diff --git a/.idea/sqldialects.xml b/.idea/sqldialects.xml
new file mode 100644
index 0000000..27a30ef
--- /dev/null
+++ b/.idea/sqldialects.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="SqlDialectMappings">
+    <file url="file://$PROJECT_DIR$/商务大数据分析/20250422/marketing.sql" dialect="MySQL" />
+    <file url="file://$PROJECT_DIR$/数据可视化技术/网店运营大屏（Flask框架）/marketing.sql" dialect="GenericSQL" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/商务大数据分析/20250423/.ipynb_checkpoints/task-checkpoint.ipynb b/商务大数据分析/20250423/.ipynb_checkpoints/task-checkpoint.ipynb
new file mode 100644
index 0000000..30f685a
--- /dev/null
+++ b/商务大数据分析/20250423/.ipynb_checkpoints/task-checkpoint.ipynb
@@ -0,0 +1,411 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "id": "initial_id",
+   "metadata": {
+    "collapsed": true,
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:22:48.818685Z",
+     "start_time": "2025-04-24T15:22:48.206515Z"
+    }
+   },
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt"
+   ],
+   "outputs": [],
+   "execution_count": 2
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:22:49.529504Z",
+     "start_time": "2025-04-24T15:22:49.523516Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "data = np.load('./data/2001-2019年劳动力与就业人员数据.npz', encoding='ASCII', allow_pickle=True)\n",
+    "data"
+   ],
+   "id": "58c614861534a57f",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<numpy.lib.npyio.NpzFile at 0x10796f850>"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 3
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:22:51.988319Z",
+     "start_time": "2025-04-24T15:22:51.975411Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# 设置中文字体（macOS 上常见中文字体）\n",
+    "from matplotlib import font_manager as fm\n",
+    "import matplotlib as mpl\n",
+    "font_path = '/System/Library/Fonts/STHeiti Medium.ttc'\n",
+    "my_font = fm.FontProperties(fname=font_path)\n",
+    "mpl.rcParams['font.family'] = my_font.get_name()\n",
+    "mpl.rcParams['axes.unicode_minus'] = False"
+   ],
+   "id": "aaf26a3ef639d2cf",
+   "outputs": [],
+   "execution_count": 4
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:22:53.995866Z",
+     "start_time": "2025-04-24T15:22:53.991819Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# 获取所有键\n",
+    "keys = data.files\n",
+    "keys"
+   ],
+   "id": "e127edd42351b436",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['arr_0', 'arr_1']"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 5
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "# 遍历所有键病打印对应的数据\n",
+    "for key in keys:\n",
+    "    print(f'键{key}对应的数据为：')\n",
+    "    print(data[key])"
+   ],
+   "id": "84d78e1fdad14294",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:22:59.632932Z",
+     "start_time": "2025-04-24T15:22:59.627027Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# 提取其中的columns数组，视为数据的标签\n",
+    "columns = data['arr_0']\n",
+    "values = data['arr_1']\n",
+    "print(columns, values)"
+   ],
+   "id": "cb9a953396ac507c",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[['年份' '劳动力(万人)' '就业人员(万人)' '城镇就业人员(万人)' '乡村就业人员(万人)' '国有单位城镇就业人员(万人)'\n",
+      "  '城镇集体单位城镇就业人员(万人)' '股份合作单位城镇就业人员(万人)' '联营单位城镇就业人员(万人)'\n",
+      "  '有限责任公司城镇就业人员(万人)' '股份有限公司城镇就业人员(万人)' '私营企业城镇就业人员(万人)'\n",
+      "  '港澳台商投资单位城镇就业人员(万人)' '外商投资单位城镇就业人员(万人)' '个体城镇就业人员(万人)' '私营企业乡村就业人员(万人)'\n",
+      "  '个体乡村就业人员(万人)']] [[ 2001 73884 72797 24123 48674  7640  1291   153    45   841   483  1527\n",
+      "    326   345  2131  1187  2629]\n",
+      " [ 2002 74492 73280 25159 48121  7163  1122   161    45  1083   538  1999\n",
+      "    367   391  2269  1411  2474]\n",
+      " [ 2003 74911 73736 26230 47506  6876  1000   173    44  1261   592  2545\n",
+      "    409   454  2377  1754  2260]\n",
+      " [ 2004 75290 74264 27293 46971  6710   897   192    44  1436   625  2994\n",
+      "    470   563  2521  2024  2066]\n",
+      " [ 2005 76120 74647 28389 46258  6488   810   188    45  1750   699  3458\n",
+      "    557   688  2778  2366  2123]\n",
+      " [ 2006 76315 74978 29630 45348  6430   764   178    45  1920   741  3954\n",
+      "    611   796  3012  2632  2147]\n",
+      " [ 2007 76531 75321 30953 44368  6424   718   170    43  2075   788  4581\n",
+      "    680   903  3310  2672  2187]\n",
+      " [ 2008 77046 75564 32103 43461  6447   662   164    43  2194   840  5124\n",
+      "    679   943  3609  2780  2167]\n",
+      " [ 2009 77510 75828 33322 42506  6420   618   160    37  2433   956  5544\n",
+      "    721   978  4245  3063  2341]\n",
+      " [ 2010 78388 76105 34687 41418  6516   597   156    36  2613  1024  6071\n",
+      "    770  1053  4467  3347  2540]\n",
+      " [ 2011 78579 76420 35914 40506  6704   603   149    37  3269  1183  6912\n",
+      "    932  1217  5227  3442  2718]\n",
+      " [ 2012 78894 76704 37102 39602  6839   590   149    39  3787  1243  7557\n",
+      "    969  1246  5643  3739  2986]\n",
+      " [ 2013 79300 76977 38240 38737  6365   566   108    25  6069  1721  8242\n",
+      "   1397  1566  6142  4279  3193]\n",
+      " [ 2014 79690 77253 39310 37943  6312   537   103    22  6315  1751  9857\n",
+      "   1393  1562  7009  4533  3575]\n",
+      " [ 2015 80091 77451 40410 37041  6208   481    92    20  6389  1798 11180\n",
+      "   1344  1446  7800  5215  3882]\n",
+      " [ 2016 80694 77603 41428 36175  6170   453    86    18  6381  1824 12083\n",
+      "   1305  1361  8627  5914  4235]\n",
+      " [ 2017 80686 77640 42462 35178  6064   406    77    13  6367  1846 13327\n",
+      "   1290  1291  9348  6554  4878]\n",
+      " [ 2018 80525 77586 43419 34167  5740   347    66    12  6555  1875 13952\n",
+      "   1153  1212 10440  7424  5597]\n",
+      " [ 2019 81104 77471 44247 33224  5473   296    60    12  6608  1879 14567\n",
+      "   1157  1203 11692  8267  6000]]\n"
+     ]
+    }
+   ],
+   "execution_count": 6
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "plt.figure(figsize=(12, 6), dpi=1000)  # 设置画布\n",
+    "plt.scatter(values[:, 0], values[:, 1], marker='o')  # 绘制散点图\n",
+    "plt.xlabel('年份')  # 设置x轴标签\n",
+    "plt.ylabel('劳动力人数（万人）')  # 设置y轴标签\n",
+    "plt.ylim(70000, 85000) # 设置y轴范围\n",
+    "plt.xticks(range(2001,2020,1) ,labels=values[:,0]) # 设置x轴刻度\n",
+    "plt.title('2001~2019年劳动力人数散点图') # 添加图标标题\n",
+    "plt.show()"
+   ],
+   "id": "3c2e20d07b5a51b",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "plt.figure(figsize=(12,6),dpi=1000) # 设置画布\n",
+    "plt.scatter(values[:,0],values[:,3],marker='*',c='b',label='城镇就业人员')\n",
+    "plt.scatter(values[:,0],values[:,4],marker='>',c='r',label='乡村就业人员')\n",
+    "plt.xlabel('年份（年）')\n",
+    "plt.ylabel('人数（万人）')\n",
+    "plt.ylim(20000,60000)\n",
+    "plt.xticks(range(2001,2020,1),labels=values[:,0])\n",
+    "plt.legend()\n",
+    "plt.title('2001~2019年城乡就业人数散点图')\n",
+    "plt.show()"
+   ],
+   "id": "a66df815cb4f14f9",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "plt.figure(figsize=(12,6),dpi=1000) # 设置画布\n",
+    "plt.plot(values[:,0],values[:,3],'bs-',label='城镇就业人员')\n",
+    "plt.plot(values[:,0],values[:,4],'ro-.',label='乡村就业人员')\n",
+    "plt.xlabel('年份（年）')\n",
+    "plt.ylabel('人数（万人）')\n",
+    "plt.ylim(20000,60000)\n",
+    "plt.xticks(range(2001,2020,1),labels=values[:,0])\n",
+    "plt.legend()\n",
+    "plt.title('2001~2019年城乡就业人数点线图')\n",
+    "plt.show()"
+   ],
+   "id": "afdd09305ba22a62",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "labels = ['城镇就业人员','乡村就业人员']\n",
+    "plt.figure(figsize=(6,6),dpi=1080)\n",
+    "plt.bar(range(2),values[-1,3:5],width=0.5)\n",
+    "plt.xlabel(\"类别\")\n",
+    "plt.ylabel(\"就业人数（万人）\")\n",
+    "plt.xticks(range(2),labels=labels)\n",
+    "plt.title('2019年城乡就业人数柱形图')\n",
+    "plt.show()"
+   ],
+   "id": "4af25ece78b99aa9",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "labels = ['城镇就业人员','乡村就业人员']\n",
+    "explode = [0.01,0.01]\n",
+    "plt.figure(figsize=(6,6),dpi=1080)\n",
+    "plt.pie(values[-1,3:5],explode=explode,labels=labels,autopct='%1.2f%%')\n",
+    "plt.title('2019年城乡就业人数分布饼图')\n",
+    "plt.show()"
+   ],
+   "id": "bd62c3a15ce18e2f",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:44:40.418040Z",
+     "start_time": "2025-04-24T15:44:39.282724Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "labels = ['城镇就业人员','乡村就业人员']\n",
+    "gdp = [values[:,3],values[:,4]]\n",
+    "plt.figure(figsize=(6,6),dpi=1080)\n",
+    "plt.boxplot(gdp,notch=True,labels=labels,meanline=True)\n",
+    "plt.title('2001~2019年城乡就业人数分布箱线图')\n",
+    "plt.show()"
+   ],
+   "id": "3c9bdea78551e2da",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 6480x6480 with 1 Axes>"
+      ],
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 8
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "# 5-7\n",
+    "plt.figure(figsize=(12, 6), dpi=1080)  # 设置画布\n",
+    "plt.plot(values[:, 0], values[:, 2], color='r',linestyle='--')  # 绘制红色虚线折线图\n",
+    "plt.xlabel('年份(年)')  # 设置x轴标签\n",
+    "plt.ylabel('劳动力人数(万人)')  # 设置y轴标签\n",
+    "plt.ylim(70000, 80000) # 设置y轴范围\n",
+    "plt.xticks(range(2001,2020,1) ,labels=values[:,0]) # 设置x轴刻度\n",
+    "plt.title('2001~2019年劳动力人数散点图') # 添加图标标题\n",
+    "plt.show()"
+   ],
+   "id": "44abd30092226c97",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "# 5-8\n",
+    "plt.figure(figsize=(12, 6), dpi=1080)  # 设置画布\n",
+    "plt.plot(values[:, 0], values[:, 2], color='b',linestyle='--',marker='D')  # 绘制红色虚线折线图\n",
+    "plt.xlabel('年份(年)')  # 设置x轴标签\n",
+    "plt.ylabel('劳动力人数(万人)')  # 设置y轴标签\n",
+    "plt.ylim(70000, 80000) # 设置y轴范围\n",
+    "plt.xticks(range(2001,2020,1) ,labels=values[:,0]) # 设置x轴刻度\n",
+    "plt.title('2001~2019年劳动力人数点线图') # 添加图标标题\n",
+    "plt.show()"
+   ],
+   "id": "bfa561be0fa76d4",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "# 5-9\n",
+    "plt.figure(figsize=(12, 6), dpi=1080)  # 设置画布\n",
+    "plt.plot(values[:, 0], values[:, 3],'bs-',\n",
+    "         values[:,0] ,values[:,4],'ro-' )  # 绘制红色虚线折线图\n",
+    "plt.xlabel('年份(年)')  # 设置x轴标签\n",
+    "plt.ylabel('劳动力人数(万人)')  # 设置y轴标签\n",
+    "plt.ylim(20000, 60000) # 设置y轴范围\n",
+    "plt.xticks(range(2001,2020,1) ,labels=values[:,0]) # 设置x轴刻度\n",
+    "plt.legend(['城镇就业人员','乡村就业人员'])\n",
+    "plt.title('2001~2019年劳动力人数点线图') # 添加图标标题\n",
+    "plt.show()"
+   ],
+   "id": "e48161bda885b8a",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "labels = ['城镇就业人员','乡村就业人员','国有单位城镇就业人员（万人）']\n",
+    "\n",
+    "\n",
+    "plt.figure(figsize=(6,4),dpi=1080)\n",
+    "plt.bar(range(3),values[-1,3:6],width=0.3)\n",
+    "plt.xlabel(\"类别\",fontsize=6)\n",
+    "plt.ylabel(\"就业人数（万人）\",fontsize=6)\n",
+    "plt.xticks(range(3),labels=labels,fontsize=6)\n",
+    "plt.title('2019年城乡就业人数柱形图',fontsize=6)\n",
+    "plt.show()"
+   ],
+   "id": "7f50a27bbae70893",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "source": [
+    "labels = ['城镇就业人员','乡村就业人员']\n",
+    "plt.figure(figsize=(1.6,2.6),dpi=200)\n",
+    "plt.bar(range(2),values[-1,3:5],width=0.2,color=['skyblue', 'lightcoral'])\n",
+    "plt.xlabel(\"类别\",fontsize=6)\n",
+    "plt.ylabel(\"就业人数（万人）\",fontsize=6)\n",
+    "plt.xticks(range(2),labels=labels,fontsize=6)\n",
+    "plt.yticks(fontsize=6)\n",
+    "plt.title('2019年城乡就业人数柱形图',fontsize=6)\n",
+    "plt.show()"
+   ],
+   "id": "b3f46d62148c549c",
+   "outputs": [],
+   "execution_count": null
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/商务大数据分析/20250423/.ipynb_checkpoints/task2-checkpoint.ipynb b/商务大数据分析/20250423/.ipynb_checkpoints/task2-checkpoint.ipynb
new file mode 100644
index 0000000..298c9ef
--- /dev/null
+++ b/商务大数据分析/20250423/.ipynb_checkpoints/task2-checkpoint.ipynb
@@ -0,0 +1,4483 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "id": "initial_id",
+   "metadata": {
+    "collapsed": true,
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.064241Z",
+     "start_time": "2025-04-24T15:56:55.050975Z"
+    }
+   },
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd"
+   ],
+   "outputs": [],
+   "execution_count": 67
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.118268Z",
+     "start_time": "2025-04-24T15:56:55.114936Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "# 设置中文字体（macOS 上常见中文字体）\n",
+    "from matplotlib import font_manager as fm\n",
+    "import matplotlib as mpl\n",
+    "font_path = '/System/Library/Fonts/STHeiti Medium.ttc'\n",
+    "my_font = fm.FontProperties(fname=font_path)\n",
+    "mpl.rcParams['font.family'] = my_font.get_name()\n",
+    "mpl.rcParams['axes.unicode_minus'] = False"
+   ],
+   "id": "b4c1dd92fcd604ab",
+   "outputs": [],
+   "execution_count": 68
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.195907Z",
+     "start_time": "2025-04-24T15:56:55.127249Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "data = pd.read_excel('data2/student_grade.xlsx')\n",
+    "data.head(3)"
+   ],
+   "id": "9702bcdccb5855ae",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "  性别 自我效能感 考试课程准备情况  数学成绩  阅读成绩  写作成绩  总成绩\n",
+       "0  女     中      未完成    72    72    74  218\n",
+       "1  女     高       完成    69    90    88  247\n",
+       "2  女     高      未完成    90    95    93  278"
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>性别</th>\n",
+       "      <th>自我效能感</th>\n",
+       "      <th>考试课程准备情况</th>\n",
+       "      <th>数学成绩</th>\n",
+       "      <th>阅读成绩</th>\n",
+       "      <th>写作成绩</th>\n",
+       "      <th>总成绩</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>女</td>\n",
+       "      <td>中</td>\n",
+       "      <td>未完成</td>\n",
+       "      <td>72</td>\n",
+       "      <td>72</td>\n",
+       "      <td>74</td>\n",
+       "      <td>218</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>女</td>\n",
+       "      <td>高</td>\n",
+       "      <td>完成</td>\n",
+       "      <td>69</td>\n",
+       "      <td>90</td>\n",
+       "      <td>88</td>\n",
+       "      <td>247</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>女</td>\n",
+       "      <td>高</td>\n",
+       "      <td>未完成</td>\n",
+       "      <td>90</td>\n",
+       "      <td>95</td>\n",
+       "      <td>93</td>\n",
+       "      <td>278</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 69,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 69
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.236967Z",
+     "start_time": "2025-04-24T15:56:55.234833Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "def level_parse(x):\n",
+    "    if x >= 0 and x < 150:\n",
+    "        return \"不及格\"\n",
+    "    elif x >= 150 and x < 200:\n",
+    "        return \"及格\"\n",
+    "    elif x >= 200 and x < 250:\n",
+    "        return \"良好\"\n",
+    "    else:\n",
+    "        return \"优秀\""
+   ],
+   "id": "4284268d705c4ad8",
+   "outputs": [],
+   "execution_count": 70
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.282080Z",
+     "start_time": "2025-04-24T15:56:55.276029Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "data['level'] = data['总成绩'].apply(lambda x:level_parse(x))\n",
+    "data.head(3)"
+   ],
+   "id": "39b24ae68a4a33ab",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "  性别 自我效能感 考试课程准备情况  数学成绩  阅读成绩  写作成绩  总成绩 level\n",
+       "0  女     中      未完成    72    72    74  218    良好\n",
+       "1  女     高       完成    69    90    88  247    良好\n",
+       "2  女     高      未完成    90    95    93  278    优秀"
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>性别</th>\n",
+       "      <th>自我效能感</th>\n",
+       "      <th>考试课程准备情况</th>\n",
+       "      <th>数学成绩</th>\n",
+       "      <th>阅读成绩</th>\n",
+       "      <th>写作成绩</th>\n",
+       "      <th>总成绩</th>\n",
+       "      <th>level</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>女</td>\n",
+       "      <td>中</td>\n",
+       "      <td>未完成</td>\n",
+       "      <td>72</td>\n",
+       "      <td>72</td>\n",
+       "      <td>74</td>\n",
+       "      <td>218</td>\n",
+       "      <td>良好</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>女</td>\n",
+       "      <td>高</td>\n",
+       "      <td>完成</td>\n",
+       "      <td>69</td>\n",
+       "      <td>90</td>\n",
+       "      <td>88</td>\n",
+       "      <td>247</td>\n",
+       "      <td>良好</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>女</td>\n",
+       "      <td>高</td>\n",
+       "      <td>未完成</td>\n",
+       "      <td>90</td>\n",
+       "      <td>95</td>\n",
+       "      <td>93</td>\n",
+       "      <td>278</td>\n",
+       "      <td>优秀</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 71
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.379176Z",
+     "start_time": "2025-04-24T15:56:55.371050Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "grade_level = list(data['level'])\n",
+    "grade_level"
+   ],
+   "id": "8eff56fce8a9cefb",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '不及格',\n",
+       " '优秀',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '优秀',\n",
+       " '优秀',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '不及格',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '良好',\n",
+       " '及格',\n",
+       " '优秀',\n",
+       " '及格',\n",
+       " '及格',\n",
+       " '良好',\n",
+       " '良好']"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 72
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.458552Z",
+     "start_time": "2025-04-24T15:56:55.456407Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "dic = dict()\n",
+    "for i in grade_level:\n",
+    "    if i in dic:\n",
+    "        dic[i] +=  1\n",
+    "    else:\n",
+    "        dic[i] = 1"
+   ],
+   "id": "e63a4c89bdc0b8f2",
+   "outputs": [],
+   "execution_count": 73
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.499078Z",
+     "start_time": "2025-04-24T15:56:55.496765Z"
+    }
+   },
+   "cell_type": "code",
+   "source": "dic",
+   "id": "df84a3fdc0f83342",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'良好': 417, '优秀': 139, '不及格': 103, '及格': 341}"
+      ]
+     },
+     "execution_count": 74,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 74
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.593999Z",
+     "start_time": "2025-04-24T15:56:55.524661Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "explode = [0.01,0.01,0.01,0.01]\n",
+    "plt.figure(figsize=(2,2),dpi=300)\n",
+    "plt.pie(dic.values(),\n",
+    "        explode=explode,\n",
+    "        labels=dic.keys(),\n",
+    "        autopct='%1.2f%%',\n",
+    "        textprops={'fontsize': 6})\n",
+    "plt.title('学生考试总成绩分布饼图',fontsize=6)\n",
+    "plt.show()"
+   ],
+   "id": "cf7b93ce004c1c00",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 600x600 with 1 Axes>"
+      ],
+      "image/png": "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\n"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 75
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.605940Z",
+     "start_time": "2025-04-24T15:56:55.604127Z"
+    }
+   },
+   "cell_type": "code",
+   "source": "",
+   "id": "d99ddfcccd7dc019",
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.633211Z",
+     "start_time": "2025-04-24T15:56:55.615047Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "grade_single = [list(data['数学成绩']),list(data['阅读成绩']),list(data['写作成绩'])]\n",
+    "grade_single"
+   ],
+   "id": "8c5933d8c0d43772",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[72,\n",
+       "  69,\n",
+       "  90,\n",
+       "  47,\n",
+       "  76,\n",
+       "  71,\n",
+       "  88,\n",
+       "  40,\n",
+       "  64,\n",
+       "  38,\n",
+       "  58,\n",
+       "  40,\n",
+       "  65,\n",
+       "  78,\n",
+       "  50,\n",
+       "  69,\n",
+       "  88,\n",
+       "  18,\n",
+       "  46,\n",
+       "  54,\n",
+       "  66,\n",
+       "  65,\n",
+       "  44,\n",
+       "  69,\n",
+       "  74,\n",
+       "  73,\n",
+       "  69,\n",
+       "  67,\n",
+       "  70,\n",
+       "  62,\n",
+       "  69,\n",
+       "  63,\n",
+       "  56,\n",
+       "  40,\n",
+       "  97,\n",
+       "  81,\n",
+       "  74,\n",
+       "  50,\n",
+       "  75,\n",
+       "  57,\n",
+       "  55,\n",
+       "  58,\n",
+       "  53,\n",
+       "  59,\n",
+       "  50,\n",
+       "  65,\n",
+       "  55,\n",
+       "  66,\n",
+       "  57,\n",
+       "  82,\n",
+       "  53,\n",
+       "  77,\n",
+       "  53,\n",
+       "  88,\n",
+       "  71,\n",
+       "  33,\n",
+       "  82,\n",
+       "  52,\n",
+       "  58,\n",
+       "  0,\n",
+       "  79,\n",
+       "  39,\n",
+       "  62,\n",
+       "  69,\n",
+       "  59,\n",
+       "  67,\n",
+       "  45,\n",
+       "  60,\n",
+       "  61,\n",
+       "  39,\n",
+       "  58,\n",
+       "  63,\n",
+       "  41,\n",
+       "  61,\n",
+       "  49,\n",
+       "  44,\n",
+       "  30,\n",
+       "  80,\n",
+       "  61,\n",
+       "  62,\n",
+       "  47,\n",
+       "  49,\n",
+       "  50,\n",
+       "  72,\n",
+       "  42,\n",
+       "  73,\n",
+       "  76,\n",
+       "  71,\n",
+       "  58,\n",
+       "  73,\n",
+       "  65,\n",
+       "  27,\n",
+       "  71,\n",
+       "  43,\n",
+       "  79,\n",
+       "  78,\n",
+       "  65,\n",
+       "  63,\n",
+       "  58,\n",
+       "  65,\n",
+       "  79,\n",
+       "  68,\n",
+       "  85,\n",
+       "  60,\n",
+       "  98,\n",
+       "  58,\n",
+       "  87,\n",
+       "  66,\n",
+       "  52,\n",
+       "  70,\n",
+       "  77,\n",
+       "  62,\n",
+       "  54,\n",
+       "  51,\n",
+       "  99,\n",
+       "  84,\n",
+       "  75,\n",
+       "  78,\n",
+       "  51,\n",
+       "  55,\n",
+       "  79,\n",
+       "  91,\n",
+       "  88,\n",
+       "  63,\n",
+       "  83,\n",
+       "  87,\n",
+       "  72,\n",
+       "  65,\n",
+       "  82,\n",
+       "  51,\n",
+       "  89,\n",
+       "  53,\n",
+       "  87,\n",
+       "  75,\n",
+       "  74,\n",
+       "  58,\n",
+       "  51,\n",
+       "  70,\n",
+       "  59,\n",
+       "  71,\n",
+       "  76,\n",
+       "  59,\n",
+       "  42,\n",
+       "  57,\n",
+       "  88,\n",
+       "  22,\n",
+       "  88,\n",
+       "  73,\n",
+       "  68,\n",
+       "  100,\n",
+       "  62,\n",
+       "  77,\n",
+       "  59,\n",
+       "  54,\n",
+       "  62,\n",
+       "  70,\n",
+       "  66,\n",
+       "  60,\n",
+       "  61,\n",
+       "  66,\n",
+       "  82,\n",
+       "  75,\n",
+       "  49,\n",
+       "  52,\n",
+       "  81,\n",
+       "  96,\n",
+       "  53,\n",
+       "  58,\n",
+       "  68,\n",
+       "  67,\n",
+       "  72,\n",
+       "  94,\n",
+       "  79,\n",
+       "  63,\n",
+       "  43,\n",
+       "  81,\n",
+       "  46,\n",
+       "  71,\n",
+       "  52,\n",
+       "  97,\n",
+       "  62,\n",
+       "  46,\n",
+       "  50,\n",
+       "  65,\n",
+       "  45,\n",
+       "  65,\n",
+       "  80,\n",
+       "  62,\n",
+       "  48,\n",
+       "  77,\n",
+       "  66,\n",
+       "  76,\n",
+       "  62,\n",
+       "  77,\n",
+       "  69,\n",
+       "  61,\n",
+       "  59,\n",
+       "  55,\n",
+       "  45,\n",
+       "  78,\n",
+       "  67,\n",
+       "  65,\n",
+       "  69,\n",
+       "  57,\n",
+       "  59,\n",
+       "  74,\n",
+       "  82,\n",
+       "  81,\n",
+       "  74,\n",
+       "  58,\n",
+       "  80,\n",
+       "  35,\n",
+       "  42,\n",
+       "  60,\n",
+       "  87,\n",
+       "  84,\n",
+       "  83,\n",
+       "  34,\n",
+       "  66,\n",
+       "  61,\n",
+       "  56,\n",
+       "  87,\n",
+       "  55,\n",
+       "  86,\n",
+       "  52,\n",
+       "  45,\n",
+       "  72,\n",
+       "  57,\n",
+       "  68,\n",
+       "  88,\n",
+       "  76,\n",
+       "  46,\n",
+       "  67,\n",
+       "  92,\n",
+       "  83,\n",
+       "  80,\n",
+       "  63,\n",
+       "  64,\n",
+       "  54,\n",
+       "  84,\n",
+       "  73,\n",
+       "  80,\n",
+       "  56,\n",
+       "  59,\n",
+       "  75,\n",
+       "  85,\n",
+       "  89,\n",
+       "  58,\n",
+       "  65,\n",
+       "  68,\n",
+       "  47,\n",
+       "  71,\n",
+       "  60,\n",
+       "  80,\n",
+       "  54,\n",
+       "  62,\n",
+       "  64,\n",
+       "  78,\n",
+       "  70,\n",
+       "  65,\n",
+       "  64,\n",
+       "  79,\n",
+       "  44,\n",
+       "  99,\n",
+       "  76,\n",
+       "  59,\n",
+       "  63,\n",
+       "  69,\n",
+       "  88,\n",
+       "  71,\n",
+       "  69,\n",
+       "  58,\n",
+       "  47,\n",
+       "  65,\n",
+       "  88,\n",
+       "  83,\n",
+       "  85,\n",
+       "  59,\n",
+       "  65,\n",
+       "  73,\n",
+       "  53,\n",
+       "  45,\n",
+       "  73,\n",
+       "  70,\n",
+       "  37,\n",
+       "  81,\n",
+       "  97,\n",
+       "  67,\n",
+       "  88,\n",
+       "  77,\n",
+       "  76,\n",
+       "  86,\n",
+       "  63,\n",
+       "  65,\n",
+       "  78,\n",
+       "  67,\n",
+       "  46,\n",
+       "  71,\n",
+       "  40,\n",
+       "  90,\n",
+       "  81,\n",
+       "  56,\n",
+       "  67,\n",
+       "  80,\n",
+       "  74,\n",
+       "  69,\n",
+       "  99,\n",
+       "  51,\n",
+       "  53,\n",
+       "  49,\n",
+       "  73,\n",
+       "  66,\n",
+       "  67,\n",
+       "  68,\n",
+       "  59,\n",
+       "  71,\n",
+       "  77,\n",
+       "  83,\n",
+       "  63,\n",
+       "  56,\n",
+       "  67,\n",
+       "  75,\n",
+       "  71,\n",
+       "  43,\n",
+       "  41,\n",
+       "  82,\n",
+       "  61,\n",
+       "  28,\n",
+       "  82,\n",
+       "  41,\n",
+       "  71,\n",
+       "  47,\n",
+       "  62,\n",
+       "  90,\n",
+       "  83,\n",
+       "  61,\n",
+       "  76,\n",
+       "  49,\n",
+       "  24,\n",
+       "  35,\n",
+       "  58,\n",
+       "  61,\n",
+       "  69,\n",
+       "  67,\n",
+       "  79,\n",
+       "  72,\n",
+       "  62,\n",
+       "  77,\n",
+       "  75,\n",
+       "  87,\n",
+       "  52,\n",
+       "  66,\n",
+       "  63,\n",
+       "  46,\n",
+       "  59,\n",
+       "  61,\n",
+       "  63,\n",
+       "  42,\n",
+       "  59,\n",
+       "  80,\n",
+       "  58,\n",
+       "  85,\n",
+       "  52,\n",
+       "  27,\n",
+       "  59,\n",
+       "  49,\n",
+       "  69,\n",
+       "  61,\n",
+       "  44,\n",
+       "  73,\n",
+       "  84,\n",
+       "  45,\n",
+       "  74,\n",
+       "  82,\n",
+       "  59,\n",
+       "  46,\n",
+       "  80,\n",
+       "  85,\n",
+       "  71,\n",
+       "  66,\n",
+       "  80,\n",
+       "  87,\n",
+       "  79,\n",
+       "  38,\n",
+       "  38,\n",
+       "  67,\n",
+       "  64,\n",
+       "  57,\n",
+       "  62,\n",
+       "  73,\n",
+       "  73,\n",
+       "  77,\n",
+       "  76,\n",
+       "  57,\n",
+       "  65,\n",
+       "  48,\n",
+       "  50,\n",
+       "  85,\n",
+       "  74,\n",
+       "  60,\n",
+       "  59,\n",
+       "  53,\n",
+       "  49,\n",
+       "  88,\n",
+       "  54,\n",
+       "  63,\n",
+       "  65,\n",
+       "  82,\n",
+       "  52,\n",
+       "  87,\n",
+       "  70,\n",
+       "  84,\n",
+       "  71,\n",
+       "  63,\n",
+       "  51,\n",
+       "  84,\n",
+       "  71,\n",
+       "  74,\n",
+       "  68,\n",
+       "  57,\n",
+       "  82,\n",
+       "  57,\n",
+       "  47,\n",
+       "  59,\n",
+       "  41,\n",
+       "  62,\n",
+       "  86,\n",
+       "  69,\n",
+       "  65,\n",
+       "  68,\n",
+       "  64,\n",
+       "  61,\n",
+       "  61,\n",
+       "  47,\n",
+       "  73,\n",
+       "  50,\n",
+       "  75,\n",
+       "  75,\n",
+       "  70,\n",
+       "  89,\n",
+       "  67,\n",
+       "  78,\n",
+       "  59,\n",
+       "  73,\n",
+       "  79,\n",
+       "  67,\n",
+       "  69,\n",
+       "  86,\n",
+       "  47,\n",
+       "  81,\n",
+       "  64,\n",
+       "  100,\n",
+       "  65,\n",
+       "  65,\n",
+       "  53,\n",
+       "  37,\n",
+       "  79,\n",
+       "  53,\n",
+       "  100,\n",
+       "  72,\n",
+       "  53,\n",
+       "  54,\n",
+       "  71,\n",
+       "  77,\n",
+       "  75,\n",
+       "  84,\n",
+       "  26,\n",
+       "  72,\n",
+       "  77,\n",
+       "  91,\n",
+       "  83,\n",
+       "  63,\n",
+       "  68,\n",
+       "  59,\n",
+       "  90,\n",
+       "  71,\n",
+       "  76,\n",
+       "  80,\n",
+       "  55,\n",
+       "  76,\n",
+       "  73,\n",
+       "  52,\n",
+       "  68,\n",
+       "  59,\n",
+       "  49,\n",
+       "  70,\n",
+       "  61,\n",
+       "  60,\n",
+       "  64,\n",
+       "  79,\n",
+       "  65,\n",
+       "  64,\n",
+       "  83,\n",
+       "  81,\n",
+       "  54,\n",
+       "  68,\n",
+       "  54,\n",
+       "  59,\n",
+       "  66,\n",
+       "  76,\n",
+       "  74,\n",
+       "  94,\n",
+       "  63,\n",
+       "  95,\n",
+       "  40,\n",
+       "  82,\n",
+       "  68,\n",
+       "  55,\n",
+       "  79,\n",
+       "  86,\n",
+       "  76,\n",
+       "  64,\n",
+       "  62,\n",
+       "  54,\n",
+       "  77,\n",
+       "  76,\n",
+       "  74,\n",
+       "  66,\n",
+       "  66,\n",
+       "  67,\n",
+       "  71,\n",
+       "  91,\n",
+       "  69,\n",
+       "  54,\n",
+       "  53,\n",
+       "  68,\n",
+       "  56,\n",
+       "  36,\n",
+       "  29,\n",
+       "  62,\n",
+       "  68,\n",
+       "  47,\n",
+       "  62,\n",
+       "  79,\n",
+       "  73,\n",
+       "  66,\n",
+       "  51,\n",
+       "  51,\n",
+       "  85,\n",
+       "  97,\n",
+       "  75,\n",
+       "  79,\n",
+       "  81,\n",
+       "  82,\n",
+       "  64,\n",
+       "  78,\n",
+       "  92,\n",
+       "  72,\n",
+       "  62,\n",
+       "  79,\n",
+       "  79,\n",
+       "  87,\n",
+       "  40,\n",
+       "  77,\n",
+       "  53,\n",
+       "  32,\n",
+       "  55,\n",
+       "  61,\n",
+       "  53,\n",
+       "  73,\n",
+       "  74,\n",
+       "  63,\n",
+       "  96,\n",
+       "  63,\n",
+       "  48,\n",
+       "  48,\n",
+       "  92,\n",
+       "  61,\n",
+       "  63,\n",
+       "  68,\n",
+       "  71,\n",
+       "  91,\n",
+       "  53,\n",
+       "  50,\n",
+       "  74,\n",
+       "  40,\n",
+       "  61,\n",
+       "  81,\n",
+       "  48,\n",
+       "  53,\n",
+       "  81,\n",
+       "  77,\n",
+       "  63,\n",
+       "  73,\n",
+       "  69,\n",
+       "  65,\n",
+       "  55,\n",
+       "  44,\n",
+       "  54,\n",
+       "  48,\n",
+       "  58,\n",
+       "  71,\n",
+       "  68,\n",
+       "  74,\n",
+       "  92,\n",
+       "  56,\n",
+       "  30,\n",
+       "  53,\n",
+       "  69,\n",
+       "  65,\n",
+       "  54,\n",
+       "  29,\n",
+       "  76,\n",
+       "  60,\n",
+       "  84,\n",
+       "  75,\n",
+       "  85,\n",
+       "  40,\n",
+       "  61,\n",
+       "  58,\n",
+       "  69,\n",
+       "  58,\n",
+       "  94,\n",
+       "  65,\n",
+       "  82,\n",
+       "  60,\n",
+       "  37,\n",
+       "  88,\n",
+       "  95,\n",
+       "  65,\n",
+       "  35,\n",
+       "  62,\n",
+       "  58,\n",
+       "  100,\n",
+       "  61,\n",
+       "  100,\n",
+       "  69,\n",
+       "  61,\n",
+       "  49,\n",
+       "  44,\n",
+       "  67,\n",
+       "  79,\n",
+       "  66,\n",
+       "  75,\n",
+       "  84,\n",
+       "  71,\n",
+       "  67,\n",
+       "  80,\n",
+       "  86,\n",
+       "  76,\n",
+       "  41,\n",
+       "  74,\n",
+       "  72,\n",
+       "  74,\n",
+       "  70,\n",
+       "  65,\n",
+       "  59,\n",
+       "  64,\n",
+       "  50,\n",
+       "  69,\n",
+       "  51,\n",
+       "  68,\n",
+       "  85,\n",
+       "  65,\n",
+       "  73,\n",
+       "  62,\n",
+       "  77,\n",
+       "  69,\n",
+       "  43,\n",
+       "  90,\n",
+       "  74,\n",
+       "  73,\n",
+       "  55,\n",
+       "  65,\n",
+       "  80,\n",
+       "  50,\n",
+       "  63,\n",
+       "  77,\n",
+       "  73,\n",
+       "  81,\n",
+       "  66,\n",
+       "  52,\n",
+       "  69,\n",
+       "  65,\n",
+       "  69,\n",
+       "  50,\n",
+       "  73,\n",
+       "  70,\n",
+       "  81,\n",
+       "  63,\n",
+       "  67,\n",
+       "  60,\n",
+       "  62,\n",
+       "  29,\n",
+       "  62,\n",
+       "  94,\n",
+       "  85,\n",
+       "  77,\n",
+       "  53,\n",
+       "  93,\n",
+       "  49,\n",
+       "  73,\n",
+       "  66,\n",
+       "  77,\n",
+       "  49,\n",
+       "  79,\n",
+       "  75,\n",
+       "  59,\n",
+       "  57,\n",
+       "  66,\n",
+       "  79,\n",
+       "  57,\n",
+       "  87,\n",
+       "  63,\n",
+       "  59,\n",
+       "  62,\n",
+       "  46,\n",
+       "  66,\n",
+       "  89,\n",
+       "  42,\n",
+       "  93,\n",
+       "  80,\n",
+       "  98,\n",
+       "  81,\n",
+       "  60,\n",
+       "  76,\n",
+       "  73,\n",
+       "  96,\n",
+       "  76,\n",
+       "  91,\n",
+       "  62,\n",
+       "  55,\n",
+       "  74,\n",
+       "  50,\n",
+       "  47,\n",
+       "  81,\n",
+       "  65,\n",
+       "  68,\n",
+       "  73,\n",
+       "  53,\n",
+       "  68,\n",
+       "  55,\n",
+       "  87,\n",
+       "  55,\n",
+       "  53,\n",
+       "  67,\n",
+       "  92,\n",
+       "  53,\n",
+       "  81,\n",
+       "  61,\n",
+       "  80,\n",
+       "  37,\n",
+       "  81,\n",
+       "  59,\n",
+       "  55,\n",
+       "  72,\n",
+       "  69,\n",
+       "  69,\n",
+       "  50,\n",
+       "  87,\n",
+       "  71,\n",
+       "  68,\n",
+       "  79,\n",
+       "  77,\n",
+       "  58,\n",
+       "  84,\n",
+       "  55,\n",
+       "  70,\n",
+       "  52,\n",
+       "  69,\n",
+       "  53,\n",
+       "  48,\n",
+       "  78,\n",
+       "  62,\n",
+       "  60,\n",
+       "  74,\n",
+       "  58,\n",
+       "  76,\n",
+       "  68,\n",
+       "  58,\n",
+       "  52,\n",
+       "  75,\n",
+       "  52,\n",
+       "  62,\n",
+       "  66,\n",
+       "  49,\n",
+       "  66,\n",
+       "  35,\n",
+       "  72,\n",
+       "  94,\n",
+       "  46,\n",
+       "  77,\n",
+       "  76,\n",
+       "  52,\n",
+       "  91,\n",
+       "  32,\n",
+       "  72,\n",
+       "  19,\n",
+       "  68,\n",
+       "  52,\n",
+       "  48,\n",
+       "  60,\n",
+       "  66,\n",
+       "  89,\n",
+       "  42,\n",
+       "  57,\n",
+       "  70,\n",
+       "  70,\n",
+       "  69,\n",
+       "  52,\n",
+       "  67,\n",
+       "  76,\n",
+       "  87,\n",
+       "  82,\n",
+       "  73,\n",
+       "  75,\n",
+       "  64,\n",
+       "  41,\n",
+       "  90,\n",
+       "  59,\n",
+       "  51,\n",
+       "  45,\n",
+       "  54,\n",
+       "  87,\n",
+       "  72,\n",
+       "  94,\n",
+       "  45,\n",
+       "  61,\n",
+       "  60,\n",
+       "  77,\n",
+       "  85,\n",
+       "  78,\n",
+       "  49,\n",
+       "  71,\n",
+       "  48,\n",
+       "  62,\n",
+       "  56,\n",
+       "  65,\n",
+       "  69,\n",
+       "  68,\n",
+       "  61,\n",
+       "  74,\n",
+       "  64,\n",
+       "  77,\n",
+       "  58,\n",
+       "  60,\n",
+       "  73,\n",
+       "  75,\n",
+       "  58,\n",
+       "  66,\n",
+       "  39,\n",
+       "  64,\n",
+       "  23,\n",
+       "  74,\n",
+       "  40,\n",
+       "  90,\n",
+       "  91,\n",
+       "  64,\n",
+       "  59,\n",
+       "  80,\n",
+       "  71,\n",
+       "  61,\n",
+       "  87,\n",
+       "  82,\n",
+       "  62,\n",
+       "  97,\n",
+       "  75,\n",
+       "  65,\n",
+       "  52,\n",
+       "  87,\n",
+       "  53,\n",
+       "  81,\n",
+       "  39,\n",
+       "  71,\n",
+       "  97,\n",
+       "  82,\n",
+       "  59,\n",
+       "  61,\n",
+       "  78,\n",
+       "  49,\n",
+       "  59,\n",
+       "  70,\n",
+       "  82,\n",
+       "  90,\n",
+       "  43,\n",
+       "  80,\n",
+       "  81,\n",
+       "  57,\n",
+       "  59,\n",
+       "  64,\n",
+       "  63,\n",
+       "  71,\n",
+       "  64,\n",
+       "  55,\n",
+       "  51,\n",
+       "  62,\n",
+       "  93,\n",
+       "  54,\n",
+       "  69,\n",
+       "  44,\n",
+       "  86,\n",
+       "  85,\n",
+       "  50,\n",
+       "  88,\n",
+       "  59,\n",
+       "  32,\n",
+       "  36,\n",
+       "  63,\n",
+       "  67,\n",
+       "  65,\n",
+       "  85,\n",
+       "  73,\n",
+       "  34,\n",
+       "  93,\n",
+       "  67,\n",
+       "  88,\n",
+       "  57,\n",
+       "  79,\n",
+       "  67,\n",
+       "  70,\n",
+       "  50,\n",
+       "  69,\n",
+       "  52,\n",
+       "  47,\n",
+       "  46,\n",
+       "  68,\n",
+       "  100,\n",
+       "  44,\n",
+       "  57,\n",
+       "  91,\n",
+       "  69,\n",
+       "  35,\n",
+       "  72,\n",
+       "  54,\n",
+       "  74,\n",
+       "  74,\n",
+       "  64,\n",
+       "  65,\n",
+       "  46,\n",
+       "  48,\n",
+       "  67,\n",
+       "  62,\n",
+       "  61,\n",
+       "  70,\n",
+       "  98,\n",
+       "  70,\n",
+       "  67,\n",
+       "  57,\n",
+       "  85,\n",
+       "  77,\n",
+       "  72,\n",
+       "  78,\n",
+       "  81,\n",
+       "  61,\n",
+       "  58,\n",
+       "  54,\n",
+       "  82,\n",
+       "  49,\n",
+       "  49,\n",
+       "  57,\n",
+       "  94,\n",
+       "  75,\n",
+       "  74,\n",
+       "  58,\n",
+       "  62,\n",
+       "  72,\n",
+       "  84,\n",
+       "  92,\n",
+       "  45,\n",
+       "  75,\n",
+       "  56,\n",
+       "  48,\n",
+       "  100,\n",
+       "  65,\n",
+       "  72,\n",
+       "  62,\n",
+       "  66,\n",
+       "  63,\n",
+       "  68,\n",
+       "  75,\n",
+       "  89,\n",
+       "  78,\n",
+       "  53,\n",
+       "  49,\n",
+       "  54,\n",
+       "  64,\n",
+       "  60,\n",
+       "  62,\n",
+       "  55,\n",
+       "  91,\n",
+       "  8,\n",
+       "  81,\n",
+       "  79,\n",
+       "  78,\n",
+       "  74,\n",
+       "  57,\n",
+       "  40,\n",
+       "  81,\n",
+       "  44,\n",
+       "  67,\n",
+       "  86,\n",
+       "  65,\n",
+       "  55,\n",
+       "  62,\n",
+       "  63,\n",
+       "  88,\n",
+       "  62,\n",
+       "  59,\n",
+       "  68,\n",
+       "  77],\n",
+       " [72,\n",
+       "  90,\n",
+       "  95,\n",
+       "  57,\n",
+       "  78,\n",
+       "  83,\n",
+       "  95,\n",
+       "  43,\n",
+       "  64,\n",
+       "  60,\n",
+       "  54,\n",
+       "  52,\n",
+       "  81,\n",
+       "  72,\n",
+       "  53,\n",
+       "  75,\n",
+       "  89,\n",
+       "  32,\n",
+       "  42,\n",
+       "  58,\n",
+       "  69,\n",
+       "  75,\n",
+       "  54,\n",
+       "  73,\n",
+       "  71,\n",
+       "  74,\n",
+       "  54,\n",
+       "  69,\n",
+       "  70,\n",
+       "  70,\n",
+       "  74,\n",
+       "  65,\n",
+       "  72,\n",
+       "  42,\n",
+       "  87,\n",
+       "  81,\n",
+       "  81,\n",
+       "  64,\n",
+       "  90,\n",
+       "  56,\n",
+       "  61,\n",
+       "  73,\n",
+       "  58,\n",
+       "  65,\n",
+       "  56,\n",
+       "  54,\n",
+       "  65,\n",
+       "  71,\n",
+       "  74,\n",
+       "  84,\n",
+       "  55,\n",
+       "  69,\n",
+       "  44,\n",
+       "  78,\n",
+       "  84,\n",
+       "  41,\n",
+       "  85,\n",
+       "  55,\n",
+       "  59,\n",
+       "  17,\n",
+       "  74,\n",
+       "  39,\n",
+       "  61,\n",
+       "  80,\n",
+       "  58,\n",
+       "  64,\n",
+       "  37,\n",
+       "  72,\n",
+       "  58,\n",
+       "  64,\n",
+       "  63,\n",
+       "  55,\n",
+       "  51,\n",
+       "  57,\n",
+       "  49,\n",
+       "  41,\n",
+       "  26,\n",
+       "  78,\n",
+       "  74,\n",
+       "  68,\n",
+       "  49,\n",
+       "  45,\n",
+       "  47,\n",
+       "  64,\n",
+       "  39,\n",
+       "  80,\n",
+       "  83,\n",
+       "  71,\n",
+       "  70,\n",
+       "  86,\n",
+       "  72,\n",
+       "  34,\n",
+       "  79,\n",
+       "  45,\n",
+       "  86,\n",
+       "  81,\n",
+       "  66,\n",
+       "  72,\n",
+       "  67,\n",
+       "  67,\n",
+       "  67,\n",
+       "  74,\n",
+       "  91,\n",
+       "  44,\n",
+       "  86,\n",
+       "  67,\n",
+       "  100,\n",
+       "  63,\n",
+       "  76,\n",
+       "  64,\n",
+       "  89,\n",
+       "  55,\n",
+       "  53,\n",
+       "  58,\n",
+       "  100,\n",
+       "  77,\n",
+       "  85,\n",
+       "  82,\n",
+       "  63,\n",
+       "  69,\n",
+       "  92,\n",
+       "  89,\n",
+       "  93,\n",
+       "  57,\n",
+       "  80,\n",
+       "  95,\n",
+       "  68,\n",
+       "  77,\n",
+       "  82,\n",
+       "  49,\n",
+       "  84,\n",
+       "  37,\n",
+       "  74,\n",
+       "  81,\n",
+       "  79,\n",
+       "  55,\n",
+       "  54,\n",
+       "  55,\n",
+       "  66,\n",
+       "  61,\n",
+       "  72,\n",
+       "  62,\n",
+       "  55,\n",
+       "  43,\n",
+       "  73,\n",
+       "  39,\n",
+       "  84,\n",
+       "  68,\n",
+       "  75,\n",
+       "  100,\n",
+       "  67,\n",
+       "  67,\n",
+       "  70,\n",
+       "  49,\n",
+       "  67,\n",
+       "  89,\n",
+       "  74,\n",
+       "  60,\n",
+       "  86,\n",
+       "  62,\n",
+       "  78,\n",
+       "  88,\n",
+       "  53,\n",
+       "  53,\n",
+       "  92,\n",
+       "  100,\n",
+       "  51,\n",
+       "  76,\n",
+       "  83,\n",
+       "  75,\n",
+       "  73,\n",
+       "  88,\n",
+       "  86,\n",
+       "  67,\n",
+       "  51,\n",
+       "  91,\n",
+       "  54,\n",
+       "  77,\n",
+       "  70,\n",
+       "  100,\n",
+       "  68,\n",
+       "  64,\n",
+       "  50,\n",
+       "  69,\n",
+       "  52,\n",
+       "  67,\n",
+       "  76,\n",
+       "  66,\n",
+       "  52,\n",
+       "  88,\n",
+       "  65,\n",
+       "  83,\n",
+       "  64,\n",
+       "  62,\n",
+       "  84,\n",
+       "  55,\n",
+       "  69,\n",
+       "  56,\n",
+       "  53,\n",
+       "  79,\n",
+       "  84,\n",
+       "  81,\n",
+       "  77,\n",
+       "  69,\n",
+       "  41,\n",
+       "  71,\n",
+       "  62,\n",
+       "  80,\n",
+       "  81,\n",
+       "  61,\n",
+       "  79,\n",
+       "  28,\n",
+       "  62,\n",
+       "  51,\n",
+       "  91,\n",
+       "  83,\n",
+       "  86,\n",
+       "  42,\n",
+       "  77,\n",
+       "  56,\n",
+       "  68,\n",
+       "  85,\n",
+       "  65,\n",
+       "  80,\n",
+       "  66,\n",
+       "  56,\n",
+       "  72,\n",
+       "  50,\n",
+       "  72,\n",
+       "  95,\n",
+       "  64,\n",
+       "  43,\n",
+       "  86,\n",
+       "  87,\n",
+       "  82,\n",
+       "  75,\n",
+       "  66,\n",
+       "  60,\n",
+       "  52,\n",
+       "  80,\n",
+       "  68,\n",
+       "  83,\n",
+       "  52,\n",
+       "  51,\n",
+       "  74,\n",
+       "  76,\n",
+       "  76,\n",
+       "  70,\n",
+       "  64,\n",
+       "  60,\n",
+       "  49,\n",
+       "  83,\n",
+       "  70,\n",
+       "  80,\n",
+       "  52,\n",
+       "  73,\n",
+       "  73,\n",
+       "  77,\n",
+       "  75,\n",
+       "  81,\n",
+       "  79,\n",
+       "  79,\n",
+       "  50,\n",
+       "  93,\n",
+       "  73,\n",
+       "  42,\n",
+       "  75,\n",
+       "  72,\n",
+       "  92,\n",
+       "  76,\n",
+       "  63,\n",
+       "  49,\n",
+       "  53,\n",
+       "  70,\n",
+       "  85,\n",
+       "  78,\n",
+       "  92,\n",
+       "  63,\n",
+       "  86,\n",
+       "  56,\n",
+       "  52,\n",
+       "  48,\n",
+       "  79,\n",
+       "  78,\n",
+       "  46,\n",
+       "  82,\n",
+       "  82,\n",
+       "  89,\n",
+       "  75,\n",
+       "  76,\n",
+       "  70,\n",
+       "  73,\n",
+       "  60,\n",
+       "  73,\n",
+       "  77,\n",
+       "  62,\n",
+       "  41,\n",
+       "  74,\n",
+       "  46,\n",
+       "  87,\n",
+       "  78,\n",
+       "  54,\n",
+       "  84,\n",
+       "  76,\n",
+       "  75,\n",
+       "  67,\n",
+       "  87,\n",
+       "  52,\n",
+       "  71,\n",
+       "  57,\n",
+       "  76,\n",
+       "  60,\n",
+       "  61,\n",
+       "  67,\n",
+       "  64,\n",
+       "  66,\n",
+       "  82,\n",
+       "  72,\n",
+       "  71,\n",
+       "  65,\n",
+       "  79,\n",
+       "  86,\n",
+       "  81,\n",
+       "  53,\n",
+       "  46,\n",
+       "  90,\n",
+       "  61,\n",
+       "  23,\n",
+       "  75,\n",
+       "  55,\n",
+       "  60,\n",
+       "  37,\n",
+       "  56,\n",
+       "  78,\n",
+       "  93,\n",
+       "  68,\n",
+       "  70,\n",
+       "  51,\n",
+       "  38,\n",
+       "  55,\n",
+       "  61,\n",
+       "  73,\n",
+       "  76,\n",
+       "  72,\n",
+       "  73,\n",
+       "  80,\n",
+       "  61,\n",
+       "  94,\n",
+       "  74,\n",
+       "  74,\n",
+       "  65,\n",
+       "  57,\n",
+       "  78,\n",
+       "  58,\n",
+       "  71,\n",
+       "  72,\n",
+       "  61,\n",
+       "  66,\n",
+       "  62,\n",
+       "  90,\n",
+       "  62,\n",
+       "  84,\n",
+       "  58,\n",
+       "  34,\n",
+       "  60,\n",
+       "  58,\n",
+       "  58,\n",
+       "  66,\n",
+       "  64,\n",
+       "  84,\n",
+       "  77,\n",
+       "  73,\n",
+       "  74,\n",
+       "  97,\n",
+       "  70,\n",
+       "  43,\n",
+       "  90,\n",
+       "  95,\n",
+       "  83,\n",
+       "  64,\n",
+       "  86,\n",
+       "  100,\n",
+       "  81,\n",
+       "  49,\n",
+       "  43,\n",
+       "  76,\n",
+       "  73,\n",
+       "  78,\n",
+       "  64,\n",
+       "  70,\n",
+       "  67,\n",
+       "  68,\n",
+       "  67,\n",
+       "  54,\n",
+       "  74,\n",
+       "  45,\n",
+       "  67,\n",
+       "  89,\n",
+       "  63,\n",
+       "  59,\n",
+       "  54,\n",
+       "  43,\n",
+       "  65,\n",
+       "  99,\n",
+       "  59,\n",
+       "  73,\n",
+       "  65,\n",
+       "  80,\n",
+       "  57,\n",
+       "  84,\n",
+       "  71,\n",
+       "  83,\n",
+       "  66,\n",
+       "  67,\n",
+       "  72,\n",
+       "  73,\n",
+       "  74,\n",
+       "  73,\n",
+       "  59,\n",
+       "  56,\n",
+       "  93,\n",
+       "  58,\n",
+       "  58,\n",
+       "  85,\n",
+       "  39,\n",
+       "  67,\n",
+       "  83,\n",
+       "  71,\n",
+       "  59,\n",
+       "  63,\n",
+       "  66,\n",
+       "  72,\n",
+       "  56,\n",
+       "  59,\n",
+       "  66,\n",
+       "  48,\n",
+       "  68,\n",
+       "  66,\n",
+       "  56,\n",
+       "  88,\n",
+       "  81,\n",
+       "  81,\n",
+       "  73,\n",
+       "  83,\n",
+       "  82,\n",
+       "  74,\n",
+       "  66,\n",
+       "  81,\n",
+       "  46,\n",
+       "  73,\n",
+       "  85,\n",
+       "  92,\n",
+       "  77,\n",
+       "  58,\n",
+       "  61,\n",
+       "  56,\n",
+       "  89,\n",
+       "  54,\n",
+       "  100,\n",
+       "  65,\n",
+       "  58,\n",
+       "  54,\n",
+       "  70,\n",
+       "  90,\n",
+       "  58,\n",
+       "  87,\n",
+       "  31,\n",
+       "  67,\n",
+       "  88,\n",
+       "  74,\n",
+       "  85,\n",
+       "  69,\n",
+       "  86,\n",
+       "  67,\n",
+       "  90,\n",
+       "  76,\n",
+       "  62,\n",
+       "  68,\n",
+       "  64,\n",
+       "  71,\n",
+       "  71,\n",
+       "  59,\n",
+       "  68,\n",
+       "  52,\n",
+       "  52,\n",
+       "  74,\n",
+       "  47,\n",
+       "  75,\n",
+       "  53,\n",
+       "  82,\n",
+       "  85,\n",
+       "  64,\n",
+       "  83,\n",
+       "  88,\n",
+       "  64,\n",
+       "  64,\n",
+       "  48,\n",
+       "  78,\n",
+       "  69,\n",
+       "  71,\n",
+       "  79,\n",
+       "  87,\n",
+       "  61,\n",
+       "  89,\n",
+       "  59,\n",
+       "  82,\n",
+       "  70,\n",
+       "  59,\n",
+       "  78,\n",
+       "  92,\n",
+       "  71,\n",
+       "  50,\n",
+       "  49,\n",
+       "  61,\n",
+       "  97,\n",
+       "  87,\n",
+       "  89,\n",
+       "  74,\n",
+       "  78,\n",
+       "  78,\n",
+       "  49,\n",
+       "  86,\n",
+       "  58,\n",
+       "  59,\n",
+       "  52,\n",
+       "  60,\n",
+       "  61,\n",
+       "  53,\n",
+       "  41,\n",
+       "  74,\n",
+       "  67,\n",
+       "  54,\n",
+       "  61,\n",
+       "  88,\n",
+       "  69,\n",
+       "  83,\n",
+       "  60,\n",
+       "  66,\n",
+       "  66,\n",
+       "  92,\n",
+       "  69,\n",
+       "  82,\n",
+       "  77,\n",
+       "  95,\n",
+       "  63,\n",
+       "  83,\n",
+       "  100,\n",
+       "  67,\n",
+       "  67,\n",
+       "  72,\n",
+       "  76,\n",
+       "  90,\n",
+       "  48,\n",
+       "  62,\n",
+       "  45,\n",
+       "  39,\n",
+       "  72,\n",
+       "  67,\n",
+       "  70,\n",
+       "  66,\n",
+       "  75,\n",
+       "  74,\n",
+       "  90,\n",
+       "  80,\n",
+       "  51,\n",
+       "  43,\n",
+       "  100,\n",
+       "  71,\n",
+       "  48,\n",
+       "  68,\n",
+       "  75,\n",
+       "  96,\n",
+       "  62,\n",
+       "  66,\n",
+       "  81,\n",
+       "  55,\n",
+       "  51,\n",
+       "  91,\n",
+       "  56,\n",
+       "  61,\n",
+       "  97,\n",
+       "  79,\n",
+       "  73,\n",
+       "  75,\n",
+       "  77,\n",
+       "  76,\n",
+       "  73,\n",
+       "  63,\n",
+       "  64,\n",
+       "  66,\n",
+       "  57,\n",
+       "  62,\n",
+       "  68,\n",
+       "  76,\n",
+       "  100,\n",
+       "  79,\n",
+       "  24,\n",
+       "  54,\n",
+       "  77,\n",
+       "  82,\n",
+       "  60,\n",
+       "  29,\n",
+       "  78,\n",
+       "  57,\n",
+       "  89,\n",
+       "  72,\n",
+       "  84,\n",
+       "  58,\n",
+       "  64,\n",
+       "  63,\n",
+       "  60,\n",
+       "  59,\n",
+       "  90,\n",
+       "  77,\n",
+       "  93,\n",
+       "  68,\n",
+       "  45,\n",
+       "  78,\n",
+       "  81,\n",
+       "  73,\n",
+       "  61,\n",
+       "  63,\n",
+       "  51,\n",
+       "  96,\n",
+       "  58,\n",
+       "  97,\n",
+       "  70,\n",
+       "  48,\n",
+       "  57,\n",
+       "  51,\n",
+       "  64,\n",
+       "  60,\n",
+       "  74,\n",
+       "  88,\n",
+       "  84,\n",
+       "  74,\n",
+       "  80,\n",
+       "  92,\n",
+       "  76,\n",
+       "  74,\n",
+       "  52,\n",
+       "  88,\n",
+       "  81,\n",
+       "  79,\n",
+       "  65,\n",
+       "  81,\n",
+       "  70,\n",
+       "  62,\n",
+       "  53,\n",
+       "  79,\n",
+       "  56,\n",
+       "  80,\n",
+       "  86,\n",
+       "  70,\n",
+       "  79,\n",
+       "  67,\n",
+       "  67,\n",
+       "  66,\n",
+       "  60,\n",
+       "  87,\n",
+       "  77,\n",
+       "  66,\n",
+       "  71,\n",
+       "  69,\n",
+       "  63,\n",
+       "  60,\n",
+       "  73,\n",
+       "  85,\n",
+       "  74,\n",
+       "  72,\n",
+       "  76,\n",
+       "  57,\n",
+       "  78,\n",
+       "  84,\n",
+       "  77,\n",
+       "  64,\n",
+       "  78,\n",
+       "  82,\n",
+       "  75,\n",
+       "  61,\n",
+       "  72,\n",
+       "  68,\n",
+       "  55,\n",
+       "  40,\n",
+       "  66,\n",
+       "  99,\n",
+       "  75,\n",
+       "  78,\n",
+       "  58,\n",
+       "  90,\n",
+       "  53,\n",
+       "  76,\n",
+       "  74,\n",
+       "  77,\n",
+       "  63,\n",
+       "  89,\n",
+       "  82,\n",
+       "  72,\n",
+       "  78,\n",
+       "  66,\n",
+       "  81,\n",
+       "  67,\n",
+       "  84,\n",
+       "  64,\n",
+       "  63,\n",
+       "  72,\n",
+       "  34,\n",
+       "  59,\n",
+       "  87,\n",
+       "  61,\n",
+       "  84,\n",
+       "  85,\n",
+       "  100,\n",
+       "  81,\n",
+       "  70,\n",
+       "  94,\n",
+       "  78,\n",
+       "  96,\n",
+       "  76,\n",
+       "  73,\n",
+       "  72,\n",
+       "  59,\n",
+       "  90,\n",
+       "  48,\n",
+       "  43,\n",
+       "  74,\n",
+       "  75,\n",
+       "  51,\n",
+       "  92,\n",
+       "  39,\n",
+       "  77,\n",
+       "  46,\n",
+       "  89,\n",
+       "  47,\n",
+       "  58,\n",
+       "  57,\n",
+       "  79,\n",
+       "  66,\n",
+       "  71,\n",
+       "  60,\n",
+       "  73,\n",
+       "  57,\n",
+       "  84,\n",
+       "  73,\n",
+       "  55,\n",
+       "  79,\n",
+       "  75,\n",
+       "  64,\n",
+       "  60,\n",
+       "  84,\n",
+       "  69,\n",
+       "  72,\n",
+       "  77,\n",
+       "  90,\n",
+       "  55,\n",
+       "  95,\n",
+       "  58,\n",
+       "  68,\n",
+       "  59,\n",
+       "  77,\n",
+       "  72,\n",
+       "  58,\n",
+       "  81,\n",
+       "  62,\n",
+       "  63,\n",
+       "  72,\n",
+       "  75,\n",
+       "  62,\n",
+       "  71,\n",
+       "  60,\n",
+       "  48,\n",
+       "  73,\n",
+       "  67,\n",
+       "  78,\n",
+       "  65,\n",
+       "  58,\n",
+       "  72,\n",
+       "  44,\n",
+       "  79,\n",
+       "  85,\n",
+       "  56,\n",
+       "  90,\n",
+       "  85,\n",
+       "  59,\n",
+       "  81,\n",
+       "  51,\n",
+       "  79,\n",
+       "  38,\n",
+       "  65,\n",
+       "  65,\n",
+       "  62,\n",
+       "  66,\n",
+       "  74,\n",
+       "  84,\n",
+       "  52,\n",
+       "  68,\n",
+       "  70,\n",
+       "  84,\n",
+       "  60,\n",
+       "  55,\n",
+       "  73,\n",
+       "  80,\n",
+       "  94,\n",
+       "  85,\n",
+       "  76,\n",
+       "  81,\n",
+       "  74,\n",
+       "  45,\n",
+       "  75,\n",
+       "  54,\n",
+       "  31,\n",
+       "  47,\n",
+       "  64,\n",
+       "  84,\n",
+       "  80,\n",
+       "  86,\n",
+       "  59,\n",
+       "  70,\n",
+       "  72,\n",
+       "  91,\n",
+       "  90,\n",
+       "  90,\n",
+       "  52,\n",
+       "  87,\n",
+       "  58,\n",
+       "  67,\n",
+       "  68,\n",
+       "  69,\n",
+       "  86,\n",
+       "  54,\n",
+       "  60,\n",
+       "  86,\n",
+       "  60,\n",
+       "  82,\n",
+       "  50,\n",
+       "  64,\n",
+       "  64,\n",
+       "  82,\n",
+       "  57,\n",
+       "  77,\n",
+       "  52,\n",
+       "  58,\n",
+       "  44,\n",
+       "  77,\n",
+       "  65,\n",
+       "  85,\n",
+       "  85,\n",
+       "  54,\n",
+       "  72,\n",
+       "  75,\n",
+       "  67,\n",
+       "  68,\n",
+       "  85,\n",
+       "  67,\n",
+       "  64,\n",
+       "  97,\n",
+       "  68,\n",
+       "  79,\n",
+       "  49,\n",
+       "  73,\n",
+       "  62,\n",
+       "  86,\n",
+       "  42,\n",
+       "  71,\n",
+       "  93,\n",
+       "  82,\n",
+       "  53,\n",
+       "  42,\n",
+       "  74,\n",
+       "  51,\n",
+       "  58,\n",
+       "  72,\n",
+       "  84,\n",
+       "  90,\n",
+       "  62,\n",
+       "  64,\n",
+       "  82,\n",
+       "  61,\n",
+       "  72,\n",
+       "  76,\n",
+       "  64,\n",
+       "  70,\n",
+       "  73,\n",
+       "  46,\n",
+       "  51,\n",
+       "  76,\n",
+       "  100,\n",
+       "  72,\n",
+       "  65,\n",
+       "  51,\n",
+       "  85,\n",
+       "  92,\n",
+       "  67,\n",
+       "  74,\n",
+       "  62,\n",
+       "  34,\n",
+       "  29,\n",
+       "  78,\n",
+       "  54,\n",
+       "  78,\n",
+       "  84,\n",
+       "  78,\n",
+       "  48,\n",
+       "  100,\n",
+       "  84,\n",
+       "  77,\n",
+       "  48,\n",
+       "  84,\n",
+       "  75,\n",
+       "  64,\n",
+       "  42,\n",
+       "  84,\n",
+       "  61,\n",
+       "  62,\n",
+       "  61,\n",
+       "  70,\n",
+       "  100,\n",
+       "  61,\n",
+       "  77,\n",
+       "  96,\n",
+       "  70,\n",
+       "  53,\n",
+       "  66,\n",
+       "  65,\n",
+       "  70,\n",
+       "  64,\n",
+       "  56,\n",
+       "  61,\n",
+       "  43,\n",
+       "  56,\n",
+       "  74,\n",
+       "  57,\n",
+       "  71,\n",
+       "  75,\n",
+       "  87,\n",
+       "  63,\n",
+       "  57,\n",
+       "  58,\n",
+       "  81,\n",
+       "  68,\n",
+       "  66,\n",
+       "  91,\n",
+       "  66,\n",
+       "  62,\n",
+       "  68,\n",
+       "  61,\n",
+       "  82,\n",
+       "  58,\n",
+       "  50,\n",
+       "  75,\n",
+       "  73,\n",
+       "  77,\n",
+       "  74,\n",
+       "  52,\n",
+       "  69,\n",
+       "  57,\n",
+       "  87,\n",
+       "  100,\n",
+       "  63,\n",
+       "  81,\n",
+       "  58,\n",
+       "  54,\n",
+       "  100,\n",
+       "  76,\n",
+       "  57,\n",
+       "  70,\n",
+       "  68,\n",
+       "  63,\n",
+       "  76,\n",
+       "  84,\n",
+       "  100,\n",
+       "  72,\n",
+       "  50,\n",
+       "  65,\n",
+       "  63,\n",
+       "  82,\n",
+       "  62,\n",
+       "  65,\n",
+       "  41,\n",
+       "  95,\n",
+       "  24,\n",
+       "  78,\n",
+       "  85,\n",
+       "  87,\n",
+       "  75,\n",
+       "  51,\n",
+       "  59,\n",
+       "  75,\n",
+       "  45,\n",
+       "  86,\n",
+       "  81,\n",
+       "  82,\n",
+       "  76,\n",
+       "  72,\n",
+       "  63,\n",
+       "  99,\n",
+       "  55,\n",
+       "  71,\n",
+       "  78,\n",
+       "  86],\n",
+       " [74,\n",
+       "  88,\n",
+       "  93,\n",
+       "  44,\n",
+       "  75,\n",
+       "  78,\n",
+       "  92,\n",
+       "  39,\n",
+       "  67,\n",
+       "  50,\n",
+       "  52,\n",
+       "  43,\n",
+       "  73,\n",
+       "  70,\n",
+       "  58,\n",
+       "  78,\n",
+       "  86,\n",
+       "  28,\n",
+       "  46,\n",
+       "  61,\n",
+       "  63,\n",
+       "  70,\n",
+       "  53,\n",
+       "  73,\n",
+       "  80,\n",
+       "  72,\n",
+       "  55,\n",
+       "  75,\n",
+       "  65,\n",
+       "  75,\n",
+       "  74,\n",
+       "  61,\n",
+       "  65,\n",
+       "  38,\n",
+       "  82,\n",
+       "  79,\n",
+       "  83,\n",
+       "  59,\n",
+       "  88,\n",
+       "  57,\n",
+       "  54,\n",
+       "  68,\n",
+       "  65,\n",
+       "  66,\n",
+       "  54,\n",
+       "  57,\n",
+       "  62,\n",
+       "  76,\n",
+       "  76,\n",
+       "  82,\n",
+       "  48,\n",
+       "  68,\n",
+       "  42,\n",
+       "  75,\n",
+       "  87,\n",
+       "  43,\n",
+       "  86,\n",
+       "  49,\n",
+       "  58,\n",
+       "  10,\n",
+       "  72,\n",
+       "  34,\n",
+       "  55,\n",
+       "  71,\n",
+       "  59,\n",
+       "  61,\n",
+       "  37,\n",
+       "  74,\n",
+       "  56,\n",
+       "  57,\n",
+       "  73,\n",
+       "  63,\n",
+       "  48,\n",
+       "  56,\n",
+       "  41,\n",
+       "  38,\n",
+       "  22,\n",
+       "  81,\n",
+       "  72,\n",
+       "  68,\n",
+       "  50,\n",
+       "  45,\n",
+       "  54,\n",
+       "  63,\n",
+       "  34,\n",
+       "  82,\n",
+       "  88,\n",
+       "  74,\n",
+       "  67,\n",
+       "  82,\n",
+       "  74,\n",
+       "  36,\n",
+       "  71,\n",
+       "  50,\n",
+       "  92,\n",
+       "  82,\n",
+       "  62,\n",
+       "  70,\n",
+       "  62,\n",
+       "  62,\n",
+       "  67,\n",
+       "  74,\n",
+       "  89,\n",
+       "  47,\n",
+       "  90,\n",
+       "  72,\n",
+       "  100,\n",
+       "  64,\n",
+       "  70,\n",
+       "  72,\n",
+       "  98,\n",
+       "  49,\n",
+       "  47,\n",
+       "  54,\n",
+       "  100,\n",
+       "  74,\n",
+       "  82,\n",
+       "  79,\n",
+       "  61,\n",
+       "  65,\n",
+       "  89,\n",
+       "  92,\n",
+       "  93,\n",
+       "  56,\n",
+       "  73,\n",
+       "  86,\n",
+       "  67,\n",
+       "  74,\n",
+       "  74,\n",
+       "  51,\n",
+       "  82,\n",
+       "  40,\n",
+       "  70,\n",
+       "  84,\n",
+       "  75,\n",
+       "  48,\n",
+       "  41,\n",
+       "  56,\n",
+       "  67,\n",
+       "  69,\n",
+       "  71,\n",
+       "  64,\n",
+       "  54,\n",
+       "  47,\n",
+       "  78,\n",
+       "  33,\n",
+       "  75,\n",
+       "  66,\n",
+       "  81,\n",
+       "  93,\n",
+       "  69,\n",
+       "  68,\n",
+       "  66,\n",
+       "  47,\n",
+       "  61,\n",
+       "  88,\n",
+       "  78,\n",
+       "  60,\n",
+       "  87,\n",
+       "  64,\n",
+       "  74,\n",
+       "  85,\n",
+       "  52,\n",
+       "  49,\n",
+       "  91,\n",
+       "  100,\n",
+       "  51,\n",
+       "  78,\n",
+       "  78,\n",
+       "  70,\n",
+       "  74,\n",
+       "  78,\n",
+       "  81,\n",
+       "  70,\n",
+       "  54,\n",
+       "  87,\n",
+       "  58,\n",
+       "  77,\n",
+       "  62,\n",
+       "  100,\n",
+       "  75,\n",
+       "  66,\n",
+       "  47,\n",
+       "  70,\n",
+       "  49,\n",
+       "  65,\n",
+       "  65,\n",
+       "  68,\n",
+       "  45,\n",
+       "  87,\n",
+       "  69,\n",
+       "  79,\n",
+       "  66,\n",
+       "  62,\n",
+       "  85,\n",
+       "  52,\n",
+       "  65,\n",
+       "  51,\n",
+       "  55,\n",
+       "  76,\n",
+       "  86,\n",
+       "  77,\n",
+       "  69,\n",
+       "  68,\n",
+       "  42,\n",
+       "  78,\n",
+       "  62,\n",
+       "  76,\n",
+       "  76,\n",
+       "  66,\n",
+       "  79,\n",
+       "  27,\n",
+       "  60,\n",
+       "  56,\n",
+       "  81,\n",
+       "  75,\n",
+       "  88,\n",
+       "  39,\n",
+       "  70,\n",
+       "  56,\n",
+       "  74,\n",
+       "  73,\n",
+       "  62,\n",
+       "  75,\n",
+       "  73,\n",
+       "  54,\n",
+       "  71,\n",
+       "  54,\n",
+       "  64,\n",
+       "  94,\n",
+       "  66,\n",
+       "  42,\n",
+       "  83,\n",
+       "  78,\n",
+       "  84,\n",
+       "  77,\n",
+       "  67,\n",
+       "  74,\n",
+       "  51,\n",
+       "  80,\n",
+       "  66,\n",
+       "  83,\n",
+       "  55,\n",
+       "  43,\n",
+       "  69,\n",
+       "  71,\n",
+       "  74,\n",
+       "  68,\n",
+       "  62,\n",
+       "  53,\n",
+       "  49,\n",
+       "  83,\n",
+       "  70,\n",
+       "  72,\n",
+       "  52,\n",
+       "  70,\n",
+       "  68,\n",
+       "  77,\n",
+       "  78,\n",
+       "  81,\n",
+       "  77,\n",
+       "  78,\n",
+       "  51,\n",
+       "  90,\n",
+       "  68,\n",
+       "  41,\n",
+       "  81,\n",
+       "  77,\n",
+       "  95,\n",
+       "  70,\n",
+       "  61,\n",
+       "  42,\n",
+       "  58,\n",
+       "  71,\n",
+       "  76,\n",
+       "  73,\n",
+       "  93,\n",
+       "  75,\n",
+       "  80,\n",
+       "  57,\n",
+       "  42,\n",
+       "  46,\n",
+       "  84,\n",
+       "  78,\n",
+       "  46,\n",
+       "  82,\n",
+       "  88,\n",
+       "  82,\n",
+       "  76,\n",
+       "  77,\n",
+       "  68,\n",
+       "  70,\n",
+       "  57,\n",
+       "  75,\n",
+       "  80,\n",
+       "  60,\n",
+       "  43,\n",
+       "  68,\n",
+       "  50,\n",
+       "  75,\n",
+       "  81,\n",
+       "  52,\n",
+       "  81,\n",
+       "  64,\n",
+       "  83,\n",
+       "  69,\n",
+       "  81,\n",
+       "  44,\n",
+       "  67,\n",
+       "  52,\n",
+       "  80,\n",
+       "  57,\n",
+       "  68,\n",
+       "  69,\n",
+       "  75,\n",
+       "  65,\n",
+       "  91,\n",
+       "  78,\n",
+       "  69,\n",
+       "  63,\n",
+       "  84,\n",
+       "  79,\n",
+       "  80,\n",
+       "  53,\n",
+       "  43,\n",
+       "  94,\n",
+       "  62,\n",
+       "  19,\n",
+       "  77,\n",
+       "  51,\n",
+       "  61,\n",
+       "  35,\n",
+       "  53,\n",
+       "  81,\n",
+       "  95,\n",
+       "  66,\n",
+       "  69,\n",
+       "  43,\n",
+       "  27,\n",
+       "  60,\n",
+       "  52,\n",
+       "  63,\n",
+       "  74,\n",
+       "  67,\n",
+       "  67,\n",
+       "  75,\n",
+       "  57,\n",
+       "  95,\n",
+       "  66,\n",
+       "  76,\n",
+       "  69,\n",
+       "  52,\n",
+       "  80,\n",
+       "  57,\n",
+       "  70,\n",
+       "  70,\n",
+       "  61,\n",
+       "  69,\n",
+       "  61,\n",
+       "  89,\n",
+       "  59,\n",
+       "  78,\n",
+       "  58,\n",
+       "  32,\n",
+       "  58,\n",
+       "  60,\n",
+       "  53,\n",
+       "  61,\n",
+       "  58,\n",
+       "  85,\n",
+       "  71,\n",
+       "  70,\n",
+       "  72,\n",
+       "  96,\n",
+       "  73,\n",
+       "  41,\n",
+       "  82,\n",
+       "  100,\n",
+       "  77,\n",
+       "  62,\n",
+       "  83,\n",
+       "  95,\n",
+       "  71,\n",
+       "  45,\n",
+       "  43,\n",
+       "  75,\n",
+       "  70,\n",
+       "  67,\n",
+       "  64,\n",
+       "  75,\n",
+       "  59,\n",
+       "  77,\n",
+       "  67,\n",
+       "  56,\n",
+       "  77,\n",
+       "  41,\n",
+       "  63,\n",
+       "  95,\n",
+       "  57,\n",
+       "  54,\n",
+       "  67,\n",
+       "  43,\n",
+       "  55,\n",
+       "  100,\n",
+       "  62,\n",
+       "  68,\n",
+       "  63,\n",
+       "  77,\n",
+       "  56,\n",
+       "  85,\n",
+       "  74,\n",
+       "  78,\n",
+       "  60,\n",
+       "  67,\n",
+       "  79,\n",
+       "  69,\n",
+       "  68,\n",
+       "  67,\n",
+       "  62,\n",
+       "  54,\n",
+       "  93,\n",
+       "  64,\n",
+       "  67,\n",
+       "  80,\n",
+       "  34,\n",
+       "  62,\n",
+       "  86,\n",
+       "  65,\n",
+       "  53,\n",
+       "  54,\n",
+       "  59,\n",
+       "  70,\n",
+       "  55,\n",
+       "  50,\n",
+       "  66,\n",
+       "  53,\n",
+       "  64,\n",
+       "  73,\n",
+       "  51,\n",
+       "  82,\n",
+       "  79,\n",
+       "  80,\n",
+       "  69,\n",
+       "  76,\n",
+       "  73,\n",
+       "  77,\n",
+       "  60,\n",
+       "  80,\n",
+       "  42,\n",
+       "  72,\n",
+       "  85,\n",
+       "  97,\n",
+       "  74,\n",
+       "  49,\n",
+       "  62,\n",
+       "  47,\n",
+       "  89,\n",
+       "  48,\n",
+       "  100,\n",
+       "  68,\n",
+       "  55,\n",
+       "  45,\n",
+       "  76,\n",
+       "  91,\n",
+       "  62,\n",
+       "  91,\n",
+       "  38,\n",
+       "  65,\n",
+       "  85,\n",
+       "  76,\n",
+       "  90,\n",
+       "  74,\n",
+       "  84,\n",
+       "  61,\n",
+       "  91,\n",
+       "  83,\n",
+       "  66,\n",
+       "  72,\n",
+       "  70,\n",
+       "  67,\n",
+       "  68,\n",
+       "  56,\n",
+       "  61,\n",
+       "  46,\n",
+       "  54,\n",
+       "  71,\n",
+       "  56,\n",
+       "  74,\n",
+       "  57,\n",
+       "  82,\n",
+       "  76,\n",
+       "  70,\n",
+       "  90,\n",
+       "  90,\n",
+       "  68,\n",
+       "  66,\n",
+       "  52,\n",
+       "  76,\n",
+       "  68,\n",
+       "  72,\n",
+       "  82,\n",
+       "  92,\n",
+       "  54,\n",
+       "  92,\n",
+       "  54,\n",
+       "  80,\n",
+       "  66,\n",
+       "  54,\n",
+       "  77,\n",
+       "  87,\n",
+       "  73,\n",
+       "  43,\n",
+       "  52,\n",
+       "  62,\n",
+       "  94,\n",
+       "  85,\n",
+       "  84,\n",
+       "  73,\n",
+       "  78,\n",
+       "  79,\n",
+       "  52,\n",
+       "  84,\n",
+       "  57,\n",
+       "  50,\n",
+       "  49,\n",
+       "  59,\n",
+       "  60,\n",
+       "  43,\n",
+       "  47,\n",
+       "  70,\n",
+       "  73,\n",
+       "  53,\n",
+       "  58,\n",
+       "  94,\n",
+       "  68,\n",
+       "  83,\n",
+       "  58,\n",
+       "  62,\n",
+       "  71,\n",
+       "  86,\n",
+       "  68,\n",
+       "  80,\n",
+       "  79,\n",
+       "  89,\n",
+       "  66,\n",
+       "  80,\n",
+       "  97,\n",
+       "  64,\n",
+       "  64,\n",
+       "  69,\n",
+       "  65,\n",
+       "  88,\n",
+       "  50,\n",
+       "  64,\n",
+       "  40,\n",
+       "  33,\n",
+       "  79,\n",
+       "  66,\n",
+       "  70,\n",
+       "  62,\n",
+       "  79,\n",
+       "  74,\n",
+       "  92,\n",
+       "  80,\n",
+       "  46,\n",
+       "  45,\n",
+       "  100,\n",
+       "  78,\n",
+       "  47,\n",
+       "  67,\n",
+       "  70,\n",
+       "  92,\n",
+       "  56,\n",
+       "  64,\n",
+       "  71,\n",
+       "  53,\n",
+       "  52,\n",
+       "  89,\n",
+       "  58,\n",
+       "  68,\n",
+       "  96,\n",
+       "  80,\n",
+       "  78,\n",
+       "  80,\n",
+       "  77,\n",
+       "  76,\n",
+       "  73,\n",
+       "  62,\n",
+       "  65,\n",
+       "  65,\n",
+       "  54,\n",
+       "  50,\n",
+       "  64,\n",
+       "  73,\n",
+       "  99,\n",
+       "  72,\n",
+       "  15,\n",
+       "  48,\n",
+       "  73,\n",
+       "  81,\n",
+       "  63,\n",
+       "  30,\n",
+       "  80,\n",
+       "  51,\n",
+       "  90,\n",
+       "  62,\n",
+       "  82,\n",
+       "  54,\n",
+       "  62,\n",
+       "  65,\n",
+       "  63,\n",
+       "  66,\n",
+       "  91,\n",
+       "  74,\n",
+       "  93,\n",
+       "  72,\n",
+       "  38,\n",
+       "  83,\n",
+       "  84,\n",
+       "  68,\n",
+       "  54,\n",
+       "  56,\n",
+       "  52,\n",
+       "  86,\n",
+       "  62,\n",
+       "  99,\n",
+       "  63,\n",
+       "  46,\n",
+       "  46,\n",
+       "  55,\n",
+       "  70,\n",
+       "  65,\n",
+       "  81,\n",
+       "  85,\n",
+       "  80,\n",
+       "  64,\n",
+       "  81,\n",
+       "  88,\n",
+       "  74,\n",
+       "  73,\n",
+       "  51,\n",
+       "  90,\n",
+       "  79,\n",
+       "  80,\n",
+       "  60,\n",
+       "  81,\n",
+       "  65,\n",
+       "  68,\n",
+       "  55,\n",
+       "  81,\n",
+       "  53,\n",
+       "  76,\n",
+       "  98,\n",
+       "  74,\n",
+       "  79,\n",
+       "  67,\n",
+       "  64,\n",
+       "  61,\n",
+       "  58,\n",
+       "  85,\n",
+       "  73,\n",
+       "  63,\n",
+       "  69,\n",
+       "  67,\n",
+       "  63,\n",
+       "  60,\n",
+       "  71,\n",
+       "  87,\n",
+       "  61,\n",
+       "  77,\n",
+       "  68,\n",
+       "  50,\n",
+       "  76,\n",
+       "  84,\n",
+       "  78,\n",
+       "  66,\n",
+       "  76,\n",
+       "  76,\n",
+       "  78,\n",
+       "  60,\n",
+       "  74,\n",
+       "  60,\n",
+       "  54,\n",
+       "  44,\n",
+       "  68,\n",
+       "  100,\n",
+       "  68,\n",
+       "  73,\n",
+       "  44,\n",
+       "  83,\n",
+       "  53,\n",
+       "  78,\n",
+       "  81,\n",
+       "  73,\n",
+       "  56,\n",
+       "  86,\n",
+       "  90,\n",
+       "  70,\n",
+       "  79,\n",
+       "  59,\n",
+       "  82,\n",
+       "  72,\n",
+       "  87,\n",
+       "  67,\n",
+       "  64,\n",
+       "  65,\n",
+       "  36,\n",
+       "  52,\n",
+       "  79,\n",
+       "  58,\n",
+       "  90,\n",
+       "  85,\n",
+       "  99,\n",
+       "  84,\n",
+       "  74,\n",
+       "  87,\n",
+       "  72,\n",
+       "  99,\n",
+       "  74,\n",
+       "  80,\n",
+       "  70,\n",
+       "  59,\n",
+       "  88,\n",
+       "  42,\n",
+       "  41,\n",
+       "  71,\n",
+       "  77,\n",
+       "  57,\n",
+       "  84,\n",
+       "  37,\n",
+       "  80,\n",
+       "  43,\n",
+       "  94,\n",
+       "  44,\n",
+       "  57,\n",
+       "  59,\n",
+       "  84,\n",
+       "  73,\n",
+       "  73,\n",
+       "  55,\n",
+       "  72,\n",
+       "  56,\n",
+       "  82,\n",
+       "  72,\n",
+       "  47,\n",
+       "  74,\n",
+       "  71,\n",
+       "  68,\n",
+       "  59,\n",
+       "  86,\n",
+       "  68,\n",
+       "  65,\n",
+       "  75,\n",
+       "  85,\n",
+       "  53,\n",
+       "  92,\n",
+       "  52,\n",
+       "  72,\n",
+       "  65,\n",
+       "  77,\n",
+       "  64,\n",
+       "  54,\n",
+       "  86,\n",
+       "  63,\n",
+       "  59,\n",
+       "  72,\n",
+       "  77,\n",
+       "  60,\n",
+       "  75,\n",
+       "  57,\n",
+       "  49,\n",
+       "  74,\n",
+       "  72,\n",
+       "  79,\n",
+       "  60,\n",
+       "  55,\n",
+       "  70,\n",
+       "  43,\n",
+       "  82,\n",
+       "  82,\n",
+       "  57,\n",
+       "  84,\n",
+       "  82,\n",
+       "  62,\n",
+       "  79,\n",
+       "  44,\n",
+       "  77,\n",
+       "  32,\n",
+       "  61,\n",
+       "  61,\n",
+       "  60,\n",
+       "  70,\n",
+       "  69,\n",
+       "  77,\n",
+       "  51,\n",
+       "  73,\n",
+       "  70,\n",
+       "  81,\n",
+       "  54,\n",
+       "  57,\n",
+       "  68,\n",
+       "  73,\n",
+       "  95,\n",
+       "  87,\n",
+       "  78,\n",
+       "  74,\n",
+       "  75,\n",
+       "  40,\n",
+       "  69,\n",
+       "  51,\n",
+       "  36,\n",
+       "  49,\n",
+       "  67,\n",
+       "  76,\n",
+       "  83,\n",
+       "  87,\n",
+       "  64,\n",
+       "  76,\n",
+       "  68,\n",
+       "  88,\n",
+       "  92,\n",
+       "  93,\n",
+       "  51,\n",
+       "  82,\n",
+       "  52,\n",
+       "  58,\n",
+       "  70,\n",
+       "  76,\n",
+       "  81,\n",
+       "  53,\n",
+       "  57,\n",
+       "  89,\n",
+       "  58,\n",
+       "  89,\n",
+       "  45,\n",
+       "  74,\n",
+       "  57,\n",
+       "  79,\n",
+       "  53,\n",
+       "  73,\n",
+       "  46,\n",
+       "  51,\n",
+       "  36,\n",
+       "  76,\n",
+       "  64,\n",
+       "  84,\n",
+       "  85,\n",
+       "  50,\n",
+       "  68,\n",
+       "  69,\n",
+       "  67,\n",
+       "  63,\n",
+       "  93,\n",
+       "  61,\n",
+       "  55,\n",
+       "  96,\n",
+       "  65,\n",
+       "  81,\n",
+       "  46,\n",
+       "  72,\n",
+       "  53,\n",
+       "  87,\n",
+       "  38,\n",
+       "  80,\n",
+       "  91,\n",
+       "  88,\n",
+       "  52,\n",
+       "  41,\n",
+       "  72,\n",
+       "  51,\n",
+       "  47,\n",
+       "  76,\n",
+       "  78,\n",
+       "  82,\n",
+       "  61,\n",
+       "  66,\n",
+       "  84,\n",
+       "  54,\n",
+       "  80,\n",
+       "  74,\n",
+       "  66,\n",
+       "  70,\n",
+       "  71,\n",
+       "  44,\n",
+       "  54,\n",
+       "  80,\n",
+       "  95,\n",
+       "  59,\n",
+       "  74,\n",
+       "  48,\n",
+       "  91,\n",
+       "  85,\n",
+       "  73,\n",
+       "  75,\n",
+       "  69,\n",
+       "  38,\n",
+       "  27,\n",
+       "  79,\n",
+       "  63,\n",
+       "  82,\n",
+       "  89,\n",
+       "  74,\n",
+       "  41,\n",
+       "  100,\n",
+       "  84,\n",
+       "  77,\n",
+       "  51,\n",
+       "  91,\n",
+       "  72,\n",
+       "  70,\n",
+       "  48,\n",
+       "  82,\n",
+       "  66,\n",
+       "  66,\n",
+       "  55,\n",
+       "  66,\n",
+       "  100,\n",
+       "  52,\n",
+       "  80,\n",
+       "  91,\n",
+       "  67,\n",
+       "  46,\n",
+       "  66,\n",
+       "  65,\n",
+       "  69,\n",
+       "  60,\n",
+       "  52,\n",
+       "  71,\n",
+       "  44,\n",
+       "  51,\n",
+       "  70,\n",
+       "  62,\n",
+       "  73,\n",
+       "  74,\n",
+       "  90,\n",
+       "  58,\n",
+       "  53,\n",
+       "  57,\n",
+       "  85,\n",
+       "  69,\n",
+       "  72,\n",
+       "  96,\n",
+       "  64,\n",
+       "  61,\n",
+       "  61,\n",
+       "  58,\n",
+       "  80,\n",
+       "  60,\n",
+       "  52,\n",
+       "  73,\n",
+       "  71,\n",
+       "  83,\n",
+       "  72,\n",
+       "  54,\n",
+       "  69,\n",
+       "  62,\n",
+       "  81,\n",
+       "  100,\n",
+       "  59,\n",
+       "  71,\n",
+       "  64,\n",
+       "  53,\n",
+       "  100,\n",
+       "  75,\n",
+       "  58,\n",
+       "  72,\n",
+       "  64,\n",
+       "  60,\n",
+       "  67,\n",
+       "  80,\n",
+       "  100,\n",
+       "  69,\n",
+       "  60,\n",
+       "  61,\n",
+       "  67,\n",
+       "  77,\n",
+       "  60,\n",
+       "  58,\n",
+       "  48,\n",
+       "  94,\n",
+       "  23,\n",
+       "  78,\n",
+       "  86,\n",
+       "  91,\n",
+       "  82,\n",
+       "  54,\n",
+       "  51,\n",
+       "  76,\n",
+       "  45,\n",
+       "  83,\n",
+       "  75,\n",
+       "  78,\n",
+       "  76,\n",
+       "  74,\n",
+       "  62,\n",
+       "  95,\n",
+       "  55,\n",
+       "  65,\n",
+       "  77,\n",
+       "  86]]"
+      ]
+     },
+     "execution_count": 76,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 76
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-04-24T15:56:55.709090Z",
+     "start_time": "2025-04-24T15:56:55.654293Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "labels = ['数学成绩','阅读成绩','写作成绩']\n",
+    "plt.figure(figsize=(1.3,2), dpi=300)\n",
+    "plt.boxplot(grade_single, notch=True, labels=labels, meanline=True,flierprops=dict(markersize=2), widths=0.3)\n",
+    "plt.title('学生各项考试成绩分散情况箱线图', fontsize=6)\n",
+    "plt.xticks(fontsize=6)\n",
+    "plt.yticks(fontsize=6)\n",
+    "plt.show()"
+   ],
+   "id": "fe6334b7153b26f3",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 390x600 with 1 Axes>"
+      ],
+      "image/png": "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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 77
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": [
+    "## 🎯 结论总结\n",
+    "\n",
+    "### ✅ 总成绩分布结论：\n",
+    "\n",
+    "- 超八成学生在“及格”及以上，说明整体成绩水平较好。\n",
+    "- 有约 1/10 学生不及格，需要给予更多辅导或支持。\n",
+    "- “良好”最多，占近一半，说明多数学生在中上水平，具备进一步提高的潜力。\n",
+    "\n",
+    "---\n",
+    "\n",
+    "### ✅ 单科成绩分散结论：\n",
+    "\n",
+    "- 三科成绩的中位数都偏高，说明大多数学生得分在及格线以上。\n",
+    "- 数学和写作的离散程度大于阅读，说明这两科差异性更大，存在部分成绩特别高或特别低的学生。\n",
+    "- 数学异常值最多，可能是该科学生差距最大的体现，建议个别关注。\n",
+    "\n",
+    "---\n",
+    "\n",
+    "### 🧠 综合建议：\n",
+    "\n",
+    "- **提升良好 → 优秀**：大量学生处在“良好”区间，有提升空间，可通过强化训练或拓展课程提升至优秀。\n",
+    "- **关注不及格学生**：需个性化辅导，查漏补缺。\n",
+    "- **关注数学两极分化**：制定针对性提升方案，帮助数学成绩波动大的学生。"
+   ],
+   "id": "9952d9ec11b1ea44"
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/商务大数据分析/20250430/许龙津+202212410328.html b/商务大数据分析/20250430/许龙津+202212410328.html
new file mode 100644
index 0000000..7b2bc3f
--- /dev/null
+++ b/商务大数据分析/20250430/许龙津+202212410328.html
@@ -0,0 +1,17526 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<title>task2</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
+
+
+
+
+<style type="text/css">
+    pre { line-height: 125%; }
+td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight .hll { background-color: var(--jp-cell-editor-active-background) }
+.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }
+.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */
+.highlight .err { color: var(--jp-mirror-editor-error-color) } /* Error */
+.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */
+.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */
+.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */
+.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */
+.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */
+.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */
+.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */
+.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */
+.highlight .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */
+.highlight .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */
+.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */
+.highlight .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */
+.highlight .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */
+.highlight .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */
+.highlight .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */
+.highlight .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */
+.highlight .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */
+.highlight .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */
+.highlight .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */
+.highlight .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */
+.highlight .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */
+.highlight .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */
+.highlight .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */
+.highlight .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */
+.highlight .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */
+.highlight .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */
+.highlight .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */
+.highlight .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */
+.highlight .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */
+.highlight .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */
+.highlight .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */
+  </style>
+
+
+
+<style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+ * Mozilla scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+[data-jp-theme-scrollbars='true'] {
+  scrollbar-color: rgb(var(--jp-scrollbar-thumb-color))
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar. These selectors
+ * will match lower in the tree, and so will override the above */
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar {
+  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny {
+  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+  scrollbar-width: thin;
+}
+
+/*
+ * Webkit scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {
+  background: var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {
+  background: rgb(var(--jp-scrollbar-thumb-color));
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-right: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-bottom: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar */
+
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-corner,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-corner {
+  background-color: transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid transparent;
+  border-right: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid transparent;
+  border-bottom: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny::-webkit-scrollbar,
+.jp-scrollbar-tiny::-webkit-scrollbar-corner {
+  background-color: transparent;
+  height: 4px;
+  width: 4px;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {
+  border-left: 0px solid transparent;
+  border-right: 0px solid transparent;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
+  border-top: 0px solid transparent;
+  border-bottom: 0px solid transparent;
+}
+
+/*
+ * Phosphor
+ */
+
+.lm-ScrollBar[data-orientation='horizontal'] {
+  min-height: 16px;
+  max-height: 16px;
+  min-width: 45px;
+  border-top: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] {
+  min-width: 16px;
+  max-width: 16px;
+  min-height: 45px;
+  border-left: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar-button {
+  background-color: #f0f0f0;
+  background-position: center center;
+  min-height: 15px;
+  max-height: 15px;
+  min-width: 15px;
+  max-width: 15px;
+}
+
+.lm-ScrollBar-button:hover {
+  background-color: #dadada;
+}
+
+.lm-ScrollBar-button.lm-mod-active {
+  background-color: #cdcdcd;
+}
+
+.lm-ScrollBar-track {
+  background: #f0f0f0;
+}
+
+.lm-ScrollBar-thumb {
+  background: #cdcdcd;
+}
+
+.lm-ScrollBar-thumb:hover {
+  background: #bababa;
+}
+
+.lm-ScrollBar-thumb.lm-mod-active {
+  background: #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {
+  height: 100%;
+  min-width: 15px;
+  border-left: 1px solid #a0a0a0;
+  border-right: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {
+  width: 100%;
+  min-height: 15px;
+  border-top: 1px solid #a0a0a0;
+  border-bottom: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-left);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-right);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-up);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-down);
+  background-size: 17px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Widget, /* </DEPRECATED> */
+.lm-Widget {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  cursor: default;
+}
+
+
+/* <DEPRECATED> */ .p-Widget.p-mod-hidden, /* </DEPRECATED> */
+.lm-Widget.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-CommandPalette, /* </DEPRECATED> */
+.lm-CommandPalette {
+  display: flex;
+  flex-direction: column;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-search, /* </DEPRECATED> */
+.lm-CommandPalette-search {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-content, /* </DEPRECATED> */
+.lm-CommandPalette-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  min-height: 0;
+  overflow: auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-header, /* </DEPRECATED> */
+.lm-CommandPalette-header {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-item, /* </DEPRECATED> */
+.lm-CommandPalette-item {
+  display: flex;
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemIcon, /* </DEPRECATED> */
+.lm-CommandPalette-itemIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemContent, /* </DEPRECATED> */
+.lm-CommandPalette-itemContent {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemShortcut, /* </DEPRECATED> */
+.lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemLabel, /* </DEPRECATED> */
+.lm-CommandPalette-itemLabel {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.lm-close-icon {
+	border:1px solid transparent;
+  background-color: transparent;
+  position: absolute;
+	z-index:1;
+	right:3%;
+	top: 0;
+	bottom: 0;
+	margin: auto;
+	padding: 7px 0;
+	display: none;
+	vertical-align: middle;
+  outline: 0;
+  cursor: pointer;
+}
+.lm-close-icon:after {
+	content: "X";
+	display: block;
+	width: 15px;
+	height: 15px;
+	text-align: center;
+	color:#000;
+	font-weight: normal;
+	font-size: 12px;
+	cursor: pointer;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-DockPanel, /* </DEPRECATED> */
+.lm-DockPanel {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-widget, /* </DEPRECATED> */
+.lm-DockPanel-widget {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-tabBar, /* </DEPRECATED> */
+.lm-DockPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle, /* </DEPRECATED> */
+.lm-DockPanel-handle {
+  z-index: 2;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle:after, /* </DEPRECATED> */
+.lm-DockPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal'] {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical'] {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal']:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical']:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay, /* </DEPRECATED> */
+.lm-DockPanel-overlay {
+  z-index: 3;
+  box-sizing: border-box;
+  pointer-events: none;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-overlay.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Menu, /* </DEPRECATED> */
+.lm-Menu {
+  z-index: 10000;
+  position: absolute;
+  white-space: nowrap;
+  overflow-x: hidden;
+  overflow-y: auto;
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-content, /* </DEPRECATED> */
+.lm-Menu-content {
+  margin: 0;
+  padding: 0;
+  display: table;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-item, /* </DEPRECATED> */
+.lm-Menu-item {
+  display: table-row;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-item.p-mod-hidden,
+.p-Menu-item.p-mod-collapsed,
+/* </DEPRECATED> */
+.lm-Menu-item.lm-mod-hidden,
+.lm-Menu-item.lm-mod-collapsed {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-itemIcon,
+.p-Menu-itemSubmenuIcon,
+/* </DEPRECATED> */
+.lm-Menu-itemIcon,
+.lm-Menu-itemSubmenuIcon {
+  display: table-cell;
+  text-align: center;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemLabel, /* </DEPRECATED> */
+.lm-Menu-itemLabel {
+  display: table-cell;
+  text-align: left;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemShortcut, /* </DEPRECATED> */
+.lm-Menu-itemShortcut {
+  display: table-cell;
+  text-align: right;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-MenuBar, /* </DEPRECATED> */
+.lm-MenuBar {
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-MenuBar-content, /* </DEPRECATED> */
+.lm-MenuBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex-direction: row;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p--MenuBar-item, /* </DEPRECATED> */
+.lm-MenuBar-item {
+  box-sizing: border-box;
+}
+
+
+/* <DEPRECATED> */
+.p-MenuBar-itemIcon,
+.p-MenuBar-itemLabel,
+/* </DEPRECATED> */
+.lm-MenuBar-itemIcon,
+.lm-MenuBar-itemLabel {
+  display: inline-block;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-ScrollBar, /* </DEPRECATED> */
+.lm-ScrollBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='horizontal'] {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='vertical'] {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-button, /* </DEPRECATED> */
+.lm-ScrollBar-button {
+  box-sizing: border-box;
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-track, /* </DEPRECATED> */
+.lm-ScrollBar-track {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  flex: 1 1 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-thumb, /* </DEPRECATED> */
+.lm-ScrollBar-thumb {
+  box-sizing: border-box;
+  position: absolute;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-SplitPanel-child, /* </DEPRECATED> */
+.lm-SplitPanel-child {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle, /* </DEPRECATED> */
+.lm-SplitPanel-handle {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-SplitPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle:after, /* </DEPRECATED> */
+.lm-SplitPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabBar, /* </DEPRECATED> */
+.lm-TabBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='horizontal'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] {
+  flex-direction: row;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] {
+  flex-direction: column;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
+.lm-TabBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex: 1 1 auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar-tab {
+  display: flex;
+  flex-direction: row;
+  box-sizing: border-box;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar-tabIcon,
+.p-TabBar-tabCloseIcon,
+/* </DEPRECATED> */
+.lm-TabBar-tabIcon,
+.lm-TabBar-tabCloseIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
+.lm-TabBar-tabLabel {
+  flex: 1 1 auto;
+  overflow: hidden;
+  white-space: nowrap;
+}
+
+
+.lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
+.lm-TabBar-tab.lm-mod-hidden {
+  display: none !important;
+}
+
+
+.lm-TabBar-addButton.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
+  position: relative;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
+  left: 0;
+  transition: left 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
+  top: 0;
+  transition: top 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
+  transition: none;
+}
+
+.lm-TabBar-tabLabel .lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+  background: inherit;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
+.lm-TabPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
+.lm-TabPanel-stackedPanel {
+  z-index: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+@charset "UTF-8";
+html{
+  -webkit-box-sizing:border-box;
+          box-sizing:border-box; }
+
+*,
+*::before,
+*::after{
+  -webkit-box-sizing:inherit;
+          box-sizing:inherit; }
+
+body{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none;
+  color:#182026;
+  font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }
+
+p{
+  margin-bottom:10px;
+  margin-top:0; }
+
+small{
+  font-size:12px; }
+
+strong{
+  font-weight:600; }
+
+::-moz-selection{
+  background:rgba(125, 188, 255, 0.6); }
+
+::selection{
+  background:rgba(125, 188, 255, 0.6); }
+.bp3-heading{
+  color:#182026;
+  font-weight:600;
+  margin:0 0 10px;
+  padding:0; }
+  .bp3-dark .bp3-heading{
+    color:#f5f8fa; }
+
+h1.bp3-heading, .bp3-running-text h1{
+  font-size:36px;
+  line-height:40px; }
+
+h2.bp3-heading, .bp3-running-text h2{
+  font-size:28px;
+  line-height:32px; }
+
+h3.bp3-heading, .bp3-running-text h3{
+  font-size:22px;
+  line-height:25px; }
+
+h4.bp3-heading, .bp3-running-text h4{
+  font-size:18px;
+  line-height:21px; }
+
+h5.bp3-heading, .bp3-running-text h5{
+  font-size:16px;
+  line-height:19px; }
+
+h6.bp3-heading, .bp3-running-text h6{
+  font-size:14px;
+  line-height:16px; }
+.bp3-ui-text{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none; }
+
+.bp3-monospace-text{
+  font-family:monospace;
+  text-transform:none; }
+
+.bp3-text-muted{
+  color:#5c7080; }
+  .bp3-dark .bp3-text-muted{
+    color:#a7b6c2; }
+
+.bp3-text-disabled{
+  color:rgba(92, 112, 128, 0.6); }
+  .bp3-dark .bp3-text-disabled{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-text-overflow-ellipsis{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal; }
+.bp3-running-text{
+  font-size:14px;
+  line-height:1.5; }
+  .bp3-running-text h1{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h1{
+      color:#f5f8fa; }
+  .bp3-running-text h2{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h2{
+      color:#f5f8fa; }
+  .bp3-running-text h3{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h3{
+      color:#f5f8fa; }
+  .bp3-running-text h4{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h4{
+      color:#f5f8fa; }
+  .bp3-running-text h5{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h5{
+      color:#f5f8fa; }
+  .bp3-running-text h6{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h6{
+      color:#f5f8fa; }
+  .bp3-running-text hr{
+    border:none;
+    border-bottom:1px solid rgba(16, 22, 26, 0.15);
+    margin:20px 0; }
+    .bp3-dark .bp3-running-text hr{
+      border-color:rgba(255, 255, 255, 0.15); }
+  .bp3-running-text p{
+    margin:0 0 10px;
+    padding:0; }
+
+.bp3-text-large{
+  font-size:16px; }
+
+.bp3-text-small{
+  font-size:12px; }
+a{
+  color:#106ba3;
+  text-decoration:none; }
+  a:hover{
+    color:#106ba3;
+    cursor:pointer;
+    text-decoration:underline; }
+  a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
+    color:inherit; }
+  a code,
+  .bp3-dark a code{
+    color:inherit; }
+  .bp3-dark a,
+  .bp3-dark a:hover{
+    color:#48aff0; }
+    .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
+    .bp3-dark a:hover .bp3-icon,
+    .bp3-dark a:hover .bp3-icon-standard,
+    .bp3-dark a:hover .bp3-icon-large{
+      color:inherit; }
+.bp3-running-text code, .bp3-code{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  font-size:smaller;
+  padding:2px 5px; }
+  .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+  .bp3-running-text a > code, a > .bp3-code{
+    color:#137cbd; }
+    .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
+      color:inherit; }
+
+.bp3-running-text pre, .bp3-code-block{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+  color:#182026;
+  display:block;
+  font-size:13px;
+  line-height:1.4;
+  margin:10px 0;
+  padding:13px 15px 12px;
+  word-break:break-all;
+  word-wrap:break-word; }
+  .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+  .bp3-running-text pre > code, .bp3-code-block > code{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit;
+    font-size:inherit;
+    padding:0; }
+
+.bp3-running-text kbd, .bp3-key{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-family:inherit;
+  font-size:12px;
+  height:24px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  line-height:24px;
+  min-width:24px;
+  padding:3px 6px;
+  vertical-align:middle; }
+  .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
+    margin-right:5px; }
+  .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+.bp3-running-text blockquote, .bp3-blockquote{
+  border-left:solid 4px rgba(167, 182, 194, 0.5);
+  margin:0 0 10px;
+  padding:0 20px; }
+  .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
+    border-color:rgba(115, 134, 148, 0.5); }
+.bp3-running-text ul,
+.bp3-running-text ol, .bp3-list{
+  margin:10px 0;
+  padding-left:30px; }
+  .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
+    margin-bottom:5px; }
+  .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
+  .bp3-running-text ul ul,
+  .bp3-running-text ol ul,
+  .bp3-list ul{
+    margin-top:5px; }
+
+.bp3-list-unstyled{
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-list-unstyled li{
+    padding:0; }
+.bp3-rtl{
+  text-align:right; }
+
+.bp3-dark{
+  color:#f5f8fa; }
+
+:focus{
+  outline:rgba(19, 124, 189, 0.6) auto 2px;
+  outline-offset:2px;
+  -moz-outline-radius:6px; }
+
+.bp3-focus-disabled :focus{
+  outline:none !important; }
+  .bp3-focus-disabled :focus ~ .bp3-control-indicator{
+    outline:none !important; }
+
+.bp3-alert{
+  max-width:400px;
+  padding:20px; }
+
+.bp3-alert-body{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-alert-body .bp3-icon{
+    font-size:40px;
+    margin-right:20px;
+    margin-top:0; }
+
+.bp3-alert-contents{
+  word-break:break-word; }
+
+.bp3-alert-footer{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:reverse;
+      -ms-flex-direction:row-reverse;
+          flex-direction:row-reverse;
+  margin-top:10px; }
+  .bp3-alert-footer .bp3-button{
+    margin-left:10px; }
+.bp3-breadcrumbs{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  cursor:default;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:wrap;
+      flex-wrap:wrap;
+  height:30px;
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-breadcrumbs > li{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+    .bp3-breadcrumbs > li::after{
+      background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
+      content:"";
+      display:block;
+      height:16px;
+      margin:0 5px;
+      width:16px; }
+    .bp3-breadcrumbs > li:last-of-type::after{
+      display:none; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumb-current,
+.bp3-breadcrumbs-collapsed{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-size:16px; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumbs-collapsed{
+  color:#5c7080; }
+
+.bp3-breadcrumb:hover{
+  text-decoration:none; }
+
+.bp3-breadcrumb.bp3-disabled{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-breadcrumb .bp3-icon{
+  margin-right:5px; }
+
+.bp3-breadcrumb-current{
+  color:inherit;
+  font-weight:600; }
+  .bp3-breadcrumb-current .bp3-input{
+    font-size:inherit;
+    font-weight:inherit;
+    vertical-align:baseline; }
+
+.bp3-breadcrumbs-collapsed{
+  background:#ced9e0;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  margin-right:2px;
+  padding:1px 5px;
+  vertical-align:text-bottom; }
+  .bp3-breadcrumbs-collapsed::before{
+    background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
+    content:"";
+    display:block;
+    height:16px;
+    width:16px; }
+  .bp3-breadcrumbs-collapsed:hover{
+    background:#bfccd6;
+    color:#182026;
+    text-decoration:none; }
+
+.bp3-dark .bp3-breadcrumb,
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumbs > li::after{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumb.bp3-disabled{
+  color:rgba(167, 182, 194, 0.6); }
+
+.bp3-dark .bp3-breadcrumb-current{
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-breadcrumbs-collapsed:hover{
+    background:rgba(16, 22, 26, 0.6);
+    color:#f5f8fa; }
+.bp3-button{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  min-height:30px;
+  min-width:30px; }
+  .bp3-button > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-button > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-button::before,
+  .bp3-button > *{
+    margin-right:7px; }
+  .bp3-button:empty::before,
+  .bp3-button > :last-child{
+    margin-right:0; }
+  .bp3-button:empty{
+    padding:0 !important; }
+  .bp3-button:disabled, .bp3-button.bp3-disabled{
+    cursor:not-allowed; }
+  .bp3-button.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button.bp3-align-right,
+  .bp3-align-right .bp3-button{
+    text-align:right; }
+  .bp3-button.bp3-align-left,
+  .bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026; }
+    .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-button.bp3-intent-primary{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover{
+      background-color:#106ba3;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      background-color:#0e5a8a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
+      background-color:rgba(19, 124, 189, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-success{
+    background-color:#0f9960;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover{
+      background-color:#0d8050;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      background-color:#0a6640;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
+      background-color:rgba(15, 153, 96, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-warning{
+    background-color:#d9822b;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover{
+      background-color:#bf7326;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      background-color:#a66321;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
+      background-color:rgba(217, 130, 43, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-danger{
+    background-color:#db3737;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover{
+      background-color:#c23030;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      background-color:#a82a2a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
+      background-color:rgba(219, 55, 55, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+    stroke:#ffffff; }
+  .bp3-button.bp3-large,
+  .bp3-large .bp3-button{
+    min-height:40px;
+    min-width:40px;
+    font-size:16px;
+    padding:5px 15px; }
+    .bp3-button.bp3-large::before,
+    .bp3-button.bp3-large > *,
+    .bp3-large .bp3-button::before,
+    .bp3-large .bp3-button > *{
+      margin-right:10px; }
+    .bp3-button.bp3-large:empty::before,
+    .bp3-button.bp3-large > :last-child,
+    .bp3-large .bp3-button:empty::before,
+    .bp3-large .bp3-button > :last-child{
+      margin-right:0; }
+  .bp3-button.bp3-small,
+  .bp3-small .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-button.bp3-loading{
+    position:relative; }
+    .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
+      visibility:hidden; }
+    .bp3-button.bp3-loading .bp3-button-spinner{
+      margin:0;
+      position:absolute; }
+    .bp3-button.bp3-loading > :not(.bp3-button-spinner){
+      visibility:hidden; }
+  .bp3-button[class*="bp3-icon-"]::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    color:#5c7080; }
+  .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
+    color:#5c7080; }
+    .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
+      margin-left:7px; }
+  .bp3-button .bp3-icon:first-child:last-child,
+  .bp3-button .bp3-spinner + .bp3-icon:last-child{
+    margin:0 -7px; }
+  .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
+      color:#a7b6c2; }
+  .bp3-dark .bp3-button[class*="bp3-intent-"]{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.3); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+      stroke:#8a9ba8; }
+  .bp3-button:disabled::before,
+  .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
+  .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
+  .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
+    color:inherit !important; }
+  .bp3-button.bp3-minimal{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button.bp3-minimal:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-minimal{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-minimal:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button.bp3-outlined{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    border:1px solid rgba(24, 32, 38, 0.2);
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box; }
+    .bp3-button.bp3-outlined:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-outlined:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      border-color:rgba(92, 112, 128, 0.1); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      border-color:rgba(255, 255, 255, 0.4); }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        border-color:rgba(255, 255, 255, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      border-color:rgba(16, 107, 163, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        border-color:rgba(16, 107, 163, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        border-color:rgba(72, 175, 240, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          border-color:rgba(72, 175, 240, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      border-color:rgba(13, 128, 80, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        border-color:rgba(13, 128, 80, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        border-color:rgba(61, 204, 145, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          border-color:rgba(61, 204, 145, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      border-color:rgba(191, 115, 38, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        border-color:rgba(191, 115, 38, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        border-color:rgba(255, 179, 102, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          border-color:rgba(255, 179, 102, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      border-color:rgba(194, 48, 48, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        border-color:rgba(194, 48, 48, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        border-color:rgba(255, 115, 115, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          border-color:rgba(255, 115, 115, 0.2); }
+
+a.bp3-button{
+  text-align:center;
+  text-decoration:none;
+  -webkit-transition:none;
+  transition:none; }
+  a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
+    color:#182026; }
+  a.bp3-button.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6); }
+
+.bp3-button-text{
+  -webkit-box-flex:0;
+      -ms-flex:0 1 auto;
+          flex:0 1 auto; }
+
+.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
+.bp3-button-group.bp3-align-left .bp3-button-text,
+.bp3-button-group.bp3-align-right .bp3-button-text{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto; }
+.bp3-button-group{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex; }
+  .bp3-button-group .bp3-button{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    position:relative;
+    z-index:4; }
+    .bp3-button-group .bp3-button:focus{
+      z-index:5; }
+    .bp3-button-group .bp3-button:hover{
+      z-index:6; }
+    .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
+      z-index:7; }
+    .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
+      z-index:3; }
+    .bp3-button-group .bp3-button[class*="bp3-intent-"]{
+      z-index:9; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
+        z-index:10; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
+        z-index:11; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
+        z-index:12; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
+        z-index:8; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    border-bottom-right-radius:0;
+    border-top-right-radius:0;
+    margin-right:-1px; }
+  .bp3-button-group.bp3-minimal .bp3-button{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button-group .bp3-popover-wrapper,
+  .bp3-button-group .bp3-popover-target{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button-group .bp3-button.bp3-fill,
+  .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-vertical{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column;
+    vertical-align:top; }
+    .bp3-button-group.bp3-vertical.bp3-fill{
+      height:100%;
+      width:unset; }
+    .bp3-button-group.bp3-vertical .bp3-button{
+      margin-right:0 !important;
+      width:100%; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
+      border-radius:3px 3px 0 0; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
+      border-radius:0 0 3px 3px; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
+      margin-bottom:-1px; }
+  .bp3-button-group.bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    margin-right:1px; }
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
+    margin-bottom:1px; }
+.bp3-callout{
+  font-size:14px;
+  line-height:1.5;
+  background-color:rgba(138, 155, 168, 0.15);
+  border-radius:3px;
+  padding:10px 12px 9px;
+  position:relative;
+  width:100%; }
+  .bp3-callout[class*="bp3-icon-"]{
+    padding-left:40px; }
+    .bp3-callout[class*="bp3-icon-"]::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout.bp3-callout-icon{
+    padding-left:40px; }
+    .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout .bp3-heading{
+    line-height:20px;
+    margin-bottom:5px;
+    margin-top:0; }
+    .bp3-callout .bp3-heading:last-child{
+      margin-bottom:0; }
+  .bp3-dark .bp3-callout{
+    background-color:rgba(138, 155, 168, 0.2); }
+    .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+  .bp3-callout.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15); }
+    .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-primary .bp3-heading{
+      color:#106ba3; }
+    .bp3-dark .bp3-callout.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
+        color:#48aff0; }
+  .bp3-callout.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15); }
+    .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-success .bp3-heading{
+      color:#0d8050; }
+    .bp3-dark .bp3-callout.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
+        color:#3dcc91; }
+  .bp3-callout.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15); }
+    .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-warning .bp3-heading{
+      color:#bf7326; }
+    .bp3-dark .bp3-callout.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
+        color:#ffb366; }
+  .bp3-callout.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15); }
+    .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-danger .bp3-heading{
+      color:#c23030; }
+    .bp3-dark .bp3-callout.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
+        color:#ff7373; }
+  .bp3-running-text .bp3-callout{
+    margin:20px 0; }
+.bp3-card{
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+  padding:20px;
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-card.bp3-dark,
+  .bp3-dark .bp3-card{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-0{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+  .bp3-elevation-0.bp3-dark,
+  .bp3-dark .bp3-elevation-0{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-1{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-1.bp3-dark,
+  .bp3-dark .bp3-elevation-1{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-2{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-2.bp3-dark,
+  .bp3-dark .bp3-elevation-2{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-3{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-3.bp3-dark,
+  .bp3-dark .bp3-elevation-3{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-4{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-4.bp3-dark,
+  .bp3-dark .bp3-elevation-4{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:hover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  cursor:pointer; }
+  .bp3-card.bp3-interactive:hover.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:hover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:active{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  opacity:0.9;
+  -webkit-transition-duration:0;
+          transition-duration:0; }
+  .bp3-card.bp3-interactive:active.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:active{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-collapse{
+  height:0;
+  overflow-y:hidden;
+  -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-collapse .bp3-collapse-body{
+    -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
+      display:none; }
+
+.bp3-context-menu .bp3-popover-target{
+  display:block; }
+
+.bp3-context-menu-popover-target{
+  position:fixed; }
+
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-dialog-container{
+  opacity:1;
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  min-height:100%;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  width:100%; }
+  .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5); }
+  .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+
+.bp3-dialog{
+  background:#ebf1f5;
+  border-radius:6px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:30px 0;
+  padding-bottom:20px;
+  pointer-events:all;
+  -webkit-user-select:text;
+     -moz-user-select:text;
+      -ms-user-select:text;
+          user-select:text;
+  width:500px; }
+  .bp3-dialog:focus{
+    outline:0; }
+  .bp3-dialog.bp3-dark,
+  .bp3-dark .bp3-dialog{
+    background:#293742;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-dialog-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:6px 6px 0 0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding-left:20px;
+  padding-right:5px;
+  z-index:30; }
+  .bp3-dialog-header .bp3-icon-large,
+  .bp3-dialog-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-dialog-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-dialog-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-dialog-header{
+    background:#30404d;
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-dialog-header .bp3-icon-large,
+    .bp3-dark .bp3-dialog-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-dialog-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  margin:20px; }
+
+.bp3-dialog-footer{
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  margin:0 20px; }
+
+.bp3-dialog-footer-actions{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:end;
+      -ms-flex-pack:end;
+          justify-content:flex-end; }
+  .bp3-dialog-footer-actions .bp3-button{
+    margin-left:10px; }
+.bp3-multistep-dialog-panels{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+
+.bp3-multistep-dialog-left-panel{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column; }
+  .bp3-dark .bp3-multistep-dialog-left-panel{
+    background:#202b33; }
+
+.bp3-multistep-dialog-right-panel{
+  background-color:#f5f8fa;
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  border-radius:0 0 6px 0;
+  -webkit-box-flex:3;
+      -ms-flex:3;
+          flex:3;
+  min-width:0; }
+  .bp3-dark .bp3-multistep-dialog-right-panel{
+    background-color:#293742;
+    border-left:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-multistep-dialog-footer{
+  background-color:#ffffff;
+  border-radius:0 0 6px 0;
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  padding:10px; }
+  .bp3-dark .bp3-multistep-dialog-footer{
+    background:#30404d;
+    border-top:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-dialog-step-container{
+  background-color:#f5f8fa;
+  border-bottom:1px solid rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-dialog-step-container{
+    background:#293742;
+    border-bottom:1px solid rgba(16, 22, 26, 0.4); }
+  .bp3-dialog-step-container.bp3-dialog-step-viewed{
+    background-color:#ffffff; }
+    .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{
+      background:#30404d; }
+
+.bp3-dialog-step{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#f5f8fa;
+  border-radius:6px;
+  cursor:not-allowed;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:4px;
+  padding:6px 14px; }
+  .bp3-dark .bp3-dialog-step{
+    background:#293742; }
+  .bp3-dialog-step-viewed .bp3-dialog-step{
+    background-color:#ffffff;
+    cursor:pointer; }
+    .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{
+      background:#30404d; }
+  .bp3-dialog-step:hover{
+    background-color:#f5f8fa; }
+    .bp3-dark .bp3-dialog-step:hover{
+      background:#293742; }
+
+.bp3-dialog-step-icon{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:rgba(92, 112, 128, 0.6);
+  border-radius:50%;
+  color:#ffffff;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:25px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  width:25px; }
+  .bp3-dark .bp3-dialog-step-icon{
+    background-color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#2b95d6; }
+  .bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#8a9ba8; }
+
+.bp3-dialog-step-title{
+  color:rgba(92, 112, 128, 0.6);
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  padding-left:10px; }
+  .bp3-dark .bp3-dialog-step-title{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{
+    color:#2b95d6; }
+  .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+    color:#182026; }
+    .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+      color:#f5f8fa; }
+.bp3-drawer{
+  background:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0;
+  padding:0; }
+  .bp3-drawer:focus{
+    outline:0; }
+  .bp3-drawer.bp3-position-top{
+    height:50%;
+    left:0;
+    right:0;
+    top:0; }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-bottom{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-left{
+    bottom:0;
+    left:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-right{
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right):not(.bp3-vertical){
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right).bp3-vertical{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-dark,
+  .bp3-dark .bp3-drawer{
+    background:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-drawer-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border-radius:0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding:5px;
+  padding-left:20px;
+  position:relative; }
+  .bp3-drawer-header .bp3-icon-large,
+  .bp3-drawer-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-drawer-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-drawer-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-drawer-header{
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-drawer-header .bp3-icon-large,
+    .bp3-dark .bp3-drawer-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-drawer-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  overflow:auto; }
+
+.bp3-drawer-footer{
+  -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  padding:10px 20px;
+  position:relative; }
+  .bp3-dark .bp3-drawer-footer{
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
+.bp3-editable-text{
+  cursor:text;
+  display:inline-block;
+  max-width:100%;
+  position:relative;
+  vertical-align:top;
+  white-space:nowrap; }
+  .bp3-editable-text::before{
+    bottom:-3px;
+    left:-3px;
+    position:absolute;
+    right:-3px;
+    top:-3px;
+    border-radius:3px;
+    content:"";
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#137cbd; }
+  .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
+  .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#0f9960; }
+  .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
+  .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#d9822b; }
+  .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
+  .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#db3737; }
+  .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
+  .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#48aff0; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
+            box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#3dcc91; }
+  .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
+            box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#ffb366; }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#ff7373; }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-editable-text-input,
+.bp3-editable-text-content{
+  color:inherit;
+  display:inherit;
+  font:inherit;
+  letter-spacing:inherit;
+  max-width:inherit;
+  min-width:inherit;
+  position:relative;
+  resize:none;
+  text-transform:inherit;
+  vertical-align:top; }
+
+.bp3-editable-text-input{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0;
+  white-space:pre-wrap;
+  width:100%; }
+  .bp3-editable-text-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:focus{
+    outline:none; }
+  .bp3-editable-text-input::-ms-clear{
+    display:none; }
+
+.bp3-editable-text-content{
+  overflow:hidden;
+  padding-right:2px;
+  text-overflow:ellipsis;
+  white-space:pre; }
+  .bp3-editable-text-editing > .bp3-editable-text-content{
+    left:0;
+    position:absolute;
+    visibility:hidden; }
+  .bp3-editable-text-placeholder > .bp3-editable-text-content{
+    color:rgba(92, 112, 128, 0.6); }
+    .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
+      color:rgba(167, 182, 194, 0.6); }
+
+.bp3-editable-text.bp3-multiline{
+  display:block; }
+  .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
+    overflow:auto;
+    white-space:pre-wrap;
+    word-wrap:break-word; }
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-control-group{
+  -webkit-transform:translateZ(0);
+          transform:translateZ(0);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:stretch;
+      -ms-flex-align:stretch;
+          align-items:stretch; }
+  .bp3-control-group > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select,
+  .bp3-control-group .bp3-input,
+  .bp3-control-group .bp3-select{
+    position:relative; }
+  .bp3-control-group .bp3-input{
+    border-radius:inherit;
+    z-index:2; }
+    .bp3-control-group .bp3-input:focus{
+      border-radius:3px;
+      z-index:14; }
+    .bp3-control-group .bp3-input[class*="bp3-intent"]{
+      z-index:13; }
+      .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
+        z-index:15; }
+    .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
+      z-index:1; }
+  .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
+    z-index:13; }
+    .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
+      z-index:15; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select select,
+  .bp3-control-group .bp3-select select{
+    -webkit-transform:translateZ(0);
+            transform:translateZ(0);
+    border-radius:inherit;
+    z-index:4; }
+    .bp3-control-group .bp3-button:focus,
+    .bp3-control-group .bp3-html-select select:focus,
+    .bp3-control-group .bp3-select select:focus{
+      z-index:5; }
+    .bp3-control-group .bp3-button:hover,
+    .bp3-control-group .bp3-html-select select:hover,
+    .bp3-control-group .bp3-select select:hover{
+      z-index:6; }
+    .bp3-control-group .bp3-button:active,
+    .bp3-control-group .bp3-html-select select:active,
+    .bp3-control-group .bp3-select select:active{
+      z-index:7; }
+    .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
+    .bp3-control-group .bp3-html-select select[readonly],
+    .bp3-control-group .bp3-html-select select:disabled,
+    .bp3-control-group .bp3-html-select select.bp3-disabled,
+    .bp3-control-group .bp3-select select[readonly],
+    .bp3-control-group .bp3-select select:disabled,
+    .bp3-control-group .bp3-select select.bp3-disabled{
+      z-index:3; }
+    .bp3-control-group .bp3-button[class*="bp3-intent"],
+    .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
+    .bp3-control-group .bp3-select select[class*="bp3-intent"]{
+      z-index:9; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
+        z-index:10; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
+        z-index:11; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
+        z-index:12; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
+        z-index:8; }
+  .bp3-control-group .bp3-input-group > .bp3-icon,
+  .bp3-control-group .bp3-input-group > .bp3-button,
+  .bp3-control-group .bp3-input-group > .bp3-input-left-container,
+  .bp3-control-group .bp3-input-group > .bp3-input-action{
+    z-index:16; }
+  .bp3-control-group .bp3-select::after,
+  .bp3-control-group .bp3-html-select::after,
+  .bp3-control-group .bp3-select > .bp3-icon,
+  .bp3-control-group .bp3-html-select > .bp3-icon{
+    z-index:17; }
+  .bp3-control-group .bp3-select:focus-within{
+    z-index:5; }
+  .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:-1px; }
+  .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
+    margin-left:6px; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:0; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
+    margin-left:1px; }
+  .bp3-control-group .bp3-popover-wrapper,
+  .bp3-control-group .bp3-popover-target{
+    border-radius:inherit; }
+  .bp3-control-group > :first-child{
+    border-radius:3px 0 0 3px; }
+  .bp3-control-group > :last-child{
+    border-radius:0 3px 3px 0;
+    margin-right:0; }
+  .bp3-control-group > :only-child{
+    border-radius:3px;
+    margin-right:0; }
+  .bp3-control-group .bp3-input-group .bp3-button{
+    border-radius:3px; }
+  .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-control-group.bp3-fill{
+    width:100%; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-vertical{
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-control-group.bp3-vertical > *{
+      margin-top:-1px; }
+    .bp3-control-group.bp3-vertical > :first-child{
+      border-radius:3px 3px 0 0;
+      margin-top:0; }
+    .bp3-control-group.bp3-vertical > :last-child{
+      border-radius:0 0 3px 3px; }
+.bp3-control{
+  cursor:pointer;
+  display:block;
+  margin-bottom:10px;
+  position:relative;
+  text-transform:none; }
+  .bp3-control input:checked ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control:not(.bp3-align-right){
+    padding-left:26px; }
+    .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-26px; }
+  .bp3-control.bp3-align-right{
+    padding-right:26px; }
+    .bp3-control.bp3-align-right .bp3-control-indicator{
+      margin-right:-26px; }
+  .bp3-control.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-control.bp3-inline{
+    display:inline-block;
+    margin-right:20px; }
+  .bp3-control input{
+    left:0;
+    opacity:0;
+    position:absolute;
+    top:0;
+    z-index:-1; }
+  .bp3-control .bp3-control-indicator{
+    background-clip:padding-box;
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    border:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    cursor:pointer;
+    display:inline-block;
+    font-size:16px;
+    height:1em;
+    margin-right:10px;
+    margin-top:-3px;
+    position:relative;
+    -webkit-user-select:none;
+       -moz-user-select:none;
+        -ms-user-select:none;
+            user-select:none;
+    vertical-align:middle;
+    width:1em; }
+    .bp3-control .bp3-control-indicator::before{
+      content:"";
+      display:block;
+      height:1em;
+      width:1em; }
+  .bp3-control:hover .bp3-control-indicator{
+    background-color:#ebf1f5; }
+  .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+    background:#d8e1e8;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    cursor:not-allowed; }
+  .bp3-control input:focus ~ .bp3-control-indicator{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:2px;
+    -moz-outline-radius:6px; }
+  .bp3-control.bp3-align-right .bp3-control-indicator{
+    float:right;
+    margin-left:10px;
+    margin-top:1px; }
+  .bp3-control.bp3-large{
+    font-size:16px; }
+    .bp3-control.bp3-large:not(.bp3-align-right){
+      padding-left:30px; }
+      .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+        margin-left:-30px; }
+    .bp3-control.bp3-large.bp3-align-right{
+      padding-right:30px; }
+      .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+        margin-right:-30px; }
+    .bp3-control.bp3-large .bp3-control-indicator{
+      font-size:20px; }
+    .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-top:0; }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control.bp3-checkbox .bp3-control-indicator{
+    border-radius:3px; }
+  .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-radio .bp3-control-indicator{
+    border-radius:50%; }
+  .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
+    background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
+  .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
+    opacity:0.5; }
+  .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
+    -moz-outline-radius:16px; }
+  .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(167, 182, 194, 0.5); }
+  .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(115, 134, 148, 0.5); }
+  .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(92, 112, 128, 0.5); }
+  .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5); }
+    .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5); }
+    .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch:not(.bp3-align-right){
+    padding-left:38px; }
+    .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-38px; }
+  .bp3-control.bp3-switch.bp3-align-right{
+    padding-right:38px; }
+    .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
+      margin-right:-38px; }
+  .bp3-control.bp3-switch .bp3-control-indicator{
+    border:none;
+    border-radius:1.75em;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important;
+    min-width:1.75em;
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:auto; }
+    .bp3-control.bp3-switch .bp3-control-indicator::before{
+      background:#ffffff;
+      border-radius:50%;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+      height:calc(1em - 4px);
+      left:0;
+      margin:2px;
+      position:absolute;
+      -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      width:calc(1em - 4px); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    left:calc(100% - 1em); }
+  .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
+    padding-left:45px; }
+    .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-45px; }
+  .bp3-control.bp3-switch.bp3-large.bp3-align-right{
+    padding-right:45px; }
+    .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-right:-45px; }
+  .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.7); }
+  .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.9); }
+  .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(57, 75, 89, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-control.bp3-switch .bp3-switch-inner-text{
+    font-size:0.7em;
+    text-align:center; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
+    line-height:0;
+    margin-left:0.5em;
+    margin-right:1.2em;
+    visibility:hidden; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
+    line-height:1em;
+    margin-left:1.2em;
+    margin-right:0.5em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
+    line-height:1em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
+    line-height:0;
+    visibility:hidden; }
+  .bp3-dark .bp3-control{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-control.bp3-disabled{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-control .bp3-control-indicator{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-control:hover .bp3-control-indicator{
+      background-color:#30404d; }
+    .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+      background:#202b33;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      cursor:not-allowed; }
+    .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-file-input{
+  cursor:pointer;
+  display:inline-block;
+  height:30px;
+  position:relative; }
+  .bp3-file-input input{
+    margin:0;
+    min-width:200px;
+    opacity:0; }
+    .bp3-file-input input:disabled + .bp3-file-upload-input,
+    .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+      background:rgba(206, 217, 224, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      resize:none; }
+      .bp3-file-input input:disabled + .bp3-file-upload-input::after,
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+        background-color:rgba(206, 217, 224, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(92, 112, 128, 0.6);
+        cursor:not-allowed;
+        outline:none; }
+        .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
+          background:rgba(206, 217, 224, 0.7); }
+      .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+        background:rgba(57, 75, 89, 0.5);
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+          background-color:rgba(57, 75, 89, 0.5);
+          background-image:none;
+          -webkit-box-shadow:none;
+                  box-shadow:none;
+          color:rgba(167, 182, 194, 0.6); }
+          .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
+          .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
+            background:rgba(57, 75, 89, 0.7); }
+  .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#182026; }
+  .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#f5f8fa; }
+  .bp3-file-input.bp3-fill{
+    width:100%; }
+  .bp3-file-input.bp3-large,
+  .bp3-large .bp3-file-input{
+    height:40px; }
+  .bp3-file-input .bp3-file-upload-input-custom-text::after{
+    content:attr(bp3-button-text); }
+
+.bp3-file-upload-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle;
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:rgba(92, 112, 128, 0.6);
+  left:0;
+  padding-right:80px;
+  position:absolute;
+  right:0;
+  top:0;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-file-upload-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-file-upload-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-file-upload-input::after{
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026;
+    min-height:24px;
+    min-width:24px;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    border-radius:3px;
+    content:"Browse";
+    line-height:24px;
+    margin:3px;
+    position:absolute;
+    right:0;
+    text-align:center;
+    top:0;
+    width:70px; }
+    .bp3-file-upload-input::after:hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-file-upload-input:hover::after{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-file-upload-input:active::after{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-large .bp3-file-upload-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px;
+    padding-right:95px; }
+    .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
+      padding:0 15px; }
+    .bp3-large .bp3-file-upload-input::after{
+      min-height:30px;
+      min-width:30px;
+      line-height:30px;
+      margin:5px;
+      width:85px; }
+  .bp3-dark .bp3-file-upload-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::after{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+      color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover{
+        background-color:#30404d;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        background-color:#202b33;
+        background-image:none;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+      .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
+        background-color:rgba(57, 75, 89, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
+          background:rgba(57, 75, 89, 0.7); }
+      .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
+        background:rgba(16, 22, 26, 0.5);
+        stroke:#8a9ba8; }
+    .bp3-dark .bp3-file-upload-input:hover::after{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:active::after{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+.bp3-file-upload-input::after{
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+.bp3-form-group{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0 0 15px; }
+  .bp3-form-group label.bp3-label{
+    margin-bottom:5px; }
+  .bp3-form-group .bp3-control{
+    margin-top:7px; }
+  .bp3-form-group .bp3-form-helper-text{
+    color:#5c7080;
+    font-size:12px;
+    margin-top:5px; }
+  .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#106ba3; }
+  .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#0d8050; }
+  .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#bf7326; }
+  .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#c23030; }
+  .bp3-form-group.bp3-inline{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row; }
+    .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
+      line-height:40px;
+      margin:0 10px 0 0; }
+    .bp3-form-group.bp3-inline label.bp3-label{
+      line-height:30px;
+      margin:0 10px 0 0; }
+  .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#48aff0; }
+  .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#3dcc91; }
+  .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#ffb366; }
+  .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#ff7373; }
+  .bp3-dark .bp3-form-group .bp3-form-helper-text{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(167, 182, 194, 0.6) !important; }
+.bp3-input-group{
+  display:block;
+  position:relative; }
+  .bp3-input-group .bp3-input{
+    position:relative;
+    width:100%; }
+    .bp3-input-group .bp3-input:not(:first-child){
+      padding-left:30px; }
+    .bp3-input-group .bp3-input:not(:last-child){
+      padding-right:30px; }
+  .bp3-input-group .bp3-input-action,
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-button,
+  .bp3-input-group > .bp3-icon{
+    position:absolute;
+    top:0; }
+    .bp3-input-group .bp3-input-action:first-child,
+    .bp3-input-group > .bp3-input-left-container:first-child,
+    .bp3-input-group > .bp3-button:first-child,
+    .bp3-input-group > .bp3-icon:first-child{
+      left:0; }
+    .bp3-input-group .bp3-input-action:last-child,
+    .bp3-input-group > .bp3-input-left-container:last-child,
+    .bp3-input-group > .bp3-button:last-child,
+    .bp3-input-group > .bp3-icon:last-child{
+      right:0; }
+  .bp3-input-group .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    margin:3px;
+    padding:0 7px; }
+    .bp3-input-group .bp3-button:empty{
+      padding:0; }
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-icon{
+    z-index:1; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon{
+    color:#5c7080; }
+    .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
+    .bp3-input-group > .bp3-icon:empty{
+      font-family:"Icons16", sans-serif;
+      font-size:16px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon,
+  .bp3-input-group .bp3-input-action > .bp3-spinner{
+    margin:7px; }
+  .bp3-input-group .bp3-tag{
+    margin:5px; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+    color:#5c7080; }
+    .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+      color:#a7b6c2; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
+      color:#5c7080; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
+    color:rgba(92, 112, 128, 0.6) !important; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-input-group.bp3-disabled{
+    cursor:not-allowed; }
+    .bp3-input-group.bp3-disabled .bp3-icon{
+      color:rgba(92, 112, 128, 0.6); }
+  .bp3-input-group.bp3-large .bp3-button{
+    min-height:30px;
+    min-width:30px;
+    margin:5px; }
+  .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-large > .bp3-icon,
+  .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
+    margin:12px; }
+  .bp3-input-group.bp3-large .bp3-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
+      padding:0 15px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:first-child){
+      padding-left:40px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:last-child){
+      padding-right:40px; }
+  .bp3-input-group.bp3-small .bp3-button{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small .bp3-tag{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-small > .bp3-icon,
+  .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
+    margin:4px; }
+  .bp3-input-group.bp3-small .bp3-input{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
+      padding:0 12px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:first-child){
+      padding-left:24px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:last-child){
+      padding-right:24px; }
+  .bp3-input-group.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-input-group.bp3-round .bp3-button,
+  .bp3-input-group.bp3-round .bp3-input,
+  .bp3-input-group.bp3-round .bp3-tag{
+    border-radius:30px; }
+  .bp3-dark .bp3-input-group .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-input-group.bp3-intent-primary .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-primary > .bp3-icon{
+    color:#106ba3; }
+    .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
+      color:#48aff0; }
+  .bp3-input-group.bp3-intent-success .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-success > .bp3-icon{
+    color:#0d8050; }
+    .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
+      color:#3dcc91; }
+  .bp3-input-group.bp3-intent-warning .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-warning > .bp3-icon{
+    color:#bf7326; }
+    .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
+      color:#ffb366; }
+  .bp3-input-group.bp3-intent-danger .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-danger > .bp3-icon{
+    color:#c23030; }
+    .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
+      color:#ff7373; }
+.bp3-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle; }
+  .bp3-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:focus, .bp3-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-input[type="search"], .bp3-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-input:disabled, .bp3-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-input.bp3-large{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
+      padding:0 15px; }
+  .bp3-input.bp3-small{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
+      padding:0 12px; }
+  .bp3-input.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-dark .bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-input.bp3-intent-primary{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary:focus{
+        -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+                box-shadow:inset 0 0 0 1px #137cbd; }
+      .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-success{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success:focus{
+        -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+                box-shadow:inset 0 0 0 1px #0f9960; }
+      .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-warning{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning:focus{
+        -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+                box-shadow:inset 0 0 0 1px #d9822b; }
+      .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-danger{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger:focus{
+        -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #db3737;
+                box-shadow:inset 0 0 0 1px #db3737; }
+      .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input::-ms-clear{
+    display:none; }
+textarea.bp3-input{
+  max-width:100%;
+  padding:10px; }
+  textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
+    height:auto;
+    line-height:inherit; }
+  textarea.bp3-input.bp3-small{
+    padding:8px; }
+  .bp3-dark textarea.bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+label.bp3-label{
+  display:block;
+  margin-bottom:15px;
+  margin-top:0; }
+  label.bp3-label .bp3-html-select,
+  label.bp3-label .bp3-input,
+  label.bp3-label .bp3-select,
+  label.bp3-label .bp3-slider,
+  label.bp3-label .bp3-popover-wrapper{
+    display:block;
+    margin-top:5px;
+    text-transform:none; }
+  label.bp3-label .bp3-button-group{
+    margin-top:5px; }
+  label.bp3-label .bp3-select select,
+  label.bp3-label .bp3-html-select select{
+    font-weight:400;
+    vertical-align:top;
+    width:100%; }
+  label.bp3-label.bp3-disabled,
+  label.bp3-label.bp3-disabled .bp3-text-muted{
+    color:rgba(92, 112, 128, 0.6); }
+  label.bp3-label.bp3-inline{
+    line-height:30px; }
+    label.bp3-label.bp3-inline .bp3-html-select,
+    label.bp3-label.bp3-inline .bp3-input,
+    label.bp3-label.bp3-inline .bp3-input-group,
+    label.bp3-label.bp3-inline .bp3-select,
+    label.bp3-label.bp3-inline .bp3-popover-wrapper{
+      display:inline-block;
+      margin:0 0 0 5px;
+      vertical-align:top; }
+    label.bp3-label.bp3-inline .bp3-button-group{
+      margin:0 0 0 5px; }
+    label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
+      margin-left:0; }
+    label.bp3-label.bp3-inline.bp3-large{
+      line-height:40px; }
+  label.bp3-label:not(.bp3-inline) .bp3-popover-target{
+    display:block; }
+  .bp3-dark label.bp3-label{
+    color:#f5f8fa; }
+    .bp3-dark label.bp3-label.bp3-disabled,
+    .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 14px;
+          flex:1 1 14px;
+  min-height:0;
+  padding:0;
+  width:30px; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
+    border-radius:0 3px 0 0; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
+    border-radius:0 0 3px 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
+  border-radius:3px 0 0 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
+  border-radius:0 0 0 3px; }
+
+.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
+  width:40px; }
+
+form{
+  display:block; }
+.bp3-html-select select,
+.bp3-select select{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  -moz-appearance:none;
+  -webkit-appearance:none;
+  border-radius:3px;
+  height:30px;
+  padding:0 25px 0 10px;
+  width:100%; }
+  .bp3-html-select select > *, .bp3-select select > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-html-select select::before,
+  .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
+    margin-right:7px; }
+  .bp3-html-select select:empty::before,
+  .bp3-select select:empty::before,
+  .bp3-html-select select > :last-child,
+  .bp3-select select > :last-child{
+    margin-right:0; }
+  .bp3-html-select select:hover,
+  .bp3-select select:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-html-select select:active,
+  .bp3-select select:active, .bp3-html-select select.bp3-active,
+  .bp3-select select.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-html-select select:disabled,
+  .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
+  .bp3-select select.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-html-select select:disabled.bp3-active,
+    .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
+    .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
+    .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
+    .bp3-select select.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+
+.bp3-html-select.bp3-minimal select,
+.bp3-select.bp3-minimal select{
+  background:none;
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  .bp3-html-select.bp3-minimal select:hover,
+  .bp3-select.bp3-minimal select:hover{
+    background:rgba(167, 182, 194, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026;
+    text-decoration:none; }
+  .bp3-html-select.bp3-minimal select:active,
+  .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
+  .bp3-select.bp3-minimal select.bp3-active{
+    background:rgba(115, 134, 148, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026; }
+  .bp3-html-select.bp3-minimal select:disabled,
+  .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
+  .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
+  .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
+  .bp3-select.bp3-minimal select.bp3-disabled:hover{
+    background:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+    .bp3-html-select.bp3-minimal select:disabled.bp3-active,
+    .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
+      background:rgba(115, 134, 148, 0.3); }
+  .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
+  .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
+      background:rgba(138, 155, 168, 0.15); }
+    .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:rgba(138, 155, 168, 0.3);
+      color:#f5f8fa; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
+      background:none;
+      color:rgba(167, 182, 194, 0.6);
+      cursor:not-allowed; }
+      .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
+        background:rgba(138, 155, 168, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-primary,
+  .bp3-select.bp3-minimal select.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
+      background:rgba(19, 124, 189, 0.15);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:rgba(19, 124, 189, 0.3);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
+      background:none;
+      color:rgba(16, 107, 163, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
+        background:rgba(19, 124, 189, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+      stroke:#106ba3; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
+      color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.2);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(72, 175, 240, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-success,
+  .bp3-select.bp3-minimal select.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover{
+      background:rgba(15, 153, 96, 0.15);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:rgba(15, 153, 96, 0.3);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
+      background:none;
+      color:rgba(13, 128, 80, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
+        background:rgba(15, 153, 96, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+      stroke:#0d8050; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
+      color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.2);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(61, 204, 145, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-warning,
+  .bp3-select.bp3-minimal select.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
+      background:rgba(217, 130, 43, 0.15);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:rgba(217, 130, 43, 0.3);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
+      background:none;
+      color:rgba(191, 115, 38, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
+        background:rgba(217, 130, 43, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+      stroke:#bf7326; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
+      color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.2);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(255, 179, 102, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-danger,
+  .bp3-select.bp3-minimal select.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
+      background:rgba(219, 55, 55, 0.15);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:rgba(219, 55, 55, 0.3);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
+      background:none;
+      color:rgba(194, 48, 48, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
+        background:rgba(219, 55, 55, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+      stroke:#c23030; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
+      color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.2);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(255, 115, 115, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+
+.bp3-html-select.bp3-large select,
+.bp3-select.bp3-large select{
+  font-size:16px;
+  height:40px;
+  padding-right:35px; }
+
+.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
+  background-color:#394b59;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+  color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    background-color:#202b33;
+    background-image:none;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
+    background-color:rgba(57, 75, 89, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
+      background:rgba(57, 75, 89, 0.7); }
+  .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
+    background:rgba(16, 22, 26, 0.5);
+    stroke:#8a9ba8; }
+
+.bp3-html-select select:disabled,
+.bp3-select select:disabled{
+  background-color:rgba(206, 217, 224, 0.5);
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-html-select .bp3-icon,
+.bp3-select .bp3-icon, .bp3-select::after{
+  color:#5c7080;
+  pointer-events:none;
+  position:absolute;
+  right:7px;
+  top:7px; }
+  .bp3-html-select .bp3-disabled.bp3-icon,
+  .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
+    color:rgba(92, 112, 128, 0.6); }
+.bp3-html-select,
+.bp3-select{
+  display:inline-block;
+  letter-spacing:normal;
+  position:relative;
+  vertical-align:middle; }
+  .bp3-html-select select::-ms-expand,
+  .bp3-select select::-ms-expand{
+    display:none; }
+  .bp3-html-select .bp3-icon,
+  .bp3-select .bp3-icon{
+    color:#5c7080; }
+    .bp3-html-select .bp3-icon:hover,
+    .bp3-select .bp3-icon:hover{
+      color:#182026; }
+    .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
+    .bp3-select .bp3-icon{
+      color:#a7b6c2; }
+      .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
+      .bp3-select .bp3-icon:hover{
+        color:#f5f8fa; }
+  .bp3-html-select.bp3-large::after,
+  .bp3-html-select.bp3-large .bp3-icon,
+  .bp3-select.bp3-large::after,
+  .bp3-select.bp3-large .bp3-icon{
+    right:12px;
+    top:12px; }
+  .bp3-html-select.bp3-fill,
+  .bp3-html-select.bp3-fill select,
+  .bp3-select.bp3-fill,
+  .bp3-select.bp3-fill select{
+    width:100%; }
+  .bp3-dark .bp3-html-select option, .bp3-dark
+  .bp3-select option{
+    background-color:#30404d;
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select option:disabled, .bp3-dark
+  .bp3-select option:disabled{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-html-select::after, .bp3-dark
+  .bp3-select::after{
+    color:#a7b6c2; }
+
+.bp3-select::after{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  content:""; }
+.bp3-running-text table, table.bp3-html-table{
+  border-spacing:0;
+  font-size:14px; }
+  .bp3-running-text table th, table.bp3-html-table th,
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    padding:11px;
+    text-align:left;
+    vertical-align:top; }
+  .bp3-running-text table th, table.bp3-html-table th{
+    color:#182026;
+    font-weight:600; }
+  
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    color:#182026; }
+  .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
+  .bp3-running-text table tbody tr:first-child td,
+  table.bp3-html-table tbody tr:first-child td,
+  .bp3-running-text table tfoot tr:first-child th,
+  table.bp3-html-table tfoot tr:first-child th,
+  .bp3-running-text table tfoot tr:first-child td,
+  table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
+  .bp3-dark .bp3-running-text table tbody tr:first-child td,
+  .bp3-running-text .bp3-dark table tbody tr:first-child td,
+  .bp3-dark table.bp3-html-table tbody tr:first-child td,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child th,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child th,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child th,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child td,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child td,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+
+table.bp3-html-table.bp3-html-table-condensed th,
+table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
+table.bp3-html-table.bp3-small td{
+  padding-bottom:6px;
+  padding-top:6px; }
+
+table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+  background:rgba(191, 204, 214, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+  -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+  -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+  table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+    -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-interactive tbody tr:hover td{
+  background-color:rgba(191, 204, 214, 0.3);
+  cursor:pointer; }
+
+table.bp3-html-table.bp3-interactive tbody tr:active td{
+  background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-dark table.bp3-html-table{ }
+  .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+    background:rgba(92, 112, 128, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+      -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
+              box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
+    background-color:rgba(92, 112, 128, 0.3);
+    cursor:pointer; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
+    background-color:rgba(92, 112, 128, 0.4); }
+
+.bp3-key-combo{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center; }
+  .bp3-key-combo > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-key-combo > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-key-combo::before,
+  .bp3-key-combo > *{
+    margin-right:5px; }
+  .bp3-key-combo:empty::before,
+  .bp3-key-combo > :last-child{
+    margin-right:0; }
+
+.bp3-hotkey-dialog{
+  padding-bottom:0;
+  top:40px; }
+  .bp3-hotkey-dialog .bp3-dialog-body{
+    margin:0;
+    padding:0; }
+  .bp3-hotkey-dialog .bp3-hotkey-label{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1; }
+
+.bp3-hotkey-column{
+  margin:auto;
+  max-height:80vh;
+  overflow-y:auto;
+  padding:30px; }
+  .bp3-hotkey-column .bp3-heading{
+    margin-bottom:20px; }
+    .bp3-hotkey-column .bp3-heading:not(:first-child){
+      margin-top:40px; }
+
+.bp3-hotkey{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:justify;
+      -ms-flex-pack:justify;
+          justify-content:space-between;
+  margin-left:0;
+  margin-right:0; }
+  .bp3-hotkey:not(:last-child){
+    margin-bottom:10px; }
+.bp3-icon{
+  display:inline-block;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  vertical-align:text-bottom; }
+  .bp3-icon:not(:empty)::before{
+    content:"" !important;
+    content:unset !important; }
+  .bp3-icon > svg{
+    display:block; }
+    .bp3-icon > svg:not([fill]){
+      fill:currentColor; }
+
+.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
+  color:#106ba3; }
+  .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
+    color:#48aff0; }
+
+.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
+  color:#0d8050; }
+  .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
+    color:#3dcc91; }
+
+.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
+  color:#bf7326; }
+  .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
+    color:#ffb366; }
+
+.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
+  color:#c23030; }
+  .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
+    color:#ff7373; }
+
+span.bp3-icon-standard{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon-large{
+  font-family:"Icons20", sans-serif;
+  font-size:20px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon:empty{
+  font-family:"Icons20";
+  font-size:inherit;
+  font-style:normal;
+  font-weight:400;
+  line-height:1; }
+  span.bp3-icon:empty::before{
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased; }
+
+.bp3-icon-add::before{
+  content:""; }
+
+.bp3-icon-add-column-left::before{
+  content:""; }
+
+.bp3-icon-add-column-right::before{
+  content:""; }
+
+.bp3-icon-add-row-bottom::before{
+  content:""; }
+
+.bp3-icon-add-row-top::before{
+  content:""; }
+
+.bp3-icon-add-to-artifact::before{
+  content:""; }
+
+.bp3-icon-add-to-folder::before{
+  content:""; }
+
+.bp3-icon-airplane::before{
+  content:""; }
+
+.bp3-icon-align-center::before{
+  content:""; }
+
+.bp3-icon-align-justify::before{
+  content:""; }
+
+.bp3-icon-align-left::before{
+  content:""; }
+
+.bp3-icon-align-right::before{
+  content:""; }
+
+.bp3-icon-alignment-bottom::before{
+  content:""; }
+
+.bp3-icon-alignment-horizontal-center::before{
+  content:""; }
+
+.bp3-icon-alignment-left::before{
+  content:""; }
+
+.bp3-icon-alignment-right::before{
+  content:""; }
+
+.bp3-icon-alignment-top::before{
+  content:""; }
+
+.bp3-icon-alignment-vertical-center::before{
+  content:""; }
+
+.bp3-icon-annotation::before{
+  content:""; }
+
+.bp3-icon-application::before{
+  content:""; }
+
+.bp3-icon-applications::before{
+  content:""; }
+
+.bp3-icon-archive::before{
+  content:""; }
+
+.bp3-icon-arrow-bottom-left::before{
+  content:"↙"; }
+
+.bp3-icon-arrow-bottom-right::before{
+  content:"↘"; }
+
+.bp3-icon-arrow-down::before{
+  content:"↓"; }
+
+.bp3-icon-arrow-left::before{
+  content:"←"; }
+
+.bp3-icon-arrow-right::before{
+  content:"→"; }
+
+.bp3-icon-arrow-top-left::before{
+  content:"↖"; }
+
+.bp3-icon-arrow-top-right::before{
+  content:"↗"; }
+
+.bp3-icon-arrow-up::before{
+  content:"↑"; }
+
+.bp3-icon-arrows-horizontal::before{
+  content:"↔"; }
+
+.bp3-icon-arrows-vertical::before{
+  content:"↕"; }
+
+.bp3-icon-asterisk::before{
+  content:"*"; }
+
+.bp3-icon-automatic-updates::before{
+  content:""; }
+
+.bp3-icon-badge::before{
+  content:""; }
+
+.bp3-icon-ban-circle::before{
+  content:""; }
+
+.bp3-icon-bank-account::before{
+  content:""; }
+
+.bp3-icon-barcode::before{
+  content:""; }
+
+.bp3-icon-blank::before{
+  content:""; }
+
+.bp3-icon-blocked-person::before{
+  content:""; }
+
+.bp3-icon-bold::before{
+  content:""; }
+
+.bp3-icon-book::before{
+  content:""; }
+
+.bp3-icon-bookmark::before{
+  content:""; }
+
+.bp3-icon-box::before{
+  content:""; }
+
+.bp3-icon-briefcase::before{
+  content:""; }
+
+.bp3-icon-bring-data::before{
+  content:""; }
+
+.bp3-icon-build::before{
+  content:""; }
+
+.bp3-icon-calculator::before{
+  content:""; }
+
+.bp3-icon-calendar::before{
+  content:""; }
+
+.bp3-icon-camera::before{
+  content:""; }
+
+.bp3-icon-caret-down::before{
+  content:"⌄"; }
+
+.bp3-icon-caret-left::before{
+  content:"〈"; }
+
+.bp3-icon-caret-right::before{
+  content:"〉"; }
+
+.bp3-icon-caret-up::before{
+  content:"⌃"; }
+
+.bp3-icon-cell-tower::before{
+  content:""; }
+
+.bp3-icon-changes::before{
+  content:""; }
+
+.bp3-icon-chart::before{
+  content:""; }
+
+.bp3-icon-chat::before{
+  content:""; }
+
+.bp3-icon-chevron-backward::before{
+  content:""; }
+
+.bp3-icon-chevron-down::before{
+  content:""; }
+
+.bp3-icon-chevron-forward::before{
+  content:""; }
+
+.bp3-icon-chevron-left::before{
+  content:""; }
+
+.bp3-icon-chevron-right::before{
+  content:""; }
+
+.bp3-icon-chevron-up::before{
+  content:""; }
+
+.bp3-icon-circle::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-down::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-left::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-right::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-up::before{
+  content:""; }
+
+.bp3-icon-citation::before{
+  content:""; }
+
+.bp3-icon-clean::before{
+  content:""; }
+
+.bp3-icon-clipboard::before{
+  content:""; }
+
+.bp3-icon-cloud::before{
+  content:"☁"; }
+
+.bp3-icon-cloud-download::before{
+  content:""; }
+
+.bp3-icon-cloud-upload::before{
+  content:""; }
+
+.bp3-icon-code::before{
+  content:""; }
+
+.bp3-icon-code-block::before{
+  content:""; }
+
+.bp3-icon-cog::before{
+  content:""; }
+
+.bp3-icon-collapse-all::before{
+  content:""; }
+
+.bp3-icon-column-layout::before{
+  content:""; }
+
+.bp3-icon-comment::before{
+  content:""; }
+
+.bp3-icon-comparison::before{
+  content:""; }
+
+.bp3-icon-compass::before{
+  content:""; }
+
+.bp3-icon-compressed::before{
+  content:""; }
+
+.bp3-icon-confirm::before{
+  content:""; }
+
+.bp3-icon-console::before{
+  content:""; }
+
+.bp3-icon-contrast::before{
+  content:""; }
+
+.bp3-icon-control::before{
+  content:""; }
+
+.bp3-icon-credit-card::before{
+  content:""; }
+
+.bp3-icon-cross::before{
+  content:"✗"; }
+
+.bp3-icon-crown::before{
+  content:""; }
+
+.bp3-icon-cube::before{
+  content:""; }
+
+.bp3-icon-cube-add::before{
+  content:""; }
+
+.bp3-icon-cube-remove::before{
+  content:""; }
+
+.bp3-icon-curved-range-chart::before{
+  content:""; }
+
+.bp3-icon-cut::before{
+  content:""; }
+
+.bp3-icon-dashboard::before{
+  content:""; }
+
+.bp3-icon-data-lineage::before{
+  content:""; }
+
+.bp3-icon-database::before{
+  content:""; }
+
+.bp3-icon-delete::before{
+  content:""; }
+
+.bp3-icon-delta::before{
+  content:"Δ"; }
+
+.bp3-icon-derive-column::before{
+  content:""; }
+
+.bp3-icon-desktop::before{
+  content:""; }
+
+.bp3-icon-diagnosis::before{
+  content:""; }
+
+.bp3-icon-diagram-tree::before{
+  content:""; }
+
+.bp3-icon-direction-left::before{
+  content:""; }
+
+.bp3-icon-direction-right::before{
+  content:""; }
+
+.bp3-icon-disable::before{
+  content:""; }
+
+.bp3-icon-document::before{
+  content:""; }
+
+.bp3-icon-document-open::before{
+  content:""; }
+
+.bp3-icon-document-share::before{
+  content:""; }
+
+.bp3-icon-dollar::before{
+  content:"$"; }
+
+.bp3-icon-dot::before{
+  content:"•"; }
+
+.bp3-icon-double-caret-horizontal::before{
+  content:""; }
+
+.bp3-icon-double-caret-vertical::before{
+  content:""; }
+
+.bp3-icon-double-chevron-down::before{
+  content:""; }
+
+.bp3-icon-double-chevron-left::before{
+  content:""; }
+
+.bp3-icon-double-chevron-right::before{
+  content:""; }
+
+.bp3-icon-double-chevron-up::before{
+  content:""; }
+
+.bp3-icon-doughnut-chart::before{
+  content:""; }
+
+.bp3-icon-download::before{
+  content:""; }
+
+.bp3-icon-drag-handle-horizontal::before{
+  content:""; }
+
+.bp3-icon-drag-handle-vertical::before{
+  content:""; }
+
+.bp3-icon-draw::before{
+  content:""; }
+
+.bp3-icon-drive-time::before{
+  content:""; }
+
+.bp3-icon-duplicate::before{
+  content:""; }
+
+.bp3-icon-edit::before{
+  content:"✎"; }
+
+.bp3-icon-eject::before{
+  content:"⏏"; }
+
+.bp3-icon-endorsed::before{
+  content:""; }
+
+.bp3-icon-envelope::before{
+  content:"✉"; }
+
+.bp3-icon-equals::before{
+  content:""; }
+
+.bp3-icon-eraser::before{
+  content:""; }
+
+.bp3-icon-error::before{
+  content:""; }
+
+.bp3-icon-euro::before{
+  content:"€"; }
+
+.bp3-icon-exchange::before{
+  content:""; }
+
+.bp3-icon-exclude-row::before{
+  content:""; }
+
+.bp3-icon-expand-all::before{
+  content:""; }
+
+.bp3-icon-export::before{
+  content:""; }
+
+.bp3-icon-eye-off::before{
+  content:""; }
+
+.bp3-icon-eye-on::before{
+  content:""; }
+
+.bp3-icon-eye-open::before{
+  content:""; }
+
+.bp3-icon-fast-backward::before{
+  content:""; }
+
+.bp3-icon-fast-forward::before{
+  content:""; }
+
+.bp3-icon-feed::before{
+  content:""; }
+
+.bp3-icon-feed-subscribed::before{
+  content:""; }
+
+.bp3-icon-film::before{
+  content:""; }
+
+.bp3-icon-filter::before{
+  content:""; }
+
+.bp3-icon-filter-keep::before{
+  content:""; }
+
+.bp3-icon-filter-list::before{
+  content:""; }
+
+.bp3-icon-filter-open::before{
+  content:""; }
+
+.bp3-icon-filter-remove::before{
+  content:""; }
+
+.bp3-icon-flag::before{
+  content:"⚑"; }
+
+.bp3-icon-flame::before{
+  content:""; }
+
+.bp3-icon-flash::before{
+  content:""; }
+
+.bp3-icon-floppy-disk::before{
+  content:""; }
+
+.bp3-icon-flow-branch::before{
+  content:""; }
+
+.bp3-icon-flow-end::before{
+  content:""; }
+
+.bp3-icon-flow-linear::before{
+  content:""; }
+
+.bp3-icon-flow-review::before{
+  content:""; }
+
+.bp3-icon-flow-review-branch::before{
+  content:""; }
+
+.bp3-icon-flows::before{
+  content:""; }
+
+.bp3-icon-folder-close::before{
+  content:""; }
+
+.bp3-icon-folder-new::before{
+  content:""; }
+
+.bp3-icon-folder-open::before{
+  content:""; }
+
+.bp3-icon-folder-shared::before{
+  content:""; }
+
+.bp3-icon-folder-shared-open::before{
+  content:""; }
+
+.bp3-icon-follower::before{
+  content:""; }
+
+.bp3-icon-following::before{
+  content:""; }
+
+.bp3-icon-font::before{
+  content:""; }
+
+.bp3-icon-fork::before{
+  content:""; }
+
+.bp3-icon-form::before{
+  content:""; }
+
+.bp3-icon-full-circle::before{
+  content:""; }
+
+.bp3-icon-full-stacked-chart::before{
+  content:""; }
+
+.bp3-icon-fullscreen::before{
+  content:""; }
+
+.bp3-icon-function::before{
+  content:""; }
+
+.bp3-icon-gantt-chart::before{
+  content:""; }
+
+.bp3-icon-geolocation::before{
+  content:""; }
+
+.bp3-icon-geosearch::before{
+  content:""; }
+
+.bp3-icon-git-branch::before{
+  content:""; }
+
+.bp3-icon-git-commit::before{
+  content:""; }
+
+.bp3-icon-git-merge::before{
+  content:""; }
+
+.bp3-icon-git-new-branch::before{
+  content:""; }
+
+.bp3-icon-git-pull::before{
+  content:""; }
+
+.bp3-icon-git-push::before{
+  content:""; }
+
+.bp3-icon-git-repo::before{
+  content:""; }
+
+.bp3-icon-glass::before{
+  content:""; }
+
+.bp3-icon-globe::before{
+  content:""; }
+
+.bp3-icon-globe-network::before{
+  content:""; }
+
+.bp3-icon-graph::before{
+  content:""; }
+
+.bp3-icon-graph-remove::before{
+  content:""; }
+
+.bp3-icon-greater-than::before{
+  content:""; }
+
+.bp3-icon-greater-than-or-equal-to::before{
+  content:""; }
+
+.bp3-icon-grid::before{
+  content:""; }
+
+.bp3-icon-grid-view::before{
+  content:""; }
+
+.bp3-icon-group-objects::before{
+  content:""; }
+
+.bp3-icon-grouped-bar-chart::before{
+  content:""; }
+
+.bp3-icon-hand::before{
+  content:""; }
+
+.bp3-icon-hand-down::before{
+  content:""; }
+
+.bp3-icon-hand-left::before{
+  content:""; }
+
+.bp3-icon-hand-right::before{
+  content:""; }
+
+.bp3-icon-hand-up::before{
+  content:""; }
+
+.bp3-icon-header::before{
+  content:""; }
+
+.bp3-icon-header-one::before{
+  content:""; }
+
+.bp3-icon-header-two::before{
+  content:""; }
+
+.bp3-icon-headset::before{
+  content:""; }
+
+.bp3-icon-heart::before{
+  content:"♥"; }
+
+.bp3-icon-heart-broken::before{
+  content:""; }
+
+.bp3-icon-heat-grid::before{
+  content:""; }
+
+.bp3-icon-heatmap::before{
+  content:""; }
+
+.bp3-icon-help::before{
+  content:"?"; }
+
+.bp3-icon-helper-management::before{
+  content:""; }
+
+.bp3-icon-highlight::before{
+  content:""; }
+
+.bp3-icon-history::before{
+  content:""; }
+
+.bp3-icon-home::before{
+  content:"⌂"; }
+
+.bp3-icon-horizontal-bar-chart::before{
+  content:""; }
+
+.bp3-icon-horizontal-bar-chart-asc::before{
+  content:""; }
+
+.bp3-icon-horizontal-bar-chart-desc::before{
+  content:""; }
+
+.bp3-icon-horizontal-distribution::before{
+  content:""; }
+
+.bp3-icon-id-number::before{
+  content:""; }
+
+.bp3-icon-image-rotate-left::before{
+  content:""; }
+
+.bp3-icon-image-rotate-right::before{
+  content:""; }
+
+.bp3-icon-import::before{
+  content:""; }
+
+.bp3-icon-inbox::before{
+  content:""; }
+
+.bp3-icon-inbox-filtered::before{
+  content:""; }
+
+.bp3-icon-inbox-geo::before{
+  content:""; }
+
+.bp3-icon-inbox-search::before{
+  content:""; }
+
+.bp3-icon-inbox-update::before{
+  content:""; }
+
+.bp3-icon-info-sign::before{
+  content:"ℹ"; }
+
+.bp3-icon-inheritance::before{
+  content:""; }
+
+.bp3-icon-inner-join::before{
+  content:""; }
+
+.bp3-icon-insert::before{
+  content:""; }
+
+.bp3-icon-intersection::before{
+  content:""; }
+
+.bp3-icon-ip-address::before{
+  content:""; }
+
+.bp3-icon-issue::before{
+  content:""; }
+
+.bp3-icon-issue-closed::before{
+  content:""; }
+
+.bp3-icon-issue-new::before{
+  content:""; }
+
+.bp3-icon-italic::before{
+  content:""; }
+
+.bp3-icon-join-table::before{
+  content:""; }
+
+.bp3-icon-key::before{
+  content:""; }
+
+.bp3-icon-key-backspace::before{
+  content:""; }
+
+.bp3-icon-key-command::before{
+  content:""; }
+
+.bp3-icon-key-control::before{
+  content:""; }
+
+.bp3-icon-key-delete::before{
+  content:""; }
+
+.bp3-icon-key-enter::before{
+  content:""; }
+
+.bp3-icon-key-escape::before{
+  content:""; }
+
+.bp3-icon-key-option::before{
+  content:""; }
+
+.bp3-icon-key-shift::before{
+  content:""; }
+
+.bp3-icon-key-tab::before{
+  content:""; }
+
+.bp3-icon-known-vehicle::before{
+  content:""; }
+
+.bp3-icon-lab-test::before{
+  content:""; }
+
+.bp3-icon-label::before{
+  content:""; }
+
+.bp3-icon-layer::before{
+  content:""; }
+
+.bp3-icon-layers::before{
+  content:""; }
+
+.bp3-icon-layout::before{
+  content:""; }
+
+.bp3-icon-layout-auto::before{
+  content:""; }
+
+.bp3-icon-layout-balloon::before{
+  content:""; }
+
+.bp3-icon-layout-circle::before{
+  content:""; }
+
+.bp3-icon-layout-grid::before{
+  content:""; }
+
+.bp3-icon-layout-group-by::before{
+  content:""; }
+
+.bp3-icon-layout-hierarchy::before{
+  content:""; }
+
+.bp3-icon-layout-linear::before{
+  content:""; }
+
+.bp3-icon-layout-skew-grid::before{
+  content:""; }
+
+.bp3-icon-layout-sorted-clusters::before{
+  content:""; }
+
+.bp3-icon-learning::before{
+  content:""; }
+
+.bp3-icon-left-join::before{
+  content:""; }
+
+.bp3-icon-less-than::before{
+  content:""; }
+
+.bp3-icon-less-than-or-equal-to::before{
+  content:""; }
+
+.bp3-icon-lifesaver::before{
+  content:""; }
+
+.bp3-icon-lightbulb::before{
+  content:""; }
+
+.bp3-icon-link::before{
+  content:""; }
+
+.bp3-icon-list::before{
+  content:"☰"; }
+
+.bp3-icon-list-columns::before{
+  content:""; }
+
+.bp3-icon-list-detail-view::before{
+  content:""; }
+
+.bp3-icon-locate::before{
+  content:""; }
+
+.bp3-icon-lock::before{
+  content:""; }
+
+.bp3-icon-log-in::before{
+  content:""; }
+
+.bp3-icon-log-out::before{
+  content:""; }
+
+.bp3-icon-manual::before{
+  content:""; }
+
+.bp3-icon-manually-entered-data::before{
+  content:""; }
+
+.bp3-icon-map::before{
+  content:""; }
+
+.bp3-icon-map-create::before{
+  content:""; }
+
+.bp3-icon-map-marker::before{
+  content:""; }
+
+.bp3-icon-maximize::before{
+  content:""; }
+
+.bp3-icon-media::before{
+  content:""; }
+
+.bp3-icon-menu::before{
+  content:""; }
+
+.bp3-icon-menu-closed::before{
+  content:""; }
+
+.bp3-icon-menu-open::before{
+  content:""; }
+
+.bp3-icon-merge-columns::before{
+  content:""; }
+
+.bp3-icon-merge-links::before{
+  content:""; }
+
+.bp3-icon-minimize::before{
+  content:""; }
+
+.bp3-icon-minus::before{
+  content:"−"; }
+
+.bp3-icon-mobile-phone::before{
+  content:""; }
+
+.bp3-icon-mobile-video::before{
+  content:""; }
+
+.bp3-icon-moon::before{
+  content:""; }
+
+.bp3-icon-more::before{
+  content:""; }
+
+.bp3-icon-mountain::before{
+  content:""; }
+
+.bp3-icon-move::before{
+  content:""; }
+
+.bp3-icon-mugshot::before{
+  content:""; }
+
+.bp3-icon-multi-select::before{
+  content:""; }
+
+.bp3-icon-music::before{
+  content:""; }
+
+.bp3-icon-new-drawing::before{
+  content:""; }
+
+.bp3-icon-new-grid-item::before{
+  content:""; }
+
+.bp3-icon-new-layer::before{
+  content:""; }
+
+.bp3-icon-new-layers::before{
+  content:""; }
+
+.bp3-icon-new-link::before{
+  content:""; }
+
+.bp3-icon-new-object::before{
+  content:""; }
+
+.bp3-icon-new-person::before{
+  content:""; }
+
+.bp3-icon-new-prescription::before{
+  content:""; }
+
+.bp3-icon-new-text-box::before{
+  content:""; }
+
+.bp3-icon-ninja::before{
+  content:""; }
+
+.bp3-icon-not-equal-to::before{
+  content:""; }
+
+.bp3-icon-notifications::before{
+  content:""; }
+
+.bp3-icon-notifications-updated::before{
+  content:""; }
+
+.bp3-icon-numbered-list::before{
+  content:""; }
+
+.bp3-icon-numerical::before{
+  content:""; }
+
+.bp3-icon-office::before{
+  content:""; }
+
+.bp3-icon-offline::before{
+  content:""; }
+
+.bp3-icon-oil-field::before{
+  content:""; }
+
+.bp3-icon-one-column::before{
+  content:""; }
+
+.bp3-icon-outdated::before{
+  content:""; }
+
+.bp3-icon-page-layout::before{
+  content:""; }
+
+.bp3-icon-panel-stats::before{
+  content:""; }
+
+.bp3-icon-panel-table::before{
+  content:""; }
+
+.bp3-icon-paperclip::before{
+  content:""; }
+
+.bp3-icon-paragraph::before{
+  content:""; }
+
+.bp3-icon-path::before{
+  content:""; }
+
+.bp3-icon-path-search::before{
+  content:""; }
+
+.bp3-icon-pause::before{
+  content:""; }
+
+.bp3-icon-people::before{
+  content:""; }
+
+.bp3-icon-percentage::before{
+  content:""; }
+
+.bp3-icon-person::before{
+  content:""; }
+
+.bp3-icon-phone::before{
+  content:"☎"; }
+
+.bp3-icon-pie-chart::before{
+  content:""; }
+
+.bp3-icon-pin::before{
+  content:""; }
+
+.bp3-icon-pivot::before{
+  content:""; }
+
+.bp3-icon-pivot-table::before{
+  content:""; }
+
+.bp3-icon-play::before{
+  content:""; }
+
+.bp3-icon-plus::before{
+  content:"+"; }
+
+.bp3-icon-polygon-filter::before{
+  content:""; }
+
+.bp3-icon-power::before{
+  content:""; }
+
+.bp3-icon-predictive-analysis::before{
+  content:""; }
+
+.bp3-icon-prescription::before{
+  content:""; }
+
+.bp3-icon-presentation::before{
+  content:""; }
+
+.bp3-icon-print::before{
+  content:"⎙"; }
+
+.bp3-icon-projects::before{
+  content:""; }
+
+.bp3-icon-properties::before{
+  content:""; }
+
+.bp3-icon-property::before{
+  content:""; }
+
+.bp3-icon-publish-function::before{
+  content:""; }
+
+.bp3-icon-pulse::before{
+  content:""; }
+
+.bp3-icon-random::before{
+  content:""; }
+
+.bp3-icon-record::before{
+  content:""; }
+
+.bp3-icon-redo::before{
+  content:""; }
+
+.bp3-icon-refresh::before{
+  content:""; }
+
+.bp3-icon-regression-chart::before{
+  content:""; }
+
+.bp3-icon-remove::before{
+  content:""; }
+
+.bp3-icon-remove-column::before{
+  content:""; }
+
+.bp3-icon-remove-column-left::before{
+  content:""; }
+
+.bp3-icon-remove-column-right::before{
+  content:""; }
+
+.bp3-icon-remove-row-bottom::before{
+  content:""; }
+
+.bp3-icon-remove-row-top::before{
+  content:""; }
+
+.bp3-icon-repeat::before{
+  content:""; }
+
+.bp3-icon-reset::before{
+  content:""; }
+
+.bp3-icon-resolve::before{
+  content:""; }
+
+.bp3-icon-rig::before{
+  content:""; }
+
+.bp3-icon-right-join::before{
+  content:""; }
+
+.bp3-icon-ring::before{
+  content:""; }
+
+.bp3-icon-rotate-document::before{
+  content:""; }
+
+.bp3-icon-rotate-page::before{
+  content:""; }
+
+.bp3-icon-satellite::before{
+  content:""; }
+
+.bp3-icon-saved::before{
+  content:""; }
+
+.bp3-icon-scatter-plot::before{
+  content:""; }
+
+.bp3-icon-search::before{
+  content:""; }
+
+.bp3-icon-search-around::before{
+  content:""; }
+
+.bp3-icon-search-template::before{
+  content:""; }
+
+.bp3-icon-search-text::before{
+  content:""; }
+
+.bp3-icon-segmented-control::before{
+  content:""; }
+
+.bp3-icon-select::before{
+  content:""; }
+
+.bp3-icon-selection::before{
+  content:"⦿"; }
+
+.bp3-icon-send-to::before{
+  content:""; }
+
+.bp3-icon-send-to-graph::before{
+  content:""; }
+
+.bp3-icon-send-to-map::before{
+  content:""; }
+
+.bp3-icon-series-add::before{
+  content:""; }
+
+.bp3-icon-series-configuration::before{
+  content:""; }
+
+.bp3-icon-series-derived::before{
+  content:""; }
+
+.bp3-icon-series-filtered::before{
+  content:""; }
+
+.bp3-icon-series-search::before{
+  content:""; }
+
+.bp3-icon-settings::before{
+  content:""; }
+
+.bp3-icon-share::before{
+  content:""; }
+
+.bp3-icon-shield::before{
+  content:""; }
+
+.bp3-icon-shop::before{
+  content:""; }
+
+.bp3-icon-shopping-cart::before{
+  content:""; }
+
+.bp3-icon-signal-search::before{
+  content:""; }
+
+.bp3-icon-sim-card::before{
+  content:""; }
+
+.bp3-icon-slash::before{
+  content:""; }
+
+.bp3-icon-small-cross::before{
+  content:""; }
+
+.bp3-icon-small-minus::before{
+  content:""; }
+
+.bp3-icon-small-plus::before{
+  content:""; }
+
+.bp3-icon-small-tick::before{
+  content:""; }
+
+.bp3-icon-snowflake::before{
+  content:""; }
+
+.bp3-icon-social-media::before{
+  content:""; }
+
+.bp3-icon-sort::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical-desc::before{
+  content:""; }
+
+.bp3-icon-sort-asc::before{
+  content:""; }
+
+.bp3-icon-sort-desc::before{
+  content:""; }
+
+.bp3-icon-sort-numerical::before{
+  content:""; }
+
+.bp3-icon-sort-numerical-desc::before{
+  content:""; }
+
+.bp3-icon-split-columns::before{
+  content:""; }
+
+.bp3-icon-square::before{
+  content:""; }
+
+.bp3-icon-stacked-chart::before{
+  content:""; }
+
+.bp3-icon-star::before{
+  content:"★"; }
+
+.bp3-icon-star-empty::before{
+  content:"☆"; }
+
+.bp3-icon-step-backward::before{
+  content:""; }
+
+.bp3-icon-step-chart::before{
+  content:""; }
+
+.bp3-icon-step-forward::before{
+  content:""; }
+
+.bp3-icon-stop::before{
+  content:""; }
+
+.bp3-icon-stopwatch::before{
+  content:""; }
+
+.bp3-icon-strikethrough::before{
+  content:""; }
+
+.bp3-icon-style::before{
+  content:""; }
+
+.bp3-icon-swap-horizontal::before{
+  content:""; }
+
+.bp3-icon-swap-vertical::before{
+  content:""; }
+
+.bp3-icon-symbol-circle::before{
+  content:""; }
+
+.bp3-icon-symbol-cross::before{
+  content:""; }
+
+.bp3-icon-symbol-diamond::before{
+  content:""; }
+
+.bp3-icon-symbol-square::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-down::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-up::before{
+  content:""; }
+
+.bp3-icon-tag::before{
+  content:""; }
+
+.bp3-icon-take-action::before{
+  content:""; }
+
+.bp3-icon-taxi::before{
+  content:""; }
+
+.bp3-icon-text-highlight::before{
+  content:""; }
+
+.bp3-icon-th::before{
+  content:""; }
+
+.bp3-icon-th-derived::before{
+  content:""; }
+
+.bp3-icon-th-disconnect::before{
+  content:""; }
+
+.bp3-icon-th-filtered::before{
+  content:""; }
+
+.bp3-icon-th-list::before{
+  content:""; }
+
+.bp3-icon-thumbs-down::before{
+  content:""; }
+
+.bp3-icon-thumbs-up::before{
+  content:""; }
+
+.bp3-icon-tick::before{
+  content:"✓"; }
+
+.bp3-icon-tick-circle::before{
+  content:""; }
+
+.bp3-icon-time::before{
+  content:"⏲"; }
+
+.bp3-icon-timeline-area-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-bar-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-events::before{
+  content:""; }
+
+.bp3-icon-timeline-line-chart::before{
+  content:""; }
+
+.bp3-icon-tint::before{
+  content:""; }
+
+.bp3-icon-torch::before{
+  content:""; }
+
+.bp3-icon-tractor::before{
+  content:""; }
+
+.bp3-icon-train::before{
+  content:""; }
+
+.bp3-icon-translate::before{
+  content:""; }
+
+.bp3-icon-trash::before{
+  content:""; }
+
+.bp3-icon-tree::before{
+  content:""; }
+
+.bp3-icon-trending-down::before{
+  content:""; }
+
+.bp3-icon-trending-up::before{
+  content:""; }
+
+.bp3-icon-truck::before{
+  content:""; }
+
+.bp3-icon-two-columns::before{
+  content:""; }
+
+.bp3-icon-unarchive::before{
+  content:""; }
+
+.bp3-icon-underline::before{
+  content:"⎁"; }
+
+.bp3-icon-undo::before{
+  content:"⎌"; }
+
+.bp3-icon-ungroup-objects::before{
+  content:""; }
+
+.bp3-icon-unknown-vehicle::before{
+  content:""; }
+
+.bp3-icon-unlock::before{
+  content:""; }
+
+.bp3-icon-unpin::before{
+  content:""; }
+
+.bp3-icon-unresolve::before{
+  content:""; }
+
+.bp3-icon-updated::before{
+  content:""; }
+
+.bp3-icon-upload::before{
+  content:""; }
+
+.bp3-icon-user::before{
+  content:""; }
+
+.bp3-icon-variable::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-asc::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-desc::before{
+  content:""; }
+
+.bp3-icon-vertical-distribution::before{
+  content:""; }
+
+.bp3-icon-video::before{
+  content:""; }
+
+.bp3-icon-volume-down::before{
+  content:""; }
+
+.bp3-icon-volume-off::before{
+  content:""; }
+
+.bp3-icon-volume-up::before{
+  content:""; }
+
+.bp3-icon-walk::before{
+  content:""; }
+
+.bp3-icon-warning-sign::before{
+  content:""; }
+
+.bp3-icon-waterfall-chart::before{
+  content:""; }
+
+.bp3-icon-widget::before{
+  content:""; }
+
+.bp3-icon-widget-button::before{
+  content:""; }
+
+.bp3-icon-widget-footer::before{
+  content:""; }
+
+.bp3-icon-widget-header::before{
+  content:""; }
+
+.bp3-icon-wrench::before{
+  content:""; }
+
+.bp3-icon-zoom-in::before{
+  content:""; }
+
+.bp3-icon-zoom-out::before{
+  content:""; }
+
+.bp3-icon-zoom-to-fit::before{
+  content:""; }
+.bp3-submenu > .bp3-popover-wrapper{
+  display:block; }
+
+.bp3-submenu .bp3-popover-target{
+  display:block; }
+  .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }
+
+.bp3-submenu.bp3-popover{
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0 5px; }
+  .bp3-submenu.bp3-popover > .bp3-popover-content{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+.bp3-menu{
+  background:#ffffff;
+  border-radius:3px;
+  color:#182026;
+  list-style:none;
+  margin:0;
+  min-width:180px;
+  padding:5px;
+  text-align:left; }
+
+.bp3-menu-divider{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px; }
+  .bp3-dark .bp3-menu-divider{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-menu-item{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  border-radius:2px;
+  color:inherit;
+  line-height:20px;
+  padding:5px 7px;
+  text-decoration:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-menu-item > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-menu-item > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > *{
+    margin-right:7px; }
+  .bp3-menu-item:empty::before,
+  .bp3-menu-item > :last-child{
+    margin-right:0; }
+  .bp3-menu-item > .bp3-fill{
+    word-break:break-word; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    background-color:rgba(167, 182, 194, 0.3);
+    cursor:pointer;
+    text-decoration:none; }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-dark .bp3-menu-item{
+    color:inherit; }
+    .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+      background-color:rgba(138, 155, 168, 0.15);
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-disabled{
+      background-color:inherit;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-menu-item.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
+    .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    margin-right:7px; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > .bp3-icon{
+    color:#5c7080;
+    margin-top:2px; }
+  .bp3-menu-item .bp3-menu-item-label{
+    color:#5c7080; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    color:inherit; }
+  .bp3-menu-item.bp3-active, .bp3-menu-item:active{
+    background-color:rgba(115, 134, 148, 0.3); }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit !important;
+    color:rgba(92, 112, 128, 0.6) !important;
+    cursor:not-allowed !important;
+    outline:none !important; }
+    .bp3-menu-item.bp3-disabled::before,
+    .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-large .bp3-menu-item{
+    font-size:16px;
+    line-height:22px;
+    padding:9px 7px; }
+    .bp3-large .bp3-menu-item .bp3-icon{
+      margin-top:3px; }
+    .bp3-large .bp3-menu-item::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      margin-right:10px;
+      margin-top:1px; }
+
+button.bp3-menu-item{
+  background:none;
+  border:none;
+  text-align:left;
+  width:100%; }
+.bp3-menu-header{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px;
+  cursor:default;
+  padding-left:2px; }
+  .bp3-dark .bp3-menu-header{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+  .bp3-menu-header:first-of-type{
+    border-top:none; }
+  .bp3-menu-header > h6{
+    color:#182026;
+    font-weight:600;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    line-height:17px;
+    margin:0;
+    padding:10px 7px 0 1px; }
+    .bp3-dark .bp3-menu-header > h6{
+      color:#f5f8fa; }
+  .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+  .bp3-large .bp3-menu-header > h6{
+    font-size:18px;
+    padding-bottom:5px;
+    padding-top:15px; }
+  .bp3-large .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+
+.bp3-dark .bp3-menu{
+  background:#30404d;
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-menu-item{ }
+  .bp3-dark .bp3-menu-item.bp3-intent-primary{
+    color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-success{
+    color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-warning{
+    color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-danger{
+    color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item::before,
+  .bp3-dark .bp3-menu-item > .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item .bp3-menu-item-label{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
+    background-color:rgba(138, 155, 168, 0.3); }
+  .bp3-dark .bp3-menu-item.bp3-disabled{
+    color:rgba(167, 182, 194, 0.6) !important; }
+    .bp3-dark .bp3-menu-item.bp3-disabled::before,
+    .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(167, 182, 194, 0.6) !important; }
+
+.bp3-dark .bp3-menu-divider,
+.bp3-dark .bp3-menu-header{
+  border-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-dark .bp3-menu-header > h6{
+  color:#f5f8fa; }
+
+.bp3-label .bp3-menu{
+  margin-top:5px; }
+.bp3-navbar{
+  background-color:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  height:50px;
+  padding:0 15px;
+  position:relative;
+  width:100%;
+  z-index:10; }
+  .bp3-navbar.bp3-dark,
+  .bp3-dark .bp3-navbar{
+    background-color:#394b59; }
+  .bp3-navbar.bp3-dark{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-navbar{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-navbar.bp3-fixed-top{
+    left:0;
+    position:fixed;
+    right:0;
+    top:0; }
+
+.bp3-navbar-heading{
+  font-size:16px;
+  margin-right:15px; }
+
+.bp3-navbar-group{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:50px; }
+  .bp3-navbar-group.bp3-align-left{
+    float:left; }
+  .bp3-navbar-group.bp3-align-right{
+    float:right; }
+
+.bp3-navbar-divider{
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  height:20px;
+  margin:0 10px; }
+  .bp3-dark .bp3-navbar-divider{
+    border-left-color:rgba(255, 255, 255, 0.15); }
+.bp3-non-ideal-state{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  height:100%;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  text-align:center;
+  width:100%; }
+  .bp3-non-ideal-state > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-non-ideal-state > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-non-ideal-state::before,
+  .bp3-non-ideal-state > *{
+    margin-bottom:20px; }
+  .bp3-non-ideal-state:empty::before,
+  .bp3-non-ideal-state > :last-child{
+    margin-bottom:0; }
+  .bp3-non-ideal-state > *{
+    max-width:400px; }
+
+.bp3-non-ideal-state-visual{
+  color:rgba(92, 112, 128, 0.6);
+  font-size:60px; }
+  .bp3-dark .bp3-non-ideal-state-visual{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-overflow-list{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:nowrap;
+      flex-wrap:nowrap;
+  min-width:0; }
+
+.bp3-overflow-list-spacer{
+  -ms-flex-negative:1;
+      flex-shrink:1;
+  width:1px; }
+
+body.bp3-overlay-open{
+  overflow:hidden; }
+
+.bp3-overlay{
+  bottom:0;
+  left:0;
+  position:static;
+  right:0;
+  top:0;
+  z-index:20; }
+  .bp3-overlay:not(.bp3-overlay-open){
+    pointer-events:none; }
+  .bp3-overlay.bp3-overlay-container{
+    overflow:hidden;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-scroll-container{
+    overflow:auto;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-inline{
+    display:inline;
+    overflow:visible; }
+
+.bp3-overlay-content{
+  position:fixed;
+  z-index:20; }
+  .bp3-overlay-inline .bp3-overlay-content,
+  .bp3-overlay-scroll-container .bp3-overlay-content{
+    position:absolute; }
+
+.bp3-overlay-backdrop{
+  bottom:0;
+  left:0;
+  position:fixed;
+  right:0;
+  top:0;
+  opacity:1;
+  background-color:rgba(16, 22, 26, 0.7);
+  overflow:auto;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  z-index:20; }
+  .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
+    opacity:0; }
+  .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop.bp3-overlay-exit{
+    opacity:1; }
+  .bp3-overlay-backdrop.bp3-overlay-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop:focus{
+    outline:none; }
+  .bp3-overlay-inline .bp3-overlay-backdrop{
+    position:absolute; }
+.bp3-panel-stack{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-view{
+    background-color:#30404d; }
+  .bp3-panel-stack-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-panel-stack2{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack2-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack2-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack2-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack2-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack2-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack2-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-view{
+    background-color:#30404d; }
+  .bp3-panel-stack2-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-popover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  border-radius:3px;
+  display:inline-block;
+  z-index:20; }
+  .bp3-popover .bp3-popover-arrow{
+    height:30px;
+    position:absolute;
+    width:30px; }
+    .bp3-popover .bp3-popover-arrow::before{
+      height:20px;
+      margin:5px;
+      width:20px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
+    margin-bottom:17px;
+    margin-top:-17px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+      bottom:-11px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
+    margin-left:17px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+      left:-11px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
+    margin-top:17px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+      top:-11px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
+    margin-left:-17px;
+    margin-right:17px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+      right:-11px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+    top:-0.3934px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+    right:-0.3934px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+    left:-0.3934px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+    bottom:-0.3934px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-popover .bp3-popover-content{
+    background:#ffffff;
+    color:inherit; }
+  .bp3-popover .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-popover .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-popover .bp3-popover-arrow-fill{
+    fill:#ffffff; }
+  .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3); }
+  .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover-exit > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover .bp3-popover-content{
+    border-radius:3px;
+    position:relative; }
+  .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
+    max-width:350px;
+    padding:20px; }
+  .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
+    width:350px; }
+  .bp3-popover.bp3-minimal{
+    margin:0 !important; }
+    .bp3-popover.bp3-minimal .bp3-popover-arrow{
+      display:none; }
+    .bp3-popover.bp3-minimal.bp3-popover{
+      -webkit-transform:scale(1);
+              transform:scale(1); }
+      .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+      .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover.bp3-dark,
+  .bp3-dark .bp3-popover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-popover .bp3-popover-content{
+      background:#30404d;
+      color:inherit; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-popover .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
+      fill:#30404d; }
+
+.bp3-popover-arrow::before{
+  border-radius:2px;
+  content:"";
+  display:block;
+  position:absolute;
+  -webkit-transform:rotate(45deg);
+          transform:rotate(45deg); }
+
+.bp3-tether-pinned .bp3-popover-arrow{
+  display:none; }
+
+.bp3-popover-backdrop{
+  background:rgba(255, 255, 255, 0); }
+
+.bp3-transition-container{
+  opacity:1;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  z-index:20; }
+  .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
+    opacity:0; }
+  .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container.bp3-popover-exit{
+    opacity:1; }
+  .bp3-transition-container.bp3-popover-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container:focus{
+    outline:none; }
+  .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
+    pointer-events:none; }
+  .bp3-transition-container[data-x-out-of-boundaries]{
+    display:none; }
+
+span.bp3-popover-target{
+  display:inline-block; }
+
+.bp3-popover-wrapper.bp3-fill{
+  width:100%; }
+
+.bp3-portal{
+  left:0;
+  position:absolute;
+  right:0;
+  top:0; }
+@-webkit-keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+@keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+
+.bp3-progress-bar{
+  background:rgba(92, 112, 128, 0.2);
+  border-radius:40px;
+  display:block;
+  height:8px;
+  overflow:hidden;
+  position:relative;
+  width:100%; }
+  .bp3-progress-bar .bp3-progress-meter{
+    background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
+    background-color:rgba(92, 112, 128, 0.8);
+    background-size:30px 30px;
+    border-radius:40px;
+    height:100%;
+    position:absolute;
+    -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:100%; }
+  .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
+    animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
+  .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
+    background-image:none; }
+
+.bp3-dark .bp3-progress-bar{
+  background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-progress-bar .bp3-progress-meter{
+    background-color:#8a9ba8; }
+
+.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
+  background-color:#137cbd; }
+
+.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
+  background-color:#0f9960; }
+
+.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
+  background-color:#d9822b; }
+
+.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
+  background-color:#db3737; }
+@-webkit-keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+@keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+.bp3-skeleton{
+  -webkit-animation:1000ms linear infinite alternate skeleton-glow;
+          animation:1000ms linear infinite alternate skeleton-glow;
+  background:rgba(206, 217, 224, 0.2);
+  background-clip:padding-box !important;
+  border-color:rgba(206, 217, 224, 0.2) !important;
+  border-radius:2px;
+  -webkit-box-shadow:none !important;
+          box-shadow:none !important;
+  color:transparent !important;
+  cursor:default;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-skeleton::before, .bp3-skeleton::after,
+  .bp3-skeleton *{
+    visibility:hidden !important; }
+.bp3-slider{
+  height:40px;
+  min-width:150px;
+  width:100%;
+  cursor:default;
+  outline:none;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-slider:hover{
+    cursor:pointer; }
+  .bp3-slider:active{
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-slider.bp3-disabled{
+    cursor:not-allowed;
+    opacity:0.5; }
+  .bp3-slider.bp3-slider-unlabeled{
+    height:16px; }
+
+.bp3-slider-track,
+.bp3-slider-progress{
+  height:6px;
+  left:0;
+  right:0;
+  top:5px;
+  position:absolute; }
+
+.bp3-slider-track{
+  border-radius:3px;
+  overflow:hidden; }
+
+.bp3-slider-progress{
+  background:rgba(92, 112, 128, 0.2); }
+  .bp3-dark .bp3-slider-progress{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-slider-progress.bp3-intent-primary{
+    background-color:#137cbd; }
+  .bp3-slider-progress.bp3-intent-success{
+    background-color:#0f9960; }
+  .bp3-slider-progress.bp3-intent-warning{
+    background-color:#d9822b; }
+  .bp3-slider-progress.bp3-intent-danger{
+    background-color:#db3737; }
+
+.bp3-slider-handle{
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+  cursor:pointer;
+  height:16px;
+  left:0;
+  position:absolute;
+  top:0;
+  width:16px; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+  .bp3-slider-handle:focus{
+    z-index:1; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+    cursor:-webkit-grab;
+    cursor:grab;
+    z-index:2; }
+  .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-disabled .bp3-slider-handle{
+    background:#bfccd6;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    pointer-events:none; }
+  .bp3-dark .bp3-slider-handle{
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
+      background-color:#394b59; }
+    .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#293742; }
+  .bp3-dark .bp3-disabled .bp3-slider-handle{
+    background:#5c7080;
+    border-color:#5c7080;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-slider-handle .bp3-slider-label{
+    background:#394b59;
+    border-radius:3px;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+    color:#f5f8fa;
+    margin-left:8px; }
+    .bp3-dark .bp3-slider-handle .bp3-slider-label{
+      background:#e1e8ed;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+      color:#394b59; }
+    .bp3-disabled .bp3-slider-handle .bp3-slider-label{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
+    width:8px; }
+  .bp3-slider-handle.bp3-start{
+    border-bottom-right-radius:0;
+    border-top-right-radius:0; }
+  .bp3-slider-handle.bp3-end{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0;
+    margin-left:8px; }
+    .bp3-slider-handle.bp3-end .bp3-slider-label{
+      margin-left:0; }
+
+.bp3-slider-label{
+  -webkit-transform:translate(-50%, 20px);
+          transform:translate(-50%, 20px);
+  display:inline-block;
+  font-size:12px;
+  line-height:1;
+  padding:2px 5px;
+  position:absolute;
+  vertical-align:top; }
+
+.bp3-slider.bp3-vertical{
+  height:150px;
+  min-width:40px;
+  width:40px; }
+  .bp3-slider.bp3-vertical .bp3-slider-track,
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    bottom:0;
+    height:auto;
+    left:5px;
+    top:0;
+    width:6px; }
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    top:auto; }
+  .bp3-slider.bp3-vertical .bp3-slider-label{
+    -webkit-transform:translate(20px, 50%);
+            transform:translate(20px, 50%); }
+  .bp3-slider.bp3-vertical .bp3-slider-handle{
+    top:auto; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
+      margin-left:0;
+      margin-top:-8px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      height:8px;
+      margin-left:0;
+      width:16px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      border-bottom-right-radius:3px;
+      border-top-left-radius:0; }
+      .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
+        -webkit-transform:translate(20px);
+                transform:translate(20px); }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
+      border-bottom-left-radius:0;
+      border-bottom-right-radius:0;
+      border-top-left-radius:3px;
+      margin-bottom:8px; }
+
+@-webkit-keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+@keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+.bp3-spinner{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  overflow:visible;
+  vertical-align:middle; }
+  .bp3-spinner svg{
+    display:block; }
+  .bp3-spinner path{
+    fill-opacity:0; }
+  .bp3-spinner .bp3-spinner-head{
+    stroke:rgba(92, 112, 128, 0.8);
+    stroke-linecap:round;
+    -webkit-transform-origin:center;
+            transform-origin:center;
+    -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-spinner .bp3-spinner-track{
+    stroke:rgba(92, 112, 128, 0.2); }
+
+.bp3-spinner-animation{
+  -webkit-animation:pt-spinner-animation 500ms linear infinite;
+          animation:pt-spinner-animation 500ms linear infinite; }
+  .bp3-no-spin > .bp3-spinner-animation{
+    -webkit-animation:none;
+            animation:none; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-head{
+  stroke:#8a9ba8; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-track{
+  stroke:rgba(16, 22, 26, 0.5); }
+
+.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
+  stroke:#137cbd; }
+
+.bp3-spinner.bp3-intent-success .bp3-spinner-head{
+  stroke:#0f9960; }
+
+.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
+  stroke:#d9822b; }
+
+.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
+  stroke:#db3737; }
+.bp3-tabs.bp3-vertical{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-list{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
+      border-radius:3px;
+      padding:0 10px;
+      width:100%; }
+      .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
+        background-color:rgba(19, 124, 189, 0.2);
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+      background-color:rgba(19, 124, 189, 0.2);
+      border-radius:3px;
+      bottom:0;
+      height:auto;
+      left:0;
+      right:0;
+      top:0; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-panel{
+    margin-top:0;
+    padding-left:20px; }
+
+.bp3-tab-list{
+  -webkit-box-align:end;
+      -ms-flex-align:end;
+          align-items:flex-end;
+  border:none;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  list-style:none;
+  margin:0;
+  padding:0;
+  position:relative; }
+  .bp3-tab-list > *:not(:last-child){
+    margin-right:20px; }
+
+.bp3-tab{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:#182026;
+  cursor:pointer;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  font-size:14px;
+  line-height:30px;
+  max-width:100%;
+  position:relative;
+  vertical-align:top; }
+  .bp3-tab a{
+    color:inherit;
+    display:block;
+    text-decoration:none; }
+  .bp3-tab-indicator-wrapper ~ .bp3-tab{
+    background-color:transparent !important;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important; }
+  .bp3-tab[aria-disabled="true"]{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-tab[aria-selected="true"]{
+    border-radius:0;
+    -webkit-box-shadow:inset 0 -3px 0 #106ba3;
+            box-shadow:inset 0 -3px 0 #106ba3; }
+  .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#106ba3; }
+  .bp3-tab:focus{
+    -moz-outline-radius:0; }
+  .bp3-large > .bp3-tab{
+    font-size:16px;
+    line-height:40px; }
+
+.bp3-tab-panel{
+  margin-top:20px; }
+  .bp3-tab-panel[aria-hidden="true"]{
+    display:none; }
+
+.bp3-tab-indicator-wrapper{
+  left:0;
+  pointer-events:none;
+  position:absolute;
+  top:0;
+  -webkit-transform:translateX(0), translateY(0);
+          transform:translateX(0), translateY(0);
+  -webkit-transition:height, width, -webkit-transform;
+  transition:height, width, -webkit-transform;
+  transition:height, transform, width;
+  transition:height, transform, width, -webkit-transform;
+  -webkit-transition-duration:200ms;
+          transition-duration:200ms;
+  -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+          transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+    background-color:#106ba3;
+    bottom:0;
+    height:3px;
+    left:0;
+    position:absolute;
+    right:0; }
+  .bp3-tab-indicator-wrapper.bp3-no-animation{
+    -webkit-transition:none;
+    transition:none; }
+
+.bp3-dark .bp3-tab{
+  color:#f5f8fa; }
+  .bp3-dark .bp3-tab[aria-disabled="true"]{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tab[aria-selected="true"]{
+    -webkit-box-shadow:inset 0 -3px 0 #48aff0;
+            box-shadow:inset 0 -3px 0 #48aff0; }
+  .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#48aff0; }
+
+.bp3-dark .bp3-tab-indicator{
+  background-color:#48aff0; }
+
+.bp3-flex-expander{
+  -webkit-box-flex:1;
+      -ms-flex:1 1;
+          flex:1 1; }
+.bp3-tag{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#5c7080;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:#f5f8fa;
+  font-size:12px;
+  line-height:16px;
+  max-width:100%;
+  min-height:20px;
+  min-width:20px;
+  padding:2px 6px;
+  position:relative; }
+  .bp3-tag.bp3-interactive{
+    cursor:pointer; }
+    .bp3-tag.bp3-interactive:hover{
+      background-color:rgba(92, 112, 128, 0.85); }
+    .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
+      background-color:rgba(92, 112, 128, 0.7); }
+  .bp3-tag > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag::before,
+  .bp3-tag > *{
+    margin-right:4px; }
+  .bp3-tag:empty::before,
+  .bp3-tag > :last-child{
+    margin-right:0; }
+  .bp3-tag:focus{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:0;
+    -moz-outline-radius:6px; }
+  .bp3-tag.bp3-round{
+    border-radius:30px;
+    padding-left:8px;
+    padding-right:8px; }
+  .bp3-dark .bp3-tag{
+    background-color:#bfccd6;
+    color:#182026; }
+    .bp3-dark .bp3-tag.bp3-interactive{
+      cursor:pointer; }
+      .bp3-dark .bp3-tag.bp3-interactive:hover{
+        background-color:rgba(191, 204, 214, 0.85); }
+      .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
+        background-color:rgba(191, 204, 214, 0.7); }
+    .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
+      fill:currentColor; }
+  .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
+    fill:#ffffff; }
+  .bp3-tag.bp3-large,
+  .bp3-large .bp3-tag{
+    font-size:14px;
+    line-height:20px;
+    min-height:30px;
+    min-width:30px;
+    padding:5px 10px; }
+    .bp3-tag.bp3-large::before,
+    .bp3-tag.bp3-large > *,
+    .bp3-large .bp3-tag::before,
+    .bp3-large .bp3-tag > *{
+      margin-right:7px; }
+    .bp3-tag.bp3-large:empty::before,
+    .bp3-tag.bp3-large > :last-child,
+    .bp3-large .bp3-tag:empty::before,
+    .bp3-large .bp3-tag > :last-child{
+      margin-right:0; }
+    .bp3-tag.bp3-large.bp3-round,
+    .bp3-large .bp3-tag.bp3-round{
+      padding-left:12px;
+      padding-right:12px; }
+  .bp3-tag.bp3-intent-primary{
+    background:#137cbd;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.85); }
+      .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.7); }
+  .bp3-tag.bp3-intent-success{
+    background:#0f9960;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.85); }
+      .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.7); }
+  .bp3-tag.bp3-intent-warning{
+    background:#d9822b;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.85); }
+      .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.7); }
+  .bp3-tag.bp3-intent-danger{
+    background:#db3737;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.85); }
+      .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.7); }
+  .bp3-tag.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
+    fill:#5c7080; }
+  .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+    background-color:rgba(138, 155, 168, 0.2);
+    color:#182026; }
+    .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+        background-color:rgba(92, 112, 128, 0.3); }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+        background-color:rgba(92, 112, 128, 0.4); }
+    .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+      color:#f5f8fa; }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+          background-color:rgba(191, 204, 214, 0.3); }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+          background-color:rgba(191, 204, 214, 0.4); }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
+        fill:#a7b6c2; }
+  .bp3-tag.bp3-minimal.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15);
+    color:#106ba3; }
+    .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
+      fill:#137cbd; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25);
+      color:#48aff0; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+          background-color:rgba(19, 124, 189, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+          background-color:rgba(19, 124, 189, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15);
+    color:#0d8050; }
+    .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
+      fill:#0f9960; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25);
+      color:#3dcc91; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+          background-color:rgba(15, 153, 96, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+          background-color:rgba(15, 153, 96, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15);
+    color:#bf7326; }
+    .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
+      fill:#d9822b; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25);
+      color:#ffb366; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+          background-color:rgba(217, 130, 43, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+          background-color:rgba(217, 130, 43, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15);
+    color:#c23030; }
+    .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
+      fill:#db3737; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25);
+      color:#ff7373; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+          background-color:rgba(219, 55, 55, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+          background-color:rgba(219, 55, 55, 0.45); }
+
+.bp3-tag-remove{
+  background:none;
+  border:none;
+  color:inherit;
+  cursor:pointer;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin-bottom:-2px;
+  margin-right:-6px !important;
+  margin-top:-2px;
+  opacity:0.5;
+  padding:2px;
+  padding-left:0; }
+  .bp3-tag-remove:hover{
+    background:none;
+    opacity:0.8;
+    text-decoration:none; }
+  .bp3-tag-remove:active{
+    opacity:1; }
+  .bp3-tag-remove:empty::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    content:""; }
+  .bp3-large .bp3-tag-remove{
+    margin-right:-10px !important;
+    padding:0 5px 0 0; }
+    .bp3-large .bp3-tag-remove:empty::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1; }
+.bp3-tag-input{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  cursor:text;
+  height:auto;
+  line-height:inherit;
+  min-height:30px;
+  padding-left:5px;
+  padding-right:0; }
+  .bp3-tag-input > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag-input > .bp3-tag-input-values{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag-input .bp3-tag-input-icon{
+    color:#5c7080;
+    margin-left:2px;
+    margin-right:7px;
+    margin-top:7px; }
+  .bp3-tag-input .bp3-tag-input-values{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row;
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    -ms-flex-item-align:stretch;
+        align-self:stretch;
+    -ms-flex-wrap:wrap;
+        flex-wrap:wrap;
+    margin-right:7px;
+    margin-top:5px;
+    min-width:0; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      -webkit-box-flex:0;
+          -ms-flex-positive:0;
+              flex-grow:0;
+      -ms-flex-negative:0;
+          flex-shrink:0; }
+    .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
+      -webkit-box-flex:1;
+          -ms-flex-positive:1;
+              flex-grow:1;
+      -ms-flex-negative:1;
+          flex-shrink:1; }
+    .bp3-tag-input .bp3-tag-input-values::before,
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-right:5px; }
+    .bp3-tag-input .bp3-tag-input-values:empty::before,
+    .bp3-tag-input .bp3-tag-input-values > :last-child{
+      margin-right:0; }
+    .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
+      padding-left:5px; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-bottom:5px; }
+  .bp3-tag-input .bp3-tag{
+    overflow-wrap:break-word; }
+    .bp3-tag-input .bp3-tag.bp3-active{
+      outline:rgba(19, 124, 189, 0.6) auto 2px;
+      outline-offset:0;
+      -moz-outline-radius:6px; }
+  .bp3-tag-input .bp3-input-ghost{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:20px;
+    width:80px; }
+    .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
+      cursor:not-allowed; }
+  .bp3-tag-input .bp3-button,
+  .bp3-tag-input .bp3-spinner{
+    margin:3px;
+    margin-left:0; }
+  .bp3-tag-input .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-tag-input.bp3-large{
+    height:auto;
+    min-height:40px; }
+    .bp3-tag-input.bp3-large::before,
+    .bp3-tag-input.bp3-large > *{
+      margin-right:10px; }
+    .bp3-tag-input.bp3-large:empty::before,
+    .bp3-tag-input.bp3-large > :last-child{
+      margin-right:0; }
+    .bp3-tag-input.bp3-large .bp3-tag-input-icon{
+      margin-left:5px;
+      margin-top:10px; }
+    .bp3-tag-input.bp3-large .bp3-input-ghost{
+      line-height:30px; }
+    .bp3-tag-input.bp3-large .bp3-button{
+      min-height:30px;
+      min-width:30px;
+      padding:5px 10px;
+      margin:5px;
+      margin-left:0; }
+    .bp3-tag-input.bp3-large .bp3-spinner{
+      margin:8px;
+      margin-left:0; }
+  .bp3-tag-input.bp3-active{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-input-ghost{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0; }
+  .bp3-input-ghost::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:focus{
+    outline:none !important; }
+.bp3-toast{
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:20px 0 0;
+  max-width:500px;
+  min-width:300px;
+  pointer-events:all;
+  position:relative !important; }
+  .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-exit{
+    opacity:1;
+    -webkit-filter:blur(0);
+            filter:blur(0); }
+  .bp3-toast.bp3-toast-exit-active{
+    opacity:0;
+    -webkit-filter:blur(10px);
+            filter:blur(10px);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:opacity, filter;
+    transition-property:opacity, filter, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast.bp3-toast-exit ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0); }
+  .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px);
+    -webkit-transition-delay:50ms;
+            transition-delay:50ms;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast .bp3-button-group{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    padding:5px;
+    padding-left:0; }
+  .bp3-toast > .bp3-icon{
+    color:#5c7080;
+    margin:12px;
+    margin-right:0; }
+  .bp3-toast.bp3-dark,
+  .bp3-dark .bp3-toast{
+    background-color:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-toast.bp3-dark > .bp3-icon,
+    .bp3-dark .bp3-toast > .bp3-icon{
+      color:#a7b6c2; }
+  .bp3-toast[class*="bp3-intent-"] a{
+    color:rgba(255, 255, 255, 0.7); }
+    .bp3-toast[class*="bp3-intent-"] a:hover{
+      color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
+    color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
+  .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    color:rgba(255, 255, 255, 0.7) !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
+    outline-color:rgba(255, 255, 255, 0.5); }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
+    background-color:rgba(255, 255, 255, 0.15) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    background-color:rgba(255, 255, 255, 0.3) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
+    background:rgba(255, 255, 255, 0.3) !important; }
+  .bp3-toast.bp3-intent-primary{
+    background-color:#137cbd;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-success{
+    background-color:#0f9960;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-warning{
+    background-color:#d9822b;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-danger{
+    background-color:#db3737;
+    color:#ffffff; }
+
+.bp3-toast-message{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  padding:11px;
+  word-break:break-word; }
+
+.bp3-toast-container{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box !important;
+  display:-ms-flexbox !important;
+  display:flex !important;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  left:0;
+  overflow:hidden;
+  padding:0 20px 20px;
+  pointer-events:none;
+  right:0;
+  z-index:40; }
+  .bp3-toast-container.bp3-toast-container-in-portal{
+    position:fixed; }
+  .bp3-toast-container.bp3-toast-container-inline{
+    position:absolute; }
+  .bp3-toast-container.bp3-toast-container-top{
+    top:0; }
+  .bp3-toast-container.bp3-toast-container-bottom{
+    bottom:0;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:reverse;
+        -ms-flex-direction:column-reverse;
+            flex-direction:column-reverse;
+    top:auto; }
+  .bp3-toast-container.bp3-toast-container-left{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start; }
+  .bp3-toast-container.bp3-toast-container-right{
+    -webkit-box-align:end;
+        -ms-flex-align:end;
+            align-items:flex-end; }
+
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
+  -webkit-transform:translateY(60px);
+          transform:translateY(60px); }
+.bp3-tooltip{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1); }
+  .bp3-tooltip .bp3-popover-arrow{
+    height:22px;
+    position:absolute;
+    width:22px; }
+    .bp3-tooltip .bp3-popover-arrow::before{
+      height:14px;
+      margin:4px;
+      width:14px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
+    margin-bottom:11px;
+    margin-top:-11px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+      bottom:-8px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
+    margin-left:11px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+      left:-8px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
+    margin-top:11px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+      top:-8px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
+    margin-left:-11px;
+    margin-right:11px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+      right:-8px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+    top:-0.22183px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+    right:-0.22183px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+    left:-0.22183px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+    bottom:-0.22183px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-tooltip .bp3-popover-content{
+    background:#394b59;
+    color:#f5f8fa; }
+  .bp3-tooltip .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-tooltip .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-tooltip .bp3-popover-arrow-fill{
+    fill:#394b59; }
+  .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8); }
+  .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover-exit > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tooltip .bp3-popover-content{
+    padding:10px 12px; }
+  .bp3-tooltip.bp3-dark,
+  .bp3-dark .bp3-tooltip{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-tooltip .bp3-popover-content{
+      background:#e1e8ed;
+      color:#394b59; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
+      fill:#e1e8ed; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
+    background:#137cbd;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
+    fill:#137cbd; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-content{
+    background:#0f9960;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
+    fill:#0f9960; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
+    background:#d9822b;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
+    fill:#d9822b; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
+    background:#db3737;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
+    fill:#db3737; }
+
+.bp3-tooltip-indicator{
+  border-bottom:dotted 1px;
+  cursor:help; }
+.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
+  color:#5c7080; }
+  .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-tree-node-list{
+  list-style:none;
+  margin:0;
+  padding-left:0; }
+
+.bp3-tree-root{
+  background-color:transparent;
+  cursor:default;
+  padding-left:0;
+  position:relative; }
+
+.bp3-tree-node-content-0{
+  padding-left:0px; }
+
+.bp3-tree-node-content-1{
+  padding-left:23px; }
+
+.bp3-tree-node-content-2{
+  padding-left:46px; }
+
+.bp3-tree-node-content-3{
+  padding-left:69px; }
+
+.bp3-tree-node-content-4{
+  padding-left:92px; }
+
+.bp3-tree-node-content-5{
+  padding-left:115px; }
+
+.bp3-tree-node-content-6{
+  padding-left:138px; }
+
+.bp3-tree-node-content-7{
+  padding-left:161px; }
+
+.bp3-tree-node-content-8{
+  padding-left:184px; }
+
+.bp3-tree-node-content-9{
+  padding-left:207px; }
+
+.bp3-tree-node-content-10{
+  padding-left:230px; }
+
+.bp3-tree-node-content-11{
+  padding-left:253px; }
+
+.bp3-tree-node-content-12{
+  padding-left:276px; }
+
+.bp3-tree-node-content-13{
+  padding-left:299px; }
+
+.bp3-tree-node-content-14{
+  padding-left:322px; }
+
+.bp3-tree-node-content-15{
+  padding-left:345px; }
+
+.bp3-tree-node-content-16{
+  padding-left:368px; }
+
+.bp3-tree-node-content-17{
+  padding-left:391px; }
+
+.bp3-tree-node-content-18{
+  padding-left:414px; }
+
+.bp3-tree-node-content-19{
+  padding-left:437px; }
+
+.bp3-tree-node-content-20{
+  padding-left:460px; }
+
+.bp3-tree-node-content{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:30px;
+  padding-right:5px;
+  width:100%; }
+  .bp3-tree-node-content:hover{
+    background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-tree-node-caret,
+.bp3-tree-node-caret-none{
+  min-width:30px; }
+
+.bp3-tree-node-caret{
+  color:#5c7080;
+  cursor:pointer;
+  padding:7px;
+  -webkit-transform:rotate(0deg);
+          transform:rotate(0deg);
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tree-node-caret:hover{
+    color:#182026; }
+  .bp3-dark .bp3-tree-node-caret{
+    color:#a7b6c2; }
+    .bp3-dark .bp3-tree-node-caret:hover{
+      color:#f5f8fa; }
+  .bp3-tree-node-caret.bp3-tree-node-caret-open{
+    -webkit-transform:rotate(90deg);
+            transform:rotate(90deg); }
+  .bp3-tree-node-caret.bp3-icon-standard::before{
+    content:""; }
+
+.bp3-tree-node-icon{
+  margin-right:7px;
+  position:relative; }
+
+.bp3-tree-node-label{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-label span{
+    display:inline; }
+
+.bp3-tree-node-secondary-label{
+  padding:0 5px;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-secondary-label .bp3-popover-wrapper,
+  .bp3-tree-node-secondary-label .bp3-popover-target{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
+  background-color:inherit;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
+.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
+    color:#ffffff; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
+    color:rgba(255, 255, 255, 0.7); }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
+    color:#ffffff; }
+
+.bp3-dark .bp3-tree-node-content:hover{
+  background-color:rgba(92, 112, 128, 0.3); }
+
+.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
+  color:#a7b6c2; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+.bp3-omnibar{
+  -webkit-filter:blur(0);
+          filter:blur(0);
+  opacity:1;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  left:calc(50% - 250px);
+  top:20vh;
+  width:500px;
+  z-index:21; }
+  .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2; }
+  .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar.bp3-overlay-exit{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1; }
+  .bp3-omnibar.bp3-overlay-exit-active{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar .bp3-input{
+    background-color:transparent;
+    border-radius:0; }
+    .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-omnibar .bp3-menu{
+    background-color:transparent;
+    border-radius:0;
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+    max-height:calc(60vh - 40px);
+    overflow:auto; }
+    .bp3-omnibar .bp3-menu:empty{
+      display:none; }
+  .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-omnibar-overlay .bp3-overlay-backdrop{
+  background-color:rgba(16, 22, 26, 0.2); }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+
+.bp3-multi-select{
+  min-width:150px; }
+
+.bp3-multi-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto; }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-bug: url(data:image/svg+xml;base64,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);
+  --jp-icon-build: url(data:image/svg+xml;base64,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);
+  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-case-sensitive: url(data:image/svg+xml;base64,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);
+  --jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-clear: url(data:image/svg+xml;base64,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);
+  --jp-icon-close: url(data:image/svg+xml;base64,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);
+  --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
+  --jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1pY29uLWJyYW5kMSBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNmZmYiPgogICAgPHBhdGggZD0iTTEwNSAxMjcuM2g0MHYxMi44aC00MHpNNTEuMSA3N0w3NCA5OS45bC0yMy4zIDIzLjMgMTAuNSAxMC41IDIzLjMtMjMuM0w5NSA5OS45IDg0LjUgODkuNCA2MS42IDY2LjV6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-copy: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-copyright: url(data:image/svg+xml;base64,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);
+  --jp-icon-cut: url(data:image/svg+xml;base64,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);
+  --jp-icon-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-edit: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-extension: url(data:image/svg+xml;base64,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);
+  --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-file: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-html5: url(data:image/svg+xml;base64,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);
+  --jp-icon-image: url(data:image/svg+xml;base64,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);
+  --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
+  --jp-icon-json: url(data:image/svg+xml;base64,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);
+  --jp-icon-julia: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyter-favicon: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyter: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyterlab-wordmark: url(data:image/svg+xml;base64,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);
+  --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+  --jp-icon-keyboard: url(data:image/svg+xml;base64,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);
+  --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4=);
+  --jp-icon-listings-info: url(data:image/svg+xml;base64,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);
+  --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+  --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-palette: url(data:image/svg+xml;base64,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);
+  --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-pdf: url(data:image/svg+xml;base64,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);
+  --jp-icon-python: url(data:image/svg+xml;base64,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);
+  --jp-icon-r-kernel: url(data:image/svg+xml;base64,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);
+  --jp-icon-react: url(data:image/svg+xml;base64,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);
+  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-regex: url(data:image/svg+xml;base64,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);
+  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-search: url(data:image/svg+xml;base64,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);
+  --jp-icon-settings: url(data:image/svg+xml;base64,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);
+  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-tag: url(data:image/svg+xml;base64,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);
+  --jp-icon-terminal: url(data:image/svg+xml;base64,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);
+  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-toc: url(data:image/svg+xml;base64,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);
+  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddIcon {
+  background-image: var(--jp-icon-add);
+}
+.jp-BugIcon {
+  background-image: var(--jp-icon-bug);
+}
+.jp-BuildIcon {
+  background-image: var(--jp-icon-build);
+}
+.jp-CaretDownEmptyIcon {
+  background-image: var(--jp-icon-caret-down-empty);
+}
+.jp-CaretDownEmptyThinIcon {
+  background-image: var(--jp-icon-caret-down-empty-thin);
+}
+.jp-CaretDownIcon {
+  background-image: var(--jp-icon-caret-down);
+}
+.jp-CaretLeftIcon {
+  background-image: var(--jp-icon-caret-left);
+}
+.jp-CaretRightIcon {
+  background-image: var(--jp-icon-caret-right);
+}
+.jp-CaretUpEmptyThinIcon {
+  background-image: var(--jp-icon-caret-up-empty-thin);
+}
+.jp-CaretUpIcon {
+  background-image: var(--jp-icon-caret-up);
+}
+.jp-CaseSensitiveIcon {
+  background-image: var(--jp-icon-case-sensitive);
+}
+.jp-CheckIcon {
+  background-image: var(--jp-icon-check);
+}
+.jp-CircleEmptyIcon {
+  background-image: var(--jp-icon-circle-empty);
+}
+.jp-CircleIcon {
+  background-image: var(--jp-icon-circle);
+}
+.jp-ClearIcon {
+  background-image: var(--jp-icon-clear);
+}
+.jp-CloseIcon {
+  background-image: var(--jp-icon-close);
+}
+.jp-CodeIcon {
+  background-image: var(--jp-icon-code);
+}
+.jp-ConsoleIcon {
+  background-image: var(--jp-icon-console);
+}
+.jp-CopyIcon {
+  background-image: var(--jp-icon-copy);
+}
+.jp-CopyrightIcon {
+  background-image: var(--jp-icon-copyright);
+}
+.jp-CutIcon {
+  background-image: var(--jp-icon-cut);
+}
+.jp-DownloadIcon {
+  background-image: var(--jp-icon-download);
+}
+.jp-EditIcon {
+  background-image: var(--jp-icon-edit);
+}
+.jp-EllipsesIcon {
+  background-image: var(--jp-icon-ellipses);
+}
+.jp-ExtensionIcon {
+  background-image: var(--jp-icon-extension);
+}
+.jp-FastForwardIcon {
+  background-image: var(--jp-icon-fast-forward);
+}
+.jp-FileIcon {
+  background-image: var(--jp-icon-file);
+}
+.jp-FileUploadIcon {
+  background-image: var(--jp-icon-file-upload);
+}
+.jp-FilterListIcon {
+  background-image: var(--jp-icon-filter-list);
+}
+.jp-FolderIcon {
+  background-image: var(--jp-icon-folder);
+}
+.jp-Html5Icon {
+  background-image: var(--jp-icon-html5);
+}
+.jp-ImageIcon {
+  background-image: var(--jp-icon-image);
+}
+.jp-InspectorIcon {
+  background-image: var(--jp-icon-inspector);
+}
+.jp-JsonIcon {
+  background-image: var(--jp-icon-json);
+}
+.jp-JuliaIcon {
+  background-image: var(--jp-icon-julia);
+}
+.jp-JupyterFaviconIcon {
+  background-image: var(--jp-icon-jupyter-favicon);
+}
+.jp-JupyterIcon {
+  background-image: var(--jp-icon-jupyter);
+}
+.jp-JupyterlabWordmarkIcon {
+  background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+.jp-KernelIcon {
+  background-image: var(--jp-icon-kernel);
+}
+.jp-KeyboardIcon {
+  background-image: var(--jp-icon-keyboard);
+}
+.jp-LauncherIcon {
+  background-image: var(--jp-icon-launcher);
+}
+.jp-LineFormIcon {
+  background-image: var(--jp-icon-line-form);
+}
+.jp-LinkIcon {
+  background-image: var(--jp-icon-link);
+}
+.jp-ListIcon {
+  background-image: var(--jp-icon-list);
+}
+.jp-ListingsInfoIcon {
+  background-image: var(--jp-icon-listings-info);
+}
+.jp-MarkdownIcon {
+  background-image: var(--jp-icon-markdown);
+}
+.jp-NewFolderIcon {
+  background-image: var(--jp-icon-new-folder);
+}
+.jp-NotTrustedIcon {
+  background-image: var(--jp-icon-not-trusted);
+}
+.jp-NotebookIcon {
+  background-image: var(--jp-icon-notebook);
+}
+.jp-NumberingIcon {
+  background-image: var(--jp-icon-numbering);
+}
+.jp-OfflineBoltIcon {
+  background-image: var(--jp-icon-offline-bolt);
+}
+.jp-PaletteIcon {
+  background-image: var(--jp-icon-palette);
+}
+.jp-PasteIcon {
+  background-image: var(--jp-icon-paste);
+}
+.jp-PdfIcon {
+  background-image: var(--jp-icon-pdf);
+}
+.jp-PythonIcon {
+  background-image: var(--jp-icon-python);
+}
+.jp-RKernelIcon {
+  background-image: var(--jp-icon-r-kernel);
+}
+.jp-ReactIcon {
+  background-image: var(--jp-icon-react);
+}
+.jp-RedoIcon {
+  background-image: var(--jp-icon-redo);
+}
+.jp-RefreshIcon {
+  background-image: var(--jp-icon-refresh);
+}
+.jp-RegexIcon {
+  background-image: var(--jp-icon-regex);
+}
+.jp-RunIcon {
+  background-image: var(--jp-icon-run);
+}
+.jp-RunningIcon {
+  background-image: var(--jp-icon-running);
+}
+.jp-SaveIcon {
+  background-image: var(--jp-icon-save);
+}
+.jp-SearchIcon {
+  background-image: var(--jp-icon-search);
+}
+.jp-SettingsIcon {
+  background-image: var(--jp-icon-settings);
+}
+.jp-SpreadsheetIcon {
+  background-image: var(--jp-icon-spreadsheet);
+}
+.jp-StopIcon {
+  background-image: var(--jp-icon-stop);
+}
+.jp-TabIcon {
+  background-image: var(--jp-icon-tab);
+}
+.jp-TableRowsIcon {
+  background-image: var(--jp-icon-table-rows);
+}
+.jp-TagIcon {
+  background-image: var(--jp-icon-tag);
+}
+.jp-TerminalIcon {
+  background-image: var(--jp-icon-terminal);
+}
+.jp-TextEditorIcon {
+  background-image: var(--jp-icon-text-editor);
+}
+.jp-TocIcon {
+  background-image: var(--jp-icon-toc);
+}
+.jp-TreeViewIcon {
+  background-image: var(--jp-icon-tree-view);
+}
+.jp-TrustedIcon {
+  background-image: var(--jp-icon-trusted);
+}
+.jp-UndoIcon {
+  background-image: var(--jp-icon-undo);
+}
+.jp-VegaIcon {
+  background-image: var(--jp-icon-vega);
+}
+.jp-YamlIcon {
+  background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+.jp-Icon,
+.jp-MaterialIcon {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-cover {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-18 {
+  background-size: 18px;
+  min-width: 18px;
+  min-height: 18px;
+}
+
+.jp-Icon-20 {
+  background-size: 20px;
+  min-width: 20px;
+  min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-accent1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-accent2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-accent3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-accent4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-accent1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-accent2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-accent3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-accent4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+  fill: none;
+}
+
+.jp-icon-none[stroke] {
+  stroke: none;
+}
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+  fill: var(--jp-brand-color0);
+}
+.jp-icon-brand1[fill] {
+  fill: var(--jp-brand-color1);
+}
+.jp-icon-brand2[fill] {
+  fill: var(--jp-brand-color2);
+}
+.jp-icon-brand3[fill] {
+  fill: var(--jp-brand-color3);
+}
+.jp-icon-brand4[fill] {
+  fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+  stroke: var(--jp-brand-color0);
+}
+.jp-icon-brand1[stroke] {
+  stroke: var(--jp-brand-color1);
+}
+.jp-icon-brand2[stroke] {
+  stroke: var(--jp-brand-color2);
+}
+.jp-icon-brand3[stroke] {
+  stroke: var(--jp-brand-color3);
+}
+.jp-icon-brand4[stroke] {
+  stroke: var(--jp-brand-color4);
+}
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+  fill: var(--jp-warn-color0);
+}
+.jp-icon-warn1[fill] {
+  fill: var(--jp-warn-color1);
+}
+.jp-icon-warn2[fill] {
+  fill: var(--jp-warn-color2);
+}
+.jp-icon-warn3[fill] {
+  fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+  stroke: var(--jp-warn-color0);
+}
+.jp-icon-warn1[stroke] {
+  stroke: var(--jp-warn-color1);
+}
+.jp-icon-warn2[stroke] {
+  stroke: var(--jp-warn-color2);
+}
+.jp-icon-warn3[stroke] {
+  stroke: var(--jp-warn-color3);
+}
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+  fill: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[fill] {
+  fill: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[fill] {
+  fill: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[fill] {
+  fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+  stroke: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[stroke] {
+  stroke: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[stroke] {
+  stroke: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[stroke] {
+  stroke: var(--jp-icon-contrast-color3);
+}
+
+/* CSS for icons in selected items in the settings editor */
+#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+#setting-editor
+  .jp-PluginList
+  .jp-mod-selected
+  .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected tabs in the sidebar tab manager */
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable-inverse[fill] {
+  fill: #fff;
+}
+
+/**
+ * TODO: come up with non css-hack solution for showing the busy icon on top
+ *  of the close icon
+ * CSS for complex behavior of close icon of tabs in the sidebar tab manager
+ */
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: #fff;
+}
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+*  of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+/* special handling for splash icon CSS. While the theme CSS reloads during
+   splash, the splash icon can loose theming. To prevent that, we set a
+   default for its color variable */
+:root {
+  --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+  margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) svg {
+  display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+  fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+  stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+  display: flex;
+  align-items: center;
+  padding-left: 4px;
+  padding-right: 4px;
+  font-size: var(--jp-ui-font-size1);
+  background-color: transparent;
+  color: var(--jp-ui-font-color1);
+  border: none;
+  height: 20px;
+}
+
+.jp-switch:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+  margin-right: 5px;
+}
+
+.jp-switch-track {
+  cursor: pointer;
+  background-color: var(--jp-border-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 34px;
+  height: 16px;
+  width: 35px;
+  position: relative;
+}
+
+.jp-switch-track::before {
+  content: '';
+  position: absolute;
+  height: 10px;
+  width: 10px;
+  margin: 3px;
+  left: 0px;
+  background-color: var(--jp-ui-inverse-font-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+  background-color: var(--jp-warn-color0);
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+  /* track width (35) - margins (3 + 3) - thumb width (10) */
+  left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+/* Override Blueprint's _reset.scss styles */
+html {
+  box-sizing: unset;
+}
+
+*,
+*::before,
+*::after {
+  box-sizing: unset;
+}
+
+body {
+  color: unset;
+  font-family: var(--jp-ui-font-family);
+}
+
+p {
+  margin-top: unset;
+  margin-bottom: unset;
+}
+
+small {
+  font-size: unset;
+}
+
+strong {
+  font-weight: unset;
+}
+
+/* Override Blueprint's _typography.scss styles */
+a {
+  text-decoration: unset;
+  color: unset;
+}
+a:hover {
+  text-decoration: unset;
+  color: unset;
+}
+
+/* Override Blueprint's _accessibility.scss styles */
+:focus {
+  outline: unset;
+  outline-offset: unset;
+  -moz-outline-radius: unset;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+  border-radius: var(--jp-border-radius);
+  padding: 0px 12px;
+  font-size: var(--jp-ui-font-size1);
+}
+
+/* Use our own theme for hover styles */
+button.jp-Button.bp3-button.bp3-minimal:hover {
+  background-color: var(--jp-layout-color2);
+}
+.jp-Button.minimal {
+  color: unset !important;
+}
+
+.jp-Button.jp-ToolbarButtonComponent {
+  text-transform: none;
+}
+
+.jp-InputGroup input {
+  box-sizing: border-box;
+  border-radius: 0;
+  background-color: transparent;
+  color: var(--jp-ui-font-color0);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.jp-InputGroup input:focus {
+  box-shadow: inset 0 0 0 var(--jp-border-width)
+      var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+  color: var(--jp-ui-font-color3);
+}
+
+.jp-BPIcon {
+  display: inline-block;
+  vertical-align: middle;
+  margin: auto;
+}
+
+/* Stop blueprint futzing with our icon fills */
+.bp3-icon.jp-BPIcon > svg:not([fill]) {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-InputGroupAction {
+  padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+  background-color: initial;
+  border: none;
+  border-radius: 0;
+  box-shadow: none;
+  color: var(--jp-ui-font-color0);
+  display: block;
+  font-size: var(--jp-ui-font-size1);
+  height: 24px;
+  line-height: 14px;
+  padding: 0 25px 0 10px;
+  text-align: left;
+  -moz-appearance: none;
+  -webkit-appearance: none;
+}
+
+/* Use our own theme for hover and option styles */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color0);
+}
+select {
+  box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+  border-top: 1px solid var(--jp-border-color2);
+  border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-Collapse-header {
+  padding: 1px 12px;
+  color: var(--jp-ui-font-color1);
+  background-color: var(--jp-layout-color1);
+  font-size: var(--jp-ui-font-size2);
+}
+
+.jp-Collapse-header:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-Collapse-contents {
+  padding: 0px 12px 0px 12px;
+  background-color: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+  padding-bottom: 0px;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+  position: absolute;
+  z-index: 10000;
+  top: 38px;
+  left: 30%;
+  margin: 0;
+  padding: 4px;
+  width: 40%;
+  box-shadow: var(--jp-elevation-z4);
+  border-radius: 4px;
+  background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+  max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+  margin-left: 4px;
+  margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+  .lm-CommandPalette
+  .lm-CommandPalette-item.lm-mod-disabled {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+  padding: 4px;
+  background-color: var(--jp-layout-color1);
+  z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+  overflow: overlay;
+  padding: 0px 9px;
+  background-color: var(--jp-input-active-background);
+  height: 30px;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-SearchIconGroup {
+  color: white;
+  background-color: var(--jp-brand-color1);
+  position: absolute;
+  top: 4px;
+  right: 4px;
+  padding: 5px 5px 1px 5px;
+}
+
+.jp-SearchIconGroup svg {
+  height: 20px;
+  width: 20px;
+}
+
+.jp-SearchIconGroup .jp-icon3[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-input {
+  background: transparent;
+  width: calc(100% - 18px);
+  float: left;
+  border: none;
+  outline: none;
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  line-height: var(--jp-private-commandpalette-search-height);
+}
+
+.lm-CommandPalette-input::-webkit-input-placeholder,
+.lm-CommandPalette-input::-moz-placeholder,
+.lm-CommandPalette-input:-ms-input-placeholder {
+  color: var(--jp-ui-font-color2);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+  margin-top: 0px;
+}
+
+.lm-CommandPalette-header {
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin-top: 8px;
+  padding: 8px 0 8px 12px;
+  text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+  background-color: transparent;
+  font-weight: bold;
+  color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+  padding: 4px 12px 4px 4px;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  font-weight: 400;
+  display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-itemContent {
+  overflow: hidden;
+}
+
+.lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled mark {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
+  margin: 0 4px 0 0;
+  position: relative;
+  width: 16px;
+  top: 2px;
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
+  opacity: 0.6;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+  display: none;
+}
+
+.lm-CommandPalette-content {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty:after {
+  content: 'No results';
+  margin: auto;
+  margin-top: 20px;
+  width: 100px;
+  display: block;
+  font-size: var(--jp-ui-font-size2);
+  font-family: var(--jp-ui-font-family);
+  font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+  text-align: center;
+  margin-top: 24px;
+  line-height: 1.32;
+  padding: 0px 8px;
+  color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+  position: absolute;
+  z-index: 10000;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  top: 0px;
+  left: 0px;
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+  display: flex;
+  flex-direction: column;
+  margin-left: auto;
+  margin-right: auto;
+  background: var(--jp-layout-color1);
+  padding: 24px;
+  padding-bottom: 12px;
+  min-width: 300px;
+  min-height: 150px;
+  max-width: 1000px;
+  max-height: 500px;
+  box-sizing: border-box;
+  box-shadow: var(--jp-elevation-z20);
+  word-wrap: break-word;
+  border-radius: var(--jp-border-radius);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color1);
+  resize: both;
+}
+
+.jp-Dialog-button {
+  overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+  outline: 1px solid var(--jp-brand-color1);
+  outline-offset: 4px;
+  -moz-outline-radius: 0px;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+  border: 0;
+}
+
+button.jp-Dialog-close-button {
+  padding: 0;
+  height: 100%;
+  min-width: unset;
+  min-height: unset;
+}
+
+.jp-Dialog-header {
+  display: flex;
+  justify-content: space-between;
+  flex: 0 0 auto;
+  padding-bottom: 12px;
+  font-size: var(--jp-ui-font-size3);
+  font-weight: 400;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-body {
+  display: flex;
+  flex-direction: column;
+  flex: 1 1 auto;
+  font-size: var(--jp-ui-font-size1);
+  background: var(--jp-layout-color1);
+  overflow: auto;
+}
+
+.jp-Dialog-footer {
+  display: flex;
+  flex-direction: row;
+  justify-content: flex-end;
+  flex: 0 0 auto;
+  margin-left: -12px;
+  margin-right: -12px;
+  padding: 12px;
+}
+
+.jp-Dialog-title {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+  width: 100%;
+}
+
+.jp-Dialog-body > button {
+  padding: 0px 16px;
+}
+
+.jp-Dialog-body > label {
+  line-height: 1.4;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+  margin-right: 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+  position: fixed;
+}
+
+.jp-HoverBox.jp-mod-outofview {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-IFrame > iframe {
+  border: none;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+.jp-Input-Boolean-Dialog {
+  flex-direction: row-reverse;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-Input-Boolean-Dialog > label {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+  outline: none;
+}
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+  --md-red-50: #ffebee;
+  --md-red-100: #ffcdd2;
+  --md-red-200: #ef9a9a;
+  --md-red-300: #e57373;
+  --md-red-400: #ef5350;
+  --md-red-500: #f44336;
+  --md-red-600: #e53935;
+  --md-red-700: #d32f2f;
+  --md-red-800: #c62828;
+  --md-red-900: #b71c1c;
+  --md-red-A100: #ff8a80;
+  --md-red-A200: #ff5252;
+  --md-red-A400: #ff1744;
+  --md-red-A700: #d50000;
+
+  --md-pink-50: #fce4ec;
+  --md-pink-100: #f8bbd0;
+  --md-pink-200: #f48fb1;
+  --md-pink-300: #f06292;
+  --md-pink-400: #ec407a;
+  --md-pink-500: #e91e63;
+  --md-pink-600: #d81b60;
+  --md-pink-700: #c2185b;
+  --md-pink-800: #ad1457;
+  --md-pink-900: #880e4f;
+  --md-pink-A100: #ff80ab;
+  --md-pink-A200: #ff4081;
+  --md-pink-A400: #f50057;
+  --md-pink-A700: #c51162;
+
+  --md-purple-50: #f3e5f5;
+  --md-purple-100: #e1bee7;
+  --md-purple-200: #ce93d8;
+  --md-purple-300: #ba68c8;
+  --md-purple-400: #ab47bc;
+  --md-purple-500: #9c27b0;
+  --md-purple-600: #8e24aa;
+  --md-purple-700: #7b1fa2;
+  --md-purple-800: #6a1b9a;
+  --md-purple-900: #4a148c;
+  --md-purple-A100: #ea80fc;
+  --md-purple-A200: #e040fb;
+  --md-purple-A400: #d500f9;
+  --md-purple-A700: #aa00ff;
+
+  --md-deep-purple-50: #ede7f6;
+  --md-deep-purple-100: #d1c4e9;
+  --md-deep-purple-200: #b39ddb;
+  --md-deep-purple-300: #9575cd;
+  --md-deep-purple-400: #7e57c2;
+  --md-deep-purple-500: #673ab7;
+  --md-deep-purple-600: #5e35b1;
+  --md-deep-purple-700: #512da8;
+  --md-deep-purple-800: #4527a0;
+  --md-deep-purple-900: #311b92;
+  --md-deep-purple-A100: #b388ff;
+  --md-deep-purple-A200: #7c4dff;
+  --md-deep-purple-A400: #651fff;
+  --md-deep-purple-A700: #6200ea;
+
+  --md-indigo-50: #e8eaf6;
+  --md-indigo-100: #c5cae9;
+  --md-indigo-200: #9fa8da;
+  --md-indigo-300: #7986cb;
+  --md-indigo-400: #5c6bc0;
+  --md-indigo-500: #3f51b5;
+  --md-indigo-600: #3949ab;
+  --md-indigo-700: #303f9f;
+  --md-indigo-800: #283593;
+  --md-indigo-900: #1a237e;
+  --md-indigo-A100: #8c9eff;
+  --md-indigo-A200: #536dfe;
+  --md-indigo-A400: #3d5afe;
+  --md-indigo-A700: #304ffe;
+
+  --md-blue-50: #e3f2fd;
+  --md-blue-100: #bbdefb;
+  --md-blue-200: #90caf9;
+  --md-blue-300: #64b5f6;
+  --md-blue-400: #42a5f5;
+  --md-blue-500: #2196f3;
+  --md-blue-600: #1e88e5;
+  --md-blue-700: #1976d2;
+  --md-blue-800: #1565c0;
+  --md-blue-900: #0d47a1;
+  --md-blue-A100: #82b1ff;
+  --md-blue-A200: #448aff;
+  --md-blue-A400: #2979ff;
+  --md-blue-A700: #2962ff;
+
+  --md-light-blue-50: #e1f5fe;
+  --md-light-blue-100: #b3e5fc;
+  --md-light-blue-200: #81d4fa;
+  --md-light-blue-300: #4fc3f7;
+  --md-light-blue-400: #29b6f6;
+  --md-light-blue-500: #03a9f4;
+  --md-light-blue-600: #039be5;
+  --md-light-blue-700: #0288d1;
+  --md-light-blue-800: #0277bd;
+  --md-light-blue-900: #01579b;
+  --md-light-blue-A100: #80d8ff;
+  --md-light-blue-A200: #40c4ff;
+  --md-light-blue-A400: #00b0ff;
+  --md-light-blue-A700: #0091ea;
+
+  --md-cyan-50: #e0f7fa;
+  --md-cyan-100: #b2ebf2;
+  --md-cyan-200: #80deea;
+  --md-cyan-300: #4dd0e1;
+  --md-cyan-400: #26c6da;
+  --md-cyan-500: #00bcd4;
+  --md-cyan-600: #00acc1;
+  --md-cyan-700: #0097a7;
+  --md-cyan-800: #00838f;
+  --md-cyan-900: #006064;
+  --md-cyan-A100: #84ffff;
+  --md-cyan-A200: #18ffff;
+  --md-cyan-A400: #00e5ff;
+  --md-cyan-A700: #00b8d4;
+
+  --md-teal-50: #e0f2f1;
+  --md-teal-100: #b2dfdb;
+  --md-teal-200: #80cbc4;
+  --md-teal-300: #4db6ac;
+  --md-teal-400: #26a69a;
+  --md-teal-500: #009688;
+  --md-teal-600: #00897b;
+  --md-teal-700: #00796b;
+  --md-teal-800: #00695c;
+  --md-teal-900: #004d40;
+  --md-teal-A100: #a7ffeb;
+  --md-teal-A200: #64ffda;
+  --md-teal-A400: #1de9b6;
+  --md-teal-A700: #00bfa5;
+
+  --md-green-50: #e8f5e9;
+  --md-green-100: #c8e6c9;
+  --md-green-200: #a5d6a7;
+  --md-green-300: #81c784;
+  --md-green-400: #66bb6a;
+  --md-green-500: #4caf50;
+  --md-green-600: #43a047;
+  --md-green-700: #388e3c;
+  --md-green-800: #2e7d32;
+  --md-green-900: #1b5e20;
+  --md-green-A100: #b9f6ca;
+  --md-green-A200: #69f0ae;
+  --md-green-A400: #00e676;
+  --md-green-A700: #00c853;
+
+  --md-light-green-50: #f1f8e9;
+  --md-light-green-100: #dcedc8;
+  --md-light-green-200: #c5e1a5;
+  --md-light-green-300: #aed581;
+  --md-light-green-400: #9ccc65;
+  --md-light-green-500: #8bc34a;
+  --md-light-green-600: #7cb342;
+  --md-light-green-700: #689f38;
+  --md-light-green-800: #558b2f;
+  --md-light-green-900: #33691e;
+  --md-light-green-A100: #ccff90;
+  --md-light-green-A200: #b2ff59;
+  --md-light-green-A400: #76ff03;
+  --md-light-green-A700: #64dd17;
+
+  --md-lime-50: #f9fbe7;
+  --md-lime-100: #f0f4c3;
+  --md-lime-200: #e6ee9c;
+  --md-lime-300: #dce775;
+  --md-lime-400: #d4e157;
+  --md-lime-500: #cddc39;
+  --md-lime-600: #c0ca33;
+  --md-lime-700: #afb42b;
+  --md-lime-800: #9e9d24;
+  --md-lime-900: #827717;
+  --md-lime-A100: #f4ff81;
+  --md-lime-A200: #eeff41;
+  --md-lime-A400: #c6ff00;
+  --md-lime-A700: #aeea00;
+
+  --md-yellow-50: #fffde7;
+  --md-yellow-100: #fff9c4;
+  --md-yellow-200: #fff59d;
+  --md-yellow-300: #fff176;
+  --md-yellow-400: #ffee58;
+  --md-yellow-500: #ffeb3b;
+  --md-yellow-600: #fdd835;
+  --md-yellow-700: #fbc02d;
+  --md-yellow-800: #f9a825;
+  --md-yellow-900: #f57f17;
+  --md-yellow-A100: #ffff8d;
+  --md-yellow-A200: #ffff00;
+  --md-yellow-A400: #ffea00;
+  --md-yellow-A700: #ffd600;
+
+  --md-amber-50: #fff8e1;
+  --md-amber-100: #ffecb3;
+  --md-amber-200: #ffe082;
+  --md-amber-300: #ffd54f;
+  --md-amber-400: #ffca28;
+  --md-amber-500: #ffc107;
+  --md-amber-600: #ffb300;
+  --md-amber-700: #ffa000;
+  --md-amber-800: #ff8f00;
+  --md-amber-900: #ff6f00;
+  --md-amber-A100: #ffe57f;
+  --md-amber-A200: #ffd740;
+  --md-amber-A400: #ffc400;
+  --md-amber-A700: #ffab00;
+
+  --md-orange-50: #fff3e0;
+  --md-orange-100: #ffe0b2;
+  --md-orange-200: #ffcc80;
+  --md-orange-300: #ffb74d;
+  --md-orange-400: #ffa726;
+  --md-orange-500: #ff9800;
+  --md-orange-600: #fb8c00;
+  --md-orange-700: #f57c00;
+  --md-orange-800: #ef6c00;
+  --md-orange-900: #e65100;
+  --md-orange-A100: #ffd180;
+  --md-orange-A200: #ffab40;
+  --md-orange-A400: #ff9100;
+  --md-orange-A700: #ff6d00;
+
+  --md-deep-orange-50: #fbe9e7;
+  --md-deep-orange-100: #ffccbc;
+  --md-deep-orange-200: #ffab91;
+  --md-deep-orange-300: #ff8a65;
+  --md-deep-orange-400: #ff7043;
+  --md-deep-orange-500: #ff5722;
+  --md-deep-orange-600: #f4511e;
+  --md-deep-orange-700: #e64a19;
+  --md-deep-orange-800: #d84315;
+  --md-deep-orange-900: #bf360c;
+  --md-deep-orange-A100: #ff9e80;
+  --md-deep-orange-A200: #ff6e40;
+  --md-deep-orange-A400: #ff3d00;
+  --md-deep-orange-A700: #dd2c00;
+
+  --md-brown-50: #efebe9;
+  --md-brown-100: #d7ccc8;
+  --md-brown-200: #bcaaa4;
+  --md-brown-300: #a1887f;
+  --md-brown-400: #8d6e63;
+  --md-brown-500: #795548;
+  --md-brown-600: #6d4c41;
+  --md-brown-700: #5d4037;
+  --md-brown-800: #4e342e;
+  --md-brown-900: #3e2723;
+
+  --md-grey-50: #fafafa;
+  --md-grey-100: #f5f5f5;
+  --md-grey-200: #eeeeee;
+  --md-grey-300: #e0e0e0;
+  --md-grey-400: #bdbdbd;
+  --md-grey-500: #9e9e9e;
+  --md-grey-600: #757575;
+  --md-grey-700: #616161;
+  --md-grey-800: #424242;
+  --md-grey-900: #212121;
+
+  --md-blue-grey-50: #eceff1;
+  --md-blue-grey-100: #cfd8dc;
+  --md-blue-grey-200: #b0bec5;
+  --md-blue-grey-300: #90a4ae;
+  --md-blue-grey-400: #78909c;
+  --md-blue-grey-500: #607d8b;
+  --md-blue-grey-600: #546e7a;
+  --md-blue-grey-700: #455a64;
+  --md-blue-grey-800: #37474f;
+  --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+  position: absolute;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  z-index: 10;
+  left: 0;
+  top: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-layout-color0);
+  outline: none;
+}
+
+.jp-SpinnerContent {
+  font-size: 10px;
+  margin: 50px auto;
+  text-indent: -9999em;
+  width: 3em;
+  height: 3em;
+  border-radius: 50%;
+  background: var(--jp-brand-color3);
+  background: linear-gradient(
+    to right,
+    #f37626 10%,
+    rgba(255, 255, 255, 0) 42%
+  );
+  position: relative;
+  animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent:before {
+  width: 50%;
+  height: 50%;
+  background: #f37626;
+  border-radius: 100% 0 0 0;
+  position: absolute;
+  top: 0;
+  left: 0;
+  content: '';
+}
+
+.jp-SpinnerContent:after {
+  background: var(--jp-layout-color0);
+  width: 75%;
+  height: 75%;
+  border-radius: 50%;
+  content: '';
+  margin: auto;
+  position: absolute;
+  top: 0;
+  left: 0;
+  bottom: 0;
+  right: 0;
+}
+
+@keyframes fadeIn {
+  0% {
+    opacity: 0;
+  }
+  100% {
+    opacity: 1;
+  }
+}
+
+@keyframes load3 {
+  0% {
+    transform: rotate(0deg);
+  }
+  100% {
+    transform: rotate(360deg);
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: none;
+  box-sizing: border-box;
+  text-align: center;
+  line-height: 32px;
+  height: 32px;
+  padding: 0px 12px;
+  letter-spacing: 0.8px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+  background: var(--jp-input-background);
+  height: 28px;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+  padding-left: 7px;
+  padding-right: 7px;
+  font-size: var(--jp-ui-font-size2);
+  color: var(--jp-ui-font-color0);
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input[type='checkbox'].jp-mod-styled {
+  appearance: checkbox;
+  -webkit-appearance: checkbox;
+  -moz-appearance: checkbox;
+  height: auto;
+}
+
+input.jp-mod-styled:focus {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-FileDialog-Checkbox {
+  margin-top: 35px;
+  display: flex;
+  flex-direction: row;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-FileDialog-Checkbox > label {
+  flex: 1 1 auto;
+}
+
+.jp-select-wrapper {
+  display: flex;
+  position: relative;
+  flex-direction: column;
+  padding: 1px;
+  background-color: var(--jp-layout-color1);
+  height: 28px;
+  box-sizing: border-box;
+  margin-bottom: 12px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+  background-color: var(--jp-layout-color1);
+  cursor: pointer;
+  color: var(--jp-ui-font-color0);
+  background-color: var(--jp-input-hover-background);
+  box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+  flex: 1 1 auto;
+  height: 32px;
+  width: 100%;
+  font-size: var(--jp-ui-font-size2);
+  background: var(--jp-input-background);
+  color: var(--jp-ui-font-color0);
+  padding: 0 25px 0 8px;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toolbar-height: calc(
+    28px + var(--jp-border-width)
+  ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+  color: var(--jp-ui-font-color1);
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: 2px;
+  z-index: 1;
+  overflow-x: auto;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+  display: inline-block;
+  width: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  display: flex;
+  padding-left: 1px;
+  padding-right: 1px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: var(--jp-private-toolbar-height);
+  height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+  color: transparent;
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px;
+  margin: 0px;
+}
+
+button.jp-ToolbarButtonComponent {
+  background: var(--jp-layout-color1);
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px 6px;
+  margin: 0px;
+  height: 24px;
+  border-radius: var(--jp-border-radius);
+  display: flex;
+  align-items: center;
+  text-align: center;
+  font-size: 14px;
+  min-width: unset;
+  min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+  opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent span {
+  padding: 0px;
+  flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+  font-size: var(--jp-ui-font-size1);
+  line-height: 100%;
+  padding-left: 2px;
+  color: var(--jp-ui-font-color1);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar.jp-Toolbar-micro {
+  padding: 0;
+  min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar {
+  border: none;
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
+body.lm-mod-override-cursor * {
+  cursor: inherit !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+}
+
+.jp-JSONEditor-host {
+  flex: 1 1 auto;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  background: var(--jp-layout-color0);
+  min-height: 50px;
+  padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+  border-color: red;
+  outline-color: red;
+}
+
+.jp-JSONEditor-header {
+  display: flex;
+  flex: 1 0 auto;
+  padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+  flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+  height: 16px;
+  width: 16px;
+  background-size: 18px;
+  background-repeat: no-repeat;
+  background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+  background-color: var(--jp-input-active-background);
+  border: 1px solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+/* BASICS */
+
+.CodeMirror {
+  /* Set height, width, borders, and global font properties here */
+  font-family: monospace;
+  height: 300px;
+  color: black;
+  direction: ltr;
+}
+
+/* PADDING */
+
+.CodeMirror-lines {
+  padding: 4px 0; /* Vertical padding around content */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  padding: 0 4px; /* Horizontal padding of content */
+}
+
+.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  background-color: white; /* The little square between H and V scrollbars */
+}
+
+/* GUTTER */
+
+.CodeMirror-gutters {
+  border-right: 1px solid #ddd;
+  background-color: #f7f7f7;
+  white-space: nowrap;
+}
+.CodeMirror-linenumbers {}
+.CodeMirror-linenumber {
+  padding: 0 3px 0 5px;
+  min-width: 20px;
+  text-align: right;
+  color: #999;
+  white-space: nowrap;
+}
+
+.CodeMirror-guttermarker { color: black; }
+.CodeMirror-guttermarker-subtle { color: #999; }
+
+/* CURSOR */
+
+.CodeMirror-cursor {
+  border-left: 1px solid black;
+  border-right: none;
+  width: 0;
+}
+/* Shown when moving in bi-directional text */
+.CodeMirror div.CodeMirror-secondarycursor {
+  border-left: 1px solid silver;
+}
+.cm-fat-cursor .CodeMirror-cursor {
+  width: auto;
+  border: 0 !important;
+  background: #7e7;
+}
+.cm-fat-cursor div.CodeMirror-cursors {
+  z-index: 1;
+}
+.cm-fat-cursor-mark {
+  background-color: rgba(20, 255, 20, 0.5);
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+}
+.cm-animate-fat-cursor {
+  width: auto;
+  border: 0;
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+  background-color: #7e7;
+}
+@-moz-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@-webkit-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+
+/* Can style cursor different in overwrite (non-insert) mode */
+.CodeMirror-overwrite .CodeMirror-cursor {}
+
+.cm-tab { display: inline-block; text-decoration: inherit; }
+
+.CodeMirror-rulers {
+  position: absolute;
+  left: 0; right: 0; top: -50px; bottom: 0;
+  overflow: hidden;
+}
+.CodeMirror-ruler {
+  border-left: 1px solid #ccc;
+  top: 0; bottom: 0;
+  position: absolute;
+}
+
+/* DEFAULT THEME */
+
+.cm-s-default .cm-header {color: blue;}
+.cm-s-default .cm-quote {color: #090;}
+.cm-negative {color: #d44;}
+.cm-positive {color: #292;}
+.cm-header, .cm-strong {font-weight: bold;}
+.cm-em {font-style: italic;}
+.cm-link {text-decoration: underline;}
+.cm-strikethrough {text-decoration: line-through;}
+
+.cm-s-default .cm-keyword {color: #708;}
+.cm-s-default .cm-atom {color: #219;}
+.cm-s-default .cm-number {color: #164;}
+.cm-s-default .cm-def {color: #00f;}
+.cm-s-default .cm-variable,
+.cm-s-default .cm-punctuation,
+.cm-s-default .cm-property,
+.cm-s-default .cm-operator {}
+.cm-s-default .cm-variable-2 {color: #05a;}
+.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
+.cm-s-default .cm-comment {color: #a50;}
+.cm-s-default .cm-string {color: #a11;}
+.cm-s-default .cm-string-2 {color: #f50;}
+.cm-s-default .cm-meta {color: #555;}
+.cm-s-default .cm-qualifier {color: #555;}
+.cm-s-default .cm-builtin {color: #30a;}
+.cm-s-default .cm-bracket {color: #997;}
+.cm-s-default .cm-tag {color: #170;}
+.cm-s-default .cm-attribute {color: #00c;}
+.cm-s-default .cm-hr {color: #999;}
+.cm-s-default .cm-link {color: #00c;}
+
+.cm-s-default .cm-error {color: #f00;}
+.cm-invalidchar {color: #f00;}
+
+.CodeMirror-composing { border-bottom: 2px solid; }
+
+/* Default styles for common addons */
+
+div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
+div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
+.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
+.CodeMirror-activeline-background {background: #e8f2ff;}
+
+/* STOP */
+
+/* The rest of this file contains styles related to the mechanics of
+   the editor. You probably shouldn't touch them. */
+
+.CodeMirror {
+  position: relative;
+  overflow: hidden;
+  background: white;
+}
+
+.CodeMirror-scroll {
+  overflow: scroll !important; /* Things will break if this is overridden */
+  /* 50px is the magic margin used to hide the element's real scrollbars */
+  /* See overflow: hidden in .CodeMirror */
+  margin-bottom: -50px; margin-right: -50px;
+  padding-bottom: 50px;
+  height: 100%;
+  outline: none; /* Prevent dragging from highlighting the element */
+  position: relative;
+}
+.CodeMirror-sizer {
+  position: relative;
+  border-right: 50px solid transparent;
+}
+
+/* The fake, visible scrollbars. Used to force redraw during scrolling
+   before actual scrolling happens, thus preventing shaking and
+   flickering artifacts. */
+.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  position: absolute;
+  z-index: 6;
+  display: none;
+  outline: none;
+}
+.CodeMirror-vscrollbar {
+  right: 0; top: 0;
+  overflow-x: hidden;
+  overflow-y: scroll;
+}
+.CodeMirror-hscrollbar {
+  bottom: 0; left: 0;
+  overflow-y: hidden;
+  overflow-x: scroll;
+}
+.CodeMirror-scrollbar-filler {
+  right: 0; bottom: 0;
+}
+.CodeMirror-gutter-filler {
+  left: 0; bottom: 0;
+}
+
+.CodeMirror-gutters {
+  position: absolute; left: 0; top: 0;
+  min-height: 100%;
+  z-index: 3;
+}
+.CodeMirror-gutter {
+  white-space: normal;
+  height: 100%;
+  display: inline-block;
+  vertical-align: top;
+  margin-bottom: -50px;
+}
+.CodeMirror-gutter-wrapper {
+  position: absolute;
+  z-index: 4;
+  background: none !important;
+  border: none !important;
+}
+.CodeMirror-gutter-background {
+  position: absolute;
+  top: 0; bottom: 0;
+  z-index: 4;
+}
+.CodeMirror-gutter-elt {
+  position: absolute;
+  cursor: default;
+  z-index: 4;
+}
+.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
+.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }
+
+.CodeMirror-lines {
+  cursor: text;
+  min-height: 1px; /* prevents collapsing before first draw */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  /* Reset some styles that the rest of the page might have set */
+  -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
+  border-width: 0;
+  background: transparent;
+  font-family: inherit;
+  font-size: inherit;
+  margin: 0;
+  white-space: pre;
+  word-wrap: normal;
+  line-height: inherit;
+  color: inherit;
+  z-index: 2;
+  position: relative;
+  overflow: visible;
+  -webkit-tap-highlight-color: transparent;
+  -webkit-font-variant-ligatures: contextual;
+  font-variant-ligatures: contextual;
+}
+.CodeMirror-wrap pre.CodeMirror-line,
+.CodeMirror-wrap pre.CodeMirror-line-like {
+  word-wrap: break-word;
+  white-space: pre-wrap;
+  word-break: normal;
+}
+
+.CodeMirror-linebackground {
+  position: absolute;
+  left: 0; right: 0; top: 0; bottom: 0;
+  z-index: 0;
+}
+
+.CodeMirror-linewidget {
+  position: relative;
+  z-index: 2;
+  padding: 0.1px; /* Force widget margins to stay inside of the container */
+}
+
+.CodeMirror-widget {}
+
+.CodeMirror-rtl pre { direction: rtl; }
+
+.CodeMirror-code {
+  outline: none;
+}
+
+/* Force content-box sizing for the elements where we expect it */
+.CodeMirror-scroll,
+.CodeMirror-sizer,
+.CodeMirror-gutter,
+.CodeMirror-gutters,
+.CodeMirror-linenumber {
+  -moz-box-sizing: content-box;
+  box-sizing: content-box;
+}
+
+.CodeMirror-measure {
+  position: absolute;
+  width: 100%;
+  height: 0;
+  overflow: hidden;
+  visibility: hidden;
+}
+
+.CodeMirror-cursor {
+  position: absolute;
+  pointer-events: none;
+}
+.CodeMirror-measure pre { position: static; }
+
+div.CodeMirror-cursors {
+  visibility: hidden;
+  position: relative;
+  z-index: 3;
+}
+div.CodeMirror-dragcursors {
+  visibility: visible;
+}
+
+.CodeMirror-focused div.CodeMirror-cursors {
+  visibility: visible;
+}
+
+.CodeMirror-selected { background: #d9d9d9; }
+.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
+.CodeMirror-crosshair { cursor: crosshair; }
+.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
+.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }
+
+.cm-searching {
+  background-color: #ffa;
+  background-color: rgba(255, 255, 0, .4);
+}
+
+/* Used to force a border model for a node */
+.cm-force-border { padding-right: .1px; }
+
+@media print {
+  /* Hide the cursor when printing */
+  .CodeMirror div.CodeMirror-cursors {
+    visibility: hidden;
+  }
+}
+
+/* See issue #2901 */
+.cm-tab-wrap-hack:after { content: ''; }
+
+/* Help users use markselection to safely style text background */
+span.CodeMirror-selectedtext { background: none; }
+
+.CodeMirror-dialog {
+  position: absolute;
+  left: 0; right: 0;
+  background: inherit;
+  z-index: 15;
+  padding: .1em .8em;
+  overflow: hidden;
+  color: inherit;
+}
+
+.CodeMirror-dialog-top {
+  border-bottom: 1px solid #eee;
+  top: 0;
+}
+
+.CodeMirror-dialog-bottom {
+  border-top: 1px solid #eee;
+  bottom: 0;
+}
+
+.CodeMirror-dialog input {
+  border: none;
+  outline: none;
+  background: transparent;
+  width: 20em;
+  color: inherit;
+  font-family: monospace;
+}
+
+.CodeMirror-dialog button {
+  font-size: 70%;
+}
+
+.CodeMirror-foldmarker {
+  color: blue;
+  text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
+  font-family: arial;
+  line-height: .3;
+  cursor: pointer;
+}
+.CodeMirror-foldgutter {
+  width: .7em;
+}
+.CodeMirror-foldgutter-open,
+.CodeMirror-foldgutter-folded {
+  cursor: pointer;
+}
+.CodeMirror-foldgutter-open:after {
+  content: "\25BE";
+}
+.CodeMirror-foldgutter-folded:after {
+  content: "\25B8";
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.CodeMirror {
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  border: 0;
+  border-radius: 0;
+  height: auto;
+  /* Changed to auto to autogrow */
+}
+
+.CodeMirror pre {
+  padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
+/* May not cause it not because we changed it! */
+.CodeMirror-lines {
+  padding: var(--jp-code-padding) 0;
+}
+
+.CodeMirror-linenumber {
+  padding: 0 8px;
+}
+
+.jp-CodeMirrorEditor {
+  cursor: text;
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width1) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width2) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
+  display: none;
+}
+
+.CodeMirror-gutters {
+  border-right: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-layout-color0);
+}
+
+.jp-CollaboratorCursor {
+  border-left: 5px solid transparent;
+  border-right: 5px solid transparent;
+  border-top: none;
+  border-bottom: 3px solid;
+  background-clip: content-box;
+  margin-left: -5px;
+  margin-right: -5px;
+}
+
+.CodeMirror-selectedtext.cm-searching {
+  background-color: var(--jp-search-selected-match-background-color) !important;
+  color: var(--jp-search-selected-match-color) !important;
+}
+
+.cm-searching {
+  background-color: var(
+    --jp-search-unselected-match-background-color
+  ) !important;
+  color: var(--jp-search-unselected-match-color) !important;
+}
+
+.CodeMirror-focused .CodeMirror-selected {
+  background-color: var(--jp-editor-selected-focused-background);
+}
+
+.CodeMirror-selected {
+  background-color: var(--jp-editor-selected-background);
+}
+
+.jp-CollaboratorCursor-hover {
+  position: absolute;
+  z-index: 1;
+  transform: translateX(-50%);
+  color: white;
+  border-radius: 3px;
+  padding-left: 4px;
+  padding-right: 4px;
+  padding-top: 1px;
+  padding-bottom: 1px;
+  text-align: center;
+  font-size: var(--jp-ui-font-size1);
+  white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+  border-left: 1px dashed var(--jp-border-color2);
+}
+
+/**
+ * Here is our jupyter theme for CodeMirror syntax highlighting
+ * This is used in our marked.js syntax highlighting and CodeMirror itself
+ * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
+ * This came from the classic notebook, which came form highlight.js/GitHub
+ */
+
+/**
+ * CodeMirror themes are handling the background/color in this way. This works
+ * fine for CodeMirror editors outside the notebook, but the notebook styles
+ * these things differently.
+ */
+.CodeMirror.cm-s-jupyter {
+  background: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* In the notebook, we want this styling to be handled by its container */
+.jp-CodeConsole .CodeMirror.cm-s-jupyter,
+.jp-Notebook .CodeMirror.cm-s-jupyter {
+  background: transparent;
+}
+
+.cm-s-jupyter .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+.cm-s-jupyter span.cm-keyword {
+  color: var(--jp-mirror-editor-keyword-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-atom {
+  color: var(--jp-mirror-editor-atom-color);
+}
+.cm-s-jupyter span.cm-number {
+  color: var(--jp-mirror-editor-number-color);
+}
+.cm-s-jupyter span.cm-def {
+  color: var(--jp-mirror-editor-def-color);
+}
+.cm-s-jupyter span.cm-variable {
+  color: var(--jp-mirror-editor-variable-color);
+}
+.cm-s-jupyter span.cm-variable-2 {
+  color: var(--jp-mirror-editor-variable-2-color);
+}
+.cm-s-jupyter span.cm-variable-3 {
+  color: var(--jp-mirror-editor-variable-3-color);
+}
+.cm-s-jupyter span.cm-punctuation {
+  color: var(--jp-mirror-editor-punctuation-color);
+}
+.cm-s-jupyter span.cm-property {
+  color: var(--jp-mirror-editor-property-color);
+}
+.cm-s-jupyter span.cm-operator {
+  color: var(--jp-mirror-editor-operator-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-comment {
+  color: var(--jp-mirror-editor-comment-color);
+  font-style: italic;
+}
+.cm-s-jupyter span.cm-string {
+  color: var(--jp-mirror-editor-string-color);
+}
+.cm-s-jupyter span.cm-string-2 {
+  color: var(--jp-mirror-editor-string-2-color);
+}
+.cm-s-jupyter span.cm-meta {
+  color: var(--jp-mirror-editor-meta-color);
+}
+.cm-s-jupyter span.cm-qualifier {
+  color: var(--jp-mirror-editor-qualifier-color);
+}
+.cm-s-jupyter span.cm-builtin {
+  color: var(--jp-mirror-editor-builtin-color);
+}
+.cm-s-jupyter span.cm-bracket {
+  color: var(--jp-mirror-editor-bracket-color);
+}
+.cm-s-jupyter span.cm-tag {
+  color: var(--jp-mirror-editor-tag-color);
+}
+.cm-s-jupyter span.cm-attribute {
+  color: var(--jp-mirror-editor-attribute-color);
+}
+.cm-s-jupyter span.cm-header {
+  color: var(--jp-mirror-editor-header-color);
+}
+.cm-s-jupyter span.cm-quote {
+  color: var(--jp-mirror-editor-quote-color);
+}
+.cm-s-jupyter span.cm-link {
+  color: var(--jp-mirror-editor-link-color);
+}
+.cm-s-jupyter span.cm-error {
+  color: var(--jp-mirror-editor-error-color);
+}
+.cm-s-jupyter span.cm-hr {
+  color: #999;
+}
+
+.cm-s-jupyter span.cm-tab {
+  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+  background-position: right;
+  background-repeat: no-repeat;
+}
+
+.cm-s-jupyter .CodeMirror-activeline-background,
+.cm-s-jupyter .CodeMirror-gutter {
+  background-color: var(--jp-layout-color2);
+}
+
+/* Styles for shared cursors (remote cursor locations and selected ranges) */
+.jp-CodeMirrorEditor .remote-caret {
+  position: relative;
+  border-left: 2px solid black;
+  margin-left: -1px;
+  margin-right: -1px;
+  box-sizing: border-box;
+}
+
+.jp-CodeMirrorEditor .remote-caret > div {
+  white-space: nowrap;
+  position: absolute;
+  top: -1.15em;
+  padding-bottom: 0.05em;
+  left: -2px;
+  font-size: 0.95em;
+  background-color: rgb(250, 129, 0);
+  font-family: var(--jp-ui-font-family);
+  font-weight: bold;
+  line-height: normal;
+  user-select: none;
+  color: white;
+  padding-left: 2px;
+  padding-right: 2px;
+  z-index: 3;
+  transition: opacity 0.3s ease-in-out;
+}
+
+.jp-CodeMirrorEditor .remote-caret.hide-name > div {
+  transition-delay: 0.7s;
+  opacity: 0;
+}
+
+.jp-CodeMirrorEditor .remote-caret:hover > div {
+  opacity: 1;
+  transition-delay: 0s;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+  /* This is the padding value to fill the gaps between lines containing spans with background color. */
+  --jp-private-code-span-padding: calc(
+    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+  );
+}
+
+.jp-RenderedText {
+  text-align: left;
+  padding-left: var(--jp-code-padding);
+  line-height: var(--jp-code-line-height);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+  border: none;
+  margin: 0px;
+  padding: 0px;
+}
+
+.jp-RenderedText pre a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+  color: #3e424d;
+}
+.jp-RenderedText pre .ansi-red-fg {
+  color: #e75c58;
+}
+.jp-RenderedText pre .ansi-green-fg {
+  color: #00a250;
+}
+.jp-RenderedText pre .ansi-yellow-fg {
+  color: #ddb62b;
+}
+.jp-RenderedText pre .ansi-blue-fg {
+  color: #208ffb;
+}
+.jp-RenderedText pre .ansi-magenta-fg {
+  color: #d160c4;
+}
+.jp-RenderedText pre .ansi-cyan-fg {
+  color: #60c6c8;
+}
+.jp-RenderedText pre .ansi-white-fg {
+  color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+  background-color: #3e424d;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-bg {
+  background-color: #e75c58;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-bg {
+  background-color: #00a250;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-bg {
+  background-color: #ddb62b;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-bg {
+  background-color: #208ffb;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-bg {
+  background-color: #d160c4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-bg {
+  background-color: #60c6c8;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-bg {
+  background-color: #c5c1b4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+  color: #282c36;
+}
+.jp-RenderedText pre .ansi-red-intense-fg {
+  color: #b22b31;
+}
+.jp-RenderedText pre .ansi-green-intense-fg {
+  color: #007427;
+}
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+  color: #b27d12;
+}
+.jp-RenderedText pre .ansi-blue-intense-fg {
+  color: #0065ca;
+}
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+  color: #a03196;
+}
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+  color: #258f8f;
+}
+.jp-RenderedText pre .ansi-white-intense-fg {
+  color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+  background-color: #282c36;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-intense-bg {
+  background-color: #b22b31;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-intense-bg {
+  background-color: #007427;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+  background-color: #b27d12;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-intense-bg {
+  background-color: #0065ca;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+  background-color: #a03196;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+  background-color: #258f8f;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-intense-bg {
+  background-color: #a1a6b2;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+  color: var(--jp-ui-inverse-font-color0);
+}
+.jp-RenderedText pre .ansi-default-inverse-bg {
+  background-color: var(--jp-inverse-layout-color0);
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+  font-weight: bold;
+}
+.jp-RenderedText pre .ansi-underline {
+  text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+  background: var(--jp-rendermime-error-background);
+  padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+  padding: var(--jp-code-padding);
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-content-font-family);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+  padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+  font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+  text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+  line-height: var(--jp-content-heading-line-height);
+  font-weight: var(--jp-content-heading-font-weight);
+  font-style: normal;
+  margin: var(--jp-content-heading-margin-top) 0
+    var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+  font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+  font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+  font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+  font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+  font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+  padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+  list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+  list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+  list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+  list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+  list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+  list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+  margin-bottom: 0em;
+}
+
+.jp-RenderedHTMLCommon hr {
+  color: var(--jp-border-color2);
+  background-color: var(--jp-border-color1);
+  margin-top: 1em;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+  margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+  border: 0;
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  line-height: var(--jp-code-line-height);
+  padding: 0;
+  white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+  background-color: var(--jp-layout-color2);
+  padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+  border-collapse: collapse;
+  border-spacing: 0;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  font-size: 12px;
+  table-layout: fixed;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+  max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+  text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+  background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+  background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+  background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon table {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon p {
+  text-align: left;
+  margin: 0px;
+}
+
+.jp-RenderedHTMLCommon p {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+  -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+  display: block;
+  margin-left: 0;
+  margin-right: 0;
+  margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+/* ...or leave it untouched if they don't */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+  max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+  padding: var(--jp-notebook-padding);
+  border: var(--jp-border-width) solid transparent;
+  border-radius: var(--jp-border-radius);
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+  color: var(--jp-info-color0);
+  background-color: var(--jp-info-color3);
+  border-color: var(--jp-info-color2);
+}
+.jp-RenderedHTMLCommon .alert-info hr {
+  border-color: var(--jp-info-color3);
+}
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+  color: var(--jp-warn-color0);
+  background-color: var(--jp-warn-color3);
+  border-color: var(--jp-warn-color2);
+}
+.jp-RenderedHTMLCommon .alert-warning hr {
+  border-color: var(--jp-warn-color3);
+}
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+  color: var(--jp-success-color0);
+  background-color: var(--jp-success-color3);
+  border-color: var(--jp-success-color2);
+}
+.jp-RenderedHTMLCommon .alert-success hr {
+  border-color: var(--jp-success-color3);
+}
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+  color: var(--jp-error-color0);
+  background-color: var(--jp-error-color3);
+  border-color: var(--jp-error-color2);
+}
+.jp-RenderedHTMLCommon .alert-danger hr {
+  border-color: var(--jp-error-color3);
+}
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+  margin: 1em 2em;
+  padding: 0 1em;
+  border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+  visibility: hidden;
+  margin-left: 8px;
+  color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+  visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+  background-color: var(--jp-rendermime-table-row-background);
+  border: 1px solid var(--jp-border-color0);
+  border-bottom-color: var(--jp-border-color2);
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+  display: inline-block;
+  font-size: 0.8em;
+  line-height: 1em;
+  padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+  margin-bottom: 0.5em;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-filebrowser-button-height: 28px;
+  --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser {
+  display: flex;
+  flex-direction: column;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  border-bottom: none;
+  height: auto;
+  margin: var(--jp-toolbar-header-margin);
+  box-shadow: none;
+}
+
+.jp-BreadCrumbs {
+  flex: 0 0 auto;
+  margin: 8px 12px 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+  margin: 0px 2px;
+  padding: 0px 2px;
+  border-radius: var(--jp-border-radius);
+  cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+  margin-left: 0px;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+  background-color: var(--jp-brand-color2);
+  opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  padding: 0px;
+  margin: 8px 12px 0px 12px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  justify-content: flex-start;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
+  flex: 0 0 auto;
+  padding-left: 0px;
+  padding-right: 2px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
+  width: 40px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent {
+  width: 72px;
+  background: var(--jp-brand-color1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent:focus-visible {
+  background-color: var(--jp-brand-color0);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent
+  .jp-icon3 {
+  fill: white;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+  color: var(--jp-error-color1);
+}
+
+.jp-FileDialog .jp-new-name-title {
+  margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+  display: none;
+}
+
+.jp-FileBrowser-filterBox {
+  padding: 0px;
+  flex: 0 0 auto;
+  margin: 8px 12px 0px 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+  outline: 0;
+}
+
+.jp-DirListing:focus-visible {
+  border: 1px solid var(--jp-brand-color1);
+}
+
+.jp-DirListing-header {
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+  border-top: var(--jp-border-width) solid var(--jp-border-color2);
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+  padding: 4px 12px 2px 12px;
+  font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+  flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+  flex: 0 0 112px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-id-narrow {
+  display: none;
+  flex: 0 0 5px;
+  padding: 4px 4px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+  color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+  display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+  display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+  font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+  outline: 5px dashed rgba(128, 128, 128, 0.5);
+  outline-offset: -10px;
+  cursor: copy;
+}
+
+.jp-DirListing-item {
+  display: flex;
+  flex-direction: row;
+  padding: 4px 12px;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-DirListing-item[data-is-dot] {
+  opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+  background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+  flex: 0 0 20px;
+  margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+  flex: 1 0 64px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  user-select: none;
+}
+
+.jp-DirListing-itemModified {
+  flex: 0 0 125px;
+  text-align: right;
+}
+
+.jp-DirListing-editor {
+  flex: 1 0 64px;
+  outline: none;
+  border: none;
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
+  color: var(--jp-success-color1);
+  content: '\25CF';
+  font-size: 8px;
+  position: absolute;
+  left: -8px;
+}
+
+.jp-DirListing-item.jp-mod-running.jp-mod-selected
+  .jp-DirListing-itemIcon:before {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+  font-size: var(--jp-ui-font-size1);
+  padding-left: 4px;
+  margin-left: 4px;
+  width: 160px;
+  background-color: var(--jp-ui-inverse-font-color2);
+  box-shadow: var(--jp-elevation-z2);
+  border-radius: 0px;
+  color: var(--jp-ui-font-color1);
+  transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-DirListing-deadSpace {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-Document {
+  min-width: 120px;
+  min-height: 120px;
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+}
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+  overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+  display: flex;
+  flex-direction: row;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child {
+  flex-direction: column;
+}
+
+.jp-OutputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-outprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+.jp-OutputArea-output {
+  height: auto;
+  overflow: auto;
+  user-select: text;
+  -moz-user-select: text;
+  -webkit-user-select: text;
+  -ms-user-select: text;
+}
+
+.jp-OutputArea-child .jp-OutputArea-output {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  margin-left: var(--jp-notebook-padding);
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+  width: 100%;
+  display: block;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+  border: none;
+  margin: 0px;
+  padding: 0px;
+  overflow-x: auto;
+  overflow-y: auto;
+  word-break: break-all;
+  word-wrap: break-word;
+  white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+  margin-left: 0;
+  margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+  display: block;
+}
+
+.jp-OutputArea-output dl {
+  width: 100%;
+  overflow: hidden;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dt {
+  font-weight: bold;
+  float: left;
+  width: 20%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dd {
+  float: left;
+  width: 80%;
+  padding: 0;
+  margin: 0;
+}
+
+/* Hide the gutter in case of
+ *  - nested output areas (e.g. in the case of output widgets)
+ *  - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  margin-left: 0px;
+  flex: 1 1 auto;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+  padding-top: var(--jp-code-padding);
+  border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-stdin {
+  line-height: var(--jp-code-line-height);
+  padding-top: var(--jp-code-padding);
+  display: flex;
+}
+
+.jp-Stdin-prompt {
+  color: var(--jp-content-font-color0);
+  padding-right: var(--jp-code-padding);
+  vertical-align: baseline;
+  flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  color: inherit;
+  background-color: inherit;
+  width: 42%;
+  min-width: 200px;
+  /* make sure input baseline aligns with prompt */
+  vertical-align: baseline;
+  /* padding + margin = 0.5em between prompt and cursor */
+  padding: 0em 0.25em;
+  margin: 0em 0.25em;
+  flex: 0 0 70%;
+}
+
+.jp-Stdin-input:focus {
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+  height: 100%;
+  display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+  height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+  flex: 0 0 var(--jp-cell-collapser-width);
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+  border-radius: var(--jp-border-radius);
+  opacity: 1;
+}
+
+.jp-Collapser-child {
+  display: block;
+  width: 100%;
+  box-sizing: border-box;
+  /* height: 100% doesn't work because the height of its parent is computed from content */
+  position: absolute;
+  top: 0px;
+  bottom: 0px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+  height: 0px;
+  width: 100%;
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+}
+
+body[data-format='mobile'] .jp-InputArea {
+  flex-direction: column;
+}
+
+.jp-InputArea-editor {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  /* This is the non-active, default styling */
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0px;
+  background: var(--jp-cell-editor-background);
+}
+
+body[data-format='mobile'] .jp-InputArea-editor {
+  margin-left: var(--jp-notebook-padding);
+}
+
+.jp-InputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-inprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  opacity: var(--jp-cell-prompt-opacity);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-InputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+  display: flex;
+  flex-direction: row;
+  flex: 1 1 auto;
+}
+
+.jp-Placeholder-prompt {
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+  flex: 1 1 auto;
+  border: none;
+  background: transparent;
+  height: 20px;
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+  width: 32px;
+  height: 16px;
+  border: 1px solid transparent;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+  border: 1px solid var(--jp-border-color1);
+  box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
+  background-color: var(--jp-layout-color0);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+  padding: var(--jp-cell-padding);
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+  display: flex;
+  flex-direction: row;
+  padding: 0px;
+  margin: 0px;
+  /* Added to reveal the box-shadow on the input and output collapsers. */
+  overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+  border: none !important;
+  background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+  min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+  margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+  overflow-y: auto;
+  max-height: 200px;
+  box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
+  margin-left: var(--jp-private-cell-scrolling-output-offset);
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  flex: 0 0
+    calc(
+      var(--jp-cell-prompt-width) -
+        var(--jp-private-cell-scrolling-output-offset)
+    );
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+  flex: 1 1 auto;
+  margin-top: 0;
+  margin-bottom: 0;
+  padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+  overflow: auto;
+}
+
+.jp-showHiddenCellsButton {
+  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
+  margin-top: var(--jp-code-padding);
+  border: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-border-color3) !important;
+  color: var(--jp-content-font-color0) !important;
+}
+
+.jp-showHiddenCellsButton:hover {
+  background-color: var(--jp-border-color2) !important;
+}
+
+.jp-collapseHeadingButton {
+  display: none;
+}
+
+.jp-MarkdownCell:hover .jp-collapseHeadingButton {
+  display: flex;
+  min-height: var(--jp-cell-collapser-min-height);
+  position: absolute;
+  right: 0;
+  top: 0;
+  bottom: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+  padding: 2px;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+  border: none;
+  box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+  height: 24px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: 14px;
+  border-radius: 0;
+  display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+  top: 5px !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-notebook-dragImage-width: 304px;
+  --jp-private-notebook-dragImage-height: 36px;
+  --jp-private-notebook-selected-color: var(--md-blue-400);
+  --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel {
+  display: block;
+  height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+  min-width: 240px;
+  min-height: 120px;
+}
+
+.jp-Notebook {
+  padding: var(--jp-notebook-padding);
+  outline: none;
+  overflow: auto;
+  background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+  display: block;
+  content: '';
+  min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
+  contain: strict;
+}
+
+.jp-Notebook-render * {
+  contain: none !important;
+}
+
+.jp-Notebook .jp-Cell {
+  overflow: visible;
+}
+
+.jp-Notebook .jp-Cell .jp-InputPrompt {
+  cursor: move;
+  float: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook state related styling
+|
+| The notebook and cells each have states, here are the possibilities:
+|
+| - Notebook
+|   - Command
+|   - Edit
+| - Cell
+|   - None
+|   - Active (only one can be active)
+|   - Selected (the cells actions are applied to)
+|   - Multiselected (when multiple selected, the cursor)
+|   - No outputs
+|----------------------------------------------------------------------------*/
+
+/* Command or edit modes */
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+/* cell is active */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
+  background: var(--jp-brand-color1);
+}
+
+/* cell is dirty */
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
+  color: var(--jp-warn-color1);
+}
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {
+  color: var(--jp-warn-color1);
+  content: '•';
+}
+
+.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
+  background: var(--jp-warn-color1);
+}
+
+/* collapser is hovered */
+.jp-Notebook .jp-Cell .jp-Collapser:hover {
+  box-shadow: var(--jp-elevation-z2);
+  background: var(--jp-brand-color1);
+  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
+}
+
+/* cell is active and collapser is hovered */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/* Command mode */
+
+.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
+  background: var(--jp-notebook-multiselected-color);
+}
+
+.jp-Notebook.jp-mod-commandMode
+  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
+  background: transparent;
+}
+
+/* Edit mode */
+
+.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-cell-editor-active-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook drag and drop
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-cell.jp-mod-dropSource {
+  opacity: 0.5;
+}
+
+.jp-Notebook-cell.jp-mod-dropTarget,
+.jp-Notebook.jp-mod-commandMode
+  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
+  border-top-color: var(--jp-private-notebook-selected-color);
+  border-top-style: solid;
+  border-top-width: 2px;
+}
+
+.jp-dragImage {
+  display: block;
+  flex-direction: row;
+  width: var(--jp-private-notebook-dragImage-width);
+  height: var(--jp-private-notebook-dragImage-height);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+  overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+  flex: 1 1 auto;
+  z-index: 2;
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  line-height: var(--jp-code-line-height);
+  padding: var(--jp-code-padding);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background-color);
+  color: var(--jp-content-font-color3);
+  text-align: left;
+  margin: 4px 4px 4px 0px;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+  flex: 0 0 auto;
+  min-width: 36px;
+  color: var(--jp-cell-inprompt-font-color);
+  padding: var(--jp-code-padding);
+  padding-left: 12px;
+  font-family: var(--jp-cell-prompt-font-family);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: 1.9;
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+  z-index: -1;
+  position: absolute;
+  height: 32px;
+  width: 300px;
+  top: 8px;
+  left: 8px;
+  background: var(--jp-layout-color2);
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+  display: block;
+  min-width: var(--jp-sidebar-min-width);
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+    * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  overflow: auto;
+}
+
+.jp-NotebookTools-tool {
+  padding: 0px 12px 0 12px;
+}
+
+.jp-ActiveCellTool {
+  padding: 12px;
+  background-color: var(--jp-layout-color1);
+  border-top: none !important;
+}
+
+.jp-ActiveCellTool .jp-InputArea-prompt {
+  flex: 0 0 auto;
+  padding-left: 0px;
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor {
+  flex: 1 1 auto;
+  background: var(--jp-cell-editor-background);
+  border-color: var(--jp-cell-editor-border-color);
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
+  background: transparent;
+}
+
+.jp-MetadataEditorTool {
+  flex-direction: column;
+  padding: 12px 0px 12px 0px;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+  margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label {
+  line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+  margin-top: 4px;
+  margin-bottom: 0px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+  margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+  --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+  flex: 0 0 110px;
+}
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-Placeholder {
+  padding-left: 55px;
+}
+
+.jp-Cell-Placeholder-wrapper {
+  background: #fff;
+  border: 1px solid;
+  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
+  border-radius: 4px;
+  -webkit-border-radius: 4px;
+  margin: 10px 15px;
+}
+
+.jp-Cell-Placeholder-wrapper-inner {
+  padding: 15px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body {
+  background-repeat: repeat;
+  background-size: 50% auto;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  background: #f6f7f8;
+  background-image: -webkit-linear-gradient(
+    left,
+    #f6f7f8 0%,
+    #edeef1 20%,
+    #f6f7f8 40%,
+    #f6f7f8 100%
+  );
+  background-repeat: no-repeat;
+  background-size: 800px 104px;
+  height: 104px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  position: absolute;
+  right: 15px;
+  left: 15px;
+  top: 15px;
+}
+
+div.jp-Cell-Placeholder-h1 {
+  top: 20px;
+  height: 20px;
+  left: 15px;
+  width: 150px;
+}
+
+div.jp-Cell-Placeholder-h2 {
+  left: 15px;
+  top: 50px;
+  height: 10px;
+  width: 100px;
+}
+
+div.jp-Cell-Placeholder-content-1,
+div.jp-Cell-Placeholder-content-2,
+div.jp-Cell-Placeholder-content-3 {
+  left: 15px;
+  right: 15px;
+  height: 10px;
+}
+
+div.jp-Cell-Placeholder-content-1 {
+  top: 100px;
+}
+
+div.jp-Cell-Placeholder-content-2 {
+  top: 120px;
+}
+
+div.jp-Cell-Placeholder-content-3 {
+  top: 140px;
+}
+
+</style>
+
+    <style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+  /* Elevation
+   *
+   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+   *
+   * https://github.com/material-components/material-components-web
+   * https://material-components-web.appspot.com/elevation.html
+   */
+
+  --jp-shadow-base-lightness: 0;
+  --jp-shadow-umbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.2
+  );
+  --jp-shadow-penumbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.14
+  );
+  --jp-shadow-ambient-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.12
+  );
+  --jp-elevation-z0: none;
+  --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
+    0px 1px 1px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 3px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
+    0px 2px 2px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 5px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
+    0px 4px 5px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 10px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
+    0px 6px 10px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 18px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
+    0px 8px 10px 1px var(--jp-shadow-penumbra-color),
+    0px 3px 14px 2px var(--jp-shadow-ambient-color);
+  --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
+    0px 12px 17px 2px var(--jp-shadow-penumbra-color),
+    0px 5px 22px 4px var(--jp-shadow-ambient-color);
+  --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
+    0px 16px 24px 2px var(--jp-shadow-penumbra-color),
+    0px 6px 30px 5px var(--jp-shadow-ambient-color);
+  --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
+    0px 20px 31px 3px var(--jp-shadow-penumbra-color),
+    0px 8px 38px 7px var(--jp-shadow-ambient-color);
+  --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
+    0px 24px 38px 3px var(--jp-shadow-penumbra-color),
+    0px 9px 46px 8px var(--jp-shadow-ambient-color);
+
+  /* Borders
+   *
+   * The following variables, specify the visual styling of borders in JupyterLab.
+   */
+
+  --jp-border-width: 1px;
+  --jp-border-color0: var(--md-grey-400);
+  --jp-border-color1: var(--md-grey-400);
+  --jp-border-color2: var(--md-grey-300);
+  --jp-border-color3: var(--md-grey-200);
+  --jp-border-radius: 2px;
+
+  /* UI Fonts
+   *
+   * The UI font CSS variables are used for the typography all of the JupyterLab
+   * user interface elements that are not directly user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-ui-font-scale-factor: 1.2;
+  --jp-ui-font-size0: 0.83333em;
+  --jp-ui-font-size1: 13px; /* Base font size */
+  --jp-ui-font-size2: 1.2em;
+  --jp-ui-font-size3: 1.44em;
+
+  --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
+    Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';
+
+  /*
+   * Use these font colors against the corresponding main layout colors.
+   * In a light theme, these go from dark to light.
+   */
+
+  /* Defaults use Material Design specification */
+  --jp-ui-font-color0: rgba(0, 0, 0, 1);
+  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+  /*
+   * Use these against the brand/accent/warn/error colors.
+   * These will typically go from light to darker, in both a dark and light theme.
+   */
+
+  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+  /* Content Fonts
+   *
+   * Content font variables are used for typography of user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-content-line-height: 1.6;
+  --jp-content-font-scale-factor: 1.2;
+  --jp-content-font-size0: 0.83333em;
+  --jp-content-font-size1: 14px; /* Base font size */
+  --jp-content-font-size2: 1.2em;
+  --jp-content-font-size3: 1.44em;
+  --jp-content-font-size4: 1.728em;
+  --jp-content-font-size5: 2.0736em;
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-content-presentation-font-size1: 17px;
+
+  --jp-content-heading-line-height: 1;
+  --jp-content-heading-margin-top: 1.2em;
+  --jp-content-heading-margin-bottom: 0.8em;
+  --jp-content-heading-font-weight: 500;
+
+  /* Defaults use Material Design specification */
+  --jp-content-font-color0: rgba(0, 0, 0, 1);
+  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+
+  --jp-content-link-color: var(--md-blue-700);
+
+  --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
+    Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+    'Segoe UI Symbol';
+
+  /*
+   * Code Fonts
+   *
+   * Code font variables are used for typography of code and other monospaces content.
+   */
+
+  --jp-code-font-size: 13px;
+  --jp-code-line-height: 1.3077; /* 17px for 13px base */
+  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+  --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
+  --jp-code-font-family: var(--jp-code-font-family-default);
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-code-presentation-font-size: 16px;
+
+  /* may need to tweak cursor width if you change font size */
+  --jp-code-cursor-width0: 1.4px;
+  --jp-code-cursor-width1: 2px;
+  --jp-code-cursor-width2: 4px;
+
+  /* Layout
+   *
+   * The following are the main layout colors use in JupyterLab. In a light
+   * theme these would go from light to dark.
+   */
+
+  --jp-layout-color0: white;
+  --jp-layout-color1: white;
+  --jp-layout-color2: var(--md-grey-200);
+  --jp-layout-color3: var(--md-grey-400);
+  --jp-layout-color4: var(--md-grey-600);
+
+  /* Inverse Layout
+   *
+   * The following are the inverse layout colors use in JupyterLab. In a light
+   * theme these would go from dark to light.
+   */
+
+  --jp-inverse-layout-color0: #111111;
+  --jp-inverse-layout-color1: var(--md-grey-900);
+  --jp-inverse-layout-color2: var(--md-grey-800);
+  --jp-inverse-layout-color3: var(--md-grey-700);
+  --jp-inverse-layout-color4: var(--md-grey-600);
+
+  /* Brand/accent */
+
+  --jp-brand-color0: var(--md-blue-900);
+  --jp-brand-color1: var(--md-blue-700);
+  --jp-brand-color2: var(--md-blue-300);
+  --jp-brand-color3: var(--md-blue-100);
+  --jp-brand-color4: var(--md-blue-50);
+
+  --jp-accent-color0: var(--md-green-900);
+  --jp-accent-color1: var(--md-green-700);
+  --jp-accent-color2: var(--md-green-300);
+  --jp-accent-color3: var(--md-green-100);
+
+  /* State colors (warn, error, success, info) */
+
+  --jp-warn-color0: var(--md-orange-900);
+  --jp-warn-color1: var(--md-orange-700);
+  --jp-warn-color2: var(--md-orange-300);
+  --jp-warn-color3: var(--md-orange-100);
+
+  --jp-error-color0: var(--md-red-900);
+  --jp-error-color1: var(--md-red-700);
+  --jp-error-color2: var(--md-red-300);
+  --jp-error-color3: var(--md-red-100);
+
+  --jp-success-color0: var(--md-green-900);
+  --jp-success-color1: var(--md-green-700);
+  --jp-success-color2: var(--md-green-300);
+  --jp-success-color3: var(--md-green-100);
+
+  --jp-info-color0: var(--md-cyan-900);
+  --jp-info-color1: var(--md-cyan-700);
+  --jp-info-color2: var(--md-cyan-300);
+  --jp-info-color3: var(--md-cyan-100);
+
+  /* Cell specific styles */
+
+  --jp-cell-padding: 5px;
+
+  --jp-cell-collapser-width: 8px;
+  --jp-cell-collapser-min-height: 20px;
+  --jp-cell-collapser-not-active-hover-opacity: 0.6;
+
+  --jp-cell-editor-background: var(--md-grey-100);
+  --jp-cell-editor-border-color: var(--md-grey-300);
+  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-cell-editor-active-background: var(--jp-layout-color0);
+  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+
+  --jp-cell-prompt-width: 64px;
+  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+  --jp-cell-prompt-letter-spacing: 0px;
+  --jp-cell-prompt-opacity: 1;
+  --jp-cell-prompt-not-active-opacity: 0.5;
+  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+  /* A custom blend of MD grey and blue 600
+   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+  --jp-cell-inprompt-font-color: #307fc1;
+  /* A custom blend of MD grey and orange 600
+   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+  --jp-cell-outprompt-font-color: #bf5b3d;
+
+  /* Notebook specific styles */
+
+  --jp-notebook-padding: 10px;
+  --jp-notebook-select-background: var(--jp-layout-color1);
+  --jp-notebook-multiselected-color: var(--md-blue-50);
+
+  /* The scroll padding is calculated to fill enough space at the bottom of the
+  notebook to show one single-line cell (with appropriate padding) at the top
+  when the notebook is scrolled all the way to the bottom. We also subtract one
+  pixel so that no scrollbar appears if we have just one single-line cell in the
+  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+  */
+  --jp-notebook-scroll-padding: calc(
+    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+  );
+
+  /* Rendermime styles */
+
+  --jp-rendermime-error-background: #fdd;
+  --jp-rendermime-table-row-background: var(--md-grey-100);
+  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+  /* Dialog specific styles */
+
+  --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+  /* Console specific styles */
+
+  --jp-console-padding: 10px;
+
+  /* Toolbar specific styles */
+
+  --jp-toolbar-border-color: var(--jp-border-color1);
+  --jp-toolbar-micro-height: 8px;
+  --jp-toolbar-background: var(--jp-layout-color1);
+  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
+  --jp-toolbar-header-margin: 4px 4px 0px 4px;
+  --jp-toolbar-active-background: var(--md-grey-300);
+
+  /* Statusbar specific styles */
+
+  --jp-statusbar-height: 24px;
+
+  /* Input field styles */
+
+  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-input-active-background: var(--jp-layout-color1);
+  --jp-input-hover-background: var(--jp-layout-color1);
+  --jp-input-background: var(--md-grey-100);
+  --jp-input-border-color: var(--jp-border-color1);
+  --jp-input-active-border-color: var(--jp-brand-color1);
+  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+  /* General editor styles */
+
+  --jp-editor-selected-background: #d9d9d9;
+  --jp-editor-selected-focused-background: #d7d4f0;
+  --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+  /* Code mirror specific styles */
+
+  --jp-mirror-editor-keyword-color: #008000;
+  --jp-mirror-editor-atom-color: #88f;
+  --jp-mirror-editor-number-color: #080;
+  --jp-mirror-editor-def-color: #00f;
+  --jp-mirror-editor-variable-color: var(--md-grey-900);
+  --jp-mirror-editor-variable-2-color: #05a;
+  --jp-mirror-editor-variable-3-color: #085;
+  --jp-mirror-editor-punctuation-color: #05a;
+  --jp-mirror-editor-property-color: #05a;
+  --jp-mirror-editor-operator-color: #aa22ff;
+  --jp-mirror-editor-comment-color: #408080;
+  --jp-mirror-editor-string-color: #ba2121;
+  --jp-mirror-editor-string-2-color: #708;
+  --jp-mirror-editor-meta-color: #aa22ff;
+  --jp-mirror-editor-qualifier-color: #555;
+  --jp-mirror-editor-builtin-color: #008000;
+  --jp-mirror-editor-bracket-color: #997;
+  --jp-mirror-editor-tag-color: #170;
+  --jp-mirror-editor-attribute-color: #00c;
+  --jp-mirror-editor-header-color: blue;
+  --jp-mirror-editor-quote-color: #090;
+  --jp-mirror-editor-link-color: #00c;
+  --jp-mirror-editor-error-color: #f00;
+  --jp-mirror-editor-hr-color: #999;
+
+  /* Vega extension styles */
+
+  --jp-vega-background: white;
+
+  /* Sidebar-related styles */
+
+  --jp-sidebar-min-width: 250px;
+
+  /* Search-related styles */
+
+  --jp-search-toggle-off-opacity: 0.5;
+  --jp-search-toggle-hover-opacity: 0.8;
+  --jp-search-toggle-on-opacity: 1;
+  --jp-search-selected-match-background-color: rgb(245, 200, 0);
+  --jp-search-selected-match-color: black;
+  --jp-search-unselected-match-background-color: var(
+    --jp-inverse-layout-color0
+  );
+  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+  /* Icon colors that work well with light or dark backgrounds */
+  --jp-icon-contrast-color0: var(--md-purple-600);
+  --jp-icon-contrast-color1: var(--md-green-600);
+  --jp-icon-contrast-color2: var(--md-pink-600);
+  --jp-icon-contrast-color3: var(--md-blue-600);
+}
+</style>
+
+<style type="text/css">
+/* Force rendering true colors when outputing to pdf */
+* {
+  -webkit-print-color-adjust: exact;
+}
+
+/* Misc */
+a.anchor-link {
+  display: none;
+}
+
+.highlight  {
+  margin: 0.4em;
+}
+
+/* Input area styling */
+.jp-InputArea {
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  overflow: hidden;
+}
+
+.CodeMirror pre {
+  margin: 0;
+  padding: 0;
+}
+
+/* Using table instead of flexbox so that we can use break-inside property */
+/* CSS rules under this comment should not be required anymore after we move to the JupyterLab 4.0 CSS */
+
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  min-width: calc(
+    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
+  );
+}
+
+.jp-OutputArea-child {
+  display: table;
+  width: 100%;
+}
+
+.jp-OutputPrompt {
+  display: table-cell;
+  vertical-align: top;
+  min-width: var(--jp-cell-prompt-width);
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  display: table-row;
+}
+
+.jp-OutputArea-output {
+  display: table-cell;
+  width: 100%;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  display: table-row;
+}
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  width: 100%;
+}
+
+/* Hiding the collapser by default */
+.jp-Collapser {
+  display: none;
+}
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+
+  .jp-OutputArea-child {
+    break-inside: avoid-page;
+  }
+}
+</style>
+
+<!-- Load mathjax -->
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
+    <!-- MathJax configuration -->
+    <script type="text/x-mathjax-config">
+    init_mathjax = function() {
+        if (window.MathJax) {
+        // MathJax loaded
+            MathJax.Hub.Config({
+                TeX: {
+                    equationNumbers: {
+                    autoNumber: "AMS",
+                    useLabelIds: true
+                    }
+                },
+                tex2jax: {
+                    inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+                    displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+                    processEscapes: true,
+                    processEnvironments: true
+                },
+                displayAlign: 'center',
+                CommonHTML: {
+                    linebreaks: { 
+                    automatic: true 
+                    }
+                }
+            });
+        
+            MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
+        }
+    }
+    init_mathjax();
+    </script>
+    <!-- End of mathjax configuration --></head>
+<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
+<div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[1]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-13</span>
+<span class="c1"># 导库</span>
+<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">plt</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
+<span class="kn">import</span> <span class="nn">warnings</span>
+<span class="c1"># 忽略所有警告</span>
+<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s2">&quot;ignore&quot;</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[2]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 设置中文字体</span>
+<span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">font_manager</span> <span class="k">as</span> <span class="n">fm</span>
+<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
+<span class="n">font_path</span> <span class="o">=</span> <span class="s1">&#39;/System/Library/Fonts/STHeiti Medium.ttc&#39;</span>
+<span class="n">my_font</span> <span class="o">=</span> <span class="n">fm</span><span class="o">.</span><span class="n">FontProperties</span><span class="p">(</span><span class="n">fname</span><span class="o">=</span><span class="n">font_path</span><span class="p">)</span>
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[3]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 加载数据</span>
+<span class="n">hr</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;./data/hr.csv&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;gbk&#39;</span><span class="p">)</span>
+<span class="n">hr</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[3]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>用户编号</th>
+      <th>满意度</th>
+      <th>评分</th>
+      <th>总项目数</th>
+      <th>每月平均工作小时数（小时）</th>
+      <th>工龄（年）</th>
+      <th>工作事故</th>
+      <th>离职</th>
+      <th>5年内升职</th>
+      <th>部门</th>
+      <th>薪资</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>1</td>
+      <td>0.38</td>
+      <td>0.53</td>
+      <td>2</td>
+      <td>157</td>
+      <td>3</td>
+      <td>0</td>
+      <td>1</td>
+      <td>0</td>
+      <td>销售部</td>
+      <td>低</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>2</td>
+      <td>0.80</td>
+      <td>0.86</td>
+      <td>5</td>
+      <td>242</td>
+      <td>6</td>
+      <td>0</td>
+      <td>1</td>
+      <td>0</td>
+      <td>销售部</td>
+      <td>中</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>3</td>
+      <td>0.11</td>
+      <td>0.88</td>
+      <td>7</td>
+      <td>242</td>
+      <td>4</td>
+      <td>0</td>
+      <td>1</td>
+      <td>0</td>
+      <td>销售部</td>
+      <td>中</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E5%88%86%E6%9E%90%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%85%B3%E7%B3%BB">&#128202; &#20998;&#26512;&#21592;&#24037;&#28385;&#24847;&#24230;&#19982;&#24179;&#22343;&#27599;&#26376;&#24037;&#20316;&#26102;&#38271;&#30340;&#20851;&#31995;<a class="anchor-link" href="#%F0%9F%93%8A-%E5%88%86%E6%9E%90%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%85%B3%E7%B3%BB">&#182;</a></h1><p>本程序使用 Matplotlib 绘制散点图，展示不同薪资水平的员工在满意度与每月平均工作时长之间的关系。主要流程如下：</p>
+<ol>
+<li><p><strong>数据准备</strong>
+从员工数据集中提取前 100 条记录，作为可视化的数据样本。</p>
+</li>
+<li><p><strong>定义颜色映射</strong>
+为每种薪资水平指定唯一颜色，以便在散点图中分类显示。</p>
+</li>
+<li><p><strong>按薪资分组并绘制散点图</strong>
+遍历每个薪资分组的子集，将“每月平均工作小时数”作为 X 轴，“满意度”作为 Y 轴，绘制分类散点图。</p>
+</li>
+<li><p><strong>设置图例</strong>
+为图表添加图例，以显示各薪资水平所对应的颜色，增强可读性。</p>
+</li>
+<li><p><strong>设置坐标轴与图表标题</strong>
+添加 X 轴、Y 轴标签以及图表主标题，确保图表含义清晰明确。</p>
+</li>
+<li><p><strong>显示图表</strong>
+使用 <code>plt.show()</code> 命令将绘制好的图表展示出来。</p>
+</li>
+</ol>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[4]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 从 hr 数据集中选取前 100 条记录，用作绘图样本数据</span>
+<span class="n">data</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">100</span><span class="p">)</span>
+<span class="c1"># 为每个唯一的薪资水平指定一种颜色，并构造映射字典</span>
+<span class="c1"># zip 将 [&#39;高&#39;, &#39;中&#39;, &#39;低&#39;] 与 [&#39;b&#39;, &#39;y&#39;, &#39;r&#39;] 一一对应</span>
+<span class="n">color_map</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;薪资&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">(),</span> <span class="p">[</span><span class="s1">&#39;b&#39;</span><span class="p">,</span> <span class="s1">&#39;y&#39;</span><span class="p">,</span> <span class="s1">&#39;r&#39;</span><span class="p">]))</span>
+<span class="c1"># 遍历每一个薪资等级的数据子集，分别绘制散点图</span>
+<span class="k">for</span> <span class="n">species</span><span class="p">,</span> <span class="n">group</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;薪资&#39;</span><span class="p">):</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
+        <span class="n">group</span><span class="p">[</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">],</span>  <span class="c1"># x：横坐标为每月工作时长</span>
+        <span class="n">group</span><span class="p">[</span><span class="s1">&#39;满意度&#39;</span><span class="p">],</span>                   <span class="c1"># y：纵坐标为满意度</span>
+        <span class="n">color</span><span class="o">=</span><span class="n">color_map</span><span class="p">[</span><span class="n">species</span><span class="p">],</span>         <span class="c1"># color：根据薪资映射的颜色</span>
+        <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">,</span>                        <span class="c1"># alpha：点的透明度，值越小越透明</span>
+        <span class="n">edgecolors</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>                  <span class="c1"># edgecolors：点边缘颜色，None 表示无边</span>
+        <span class="n">label</span><span class="o">=</span><span class="n">species</span>                     <span class="c1"># label：图例中显示的分类名称</span>
+    <span class="p">)</span>
+<span class="c1"># 添加图例，显示每种薪资等级对应的颜色</span>
+<span class="c1"># frameon=True 表示图例带有边框；title 设置图例标题为“薪资”</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">frameon</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s1">&#39;薪资&#39;</span><span class="p">)</span>
+<span class="c1"># 设置横轴标签文本</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;平均每个月工作时长（小时）&#39;</span><span class="p">)</span>
+<span class="c1"># 设置纵轴标签文本</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;满意度水平&#39;</span><span class="p">)</span>
+<span class="c1"># 设置图表的主标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;满意度水平与平均每个月工作小时&#39;</span><span class="p">)</span>
+<span class="c1"># 展示最终绘图结果</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%8F%AF%E8%A7%86%E5%8C%96%E6%B5%81%E7%A8%8B%E8%AF%B4%E6%98%8E">&#128202; &#21592;&#24037;&#28385;&#24847;&#24230;&#19982;&#24179;&#22343;&#27599;&#26376;&#24037;&#20316;&#26102;&#38271;&#30340;&#21487;&#35270;&#21270;&#27969;&#31243;&#35828;&#26126;<a class="anchor-link" href="#%F0%9F%93%8A-%E5%91%98%E5%B7%A5%E6%BB%A1%E6%84%8F%E5%BA%A6%E4%B8%8E%E5%B9%B3%E5%9D%87%E6%AF%8F%E6%9C%88%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E7%9A%84%E5%8F%AF%E8%A7%86%E5%8C%96%E6%B5%81%E7%A8%8B%E8%AF%B4%E6%98%8E">&#182;</a></h1><p>本程序用于分析员工“满意度”与“每月平均工作时长”之间的关系，主要流程如下：</p>
+<ol>
+<li><p><strong>使用 Seaborn 的 <code>lmplot</code> 函数绘制散点图</strong></p>
+<ul>
+<li>横轴表示“每月平均工作小时数”，纵轴表示“满意度”。</li>
+<li>通过设置 <code>hue='薪资'</code>，将不同薪资等级的员工使用不同颜色区分。</li>
+<li>设置 <code>fit_reg=False</code>，表示不绘制线性回归拟合线，仅展示散点。</li>
+</ul>
+</li>
+<li><p><strong>设置图表的坐标轴标签</strong></p>
+<ul>
+<li>为 X 轴添加“平均每个月工作时长（小时）”标签。</li>
+<li>为 Y 轴添加“满意度水平”标签。</li>
+</ul>
+</li>
+<li><p><strong>设置图表标题</strong></p>
+<ul>
+<li>图表的主标题为“满意度水平与平均每个月工作小时”。</li>
+</ul>
+</li>
+<li><p><strong>显示图表</strong></p>
+<ul>
+<li>最后通过 <code>plt.show()</code> 将图表展示出来。</li>
+</ul>
+</li>
+</ol>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[5]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 使用 seaborn 的 lmplot 方法绘制散点图，展示“满意度”与“每月平均工作时长”的关系</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">lmplot</span><span class="p">(</span>
+    <span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span>  <span class="c1"># 第一个参数：x 轴变量，表示每月工作时长</span>
+    <span class="s1">&#39;满意度&#39;</span><span class="p">,</span>                   <span class="c1"># 第二个参数：y 轴变量，表示员工满意度</span>
+    <span class="n">data</span><span class="p">,</span>                       <span class="c1"># data：传入的数据集（前面应定义为包含这些字段的 DataFrame）</span>
+    <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;薪资&#39;</span><span class="p">,</span>                 <span class="c1"># hue：根据“薪资”列的值分类着色</span>
+    <span class="n">fit_reg</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>              <span class="c1"># fit_reg：是否绘制回归拟合线，False 表示不绘制，仅显示散点</span>
+    <span class="n">height</span><span class="o">=</span><span class="mi">4</span>                    <span class="c1"># height：图像高度（单位为英寸），控制图表整体大小</span>
+<span class="p">)</span>
+<span class="c1"># 设置 x 轴的标签文本</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;平均每个月工作时长（小时）&#39;</span><span class="p">)</span>  <span class="c1"># 表示横轴单位与含义</span>
+<span class="c1"># 设置 y 轴的标签文本</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;满意度水平&#39;</span><span class="p">)</span>  <span class="c1"># 表示纵轴的单位与含义</span>
+<span class="c1"># 设置图表的标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;满意度水平与平均每个月工作小时&#39;</span><span class="p">)</span>
+<span class="c1"># 显示图表窗口</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAUUAAAEpCAYAAAAEQjB8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABK1ElEQVR4nO3deZxN9f/A8de5+9yZYSwzI1tR+aKQSgvxVbIUFRkiRJG0WFPRYsskpUIlfMtSaGEQKf0I2Sq7pBFlHcvcWc1279zt/P645nbvbGaYOzPM+/l4eIx77rnnvM+9d97z2Y+iqqqKEEIIADRlHYAQQpQnkhSFEMKHJEUhhPAhSVEIIXxIUhRCCB+SFIUQwockxSKw2Wy4XC4A3G53mcZit9vL9Pzl3ZX+/rjdbi51lFzOd1RcHkmK+UhISOD06dPex/Pnz+fzzz8nJSWFdu3aFfra8ePHExMTU+RzLV26lLFjxxZ5/7lz5/LEE08U+LzT6SQjIyPf5K2qKhkZGTgcDr/tGRkZzJ07l7Nnz170/Jdy/Ny/rHFxcezYsYPs7OwCzzN8+HB++OGHi8aT22OPPca8efMuul9hiackhu7OmzeP+Ph4VFVlwIAB/Pzzz0V63dixY3nllVcu6ZybNm2iS5cul/Ra8S9dWQdQHm3atInPPvuMhQsXUqVKFYKCgqhUqRLBwcFUqVIFgOzsbPR6PR988AFbtmzBZDKh1+s5ffo0W7ZsYdmyZWRnZ2Oz2Xj//fdp2LAhAIcOHWL48OGEhoai0+nIzMzk3LlzHDt2DJfLhc1mIyIigs8++yzf2EJDQ6lZs2aBsR85coSuXbtiNBoxmUw4nU5UVcVgMGCz2bDZbCxevJjbb7/d+xpVVXnvvffo2rVrnuOpqorNZiMoKOiSjz969GiaN2/uTeYxMTEcOHCAuXPn5nsNGzduZO3atQBs3brV7zm32021atUYPXp0ntf9+OOP2Gw2fv75Z3r37u2NOT9ffPEFH3zwAaGhoX7b09LSeP3114mKigI8n7PT6cRsNqMoSp73JjMzE6PRiF6v927//fffmTdvHr169eLXX38lKSmJVq1aFRiLL5PJRPXq1fN97syZM4wbNw6DwYCqqjRo0ICRI0d6n/f9fopLJ0kxH1FRURw6dIivv/6a9evXk5WVhU6nY8WKFRw7doxevXqRnp7OwoUL6du3L4MGDWLHjh2sW7eO2bNn43A4GDJkCC+99BINGjTwKymZTCZUVWXZsmX8/fffHD58mAcffBC73c748eOZMGFCoVVArVbLmTNnAM8v5Ysvvshjjz3GnXfeCUDDhg2JjY0FQKPRMHfuXBISEnjttdfIzMxEr9f7/QID3l/2Xr16ebepqorD4SAzM5NGjRqxZMmSSz6+Xq/3JiiXy8WaNWuoXr06I0aMACApKYkxY8bQpEkT4uPjmThxIlOnTiUiIiLf9yC/ZPfnn38SHR3NggUL2L17N08//TQfffQRYWFh+R5Dr9fTsWNH3n77bb/t/fr184t/zZo1jB07Fr1ej9FoxOl0otFoUBQFu92Ow+Fg/vz5tGzZ0vuatWvX0qdPH8xmM7NmzcJisfiV4Ox2O2PHjqV9+/aAJ/EajUbA8/nmcDqd6HT//ooqisLx48cZN24cf/31FwcOHMBut2MwGAC8++aU4jUaqQheCkmK+cjMzOSNN97A6XQybNgwNmzYgNFopFWrVrz88su88847ACQnJzNlyhSMRiM6nQ6z2cx7772Hqqr85z//4fvvv2f16tUEBwfz2muvAZ5faIfDQUZGBhaLhXXr1vHggw+i1+v54YcfmDx5MlarFVVVURSF1q1be+PS6XQ89dRT7N69m8TERD777DMOHjyIzWbz7qMoCqtWrWLDhg3MmDHD77rmzZvHwYMHmT17tt92p9NJWFgYGzZsyPf98E3qxT3+HXfcQXZ2Nhs2bGDVqlV06NCBO+64g8mTJ3v3efjhh3G73VgsFvr370+rVq345JNPMBgM3l/snCTdsGFDPvjgA7/z7t69m1GjRvHee+9x/vx57rjjDlJTU+nevTtjx46lXbt2eUp5RfXII4/wyCOPeJPVmDFjiIyM9JbQcpJkjvT0dGJiYnjllVfYuHEj2dnZDBw4kOzsbIYOHQrkbfeMjo7G4XAwZcoUv+0DBgzgiSeeoEOHDoDnvQ8ODqZNmzYYjUYOHDhAkyZNMJvNGAwGXC4XWVlZNGnShGXLltGoUaNLuuaKTpJiLlarle7du9OpUyeCg4P5/vvvURSFhIQEateuzblz5+jZsydpaWnMmDGD9957j5kzZ7Jp0ya/v+rg+YV5/PHHvVUxwFsKmTt3Lj/99BOpqan069cP8Pyy9OnTB6vVytKlSzEYDKxcuZLQ0FB+/vlnvvzySxRFwWw2079/f2rUqEFMTAwhISF+5+3QoQOTJk3i6NGj3m3nzp1j6dKlLF68OM81Z2dnYzKZ8mx3OBxkZWWh1Wr9zlGc4//yyy+89tpr3Hbbbdx8880MHjyY8ePH079/fxYsWICiKN7zV6tWjRdffJHKlSuTlJTE7NmzWbx4MQaDgR49erBlyxbmz5/vPXZmZib/+9//+Oabb5g5cya33347AwYM4MEHH+Tpp5/mpptuYuzYsUyaNIn58+dz/fXX+8W2bt069u3b57ft7Nmzfp+Xb8ktP7k/81mzZpGVlYXVamX69Om8//777Nmzx2+fnJIdeJL91q1biY6OznPsQYMGMXHiRFq3bl1gU8CBAwe8x9u1axczZszg888/L5F20YpKkmIuQUFBLFu2jHXr1vHwww/Tv39/Tpw4wUcffcTLL7/M9OnTeeutt7ztTACpqam0bdvWrx0NPFUv31IceBKNVqtl1KhRtG7dmlmzZvHkk08CnirgV1995bd/tWrVANiwYQPt2rVDVVXatGnD7t27mTx5sl+yUlUVu91OUFAQH3/8MZGRkd7nnE4nU6ZMoU6dOtjtdnQ6nbeEk5aWxvnz57n77rsxGo1+JZ/ExEQmTZpE165dL+n4vkmlUaNGfPPNN0RERPDee++xdetWWrdu7ZeU27dvz/r1673X1apVK9599126du2Kw+HwJgCn00liYiJ///03X331FXXr1gXAaDR6q6ItW7bkhx9+4Oeff86TEN1uN+3bt8+3+nyp0tLSWLduHR07diQoKIilS5cSGRnJnj17WLhwIStWrMDtdlO3bl0+//xzADZv3oxWq/U2f/hq27Yts2fPZsGCBTz77LMAHD16lE6dOmGz2WjatCnJycl88MEHTJ061fs6RVEuuWQsJCnmKzQ0lPvvv599+/YxfPhwqlWrRlpaGsOHDychIYEePXrQoEED3n33Xe9r/vnnnzxfxNOnT+epwmRkZBAcHIzD4SAyMpIOHTqQkJCA2+1m1KhRfm1EvsfZuHEjr732GitXrkSv1zNo0CBGjRrFZ5995k3Op0+fpl27dmi1Wm/V0+l04na7iYmJwe1243A4cDqdrF69mgYNGgBw44035ikx2e129Ho9vXv3Jjw8/LKO7+uaa64BPB0dmzZtYseOHdhsNkwmEz/88APvv/++t63Otx2uW7duZGRkkJ6ezv3338+wYcN4+OGH+eijjwr9LM1mMw888ECe7enp6fz444/s2LHDb3tCQoJfSbE4KlWqxDfffMP06dMB/P5o9O/f31t9zumdd7lcTJs2jYEDBxbY/jdo0CDGjh1L3759Aahfvz7ffvstv/32G4sXLyYyMpJ9+/Zx4MCBS4pZ5CVJMR9xcXGMGDGC8ePH07p1a5o0acL27dvp2bMne/bsoWXLlqxatcq7v91u59ChQ1gsFu82VVWJj4/PM+zkzJkzhIeHs3jxYubOnUtQUBA1a9ZEVVWOHDnCiRMnePXVV737Z2RkMHz4cIYOHepXKnz88cdZt24dvXv3Jjo6mptvvpmaNWvy22+/YTab0ev1KIri1xGSE2tWVpb3WP369WPv3r2YTCa0Wi1utxur1YrD4eDnn38mJSXFmxQv5fg59uzZwz///MN///tfYmJi2LJlC3fccQcjR470lhS7dOlCly5dWLhwIcnJyYwYMYIhQ4bQr18/7rnnHr777js2bdrEtGnTLvszPnnyJE888YRf723O+3E5qlatetF9tFotqqqSmJjInXfeSffu3Qvc97777mP48OEFJk1FUXj55ZcvWs0XRSdJMR8//PCDX1V4y5YtdOzYka+//pqUlBSCg4O9z506dYoBAwbw0EMPERISwp49ezhy5AiTJk0CPG2HycnJ3l+WP/74g+uuu44BAwbQsmVLRo4cyYwZMzhw4ADvvPMOw4YN8x47KSmJxx9/nJYtW9KnTx+/GDUaDR9//DHPP/88Tz/9NCtXriQyMrLA3tYcBoPBryQ6Z84cjEZjnl8qq9WKoiicOXPG2wus0WiKdfz4+HiefvppTp06Rdu2bbn//vuxWq1ERESwatUqIiMjcbvdedo009PTCQ4ORlEURo4cyS+//MI999zjLb3mlCwvlcPhYOvWrYwbN67Q/Yrai+tyuVAUpdD95s2bx1dffYXb7SY1NZXNmzcTGRnJ66+/7rdf7rZAjUbjLSWmp6dz7NgxunTpQlZWFjfffDOAd+zsrl27Co1TFI0kxVxUVSUmJoYJEybgdDpxuVy0a9eOzp07s3XrVsaPH8/+/fs5efIk4Ekq4eHhOBwOatWqRevWrQkNDeXYsWNMnTqVFi1aMGjQIL766isMBgNr165l0KBBADRo0IA+ffrw8MMP43A4WLBggV8Jq1q1asydO5drr70WgOPHj3P8+HFvNT0kJIT58+dz4sQJv6qaL5fLVegsnJyqty+73c53333Hrl27CA8PLzQRFnb8yMhIunbtSteuXf1KUPfddx92u50tW7Zw8OBB73CXHDnDn3xL4zExMaSkpHg/k5wRALnlVOcLM2fOnDw9+3a7nd27d3PmzBnvH4itW7fy9NNPo9frvW2kdrsdRVFYtGiRt7nA4XDw+eefe9sFc9cOXC4XTz75pPcPXk5y9+V2uxkxYgRbt27lxRdfLPDa6tWr560+f/rpp37PW63WQq9bFI0kxVxyGrBvu+02fvnlF7RaLT169ADgvffeY9euXcyePZt77rkHm83GsWPHGDVqFMuXL2f69Ol8++23WK1WEhIS6N+/P0899RRNmjTBYDDw559/EhcXR8uWLRk3bhz79+8nPT2dAQMGcO7cOQYMGEDVqlWpWrUq77//PpGRkd6ECPDll1+yZcsWv4HLGo2GevXqFXg9GRkZpKWlFes9MBgM/P777yiKwocffljovhc7/lNPPVXgOebOnYvFYslThR0yZAhDhgzx2zZ37ly+/vpr+vbt6+2Yyk9mZiYZGRkFPh8fH8+PP/7Im2++6ZeIDQYDs2bNonLlyjRr1gyAO++8k61bt2IymdDpdGi1WjQaDaqqoqoqLpcLp9OJzWajcuXK3mOdP38+T0y+w5pytxmD53Ps3r07jz32GHfddVe+sRsMBrp16wZAixYtuPXWW73PjR49mtWrV19ye6j4lyK3Iyie7Oxs4uLiqF+/fp6OlZw50lqtFqPRmG8P4LFjx6hXrx7bt28nJCSEJk2aePfLzs7m8OHDnD59mk6dOpXK9Vwpdu3aRVpaGm3atMkzDKa43G53qQ5sTkpKwu12e9tmA+HcuXNkZGRwww03BOwcFYUkRSGE8CHzgIQQwockRSGE8HFFJMUjR45w/Pjxsg4DQOLIR3mJReLIqzzFcqW4InqfnU4nTqezrMMAys+wh/ISB5SfWCSOvMpTLFeKK6KkKIQQpUWSohBC+JCkKIQQPiQpCiGED0mKQgjhQ5KiEEL4uCKG5AghSs+mQxbmbD7KqZQs6lQx80yb+rRtmP9NxK5GUlIUQnhtOmRh3KqDWNJthAXpsaTbGLfqIJsOWS7+4quEJEUhhNeczUfRaxXMBp3nJmkGHXqtwpzNRy/+4quEJEUhhNeplCyC9P6rsAfptcSlZJVRRKVPkqIQwqtOFTNWh8tvm9XhonaVvCu0X60kKQpRwoLPbocFXWB6E8/Pw+vKOiR/h9cVGN8zberjcKlk2Z2oquenw6XyTJv6ZRhw6ZKkKERJOryOGrunQXo8mKp4fv4wuvwkxsPrPPEUEF/bhhFMevgmIkJNnLc6iAg1MenhmypU77MMyRGiJG2fgVujB8OF6qbBDHbPdhq0L9PQ4EIcGkOh8bVtGFGhkmBukhSFKEmpJ1C1Qf7b9EFYE47x1Nxfy2Tsn++4w+X2wwSFVif0wnPpNicJ6W5MyX/x4txfK9yYxPxI9VmIkhR2LYrL5rcpMzODP61VymTs3864TL9xh6eJIOl8Kuk2J+k2J6fPW9G4rCRoa1TIMYn5kaQoRElqORyN2wH2LFBVsGeRkZXJUkO3Mhn7t+zgeb9xhyuDojDg5HzaeRLSbZhUG0bFxXJT9wo5JjE/khSFKEkN2nPuttEQGgm2VAiN5B3NIP4w3+G3W2mN/YvPcPqNO9xjvJ3Zwc8Sr1bG5ErjvLYas83Pssd4e6nGVZ5Jm6IQJSzzmpZw30Dv4zNzf8WabsNs+PfXrbTG/kWG6Mh0uPzOvU1pzpEadwNgKaO4yjMpKQoRYGU59i/qpsoFnruguO6uX5Xec3/lnqkb6D331wrXxihJUYgAK8uxfy1qBxd47vziirq1Fsv2nK7QC0JI9VmIUlCWY/8KO3fu53rP/dXbMQNgNujIsjuZs/lohRmqIyVFIYSXLAghSVEI4UMWhJDqsxClKmd2Sc2ELTyprOZ6fRJB4fWg5fByMQ3wmTb1GbfqIFl2z1Aeq8MlC0IIIQIjZ1Xra5O3Mdr1KSGORE5kGchMOlNuFo2QBSGkpChEqclZ1bq3fSUOdDg0JhRVJd6moX4lbblZNEIWhBCiBFT0mx0VxamULMKC9ERmxpNOCAAaRcHudIM+BFJPXvQYJf0+53c8oEJ/llJ9Fpct96IDFXFsW1HkdGLEayIxkg2AW1Ux6DTgsEJY3UJfX9I3lcrveKOX7eelZfsr9GcpSVFcttyLDsjCAvnLmUHypa4repzo3VZUVSXS5Aa33dPZUoiSvqlUfsfLyPasnlORP0tJiuKy5V50ACre2LaiyOnEOFG1FdO0g8jQV+das53gajXhgWkXbU8s6TGE+R3P5VZxut0ldo4rkbQpisuW36IDFW1sW1H924lxF/BSsV5bp4q5RBdwyO94Wo0CquK3X0X7LKWkKC5bYYsOiJJTlIUlNh2y+C3msDMus1jHCzHqCDXpKvRnKUlRXLbCFh0QJediYwjz6ziZ9VtSgZ0k+R1vWlQz3o1qVqE/S6k+X6GCz26H316C1BMQdm2Zz4io6GPbSkth77Nvxwl4FnOw27MLXcyhoONV5M9SSopXovJ+G01RJvLrODFqlQrVSVISApIUHQ4HEyZMoHv37jz22GPs3bvX7/np06fTtWtXunfvzjfffBOIEK5uvrfRVBTPT43BMyNCVFj5LeaQ7VIrVCdJSQhIUly9ejWKohATE8PMmTOZMGECDocDgKysLH766Se+/vprlixZwsKFC8nIyAhEGFev1BOoWpP/Nn1QkWZEiKtX/h0xMOaGU7CgC0xv4vkpNYpCBSQpbtu2jZ49ewIQGRlJ48aNiY2NBcBsNnPPPfdw991306pVKzQaDcHBwYEI4+qVz200izIjQlzd8us4mXzj3zQ7MFmaWoohIB0tqampVKtWzfs4PDycpKQkAPbv38/vv//O5s2bURSF1atX43A4MBgMgQjl6tRyOJpvh3luo6kP8iTEIsyIEFe/3B0nmbNe9TStGC5UoQ1msFNuFp8ojwKSFMPCwkhJSSEiwvPhJCQkeJPkjh076N69OyEhngnxBoOB5cuX06tXrwKPl52djaqq3tJmadoZl8myg+eJz3ASGaLj4QZmoPTj8FcbfZPhXHP0G/TpZ3AE1yTppj5kumpDGbxHNputTD4biePi6mecxmqoDDafmoWqoE34m39KMMZGjRqV2LHKWkCSYqtWrVixYgVjxozBYrEQGxvrfdMaNmzIqlWr6NatG263m02bNtGhQ4dCj2c0GoHSf+M3HbLw6d5z6LVawisZyHS4+HRPGjfUv77MhyzEAsGdhgBgAMqyAcL38y1LEkdemRtrEexKB0PQvxvtWRB2Q7mJsbwJSFJ86KGHmDx5MlFRUeh0OiZMmMCaNWtwOp1ERUWxb98+unfvjsvl4q677uLBBx8MRBiX7VLGfQlRniQ17EPwgZmeKrNPU8v+uv15e+6vFXZ5sMIEJCnq9XomTpzot+2WW27x/n/o0KEMHTo0EKcuUTnr3/mScV/iSpJ5TUuoXdfThph6EsLqsr9uf4buqo5e67882CQq9qDtHDKjpRD5TZjPdqnUribjvsQVpEF7v06Vt+f+il5rq9C3MS2MzGgpREHjvirS5Hhx9ZHbmBZOkmIh8hv39dyd1eSvqbiiyW1MCyfV54vIPe6rvAy1EFeQw+sutOmVzeIdue/Dcnf9qizbc7pC38a0MFJSFCKQDq/zzCApoxkl+d0/Z9me00TdWqtCLw9WGCkpChFI22eU6YwSz/1ztHk6VX45msyXg+8K+PmvRFJSFCKQUk94xgf6KsXFO+T+OcUnSVGIQAq71jNg2lcpLt4RGaKTTpVikqQoRCC1HO5ZrMOeBarq+VmKi3fI/XOKT9oUhQikBu2BaX4zSkqz97lF7WDq1qnLnM1HiUvJonZBU/rKuIe8PJGkKESg5ZpRUtouev+cnB5yjcG/h5yL34v6aiTVZyEqOt8ecrm9hSRFISq8Mu4hL28kKQpR0ZVxD3l5I22KQgRY7ml25W7twpbDPW2IudZcrKi3t5CSohABtOmQJc80u3GrDrLpkKWsQ/tXg/bwwDQIjQRbqufnAxWzkwWkpChEQOW3enu5XLuwjHvIyxMpKQoRQLJ24ZVHkqIQASRrF155JCkKEUD5r94u0+zKM0mKQgRQfqu3y9qF5Zt0tAgRYBedZifKFSkpCiGED0mKQgjhQ5KiEEL4kKQohBA+JCkKIYQPSYpCCOFDkqIQQviQpCiEED4kKQohhA9JikII4UOSohBC+JCkKIQQPiQpCiGED0mKQgjhQ5KiEEL4kKQohBA+JCkKIYQPSYpCCOFDkqIQQviQpCiEED4kKQohhA9JikII4SMgtzh1OBxER0dz4MABdDodY8aMoXnz5nn2W7x4MRqNht69ewciDCGEKLaAJMXVq1ejKAoxMTHEx8czePBgli1bhl6v9+4TGxvLwoULiYmJCUQIQghxSQJSfd62bRs9e/YEIDIyksaNGxMbG+t9PjMzkxEjRjBu3DhCQ0MDEYIQQlySgCTF1NRUqlWr5n0cHh5OUlKS9/GUKVOwWCxMnz6dDz74IBAhCCHEJQlI9TksLIyUlBQiIiIASEhI8CbJrKwstm/fzvr16wkLC+PVV19l/fr13H///QUeLzs7G1VV/UqbZcVms0kcuZSXWCSOvEorlkaNGgX8HKUlIEmxVatWrFixgjFjxmCxWIiNjfW+aVqtltDQUEJCQtBqtVSqVIns7OxCj2c0GoHy8cb7XovE4VFeYpE48ipPsVwpil193rx580X3eeihh7BarURFRTFs2DAmTJjAmjVrWLZsGUajkWeffZbevXsTFRWFy+XigQceuKTghRCipBVYUrTb7SxatIinnnqKs2fPcs011wAwbtw4Nm3aVOhB9Xo9EydO9Nt2yy23eP/fqVMnOnXqdOlRCyFEgBRYUtRoNKxcuZKTJ0/Su3dvoqOjSUpKokqVKqUZnxBClKoCS4o6nQ6j0UjdunXZsGEDy5cv59SpUxgMhtKMTwhRQjYdsjBn81FOpWRRp4qZZ9rUp23DiLIOKw+3243b7UanC0iXx0UV2qaYnJzM7NmzmTt3LomJifzyyy9YLBZmz57N7NmzZTiNEFeITYcsjFt1EEu6jbAgPZZ0G+NWHWTTIUuZxuV0OnE4HABERUWhqirHjh3j2WefBTzNeC6XiwMHDng7ZL///nvGjRvnPYbL5cLtdpdYTIWmYr1eT40aNVBVFUVRUFUVnU5HZGQkqqqSlZVVYoEIIQJnzuaj6LUKZoPnV95s0JFldzJn89EyLS0eOHCAd955B7PZzIkTJxgyZAjZ2dn8/fffPPnkk1itVqZMmcLGjRuZMGECH330EZ988gmKonDfffdRq1Yt/vjjD7Zt24bZbC6RmApNiqGhoXTt2pUzZ87w7bffEhUVxZIlS+jWrVuJnFwIUTpOpWQRFqT32xak1xKXUrYFm+bNm7Nw4UL+/vtvfvnlF/r164fb7WbPnj2YzWZOnjxJvXr1GDZsGHfccQd79+7l7bff5vPPPyctLY2RI0dy7NixEkuIUEhSdDgc2Gw2bDYbL7zwAp07d0ar1WKz2Urs5EKI0lGnihlLus1bUgSwOlzUrlJyyeRS9ezZE43G05L3+eef06dPH1avXs0tt9xCw4YNOXHiBG+++Sa1atWiQ4cOzJs3j44dO9K0aVPGjBlDeHg4N954I/Xr1y+ReApMiqqq0qtXL0wmE8uXL/duT01NLZETCyFKzzNt6jNu1UGy7E6C9FqsDhcOl8ozbUomkVyqlJQUBgwYwObNmwkPD6d+/fqcOXOGgQMH0qRJE1wuF6GhoYwdO9bbj6HVavniiy9QVRWA3r17U6dOnRKLqcCkaDAY6NOnT57t77//fomdXAhROto2jGASnrbFuJQsapeT3uesrCwyMzOJiIjwTudNTU1l7969LFq0iBYtWvDII4/QsGFDDh8+zLfffsvatWupXr06t99+O126dOHWW28t0ZiK3efdokULjh8/znXXXVeigQghAqttw4gyT4K51apVi59++olDhw4RGRnJkSNHuO6663jiiSdYuHAh/fv3p0aNGgDeHualS5cyatSogMV00Wl++/btY86cOd7HGRkZ9OvXj127dgUsKCFExTFixAgiIiK47bbbaNy4MUlJSfkWut5++22WLFlCjRo1OHz4MI899hjt2rW76NoJxXXRpFirVi22bNnCzp07cTgcjBo1irZt23L77beXaCBCiIonKyuLL7/8kn79+tGoUSOaN29OtWrVMBgM2Gw2b8L78MMPmTZtGlqtlkmTJtGtWzc+/fRTnE4nc+fOLdGYFDWntbIQVquVgQMHAtCxY0f69+9fokFcTM7SR+VhtY/ysupIeYkDyk8sEkde5SmW4nI4HOh0OhRFKdXzFtqmGB0djclkYuvWrVgsFjp37kx6ejofffQRiqJw77330rhx49KKVQhRgfjevqQ0FZgUXS4X1157LWazmapVq3oXgsgpWJ4+fZoZM2b4tTcKIcSVrsCkqNVq6du3LwCPPvoobrebu+++mz59+lC7dm2Sk5M5fPhwqQUqhBCloUiLzBoMBpYuXUqLFi0YNWoUq1atomrVqtx1112Bjk8IIUpVkZKi3W7H4XBw3333MX/+fL788kt+//33QMcmhBDFFh0dzT///ON9fO7cOdauXcv27duL9PoiDd7++OOPMZlMAAQHBzNt2jQiIyMvIVwhhAgci8XCH3/8QWhoKD179qRRo0bs3LmTXr16Ubt27SIdo0glxcjISM6dO+d9XKtWLXQ6nV82FkKIotp0yELvub9yz9QN9J77a4mt6zh37lzuuOMOdDodVapUYeLEiTRr1ox7772Xm2++uUjHKDQp2u12evXqhcvlYtiwYd5t4BlD9Pjjj1/mJQghKppALXi7a9cuNmzY4H28d+9eevfuzZYtWxg2bBg9evQo0ky8QqvPBoMBvV7PkiVLSE9PZ+XKlaxdu5Z27drRunVrGjRocFkXIYSoeAK14G1SUhIDBw7EYvEk1+bNmzNnzhzmzZtH48aNuf3224s0EPyi1We9Xo/ZbEaj0bBnzx7cbjfHjx/npZdeonPnzpd8AUKIiulUShZBeq3ftpJY8LZjx47Uq1fP+9jtdrNw4UKuv/56Dh8+jE6nQ6vVFnIEj0KT4uzZs9FoNPTo0YPq1atTr149NBoNL7zwAkeOHKFFixaXdRFCiIqnThUzVofLb1tJL3h7+vRptm/fjtVq5bbbbmPr1q0UYUYzcJGkWKNGDTQaDa+//jrHjh1j+/btOJ1Onn32Wfr168eKFStK5AKEEBXHM23q43CpZNmdnns92Z0ltuBtzk2wfv/9dz755BOGDBlCSEgIERERTJ48mVmzZl30GIUmxa5duwIwePBgIiMjiY6Oxmaz8dZbbzF48GC/Rk0hhCiKtg0jmPTwTUSEmjhvdRARamLSwzeVyFqPGRkZgKfTZf78+Tz99NP06dOHJk2a8OOPP/pVrwtSaEeLqqqcPXuWX3/9lYYNG7J9+3Y6d+5MZmYmNWvW5Pnnn7/sixBCVDyBWvC2c+fOdO7c2XsHUsD7/27duhXpvvWFlhSdTicdO3bEarVy0003kZ6ejsViYerUqdx7770cOXKkZK5ECCFKkG8vc87/i5IQoQj3fX7hhRfyfS4lJYUTJ04UNUYhhLgiFGlGS363NTUajbKWohDiqnPRNsWvvvqKxMREhg4d6vfcSy+9RN++fbn77rsDGuDl2HTIwpzNRzmVkkWdS7x7We5jPFBPxxW6kLEQFYrL5SrSuMTcCk2KiqLw/fff07p1a4YNG8bZs2cBqFmzJg8++CBhYWGXFGxpyJlKpNcqflOJJkGRE2N+x5j1WzZ161jK3V3RhBD+Zs+ejdFoZNCgQcV63UWrz6mpqWzYsIHMzEyefPJJ+vXrh81mo06dOnlKj+WJ71QiRfH81GsV5mw+epnHoFjHEEKUnpx7R4OniS84OBjw1HrzawbMT6ElxTVr1lCrVi2aN2/uN5E6NTWVn376iYiICOx2e5F7dQIpdzX3iCWdGpVMfvvkN5Vo0yELU9ce4mhiJgD1qpkZ80Aj2jaM4FRKFmFBnvtEnDtvJSnTjluFuLQkZq4/zLD7izb3e0vcFhYcXMDpjNPUCqnFgJsG0Lp260u6NgVIzMgm2+kmxHiSQffUK3IcQpQbh9fB9hmQegLCroWWw6FB+8s+7Pjx49mzZw+hoaEkJyejKArLli0jKyuLiIgIFi5ceNFjFFpSPH36NDqdDqPR6LfdaDRy2223YTQacblcBby69OS36ka6zUlSpv/9YHNPJdp0yMJLy/ZzxJKBqqqoqsrfCZmMXrafTYcs3ulI585bScjwJEQAVYUZG/5m5vqL345hS9wW3vrtLRKsCVQyVCLBmsBbv73Flrgtxb42u8PFqRQrVocbRfVcT1HjEKLcOLwOfhgN6fFgquL5+cNoz/bLpNVqefPNN4mJiaFv3748/fTTxMTEMGPGjCLfFbDQpDh48GDOnDnD//3f/3mLpIqiYDab+fHHHzl48GC5KCXmV82tYtaTnOnIM5Xo7vpVveu4DftqL6lZdkDF6VZxuFRcbpXzWXbmbD7qnY6UlOlZLi3nLTVoNWgU+HTrsYvGtuDgAvRaPUG6IBRFIUgXhF6rZ8HBBcW+tsRMuzcGN6DTFD0OIcqN7TNAYwCDGRTF81Nj8GwvBy668nblypVp1aoV27dvZ86cOaiqSvXq1enRowcvv/zyJfXulDTfam6O6iFGnC43EaEm4lKyqF3FzN31q7Jsz2lvx8nZ81Zc7rzHc7jhSHyaZzoSMGDBTsDz+ekU0GoU3KpKpv3ipeTTGaepZKjkt82kNXE643Sxr82t/puYc6a2axSKFIcQ5UbqCU8J0Zc+CFJPXvah3W4348aNIzg4mKSkJDQaDUuXLsVut1O1atUiHaPQpOh2u6lSpQpOp5N58+b5PTd58mQsFgszZ8689CsoIXWqmLGk27zrs4GnanljZCW+HPzvzbV6z/3Vbx03k07rTSiKT7ZRAbvLk3baNoygkkmH1eFCp9HgdnuyqFuFYMPF/yDUCqlFgjWBIF2Qd5vNZaNWSK1iX5tG8VTd4d/kWNQ4hCg3wq71VJkNPqviOKwQVveyD920aVMGDRrE9ddfz2effYbZbKZ3794kJiaybl3RqucXHZIzaNAgVFXl1KlT1KlTx/vc66+/TnJy8uVdQQl5pk19xq06SJbdSZBei9XhynfVjdwlyvBQI5lJWfxXs49ntN9RR0nglBrO/1xdOKC7w7vfoHvqMWPD3zjdbhRVxel241Y92wuS0zlyNLM5jrAYqppdVDUHY3PZcLgcDLhpgGfHQhqcNx2ykJpl53hSFnqtQqhBy/lsTxLXQJHiEKLcaTnc04Zox1NCdFjBbfdsv0y9e/f2/t/lcnmb/apXr+73XGEumhSnTJnCa6+9xq+//kp0dLRfx4rVamX+/Pno9fpCjhJ4OdXcOZuPeqvK+Q3Uzl2iDDXpaafbzzjNAuzoSCGYCM153tQuZFGlSoAnOeX07n669RgZ2U5CDNpCe319xzeG65uRmq6Q5PgJhzuFG6rW/bf3OafBWWPwb3BmGpvczbzHqB1mIj4tmwyHi+rBejLtLrKdboL0hcchRLnUoD0w7UJh4KSnhFhCvc++clbMKa5Ck+KXX35Jeno6Bw8e5MSJE5w9e5bp06ezdOlSOnTowI4dOzh//jzVq1e/pJOXpKKsupFfiXKIfg0uVY9bYyJIUXCpWpyqjWd03wH/jsMcdn8Dht3fgNjYWBpdZEpL7uXWq9AMY/pNRGDis94+98r2bXAGz0+7Z/sc++t+x6gUZCDL7iQi1MSXg+8qUhxClFsN2pd4Esxt1KhRl/S6QpNieHg4QUFBhISEkJaWhsPhYN26dZw4cYIff/yRV1555ZJOWlbyK1He7E7FqQ8jIdOO3enGoNNQLTiMUPvZAo+TUzU+HJ+Gw6Vi0Gm4MSLUWzrNr+Mn3+XWC2lwPpVdxGMIIUpUgUkxp0MBPGN/Tp8+jc1mw+12c/311zNgwIDSiK/E5SlRLqgH6fGEVg/+d5s9C0Lzb/TdGZfJp3vPYXe6SLM5AbDaXRxPyvBOIyyo4yfPcuuFNDjXsRfxGEKIElXgOEWXy4XFYsFms5GZmUm7du2IiIigadOmaLVaNm7cWJpxFkux7inbcrinkdee5enatWcV2ui77OB59FqFdJsTDYpnrKBGIc3q9E4j9F1uPc1q50h8OseTMknJzPaLZX/d/pxNSePvMwn8ceY8J+ITsdqs0HJ4QJdsF0IUrMCkqNfr6dWrF5GRkVx//fXo9XrCw8NZvHgxhw8fZt26dUXuzSlNxb6nbIP28MA0CI0EW6rn5wPTCmzviM/wtEfaXW7vMB5FAbvL7a3e5iy3btBqiEu1gQK1w4JwuFVvLJsOWRi0PYxXs/uToFamMhmccVbiZWs/NrmbBXTJdiEqgoyMDJKSkor9ukLbFI8ePcrNN99MgwYNOHfuHB9++CG7du2iZs2a1KxZs8DXORwOoqOjOXDgADqdjjFjxtC8efM8+yUnJzNr1ixef/31YgdekEu6p2wxGn0jQ3RkOlwYtBqcLhXlwthBg1bjV71t2zCCOZuPcl01s18VOCcWgHSbk+1Kc35VbwUV3G4VRYXEC7EGasl2Ia5G2dnZ7N+/H6PRiEajYfXq1Zw8eZLnn38eVVWx2+00aNCASpUqFXqcQpPiL7/8wqOPPsrhw4dZtWoV999/P8eOHePTTz/l1KlTPPLIIwwePDjP61avXo2iKMTExBAfH8/gwYNZtmyZ39Adu93O0KFDCQkJucS3IH+H49OwOdzYXW4MWg3VQ4yAyp6TKdwzdUO+6yrmXkxizA2naHZyYb5jB6Nuqsyne9MJNek8C0S4PaO9KwXrSbM60GsU7pm6gRCDlr8TMnH7TI806TRUDzEQl5KFimecoU77b2FdUcDlVvNdtCL3upCRJfquCXHls1qtbNy4EYPBgF6vp3LlyjRr1oxt27ahqipOp5MaNWpcXlLs168fAFWrVmXChAkA9OjRgx49epCWlkZ6enq+r9u2bZt3DbPIyEgaN25MbGwsTZs29e4zbtw4Wrduzd69e4t80Rez6ZCFjGwXblVFqyg4Xap3ZRm9VpPvuoq510y8Nnkb1bfMITMkhOBg/7GDNGhPi9rB1K1Tlzmbj+J0pWG/0PscFmQgISMbh1tFq8DfCZk4c1aQAFBVsp1uTqfauCE8mCrBRhLTs1HVf2fTqKpnCmHuRSvyWxdyUPNQWexWCB9hYWG88sorTJ48mT/++IPg4GDvkmFms5lPP/20SMe56NxnAJPJhMnkvwxXpUqVCsy4qampVKtWzfs4PDzcr24/Z84c6tSpQ5cuXUo0Kc7ZfJSqwXqSMhyogKIB1eVZPKFOZROKouByq1jSbDyzaDe31q1CSma2X3W7t3MlDnTE2zTUD1H8xg7mrmKbDDpuvFBym7P5KHaXG7NBx9GEDLSKggvVE8eF/V0XkrWiKDzTpj4vLdtPSpYDVfEkT7cKYUa9X2dKQc0Byw6e54nADvMSImAudzm9woSEhHDLLbdQrVo1FEUhOzu7WPeTKlJSLK6wsDBSUlKIiPBUURMSErxJcufOnXz55ZdERESwbt06Tp8+zbx583jqqacKPF7OwpGxsbGFnveo5TyhBgXFrCHF6pnqp+LpTdLjJCnNjiXT6d0/Luk8Z9KcRARr0Lg9b0WE6xxpBON2uLDmLEqpKmgT/uaf2Fi2HUvl0z0n0WvBpFWISzrPmGV7sTrchAdrsdkcZDtdaPh30QYu/F9RITxYQ3KGlUg1iaF3VmH+nmTizjtAUahdScdTt1UhUk0iNjbJ75psNof3WIqqci7LfdH3o7TYbLZyEYvEkVdpxVKciQQ5y+nptXq/5fRe5dXLTowfffQR+/fvR6/Xc+yYZ/WonPbEV155halTp170GAFJiq1atWLFihWMGTMGi8XiN/uiRYsWbNq0CYC4uDjefPPNQhMi4F3P8WJvfP2I81jSbVQL0lHtQiH2iCUdVDCZgjiTnoFWowEVdFqFsJBgEjLTScmG6pU9CzZYsmtQ2ZWEW28mKKd0bM+CsBto1KgRr/z4E8FBRm/JLQhP50mWMxtVayDIoMOoc13ohHF7zq3X4lZVdBoFc5CJiFATjRo1olEjLlray7mmoFydNTVCXeVmRkt5mV0jceRVnmLJ4bucHuD9ueDggstOihaLheHDh2Oz2bzrJ1qtVpo2bcqQIUOKdIwi3c2vuB566CGsVitRUVEMGzaMCRMmsGbNGpYtWxaI03nljO1LSLdxNCGD2LNpOF1ujHoNWXYn2U4XLrenE8bqcHE0IQOjToPN4Sb2bBpHEzKYrz6ETnWidVk5dDaNOEuSd+wg/DskByDd5uBoQgYnkjKx2l2kWT3rN1YPMeB0u1EvrLhjdbhwutxUCtLlWdOxsHGUmw5ZSMnM5nhSJkfi00mz2r3jFaNuqhzQ91KIQDmdcRqT1r85rjjL6RXFlClTOHr0KEePHuXtt98u1msDUlLU6/VMnDjRb9stt9ySZ7/atWszZ86cEjtv24YRRMWl8vGmf3C63Ri1GiqbDZ6peFoNCgpOt4pWAzqthmynm0y3pwRn0CrYnC7WuG4mW/ckg5U1XKOxcJYIpju60sXdjLb8OyTH5VY5k2pDUUCjKGg0CiqeoTnnrQ7P2pkaxdvZogJhQQYeuLmG35qOBd1Qy7eDpXZYEPHp2cSl2mgQEcIbnRsSqRZ//JUQ5cHlLqdXFG63m3Xr1qEoirdDuKgrbwckKZalX44mU7tKUJ6xgWFmA9eHB/N3QiZaRQHVM/wFQKvA9RGhAByJT2ej+xbiwlr7vf70hbGDOUNyLGk2PIsvepJhZKjJUyU3GwgzG/JM0cuJ4ZejyUUaR5m7gyVnQYgws4G2DSO8bY5CXGkG3DSAt357C/CUEPMsp3cZsrI8w9lWr17t3ZaZmUmPHj1o2bJlkY5x1SXF/BZjcLrc7DmZgvNCqRBV5cIasug0nt5p775ud56/KEF6LUfi0+g991eOWs5TJdiE0+0ZuK3XKlQPMVEpSI+qqt4xiAUt5lDYc/DvmMQdx5MvjGs0UunC/jnXcc/UDVQ1qoxSqsngbnHFaV27Na/yakB6n6dNm5ZnW3BwMCtXrizyrVOuuqSYezGGNKuD06k2dBoFo1bBcaF0WLNyEIkZ2d5B3jl0Gs2/Y2guSMzIJj3bhSXdRqjBcwytRqGKWU946L9tI74zWgpbzKGg53yrzEatgt3l5sx5q3e/nOsIC9KTkplV7PtYC1FetK7dusSG4BRFce4lFZCOlrKUeyGF+HTPsJoalU1EVDLRRtnH59o3WZz5NAu1b3IP+6gUpPMuuhBq0mHQKByJTyf27HmOxKeTlGmnarDe78ZYVYP1pGTlvTHWM23qF7qYQ2HP+VaZIyqZUC5k58SMbL/ryJkdU9z7WAshLu6qS4q5F1JQVagVZiLUpOe/yn4m6RcQrpwnRQ2mhuY800MW8UhwrHfRhX53XYtBrwXlQsPshal3vqVJgGrBRkJNunwXbChsMYfCnjuVkuXt2Q416akZZkKvUbA53X7XkUPWVxSi5F111WfwXzOx99xfsVwoZT1qi8Gl6HFpjQRrNdSuHgb2LMaE/siYYUO9+1cO0nNN5X97xo5Y0olPy6ZS0L9FcKvDxY0RoX43xioohqI+l9/tErQahYgLVfSc6/CNQdZXFKJkXXUlxdx8q6uR7nisqgEVCA/xDAjPfWtF39JajshQIw63O+BrGxan2m1zumV9RSEC4KpPir7V1dOEE6xxUKtyEKGmC4XkXLdWrFPFjNXhfx9lnVbDjeEhRISaSLerAVvbsDjV7ipBOllfUYgAuCqrz7l5q6uHJ1y4e54dVG2+t1Ys6Hapb3RufGF8YGCnTRW12h0bG0sjSYhClLirvqTopwirbMuK10JUbBWipOinCKtsy4rXQlRcFaukKIQQFyFJUQghfEhSFEIIH5IUhRDChyRFIYTwIUlRCCF8SFIUQggfkhSFEMKHJEUhhPAhSVEIIXxIUhRCCB+SFIUQwockRSGE8CFJUQghfEhSFEIIH5IUhRDChyRFIYTwIUlRCCF8SFIUQggfkhSFEMKHJEUhhPAhSVEIIXxIUhRCCB+SFIUQwockRSGE8CFJUQghfEhSFEIIH5IUhRDChyRFIYTwIUlRCCF8SFIUQggfkhSFEMKHJEUhhPChC8RBHQ4H0dHRHDhwAJ1Ox5gxY2jevLn3+cWLF7N8+XLcbjddunRh4MCBgQhDCCGKLSBJcfXq1SiKQkxMDPHx8QwePJhly5ah1+s5fPgw69ev5+uvv0ZRFJ5++mlatmxJo0aNAhGKEEIUS0Cqz9u2baNnz54AREZG0rhxY2JjYwEwmUy89NJL6HQ6tFottWvXJj09PRBhCCFEsQWkpJiamkq1atW8j8PDw0lKSgKgbt263u07d+7kxIkT3H777YEIQwghii0gSTEsLIyUlBQiIiIASEhI8EuSAHv37mXatGl88sknaDSFF1izs7NRVdVb2ixLNptN4silvMQiceRVWrFcTc1fAUmKrVq1YsWKFYwZMwaLxUJsbKzfm7Zv3z6mTJnCrFmzqFq16kWPZzQagfLxxue+looeB5SfWCSOvMpTLFeKgCTFhx56iMmTJxMVFYVOp2PChAmsWbMGp9PJjTfeyMCBA6levTrPPfccAAMGDODBBx8MRChCCFEsAUmKer2eiRMn+m275ZZbvP/fvXt3IE4rhBCXLSBJUQhRMjYdsjBn81FOpWRRp4qZZ9rUp23DiLIO66omM1qEKKc2HbIwbtVBLOk2woL0WNJtjFt1kE2HLGUd2lVNkqIQ5dSczUfRaxXMBh2K4vmp1yrM2Xy0rEO7qklSFKKcOpWSRZBe67ctSK8lLiWrjCKqGCQpClFO1alixupw+W2zOlzUrmIuo4gqBkmKQpRTz7Spj8OlkmV3oqqenw6XyjNt6pd1aFc1SYpClFNtG0Yw6eGbiAg1cd7qICLUxKSHb5Le5wCTITlClGNtG0ZIEixlUlIUQggfkhSFEMKHJEUhhPAhbYplSKZwCVH+SEmxjMgULiHKJ0mKZUSmcAlRPklSLCMyhUuI8kmSYhmRKVxClE/S0VJGnmlTn3GrDpJldxKk12J1uGQKlyhxO+MyWbz6fbpkLKO2YiFRV4Pj/xnE5MO1SMyw84J2OYO03xOqWFEVDWgM6AwG0OghohG0HA4N2pf1ZZQqSYplpG3DCCbhaVuMS8mitvQ+ixK26ZCF37at4xV1HnZ0pKjBhDiSaP5HNDc5B9BEe5ThuuUAKKgoqgvFbcVts6HR6iHxH/hhNDCtQiVGSYplSKZwiUCas/kow92rsCt6bIoRBchSjQQBz2i/o7FyHDcKOtwAKN5Xqp5H9jQw1oTtMyQpCiGufKdSsqhJAqlqMJ5E56HFyW2aQxguJEMANxeSour5aXW60TptHLE7qJ3xD5VLOfayJB0tQlytVJU4NZwg7N5NIWRRR0lA75MQwT8ReMqJKnZ0GN3Z/GkNY+b6w6UTczkgSVGIq1RypoM5ri4YcBJENqBSQ0lBi4objU/Z0V9OqfG8asagOPmf+yE+3Xqs9AIvY5IUhbhKZbvcbFNvYZxzAAlqGGFkokHFjYLmQkkxd2LMxECGaua8auaEWoM33U+xjVvItLvynuAqJW2KQlylgg1aMu1OdmhvYwe3gQqfqRO5UxMLgOrXtaKSrpq5xf6p3zGC9Frcqptgg/9Eg6uZlBSFuEoNuqceqOB0u3GrbpxuN3NcXfi3fKiioMKF6rQ9VxlJq+S89sKxKghJikJcpYbd34DeTSsTpNfidHtKfdu5hb/UutjRkjMIJxs9FjWMv9Xa3tcadRpQFIL0WobfdwPD7m9QRldR+qT6LMRVrM8t1Zjc+x7v45nrDzN1Qy8m6RZgR4cVA0HYMeBkkfYR6oaaK/x9YKSkKEQFMuz+Btx2Xw8muv7tfElQw5iiPElKzbYVPiGClBSFqHCG3d8A7n8NeA2AukDLMo2ofJGSohBC+JCkKIQQPiQpCiGED0mKQgjhQ5KiEEL4kKQohBA+FFVVC1oso9zYt28fRqOxrMMQQhRAp9Nx4403lnUYJeKKSIpCCFFapPoshBA+JCkKIYQPSYpCCOFDkqIQQviQpCiEED7KVVL8/vvvadOmDWvXrgVg165d9OrVix49evDSSy9ht9txOBxMmDCB7t2789hjj7F3796Ax5HD7Xbz4osvApRpHH/++SdjxowptTjyi2Xt2rU8+uijdO/enYkTJ+J2uwMei9Pp5I033qBnz55ERUWxdetW9u7dS48ePYiKimLixIk4HI4yiaOsvqv5xZKjtL+vVw21nJk5c6b6ww8/qC6XS+3cubOalJSkqqqqfvjhh+r8+fPVmJgYdcKECaqqquq5c+fUhx9+WLXb7QGLw9fbb7+tNm/eXFVVtcziSE9PVzt16qTu27evVOPIHctjjz2mnjx5UnW73erYsWPVjRs3BjyWRYsWqTNnzlRVVVWTkpLUDh06qF26dFFPnTqlqqqqvvPOO+qSJUvKJI4HHnigTL6ruWPp2LGj6nK5VFUtm+/r1aBclRR92e12Ro8eTdWqVQGoV68eGRkZbNu2jZ49ewIQGRlJ48aNiY2NDXg8y5YtIzMzk5o1awKUWRzjx4+nQ4cONGvWrEzjGDx4MJ06daJ169b8+OOP1K9fP+Cx/Oc//6F3794AVK1alfj4eGrUqEHt2p5l9Pv06cPGjRtLPQ6AUaNGlcl3NXcsRqMRp9NZbr6vV6JymxRNJhNt27YFICEhgfnz59OjRw9SU1OpVq2ad7/w8HCSkpICGsvOnTtZv34948aN824rizhWrVrFmjVr2LJlC6NGjeL8+fNlEkdWVhbvvfceq1evZsuWLYwfPx6dThfwWG6//XaqV68OwNy5c2nSpAnXXHON9/nq1auTmJhY6nF06NCB+++/Hyj972ruWNq0acP+/fvLxff1SlVuk2KOpKQkXnjhBd544w0iIyMJCwsjJSXF+3xCQoLfh13SEhMTmTx5MufOnePxxx/n1KlTvPjii6UeB8CiRYtYsmQJy5cv56677uLjjz8ukzj+/vtvmjRpQv369VEUhVtvvZVp06aVWiyLFi3ir7/+YuLEiX7nS0xMpHr16qUex8iRI4Gy/a7mxNK/f/9y8329UpXrpJicnMxzzz3Hyy+/7K0utmrVihUrVgBgsViIjY2lUaNGAYuhevXqfPvtt6xcuZJvvvmGOnXq8N5775V6HABms9n7Ra5atSo2m61M4qhbty6HDx8mIyMDgA0bNhASElIqsSxevJhdu3YxdepUrrvuOk6dOkV8fDwAX331Fffee2+px6HRaMr0u+obS3n6vl6pyu09WpKTk+nfvz/JyclMnToVgBYtWjBixAgmT55MVFQUOp2OCRMmoNfrSz2+hx56qNTjeO2113j11VdxOp1UrlyZt956i8qVK5d6HGFhYTz33HMMGDAA8PzheOuttwgNDQ1oLEuWLOHNN9+kcePGPP744wC8+uqrDB06FFVVadKkCVFRUQClGkdycjIWi4XQ0NBS/67m95688847XHfddX77lcX39UolC0IIIYSPcl19FkKI0iZJUQghfEhSFEIIH5IUhRDChyRFIYTwIUmxjNjtdux2e57tDoeD7Oxs72PfwQFxcXGcPXs23+OlpKRgsViKfP4zZ87ke/5ASUhIwOFwAJ6ZOWlpaUV+bc7rfDmdziJtKy63201xB2TkF5+4cklSLCNLly71rjLTsWNH7rvvPqKionj00Uf54osvAE/ibNeunfc18+fP59tvv833ePPnz2fYsGH89ttvfv+2bNmCy+XKs//w4cNZsmRJgfG53W6aNm1Kz549vf86d+7Ms88+e0nXGx0dzfr16/nnn39YsmQJJpPJ73mbzUZKSgppaWl5pp/17duXkydP+m1btWoVo0eP9j4+c+YMnTt3LtIfhn/++YcZM2bk+9yMGTPyfa448UVHR3sHlIsrT7kdvH2169OnD926dcNsNrN8+XLOnTvHc889x4kTJ7j22msBzx3SDAYDAC6Xi/Xr13PDDTfw559/4nK5eOKJJ7jzzjuJjY1ly5YttG/fnt27d/udx+12c+edd6LVar3bPv/8c5o1a8aOHTto2bIlDRo0yBOfRqMhMjKSb775xrvtt99+Y+HChd7HkydPZuvWrYSEhOByuVAUBY1GQ3p6Ou3bt/cmLYfDwcmTJ+nUqRPjx4/HYrHQt29fb3xPPfUU1apVIzo6miZNmrBz507+7//+z3ue4OBggoKC8sSX8z5lZWUxcuRInn/+eSIiIi763k+bNo3o6Oh8nzMajVSqVCnP9v379xc5vscff5xp06bx7rvvXjQWUf5IUixDffv25cMPP/Q+zkl0S5YsQVEUXnjhBc6ePUu3bt3o06cPDz30EEOHDgVg+vTppKenc/z4cUaMGEGjRo3YsmULWq0WRVEAT0nznXfe8SZWgJiYGLZu3co777xDZmYmQ4cOZeDAgXTu3LnY8b/++uve/3/44YeYzWYGDhyYZ7+1a9cSHBxMXFwccXFx3H333fTq1YsmTZrgdDpxuVwcOHCANm3aMHr0aHr37s1TTz1FamoqOp2Oo0eP0rdvX8aNG0erVq0AvNeYkJDA0KFD6d69Ow8//PBFYz527BiKonhXtAFPE8Xs2bO9M0LAM496x44dPPjggwBotdoix1evXj3OnDlDQkIC4eHhxX5fRdmS6nMZeuCBB1i5cqX38fLly2nfvj21atXimmuuYfny5VxzzTV88cUXfPPNN/znP/9h5syZGI1GHA4HRqORiIgIoqOjcblcfPDBBwwYMIDu3bvzxRdfEBkZ6W1nS0lJ4Y033mDDhg3MnDmTqVOnsmvXLhYsWMCPP/5Ip06d2Ldvn198iYmJ9O7d2/tv8uTJxb5Gu93O//73PwDeffddBg0a5Pe8qqr53tP7s88+Y/ny5XzzzTc0a9aMRYsW0bJlyzxNAZUqVWL48OHeZbGAfJsLcuzcuTNPyfjPP/9k7dq1VK5c2bstNDSUDz/8kGPHjuV7nILiy9G4cWN27dpVYByi/JKSYhlQVRVFUejevTtOp9O7WvINN9zAvffem2f/kJAQvvrqK5xOJ7/++ivZ2dnY7XZMJhM6nY5bb72VWbNmERISwq233sqnn34KeKqtGo0Gu91OfHw8devWZeLEiWg0GoKCgqhUqRKVKlVi5syZ7NixgyZNmnjP6XQ6qVKlCl9++aV3W+7qc1EcOnSItm3bsnfvXqZMmUJwcDBr1qzh9ddfx2w2A3jPsXr1anbv3k1iYiJpaWl8+OGHfqVRRVFYsWIFn3/+OTabDbvdzvbt2zl27Bj16tVDVVVsNhsjR47kv//9b77xJCcn56ker1271jtnOofRaGTIkCG8++67zJo1q8jx5TCbzSQnJxfrvRLlgyTFMrBz505GjRpFWFgYRqOR8+fP43A42LhxIw6Hg+TkZN58803vL/apU6eoWrUqhw4dwmg08tJLL2EymTAajXz33XfExMQQGxvLs88+S2ZmJsHBwfTr14+//vqLV155hV69evHoo4/SsGHDAmO64447/B7ndCj4lsAyMjLyLDRwMU2bNuW6667j+eefJzg42Lt98uTJfkkYPIsW5FRPK1euTEJCQp6Ok6ioKKKiovj22285efIkQ4cOZciQIbzxxhvUqlXrovGEhYWRkJDgfXzu3Dm+++47vvvuuzz7dunShRkzZvDnn38WOb4caWlphb7fovySpFgG7rjjDr97afh2tOQ4efIk0dHRnDt3jujoaO677z7WrFnDk08+SZs2bRg5ciQmk4lHH32URx99lKioKL744gu+/vpr0tPTGTRoEP369WPGjBl+7WdFdeDAAW677TbmzZvn3XYpJcWCvPrqqwQFBZGRkcEHH3wAwHfffcf+/ftJTEwEKLCH2JfT6eS5555j+PDhfPLJJxdtw7v99tt55513vI91Oh0zZszwS9g5tFot8+bNo06dOuzdu7dY8R0+fPiSe+pF2ZKkWA7kNy4uJCSE8PBwNm3aRFhYGAA9e/bk3LlzbN++nQMHDhAaGurd32Qy0a9fP+/xfv75Zw4cOMCTTz6Z7zCewtrdAL744os8VXm73e6tIq5evZopU6YQEhKC0WgkMzMTjUbD6tWryc7OJj09nREjRhAVFZVnPKSqqkRHR9O0aVNvHLt376ZLly6MHj2aRx991C9O3/PmsFqtnDlzhsGDB/PBBx8wePBgunXrRpcuXXjyySeJjIzM97puuOEGNBoNFouFiIgIqlev7l25+uDBg8TGxnL33Xd7988pGbvd7iLHFxcXR2RkZJF6wkX5I0mxHMjKysJqtfptq1q1KoMHD86zr9PpZNasWfTo0cNvKf5Fixb57Tdy5Ejq1q1b4LjGrKwssrKy8n1u/fr1nDt3zq/qfPDgQYYPH+6NqXPnznTp0iVPssqhqqo32WdmZvo9l52djc1mA/AOFbrmmmu8t59YunSp9xidO3dGUZQ87YB//fUXf/zxB9OnT6dy5cp06NCBm266iZiYmIsmozFjxrBo0SJGjRrlt/3s2bNERkb6jQ3NUZz4vvjiC+9d9MSVR9ZTvEqlpKRQuXJlNJpLG2Bgs9nyDLDOzs7Ot6e4uJKTkzGbzXmOnx+n04lOl/dvd2JiImaz2dtZU1YKik9cuSQpCiGEDxmnKIQQPiQpCiGED0mKQgjhQ5KiEEL4kKQohBA+/h97W1Spcu5WnAAAAABJRU5ErkJggg==
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Matplotlib-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E7%9B%B4%E7%BA%BF%E5%9B%BE">&#128202; &#20351;&#29992; Matplotlib &#32472;&#21046;&#22810;&#26465;&#30452;&#32447;&#22270;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Matplotlib-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E7%9B%B4%E7%BA%BF%E5%9B%BE">&#182;</a></h1><p>本程序演示如何使用 Matplotlib 库绘制多条直线图，并设置图表标题。主要流程如下：</p>
+<ol>
+<li><p><strong>导入 NumPy 库并设置图形参数</strong></p>
+<ul>
+<li>导入 NumPy 用于生成数值序列；</li>
+<li>通过设置 <code>plt.rcParams['axes.unicode_minus'] = False</code>，确保负号可以在图表中正确显示。</li>
+</ul>
+</li>
+<li><p><strong>构造数据</strong></p>
+<ul>
+<li>使用 <code>np.arange()</code> 创建 x 轴的数值序列；</li>
+<li>通过对 x 加常数分别生成 y1、y2、y3 三组直线数据。</li>
+</ul>
+</li>
+<li><p><strong>绘制多条直线图</strong></p>
+<ul>
+<li>使用 <code>plt.plot()</code> 分别绘制三条直线，分别对应 y1、y2 和 y3。</li>
+</ul>
+</li>
+<li><p><strong>添加图表标题</strong></p>
+<ul>
+<li>使用 <code>plt.title()</code> 添加主标题，说明图表展示内容。</li>
+</ul>
+</li>
+<li><p><strong>显示图表</strong></p>
+<ul>
+<li>使用 <code>plt.show()</code> 将图表可视化。</li>
+</ul>
+</li>
+</ol>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[6]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 导入 numpy 数组处理库</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="c1"># 设置图形显示参数，使负号正常显示（避免出现乱码或方块）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
+<span class="c1"># 创建一个从 1 到 9，步长为 2 的数组，作为 x 轴数据</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>  <span class="c1"># 输出: array([1, 3, 5, 7, 9])</span>
+<span class="c1"># 构造三条直线的 y 值：分别为 x+1, x+3, x+5</span>
+<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>
+<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>
+<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>
+<span class="c1"># 设置图表标题为“Matplotlib库的绘图风格”</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Matplotlib库的绘图风格&#39;</span><span class="p">)</span>
+<span class="c1"># 绘制第一条直线（x, y1）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">)</span>
+<span class="c1"># 绘制第二条直线（x, y2）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">)</span>
+<span class="c1"># 绘制第三条直线（x, y3）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">)</span>
+<span class="c1"># 显示图表</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E6%8A%98%E7%BA%BF%E5%9B%BE%E5%B9%B6%E8%AE%BE%E7%BD%AE%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC">&#128202; &#20351;&#29992; Seaborn &#32472;&#21046;&#22810;&#26465;&#25240;&#32447;&#22270;&#24182;&#35774;&#32622;&#32472;&#22270;&#39118;&#26684;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%BB%98%E5%88%B6%E5%A4%9A%E6%9D%A1%E6%8A%98%E7%BA%BF%E5%9B%BE%E5%B9%B6%E8%AE%BE%E7%BD%AE%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC">&#182;</a></h1><p>本程序使用 Seaborn 库绘制三条折线图，同时设置图表风格和标题。流程如下：</p>
+<ol>
+<li><p><strong>设置 Seaborn 绘图风格</strong></p>
+<ul>
+<li>使用 <code>darkgrid</code> 风格背景，使图表背景带有灰色网格；</li>
+<li>设置字体为 <code>'SimHei'</code>（黑体）和 <code>'Arial'</code>，以确保支持中文和英文字体混合显示。</li>
+</ul>
+</li>
+<li><p><strong>添加图表标题</strong></p>
+<ul>
+<li>使用 <code>plt.title()</code> 设置图表标题，指明图表内容是 Seaborn 风格演示。</li>
+</ul>
+</li>
+<li><p><strong>绘制三条折线图</strong></p>
+<ul>
+<li>使用 <code>sns.lineplot()</code> 分别绘制三组数据曲线（y1、y2、y3 对应 x）；</li>
+<li>默认线条颜色不同，可自动区分。</li>
+</ul>
+</li>
+<li><p><strong>显示图表</strong></p>
+<ul>
+<li>使用 <code>plt.show()</code> 展示最终绘图结果。</li>
+</ul>
+</li>
+</ol>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[7]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 设置 seaborn 的绘图风格为 darkgrid（背景为深色网格）</span>
+<span class="c1"># sns.set_style(&#39;darkgrid&#39;)</span>
+<span class="c1"># 设置字体为黑体（simhei）和 Arial，保证中英文均能显示</span>
+<span class="c1"># font.sans-serif 是设置无衬线字体优先级的参数</span>
+<span class="c1"># sns.set_style({&#39;font.sans-serif&#39;: [&#39;simhei&#39;, &#39;Arial&#39;]})</span>
+<span class="c1"># 设置图表主标题为“seaborn库的绘图风格”</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;seaborn库的绘图风格&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 seaborn 绘制第一条折线图（x 对 y1）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">)</span>
+<span class="c1"># 使用 seaborn 绘制第二条折线图（x 对 y2）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">)</span>
+<span class="c1"># 使用 seaborn 绘制第三条折线图（x 对 y3）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">)</span>
+<span class="c1"># 显示图表</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E5%A4%9A%E7%A7%8D%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC%E8%BF%9B%E8%A1%8C%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA">&#128202; &#20351;&#29992; Seaborn &#30340;&#22810;&#31181;&#32472;&#22270;&#39118;&#26684;&#36827;&#34892;&#23545;&#27604;&#23637;&#31034;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E5%A4%9A%E7%A7%8D%E7%BB%98%E5%9B%BE%E9%A3%8E%E6%A0%BC%E8%BF%9B%E8%A1%8C%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA">&#182;</a></h1><p>本程序使用 Seaborn 的多个主题风格，分别绘制相同的三条折线图，并将它们放入一个图像的多个子图中进行展示对比，主要流程如下：</p>
+<ol>
+<li><p><strong>数据准备</strong></p>
+<ul>
+<li>使用 <code>np.arange()</code> 创建 x 序列，并构造三组 y 序列作为三条线的 Y 轴数据。</li>
+</ul>
+</li>
+<li><p><strong>封装绘图函数 <code>showLine()</code></strong></p>
+<ul>
+<li>封装绘图操作，将三条线的绘图过程统一到一个函数中，便于多次调用。</li>
+</ul>
+</li>
+<li><p><strong>创建总图框 <code>figure()</code></strong></p>
+<ul>
+<li>设置画布大小为 12x8 英寸，用于容纳多个子图。</li>
+</ul>
+</li>
+<li><p><strong>依次使用五种 Seaborn 风格绘制子图</strong></p>
+<ul>
+<li>每种风格（<code>darkgrid</code>, <code>whitegrid</code>, <code>dark</code>, <code>white</code>, <code>ticks</code>）都对应一个子图；</li>
+<li>使用 <code>with sns.axes_style(...)</code> 语法在局部应用样式；</li>
+<li>每个子图通过 <code>add_subplot(2, 3, i)</code> 添加，形成 2 行 3 列的图像布局。</li>
+</ul>
+</li>
+<li><p><strong>绘制一个自定义参数的子图</strong></p>
+<ul>
+<li>在第六个子图中使用 <code>sns.set_style()</code> 设置额外参数（如字体和网格线颜色）；</li>
+<li>演示如何修改 Seaborn 风格中的具体细节。</li>
+</ul>
+</li>
+<li><p><strong>展示所有子图</strong></p>
+<ul>
+<li>使用 <code>plt.show()</code> 一次性将全部子图显示出来。</li>
+</ul>
+</li>
+</ol>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[8]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 创建 x 序列：从 1 到 9，步长为 2</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
+<span class="c1"># 构造三条折线的数据</span>
+<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>
+<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>
+<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>
+<span class="c1"># 封装绘图函数，绘制三条折线</span>
+<span class="k">def</span> <span class="nf">showLine</span><span class="p">(</span><span class="n">flip</span><span class="o">=</span><span class="mi">1</span><span class="p">):</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">)</span>  <span class="c1"># 绘制第一条线</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">)</span>  <span class="c1"># 绘制第二条线</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">)</span>  <span class="c1"># 绘制第三条线</span>
+<span class="c1"># 创建一个图像对象，设置整体图像大小为 12x8 英寸</span>
+<span class="n">pic</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
+<span class="c1"># 使用 Seaborn 的 darkgrid 风格</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;darkgrid&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>  <span class="c1"># 添加第一个子图（第1行第1列）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;darkgrid&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 Seaborn 的 whitegrid 风格</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;whitegrid&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>  <span class="c1"># 添加第二个子图（第1行第2列）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;whitegrid&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 Seaborn 的 dark 风格</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;dark&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>  <span class="c1"># 添加第三个子图（第1行第3列）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;dark&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 Seaborn 的 white 风格</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>  <span class="c1"># 添加第四个子图（第2行第1列）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 Seaborn 的 ticks 风格</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;ticks&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">5</span><span class="p">)</span>  <span class="c1"># 添加第五个子图（第2行第2列）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;ticks&#39;</span><span class="p">)</span>
+<span class="c1"># 设置整体风格并修改字体和网格颜色等参数</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">set_style</span><span class="p">(</span>
+    <span class="n">style</span><span class="o">=</span><span class="s1">&#39;darkgrid&#39;</span><span class="p">,</span>
+    <span class="n">rc</span><span class="o">=</span><span class="p">{</span>
+        <span class="s1">&#39;font.sans-serif&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;MicrosoftYaHei&#39;</span><span class="p">,</span> <span class="s1">&#39;SimHei&#39;</span><span class="p">],</span>  <span class="c1"># 设置中文字体优先级</span>
+        <span class="s1">&#39;grid.color&#39;</span><span class="p">:</span> <span class="s1">&#39;black&#39;</span>  <span class="c1"># 修改网格线颜色为黑色</span>
+    <span class="p">}</span>
+<span class="p">)</span>
+<span class="c1"># 重设代码字体</span>
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
+
+<span class="c1"># 添加第六个子图（第2行第3列）用于显示自定义风格效果</span>
+<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">6</span><span class="p">)</span>
+<span class="n">showLine</span><span class="p">()</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;修改参数&#39;</span><span class="p">)</span>
+<span class="c1"># 显示所有子图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
+<pre>findfont: Font family [&#39;sans-serif&#39;] not found. Falling back to DejaVu Sans.
+findfont: Generic family &#39;sans-serif&#39; not found because none of the following families were found: MicrosoftYaHei, SimHei
+findfont: Font family [&#39;sans-serif&#39;] not found. Falling back to DejaVu Sans.
+findfont: Generic family &#39;sans-serif&#39; not found because none of the following families were found: MicrosoftYaHei, SimHei
+</pre>
+</div>
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAr8AAAHiCAYAAADh4aRaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAD7CUlEQVR4nOzdd1iV9f/H8Sd7TwXBLaKIAxe4NTVX5i6/tktbZqVl7r331kytLG3nSDPLvXEvQNkCAgKy5+Fw1v37g/Jn36+eEg/cN/J5XFfXlYz7fnnwc+73eXGf+zaTJElCEARBEARBEKoAc7kDCIIgCIIgCEJFEcOvIAiCIAiCUGWI4VcQBEEQBEGoMsTwKwiCIAiCIFQZYvgVBEEQBEEQqgwx/AqCIAiCIAhVhhh+K4kpU6awevXqMn3vq6++yo4dO0ySIyUlhdatW6PX6x/4+fXr1zNhwgST7EsQKjs/Pz9u3779wM/9+uuvjBo1qsKyXL58mb59+z7084/zHCMIVYlSjsdC2YnhV3gkNWvW5Nq1a1hYWMgdRRAqtUGDBrF169Z7fzY2KJtCYGAgBw8eLLftC4IgVBZi+H2CSZKEwWAw2fZ0Op3JtiUIQsURa1cQ5GXq47HweMTwq1Dh4eEMHTqU1q1b89FHH1FSUgJAXl4e7777Lh06dCAoKIh3332XtLS0e9/36quvsnr1al544QVatmxJUlLS37abnp7OwIED+fLLLwFISkri5ZdfpnXr1rzxxhvMnTv33mkLycnJ+Pn5sWPHDrp3787rr79+72N/HUyTkpJ45ZVXaN26NSNHjiQnJ6ciHh5BkNWuXbsYPXr0vT/37t2bcePG3fvzU089RUREBABnz56lT58+BAUFMXfuXP66qebu3bt58cUXAXj55ZcBGDx4MK1bt+b3338H4Pjx4wwePJjAwEBeeOEFIiMj7+3j5s2bDBkyhNatWzN27Fg++uije7+KvXDhAt26dWPLli107tyZqVOn3vvYXx72HCMIwt9V1PFYqDhi+FUgjUbD+++/z+DBg7l48SL9+vXj0KFDABgMBoYNG8bx48c5fvw4NjY2zJs372/fv3fvXubPn8/Vq1epWbPmvY8nJyfz6quv8sorr/Dmm28CMGHCBAICArhw4QIffPABe/fu/Z88ly5d4vfff3/gAp0wYQLNmjXjwoULjBkzhl9++cWUD4UgKFK7du24fPkyBoOB9PR0dDodV69eBUpfEKpUKvz8/AA4ceIEO3fuZO/evfzxxx+cPn36f7b33XffAaVr99q1a/Tv35+bN28ybdo05s2bx4ULFxgxYgRjxoxBo9Gg0Wj44IMPGDp0KBcvXmTAgAEcOXLkb9vMzMwkLy+P48ePM3/+/L99zthzjCAI/68ij8dCxRHDrwKFhISg1Wp5/fXXsbKyol+/frRo0QIANzc3+vbti52dHY6Ojrz33ntcunTpb98/dOhQGjVqhKWlJVZWVgDExsby2muv8eGHHzJixAig9M1rYWFhjB07FmtrawIDA+nZs+f/5Pnwww+xt7fH1tb2bx//6/vHjRuHtbU1QUFBD/x+QXjS1KlTBwcHByIiIrh06RJdunShRo0a3Lp1i4sXL9K2bVvMzUufXt9++22cnZ2pWbMm7du3/1t7a8zPP//MiBEjaNmyJRYWFgwdOhQrKyuuX79OSEgIOp2O1157DSsrK/r06XPvOeIv5ubm99b2f69dY88xgiD8v4o6HgsVy1LuAML/Sk9Pp0aNGpiZmd372F+vGIuLi1m8eDGnT58mLy8PgKKiIvR6/b03oXl7e//PNvft20fdunX/9m7v9PR0XFxcsLOzu/cxb29vUlNT//a9Xl5eD83p7OyMvb3933L+9/cLwpMoKCiIixcvcvv2bYKCgnBycuLSpUtcv36ddu3a3fs6Dw+Pe/9vZ2dHUVHRv9p+SkoKe/bs4dtvv733Ma1WS3p6OmZmZv/zHPHf697NzQ0bG5sHbtvYc4wgCP+voo7HQsUSza8CeXh4cPfu3XvnBkLpgRBg69atxMfH8/PPP3P16tV7vy69/2vvX6R/+eCDD3Bzc+OTTz65d5kyDw8P8vLyKC4uvvd1DxpcH7S9v74/Pz8flUr1PzkF4UnXrl07Lly4wJUrV2jXrh3t2rXj0qVLXLx4kaCgoMfevre3N6NHj+by5cv3/gsJCWHAgAEPfI7477X7sHULxp9jBEH4fxV1PBYqlhh+FahVq1ZYWlqyfft2dDodhw4dIiwsDCh9VWljY4OzszO5ubls2LDhX23TysqKtWvXUlxczKRJkzAYDNSqVYvmzZuzfv16NBoN165d4/jx4/86539//+XLlx/p+wWhMgsKCuLChQuo1Wq8vLwIDAzk9OnT5Obm0rRp00feXvXq1f/2hpjhw4fz448/EhISgiRJqFQqTpw4QWFhIa1atcLCwoJvv/0WnU7HkSNH7j1H/BvGnmMEQfh/FXU8FiqWGH4VyNramvXr1/PLL78QFBTE77//Tu/evQF4/fXXKSkpoUOHDowYMYKuXbs+0nY3bNhAVlYW06ZNw2AwsGLFCq5fv0779u1Zs2YN/fv3x9ra+l9vc+XKlYSEhNC+fXs+/fRThgwZ8qh/XUGolBo0aICDgwOBgYEAODo6Urt2bdq0aVOm62B/8MEHTJkyhcDAQH7//XdatGjB/PnzmTdvHkFBQfTp04fdu3cD//8csXPnToKCgvj111/p3r37v167xp5jBEH4fxV5PBYqjpl0fz8vVHkfffQRPj4+jB07Vu4ogiA8guHDh/PCCy/w3HPPyR1FEARB0UTzW8WFhoaSmJiIwWDg1KlTHD16lF69eskdSxCEf3Dx4kUyMjLQ6XT88ssvREVFPVLzJAiCUFWJqz1UcZmZmXz44Yfk5ubi5eXFnDlzynS+oiAIFSs+Pp6PPvoIlUpFnTp1WLduHZ6ennLHEgRBUDxx2oMgCIIgCIJQZYjTHgRBEARBEIQqQwy/giAIgiAIQpVRoef8GgwG9Hp5zrKwsDCTbd9lJTJXDDkzW1k9+iWxKsr169cfeoewilBSUiLr/h9VZcsLInNZ9t2qVStZ9v1vyHmMFQQletgxtkKHX71eIjdX9c9fWA5cXe1l23dZicwVQ87MHh5Osuz337CxscHf31+2/UdERMi6/0dV2fKCyFyWfSuZnMdYQVCihx1jxWkPgiAIgiAIQpUhhl9BEARBEAShyhDDryAIgiAIglBl/OPwO3XqVDp27MiAAQP+53Nffvklfn5+ZGdnl0s4QRAenVizglB5iPUqCBXvH4ffYcOG8cUXX/zPx1NTUzl79iw1a9Ysl2CCIJSNWLOCUHmI9SoIFe8fh9+goCBcXFz+5+OLFy9m4sSJmJmZlUswQRDKRqxZQag8xHoVhIpXpnN+jx49iqenJ02aNDF1HkGo9DLUGSy6PpffEvfKHeUesWYF4cG0Bi1bQrcw9fRUJEkZ18gV61UQHu5yxkUmXhjHnaLkMm/jka/zW1xczKZNm9i6desj78zCwgxXV/tH/j5TsLAwl23fZSUyVwxTZZYkid/i97H8yjJ0Bh3P+vZXxGNR1jVbUlIi63VN1Wq14q+rer/KlhdE5kRVIp/GfUq8Kp7enr2JjIw0yXYfx+McYwXhSVakLWJz5AZ+S9pLXYd6OFo5lnlbjzz8JiYmkpyczODBgwFIS0tj2LBh7NixAw8PD6PfK25y8WhE5ophisyZ6gxW3VjG+fRgWri1ZFLAdGo51P7H7VbETS7KumbFTS4eTWXLC1U3s86gY+uNrXwW/hnO1s6s7r6aXvV6/at9l7fHOcYKwpPqSuYllocuIlOdwQifl3mj0VvYWJT9To+PPPz6+flx7ty5e3/u2bMnO3fuxN3dvcwhBKGykiSJwykH2HBzDVqDhjH+4xhWfzjmZsq5iqBYs4Lw/2JyYpgRPIPwrHD61u/LtPbTcLdVzloQ61UQ/p9KV8TmiE/Zl7SH2g51WdvxM5q5tXjs7f7j8Dt+/HguXrxITk4O3bp148MPP2T48OGPvWNBqOyy1JmsvrGMs+lnaO4WwKSA6dR2qCN3LLFmBeEBdAYdX9/8mo3XN+Jo5cjKp1bSp34fuWOJ9SoID3E18zLLwxaRXnyX4Q1eZFTjdx6r7b3fPw6/q1atMvr5Y8eOmSSIIFQWkiRxNOUQ68NXUaIv4b0mHzKswX+wMLOQOxog1qwg/LdbubeYcWYGN7Ju0KdeH6Z3mK6YtlesV0H4u2Kdii2RG9mbuJva9nVY2+EzmrsHmHQfj3zagyBUZdklWay+sYzgu6dp6tqcSQHTqetYT+5YgiA8gM6gY9vNbXx6/VMcrBxY/tRy+tXvJ3csQRAe4nrWVZaHLiKtOJXn649glN+72FrYmnw/YvgVhH9BkiSOpR5m/c1VFOvVvNvkA55vMEIxba8gCH8XlxvHjOAZhGWG0bteb6a3n041u2pyxxIE4QGKdSq2RH3G3tu7qGVfmzUdNtLCvWW57U8Mv4LwD7JLsllzYzln7p7E37UZkwOmU9exvtyxBEF4AL1Bz/bw7Wy4tgE7KzuWdVtGv/r9xM0iBEGhQrKusSx0IWnFqQyr/x/e8htdLm3v/cTwKwgPIUkSJ1KPsvbmSor1xbzjN4bhPi+KtlcQFCouL46ZwTMJzQjl6bpPM6PDDKrbVZc7liAID1CsK+aLqM/45fZOvO1rsqrDBlq6t66QfYvhVxAeIKckm7U3V3Aq7QRNXJoyueUM6om2VxAUSW/Q823Et6y7ug5bS1uWdF1C/wb9RdsrCAoVmn2dZaELSVHdYWi953nL7z3sLO0qbP9i+BWE/3Ii9Rhrb65ApSviLb/RjGjwEhbmYqkIghIl5CUwM3gm1zOu06NOD2Z1nCXaXkFQKLVezRdRm/glYQdedt6sar+BVtXaVHgOcUQXhD/lluSw9uZKTqYdw8+lCZMCZtDAyUfuWIIgPIDeoOe7iO9Yd20dNhY2LOqyiAE+A0TbKwgKFZYdwrLQhdxRJTO43nO84/cedpb2smQRw68gAKdSj7Pm5nIKtYW82fhdXvB5WbS9gqBQt/NvMzN4JtfSr9G9dndmdZyFh7249a8gKJFar2Zr1GZ2JfxMDTsvVrZfT+tqbWXNJI7uQpWWp8llyZm5HEo8SGPnJqxsP50GTg3ljiUIwgMYJAP70/bz05WfsLKwYmGXhQz0GSjaXkFQqBs5YSwLWUCyKolBdYfybpP3ZWt77yeGX6HKOpV2grU3llOgK2Bk47d50edVLEXbKwiKlJifyMzgmVxNv0q32t2Y3XE2nvaecscSBOEBSvQlbI3ews74H/G0q8GKdutoUz1Q7lj3iCO9UOXkafJYf3MVx1IP4+vcmM86b8bTrLbcsQRBeACDZOCHyB9Yc2UNVuZWjGkwhtFdR4u2VxAU6mZOGMtCF5JUlMjAOkN41/997C0d5I71N2L4FaqUM2knWX1jOfnaPN5o9BYvNXyN6m7O5Oaq5I4mCMJ/SSpIYmbwTK7cvUKXWl2Y03EO2YnZYvAVBAXS6Ev4KuYLdsT9QHVbD5YFrSHQo53csR5IDL9ClZCnyWND+GqOphzC17kRy9qtpqFzI7ljCYLwAAbJwI+RP7Lm6hoszCyY12keQ3yHYGZmRjbZcscTBOG/ROTeZGnIAhKLbvNsnUGMbvIhDlbKanvvJ4Zf4YkXfPc0q28sI0+Ty2u+o3jZ93WszK3kjiUIwgMkFSQx++xsLqVdonPNzszpNAcvBy+5YwmC8AAafQlfx3zBz3E/UM22OkuDVhHk0UHuWP9IDL/CEytfk8+G8NUcSTmIj5MvS4JW4uvcWO5YgiA8gEEy8HPUz6y6sgpzM3PmdJzDsEbDxCkOgqBQkbnhLA1dwO3CBPrXHsho/w9xtHKUO9a/IoZf4Yl07m4wq24sJUeTw6u+I3nF9w3R9gqCQt0pvMOs4FlcTLtIR++OzO00F29Hb7ljCYLwABq9hm0xX/JT3He421ZjceBK2nt2lDvWIxHDr/BEKdDm82n4Wg7d+QMfp4YsDFxOYxc/uWMJgvAAkiSxI3oHKy+vxMzMjNkdZ/Nco+dE2ysIChWVG8HS0AUkFMbTr/azjPEfi6OVk9yxHpkYfoUnxvn0YFaGlba9Lzd8nVd9R2JtYS13LEEQHiClMIVZZ2dxIfUCHbw7MLfTXGo61pQ7liAID6DRa/gmdis/xH2Hm7UbiwJX0MGzk9yxykwMv0KlV6gt4NPwtRy88zv1HRuwoO1S/Fz95Y4lCMIDSJLEzpidrLi0AoCZHWYyvPFw0fYKgkJF50WxNGQ+8YVx9K3VnzFNx+Jk5Sx3rMcihl+hUruQfo6VN5aQrc7i5Yav8arvKNH2CoJCpRamMvvsbM6lnqO9V3vmdp5LLcdacscSBOEBtAYt38R+xfe3vvmz7V1OB8/OcscyCTH8CpVSobaQzyLW8Ufyb9RzbMC8Totp4tpU7liCIDyAJEnsitnFissrMEgGZrSfwXC/4ZibmcsdTRCEB4jOi2JZ6ALiCm7Ru1Y/Pmj6UaVve+/3j8Pv1KlTOXHiBNWqVeO3334DYOnSpRw/fhwrKyvq1q3L4sWLcXZ+ch4UQdkuZZxnRdgSstSZvOjzKq83GoW1hY3csRRDrFlBSdKK0phzdg7BKcEEeQUxr9M8ajuJ24n/RaxXQUm0Bi3fxW7ju1vbcLF2ZUHbZXSq0UXuWCb3jy+7hw0bxhdffPG3j3Xu3JnffvuNffv2Ub9+fTZv3lxuAQXhL0XaIlaELWbypfHYWdixvtNm3m7ynhh8/4tYs4ISSJLE7pjdDN07lKvpV5nWfhpf9PlCDL7/RaxXQSli86MZE/wW22O30sP7abZ2/e6JHHzhXzS/QUFBJCcn/+1jXbr8/4PRqlUrDhw4YPpkgnCfyxkXWRG2mEx1Bi/4vMwbjd4SQ+9DiDUryC2tKI055+YQfCeYwBqBzOs8jzpOdeSOpUhivQpy0xl0fHdrG9/Gfo2zlQvz2y6hc41ucscqV499zu+uXbt45plnTJFFEP5HkbaIzZEb+C1pL3Uc6rKu4yaaujWXO5ZR5nm3cQyeh6Z2F9QBI+WO8z/EmhXKiyRJ7L21l2UXl6GTdExpN4UXm7yo7HN7tWo4sRiyYmHEt6Cwq06I9SqUp1v5sSwNXUBsfjQ9vXvzYbPxuFi7yB3LKOtbv2N/bRMFT69G79awTNt4rOH3s88+w8LCgkGDBv2rr7ewMMPV1f5xdllmFhbmsu27rKp65gtp55l7fi53VWm82uQ13gsYg62lrUm2fT+TZZYMmF/ZivmxOWBugUWHd7BV2M/vUdZsSUkJERERFZDqwdRqtaz7f1SVLS+YNnO2JpvN8Zu5lncNfyd/3mvwHl54ERUZZZLt/8WUmW2zblDzwnxsCm6T5fcy6ZGRJtmuqTzqMVYQ/i2dQccPt77hm9ivcLJyYk6bRXTz6i53LKPM1Dk4npqBbcxetNWbYbCrVuZtlXn4/eWXXzhx4gRff/31v74+o14vkZurKusuH4urq71s+y6rqppZpStic+RG9iX+Qm2HuqztuInmbi1QFxpQY/rHwxSZzfMTcTr2CRZ3zqGp+xQF3ZdjcKoJ/7BdD4+KuzPOo65ZGxsb/P3lu15yRESErPt/VJUtL5gmsyRJ/HrrV5ZeX4pWr2Vy0GRe8n+p3NpekzzOf7W9Z9eBkze8sotqvr34p0NpRb64KcsxVhD+jbj8WywNXUBMfhQ9vJ9mbLNPcLF2lTuWUdZxB3A6MRWzkhyK2n2Cqs0HYGFV5u2Vafg9deoUn3/+Od9++y12dnZl3rkg/LermZdZHraI9OK7DG/wAqMav4uNks/tlQzY3vgGx7MLkczMKeixDLX/i4r71alYs0J5SFelM+/cPE4mn6S1Z2vmd55PPed6cscy7s4V2DMGMiKh9avQdyHYKuvXvGK9CuVBb9DxQ9y3bI/ZiqOVI3NaL6Sbdw+5Yxllps7B8fQsbKN/QVetKfkDv0Xv0eyxt/uPw+/48eO5ePEiOTk5dOvWjQ8//JAtW7ag0WgYObL0fMaWLVsyb968xw4jVF3FOhVbIjeyN3E3texrs7bDZzR3D5A7llHm+Uk4HZuA9Z1gNHW6UdBjOQYn+S/YL9asUN4kSeK3uN9YfHExGr2GiYETedn/ZSzMLeSO9nC6EjixBILXgmMNeHknNOotdyqxXoUKEV8Qx7LQBUTlRdLd+2nGNh2Pq42b3LGMso4/hOOJKZirsykK+hhV2w/BRDex+sfhd9WqVf/zseHDh5tk54IAcD3rKstDF5FWnMpz9Ufwpt+72FqY/txek5EkbG9+i8PZBQAUdF+CuunLiml7xZoVylOGKoN55+dxIukErTxaMb/zfOq71Jc7lnF3rv7Z9kZAq1dK2147V7lTAWK9CuVLb9DxU9z3bIv9EntLB2a1XkB3755yxzKqtO2djW30bnTV/MkdsB2dh2nf6C7u8CbIplhXzOdRn7Hn9k5q2tdidYdPCXBvJXcso8zzk3E6PhHr5NNoanehoMcKDM7iuqXCk0+SJPbH72fxhcWU6EuYEDiBV/xfUX7be3IZnFkNjp7w0g5o3EfuVIJQIRIK4lkauoCovAi6eXVnXLMJuNm4yx3LKOuEIzgen4x5cSZFgeNQBY4zWdt7PzH8CrIIybrGsrCFpKpSGFZ/OG82Ho2dpYLPbZMkbMO/wyF4ASBR8NRi1M1eUUzbKwjlKbM4k/nn5nMs6RgBHgEs6LyABi4N5I5lXMp12PMepIdDy5eg3yKwU/aveQXBFPQGHT/H/8DXMV9gZ2HPzFbz6O79tKLfOGmmzsXxzBxso3aic/cj99mv0HmW36mPYvgVKlSxrpgvozexO2EH3vY1Wd3hU1q6t5Y7llHmBXdK296kU2hqdaag5woMzuKC/cKTT5Ik/oj/g0UXF1GsLeaTtp/watNXFd72auDUcji9Ehw84MWfwK+f3KkEoULcLkxgacgCIvPC6VqjO+OaT8Bd8W3vURxPTMJclUlR27GogsZBOb/RXQy/QoUJzb7OstCFpKjuMLTe87zl957y296IH3A4Mw8zyUBBt4Wom78KSr5gvyCYSGZxJgvPL+RI4hECqgcwv/N8fFx95I5lXGpI6bm9d29AwAvwzBLR9gpVgl7SsyP+R76K/hw7C1tmtJpLD+9eym57S/JwPDMX28ifS9ve/lvRebaskH2L4Vcod2q9mi+jNrM74We87LxZ1X4Draq1kTuWUeYFKTidmIh14kk0tTpS0HMlBue6cscShHInSRIHEw6y8MJCirRFfNz2Y15r+hqW5go+XOg0pU3v6RVgXw1e+AGa9Jc7lSBUiMTC2ywLXUB47k061+jGx80n4m5T9htAVASr28dxOj4Rc1U6qjYfUNTu43Jve++n4Gcz4UlwIzuUZaELSVYlMbjec7zj9x52lsq669nfSBK2ET/hEDwXM4OOgq7zUbd4XbS9QpWQVZzFwgsLOXz7MM2rNWdBlwU0dC3b7UMrTFoY/PIe3A2DFv+BZ5aCvbJ/zSsIpqCX9OyK/4mt0VuwsbBhess59KzZW+Ftbz4OwXOxi/gJnVsjcp/5HF2Nij/1UQy/Qrko0ZewNXozO+N/ooadFyvaraNN9UC5YxllXpiC4/HJ2CQeR1OzfWnbq/RLOAmCiRxMOMjC8wsp1BYyrs043mj2hrLbXr0WTq+CU8vAzh1GfAf+A+ROJQgVIqkwkWVhC7mZE0Ynzy583HwS1Wyryx3LKKvEkzgdn4B50V1UbcZQFDQeLOW5rKmCn9mEyupGTlhp21uUyKC6Q3mnyRjsLR3kjvVwkoRNxM84npmDmUFDQdd5qFu8IdpeoUrIVmez8PxCDt0+RNNqTVnYeSG+br5yxzIu7UbplRzSQqH589B/uWh7hSpBL+nZnbCDL6M2YWNhw9SWs+hVs6+y215NAQ7B87AL/wGdmy+5w/ag85L31Ecx/AomU6IvYfW1TXwb8Q0etp6VpO1NxeLgdJxjD6Hxbl96JQdXhV/CSRBM5Hz2eb4O/Zp8TT5jW49lZPORim97q93cCuFfld6kYsS34D9Q7lSCUCGSi5JYFrqQGzmhdPDszPjmk6hu6yF3LKOskk7hdGwC5kVpqFqPpqjdBNna3vsp+FlOqEzCc26wNHQBSUWJDKwzhHf931d+2xu1C8czszHTayjsMofigFGi7RWqhBx1DosuLOJAwgH83f35vM/nNHZrLHcs4+6Gw57ReKaGQLNh0H8FOCj7TT2CYAoGycAvCTv4ImoTVubWTAmYSe9a/RTe9hbiEDwfu/Dv0Lk2JHfYL+i82sod6x4x/AqPRaMv4euYL/g57geq23qwscdnNLGrmEuVlJV5URqOJ6Zgk3AErXcQDNlIsbm33LEEoUIcvX2Ueefnka/JZ0StEUzuORkrcyu5Yz2cXgfBa+DEErB1IbnTImr3eV/uVIJQIe4UJbMsdCFhOSG09+jI+BZT8FB823um9NzegjuoWr1LUfsJoLDLmorhVyiziNxwloUu4HZhAs/WGcToJh9Sy8OD3FyV3NEeTJKwid6N4+lZmOnUFHaeTXHAKFzdnUCpmQXBRHLVuSy6uIg/4v/A392fLb23YLhrUPbgmx5Rem5vyjVoOgSeXUlBYobcqQSh3BkkA3tu7+KLqM+wMLNkUsB0+tbqr/y29+xC7G5+g87Vp7Tt9VbmqY9i+BUemUavYVvMl/wU9x3VbKuzNGgVQR4d5I5llFlROk4npmCTcAitVyAFT69Cr/QL9guCiRxLPMa8c/PIK8ljTKsxvNXiLazMrYi4GyF3tAfT6+DsOjixGGycYPjX0Gzon58Uw6/wZEtR3WF56CJCsq/RzqMjnzSfjIedp9yxjLJKDi49t7cgGVXLdyjqMFFxbe/9xPArPJLI3HCWhi7kdmE8/WsPZLT/hzhaOcod6+EkCZvoX3A8PbO07e00k+KWb4GSb88qCCaSV5LH4ouL2R+3nybuTdjcezN+7n5yxzIuPRL2joE7V8B/EDy7ChyV/WteQTAFg2Tg19u/sCVqIxZm5kxsMY1+tZ9VdNuLpgjHc4uwu7ENnUt9cofuQlezndyp/pEYfoV/RaPX8E3sVn6I+w53G3cWB66kvWdHuWMZZabKKG174w+irdGGgqdXo3dT+AX7BcFEjiceZ975eeSqc3mv5Xu83eJtrCwUfIqDQQ9n18PxRWDtAM9vLX1jm5IP/IJgIqmqFJaHLuJ69lWCqrfnkxZT8LSrIXcso6zunMPp2CeY5yehavkWRe0ng5Vy2977ieFX+EfReZEsDVlAfGEc/Wo/yxj/sThaOckd6+EkCZuYvTiemoGZrpjCjtMpbvWOaHuFKiGvJI+lF5eyL24fjd0as/HpjfhX85c7lnEZ0aXn9t65XHrpsmdXgaOyf80rCKZgkAzsS9zD5shPMTcz45MWU+hfe6Cy216tqrTtDfsavXM98obuRFuzvdypHokYfoWHKm17v+KHuG9xs3ZjUeAKOnh2kjuWUWaqTJxOTsUm7g+0nq1K2173RnLHEoQKcTLpJHPPzSVbnc27Ae/ybsC7ym97z22AYwvB2h6e+xKaPyfaXqFKSFOlsjxsEdeyrtC2ehATWkylhp2X3LGMsko5j9PRT7DIv40qYBRFHaaAlb3csR6ZGH6FB4rOi2JpyHziC+PoW6s/Y5qOxcnKWe5YRtnE7MPx1DTMNEUUdpxKcat3QckX7BcEE8nX5LP04lJ+vfUrvq6+rH96Pc2qNZM7lnGZMbBnDCRfhCYDStteJ2X/mlcQTEGSJH5L2sumiA0AjG8+iWfrDFZ82+twfgn2oVvRO9cjd8gOtLWUfeqjMWIyEP5Ga9DybezXfHdr+59t73I6eHaWO5ZRZsVZOJ2chs2t/Wg9W/7Z9ir8gv2CYCKnkk8x9+xcstRZvN3ibUa3HI21hbXcsR7OoIfzG+HYgtI7PQ37Alo8L9peoUpIK05lZegSrmRdok21QCYETMXLTtnXmbdKuYDT0fFY5N+muMUbFHacVinb3vuJ4Ve4JzY/miUhC4griKV3rX580PQjxbe91rG/4XRyGmaaQgo7TKG49WjR9gpVQr4mn+WXlrMndg++rr6s67mOZtWV3vbGll7JIekC+PWHAavBSdm/5hUEU5Akif1Jv7Ipcj2SBB81m8jAukMU3vYW43BhKXYhX2Jwqk3ukJ/R1lL2qY//lpgSBLQGLd/FbuO7W9twsXZlQdtldKrRRe5YRpkVZ+F4aga2sfvQegSUXre3WhO5YwlChThz5wyzz84msziTt1q8xXst31N+23thExydV9r2Dt0CAf8Rba9QJdwtTmNl2BIuZ16kdbW2TGwxDS97Zbe9lqmXcDo6Hsu8eIqbv17a9lo7yB3LZP5x+J06dSonTpygWrVq/PbbbwDk5uby8ccfc+fOHWrVqsWaNWtwcXEp97CC6d3Kj2Fp6AJi82PoVbMvHzT9GGdrhbe9t/aXtr0l+RS1n4yqzXui7b2PWLNPrgJNASsur2B3zG4aujRkbY+1NK/eXO5YxmXdgr3vQ+I5aNwPBqwBZ2Uf+CuSWK9PLkmS+CP5NzZGrMUgSYxrNoGBdYdgbmYud7SH0xXjcH45diGfY3CqRe7gn9DWVvapj2Xxjz+BYcOG8cUXX/ztY1u2bKFjx44cOnSIjh07smXLlnILKJQPnUHH9pitjA4eRZY6i/ltlzCt1WxFD75mxdk4HXoflwPvonesSc5/fkcV+KEYfP+LWLNPprN3zjJ071D2xO5hVPNR/DTwJ2UPvgYDnP8MPusM6eEwZBO8+KMYfP+LWK9PpozidKZe/oQVYYtp7NyEL7t+w+B6wxQ9+FqmXcHtp77Yh2xB3ewVcl448kQOvvAvht+goKD/ecV59OhRhgwZAsCQIUM4cuRIuYQTykdc/i3GnH2Lr2O+oLv302zt9h2da3STO5ZR1nF/4P5DT2xu/U5R+4nkPvcreqVfu1QmYs0+WQo1hcw5O4d3j7yLvZU93zzzDR+3/RgbCxu5oz1cdhxsGwAHpkCDrjDmPLR6UZzm8ABivT5ZJEnij6TfGHX6ZUKzrzO26SesaL8Ob/uackd7OF0xDsHzcd09FDNdCbmDfqSw+2IkawXfvfUxlakyy8rKwtOz9ALknp6eZGdnmzSUUD50Bh0/xH3DNzFf4WTlxNw2i+nq9ZTcsYwyU+fgeGomtjF70FZvRsGg79FXbyp3LKPisopYcewWnRq480pgbbnjAGLNVlZnU84y5+wc7qruMrL5SN5v9b6yh16DAS59AUdmg7kVDN4IrV5S9NBbVKJj6YFI4jOL2D6qnSLegCTWa+WUoc5gVdgSLmScI8C9FRNbTKOWgzKOAQ9jmXYVp2PjscyJpbjpyxR1noFkrdybWEmSxO/h6Wy/lMTigf74VCvbecgV+vtiCwszXF3luTyGhYW5bPsuK1Nmjs2NZfbFWURkh9O3Xj8mtZ2Mm62bSbZ9P1NmNov6HYs/xkNxNvquk6HzeJzK4YL9psqs0xv4MjiBtcdicLSx5KPejSvdv7n7lZSUEBERIdv+1Wq1rPt/VKbMW6wv5pvEbziScYSatjWZ12Qeje0bExcdZ5Lt/8WUma0K7+B9cQEOGdco9OpAatA0dLaeEBlpku3/xZSZQ1KLWX02g/RCHS+1dCXSxFmFqkGSJA7d+YMN4WvQSzo+aPoxQ+o9p+hTHNCpcbi4ErvrmzE4eJE78Du0dZVdhmUWlrDocAyn47JpWdMZT8eyFwFlGn6rVatGeno6np6epKen4+7u/q++T6+XyM1VlWWXj83V1V62fZeVKTLrDTp+jPuO7bFbcbB0YE7rhXTz7gFqyFWb/vEwRWYzdQ6Op2djG70bXbWm5D/7DXqPZlCgBbSmCXofU2SOz1Ix90AUN9MK6NmoOpN7+eJub/2P2/XwqJhX2GVZszY2Nvj7y3dqSUREhKz7f1Smyns+9Tyzg2eTWpTKG83e4P1W72NraWuChP/LJJkNBrj8JRyeXXoL8UEbcGz9Co3KqUE1Rea/2t7t51KpX82en18JIqj+P6+JinoxVtZjrFDxMtUZrApbyvmMs7Rwa8mkgOnKb3vvXiu9kkNODMVNX6So8yzFt71/RKSz8vgtSnQGPu7uw4jWtbAwL/tzTJmG3549e7Jnzx7eeecd9uzZw9NPP13mAEL5iS+IY1noAqLyIunu/TRjm47H1cb0ba8pWccfxvHEZMzV2RQFfYyq7Yeg4Es46Q0S311OZvPZBOysLFj4bBN6+3ko4len9xNrVvmKtEWsuryKn6N/pr5zfbY/s51Wnq3kjmVcTgLs/QASTkPDp2HQOnBR9oH/fFwWE3eGkJxTzMjO9ZnUtwl21hZyx/obsV6VT5IkDt85wIbwNWgNGt73H8fQ+sOV3fbqS3C4uAq7a59hcKhB7sBv0dbtLncqozKLNCw+HMOpW1m08HZmVr/G1Hd//N+o/uPwO378eC5evEhOTg7dunXjww8/5J133uGjjz5i586deHt7s3bt2scOIpiO3qDjp/jv2RbzJfaWDsxqvYDu3j3ljmWUmToXxzOzsY3aha6aP7kDtqPzUPA72YGELBXzDkYRllpAd99qTOnViGoO8g/qYs1WPhdTLzLr7CxSClN4relrfNj6w3Jre03CYIArW+HQLDAzh4HroM1rij63V6XRsexAFF+fTaBeNXt+eqcj7RrI36iK9Vr5ZKkzWXVjGefSz9DcLYBJAdOp7VBH7lhGWd69/mfbG02x/wulba+Ncq/uJEkSByMzWHEslmKtnnFP+fBim8dre+/3j8PvqlWrHvjxbdu2mSSAYFoJBfEsC11IZF443bx6MK7ZJ7jZyP8Eb4x1wlEcT0zCXJVJUeA4VIHjFN/2fn8lmU3BpW3vgv5N6NNEOW2vWLOVh0qrYtWVVfwU9RN1neqy7ZlttPZsLXcs43ITS9ve+JPg0wMGrQdXZR/4L8RlMWlXKLezVLzRqT6T+vlhb62MSySK9Vp5SJLEkZSDbAhfTYm+hPf8xzKs/nAszJT1m4O/0Zdgf2kN9lc3YrD3IG/AdjT1lF2GZRVpWHIkhhOxWbTwdmJWXz/qVzPt+2eUsfqFx6Y36Pg5/ge+jvkSOws7ZrWeT3dvZf+qzKwkD8czc7CN3IHO3Y/c/l+h8wyQO5ZRCdkq5h2IJiw1n+6+1ZjcqxHVFdD2CpXPpbRLzAyeSUphCq/4v8LYNmOxs7STO9bDSRJc+QoOzSz984A10PYNRbe9xRo9yw5G8vXZBOq42fPjOx3o4FNN7lhCJZRdksWqsKWcTT9DM7cWTGoxnTqOdeWOZZRleihORz/GMjuK4iYjKOoyC8lGuTdLkSSJw1EZLDta2vaO7daAl9rWNlnbez8x/D4BEgsTWBq6kIjcm3St0Z1xzSfgrvS29/YxHI9PwlyVQVHbsaiCxoGCL+GkN0j8ePUOnwUnYGNpzvz+TeiroLZXqDxUWhVrrq7hh8gfqONUh6/6fUXbGm3ljmVcbiL8+iHEnYAGT8HgDeCq7AP/pYRsJu4IISFLxesd6zH5mSaKaXuFykOSJI6lHGZ9+CrUejXvNfmQYQ3+o/C2V4P95bXYX9mAwb46ec9uQ1Nf2WVYtkrDkiOxHI/JpJmXE7P7+dHAxG3v/cQzQSWml/TsiP+Rr6I/x87Clhmt5tLDu5eiBzKzknwczszFLvKnP9veL9F5tpQ7llG3s1XMPxhNSEo+3RpWY2ovX6o/xiVWhKrrctplZgbPJLkwmZf9X2Zs67HYWyn4cniSBFe3wcEZgATProLAUYpve1ccimJrcDy1XO34/u32dGpYXe5YQiWUXZLN6hvLCL57iqauzZgUMIO6jvXkjmWUZUZYadubFYm6yXAKO89GsnWVO5ZRf7W9RRodH3RtwMuBtbEsh7b3fmL4raQSC2+zLHQh4bk36FyjGx83n4i7jbJ/nWeVeAKn4xMxL7qLqs0HFLX7WNFtr0EqbXs3nknA2sKcuc/48Yy/p6JfXAjKpNKqWHdtHd9HfE8tx1p81fcrAr0C5Y5lXF5yadt76xg06AaDNoCbsg/8V25nM2FHKPGZRbzaoR5TnmmCg404zAmPRpIkjqceYd3NVRTri3m3yQc832BEJWh712F/dQMG22rkPfs1mvq95E5lVI5Kw9KjsRyNzqSplxOz+zUu800rHpV4Vqhk9JKeXfE/sTV6CzYWNkxvOYeeNXsreiAzK8nHIXgedhE/onNrTO5zn6Or0UruWEYl5RQz72AU1+/k08XHnWm9G+Eh2l6hDK7cvcLM4JkkFSTxUpOXGNdmnPLb3mvfwMHpYNBD/xUQ+CaYK/cSTmqtnhUHo/gyOJ6aLnZ8/1Z7OvmKtld4dDkl2ay5sYLTd0/g79qMSQHTqedYX+5YRllk3MT56MdYZoWj9nuOwi5zFd/2HonKYOmfbe+YLvV5NahOube99xPDbyWSVJjIsrCF3MwJo5NnFz5uPolqtsp+grdKPInT8Ql/tr1jKAoaDwq+hJNBkvjpWgqfno7HysKMOf386N9UtL3CoyvWFbPu6jq+i/iOmo412dp3K0FeQXLHMi7vDuwbC7FHoH7X0nN73erLncqoK7dzmLgjhLjMIl5uX5ep/f1xFG2vUAYnUo+y5sYKivUq3vEbw/AGL2BhruB/S3ot9lfWY39lHQZbd/L6b0XToI/cqYzKVWlZejSWI9EZ+NdwZFa/AHyrV0zbez8F/1SFv+glPbsTdvBl1CZsLGyY2nIWvWr2VfRAZqYpwCF4Pnbh36Nz8yV32B50Xm3kjmVUcm4x8w5Gcy05j84NStteTyfR9gqP7lr6NWYGz+R2/m1e8HuBj9t+rPy29/p3cGAqGHTwzHIIekvxbe+qw9F8cToObxc7vn2zPV0aKbsMEJQptySHNTdXcCrtOH4u/kwOmEF9pwZyxzLKIjMcp6MfY5V5E3XjoRR2nYdkq+ybWB2LzmDJkVgKSnS817k+rwXVxtJCnucYMfwq3J2iZJaFLiQsJ4SOnl0YXxna3qTTOB2bgHlRKqrWoylqN0HZba9B4qerd9hwOh5LCzNm9W3MgGY1FP3iQlAmtU7N+mvr+Sb8G2o61uSLPl/Q3ru93LGMy0+BfeMg5hDU61za9rr7yJ3KqGuJOUzYEcKtjCJebFeXaf2b4GRrJXcsoRI6kXqMtTdXoNIV8ZbfaEY0eEn5be/VT7G/vAbJxo28Z75A49NP7lRG5RZrWX40lkNRGTTxdGTj8AB8PSq+7b2fgn/CVZtBMvB95Hesv74OK3NrpgTMpHetfooeyMw0hZj/PgPXa1+jc21I7rBf0Hkp+xJOybnFLN4VxsWEHDrWd2N6n8bUEG2vUAbRBdFM2jeJhPwERviN4OO2H+NgJe8TvFGShEv8ftizDvQaeGYZBL2t+Lb3yytZ7L4Zh5ezLd+82Y6ujTzkjiVUQnmaXNbeXMmJ1KM0dm7C5JYzaOCk7Bd9FlkROB0dj1VGGOpGgynstkDxbe/xmEyWHIkhX61jdOd6vB5UR7a2935i+FWgO0XJLA9bRGj2dTp4dOLjFpPxsFX2E7xV0pnSc3sL7qBq9S5F7SeAgi/Yb5Akdl5PZcPpOCzMzZnZpzEDm4u2V3h0ap2aT69/yraIbXg5ePF5n8/p4N1B7ljG5afCvnHUjDkIdTuVtr3VGsqdyqjrSblM2BFCbHohLwTVYfqz/qLtFcrkVOpx1txcTqG2kDcbv8sLPi8rv+29thH7S2uQbFzIe+ZzND7PyJ3KqNxiLSuOxXIwMoPGHg5seL4FjTwc5Y51j4J/2lWPQTKw5/Yuvoj6DAszS+Z0mEtXN2VftxdNEY7nFmJ3Yzs6Vx/0r/9OkWMLuVMZdSevmAUHo7mclEeHem4sGx6AnSTJHUuohEIyQphxZgYJ+Qn08ujFgt4LFN/2EvIjHJgMOg1prT/Ga+AsRbe9JTo9a47EsPnkLWo427Kglxev9FL2nSAFZcrT5LLu5iqOpx6hkbMfK9qtx8dZ2S/6LLIi/2x7Q1H7Dipte+2UfROrk7GZLDocQ55axzud6jGynTLa3vuJ4VchUlR3WB66iJDsa7Tz6MgnzSfTyLs+ubkquaM9lFVycOm5vQXJqFq+Q1GHibhWrwYKzWyQJHaHpLLuVBzmZmZM792IwS28cHOxU/TjLChPib6ktO29uQ1Pe082996MW56bsgffgjTY9xFE/wF1OsCQjeSka/BS8OAb8mfbG5NeyIjAOkwf4M+d+Fi5YwmV0Om0k6y5sYwCbQEjG7/Niz6vYqnkttegw/7qZ9hfWo1k40Rev81oGj4rdyqj8oq1rDx+iz8i0mnk4cC651rg56mctvd+Cv7JVw0GycCvt39hS9RGLMzMmdhiGv1qP6v8tvf8IuzCtqFzqU/usN3ovJV9CafUfDXzD0ZzKTGX9vVcmdGnMV7Oyn0TnqBcYRlhzAieQVxeHM81eo4JgRNwtHYkIi9C7mgPJkkQ+jP8MQl0aui7CNqPBnMLSFdm5hKdnnVHY9h0Mg4PRxu+GhlEDz9PAO7InE2oXPI0eWwIX83RlEP4OjdmWbu1NHT2lTuWURbZ0aVXckgPQe078M+2V9k3sTp1K4tFh2PILdbydse6jGxfFyuFtb33E8OvjFJVKSwPXcT17KsEVW/PJy2m4GlXQ+5YRlndOYfTsU8wz09C1fItitpPBivlntsrSRK/hKay9mQ8AFN7N2JoCy9lv7gQFEmj17Dx+ka+uvkVHnYebOq1ic61Ossdy7iCu/DbRxD1O9RpD4M3QnVlH/jDkvOYsCOEqLsFDG9bmxkDmuJiJ87tFR5d8N1TrApbRr42jzcavcVLDV9TfNtrd20TDhdXIVk7ktd3ExrfAXKnMipfrWXV8VvsD0/Ht7oDa4c2x6+GMtve+yn4X8GTyyAZ2Je4h82Rn2JuZsYnLabQv/ZAZQ9kWhUO5xZjH/YVeud65A3dibamsi/hlJqvZsHBaC4m5hJU15WZfRvjLdpeoQxuZN5gxpkZ3Mq7xbBGw5gQOAEnaye5Yz2cJEHYTvhjImiLoc8C6DCmtO1VKI3OwPpjMWw8cYvqjtZ89UYQPZp4yh1LqITyNflsCF/FkZRD+Do3Ylm71TR0biR3LKMssmP+bHuvU9KwPwXdFiHZK/uypmfiStve7CINb3aoy5sdlN323k8MvxUsTZXK8rBFXMu6QtvqQUxoMZUadl5yxzLKKuU8Tkc/wSL/NqqAURR1mAIKvmC/JEnsCUtj7ck4DJLElF6+DAvwVvaLC0GRNHoNm0I2sfXGVqrZVWPj0xvpWrur3LGMK0yH3z6GyN+gdhAM+QyqK/vAf+NOadsbmVbAc21qM2tAU1zsRdsrPLqzd8+w6sZS8jS5vOY7ipd9X8fKXMH/lgx67K5vxuHiSiQre/L7bKTEdyAo+HhVoNax6sQtfrt5l4bV7Vk5pBn+NRRcBjyAGH4riCRJ/Ja0l00RGwAY33wSz9YZrOyBTKvC4fwS7EK/wuBcl9yhO9HWVPYlnNLy1Sw8FMP52zkE1nVlZp/G1HQRba/w6G5m3WTGmRnE5sYyxHcIE4Mm4mztLHesh5MkuLELfp8ImiLoPQ86fqD4tnfD8Vg2Ho/F3cGaL18P5Gl/ZZ/6JShTgTafDeFrOHznAD5OviwOXEEjFz+5YxllkRNb2vbevUaJzzMUPLUIyV7ZlzUNjs9m0aFosoo0jGpfhzc71MPasnK0vfcTw28FSCtOZWXoEq5kXaJNtUAmBEzFy85b7lhGWaZcxOnYeCzzElC1GElRx6mKb3t/vZHG6hOlbe+kp315rqU35kp+cSEoklavZVPoJr4M+5JqttX49OlP6Va7m9yxjCvMgP0fQ8Q+qNW2tO31UPaB/2ZKHhN2hBKRms+w1rWYPbCZaHuFMjmfHszKsKXkaHJ41Xckr/i+ofy2N+RzHC4sR7K0I7/Pp5T4DlJ021tYomPV8Vvsu3mXBtXsWT64GU29Klfbez8x/JYjSZLYn7SXTZEbkCT4qNlEBtYdovC2txiHC0uxC/kSg3Mdcof8jLZWJ7lTGXW3oISFh6I5l5BD2zouzOjTmNquyn0TnqBc4VnhzAieQUxODIMaDmJS0CRcbFzkjmXcjd2w/xPQFEKvOdDxQ7BQ7lO7Vm/g0+OxbDgWi5uDNZ+/FkjvpqLtFR5dobaAT8PXcvDO7zRw9GFh4DIauzSRO5ZRFjm3cDo2Hqu0K5Q06EvBU4uRHJR9bvu5hGwWHIwms0jDG+3q8HbHytn23k+5z5CV3N3iNFaELeZK5iVaV2vLxBbT8LJXeNubehmnox9jmRdPcYvXKewwDayVe91SSZLYd/Muq47fQm+QmNizIc+3qinaXuGRafVatoRt4fPQz3G3da8cbW9RJuwfD+F7oWab0rbXU9kH/vCUfCbsCCE8NZ8hrWoyZ1AzXO2t5Y4lVELn08+yMmwJOZocXm74Oq/6jsTaQsH/lgx67EK/xOH8UiRLW/J7r6ek0RDFt71rTsSx90YaDdztWTaoKc28FXzq1yMQw6+JSZLE78n7+CxiHQZJYlyzCQysOwRzMwW/StIV43B+OXYhn2Nwqk3u4J/Q1lb2JZzSC0pYdDiG4PhsWtd2YVZf0fYKZROZHcmMMzOIyolioM9AJrebrPy29+YvpW1vSQE8PRs6jVV82/vZiVusPxaDi501m19tS99myn6jr6BMhdoCNkas40Dyfuo7NmBB26X4ufrLHcsoi9w4nI59glXqJUrq96Gw+2IMDsr+bcf5hGwWHIoho7CE14Lq8E6nethU8rb3fo/1bPn111+zY8cOzMzMaNy4MYsXL8bGxsZU2SqdjOJ0VoQt5lLmBVq5t2FiwDS87WvKHcsoy7QrpW1vbhzFzV+jqOM0JGvlXqNPkiT2h99l5fFbaPUSn/RoyH9ai7b33xJr9v9p9Vo+D/ucz0M/x9XWlfU919O9Tne5YxlXlAW/f1I6/Hq3Km17azSVO5VRkWmlbe+NO/kMalmTuYOa4eag4IZOQcR6/buLGedZEbaYbHUWLzV8jdd8R1WCtncrDueXlLa9vdZS0niY4tvetSfj2BOWRn13O758sRXNn5C2935lHn7v3r3L9u3b+f3337G1tWXcuHHs37+fYcOGmTJfpSBJEgeS97MxYi16Sc/Ypp8wqN5Q5be9F1aUtr0O3uQO+hFtnS5ypzIqo7C07T0Tl02rWs7M6utHHTfR9v5bYs3+v6jsKGYEzyAyO5IBPgOY0m6K8tve8L3w23hQ50HPmdD5I0W3vTq9gU0nb7H2aAwudlZseqUt/ZqLtvffEuv1/xVqC9kUsZ7fk/dRz7EB8zotpomrsl/0mefG43zsE6xSL1JSvxeF3ZdgcFD2v/8Lt3NYcDCa9MISXg2szbud6z9Rbe/9HuuZU6/Xo1arsbS0RK1W4+mp7JO2y0NGcTorbyzlYsY5AtxbMbHFNGo51JY7llGWaVdwOvYJljmxFDd7haJOMxTf9v4ens7K47fQ6A183N2HF9rUEm1vGVT1Nas1aPki7Au2hGzBxcaFtT3W0rNuT7ljGVeUVXqzihu7wLslvP4r1GgmdyqjotIKmLAjhLA7eQwI8Gbe4Oa4i7b3kVX19QpwKeMCK8IWk6XO5AWfV3ij0ZtYWyi4/ZYM/9/2WtiQ//QaSvyeU3TbW6TRse5kPLtDU6nrZsfnL7QioOaT1/ber8zDb40aNRg1ahQ9evTAxsaGzp0706WLsptDU5IkiYN3fufT8LXoJR0fNP2YIfWeU3jbq8bh4krsrm/G4OBF7qDv0dZR9pt6Mv9se0/HZdOypjOz+vlRV7S9ZVLV12x0TjQzzswgIjuC/g36M7XdVFxtXeWOZVzEvtIbVhTnQo8Z0OUjsFDuJZx0egObT8Wx9kgMTraWfPZyG55poew3+ipVVV+vRdoiNkWuZ3/Sr9R1qMf6Tpvxd1X2iz7zvAScjn2CdcoFSuo9Xdr2Oir73/+lxBzmH4wmLb+El9vWZnTnethaKffa4KZS5uE3Ly+Po0ePcvToUZycnBg3bhx79+5l8ODBD/0eCwszXF3luVashYW5yfadrrrLgosLOJNymtYebZjdYQ51neqaZNv3M2VmsztXsPjtfcwyozG0eg1Dr3k42Jj+lZ2pMkuSxK8hqcz/PQK1Vs/Ufn683rE+Fuamf/VsysdZyR51zZaUlBAREVHBKf+fWq02yf51Bh17U/eyM2UnjhaOTPCdQDv3dqTGp5JKqgmSljJVXgCLkjxqXF2JS+Ih1K6NSemyihLXRhAda5Lt/8WUmW/nalh1JoPorBK61nNgTIfquFrmEhGRa5Lt/8WUmZWsLMfYJ8XljIusCFtMpjqDET4vM7LRW4pve23Dvsbx3GIkcyvye66ipMlwRbe9Ko2edafi2BXyV9vbkpa1FH7qlwmVefg9e/YstWvXxt3dHYA+ffpw7do1owtTr5fIzVWVdZePxdXV/rH3LUkSh+8cYEP4GrQGDe/7j2No/eGY683L5e9liszoS3C4uAq7a59hcKhBwcBv0dbtDsVAsTIzZxZpWHI4hpO3smjh7cysfo2p725PQX6xiVL+nUke5zLy8Ki4i4Q/6pq1sbHB31++d1FHREQ89v5jcmKYfWY2EdkRPFP/Gaa2n4qbrZuJEv6dKfICELkfDn8ExdnQfRq2XcfjU05tryky6/QGtpyOY83hBBxtLfn0pTY8G1B+bZfJHucy7ruilOUYW9mpdEVsjviUfUl7qONQl3UdN9HUrbncsYwyz7v9Z9t7npK6PSjssRSDo7Lf6H45MZf5B6NIzS/hpba1eK9z/SrR9t6vzMNvzZo1CQkJobi4GFtbW86dO0fz5sr+R/o4MtUZrLqxjPPpwTR3C2BSwHRqO9SRO5ZRlnev43R0PJY50RT7v0BR51lI5dD2mookSRyMzGDFsViKtXrGPeXDi21qlUvbWxVVpTWrM+j46sZXbAzZiLO1M6u6r6J3vd5yxzJOlQ0HpkDoT1CjBbyyC7wD5E5lVGx6AZ/sCCUkKZdnmnsxf0hzqjsquKGrRKrSegW4mnmZ5WGLSC++y38avMTIxm9jo/S298Z2HM8uQjK3oKDHCtT+IxTf9m44Hc+O6ynUcbVly4iWtKpdddre+5V5+G3ZsiV9+/Zl6NChWFpa4u/vz4gRI0yZTREkSeJwygE23FyDxlDCe/5jGVZ/OBZmCn6VpC/B/tIa7K9uxGDvQd6A7WjqKftNPVlFGpYcieFEbBYtvJ2Y1deP+tWe/FMRKlJVWbOxObHMCJ7Bzayb9K3fl2ntp+Fu6y53LOOi/oB940CVBU9Nga6fgKVy3yCmN0h8fjqOVYejcbC2YP2LrRkQ4K3su1dWMlVlvap0RWyO3Mi+xF+o7VCXtR030dythdyxjDLPT8Tp2ASs75xFU/cpCrovx+Ck7Lb3SlIu8w5Gk5qn5oU2tXi/S9Vre+/3WFd7GDt2LGPHjjVVFsXJLsliVdhSzqafoZlbCya1mE4dR9Of22tKlumhpdftzY6iuMkIirrMQlLwJZwkSeJwVAbLjpa2vWO7NeCltrVF21tOnuQ1qzPo+Prm12y8vhFHK0dWPLWCvvX7yh3LuOIc+GMKhP4Ins3g5R2lV3RQsNj0QibuDOFaYi59m9VgwZAWeDgpuKGrxJ7k9QpwLesKy0MXcbc4jeENXmBU43eV3/be/BbH4AVIZuYU9FiG2v9FRbe9xVo9n56O56drKdR2tWXziJa0rqJt7/2Ue5FIGUmSxNGUQ6wPX0WJvoTRTT7guQYjFN72arC/vBb7Kxsw2Fcn79ltaOo/LXcqo7JVGpYcieV4TCbNvJyY3c+PBqLtFcrgVu4tZgbPJCwzjN71ejO9/XSq2VWTO5Zx0QdL297CdOg2CbpNVHzb++WZOFYcisbe2oK1L7RiUMuaou0VHlmxTsWWyI3sTdxNLfvarOmwkRbuyn7RZ56fjNPxCVgnn0FTpxsFPZZjcKoldyyjribnMv9gNMm5aka0rsn7XRtgV4Xb3vuJ4fe/ZJdks/rGMoLvnqKpazMmBcygrmM9uWMZZZkRVtr2ZkWibjKcws6zkRR+Cae/2t4ijY4Pujbg5cDaWIq2V3hEOoOObTe3sfH6Ruyt7Fn+1HL61e8ndyzjinPhwFQI+R48m8KLP0DN1nKnMupWRiETd4RwNTGX3k1rsHBoczydbOWOJVRCIVnXWBa6kLTiVJ6rP4I3/d7F1kLB/5YkCdub3+Fwdj4ABd2XoG76sqLbXrVWz6dnEvjp6h1qutiy6T8BtK3jKncsRRHD758kSeJY6mHW31xFsV7NO03eZ3iDFypB27sO+yvrMdhVJ+/Zr9HU7yV3KqNyVBqWHo3laHQm/jUcmd0vgIbVHeSOJVRCcXlxzDwzk9DMUHrV7cX0DtOpbldd7ljGxRyGX8dC4V3oOgGemgSWyv01r94g8VVwPMsPRmFrZcGaEa0Y3Eq0vcKjK9YV83nUZ+y5vZOa9rVY3eFTAtxbyR3LqNK2dyLWyafR1O5CQY8VGJyVfROr68l5zDsYRVKumuGtavJB1wbYWyt4jpGJGH6BnJJs1txYwem7J2ji0pTJLWdQz7G+3LGMssi4ifPRj7HMCkft9xyFXeYqvu09Gp3B0iOxFGp0jOlSn1eD6oi2V3hkeoOe7eHb2XBtA3ZWdizrtox+9fspeyBT58GBaXD9W/Dwhxe+g1pt5E5lVFxGIZN2hnL5dg69/D1ZNLQFns4KbugExQrJLm17U1UpDKs/nDcbj8bOUsE3K5IkbMO/xyF4PmaSgYKnFqNu9ori297PghP44codvJ1t+Gx4AIF1XeWOpVhVfvg9kXqUNTdWUKxX8bbfe/ynwYtYmCv4YdFrsb+yHvsr6zDYupPXfyuaBn3kTmVUrkrL0qOxHInOwL+GI7P6BeAr2l6hDOLz4pkZPJOQjBB61unJzI4zld/2xh4pbXsLUqHLeOg+RdFtr8Eg8dXZBJYdiMTG0pxV/2nJ0Na1lP3iQlCkYl0xX0Zv4peEnXjZe7O6/ae0rKbsU3zMC1JK296kk2hqdaag5woMzsq+rGnInTzmHYwmMaeY51t682E3H9H2/gMFT3nlK6ckm7U3V3Iq7Th+Lv5MDphBfacGcscyyiIzHKejH2OVeRN146EUdp2HVE4X7DeVY9EZLDkSS0GJjvc61+e1oNpYWij4FtCCIukNer6N+Jb119ZjY2HDkq5L6N+gv7IHMnUeHJwO176B6n7w5hGo3VbuVEYlZBYxcWcIlxJyeLqJJ4uGtaCGaHuFMgjNvs6y0IWkqO4wpN7zvO33nvLb3ogfcQieh5lBT0G3haibvwpmyj1e3d/2ejnbsHF4C4LqKnsmUIoqOfyeSD3G2psrUOmKeKvxaEb4vKT8tvfqBuwvr0WycSPvmS/Q+Cj7TT25xVqWH43lUFQGTTwd2Tg8AF8P0fYKjy4hL4GZwTO5nnGd7nW6M6vDLDzsPeSOZVzsUfj1w9K2t/NH0H0qWCl3iDQYJL4+m8Cyg5FYWZizYnhLnmsj2l7h0an1ar6M2szuhJ+pYefFqvYbaFVN2af4mBem4HR8EtaJJ9DU6lh6bq+Lst/oHpqSz9wDUSTmFPNcS28+7NYAB2sFzzEKU6UeqdySHNaFr+JE6lEaOzdhcsvpNHBqKHcsoyyyInA68jFWmTdQNxpMYbcFim97j8dksuRIDPlqHe92qscb7eqItld4ZAbJwPab21l3bR3WFtYs6rKIAT4DlD2QqfPh0Ay4ug2qN4Y3D0PtQLlTGXU7q4iJO0O5GJ9NDz8PFg8LwMtFuYO6oFw3skNZFrqQZFUSg+sO450mY7CzVPDlKyUJm8ifcTwzBzODjoKu81G3eF3xbe/ms7f5/koyno42bHi+Be3rKXsmUKIqM/weTTzCwosLKNQWMqrxO7zg8wqWCm97zc+swO30ciQbF/L6bUHTsL/cqYzKLdYy73AI+0JTaezhwIbnW9DIw1HuWEIllJifyJyIOUQWRvJU7aeY1XEWnvaecscyyj7tIhxYDvl3oNNY6DFd8W3v3og8tn1/GktzM5Y9H8DwtrWV/eJCUKQSfQlbozezM/4nPO1qsKLdOtpUV/aLPvPCVBxPTMbm9jE0NdtT0HMlBpf6cscy6kZqadubkF3M0AAvxnbzwdFGwXOMgj3xj1qeJpd1N1dxPPUIjZz9WNFuPT7OSm97I3E6+jEWGWGofQeVtr12yr4968nYTBYdLm173+lYj5HtRdsrPDqDZOD7iO9Ze3UtFliwsMtCBvoMVPZAVlIAh2ZS78pXUM0XRh2EOu3kTmVUYpaKiTtDuBCfzVONPVjyXAu8XRR8PqagWDdzwlgaupDkokQG1h3Ku03GYG+p4FPcJAmbyB1/tr0aCrvMpThgpKLb3hKdgS1nE/j2cjIejjasf645HeoreyZQuid6+D2ddpI1N5ZRoC1gTMD7DKk5Qtltr0GH/dXPsL+0CsnGGd1zX1Pgpezr9uYVa1l5/BZ/RKTTyMOBr94Ioqadgh9jQbES8xOZGTyTq+lX6VqrKy97vEznhp3ljmVc3AnY+yHkJZHl9xLVnl8FVsodIg0GiW8v3GbJH5FYmJnxUafqjBsYpOwXF4IilehL+Cr6c3bG/0h1W4/K0fYWpeF4fDI2t4+i9W5Hfs+VGFyV/Ub3m6n5zD0QTXy2isEtvPjoKdH2msIT+QjmafJYf3MVx1IP4+vciGXt1tK2bgC5uSq5oz2URVYUTsfGY5UegrrhAAqfWoiLdx1QcOZTt7JYdDiG3GItb3esy8j2dfGo5qjox1lQHoNk4IfIH1h7dS2WZpbM7zyfwQ0HExkZKXe0hysphMOz4PKX4N4QRh0kvciZagoefJOyVUzaGcq5uCy6NqrO0ucCyEtNEIOv8MjCc26wNHQBSUWJDKgzmHebfICDlcLb3qhdOJ6ZjZm+hMIucygOGKXotlejM7Dl3G2+uZREdQdr1j3XnI6i7TWZJ274Db57ilVhy8jX5vFGo7d4qeFrim977a5twuHiKiRrR/L6bkLjO0DuVEblq7WsOn6L/eHp+FZ3YO3Q5vjVEOf2Co8uqSCJWcGzuHz3Mp1rdWZOxzl4OXjJHcu4+FOw933ITYIO70PPGWBtDxERcid7IINB4ruLiSz+PQJzMzOWDGvBiKA6mJmZkZcqdzqhMtHoS/g65gt+jvuB6rYeLAtaQ6CHsk/xMS+6i+OJKdgkHEbrHURBz5XoXX3kjmXUzbQC5h6IIj5LxaDmNfi4e0PR9prYE/No5mvy2RC+iiMph2jo1Iil7Vbh69xY7lhGWWRH43R0PFbp1ylp2J+CbouQ7JV9wf4zcaVtb3aRhjc71OXNDnWxEuf2Co/IIBn4KeonVl9ZjYWZBfM6zWOI7xBlt5AlhXBkDlz6HNx9YOQfUK+j3KmMSs5RMXlXKMGxWXTxrc7S5wOo5arcdlpQrojccJaFLuB2YQL96wzkvSZjld/2Ru/G8fQszHRqCjvPojjgTTBX7s0fNDoDX5y/zfaLSbg7WLNmWHM6NxBtb3l4Iobfs3fPsOrGUvI0ubzmO4qXfV/HytxK7lgPZ9Bhd31zadtrZU9+n42U+A5U9K0TC9Q6Vp24xW8379Kwuj0rhzTDv4aT3LGESii5IJlZZ2dxKe0SnWp2Ym6nucpvexPOwJ4xkJsI7d+Dp2eVtr0KJUkS319MZNH+0jZ60dAWvNiujrJfXAiKpNFr2BbzJT/FfUc12+osDVpFkEcHuWMZZVaUjtOJKdgkHELr1ZaCnqvQuyn7je4Rd0vb3luZKgY0q8H47g1xsn0iRjRFqtSPbIE2nw3hazh85wA+Tg1ZHLiCRi5+cscyyiIntvQubXevUeLTj4KnFiMp/IL9wfHZLDoUTVaRhlHt6/Bmh3pYW4q2V3g0BsnAjqgdrLyyEnMzc+Z0nMOwRsOUPZBpiuDIXLi4GdwawMjfoV4nuVMZlZyjYsquMM7EZtLZtxpLhgVQx125g7qgXJG54SwNXcjtwnieqT2A9/zH4mil4FPcJAmbmD04npqJma6Ywk4zKG75tqLbXq3ewBfnE9l2IRE3e2tWD21GF59qcsd64lXa4fd8ejArw5aSo8nhVd+RvOL7hsLbXj1217fgcHEFkqUd+b03UNJosKLb3sISHatP3OLXG3dpUM2e5YOb0dRLtL3Co7tTeIfZwbO5kHaBDt4dmNdpHt6O3nLHMi4huPTc3px4aPcu9JoN1sr9Na8kSfx4KYmF+yMwSBILhjTn5fZ1lf3iQlAkjV7DN7Fb+SHuO9xt3FkcuJL2nso+xcdMlVHa9sYfRFujNQVPr0bv5it3LKMi7xYw90A0sZlFPNvUk/E9GuJsq+A55glS6YbfQm0Bn4av5eCd32ng6MPCwGU0dmkidyyjLHJulV7JIe0KJQ36lra9Dsq+YP+5hGwWHIwms0jDG+3q8HZH0fYKj06SJHZE72Dl5ZUAzOo4i+cbPa/sgUxTBEfnwYXN4FYP3tgP9bvIncqolNxiJu8K5XRMJh19qrHsedH2CmUTnRfJ0pAFxBfG0a/2s4zxH4ujlYJLD0nCJvZXHE/NwEyrorDjNIpbvav4tnfr+US+upiEm50VK4c0o1tD0fZWpEo1/J5PP8vKsCXkaHJ4ueHrvOo7EmsLa7ljPZxBj13IFzhcWIZkaUt+r3WUNB6q+LZ3zYk49t5Io4G7PcsGNaWZt7PcsYRKKKUwhdlnZ3M+9Tztvdszr9M8ajrWlDuWcbfPwd4xkB0H7d6BXnMU3/b+fDmJBb9FoDNIzB/cjJfb18PcXLnPMYIyaQ1avon9iu9vfYObtRuLAlfQwVPZp/iYqTJxOjkVm7g/0Hq2Km173RvJHcuoqPRC5h6IIiajiGf8PfmkR0Nc7ETbW9EqxfBbqC1gY8Q6DiTvp55jAxa0XYqfq7/csYyyyI0rvZJD2mVK6vemsPsSDA415I5l1PmEbBYciiGjsITXgurwTqd62Ii2V3hEkiSxM2YnKy+vxCAZmNlhJsMbD1d426uCY/Ph/GfgWgde3wcNusmdyqjUvGKm7ArjZHQG7Ru4s/z5ltStJtpe4dFF50WxLHQBcQW36FurP2OajsXJStmlh03MPhxPTcNMU0RhhykUtx4NCr6sqU5v4KsLSXx5IRFXOytWDG7GU76i7ZWLcv+l/OlixnlWhC0mW53FSw1f4zXfUcpve0O34nB+yZ9t7xpKGj+n+LZ37ck49oSlUd/dji9fbEVz0fYKZZBamMrss7M5l3qOdl7tmNtpLrWdassdy7jEC7DnPci+BUFvQa+5YKPcN/VIksSOK8nM3xeOziAxd1AzXu0g2l7h0WkNWr6L3ca3t7bhZu3GwrbL6VhD2XdVNCvOwunkNGxu7Ufr2bL0Sg7VlP1G9+g/297ojCL6NvFgQk9fXEXbK6vHGn7z8/OZMWMG0dHRmJmZsWjRIlq3bm2SYIXaQjZFrOf35H3Uc6zP3E6L8XdtapJtlxfz3Hicj32CVepFSuo9TWGPpRgUfgmnC7dzWHAwmvTCEl4NrM07nepha6Xcc6WEx1Nea1aSJHbH7Gb55eUYJAPT20/nP37/wVzBd1BCWwzHFsC5T8GlDrz2K/g8JXcqo9Ly1EzdHcrxqAza1Xdn+fAA6lVT7mkZwuMpz2NsbH40S0MWcqsght61+vG+/0c4Wyu79LCO/Q2nk9Mw0xRQ1H4yqjbvKb7t/fpiEl+eT8TZ1pLlg5rSvZGyr+VfVTzWv5qFCxfStWtX1q1bh0ajQa1WmyTUpYwLrAhbTJY6kxd8XuGNRm9ibWFjkm2XC8nw/22vuTX5T6+mxO95Rbe9RRod607Gszs0lbpudnz+QisCair7iU94fOWxZtOK0phzdg7BKcEE1ghkXud51HGqY4K05SjpYmnbmxULgaOg9zywUe6beiRJYtfVO8zddxOt3sDsgU15vWN90fY+4cpjvf7V9n53axsu1q7Mb7uUzjW6miBt+TErzsbx1HRsY/eh9Qig4OlV6Ksp+43usRlFzD0QRWR6IX38PJjY0xdXe9H2KkWZh9/CwkIuXbrEkiVLALC2tsba+vFORyjSFrEpcj37k36lrkM91nXcRFO35o+1zfJmnpeA07FPsE65QEndHhT2WIZB4Zdwung7hwWHoknLL+HltrUZ3Vm0vVWBqdesJEnsid3DskvL0Et6prabygtNXlB+23t8YWnb61wLXt0DDXvIncqou/lqpu4O41hkOkH13Vj2fEsaVBdt75OuPI6xt/JjWBq6gNj8GHrV7MMHTccrv+29tb+07S3Jp6j9RFStx4CFcodInUFi+8UkPj93GycbS5YOakpP0fYqTpmH36SkJNzd3Zk6dSqRkZE0a9aM6dOnY29f9jdcLAmdx9m7Zxjh8zJvNHoLG4W3vbZhX+N4bjGSuSX5PVdS0uQ/im57VRo9607FsSvkr7a3JS1rucgdS6ggpl6z++P3M+vsLNp4tmFB5wXUcVZ425t8ubTtzYyGtm9A7/lgq9wDvyRJ7P6z7S3RGZg5oClvdKqPhWh7qwRTr9dCbQHvn30bB0sH5rVZTBcvZZ/iY1acjePpmdjG7EVbvTkFg35AX13Zpz7GZhYx70AUEXcL6dXYg0lPN8TNXsHvUarCzCRJksryjWFhYYwYMYIffviBli1bsmDBAhwdHfnoo48e+j0GgwG9/uG7u5l1A3MzC/zdTX8lBwsLc/R6g2k2lpOAxW8fYp4YjMGnJ/pn14Cz6d/UY8rM5+OymPrLDe7kFfNGx3p8/HRj7KxN3/aa9HGuIHJmtqrAxv1R1+z169exsXn4C9BcbS6xhbG0cW1TLm2vWq3G1tb2sbdjpi+h+o3PqRb1PTo7D1KDplHk1d4ECf/OVHkBslU61p3L5EKyiqYeNnzc2YPaLqY/iJoyc0WRO7O/f8Vcaagsx1itVk9uruqBn5MkidNpJ2hZrQ0u1souPazj/sDpxFTMSnJRBY5D1eYDxbe931wqbXsdrC2Z/LQvvfyUfefWqsLD48Gns5W5+fXy8sLLy4uWLVsC0K9fP7Zs2WL0e/R66aELE6CWhQ+A0a8pK1dX+8ffrmTA9sZ2HM8uQjK3oKDHctT+L4DBDBSaWaXRs+F0PDuup1DH1ZYt/2lJq9oulKhKKDF9ZNM8zhVMzswPW5jl4VHXrI2NzT8e6DtSfnd9ioiIePxBI/nKn21vFLR5Das+C6hrWz4HflPklSSJPdfvMOe3cNRaPTOe9Wdk5wbl1vaa5DGuYHJmjoiIqLB9leUYa4yZmRndvJV9io+ZOgfHUzOxjdmDtnozCgZ9r/i2Ny6riLkHoglPK6BX4+pMetpXtL2VQJmHXw8PD7y8vIiLi8PHx4dz587RsGFDU2ZTFPP8xNJze++cQ1PnKQp6LMfgpOwL9l9JymXewWhS89S80KYW73epL87trcKq1JrVlcCJxRC8Fpy84ZVd4NtL7lRGpReomf7LDQ6H36V1XVdWDG9JQw/lXnJNKF9Var0C1nEHcToxBbOSHIqCxqNq+6Hi297vLiez+WwC9lYWLBrgT2/R9lYaj3W1h5kzZzJhwgS0Wi116tRh8eLFpsqlHJIB25vf4hi8AMnMnILuS1E3fUnR5/YWa/V8ejqen66lUMvFlk0jAmhT21XuWIICVIk1e+cK7BkDGZHQ+hXouwjKqe01BUmS+DUkhdm/3kSl0TOtfxPe7OIjzu0VqsR6NVPn4Hh6NrbRu9FV8yd/4LfoPZrJHcuo+CwVcw9EcTOtgJ6NqjO5ly/uou2tVB5r+PX392f37t2myqI45vlJOB2bgPWdYDS1u1LQcwUGp1pyxzLqanIu8w9Gk5yrZkTrmrzftQF2ou0V/vREr1ldCZxcCmfWgKMnvLwTGvWWO5VRGQUlzNgTxsGbd2lVp7Tt9fUUba9Q6oler4B1/GEcT0zGXJ1NUeBHqALHgoJvYqW/r+21s7Jg4bNN6O3noey7VwoPpNyrQ8tJkrC9+R0OZ+cDUPDUEtTNXlZ026vW6vn0TAI/Xb2Dt4stm/4TQNs6rnLHEoSKkXKttO1ND4dWL5e2vXaucqd6KEmS2Beayuy9NyjS6JnyTBPe7iraXqFqMFPn4nhmDrZRO9FVa0LugG3oPFrIHcuohCwV8w5GEZZaQHffakzp1YhqDsod1AXjxPD7X8zzk3E6PhHr5NNoancpPbdX4Zdwup6cx7yDUSTlqhneqiYfdG2AfTlcyUEQFEengVPL4PSq0rb3pZ+hcV+5UxmVWVjCzD03+ONGGi3ruLLi+QAa1VDuDTYEwZSsE47ieGIS5qpMigLHoQocp/i29/sryWwKLm175/dvQt8mou2t7MTw+xdJwjb8exyC52MmGSh4ajHqZq8ovu39LDiBH67cwdvZhs+GBxBY11XuWIJQMVKu/9n23oSWL0K/xWDnJncqo34LTWHW3psUqnVM6ufHO119sLRQ8E1BBMFEzErycDwzF9vIn9G5+5Hb/yt0ngFyxzLqdraKuQeiCUvN56mG1ZjSuxHVRdv7RBDDL2BekFLa9iadRFOrU+m5vc515Y5lVMidPOYdjCYxp5jnWnoztpuPaHuFqkGngdMr4PRKsK8OL/4Ifs/IncqorMISZu29yf6wVAJqu7BieEsai7ZXqCKsbx/D8fgkzFUZFLX9EFXQR6Dgm1jpDRI/Xr3DZ8EJ2FiaM/cZP57x9xRt7xOkag+/koRtxI84BM/DzKCjoNtC1M1fBQXfnlWt1bMp+DbfX0nGy9mGjcNbEFRX2W2XIJhMamhp23s3DAJGQL8lYO8udyqjfg9LZeaeG+SrtUzs68e73UTbK1QNZiX5OATPxS7iJ3Rujcnt/yU6z5ZyxzIqMaeYeQeiCEnJp6uPO9N6N6K6o3IHdaFsquzwa16YgtPxSVgnnkBTswMFPVdicKkndyyjQlPymXcgits5xQwL8GbsUw1wsK6yP0KhKtFrS5veU8vBvhq88AM06S93KqOyizTM2nuD30JTaVHLhe+Hd8DPS7S9QtVglXgCp+MTMS+6i6rNBxS1+1jRba9BKm17N55JwNrCnDn9/OjfVLS9T6qqNzlJEjaRP+N4Zi5mBi0FXeejbvG6otveEp2BzcEJfHclGU9HGzY834L29UTbK1QRaWGld2lLC4MWw+GZZYpvew/cSGXGnhvkFWv5pHdjRndviJVoe4UqwExTgEPwPOzCf0Dn1ojc57agq9Fa7lhGJeUUM/9gFNfu5NPlz7bXQ7S9T7QqNfyaF6bieGIyNrePofFuT8HTKzG41Jc7llE3UvOZeyCKhOxihrTwYtxTPjjaVKkfm1BVGXRwclnpf3auMOI78B8gdyqjcoo0zPr1JvtCUmhW05lv3myPv7ez3LEEoUJYJZ78s+1NQ9VmDEVB48HSVu5YD2WQJH6+lsKG0/FYWZgxq29jBjSrIdreKqBqTFGShFnoD7gdnIqZQUNhl7kUB4xUfNu77GAUXwbH4+Fow/rnmtOhvrLbLkEwmbs3qX/kTciJgubPQ//lim97zyYW8dmuU+SqNHzcqzFjeoi2V6gaStve+diFf4/OzZfcYb+g82ordyyjknOLmXcwmmvJeXRq4Mb03o3xdBJtb1XxxA+/5kVpOB6fjOXto2i925HfcyUG1wZyxzLqZloBc/+IIj5bxeAWXnwk2l6hqtDrIHg1nFiKlZUj/OcbaDpI7lRG5RRpmLPvJnuv36WptzPbR7WjaU3R9gpVg1XSaZyOTcC8KBVV69EUtfsELO3kjvVQBkli5/UU1p+Kx8LcjJl9GzNQtL1VzpM7UUkSNtG7cDw9GzN9CfreC8n1fQXMlXs5MI3OwJZzt/nmUhLVHaz58rW2BHg4yB1LECrG3fDSc3tTr0OzYcQ1eofGTTvKncqow+F3mfZLGDlFGl5p6cbs/3QQba9QJZhpCnE4uwC7m9+ic/WpNG3vgkPRXEnKo0N9N6b3boSXs3JPyxDKzxM5/JoX3cXxxBRsEg6j9Qqk4OlVONVvDrkquaM9VHhaAXMPRBGXpWJQ8xp83L0htWs4k6vgzIJgEnodnF0LJ5aAjRMM3wbNhqCPiJA72UPlqjTM3RfOL9fu0MTLia9HBmGelyIGX6FKsEoOxunYJ5gX3EHV6l2K2k9QfNu7KySV9afiMDczY0afRgxq7iXa3irsyRp+JQmb6F9wPD0TM52aws6zKA54U/Ft7xfnb7P9YhLuDtasGdqczj7KPrdREEwmPbK07U25Ck2HwLMrwaG63KmMOhpxl6m7w8gu0jD26UZ80MMXa0tzIvJS5I4mCOVLU4TjuUXY3diGzqUBucN2o/MOkjuVUSl5auYfjOJyUh7t67kyo09j0fYKT87wa1aUjtPJqdjEH0Tr1ZaCnqvQuzWUO5ZRkXcLmHMgiluZKgY0q8H47g1xsn1ifiSC8HB6HZxbD8cXlba9z38FzYfJncqoPJWWub/dZPfV0rZ36xtBNK/lIncsQagQVnfOlp7bm5+EquXbFLWfBFbKbXslSWJ3aCrrTsZjZgbTejdiSAvR9gqlKv+kJUnYxOzF8dQMzHTFFHaaQXHLtxXd9mr1Br44n8i2C4m42VuzemgzuvhUkzuWIFSMjKjStvfOFfAfBM+uAkcPuVMZdTwynSm7Q8ks1PBhT18+7NkIa0txioNQBWhVpW1v2NfoXOqTO3QXuprt5E5lVGq+mvkHo7mUmEu7uq7M7CvaXuHvKvXwa6bKKG174w6grdGagqdXo3fzlTuWUZF3C5h7IJrYzCKeberJ+B4Ncba1kjuWIJQ/gx7O/tn2WjvAc19C8+dAwU1MXrGW+b+Fs/NKMo1rOPLFa0G0qC3aXqFqsLpz7s+2NxFVwJsUdZii+Lb3l9BU1p6MB2BqL1+GBniLtlf4H5Vz+JUkbGL34XhqOmZaFYUdp1Hc6l3Ft71bzyfy1cUkXO2sWDmkGd0airZXqCIyomHvGEi+BE0GwIDV4OgpdyqjTkSlM2VXGBmFJbzfoyFjn26EjaVyn2MEwWS0KhzOL8E+dCt653rkDd2BtmYHuVMZlZavZsGhaC7cziWwrisz+zSmpotoe4UHq3TDr5kqE6dT07C59Ttaz1YUPL0KvXtjuWMZFZVeyNwDUcRkFPGMvyef9GiIi51oe4UqwKCHc5/CsQVgbQ/DvoAWzyu67c1Xa1nwWzg/X06mkacjW15rS0BtV7ljCUKFsEq5gNPR8Vjk30bVYiRFHaeClb3csR5KkiT2hKWx9mQcBkli8tO+DGvpjbmCn2ME+VWq4dc69jecTk7DTFNIYYcpFLceDebK/Svo9Aa+upDElxcScbG1ZMXgpjzlq+x3sguCyWTGlp7bm3wR/J4tbXudasidyqhT0RlM3hXK3Xw1Y7o3ZFwv0fYKVYS2GIcLS7EL+RKDc11yh+xAW0vZ19lOy1ez8HAM5xNyCKzjwoy+janlotzTMgTlUO7keB+z4iwcT07H9tZvaD1bll7JoZqf3LGMiskoZO6BaKLSC+nbxIMJPX1xFW2vUBUY9HD+Mzg2HyxtYegWCPiPotveArWWhfsj+PFSEr6ejuwe05lWdVzljiUIFcIy9RJOR8djmRdPcYvXKewwrfS8fIWSJIlfb6Sx+kQceoPExJ6+PN9KtL3Cv6f44df61v7Strckn6L2k1G1eU/xbe/XF5P48nwizraWLB/UlO6NRNsrVBFZt2DPGEg6D42fgYFrwMlL7lRGnY7JYPLOUNLy1Yx+qiEf9WqErZVoe4UqQFeMw/nl2IV8jsGpNrmDf0Jbu7PcqYy6W1DCwkPRnEvIoU1tF2b2bUxtV9H2Co/msadIvV7Pc889R40aNdi8ebMpMgFgVpyN46kZ2Mb+itYjgILBP6Gv1sRk2y8PsRlFzD0QRWR6IX38PJjY0xdXe9H2CspRXusVgwEubIKj88DSGoZuhoARim57C0t0LNwfwQ8XE2no4cDO9zrRpq6b3LEE4W/Ka81apl7G6dh4LHPjKG7+GoUdpyu+7d138y6rT9xCp5eY2LMhz7eqKdpeoUwee/jdvn07DRs2pLCw0BR5ALC+9fufbW8eRe0nomo9BiyUO0TqDBLbLybx+bnbONlYsnRQU3qKtldQoPJYr2Tdgr0fQOJZaNQXBq4FZ2/Tbb8cnInJZPKuUFLzinm3mw8f924s2l5BkUy+ZnXFOFxYgd31LRicalWKtje9oIRFh2MIjs+mdS1nZvXzE22v8Fge6yrtaWlpnDhxgueff94kYczUOTgdeh+XA++gd/AiZ/h+VIHjFD343sosYtT31/gsOIHuvtX56Y22YvAVFMnU6xWDAc5vgs86w92bMOQzeOknRQ++hSU6pv8SxitfXsDG0pwdozsxtb+/GHwFRTL1mrVMu4LbT/2wv74ZdbNXyHnhiKIHX0mS+O1mGi9su8LlpFw+6dGQTSNaisFXeGyP1fwuWrSIiRMnUlRUZJIwTkfHY514nKJ2n6Bq84Gih16dQeKbS6Vtr4O1JUsG+vN0Y2XfpUqo2ky9Xgn9CQ5MBt/eMGgdONc0zXbLydlbmUzaGcqd3GLe7tqAT/r4iaFXUDRTrlmzkjxcf3keg70nuYN+QFunqwkSlp+MwtK290xcNq1qOTOzrx913cTQK5hGmYff48eP4+7uTvPmzblw4cK/+h4LCzNcXY1cL7D3bHQWC7Cu1gjrsgZ76L7Nje/7EcSkFzJldxihd/Lo16wGcwY0pZqjjUm2fT9TZq4oIrMylWW9lpSUEBER8dDPm9MA2+6fovJsA3fySv8zIbVabXT//1ax1sDWK9n8FpVPLWcrlverSTNPM+Jjo02Q8v+ZKm9FEpmVqyxr1hjJxoW8Z79G59UGydrJBAnLhyRJ/BGRzopjt9DoDXzc3YcRrWthYS7O7RVMx0ySJKks37hy5Ur27t2LpaUlJSUlFBYW0rt3b1asWPHQ79Fq9eTmqsoc9nG4uto/9r51BonvLiez+WwC9lYWTO7ViN5+5df2miJzRROZH42HR8UchMqyXiMiIvD396+QfOW1/3O3spi0K4TknGJGdW7AhD5+2FmXT9sr9+NVFiKzcvdd2Y6xppBZWMLiI7GcupVFQE1nZvVtTD33J7uYEMrXw46xZR5+73fhwgW2bt36j+9ErczDb3yWirkHoriZVkDPRtWZ3MsXd3tT99N/JwbJilEVht/7/dv1Kvdg9Dj7V2l0LP0jkm3nblO/mj3Lh7ckqL67iRP+ndyPV1mIzJVj35XhGPs4JEniQGRp21uiM/Be5/q80Ea0vcLje9gxVrkXzFUIvUHi+yvJbApOwM7KgoXPNqG3nwdm4vIqgqBIF+KymLgzlKQcFSM712dS3ybl1vYKgvB4Mos0LD0Sw4nYLFp4OzGrnx/1RdsrlDOTDL/t27enffv2ptiUoiRkqZh3MIqw1AK6+1ZjSq9GVHMo37ZXEMrbk7peVRodyw5E8fXZBOq62/Pj2x1o71NN7liC8NiexDUrSRKHIjNYfiyWYq2esd0a8FLb2qLtFSqEaH4fQG+Q+OHqHT47E4+tlQXz+zehbxPR9gqCUl2Mz2bizhBuZ6l4o1N9JvXzw95aPL0JghJlFWlY8mfb29zbidl9/ahfTbS9QsURR4f/cjtbxbyD0YSm5PNUw2pM6d2I6qLtFQRFKtboWX4wiq/OxlPbzY4f3u5Ax4ai7RUEJZIkicNRGSw7Wtr2fti1AS8HirZXqHhi+P2T3iDx07U7bDyTgI2lOXOf8eMZf0/R9gqCQl1OyGbizlDiM4t4rWM9JvdrgoONeEoTBCXKVmlYeiSWYzGZNPNyYla/xvhUU+7tlIUnmzhSAIk5xcw7EEVISj5dfdyZ1rsR1cvhur2CIDw+tVbPioNRfBkcTy1XO75/uz2dGoq7KgqCUh2JymDp0ViKNDre71KfV4LqYCnaXkFGVXr4NUgSP11L4dPT8VhbmDOnnx/9m4q2VxCU6srtbCbuCCUus4hXOtRl6jP+ou0VBIXKUWlYdjSWI9GZ+NdwZHa/ABpWF22vIL8qe9RIyilm/sEort3Jp8ufba+HaHsFQZHUWj2rDkfz+ek4arrY8f1b7enkK9peQVCqY9EZLDkSS0GJjjFd6vOqaHsFBalyw69Bkvj5WgobTsdjZWHGrL6NGdCshmh7BUGhribmMGFHCHEZRbzUvi7T+vvjKNpeQVCkXJWWZcdiORyVgX8NRzb2C8BXtL2CwlSpI0hybjHzDkZzLTmPTg3cmN67MZ5Oou0VBCXS6A0s/j2Cz0/H4e1ix7dvtqdLI9H2CoJSHY/JZMmRGPLVOkZ3rsfrQXWwtDCXO5Yg/I8qMfwaJIlvzt9m2cEoLMzNmNmnMQObi7ZXEJTqWmIOY/fdISlPy4vt6jCtvz9OtlZyxxIE4QFyi7WsOBbLwcgM/Dwd2fB8Cxp5OModSxAe6okffu/kFTP/YDRXkvLoUN+N6b0b4eVsK3csQRAeQK3Vs+ZIDFtO3aKavQXbR7WjW2MPuWMJgvAQJ2MzWXQ4hjy1jnc61WNkO9H2Csr3xA6/BkliV0gq60/FYW5mxqIhzenl4ybaXkFQqJCkXCbsCCEmvZAXgurwvK8FgWLwFQRFyivWsuL4LQ5EpNPYw4H1z7Wgsadoe4XK4YkcflPy1Mw/GMXlpDza13NlRp/GNKnrTm6uSu5ogiD8lxKdnrVHYth8Kg5PJxu+HhlEdz9PIiIi5I4mCMIDnIzNYvGRGHKLtbzTsR4j24u2V6hcnqjhV5Ikdoemsu5kPGZmMK13I4a08BJtryAoVGhyadsbfbeQ/wTWZsaApjiLc3sFQZHy1VpWHr/F7+HpNPJwYO2w5viJtleohJ6Y4Tc1X838g9FcSsylXV1XZvRtjLc4t1cQFKlEp2f90Vg+O3mL6o7WfPVGED2aeModSxCEhzh9K4tFh2PIKdbyVoe6jOpQFyvR9gqVVKUffiVJ4pewNNaeiANgai9fhgZ4i7ZXEBTqxp08Pvk5hKi7BTzftjYzBzTFxU60vYKgRAVqHStP3GL/zbv4Vndg9dBmNKnhJHcsQXgslXr4TctXs+BQNBdu5xJY15WZfRpT00W0vYKgRBqdgfXHYth44hbVHKzZ+kYgPZvUkDuWIAgPERyXzcLD0WQXaRjVoS5vibZXeEJUyuFXkiT2hqWx5mQcBkli8tO+DGvpjbloewVBkW7cyWPCjhAi0woY1qYWswc0w8VetL2CoEQFah2rT9xi3827+FSzZ+WQZviLtld4glS64TctX83CwzGcT8ghsI4LM/o2ppaLndyxBEF4AI3OwIbjsWw8HoubgzVfvBZIr6ai7RUEpTobn83CQ9FkFWkY2b4Ob3Woh7WlaHuFJ0ulGX4lSeLXG2msPhGH3iAxsacvz7cSba8gKFV4Sj6f7AghIjWfoa1rMXtgU1ztreWOJQjCAxSWlLa9v964S4Nq9iwf3IymXqLtFZ5MlWL4vVtQwsJD0ZxLyKFNbRdm9m1MbVfR9gqCEmn1Bj49HsuGY7G42luz5dW29GnmJXcsQRAe4nxCNvMPRpNZpOGNdnV4u6Noe4Unm6KHX0mS2HfzLqtP3EKnl5jQoyHDW9cUba8gKFREaj4TdoRwMyWfwa1qMmdgM9wcRNsrCEpUWKJjzck49oal0cDdnmWDmtLM21nuWIJQ7so8/KampjJp0iQyMzMxNzfnP//5D6+//rrJgqUXlLDocAzB8dm0ruXMrH5+ou0VhMdQnmtWqzfw2YlbrD8Wg4udFZtfbUtf0fYKQpmV9zH2QkIO8w9Fk1FYwmtBdXinUz1sRNsrVBFlHn4tLCyYMmUKzZo1o7CwkOeee47OnTvj6+v7WIEkSWJ/+F1WHY9DozfwSY+G/Ee0vYLw2MprzUamlba9N+7kM7BlTeYOaoa7aHsF4bGU13ot0uhYezKOX0LTqO9uxxcvtKJFTdH2ClVLmYdfT09PPD1L78jk6OiIj48Pd+/efayFmVFY2vaeicumVS1nZvb1o66baHsFwRRMvWZ1egObTt5i7dEYnG2t2PRKG/o19zZlZEGossrjGHvxdg4LDkVzt6CEVwNr806nethaWZgqsiBUGiY55zc5OZmIiAhatmz5WNtZdDiGS4m5fNzdhxGta2FhLtpeQSgPplizv1y7w4pD0Twb4M28Qc2o5mhjwoSCIPzFFOu1QK1j7O4b1HKx5fMXWhEg2l6hCjOTJEl6nA0UFRXx6quvMnr0aPr06WP0aw0GA3r9w3eXkFWEtYU5Ncvh3F4LC3P0eoPJt1ueROaKIWdmKxlal3+7Zq9fv46NzcMH2iKNgTv5WhpXL5+hV61WY2tbee7YWNnygshcFv7+/hW6v0c5xmq1enJzVQ/9fMidPPw8HUXbK1QZHh4PvlzfYzW/Wq2WsWPHMnDgwH9clAB6vWR0YbpamAHGv6asXF3ty2W75UlkrhhyZn7Ywiwvj7JmbWxs/vFAH2jKcP8lIiKiwgeNx1HZ8oLIXJZ9V6RHPcb+k5a1XEyQShAqvzK/tVOSJKZPn46Pjw8jR440ZSZBEMqBWLOCUHmI9SoI5afMw++VK1fYu3cv58+fZ/DgwQwePJiTJ0+aMpsgCCYk1qwgVB5ivQpC+SnzaQ+BgYFERUWZMosgCOVIrFlBqDzEehWE8iOuaC0IgiAIgiBUGWL4FQRBEARBEKoMMfwKgiAIgiAIVYYYfgVBEARBEIQq47FvciEIwpPpn25yIQhVTUlJCa1atZI7hiAIj0kMv4IgCIIgCEKVIU57EARBEARBEKoMMfwKgiAIgiAIVYYYfgVBEARBEIQqQwy/giAIgiAIQpUhhl9BEARBEAShynjih9/U1FReffVVnnnmGZ599lm2bdsmd6R/Ra/XM2TIEN599125o/wr+fn5jB07ln79+vHMM89w7do1uSP9o6+//ppnn32WAQMGMH78eEpKSuSOVOVV1vUKYs2WN7FelamyrlmxXsufktfsEz/8WlhYMGXKFP744w9++uknvv/+e2JjY+WO9Y+2b99Ow4YN5Y7xry1cuJCuXbty4MAB9u7dq/jsd+/eZfv27ezatYvffvsNvV7P/v375Y5V5VXW9QpizZYnsV6Vq7KuWbFey5fS1+wTP/x6enrSrFkzABwdHfHx8eHu3bsypzIuLS2NEydO8Pzzz8sd5V8pLCzk0qVL9/JaW1vj7Owsc6p/ptfrUavV6HQ61Go1np6eckeq8irjegWxZiuCWK/KVBnXrFivFUPJa/aJH37vl5ycTEREBC1btpQ7ilGLFi1i4sSJmJtXjh9PUlIS7u7uTJ06lSFDhjB9+nRUKpXcsYyqUaMGo0aNokePHnTp0gVHR0e6dOkidyzhPpVlvYJYs+VNrNfKobKsWbFey5/S12zl+MmbQFFREWPHjmXatGk4OjrKHeehjh8/jru7O82bN5c7yr+m0+kIDw/nxRdfZM+ePdjZ2bFlyxa5YxmVl5fH0aNHOXr0KKdPn6a4uJi9e/fKHUv4U2VZryDWbEUQ61X5KsuaFeu1Yih9zVaJ4Ver1TJ27FgGDhxInz595I5j1NWrVzl27Bg9e/Zk/PjxnD9/ngkTJsgdyygvLy+8vLzuvdrv168f4eHhMqcy7uzZs9SuXRt3d3esrKzo06dPpXgDQVVQmdYriDVbEcR6VbbKtGbFeq0YSl+zT/zwK0kS06dPx8fHh5EjR8od5x998sknnDp1imPHjrFq1So6dOjAihUr5I5llIeHB15eXsTFxQFw7tw5xZ+MX7NmTUJCQiguLkaSpEqRuSqobOsVxJqtCGK9KldlW7NivVYMpa9ZS7kDlLcrV66wd+9eGjduzODBgwEYP348Tz31lMzJniwzZ85kwoQJaLVa6tSpw+LFi+WOZFTLli3p27cvQ4cOxdLSEn9/f0aMGCF3rCpPrNeKU5nWrFivyiXWbMWoTOsVlL9mzSRJkuQOIQiCIAiCIAgV4Yk/7UEQBEEQBEEQ/iKGX0EQBEEQBKHKEMOvIAiCIAiCUGWI4VcQBEEQBEGoMsTwKwiCIAiCIFQZYvgVBEEQBEEQqgwx/AqCIAiCIAhVhhh+n2B+fn7cvn37gZ/79ddfGTVqVAUnEgThfikpKbRu3Rq9Xm/06y5cuEC3bt0qKJUgCKZkMBhM+nXC4xPDbxU1aNAgtm7deu/PxgZlQRBMp2fPnpw9exYovQXotWvXsLCwkDmVIFQ9mZmZ6HS6e38ODg4mNjb2X31veHg4Y8eOpaSkxOjXHTx4kHfeeQeNRoNarX7g1+Tm5hIZGcmcOXP47rvvuHTpEtnZ2Rw4cIDXXnvtH18cC4/uib+9sSAIgiAIwn/btGkTGRkZrF27FoDly5fTunVrOnfuDJQ2sTVq1GDmzJlYWpaOS7a2tnz//feEhYXh4uKCjY3NQ7cfGhrKtm3bWLNmDdbW1nz44Yf4+Pgwbtw4zM3/v3uMiIhg8+bNNGvWDBcXF6ZPn862bdtITEykfv364sVxORDNbyW0a9cuRo8efe/PvXv3Zty4cff+/NRTTxEREQHA2bNn6dOnD0FBQcydO5e/7ma9e/duXnzxRQBefvllAAYPHkzr1q35/fffATh+/DiDBw8mMDCQF154gcjIyAr5+wnCk2rixImkpKQwevRoWrduzeeff46fn9+99ik3N5epU6fSpUsXgoKCGDNmzAO3s337dvr3709aWhrZ2dm8++67BAYG0q5dO1566SXx61NB+Ad6vZ7Dhw/z1ltvIUkSZ86cISYmBltbW0JDQ5k4cSIXL17Ex8eHDRs2sGnTJhYvXkxycjIAR44cYf/+/XTu3JnOnTvTunXre58DWLRoEW+88Qb5+fm89957DB06lNu3b/P1118zZcqUv2WpV68eH374IWZmZhQXFzNp0iTc3Ny4evUqCQkJLFy4kLlz5xIXF1ehj9GTTDS/lVC7du1YvHgxBoPh3q9trl69CkBSUhIqlQo/Pz8ATpw4wc6dOyksLGTYsGH06NHjf84d/O677/Dz82Pv3r3Uq1cPgJs3bzJt2jQ2bdpE8+bN+fXXXxkzZgwHDhzA2tq6Yv/CgvCEWL58OVeuXGHBggV06tSJ5ORkVqxYce/zkyZNwt7env3792Nvb8+1a9f+ZxuffvopR44c4dtvv8Xd3Z2VK1dSo0YNzp07B0BISAhmZmYV9ncShMrojz/+wMvLi9OnT7Nv3z6OHj3KtGnTOH/+PK6urrz55pt88MEHADg5OQGg0+mwsbEhKioKlUrF1atX2bVrFydPnmT58uX32mGAIUOGMHToUH7++Wfs7e356KOPsLKyoqSkhPDw8L9lmTVrFunp6cTExODj44OjoyM3btzg6tWrfPzxx5w8eRInJyfs7e0r7gF6wonhtxKqU6cODg4OREREkJCQQJcuXYiIiODWrVtcv36dtm3b3vuVyttvv42zszPOzs60b9+eyMjIf/XGmZ9//pkRI0bQsmVLAIYOHcqmTZu4fv067dq1K9e/nyBURenp6Zw6dYoLFy7g4uIC8Le1JkkSixcvJjQ0lO3bt987IFtaWpKRkUFKSgr16tUjMDBQlvyCUFlkZ2ezdOlS6tevj6WlJS4uLsyfPx+VSsXNmzdRqVQMGDCA48eP06JFC1xdXbG0tESj0WBra8ucOXNwdHQEID8/H09Pz3unP6SlpfH666/j6uqKubk5MTEx1KtXj1GjRqHVarGwsECn05GXl8ePP/6Iq6srq1evZuLEiTRo0AB/f39u3bpF9erV6devHy+++CJRUVH06NEDLy8vOR+2J4oYfiupoKAgLl68yO3btwkKCsLJyYlLly79z3Dq4eFx7//t7OwoKir6V9tPSUlhz549fPvtt/c+ptVqSU9PN91fQhCEe9LS0nBxcbk3+P63goICfv75Z1avXn1v8AV488032bBhw72rt4wYMYJ33nmnQjILQmV05swZ2rVrd+94lpOTw9SpU/H392fFihUkJCSQnJzM/PnzWbJkCVOmTCE3Nxdzc3OaNm1Ku3bt+Oabb9BqtaSmplK7du172/b09GTv3r0UFBQwfvx4vvrqKzw8PLh48SIGg4Fjx46xaNEirKyssLa2Ji0tjenTpzN+/Hh27dpFo0aNqFu3Lrt27cLHx4eIiAhiYmIYOXKkXA/XE0kMv5VUu3btOHbsGHfu3GH06NE4Ozuzb98+rl27du8c3sfh7e3N6NGjee+990yQVhCEf+Ll5UVeXh75+fk4Ozv/z+ednZ1Zvnw5H330ERs2bKBt27YAODo6MmXKFKZMmUJMTAyvvfYaLVq0oGPHjhX9VxCESmHQoEH4+fmxYMECAGrXrs3333/PpUuXmD17Ns8++yx9+vS5dx6uhYUFv/7669+G3ODgYC5cuEBMTMzffpuq1+vZtWsXP/74IzNmzCAsLIzt27czatQo3NzcCAgI4JlnnqFPnz6MGTMGLy8vCgsLmTt3Ljdv3iQyMhKDwUDnzp0xNzfn/Pnz3L59m7p161b44/QkE294q6SCgoK4cOECarUaLy8vAgMDOX36NLm5uTRt2vSRt1e9enWSkpLu/Xn48OH8+OOPhISEIEkSKpWKEydOUFhYaMq/hiBUOf+91v7i6elJt27dmDt3Lnl5eWi1Wi5duvS3r2nfvj0rVqzggw8+ICQkBCh9Y+rt27eRJAlHR0csLCz+9k5yQRD+11/nxf/1JvDs7Gyio6NZs2YNERERLFy48IHHu4KCAgCGDRvGtm3bCA8Pp1WrVvc+r1aruX37NqtWreL/2rvPgCjOtY3jf3pHBSmKqKACioC9d8UWjQZbYhIT04wmmsQWC9h777HFFjUh9hJL7AXsBRAEVCwgSO912Z33w+bkTc7RTVR0Bnl+X5Kgzl7Hs8/uvdfOzDNv3jySkpJYuXIlFy5cYM+ePXh6ejJr1iwqVKiAra0tAJs2bcLd3Z3169ezZs0aCgoKGDJkCO3atWPp0qV07dpVnMdfwsQrZCnl4uKChYXFn+f3WVpaUqVKFRo0aPBCt0X5+uuvGTduHI0aNeLQoUN4eXkxffp0pk2bRuPGjencuTO7d+8u6f8ZglDmfPHFF/zwww80atSIo0eP/u3X5s2bh6GhId26daNFixZs3rz5f/58y5YtmT17NkOHDuXWrVs8fPiQwYMHU79+fQYMGMB7771H06ZNX9f/HEEolf4z9BoYGGBgYPDn6UbDhw+nXbt2DBo0iFGjRpGfnw9AUVER8+bNY/78+YD2Opi7d+/i6en55/m/oL04bsKECVhbW/Pll1+SmprKqFGjaNu2LR9++CGjR48mOTn5z4vpQHv7NDs7OzZt2kTv3r2xtbUlJycHSZJQq9UUFBRQVFT0uv5qygQ96T/PAEEQBEEQhDIgNDSU+fPn89NPPwHaC05PnjyJkZERO3bsoFKlSowYMQIXFxc6depEQUEBDRo0YMqUKVhbW7N69Wp27dpFfn4+HTt2ZNiwYTg5Of15/Lt377Jjxw5at26Nra0tP/30E9euXWPBggV4eXn9+fsyMjI4c+YM9+/f5/Tp07Rt25aCggKys7O5cuUKM2bMYOXKldy/f58tW7bg4uLy2v+u3kTinF9BEARBEMqUv178nZyczNChQ7GwsKBFixYsXLjwz0H23r175OTkMGHCBNq0acOmTZvYt28f7u7uBAYGUlhYyJgxY/D19WX//v3UrFmTwsJC9u/fT0pKCjNnzsTW1paePXsyZcqU/7lVaPny5YmLi8PBwYF169ZhZ2fHxYsXOX/+PLt27cLa2prGjRtz9OhRMfiWINH8CoIgCIJQpkmS9MzzajMzM/88LWLTpk00aNAAb2/vv/3ZGzdu0KBBgz9/du7cOaysrKhVqxYWFhavNrzw3MTwKwiCIAiCIJQZ4oI3QRAEQRAEocwQw68gCIIgCIJQZrzWC96aNm36t6shBaGse/z4MZcuXZI7xlOJ9SoIf6fk9Qqg0WhQq+U5kzE29hHOzqVrI4bSlrm05QX5MxsZPf3Wr691+HVychL3ihWEv/Dz85M7wjOJ9SoIf6fk9QqgVktkZOTJ8th+fn04duyMLI/9okpb5tKWF+TPbGdn9dSfi9MeBEEQBEEQhDJDDL+CIAiCIAhCmSGGX0EQBEEQBKHM+Mfhd/z48TRv3pwePXr8z6/9+OOPuLu7k5aW9krCCYLw/MSaFYTS59ChQ7Rp04YjR4787ecajYZRo0bJlEoQ3kz/OPz6+fmxfv36//l5QkICwcHBVK5c+ZUEEwThxYg1KwilT/fu3enXr9///Hz+/PmcOnVKhkSC8Ob6x+G3cePGf27r91ezZ89mzJgxz9wOUBAEeYg1Kwhvhp07d5Kbmys+sApCCXuhc35PnDiBvb09Hh4eJZ1HEEo9lVrFttvbuJxwWe4ofxJrVhCeLfhxMNtub5M7xt9cuXKF48ePM2nSJLmjCIKiJOY/4ceo1WQVZb3wMZ77Pr/5+fmsXr2aDRs2vPCDCsKbKiotionnJxKVHsXYxmNpUqmJ3JGea80GBgYSGBgIQHp6+quOJgiyyi7KZv6V+ey5u4f69vUZ6DFQEd+MpKSkMGPGDPT09Bg4cCCxsbGMGjWKhQsX6vxzsbGP8PPr85pS/l10dCS+vm1leewXVdoyl7a8ULKZJSSkuhJSGzXowc/+29HL0L1eb968/tSfP/fw++jRI+Li4ujVqxcAT548wc/Pjx07dmBnZ/e8hxOEN4JKo2J92HrWhqylvGl5lrVfRvuq7eWOBTzfmh0wYAADBgwAlH9Df0F4GcGPg5kUPInk/GQ+rfspQ+sNVcTgC1CxYkX27dv353/36NHjHwdfAGfnqrJtKODr27bUbcBQ2jKXtrxQcpmT8hNZGDaHKymXqGfbgDFeE6jU+8VPB3ru4dfd3Z0LFy78+d8dOnRg586d2NjYvHAIQSjNotKiCAgK4Hbabbq7dGd8k/GUNy0vd6w/iTUrCP8vpyiHBVcXsOvOLlzKubC13Va87LzkjiUIwlNIksThuIP8cHsZaknNN56j6Fn1HfT1Xu5Ovf84/I4cOZLLly+Tnp5OmzZtGD58+FOvSBWEskalUfFj2I+sCV2DtbE1S9ovoWPVjnLHEmtWEJ4hOD6YycGTScpLYnDdwXxV7ytMDEzkjvWn4cOHP/XnBw8efM1JBEF+yflJLLw1h8vJF/Gxqc8Y7wlUNncqkWP/4/C7aNEinb9+8uTJEgkiCKXJnfQ7TDw/kdtpt+lWvRvjm46ngmkFuWMBYs0Kwn/LVeWy4OoCdkbvpLp1dbZ024KPnY/csQRBeApJkjgS9xurbi9DLRUzvM5IelXze+m296+e+7QHQSjLijXFbLi1gR9CfsDa2JrF7RbTqVonuWMJgvAMFxMuMjloMgm5CXzs+TFf1fsKU0NTuWMJgvAUyQXJLAqbw6XkC3hV8GGs90ScLKqU+OOI4VcQ/qW76XfxD/InPDWcLtW7MKHpBGxMxXmzgqBEuapcFl1dxK/Rv/7Z9tazryd3LEEQnkKSJH5/fJiVEUtRaYr4us639K7Wt0Tb3r8Sw68g/INiTTGbwjex6uYqLI0sWdh2IZ2rd5Y7liAIz3A54TKTgicRnxPPR3U+4uv6X4u2VxAUKqUgmUW35nExKQivCj6M8Z5AFQvnV/qYYvgVBB3uZdzD/7w/t1Jv4VvNl4lNJ2JrZit3LEEQniJPlceia4sIjAqkmnU1NnfbTH37+nLHEgThKSRJ4lj8EVaEL6FIU8iw2t/wTvW+GOgZvPLHFsOvIDxFsaaYzeGbWXVzFeZG5sxvO5+u1bvKHUsQhGe48uQKAUEBxOfE82GdDxlefzhmhmZyxxIE4SlSC1JYfGsewUnn8azgxViviThbVn1tjy+GX0H4LzGZMQScDyA0JZROVTsxsdlEKppVlDuWIAhPkafKY8n1Jfwc+TNVraqysetGGjo0lDuWIAhPIUkSJ+J/Z3nEIgrVhQz1GI6fS//X0vb+lRh+BeEPao2aLRFbWHFjBWZGZsxrM4+u1bsqZtcnQRD+7uqTqwQEBRCXE8cHtT9gRIMRou0VBIVKK0xl8a35BCWepU55T8Z6+1PVsposWcTwKwjA/cz7BAQFEJIcQgfnDgQ0DxBtryAoVJ4qj2U3lrHt9jaqWFZhY5eNNHJsJHcsQRCeQpIkTiYcY3n4IvLVBQzx+Jq+LgNee9v7V2L4Fco0tUbN1ttbWX5jOSYGJsxpPYfuLt1F2ysICnUt8RoBQQHEZscy0GMg3zT4BnMjc7ljCYLwFJK5xJTrEzmXeJra5T0Z6z2RapbV5Y4lhl+h7HqQ+YCAoABuJt+kvXN7JjWfJNpeQVCo/OJ8ll3Xtr2VLSuzocsGGjs2ljuWIAjPcDrhBJpBxVxMDuYL92H0c3kXA31ljJ3KSCEIr5Fao2bb7W0su7EMEwMTZrWaRQ/XHqLtFQSFupF0g4CgAB5mPeRd93f5ruF3ou0VBIVKL0xjafhCzj45BZl6rOm8kepWLnLH+hsx/AplyqOsRwQEBXA96TrtqrRjUvNJ2JnbyR1LEISnKCguYPmN5fwU8ROVLSvzY+cfaVKpidyxBEF4htMJJ1kavoC84lw+c/+SDUvWU/0TZQ2+IIZfoYzQSBq2397O0utLMTIwYmarmfR07SnaXkFQqJtJNwkICuBB1gMGuA/gu4bfYWFkIXcsQRCeIqMwnWURizidcAI3aw++9/HHxcqVjdKPckd7KjH8Cm+82KxYAoIDuJZ4jTZV2jCp2SQcLBzkjiUIwlMUFBew8uZKtkRswcHcgXWd19GsUjO5YwmC8AxnE06xJHw+OaocPnUbwruu7yvm3N5nUXY6QXgJGknDz5E/s/T6Ugz1DJnecjq9avQSba8gKFRIcggBQQHcz7xPP7d+jGo0SrS9gqBQmUUZLAtfxKmE49SydmdBk+W4WteQO9a/IoZf4Y0Umx3LpKBJXE28SiunVkxuPhlHC0e5YwmC8BSF6kJW3lzJ5vDN2Jvbs8Z3DS0qt5A7liAIz3DuyRmW3JpHtiqbwW6f857rhxgqvO39q9KTVBD+BY2kITAqkMXXFmOgZ8C0FtPoXbO3aHsFQaHCksPwD/InJjOGPrX6MLrRaCyNLeWOJQjCU2QWZbIiYjEn4n+npnUt5jVZSg3rmnLHem5i+BXeGHHZcUwKnsSVJ1doWbklU1pMEW2vIChUkbqIVTdXsTF8I3ZmdqzutJqWTi3ljiUIwjMEJZ5lUdg8slSZfFzrMwbWGFSq2t6/Kp2pBeEvNJKGHVE7WHhtIfp6+kxpPgW/Wn6i7RUEhbqVcgv/8/7cy7yHXy0/RjcajZWxldyxBEF4iqyiLFZELOZ4/FFqWNVibpNF1LR2kzvWSxHDr1CqPc55zOSgyVx6conmlZoztcVUKllWkjuWIAhPUaQuYnXIajbc2oCtmS2rOq6idZXWcscSBOEZghPPs+jWXDKLMhhU8xPer/kRRvpGcsd6aWL4FUolSZLYEb2DhVcXAjCp+ST61uor2l5BUKjw1HD8z/tzN+MuvWv2ZkzjMVgbW8sdSxCEp8hWZbEiYgnHHh/B1aoGsxstoFY5d7ljlZh/HH7Hjx/P6dOnsbW15eDBgwDMnTuXU6dOYWRkRNWqVZk9ezbW1uJFTHg94nPimRw8mYsJF2laqSnTWkyjsmVluWMphlizgpKo1CpWh67mx7AfsTW1ZWXHlbSp0kbuWIpz6NAh5syZw4QJE+jatStXr15lwYIFqNVqqlevzsyZMzE2NpY7plAGXEwKYmHYXNKL0vmw5mA+qPnxG9H2/pX+P/0GPz8/1q9f/7eftWzZkoMHD3LgwAGqV6/OmjVrXllAQfgPSZLYGb0Tv/1+2vuBNgtgne86Mfj+F7FmBaWISI1gwG8DWBu6lrdc32J3r91i8H2G7t27069fPwA0Gg1Tpkxh1apV7Nixg2rVqrF9+3aZEwpvuhxVNnNDZjDh6hisjaxZ1WIdg90+f+MGX/gXzW/jxo2Ji4v7289atWr157/Xq1ePI0eOlHwyQfiLhJwEplyYQnB8ME0dmzK15VScLJ3kjqVIYs0KclOpVawNW8v60PVUMK3Aig4raOvcVu5YpUZRURGjR4/GxsYGABcXF+7fvy9zKuFNdinpAgtvzSGtMI33a3zEhzUHY2zw5n7T8NLn/O7atYtu3bqVRBZB+B+SJLHn7h7mXZmHRtIwselE+rv3R1/vH7+0kI8qHy6sBEdvcOssd5r/Idas8CpFpkXif96fqPQoerr25Psm31POpJzcsXSL2A8pUdB6NCjgugFTU1PatWsHQHJyMhs3bmTlypXyhhLeSDmqHH64vYzDcQepbunC9AZzcC9fW+5YOhlkxGAaupG8Rt8gmVd8oWO81PD7ww8/YGBgwNtvv/0yhxGEp3qS+4QpF6YQ9DiIxo6NmdZiGlWsqsgdS7fYy7B3GKTegR6L5U7zP/5pzQYGBhIYGAhAenr664wmlHIqjYr1oetZG7qW8qblWdZ+Ge2rtpc7lm65qXBoFITvAdd22uFXQVJTU/n6668JCAjAwcHhH39/bOwj/Pz6vIZk/ys6OhJf39LV7pe2zCWdV6qmQeOrBgvQu6rPo4uxfK3+ssSODyWbWR+JgTUy+bpOGkVqPQYtPEF8nu5TMm7evP7Un7/w8Ltnzx5Onz7Npk2bxBX2QomSJIm9d/cy78o81JKa8U3G867Huwpvewvg1Ey4sAKsnWDQPu2bqYL8mzU7YMAABgwYAGjPHRaEfyMqLQr/IH8i0yJ5y/UtxjcZXzra3t9GQn4GdPCHlt8qovX9j7S0NIYNG8bYsWPx8fH5V3/G2bkqx46decXJns7Xt61sj/2iSlvmksqbo8ph9e3lHIo7QDXL6oz19qd2jzolkPB/lVRm/Yz7WJ8chVFCDIXVO6FqN4fN3734JlYvNPyePXuWdevWsXXrVszMzF74wQXhvyXmJjL1wlTOPT5HQ4eGTG8xHWdrZ7lj6RZ3FfYOhZRoaPgx+E4HU2XdSUGsWeFVUGlU/Bj2I2tC11DOuBxL2y+lQ9UOcsfSLS8NDo2GW7ugko/2g6qDp9yp/iYtLY2PPvqItLQ05s6dC2jP5R8zZozMyYTS7kryJRaGzSGlIJl3XT/g41qfYmxgInesZ5M0mIVuwOLiHCR9Y7I6LqHQvc9Lf1D9x+F35MiRXL58mfT0dNq0acPw4cNZu3YtRUVFDB48GAAfHx+mTZv2UkGEsk2SJPbd28e8y/NQaVSMazKO9zzeU37be3oWBC8Hq8rw4R6oIf8bv1izwusQnR6N/3l/bqfdpptLNyY0mUB50/Jyx9Lt9gE4+J227W0/EVp9BwbKuZJ9+PDhf/77gQMHZEwivGlyVbmsjlzOb7H7qWpRjeUt1lC7vLI+9P03/cwHWJ0chXH8JQqrdSCn3Vw0JbSJ1T8Ov4sWLfqfn/3ndiyCUBKS8pKYemEqZ+PO0sC+AdNbTqeqdVW5Y+n2+BrsGaq9SKbBIOg8UzFtr1izwqtUrClmw60N/BDyA9bG1ixpt4SO1TrKHUu3vDQ4PBbCdoCjF3y4Fxzryp1KEF6LaylXmB86i5SCZAa4vs/gWp8pvu01DduE5YXZSPqGZHVYRKFHvxI9LUns8CbIRpIkDsQcYM7lOajUKr5v/D0Daw9UdttbXAinZ0PQUrCqBB/sgpqd5E4lCK/FnfQ7+Af5E5EaQdfqXZnQdAIVTCvIHUu3yN/gwLeQnwbtJkDrkYpqewXhVckrzmXN7ZUciN2Ls0VVljVfTZ0Kyv7Qp5/58I+29yJFVduR3X4emldwL38x/AqySM5LZtqFaZyOO019+/pMbzmdatbV5I6l2+Nr2js5JEdC/Q+hy0wwVfhFPYJQAoo1xWy8tZEfQn7AytiKRe0W4VvNV+5YuuWlwZFxEBoIDl7aD6qVvOVOJQivxfWUq8wPm0VSfiL9XN7jE7cvMFF623trC5bBs5D0Dchuv4CC2gNe2UWoYvgVXitJkjgYc5A5l+dQqC5kTKMxvF/7fQz0DeSO9mzFhXBmLpxfApYO8P5OqKXwN35BKCH3Mu4x8fxEwlPD6VK9CxOaTsDG1EbuWLpFHda2vXkp0HYctB4Fhm/uDfsF4T/yi/NYE7mS/Y/2UMXcmaXNV1O3gpfcsXTSz3qE1cnRGD8Opsi5Ldnt56OxerU7t4rhV3htUvJTmHZhGqdiT+Fj58P0ltNxKecidyzd4m9o296kCKj3gbbtNSsvdypBeOWKNcVsCt/EqpursDSyZEHbBXSp3kXuWLrlp8OR8RDyM9h7wvu/au/oIAhlwI3Ua8wPnUVi/hP6Vh/AJ+5DMDUwlTvWs0kaTMO3Yhk0A0lPn+z28yio/d5rueWgGH6FV06SJA7dP8Tsy7MpKC5gdKPRfFD7A4W3vUVwdh6cWwSW9jBwhyJ3axOEVyEmIwb/IH/CUsLwrebLxKYTsTWzlTuWbtFH4cA3kJMEbcZCmzGi7RXKhPziPNZG/cC+h7twMq/Ckmar8LJR9oc+/aw4rE6NxjjuPEVVWpPdYQEaK6fX9vhi+BVeqZT8FKZfmM7J2JN423kzo+WMUtD23vyj7Q0Hn4HQdRaYKfyiHkEoAWqNms0Rm1l5YyXmRubMbzOfLtW7KHsjo/wMODoBbm4D+zrw3s9Qub7cqQThtQhJvcG80Jk8yU+gT/UBfKr4tlfCNHwbFsHTAchuN4eCOu+/9g1mxPArvBKSJHHkwRFmXZpFniqPkQ1HMqjOIOW3vecWwLmFYF4R3gsE965ypxKE1yImM4aA8wGEpoTSsWpH/Jv5U9GsotyxdLtzDPaPgJxE7dbEbceCoYIv6hGEEpJfnM/6qB/Y83Anlc2dWNxsJd429eSOpZO27R2Dcdw5iqq0Irv9AjTWVWTJIoZfocSl5qcy4+IMjj86jldFL2a0nIFreVe5Y+mWEKptexPDwPtd6DobzBV+UY8glAC1Rs1PET+x/MZyzIzMmNt6Lt1cuim77S3I1La9N7aCnQe8uw2cGsidShBei5C0G8wPnUV83mP8qvfjU7cvMTNU8M6dkoRpxHYsgqajJ2nIbjubAs8PZN1OXAy/Qok68uAIsy7OIkeVw7cNvuUjz48w1Ffw00yt0ja9Z+eDuS28+zN4dJc7lSC8Fvcz7xMQFEBIcggdnDsQ0DxA+W3v3ePatjc7AVqNhHbjRNsrlAmSocSKiCXsebADR/NKLG66Eh9bZZ/i42BWTLkDH2Ace4Yip5bac3utneWOJYZfoWSkFaQx4+IMjj08Rl3busxoNYMa5WvIHUu3J2Gwd6j2n179odtc0fYKZYJao2br7a0sv7EcEwMT5rSeQ3eX7gpve7Pg94lwfQtUdIdPj0OVhnKnEoTXIiwtBM0Hxex+8Cu9q/Xlc/ehym97b//Czg6xGCUkk91mJgV1PwSFbGIlhl/hpR19cJSZF2eSo8rhmwbf8LHnx8pve88vhjPztBeyDdgGtXvInUoQXosHmQ+YFDyJG0k3aOfcjknNJmFnbid3LN3unvij7Y2Hlt9Cu/FgpOCLegShhBSoC/gxag27H/wK+rCo6Qrq2Sr7FB/9nHisTo3F+NFprmSY4jr4GJpyytrESsETiqB06QXpzLw0k6MPjlLHtg4zWs6gVoVacsfSLTFc2/YmhEDdvtB9vmh7hTJBrVGz7fY2lt1YhrGBMbNazaKHa49S0Pb6w/XNUNENPj0GVRrJnUoQXotb6WHMC5lBXF4svar6cWDsfuq9p+DBV5IwifwVy/NT0NMUk916Ol+M2sjvU5Q1+IIYfoUXdOzhMWZcnEFWURYj6o9gcN3BCm97iyFoMZyeq92kov9PUOdtuVMJwmvxKOsRAUEBXE+6TtsqbZnUfBL25vZyx9Lt3inYPxyyHkOLEdB+omh7hTKhUF3Ihug17LwfiIOZIwuaLKNBxUYcVB2QO9oz6eckYHn6e0wenqSoclOyOyxEU646EpvkjvZUCp5WBCXKKMhg1qVZHH5wmNo2tVnXeR1uFdzkjqVbYsQfbe9N8PSD7gvAQuE37BeEEqCRNGy/vZ2l15diZGDEzFYz6enaU9ltb2E2/B4A1zaCbS345Hdwbix3KkF4LcLTw5gbOpO43Ef0rPoOQzyGYW5oIXesZ5MkTKJ2YnluMnqaInJaTSXfe7Bizu19FjH8Cv/aiYcnmHZxGllFWXxd72s+8foEI30juWM9m7oYgpbAmblgYg39t0CdXnKnEoTXIjYrloDgAK4lXqO1U2smN5+Mg4WD3LF0izkD+76GzFho/jV08AcjBV/UIwglpFBdyMbodey8/wsVTe3+bHuVTD/3CZanvsfk4QlUlZqQ1WEhmvIK38TqD2L4Ff5RRkEGsy/P5tD9Q3jYeLDWdy3uNu5yx9ItKRL2fgnxN6BOb3hrIVgo/BZOglACNJKGnyN/Zun1pRjqGTK95XR61eil8LY3B45PhivrwaYGfHIUqjaVO5UgvBa3M8KZGzKDR7kP6eHciyEeX2NhpPC2N3qXtu1VF5LTagr53p8ovu39KzH8CjqdfHSSaRemkVmYybB6w/jM6zPlt73By+D0bDCxgn6bwPMduVMJwmsRmx3LpKBJXE28SkunlkxpPgVHC0e5Y+l2/xzs+woyHkGzr7Rtr7G53KkE4ZUrUhey6c56fo35mYqmdsxrvIRGdk3kjqWTfm4ilqfHYfLgGKpKjcnusBC10jexegox/ApPlVmYyZzLczgYcxAPGw/W+K5RftubHKU9t/fxNaj9Nry1CCwVfgsnQSgBGklDYFQgi68txkDPgGktptG7Zu9S0PZOgSvrwMYVBh+Gas3lTiUIr8XtjAjmhc7gYc4D3nJ+my89hpeCtnc3lucmoVdcQE7LSeR7fwr6BnIneyFi+BX+x+nY00y9MJWMggyG+gzlc6/PMTJQcNurUUPwcjg1C4wtoO8G7YVtSn7jF4QSEpcdx+TgyVx+cpkWlVswtcVU5be9D85rtxPPeATNhkGHANH2CmVCkbqIzXd+JDBmG7amFZnbeBGN7ZrJHUsnvdwkrM6Mx+T+UVSODcnusAh1BYVvYvUPxPAr/CmzMJN5V+ax/95+3Cq4sarjKmrb1pY7lm7J0X+0vVfBowf0WAyWCr+FkyCUAI2kYUfUDhZeW4i+nj5Tmk/Br5afstveolw4PhUur4EKLjD4EFRrIXcqQXgtIjMimBs6k4c59+lepSdf1h6OpZGl3LGeTZIwubMXy7MB6BXnk9PCn3yfz0tt2/tXYvgVADgbd5apwVNJLUhliPcQhngPUX7be2ElnJyhbYz6/Ah1+4i2VygTHuc8ZnLQZC49uUTzSs2Z2mIqlSwryR1Lt4fB2rY3/T40/RI6TtJ+UyMIb7gidRE/3d3AzzHbsDGxYXajhTS1V/YpPnp5ydq2N+YIKocGZHdchLpCTbljlZh/HH7Hjx/P6dOnsbW15eDBgwBkZGTw3Xff8fjxY5ycnFiyZAnlypV75WGFkpdVlMW8y/PYd28fNcvXZFnHZXjaesodS7eUO9o30bjL4P6Wtu21UvgtnF4jsWbfXJIksSN6BwuvLgRgUvNJ9K3VV+Ftbx6cmAaXVkOFavDxb1C9ldypFOfQoUPMmTOHCRMm0LVrV27cuMGsWbOQJAkvLy8mTJiAkZGCCwnhqaIzI5kbMoP7OTF0rfIWw2qPwNLISu5YzyZJmNzdj+VZf/RUeeQ0n0h+vS/eiLb3r/7xvhR+fn6sX7/+bz9bu3YtzZs35/fff6d58+asXbv2lQUUXp1zced4Z987HIw5yOdenxPYI1DZg69GDcErYHUrSIkGv3Xw7jYx+P4XsWbfTPE58Xxx7AumX5yOl50Xe3rtoZ9bP2UPvg8vwOqWcOkHaPI5DA0Wg+8zdO/enX79+gGg0WiYNGkSixcvZufOnZibm7Nz506ZEwrPQ6VRsSF6LcOCPydLlcWsRgsY6z1R0YOvXl4K1keHYP37V6itq5He/wj5DYa+cYMv/Ivht3Hjxv/TEJ04cYLevXsD0Lt3b44fP/5KwgmvRnZRNpOCJjHsxDCsja3Z1n0bIxqMwNjAWO5oz5ZyFzZ2h98ngmt7+OoSePcXpzk8hVizbxZJktgZvRO//X6EJIcQ0CyAdb7rqGxZWe5oz1aUB0cmwMZuoCmGjw5C9/niNId/6dGjRzg7O1OlShUA3n//fU6dOiVzKuHfis6MYmjQJ2y9uwnfyl3Y0GYrzeyVfW67yZ0D2PzcAeP7x8lpPp6MPntR29SSO9Yr80Ln/KampmJvr72oyN7enrS0tBINJbw6QY+DmBw8meT8ZD7z+oyhPkOVPfRqNNqvS09MA0NjeGcNeA9Q9NCbXaBi1el7eDuVo5uXMs7DFGu2dErISWDKhSkExwfT1LEpU1tOxcnSSe5Yuj26BPuGQepdaPwZdJoKJsq9qEeSJHZdf8zdpBy+7+quiCY9PT2dihX/f1OeihUrkpKSImMi4d9QaVRsu7uZbfc2U964AjMbzqe5Q0u5Y+mkl5+K5ZmJmN47iMreR3snB1tl39Y0OimHn68/ZmjL6thbmbzQMcQFb2VEdlE2C64uYPed3biWc2VJ+yXUrVhX7li6pd7T3vz+0QWo1QV6LgVrZQyTz3L+Tgrf7wolITOfeX195I7z3AIDAwkMDAS0b8CCPCRJYs/dPcy7Mg+NpGFi04n0d++PvpJ3UFLlay9AvbASyjnDoP3g2lbuVDo9ySxg/O5QTkUl41vHQRGDL0CFChX+tv5SUlL+Ngw/S2zsI/z8+rzKaM8UHR2Jr6+y///+byWZWbKT0HQuBnvQi9Aj/XQGkwonlMix/6Ok/447Vc5hgk8yBkYalkfasGlfNuq1X5TY8aGE/4719Cl0bUNBjXboqfI5u3I0+gVZOv/MzZvXn/rzFxp+bW1tSUpKwt7enqSkJGxsbF7kMMJrEvw4mMkXJpOUl8QndT9hWL1hmBi82Kel10Kj0d4K6fhUMDCG3j+Az3uKbntzCouZfeg22y49wrWiBTu+bEHDahXkjvWnf7tmBwwYwIABAwDtucPC6/ck9wlTLkwh6HEQjR0bM7XFVJytnOWOpVvsZe1FqKl3oNEn4DtNu8OiQv2n7Z16IByVWsPknnX4qHl1uWP9qWrVqsTGxpKYmIiDgwO//PIL7du3/8c/5+xclWPHzryGhP/L17etbI/9okoic7GmmG33NrP17iZsjG35ru5YWnZvDaNLKORflNTfsV5+GpZnJ2J69wAqO2+yOy7iXVsP3i2BjP+tpDLfTc5l6pEoIpNy6OJhx+gONSk/ofsLH++Fht8OHTqwd+9evvjiC/bu3UvHjh1fOIDw6uQU5bDg6gJ23dmFSzkXfur2E9523nLH0i0tBvZ9DQ+DoFbnP9peBZ/bCATfTWHMzlDiM/P5vLULozq7Y2qkrAsExJpVPkmS2Ht3L/OuzEMtqRnfZDzveryr8La3AE7NhAsrwNoJBu0D13Zyp9IpMauA8bvDOBmZROPqFZjf14fqFZV1LrK+vj6TJk1i+PDhf97toW/fvnLHEv7Lvaw7zA2dwd2sO3Sq3Jmv64zE2tha7lg6Gd87hNWZCegVZpLbdCx59YeCgm9rWqyR2HI5lnUXHmJtasjct+vQodY/fwvyT/5x+B05ciSXL18mPT2dNm3aMHz4cL744gu+/fZbdu7cSaVKlVi6dOlLBxFK1oX4C0wOnkxiXiKD6w7mq3pfKb/tvbJOu92pviH0WgX1Biq67c0tLGbO4Uh+uvgQl4oW7PyyOQ2ryf8tiFizpU9ibiJTL0zl3ONzNHRoyPQW03G2VnjbG3dVu8FMSjQ0/Bh8p4Opct/4JUliz43HTNkfTpFaQ0CPOgxuUR19feW8xgwfPvzPf2/QoAG//vqrjGmEZynWFPPzvZ/46e5GrIysmd5wDi0d2sgdSye9gnQsz/pjemcfKjsvsnv9jFrhm1jdTcll2pEobifm4Otux9gONSlvXjKD+j8Ov4sWLXrqzzdv3lwiAYSSlavKZeHVheyI3kF16+ps6bYFHzuFn3uadv+Ptvc81OwEPZdBOWVf1HPhXipjd4UQl57Pp61cGN3ZHTNjZbS9Ys2WHpIkse/ePuZdnodKo2Jck3G85/Ge8tve07O0W4pbVYYP90CNDnKn0ikpq4AJe8I4fjuJRtUqML+fDy4Ka3uF0iEm6x5zQ2dwJyuKDpV8Ge45knLGyr5nunHMYaxOj9e2vU1Gk9fgK8W3vT9d0ba9lsaGzOlZm45udiX6GOKCtzfIxYSLTA6aTEJuAh97fsxX9b7C1NBU7ljPptHA1R/h2GTtfQTfXgH1P1B025tXVMzcw5FsvvCQ6rbm/DqkOY2ry9/2CqVPUl4SUy9M5WzcWRrYN2B6y+lUta4qdyzdHl+DPUMhJQoaDILOMxXf9u67Gc/k/eEUqNT4v1WbwS1dMFBQ2yuUDmpNMT/HbGXLnQ1YGVkxtcFsWjsq+wI/bdsbgOmdvagqepL99nbUFevIHUunmNRcphzWtr2d3CoytmNNKpiX/B2pxPD7BshT5bHo2iICowL/bHvr2deTO5Zu6Q+0be+Dc9rW6O3lUK6K3Kl0uhiTytidocSm5zG4ZXXGdvFQTNsrlB6SJHEg5gBzLs9BpVbxfePvGVh7oLLb3uJCOD0bgpaCVSX4YJf2WxoFS8ouYOKeWxyLSKRB1fLM7+dDDTvl3nJNUK772feYGzKT6KxI2lfqyAjPUZQzLi93LJ2MY45idXoceoXp5DYZRV6DrxXf9m69EsvaCw+xMDZkVo/a+LqXbNv7V2L4LeUuJ1xmUvAk4nPiGVRnEMPrD1d+23ttA/w+CfT0tac4NBik+LZ33pEoNgU/oJqtOYFfNKeJi2h7heeXnJfMtAvTOB13mvr29ZnecjrVrKvJHUu3x9e0d3JIjoT6H0KXmWCq3K95JUlif4i27c0rUjOhuweftnIVba/w3NSaYn6J2caWuxuwMLRgSv2ZtKn0z3fdkJNeQTqW5yZjGr2bYts6ZPXcitpOwTu3AvdT85h6JIrwJ9l0qFWR7zvVxOYVtL1/JYbfUipPlcfia4v5JeoXqlpVZXO3zdS3ry93LN0yHmnb3vtntFeEv70Cyiv7op7L99MYszOEh6l5fNyiOmO7umNuLJaN8HwkSeJgzEHmXJ5DobqQMY3G8H7t9zFQ8rahxYVwZi6cXwKWDvD+TqjlK3cqnZKzC/HfG8bR8ETqOZdnQT8fatqLtld4fg+y7zM3dDpRmZG0q9SREXVGUt5EObevfBrj+8ewPD0O/YJUcht/R17D4drbhSqUWiOx7Woca4IfYGZkwMy3PPB1t3st99sW7+Kl0JUnVwgICiA+J54Pan/AiAYjMDM0kzvWs0kSXNsIvwdo/7vHEu3V4Qpue/OL1Mw7Gsmm4Ac4VzDnly+a0czVVu5YQimUkp/CtAvTOBV7Ch87H6a3nI5LORe5Y+kWf0Pb9iZFQL0PtG2vWXm5Uz2TJEkcDE1g0r5b5BapGdfNg89bi7ZXeH5qTTGB97ez+c6PmBtaMKn+DNpVUvYFnXoFGVien4Jp1E6KbT3I6LGZYjtlb2L1IDWPaUejCEvIpl1NW8Z1qoWtxesb1MXwW4rkqfJYen0p2yO342zlzMauG2no0FDuWLplxML+4RBzClzaQq8VUF7ZF/VceZDGmB0hPEjN46Pm1fi+m4doe4XnJkkSh+4fYvbl2RQUFzC60Wg+qP2BwtveIjg7D84tAkt7GLgD3DrLnUqnlJxCAvbe4vCtJ/g4l2dhP29q2it3gw1BuR7mPGBuyAwiMyNo49iObzxHU8FE2ae4GT84geXpsejnpZDb6BvyGn2j+LZ3+7U4Vgdp294Z3T3o7PF62t6/Eu/opcTVJ1eZFDyJ2OxY3q/9PiPqj8DcyFzuWM8mSXB9Mxz1B0kDby3S7vyk8LZ3we9RbAi6j1N5M7Z/3pQWNV7+ZtpC2ZOSn8L0C9M5GXsSbztvZrScUQra3pt/tL3h4DMQus4CM2V/zXswNJ5J+8LJKSjm+64efN7aBUMDBV84KCiSWlKzI+ZnNt5Zj5mBGQH1ptGuUkfFbHf9NHqFmVien4pp5K8U27iT0X0jxfbK3sTqQVoe045EE5aQRdsatozzrUXF19j2/pUYfhUuT5XHshvL2H57O06WTmzosoHGjo3ljqVbZpy27b13ElzaaM/traDsi3quPUxj9I5Q7qfk8mGzaozr5oGFiVgewvORJIkjD44w69Is8lR5jGw4kkF1Bim/7T23AM4tBPOK8F4guHeVO5VOqTmFTNoXzm9hCXhXKceCfj64OYi2V3h+j3IeMDd0Jrczwmnl0JZv647BRult78OTWJ4ai35eMrkNR5DX+BtQ8CZWao3EL9cf80PQA0wM9ZnW3Z2uHvayfrgQ7+4Kdj3xOgFBATzKfsR7Hu/xbYNvld/23vgJjk4EjRq6L4BGn4K+cpuYApWahb9Hsf78fSqXM2P7Z01pUVO0vcLzS81PZcbFGRx/dByvil7MaDkD1/KucsfSLSFU2/YmhoH3u9B1Npgr+43/UFgCAXtvkVWgYkwXd4a0cRVtr/Dc1JIaTUM1n5//GDMDUybWm0KHSr6KbnstDdVYnhyF2e1Aiiu4kdH9R4rtlb2JldrcliGBIYTEZ9Ha1YYJvrWoaCn/oC6GXwXKL85n2fVlbLu9jcqWlUtJ2/sYDoyAu8ehemvtfXttlP0177WH6YzZGUJMci7vN63K+O61sRRtr/ACjjw4wqyLs8hR5fBtg2/5yPMjDPUV/FxSq7RN79n5YG4L7/4MHt3lTqVTWm4Rk/bd4mBoAl5O5djerxnujqLtFZ7fo5yHzAudidRGQxO7ZnxXdww2Jsq+oNno0Wl2dojFNPIReQ2+JrfJd4puezWStu3NbvkVMal5TO3mTrfa8ra9f6XgV+ey6WbSTfyD/HmY9ZB33d/lu4bfKb/tvbkNjkwAjQq6zYfGnym+7V18LJp152KoVM6MrZ82pVUt0fYKzy+tII0ZF2dw7OEx6trWZUarGdQoX0PuWLo9CYO9Q7X/9OoP3eYqvu09cisB/723yMxXMbqzG0Pa1sBItL3Cc1JLanbf/5Ufo9dgYmCC3iEDpi2frZiB7Gn0irKxCJqGWcTP3Cs2IqPPboodlH1b09j0fKYdjeLm4ywMU+8ROOwj7BTQ9v6VGH4VoqC4gOU3lvNTxE9UtqzM+s7raVqpqdyxdMuKhwPfwJ3foVpL7Z0cbJT9Ne+NR+mM3hHCveRc3mtSlQndPbAyVe6uN4JyHX1wlJkXZ5KjyuGbBt/wsefHym97zy+GM/O0F7IN2Aa1e8idSqf03CIm7Q/nQEg8dZ2s2fpZUzwclbudsqBcsTmPmB82i1vpobSwb8V3dcfy7rw+ih58jR6dwerUGPRzn5DXYBjvTTnMb+OVO/hqJInAG/GsPHcfIwM9Jnd1Y8m3AdhZfiF3tP+h4FfqsuNm0k0CggJ4kPWA/m79GdloJBZGFnLHejZJgpCf4fA4UBdB17nQ5Avlt73Ho1l3NgZHa1O2fNKENm6vbutE4c2VXpDOzEszOfrgKHVs6zCj5QxqVagldyzdEsO1bW9CCNTtC93nK77tPRr+hIl7bpGZX8RIXzeGthNtr/D81JKa3Q928GPUaoz1TRjvM4lOlbsoeujVtr3TMYvYTnGFmmT47aXYsQFFmqNyR3umuIx8ph2N5kZcJi1dtOf22luZsFTuYM8ghl8ZFRQXsPLmSrZEbMHB3IF1ndfRrFIzuWPplpXwR9t7FKq20La9tsr+mjckNoNRO0K4m5TDu42dmfBWbaxF2yu8gGMPjzHj4gyyirIYUX8Eg+sOVnjbWwxBi+H0XO0mFf1/gjpvy51Kp/TcIqYcCGffzXjqVLLmp0+bULuSaHuF5/c4N455oTMJSw+hmX1LRtYdS0VTZZceRrHnsDo5Gv3cBPLqf0luk9FgaCp3rGfSSBI7bsSz4tx9DPT1COjiRk9PB0V/uAAx/MomJDmEgKAA7mfep59bP0Y1GqX8tjc0EA6P1d4aqescaDJE0W1vYbGaJcfvsObMPRysTdn8SRPairZXeAEZBRnMujSLww8OU9umNus6r8OtgpvcsXRLjPij7b0Jnn7au69YKPuinmMRiUzYE0Z6bhHfdXJjWHvR9grPTyNp2PNgB+ujVmOkb8w47wB8nboqeiDTK8rBIngGZuFbKS5fgwy/PRQ7KnsTq7iMfKYfjeZ6XCbNq1dgYmc3HKyUdW7vs4jh9zUrVBey8uZKNodvxt7cnjW+a2hRuYXcsXTLfgIHvoXow+DcDHqvKhVt7+gdIdxJyqF/oyr496gj2l7hhZx4eIJpF6eRVZTF1/W+5hOvTzDSV/BzSV0MQUvgzFwwsYb+W6BOL7lT6ZSRV8TUAxHsufGY2pWs2TS4MZ6Vy8kdSyiFHufGMT9sFqFpN2lq15yRXuOwU3rbGxeE1clR6Gc/Jq/eEHKbjgZDM7ljPZNGkth5M4EV52LQ19MjoLMbPesqv+39KzH8vkZhyWH4B/kTkxlDn1p9GN1oNJbGlnLHejZJgrAdcGgMFBdAl1nQ9EtQ8A37C4vVLDtxh9VnYrCzNGHj4Ma0d7eXO5ZQCmUUZDD78mwO3T+Eh40Ha33X4m7jLncs3ZIiYe+XEH8D6vSGtxaChbLvZHLidiLjd4eRllvENx1r8VX7mhgbirZXeD4aScPeh7tYH/UDBnqGjPWeSBen7soeyIpysbwwC7Nbmyku56Jteys1kjuVTvGZBUw/GsXV2EyaVavAxM61cLRW7mkZzyKG39egSF3Eqpur2Bi+ETszO1Z3Wk1Lp5Zyx9ItOxEOfgdRv0GVJtq2t6KyL+oJi8tk9I4QohKz6duwCgE96lDOTMENnaBYJx+dZNqFaWQWZjKs3jA+8/pM+W1v8DI4PRtMrKDfJvB8R+5UOmXmqZh6MJzd1x/j4WjFho8bU9dJtL3C84vPe8z80FmEpN2giV0zRtUdh52ZsksPo8fB2nN7s2LJ8/mc3KZjwUjZbe/ukASWndW2vRN9a9HLy1HZHy50EMPvK3Yr5Rb+5/25l3kPv1p+jG40GitjBd+YXZIgbCccHgOqfOg8A5oNU3TbW1SsYfnJO6w6fY+KlsZs+LgRHTwc5I4llEKZhZnMuTyHgzEH8bDxYI3vGuW3vclR2nN7H1+D2m/DW4vAUtlf856M1La9KTlFjOhQk6871BJtr/DcNJKG/Q/3sDZqFQZ6+ozxmkDXKm8peyArysXy4izMwjZTXK46Ge/sorhyE7lT6ZSQVcD0o9FceZRBk6rlCejiVirb3r8Sw+8rUqQuYnXIajbc2oCtmS2rOq6idZXWcsfSLSdJ2/ZGHoQqjaH3D4pve2891ra9kU+y8WvgxOQenpQzV3BDJyjW6djTTL0wlYyCDIb6DOVzr88xMlDwc0mjhuDlcGoWGFtA3w3aC9sU/Mafma9i+sEIdl6Lw93BivWDGuNVRbS9wvNLyItnftgsbqZep1HFJoz2Go+9mbJLD6PHF7Tn9mbFkufzGblNv1d02ytJEntCE1h65j4A431r8U4pbnv/Sgy/r0B4ajj+5/25m3GX3jV7M6bxGKyNFXyrHkmCW7u05/YW5YLvNGj+teLb3hWn7rLq1F1sLIxZP6gRneoo+4VPUKbMwkzmXZnH/nv7cavgxqqOq6htW1vuWLolR//R9l4Fjx7QYzFYKvtr3lNRSYzfFUZyTiFft6/J8I41MTFU7muMoEwaScOBR3tZE7kSfT09RnmNo3uVnsoeyFR5WFyYjXnYRtTW1ch8ZyeqysrexOpJVgEzfo/m0sMMGlctj39nNyqXK91t71+91PC7adMmduzYgZ6eHm5ubsyePRsTk9Jxm4tXQaVWsTp0NT+G/YitqS0rO66kTZU2csfSLScZfhsJt/eDU0Nt22un7K95w+MzGb0jlNsJWfjVd2JSzzqUNzeWO1apINbs352NO8vU4KmkFqQyxHsIQ7yHKL/tvbASTs4AY3Po8yPU7aPotjerQMWMgxH8ejWOWvaWrB3UEO8q5eWOpXg5OTlMnDiR2NhYjI2N+f7776lfX7m7e70OT/ISmB82ixup12hYsTGjvcbjYOYodyydjOIvYXViJAZZD8nz/oTcZuPAyFzuWM8kSRJ7w56w9EwMGkliXKea+HlXUvaHixfwwsNvYmIiW7Zs4dChQ5iamvLNN9/w22+/4efnV5L5So2I1Aj8g/y5k36Ht2u8zdjGYylnovCv827thkOjoTAbOk2B5sPBQLlfBqjUGlaeusuKk3epYGHMukGN8BVt778m1uz/yyrKYt7leey7t4+a5WuyrOMyPG095Y6lW8od2DsM4i6D+1vattdK2c//M9HJjNsVSmJWAcPa1eCbTrVE2/sv3bhxAwsLC3bt2kVcXBwjR45kx44dcseShSRJHIzdx+rbKwAYWXcsbzn3UvZApsrH4uIczEI3oLGuSkbvHaicmsudSqcnWQXMPHaHiw/SaeRcDv8ubjiVU+5pGS/jpSYdtVpNQUEBhoaGFBQUYG+v7K/dXgWVWsXasLWsC12HjakNKzqsoK1zW7lj6ZabAr+Ngoi9ULmBtu2195A7lU4R8VmM3hFCREIWvetVZsrbnqLtfQFizcK5uHNMuTCF1PxUPvf6nC99vsTYQMHPJY0aLv4AJ6drd3ryWwde/RTd9mYXqJj5221+uRJLTXtLdg9rST3n8nLHKlVatGjB8uXLad26Nenp6QwYMEDuSLJ4kp/AwtA5XEu9QgPbRoz2Ho+jWSW5Y+lkGH8Zq5MjMcx8QL7Xx+Q0n6D4tnf/rScsPq1te8d2rEkfn0roK/g15mW98PDr4ODAJ598Qvv27TExMaFly5a0atWqJLMpXmRaJP7n/YlKj6Kna0++b/K98tve8L3awbcwCzpOhhYjFN/2/nD6HstP3qGcmRFrPmxIF09lf82lVGV9zWYXZTP/ynz23N2jbXvbL8OzotLb3ruw7yuIvQhu3aDnErBS9vP/3J1kvt8ZypOsAr5sW4NvO9XC1Ei0vc9r06ZNeHt788svv/D48WNCQkLkjvRaSZLEb7H7WR25HI0k8a3nGHpW7a38tvfSPMxC1qOxqkJG719ROSl7E6vE7EJm/h7NhQfpNKhSjoAublQp/2a2vX/1wlNPZmYmJ06c4MSJE1hZWfHNN9+wb98+evVS9k5CJUGlVrEubB3rQtdR3rQ8y9ovo33V9nLH0i03FQ6NgvA9UKmetu11qCN3Kp0in2jb3luPs+jpU5mpb3tiY6Hghk7h/s2aDQwMJDAwEID09HS5opa4oMdBTA6eTHJ+Mp95fcZQn6HKb3svrYYT08DQBN5ZA94DFN/2zjoUyc+XH1HDzoJdQ1tQv2oFuWOVWhcvXmTy5Mno6+vj7OzMypUrqV27NjVqPHt3zdjYR/j59XmNKf9fdHQkvr4l862nZCWh6aSG6hI80kP/mAHLs5awnCUlcvz/KMnMPjYFTGuQhJ2lisAYa5aEG5L/0/gSOfZ/lOjfMVDkVJ98j26gZ4BZ9O/cO3KZweulEjn+f5Rk5hdx8+b1p/78hYff4OBgqlSpgo2NDQCdO3fmxo0bb/zwG5UWhX+QP5Fpkbzl+hbjm4xXftsbsV97UVt+BnQIgJbfKrrtLVZrWH3mHktP3MHa1IjVHzSga11lf81VGvybNTtgwIA/v159E84Fzi7KZsHVBey+s5sa5WqwpP0S6lasK3cs3VLvadveRxfArSv0WALWyn7+n7+Twve7QknIzGdIG1e+83UTbe9L8vDwIDg4mP79+5OZmfnnOcC6ODtX5dixM68p4d/5+rZ96ceWJInDcQdZdXspGkliiMcwenZ7B/0vX809oEsiM8X5WFxagNnNtWisnMjosJAOVVrSoWQi/k2J5AWSsguZdewOQffTqO9kzaSu7lQp36kEEv6vkspc0l54AqpcuTIhISHk5+djamrKhQsXqFtX4W8qL0GlUbE+bD1rQ9ZSzqQcS9ovoWPVjnLH0i0vTXtB261dUMkHBu0DB2V/zRv1JJvRO0IIe5xJD+9KTOtVV7S9JaSsrdngx8FMvjCZpLwkPqn7CcPqDcPEQMF3ttBo4PIaOD4VDIy13874vKfotjensJjZh26z7dIjXCtasOPLFjSsJtrekjBkyBACAgLYuXMnhYWFDB06FEdHZZ/y8jKS85NYeGsOl5MvUs+mAaO9x1PZ3EnuWDoZPrmG1YmRGGbcI9/zQ3JbTEQytpQ71jNJksRvEYksPHUPlVpiVPsa9K9f+Y0+t/dZXnj49fHxoUuXLrzzzjsYGhpSu3btN/aE/Oj0aPzP+3M77TbdXLoxockEypuWlzuWbrcPaDesyM+A9v7Q6ltQ8C2citUa1pyNYenxO1iZGrLq/QZ091J221XalJU1m1OUw4KrC9h1Zxcu5Vz4qdtPeNt5yx1Lt7QY2Pc1PAyCWp2h51Kwrix3Kp2C76YwZmco8Zn5fN7ahVGd3UXbW4IsLS1ZvHix3DFeOUmSOBL3G6tuL0UtqRleZyS9qvmhr6fgHf/+0/aGrENjUYmMt39G5azsTaySc7Rt7/mYNOo5WTOpizvOFd78c3uf5aW++x4xYgQjRowoqSyKo9Ko2BC2gdWhq7E2tmZxu8V0qvZqvhooMXlpcHgshO0ARy/4cC84Krvdu5OobXtD4jJ5y6sS03p5Ymup4IauFHvT1+yF+AtMDp5MYl4igz0H81X9r5Tf9l5ZB8engL4h9FoF9QYquu3NLSxmzuFIfrr4EJeKFuwY0pxG1W3kjiWUQskFySwKm8Ol5At429RjjNcEnCyqyB1LJ8Mn17V3cki/S36d98lt6Y9kbCV3rGeSJInDt5NYcPIeRWoN37Vz5d0GTmWy7f0r5Z74KbM76XeYeH4it9Nu07V6VyY0nUAFU4V/nRf5Gxz4FvLToN0EaD1S8W3v2nMxLDl2B0tTQ1YMrE8Pb2W3XYIy5apyWXh1ITuid1Ddujpbum3Bx85H7li6pd3/o+09DzU7Qc9lUE7ZX/NeuJfK2F0hxKXn82krF0Z3dsfMWLS9wvORJImjjw+xMmIpxRoVX9f5lt7V+iq87S3A4vJCzG6uQWPhSMbb21E5K3sTq5Q/2t5zMWn4VNae21u1DLe9fyWG3/9SrClm462NrApZhbWxNYvaLcK3mq/csXTLS4Mj4yA0EBy84INdUEnZX/PeTcpm1I5QQmIz6FbXkem961JRtL3CC7iYcJHJQZNJyE3gY8+P+areV5gaKngbTo0Grv4IxyZrtxB/ewXU/0DRbW9eUTFzD0ey+cJDqtua8+uQ5jQWba/wAlIKklkUNpeLycF4VfBhrPdE5be9iTexOvEdhul3yK/zHrktJym+7T0SqW17C4s1fNtW2/Ya6Cv3NeZ1E8PvX9xNv4t/kD/hqeF0rtaZic0mYmOq8Bf4qMPatjcvBdqOg9ajwFC5F4ipNRLrzsWw6Fg0FsYGLHuvPj3fwK0ThVcvT5XHomuLCIwK/LPtrWdfT+5YuqU/0La9D85BjQ7w9nIop+w3/osxqYzdGUpseh6DW1ZnbBcP0fYKz02SJI49PsKKiCWoNEUMq/0NftX7KbvtVRdicXkRZjd+QGPhQEbPraiqtpM7lU4puUXMOXaHM/dS8apkzaSublS3Ue4GG3IRwy/atndT+CZW3VyFpZElC9ouoEv1LnLH0i0/HY6Mh5Cfwd4T3v9Ve0cHBbublMOYnSHceJRBF08HZvT2ws5KtL3C87uccJlJwZOIz4lnUJ1BDK8/XPlt77UN8Psk0NPXnuLQYJDi2955R6LYFPyAarbmBH7RnCYuCi8DBEVKLUhh0a15XEg6T90K3oz1nkgVC2e5Y+mkbXtHYpgeTX7tAeS2nIxkYi13rGeSJInfI5OZf/Iu+So1I9q4MLBhFdH2PkOZH37vZdwjICiAsJQwfKv5MrHpRGzNbOWOpVv0UTjwDeQkQZux0GaM4tveH8/HsOD3aMyNDVj6bj3e9qks2l7hueWp8lh8bTG/RP1CVauqbOq6iQYODeSOpVvGI23be/8MuLbTnuZQXtlv/JfvpzFmZwgPU/P4uEV1xnZ1x9y4zL9dCM9JkiSOxx9lRcRiCtWFDPUYjp9Lfwz0FPzNgboQ8ytLML++Co25HZk9tlBU7VXctbfkpOYWMef4HU7fTaVuJSsmd3Gnuq1oe3Ups69mao2azRGbWXljJeZG5sxvM58u1bsoeyDLz4CjE+DmNrCvA+/9DJXry51Kp5jkHEbvCOH6owx86zgw85262FspuKETFOvKkysEBAUQnxPPB7U/YESDEZgZKvjiDUmCaxvh9wDtf/dYAg0/VnTbm1+kZt7RSDYFP8C5gjm/fNGMZq4KLwMERUorTGXxrXkEJZ6jTvm6jPWeSFXLanLH0skwKVR7bm9aFAUe/clpNRlJwZtYSZLEsahk5p3Qtr3DW7vwfiPR9v4bZXL4jcmMIeB8AKEpoXSs2hH/Zv5UNKsodyzd7hyD/SMgJxFaj4a2Y7XbniqUWiOxMeg+849GYWpkwJIB9ehVT7S9wvPLU+Wx9PpStkdux9nKmY1dN9LQoaHcsXTLiIX9wyHmFLi0hV4roHxVuVPpdOVBGmN2hPAgNY9BzavxfVcPLEzK5FuE8BIkSeJk/DGWRywiX13Alx5f08dlgMLb3iLMry7F/NoKNOYVyXxrM0XVlb2JVVpeEXOP3+XknRQ8Ha2Y3NUdF9H2/mtl6pVNrVGzJWILK26swMzIjLmt59LNpZuyB7KCTG3be2Mr2HnAu9vASdlf88Yk5zB2ZyhXH6bTqbY9s97xwt5atL3C87v65CqTgicRmx3L+7XfZ0T9EZgbKfgFXpLg+mY46g+SBt5aBI0+UXzbu+D3KDYE3cepvBnbP29KixoKLwMERUorTPuj7T1LnfKef7S91eWOpZNhcpi27U2NpMC9LzmtpiApfBOr/7S9uUXFfNWqOh80dsZQtL3PpcwMv/cz7xMQFEBIcgjtndszqfkk5be9d49r297sBGg1EtqNU3Tbq9FIbAx+wLwjkZgY6rOovw/v1HdS9ocLQZHyVHksu7GM7be342TpxIYuG2js2FjuWLplxmnb3nsnoXprbdtbobrcqXS69jCN0TtCuZ+SywfNqjK+W23R9grPTZIkNG4aPjn7PvnqfL7w+Ip+Lu8qvu0d6pFG+Z090Zjaktl9I0Uuyr6tqcbInPEHIjgenUJtB0smd/WmRkULuWOVSm/8q5xao2br7a0sv7EcEwMTZreezVsubyl7ICvIhKMT4cZPUNEdPj0OVZT9Ne+DlFzG7AzhyoN0OnjYM9vPCwfR9gov4HridQKCAniU/Yj3PN7j2wbfKr/tvfGTds1q1NB9ATT6FPSVewunApWahb9Hsf78fSqXM2P7Z01pUVPhZYCgSOmFaSy5tQDpLTWVzZ343sefagpvew2Sw7E+8R1DPNIpqOlHTuupSArfxOpEdDLZrYZz+m4qw1pV50PR9r6UN3r4fZD5gICgAG4m36RdlXZMaj4JO3M7uWPpdvfEH21vPLT8FtqNByPlDpEajcTmCw+YeyQSIwN9FvTzoU8D0fYKzy+/OJ9l15ex7fY2KltW5sfOP9KkUhO5Y+mW+RgOjNB+S1OtlbbttXGRO5VO1x6mM2ZnCDHJuQxsWpUJ3WtjKdpe4QWcTjjB0vCF5BXnondOn+UzV2Ogr+DnklqF+bXlmF9bhsbUhm8uOuL/1TK5U+mUkadi3sm7HItKxqAgk5++aEtN0fa+NAU/S1+cWqNm2+1tLLuxDGMDY2a1mkUP1x7KHsgKsuB3f+35ghXd4NNjUKWR3Kl0epiay5idoVy+n0Y7dzvm+HnjWE65g7qgXDeSbhAQFMDDrIcMcB/AyIYjld/23twGRyaARgXd5kPjzxTf9i46Fs36czFUKmfG1k+b0qqWaHuF55dRmM6S8AWcfXIK93IejPX254uFgxU9+BqkRGB14juMUsIpqNWbnDbTObO9N/5yB9Ph5J0U5h6/Q1ZBMV+2rMbPkyZTc9p7csd6Iyj3mfqCHmU9IiAogOtJ12lTpQ2Tm0/G3txe7li63TulPVcw6zG0GAHtJ4CRcm/hpNFIbLnwgLlHojDU12NeX2/6Nayi7A8XgiIVFBew/MZyfor4iUoWlVjfeT1NKzWVO5ZuWfHa+2zf+R2qtfyj7XWVO5VONx6lM3pHCPeSc3mviTMTutfGytRI7lhCKXQ64SRLwxeQV5zLZ25fMsB1oKKHXtQqzK+vxPzqEiST8mR2W0+Ra1e5U+mUka9i/om7/B6VjLu9JSv6elHLzpJfJI3c0d4YCn7GPh+NpGH77e0svb4UI30jZrScwds13lb2QFaYrb0H6LWNYFsTPjkKzsr+mvdRah5jdoZw6X4abd3smNPHi0rllDuoC8p1M+kmAUEBPMh6QH+3/oxsNBILIwV/nSdJ2h0VD48DdRF0nQtNvlB827v4eDTrzsbgaG3Klk+a0MZN4ad+CYqUWZTB0vCFnE44gZu1B9/7TMTFqobcsXQySL2N1YmRGCWHUVCrFzmtpyOZKXuXwtN3Uph9/A6ZBcUMaVGNj5s4Y2ig3NeY0uqNGH5js2IJCA7gWuI1Wjm1YkrzKThYOMgdS7eY07BvOGTGQvOvoYO/4tverZceMudwJAZ6eszt40X/Rs7K/nAhKFJBcQErb65kS8QWHMwdWOu7luaVm8sdS7eshD/a3qNQtTn0Wgm2yn7jD4nNYNSOEO4m5TCgkTMTe9TGWrS9wgs4m3CKJeHzyVHl8InbF7zr+gGGSm57NcWYX1+F+ZXFSCbWZHZdS1GN7nKn0ikjX8WCk3c5GpmMm50Fy/t44WZvKXesN5aCn73/TCNp+DnyZ5ZeX4qBngHTWkyjd83eyh7ICnPg2CS4+iPY1IBPjkDVZnKn0ik2LY+xO0O5EJNK61oVmdvHm8rllTuoC8oVkhxCQFAA9zPv09etL6MajsLSWMEv8JIEoYFweCwUF0GX2dD0S0W3vYXFapYcv8OaM/dwsDZl0+DGtHNX+KlfgiJlFmWyLHwhpxKOU8vanQVNluNqrewPfQapkX+0vaEU1HybnDYzFN/2nrmbyuzjd8jIV/FF82oMbira3let1A6/sdmxTAqaxNXEq7R0asmU5lNwtHCUO5Zu98/Cvq+0uz81+0rb9hor96IejUZi2+VHzD50G309PWb7efFuY9H2Cs+vUF3Iypsr2Ry+GXtze9Z0WkMLpxZyx9It+wkc+BaiD4NzM+i9qlS0vaN3hHAnKYf+jarg36OOaHuFF3LuyRmW3JpHtiqbwbU+570aH5aCtvcHbdtrbElml9UU1ewhdyqdMvNVLDx1j8O3k6hlZ8FSv7q4i7b3tVDwM/npNJKGwKhAFl9bjIGeAVNbTOWdmu8oeyArzIHjU+DKOu2FMYMPQzVlf80bl57H97tCCbqbSquaFZnb1xsn0fYKLyAsOQz/IH9iMmPoU6sPoxqNwsrYSu5YzyZJELYDDo2B4gLoPBOaDQV95d6wv7BYzbITd1h9JoaKlsZs/Lgx7T1E2ys8v8yiTFZELOZE/O/UtK7FvCZLqWFdU+5YOhmkRWvv5JAUQkGNHuS0nYlkZit3LJ3O3Utl1rE7pOcV8VmzqnzSrCpGou19bUrV8BuXHcfk4MlcfnKZFpVbMLXFVOW3vQ/Ow95hkPEImg6FjpMU3fZKksT2y4+Y9dttAGa+U5eBTaoq+8OFoEhF6iJW3VzFxvCN2JnZsbrTalo6tZQ7lm7ZiXDwO4j6Dao00ba9FWvJnUqnsLhMRu8IISoxm74NqxDQow7lzETbKzy/oMSzLAqbR5Yqk49qfcr7NT5SfNtrdmM1FpcXIRlbkNX5Bwpr9ZQ7lU5ZBSoWnbrHbxFJ1KxoweJ3PPFwUHAZ8IZS8LP6/2kkDTuidrDw2kL09fSZ3HwyfWr1UfZAVpQLx6fC5TXaLU4//g2qK/uN/3FGPuN2hXLuTgotatgyt483zjbKHdQF5bqVcgv/8/7cy7zHOzXfYUzjMaWg7d0Jh8dAUR74TofmXym67S0q1rD85B1Wnb6HrYUxGz5uRAcPhV/oKyhSVlEWKyIWczz+KK5WNZnbZBE1rd3kjqWTQdqdP9remxTW6E52m1lI5sq+b/X5GG3bm5ZbxCfNqvKZaHtlo/jh93HOYyYHTebSk0s0q9SMaS2mUcmyktyxdHsQpD23N/0+NBkCnSaDsXJv4SRJEr9ciWXmb7fRSBLTe9fl/SZV0RdbJwrPqUhdxOqQ1Wy4tQFbU1tWdVxF6yqt5Y6lW06Stu2NPAhOjaD3D2Cn7Df+W4+1bW/kk2z8GjgxuYcn5cxF2ys8v+DE8yy6NZfMogwG1fyE92t+hJG+gp9LGjVmN9dgcXkhkqEZWZ1XUljzbVBwGZZdUMyi0/c4GJ6Iq605C3p5UsdRwWVAGfBSw29WVhb+/v5ER0ejp6fHrFmzqF+/fokEkySJHdE7WHh1IQABzQLo59ZP+W3viWlwaQ2UrwofHQQXZb/xx2fkM253GGejk2nuasu8vqLtfZO9yjUbnhqO/3l/7mbcpVeNXoxtMhZrY+sSOfYrIUlwa5f23N6iXOg0FVoMV3zbu+LUXVaduksFC2PWD2pEpzqi7S0LxowZw6effoqHh0eJHC9blcXKiKX8/vgwrlY1mN1oAbXKuZfIsV8Vg/S72rY38QaFrl3JbjsbyVzZ960Oup/GrN+jSc0tYnBTZz5rVg1jQ9H2yu2lht+ZM2fSunVrli1bRlFREQUFBSUSKj4nnsnBk7mYcJGmjk2Z2nIqTpZOJXLsV+bhBdg3DNJioPHn0GkKmCj3qk1Jkvj1aiwzDt6mWCMxvZcn7zetJtreN9yrWLMqtYrVoav5MexHbExtWNlxJW2qtCmBtK9QTjL8NhJu7wenhn+0vcp+4w+Pz2T0jlBuJ2TxTn0nJvesQ3lzY7ljCa/B9u3byc7OLrHB92JSEAvD5pJelM6HNQfzQc2Pld/2hqzD4tJ8JENTsnyXU1irt6Lb3pzCYhafvsf+W4m42Jozr5cnnqLtVYwXHn5zcnK4cuUKc+bMAcDY2Bhj45d7IZYkiV13drHg6gI0kgb/pv70c++Hvp6CPyUV5cHJ6XDxByjvDB8dABdlv/EnZOYzblcYZ6KTaepiw/y+PlS1FW3vm+5VrNmI1Aj8g/y5k36Ht2u8zdjGYylnUq4k4r46t3bDodHaHRY7TtZuKW6g3DPAVGoNK0/dZcXJu5Q3N2bthw3p7KnwC32FEhMZGcnq1avZtWvXSx8rR5XNyoilHH18CBdLV2Y2modbuZIZqF8Vg/R7WJ0cidGTaxS6dNG2vRbKvpPJhQdpzDgaTUpuER81cebz5tUwEW2vorzwK35sbCw2NjaMHz+eyMhIPD09mThxIubmLz5Ezbo0i1+ifqGJYxOmtphKFasqL3ys1+LRJdg7FNLuQaNPwXea4tveHdfimH4wgmK1xNS3PfmwmWh7y4qSXrPB8cEMOz6MCqYVWN5hOe2c25Vs4JKWmwK/jYKIvVC5vrbtta8tdyqdIuKzGL0jhIiELHrVq8yUnp5UsBBtb1mhUqkYNWoUAEOHDuXTTz+lW7duL3Ss/OJ8Pj//EckFybxf4yM+rDkYYwMFP5c0asxCf8Ti4lxt29tpKYVufopve5eciWFf2BOq25ix4e16eFZS8KlfZdgLD7/FxcVEREQQEBCAj48PM2bMYO3atXz77bcvHMbbzhsPGw/eqfWOstteVT6cnAEXVkI5Zxi0D1zbyZ1KpyeZBYzfHcqpqGSaVLdhfj9vqtkq9yI8oeT9mzUbGBhIYGAgAOnp6TqPV9GsIp96fcqgOoOU3/aG79UOvgWZ0CEAWn6r+Lb3h9P3WH7yDuXMjFj9QQO61lX4hb5Cibtw4QLOzs4sW7aMgoICBg0aRNOmTbGxefqOZbGxj/Dz6/PUX5P0JaQWGvTu6PFL4nZ+YXuJZo2OjsTXt22JHKuqRRFTGyRT37aAM0/MmXGzPMmBy4BlJXL8/yjJzCrbGuTV7Y1kao3J/SDSfz/Jt9uLS+TY/1GSeV8XuTPfvHn9qT9/4Vd/R0dHHB0d8fHxAaBr166sXbv2RQ8HQM8ayr4/HwCxl7Vtb+pdaDgYOk8HE+WexyNJEruuP2bqgXBUag2Te9bho+bVRdtbBv2bNTtgwAAGDBgAgJ+fn87juVVww62Csu+KQG4qHBoF4XugUj3taUkOdeROpVPkE23be+txFj19KjP1bU9sRNtbJpmZmVGuXDmMjY3R09PD2NgYlUr1zN/v7FyVY8fOvMaE/8/Xt+3LP7ZGjVnoBiwuztG2va3mUMe9D9tfUdtbEplzCotZdjaGPaFPqFbBjMld3fGq3A6YWCIZ/6pE/o5fM6VmfuHh187ODkdHR2JiYnB1deXChQvUqKHsrT9fiiofTs3Utr1WleHDPVCjg9ypdErMKmD87jBORibRuHoF5vX1waWiaHvLqjK3ZiP2ay9qy8+A9v7Q6lswUO5FPcVqDavP3GPpiTtYmxrxw/sN6OYl2t6yrHHjxpw/fx4/Pz/09PR49913cXB4M+/uoZ9xH+uTozBKuExhtY7ktJuDRuG3Nb30MJ0ZR6NJzC7kg0ZVGNKiGqZGyr1bjPD/Xup7v4CAAEaPHo1KpcLZ2ZnZs2eXVC5lib2ivZNDSjQ0+Ag6zwBT5Z7HI0kSe248Zsr+cIrUGgJ61OHjFtUxEG1vmVcm1mxemvaCtlu7wNEbPtwLjnXlTqVT1JNsRu8IIexxJm95V2La257YWprIHUtQgO+++47vvvtO7hivjqT5/7ZX35isDoso9Oin6HN7c4uKWX72PrtCEqhawYz179XDu7JyZwLhf73U8Fu7dm12795dUlmUR1UAp2dB8HJt2/vBbqjZUe5UOiVlFTBhTxjHbyfRsFoF5vf1xtVOuRfhCa/XG79mbx/UbliRnwbtJ0Kr7xTf9q45G8PS43ewNDVk5cAGvOWt7LZLEEqKfuYDrE6Owjj+EoVV25PTfp7i294rj9KZfjSaJ1mFvN+wCl+2FG1vaaTcKz7kFndNe25vShTU/xC6zART5V7UI0kS+27GM3l/OAUqNf5v1WZwSxfR9gplQ14aHB4LYTvA0Qs+3K39p4LdSdS2vSFxmXT3cmRar7pUFG2vUBZIGkzDNmF5YTaSviHZ7RdQUHuAotvevCI1y8/GsPOPtnfduz74OCl3JhB0E8PvfysuhNOzIWgpWDrC+7ugVie5U+mUlF3AxD23OBaRSP2q5VnQz4caou0VyorIQ3DwW8hLhXbjofUoxbe9687dZ/GxaCxMDFgxsD49vCvLHUsQXgv9zId/tL0XKaralux289FYKfv5fy02g2lHo0nILGBgQyeGtqwu2t5STgy/f/X4GuwdBsmRUO8DbdtrVl7uVM8kSRL7Q7Rtb16RmgndPfi0latoe4WyIS8NjoyD0EBwqAvv74RK3nKn0uluUjajdoQSEptBV09Hpveui52VaHuFMkDSYHprC5bBs5D09MluP5+C2u8quu3NV6lZcfY+v96Mx7m8KWsG+FC/imh73wRi+AVt23tmLpxfApb2MHAHuHWWO5VOydmF+O8N42h4IvWctW1vTXvR9gplRNRhOPAt5CZD2++h9WgwVO7twNQaifXnYlh4LBpzYwOWvVefnt6V0FPwG78glBT9rFht2/s4mCLnNmS3n4/GyknuWDpdi81g+tFoHmcW8G4DJ75qJdreN4kYfuNvaNvepAjwGQhdZ4FZBblTPZMkSRwMTWDSvlvkFqkZ182Dz1q5YGig4E1BBKGk5KfDkfEQ8jPYe8LAQKhcT+5UOt1NymHMzhBuPMqgcx0HZrxTF3srU7ljCcKrJ2kwDd+KZdAMbdvbbi4FdQYqvu1dee4+gTficSpnypoB3jSoUl7uWEIJK7vDb3ERnJ0H5xaBhR0M/BXcusidSqeUnEIC9t7i8K0n+DiXZ0Ffb2o5KHeDDUEoUdFH4cA3kJMEbcZAm7GKb3s3nL/P/N+jMDMyYOm79Xjbp7Joe4UyQT8rDqtTozGOO09Rldbatte6ityxdLoRl8m0o1HEZRQwoH5lvmrtgploe99IZXP4jb/5R9sbDj7vQdfZim57AX4LTSBg3y1yCooZ29WdL1q7irZXKBvyM+DoBLi5Dexqw3s/Q+X6cqfSKSY5hzE7Q7n2MB3fOg7MFG2vUFZIEqbh27AIng5Adts5FHi+r+i2t0ClZtX5B/xy/TGVypmyur83DZ3Lyx1LeIXK1vBbXATnFsC5hWBuC+/9Au7d5E6lU2pOIZP2hfNbWALeVcqxoJ8PbqLtFcqKO8dg/wjISdTexaHt92Co3AvE1BqJjUH3mX80ClMjAxYP8KF3PSfR9gplgn72Y6xOjcE49ixFTi3J7rAAjbWz3LF0CnmcybSj0TxKz6dfvcp83doFc2PR9r7pys7wmxCqbXsTw8B7AHSdA+Y2cqfS6XBYAv57b5FVoGJMF3eGtBFtr1BGFGRq294bW8HOA97dCk4N5U6l0/2UXMbsCOHqw3Q61bZn1jte2FuLtlcoAyQJv2pZVPi5I3qShuy2syjw/AD0lPt+VaBSk+/elc9/CaGStQk/9POmUdXycscSXpM3f/hVq7RN79n5YGYD724Hj7fkTqVTWm4Rk/bd4mBoAl5O5djerxnujqLtFcqIu8e1bW92gnaHtrbjwEi5Q6RGI7Ep+AHzjkZibKDPwn4++DUQba9QNuhnx2N1egyT6idTZN/ij7a3qtyxdPpP21vo0pI+PpUY3sYFC+M3fxwS/t+b/f/2k1vaXdqehIJXP+g2T/Ft75Fb2rY3M1/FKF83vmxXAyPR9gplQUEW/D4Rrm+Biu7w6XGoouy290FKLmN3hnL5QRodPLRtr2M55Q7qglBiJAnT279gETQNPU0xs0Mq8tmwXxTf9q4Oesj2a3E4WptgcXkj40ZtlDuWIIM3c/hVq+D8YjgzT7tJxYCtULun3Kl0Ss8tYvL+cPaHxONZ2ZqfPm1K7UrWcscShNfj3knYNxyy46Hlt9qd2hTe9m658IA5RyIxMtBnfl9v+jasItpeoUzQz4nH6tRYjB+dpqhyM7I7LCRw5yA+U/DgGxafxdQjUTxMz8fPuxIj2rrQ+9cYuWMJMnnzht/EcG3bmxACdftAt/lgYSt3Kp2Ohj9h4p5bZOQV8V0nN4a1F22vUEYUZMGxALi2CSq6wSe/g3NjuVPp9Cg1jzE7Q7h0P4127nbM8fMWba9QNkgSJpG/Ynl+KnoaFdmtp1Pg9ZGi297CYg1rgh6w7VocdpYmrOjjRdPqyr67k/DqvTnDr7oYghbD6blgWg76b4E6veROpVNGXhFT9oez92Y8dSpZs+WTJtSpLNpeoYy4dwr2D4fMOGgxAtpPACMzuVM9k0Yj8dPFh8w5HImhvh7z+njTr5Foe4WyQT8nAcvT32Py8CRFlZqS3XEhmnLV5Y6l060Ebdv7IC2f3l6OfNPWFUuTN2fsEV7cm/EsSIz4o+29CZ7vQPcFYFFR7lQ6HYtIZMKeMNJzi/imYy2+al8TY0PlfnoWhBJTmA3HJsHVDWBbEz79HZybyJ1Kp9g0bdt7MSaNNm52zPHzonJ55Q7qglBiJAmTqJ1YnpuMnqaInFZTyfcerPi2d23wQ7ZejaWihTHL+tSleXVlX+8jvF6le/hVF0PwUjg9B0ysoN8m7fCrYJl5KqYeCGf3jcd4OFqxaXBjPCuXkzuWILweMWdg39eQGQvNv4YO/opve7ddesjsw5Ho6+kxt48X/Rs5i7ZXKBP0c59geXocJg+Oo6rUhKwOC9GUd5E7lk7hT7KZeiSK+6l59KrryLftRNsr/K/S+4xIitS2vfHXtac3dF8IlnZyp9LpxO1Exu8OIzW3iBEdavJ1h1qi7RXKhsIcOD4ZrqwHmxrwyRGo2kzuVDrFpuXx/a5Qgu+l0rpWReb08cZJtL1CWSBJmETv0ra96kJyWk0h32sw6Ct384eiYg3rLjzkpyux2FoYs8SvLi1dRNsrPF3pG37VxXBhOZyaBcaW0Hcj1PWTO5VOmfkqph2IYNf1ODwcrdjwcWPqOom2Vygj7p+DfV9BxiNo9pW27TU2lzvVM0mSxLZLj5h96DZ6enrM9vPi3cai7RXKBv3cRCxPj8fkwe+oHBuR3XER6vKucsfSKeKPtjcmNY+eng58164GVqalb7wRXp/S9exIjtK2vY+vaW9d9tYisLSXO5VOpyKTGLc7lJScIoZ3qMlw0fYKZUVRLhyfApfXgo0rDD4M1ZrLnUqnuPQ8xu0K4/zdFFrVrMicPl5UqaDcQV0QSowkYRK9B8tzAegVF5DTchL53p8qvu398eJDNl+OxcbCmCXv1KWlq2h7hX9WOoZfjRourICTM7WNUZ8ftbcxU3ATk5mvYvrBCHZei8PNwZJ1gxrhXaW83LEE4fV4cF7b9qY/hKZDoeMkxbe9P1+OZdah20iSxMx36jKwSVXR9gplgl5uElZnxmNy/ygqx4Zkd1iEukINuWPpFJmYzZQjUdxLyeMtTwdGtnPF2tRI7lhCKaH84TfljrbtjbsCHj20ba+Vg9ypdDodlcS4XWEkZRfwVfsajOhYCxND5X56FoQSU5QLJ6bBpdVQoTp8/BtUbyl3Kp0eZ+Qzblco5+6k0KKGLXP7eONso9xBXRBKjCRhcmcflmf90SvOJ6eFP/k+nyu67VWpNfx48RGbLj2igrkxi9/xpJWrsu/lLyjPSw+/arWaPn364ODgwJo1a0oik5ZGDRdXwckZYGgKfuvBq6+i296sAhUzDkbw69U4atlbsubDlvg4l5c7liD86ZWtV4CHwbB3GKTfhyZDoNNkMLYo2ccoQZIkEXgllhm/3UYjSUzvXZf3m1RFX1+5rzFC2XTt2jVu377NBx98UGLH1MtLxurMBExiDqNyqE92x8WoK9QsseO/ClGJOUw9GsWd5Fy617FnVPsaou0VXshLD79btmyhRo0a5OTklEQerZS7sG8YxF4C97egx2LFt71no5P5flcoiVkFDG1Xg2861sLUSLmfnoWy6ZWs16I8ODkdLv4A5avCRwfBpXXJHf8VSMjM5/tdYZyNTqa5qy3z+oq2V1CmuLg4RowYwSeffFJixzS5cwDLsxPQU+WR03wC+fWGKL7t3XjpERsuxVLezIiFvT1pU0O0vcKLe6nh98mTJ5w+fZovv/ySTZs2vXwajVr7demJadq295214N1f0W1vdoGKmb/d5pcrsdSws2D3sJbUE22voEAlvl4BHl3Utr1p96Dx59BpCphYlsyxXwFJkthxNY7pByMo1khM6+XJB02ribZXUKScnBzGjBlD7969S+R4enkpWJ2diMm931DZ19PeycHGrUSO/apEJ+Uw5Yi27e1WW9v2ljMTba/wcl5q+J01axZjxowhNze3ZNIcGAE3toJbN+i5BKwcS+a4r8i5O8mM2xVGQmY+Q9q68l0nN9H2CopV4us1+ihsHwDlneGjA+DSpmSO+4o8ySxg3O5QTkcl09TFhvl9fahqK9peQZnUajVjx45lxIgRJCQkkJ6e/lLH0yvKoUJgZ/QLMshpNo78+l+CvnIv+ylWa9h4OZYfLz6inKkhC3rVoW1NZe/cKpQeL/zMP3XqFDY2NtStW5dLly6VTJpanaFGB/D0U3Tbm1NYzMzfbvPz5Ue42lmwc2gLGlStIHcsQXimf7teAwMDCQwMBPjnN1sbV23T2/gzxbe9O6/FMe1gBMVqiSk96zCoeXXR9gqKtmHDBqKjo1m8eDFpaWmo1Wo8PT1p1uzZm8PExj7Cz6/PU3/NQE9icK1iTiU4cG/3DmBHieaNjo7E17dtiRxLbelAnpcf6nKVMYoPpfj2QWbszmdGiRz9/5Vk5tehtOUF+TPfvHn9qT/XkyRJepEDLly4kH379mFoaEhhYSE5OTn4+vqyYMGCZ/4ZPz8/du/e/SIPpxjn76Tw/a5Q4jPz+by1KyN9RdsrvLjXtSbK6np9klnAhD1hnIxMokl1G+b386aarXIvwhOUTa41sXv3btLT0/n00091/j6VSk1GRt5rSvV3vr5tOXbszEsdo1itYdMfba+1qSHjOtWifa1X1/aWRObXqbTlBfkz29lZPfXnL9z8jho1ilGjRgFw6dIlNmzYoPONtLTLKSxm9qHbbLv0CNeKFuz8sjkNq4mbaQulQ1lbr5Iksfv6Y6YeCKdIrWFyzzp8JNpeQVCsuym5TD0cRWRSDp3d7RjToSblzcW5vcKrodwTfhQk+G4KY3eF8jgjn89auTC6i7toewVBoRKzCpiwO4wTkUk0rl6BeX19cKko2l6h9PLz85M7witTrJHYcjmWdRceYmViyNyetengZid3LOENVyLDb9OmTWnatGlJHEpRcguLmXM4kp8uPsSlogU7hjSnUXXR9gql25u6XiVJYs+Nx0zZr217A3rU4eMW1TEQba8gKNK9lFymHonidmIOndzsGNuxBhXMjeWOJZQBovl9hgv3Uhm7K4S49Hw+beXC6M7umBmLtlcQlCgpu4AJu29x/HYiDatVYH5fb1ztlHsRniCUZcUaiZ+uaNteC2NDZveoTSd30fYKr48Yfv9LXlExcw9HsvnCQ6rbmhP4RXOauIi2VxCUSJIk9t2MZ/L+cApUavzfqs3gli6i7RUEhYpJzWXqkWginmTT0a0iYzvWxEa0vcJrJobfv7gUk8qYnaE8SstjcMvqjO3iIdpeQVCo5OxCJu4J4/eIROpXLc+Cfj7UEG2vIChSsUZi29U41gY/wMzIgFk9auMr2l5BJmL4Rdv2zjsSxabgB1S1MSfwi2Y0dRVbJwqCEkmSxP4QbdubV6RmQncPPm3lKtpeQVCoB6l5TD0axa2EbNrXqsj3HWtiayHaXkE+ZX74vXw/jTE7Q3iYmsfHLaoztqs75sZl/q9FEBQpObuQgL23OBL+hHrO2ra3pr1oewVBidQaie3X4lgdpG17Z77lga+7HXoK3sRKKBvK7JSXX6Rm/tEoNgbfp0oFM37+vBnNa4i2VxCU6mBoPAF7b5FbpGZcNw8+by3aXkFQqgdpeUw7Ek1YQhbtatryfadaVBRtr6AQZXL4vfogjTE7Q7mfksug5tX4vqsHFiZl8q9CEBQvJaeQSftucSjsCT7O5VnQ15taDk/ftUcQBHmpNRI/X3/M6qAHmBjqM727B108RNsrKEuZmvgKVGoWHI3ix6D7OJU3Y/vnTWlR49VtnSgIwsv5LTSBgH23yCkoZmxXd75o7Yqhgb7csQRBeIqHaXlMOxpNaHwWbWvYMs5XtL2CMpWZ4ffawzTG7AglJiWXD5pVZVy32liKtlcQFCk1p5BJ+8P5LTQB7yrlWNDPBzfR9gqCIqk1EgXVmvP+T9cxMdRnajd3utW2F22voFhv/PRXoFKz6Fg0687FULmcGds+a0rLmqLtFQSlOhyWgP/eW2QVqBjTxZ0hbUTbKwhK9Sg9n2lHoiio3Z3WVcszwbcWFS1N5I4lCDq90cPv9UfpjN4RQkxyLgObVmVCd9H2CoJSpeUWMWnfLQ6GJuDlVI7t/Zrh7ijaXkFQIo0kEXgjnpXn7mNsoI956C4Wjlwi2l6hVHgjJ8EClZrFx6NZdzYGR2tTfvq0Ca1riZtpC4JSHbn1BP+9YWTmqxjl68aX7WpgJNpeQVCk2PR8ph+N4sbjLFq52jDBtxYD940Xg69Qarxxw+/N2AxG7wjhblIO7zVxZkL32liZGskdSxCEp0jPLWLy/nD2h8TjWdmanz5tSu1K1nLHEgThKTSSxI4b8aw4dx9DAz0mdXGjh6eDGHqFUueNGX4Li9UsOX6HNWfu4WBtyuZPmtDWTbS9gqBUv4c/YcKeW2TkFfFdJzeGtRdtryAoVVxGPtOPRnM9LpMWLhWY6OuGvZU4t1cond6I4Tfkj7b3TlIOAxo5M7FHbaxF2ysIipSRV8SU/eHsvRlPnUrWbPmkCXUqi7ZXEJRII0nsvJnAinMx6OvpEdDZjZ51RdsrlG6levgtLFaz9Pgd1pyNwc7ShI2DG9Pe3V7uWIIgPMOxiEQm7AkjPbeIbzrW4qv2NTE2FG2vICjR40xt23stNpNm1Ssw0bcWjtamcscShJdWaoff0Dht2xudmEO/hlXw71GHcmai7RUEJcrMUzH1QDi7bzzGw9GKTYMb41m5nNyxBEF4Co0ksTskgWVntW2vf+davF3XUbS9whuj1A2/hcVqlp+4yw9n7lHR0piNHzemvYdoewVBqU7cTmT87jBSc4sY0aEmX3eoJdpeQVCo+MwCpv8ezdVHGTStVh7/zm6i7RXeOKVq+L31OJNRv4YQlZhNnwZVmNSjDuXMRdsrCEqUma9i2oEIdl2Pw8PRig0fN6auk2h7BUGJJEliT2gCS8/cR08PJvjWoreXaHuFN1OpGH6LijWsOHmHlafvYWthzIaPG9HBw0HuWIIgPMOpyCTG7Q4lJaeI4R1qMly0vYKgWAlZBcw4Gs3lRxk0qVoe/y5uVBJtr/AGU/zwe+txJqN3hBD5JBu/+k5M7ukp2l5BUKjMfBUzDkaw41ocbg6WrBvUCO8q5eWOJQjCU0iSxJ6wJyw7E4MkwfhONXnHu5Joe4U33gsPvwkJCYwdO5aUlBT09fXp378/H330UYkFKyrWsPLUXVaeuksFC2PWD2pEpzqi7RWEF/Wq1+zpqCTG7QojKbuAr9rXYETHWpgYGpTY8QWhLCkuLmbq1KlERUWh0Wj49ttvadWqVYkd/0lWATN+j+bSwwwaVS1PQGc3KpcTba9QNrzw8GtgYMC4cePw9PQkJyeHPn360LJlS2rWrPnSoSLisxi1I4TbCVn0rleZKW97Ut7c+KWPKwhl2atas1kF2rb316tx1LK3ZM2HLfFxLl8yoQWhjAoMDMTe3p7p06eTlpbGwIEDOXToEPr6L3f6kCRJ7At7wpIzMWgkie871sTPpxL6ou0VypAXHn7t7e2xt9feZcHS0hJXV1cSExNf6o1Updaw6tQ9lp+8Q3lzY9Z+2JDOno4vfDxBEP7fq1izZ6OT+X5XKIlZBQxtV4NvOtbC1Ei0vYLwstzd3alevToANjY2mJiYUFxcjLHxixdBidmFzPg9mosP0mnkXA7/Lm44lTMrocSCUHqUyDm/cXFx3L59Gx8fn5c6zpgdIey9GU+vepWZ0tOTChai7RWEV6Ek1uyRW0/4cus1athZsHtYS+qJtlcQSkyjRo3+/Pe1a9fSpk2blxp8cwqLeX/LNQqLNYzpUJO+9UTbK5RdLz385ubmMmLECCZMmIClpeVLHatXfSd61XMS9+0VhFdI15oNDAwkMDAQgPT0dJ3H8axszfTedenXsIpoewXhFdm6dStRUVHMnz//H39vbOwj/Pz6PPXXJPQoqtYUo6Qo1h1MZ10J54yOjsTXt20JH/XVKm2ZS1tekD/zzZvXn/rzlxp+VSoVI0aMoGfPnnTu3PllDgUgtiYWhFfsn9bsgAEDGDBgAAB+fn46j+VsY86Hzaq9kpyCIMC2bdu4evUqCxYs+Ffn+jo7V+XYsTOvIdn/8vVtK9tjv6jSlrm05QXlZn7hM+clSWLixIm4uroyePDgkswkCMIrINasIJQe27dvZ/r06Tx69IiBAwfSv39/Hjx4IHcsQXgjvHDze+3aNfbt24ebmxu9evUCYOTIkbRtW7oqeUEoK8SaFYTSY+DAgQwcOFDuGILwRnrh4bdRo0ZERUWVZBZBEF4hsWYFQRAE4SVOexAEQRAEQRCE0kYMv4IgCIIgCEKZIYZfQRAEQRAEocwQw68gCIIgCIJQZuhJkiS9rgdr2rQpTk5Or+vhBEHxHj9+zKVLl+SO8VRyr9f09HQqVKgg2+M/r9KWF0Tm56Xk9SoIwr/3WodfQRCEf8vPz4/du3fLHeNfK215QWQWBKFsEqc9CIIgCIIgCGWGGH4FQRAEQRCEMkMMv4IgKNKAAQPkjvBcSlteEJkFQSibxDm/giAIgiAIQpkhml9BEARBEAShzHjjh9+EhAQ+/PBDunXrxltvvcXmzZvljvSvqNVqevfuzZAhQ+SO8q9kZWUxYsQIunbtSrdu3bhx44bckf7Rpk2beOutt+jRowcjR46ksLBQ7khlXmldryDW7Ksm1qvyFBcXExAQQP/+/enbty/nz5+XO9JzuXbtGlu3bpU7xnMZM2YMkZGRcsf4Rzk5OXzzzTf4+fnx7rvvKu715Y0ffg0MDBg3bhyHDx8mMDCQ7du3c/fuXblj/aMtW7ZQo0YNuWP8azNnzqR169YcOXKEffv2KT57YmIiW7ZsYdeuXRw8eBC1Ws1vv/0md6wyr7SuVxBr9lUS61WZAgMDsbe359dff2Xt2rXMmDEDjUYjd6x/JS4ujhEjRpSqD1Hbt28nOzsbDw8PuaP8oxs3bmBhYcGuXbuYP38+s2bNkjvS37zxw6+9vT2enp4AWFpa4urqSmJiosypdHvy5AmnT5+mb9++ckf5V3Jycrhy5cqfeY2NjbG2tpY51T9Tq9UUFBRQXFxMQUEB9vb2ckcq80rjegWxZl8HsV6Vx93dnffeew8AGxsbTExMKC4uljnVP8vJyWHMmDH07t1b7ij/WmRkJKtXr2b69OlyR/lXWrRowd27d2ndujVdu3bFy8tL7kh/88YPv38VFxfH7du38fHxkTuKTrNmzWLMmDHo65eO/3tiY2OxsbFh/Pjx9O7dm4kTJ5KXlyd3LJ0cHBz45JNPaN++Pa1atcLS0pJWrVrJHUv4i9KyXkGs2VdNrFdlatSoERUrVgRg7dq1tGnTBmNjY5lT6aZWqxk7diwjRoxQ9Lcdf6VSqRg1ahQAQ4cO5fDhwzIn+mebNm3C29ubs2fPcuTIERo0aCB3pL8pHa/UJSA3N5cRI0YwYcIELC0t5Y7zTKdOncLGxoa6devKHeVfKy4uJiIigvfee4+9e/diZmbG2rVr5Y6lU2ZmJidOnODEiROcO3eO/Px89u3bJ3cs4Q+lZb2CWLOvg1ivyrZ161aioqL47rvv5I7yjzZs2EB0dDSLFy9m1apVbN26lYsXL8odS6cLFy7g7OzM8ePH2bBhA2vWrCEtLU3uWDpdvHiRjz/+GH19fZydnTl//jz37t2TO9afysTwq1KpGDFiBD179qRz585yx9Hp+vXrnDx5kg4dOjBy5EguXrzI6NGj5Y6lk6OjI46Ojn82dF27diUiIkLmVLoFBwdTpUoVbGxsMDIyonPnzoo7Ib+sKk3rFcSafR3EelWubdu2cfXqVebOnVsqvvn4/PPPOX78OL/++ivDhg3jgw8+oFmzZnLH0snMzIxy5cphbGyMmZkZxsbGqFQquWPp5OHhQXBwMKD98Pqfc4CVQvnP1JckSRITJ07E1dWVwYMHyx3nH40aNYqzZ89y8uRJFi1aRLNmzViwYIHcsXSys7PD0dGRmJgYQPspVelfJ1WuXJmQkBDy8/ORJKlUZC4LStt6BbFmXwexXpVp+/btTJ8+nUePHjFw4ED69+/PgwcP5I71xmncuDGOjo5/3jmhX79+ODg4yB1LpyFDhnDhwgX69+/PoEGDGDp0KI6OjnLH+tMbv8nF1atXef/993Fzc/vzU+nIkSNp27atzMn+2aVLl/78ikPpbt++zcSJE1GpVDg7OzN79mzKlSsndyydli1bxqFDhzA0NKR27drMnDlT8eervelK83oFsWZfJbFeBUEoKW/88CsIgiAIgiAI//HGn/YgCIIgCIIgCP8hhl9BEARBEAShzBDDryAIgiAIglBmiOFXEARBEARBKDPE8CsIgiAIgiCUGWL4FQRBEARBEMoMMfwKgiAIgiAIZYYYfgVBEARBEIQy4/8AKphcqodX3FAAAAAASUVORK5CYII=
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E4%B8%8D%E5%90%8C%E7%BB%98%E5%9B%BE%E4%B8%8A%E4%B8%8B%E6%96%87%EF%BC%88plotting-context%EF%BC%89%E5%B1%95%E7%A4%BA%E5%9B%BE%E8%A1%A8%E5%B0%BA%E5%AF%B8%E5%8F%98%E5%8C%96">&#128202; &#20351;&#29992; Seaborn &#30340;&#19981;&#21516;&#32472;&#22270;&#19978;&#19979;&#25991;&#65288;plotting context&#65289;&#23637;&#31034;&#22270;&#34920;&#23610;&#23544;&#21464;&#21270;<a class="anchor-link" href="#%F0%9F%93%8A-%E4%BD%BF%E7%94%A8-Seaborn-%E7%9A%84%E4%B8%8D%E5%90%8C%E7%BB%98%E5%9B%BE%E4%B8%8A%E4%B8%8B%E6%96%87%EF%BC%88plotting-context%EF%BC%89%E5%B1%95%E7%A4%BA%E5%9B%BE%E8%A1%A8%E5%B0%BA%E5%AF%B8%E5%8F%98%E5%8C%96">&#182;</a></h1><p>本程序演示 Seaborn 的四种绘图上下文配置对图表元素（如线宽、字体大小等）效果的影响，主要流程如下：</p>
+<ol>
+<li><p><strong>设置默认绘图风格</strong></p>
+<ul>
+<li>使用 <code>sns.set()</code> 启用默认 Seaborn 风格（等价于 <code>set_theme()</code> 的基础版本）。</li>
+</ul>
+</li>
+<li><p><strong>构造绘图数据</strong></p>
+<ul>
+<li>创建 X 轴序列，以及三条 Y 序列，作为绘图数据。</li>
+</ul>
+</li>
+<li><p><strong>定义绘图函数 <code>showLine()</code></strong></p>
+<ul>
+<li>将三条折线图绘图过程封装为函数，以便重复调用。</li>
+</ul>
+</li>
+<li><p><strong>创建图像容器 <code>figure()</code></strong></p>
+<ul>
+<li>使用 <code>plt.figure()</code> 创建图形对象，并设置尺寸和 DPI 分辨率。</li>
+</ul>
+</li>
+<li><p><strong>分别应用四种 <code>plotting_context</code> 上下文设置</strong></p>
+<ul>
+<li>每种上下文类型（<code>paper</code>, <code>notebook</code>, <code>talk</code>, <code>poster</code>）定义了不同的图表元素尺寸标准；</li>
+<li>在 2x2 子图布局中分别显示四种风格；</li>
+<li>每个子图通过 <code>add_subplot()</code> 添加并配合 <code>with sns.plotting_context(...)</code> 局部生效。</li>
+</ul>
+</li>
+<li><p><strong>显示图表</strong></p>
+<ul>
+<li>使用 <code>plt.show()</code> 显示所有子图，方便直观比较上下文设置对图表尺寸和样式的影响。</li>
+</ul>
+</li>
+</ol>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[9]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 设置 seaborn 的默认样式（包括颜色、网格等），等同于 sns.set_theme()</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">()</span>
+<span class="c1"># 构造横轴数据（x），以及三条纵轴数据（y1, y2, y3）</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
+<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>
+<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>
+<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>
+<span class="c1"># 定义绘图函数，绘制三条折线图</span>
+<span class="k">def</span> <span class="nf">showLine</span><span class="p">(</span><span class="n">flip</span><span class="o">=</span><span class="mi">1</span><span class="p">):</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">)</span>  <span class="c1"># 第 1 条折线</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">)</span>  <span class="c1"># 第 2 条折线</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">)</span>  <span class="c1"># 第 3 条折线</span>
+<span class="c1"># 创建一个图形窗口，大小为 8x8 英寸，DPI 为 100</span>
+<span class="n">pic</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
+<span class="c1"># 使用 paper 上下文样式（适用于论文，元素尺寸最小）</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;paper&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>  <span class="c1"># 添加第 1 个子图（左上）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;paper&#39;</span><span class="p">)</span>  <span class="c1"># 设置标题</span>
+<span class="c1"># 使用 notebook 上下文样式（默认值，适用于常规交互笔记本）</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;notebook&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>  <span class="c1"># 添加第 2 个子图（右上）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;notebook&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 talk 上下文样式（适合展示或汇报，字体和线条更大）</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;talk&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>  <span class="c1"># 添加第 3 个子图（左下）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;talk&#39;</span><span class="p">)</span>
+<span class="c1"># 使用 poster 上下文样式（适合海报展示，元素最大）</span>
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">plotting_context</span><span class="p">(</span><span class="s1">&#39;poster&#39;</span><span class="p">):</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>  <span class="c1"># 添加第 4 个子图（右下）</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;poster&#39;</span><span class="p">)</span>
+<span class="c1"># 显示所有子图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%90-%E4%BD%BF%E7%94%A8-sns.despine()-%E6%8E%A7%E5%88%B6%E5%9B%BE%E5%BD%A2%E8%BE%B9%E6%A1%86%E7%9A%84%E6%98%BE%E7%A4%BA">&#128208; &#20351;&#29992; <code>sns.despine()</code> &#25511;&#21046;&#22270;&#24418;&#36793;&#26694;&#30340;&#26174;&#31034;<a class="anchor-link" href="#%F0%9F%93%90-%E4%BD%BF%E7%94%A8-sns.despine()-%E6%8E%A7%E5%88%B6%E5%9B%BE%E5%BD%A2%E8%BE%B9%E6%A1%86%E7%9A%84%E6%98%BE%E7%A4%BA">&#182;</a></h1><p>本程序展示了如何使用 Seaborn 提供的 <code>despine()</code> 方法控制图形边框（轴脊）的显示与隐藏。主要流程如下：</p>
+<ol>
+<li><p><strong>绘制折线图并去除边框</strong></p>
+<ul>
+<li>使用 <code>sns.axes_style('white')</code> 设置背景为白色；</li>
+<li>绘制多条折线图；</li>
+<li>调用 <code>sns.despine()</code> 默认移除顶部和右侧边框；</li>
+<li>设置标题为“控制图形边框”并显示图形。</li>
+</ul>
+</li>
+<li><p><strong>绘制箱线图并定制边框控制参数</strong></p>
+<ul>
+<li>使用 <code>np.random.normal()</code> 生成正态分布数据，作为箱线图输入；</li>
+<li>使用 <code>sns.boxplot()</code> 绘制箱线图；</li>
+<li>使用 <code>sns.despine(offset=10, left=False, bottom=False)</code> 调整边框：保留左侧和底部边框，同时设置边缘偏移；</li>
+<li>设置标题并显示图形。</li>
+</ul>
+</li>
+</ol>
+<p>该方法适用于提升图形美观性，常用于出版级或报告图表。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[20]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">):</span>  <span class="c1"># 设置 seaborn 风格为白色背景</span>
+    <span class="n">showLine</span><span class="p">()</span>  <span class="c1"># 调用自定义函数绘制三条折线图</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">()</span>  <span class="c1"># 默认移除上边框和右边框，提升图形简洁度</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;控制图形边框&#39;</span><span class="p">,</span><span class="n">fontproperties</span><span class="o">=</span><span class="n">my_font</span><span class="p">)</span>  <span class="c1"># 设置图标题</span>
+    <span class="c1"># 重设代码字体</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图形</span>
+
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">axes_style</span><span class="p">(</span><span class="s1">&#39;white&#39;</span><span class="p">):</span>  <span class="c1"># 设置为白色背景</span>
+    <span class="n">data</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="n">size</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">6</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span>  <span class="c1"># 生成模拟数据：正态分布 + 偏移量</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">boxplot</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">data</span><span class="p">)</span>  <span class="c1"># 绘制箱线图</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">despine</span><span class="p">(</span><span class="n">offset</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">left</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">bottom</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>  <span class="c1"># 控制边框显示，保留左边和下边，并设置偏移量</span>
+        <span class="c1"># 重设代码字体</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;控制图形边框&#39;</span><span class="p">,</span><span class="n">fontproperties</span><span class="o">=</span><span class="n">my_font</span><span class="p">)</span>  <span class="c1"># 设置图标题</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图形</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%A8-%E6%98%BE%E7%A4%BA%E5%BD%93%E5%89%8D-Seaborn-%E9%BB%98%E8%AE%A4%E8%B0%83%E8%89%B2%E6%9D%BF">&#127912; &#26174;&#31034;&#24403;&#21069; Seaborn &#40664;&#35748;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8E%A8-%E6%98%BE%E7%A4%BA%E5%BD%93%E5%89%8D-Seaborn-%E9%BB%98%E8%AE%A4%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序用于展示 Seaborn 当前默认的颜色调色板，流程如下：</p>
+<ol>
+<li><p><strong>获取当前默认调色板</strong></p>
+<ul>
+<li>通过 <code>sns.color_palette()</code> 获取 Seaborn 当前使用的颜色列表。</li>
+</ul>
+</li>
+<li><p><strong>可视化调色板</strong></p>
+<ul>
+<li>使用 <code>sns.palplot()</code> 绘制颜色条，每种颜色显示为一个并排的色块；</li>
+<li>可用于了解当前配色、选择视觉效果统一的颜色方案。</li>
+</ul>
+</li>
+</ol>
+<p>该方法常用于数据可视化前的调色板预览或自定义配色设计。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[14]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-18</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">())</span>  <span class="c1"># 显示当前 seaborn 默认的颜色调色板，每种颜色以色块形式排列展示</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-muted-%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B1%95%E7%A4%BA-Seaborn-%E7%9A%84%E9%85%8D%E8%89%B2%E9%A3%8E%E6%A0%BC">&#127912; &#20351;&#29992; <code>muted</code> &#35843;&#33394;&#26495;&#23637;&#31034; Seaborn &#30340;&#37197;&#33394;&#39118;&#26684;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-muted-%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B1%95%E7%A4%BA-Seaborn-%E7%9A%84%E9%85%8D%E8%89%B2%E9%A3%8E%E6%A0%BC">&#182;</a></h1><p>本程序展示了如何使用 Seaborn 中的 <code>muted</code> 风格调色板，并以色块方式进行可视化。主要流程如下：</p>
+<ol>
+<li><p><strong>获取指定风格的调色板</strong></p>
+<ul>
+<li>使用 <code>sns.color_palette('muted')</code> 加载 Seaborn 内置的 <code>muted</code>（柔和）色系调色板；</li>
+<li>该调色板包含一组低饱和度、舒适柔和的配色，适合正式、低对比度的图表展示。</li>
+</ul>
+</li>
+<li><p><strong>可视化调色板</strong></p>
+<ul>
+<li>使用 <code>sns.palplot()</code> 绘制调色板，按顺序展示每种颜色的色块。</li>
+</ul>
+</li>
+</ol>
+<p>该方法用于预览配色方案，便于统一图表风格或在实际绘图中指定配色参数。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[12]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-19</span>
+<span class="n">palette</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;muted&#39;</span><span class="p">)</span>  <span class="c1"># 获取 seaborn 内置的 muted 柔和风格调色板</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">palette</span><span class="p">)</span>  <span class="c1"># 将调色板绘制为色块序列，便于视觉预览</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HLS-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E7%9A%84%E8%B0%83%E8%89%B2%E6%9D%BF">&#127752; &#20351;&#29992; HLS &#33394;&#24425;&#31354;&#38388;&#29983;&#25104;&#30340;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HLS-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E7%9A%84%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序展示了如何使用 Seaborn 的 <code>hls</code> 色彩空间生成调色板，并以色块形式进行可视化。主要流程如下：</p>
+<ol>
+<li><p><strong>基于 HLS 色彩空间生成调色板</strong></p>
+<ul>
+<li>调用 <code>sns.color_palette('hls', 8)</code> 生成一个包含 8 种颜色的调色板；</li>
+<li>HLS 表示色相（Hue）、亮度（Lightness）、饱和度（Saturation），生成的颜色鲜艳、分布均匀，适合分类图表。</li>
+</ul>
+</li>
+<li><p><strong>可视化调色板</strong></p>
+<ul>
+<li>使用 <code>sns.palplot()</code> 将调色板颜色展示为一排色块，便于视觉预览和配色选择。</li>
+</ul>
+</li>
+</ol>
+<p>该方法常用于分类数据可视化（如柱状图、饼图、分类折线图）中的配色方案设计。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[13]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-20</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;hls&#39;</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>  <span class="c1"># 使用 HLS 色彩空间生成 8 种颜色，并绘制为色块用于预览</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-hls_palette()-%E8%87%AA%E5%AE%9A%E4%B9%89%E4%BA%AE%E5%BA%A6%E5%92%8C%E9%A5%B1%E5%92%8C%E5%BA%A6%E7%9A%84%E9%85%8D%E8%89%B2%E6%96%B9%E6%A1%88">&#127912; &#20351;&#29992; <code>hls_palette()</code> &#33258;&#23450;&#20041;&#20142;&#24230;&#21644;&#39281;&#21644;&#24230;&#30340;&#37197;&#33394;&#26041;&#26696;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-hls_palette()-%E8%87%AA%E5%AE%9A%E4%B9%89%E4%BA%AE%E5%BA%A6%E5%92%8C%E9%A5%B1%E5%92%8C%E5%BA%A6%E7%9A%84%E9%85%8D%E8%89%B2%E6%96%B9%E6%A1%88">&#182;</a></h1><p>本程序通过 <code>sns.hls_palette()</code> 创建一个自定义 HLS 色彩空间的调色板，并进行可视化展示。主要流程如下：</p>
+<ol>
+<li><p><strong>生成自定义 HLS 调色板</strong></p>
+<ul>
+<li>使用 <code>sns.hls_palette(8, l=0.3, s=0.8)</code> 生成 8 种颜色；</li>
+<li><code>l=0.3</code> 设置亮度较低，使颜色更深；</li>
+<li><code>s=0.8</code> 设置较高饱和度，使颜色更加鲜明。</li>
+</ul>
+</li>
+<li><p><strong>可视化调色板</strong></p>
+<ul>
+<li>使用 <code>sns.palplot()</code> 以色块形式展示自定义调色板；</li>
+<li>该方法适合需要暗色背景或更强视觉对比的场景。</li>
+</ul>
+</li>
+</ol>
+<p>通过调整 <code>l</code>（lightness）和 <code>s</code>（saturation）参数，可以根据具体需求灵活控制颜色风格。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-21</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">hls_palette</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mf">.3</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mf">.8</span><span class="p">))</span>  <span class="c1"># 生成一个包含 8 种颜色的 HLS 调色板，亮度为 0.3，饱和度为 0.8，并绘制色块</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HUSL-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E8%B0%83%E8%89%B2%E6%9D%BF">&#127752; &#20351;&#29992; HUSL &#33394;&#24425;&#31354;&#38388;&#29983;&#25104;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-HUSL-%E8%89%B2%E5%BD%A9%E7%A9%BA%E9%97%B4%E7%94%9F%E6%88%90%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序演示如何使用 Seaborn 中基于 HUSL（Human-friendly HSL）色彩空间生成的调色板，并以色块形式展示。主要流程如下：</p>
+<ol>
+<li><p><strong>生成 HUSL 调色板</strong></p>
+<ul>
+<li>使用 <code>sns.color_palette('husl', 8)</code> 创建一个包含 8 种颜色的调色板；</li>
+<li>HUSL 是对 HLS 的改进版本，更符合人眼对亮度感知的均衡，适合制作高辨识度的分类配色。</li>
+</ul>
+</li>
+<li><p><strong>可视化调色板</strong></p>
+<ul>
+<li>使用 <code>sns.palplot()</code> 显示调色板，将每种颜色绘制为等宽的色块；</li>
+<li>方便对配色方案进行直观预览与选择。</li>
+</ul>
+</li>
+</ol>
+<p>这种色彩方案常用于需要颜色区分清晰但视觉友好的数据图表。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[15]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1">#代码5-22</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;husl&#39;</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>  <span class="c1"># 使用 HUSL 色彩空间生成 8 种颜色，并绘制为色块展示</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-XKCD-%E5%91%BD%E5%90%8D%E9%A2%9C%E8%89%B2%E4%B8%8E%E8%87%AA%E5%AE%9A%E4%B9%89%E8%B0%83%E8%89%B2%E6%9D%BF">&#127912; &#20351;&#29992; XKCD &#21629;&#21517;&#39068;&#33394;&#19982;&#33258;&#23450;&#20041;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-XKCD-%E5%91%BD%E5%90%8D%E9%A2%9C%E8%89%B2%E4%B8%8E%E8%87%AA%E5%AE%9A%E4%B9%89%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序展示如何使用 <code>seaborn.xkcd_rgb</code> 和 <code>xkcd_palette()</code> 来绘图与展示自定义颜色。主要流程如下：</p>
+<ol>
+<li><p><strong>使用 <code>xkcd_rgb</code> 设置具体颜色绘制折线图</strong></p>
+<ul>
+<li>Seaborn 提供 XKCD 社区命名的颜色词典；</li>
+<li>使用 <code>'pale red'</code>、<code>'medium green'</code>、<code>'denim blue'</code> 为三条线设置颜色；</li>
+<li>使用 <code>lw=3</code> 设置线宽为 3，使线条更粗更明显；</li>
+<li>添加图表标题并显示图形。</li>
+</ul>
+</li>
+<li><p><strong>自定义定性调色板并可视化</strong></p>
+<ul>
+<li>创建包含多个 XKCD 命名颜色的列表；</li>
+<li>使用 <code>sns.xkcd_palette()</code> 生成调色板；</li>
+<li>使用 <code>sns.palplot()</code> 将调色板颜色以色块形式展示。</li>
+</ul>
+</li>
+</ol>
+<p>这种方式适合在需要个性化风格、增强色彩识别度的场合，尤其适合分类数据展示或演示文稿场景。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[21]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-23</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">,</span> <span class="n">sns</span><span class="o">.</span><span class="n">xkcd_rgb</span><span class="p">[</span><span class="s1">&#39;pale red&#39;</span><span class="p">],</span> <span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>  <span class="c1"># 使用 XKCD 命名的浅红色绘制第一条线，线宽为3</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">,</span> <span class="n">sns</span><span class="o">.</span><span class="n">xkcd_rgb</span><span class="p">[</span><span class="s1">&#39;medium green&#39;</span><span class="p">],</span> <span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>  <span class="c1"># 使用中绿色绘制第二条线</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">,</span> <span class="n">sns</span><span class="o">.</span><span class="n">xkcd_rgb</span><span class="p">[</span><span class="s1">&#39;denim blue&#39;</span><span class="p">],</span> <span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>  <span class="c1"># 使用牛仔蓝色绘制第三条线</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;线条颜色示例&#39;</span><span class="p">,</span><span class="n">fontproperties</span><span class="o">=</span><span class="n">my_font</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示折线图</span>
+
+<span class="n">colors</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;windows blue&#39;</span><span class="p">,</span> <span class="s1">&#39;amber&#39;</span><span class="p">,</span> <span class="s1">&#39;greyish&#39;</span><span class="p">,</span> <span class="s1">&#39;faded green&#39;</span><span class="p">,</span> <span class="s1">&#39;dusty purple&#39;</span><span class="p">]</span>  <span class="c1"># 自定义颜色名称列表（基于 XKCD 词典）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">xkcd_palette</span><span class="p">(</span><span class="n">colors</span><span class="p">))</span>  <span class="c1"># 使用自定义颜色列表生成调色板并以色块形式展示</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAASUAAABECAYAAADHuCM8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAACO0lEQVR4nO3aPW7UUBSG4eNJTBI8lqgIK5iGHokVREJKlx1RswcWQEeVKgULoKJgJCQKCqBAkUZOAJO5VPwkI5eOjybP01jybb7qledqqlJKCYAkZlMPAPifKAGpiBKQiigBqewOHazX6+i6Luq6jqqqbnMTsMVKKdH3fTRNE7PZ5nfRYJS6rovlcjnqOODuWiwW0bbtxvvBKNV1HRERL866OL/czn8NPH82j8dfT6aeMZp3D1/Fxw9vp54xivfzT3F0eBynX15PPWUUR4fHcfbyzdQzRrE/34unJ0/+NuamwSj9+cl2flni28V2RikiYu/q89QTRvWr/zn1hFFcXHXXntvocvV96gmjGroWctENpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKQiSkAqogSkIkpAKqIEpCJKQCqiBKSyO3RQSomIiAcH1a2NmcKPnUdTTxjVbn1v6gmjuL/TXHtuo4N2f+oJo9if70XEv8bcVJWBk9VqFcvlcrxlwJ22WCyibduN94NRWq/X0XVd1HUdVbXdX0vA7SmlRN/30TRNzGabN0iDUQKYgotuIBVRAlIRJSAVUQJS+Q3KWWOhCE7IdQAAAABJRU5ErkJggg==
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8C%97-%E5%B1%95%E7%A4%BA%E8%BF%9E%E7%BB%AD%E5%9E%8B%E4%B8%8E%E7%A6%BB%E6%95%A3%E5%9E%8B%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E4%BD%BF%E7%94%A8%E5%B7%AE%E5%BC%82">&#127767; &#23637;&#31034;&#36830;&#32493;&#22411;&#19982;&#31163;&#25955;&#22411;&#35843;&#33394;&#26495;&#30340;&#20351;&#29992;&#24046;&#24322;<a class="anchor-link" href="#%F0%9F%8C%97-%E5%B1%95%E7%A4%BA%E8%BF%9E%E7%BB%AD%E5%9E%8B%E4%B8%8E%E7%A6%BB%E6%95%A3%E5%9E%8B%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E4%BD%BF%E7%94%A8%E5%B7%AE%E5%BC%82">&#182;</a></h1><p>本程序展示了 Seaborn 中不同类型调色板的效果，包括<strong>连续型（sequential）</strong>、<strong>反转调色板（_r）</strong>、以及<strong>离散化调色板（_d）</strong>的应用。主要流程如下：</p>
+<ol>
+<li><p><strong>使用 <code>Greens</code> 连续型调色板</strong></p>
+<ul>
+<li><code>Greens</code> 是一种从浅绿色到深绿色的渐变色彩方案，适合表示数量级、强度、浓度等连续变量。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>YlOrRd_r</code> 反转调色板</strong></p>
+<ul>
+<li><code>YlOrRd</code> 表示从黄色到橙色再到红色的颜色过渡；</li>
+<li>后缀 <code>_r</code> 表示调色板被反转，即从红到黄的顺序。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>YlOrRd_d</code> 离散化调色板</strong></p>
+<ul>
+<li>后缀 <code>_d</code> 表示将连续型调色板转化为离散型调色板（适合分类变量）；</li>
+<li>通常用于分级热力图或分段色带等分类视觉效果。</li>
+</ul>
+</li>
+</ol>
+<p>通过对比三个调色板的输出，可以清晰了解它们在不同数据类型下的应用场景。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[22]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-24</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;Greens&#39;</span><span class="p">))</span>  <span class="c1"># 显示“Greens”连续型调色板（浅绿 → 深绿）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;YlOrRd_r&#39;</span><span class="p">))</span>  <span class="c1"># 显示“YlOrRd”调色板的反转版本（红 → 橙 → 黄）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;YlOrRd_d&#39;</span><span class="p">))</span>  <span class="c1"># 显示“YlOrRd”调色板的离散版本，适合分类变量使用</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-Cubehelix-%E7%94%9F%E6%88%90%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B9%B6%E5%BA%94%E7%94%A8%E4%BA%8E%E5%AF%86%E5%BA%A6%E5%9B%BE">&#127752; &#20351;&#29992; Cubehelix &#29983;&#25104;&#36830;&#32493;&#35843;&#33394;&#26495;&#24182;&#24212;&#29992;&#20110;&#23494;&#24230;&#22270;<a class="anchor-link" href="#%F0%9F%8C%88-%E4%BD%BF%E7%94%A8-Cubehelix-%E7%94%9F%E6%88%90%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF%E5%B9%B6%E5%BA%94%E7%94%A8%E4%BA%8E%E5%AF%86%E5%BA%A6%E5%9B%BE">&#182;</a></h1><p>本程序演示了如何使用 <code>cubehelix_palette()</code> 创建可用于连续变量的调色板，并将其应用于核密度估计（KDE）图。主要流程如下：</p>
+<ol>
+<li><p><strong>创建 Cubehelix 调色板预览</strong></p>
+<ul>
+<li>使用 <code>sns.cubehelix_palette(8, start=1, rot=0)</code> 生成包含 8 种颜色的 Cubehelix 调色板；</li>
+<li><code>start=1</code> 控制颜色循环的起点（影响色调），<code>rot=0</code> 表示无色调旋转；</li>
+<li>使用 <code>sns.palplot()</code> 可视化调色板色块。</li>
+</ul>
+</li>
+<li><p><strong>生成二维正态分布模拟数据</strong></p>
+<ul>
+<li>使用 <code>np.random.multivariate_normal()</code> 生成 300 个具有负相关的二维随机点 <code>(x, y)</code>。</li>
+</ul>
+</li>
+<li><p><strong>生成可连续使用的调色板对象</strong></p>
+<ul>
+<li>设置 <code>as_cmap=True</code> 将调色板转换为 <code>matplotlib</code> 可识别的颜色映射（cmap），适合用于等高线或热力图。</li>
+</ul>
+</li>
+<li><p><strong>绘制 KDE 密度图并应用 cmap</strong></p>
+<ul>
+<li>使用 <code>sns.kdeplot()</code> 以 <code>x</code> 和 <code>y</code> 为输入，绘制二维核密度图；</li>
+<li>设置 <code>cmap</code> 应用自定义色带，<code>shade=True</code> 填充轮廓区域；</li>
+<li>添加图表标题并展示图形。</li>
+</ul>
+</li>
+</ol>
+<p>该方法适用于连续型变量可视化，常用于热力图、地理密度图等图表。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[24]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-25</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">cubehelix_palette</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="n">start</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">rot</span><span class="o">=</span><span class="mi">0</span><span class="p">))</span>  <span class="c1"># 显示 Cubehelix 调色板（起点色调为1，无旋转）</span>
+<span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">multivariate_normal</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">],</span> <span class="p">[[</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mf">.5</span><span class="p">],</span> <span class="p">[</span><span class="o">-</span><span class="mf">.5</span><span class="p">,</span> <span class="mi">1</span><span class="p">]],</span> <span class="n">size</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>  <span class="c1"># 生成二维正态分布数据，包含负相关</span>
+
+<span class="n">cmap</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">cubehelix_palette</span><span class="p">(</span><span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>  <span class="c1"># 将 Cubehelix 调色板转换为可连续使用的 cmap 对象</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">kdeplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">cmap</span><span class="p">,</span> <span class="n">shade</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>  <span class="c1"># 绘制二维 KDE 密度图，应用连续颜色映射并填充阴影</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;连续调色板&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图形</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-light_palette-%E5%92%8C-dark_palette-%E5%88%9B%E5%BB%BA%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF">&#127912; &#20351;&#29992; light_palette &#21644; dark_palette &#21019;&#24314;&#36830;&#32493;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%8E%A8-%E4%BD%BF%E7%94%A8-light_palette-%E5%92%8C-dark_palette-%E5%88%9B%E5%BB%BA%E8%BF%9E%E7%BB%AD%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序演示了如何通过 Seaborn 提供的 <code>light_palette()</code> 和 <code>dark_palette()</code> 方法创建基于特定颜色的渐变调色板，并将其应用于密度图。主要流程如下：</p>
+<ol>
+<li><p><strong>使用 <code>light_palette</code> 创建亮色系渐变调色板</strong></p>
+<ul>
+<li>以 <code>'blue'</code> 为基色生成从浅到深的蓝色渐变；</li>
+<li>适合用于连续数据或表示低强度数值。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>dark_palette</code> 创建暗色系渐变调色板</strong></p>
+<ul>
+<li>以 <code>'yellow'</code> 为基色生成从深到浅的黄色渐变；</li>
+<li>常用于突出高数值或高浓度区域。</li>
+</ul>
+</li>
+<li><p><strong>基于 HUSL 空间自定义调色板并作为 cmap 使用</strong></p>
+<ul>
+<li>使用 <code>(200, 80, 60)</code> 的 HUSL 色值作为种子色；</li>
+<li>参数说明：<ul>
+<li><code>input='husl'</code>：输入使用 HUSL 色彩空间；</li>
+<li><code>reverse=True</code>：颜色顺序反转；</li>
+<li><code>as_cmap=True</code>：输出为可用于热力图或密度图的连续 colormap。</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><p><strong>应用自定义 cmap 到 KDE 密度图</strong></p>
+<ul>
+<li>使用 <code>sns.kdeplot()</code> 绘制二维核密度估计图；</li>
+<li>应用自定义色带并显示图表。</li>
+</ul>
+</li>
+</ol>
+<p>该方法适用于需要根据特定品牌色、设计语言进行可视化风格定制的场景。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[25]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-26</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">light_palette</span><span class="p">(</span><span class="s1">&#39;blue&#39;</span><span class="p">))</span>  <span class="c1"># 创建以 blue 为基色的亮色渐变调色板，并以色块形式展示</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">dark_palette</span><span class="p">(</span><span class="s1">&#39;yellow&#39;</span><span class="p">))</span>  <span class="c1"># 创建以 yellow 为基色的暗色渐变调色板并展示</span>
+<span class="c1"># 创建以 HUSL 色值为种子色的暗色调色板，反转顺序，作为 cmap 使用</span>
+<span class="n">pal</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">dark_palette</span><span class="p">((</span><span class="mi">200</span><span class="p">,</span> <span class="mi">80</span><span class="p">,</span> <span class="mi">60</span><span class="p">),</span> <span class="nb">input</span><span class="o">=</span><span class="s1">&#39;husl&#39;</span><span class="p">,</span> <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">kdeplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">pal</span><span class="p">)</span>  <span class="c1"># 绘制 KDE 密度图，应用自定义 cmap 色带</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;自定义连续调色板&#39;</span><span class="p">)</span>  <span class="c1"># 设置图标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图形</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%94%84-%E4%BD%BF%E7%94%A8%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%EF%BC%88diverging-palette%EF%BC%89%E5%8F%AF%E8%A7%86%E5%8C%96%E4%B8%AD%E6%80%A7%E5%88%B0%E6%9E%81%E7%AB%AF%E5%80%BC%E7%9A%84%E9%85%8D%E8%89%B2">&#128260; &#20351;&#29992;&#20998;&#32423;&#35843;&#33394;&#26495;&#65288;diverging palette&#65289;&#21487;&#35270;&#21270;&#20013;&#24615;&#21040;&#26497;&#31471;&#20540;&#30340;&#37197;&#33394;<a class="anchor-link" href="#%F0%9F%94%84-%E4%BD%BF%E7%94%A8%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%EF%BC%88diverging-palette%EF%BC%89%E5%8F%AF%E8%A7%86%E5%8C%96%E4%B8%AD%E6%80%A7%E5%88%B0%E6%9E%81%E7%AB%AF%E5%80%BC%E7%9A%84%E9%85%8D%E8%89%B2">&#182;</a></h1><p>本程序演示了如何使用 Seaborn 的分级（diverging）调色板来表现中心对称型数据（如偏差、变化程度等）。主要流程如下：</p>
+<ol>
+<li><p><strong>使用 <code>BrBG</code> 分级调色板</strong></p>
+<ul>
+<li>“棕-绿”色系，从棕色过渡到绿色，中间带有中性色，适合表现正负变化或上下偏离。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>RdBu_r</code> 分级调色板（反转）</strong></p>
+<ul>
+<li>“红-蓝”调色板，原版是红 → 白 → 蓝；</li>
+<li>使用 <code>_r</code> 表示反转方向：蓝 → 白 → 红；</li>
+<li>常用于热图或残差图等有正负对称意义的图表。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>sns.palplot()</code> 进行调色板可视化</strong></p>
+<ul>
+<li>将颜色按顺序展示为一行色块，便于选择与对比。</li>
+</ul>
+</li>
+</ol>
+<p>这些调色板适用于表示“零值为中心、两端对称”的数据场景，如偏差、增长率、温度变化等。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-27</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;BrBG&#39;</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>  <span class="c1"># 显示“BrBG”分级调色板（棕 → 中性 → 绿，7色）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;RdBu_r&#39;</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>  <span class="c1"># 显示“RdBu”调色板的反转版本（蓝 → 白 → 红，7色）</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8C%A1%EF%B8%8F-%E4%BD%BF%E7%94%A8-coolwarm-%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%E8%BF%9B%E8%A1%8C%E5%8F%AF%E8%A7%86%E5%8C%96">&#127777;&#65039; &#20351;&#29992; <code>coolwarm</code> &#20998;&#32423;&#35843;&#33394;&#26495;&#36827;&#34892;&#21487;&#35270;&#21270;<a class="anchor-link" href="#%F0%9F%8C%A1%EF%B8%8F-%E4%BD%BF%E7%94%A8-coolwarm-%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF%E8%BF%9B%E8%A1%8C%E5%8F%AF%E8%A7%86%E5%8C%96">&#182;</a></h1><p>本程序演示如何使用 <code>coolwarm</code> 分级调色板，并将其以色块形式展示。主要流程如下：</p>
+<ol>
+<li><p><strong>加载 <code>coolwarm</code> 分级调色板</strong></p>
+<ul>
+<li><code>coolwarm</code> 是一种经典的中心对称型调色板，颜色从冷色（蓝）过渡到暖色（红）；</li>
+<li>中间为浅灰白色，常用于表示正负变化、残差、偏离等具有中心值的数据。</li>
+</ul>
+</li>
+<li><p><strong>设置颜色数量并可视化</strong></p>
+<ul>
+<li>通过 <code>sns.color_palette('coolwarm', 7)</code> 设置调色板颜色数为 7；</li>
+<li>使用 <code>sns.palplot()</code> 将颜色以色块形式展示，便于查看和选配。</li>
+</ul>
+</li>
+</ol>
+<p>该调色板非常适合用于表示“高低、正负”对称型指标，广泛用于热力图、残差图等可视化图表。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[26]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-28</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;coolwarm&#39;</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>  <span class="c1"># 显示 coolwarm 分级调色板（蓝 → 白 → 红，7色）</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%94%84-%E4%BD%BF%E7%94%A8-diverging_palette()-%E6%9E%84%E9%80%A0%E8%87%AA%E5%AE%9A%E4%B9%89%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF">&#128260; &#20351;&#29992; <code>diverging_palette()</code> &#26500;&#36896;&#33258;&#23450;&#20041;&#20998;&#32423;&#35843;&#33394;&#26495;<a class="anchor-link" href="#%F0%9F%94%84-%E4%BD%BF%E7%94%A8-diverging_palette()-%E6%9E%84%E9%80%A0%E8%87%AA%E5%AE%9A%E4%B9%89%E5%88%86%E7%BA%A7%E8%B0%83%E8%89%B2%E6%9D%BF">&#182;</a></h1><p>本程序演示了如何通过 <code>sns.diverging_palette()</code> 自定义生成分级调色板，并进行可视化。主要流程如下：</p>
+<ol>
+<li><p><strong>基础使用：生成默认的分级调色板</strong></p>
+<ul>
+<li>通过设置两个色相角（如 240 到 10），在 HSV 色轮上生成对称配色；</li>
+<li>常用于表达“中心为 0，正负方向对称”的数据。</li>
+</ul>
+</li>
+<li><p><strong>自定义亮度与饱和度</strong></p>
+<ul>
+<li>使用参数 <code>s=80</code> 控制饱和度，<code>l=55</code> 控制亮度；</li>
+<li>色彩更加平衡、柔和。</li>
+</ul>
+</li>
+<li><p><strong>指定 <code>center='dark'</code> 生成深色中间调色板</strong></p>
+<ul>
+<li>默认中间为浅色（白色），设置为 <code>dark</code> 后中间色加深，适用于深色背景或高对比视觉需求。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>sep</code> 参数控制渐变间隔</strong></p>
+<ul>
+<li><code>sep=80</code> 表示将中间“中性色”区域拉宽，使调色板两端色块过渡更缓。</li>
+</ul>
+</li>
+</ol>
+<p>这些方法适用于定制高质量热力图、差异图和对称偏移型数据的视觉呈现。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[27]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-29</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">240</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">))</span>  <span class="c1"># 生成默认的蓝-红型分级调色板（7种颜色）</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">150</span><span class="p">,</span> <span class="mi">275</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">80</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mi">55</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">))</span>  <span class="c1"># 自定义色相、饱和度和亮度的绿色-紫色分级调色板</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">250</span><span class="p">,</span> <span class="mi">15</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">75</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mi">40</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">center</span><span class="o">=</span><span class="s1">&#39;dark&#39;</span><span class="p">))</span>  <span class="c1"># 生成以暗色为中心的调色板，适合深色背景</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">palplot</span><span class="p">(</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">150</span><span class="p">,</span> <span class="mi">275</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">80</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="mi">55</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">7</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="mi">80</span><span class="p">))</span>  <span class="c1"># 使用 sep 参数控制中间区域宽度，使渐变更平滑</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%A8-%E8%AE%BE%E7%BD%AE-Seaborn-%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E5%A4%9A%E7%A7%8D%E6%96%B9%E5%BC%8F">&#127912; &#35774;&#32622; Seaborn &#35843;&#33394;&#26495;&#30340;&#22810;&#31181;&#26041;&#24335;<a class="anchor-link" href="#%F0%9F%8E%A8-%E8%AE%BE%E7%BD%AE-Seaborn-%E8%B0%83%E8%89%B2%E6%9D%BF%E7%9A%84%E5%A4%9A%E7%A7%8D%E6%96%B9%E5%BC%8F">&#182;</a></h1><p>本程序展示了 Seaborn 中控制绘图颜色的三种方法，包括默认调色板、全局设置、以及临时设置调色板的用法。主要流程如下：</p>
+<ol>
+<li><p><strong>使用默认调色板绘图</strong></p>
+<ul>
+<li>调用自定义函数 <code>showLine()</code> 绘制三条线；</li>
+<li>未手动设置调色板，使用的是 Seaborn 默认调色方案。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>sns.set_palette()</code> 全局设置调色板</strong></p>
+<ul>
+<li>设置全局调色板为 <code>'YlOrRd_d'</code>（黄色到红色的离散色带）；</li>
+<li>后续所有绘图默认采用此调色板，直到下次更改或重置。</li>
+</ul>
+</li>
+<li><p><strong>恢复默认配置并设置中文字体</strong></p>
+<ul>
+<li>使用 <code>sns.set()</code> 恢复所有默认 Seaborn 设置；</li>
+<li>配置 Matplotlib 中文字体与负号正常显示。</li>
+</ul>
+</li>
+<li><p><strong>使用 <code>with sns.color_palette(...)</code> 临时设置调色板</strong></p>
+<ul>
+<li>在 <code>with</code> 语句块内应用 <code>'PuBuGn_d'</code>（蓝绿色渐变）作为临时调色板；</li>
+<li>块内图形使用该调色板，块外自动恢复默认；</li>
+<li>用于对比同一数据下不同配色方案的视觉差异。</li>
+</ul>
+</li>
+</ol>
+<p>这种灵活的调色板设置方式便于在报告或多图展示中统一或强调配色。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[31]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-30</span>
+<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>  <span class="c1"># 创建横轴数据</span>
+<span class="n">y1</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">1</span>  <span class="c1"># 第1条折线的y轴数据</span>
+<span class="n">y2</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">3</span>  <span class="c1"># 第2条折线的y轴数据</span>
+<span class="n">y3</span> <span class="o">=</span> <span class="n">x</span> <span class="o">+</span> <span class="mi">5</span>  <span class="c1"># 第3条折线的y轴数据</span>
+
+<span class="k">def</span> <span class="nf">showLine</span><span class="p">(</span><span class="n">flip</span><span class="o">=</span><span class="mi">1</span><span class="p">):</span>  <span class="c1"># 封装绘图函数</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y1</span><span class="p">)</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y2</span><span class="p">)</span>
+    <span class="n">sns</span><span class="o">.</span><span class="n">lineplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y3</span><span class="p">)</span>
+
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
+
+<span class="n">showLine</span><span class="p">()</span>  <span class="c1"># 使用默认调色板绘图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;默认调色板&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+
+<span class="n">sns</span><span class="o">.</span><span class="n">set_palette</span><span class="p">(</span><span class="s1">&#39;YlOrRd_d&#39;</span><span class="p">)</span>  <span class="c1"># 设置全局调色板为“黄色-红色”渐变（离散）</span>
+<span class="n">showLine</span><span class="p">()</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;使用set_palette设置调色板&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+
+<span class="n">sns</span><span class="o">.</span><span class="n">set</span><span class="p">()</span>  <span class="c1"># 恢复所有默认设置</span>
+<span class="c1"># 重设代码字体</span>
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
+
+<span class="n">pic</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>  <span class="c1"># 创建画布，设置尺寸</span>
+
+<span class="k">with</span> <span class="n">sns</span><span class="o">.</span><span class="n">color_palette</span><span class="p">(</span><span class="s1">&#39;PuBuGn_d&#39;</span><span class="p">):</span>  <span class="c1"># 临时设置调色板为蓝绿色离散色带</span>
+    <span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="n">showLine</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;使用color_palette设置调色板&#39;</span><span class="p">)</span>
+
+<span class="n">pic</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>  <span class="c1"># 块外恢复默认调色板</span>
+<span class="n">showLine</span><span class="p">()</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;默认调色板&#39;</span><span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAeIAAAELCAYAAAAFooXpAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABDZUlEQVR4nO3deVxU9foH8M8MMOwiIIgooKiAoqBI7qaCqLmgueNSqYXmkmm/vIXUNSmvdcurViZaaalluCu4pLkrqLmDyKYCIjuyDDDMdn5/KNOw4zAzZ87M8369er0anDnzMMz3PDNnPvMcHsMwDAghhBDCCj7bBRBCCCGGjBoxIYQQwiJqxIQQQgiLqBETQgghLKJGTAghhLBI7xsxwzCQy+Vsl0F0UFpaWrOeG2KxWAvVEEIMld414t27dyMmJkZx+dmzZ+jWrRvS0tLqXFcqlaKxb29JpVK11DRnzhxcvXpVLdtSh2+//RbffvutStd9mdtWq6qqqvH/1Y+5RCKp8xhLJJJGm6NMJoNMJlNcFgqFSElJAdBww6zv56dPn8aUKVNw69atRmtnGAa+vr4oLCys8XO5XI579+7h008/RWZmZqPbIKSlSkpKGt1XqSI9Pb1ZLzKbWpOk5YzZLkDdoqOjMXToUBQUFMDe3h5WVlYAABcXFwDPG7OlpSUEAgH27t2L//znP2jdujUAoLi4WPH/lZWV6N+//0s3HVLTn3/+icjISOzevRtmZmYYPHgwLC0twefzkZeXh99++w0+Pj6K62/YsAHHjx+Hs7MzUlNT4eXlhfLychQVFcHJyQlpaWn49NNPMWbMGADA+fPnsWnTJhw9ehShoaHIzc2FtbU1Hj16hE6dOqGyshJisRgnT55U3Mfjx4+xatUqGBsbY82aNYqfe3p6Yt26deDz/3l9yuPxYG5uDnt7ewBASEgIcnJyIBQKYWNjA2dnZ9y+fVvx/CKkNoZhwOPx6vxcKpWCx+PByMhI8bPy8nKsXr0aH3/8Mezs7BQ/nzt3Lvr374+VK1fW2IZMJkNCQgJ8fHwgkUhgbGxc574kEgmMjIxqPK9zc3MxceJELFu2DG+99Vaj9c+bNw8hISGKNVctMzMTMTEx6NixI0aPHt3k40AapleNWCQSIT4+Hl988QXGjh0La2trmJubg8/nY8qUKaisrIRQKMSuXbvQuXNnmJubY8yYMVi3bh0AoHv37rhw4QIA4MCBAzXexRYVFeHLL7/EuXPnIBaL4efnh3/961/w8PAAANy+fRtr167F/fv30a5dO7z77ruYNGlSnRrz8vIQERGBixcvwtzcHBMnTsSKFStgYmKCgIAA9O3bF2fPnsWRI0fQtm3ben/POXPmIDg4GEePHsWtW7fg5ORU5/4OHjyILVu24OnTp+jRowdmz56Nb775BmfOnKmxLbFYjPXr1+Pw4cOQSqXw8fHBhx9+CC8vL3z00Uc4ePAgAODs2bPw8PCocfnAgQPIzc1FREQELl26BCsrKwwdOhQffPCBYicSFBSEPXv24PTp0xg3bhxMTU0RExMDS0tLTJs2Dba2tjXqMTIyQr9+/TB48GB88803mDp1Kh49eoRbt25h0qRJ2L17N4yN/3najhkzBhcuXEBRUREAYOPGjfDw8MCrr76KqKgoPHnyBIsXL1Zc/8aNG1i2bBn+/e9/K3YsiYmJCA0NxXvvvVdjZ1VNeceWn5+PgwcPKl6wEdIYhmHg7+8PDw8PPHz4EO7u7khJScHff/+NI0eO4M8//4SJiQkWLVqEbt26wdLSElVVVfjwww/x448/Kp57xsbGin2NsuzsbLz11ls4cOAAjh07hj179qBt27bIyspC27ZtwefzkZSUhL/++kuxPxGJRFi6dCnEYjEOHjyoWNNWVlbYtGmT4kVnNUtLS8XP1q1bh1OnTkEoFMLU1BTOzs545ZVXqBG3kF414r/++gtisRju7u44f/48TE1NwePx4Ofnh8OHDwN4/iQ0NzcHgHpfpSqr/neJRIK33noLvr6+iIqKQqtWrXD69GksWbIER44cQWFhIRYuXIgVK1YgMDAQSUlJWLVqFaysrDBy5EjF9qRSKRYsWIA+ffrgxIkTKC0tRUREBL788kuEh4cDeL6jP3HiRJ0GVdv69esRHh6ODRs2IDExEeHh4Yr7+/PPP7Fp0yZERESge/fuuH79OiIiIiAQCOpsZ926dXBxccGRI0cgEAhw/fp1/N///R+2b9+OiIgIxeJdvHgxeDxejctSqRT/+te/MHv2bKxduxaVlZU4fvw4li1bhl9//RU8Hg88Hg9btmyBQCBAZmYmrKysYGlpqXh8k5KSkJubCz8/PwDA8OHDkZmZCWNjY4SFhSEqKgo9e/bEjBkzIJVKMW3aNHTu3BnA83cPEokEK1euVOwokpOTsWrVKjx79gyTJk3Chx9+qPhdExISMHfuXKxduxavvfYa5HI5Kioq8MEHH+Czzz6DtbU1CgsLFdvavXs3Nm3ahPLycvTr1w/jx48HwzA1mrVEIgGPx6vx4oCQajweD927d8e7776LrVu3YuHChdi8eTMAwMzMDB06dICJiQmio6PRrVs3AMDq1avx9ddf19hXiUQitGnTps72O3TogPnz5yM7OxsAEBoaitmzZ2POnDn4/PPP4ebmhoCAAMV2cnNzsWTJEvj4+CAqKgrA8493Jk+ejGXLltVpwtW/Q7XS0lKsXLkSo0aNUuOjRPRm78EwDLZv3664HBYWhjt37sDW1hYikQhTpkyBUChEu3btsGPHDsX1Tp48iWvXrgF4fpgnICAAwPOd/PDhwwE8/zyxVatWiIiIUNxu6tSpmDBhAgQCAX755RfMmDED06ZNAwAMHDgQX3zxBb766qsajfjcuXMwNzdXNF0nJyd89913CAwMxNKlSwEAb775ZpNNGAAWLlyIsWPHAgAGDRqEtWvX4ssvv8TIkSOxefNmrF27FgMGDAAAjBo1CkKhEN9//32NbRQXF+OPP/6AlZUVtmzZovh5RUUFzp8/jylTpigaTHUTV758+vRp3LhxA4mJiTW2W1paiidPnuCHH35AXFyc4jH/73//i08//VRxvbFjx+LHH3+Era0t/P398ffff+Pzzz+HpaUlzMzMYGJigvv376OyshL37t1DVVUVysvLYW5ujp07dyI6OhqbN29GVVUV4uLiAADu7u747bffEBgYiKioKGRlZSnuz9vbG2FhYQgPD1f8vk+ePIGjoyPWr1+PsrIy+Pr6YtOmTQCA1157Dd7e3ggJCUFUVBRMTU3x559/IigoCK1atYKFhQWSkpJw8eJFODg4NPk3I4Zr9+7dAIBDhw6Bz+fj7t27yMzMRFlZGQIDA2FpaQmJRAITExPY2toiIiKixiHrkpISlJaW1timWCyGUCjEzJkzYWlpqcg7TJ8+HQ8fPsT777+PefPmKa5fXl6OqVOnYuTIkVi1ahUYhgHDMPj3v/+NoKAg9O3bFzk5OXBycgLw/EXtjBkzIBaLcf36dbi6usLT07NGXXK5HBKJBKamphp77AyB3jTiU6dOAYDi3ZapqSk+/vhjjBgxAn369MGePXtw8+ZN/PTTT4rbMAyDUaNG1Tg0XX3o9sCBA4oGnZ6ejp49e9a5z+rmlJ6ejpCQkBr/5uvri/T09Bo/S09Ph6+vb42f2djYwNXVFRkZGQCA9u3bN+v37dGjR43LPj4+ivtLT0+v8bkrgHrrz8zMRMeOHWs8JtWqP1tvTHp6OoKDgxUvIpTZ2dlh7dq1uHr1Kn7++WcwDIO4uDjcvXtX8TmWWCyGkZERfvnlFwCAv78/Dh06hK+++goSiQQWFhaQyWTo0qULBAIBnjx5ggULFmDgwIEAnu9wgoKCMGXKFADP/56XLl1CREQEOnbsiDlz5tT5eMDb2xs9e/bEzp07ATw/zP/JJ5/Aw8MDMTExOH/+fI3f4dixY5DL5SgpKYGPjw/EYjGmTZsGNzc3jBs3DgEBAdSESZPWrl2LZcuWYfXq1Vi4cCEOHz6MGzduID8/H0VFRXB1dcXFixexf/9+VFZWYufOnejduzeA50fSCgsLFe96qz1+/BjvvPMOCgsLFYeXGYbBzp07MX/+fKxZswbt27fH//73PwDP943bt2/H2LFjFS9cCwsLYWRkhNatW+P06dN49uyZ4iM5V1dX7N27F4sXL8bixYvRo0cPfP/99wgLC8Pq1athb2+PjIwMfP7554o3BUQ1etOIR4wYAV9fX8UTgs/n4+uvv8bmzZtRWVmJkJAQVFVVwc3NTXGb8vLyZr0j7tChA86dO1cndCEWiyEQCODq6or4+HgMGzZM8W/37t2Dq6trjRrd3Nxq7OgBoKysDJmZmYrr1nf4uD7x8fHo06eP4vLdu3cVv5ubmxvu3LmjaFjV16+tQ4cOyMrKgrGxcY3DXp9++ikWLFjQZDN2dXVFTEwM2rZtq3hcysrKsHr1avz3v/+tcV2BQIDLly9j6dKl+Oqrr9CqVSt88803MDU1rfNq+tGjR8jJyVHcf3Xtjx8/RlBQUIP1yOVyBAYGoqSkBMbGxmAYps4LlqYoH3aurKzE0aNHYWFhgd9//x3x8fEQiUQYMmQIDh8+DHd3d8UhdULqwzAMxGIxFi1ahOTkZLz99tuQSCQIDw/Hzp07cejQIWzbtk1x/Y8++ghz5syBmZmZ4mcPHz6EpaUlUlNTa2zbw8MD58+fx7hx42Bubg6GYVBQUIA5c+bA1NQU4eHhin1YtepsTHR0NIDn34KwtbXF7NmzkZ+fj6lTpyqua2ZmBplMhkePHqGiogL29vYQi8WYPn06cnNz8dVXX2Hq1Knw8vLSxENnUPTm60t8Pr9GuGnevHmYP38+fvrpJzg5OWHfvn04evQovvvuO8V1srKysGDBApw5cwZnzpyBkZGR4v//9a9/Ka43cuRIlJaWIjw8HOnp6SgqKsLvv/+OsWPHQiQS4Y033sDu3btx6NAhFBUVITY2FmFhYViwYEGNGocOHYpnz57h66+/Rm5uLlJTU7F06VKMGTMGNjY2AJr+3Lratm3bEB0djaKiIly5cgVhYWGKUNKiRYvw8ccf4+LFiygqKsLJkyexcePGOtuwtbXF+PHjsXz5cqSlpSE3NxefffYZ7t27pzg8Vf3OtfrrC8qXhw0bBrFYjC+++AK5ublITk7Gu+++C1tb2zqhp9OnT8PExAQDBgxAREQE0tLScPLkyXoTmzweD6NHj8asWbNq/Ofp6dng47F161YUFxfD3Nwcf/75J2bPno1r167V+OpUtbt372L06NEYPXo08vPzsXTpUgQFBeHrr7+uUfeGDRswbNgwGBkZ4YMPPoCHhwfatm2LPn364O7duzh48CBGjBjR9B+LGKz8/Hz4+/ujf//+sLGxQb9+/eDn5weZTIbs7GyIRKIGv0JUfSg6Pj4efn5+dRpxbXK5HE5OTpg4cSJ69+4Nf39/xcdTzVV73X7//fdwdXXF7du3sXr1apSUlGDgwIFITEyEWCxGQUEB3N3dX+o+SF1604hrc3NzQ1xcHN5//30MHjy43uvExcUpDv/I5fIGvysnEAiwa9cuyOVyzJo1C4GBgThz5gy+++47mJmZwcXFBd9++y127dqFV199FeHh4QgNDa0T9zcxMcHWrVvx8OFDjBw5ErNmzULXrl2xatWql/79PvzwQxw9ehRDhw5FeHg4Fi9erHi3OHLkSCxbtgyfffYZhg4dit9//x2ffPJJvdsJDw+Hp6cnZs6cidGjRyMvLw/btm1TfA7k7e2NX3/9FT/++GOdyyYmJoiMjERWVhZGjRqFN998Ez179sRHH31U4z5u376NTZs2obKyEm+88QZKSkowZcoUvPnmm806BN4YqVSKvLw8PH78GHl5eWjTpg3y8/Px/vvvIyUlpcZ3jqv5+PjgxIkTiv9OnjyJU6dO4ezZs1i9erVixzhz5kzFC4U2bdrg1q1b6Nu3L4yMjDBq1ChER0fXyAAQUlt8fDwyMzORmJiIsrIy3L59G3fu3EF2djauXr2KV199tc43GYDnX7OcPXs2SktLcfDgQQwYMAD29vZ1jqhVO3/+PK5duwZzc3OcPn0agYGBEIvFePz4cb3Xr34hGhMTg127dmHkyJGYPn16jXfif/31F0pLS9G1a1cEBwdj8eLFSE1NRefOndG1a1ds2rQJAwYMaPabB9IwvTk0Xa16QIRIJIKjoyPi4+NRUFCAhQsXwtvbGwKBAMOHD0dhYSEyMzPRq1cvxfVtbGwgEomQmJiIs2fPwtraWrFdOzs7/Oc//2nwfv39/bFv3756/63680gAaNeunSI1WVt9C7IhTk5OiIyMbPDfJ02aVOfz0ep3b8qf6VYfwqoOkNU2fPhw3Llzp8HL7du3xw8//NBgHbGxsXB0dMTPP/+MtLQ0HD16FCkpKZg6dSo2bNiAY8eOoXv37li6dClatWqluN2JEyfqNOn6diq3bt2Cq6srPDw8UFRUBIFAgJs3b4LP5yM/Px9xcXE1XuWbmJggJycHFRUVsLCwqLGtqqoq/Pbbbzhz5gx27typONQvk8mQmZmJHTt24KeffsKxY8dw7NgxvP766wgJCcHkyZMxZcqUOtsjpPrjCwcHB7z33nuQSCSIi4uDUCgEn89HSEgIFi1ahFdffVXx/Kn+NsLKlSsRHx+PO3fu4Ntvv4WdnR0++eQT7N27t8bRP4lEggMHDsDCwgLt2rWDVCrFmjVrUFhYqEhi13bixIkGaxYKhbCyssKQIUPQqVMnxZGi8vJyWFlZwdHRESEhIZg9ezZ27dql3gfMQOlVIxaJRKisrERaWhrmzZuH8ePH4/DhwxAIBLh69SquXbuG+Ph4TJkyBdnZ2ViyZIni80kLCwtFSKGwsBAmJiY1Pi/RtoiICMXnOMqUU8dc8Morr2DmzJn4+eefsX//fkyaNAkHDhyAra0tFi5ciH379uHRo0do1aoVNm7ciL/++gv5+flo27at4jP56nSnkZER1q9fj40bN2LPnj2wsbFBUFAQvL29cfz4cbz33nsA/jm8xuPxsHXrVowfP15Rj7u7O5ycnDBo0CBYWVnBxMQEEolEMfTA2dkZixYtUlxfJpOhsrISe/fuxdtvv43U1FRER0djx44dcHR0xJUrV3D27FlqwqReBQUFimxBUFAQkpKSUFZWhrCwMISGhsLNzQ19+vRBaGgovv76a1hZWSEpKQmLFi2Cr68vZs6ciaVLl6J169YYO3Ys9uzZg0mTJuG7775D7969UVBQoDgC9MUXX6B3797Yvn07+Hw+qqqqcPfuXVRUVNR5MZqWlqb4GmA1uVyOW7duYcmSJTh58iRatWoFd3d3yGQyiEQibNy4EW+++SYSExOxZs0azJ8/H2FhYRg/fjxef/11GmrTAjxG3XPTdIRUKuX0dztLSkpQWVlZ5+c2NjYIDQ3FkiVL0K9fPxYqU41EIgHDMI2G0RqaDFTf9UxMTFpcU1VVFWQyGQQCAaefK0R3Xbp0CWVlZfDw8ED79u0hEAiwY8cOpKSkKI6wVVVV4YsvvsDy5ctha2uLkydPYtiwYXj99dfxyiuvYPXq1Yo1UVRUhHXr1mH16tWKF38ZGRl49OgRiouLMWHChBr3//bbbyuCkdXbWLduHfbu3QtTU1NFIEssFoNhGDg4OGDs2LFYuHChYhszZ86El5cXhEIhQkNDsWrVKoSFhcHX1xePHz9GZGQkwsLCahxBJC9HbxsxIYRwmfLIXU0Qi8WKNyzN/bYG0QxqxIQQQgiL9DY1TQghhHABNWJCCCGERdSICSGEEBaxFhV99qwccjk7H0/b21uhsFDIyn23BNWtfWzWzufzYGtrycp9vww21zLA3ecX1a1duryWWWvEcjnD6uJl875bgurWPi7Xrg1sr+XqGriI6tYuXa2bDk0TQgghLKJGTAghhLCIGjEhhBDComY14mvXrqFfv35Yvnx5vf8eFhZW7+nmCCG6hdYyIbqnWY24b9++2LRpU73/dujQIezfv1+tRRFCNIPWMiG6p0WHplNTU7F582aNzkMlhGgerWVC2KNyI66oqMCKFSuwdu1aWFrq/ncdCdEFDMPgzKNczD96DSlFZWyXA4DWMiGqKq4qwQ93fsbP8btbtB2Vv0e8evVqTJw4Ef7+/ird3t7equkraZCDAzdP2UV1a5+6ai8VSfDf8/H4KyUbvZzt4NPRAVamLT+dY0txfS0D3H1+Ud3apc66r2fdwZbrO1ElE+PdvnNatG2VGvGRI0dw6tQpXL58GT/99BOKiooQEBCAy5cvN3sbhYVC1r5c7eBgjfx83Xg38jKobu1TV+0JeSVYfzUJzyrFmN3TDZO8XFBZKkIlRA3ehs/nabzJcX0tA9x9flHd2qWuusUyMfanHMWlp1fhYuWMt7xnwsncsdFtN7WWVWrEwcHBCA4OVlwOCAjA8ePHVdkUIXpNKpdjT0IG9idmwtHSDOsCfeFhrzvvJmgtE9J8mWVZ2J7wO3Ir8hDo+irGu4+GCb/lAypZG3FJiL7LFlZifWwSkovKENCxLd7xc4eFCS05QrhGzshxJvMijqSdgJWJJZb2egdedl3Vtv1m7xX69euHfv361ftvZ86cUVtBhHAdwzA4+zgPkTfTYMTj4cMBXhjs6sB2WQq0lglpvuKqEuy8H4UHz1Lg28YbM7tNgZWJekON9PKcEDUSiqX44e8UXMosgLdDKyzv5wkHSzO2yyKEqOBufgJ2PdgLsUyCEM9JGOTcDzweT+33Q42YEDVJyC/B/+KSUFhZpQhkGfHVv2gJIZollomxPzUal7Li/glkWTpq7P6oERPSQlK5HH8kZGDfi0DWl4G9dCqQRQhpPk0FshpDjZiQFqBAFiH6oWYgy0LtgazG0B6DEBXUDGRB5wJZhJDmUw5k+bTxxiyvKbASaG/KHDViQl4SBbII0R/aCmQ1hhoxIS+BAlmE6AdtB7IaQ42YkGagQBYh+iOz7Cl2JPyGHC0GshpDjZiQJlAgixD9wGYgqzG0NyGkAQzD4FjiE3x9PoECWYRwXFFlMb6//TNrgazGUCMmpB7KgazuDq2wggJZhHDW3fwE/HZpH0RSMWuBrMZQIyakFuVA1oL+Hhjl4kiBLEI4SDmQ1am1C2Z7TmctkNUYasSEvFBfIGuQlzMnz71KiKGrHcia13cKiosaPv83m6gREwIKZBGiLxoKZJkYmQCgRkyIzqk9Iev/BnhhCAWyCOGkkqpS/Hr/D50MZDWGGjExWBTIIkR/KE/ImuE5CYN1LJDVGGrExCApB7Jm9XTDZJqQRQgnKQeyOlg5Y653CJws27Jd1kuhRkwMSu1A1rpAX3jat2K7LEKICnRtQpaquFcxISqiQBYh+kHOyHE28xKOpB2HpQ5NyFIV7YWI3qNAFiH6g6uBrMZQIyZ6TSiWYsuNVFzMyEf3F6csdKRAFiGcxOVAVmOoERO9RYEsQvSDPgSyGkONmOgdmZzBnoT054EsCwpkEcJl+hLIaox+/TbE4GULK/G/uCQkFZYhoKMj3vHrTIEsQjiodiBrSa+30c3Og+2yNILfnCtdu3YN/fr1w/LlyxU/O3fuHMaMGYPBgwdjxYoVEAqFGiuSkKYwDIMzj3Lx/slbeFJagf8b4IVl/TypCddCa5lwQUlVKTbf+RkHUqPR3d4LYX1X6G0TBprZiPv27YtNmzYpLufm5mLNmjWIjIzEhQsX4OjoWOPfCdEmoViKb+KSsPFaMtxtLbFhlB+lohtAa5nourv5Cfji2nqkFj/CDM9JCO35BudT0U1pViOuLTMzE7NmzYKLiwv4fD4mT56M5ORkdddGSJPu55dg+cmbuJyZj1k93PD5MB9KRb8EWstEV4hlYvyedACR936BrWlrfPTKexjSvr9epKKbotJxO39/f/j7+ysuR0dHY+DAgWoripCmcDWQxTAMrmQU4FRqDub1cYdra3Zf6dNaJrqgRiDL5VWM78yNQJa8NA+icz8CAgtYjH5f5e20+Dc9evQobty4ge3bt7/U7eztrVp61y3i4GDN6v2riuoGskoqsPrP20jILcZrnu2xYqg3LAWaW7Tqqr2kUoztsSm49/QZejrbwrujA8xMjNSybXXg6loGaF1om7rqljNyHEs+g9/uHoa1wBLhQ9+Dj1M3tWy7Pup8vMvunUfBiW3g8XhwCH4Pli3Ydov2XqdPn8b27duxfft2mJiYvNRtCwuFkMuZlty9yhwcrDl5sndDr5thGJxLz0PkjTTwlSZkVZRUokINddZHXbU/yC/FvvhMiKQyBHu1xwBXe5QVV6CxLfP5PK01Oa6uZYDWhbapq+6SqlLsTIxCYlEyerbpjtleU2FlZKmxx0Rt+yFxBUSXfoU0NQ5GTh4wGx6KCus2qGhk202tZZUb8cWLF7Fx40Zs374dNjY2qm6GkGbh6oQsiUyO48nZuJJRACcrM7zt7w4na3O2y6qB1jLRtrv5Cdj9YB+qZGJOTciS5qRAdGYLmPJnEPi/DkGvceDxW35US6VGfP36dSxZsgRGRkaYMGECAMDOzg5Hjx5tcUGE1Hb/xYSsgsoqzOrhhsnduDEhK6esEr/fzUCuUIRBrm0w2qMdTIxUykdqDK1lok1imRgHUmNwMSuWUxOyGLkM4ptHIL51BDyrNrAIDoNR2y5q2z6PYRhWjinRoemXZ2h11w5krejvCc822g1kqVJ7dSDreHI2zIyNMLWHCzwdXr5ubR6abgk6NK0aQ6v7SdlTbGcxkKVq3fLSPFSe3Qp5biqMuw6E2aA54Ale7qiWxg5NE6JJOcJKrOfghKyyKgn2xWciqaAMnm2sMbWHC6xMX+4zV0L0iZyR41zmJRzm4IQsScoViC79CvB4MAtYCJMu/TVyP7q/ZyMGpaFAFhfUF8jiwudehGhKvYEsDgznqC+Qxbduo7H7o0ZMdIZQLEXkjVRc4HAgq62OBrII0bZ7BfexK3Hvi0DW6xjszI3hHJoKZDWGGjHRCfoQyBro2gav6WAgixBtokDWy6NGTFhVZ0JWgK/WA1mqqB3ImuvXSaVAFiH6hO1AlqrkpfmoPBvZokBWS+j+I0T0FlcDWcIqCfYqBbKm9HCBNQWyiAGjQFbL6P5ej+gdLgeykvJLsZcCWYQoUCCr5agRE60qfzEh60JGPrq3aYXl/SmQRQhXcTqQdTYSjLBIa4GsxlAjJlrD5UDWnrsZyKFAFiEAagay2lu1wzzvmRTIagFqxETjpHI5dt97zMlA1l9JTxF14xEFsgh54fGzJ1h/fRvnAlmS4lxUHF3PWiCrMbr/6BFOyxFWIuzcPSTkFmN4R0eEUiCLEE5SBLIenoClsTnnAllPLu8Ew4C1QFZjdH+PSDhJOZBlxOfhgwGeeNXVke2ymkU5kDXT3x097aw48bkXIZqiHMjyd/bBVPfXORfIMnPpBqPB88C31r1gKDViona1A1kRY/rAuErKdllNqi+Q1dPdkZOD+QlRl9qBrNd9g1BQIGS7rCbVDmS1CwpBQaGmzlzeMtSIiVrVF8hyamWu882MAlmE1NRQIEvXjw41FMhiMxXdFGrERC24PCErNqMQx5KfUiCLkBeUJ2QFuAxBcOfXOBHIYntClqp0/5ElOk95QhYFsgjhLuUJWRYmFlji+za62XMnkCW69CsA9iZkqUr395ZEZ9WekMXVQNZ4L2cMdG2j84fcCNGk2hOyZnlNgbWg4ZPZ64oaE7LadoVZQKhOBrIaQ42YqIQmZBGiP2hCFruoEZOXlphfgvU0IYsQzhPLxDiYGoMLNCGLVdSISbPJ5Az+uJ+BvfczOB3IesuvE7wokEUMHAWydIfuP+pEJ3A5kLUvIRMP8imQRQhAgSxdpPt7UsK6c4/zsOVGKgWyCOG4kqoy7Ez840UgqxtmeU2lQJYOoEZMGsTlQNaJ5GxcpkAWIQr/BLKqMN3jdQxpT4EsXUGNmNSLAlmE6AexTIKDqdEUyNJhzdpDXbt2Df369cPy5csVP/vjjz8wZMgQ9O/fH19++SUYhtFYkUR7ZHIGv8WnI+zsXfB4PKwL8MU0b1edb8IMw+BKegG+i0uBUCzFW36dENytPTXhWmgtG5YsYTa+/HsTLmTFIsBlCD70X8qJJiwvzUfF0f9AfPMwjLsMgOXkNXrbhIFmNuK+ffti06ZNisuZmZmIjIzEH3/8gbNnzyI5ORnHjh3TWJFEO3KElfj4zB38kZCBoW6O2DCqNydS0cIqCX659QhHHmShs50Vlg30oFR0A2gtGwY5I8eZzIv46vomVEgqsMT3bUzuOp4TqWhJyhWU7/8U8qIsmAUshPnwUM6nopui0l/lxIkTmDp1KpydnQEAy5Ytw8aNGzF27Fi1Fke0hwJZ2iVnGPB1oE5ay/qHAlnaxTAM5AwDI77qR99UasQ5OTno27ev4nLnzp3x5MkTlYsg7KFAlnbJGQbx2SW4k/UMo7zawdGa3cea1rJ+4WogS5aTgsrqQFaf1yHozY1AVlZBObYeSYCNpQArpvdSeTsqH6dQ/uOq8pmSvT27r9AcHKxZvX9VqbPuu9lFWH36DvKFIrzTryvm9OkM4xa8qmuMOuvOKi7H1qspeFJcgQDPdpjauyMExppbtOqqvbRSjGO3M5FVVA5PZxt4uNnrxGfYXF/LAK1nsVSMnXcO4GTqebi17oBl/eehg007tWy7Puqqm5HL8OzSPpRd2gdjmzZwfONzmHXwVMu266O2uhkGx648xs9H4mFuZozQ13u2aNsqNWInJyekp6crLqelpaFDhw4vtY3CQiHkcnZCIQ4O1jp/ftz6qKtu5QlZDhZm+E+ADzzbtMKzwnI1VFmXuupuaEJWyTPNnexbXbU/KhQi7nEhGIbBIPc2cLe3QnFR4483n8/TeJPj+loGaD1nCbPxc8JvyCnP/WdClthYY4+Juuqub0JWmcAcZTped2mFGNtjEnEnrRA93O0wf0w32FiZNrrtptaySo149OjRmD9/PoKDg2FjY4PvvvsOEydOVGVTRMuUJ2QNc3PEgj40IUuTJDI5rqUXIq1AiDaWphjS2QHWZrpTN61l7pIzcpx7chmHU49xdELWTgDg1ISs+IeF+DEmERUiCUICuyLQv4Nash4q7YFdXFwwb948TJ48GTKZDBMnTsS4ceNaXAzRrBqBrP6eeNWNAlmalC8U4VJaPoRVUvg4t4aPc2vwdexrYLSWuYnbgaydkKbGciqQJZHKsO/cQ5z6OxPt21jig+m94OKovsebx7D0pUE6NP3yVK2b7UCWqnXXDmSF+LhqPZClSu2KQNaTZ7AQGGFwZ0e0VSGUpY1D0+pAh6ZVo2rdyoGsSV3Gaz2QpWrdNQJZfhO0HshSte6sgnJEHk7Ak3whAv06YOrwzhCYvFzdGjk0TbhDeULWzB5umMKRCVm5QhF+v5OOHKEIA1ztMcbDWSeCTU0RVklx+WE+cstE6Ghnif4d7TUaJCOG4/mErBhcyLqC9lbtMNd7JtpxYDgHVydkMQyDs7ey8MeZVJgJjLBsig98u7TRyH1RI9ZTdQNZvvDiwHAOLp+y8PGLQJZcKZDFhUPoRPfVG8jiwHAOrp6ysKFAlqbo/l+SvLRcoQjfxD3gaCDrCR7kl1IgixBQIIsNmgpkNUb3987kpVQHsngUyNKKAmEVLqblQVglRU/n1vDVwUAW4SblQFYP+26Y3Y0CWZqkHMhy1kAgqzHUiPVE7UDW+/090ZYmZGlM7UDWyG7tVApkEVIfmpClXeoIZLUENWI9kJhfgvVXk1BQQYEsbaBAFtEUCmRplzYDWY2hRsxhMjmDqPsZiOJgICsusxAxSRTIIqQaZwNZZfmoPPMikNVlAMwGv8GZQNaOYw9wO7VAK4Gsxuj+X5nUiwJZ2kWBLKIp+hPIWgCTLgNYrqh52AhkNUb399ykDq4GspILShF1jwJZhFTTh0AWv20XmA9fAH4rLgSy5Nh3Lo2VQFZjqBFziLBKgm9iH+BCRj66vZiQxZVA1tEHWbiczr1AVlxKLq4k51Igi6jdjaf38P21XzgXyBI9eYDyA/8DIyyEoM9ECHqP50QgKyOnFP/55W/WAlmNoUbMEYn5Jdh47G/kCisR0sMVU7u5ciaQ9d2LUxZSIIsQjgeybh1F2c0j4FnZwWJ8GIycurJdVpOqA1lRZ1JhymIgqzHUiHWcciDLydqck4EscxNjzgayRvt2gIPAmBPvVIjuyxJmY3vCb8guz8VYj0AEOQdyLpBl1eNVwH8GeAILtstqknIgy8/LEXNGdGUtkNUY3X8GGLDagaxVo3xRUSJiu6wm1Q5kLRjaDWJhFdtlNam+QJZ7BztOnlCA6BY5I8f5J1dwKO0YLIzNsdh3PoZ6+XPiuSVJjYXo4q8AngeyHAeM5ETd8Y8K8VN0IspfBLJmjO6GwkIh22XVixqxjqovkGUpMEEFdLsR1xfIsjEXIF/HG3F1IKusSoqezjbwdbalQBZRCwpkaVftQNaKF4EsXV7P1Ih1jPKELK4Fsk6kZHMykKU8IWuUlxPattL9ugk3xBckYmdi1ItA1kQMaT+AEx9z/DMhi1uBrKyCcmw9koDMPCEC/Npj2vAuOhPIagw1Yh2iPCGLa4EsLk7IKq+S4hIFsogG1A5kvdU9BM5WTmyX1aTqQJaYo4Gs6glZ703xQS8dC2Q1hhqxDtCHCVmmXJuQVVSOuEcFzydkdWoD9zY0IYuoh3Igi2sTskRntkKWm/JiQtYczgWy2J6QpSrdf3boOX2YkOXRxhpTOToha3BnB7SiCVlEDZQDWebGZljsOx/d7T3ZLqtZagSyhofCpOtAlitqHuVA1ozArhjB8oQsVen+Hl+P6cuErAGubTjx5KdAFtEU7gayKiG69KveBLK4ihoxCyiQpV1yhkFCdgluZz2DuQkFsoh6cTaQlZuKyjORYIQFFMhiGTViLaNAlnYpB7LcXgSyTCmQRdSA24GsaIhvHuZsIMvUhHuBrMZQI9YSCmRpHwWyiKbUCWS5j4aJke5nDfQikNXJDvPHci+Q1RhqxFqQKxRhfVwSHhSWciuQJZZiX3wmBbIIeYFhGJx7cpnjgSyGAlk6Rve7Acede5yHyJupAIAV/T0xlAJZGkWBLKIpJVVl2JUYhftFSRTI0gKJVI7959Pw53X9CGQ1pkWNePPmzYiKigIAzJgxAwsXLlRLUfqAAlnaRYGslqG13DgKZGmXPgayGqNyI46NjUVcXByOHz8OHo+HhQsXwt/fH/7+/uqsj5MSC0qxPu7B80CWtyumdqdAliZRIKtlaC03jAJZ2sUwDM7dysIePQxkNUblRmxubg6RSASRSAQ+n4+KigpUVen2YH9Nqx3IWhvgi24UyNIoCmS1HK3l+lEgS7v0PZDVGJUbsa+vL2xtbTFo0CAAwNChQxX/b4gokKVdFMhSH1rLNVEgS/sMIZDVGJU7xY4dO2BsbIzY2FgYGRnhk08+wZEjRxAcHNys29vbs/uhu4ODtdq2dTIpC1+fTwAA/DvIF6M826tt27Wps+74p8/wU2wyKsRSzPDvhEBPZ409+dVZd05xBY7HZ6G4Qox+nR0xwKOtRg/9q7N2XcT1tQyo729ULCrF5qu/4HbOffg598S7r8yGjZnmjg6pq255VQUKTmyDKP4CTNt7wnHiMpi0bquWbddHXXVLpDL8EpOIwxfS4NLWGhELB6KTs41atl0fXV3LPIZhGFVuGBoaiiVLlsDHxwcAcPfuXXz//feIjIxs1u0LC4WQy1W66xZzcLBWy4mty8VSRN5Mxfn0fHjZt8KK/p5oa6W5QJa66q4dyJrh44p2Ggxkqavu2oGsIe4OGg9kqat2VfD5PK00OS6vZUB9fyPlQNakLuM0HshSV901All+EzQeyFJX3doOZOnyWlb5HbGPjw8OHTqEbt26gWEYREVFwdvbW9XNcQ4FsrSLAlmaY+hrmQJZ2mWogazGqNyIQ0NDsXbtWgQGBoJhGAQEBGDBggXqrE0nKQey2liYUiBLC5QDWQM7tUFnCmSplaGuZaBmIGu4y2BMcH+NAlkaZMiBrMaofGi6pbh4aLp2ICvUrzMsBdoLZKlat1Asxf74TCSyFMhStW5dCGTp8uEsXcHFQ9O1A1lzuk2Ht5YDWSqvi9Q4iC7+AoCB2eA3tB7IUrVu5UDWlGFdtB7I0uW1rPuxXh3B9QlZlRIZxnk5YyBNyCIGrlRchp33aUKWttSekLV8mi9c2+pmaIot1IiboO1AlrooB7IcLU0x399do4EsdaEJWUSTlANZ0zwm4lUuTsjymwCBXzDnJmQN92uP6Xo+IUtV1IgboReBLBd7jPGkQBYxbMqBLGdLJ8z1XsDJQJb5+DAYczGQNdkHvboadiCrMdSI66Evgaw3e3dCN0fdrxugQBbRHApkaZdyIMv7RSCrNQWyGkWNuJbcchHWxz4PZA11c8ACvy5aDWSpiu1AlqqUA1n2lgIM6exIE7KIWtQOZC3yna/1QJaqagSyODQhK+FREX6Mvm+wE7JUpfsdRouUA1nL+3liWEcOBrI8nTHQjQJZxLDVDGR5YXa3aRTI0iAKZLUMNWJwN5AllctxPJkCWYQoo0CWdtUOZE0b3gWmFMh6KQbfiCmQpV0UyCKaIpZJcCgtBuefcDiQZWlLgSwDZLCNWCZnsPd+Bv7gciDLiE+BLEJQK5DVYTAmdOZiIKs/zAa/QYEsA2SQjTi7tAKrztzlXCCrTCTBr7cePw9k2Vtjak9uBLLEUhkuP8ynQBZRO4ZhcCz5DHbdOci5QJYw4SLKYyLBtUDWraQ8fLP7BgWy1Ej3u4+anU/PQ+TNNDAMw7FAVhn2n78PYZWUc4GsIy9OWUiBLKJOnA5kXd6JspQrFMgiAAyoEVdIpIi8kYZz6Xno6WSLpX26cC6Q5WxjgTd7d4IzB4JNyoEsK1MTCmQRtVIOZM3zmw4/Gz9OfMyhHMhqPWQapJ6jOBHIevoikJWRJ8SYgR0xfoAbBbLUyCAacWJBKf4Xl4T8ChFCvF3x7tDueFZYznZZTcoVirDnbjqyy54Hst4Y5IGSZxVsl9Wk2oGscf5uKCuuZLssogfqC2T5durK2jD/5mLkcohvH4X4xj+BLLuefrpfN8Pg3O2n+OOvFAheBLKCBnbS+bq5Rq8bcUOBLGO+bqeLGwpkCTiQLk4vKkdsrUCWmYkxaNmSlsoSZmNHwu94Wp7DvUDW2W2Q5SRzKpBVViHGdgpkaYXeNuLcchH+F5eExAJuBbJqTMjiUCCLJmQRTaEJWdpXY0JWQBeMeMWFE5kUrtL9zqSC8+l52HIjFQzDtQlZZdh7LwMVXJ6Q1c4Gvu0pkEXUo1Rchp2JUbhfyM1AllQRyAoFv5Xu74eUA1nt7C0okKUletWIlQNZXJuQdSI5G5deTMia28edc4EscxMjjPRyghMH6ibcQBOytEs5kEUTsrRLbxrxg4JSrFcKZHFpQlZ1IKu/iz3G0oQsYuC4OyGrbiCLMxOylAJZSyf3RO+uuv91Kn3C+UYskzPYm5iBPxK4NyHramYhojk4Iau+QBYX3qkQ3cfdQFYBRGe3cjKQteP4A9xKoUAWmzjdiCmQpV0SmRzX0wuRSoEsomacD2Rd+gVgKJBFVKP7XasBFMjSLgpkEU1RDmR523thDgWyNEoilePAhTScvEaBLF3BuUasHMjytLfGB/29KJClQRTIIppEgSztqhHI6t0e0wIokKULONWIKZClXRTIIppCgSztokCWblNLI87KykJubi78/PzUsbk69CWQ9UbvjujuaMN2Wc1CgSzDpOm1DFAgS9tqBLI62mL+uO4UyNIxamnE4eHhGDVqlEYWrz4EsrraW2FqT1e0okAW0XGaXMt1A1nz4G3vpfb70QROB7Ji7qO8kgJZuqzFHW3Pnj2QSCSYPn26OuqpgQJZ2kWBLMOmybVMgSztqhPImkqBLF3Wokb89OlTbNy4Ebt371brYUsKZGkXBbKIptYyACQUPsDO+1GolIkw1WMChrYfyImPObgayMouLEfkYQpkcUmLGvGaNWtQXl6OuXPnYsyYMVi5cqVaFtjph7m4kJHH6UDWGE9nCCiQRThCU2tZJpdhe8LvsDW1wXveoRTI0iCGYXD+9lPsoUAW5/AYhmFUuWFycjIWLFiAX3/9Fba2tlixYgXGjBmDiRMntrioCrEUZVUStLXW/XdlDMPgXEoO/rjxCKbGfMwd0BW9OtizXVazJGcX49S9LMjkDAK8neHdwZYT71SIemlyLQNArjAfduatORHIkpTkIf/wJogyE2HpPRgOo0PBN7Nku6wmlQir8G3UbVxNyEEvDwcsD/GDXSvdP4pInlP5HfHDhw8xfPhwuLi4AAAmTZqEa9euNXvxFhYKIZc3/BqADyBfpJmz2Do4WKvlxNYNBbI0ddJsddXdUCCroECohirrUlfdbGCzdj6fB3t7zX+Oqvm1bIbiShEAkRqqrUtt66JWIIvfdSAKy+RAmW6v54THLyZkVUowPaALgl5xgaxKgvx8iRqqrIur61mX17LKjbh79+7YsGED8vLy0Lp1a0RHR2PEiBGqbo5z9CGQ1aOdDXpRIMvgGfpafh7I2gVpymXwHTvDPGABBbKIVqnciF1dXbFo0SKEhIRAIpEgODgYEyZMUGdtOokCWUTfGOpaBiiQRXRDi8JawcHBCA4OVlctOo+zgSyxFJfSKJBFGmZoa7luIOtjGDt5sF1WkyiQpZ90fzKGDqAJWYTojxoTsjr3h9ngOeCZ6n4giyZk6S9qxE2gCVmE6I/agSzjLtw4yUR9gSwuZFJI81AjbkRKQRmiXgSyxno6YxAFsgjhJApkEV1GjbgezwNZObiUnk+BLEI4jtOBrCMJyMilQJa+o0Zci14Esmwt0L9TGwpkEYNGgSzCFdSIX6BAFiH6gwJZhEuoEeP5u8l9FMgiRC/UCGQNewfGXblxkgkKZBkug2/EFMgiRD9QIItwlcE2YgpkEaI/9CGQNax3e0ynQJZBMshG/LSkApvjUjgXyCqrFOPUgxwKZBHyAiOX49nFvai4GMW5QNbx2Mf48dC954GsST3R24MCWYbKoBoxwzC4+qQQx5KyYcLncS6QdfVWBqQyOQWyCME/gSwhBbIIxxlMI1YOZHVv1xoTPZ25E8jKKERqvhBtbcwxwM2eAlnE4CkHshyCl6KyrR8nXphWB7KEFRLMD/bGgG6OnMikEM0yiEZcO5A10b8TCjV07l11qh3IGtHLFUWFul83IZpSXyDLunNniHT8/Lj1BbL69HDm5Hl9ifrpdSNuKJCl669AGwpkGVEqmhgwWV4aKv/a8iKQFfwikKX7uzAKZJGm6P6zWEV5QhF+pwlZhHDe8wlZ0RDfOMS5QFaNCVkUyCIN0LtGXB3IinnwFAIOT8ga0KkNulAgixi4mhOy+sFs8BsUyCJ6R68acblYiv0Jmbifx8EJWS8CWTQhi5DnuD4hS1hBE7JI8+hNI6YJWYToBy5PyDp44SFOXMugCVnkpXC+EUvlcpxMycHFxxyekGVME7IIASiQRQyT7j/DG0GBLEL0Q51A1riPYNzOk+2ymkSBLKIOnGzEFMgiRH/oSyBr3tjusLWmQBZ5eZxrxBTIIkR/UCCLEI414pSCMkTFZ6BCzO1Alm97WxrOQQwaI66E6MouSJO5FciSyuQ4cP6fQNb7U3zh5kSBLNIynGjEdQJZftwJZN3PLsEtCmQRokCBLEJqanGySS6XY+XKleqopV55QhG+j0vBxcf56O9ijyUDPDjRhMvFUpx6kIObT57BpbUFxvdsT02Y6DxNrmdGLkfVzSOoOPwFwMhhPu4jmPpP0vkmzDAMzt3Kwmfbr6OotApLJ/XEG6M8qQkTtWnxCti8eTMuX76sjlpqYBgG154UIfpBFkwokEWIVmhqPetDIKt7R1vMp0AW0YAWNeLY2FicOnVKXbUoVIil2KcPgSx3R7Qy1/26CQE0t54lD69DdOFnzgWy7j8uwrYXgaxpw7tgZF8KZBHN4DEMw6hyw/z8fMyePRtbtmzB7Nmz1foq+tSDLOy7+RiTenVEUDdnTjz5c4orcOx2Bp6Vi9G3swMGerSFEV/3v9NMCKC59czIZUj/3zyY2LWD48T3YWLrpJbtapJEKsfO44k4eC4VHRyt8H+z+qBzh9Zsl0X0mErviGUyGVasWIHly5ejU6dOKt1xYaEQcnn9rwG8W1uh69DusBQYa+S8wQ4O1mo7D2hDgayiwnK1bF+ZOuvWJq7WDbBbO5/Pg729lcbvp6XrubG1DADmU74Az8wKxVIjQAOPpTr/RjUCWb2cMT2wK0xNjDTyHODquqC6X15Ta1mlt2zbtm1DfHw8IiIiMGjQIBQVFWHy5MkqF1mbiREflgLdDnAAFMgi+kHT65lvYQMeX7eDTfUGskZ7USCLaIXKh6aVDRo06KUPZTX1KlqT1PHKSDmQ9YqbvVYCWfRKVPt0+VW0przsemZzLQMt/xsJKyXYfixR64Esrq4LqvvlNbWWdf9tp46hQBYh+iPhcRF+ir6PMgpkERappRFr4usOuqhAWIVLD/NRKpLQhCyitwxhPdeekLWMJmQRFtE74mZgXpyykCZkEcJ9DQWyCGELNeImlIuluJyWj5wyEVxtLTCATllICCcxDIPzd55iz+nnpyxcMqkn/OiUhUQHUCNuBE3IIkQ/sBXIIqQ5qBHXo0Ygy+LFKQspkEUIJ91/ccpCCmQRXUWNuJbC8ipcTKNAFiFcJ5XJceDCQ5y8mgEnCmQRHUaN+AWGYZCQU4LbT57BjAJZhHAaBbIIl1AjBgWyCNEXFMgiXGTwjZgCWYToB2GlBDuOP8DN5Hx0c7PF2+MokEW4wWAbMQWyCNEfFMgiXGaQjTi3pAIxCU9RKpLAu50NelEgixBOksrk2H40AQfPpVIgi3CWQTXifwJZxTAz5lMgixAOo0AW0RcG04jLxVJcfpiPnFIRujrZwM/ZhgJZhHBQ7UBW2Ft90cVJ+2epIkRdDKIR1w5kDejWDgUFQrbLIoS8pPoCWR7ubTh5Wj5Cqul1I24okEWpaEK4hwJZRF/pbSNWnpBFgSxCuEt5QlZbOwpkEf2jd42YJmQRoj+yC8ux9ch9pOeWUSCL6C29asQVYikuvQhkudpaoH/HNjCjRUsI5ygHskyM+TQhi+g1vWnEGUXluEITsgjhPJqQRQwN5xsxTcgiRH9QIIsYIk43YgpkEaIfKJBFDBknGzEFsgjRH8qBrKG9nDEjoCtMBZTtIIaDc42YAlmE6AeGYXDhzlP8/lcKTIz4WPx6T/TxpEAWMTycasQUyCJEP1Agi5B/cKIRS2Ry/J1RhJT8MgpkEcJxyoGsqcM7Y1RfVwpkEYPWoka8f/9+/PDDDxCJRAgKCsKqVatgbKze3k6BLEI0TxtrmQJZhNSPr+oNExISsGPHDkRFReHMmTMoLi7G7t271VYYwzCIzy7G8ftPIZXJMdLLCX1c7KgJE6Jmml7LwPNA1he/3sCJqxl4tZcz/v3WK9SECXlB5Ze8GRkZeOedd2BnZwcAmDBhAk6dOqWWoiolMlxMy6NAFiFaoMm1DACX7mZj16kkCmQR0gAewzCMOjb0wQcfICAgAGPHjm3xtm4+KsDFpGwM7+6Mni52FMgiRIvUuZZlMjnmrD4B9/Y2WB7iB3sb+pohIbWppRFHRkYiKSkJ69evb/ZtCguFkMvrv2u5nIEcDIz5Kh85b5SDgzUnz19KdWsfm7Xz+TzY22v3hPfqXssAIBJLYWpipLEX1Fx9flHd2qXLa7nFaYxdu3YhNjYWW7dubemmFPh8Hvigd8GEaJMm1jIAmAk48eUMQljT4tT0sWPH8OOPP0IgEKirJkKIltFaJoQ9KjfimJgYhIeHw8rKCkFBQQAAb29vtb+aJoRoFq1lQtilciMeO3asWsIchBB20VomhF2aSUMRQgghpFmoERNCCCEsokZMCCGEsIi17xXwWR5Vyfb9q4rq1j62aufKY6YLdepCDaqgurVLV9ey2iZrEUIIIeTl0aFpQgghhEXUiAkhhBAWUSMmhBBCWESNmBBCCGERNWJCCCGERdSICSGEEBZRIyaEEEJYRI2YEEIIYRE1YqIVWVlZuHnzJttlEELUgNazehlUI96/fz9GjBiBwYMH47PPPoNUKmW7pJcil8uxcuVKtstQSXh4OJKTk9kuo9k2b96MYcOGYdiwYdiyZQvb5ZB60HpmD5fWMxfWssE04oSEBOzYsQNRUVE4c+YMiouLsXv3brbLeimbN2/G5cuX2S7jpe3ZswcSiQTTp09nu5RmiY2NRVxcHI4fP44TJ04gLi4Of//9N9tlESW0ntnDpfXMlbXM2kkftC0jIwPvvPMO7OzsAAATJkzAqVOnWK6q+WJjYzlVb7WnT59i48aN2L17N3g8bgyKNzc3h0gkgkgkAp/PR0VFBaqqqtguiyih9cwOrq1nrqxlg3lH/NprryE4OFhx+ejRoxg4cCCLFTVffn4+Vq9ejQ0bNrBdyktbs2YNysvLMXfuXHz55ZfgwjlGfH19YWtri0GDBmHAgAGwt7fHoEGD2C6LKKH1zA6urWeurGWDacTKIiMjwTAMxo4dy3YpTZLJZFixYgWWL1+OTp06sV3OS0lOTkZSUhJiYmIQExODtLQ0HD58mO2ymrRjxw4YGxsjNjYW165dg5mZGY4cOcJ2WaQBtJ61g4vrmStr2eAa8a5duxAbG4t169axXUqzbNu2DfHx8YiIiMCgQYNQVFSEyZMns11Wszx8+BDDhw+Hi4sLrKysMGnSJNy9e5ftspoUGxuLBQsWwMbGBlZWVpg7dy5iYmLYLovUg9az9nBxPXNlLRtUI96/fz+OHTuGzZs3QyAQsF1OsyxcuBC3bt3C5cuXcfnyZdjZ2WH//v1sl9Us3bt3x5UrV5CXlwexWIzo6Gj4+PiwXVaTfHx8cOjQIUgkEojFYkRFRcHb25vtskgttJ61i4vrmStr2WAacUxMDMLDw5GSkoKgoCAMGjQIoaGhbJel11xdXbFo0SKEhIRgxIgR6NixIyZMmMB2WU0KDQ2FXC5HYGAgAgMDYWRkhAULFrBdFlFC61n7uLieubKWeYyuf9pOCCGE6DGDeUdMCCGE6CJqxIQQQgiLqBETQgghLKJGTAghhLCIGjEhhBDCImrEhBBCCIuoERNCCCEsokZMCCGEsOj/Afiao9uk5fEtAAAAAElFTkSuQmCC
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%94%A5-%E4%BD%BF%E7%94%A8%E7%83%AD%E5%8A%9B%E5%9B%BE%E5%B1%95%E7%A4%BA%E7%89%B9%E5%BE%81%E4%B9%8B%E9%97%B4%E7%9A%84%E7%9B%B8%E5%85%B3%E6%80%A7">&#128293; &#20351;&#29992;&#28909;&#21147;&#22270;&#23637;&#31034;&#29305;&#24449;&#20043;&#38388;&#30340;&#30456;&#20851;&#24615;<a class="anchor-link" href="#%F0%9F%94%A5-%E4%BD%BF%E7%94%A8%E7%83%AD%E5%8A%9B%E5%9B%BE%E5%B1%95%E7%A4%BA%E7%89%B9%E5%BE%81%E4%B9%8B%E9%97%B4%E7%9A%84%E7%9B%B8%E5%85%B3%E6%80%A7">&#182;</a></h1><p>本程序用于加载波士顿房价数据，并使用 Seaborn 的热力图（heatmap）展示各特征之间的相关系数矩阵。主要流程如下：</p>
+<ol>
+<li><p><strong>加载数据集</strong></p>
+<ul>
+<li>读取本地的 <code>boston_house_prices.csv</code> 文件，使用 <code>encoding='gbk'</code> 支持中文列名；</li>
+<li>数据包含多个与房价相关的变量。</li>
+</ul>
+</li>
+<li><p><strong>计算特征相关系数矩阵</strong></p>
+<ul>
+<li>使用 <code>DataFrame.corr()</code> 方法计算所有数值型特征两两之间的皮尔逊相关系数；</li>
+<li>输出为对称矩阵，值范围为 [-1, 1]。</li>
+</ul>
+</li>
+<li><p><strong>绘制热力图</strong></p>
+<ul>
+<li>使用 <code>sns.heatmap()</code> 生成颜色编码的相关性矩阵图；</li>
+<li>深色表示强相关，浅色表示弱相关，便于发现变量之间的关系模式。</li>
+</ul>
+</li>
+<li><p><strong>显示图表</strong></p>
+<ul>
+<li>设置标题为“特征矩阵热力图”，使用 <code>plt.show()</code> 渲染图形。</li>
+</ul>
+</li>
+</ol>
+<p>热力图是探索多变量数据结构和变量间关系的常用工具。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[32]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-31</span>
+<span class="n">boston</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;./data/boston_house_prices.csv&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;gbk&#39;</span><span class="p">)</span>  <span class="c1"># 读取波士顿房价数据，支持中文列名</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>  <span class="c1"># 显示负号正常</span>
+<span class="n">corr</span> <span class="o">=</span> <span class="n">boston</span><span class="o">.</span><span class="n">corr</span><span class="p">()</span>  <span class="c1"># 计算各特征之间的相关系数矩阵</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">corr</span><span class="p">)</span>  <span class="c1"># 使用 Seaborn 绘制热力图展示相关性</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;特征矩阵热力图&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图表</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcwAAAFyCAYAAAB4G+qDAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAACudElEQVR4nOzdd1hUR9vA4d8u7NJBbLFr7DHGmkjsJdgLiho1FuyJilgxdo1dYxd7Nyb2XqNYk2jsPUoUbCQC0qRvPd8ffJzXFdAFFwUz93vt9bpnzz47eyQ+zJyZeRSSJEkIgiAIgvBayvfdAEEQBEHICUTCFARBEAQziIQpCIIgCGYQCVMQBEEQzCASpiAIgiCYQSRMQRAEQTCDSJiCkA1ptdr33QSzxMfHk5SUJD9PSkoiPj7erPeGh4ej0WiyqmmCYHEiYQrCe5aYmEhCQoLJsSlTprBu3bpU50ZERDBgwAASExPfGNdgMDBhwgQCAwOB5CT86rJrrVaLwWCQ//zycYArV67www8/yOe8aufOncyZM0d+fuHCBTw8PN7YNoBffvmFNm3apPt6UlISRqMx3dd1Ol2q6yYIWcn6fTdAEP7LDAYDUVFReHl5cfToURQKBUqlErVaTa5cuQAwGo0olUokSWLixImULl2a+Ph4atWqhZOTE1ZWVigUCvR6PUlJSVy8eBGAu3fvcvbsWSZMmADA6tWrWb58OQ4ODlhbW2M0GklISGDr1q188skntGrVitjYWJKSkvDw8GDcuHGcP38eGxsbrKysAEhISMDe3l5uv1qtxtXVVX6uUCgoXrw4kJx01Wp1ut89Pj6eChUqpPv6tGnTOHnyJC4uLvLnA0iShF6vJzY2llq1ajF37twMXnVByByRMAXhPerSpQvfffcd9vb2WFlZ8fPPP3Pw4EFCQkK4dOkSu3btokaNGgwZMoSZM2ei1+vp0qULefLk4fz589ja2jJ69GiaNm1Kw4YNTXpcf/zxBzExMbRs2RKDwYCPjw9ubm4MHjyYKlWqpGqLWq3m0KFDjBo1inLlytGqVSv++ecfSpYsiYeHB0ajkbi4OE6dOsWNGzcYOnQoOp2OpKQkIiIiiI+P5/r164SHh1OnTh0cHBz49ddf5fgajYbExETs7e1RqVQkJiaSJ08e+XW9Xk9iYiJOTk5ye0aOHImnpyd//fUXfn5++Pn5oVQmD4zt3r2bK1euZNHfjCCkJhKmILxHwcHBTJ06lefPn1OvXj12795Nx44dmTNnDuXLl8fDwwONRoNGo6F69er4+PjQpUsXhgwZgru7e6p4Kb0/nU7Hzp072bBhAwMGDGDfvn3Y2dlx4MABk/Nf7QVGRUURHh5Oly5dKFGiBHv27KFNmzbkypWLihUryudVrFgRf39/du/eTUhICN9++y0hISGcOXOGqKgoGjZsmKrnd+PGDfr374+dnR1WVlbExMRgY2PDsWPHgOTetkaj4fLlyybvMxgMzJgxA71eT9euXbl37x5Tpkx5uwsvCJkgEqYgvCdBQUEUL16cxYsX07dvX7Zs2YKXlxcvXrxArVbz22+/MWPGDPLmzcv3339P06ZN2bRpE1ZWVjRq1Ihp06bRrVs3OZ4kSURHR+Pq6kpsbCz9+/enVKlS2Nraki9fPvm8kSNHYmtrS0xMDLVq1WLWrFnya6dOnaJFixYYDAb8/PyYPn0669at44svvjBJmBqNhjt37nD58mUuX75MZGQk+fPn5/Tp0wwcOJCEhARcXFxMvm+NGjW4fv26/Lxr16707NmTxo0bA3D9+nXGjBmT6jpNnDgRJycnihQpQuXKlTl69CitW7dm9+7db/13IAgZIRKmILwnJUqUYPXq1SQmJqLT6bh69So7duyQX79w4QLr1q1j5cqVANy6dYt58+YxduxYlEol165do2fPngAMHToUg8FAs2bNmDt3LvHx8URFRbFhwwY0Gg1r1qyhfPnyAMydO5cqVaqwe/dukwQG0LBhQ2bMmEGxYsW4desWPj4+hIWF8fvvv7NixQqaNGnCkCFDePbsGbNnz8bV1ZW6desyZswYQkND8fPz4/Tp07Ru3Rq9Xv/a+5gPHz6kXLly8vOwsDCTxJ5i0KBBODk58d1337FlyxYWLFiAXq9/m0svCJkiEqYgvCcJCQkcO3YMf39//v33X65du8bKlSt59OgRKpUKjUZDTEwMn3/+OWvXrmXQoEF8/PHHqFQqAJOJMAsXLqRevXrybFaj0YhGoyE8PBxHR0d0Ol2aM11fnYXq6upKrly5sLOz47fffsPFxYWJEyfi5uZGixYt5NmzpUqVYuvWrWzcuJHExESUSiXz589n0KBBPH78GLVazb1795g0aRJNmzalQYMGJp9z48YNVCoVxYoVk4+llTAjIyOZMGECMTEx1K5dm3HjxrFy5UpGjx5N69atM3/xBSETxLISQXhPFAoFW7dupUaNGhQvXpzBgwezaNEilixZwsmTJ5k/fz61atXi999/p2LFimzevJmaNWumG8/KykruzaXEq1SpEgDdunWjfv36AAwfPpxmzZqxYsUKk6QLcP/+fcLDw4mJicHR0TFVe1/u2e3bt49NmzZRo0YNpk+fDsC3337L7NmzqVixIl27duX27dtUrlw5VVuXLVuGp6enybGwsDDy589vcix37txMmjSJHTt28NFHHzFhwgRatmzJyZMn5e8mCO+K6GEKwnvi4ODA9u3bCQ0NZc+ePUDypJt+/fpx+vRp+TxbW1sgeQg3ow4ePEjFihUZOHCgvK5z/vz5ac6SlSSJc+fO4eLiwuPHj2nRogWOjo48e/aMc+fOsXz5cmxsbNi1axcA1atXZ8+ePbi6ulKmTBmcnZ0JDw9HpVLh6OhIYmIiu3btSjUku2vXLgICAkzWb0JywixbtmyqdhUrVow1a9bw559/8vXXX/P555+nuj8qCO+CSJiC8J69PFxaqlQpJk2ahEKhID4+HoVCYXKuJElotVoaNGhAVFQU/fv3Jzo6mkuXLjFnzhwSExNZvXo1ZcqUwd/fn5CQENauXYuXlxfbtm1LtXGB0WhEr9ejVqsxGAx4eXmRO3duALy9vYHkSTc1atSgVatWJu+dPHky33zzDYUKFWL8+PHs3buXXbt2ERsby/fff8+ZM2ewtbWlb9++cts3btzIqlWrWL16tZz0dDod//zzDxcuXOCrr76S4788hNy3b1+aN2/O9u3bOXr0KN98843cfkF4V0TCFIT3LD4+ntjYWPl5q1atWLVqFQsXLmTgwIEm5yYkJMjrJR0cHFLF0mg0KJVKAgMDGTt2LMuWLUOpVLJ8+XKWLl3KlStX+O6777CyssJoNJKUlMTgwYPp3bs3SUlJad7nTEpKSrWz0NWrV3ny5AmNGjUiLCyMoKAg9Ho9ZcuWZcuWLQB89913rFu3jj59+qBQKJg5cybnzp3jp59+olSpUnKsadOmsW3bNho0aEC9evVMvuvixYvZuHFjqjZt27aNpKQkqlWrZuZVFoS3p5Be/ZVTEIT3Ljo6mtjYWIoWLZrpGLdv3zZZCpKyY9CrJElK1ZM1R3x8fJpJOz1GoxGdToeNjY3J8cjISBQKhcmOQYKQGRcvXmTw4MHUqlWLBQsWpHp927Zt+Pn5odPpaNeuHaNGjcrQz76Y9CMI2VCuXLneKlkCJskSSDNZAplKlkCGkmXK57+aLCF5Yo9IloIl1KhRg8WLF6f52tOnT1m5ciXbtm3j1KlT/P333xw+fDhD8UXCFARBED54R48epWPHjhQqVAg7OzuGDBmS4c0vxD1MQRAEIduKiYkhJiYm1XFnZ2ecnZ3NjhMSEkKNGjXk56VKlSI4ODhDbREJUwBAFx5k8ZjTq0+waLxhjUItGg/gwK8FLBqvTcswi8YDmH08r8Vjjqj6j0XjfXs1l0XjAWwcU8KyAbOgFFjs/vsWj2lfyfHNJ2VAr32WH0jc+Xj/W8fQhZl37TZuO4qfn1+q497e3gwePDhDn/ny7YfMTN8RCVMQBEF49yTzlgR5eXnRrl27VMcz0rsEKFCgAI8fP5afBwYGUqRIkQzFEAlTEARBePfMXEOb0aHXVw0bNowuXbrQrFkz+vTpQ5s2bXBxccHPz4+2bdtmKJaY9PMOBAQEoNPpOHXqFH/++Weai8cheaH264YJ0qt6r9fr8fT05MWLF5ZrtCAIQhaSJKNZj7f18OFDoqKiKFq0KL1796Z9+/Y0bNiQ0qVLp9qM401ED/MdOHXqFAsXLuT+/fuMHz+esWPHcvnyZezt7UlKSsLV1ZWtW7eyZs0adu7cSe7cuXn8+DFlypQhKCiIYsWKERcXR9WqVeU6gJ6eniQmJuLo6IhKpSI8PFxeIJ6yEP633357z99cEAQhHVm0S5Obmxtubm7y871798p/7ty5M507d850bJEw34HWrVuzfv16+vTpQ4MGDTh69Chjx46lYcOGnDlzhs2bNwPJm2cPGDAAd3d3Bg0axE8//USfPn348ccfuX//PsePH5djzp07l+joaKpVq8aGDRsoUqQIRYsWpWzZsty4cSPdNXeCIAjZggV6j++a+Fc1i0VGRtK9e3cGDRrE1atXU70eHx8v793p4uLC1q1bGTBgAPHx8fTp04f4+Hh8fHyYP38+efLkkd/n5OTEwoULOXLkCPv37+f+/ftMnDiRw4cPM2/evHf2/QRBEDLFoDPvkY2IHmYWy507N1u3buXu3busX78+1eshISFywlSpVHTq1AmdTseqVavYuXMn7u7u9OzZE5VKZVKKKV++fIwZM4YXL17QrFkzrl69iqenJzVr1uTFixei9JEgCNlbDtw4XyTMdyAxMZG5c+emmrQzceJEDh06xIwZM4DkXqPRaEShUODk5IRSqcTW1pbixYunqjC/a9cufvnlF1q3bs2OHTto0aIFGzdu5MWLF9y8eZM7d+7INQoFQRCyG0tM6HnXRMLMYjdv3mTIkCHMnj2bCRMmmCS+7t27069fP3nP0GvXrnH16lWsrKzke5AGg4G1a9ei1WqpUqWKXP6ocOHCrFmzhpCQED777DOGDx/Ozp07uXHjBn369OHp06fv/ssKgiCYS/QwhVep1WrGjBlDjRo10Gq1JsOqZcqUAZI3BS5atCgjR45Eq9USHBzMuHHjgORh2k2bNgHIyTYoKIgxY8ZgZ2eHra0tarWayMhIfHx8MBqN+Pn5ERsby9y5c6lateo7/saCIAhmED1M4VXly5enfPnyPH/+HI1Gg0KhQKFQEBcXByQP106aNIlq1aqxf/9+SpUqhVarlSvP63Q6evfujV6vJykpiZEjR/LFF19w/PhxrK3/99dXp04duQ4hJCdXMVNWEIRsy5j2uvLsTCTMd+DQoUN8//339OnTB4AvvviCefPmMWXKFBQKBcWLF6djx454e3tjMBjo0aMHnTp1ApL3O1y5ciUqlcok5svJMiEhIdXmxC+/LgiCkO0Y9G8+J5sR/6q+A1999RW///47uXLlApI3HfD09EzzXCsrK9atWyfXDTx27Ngb49vb23Pz5k2LtVcQBCHLiSFZIS22trbY2tqafX5aRXYFQRA+KGLSjyAIgiC8mSSJe5hCDmXp2pUA465MtWi8mp95WTQewAhFxmvivY77IY1F4wEc+tSytSsB6p5Lsmi8yz9WsGg8AJ+JDywaT8Kyf9cAkVLmq2ikRxdk2Z7Xpi9SF1/OFsSQrCAIgiCYQUz6EQRBEAQziGUlgiAIgmCGHDgkK1a2Z1PpFYt+3fk6Xfba2V8QBCFdRqN5jwzw8/OjVq1a1K5dO81iFzt27OCrr76iXr16TJ06FWMG43/wCdNgMKTauDyFJElotVr5+dmzZ/Hx8UGSkicH9OvXL1VJLp1Oh0bz+okdGo0m1Wc+ePCAW7dukZSUlOrctNSvX5/bt2+n+xk7d+7kzJkz8vOAgABatmz52nYJgiBkG5LRvIeZLly4gL+/P0eOHOHgwYPs27eP69evy68/fvyYjRs3snv3bk6ePElcXBwHDhzIUJM/+CHZgIAAunTpwieffIJCoZCPS5JEeHg4bdq0wcfHBwB/f3/c3NyIj4/H3t6eWrVqodVqkSSJhIQE1Go1ly9fZvbs2Tg4OGBra4skSVy9epUvvvgCvV6PRqMhMTGRH374gfz587Np0yYuXrxIUlISHh4erF69mvv37+Pk5ERsbCwVK1bkxx9/TNVuBwcHnJyc5Oc6nQ6tVouDgwOQvP/sy1vfWVtb89FHH2XVZRQEQbAsC6/DPHLkCL1798bFxQWA/v37s3v3bqpUqQIk7+ut0+mIj49HrVYTGxv7xs7Pqz74hOns7EyePHno27dvqtcuXrwoJ524uDgOHz6Ml5cXzZo1w97enpiYGHmD84SEBH788Udq1qzJnj175OT76NEjRowYwerVq1PF1+l01K1bF6PRyGeffUbLli0ZM2YMkydPxs3NjXPnznHkyJE0261QKOjTp4+8xZ1Op6NRo0bypuyvc+LECe7cuSP/IiAIgpDdSGYWh46JiUm19Sck/9vu7Py/ZT0hISGULFlSfl66dGl27dolPy9YsCC1atWiYcOGqFQqypYtm+6Oa+n54BOmjY0NKpVK7q1FRkayYsUKRo8eTZ06dShcuDAA8+fPJzY2liJFivD7778DMGXKFCpWrJjqoi5dupTdu3fj4OBAUlIS9vb2fPXVV7i4uBAdHY2XlxdeXl4EBgZy7do17t27R1hYGBqNJtWesC/3el+1du1aihcvnu7rixYtYuXKleh0OlasWEFSUhIzZ87k+PHjDB48GEmSXhtfEAThvTGzh7lx40b8/PxSHff29mbw4MEmx14dRXzZsWPHuHv3LmfPniVXrlzMmzePNWvW8N1335nd5A8+YRoMBlQqFVOnTsXW1haFQsE///yDn58fWq1WHir966+/KFKkCJC8mbm9vb0cQ5IkNBqNvL2dnZ0d3t7euLq6cvv2bQYPHoyPjw/e3t6cPn0atVoNgIuLC5988gmnTp3i008/pVixYqnuib78l6rT6VIl1JRz9Hp9qteGDBmCp6cnBoOBwMBA7t69S+3atTl8+HCGtuITBEF458y8P+nl5UW7du1SHX+5dwlQoEABHj9+zKeffgpAYGCg3CECOH/+PD169JBvXX377bd4eXmJhPmy8PBw8uTJw9KlS7G3tycsLAxfX19++uknALRaLQqFgg4dOtCxY0cAevfuTUREBC9evODYsWP4+fnRqFEjxo8fnyr+rl27OHfuHEFBQXh7e5u8VrBgQfR6PXfv3iV//vwoFAri4+MZN24c9vb2JCQkUL16dfn8KVOmcObMGZydnbG2tmbQoEEARERE0LdvX7nayatSamxWrVqVoUOHvvU1EwRByHJm9jBfHXpNT/PmzZk3bx716tXDYDCwevVqJkyYwLBhw+jSpQuVK1fm0KFDNGjQAFtbW7Zs2SInV3N98Anz6dOn5MuXj19++YXTp08Dyb95dO/eHZ1OR+fOnWnbtq1cSQRg69atQPpDsi+rUKEC7u7u/Pzzz6le0+l0jBs3jkaNGlGtWjVWrlzJqlWrePjwIR9//LH8/ylsbGwYOnRoqs9bsmSJ2JBdEIQPi4XXYbq5uVG3bl3c3d2xtramd+/eVKtWjSlTphAVFYWHhwdPnjyhRYsW6PV6vvjiCyZNmpShz/jgE+b169cpV64ckZGRdOjQwSQZLVmyhMTExLeKnydPHsqUKYOjo2Oq1y5evEixYsX46KOPyJcvH8uXL+f06dMsWbKE1atXM3z4cMaMGUONGjWA19/PTI/BYODYsWOUKlXK5PiRI0eoW7dumu0SBEF477Jga7zBgwenuq+5d+9e+c8+Pj5vNRnyg06YSUlJHDp0iDVr1rBv3z6WLVsm9x4heVbVgAED5OeSJKHT6TAajdjZ2aWKpVAosLGxQZIkFi9ejJWVFUlJSdy8eZN//vkHHx8f4uLi5KHU2rVr8/nnn7N8+XIkSSIiIoIFCxawcuVKcufOzdy5c+nduzdbtmyhUKFCGAwGFi5cyLp160w+OyIigoEDB6b6fmfOnGHNmjV89tlnlCxZUl5TGhcXx9SpU1m4cKGcjAVBELIVUd4re4mLi6NRo0aUL1+ebdu2MXDgwFQ9zJfX4SQlJXHt2jUmT56MtbU1KpWKS5cusWrVKvR6Pd7e3rRt25aEhAR8fHzSHKpdtWqVSa/VxsaGhIQEEhISOHjwIKNGjaJAgQIAlCpVCh8fH3lXn/j4+HSHZGNjY+Xn//77L3v37qVx48aMHj2aggULEhcXR2RkJNWqVUOlUtG8eXORLAVByL5yYMJUSK/OvRXe6MWLF1hbW8ubCLwPoaGhFt2oYHLxrhaLlSJnlPcqZtF4Cwi2aDyAQxmbl2CWBjctXd6rkUXjQU4p76V980kZpLPwvb1NX8RZNB6A667Tbx0j8eB8s86zazX8rT/LUj7oHmZWSdlJ4n0Su/oIgpCj5cAepkiYAgDDGoVaPKale4Tnb220aDyAPz793qLxzmzqaNF4AF37H7N4zMszvrBovI8GbLNoPICQGU0sGk9RrIRF4wFotv9q8ZjqWp9YNF6zWQEWjQdw1hJBcmC1EpEwBUEQhHdPFJAWBEEQBDOIIVnBHHq9Xt5UPT0Gg0HewcccBoMBo9GY5tZ6giAI2U4OTJgffD3Ml929e5dhw4a99hydTodOp0tVK/NV6dXYfPW1yMjIVHEWL17Mhg0bXtsOUQ9TEIQPmiSZ98hGPuge5rNnz+jcuTNOTk5y1ZJHjx7RpUsXJEkiLi6OmJgY/P395Q3T79y5ww8//MD27dupXr06Fy9eTLWJAcDo0aO5fPkyzs7OREVFoVarcXR0JDExEVdXV7ZtS54EcfbsWe7fv4+vry/+/v44Ojpia2tLvnz5Xtt2UQ9TEIQPWg7sYX7QCbNAgQKcOHECa2trfHx8aNOmDe7u7vj4+NCpUydq166NVquVkyUkVyJxdHREpVJhY2ODnZ0dL168wMHBwWQY1cbGhkmTJtGwYUPmzp1LmTJl8PDw4O+//2b69Okm56VUDrl+/bpczDQ4OJilS5eSkJCAr69vqraLepiCIHzQRMLMXhQKBUeOHGHVqlXEx8cTEBDAsmXLePjwIcHBwcyePZtRo0ZRq1YtunXrhp+fX5r7uf7yyy/cuHGDFStWmByfNm0aCxcu5Pnz59jY2LBu3To0Go28k8/WrVtZuXIlWq0Wa2trDAYDu3btIiAggCJFilCtWjXCw8PTbb+ohykIwgcrB86S/eDvYSYlJfHll1+yYcMGChUqxKxZs2jbti27d++mbNmyaLValEolZcqU4ciRI2nGuHLlCl26dEl1fPz48ezbtw9PT0+GDh3Kvn37WLx4sfy6p6cnvr6+dOrUCZ1Ox9atWylRogTNmjWjU6dO1KxZ06QKiU6XdgXylD1uXzVkyBB+/fVXjh8/DiTfo7Wzs+Pw4cO0a9dOJEtBELIvcQ8ze3r27BkDBw5k6tSp5M6dm6tXr9KmTRtKliwpJ5V27doxffp0vvjCdEF3QkIC9+7do1atWibHjWYMJ6jVapRKJQqFgl69eqFQKPjkk0/4+++/AdBoNCaFqkU9TEEQ/jPEkGz2VLBgQUqXLs3s2bNRqVRYWVkxefJkNm3aJJ9TqVIlHj9+zL1790zee+zYMerUqZNquUZcXBwzZ8587ZDsy1LuYwJy5ZIVK1YwcuRI+biohykIwn9GDkyYH/yQbAqlUsnAgQP56aefcHNzS7XUQ6lUsnXrVsqVK2dy3MPDg/Hjx6eKFxgYyKZNm147JBsVFcXNmzfZt28fw4f/bwPhggUL8vHHH7N37160Wi2RkZFA5uthpjWUfOTIEeLiLL/psiAIgkVIRvMeWSA2NpbTp09n+H0ffMJMSYy5c+dm2bJldOnShUuXLmFraytPitHpdCQmJlKiRIlUSUuhUGBra0tcXJx8H/HRo0ckJSXJPUmNRiOX6Hq5+MvNmzc5ePAg3t7eLFiwAIVCQXR0NJ6entSuXZvIyEhmzZpFUFAQgFwPs1WrViaPX375hbSKypw5c4bWrVtz+vRpk3WjKfUw//rrLwtfTUEQBMuQ9AazHhnh5+dHrVq1qF27NuvXr0/3vJkzZ3LlypUMt/mDH5KNiooCoFu3bnTr1k0+PnfuXG7evMngwYO5fPkyvr6+qNVqrKysUCqVNGvWjDx58tC4cWOMRiMajYZFixZRvXp1Vq5cSatWreRYtWrVIk+ePNy9e5fBgwfz2WefAVCjRg0OHjyIs7MzkHyPcdasWaxevRorKyscHBxo1KgRn3/+OSDqYQqC8B9i4d7jhQsX8Pf358iRIxiNRnr16kXVqlXlpXwpfvvtN65cucL+/fsz/Bn/2XqYb7PkIi4uDqPRKCfCFFqtlgcPHlCuXLkMbWuXGZauh/mil7vFYqX46qjmzSdlQE6oVuK2qb5F40HWVCv5eWJZi8b7yGe3ReOBqFZiKVlSreSfE28dI2Gpt1nn2Q/yM+u8yZMnU61aNdq0aQPA4cOH+fPPP5kyZYp8TlxcHK1bt2bWrFm4ublluM0ffA8zPW+z5MLR0THN42q1mgoVKmQ6bkaIXX0EQcjRzJz0ExMTQ0xMTKrjzs7OJp2WkJAQSpYsKT8vXbo0u3btMnnPggULCAsLw9fXl9q1azN58uQMTaj84O9hCoIgCNmQ0WjWY+PGjXz11VepHhs3ph5xerkj9Org6YsXLzh06BDbt2/H398fpVLJmjVrMtTk/2wPUzB14NfUS2He1giFZUf7LT18ClD7zmyLxrv0WeptDt/WSCxfgebquEcWjTcnd603n5RBx2am7lW8DY3ilkXjAYRZF7Z4TNczlv3eKx2y6ZI0M+8Genl50a5du1THX70lVqBAAR4/fsynn34KJK9kKFz4f38/T548oXLlyvLrnTt3xs/PvOHeFKKHKQiCILx7eoNZD2dnZ4oUKZLq8WrCbN68ORs2bCAuLo4XL16wevVq2rZty7Bhw7h48SIff/wxDx48ICgoCKPRyN69e+UJmuYSCVMQBEF49yy8DtPNzY26devi7u5Oy5Ytad26NdWqVePhw4dERUXh6OjIlClTGDRoEPXq1SMpKYl+/fplqMliSPY9MKeAtCAIwgfNaPkFGoMHD2bw4MEmx/bu3Sv/uXbt2unuGW4O0cPMpDNnzhATEyMXm06LVqvlwIEDhISEyMciIyNp0qTJG/eilSSJjh07ptqq72VXrlyRfxheLWj9ugLXgiAI75tkNJr1yE5ENyeTbt26xYIFC/D09GTz5s2oVCp5htbz589RqVT07dsXe3t7unXrRvPmzTl79izW1tZERETQtm1brKys0Gg0HD58GIAOHTpgNBqxtrbGaDTy9OlTBg8ejLOzM3q9ntjYWI4ePYparSYuLo5x48bRq1cvIPnGeGhoKGq1Go1GQ+nSpVm5cuV7uz6CIAivlQU9zKwmEmYmeXt7U6BAAdq0aUP37t3lZClJEmPGjKFFixbUq1cPgCZNmmBjY4O3tzf9+/dn3rx5FClSBBsbG5P1lM+ePePgwYOsXLmS4OBgtm7dip+fH6VLl6ZChQr07NkTSZJISEjA29ubli1byrPHfv7553d/EQRBEDIri/aJzUpiSDYT/vnnH6ZMmULjxo2xsrKiatWq8v6wFy9elM87evQoXbt25e7du6hUKqZMmUKhQoUoXLgwp0+fpkePHoSFhcnn//LLL/j4+FC1alX8/PywtramQYMGnDt3jp9//plNmzahVquxtbXlm2++oWHDhrRr146YmJhUw8Lp1dAUBEHIFsycJZudiB5mJjg6OqLX6xkwYAC//PILRYoUYffu3YwePdpk1wh3d3eMRiP//vsv8+bN49KlSxQvXpxt27ZRoEABunfvzoEDB+Sb1IcPHyY8PJz169ezYcMGIHlj9/DwcFxcXPj444/lDeLr1KlDp06dGDRoEPv27WPlypU4OjqSkJCAXq9HqVTSt29fevbs+R6ukCAIwhuIIdn/BhcXF6ZMmUJoaOhrz7O2tqZevXrEx8fTrl07nJyc8PT0ZM2aNTRv3pydO3cyYsQI+fwBAwaQK1cu4uLi5OnOt27dYuHChaxdu1Y+T6PRMGzYMP7++2/q16+Pg4MD3bt3B2Dt2rXExMQwbNiwLPjmgiAIFiKGZP87oqOj5aT0zz//4OnpyalTp+QyXymuXr3KjBkzUCqV7N+/HysrK27evAlAcHCwybmnT59m2rRpHDp0iG7dutGxY0dGjRrFrVu36NChA23btgXg8ePHFCtWjKJFi2b9FxUEQcgKRsm8RzYiEmYm7du3j4IFC6LX6ylQoAC7d++mR48eqNVqk/P++OMP6tdPrmCh0+mws7NLN2bNmjXlpSIeHh7o9XpGjBjBZ599xs6dO+UlJGXLlmXcuHFvtYG8IAjC+5QTl5WIhJkJer2ezZs306lTJwAmTpwIwKBBg/jss8/kXqZWq+XQoUPUrFmTM2fOUKVKlVSbAx87dow//vgDSN44+Ny5c/To0YOrV6+yadMm8uXLl247Xl7LqdfrCQsL49mzZyKRCoKQ/emN5j2yEXEPMxPCwsIoWLAgX3zxBQqFgpo1awLJCXDAgAH89ttvdO/enbi4OOrVq0d0dDSLFy9m9erVaDQaDAYDTk5OnDt3jmvXrrFkyRIApk2bhkajYezYsZQvX57Lly8zfPhweXnKq+Li4uQ/W1lZ0bdvX6Kjo5kxY0bWXwRBEIS3kQPvYf5nC0i/rfQKUIeEhKBUKsmfP7/JcZ1Oh0qVsaoTOp2OJ0+eULJkySzvNW4u1M3iMa2w7I9WQYPWovEgZ1QryQqSZNmfp1sqW4vGAyigs+w/qJos+G8ozNryMV0tvJKiukOkZQMCn9w//NYx4oa3Mes8x/n73/qzLEX0MDMpvQRWoEDaZbIymixT3lOqVKkMv08QBCG7k7LZhB5ziIQpCIIgvHsiYQo5VZuWYW8+KYPcD2ksGu/Mpo4WjQeWH0L94taPFo0H4P255QtnL1zsZtF49TsssGg8gJgFqYsGvw2Fk5NF4wE8mXHd4jGLflfMovE6zLf8kOzbD8gC2WwGrDlEwhQEQRDevWw2A9YcYlmJIAiC8M5JkmTWIyP8/PyoVasWtWvXZv369a89d+zYsWg0GRsFe68JU6fTodUmz3xMSkrK8MV5k8TERDm+IAiCkI1YeKefCxcu4O/vz5EjRzh48CD79u3j+vXraZ67d+9edu3aleEmWzxh+vv7M2zYsDST36vJ6+rVq7i7uxMXF8fKlSuZOXNmunF/+eUXli1bluq4JEnp/pYwbtw46tatS2Rk+mP46RVazkgB5gsXLqTZtqz0559/smbNmnf6mYIgCBZj4YR55MgRevfujYuLC66urvTv35/du3enOu/BgwcsW7aMXLlyZbjJFr2HGRcXx+LFi3F2dqZHjx4mr+n1egoVKsS8efPkY2fOnKFly5Y4OjpiZ2eHo6MjkLw3q52dHblz5wbg8uXL+Pn5UapUKc6fP58qbpkyZZgyZYrJcT8/P6Kioli1ahX9+vVj9uzZlC5dOlWbK1WqlGr/1xQBAQFv/M5Go5F58+axbt26N55rSV9++SUrV66kdevWJjU1BUEQcgJzl5XExMQQExOT6rizszPOzs7y85CQEEqWLCk/L126dKpeZEJCAsOHD2fGjBmMGjUqw222WMJMTExkyJAh1K9fHxsbG2xtbeW1inq9HgcHB7p1+9/ieK1Wy8GDB/Hz80sVa+LEiajVapYvX86VK1eYMWMGPXv2JCIiAkdHR6ysrDAajSQkJGBvb4+3t7f8Xr1ez6xZs3j8+DHjx49n1apVjBw5kp49e9K8eXNat25N+fLl5T1fP/74Y3lru5dNmjTJrO998uRJSpcuLSf7CxcusGHDBnLnzs2pU6ewtbWlXbt2DBgwAGtra7p3707Tpk3ZsmUL0dHRlCxZknHjxlG+fHkuXLjAmjVrUKlUXLlyhU8++YSpU6cyY8YMrl27RqVKlZg/f778WS1atGDDhg18/73lZ1EKgiBkKTMT5saNG9PME97e3nJpxBSvbj36qsmTJ9O2bVs+//zzDDY22RuHZA0GwxuHJ7VaLSEhITRp0gRPT0+KFClCkSJFKF68OEWLFqVw4cK4uLiYvGfjxo2Ehoam2gBgzZo1REdHyz3R6tWr89FHH3Hy5EkCAgK4dOkSV65c4dKlS1y7do1r167J7w0ICKBr164YDAZWrFhBgQIFqFChAjVr1mTfvn1IkoSXlxe//vorRqMRnU7HN998w/379wkMDCQoKIjAwEDu379P9+7d0Wq1Jvu1puXMmTNUrVrV5Njp06epVq0av//+O/v37+fx48fy9ncABw8eZN26dfzxxx94e3vj7e3N8+fPATh37hydOnXi3LlzFCtWjI4dO9KvXz9+//138uTJw549e+Q4X375JSdPnnxt+wRBELIjSS+Z9fDy8uLEiROpHl5eXibxChQowOPHj+XngYGBFC5cWH6+f/9+jh8/ztq1a6lduzbPnj2jUaNGGWrzG3uYly9fpkePHqhUKqytrU0SnNFoRK/Xo9frOXbsGHfv3mXPnj2oVCqsrKzQarVYWVmh0+l4+PAhrVu3BuDevXvs3LmT6tWrm3zWyZMnefHiBZs2bcLe3l4+vnDhQn755Re6detG165dWbRoEbNnz+b777+nf//+8nnOzs506dKFK1eu0KVLF9RqNQqFgh07dpAvXz5WrlzJ0KFDsbOz4969e8yYMUPuDVtZWck9V71eT1JSEocOHeKHH36gTJky6V6fJ0+e4O7ubnKsdu3atG/fHkguNj116lRatmwplwMbM2aMPIzq5uZGy5YtOXnyJCVKlKB69epydZMGDRrwzz//UK1aNQDq1q3LlStX5M8pUKAAwcHB6W7TJwiCkG2Z2cN8deg1Pc2bN2fevHnUq1cPg8HA6tWrmTBhAsOGDaNLly60adOGNm3+tx1fo0aNOHLkSIaa/MaEWbFiRQ4fPoxarUalUqFUKlEoFEiSJPc+k5KSKFiwIGPHjuXhw4f8+uuv+Pj4MGPGDOrXr0+NGjXo0KGDHLNs2bIsWbKE2bNN9/FMSEhg48aN8r3Ll0VGRrJr1y7i4uLYuHEjzZs3R6lUmvQACxYsSNu2beW6kQAXL15k3bp1zJgxA7VaLQ/FVqhQgc2bN9OyZUs6dkxeEL9//375gu7evZv9+83bw9Da2nK3gl/+7tbW1uTJk0d+rlQq0el08vOMTEwSBEHIViy8DNPNzY26devi7u6OtbU1vXv3plq1akyZMoWoqCiLfMYb/6V3cHAwez/TMWPG8PjxY+zs7KhZsyalS5fmxo0b9OzZ0+Q8pVJJ2bJlU72/VatWJgkCkpee/PTTTwQGBqLX66lfvz4NGjRg3bp1SJJEUlJSqjh9+vQhPj5eTux6vZ6BAwfy8ccfp5qJGx0dzYkTJwB4+PCh/Oe0bjKnpVixYoSGhpoc++OPP9ixYwft27cnISGBSZMmyb1rgJkzZ7JgwQIKFizI+fPnOXDgANu2bSMoKChVT1GpTH/U/Pnz5xQtWlT0LgVByHGyYi/ZwYMHp7qvmVJH+FWZuZ1l0VmyHh4e/PHHH9jZ2XH//n3c3NxISEigefPmrFq1iri4OHnCypsEBgZSqlQpVCoV7u7uRERE0L59e3r27EnRokX57LPPaNCgAStWrODZs2fkzp0bGxsbIHmW7U8//WRSSzJlpu3LdDodzZs3p2zZsigUCv755x+5hxkUFITBYMDKyuq17WzYsCFHjx7F09NTPvbVV18REBBA3bp1UavVtGnTxmRiUvv27RkwYABhYWGUKFGCJUuWkC9fPoKCgsy6NimuXr1Kw4YNM/QeQRCEbCHnbfRj2YQ5d+5cbG1tUalUxMfHc/HiRRITE5k3bx4VKlRgxIgRfPXVV3z99ddA6llMKes0dTodAwcOxNfXF3d3d4oWLUrp0qWZMGECgwcP5sCBA/Tp0wetVkudOnUYOnQotWvXxsfHR4717bffmgyVxsfHpyrGfPHiRa5du0ZAQAB2dnbExsZy4sQJ4uPjiY+P5+HDh2kuRXlZw4YNWbVqFdHR0fK6HpVKxfjx4xk/fnya76lWrZo8DPwyNzc33Nz+t8dnvXr1TGphNmvWjGbNmsnPDx48yA8//PDa9gmCIGRHkv4/vvn65s2bsbW1RavV0rp1azZt2iRPogkNDWXgwIEmCSE2Nlb+c/ny5Rk9ejTbt28nISGB4sWLU7NmTbRaLT4+Pri6ujJz5kxKlChB7dq1Wbx4MVFRUfTv35/o6GiTRJKUlJRmD/PlNaB///03y5YtI1++fKjVapRKJba2ttja2qJWq7G1tWX8+PGsXr0ap9ds2qxQKBg9ejSbNm0ySdhZ7dKlS1SpUsVkFpggCEJOkQPrR/93C0infO3X3f8zZ0j2QxHTr4nFY1q8Wsl6y1crudbzlEXj/VerlTiJaiUWY/lqJU8tGg/g8JO3r1cS0bK+WeflOXTmrT/LUv6z1UrMmSjzX0mWgiAI71pO7GH+ZxOmYGr28bwWj3no038sGq9r/2MWjQcwEpVF42VFb9Dv8uw3n5RB4z4fZ9F4AWUrWjQewIwfLVvHMRLL13yNlmwtHvPPaRctGu/O0rYWjWcxImEKgiAIwpuJHqYgCIIgmMGYA/ddEQnzLYgt6QRBEDJJynn/dr7XAtLvgl6vl7fxi46OJiAggOPHjzN//ny6detmsrTlzJkzPH/+PM1K3y9vwXf37l1u3rxJ48aNefz4Mfv27cNoNFK/fn1CQkLMbltadTTNbYOfnx83btww+7MEQRCyE8lo3iM7+eB7mOvXr+fnn38mf/78ODk5kStXLj766CM+/vhjvvzyS5O9WR88eMDPP/+Mr68v/fr1w97eHqVSiUajwdXVle3btwMQFhZGaGgoDg4O3L17F5VKxcOHD7GzsyM+Pp4HDx6QJ08eXF1d021XenU0zW1Djx496N+/P1u2bBG9XEEQchzJmPP+3frgE2bKZgQ2NjZotVrCwsIICwvj5s2baDQaKleuzPjx45k4cSJt2rThiy++oEyZMpw+fVqOERwczPDhw+Xny5cvx8bGhidPnrBjxw7i4uJwd3cnV65czJo1iydPnjB16lRq1KiRbrteraMJZKgNzs7OFC1alDNnztCgQQOLXCtBEIR3Jbv1Hs3xwSdMhUJB//79TfZ6TXH9+nW5h/fPP/9gY2PDtWvX+OGHH1Cr1Wi1Wlq1akXjxo1N3rdixQp8fX1xdXWlRYsWfPLJJ3z//ff4+fnx+PFjrly58tpkCWnX0cxIG+B/9TBFwhQEIacxGkQPM9tJqYuWUng55V6mi4sLer0+VeXtuLg4unbtiqenJ7t37+aff0zXEj548ID+/fszevRo/P39qVmzJnPmzMHe3p6LFy8iSRL58+d/Y7vSqqNpbhtSFChQgAMHDphzGQRBELIVMSSbDSUkJNC1a1ecnZ2xtbUlPDycxYsXM3z4cIxGIzqdjrt375q8Z+XKlezYsYPIyEhatWpl8lrp0qVZtGgRiYmJhISEUKhQIaZPn87du3c5cOAA1tbWafYG0/K6Opqva0MKUQ9TEIScKiduyvrBJ8xnz55RvHhx9Ho9MTExLFmyhClTpqDT6TAajWg0mlSzUb/99tt0e3cGg4Hp06cTHBxMiRIl8PT0JDo6mp9//pmgoCCio6MZMWLEG9uVVh1Nc9uQIiwsjGLFLLvvpCAIwruQE3uYH/yykrt37/Lll1/Spk0bSpQogdFoZM2aNaxfv55p06YhSRIVKlSQzzcajSxbtoyvv/6aZcuWYTAYTOJZWVmxYcMGHBwcGDRoEBUqVGDOnDkULFgQV1dXihcvjr29/Rvb1bBhQ/788880X3tTG1Jcu3ZN1MMUBCFHkowKsx4Z4efnR61atahduzbr169P9frp06dp0aIFderUYfjw4cTFxWUo/gfdw3zw4AE6nY7cuXMTHh7OrFmzmDZtmjxk2qVLF8qUKQP8b43jwIEDTYo9G41Gnjx5YrJ0w9rampkzZzJ9+nQiIiJwcnIiPj6eR48e8eLFC9avX4+npycuLi7pti2tOpoZaUNcXByBgYFMmzbtLa+SIAjCu2fpIdkLFy7g7+/PkSNHMBqN9OrVi6pVq1KlShUAQkNDmTJlChs3bqRw4cLMmTOHxYsXM3bsWLM/44PuYT5//pzevXsTFRXFoEGD8PLyonHjxgQEBNCoUSPs7e355JNPAOTfNJRK00sSEhJCmzZtKFmyJACRkZF06NCBOXPm4OHhwZEjR7h9+zZbtmxh7dq1bNq0iWPHjvHs2bPXtu3lOpopzG0DwMaNGxk+fHiqcwVBEHICo0Fp1sNcR44coXfv3ri4uODq6kr//v3ZvXu3/PrTp0/p2rUrRYsWRalU0r59e/7+++8MtfmD7mHWrFlT/vO2bdvkP5crV46TJ0+anLtjx440YxQqVIg///xTHmbNnTs327dvR61Wy+csW7bMpMj0li1bzGpflSpV5N9+MtIGgEGDBpn1GYIgCNmRueswY2JiiImJSXXc2dkZZ2dn+XlISIhJp6J06dLs2rVLfv7555+brIo4ePAgtWrVylCbP+iEaSmv3pN8OVkCJsnyXbVBEAQhJzOauZfsxo0b8fPzS3Xc29ubwYMHmxx7+bbVq5M5X3bgwAGuXLmS5n3O1xEJUxAEQXjnJDMTppeXF+3atUt1/OXeJSSvS3/8+DGffvopAIGBgRQuXDjV+/z9/Vm/fj3r169HpcpYPVyRMAUARlS1bLFngLrnkiwa7/KMLywaD+DquEcWjbdwsZtF44Hliz0DTL883aLxHIvUt2g8gPD+lS0aT+lkZ9F4ANEnX1g8pus3Nd98Ugb0GHXVovEAdnR6+xjmzoB9deg1Pc2bN2fevHnUq1dP3rBmwoQJDBs2jC5dulCjRg1+++03Fi1axPr16187KTM9ImEKgiAI75ylZ8m6ublRt25d3N3dsba2pnfv3lSrVo0pU6YQFRXFpUuX8Pb2xsrKCg8PDyB5TkpGdksTCVMQBEF45wwZmAFrrsGDB6e6r7l37175z29bElGsSXiH4uLizP4LS2+zgted/3KpMkEQhOxMkhRmPbITkTDfwtmzZ/Hx8ZFnY/Xr14+rV9O/XxASEkLfvn3NSob169fn9u3b6b6+c+dOzpw5Iz8PCAigZcuWGWi9IAjC+yNJ5j2yEzEk+xb8/f1xc3MjPj4ee3t7atWqhVarRZIkEhISUKvVdOrUicTERFQqFQqFgpiYGNq0aYOVlRVGoxG1Wm2yuDaFg4ODyXIVnU6HVqvFwcEBSF6E+/KmBdbW1nz00UdZ/6UFQRAswNxlJdmJSJiZFBcXx+HDh/Hy8qJZs2bY29sTExODnZ0dtra2JCQk8OOPPxIaGsoff/yR6v0pW+LVrl07zfgKhYI+ffrIFU10Oh2NGjVi3Lg3z5g8ceIEd+7cwcfH5+2+pCAIQhbJbsOt5hAJM5Pmz59PbGwsRYoU4ffffwdgypQpVKxY0aRY9fDhwwkNDcXFxYXnz59z7949Tp48yW+//cb06dNfO0Nr7dq1FC9ePN3XFy1axMqVK9HpdKxYsYKkpCRmzpzJ8ePHGTx4MJIkmSzkFQRByC4MObBaiUiYmXDr1i3++usvihQpAiTX3Hx5Jx5JktBoNNja2tK+fXs2btzI0aNHUSgU2Nvb8/333zNjxoxUyUyn06W5kFaSJPR6farXhgwZgqenJwaDgcDAQO7evUvt2rU5fPgwtra2WfDNBUEQLEP0MP8jPvvsM1asWEHHjh0B6N27NxEREbx48YJjx47h5+dHo0aNGD9+PABdu3aldevW7N69mxs3bhASEkJAQACRkZGEh4fTs2dPcufOzZQpUzhz5gzOzs5YW1vL+8VGRETQt29f+vTpk2Z7rKysAKhatSpDhw7N+gsgCILwlsQ9zP+QlJJcAFu3bgVSD8lGR0dTt25d8uXLR6FChUhISADg/v375M+fnwoVKpAnTx55FwsbGxuGDh1qMqQLsGTJEmxsbN7BtxIEQXg3stkEWLOIhJmFXFxcuHjxInZ2yVty7d69m9u3b9O7d28geeJQVFSUPLEnM/cbDQYDx44do1SpUibHjxw5Qt26dXF0dHzLbyEIgmB5ObGHKdZhvgVJktDpdCQmJqZ6LSkpCa1WKydLSE6ISUn/21/1/Pnz9O/fX35uMBhYuHAhrVq1Mnn88ssvae68f+bMGVq3bs3p06eRJAmtVgskJ+KpU6fy119/WfLrCoIgWExO3LhA9DDfQlJSEteuXWPy5MlYW1ujUqm4dOkSq1atQq/X4+3tTdu2beXzixUrxvTp07l48SJWVlZERETw/fffy6/Hx8enOyQbGxsrP//333/Zu3cvjRs3ZvTo0RQsWJC4uDgiIyOpVq0aKpWK5s2bU6NGjSy/BoIgCJlhIHslQ3OIhPkWUpaTnDhxwqzzq1evzuXLlzEajRiNRnkoNsXs2bPTfN+reyMWKlSI7du3m2xU4OjoyPHjxzPSfEEQhPfGmANvYoqE+R4olUqTXXoyQ+zqIwhCTmYUPUxBEARBeDNJJEwhp/r2ai6Lx7z8YwWLxvtowDaLxgOYk7uWRePV77DAovEAAspWtHhMSxd8jgs+8+aTMqhB5b4WjZdojLZoPIDGNkUtHvP3WfcsGm9roeyZmIzvuwGZIBKmIAiC8M7lxB6mWFYiCIIgvHN6Mx8Z4efnR61atahduzbr169P9fq2bduoW7cuX375JbNnz05zud7riISZSVqtVl73mNZrLxdzfrX+5aVLl4iMjEz1vpf/8iRJIikpyeSYVqtFr0/9IxQWFkb79u1FAWlBEHIMCYVZD3NduHABf39/jhw5wsGDB9m3bx/Xr1+XX3/69CkrV65k27ZtnDp1ir///pvDhw9nqM1iSDaTfv31V2bMmIGTkxM2NjY8efKEYsWKkZSURGxsLNOmTcPd3R2Atm3bMnfuXMqVK0dcXBz9+/dn//795M6d2yTmtGnTuHjxIra2tiiVStRqNQEBAbi4uMgbE6xatYqHDx8yb948cuXKha2tLVZWVoSGhtK9e3esrKxISkoiKiqKH3/8kerVq7+PyyMIgvBali5WcuTIEXr37o2LiwsA/fv3Z/fu3VSpUgWAo0eP0rFjRwoVKgQkF69YtGgRLVu2NPszRMLMpNatW9O8eXN5iUjVqlU5cOAABoOByMhI8uXLJ5+rVquxtbVFkiQOHjxIvnz5WLp0KQAhISEMGjSIL774Amtra6ZOnUqVKlX4+uuv6dy5M0FBQanWYZYvX56mTZuyb98+ChYsyNGjR/Hy8uLw4cM0atQIlUpFpUqVxNITQRCyLXOXlcTExBATE5PquLOzs7wPNyT/W1qyZEn5eenSpdm1a5fJ6y9v5lKqVCmCg4Mz1GaRMN/C2LFjqV+/vslvKBcuXGDGjBns2bMHnU5Hq1atiIiIoE+fPvTq1YvNmzfz008/ycnM29tbHmbVaDSMGTMGGxsbeVODHTt28Ntvv2EwGChYsCB+fn5A8lrO+fPns3TpUuLi4vD39yc8PBw7OztWrVqV7iYIgiAI2YG5dw83btwo/7v3Mm9v71SdiZf3407r/uSbXn8TcQ/zLXh4ePDTTz/JzyVJYvny5fj6+qJSqbC3t+fkyZOUK1eOtWvXEhkZSadOnRg1ahTnz58HkpNkSiWSiRMnsnPnTpycnNi+fTsAHTt2ZPv27SxatEiudpLyWTqdjm3btpErVy6KFClC9erV+eOPPwgJCXnrjREEQRCykl6hMOvh5eXFiRMnUj28vLxM4hUoUIDHjx/LzwMDAylcuPBrX0+paWwu0cPMBKPRiCRJuLm54eTkJB/XarX06NGD+vXrYzAYUCgUJolr8ODBSJLExx9/zK1bt3BzcyMpKUku9jxjxgwaNmzI06dPmTdvHkWLmq7xevm3o2vXrtGjRw+aNm2KVqtlzJgxLFq0CEmS+Prrr8mbN28WXwVBEITMM7d/9+rQa3qaN2/OvHnzqFevHgaDgdWrVzNhwgSGDRtGly5daNasGX369KFNmza4uLjg5+dnste3OUTCzIRr167h5eWFk5MTdnZ2KJVKEhMTadmyJUajkYkTJxIbG8vWrVupWPF/i85jY2NxdHTE2dmZp0+fMnfuXLRardzDTExMxMHBAScnJz7//HMiIyPlIdnExET5ZrbBYMDHxwcbGxsuXryIwWDg6dOnTJo0CaPRSGRkJJUqVWLGjBnv5foIgiC8iaU3LnBzc6Nu3bq4u7tjbW1N7969qVatGlOmTCEqKooaNWrQu3dv2rdvj8FgoG3btrRq1SpDnyESZiZUr16d27dvmxyrWrUq/v7+Jsfi4uI4ceIE4eHh9O3bl169erFhwwacnJzo3r07zZs35+uvv5Z7mCly5cpFw4YNOXToEB07dpTH6VPudVpZWeHr60toaChdu3YlPj6e7777jkqVKlGqVClcXV359ddfs/AKCIIgvB1Lz5KF5FG8V+9r7t27V/5z586d6dy5c6bji4RpIWndQDYYDMyZM4devXrRqlUrXF1dqVOnDsWKFQOSh3DDwsLkmplGo5EHDx7w77//Mnv2bMqXL28Sz8rKCp1Oh0qlko/5+fkRGxtL3bp1yZMnD3fu3KFWLctu9yYIgmBpYvP1/6iUItIv348EcHFx4ejRoyb3HlOS5eLFi9m4cSOFChXC1dWVU6dOcePGDaytrenXrx8VKlRgxIgR2NracvbsWSC5/mafPn1o27atvGnCy/U0Ac6dO8eoUaMYNGhQVn9tQRCETMuB1b1EwrQElUpFQEBAmq+9nCxf9s0339C0aVPKlCmDQqGgYcOGNGzY0OSc19W37NixY5rHa9WqJdfpFARByK70Oa+DKRLm+5I3b14xk1UQhP8s0cMUBEEQBDNkxaSfrCYSpgDAxjElLB7TZ+IDi8YLmdHEovEAjs1MveXW24hZ0M6i8QBm/Jh6o/63Fd6/skXjWbp2JcDpG2ssGs8Y+a9F4wFol1l+Ry2FTS6Lxuu11fDmkzJohwViiHqYgiAIgmAGkTAFQRAEwQySGJIVzGU0Gi2y36skSenOxBUEQciuMlocOjsQO3T/P3N2rpckCUmSOH/+fKqlG/Pnz+f06dNpvu/hw4epjrm7uxMREZHquEajAZJL2gQGBqbblrt373Lz5k0aN27M48eP2bdvH0ajkfr16xMSEvLG7yIIgvA+SWY+shPRw/x/AQEB9O3bF0dHR7m0VgqNRkNsbCxGo5FNmzYRExPD1KlTOX78uLxLz5UrV6hZs2aasUePHs33339PtWrVWLhwId26dcPKyirVlngAzZo148CBA9y/f5958+bRq1cvnj59SkhICLa2tgwdOhSlUklYWBihoaE4ODhw9+5dVCoVDx8+xM7Ojvj4eB48eECePHlwdXW1/MUSBEF4S2KWbA5Wvnz5dBf8+/v74+/vz6xZs+Rz79+/z/Pnz3ny5Am2trZER0fz77//cvHiRRITE6lfvz7Pnj3j8OHDKJVKDh06hFKpZNu2bZw6dYpnz57Rrl07EhMTWbBgAUqlksmTJxMREcE333xDu3bt5Mom9evXR61W88svv/Dw4UNKlSrF8uXLsbGx4cmTJ+zYsYO4uDjc3d3JlSsXs2bN4smTJ0ydOtWkYKogCEJ2ISb95HBRUVG0bt0atVoNJG92npIkU6TcexwwYADPnj3jxIkT2NraEhoayrFjxyhZsqQ8NPrixQsePEheWlGzZk3Onj2Lu7s7U6dOpXHjxuzZswdbW1sUCgVGo5E9e/bQsmVL9uzZw71791ixYgXr1q1DqVTy4sULrl27xldffQXAihUr8PX1xdXVlRYtWvDJJ5/w/fff4+fnx+PHj7ly5YpIloIgZFsiYeZwtra2qNVqTp48CSQPpVpZWZmcc+HCBWbNmkVERAS///47kyZNQqvVsmvXLhwcHEz2dg0ODpZLd1WsWJHSpUunmqCTEv/lCUDXr1+nSJEibN26lfDwcCRJQq1WU7x4cVxdXXnw4AH9+/dn9OjR+Pv7U7NmTebMmYO9vT0XL15EkiTy58+fJddIEATBEgxiSDZnM2fWas2aNfnpp59MCo8eOnSIBg0aEBMTw82bN6lUqRIAVapUoUyZMowePRqAEiVK0KRJExwcHAgJCeGbb74hPj4ef39/Hjx4wIEDBwgNDWX9+vW0atWKpUuXkitXLiD5Pupnn33GhAkTKF26NIsWLSIxMZGQkBAKFSrE9OnTuXv3LgcOHMDa2prGjRtb/PoIgiBYiuhh5nBGo5GwsDC5qGhoaOgbK3IHBgYyf/581q1bB8DAgQNZuHAhn376aZr7xe7cuRMnJyeaNGnCzz//LNe4jIuLI1++fLi6uuLn58fly5cpWLAgAwcOBODWrVvcuXMHSC4bNn36dIKDgylRogSenp5ER0fz888/ExQURHR0NCNGjLDkpREEQbCorJwBGx4ejq+vL7dv36ZQoULMmjWLTz75xOQcvV7P7Nmz+fXXX7G2tubbb7+lU6dOr40rlpW8JDExkfz583Pw4EEOHjzIt99+Kw+ppiU0NBQvLy9Gjx5NmTJlKFOmDOPHj8fPzw+jMe3fn5ydneVhWYVCIfcgq1SpQrdu3eT7pwCxsbEEBQURFBTEs2fP5ONWVlZs2LABBwcHBg0aRIUKFZgzZw4FCxbE1dWV4sWLY29vb4ErIgiCkDWMSGY9MmPu3LlUr16dCxcu4Ovri6+vb6qlg5s3byYyMpITJ06wbds2Nm3axF9//fXauKKH+RJ7e3umT58uP+/Rowd6vZ5Dhw7JSU6SJJYvX45Go2HBggXMmDGD2rVry++pU6cOFStWJD4+HicnJ/k9kiSRkJCAnZ2dyX1MrVaLwWBArVZz4sQJoqKi5NceP37Mjh3JuzbGxcXx6aefyq9ZW1szc+ZMpk+fTkREBE5OTsTHx/Po0SNevHjB+vXr8fT0xMXFJWsuliAIwlvIyiHZs2fPcurUKZRKJXXq1KFgwYLcuHGDKlWqyOdERkYyYMAAVCoV+fLlo169ety/f58KFSqkG1ckzJfY2tqarKU0Go00atQIvV7P2LFjgeRNCIKCgjh9+jTnzp1j1apVjBo1CoPBIBeSBjh48KCcMJOSkkhISGDYsGEEBwfLvT8PDw80Gg19+vShZ8+ebN++nZYtW8rvqVevnjxL9+rVqxw6dAhI/ovu3bs3tra2eHh40LFjR/r378/Dhw9Zu3YtCQkJjB49mpo1a4qEKQhCtmRu3zEmJoaYmNRFEpydnXF2dk51PCoqijx58piMDpYuXZrg4GCThDl8+HD5zwkJCfz+++9069bttW0RCfM1bG1t+fPPP02OlSxZkpUrVwJQv3596tevL79mMBjkbv/Lmx/s3bsXgK1bt77289as+V91hjp16lCnTh35ebVq1ahWrRoAuXPnZvv27SbDt8uWLZMTNMCWLVvM+o6CIAjvg7kFpDdu3Iifn1+q497e3gwePFh+PmLECP7880+io6MpVqyYybmv28lNr9czbNgwvvnmGwoXLvzatoiEaUGvLkHJSi8nS8AkWQqCIGR35t6f9PLyol271GXzXu1dzps3T/5znTp10Ol0qFQqAB48eECzZs1St8FoxNfXl08++YQuXbq8sS1i0o8gCILwzpm7l6yzszNFihRJ9UhrODZFnTp12Lhxo7z3d0hICJUrVyYwMJCePXvKo4Hjxo0jb968DB061Kw2ix6mkCwhweIhJQtPHFcUK2HReAAaxS2LxlNkQU8/kjCLx1Q62Vk0XqIx2qLxwPIFn5W5C1k0HgBGyy+OUDg7WjReuOHZm096D7Jy0s+IESPw9fVlxYoVFC5cmDlz5qBQKIiPjycoKEjexW337t3kyZOHw4cPA9CtWzcGDBiQblyRMAVBEIR3LrNLRsyRL18+NmzYkOp4pUqVOHv2LACTJk1i0qRJGYorEqYgCILwzhnedwMyQdzDfM+SkpJe+9rrXk9PQhYMrwqCIFhSVm5ckFVEwnwHXk1gKUWiAcaMGYO/v3+a7/P29mb79u2pjhsMBoKDgzlx4gRTp05l6dKl+Pv7s3PnTgB69+7NuXPnLPgNBEEQLEsUkBbSNGzYMP79919UKhURERF4e3vTsWNHIHk5SMqSkDFjxnDjxg0cHR2xsbEhLCyMTZs2ceTIEZKSkoiJieHnn38md+7czJkzh+DgYDw9PXF3dyc+Pp5Vq1bxySefUKxYMWrVqvU+v7IgCMJric3XhTSp1WrmzJnD+vXradmyJaGhoTRq1EhOoCdPnmTAgAFMnjwZtVrNvXv3uH37tpxUt2/fjoODA40bN0alUqFQKFi8eDHTp0+nTJky5MuXj0GDBmFlZcW3336Ls7MzS5YsMVnUKwiCkJ1Yehb9uyCGZN8BhUKBWq3m8ePHABQuXJgjR44wbtw4NBoNP/74Ix06dMDGxgaFQoGDgwNbt25FkiSMRiObN2/m008/Ra1Wo1AouH79Oq1bt+bQoUOMHz+edevWodVq2b59O7///jszZswgJCTkPX9rQRCE9BnNfGQnoof5jlhZWZkUi7axsWH//v3Url1bfg7QoUMH7OzscHJyolevXiQlJREZGcmECRPQarX06tWLevXqsXLlSry8vBg+fDhubm4cOHDgfX49QRCEDDHkwB6mSJjviEajwc7uf4vFg4ODiYqKonjx4ibnPXnyhIsXL6YZw2g0YjQasba25vbt2zx//pzr169Tt25dVCoVVatWxcXFBRsbG7mmpyAIQnaU3WbAmkMkzHdAq9Xy/PlzcufODYBOp2POnDn07t2bEydOyOclJCSk2iP2ZUqlEqVSiU6nY/78+TRu3BhI3rR97dq1fPfdd9SuXZuSJUvKVU8EQRCyo+w23GoOcQ/zHWjWrBnXr1+nXLlyfPHFFzx9+hRJkkzqaAL89ddflCtX7o3xjh8/TtWqVcmVKxeNGjXCx8eHv//+m1KlSmXVVxAEQbAoycz/ZSciYb4DlSpVwt/fn0qVKjF27FhKlSrF5MmTTc4xGAwsW7YszV35X+Xu7s7gwYMxGo1IkoRer2f58uV06NBBLk69efNmTp48mRVfRxAE4a3lxEk/ImFmsdDQUPr378/EiROpUaMGI0eOxNXVlTx58rBz507OnTuHra0td+/eRaVSmTWUqlarsbe3JyEhgcjISAYNGkSnTp2oWrUqRYoUYdGiRaxdu5YiRYq8g28oCIKQcTmxhynuYWaxjz76iL179+LomFyBoEGDBvJrpUuXZtSoUVSqVAmFQsGKFSvkHqI5Zs6cCUDz5s3l97Vt25a2bdtarP2CIAhZQf+aos7ZlUiY70BKsnxVlSpVTJ5nJFla4n2CIAjvS85LlyJhCoIgCO+BWFYi5Fix++9bPGaklH5F9MzQbP/VovEAwqwLWzTekxnXLRoPIFqytXzMky8sGq+xTVGLxgPQLptt2YBZUOzZduJii8eMH9THovESs+B7W0J2uz9pDjHpRxAEQXjnsnKWbHh4OL169eKLL77Aw8ODu3fvvvb8iIgIeU7I64iEKQiCILxzBoxmPTJj7ty5VK9enQsXLuDr64uvry9SOpOMjEYjI0eOJCws7I1xP7iEmd5FgeS1jjlFRttqMBjQ6XRZ1BpBEATLysoe5tmzZ+nXrx9KpZI6depQsGBBbty4kea5S5cuJTw83Ky4OTZhbtiwgfv37xMbG0vz5s2RJImgoCA6d+5MUlKSfN7t27flBfyLFy9+bbf70aNHGV7s//vvv/Pbb7+99hydTkdiYmKG4tavX5/bt2+n+/rOnTs5c+aM/DwgIEBshycIQo4hSZJZj5iYGIKDg1M9YmJi0owbFRVFnjx55IIWkLyELzg4ONW5586d49SpU/j6+prV5hybMA0GAwcOHMDJyYlq1aoRFxfH4sWL6d69O7a2/5sksW3bNk6dOgWAjY1Nuks8AP7++282bNiQ6rjRaCQuLs7kmEajAeDGjRv8/fffaLVaDAYDEyZM4I8//jA598WLFzRq1Ihff/2V1q1b4+npSc2aNencuTOtWrXi6NGjqT7TwcFBLiwNyUk3Pj5efv706VMiIiLk59bW1nz00UfpfjdBEITsxIhk1mPjxo189dVXqR4bN240iTdixAhq165NnTp10Ov1Jq+lNfIYFhbGDz/8wMKFC02S6+vkuFmyWq2W3r17o1KpUCqV9OmTPKPMx8eHa9euERsby9atW1mzZg3W1tacPXsWSZJo3LgxMTExSJLEnj17SExMpGDBguzevdskfkBAAB4eHvJzo9GIRqMhX758/Pzzz0Bysvb09MTGxobIyEgA9uzZQ506dQgMDOTzzz+X33/+/Hk+/fRTChYsSNOmTWnatCkhISH4+vry008/pfs9FQoFffr0wdo6+a9Ip9PRqFEjxo0b98ZrdOLECe7cuYOPj4+ZV1UQBOHdMne41cvLK80tQ52dTWfhz5s3T/5znTp10Ol0qFQqAB48eECzZs3+99lGIxMmTCAiIoIuXbqg0+lISkpi2rRpjB8/Pt225LiEKUkST58+ZefOneme06FDBwwGA1u3bqVhw4byvq3Lli3DYDAwePBggFT3/LRaLR4eHowdOzbd2Hq9nqSkJPbv34+VlRXLli3DxsaGMmXKsHDhQtasWYMkSSQlJWFra8usWbP4+eefsba25saNG/j6+uLg4MCTJ0/o0KEDkiSxa9euND9r7dq1qcp/vWzRokWsXLkSnU7HihUrSEpKYubMmRw/fpzBgwcjSZLY1EAQhGzJ3GUlzs7OqZLjm9SpU4eNGzfSp08f/vzzT0JCQqhcuTKBgYFMnTqVtWvXsnLlSvn8CxcusHXr1tcmS8iBCdPKyoqOHTty6dIl1q1bJ/8GIUkSWq2Wfv360a9fP1QqFSEhIQwcODDdWCnvTREXF8f+/fv5888/5Z6dJEkkJCTQvn17+vfvT2BgIMOHD8fGxgZra2uUSiWPHj1CrVZTqFAhvv32WzQaDZ06daJr167kz5+fJ0+eYGVlhVKppFq1agwdOlTuYaaU6AJMfiN6WcoG66++NmTIEDw9PTEYDAQGBnL37l1q167N4cOHTYalBUEQshuDlHVbq48YMQJfX19WrFhB4cKFmTNnDgqFgvj4eIKCgtDr9VhZWWU4bo5LmNbW1nh7eyNJEi1atACSJ/ZMmDCBqlWrUqVKFQoWLAjA6NGj+e2332jfvj2Ojo7ykOyBAweIi4vjwIED5MmTR47dunVrPDw8TAo9A8yaNUs+Vq5cOQ4dOgRAUFCQnJwWLlxIrly5CA0NNbmXWLRoUW7dupUqZlqmTJnCmTNncHZ2xtramkGDBgHJa4T69u0rDz+/KuUvvmrVqgwdOtScyygIgvBeZWUlknz58qU5H6VSpUqcPXs21XE3Nzfc3NzeGDfHJUyj0UhSUhL29vbysXHjxvHdd9/Js2VjYmJwdHREqVTy5Zdfcvz4cWxtbU2GZOPj401iaLVaHBwcTD5Lo9EgSRLx8fG4urqavPbXX38xYcIEChcuzI8//oi/vz9btmxBq9Wya9cuuRB09+7dCQsLI1euXG/8bjY2NgwdOhRPT0+T40uWLDH7prQgCEJOkBN3+slxCTMyMpLmzZvj5OSEra0tVlZWPH78mIULF7J48WISEhKIjY3lxIkT5MqVC5VKleYwZ0pyTLnP17ZtW+Li4uSeYFJSEomJiQwdOlSepgzw8OFD5syZw/PnzylZsiRXrlxhypQpuLm5MXv2bIoXL27yeR9//DFnz56ldOnSqdqwa9culMr/TVTOzP1Gg8HAsWPHUhWPPnLkCHXr1n3trGBBEIT3Rewl+w7kzZuXS5cumRzz8PBg/vz5qZKGm5sbOp0OOzs7rK2t0Wq1AOzevVtOrNu2beOzzz7j8OHD6X7munXr5GHWwoUL07lzZ+rVq8f69espXLiwyTDounXruH37NvPnzwfg/v37bN26lQ0bNpCYmIibm5s8xdnOzs5k/Y/BYGDhwoWsW7fO5PMjIiLSvBd75swZ1qxZw2effUbJkiXl7xcXF8fUqVNZuHAhNWrUeO31FARBeB9et8lMdpXjEubLkpKS8PPzIzg4OM0hy5MnT2JnZ2fSi3uZVqt97Y3fvXv3sn//fpRKpTxbVa1WU79+fQDKly/PyJEjOXXqFEqlkvDwcJRKJTNmzACSi0dPnz6duXPnygm3RIkSBAYGEh8fL9+DTREfH5/ukGxsbKz8/N9//2Xv3r00btyY0aNHU7BgQeLi4oiMjKRatWqoVCqaN28ukqUgCNmW6GG+Y7a2tuTOnZvFixdTpEiRVK+/ek/yVSn3GdNTsWJFrK2tadCgQZqJtVatWpw7d47ExEQkScLGxsbkvI8++ijNG8+lSpVKtf4TYPbstKszpCyDSVGoUCG2b99uMrnI0dGR48ePv/b7CIIgZBdZOUs2q+TohAnQu3fvLItdunTpNO89vsqcGbCWJnb1EQQhJ8t5/csPIGEKgiAIOY8YkhVyLPtKlp9Nqwuy7JCLutYnFo0H4Hom7Q2cM6vod8UsGg/gz2kXLR7T9ZuaFo33+6x7Fo0HoLDJZdl4zpb/Gbd0sWcAh6VrLRrvepEGFo1nKSJhCoIgCIIZxCxZQRAEQTBDZotDv08iYb6F9PZ+FQRBEF4vJ/Ywc2w9zKxy6tQpzp07Z3JMkiTu3bvH8+fPTY43adKE4OBgJEmiVatWBAQEWKwdRqMRg8GQ7uuvVlpJ2YBdr9cTFxfH0qVLc+QPpCAI/w3m1sPMTkQP8xUrV65kwIABrF27ljt37vDs2TOCgoIoV64cnp6etG3blr1799KiRQtsbGxwdXXl/v376HQ6ypYtm2bMKVOm8Mcff6BWq4mPj2f+/PlUqVLlte14+vQpTZo0Yd++fZQvXz7V67169SIwMJBixYrx/Plzpk+fzuHDh6lUqRJPnjyhRIkSorSXIAjZVk78hV4kzJc8ffqUuLg46tevz/bt2+nRowdVq1alRYsWbNq0ST5v7dq1tG3bVn5+7NgxXrx4Qfv27YHk3uEPP/xA5cqVgeSqKSlDt7Vq1eL+/ftvTJgppcPKlCmT6rWbN29iNBpNfuDWrFlDgQIFOHbsGCEhIZQqVYoyZcpQqVKlzF4OQRCELJPdeo/mEAnzJWvXrsXJyQlILpnl6uqKWq1OVVvy5a329Ho9hw4d4vjx4zg5OfHVV1+xe/duk03PU3YUunnzJnnz5uXKlSt07NjxtW2Jjo7G0dExzR2Gypcvz/r16+nRowdbtmxh6dKlVKlShbp167J79+431gEVBEF437JTtZLLly9TuHBhuTRkesQ9zP93/vx5/vjjD5NjPj4+eHh48OTJE1q3bk3z5s25deuWyTnbtm2jaNGi7N27F61Wi0ajwcXFJc1Et3XrVnr16kVAQABJSUmvbU9AQAAxMTEEBwenek2tVtOlSxf+/vtvOnToIJcTGzlyJLt27cLf35+RI0cSERGRiSshCIKQ9QyS0axHZoSHh9OrVy+++OILPDw8uHv3brrnRkVFMWLECGJi3rwmWyTM/6fVak0qhwAsXryYffv28emnn7Jv3z4OHTpEhQoVTM7p2LEjo0aN4syZM9y7d4+KFSumGf/WrVucPXuW5s2bU7NmTbZs2fLa9vz66694eHhw5MiRNF/v168fPXr0YPfu3Zw+fZoaNWrQrVs36tSpQ7Vq1ejRo4co7SUIQrZllCSzHpkxd+5cqlevzoULF/D19cXX1zfde6ZTp06lXbt2lCtX7o1xRcL8f/Xr16dq1aomxx48eMCBAwcoVaoUAQEBKJVKgoODiYiI4LvvvuPff/9FrVZTunRpYmJiWLBgAS1btkwVOyEhgfHjx+Pr64udnR29e/dm1apV3L9/P8223L59m0ePHvH999+zZcuWVL/5hIeHs3DhQnbu3En37t1xd3dn586d5MqVC1tbW9RqNa6uriQmJlruAgmCIFiQZOb/MuPs2bP069cPpVJJnTp1KFiwIDdu3Eh1nr+/P3fv3jX7FpZImGmIjY0lLCyM1atXU758eRo2bMj+/fsxGAwolUr69u3L5MmTKVSokPyeatWqcenSpVS/pURGRvLtt99Su3ZtPDw8gOSanj4+PvTs2ZPTp0+bnB8TE8Po0aMZPnw4efLkwd3dnZEjR8q1LgE0Gg2dO3emRo0a/PTTT3Tp0oWYmBg2b97MuXPnuH79Oj/99BN37tzJuoskCILwFsztYabcmnr1kd4QalRUFHny5DEp+Vi6dOlUt7fi4uKYPHky4eHhtGjRggMHDryxzSJhviRlbaNOp6NcuXJs27aNMmXK0LBhQ86dO8eCBQs4fvw4PXv2pECBAvLaxxEjRhAQEMD06dPp3r07Y8aM4dmzZ9y8eZOWLVvyySefpBru7dKlCx06dODbb7/l999/B+D58+f06tWLqlWr0rRpUwBGjhyJwWCgS5cu3L59G0guYu3u7s65c+f4+uuv2bx5M3ny5GH8+PE0adKE2rVrM3bsWGrXrv0Or54gCIL5zO1hbty4ka+++irVY+PGjSbxRowYQe3atalTpw56vd70s9IYjt27dy8VKlTg1KlTrF+/niVLlvD06dPXtlnMkn1Jym8shw4d4tatW/Tq1QuDwUB8fDwDBgxg3LhxLF26VD4/ISGB6Oho3Nzc6NChA0qlks8++4yffvqJ/PnzU6BAAZYsWcLnn3+e5ucNGzaMBg0aULVqVYKCgujSpQtt2rRhzJgx8jlqtZoVK1Ywa9Ysunbtyp49eyhZsiQ6nQ5PT0++//57jh8/Li9biY+PJy4uLguvkiAIwtsz9/6kl5cX7dq1S3Xc2dnZ5Pm8efPkP9epU8dkJ7YHDx7QrFkzk/ODgoLw9PTE0dERR0dH6tSpw507dyhatGi6bVFIOXH1aBZLuSQpC/+NRiNKpRKtVvvGotNvIygoiJIlS6b7emhoaJbVwYz1aWXxmN/stWy8bb6WrwSye6Zlq5V4jnp90fLMqJgF1UpuT7JstZLGWVCt5NduuSwaLyuqlehuvr5HkhmWrlbilAXVSpKSnrx1jI/zVDbrvIcRqe89vsno0aMpXbo0ffr04c8//2T69OkcOHCAoKAgpk6dytq1azlw4AD+/v7Mnz+f6OhoevTowcqVKylevHi6cUUPMw2v7pCTsu4yK5Ml8NpkCaJotCAIH46s3LhgxIgR+Pr6smLFCgoXLsycOXNQKBTEx8cTFBSEXq/Hw8ODe/fu8dVXX2FnZ8fQoUNfmyxB9DCF/9eheBuLx1z9uWV7bx5/pl7b+rZW2tu8+aQMGKGxaDgAdv3oZvGYPUZdtWi8+fktfxtgeJhle4ThhgSLxgNINOrefFIGXY8Msmi82ODTFo0HoMr7+l/uzVEs92dmnfck8tabT3pHRA9TEARBeOfE1niCIAiCYIacOLgpEqYgCILwzmV227v3SSTMlxgMBpM9YF99LgiCIFhGTuxhZpuNC/R6PZIkYTAYiI6OJiAggOPHjzN//ny6detGbGwskLypQHoXWpIkkx1xAH7++WeT0lzffPMNZ86cSfP9HTt2lLer0+l0tGjRIlXR6De5cOECy5YtS3X88uXLREZGAvDs2TMuX76cZvvT2s7OYDCk2qzdz88vza2eBEEQcgJRQPotrF+/np9//pn8+fPj5ORErly5+Oijj/j444/58ssv5V149u7dy6JFi0y2pUsRERGBh4cHPj4+8rGjR4/SuXNnAC5evEhERAQ7d+6kfv36qd7v4OCAnZ0dAMePHycqKorhw4cjSRKlSpXihx9+eO13MBqNzJs3j3Xr1snHUnqpwcHBhIeH06xZM1avXk3FihX5/PPPTXqxL168oGnTpqhUKlQqFUqlEp1Oh16vp2nTpkyaNEmO26NHD/r378+WLVtEoWhBEHKcnNjDzDYJ09bWFltbW2xsbNBqtYSFhREWFsbNmzfRaDRUrlyZ8ePHY2trS+nSpXF3d08VIzAwkDx58sjPnz59yoMHD2jSpAl6vZ45c+YwdepUzp49i5+fH97e3vL7fH19efLkCQMHDsTLy4tffvmFJk2aMG3aNJNi0K9z8uRJSpcubVIlZNWqVRw7dgw7OztUKhUTJ06kdOnSBAQEsHnzZj755BOmT58OQK5cubhw4YJZ18vZ2ZmiRYty5swZGjRoYNZ7BEEQsovMViJ5n7JNwlQoFPTv3x9PT89Ur12/fl3utSmVSipUqMDu3btRq9Xy1kcqlYrExEQuX75M165dgeStklxcXFAqlYwfP566detSo0YNqlSpQs+ePblw4QI+Pj5UrVqVLVu20KZNGxYtWsTJkyepV68e165dY8WKFfz9999MmDDhjd/hzJkzqSqe9OrVS64gYm1tTWBgIB4eHuj1erRaLT169ACSC0a3bNlS/k4KhQKFQoHRmHxjPCkpiebNm5tsm/fll19y8uRJkTAFQchxRA/zLRgMBlavXs2ePXvk59HR0bi4uKDX6+X9WFOGMDdv3kxCQgLDhw9n4sSJPH/+nIcPH8oVQfbu3ctff/2FUqlk1KhRODg48M8///Dvv/8SHBxM3rx5KVKkCHq9Hmtra65du8ajR4/48ccfGTFiBEWLFmX16tUsWLAAX19fuVLJ6zx58iTNnm/58uXlhKlWqylfvrycMFO23XNxceHUqVOo1WpWrVpFTEwMHTt25Ntvv+Xo0aMYjcZUGwoXKFDArB32BUEQshsxS/YtJCQk0LVrV5ydnbG1tSU8PJzFixczfPhwjEYjOp2Ou3fvotPpsLe3548//mDWrFlUq1aNHTt2EBYWxtGjR3n48CHjxo2jcePGlCpVCl9fXyZOnIiLiwuNGzfGxcWFkJAQNBoNo0aNkj9/9erVlC1blubNm7N161auX79OrVq1OHHiBH5+fri5uTFt2jRatGjx2u9hbf2/S5qUlETnzp2xtbWV70nmy5ePhQsXotfr0el0aDQaVq9eTd68eeWt9+Lj43FwMN2TVKlUptqa79UEKgiCkFOIIdm38OzZM4oXL45erycmJoYlS5YwZcoUdDodRqMRjUaD9P+10fLkyYOTkxNjxoyR/3/79u1MmzaNmzdvAskTeAoXLgyAi4uLHMPBwSFVT/Ho0aO4urqi1WqpWrWq3Nv7448/OH/+PBqNhvbt21OvXr3XfodixYoRGhoqP7e1tWX79u3yEGtoaCg9evRg69atKBQKJElCp9OlSoR3796lY8eOb7xmYWFhFCtm+Q3JBUEQslpmi0O/T9kmYd69e5ehQ4eSO3duLl++jNFoZM2aNUDy5J2RI0dSoUIFtm7dSuvWrTl16hS//fYb9vb2hIeH4+PjQ2xsLA0bNqRmzdSVGG7dukWRIkXS/OzKlSvz6aefyvcp69Wrh9FoZOfOnQDs27ePJ0+emEzmSUvDhg05evSoyX3Y7777jujoaGxtbYmKiuLJkye0adMGFxcXEhISTCb9QPJM36tXr7JgwQLCw8NN4u/du5evvvoKJycnAK5du0bjxo3fdGkFQRCyHdHDzKQHDx6g0+nInTs34eHhzJo1i2nTpsnJoEuXLpQpUwadTsf58+cZPnw45cuXx9fXF61WS6tWrfjll1+QJIm4uDg0Go082xaSh0anTZsmTwbS6/XyZBqAggULysdfvhGdkvhevHhB27Zt3/g9GjZsyKpVq4iOjiZXrlwA8mSlp0+fMmTIEJYsWcKyZcsYMGAAtWrVMlkSkpCQwJAhQ+jVqxcODg5ERkai1WoxGAxEREQwY8YMKlSogJOTE3FxcQQGBjJt2rRMXnVBEIT3R0z6yaTnz5/Tu3dvoqKiGDRoEF5eXjRu3JiAgAAGDBjAxx9/zCeffMLNmzepWrUqv/32GytWrMDe3h61Wk2+fPno2rUrWq2WhIQE+vTpg6enp7zZwfz58/n444/lpBcbG5tmkeWEhAR54wCtVsvu3buB5B7mvXtvrvenUCgYPXo0mzZtkteC+vn5cf78eSRJYuzYsXz++eeULFmS6dOnM3LkSEqXLs2mTZuIioqic+fOVKlShQEDBgDJ5bwKFy5MrVq1UKlUtG/fnrJlywKwceNGhg8f/saJSIIgCNlRThySzXHlvZKSkrC1tTXr3JR7hCqVCkmSMpRcLFWs+ebNm7i6uqZZxTshIYHw8HD5PuTNmzepVKnSW39mZojyXpYhyntZjijvZRnZtbyXSl3YrPN02n/e+rMsJVv0MDPC3GQJyT2+lAk1Gd0Nx1LFml+XAO3t7U0m7byvZCkIgvCu5aie2v/LcT1MQRAEQXgfxA0wQRAEQTCDSJiCIAiCYAaRMAVBEATBDCJhCoIgCIIZRMIUBEEQBDOIhCkIgiAIZhAJUxAEQRDMIBKmIAiCIJhBJExBEARBMINImIIgCIJgBpEwBUEQBMEMImEKGXbjxo0siZuQkMDly5ezVUy9Xs+mTZss2KKcKTPX8dq1a1nSlujo6HTbEhsbS0BAgEU/7/Tp0zx48MBi8TL7M3n79m0AuU7uixcvOH/+vMXaJbyZSJhCuurXr8+tW7fk/1AnTJjA48ePGTlypEkB7sxYsmQJe/fuNTl29uxZhgwZwtSpU99rTIPBwHfffQeAtbU1a9asyVR7cipLXceRI0cSFhbG06dP+ffff9FoNIwfP54JEyYwYcIEtm/fnqn2RUREMH78eBYtWsSWLVu4ePEiSUlJAOzatYspU6ZkKF5K0vHz85Pb5ufnJ7/+zz//0L9//0y11RLXctmyZezZs0cuRj9r1iwCAgKIjY3lzJkzmWqXkDkiYQrpcnR0xGg0MmfOHLZs2cKLFy8oWrQojo6Ob124ukKFCixZsgStVisfa9asGb/++iuHDx9+rzGtrKxMehQGg4FFixbJj8WLF3Pu3LlMtTEnsNR1dHV15ebNm3z//fd069aNJ0+ecOPGDZo2bYq7u7tJUjJXaGgoSqWSYsWKUa1aNaytrTl27Bhff/01Pj4+bNy4kZkzZ5odLzExkUWLFjF69GiOHj1Kx44dad++PYcOHeLw4cMcPnwYV1dXVCpVhtsKlrmWPXr04OHDhzx48IAVK1YQGBjI/v372bp1K7dv32b58uX8+OOPmWqfkDEiYQrpcnR0pHLlynTu3JlmzZrx2WefcfLkSWxs3r7o8ldffUXjxo1ZuXJlqs/U6TJXlNeSMV+uu2ptbY2Tk5P8iI2NZezYsZlqY05gqetoa2uLXq+nf//+NGrUCLVaTe7cuYmKiuL8+fPMnj07w23r1KkTgwYNIi4ujhIlSgDJw+YuLi4AODs74+DgYHY8Ozs7tm7dSo8ePYiJiaFSpUpUqVKFpKQkgoKC5MeAAQMy3FawzLW0s7OjaNGiFChQgI8++gg7Ozvy5s1L3rx5sbe3J1++fOTLly9T7RMyJscVkBbejZiYGCRJ4v79+2zatIn4+Hj27dvHxo0bsbKyylRMvV5Py5Yt5eLcSUlJ/PXXX1y6dEk+R6vVkjt37vcaM+U9KRwcHOjdu7f8PCwsjIsXL2YoXnZn6etoMBgwGAycPHmS8PBwqlWrhlKpRKlU8uDBA4oUKULNmjUz3M5Tp07x8OFDTp48ycCBA3FwcGDUqFEULlyYjz76iDNnzjB+/HiWL19udsxdu3Zx6dIlChUqJB+Ljo7mjz/+oHTp0nTo0IHKlSubHc/S1/LRo0fcunWLjz76iHbt2nHu3Dlq1qyJi4sLwcHBdOjQwey2CW9HFJAW0uTp6UlkZCQTJ07k77//5ubNm5QpU4Z9+/YRFRWFk5MTcXFxXL9+3eyYRqORgIAArK3T/z1NkiQKFy5sdi8hK2IaDAa8vLzYvHkzAHXr1uW3334z+cy3HZLObix9HTt06EBoaChTp07l+PHjFClShGPHjhEcHEzRokWpX78+Q4YMyXA7Dxw4gLW1NRs3bmTSpEmsWrWK6dOn07p1a+bMmcOJEye4ffs2y5Ytw9HR0ayY/v7+lCxZklGjRsm9PpVKxbp16wgICGD58uV06dKFxo0bmxXP0tfSaDRy4cIF1q1bR8+ePVGr1XzxxRfs2rWLmJgY8uTJg4uLC/Xr1zerfcJbkAQhDTqdTvrmm2+k9evXS+3atZNWrVolNWnSRLpy5YrUqVMnSZIkKSEh4a0+46uvvpKMRqP8/MiRI9Lo0aOzVczY2Fjpp59+eqs25URvex1DQ0MlLy8v6YcffpBGjhwpTZs2Tbp7967UvXt3KSwsTJowYUKm2vXkyRPp6NGjUp8+faTdu3dLz549kyRJktq1ayeNHz9eatiwoZSUlJShmMuWLZNCQkIkg8EgrV69WoqIiJDi4uKkRYsWSZIkSRqNRurXr1+m2itJlvmZbNiwodSoUSNpyZIlUsOGDSVJkiR3d3dp7dq1UsOGDaXjx49nun2C+cSQrJAma2tr9Ho9PXv2pECBAri6uqJWq7G3t0ev1wPJ91be9jMUCoX8vEmTJixZsoTQ0FB5OOt9xNy7dy86nY62bdvSuXNnvL29SUxMTHVeRr9/WFgYGzZs4OTJkwQHBwNQrFgxGjRoQPfu3SlYsGCG4gGcOXOGkydP8vTpUzlew4YN37q38bbXMX/+/BgMBpo1a4adnR3bt29HrVZjbW2No6Njhu4zvqx37944Ojry+PFjHj16xIULF3j27BkODg60bNmSu3fvsnPnTrp27Wp2zIiICPz9/Slbtiw7duygaNGi8sjJpUuXkCQJT0/PTLUXLPMzmT9/fgC8vb05ffo0AAULFqR37978+uuvuLu7Z6ptWfXz86ESCVNIV8qQ69atWxk9ejQHDx7Ew8NDnsKfGWfPniUyMhJJkkhKSko15b5MmTKsW7eOMWPGvLeYxYoVY9y4cYSFhTF79mxGjx7NsGHDKFq0KAqFAoPBQHx8fIbWwK1du5Zz587RvHlzvvnmGwoUKIBer+f58+dcvXqViRMnUrVqVQYOHGhWvJs3bzJz5kyKFSuGm5sbTZs2RafT8fz5c44dO8by5csZMWIEX3zxhdlttPR11Gg0/Pvvv8yfPx+9Xk/hwoV5+vQpmzdvxtXVldWrV9OvXz+z2wcwf/587t27x6FDh1Cr1bi7u+Pi4sKwYcOYPHkyM2fOZM6cORlKmLVq1WLp0qVUr16duLg45s2bx/Pnz2nSpAn+/v4YDAYSEhJo1qyZ2TEtfS2fPHkCQOfOnXn48CELFy4kKCiIESNG8PjxY3788Ud8fX3Nbl9W/Pz8F4iEKaTL1taWXLlyMXfuXPLmzUuXLl0ICAggISEh0/fxnj9/zpMnT1AoFLRt25ZHjx6ZvF6iRAn27t1L3759zZ75Z+mY1apVY8eOHQwePJhy5cqxfft2hg4dSvHixTM9O7ZixYr06dPH5Ji1tTVFixalaNGieHh4ZGgx+9mzZ1m1ahVOTk6pXuvQoQNxcXFs2rQpQ//gWfo6RkVF0bZtW9q2bQvA1atX+fnnnylQoACSJJlMrDKXSqUif/78aDQaFi1aRLt27Vi8eDFFihRh06ZNWFlZkZSUhF6vf+09xJeVK1eOwoULM3bsWP78809WrlzJ06dPWbBgAXny5GHo0KEZHk2w5LXU6/WULFkSgHXr1tG5c2fKly+Pg4MDn332GcOGDcvwLPCs+Pn5LxCTfoQMe/jwIR9//HGWxX/27FmmhictHTMxMRFbW1sUCgVarZbHjx9TpkwZi7Yrp8nIdTx69GiqXpmlJ0wFBgZSqlQpk7iRkZEZmhVtNBrR6/Wo1Wpu3LhBuXLl5CUxx48fp3HjxmYn34zI6M/krVu3+OSTT+S2REREoNFoTGb3CllLJEwhUy5fvsznn3/+vpuRZXQ6HZIkoVarLRo3ISGBPXv28PDhQ/leMMDkyZMt+jnvm8Fg4MGDB5QrVy7N1/V6PYcOHcLDwyNT8R8+fIiDg4N8b+9tvXw/8dixY7i7u+eomdCPHj2S16W+rbi4OEJCQihdurRF4n1IRMIU0mQ0GpkyZQpqtZo8efKQO3du8uTJw6VLlxg5ciRdu3Zl69atmYqdkJDAokWLMnSf8l3HbNSoEUajkU2bNvHbb7/RtWtXPD092b1791vF/e6778idOzd16tQxWc/atGnTDMWRJIkuXbq89pxSpUoxffr0DMW11HXU6XQ0btyY06dPM3jwYBISEoDk9YcbN25EqVTi4eHBvn37Mhx7wYIFFChQgGXLlnHw4EGWLFlCfHy8/LqDgwPjx4/PUMzGjRtz+PBhVCoVnTt3zvTP9suy4uc8LXfu3KFbt24cO3YsUxsYzJ49m+HDh8u7Ge3du5eZM2fSsWNHRo4caenm5mjiHqaQJqVSyZUrV5gwYQLz58+nXbt2QPLG61ZWVm+1249arebkyZOMGTMGvV7PTz/9ZNKTi42NlfdyfV8xnZ2dWbBgAZs2beLSpUt07do10xs2vOzGjRv88ccfb917USgUREZGsn79+jRf1+l0eHh4MGHCBJNdi97EUtdRpVLJ73v27BmLFy/GaDQycOBA+btn9mdIo9HQpUsXzp8/z+PHj7l16xatW7fm2bNn/PbbbxneSxbAycmJ48ePU7FiRYuNKmTFz/mrdDodkyZNon379hlKlhqNhjlz5jBhwgSOHDnC999/L7/Wtm1batWqRYcOHUTCfEXOGXMQ3jlnZ2fKli2LSqVCp9NhbW0t/wdvbW2d6Q3Yra2t5fsw1tbWrF69mqioKKKioli2bJnJUOX7imltbc3du3dJTEwkOjqafv368eTJE/r160e/fv2YOHFihtsIULVqVW7dupWp977KxsaGwoULc/z4cfbs2SM/du3aRYkSJTh69GiGkiVY9jqmLKWwtramUKFCFClSBHt7+1SvZ9RHH32EVqvFxcUFjUaDWq2mUqVKlC5dGicnJ6pUqZLhmLa2tsTHxzN48GAePnyYqXa9Kit+zl8WFxeHt7c3Li4uGe7FqlQqfv31VyDtX1zy5s2bqUlZHzrRwxTS9fjxY3x9fdHr9axbtw47OzsMBgOtW7dGp9PRvHlz+T+6jHr5H8s8efLg7e0NwK+//ir/+X3FDAgIICYmhgcPHvD1118TEBDAkCFDGDVqFJ07dyZv3rz4+PgQFBQkz14015gxY/j666/59NNPyZs3r9zmjGwYniLlbsrBgwfp2rUrK1eu5Ntvv2X58uX4+PhkeuKUpa5jdHQ0fn5+PHv2TN5o/eU/Z3Z5UtGiRXn69CmSJKFQKDKdeCG5p7V9+3bCw8PljdczsiTlTSx1Lf/++2/KlCmDQqHg33//5fDhw2zZsgV3d3dGjhyZ4dEPpVJpMpGpRYsWJq9rNBrKli2boZj/BSJhCukqWbIkq1evpk+fPpw8edIiMf/66y+cnJzQ6/XyP3rZLeaECROIiYnB29sbpVKJjY0NFStWxNHRkaVLl7Jp0ybmzZtH8eLFMxx70qRJNGnShAYNGrz1zMuU+3Y2Nja0a9eOnTt30q5du0zff7PkddRoNJQrV46SJUvKw32xsbEMGTJEnoGa1mYQbxIUFMT69euRJImHDx/St29fuccWExPD48ePGTNmTIZ+ATl79qyccJRK5VtvyAGWvZZGo5E2bdpgZWWFo6MjMTExeHh4sGPHjgzvkfyylHuWSqWSlStXmrRRoVBkevOQD5lImEK67t+/T48ePYiPj8fd3R0nJycUCgV2dnaULVuWTp06Ub58ebPjGY1Gvv32WxwcHLCyspJrDL5N4siKmNu2bePrr79m6NChLF68WD5uY2NDx44dmTFjBjNmzMhU7Dt37rB27dq36hWlSKnTqdFo2Lt3L+Hh4ezdu5eoqKgMx7L0dbSxsZEn+EiSxPbt25k3bx6ff/459evXZ86cOcybNy/DcfPly8eIESO4efMmNWrUwN7eHm9vb/LmzSufk5Geq42NDatXr6Z79+7s3LmTrVu34uzsnOF2vczS11KhUHDs2DGsra2Jjo7m3r17HDt2jG+++YaRI0dmepcfg8Egt3fHjh04ODhQqlQpateubZFfGj5EImEK6SpevDhLly5lwIABfP311+TJk4dNmzbxww8/MH36dKZPn87atWvNniShVCpNNjFP0bp160y3MStiKhQKlEqlfH/QaDSydu1a4uPj6dixIwcPHuTvv//O1JDV559/zu+//07dunUz3T6A8PBwfvzxR7y9vfHw8ODZs2e0bduWZ8+e0aZNmwzHy4rrKEkS27Zto127dvTo0YOnT59y5swZ1q5dy7///kuJEiX47LPPMhTTycmJcuXKMWXKFHr27MnVq1c5dOiQyS82maHVaqlYsSLz589nwoQJbxXL0tdSoVBQrFgxAAoVKkSFChXw9PTk9u3bjBkzht9++40ffvghw3Ff3uzAycmJ+Ph4duzYwdixY+ndu/dbT0j6EImEKaQrMjKSEydOoNPp5KRoNBopUqQINjY2rFq1yiJr1WJiYti7dy+SJMl/Ttkd5n3FNBgMfPfdd3h7exMTE4ODgwN///03Wq0WLy8v1q9fn6n7jjqdjgEDBvD555+TO3duuaeZ0d7WX3/9RY0aNdBoNFSrVi3V63fu3AHg008/zXAbX/Y21zEhIYGbN2+i1WpZsWIF169fl/eQffDgATdu3ODrr7/OUHu0Wi2tW7cmMjKSFi1aIEkSoaGhfPXVV6jVaqKiomjVqlWGl5XExcXJoyXx8fG4ublhY2NDuXLlaNeuXap7fJlh6Z/zihUr8vPPP9O7d29mzZrF6NGjzX5vUlKSnDB1Op3JFoUREREMHTqUx48fZ+pn/EMmEqaQJqPRSIcOHYiIiKBjx45yr6tq1aqoVCoePHhgkWSp1+upX78+d+7cQaFQ4O7uzoULF97qHxJLxWzZsiW//PILhw8fpnPnzvIkmrp168obYGdU37596du3b6be+7J69epRr149Jk2axD///JPqdaPRSHx8PNu2bcv0Z7ztdXRzc+Pw4cPy0OnJkyfRaDRA8i8kN2/ezHCbUpZqeHh4sHfvXhQKBQsXLiRfvnx07dqVY8eOsWPHjgzHrVSpElqtFrVazc6dO4HknZ7u3LnD8uXL2b9/PytWrMhw3BRZ8XMOyTPZly9fTqtWrejcubPZmxfY2trKE/a0Wq3JVoJ58uRh5cqVtGvXjtu3b1OxYsW3auOHRGxcIGSKn58fX3/9tcV2WvkviYiIkCdRNWrUiDx58rznFr0fp0+fpkGDBpl677Vr16hcuTJKpZLAwEDi4uKoXLnyW229t2XLFtq3b5/qFoPRaOTu3btv3VvPSm+zXeWLFy9wcXFJdTwqKgpXV9e3bdoHRfQwhTRJkkTXrl1xcnIid+7cuLq6Uq1aNdzd3QkODubatWv8/vvvFtkR5WUhISEYDAYKFy5skXhRUVEEBQVRvXp1i8QDOHfuHE5OThm+/wZw7949Bg8eTKtWrTAajXTq1Ak/P78MTZ56l6Kjo3F2ds50Erp8+TJ6vR5bW1tsbW2xsbHB1tYWOzu7TCdLSP75TGlTqVKl5ONarZbt27fTo0cPs2OdOHECZ2dnli1bRqlSpdKckJWZTRaOHTtGkyZNMvy+jDp37hy1atXK9PtTkuWre/CKZJma6GEK6WratCljx44lPj6e0NBQli1bxp49eyhSpAiJiYk0aNCACxcuZCimVqtlwoQJ2NjYoFQqMRqN6HQ6Zs6cyaVLl/D19WXIkCHyzkIZMXfuXCIiIrCxscHOzo5atWqh0WiYNWsW7u7uGbrH06pVK3bu3ElYWBj79+83WTN3/PhxZsyYwalTpzLcRi8vLwYNGkSNGjUAOH/+PEuXLmXz5s0ZirNixQp69OhhshHAy2JiYti0aVOG17S2b9+e0NBQDhw4gKurKwsWLMDT0xOlUsl3331Hnz59MlQbslevXjg6OqLRaEhKSkKr1ZKUlERYWBj58uXL1NZ4APXr1+f06dMoFAqaNGnCzp07cXZ2RqfT4e7uzpkzZ8yKo9FoGDNmDE5OThw+fBitVkvt2rUpVKiQyTKL8+fPM2rUqAwl+datW3PgwAE6dOhATEyMfFypVDJq1CgaNWpkdqz0nDlzhu+++46tW7dSuXLlDL3XaDQyadIkpkyZgsFg4Ouvv2b79u388MMPTJ06FS8vL6ZNm0bRokXfup0fCtHDFNJlb29vUkj20aNH8j2ozE47V6vV3Lp1S56JKEkSkydP5tGjR8ycOZN169ZleDOAl9urVqv58ssv0Wg0/Pjjj+zbt4/KlStnOHGo1WpCQ0Pp3r07PXr0YP78+QQHB6NQKDAajfLeqBkVGBgoJ0uAmjVrZqiOYYpq1arRq1cvypQpQ9WqVcmfPz/W1taEhoZy/vx5njx5kqk9TLVaLb///jtnz56lXr165M2bl/DwcMqXL8/QoUMZN25chhJmgQIF5IkjkiQxd+5chgwZAiTXobx//36GKsBERkbKvVWNRoPRaMTe3h6VSkViYmKGN8y3sbFh/vz5APz555+MHz+e/fv38+jRI/r06UPNmjUB2LVrV4bXPKaUzkpZFpJi9+7d8n9HbyMwMJBx48bx7bffZjhZQnLi/uuvv9i4cSPlypXDxsYGa2tr/vrrLyB5WVlm9qb9kImEKaQrPj7e5Df1Ro0aERwcTHBwMLGxsen2bt7E2dlZ/ocIkhNdiRIlWLt2baaGgTZt2kTevHmxtrbm4sWLcpWFjh07ysNVL2/O/SaSJGE0GtFoNHTt2hWj0UjHjh3lnWWATG+NlytXLp4/fy7/QxQSEpKpf5Rq1KjB1q1bOXHiBGfPnpULDBcrVoxmzZrRsGHDTLXPysqKmJgYxo8fz9mzZ8mdOzehoaFUr16dxo0bM2/ePLPuE0ZHRxMXFyc///PPP7l16xaxsbEcPXqUNm3a4OXllaH7t5Ik0aFDB1QqFf/++y8eHh7yLNmUyTMvD9VmlF6vx83Njbp16/LPP/8we/ZstmzZwuTJk2nfvn2G4z169IgePXrI///y94DkouIpE4wyQqvV8ssvv7Bq1Sp8fHzo3LlzhmNcvnyZ4OBg7OzssLGxwcbGRv5Fw97envPnz1OhQoUMb634oRMJU0hX9erVOXr0aLqv+/j4ZCpuTEwMly5dApL/8UhISODRo0f4+vqydOnSDE0kMhgMREREkJCQgCRJPH36lL/++gsHBwckSeL58+coFAp5kbY58Ro3bkxUVBTBwcHUr1+fbdu2sWnTJm7evIlCoZATamZmY3bp0oUhQ4YwZswYJEli5syZdO3aVd6/NCMTN1JmW2Z24fqrjEYjBoMBZ2dn6tSpQ2BgIC4uLjx48MDkHHMS0oMHD+jfvz/58uXj+fPnrFixgt69e/PFF18wffp02rRpw+DBgzPUPoVCwcmTJ4mIiKBv377s2bMHIFUVmYxWftFqtRw4cABPT08OHz4s7/pTv359nj59yrlz53B1daV27doZiluoUCF+/PFHBgwYwI8//mjymiRJGfol7ubNm9y/f5/Lly8TEBBArVq1OHDgQKYnjBUpUoQjR44A/9vzNmWW7IsXL5g7d26mNpb40Il7mEKaLly4QFJSksmQLLx9AWCNRsOoUaNwcHBApVLJyx/mz5/P6dOnWbhwId9//71JD9Tc9sbGxrJ7924+/vhjk7WJ0dHRbNiwgQMHDpgVKzIykv79++Pk5EShQoUIDw9nypQpWFlZyb1qjUaTqd5w9+7d031NoVCwadOmDMe0hJs3b9K3b19iY2O5e/cu/v7+bN++HVtbW/7991+qVKlCYmIix48f5+LFi2bFjI+P58CBA/z000906tRJ7mU1bdqUNWvWZPre2KJFi9i2bRuNGzemT58+9OvXj127dvF/7d13XFNnFwfw301CEpYorlYtpWLVSpG+uOqqe1YFW60LF9RBRX2VqoiCAxe4ClJQqxVBlCrSKCJacWC17okKqCiKylBAZnae9w8+ua+po7kISarP9/PxU5LA47lVc3KfcY6VlRWAyiM3J0+e5DRm9+7dMX78+Jeeb9u2Lfz8/PDjjz++9G/hn2jXMPv16/fSWdkOHTpwOlLSs2dPyGQy1K1bF56enhgwYMBbdQx6MQ6hUAihUIj69euzHxRDQ0PRq1evtx7/XUPvMKlXkkqlWLFiBW7fvo0rV64gPT0dGo0G5ubmkMvlUCgUGD58OLsepa87d+6gdevW8PT0xO+//w47OzswDIOpU6ciIiICjo6OSExM5JwwS0tLce3aNdjb2yM2NlZnjZVhGE7reba2tlCpVNi0aROWLFmCrKws/P7779i3bx9UKhWcnZ05H4zXio6OrtLP1TQHBwfs3LmTbefUsmVL9gD/o0eP4OjoCIZhOE1NWlpaYuTIkVCr1Wy5vrKyMkycOPGtNpLMnDkT3bt3Z5Piiw0ApFJplXZY161bF+np6Xjw4AH4fD7Mzc1ha2sLQggWLVpUpWbp2hmY1atXg8/n62wi0q5v6svKygrHjh1DamoqYmNjsW7dOsydOxeDBg3iHBdQuXv8/Pnz+Oyzz/D111+jRYsWWL9+PUJCQjBx4kSEh4ezO+Op/6MJk3qlLl26oFmzZtiyZQumT5+OESNGYO3atQgICEDbtm3x9OlT9OzZExMnTuRUe9Pc3BwSiQQffvghTp06hUaNGiErKwsdO3Zkp4i01WC40E5Nbty4ERMmTICHhwdEIhF8fHywfv16zrVbu3XrBkIIli5dijVr1mDq1KlsqbCUlBRMmjQJsbGxnLtEaDQabNiwAfv27QPDMBgyZAi8vb2rpdfm27C0tGTXfgGw66rffPMNTpw4UaVdy3fu3IFYLMb27duxdetWtgj5tm3bMGDAgFee/dPH1atXceDAAXTq1AkikQh5eXk6r1elzq9SqcTEiRNhZmYGgUAAuVyOp0+f4sqVK1ixYgUWLVrEaWONTCbDokWLsGnTJvD5fAgEAojFYtSuXRuffvop5zVR7SYhJycnODk5sRvnMjIy4OPjw2ksoLKIvVQqhUqlYn9pNBo0bNgQderUQVBQEHx9fTnv3n7X0YRJvdK9e/fg7OyMBQsWYOzYsdi9ezc2bNiAiRMnws/PD71790ZQUBDnTQEODg4Qi8VITU1FYWEhsrOzkZaWBj6fj2bNmkGtVnPuYqFUKhEaGgqRSITY2FiMHDkSv/76K4DKEnEJCQmc6qvm5eUhKSkJnp6euHr1Kpo3b478/HysXLkS3bp1Q8eOHREYGFilJBceHo5Hjx7h4MGDIIRg4cKFCAsL43ynXlO05dKKi4vRr18/1KpVCzk5OZzH0Wg08PHxgVAoxNOnTzFnzhz2DkulUrEtybjKysrCqlWrwOPxkJaWxj6vHZsQArlcrrOm+U+kUikaNWqE8PBw9oMVIQQqlQr9+/fHmjVrMGXKFEgkEr0/zAkEAiQkJEAoFIJhGGRnZyM1NRX29vZIT0/HhAkTsHbtWr3P33bp0gVKpZLtMOLk5ISdO3diypQpCAoK0mkArY82bdqgTZs2iIqKglwuZ2eNgMpk36RJEwDA48ePq+1M9DuBUNQ/KCgoYL++du0aSU9Pf6vxgoODyZkzZ0h4eDg5fvw4yc7OJuPGjSP+/v5ELpdzHq+wsJBIJBKSlJREevToQZKSksihQ4fIoUOHSFBQEOnWrRspLS3Ve7yEhASye/duQgghY8aMIUlJSaS0tJScPHmSrFy5knTp0oUsWLCAc5yEENKrVy9SXl7OPi4tLSU9evSo0lg1YejQoaRz584kPj6efc7JyYnIZLIqj9mzZ0+dx8nJyaRfv35VHo8QQrZu3Up8fX3J4sWLyYMHD95qLH3k5uZW6efOnDlDXF1dyeTJk0lgYCDJysoihBBy+/ZtMnHixLeOq6CggHTs2JFcunSJ88+q1WoSERFB5HI5kclkxM3NjcjlcuLh4UEIIWTDhg3k+vXrbx3ju4QmTMrgcnNziVKpJOnp6SQnJ4cQQohSqSSnT59+67FjY2OJUqlkHxcVFZGUlBROb/gKhYJs376dEELIoUOHiFqt1nldLpfrfIjgolOnTjqPNRoN6dy5c5XGqglKpZKcP39e57nnz58TQiqvWyKRcB6zoqKC/frmzZuktLSUFBcXv1WcOTk5JC0tjRw5cqTKfxbGlpeXVy3jVFdSe5sPRe8LukuWMii1Wo20tDSTL+j81VdfvXEtzMbGpkql8RYuXIi2bduyOyTj4uKQkZGBBQsWcB7r+fPnuHv37is3pJSWluLJkydo0aIFpzErKirw9ddf4/jx45DL5Vi7di38/PwAVK6jDR48WOcQ/uuoVCqcPHkSPXv2hFqtBp/Ph0ajgbOzM1JTUznFxEVZWRny8vJ0yuUZm3aKeNSoUW81zvXr1+Hk5PTSenxeXh4aNGhQLT1WqTeja5iUQanVagQEBCA+Ph7R0dGvrMoilUoxYcIETmOOGTMG5ubmr33TqFOnDtasWaP3m4pcLkdiYuJrf7+DBw/ixIkTOo2L9VFYWAg/Pz92DfP06dPo3bs3u3GDy9m3goICLFy4EAMGDECDBg3g4OCA1q1bQywWY+/evThy5AhiYmI4xWdhYcHuMBaJRDh27BibMEUikd7rthqNBgsXLkRCQgImTJiAuXPnomvXrpx3h75OSkoKzp49y67dpaWlISwsDIGBgRg0aBBu3rxZLd103saZM2fYGsa//fYbRo0axa5D+vj4YNiwYZx2gy9evBhRUVHs8RmtkJAQmJubc+rjWVOlFd91NGFSBiUUCtl/pJGRkRg5cqTOdvsdO3a88aziq/D5fBQVFSEwMBAzZsxAaGgoCCGYOXMmQkNDodFo4O3tjYyMDL03WTRo0AArV67E+fPn2Y1NarUaQqEQjo6OKCkp0bsYwosmTJig82HgxT6EXOTl5YHH48HOzg4uLi7Izc3FH3/8gWXLlsHe3h6pqanYvn07pzGvXr3K1nzV9m1UKBSQSCTs9+hbdk4oFMLKygq2traYP38+Nm7cCLlcXuWSin9nYWHBJsTr16/jxx9/hL+/P2rXrg1TmTRLSkrCzz//jLCwMAiFQuTn52PSpEmIj4+Ho6Mj/Pz8ONUjZhgGbm5ukMvlcHJyYo+DHD16lHMbt5oqrfiuowmTMjjtgevatWvrlHAjhEAikVQpiVhYWODTTz+FSCRia5OKxWL26w0bNlRpmm727Nno2rUrgMp2VOPGjYOjo2OVeyO+WEf2bYwYMQIWFhaoXbs27O3tkZubC5VKxR7VqFWrFufjOeHh4ejUqROkUilu3LjB7jh9cQpVo9HoPZ5YLAbDMOjUqRM6deoEhUKB4OBg9nVt/0kuUlJSIBKJkJOTg8zMTPj4+KCiogLh4eHssZg3zTQY0uLFi7F69Wp4enpCJBKhQYMGMDMzQ1ZWFjw8PBAZGalTbvF1tPV2GYZBcnIylEol0tLS8NNPP+HChQtYsWKF3n0wtWqqtOK7jiZMyuBeLMEVGhqKCxcuoEmTJrC0tMSzZ8+qNGZpaSkSEhJQUlKChIQEEEJQXFyMhIQEqNVqNGvWjN2Sz4X2ThMAhg0bBi8vryrFV91TYMePH8f9+/dx7Ngx/PDDD7C0tMTcuXPRuHFjNGzYECkpKVi4cCEiIiL0jnHz5s3QaDTYtWsXW5jh1KlTOlN9AwYM0Hu8hw8fvnTwXSaTwcXFBYQQyGQynaMh+rh8+TIuXbqE58+fs3fZPXr00Ek62qMcxqZWq3Hq1CnMnTsX/v7+KCkpwahRo3D27Fk4ODigXr16kMvl/3g0a/bs2VCpVCguLkZ5eTkkEglOnDiB8vJyuLu7QyKRYPDgwZzjq+7Siu8DmjApgzt//jyGDx8Oa2trhIaGYvTo0fjuu+/QrFkzTuswL1IoFLh9+zbkcjnu3LnD3h1pn+Naxk57Ju3evXvsm9GjR4/w9ddfw9/fH19++SWn8ap7CuzAgQMQCARITk5GcHAwNm/ejJYtW2Lw4MEIDg7GuXPnUF5ejrKyspfWvN6koqKCrXEqlUp1/r/JZDL2nKY+Pvroo5fKEfbp0wdHjhwBULkxiKtZs2YBqCwefuzYMfz3v/9FYmIiPDw84Ovri379+hl97RIATp8+jYyMDJSXl+Pu3buQy+WYNWsWgoODsWTJEowZM0avu0sASEhIwJ07d3D48GEMHz4cdnZ28PX1ZWdMfHx8sGfPHgwfPrymL+u9RxMmZXAuLi4ICAjApEmTEBYWhpycHCQnJ+Py5ct4+vRplca0tbWFj48P/vzzT8yePRtA5d1RVaqgqFQqjB07FiqVCpcvX9Z5A67KuiVQ/VNgX3zxBW7dugUrKyukp6dj3rx5sLCwgI2NDSQSCU6fPo2kpCRO9UZnzJiBL7/8ElFRUVAoFODz+ezXQOW1L1myRO/xtD938OBBREdHw8/PT2dKVzvTUBXaw/ZCoRBDhw5F69atMWHCBFhbW+tULDImmUzG/tfe3h4uLi5YunQpbt68idDQUOTn5+v15/PkyRM0adIEnp6eGDduHHbv3o169eqxBT4mTJiA4uLiGr0WqhJNmJTBMQyDjz/+GGKxGE5OTjpHTM6cOVOlMYuLi5GSkoKysjK2JVlFRQXy8/M5dT8BKu+s9u7dCwsLC/Tp0wdeXl5Yt24dZs2ahQ8//BAjR46sUm3R6pwC8/DwgJWVFR48eICsrCycO3cOOTk5sLS0xNdff420tDTExcVxqqYzfPhwJCcnY/369SgrK0OTJk3A4/HYOyGNRgOZTIY///zzH8dSKpUoLS2FRqNBSkoKpk+fjlatWrFJ5G3I5XLY2dnBw8ODfc7BwQFxcXH46aef8P3337/17/G2OnfujM6dO+PYsWPw8vLCiRMnMHDgQBw/fhxt27aFtbU11qxZ84/jqFQquLu7QywWs38OhBDs3bsXOTk5aNSoEVQqFSoqKnDq1CkDXNn7jZ7DpAxu7NixiI6ORq9evXRaPBFCEBoaipkzZ6Jfv35676hUq9Xw9fXV+bSuVqtRXl6OzMxMyGQyDBo0CJMmTdJrejIlJQWpqanw9vZGYGAglEolli5diuLiYkgkEsTExKBRo0aIjIzkfO3VJTU1Fenp6UhMTIRQKMR3330HGxsbzJo1C1ZWVli5ciWCg4Oxa9cuzmOXlZVh3bp1uHXrFjZt2lSlmq9KpRKHDx/WKQ5eHecwT58+DV9fX4wcORJeXl7o1q0bu3FIu6s3JSXF6LV5gco77G+++QYJCQkYNmwY9u7di1u3bmHx4sXYvXs3p7FeLIun5eXlhcWLF6Nhw4bVGTb1BvQOkzIohULBNhYeOnQoCgsLdV53d3dHdnY2p/UtPp//Ur/BF2VlZWHz5s16bwTp1q0b28rJ09OTTbI2NjYYP3483N3dkZ+fr3d8NcHMzAwNGjSAXC5HSEgIhg4ditDQUDRp0gRRUVHg8/mQyWRQqVScpz6trKwQEBCAGzduVLlAupmZ2UudNBiG4XzU5e94PB78/f3Rt29fAJVdRl7sABMeHo5p06ZVeRdzdRIKhdi/fz8qKirY4umtWrVCvXr1cPLkSXz11Vd6j3Xw4EFs3bpV54PA06dPcfjwYZ3m1FTNoneYlEGpVCpcuHCBc/su6s0yMzPh4OCg06+0sLAQtra2Ro6s+mVkZKBFixYghODcuXMvbcC6f/8+p0bcNU2tViMzMxPNmzcHUPkBrlGjRpyP1GjduHEDrVq1wqNHj8Dj8ZCcnIwWLVrQf1MGYPztZNR7RSAQoF27drh48eIrX1coFNi3b1+1/p4qlQpXrlyp1jFNjXbH5IsblN7FZAmAvaNiGOaVu5VNKVkClTMg2mQJAPb29pyS5bNnz7B//3728bx589iiFY0bN0ZBQQGmTZvGaQfzqyQlJbE7pKlXo1OylMEpFArMmTPnlfVKCSH4+eef4erqynlctVoNb29vjBkzBh07dmSnr+RyOWbOnMk2HH4XEEL+sTapg4MDli9fbqCIDIfH4732CA7DMGjfvj1bq9eYysvLMXXqVERHR2PLli0wNzdHnTp1YGtriw8++AAff/yxXssEBQUFiI+PZ1vUaafY09PTsX//fvz1119YsWIF53PGS5YswRdffAFXV1eoVCosXLgQw4YNY8sXSqVSzJkzh+NVv9towqQMrrrqlf5deXk5Wrduje3bt2P+/Pno0qUL/P39IRaLqzz9ZaoYhkFhYSG2bdv2yteVSiVcXV3Z63+XWFtbo1evXq98raioCCtWrDCJhGlhYcGudcfFxaFHjx7IyMhAUVER0tPTwefzsXfv3n+syNSiRQukp6ejb9++EIlEyM7OxpgxY+Dg4IAePXrgxx9/hJubG/r3788pvrt374JhGDa2Pn364Pz585g4cSI2bNiAGTNmVPna31U0YVIGVZ31Sl8kl8tRq1YtthKPVCrFH3/8wVbWMYVdk1qEENy7d++lUn1ciwyIRCI0btwYkZGR7EYqoHI36owZM3Do0KF3LlkCldfdu3dvnDlzhr3bIoRAJBKhc+fOWLdunZEjrMQwDLtz28LCAvPmzYNcLsfvv/+ODRs2wNPTEykpKRg4cOA/jtW0aVNERUVBIBBg6NChiImJwYEDB2BnZwcej8e5DGJBQQEYhkFAQAA2btyI1atXIzk5GT4+PhgyZAi2b99epepB7zq6hkkZVHh4ONLS0th6pTdu3GDrlWp/calXClTeTbVr1w7t27dnf3Xr1g3Lli1Du3bt0K5dO5Oo/qKlUqmwaNEi9jEhBJmZmZg8eTKnwuHa7z1w4AAaN26s818A+PDDD6s3cBPj6+uL+Ph4xMfHY/r06bh06RIEAgFOnDhh7NBY2g9q2qlXhmGwfv16AMDgwYP1br/24Ycf4urVq2zVoMzMTPB4PMyZM4fzTmiNRoPRo0cjIyMDAQEBOH/+PKZPn464uDj2354plBY0RfQOkzKo6q5XClQeYbh8+fIb3zT0+RRfk9RqNT7//HN88sknGDt2LMRiMdzc3FBSUoIBAwbg3LlzqFu3Lqc3Ku0GDZFIhKFDhyIuLg5Dhw5FbGxsTV2GSeHz+Wyd38GDB+sUMjBVQqGQXY7gMm3s6OiIyMhI8Hg8NGvWDCEhIex4y5YtQ0VFhd5j8Xg8JCYm4o8//sCvv/6Kbt264fvvv4e7uzuKiorQq1cvEELQtWtXxMfHo379+pyu8V1GEyZlcNVZrxSovGP77rvv3jidaezTU3w+H4QQLF68GHfu3IG5uTnc3Nxw9OhRth0X1+nTLVu2AKicjpZIJHj27BkkEgmKiopq4hJMzr/pLujFkopc/5zPnDmDTz/99JUfCMrKyqBQKJCUlMRpTIFAgIEDB0Imk6G4uBiPHj3CF198ga5du7LdeaiX0YRJGVR11yvVWrRo0UttnTIyMtjt/C9WFDImhmHA4/EgEAjA4/HAMAwYhoGFhQWnddZnz55h9erV8Pb2hqurK3JycuDm5oacnBx2N+W7Spt85HI5ezeUn5+PXr16YcWKFejQoYORI6zsJhMZGYnc3FysWrUK+fn5kMvlnGr7asnlcmzatAnBwcGoVavWa7+PSxnEzMxMmJubIyoqCiEhIVi9ejUGDBgABwcHPHnyhC2DaCp1eU0FTZiUQVVnvVItgUAAZ2dnAJW7JA8dOoTff/8dDx48wG+//YaPP/64ykXTa4I2Se7btw/379/H48ePUVpayqm58q1bt9C+fXvI5fKXWmgBwM2bNwFUTuW9a0pLSwFUrt2KxWLweDxoNBpIpdLXtk8ztKZNm8Ld3R1A5TGqTz75hF0f5FpPt3v37ujevTsePXqELVu24K+//sLcuXPxxRdfAKhcwy8pKdF7PI1Gg7lz58LCwgKPHz/G5MmT8eDBAzx8+BD16tUDIYStT7t3715Osb7raKUfyiiqo17pq4wZMwbNmzeHm5sbWrduDYZhIJPJ0KdPH05JuCa0bNkS0dHRuHv3Ls6dO4f//Oc/SE5OxpAhQ5CcnAxLS0vOOzwXLVqEx48fA/j/FCUhBBqNBuXl5fjtt9+q/TqMTVvp599IoVBg6NChSExMrPIYZ8+ehUKh4FRa73W++eYbxMbG4tq1a9iyZQtsbW0xbdo0NGnS5K3HfhfRO0zKKLT1Sn/99VdORyleR1uceseOHS+tbQkEAgQHB7/17/G2tHFpNBr2jlf7XEVFBac7TK0Xp6/T09NBCMFnn31WDdGarn9rsgQqN+m8TbIEwLkX65usXr2arb7Vrl07HD58uEqN1t8XNGFSBqVUKrFp0ybweDz069cP+/btw9ixY3HgwAGd/oHjx4/nNG6fPn2QnJyM8+fPQ6FQvJQ0jV0uTa1Wg2EYLF26FKNGjYJUKsWePXvw/PlzZGRkQCqVsgW69aHd7BEREYH8/Hw0btwYn3/+ORQKBdLT09GsWTO0atXKpM6fUv938+ZNtGrVyugblxwcHHDx4kWo1Wp06NAB/fr1M2o8po4mTMqgzMzMsG/fPvTq1QtPnjyBWCyGmZkZdu3ahS5duiAuLg7Dhg3jPK61tTUEAgGCgoLQvHlzqNVqNlkQQpCamorDhw9X9+Xojc/n49atWwAqd/UmJSWx5yVVKhXOnTuHiIgIvcfz8vLCDz/8gOvXr8PPzw/Lly9n1zKXLVsGe3t7WFlZYfPmzdV/MZTevv32W+zevRt8Pl+nGP6IESNw5coVk7ibCwkJgbOzs0lsljJ1NGFSBlevXj20a9cOAoGAreojEong7e2NP//8E97e3pzHtLS0xJkzZ2BmZobVq1fD1dUVy5Ytg0KhgFgsxqFDh6r7MqpMIBCwpQC1jzt37syp0bWLiwseP34MoVAIZ2dnCAQCdgeunZ0ddu7ciZ49e9ZE+BQHOTk57Ae3IUOG4MiRIzA3N4elpaVJJMuwsDBoNBpkZ2dj6tSp7POEEJSVlSEmJsaI0ZkemjApg9NOQwUFBeHJkycYO3Ys7t69+1Zj8ng8xMbG4t69ewgMDATDMFiyZAnatWuHS5cucW7YW1MUCgWOHDnyykIKn376qd7jODk54cqVK+z/y+LiYvj7+2Pp0qXs95hCT8j33Yvr0paWluxjrqXsqtvJkycRFxcHe3t7bNu2DdeuXWOPOgGVSycvllukKtGESRnN1KlTsW3bNqxZswY+Pj4AqnYYffbs2cjKysLOnTvxzTffYNSoUfDy8sLs2bMxb948jB49urpDr7L09HT4+/ujR48eb3UEws7OTueweu3ateHu7o6AgAAQQnD06NHXFiinal5QUBAsLS1RVlaGsLAwAJWVmbRfc1mvrgmbNm1CYWEhxo0bB6FQiI8++gg2NjZV2nj2PqEJkzIaW1tbEELQoEEDEEIgkUhQUFAAiUTCqWzYpEmT8OTJExw9ehQVFRVYuXIlZsyYAYVCgVOnThm9ys+LEhMT8e2337JT0X5+fsjNzQVQ+Saq7xRYw4YN8fz5c/Yxj8dD/fr14ePjA3t7e6xatQpyudzoJQHfRxqNBkKhkJ2KFQgE7N/BF782ppiYGJw/fx5BQUH46quv8PjxY1y+fBkKhQJNmjTBiBEjaPH1VzCditTUe+PFNwypVAqpVIru3bvj9u3b6N27N65fv85pvM8++wwqlQr79++HSqXC4sWLsXDhQnTq1AlXr17FoEGDqvsSqiQzMxOJiYnw8vLClClT8Pz5c9y7dw/Tpk1Dfn4+Zs+erfdY1tbWL02ZyWQyiEQitGnTBhEREYiKiqruS6D0wOPxMGvWLHh5ecHGxgZTp0596WtTaDfXvn177Nq1Czk5ORCLxfjjjz9w/PhxzJkzB9HR0fD19TV2iCaHJkzKoNRqNdLS0rBy5Uq24Pq0adNw584d1K1bF25ubggICOA8rlwuR0hICCwsLLBjxw7Y29ujvLwcJSUlePjwIVuk21ieP3+OefPmYe3atbC1tUV+fj7mz58PjUaDNm3awNLSEm3atNF7PB6Ph/z8fLZ+bEFBAYqLi8Hn81FUVIR69erRNUwjOn78OAICAtiSj0BlhSLtY671kqvbjh07cPDgQfB4PCxbtgxlZWUoKysDwzBwdnZGdHQ0ateubdQYTRGdkqUMimEY7Nq1C7Vq1YJIJIJarcazZ8+QnZ2Nq1evwtPTE7169eJcT7a0tBQajQaTJ0+GVCrVqYGpVCpRWFhY3ZeiN4VCgf79+2Pz5s3YuXMnMjIyUKdOHXh4eFS5d6NarcaYMWMgFotRXl6OkSNHorS0FBkZGdi2bRtUKhU8PDxM5u76ffPijuelS5fihx9+wIoVK9hpWq7l8aobj8fDrl27sHz5crbK1nfffffS9/3444+cWoe962hpPMqkyOVylJWVoW7dupx+Ljc3Fx988EENRfV2ZDIZ/Pz8UFxcjAULFqBhw4aYOnUqoqOjMWbMGMTExGDEiBHVWsYuMzMT+fn56NixY7WNSXGnVqsRHR2NvLw8zJs3j32+Q4cOOHHihNE32WRnZ2Pt2rVIS0vD2rVr0bhxYwCVH/JKS0tp8fW/oQmTogwkLCwMqamp2LhxI0aNGoXY2FiMGjUKYWFhmDx5Mn755Rf2YDv1blAoFGwRDaFQCEIISkpKqq12cnXZt28f+vbta/QEburoGiZFGYi3tzc++ugjLFu2jG07ZmFhAXd3d1RUVFSpwhFlmrRrlZ6enhg4cCD27NkDoLKkoSke93F1ddVJlgqFAhKJxHgBmSiaMCnKgObPn4+bN2+ibdu2AICtW7ciKSkJSUlJOHbsmJGjo6rLuHHjcPDgQYhEIuzZswf16tVDXl4erK2tq6XZwNtSKpUICwvDrl27MGTIEEilUqxcuRJnz57F+vXroVAosHXrVmOHaXJowqQoA+Lz+Vi6dCnat29v7FCoGrRixQocOXIEly5dAsMw2Lx5M3755RcAMImenWZmZpBIJLh79y6sra0hkUiwY8cOtG7dGsePH4eVlRWdnn0FmjApysCaN2+us0FJoVAgLCzsrcsDUqajadOmCAwMxH/+8x8AlW29Ll++jMOHD4MQgqysLDx58sSoMdatWxdNmzaFWCzGJ598gn79+kEmk6FWrVpszJQumjApygAUCgUWL178yteKiopw6tSpd7LZ8/tq4MCBCAoKAp/PByEEDMMgMDAQERERyMnJwX//+1+4urrizJkzxg4VKpUK9evXR4MGDTBs2DDcuHGDtvl6DXrAhqIMQCgU4vbt2wgPD8fly5dRUlICQghkMhmsrKzQpUsXTJkyxdhhUtVk9+7dsLKywqRJkwBUnj92dHSERCKBq6srJBIJ1qxZg4yMDKMf/dFoNAgMDETDhg2xatUqrFu3DlFRUfDw8DBqXKaIJkyKMhA+n4/y8nJIpVL88ssvYBgGV65cQbdu3aBUKpGYmMiphi5luvLy8tg1SwA6FX/UajUAYPr06RCJRAaP7e9UKhV++uknjBgxAn379kVFRQWEQqHRqxGZIjolS1EGpO2DuGrVKly7dg3x8fHYunUr/vrrL5OYnqOqx6lTp2BjYwONRgOGYXTu1qRSKQCYRLIEKpO5paUlfH19YWVlha5du6KsrAzl5eXGDs3k0IRJUQbEMAwEAgF8fX1x5coVeHp6wsLCAlu2bMHMmTONHR5VTcaPHw8PDw/I5XIMGzYM9+/fB1CZLEtLS40cXSVth58vv/wSERERyMzMxMOHD9GjRw9oNBqdhtJUJTolS1EGpFaroVQqMXnyZJSXl0Mul2P//v2YMWMGGjVqZOzwqGq2bds2EELYGrJisVinj6mxqFQqzJw5E2KxGDwej/17WVJSgv379+Ps2bNwcXFB37596W7ZF9CESVEGEBERAYZhUFZWBj6fj5iYGOzduxcPHz5EZGQkAgIC0KFDB9jZ2Rk7VKoamZmZ6TxmGIZzneSaIBAIXqoslZ6eDgCYMGECVCoVrl+/TpPl39CESVEGYGNjg8zMTHTt2hUymQw7duxAYWEhsrKysHfvXnz77bfYtGkTli9fbuxQqfdAWVkZFAoFIiIikJ+fj8aNG+Pzzz+HQqFAWloamjVrBmdnZ2OHaXLoGiZFGcDo0aMREhKCpKQk1KlTB6NHj4a3tzdcXFwwcuRIuLm5GbUFGfV+8fLyQkZGBq5fvw4PDw9cvHgRQqEQQqEQq1evxsqVK+Hl5WXsME0OvcOkKANp27YtFi5cCBcXF/a58ePHs/0GQ0JCjBUa9Z5xcXHB48ePIRQK4ezsDIFAAIZhwOPxYGdnh507d6Jnz57GDtPk0DtMijKgF5MlADZZHj16lD2fR1E1zcnJCffv3wfDMACA4uJi+Pv76zSL3rhxo7HCM1k0YVKUgRQWFmLatGmQy+U6z9+7dw/BwcGYOHGikSKj3jd2dnbIzc1lH9euXRvTp09HQEAAHjx4gKNHj7It6Kj/owmTogxEJpNBJpPB3d0dz58/Z59v2rQpDhw4wJ7Vo6ia1rBhQ52/gzweD/Xr14ePjw/CwsKwceNGHDx40HgBmiiaMCnKQBo1aoStW7eif//+GDt2LIqKitjXzMzMYGlpacToqPeJtbU1ysrKdJ6TyWQQiURo06YNIiIiEBUVZaToTBfd9ENRBrBq1So0bNgQQOVZPBsbG3h6emLw4MEAALlcrlNvlKJqEo/HQ35+PszNzSGRSFBQUIDi4mLY2tqiqKgI9erVo2uYr8AQQoixg6Cod5lcLsemTZsgFotf+z0Mw6Bly5bo2rWrASOj3ldqtRrbtm2DWCwGwzBQq9WoqKjAkydPkJ6eDpVKBQ8PDwwaNMjYoZoUmjApygAqKipgYWFh7DAoSi+ZmZnIz883eusxU0MTJkXVMIVCgT59+mDQoEHo378/eLzXbx1wdHQ0YGQURXFBEyZF1TCVSoXLly8jJSUFBw4cQH5+Ptq0aaMzRUsIQVlZGX777TcjRkpR1JvQhElRBqRUKhEZGYm4uDj8/PPPaNasmbFDoihKTzRhUpQRpKeno2XLlsYOg6IoDug5TIoygr8nyz179iA7O9tI0VAUpQ+aMCnKAJRKJebMmfPK1yoqKnD06FF4e3sbOCqKorighQsoygDMzMzw+PFjxMTEwMbGBsuXL8cHH3wAoPIMpqOjIxYsWGDkKCmKehN6h0lRBsLn81FeXg6GYWBvb489e/ZgypQpiI+Ph62tLZtAKYoyTTRhUpQBmZmZQSgUwszMDBcuXEBkZCTWrFmDs2fPwszMzNjhURT1BjRhUpSBaUuRnThxAiKRCBYWFjA3Nzd2WBRF/QOaMCnKgAghUKvVEIlEmD9/Pu7cuYPdu3fjxo0bGDBggLHDoyjqDeimH4oygNmzZwP4f09MlUqFsLAwtGrVCm3atMHFixdpdwiKMnH0DpOiDGDgwIEoKSmBXC6Hs7MzVCoV+vbtC6lUCqlUCoVCQdcwKcrE0YRJUQbQu3dvxMTE4MaNG7hw4QJatGgBe3t7fPzxx+jcuTNkMhnth0lRJo6WxqMoA5LJZMjNzQWfz8cHH3xA7yop6l+E3mFSlAGJxWI0btwYffv2xcOHD40dDkVRHNCESVEGZmZmBj6fD5FIZOxQKIrigCZMijICgUBAp2Mp6l+GJkyKMgKGYcDn840dBkVRHNCESVFGwjCMsUOgKIoDmjApykjoBnWK+nehCZOijEStVhs7BIqiOKAJk6KMQKVSQaVSGTsMiqI4oAmTogxMrVZDqVRCLpcbOxSKojiglX4oysA0Gg0uXrwIJycn2taLov5FaMKkKIqiKD3QKVmKoiiK0gNNmBRFURSlB5owKYqiKEoPNGFSFEVRlB5owqQoiqIoPfwPoA455T7zySYAAAAASUVORK5CYII=
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%A7%8A-%E6%98%BE%E7%A4%BA%E5%B8%A6%E6%95%B0%E5%80%BC%E6%A0%87%E7%AD%BE%E7%9A%84%E7%89%B9%E5%BE%81%E7%9B%B8%E5%85%B3%E6%80%A7%E7%83%AD%E5%8A%9B%E5%9B%BE">&#129482; &#26174;&#31034;&#24102;&#25968;&#20540;&#26631;&#31614;&#30340;&#29305;&#24449;&#30456;&#20851;&#24615;&#28909;&#21147;&#22270;<a class="anchor-link" href="#%F0%9F%A7%8A-%E6%98%BE%E7%A4%BA%E5%B8%A6%E6%95%B0%E5%80%BC%E6%A0%87%E7%AD%BE%E7%9A%84%E7%89%B9%E5%BE%81%E7%9B%B8%E5%85%B3%E6%80%A7%E7%83%AD%E5%8A%9B%E5%9B%BE">&#182;</a></h1><p>本程序基于已有的相关系数矩阵，绘制更清晰、带有具体数值标注的热力图，方便进一步分析变量间的关系强度。主要流程如下：</p>
+<ol>
+<li><p><strong>设置图像尺寸</strong></p>
+<ul>
+<li>使用 <code>plt.figure(figsize=(10, 10))</code> 设置图表画布大小为 10x10 英寸，避免图像拥挤。</li>
+</ul>
+</li>
+<li><p><strong>绘制带注释的热力图</strong></p>
+<ul>
+<li><code>sns.heatmap()</code> 添加参数：<ul>
+<li><code>annot=True</code> 表示在每个单元格内显示数值；</li>
+<li><code>fmt='.2f'</code> 控制注释保留两位小数，提升可读性。</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><p><strong>设置标题并展示图形</strong></p>
+<ul>
+<li>使用 <code>plt.title()</code> 添加标题；</li>
+<li>使用 <code>plt.show()</code> 显示图像。</li>
+</ul>
+</li>
+</ol>
+<p>这种热力图适合用于报告、课件、数据分析文档中，帮助读者更精确理解变量间关系。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[33]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-32</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">))</span>  <span class="c1"># 设置图像尺寸为10x10英寸，避免标签重叠</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">corr</span><span class="p">,</span> <span class="n">annot</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">fmt</span><span class="o">=</span><span class="s1">&#39;.2f&#39;</span><span class="p">)</span>  <span class="c1"># 绘制相关系数热力图，annot显示数值，fmt保留两位小数</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;特征矩阵热力图&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图表</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8C-%E4%BD%BF%E7%94%A8-Stripplot-%E7%BB%98%E5%88%B6%E9%94%80%E5%94%AE%E9%83%A8%E7%A6%BB%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%88%86%E5%B8%83">&#128204; &#20351;&#29992; Stripplot &#32472;&#21046;&#38144;&#21806;&#37096;&#31163;&#32844;&#21592;&#24037;&#30340;&#24037;&#20316;&#26102;&#38271;&#20998;&#24067;<a class="anchor-link" href="#%F0%9F%93%8C-%E4%BD%BF%E7%94%A8-Stripplot-%E7%BB%98%E5%88%B6%E9%94%80%E5%94%AE%E9%83%A8%E7%A6%BB%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%88%86%E5%B8%83">&#182;</a></h1><p>本程序提取销售部门中已离职员工的数据，并使用 Seaborn 的 Stripplot（分布散点图）展示其“每月平均工作小时数”的离散分布情况。主要流程如下：</p>
+<ol>
+<li><p><strong>筛选特定员工子集</strong></p>
+<ul>
+<li>从 <code>hr</code> 数据集中提取：<ul>
+<li>部门为“销售部”；</li>
+<li>离职状态为 1（表示已离职）的记录；</li>
+</ul>
+</li>
+<li>得到 <code>sale</code> 子集数据，用于后续分析。</li>
+</ul>
+</li>
+<li><p><strong>绘制 stripplot 水平散点图</strong></p>
+<ul>
+<li>使用 <code>sns.stripplot()</code> 绘制水平方向的分布图；</li>
+<li>每个点代表一个员工，X 轴表示其每月平均工作小时数；</li>
+<li>用于展示单变量的离散分布特征。</li>
+</ul>
+</li>
+<li><p><strong>设置图表标题并显示图形</strong></p>
+<ul>
+<li>图表标题为“简单水平分布散点图”，使用 <code>plt.show()</code> 呈现图像。</li>
+</ul>
+</li>
+</ol>
+<p>该图适合用于观察单一变量在某一人群中的集中趋势和离散情况。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[34]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-33</span>
+<span class="c1"># 提取部门为销售部、离职为1的数据</span>
+<span class="n">sale</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">iloc</span><span class="p">[(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;部门&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="s1">&#39;销售部&#39;</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;离职&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="mi">1</span><span class="p">),</span> <span class="p">:]</span>  <span class="c1"># 提取“销售部”且已离职的员工数据子集</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">sale</span><span class="p">[</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">])</span>  <span class="c1"># 绘制工作时长的水平分布散点图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;简单水平分布散点图&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图表</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%8E%AF-%E6%AF%94%E8%BE%83-Stripplot-%E7%9A%84%E9%BB%98%E8%AE%A4%E9%9A%8F%E6%9C%BA%E6%8A%96%E5%8A%A8%E4%B8%8E%E6%97%A0%E6%8A%96%E5%8A%A8%E6%95%88%E6%9E%9C">&#127919; &#27604;&#36739; Stripplot &#30340;&#40664;&#35748;&#38543;&#26426;&#25238;&#21160;&#19982;&#26080;&#25238;&#21160;&#25928;&#26524;<a class="anchor-link" href="#%F0%9F%8E%AF-%E6%AF%94%E8%BE%83-Stripplot-%E7%9A%84%E9%BB%98%E8%AE%A4%E9%9A%8F%E6%9C%BA%E6%8A%96%E5%8A%A8%E4%B8%8E%E6%97%A0%E6%8A%96%E5%8A%A8%E6%95%88%E6%9E%9C">&#182;</a></h1><p>本程序从 HR 数据中提取所有已离职员工，绘制两个 Stripplot 图，比较默认带随机抖动与不带抖动的区别。主要流程如下：</p>
+<ol>
+<li><p><strong>提取离职员工子集</strong></p>
+<ul>
+<li>从数据集中筛选出 <code>离职 == 1</code> 的记录，得到变量 <code>hr1</code>；</li>
+<li>这部分数据用于后续工作时长与部门的可视化分析。</li>
+</ul>
+</li>
+<li><p><strong>创建图像画布并设置布局</strong></p>
+<ul>
+<li>使用 <code>plt.figure()</code> 设置画布大小；</li>
+<li>使用 <code>plt.subplot(121)</code> 和 <code>plt.subplot(122)</code> 创建两个子图进行并列比较。</li>
+</ul>
+</li>
+<li><p><strong>绘制第一个 Stripplot（默认带抖动）</strong></p>
+<ul>
+<li>使用 <code>sns.stripplot()</code> 按“部门”分组绘制每月工作时长；</li>
+<li>默认启用 <code>jitter=True</code> 添加水平抖动，防止数据点重叠；</li>
+<li>适合数据密集或离散值重复度高的情况。</li>
+</ul>
+</li>
+<li><p><strong>绘制第二个 Stripplot（无抖动）</strong></p>
+<ul>
+<li>设置 <code>jitter=False</code> 关闭抖动，所有点严格垂直对齐；</li>
+<li>用于强调具体数值位置或比较密度。</li>
+</ul>
+</li>
+<li><p><strong>设置标题与刻度显示</strong></p>
+<ul>
+<li>设置 X 轴刻度角度为 70°，防止文字重叠；</li>
+<li>添加图表标题以对比不同抖动模式。</li>
+</ul>
+</li>
+</ol>
+<p>该示例有助于理解 Stripplot 中 jitter 参数的视觉效果差异。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[37]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-34</span>
+<span class="n">hr1</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;离职&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="mi">1</span><span class="p">,</span> <span class="p">:]</span>  <span class="c1"># 提取所有已离职员工的数据</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>  <span class="c1"># 设置画布大小为10x5英寸</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span>  <span class="c1"># 创建第一个子图（左侧）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>  <span class="c1"># X轴标签旋转70度，防止部门名重叠</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr1</span><span class="p">)</span>  <span class="c1"># 默认启用随机抖动，展示散点分布</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;默认随机噪声抖动&#39;</span><span class="p">)</span>  <span class="c1"># 设置子图标题</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span>  <span class="c1"># 创建第二个子图（右侧）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr1</span><span class="p">,</span> <span class="n">jitter</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>  <span class="c1"># 禁用抖动，点严格对齐</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;无随机噪声抖动&#39;</span><span class="p">)</span>  <span class="c1"># 设置子图标题</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示两个子图</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAmgAAAF/CAYAAAD91DX3AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydZ2Ac1dX3/zPbi7TqvcuWi9x778YGG1wgdAMxxhACITghcQxP8kBCe0OAAA/FEHAwHWyK6bjg3rvlIlu995W2787OvB+E1l5tleau6v190twZ3XO3nTlz7imMIAgCKBQKhUKhUCg9Bra7F0ChUCgUCoVCcYcaaBQKhUKhUCg9DGqgUSgUCoVCofQwqIFGoVAoFAqF0sOgBhqFQqFQKBRKD4MaaBQKhUKhUCg9DGqgUYjS3NwMUpVbnE4nkXmCgeO4gNfYbDav40ajERaLJSg5RqMRJpOpQ2ujUCg9G6qrKKGAGmgUF74MK47jPBSQyWTCI488gsbGRrfxX//61/jnP//pMa/dbnf93X6uV155BaWlpR5yb7nlFmzduhUAYLVawfO865wvBdSG2Wx2Xc/zfECl9NFHH+HGG2/0e82jjz6KF154wWN88+bNWLNmjd//bWPnzp245ppriBmxFAolONp0UHsEQXDpE6qrLkN1Vfcj7e4FUHoGgiBg3LhxyMnJQWFhIbKysnDx4kUcOXIEX331FX788UfIZDLcf//9GDJkCDQaDWw2Gx555BG89dZbYBgGACCVSpGTk+M2t8PhwJgxY5CTk4OCggI8+uijmDNnDhiGgdVqxffff4/Vq1ejqakJkZGRrv/TarWIiIgAAHz11Vd4+umnERkZCZPJhHnz5uHJJ58EAJw6dQoPPPAAeJ7H/Pnz8be//Q2LFy9GTEwMgFYDU61W47333nPNbbPZIJfLXetWq9VIS0tzWzfHcWBZFizb+hwTHh6O9PR0AIDBYMD999+P9evXQ6PRICoqyu1/LRYLlEolGIZx3QCUSiUUCgUGDRrkkkuhULqG66+/HqWlpVAqlTCbzdBoNOA4DlarFWq1GocOHaK6iuqqHgU10CgAAIZhMHToUPzmN7/B+vXrcd999+HVV18FACiVSqSkpEAmk+Hrr7/GkCFDAAD/+7//i+eeew5WqxUqlQpA69Njm7JpQy6XIz4+Hh9//DGWLl0Kh8OBL7/8Etu3b0deXh5SU1Nx6623orGxEdu3b4fdbodMJnMpBpvNBpVKhTlz5uBf//oX3nnnHdTU1LjJmDJlClauXIn//ve/AFoNxbFjx7rWVFBQ4Hb97bffjtLSUuh0OigUCpc7f8mSJXA4HDAYDDAYDPj000+RmZkJAJDJZABan8Q1Gg1UKhVef/11lyK8kg8++AAbN26EQqGA1WrFvffei1tvvRUAoNPpXPMwDOOal0KhhI4tW7YAaPVSDRkyBNu2bUNcXJzbNVRXUV3Vk6AGGsWN999/HwDwxRdfgGVZnDp1CmVlZTAYDJg7dy40Gg0cDgdkMhkiIyPx97//HRKJxPX/zc3NaGlp8ZiXZVmcPHkSEyZMwIwZM/Diiy/ivvvuw/PPP4+nnnoKPM9DrVYDAL7//nusX78e1dXVeOyxx6BSqXDvvfe6XO08z0MqvfzVbf+E53A48Je//AUOhwMMw4BhGMyfPx92ux1yuRwA8Omnn2L79u2QSCSQyWQ4ePAgTp06hdWrV8PpdMJqtWLIkCFITk7GqVOncP/997te93PPPYfPP/8c69atQ2NjI4qLiz1e79133427777bdbx161Y8/PDD0Ov1aGxsxKOPPoqdO3fixRdfxLhx4zr5aVEolGBwOp0uPWUwGMAwjMvj1QbP8y4vFNVVVFf1BKiBRnHjqaeewkMPPYT//d//xX333Ycvv/wSR48eRV1dHRobG5GWlobdu3dj06ZNsFgs2LhxI0aPHg2g1c3e0NCAqqoqr3MfOHAAs2bNQnx8PO655x6sWLECCQkJ+PDDD1FeXo6cnBysXbsW1113Ha699lrMnDkT//jHPzBu3Dhs3brV5b6/Utl6Y/HixYiLi8O5c+fw8ssv469//SsyMjLw2muvYePGja7rqqqqwLIsFAoFMjMzkZmZiaqqKtjtdlitVtfT6IgRI7Bnzx48++yzGDhwIJYvXw6j0Yji4mJMnDjRQ+lVV1fjzjvvdHkVOY7DoEGD8MILL+Ddd99FS0sLHnjgAdxwww2Ij4/v9GdFoVCCY/bs2WhsbIRcLodUKgXLspg2bRp4nocgCOA4DoIg4NSpUwCorqK6qmdADTQKgMvBsffffz/y8/OxatUqOBwOPPbYY9i4cSO++OILvPnmm67r165dixUrVkCpVLrGCgsLodFocOnSJa8ypFIpTp48iX/84x8YMmQI/vGPf+C9995DTk4OnE6n29PloUOHUFNTg127dkGv10MQBNcTZduTri8iIiLwwAMP4Mknn4RMJsOYMWNw/fXX45VXXnG7Li8vD6dPn/Zw2/M8D6vViunTp3vMvXfvXpw9exZ33nknHnnkEbz44ose18TFxeGrr77Czz//jI8//hhvvvmmK/C4rq4OSUlJAFqf5DUajc/XQaFQyLBjxw6XofTRRx/h0KFDSE1NhVQqxYMPPgjAPROT6iqqq3oCNIuTAqD1xzhu3DhMmjQJOp0OEydOxJgxY+B0OlFVVQWr1eozC6ptS/PMmTMYM2aMTwNt5cqV2LRpE/76179CrVZDpVIhIiICWVlZHk9nb731FnJzczF06FA8++yzqK2tdcVDeFN6FRUV2LdvH4DWTNK6ujosX74cxcXFmDJlCmpra93c+EBrvMh9992HzZs34+6770ZWVhY2b96ML774Ana73aXQDx8+jJtuugkbN26Ew+HAsmXLkJqaihdffBHZ2dlwOBwoKirC3/72N+zdu9f1pPvFF1/g97//PTZu3IiSkhIAQElJCVJTUwG0prG3bZVQKJTQcaUXa8+ePZg4caLfa6iuorqqJ0A9aBQArcZVWVkZOI6DwWDAiRMnYLFYUFVVhYMHD2LGjBnYvn07Fi5c6PZ/TU1N+POf/4z33nsPn3/+OebPn499+/Zh586dmDlzpse1V6aRC4KAo0ePoqKiAi0tLZg/fz4A4PPPP4dGowHP84iJicHbb7+Njz/+2PU0117pCYIAk8mEyspK6PV6PPvss9DpdHA4HKiursbAgQNhsVhgNBrx6aefurKYOI4LKkMpLi4OK1euxNGjRzF48GDExMTgo48+Ql5eHvLy8qDX6xEREYFRo0a5thqKi4shkUiQnZ2NrVu3YsOGDfjHP/6Bw4cP4/HHHwfQml5/pQeSQqGEluLiYhw4cABPPPGEK0jfG1RXUV3VE6AeNAoAICsrC2PGjMGiRYvw3//+F7///e8xe/ZsGI1GsCyLW265BS+//DLMZrPrfziOw5///Gfcc889OHPmDE6ePInrrrsOixcvxv/8z/+4ZS8JgoAnn3wSS5YscT1dmkwmLFq0CG+//TZGjRoFhUIBABgzZgweeOAB1/+mpqbi4MGDrkyntriOsrIyAK1Plzk5OVi9ejUWLFiALVu2YOjQoZg5cyays7MRFhaGjRs34ssvv3QLDC4tLcU///lPLFy4EC+//DLOnDmDhQsXYuHChaivr3d5DNPT07FgwQLXU6rVakVTUxNuuOEGfPzxx3jggQcwZMgQLFu2DElJSSgrK8PDDz+MY8eO4de//jU4jsPx48fxn//8B6NHj0ZkZCTsdrtb8DCFQgktDocDTzzxBK6//nqPUhMA8Nprr8FkMlFdRXVVj4G+6xQAQH19Pc6cOQOr1Yr58+fjwoULMBgMWLduHVavXo309HSMHTsWq1evxnPPPQetVosLFy7g/vvvx8iRI3HrrbfiwQcfREREBBYtWoSPPvoIy5cvxyuvvIIRI0aA53m89NJLsNvt+Otf/4q9e/ciNzcXN998M8LDwzF79mxMnjwZHMe5UsHbAnf3798PnucxdOhQAK2ZUCaTCW+//TYyMzOxbNky3H///YiJiUF0dDTuvvtuTJs2DUuWLMGlS5dw9dVXY9GiRVi4cCF+97vfISwsDEePHsXFixexa9cur8q6PYcPH0Z+fj4GDRqE9PR0/OY3v3GdczqdbvErycnJWLVqFWbMmIGwsDDwPI+4uDisX78en376KQ4dOoQ9e/YgMTGR8KdIoVC80dTUhEcffRQmkwkPP/wwgNbM8sbGRjgcDpw7dw4vvfQSFixYQHUV1VU9BmqgUQC0PmnNnTsXOTk5SE5OxrXXXosNGzaA4zhcffXVAFqrUz/55JNQKBTQarV4+umnMWvWLCxbtgxz587FqlWrALQqpZdeegnPPPMMBg0aBKvV6pJz8OBBhIWF4bPPPsP69euxefNmGI1G6PV6sCyL3bt3u641GAy4ePEi1q9fj5dfftk1PnToUDz22GMICwvDypUrERYWhrCwMABAY2MjHn74YUyaNAlnz56FxWLBsmXLkJ2djQMHDiAsLAwcx2HdunW4++67g1J4AJCfn4+YmBhMnjzZ45zdbnfzLLIsi0WLFrmO9+7di08//RRvvvkmkpOTceHCBezfvx9r164NSjaFQuk8RqMRy5cvR0pKCl5//XXXVt2wYcPwxz/+ER988AHUajXuuOMOt/gyqquorupuGIH2caCIpC2uQQw8z8Nut3uNczCZTMQziEpKSpCWlkarZFMo/YCioiKkpaX5LXkRLFRXUboKaqBRKBQKhUKh9DBokgCFQqFQKBRKD4MaaBQKhUKhUCg9DGqgUSgUCoVCofQw+lwWZ1OTCTxPw+oolP4AyzKIjOw7LWio/qJQ+g+B9FefM9B4XqAKjkKh9Eqo/qJQKG3QLU4KhUKhUCiUHgY10CgUCoVCoVB6GNRAo1AoFAqFQulhUAONQqFQKBQKpYdBDTQKhUKhUCiUHgY10CgUCoVCoVB6GNRAo1AoFAqFQulh9Lk6aIGw2Di89+MFnLhUD41SBs7JgxeAeWNTsHhKhuj5Bd4J24GP4Li4DwzDQnByYFRhUIxbDtmASeJfwC8crz2Nzy5+Bb2t2W1cySowJXkClg1YBJYhZ39zzc2oefcdmM6cARhAotEgevESRMyeI2peQRBweHcx8k5UAQJgt3HgeQFhOgUW3zQCEVFqQq+gb3Ls2CGcPXsKPM8jOjoGCxcugUQiIS5HEAQ0V++Esf4IWFYBXeJsaKKGEZdDCY4PtuZjx7EK8LyAASk6/PnW0WBZss/bXNUFWH58CbCZAKUWqoVrII3LIirDaDfiz3uecB2Hy7R4evpficoAgIavv0Tj11sgcBzkKalI+8ujYBVKojIqSvX4+uNT4J0CGAaYvmAgckclEZXRlzCbTfj++69gNBogkUgxceJUDBgwiLgcQ/0RtFTvASAgLHYSwuMnE5cRKvqdB+3zXYXYn1cDi82J+mYr9EY7Wkx2bN5ViOP5daLnd+RthePMT4DNBMFqABwWCC21sO5YD76llsArAJqseryd976HcQYAVt6G7WW7sbviABFZbdS+/y5MJ08ATg7gODibm1H7/ruwFBaImvfi2Voc3VcKq9kBq8XhKtJpaLbhm09PE1h536WxsQFnzpwAz/MAgIaGeuzduyMkssxNeWip3gWeM4OzN6Gh5HM4bI0hkUXxz7nSJmw9Ug4nL0AAcLG8Ge//dJG4HMsPL7YaZwBgNcLy3fPEZfzPvmfcjlscRnxT+ANRGfa6OjR88TkEjms9Li9D5RuvEZUBAN98chq8s1V/CQKw63vyn0lfYuvW72A0GgAATieH/ft3gfvlMyKFzVSBprJv4XS0wOkwQF/5E6wthURlhJJ+5UE7dqEWW4+W+zz/8ubTePHBKQjXdP7Jyll1wfsJgYdl/4fQLHio03O3UdhcDF7g/V5zSV+ImSlTRMmp++pLNH31ud9rLPkXoMrK7rSMylJPI7ONliYrXntmJ66/awziEsI6LcMbFQWncXLXl7CaDcjMnYiRM5aAZcV7nji9BaatRRBMDs+TLKBdNBBSAl7Bmpoq/Pjj1x7jxcWFyM4uQ3Jyqqj5rcYS1BVtgsAZfVwhwGYsg0wRJUrO2SYjPimshr1d9XyVhMWvc5KRoiXr5egLHDpb4zG253gFViwg533geR6wW9wHbb6+C53Hzts9xnZVHMCirAXEZBgOH/QYM586SWz+Npycp05urDciKkZLVM7Zgz8i//hOSCRS5E5aiKzh5D1C+ndPAlf8JCWjYhE2kqw3UK93f8ATBAG1tdVISkohJsNmLPEYsxpLoAwn6wl+90I5zrdc/r0sT4/FuLgI0fP2Gw+aIAj4v8/PBLzuT6/uFyeH8X2T50uOw9niqVw7Snp44JtvMNf4Q+D5gMYZALQcPiRKjsMe+Inp83ePi5LRHqvZgH1fvwNDUy0cNgvyj/2MSyf3EJnbp3EGADxg/F6cxxFo/S5v2/YdBMF7S6Dt27+Hw+FjDcHMz3OoK/jYj3HWikIjTmEbHBzev1TlYZwBgMXJY8PFCp+vsT+z80Slx1jnP23vkN4u7QjJmgSi8zV89QXR+ToCaeOsouA0Tu/9GjazAWZDEw7/9CGa6iqIyjAUNrgZZwDgPCF+dykYJBKyPqOWusMeYwYvY2Kw2+1uxhkAbC4h8371GwPNYHa0/855xe4Ud0MQeP8Gh/nLp+FsKBUlI0YVDRnr+4usYOUYoMsUJcNRF9wXzF7h2yMZDM16S8BrSPYm5J1ObP3wefBO98+ppuS86Lm5erNv46wNh3/PZzBYrRa/WwGCIHg8nXYEh7UOAm/1ew0jUUGqiOm0DAAoN1r9/ibNHA+DwylKBqVz2Gy2bpNt5gLrhA5BeNusI3y43tN7J4a6cs8HvPoK8Q99V+I8QNbg6whHj5J9v3hHi8dYIN3WUQ42kPcst9FvDDSPRwIfiH1DpMkBAqcteli2/p9oz0BqmG83sI23480zGwNug/pDGh0d1HVsmLitR4VCJur/O8qhH96HqbnBY9ygrxc9t/GnroltUCpVYBjG7zXh4RGdnl+qjAHgf37BaUFj+XedlgEACWpFwGtKDIRv1pSgUCgCfzYkkMBzxyFNK87735O4ZfVEovNVFHjG5daWXyIqA4ndl5g1ZMgIwjOG3gM/Ikwesrn7jYGWVxScRyEzUZxLWhKbEfAaobkGgsV37FUw3Dhwid9bqN7WjBa7odPz8xZzUNdJNCJd+F24hVV+8SRKzh/1es6o9zTaOoLA8YA9sLeHTdKIkyMI2L17e0ADn+M6v+nFsjKw0sCfq7VZ3I3BGcRnf6HZJEoGpXPY7Z6xYaGA9fKg0ewQpxt7Elu35BGdz2LUe4w1VBYRlYGK7vvNVVZ6xoz1dE4ZQvdb6TcGWnR4cMHGCSJjBuwXgotlEhTi5Gy+9LXfZwOFRI5weee9W6xSFdR1jlpxMXX6xq7xkFhNLdj3zTvw9UQl8Bz0tZ137TNSFl6cAR7wLeJ+zJcuXUBxsf8tDY1GC5VK3FOwWjcw4DXKsAxRMiLlsoBvWYmR7HYEJTjk8tB5Ba7EIXhuP7LB/JB6CfOuzSU6n9PLdq2TIxwGIPIhUgyZmTmEZwy9iTMuIrh7ZWfoNwba3ryqoK5rNoqLveCrfWRxegiqFiWnoLnY73kJIxVVB42rDzLIUeSTttkc3PvtEBmL1FhTCoH3v+VbWRQ4icQfsuwgtoWN4sK5q6r8G5Esy2LGjHmig7xVEUP9y5FqEJV2rSgZEpbBvBT/71mDzQGeJgp0OQZD573vYilsKe422aT55hPS2aKevwWHLbjdjqCpJjxfB7hwQZwObo8y3LPCgFxDdgu9yhE6/dRvDLR5Y4P7UAorPYMKOwITH9jzAABMROcz4HiBh1Pwb7CYOTPONuR3WoYsNq7T/9sRgi1EK5OJe6qOjE8DE8BgTcwQ97SrHBYb+CL/oV0BiY9P9Hue53lYgtye9oXAc6gv+sTvNXJVQsA4uGAYH6uD1M88Mpbxug1GCS1hImNLxcAKfee2tOjGkUTnk8k9d4IiYgkXw43u2rjgKyHtQbNbPGuPOryMiSFFGbpqZX3nlxAAnSa4oFezTZynRp4xJoirGFEeDm8Far1xqq7zTyOMVAomKrhEATEkZ0SGXAYAnDu0DYKfpAldTBIi48XV33Gag/COifzFxQZhOBcUBOnF9QFna4LgpT7VlViNxaITXRqtdjxzohCcn3lomY3+h4HrPu8daT56S1wZovYsf+D/eYxddfufiMpAddfEH3rj7FmyHkfe4fldEniyGcoV1tBlCfcbAy1M3TVPBZLkwYEvEukRiFDoIPFTb62NEbHiWvEIxtArysbawCnKYh0oTs6Bi8f9V9hvrq8UnQ1lPRhEDJtE3IupCKKsiVQq7rsuVUQioKtPcMLUKK7Twxvny8EFsL8i5f2qljYFQKKabB207uTmVROIzvfx87/zGNv0yp+JykBC18QfeiM1VVx5KE9C732PcIauJE2/MdCcBGtp+UOwB/FhiSh/AQAswyIjPM3vNZEKHYZGi3QXd0EmV111YCNQrBOloSq4zKCy/M4XxBUcTvBNgQPaGZFbtQ0Ngd3zFou4xAuGlQJBPABYDOIMWmMQcYUDwmkv1r6MxMsNdHB0cGEivQHSddC8wbXv+CCWBtJlj4OHtAcNEF93MhCbKkPnyOg3Bpo1iBIIRORsC6bHmzir/nD1cRQ0+0+tbrI1Y3dF57si8CIq0XcEhz30P6DopIygrmNFeJ4YmSS4j1Uq7ienCKLBc3S0uAKygsADXrLr2qMKHyBKjkoS+L0wkc5Qo/QonF6C3k/UkA0U705I10HzDmEvUTdmcQ4bNorwjKE3cZYlhO796jcGWrB10MTCNwbRJUBkht3p+rNBXXemvvPV8W0lXVOPpitCjCQSKbQRgWO3jE2db88hCEJQNRGZIIwSscjl4rY47ZYgSqcwMqgDZHoGYkRU4FIzlUFm+VLI0p1ZnI32pm6TTZovPyDbps4brIRwWZKK0FXGD0RhYecT27wT+htMoTN0ZWH6jYE2ICU8qOvUCnFviSQmI+A1jM5/Jl4ghscMCfK6zt9A5cnJwV0o0tgMNr7MZhXn0RsxbXHAa5KzOx+zF2xGoyzI76EvMjICN6bPzhbXNFuuCiIGSHCgoeQrUXIGRQQ20LguCk2guNOdWZwqNrialb2BJbeOJjuhl0x0uYqwBye++97/kSPHE54x9Ds0uVraSUA0jS3BPYn//qZRouQoZq4C/PTJhFwF1ZJ1omRkhKcHdd2QqM7HctgD1NtqI2zGzE7LABC0d76sSNxTdWrOKGijfBseDCtB1rDJomQEg3KkuADoxMRkSKX+A+cDnQ8EwzBgJIGLL9pN4nrKDtSpA+ZMBEoioIQGPkDNwFAiMH3nQ//4bbKNuSVevGXEw+Aru684dE1N9/UB7Sx5RtpJQDRskN/i/9skLjPNfvIbwE/DdPXSv0EiFxf4HK2KBBPgZ8mCRaQyotMyFOnBZdPwZnE1t9ggP5jEVHGeJ0NTLYyNvrfu4tPEJVQIghDUr8l6SlyBYgAYNMh/vbbjx8XfFGTywOVPxBZ8PFrfAmeAe3GCuvsyyvozYgsdiyFOJS6Gsidx00qyHiFVWITHWExyYK96h0gOXWX8QKSnZ3Wb7M6So+7FddA2bdqEefPmYdq0aXj88cfBtWtVsW7dOthsrd6tbdu2Yc6cOZg4cSLWrl1LtB/cz8crg7qu2SRuK81Zec7vefNnj4Kr8d+qJxCCIEAIsLeeE5ktqpMAK5EAQTRMtl4QV3Mr2ITWhlpx/eFamwx7f8900YmYuPB2UfMLNmdQ3nRHufjYntGjx0Mm8x1nVlMTXNcMv7CB49jCYsaKElEWRBunsdHiDHMS9BQd1pWIzQQWg4nrvkr2pNny0Qmi8yVnDfcYi00mbNTUdV/cZ0lJIdH5WIkXZwhL9qHvsD50HseQGmh5eXnYsGEDPvnkE2zfvh16vR7vv/++6/wXX3yBTZs2AQCMRiMef/xxvPrqq9izZw9YlsWGDRuIrWXWGHFxX8EiBGq7wTth+eEFUTIkrARamX8vHC+ylIfgdAK2wD9UPohr/KEJC+7HkpCsEyWn7IJnsO6EBbfhhoeex8I7/wKlWlzMDauUgtUFUQxZJf5pi2VZjB8/xed5m8jPBAAYSSADTQK5WtxvKjMs8JN6kbH7DAWgZ+mwrkSl6j4vipzpvkr2pLn25lFE52O87DjIFIRL0WR3TfFwbwwcGFx8dbDwTi/6I0AR7o4yJbqXZnGWlpbinnvuQVRUFORyOZYsWYL8/NYsjUuXLuHVV19FREQEAGDXrl2YMWMGBg8eDJlMhjVr1uDzzz8ntpbG5uA+FNH7+VwQ1rTVCIETdxNVSPwHclaZxDUxt9cE9/9B1X3zQ+bA4LoV2EV2eNDXe3pQD/3wPj779xr89MG/YNR3PoOzDTYhcNC7QKDci9lsQkGB72wnq1W8UcMI/n8JMlUMGJFPoqkaRcDfW7mpe7M4e5IO60rMIkMXxFBv65qM+65gx7f+d1Q6isNL+SPivTgJePk7i9lMOoM09PGMhhC2JgupgXb11Vfjuuuucx1v2bIFU6ZMgdlsxpo1a/DUU09Bo2m1Pqurq5GVddlVGxMTA5PJRKzVS0J0cE8ZWpEeDjYqcFwOo44AIw2u9ZQvBkX6r0EldptAnhBkMLvIgHRjkAGWwXrafCGR+F5nY3UJDv/0saj5AYC7GMSNJZh2UAE4fHi/321MsZ0EAIAP8JTpsNTAohd383knvzKg+rR0cx20nqTDuhK1uvsKBOtk3ZdBSprZ15D1CJVfOOYxVnrec0wUmd0XVqBUirsvdgcykc4Wf3RZH5U33ngDgiBg0aJF+NOf/oSlS5di3Lhxbte0L1UgCEKHGzJHR3v3Yuw5E5xHKD0xHLGxnVcQyvELULfFfy2XxBvXQilCBgDco7sJl34sQK2pwet5XuBFvQ6n1YqLQVwnkclEyWluDOztUamliIsTpzScTv+FV5tqSsW9XzYO+mBKQtjFfS4AUF3tP9PJ6eREy6i9GFjpSFAv7rN3BC6GaxcE0a+FFF2hw3zpr2Ag+T45HA5486N0xWdhclqIyvGljbvitWx69yju+8MsYvPZvXjLWhqriL4WY5kR3n6ZXfF+FRZewKBB5GLqSsHAmxeN5Gv5uNh74hcJGV1ioL333nvYv38/1q9fj6+++go//fQT9u7di//85z9obGzEnDlz8Oijj+LQocuNZevr66HVdlxZNTQYwXu5UY7IjAjq/8cMjEFdXeddvHxYRmubHMH7kz+jS4BBngCDCBltLEibi43nPvF6TiNVi3odAMDI5RACBDkrcwaJkpOWFRUwASB7SJzo1xKblIWaMt+Gc0xytigZwXpJJNEqUXKcTi5gjBnLsqLfL5kqA1aj/4xTnk0UJSdaLkOdzb9HMVPr//1iWUaUURMsXaXDfOmvYBD7mXeHDAkjgbOdrpycMJaoHNWo0bCc8IxB7Yr3a/mKMUTlhEXEoqVdNnpi1jCyr2VkHLDDs4ROV7xfKSmZZOWwCoBvH3YkISrj6ig1TnqZLxgZgfRXl2Rxfvvtt3j11Vchl8tx3XXX4fjx49i7dy/27t2LxMREbN++HTNmzMCuXbtQUFAAjuPw4osvYsmSJcTWEa5RID0+sLIcNzhenCBWAjbCx/YgK4Nq9j3i5v+FalMNdpTt8Xl+VspU0TJSHvkz4KdKNaNUIvHu1aJkTJqVhYgo3wHJMjmLSbPEP1FNvHoFohLc68cxDAuJVI6krGEYP/9mUfMHE1vGhsmhmZUhSo7B0CLq/4NFEzXS7/mIpHlQ6cT1TLwjJ8nv+XSNEkszAneACDU9RYe10QXNKAAAbIp7xqAkk2zjbwD4y7g1bscMGFyfQ/Y9S33gIY8x3e0riMrwhYNwi8Gr73oUkitCGBTqMExaSPa1SFu6rxfnuXN5ROeTyjzv+ayMbFC/RWS4kj9C6kH75ptv8Nhjj0Gr1WL+/PkAgNzcXKxfv97jWq1Wi3Xr1mHVqlUwm82YPXs2Vq5cSXQ991ybi8fe8t28Vi5loVWJi9+xHfgIfJOPLSjeAUf+XkjixNetef/8Zyg3+i4d8m3xVkxIHIsYVVSnZcgTksCwbGtGpxcEqxXWslKoB4psyu4Hh52HyWBDRJS4mBiVVof5t/6B0Ko8YRVSsJFKnw3TGa0c4cvFx6M0NtYHvCYysvOfeRsyVSzgY3tArklHeLzvLNJgiVbKkaxWoKJdO6dktQK/zU0TPT8JepoOA4Cc1AicK9G7jXUwEiQo+HL3npjO4iPEZbx99j23YwECDlcfx/gEchX4m3bv8hhr+fgjxM+aS0wGALASBny7wn5SGXlr+obf/Yv4nFciSQ0HjraLcQ3B98sb48aRrRsn1ySBs7nrTLkiuMS0YIlXKyBh4FbTMUpBxrQKqYG2aNEiLFq0yO8127dvd/09b948zJs3L2TrSYrRIEwlg8Hi/Qnhj7eMEi3DWVcs6nywlLaU+z0vQEC5oUKUgWavqoIQoGm68cRxUQaa3cZBHyAOra7aKNpA6wo0M9Nh+rkEvJe6ONI4MutvbPQec9hGeHgE5sxZSESW9wwoBg5zBfSV2xGRNEe0hJuzE7CpqAalRivAAGkaFa7P7H6vWRs9TYcBwLThSR4G2qQhsURlOJ1OeHz+Ikv3eKPe4vl9PlJD1kBr/nm7x1ggvdYZ2htnAGA22qEN712tqwQfD5mkUas1MJvdw1sEwhmRcmU82kftSVX+Pfed4ZbsRHxWVAOrk4dOLsXKnCBbJQagy5IEegoSP71l9p6uwoDkCFHzS5MGw9HsO3ZHmjRY1PxtDIzMxrlG3zFVUkaCTF2GKBmKlBSwKjV4i++MULHNv6WywI1mhV7Sj1GiU0J7VRZaPj3rcW9zFOrBDYqBNE6cez0hIQlnz17udsEwDK6+eimio2M6nFDjD4ZhodCkwebRzkmAIHBoqdkDhTYNqnD/2cSBiFbKsXqIuI4E/Y2TBZ5e1GMX/RvuHUUikbT2fbzSKGPJN4VO1SahoKXYbWxWyjSiMsKnTkN9ibuMkLgcvaBQha6RdqiQeHuYJOQRupL09EycO3fZS6vRaKHVkk1E4ByeISG8Q09UBgAMjdTir5HkY2H7TasnADieXwe9n7IOx/PFKznFxJsgHTgFjEILRpcARqVr7c0pVUA2eBbkY5eKlgEAtw/5FYbHDIGclXu0fZKxUtw+5EboFCKLr8rlSP7dw2D9pNw7m8XFRJmMgbMF9U3dW6y0I7AqGdSz0uGtyaSzQXy9opSUdAwcONhljLEsi2+//RybN3+IqiD7pwaD02GE4CPRpQ27mUDHAkqHuVCm9xizOch7txTzf3vZKGOlUC54mLiMlbm3uR2rJEoMiSYbMiFYvXiElF3j1aqp6L6aYp3G6vm7Z0PQzigjY4BbS7Hk5FTiLcY4LzX1HPZmojJCSb/yoL325Rm/51vMdtTqLYiL6HwVbUaugmq298B5wW4B/NTj6ggRCh3uHHoL1u35h0fbJwfP4aK+kMg2gWrgQCTcvRqVL7/o9bx6sLi4Km1Y4ADL9GzxMVW+cNhtkEilYAl6B2RJ4VDPyoB5W5HbuDSIQraB4Hke5eUlrqxR5y/xgSaTEbt3b8cNN9xGRMk1VWyF3ezf4FOGZYiWQ+k4XBfVhpNnjIV81X8g2M1gRPYP9sUrp/7jdmxxWnGw6hgmJo4hJkM1NBfY/JnbmEwXQWx+fySnh6YqP+ewg2EYt4QBUrARSjAqKQTL5WIbsmTytdH27NkOnr/8YJGffw5jxkyEXE6uFRPv9NzKFpzdW/y6I/QrA40L1JkZQFmNQZSB5g3e2AjLtlfB11wCo42GctYqSJPEGTa15nq8cuIt2H0UFD1TL76Ctb2mGpWvvgJ7hfd4N0YuR/hkccHinJ8nf4YBxk1LR3wSeeXgsNtw8Lt3UVFwBgqVGqNmLUfGEHEBqoKTh3l/ORwFTZcHGYDRyKAanQhJpPjvldls8tkn0Wq1wGw2EdkmcFj8e8ekihgoRDZLp3QOkxcPRyhwNpTCuu118PpKsFEpUM79DSSRZGJr2qg3e9murT1B1EATTJ5lfCS/dH8gSfsdYaA1i1NOcHtQEHgc274Jhaf3gZVIMHj8fOROWkBsfqC1nZQ0KeyyHmMZyDLEtdrzhsnk2TWgvr4WSUkpxGTwnKcMnu89Blq/2uJUygN7SWIIG2cAYDvwIfiaSwAAwdgA6/Y3IPDilOzHFz5Hg9V35fpmewuqTbWiZNRs/K9P4wwAVIPEx9PJ5BKE+ehhKQiAVBqaGI7zh39yNVC3WUw4/OMHsJrFbUfY8xvdjTMAEABWLoE8i8yTtEajRViYd2Wp0Wih0ZCJg1CEZfo9r432X4aDEjqykrqmcK/15/+A17dmivON5bDueoe8EC+xYAlqkaWO2sF7qeVoKy0hKgPwnkMhkZKNdSu9cByXTu4GzzvBOew4s+8b1FeSbTDOWxzueowXYN7lWRdNLN46nsTGkv3sNZGezeVV4aGrOkCafmWgrbt9DCRems1eSXOQrYc6grPe/cstmPUQLOJit8qMgeON/JXhCAZrcZHf82GEUqKjYnwHztfXkO7N1kpTrbvhyTudaGnwX5g1EM5G7zFmzkYrsXY/DMNg9uz5UCg8Y2iGDRtFLFFAKguHv9x6ztELY2v6CHPHeHouJw8je2MTBAF8g7ve4uvJ36S9fcOqzeL6CLfH6KVIrRCg2DMpmgnHzzbVlHmO1frP6O8oXI2nx5E3kc96Vak8nSEWPwlpnUGXON1jLDxxPlEZoaRfGWgsy8LpJyNQJmGRHYK9dmmy+3YmG5EERh0has5AvTiljAQDIvx7Qfwh8Dzgo/4ZADBSKTTDRnR6/isZOirR57nk9AgiMtoTn+b+FCVTqBAZL672ljTRu2dDmqglmmEZERGFkSPHusuQypCZKb6+HgA4rA3QV26Fv0bDxrpDsJnI3hgowVHd6HkDvVhGNvCZYRhI2umt9sckCJd7/mZGx5LRK23IErzoF558UoVHzTMGiIohm9kXnz7IXQTDIC5VXMHo9khTPO+BkkjySRXJye4PGlptGMLCyN5/qy78x2OsNv81ojJCSb8y0Epr/T/1D0mPgEZJPuhSMfEmyAZNB6OOgCQ5F8qrHhB9wx4bP8rnOQkjwV1Db0WEovNxA05Di99aQQn3/gZSHZm4BKVaBpmXgo5ZOTEYPCLIpu0dZODoWRg8fh5U2ghEJ2Zg+pLVkMnFVYSWZ0VCmux5wxEYQODI3hAGDRqK4cNHQ63WIDo6FnPmLIBc5PrbcFiC82DYLeI8jpTOcbHc0xgzmsl7/pWz7oE0YwwYlQ7SzHFQziBfdDdJ7fn7lkvJBYkDgOX8Wc/BEDSwb6+r4nw8sIkhMWMIxsy+AdqIWIRHJ2LSNXdCF+37AbczsFIWbJS7QSYfQb424ahR45GTMwQqlRoJCUmYPfsqog+yAMBZPMN8nPau6cZCgn6VJDAoNdJHbfRWLlY0w8E5ISMU9yTwPAS7CawyDPLxN0A+/gawavFGjZN34pMLX/g+LzhxuuEsRsd77r8Hi1QXAXlyis8YNGtBAcJGj/V6riMIgoDtX1+Aw0uyQPGlBghCaEoWsSyLkdOvQ+6khRAEHjK5+CdEp94KzktavbPSCNu5OiiHk9uGYhgGQ4eOwIgRY1prVhFEoU3z20+2DaU2g6hcSnDEeIvZDMGPhNVEQj73txDqCsDEZoMl/D0DgBKjp37RW/REZUTMnQ9LnnsGPxOCMhtnjrqHlNRWGsBxHKRSsrfZgaNnICN3AhiGhVRG1pgFAGeLFXyje2kSy+5SKG7p/P3EG1KpFJMmTceoUeMhl8uJl9gAAKUuBxa9e/souYZcEkKo6VcGWmSYAvPGpeKnI577+ABgsTlRWW9CeoJ4NytXeQ7WHW9CMDUCEhnwS7ovG50O9bK/ghFR1sHoMKM5wFNAmUF8Tay4W29H+b/+n9ftgKbvv4X5wnmkrfsfUU89nIP3GafB8wIsZjs02tD0Ojuz71ucP7wNPO9ERu4EjJt3sygl4fQTb+IoNxAz0Ox2O3bt2obKyjLI5QqMGzcJAwYMCvyPQSKRaRGbdROaq36G3VoP8BwAAQwrg8A7wEgUiExeAJkyhphMSvDUN3vGT5GKcbwS29EvYT/6uetYPulmKEaQ6lLRioXzrFF2QX8Jc9JnEJPBejGQBC8xnKGgodaE+CRyGZA8z+Potk9QlHcALCPBoHFzMHyq/04XHcVR5uXeYie/JWw2m7Bz51bU1dVApVJh8uQZSElJD/yPHSA283qUny4Fz7U+ODMSFRJy7iIqI5T0KwMNABZNTseO4+U+S258vrsIv/+VuAw1gecvG2eAyzgDAL6hBPbjX0Exdlmn59cpwpCkSUClyfcW04iY3E7P30bjli/9xmrYigqh37ENkXM639pGJpcgPjkcNRWeSkGmkITMOKuvLELege9dx0VnDiA2ZQAyh3a+IbQ0XguwDOAlztHZaIbA8WCk4p8Sz5w5gcrK1ocMu92GAwd2Izk5zWvQbWdRhQ8Q3SWAEhpavBR3DkWh2iuNMwCwH/iYuIGWHp6Ci3r3LMQ5aeSMMwCo/vB9z8FmPVEZQKsTs72dTNI4A4DSC0dReHofAMAJHmcP/oCEjMGITSYTfwoA0owI4Ei7Mjt+OvB0lmPHDqGurjWcwmKxYM+en/GrX90GCaFaoW2kDCdfYLmr6FcxaABgsjqg0/i+6VfUic8aFGzGy8aZF5zVl0TLuGf4CuRGD0akIgKDI92DRDVSNRZlic9UsVUG9sJZ8i+IljP/uiHIGBjtFoemUEmx9NbQlXLQ13m+Nm9jHYG3OMAofHhGOQG8iUycUFOTe8cLnufR3Nzk42pKX6OuJfS9Ep1eE4TIe+nuHHKL27FKogyYANVRnFXistmD5bpbRrrtNE+/ivwDTnOd52sRq7faw9i9fPYhaFnV1OR+j7TbbTB5qVnXn+l3HrT3fsxHgx8FNzJb/LYNqwoHG50OvsF7rR3pgEmiZcSpY3H/yNag3d///KjbORNnxom6MxgTJy4bSp07DIb9+/xeEz5lqigZABCmU+Lq64e5jjmOh8PuhEpNPmGjjfi0HDAMC+GK4kWJ6eLquln2lblV324PG07GG5iYmIKKisvb9HK5AjExPafBOCW0jB0YgwPn6tzGZIQ9HK29ONvFIbLkbxevnFzvdmxxWrGn/CCmpUwkJkM7ZSqM+/YSm88XSWkRuO/PM2E22qFUy8AGKOnUGeLTB+P8kW2uY4ZhEZ9GLrwBaE1q8sBMvjhyUlKy28NmWFg48SzO3k6/MtBazHavfezayEzQ4vYFZL7sqvm/hXXfB+AbywCJDIKhHmAYyHKmQT7IszZLZxEEAQ7eM9uypKVMtIEWf/udcDQ1wnr+vNfzmtFjoR0xSpSM9pw7WYV92wtgtzmRkhGBq5bmQqEk/zUNi4zDlGtX4uyB7+HkHBg4eiYSMsSVEXA2BfBs8AKRrYLBg3Nhs1lRVHQJGo0WY8ZMIB6ITOm5DM+O9TDQJuWSz3ZWXrMG1u//DTjtgFQO1aI/EZfRaPXMSD3dkEfUQNNNmuJpoGWT9241NZjxw+d5aKo3QxOmwLxrByMpLYKojIT0QRg77yZcPL4TrESK3IkLEB5Ftgaet0Qnb2EbYhk1ahycTh5lZcXQ6SIwbtxk4lmcvZ1+pdW/3FMEvt0XLTspHA8sHw61UgYZgfigNtjwOKgX/p7YfL5osjVDLVHB7HQPUB8ZKz4GjVUokPbHta1ytv6Iuo8+uHxOpULi3atEy7iS+hojdv6Q76rIXV6sx7H9pZg8O4uYDJvFBFbCwmGzQRsRjVk3/BZype9CuR1BmhTmXbm1yb7QAOXQWNFyWJbF6NHjMXToCDAM4+pdZzaboVAoiGd1tiEIApycERIp2bpulI4RrvHM3AvFxyFLzoXs7vWBLxRBpi4NF5rcQz7mp88mKkOVlQVWpQJ/RYu0uEniWtR5Y89Pl9BU31po1WSwYfs3F3DbfROI/1YGjJiK8Ig4SBUKRIms3eiNropBk0ikmDBhCrKzcxAWFk60B2d7eKe1tauLtGuSQ0jRrwy08yWecTpltUY8/MpeaJRS3DY/JyRPoqHimcP/dmVrMmBcTdPlrAwmB7mKzIbDh9Cw5ctWOTIZFKlpiL3xZrBKMkHp+kYzvt+c51JuV3L2RCXGTkkT3c/OyTlw4Lt3UX7xpMe5tMFjMfmaO0XNDwDqqamwHK4EV2sCI5eAb+dRa3/cWXiex4EDu1FQkA+GYZCdnYPGxgY0NNRBoVBi8uTpSEvrfJFib9jMlagv+gxOux5SeSRiMm+AXE22/hIlOFq8xDJ6K1PTG1gx+CY8tv9J17FSohRVYNsbrFIF3fSZaNr6I8DzkMXGQTu+88lAvqgq17sdG5qtxHtxWq1GfPXaY67QDIlMjhsefI7Y/ID3GDRGR954qqurxY8/fg2nszUsJDd3JMaOJec5baOp/AcY6g8DggBN9GhEpS7qNQ+Y/SZJwMHxXmPP7L8UEDVZOWz4/jzMVt8xRD2Jn0p2uJXSEK4I4LXzDrx37lM4ePGvhbdaUb3hbfC/BG8KDgfkSclQDSBXvXrvtgKvxhkA2G1OnDwkvmL9pVN7vBpnAFB6/igaqsX35mNVMmhmpEN3w1Bo52d5PHV6K2LbGUpKCnHp0oXWdjw8j4sXz6OhoXXLy2azYt++XeA4st/jxtItcNr1AADO3oTG0q+Jzk8JnsoGL50EKsh2EugqXj7h7qGzOq3YXb6fqAxHU5PLOAMAR10t9D/9QFQGADg5z21AhiW7Nbj9wxfd4madDjv2bnmLqAxWpwSjcY//ladGEJUBALt2bXUZZwCQl3cSVivZBBhLSwEMdQd/aZQqwNRwDBb9OaIyQkm/MdCaTTbYAzxl2h08ygJ0G+gpFDb7NyiMDhMMdvGvxdFQD8Hm/qOxV5Jt8VMVoE1NhRfPZ0dprq/ye76uXHxm7ZWwKhk0czMhiVWD1SmgHJ8EeUYEkbn1et8ZwkBrNpTZTDYbytGuIrfd6lmhm9I1FHgxxgymruktSZpGq+dvO6/Be8xrZ7FXVXqUC7L5KMBNmtoqsr2EzQbP96uhimyPVIZloJ2bCWlyGNgwORS5sVCOIBvnBgBWq2fdyMbGeqIy2ustALBbyfZ6DSX9xkCLDlciyU9T7jZOFzYEvCZYBN4J3lAPQeDB2y3gagvdnn7EMCnRf6PyBHUcopSRouXIE5MgiYpyGyPVgxMAyooa4fCW1n0FDXXijY3EjKF+z6cPHidaRntkiWEIu2YgwpcOJhJ71kZSkv+4k7AwHfFsKGW7mmi0Rlr3oZB7xhj6KOsoGqfdDnvhYTid5FtJAfAaPBerJPdbAQBVVjZYtdptTDOcbL9PX4RHko0iikvN8RjLHiE+k749kkgVtPOyEL58CFTjksCEICM1MjLa7ZhhWCQkJBGVoQzPAuC+dlVY79Fd/SYGjWEYTBkWj007C/22YatqIBO7xVVfhHXbqxBMTYBcBdh/eVqQSKFa+AePBuodZWi0/2zTGwZeJ2r+NqyFBeCN7k+B5ov5iLRaiMSgNdYFfr/tNvEp3qk5ozB69vW4dHIP7BYj7Darq8XTqJnLoNKSLSgZSuLjEzB16iycO3caLMti6NARqK+vQ1lZCXQ6HcaOnUQ8xiI6fQlqL70Ph6XVE8k7beCdNrCS0BQSpvimzkvHCmcIsuysBz+B4+S3rmP52GVQjF1CVAYLz+9pnbXOy5UiZCiVkISFgTf/omsYBopMcolH/sg7UoNJs8n15Jyx7F58/fbfYdK3vkfRSZnInbSA2Pxdybx51+DHH79GU1MjFAoFpkyZSbzdk0wZB2V4NqwtrTskCk0a5JpkojJCSb8x0IwWB77cUxywR+7w7Gj/FwSJbdfbrcYZcNk4AwAnB+v216Fd8W9R88tYKXIiByC/yXNrLlYZjUFRZJ4Sqta/BsHu/vRsOXcWTT/+gOjrloqePzUrEtju/5qYeK1oOQCQM3omMoZOgJNzQKUJhyDwaKgqRjjhZsNdQVJSKiIiIhEWpoPDYUdGRjbGjRNfX88XvNPqMs4AwGYshqHuIHQJZKu+UwKjkHfNxseVxhkA2I9+QdxAy4rIwLnGfLexBelziMownDgBR80V21qCgMqXXkT2cy8QleONibPIVfhvY/HK/0Ft+SXIZApExqcSn7+rkMvlWLx4OUpKihAXFweVikw2/ZVYDQUu4wwAbKZSmPXnoIkUX+WgK+g3Blqd3gIH53t7Ua2Q4upJaZg5UryLVeB58HrfbZgEK5k4t7uG3oLPLn6Jcw35cPAOsIwEGbpU3JyzDCwjXonzHAeu0Xu8U/OunYi6ZjEYkfW3lEoZwiOUaNH7Dg4dM5mMEjq99xucP7IVvNOJ6MRMNNWUgudbvXNDJy4g3tMuVPz8848oLS12G4uLS8CsWVdBGYIm0ADgsHh6Nexe4jsooafJ4LndSLoVZ1d1Enhg1Co8efB5VJqqwYLB9JQpyIwg24/ReOKYx5jT4L+XMSlIZ3HaLRZ89eb/wMm1fgcUKi2W/uYpYvN3JSUlRdi58yfXcXJyGubOJdtKzJveclhqAGqg9SxS47SQsIzPrYDkWA0WTc4gIothWUhScuEsP+P1PBtFxuDQKcJw97DbiczlDZMXxdYGp29Cy4F90E0T50E5vKfYr3EmkbJIzYzyeT5YGmvKcPbg5cythqoit/NnD/6AwePmQKYg188yFFRVVXgYZwBQW1uNEycOY9IkckWQr0QQPG/YEqnay5WUUBOjU0JvdDfSSIcISSQSgJUA/BWfuyQ0nT0enbgmJPO2ocjMhGHPrpDK8AXpLM7dX73hMs4AwGYx4si2TzBu7o1E5XQFe/bscDuuqCiF0WiEVktmxwQAGG/fWab3mD39JklAKmEh+HnMLK42eBSxFYNy9mpIB0wGZFd4NBgGbExGSCpyhwJrcbHf801bf/L7ngZDY73/BICBQ+OIPIG2NPj2aLZh1JNLEAkVjY2+15iffw779u0S/Zl4w+nw9Diwkp5tzPZVvJUCCkEIGuRT3B/+FDN+TV5IF2ArKgp8UYggncVpbPL0CDVUFROV0VVcWWKjjepqsn1FBS9ddgDybatCRb8x0Or0Zr9KzMHxOHKBzJaNIAjgjfVgotMAh/XKE5CPvwEsocr1oYZr1vs9by8vg/nMaVEy0gPE/A0dRSY+LD4tBxI/HgCJVAZdLNkMolCQmup/++fSpfMoKxNf0609MmUsPLKhdORq4QEALwhosNrB8b2z6GpXIYRgq9EbXN5PbseO0z92iVzSKDMyuk12cpr4TPorSckZ5TGWM3omURndSWws2ULxrRmb7fRWOFm91YaD59FgtRN9QO49vj6RFFQEjjmoDODNCQa+pRamzx8HbN7nsv28HpLr1oHV9fyOBY7awPVibJUVolLWR01MhZPjcfpoBWw2rrUdB8tAEybHpFlZiE8iUy5CpdVhxvL7kLf/OzjsVqQPGYeSc0fR3FAFpVqLSYvuIp5BFArCw3WYNGkaDhzY4/Oa5gCGdUdwOgyoLfioNUGAkUIqDwMrUSEsbhIUmhRicqrNNmy8VIkmGwe1VIKbsuIxUNc7HmS6mmZjiEpeXIEgCOCbKt3G+Aay9ba6Cq87ASHwMi+/YxQ2bzzhCtWbdhX5cg5j5/wKLQ3VqC27BDBA+qCxyMwlX32/u6irq4ZORy6jXqqMgTIsC1ZDAQBArkmFXE3+Qfy83ohPC2tgcfKIVsiwYmAS4lTiuy/0GwNt7KBYsF/73woYOSBGtBzrzv/4NM4AQLC0wHbgY6gWPCRaVigRBAH26gDbgiwrup4QyzIYPz0D46dnwNBshVwhgUIZmliXuNSBiEu9/PQ0aCzZbLGuIidnKE6fPgGTyXP7hGEYJCeTy+zSV+28nL0pcHDaDUgYtgqslOz25lcltWiytW55mDknNhfX4pERGWB7SUuWriQzIRx57Yo3k45B81qmhVANx65GPXyERwwaIyOvY+KTdLj3kRlo0VsQFq6EhGBv5yuZ/asHQzJvV6NWazwKamdmkjVqrS2XXMYZANhNZTA3nYUmahgxGU5BwOaiWlicrb+PBpsD35bV4a4c8eU8+o2BJpNKcMOsbHyyo8DnNWcKG5CZKM5j4/STvdkGr/df1b4nINjtrvZO3mDVaiTcvRqKJPFfQruNw/eb81BRogcrYTBuSjrGTiWbydWXsFjMkPm4wWg0WqhU5IL3Oat7ZW9B4MDZ9ZATNNAO1OhRbHRPFGm2c2iyORCtDF0D5d6KNzNJLvMsXisG71mcvRNnnZe6alLyBlpDrRHfbcqDodkKpUqGudcORlqW+ASnvsrw4aNx8ODlnQCdLrI1OYUgDptnZwJvY2KwcE4YOfffS5mRTMuqnr+nQ5CDZ/3HmH2+uwhVXvrcdQQ2LLAXTpI+SpSMroBVKKAa7LuYLm+xQpVN5mnn1JEKVJToW+d1Cji0uxhNhAoGdzUCx4NrMIPTW1u3iawceMJbUqdOHYde7739ldFowOnTvrNvO4pK5165XCLXQaYi1/bFwjnxdZn3wqR7a/TE5PQlIrWeRitpRyPpG2V3woZ5ZgUKdvKtsfZsvQRDc+uN2WpxYOf3+SFJ2OkqnM0W2C76bysnhiNH3HuuNjc3wUC4/ElrxxO23RjZGDSJF/e11UnG29xvPGgAUN0Y+KZfUWdCYnTnY1/YiATwtV68dKpwsCodpGkjIB+7tNPzdyWJq3+D+s8+QcuhA0D75tsCD0d9PSQEUqL1Xj4XfYMZkdG9q4yDo6wFpp3Fl/vuyFjgl/6v0uQwaGZlgCGw7dHSovd7vqaGnIc2LG4SBMEJs/4cpPIIRCTNAUOgxl4bejvnM+ygzhr6WKveSFMXxKA5HN6y33on1kte9HEIDCd9o3uHB2OLjXgdtK7C8O1FOH/p8mLZVwb17HTI0yKIyvDmpa2pqSLapk6mjEVs1o1oqd0HQeARHjcZCsKdBKrNnsY+qW9XhzSt3W5HXV0d7PbeqThHDQzs3WoW2XRYluW9R6Zi/A3Q3PB3KCb8ynttlh6INDwc8b++GxGz53qck4SFQ5FKJtapfSanVMqAYRnX02hvQOAFmPaVujdFdFx+iuIqDLDnkynjkZLif/u3paUZPKFMSIZhoUuYjtismxGZshAypfg4zSuJV8mhlXr31gyJIFcPqY3ersOA1nja9sRFkI0J9LWF3huJWnytx5gyI5O4nIwB7nosKS2iVxpnziaLyzhrw7y7rEtkx8TEEZ9TpctBdMb1iMm4AeoIcS0WvZEZpvZoWKYmFH8YcBaDwYDXX38d1157LUaMGIHp06dj5MiRWLx4MV5++WU0NXnfamlj06ZNmDdvHqZNm4bHH38cHMfh559/xjXXXINp06ZhzZo1MP7S63Hbtm2YM2cOJk6ciLVr1xJXoncsGIQ5Y5IRqfXdP7DRIM5Ak6aNAhPumaHJRvS+dkKO+jqU/PVR6H/6wWMPhec4WIvF1xdq0Vvx83cX3MY4TsB3n53Be68dxNefnIKTkLs4lAgcD1j9x+04W8hsqwwenAuZzHdsltPphM1GRpYg8Kgv/gKVeS+iMu9F1BdvhkAwWJxlGKwekoJktQJShoGMZRAtl2JBSjQmx5HJ5upLOgwAVF5u+gmEvc3et+Z657anPDoabDtPf+xNNxOXU1ft3iGmoZZsDbSuwlHppdONny48JGloINuHVRAENJR8hcozL7Tqr6LPiOqvNu4cmAT5L1udWpkEv8sl47zwa6B9/vnnWLFiBRwOB5588kkcPXoUeXl5OHDgAJ566ilIpVKsXLkS77//vtf/z8vLw4YNG/DJJ59g+/bt0Ov1eP311/HEE0/gjTfewK5duxAXF4eXXnoJRqMRjz/+OF599VXs2bMHLMtiw4YNRF5kGyqFFDfNGQCjxbv7ngEweoDn02lHkY+4yn1edQQkseSf2EJN/eebYa/6JdW+ncIWLGbUfvCeaBk7v88H5/D9gykrbEL+mcDlProbVi6BJM7/1rgslYzBodc3wuHwfeOPjo6FSkXGo2Jpzoe56ZTr2Nx0Bhb9eSJztxGjlGPloGQ8kJuGx8cOwB9GZmJmYhSRhu99TYcBQGmN5w30YnkzURkMw0CaMcZtTJrtfXegp9Ny9DB4o7uxVPnKS8Tl1FW7y7BZOWIPSl2JbLBnbUo2rGuSdeLiyJafsrZchKnxhOvYrD8Lc1MeURkAkBOhwbpRWXhoWBrWjsxEuJzM++XX/+pwOPDpp596uLt1Oh1GjBiBESNG4N5778WXX37p9f9LS0txzz33ICqqNZNlyZIl2LBhA2677Tak/rI9dv311+PJJ5/Erl27MGPGDAwePBgAsGbNGqxYsQKrV68W/SKv5Kt9xXD48Mjcc91QDEgRfxOVDZkNcHY4Cg6C1URBPm45GEnvc3Xba/xnpDoCnA8Gb/Fn7WlusgS8piegmZUOy8EKcFVGgGUgTdSCt3IAx0MxKBqy5DAiclpa/N+Mp06dRUQOAHA2z21Zh5cxMeytbsIP5Q3gBAGJagXuHJiEcDmZ30tf1GFlNZ6eGYuX7gJiUc68GzZ1BJw1lyBJyIFi/PXEZXQF5jOeN2Snnwx1kpQX6ZE9mFxSTVcgkUigmpoKy4FywCmA1cqhWZwT+B8JUFtbTTQGzWHzTHIgrb8A4EyjEZuKa2Bz8oiQS3HHwCQkqH3v1AWLXy14442B+3uxLItly5Z5PXf11Ve7HW/ZsgW/+tWvsGjR5abUX3/9NaZMmYLq6mpkZWW5xmNiYmAymSAIApEnaaC1Uvm3+7xXWc/NiMSkoWSsd4ZhIB+xEPIRZBu/djXaUaNh87ONqR45SrSMnNw4HNvvP76hfWxHT4VVyaCZlRFyOQkJSWBZ1mucWUxMLCIiyFUvV4YPBCq348qwV5JZUAYHh+/K612JAlVmG36uasR16WRiUfqaDgOAjMQwnG1XB01JyKC9EkahgXLaHcTn7WrCpk1Dy+6f3cYkWjIPS4HobcZZG4oBUVAMCG2JEIlE4pEokJZGdqdJFT4A+sqtV9TwY6DWkTU2nbyAL0tqYfvF8aO3c/iurB6/HtRFddAEQcCFCxdcT4ad4Y033oAgCG6KbcuWLTh69CjeeecdbNy40UOJdUaxRUf7Diz+3zf3e82uSIvX4tG7JyFMTWsuXYli8jg0bPkS8FETyZp3BmGCBcq4zt9Mp8/LwakjFX63OQvO1WP4aHJV63s/Ybjxxhvx2WefgWuXXRseHobYWJI3nzA4TVNQV7YPgACZQoeYuGgoVIS8gU1GjyzOFp4n/Bp6jw7zp79csJ6xYDI5S/w96yvIKiVo3+GRlUqIv1/xyWGoqbi8/SxTkJfRl9BqtWhudt8NUKtZRESQe88EQQNjTRYMjZcAABpdKpJSB4Dx8hvqLAY7B1O7OmhNDo7IZx/0Y9cNN9yAM2fOdErIe++9h/3792P9+vWusa1bt+Kdd97BO++8A5lMhoSEBBw6dMh1vr6+vlNd7RsajF6bnhvMdhw9770OWmW9CbV1BlgJG2i83QJn+RlIEgdBsBrAqMLBKnvPD7bktTd9GmcAwBmNyP/PRiSu6vwWTqAYNAA4dbQc46anQ6EU5yWwmFrQXFeJsKg4aMJDX0DSqbeCUUrBily3d5QYPHgYzpw54TZaWFiIvLyLxGI5eM6C+vKDaPOgOWzNKMr7BtHpS4nMr+EF6GRSNDsuG5oDNUrU1XkJVPYCyzLBGTXoHTrMl/66kqo6z1pR+hZb0O9ZR3AaG8FdOgDpoKmQqMi14OlKiv/rGV/oqK8n/n5daZwBgMPmREVFA+SE4pHcZJVegFSmQHRiBvG52+BtHASzA2yEkqgH+DKeIfBmMw+Hg9znYm6+4DLOAMDUXIqSiwegiRLXAac96VolSq4oTjs4XB3U9yuQ/vJ757j22msRGRkJQRAgCALuuMPT3c0wDNLT0/HEE094nWPTpk349ttv8dZbb7m+qLt378a///1vvPPOO66+WzNmzMBzzz2HgoICpKen48UXX8SSJUsCvsBgqfETx8Q5BWw9UoblM7KJybOf3QHbnnfhVhGFlUA+dhkUoxcTkxNKHDWBg/PFxqEFW5DW2GKFQtn5sgsndn2BC0e2u45Tc0Zj8qI7idb0aoO3OGDaWgRnowVgGShHxkM5gtxWR2HhRRw4sBscx3nd6jQYWogZaJzDAEFw99J5i+voLBKWwcpBydha0QC9ncOIKC0mxJIzBPqSDmujtsmz/IwzgFHXGSy7NoA7/zMAwH7oE0iHXQXVlFuJywk19tLu6yFaW2FESia5h0G71Yxv3/kHbJbWOERtRCyuvutR4n2EbRfqYTlc2RqDFq6AZn4WJF4KJIvBW6aw1WohWuKFs3lmaJPUX23cOiARP5U3oNpiw8BwDWYnkfnMfRpoPM/j4YcfhkajgUQiwf3334+HHvLsH2k2m7F69WrceeedyM52N3C++eYbPPbYY9BqtZg/fz4AICsrC6dOnYJEInEpr6ioKGzZsgXr1q3DqlWrYDabMXv2bKxcuZLIiwSArKRwsIzvXpzfHSjB1RPTvaawdxSB52Hb/wE8ytXxTtiPbIJs4GSw2tDEVdVbGgAwiFGJ/4Ios7NhPnPa7zXaceIyuwYOjUNVmf+gd5ZlEBXb+eLB+rpKN+MMAMryjyNj6HgkZZHrydaG7Uxdq3EGALwA64lqyLIiiSg4juNw8OAe19Zme+NMKpUiKYncdrBMGQupItotWUCt6/w2oTdiVXLcMoB8GZq+psPaGJQWgYp69yB3pYJ8CYw248x1fOZHIEQGWrWpBkqpEhEK8l66sBkzYNi2lfi8wZCQGkF0vmM7NrmMMwAw6utw/sg2DJ0wn5gM3sa5jDMA4FtssB6vhmZ6GjEZgPfuF0ol2Xp+qvCBXmLQBhGVAQBhMimWZ5KPN/RpjbAsizlzLjeTlkgkGDt2LIDW1HOJROKK51i8eLFXV/6iRYvc4jUCMW/ePMybNy/o6zsCyzD4w02j8PwnJ70+bTp54F8fn8Ajt4yGQmxfO84GOH1U4hYE8C11xA00J+/E23nv40Rd6xbOmLgR+HXurWBFeIg0Q3N9G2gMg8irFyFy/oJOzw8AuaOTcO5klUeK+pUsuX2UKBe7sdl77zWjnmxPtjac7WvpCQBvsBMx0KxWq0eV9yu9aGFhOkgIZgwzDIO47Fuhr/oZnK0R6oghCIubTGz+UNLXdJgLLw+ZGiXZwrJd1YvT7LDg1ZNvo6ilBAwYzEmbjuUDyO4wMO27oABAF7Wysls5SAl6ngxNnmE6zXXtI+zEIZg594LbAHiR9UG90T5+FiDvQZMpoxGXfStaavb/0klgIuTq3lOTNOi7d1vBxbVr1+KPf/wjqqout5P55z//ifj4np+tYrE7/W4FFFa2YPfJStFyGLkKTLj3wHlGHQFJPLmt1DaO155yGWcAcKz2FE7Wiav3oh0z1vsJhsHAN/6D2OU3gCHgWh86yv8PxiCyzEZc6kBI5Uq3MYZlkZiZK2peX8jT3b0AjEoKaRyZQqJardajT+KVXrSmpgbk558lIqsNqSISMRnLkDDoboTHTwlRPEro6Qs6DAB0Xm74XtoBikIikQDtO55IxZcNaM/O8r0oamnNrBcgYFvpLpQbxOvgK1EP9fydM9IuKntE+IPJGub5cDRw9AyiMtgIBVid+2ctSyfv2fRWI47kw2UbyrAsxA24DfEDV3j0Fu7pBPVuOBwOmEwmOJ1OPPzww71GkbWnNogbfa2eTM0t9XWPwfLjv8E3VYCRqQB1OCTh8ZCPWxqSVk91Fs999dbtzs4ji4lF+NRpaNm7x/2EIKDx268Rvfg6UfO3odb4f8JsqDNBTGEHuUKFOTc+iKPbPkNLYzXUYZEYM/t6hEWKL0rsVV52FAROgL2wCaxaBuXIeDAScjEigRowk2443BfoKzoMAJq99OIMQQga1Msfh3nL04DVCKjCoF7yP8Rl1HnRUfWWBqSEJRGTwdV78ZR3kQetpdEMtZqccZM9YgpMLY0oOLUHDMMid9JCxCRlBf7HDsAwDDTzsmA9UQ2+xQZZug6KoeR1pbeK/s3NTVCre1cP5lAS0EB78cUXUVRUhKuuugpr1qzxOG+1WvHqq696PNX3REYNjMHmXQXgnN61GQNgbA6ZLyKrDodmKXmF5osRsUPxbfFP4H/50ksYCYbHDBU9r2bUaE8DDUDDF5sRPmUqZFHit2qT0iKgVElhtXgvtjl4hPiA98i4VMy75WHR8wSLYlA0FINCE2eYlpaJ4uLLDaAZhnEz2kjXEurt9CUdBgA6Lw80pD1oACCJTELYHS+Tn/gKRscNx8Hqo65jtVSFQVEDiMpglEqPMSEEzeAZxrMHewKBwuftGTFtMUZMC22imUQrh2Ya2Ziz9sTGxqO6+rK3VCKRIDGRbCPz3k5AAy0/Px9jxozBiBEjIAgC1q5di2effRaCIGDdunV4+umne41iS4hS4+EbR+Gdb8+h3ksj7qXTMzEojVyRz64kWZuI+0esxPby3WDAYG7qDCRoxBf79JflyDU0EjHQ5AoprrtlJI7sLUFtlQFmox08L0AqYzFzYQ4iougT1ZVMnjwDarUGdXU1iIuLR0pKBs6dOw273YaBA4cgOZlMH7i+Ql/SYQDQbPL0oJHO4usqhscMxZ1Db8b+ysPQyNRYkDEXKinZQHFbqZfi5CHwON5yz3h89NZh8DwABliwlHxj7r7EnDkLsXPnT6ipqYZarcb06XMC/1M/I6CBxjAMBg8ejAkTJgAAVCqV62+1Wu36u7cwJD0S91w7FE+/d8xtXKeR4+pJ6d20KjIMic7BkGiye+zqwYPBKJUQrO4GrSQ8HMpMcp4aqUyC8dMyXNmazU0WOJ08omI6n73ZV5HJZBg3bpLbWHw82R52fYm+psPmjkvB9uPugeFThvXez39CwhhMSBgT+MJOEnXdUrTs/NltTJVDrhtGG7ooNe783VQU5dchJT0SYTpPzx3lMlKpFHPnXh34wn4MIwQIaLnnnntQXFzsynAqKChAdnY2BEFAUVERsrKysHTpUtx5551dsuBABFPoEQCOX6zDpp2FaDHZkZEQhlvn5yCBemrcEHgeVa+/CuOxI27jksgopP7xz5ATiOMRBAHbvz6P/LzW7KTk9AgolFIUXmiNG0nNjMTC64dBKu2dHgJKaAmmUG1v0mHB6q8DedX4ZMclODge04Yn4qa55A2OvsTF390PwXy55mLyHx6BZgjZJKFzJ6vw83f5ruMR41MwdS75hDBK3yGQ/gpooFVVVYFhGJ+ZWxzHQS6XIzY2NAHXHSVYBUcJjPH4UVT+n/cYlIy/PwV5ovhA3tLCRnzzif9aazOvzsHQkb0nNZrSdQRjoPUmHUb1F3ma9+9DzX/Wu41JwsKQ/QLZ+Lq3nt8Dh/2K8iQMcM8fptOHS4pPRHUSAIDERM8bo9FobO14ryIbK0DpWTi8ZT+1nWtoIGKgGbzEAranvsZ3jTQKJRBUh/VvLJfyPcaclsB6p6O4GWcAIJCvg0bpX3TItLfZbHj99dcxd+5cbN68OVRrCjkGsx2nChpwvqQJDq5rCjL2RjSjRgNe6gWxWi1UOWSqMacPiIZU5v9rGIwRR6EEQ1/RYQCQV9yIA3niWq31B2KuW+YxphpEvpq8N+Qh6cNL6S8E/e3ZunUrnnrqKcTHx+Opp55yq9Ddm9h7ugobvjvvKlirVkrxh5tGITMxvJtX1vOQx8Yh9Q9/Rt3mT2EvLwMAKDKzEH/LbWAJNQDWhilw3S0jceJgGZwcj5rKFo9yG3ab9/IbFEpH6Cs6DADWrd+P6l/aif33+/P4x6pJiKZB6V6R6nSIv+tu1H74HgSHA6oBA5H68B+7RDb1oFHEEDAGDWht+3HXXXdh1apVmDlzZlesq9P4i+FwcDwefnkPzO1u+EPSI/HILaO7YnkUHwiCgNoqAy6crkbe8Sq3czMWDETuaHKFKyl9h2Bi0IDeo8OCiUHbcawcG39037YblhWFNTeOCuHKKIH49J0jqK+53CNVpZbhrt9N6cYVUXo6omPQgNYCchs3biS2qO7CYuc8jDMAaGihW2jdidlkx1cfnkRTvdnjnETCICY+8A2YQvFHX9FhADwapQNAYwv5XomUjhGfonMz0HRRNL6RIg6/BtratWuRkpLid4KoqCjccsstvaI/X7hajsFpEThfqncbnzBEfEFXSuc5eajcq3EGAE6ngAM/F2LJraO6dlGUPkFf02EAMH98KrYfc6+DNmMEzXLubs4ec+8hWl3eArvdCbm89xRBpvQsfBpobTuf9fX1PqtsC4KADRs2IDMzE5MnezZx7Yncv2w4Pt9ViJMF9ZBJWEwfmYSFE0Lb0oLiH6PB/9O/kXoHKJ2gr+qw+Eg1frt0GD7ecQl2hxMzRibjKqrDuh1vwUIWox1y6kmjdBKfBhrDMHjmmWcCTlBfXw9HCPqahQqtSoYVCwZhBbomi4cSmAFDYnHpbK2f89TDSek4fVWHAcDYwXEYO5j+LnoSKrUMFvPl7xErYeg2J0UUQSUJAMC6deuwZMkSTJw40W1cEIQetTVACz32TgrO1+HC6WooVDLIpCxKChvBMAyGjEzA6ElpYEPRDZrS6wk2SQDoHTqM6q/ei93uxGcbjqJFb4VKLcO1Nw9HVAyNn6X4hkiSgN1uh1Qqxbp16yCVSrFq1SosX74cEomkxyg2Su8me3Assgd3fyV3St+E6jBKqJHLJbh1de/q60rp2QTtQWtj586deO655zB58mSsW7cuVOvqNPQJlELpP3TEg9ZGT9ZhVH9RKP0H0b04vcHzPOrq6hBPoFk2aaiCo1D6D50x0ICeq8Oo/qJQ+g+B9FenuriyLNvjFBuFQqEEC9VhFAqlp+PXQNu8eTN4nvc7gdPpxGeffUZ0UV1BVYMJ50qawDn9v76ezsWmQmwr3YXSlgqca8yHlSNfdNdaVorG776FvbaG+NwUSijpyzqsrNaI/DI9+I5vgvQo7E47Psn/EjtK94RUjun0KTT++AN4Gy1MTukd+E0SsFgsuOGGG7Bw4UJMnToV6enp0Gg0sFqtKCwsxI4dO7Bt2zbccccdXbVeIny49SJ+OtLaWzJGp8Sfbh2NGF3vSocWBAEvHnsdl5qL3MZVUiXuH7kSWboMInKq3n4Thn17AQD1mz5B1LVLELPEs/kwhdIT6as67PUvz+DQudbSNCmxGvzp1jHQqmTdvKqOc6mpCC8cf811vKXoBzw/8+/E5RT/7/+4+gnXf/YxUv+0DqoBA4jLoVBI4teDdtttt+Gtt96CzWbDI488gnHjxmHo0KEYM2YM/vjH1mazGzZswLJlveeGXd1odhlnAFDfbMX3B0u7cUWd46K+wMM4AwALZ8WXBd8RkeFoaHAZZ200fvM1eBstHNsfMTXlwVB7ELyz99QM64s67EJpk8s4A4DyOhN2HK/w8x89l3fy3nc7tjlt2FLwA1EZptOnXMYZAIDnUfPeBqIyKD0bY/0JGOqOBPSm9zQCltmIiorCgw8+iAcffBBWqxXNzc0IDw+HStW7PE5tNBs9jYtmo70bViKOZpvB57kWP+c6grOl2XOQd4K3WsAqFERkUHo+Au9E5blX4LS3fh+aKrciIWcV5OreEcPV53SYyVNfedNrvQGr03Pd1WayoRS2qiqPMafRs58ppe/B83ZUnnkRvLN1W1tfuRWJub+DVKru5pUFR4eSBJRKJeLj43utYgOA7GQdYiOUbmOTchNCJk9wWMGVnQLf4rtSfmfIjR4MKevdvp6QMIaIDEV6BiRhYW5j8qRkSHURROan9A4MDUddxhkAQHCisfyb7luQCPqCDhuWGe22nckwwMShoTGWeXMzuNKT4C0tIZl/XNwoj7FlAxYTlRExcybAut/qwntJWy+KOPSVO1zGGQAIvB36crIe2lDSqTIbPZlg0tQbW1q3NZuMNkzOTcCYnNAUSHXWFcP87T8BmwkAA/mEX0Ex6hpi81caq/H++c/QaG1CmEyLSGUEcqMHY3ryJGLFNx1NTah++03YKyugzMpGwq9XQaLuHU8fFDI0lf8IQ90BtzGpPBJJuQ9204ou09kyGz2VYMtsVDea8cOhUlhsHGaMTMLQjCjia3EUHoJ1+3qA5wCJFKq5v4U0YzRxOe/mfYxjdacgY6W4YeASTEwk84B5JZbCS6h5979wGo0InzwZsdffSFwGpedRV/gJLM3n3cYU2gzED+wZMachqYPWk+lJdYTM378AZ+nJywMSKbQrXgIjpwaON6wWB2oqWhAVq0GYThn4HyhdgsPWhKqzrwC4/LuKSJqH8Pgp3beoX+ivBlpXYHx/DQRTo+uY0SVAe1Pg3qb9mTYdFh2ngTac6rDuxmYqR03+225jsVm3QKUb2E0rcodIqydK5xDM7WK4nBwEm5kaaF6oKGnCt5+dAefgwTDAjAUDMXRUUncviwJApohEbPZtaKr4AYLTDm3M2B5hnFFCi9BuW9NDn1HcKC9uwnebLuuwmQtzMGRkYncvq1+j0KQgOv16NFftACAgPH56jzHOgqHfGWg2hxPH8+tgsnIYOygWEdrQBbvLcqbCVl/sOpYkDgIbFhMyeb2ZAzuLwDlaM2wEAdi/owiDhidAIulULWUKYVThWVCF/6a7l0G5gt2nKmEwOzBnTDKUcvKqXJYzBY7zu9yOKb458HN7HVaIQcMTwLK012t3oonKhSYqt7uX0Sn6lYFW1WDCP949CouNAwB88FM+7l2SiwlDQhNgKx82H4xcDa7kONiIRMhHLAyJnL6AxeReusFu4+DkeGqgUSjt4Hkef3h1nyv7/PNdhXji7glIjNYQlaOYegdYXSKcNZcgScyBLHce0fn7Ghaze3Ztmw5j5ZJuWhGlt9Ov7n7f7C9xGWdAa0TNR9suhlSmLGcqVPMfgGL89WAUZBVoX2LQcHcjOTMnBnJFv3p+oFCCYuuRcrfSQE5ewMYfLxCXw0ikkI+8GqqrHoR8+AIwLDU0/DFomLsOyxoUCxk1zigiCMpAKy4uRk2N99o0JSUlfv9306ZNmDdvHqZNm4bHH38cHMfh448/xvTp0zFp0iQ8++yzaMtT2LZtG+bMmYOJEydi7dq1sNvJ1idrMXvOZ7T0nqKbfZlxU9Mxc+FAZA2KwYQZGZh77eDuXhKlD9FXdBgA1Ld4tioymqke627GT8/AjAWtOmzizEzMWTSou5dE6eUEZaC9++67eP7557F7926UlV2uyOxwOHDHHXfghx+81xXJy8vDhg0b8Mknn2D79u3Q6/V4//338cYbb+Djjz/Gjh07kJ+fj2+//RZGoxGPP/44Xn31VezZswcsy2LDhg1EXmQb04Z7BmxO9TJG6XoYhsHQUUlYsCwXY6ekQyajT54UcvQVHQYAV09MQ/sqOvPGpRKXQ+kYDMMgd3SrDhszOQ1SqsMoIvG7hyQIAhiGgVQqRXNzM7Zv346LFy+itLQUCxYsgM1mQ0ZGBhYsWOD1/0tLS3HPPfcgKqq1Rs+SJUtw33334aGHHkJSUmuG3kMPPYR///vfYBgGM2bMwODBrZ6TNWvWYMWKFVi9ejWxFzthSDwkLIOv9xXDzvGYODQe10xKJzY/hULpWfQ1HQYAkWFK/PGW0fjwp4uwOzjMH5+GGSNpxjOF0tfwa6DdddddyMzMRHFxMa6++mrcdNNNOH/+PA4cOIB///vf4Hkeb731ls//v/rqq92Ot2zZgrS0NGRlZbnGsrOzUV5ejurqarfxmJgYmEwml4IlxdhBcRg7KI7YfP0FR10dWg7uhzQ6BtLwcACAevAQMBL6lEjpufRFHQYAQ9Ii8cTdE4jO2dep/+oL2CsrEPOrmyGPju7u5VAoAfFroN16660oKSlBTU0Nnn/+eZw9exZKpRIRERF4//33W7OJ/vAHbNq0CVqt/2KRb7zxBgRBwPTp092U1ZV1ctsrsc4otr5UtLKnUPXDTyh69XWPcXV6GoY//Q9INTT5gdIz6W06jOqv0HDgltvhNFsAAMYjhzHw4d8hbtbMbl4VheIfvwbahAkTMGrUKNx55514/fXXERMTgx07dmDUqFHIycmBwWDAuHHjsH79eqxZs8bnPO+99x7279+P9evX47///a9bUG5BQQFSUlKQkJCAQ4cOucbr6+sDKkxv9KRK3H0BS3ERyt540+s5c0kpCr/6HpHzruriVVH6EnqbA2UmK1I0SkQqZIH/4QoCVeLubTqM6i/yNG79yWWctVHwxltgcsm3lKL0X+osdlRbbMgMU0ErC64CQSD95TdJoKCgAHfccQf27NmD/fv349SpU1i+fDn27t2LG2+8EX/6058QHh6OqVOn+pxj06ZN+Pbbb/Hqq69CLpdj4cKF+PTTT1FTUwOr1YpXXnkFS5cuxYwZM7Br1y4UFBSA4zi8+OKLWLJkSVAvkhIa6jZ9irJ/PA44nT6vcRqNXbgiSl/jVKMBz50uxocF1fjXqWIcryfblJvqMIqjzjN7l7fZumEllL7KnuomvHCmBB8WVOOfp4pxqcVMZF6/Zt7Fixfxu9/9Do2NjTCZTMjOzoZSqYREIsG7776LpUuXIjc3FxMnTvT6/9988w0ee+wxaLVazJ8/HwCQm5uLlStX4vrrr4fT6cTSpUuxePFiMAyDdevWYdWqVTCbzZg9ezZWrlxJ5EVSOg5vtaDph+/8XsPIZAifOKmLVkTpi/xQXo82hxH/y/HomHBi81MdRpFG0ngzSuhw8Dy2VjRccSxga3kDBgwV39LRp4EmCALOnz+P8F8CwgsKCnDu3DnU1NTgxIkTyMvLw4ABA7Br1y6sWLEC0V6CLhctWoRFixZ5nf/mm2/2GJs3bx7mzaPVqnsCvN0B8LzXcxJdBLSjRkM3cxbkiTR7jNJ5LJz7d8zMef/OdQaqwygAwDU1eYwxbL+q0U4JIRwvwNEuLMHsZ9epI/j8ljIMg1tuuQVnzpzB7NmzMXDgQFitVlx//fXIzc3FN998g9zcXMycORNbt24lshiKOJy8E2fqz+FswwXwgrgbnTQ8HMoB3pvKxt9+B+JX3AllGi1RQhHHuHbesnGx5LxnVIf1DuxOO07UncHFpkK3hAtSxFx/g8eYdtx44nIo/ROVVILcSPc4snExOiJz+93iTExMxL333ovExETExcXhn//8Jx566CEwDINHH30UCoUCX331FcrLy4kshtJ5LJwV/zr6f6gytcZbZIan4aEx90HGdr5dUsrDf0Tdpx/DdOY0GIkEirQ06KbNgCZ3GKllU/o5C1NjEKuSo9hgQapWifGxZBRbG1SH9WyarHo8d/T/oLc1AwCGxwzFfSPuIipDIpcj5ZG/oOo/b4A3mxE2cRISVpCVQenf/CorHqm1SlSbbRioU2NUNJkHTUbo4CNLTU0N4uMv9xxrbm6GTkdWqYqhv2ZB/Vy+F5/mf+k29uvcWzEuflT3LKiDtDRbcOZoJRw2DqnZUcgYEAOWJVs7itL3CJQF5Y2erMP6m/76/NI32Fq6021szZj7kR2R0T0LEklRfh1OH61EVk4Mho1N7u7lUHo4gfRXUO4VQRBw4cIFDB482E2xAegxiq2/Y3FYPMbMXsZ6IgUX6vDj52ddx2dPViMmXoNlK8ZAKqWxIhTxUB3WM7FwXvQWRyYDrqv54fM8FF6oBwBUlOiRd6ISN91Nt1IpnSfou98NN3ju41N6DuPiR0MukbuONVI1RscN78YVBc++bQUeY/U1JhReqOuG1VD6KlSH9TwmJY4Hy1y+DUUrozA4KqcbV9R52oyzNhrrzLBZ7N20GkpfwK8H7dprr0VkZCQEQYAgCLjjjjs8rmEYBunp6XjiiSdCtkhKYGLV0Xhk7APYV3kILMNievJkhMl7R1Vyh917xovdxnXxSih9DarDejZZunSsGXM/DlYfhUamxozkyaLiZnsadrsTClV3r4LSW/H5S+B5Hg8//DA0Gg0kEgnuv/9+PPTQQx7Xmc1mrF69GnfeeSeys7NDuliKf5K0Cbgh57ruXkaHyR2dhGP7S93GZHIJsgbFdtOKKH0BqsN6B5m6NGTq0rp7GaIJj1SipcnqOpbJJQjTUeuM0nl8Gmgsy2LOnDmuY4lEgrFjxwIA8vLyIJFIMHjwYADA4sWLO9WWiUIBgIkzM6HWyHD6WCU4uxPJGTqMn5YJtUYe+J8pFB9QHUbpSm67dyK2fHQSNZUG6CJVuO7m3hFiQum5BJ3FOXbsWBw9ehRr167FyZMn8ac//QmzZ88O9fo6TKAsqEvlzSitNYDjeJisHLKSwjA8K3QZg86mStiPfw0AkOXOgTR+QEjkUCj9kY5kcfYGHRZsFqfd7sS7P5xHi8WB2+blID5KfNVyb9jytoMrOABZzlTIB9Pm4hQKSQLpr6AMNIfDgeHDhyMvLw/19fUeWVA9CX8K7v2f8rHtqGe9o5zUCPzpltHEjTT7xX2w7VjvNiYbeQ2UE28kKodC6a8Ea6D1Fh0WjIFmdzpx/3O7wF+hun9/wwiMGBBDdC2mz/8Ovu5yAo8kcTDU164lKoNC6c+INtBefPFFFBUVQRAEMIynAWO1WvHqq69CIpGIXy0BfCk4vdGGP/zfXvh6tb//1QiMyCar4IzvPQzB3K7NCMNCu+IlMEq6nUKhiCUYA6036bBgDLT/fHMWe09Xu41FhSnw3G99N3zvDIb1d3mMha3eQFQGhdKfEV0HLT8/H2PGjMGIESMgCALWrl2LZ599FoIgYN26dXj66ad7hGILhM3h9GmcAYDVRyahGASnw8sgD8HpAC3BSqF0DX1Fh7VhNHvqFTvBHqYUCqVnENBAYxgGgwcPxoQJEwAAKpXK9bdarXb93dOJj1RjaEYkzhZ7Ns6NDJNjRLZno2SxyIbMhOPEN25jktQRYDWRxGVRKBTv9BUd1sbtV+Xg5Gv73cYWTgxBFqQyDLAaLh9TvUWhdCkBtzjvueceFBcXuzKcCgoKkJ2dDUEQUFRUhKysLCxduhR33nlnlyw4EP62CGx2J3aerMTFcj3MFgc4XsCA5HDMH5+GCK0iJOuxn/kJ9lM/AACkg6ZDMfJqMFKanUihkCCYLc7epMOCTRI4X9qE/3xzDnaHE4smpuOqEBhoTqcdtm//BWdjOSQx6VAs/EOv8jRSKD0d0TFoVVVVYBjGa+wGAHAcB7lcjtjYnlGzKpCCK68zoqCiGdnJOsRGqHDiYj0kLIORA2Igo22FKJReRTAGWm/SYUFncXIctuwtgcniwKLJGYjWKbtgdRQKhSREsjjbYzQaIZFIoFL1vCJ8/hTcrpOV+O9359F2Nkwtg+GXeI6UWC0evWMsFDL6hEih9BY60ywd6Lk6LBgDjeN4PPTSblh+iZtlGODRFWORlUR7ilIovYlA+qtDLiObzYbXX38dc+fOxebNm0Uvrqv5YnchrlR9hiuCbcvrjDh6obbrF9XLsFdXQb9zB6xFhd29FAqlw/R2HQYA3x8qcRlnACAIwEfbL3bjino+As/DdPoUmvfsAtfS0t3LoVCCIuimZ1u3bsVTTz2F+Ph4PPXUU24VunsLdof/TCdbgPP9HcORQ6h64zW0pcPGLL8BUdcs7uZVUSjB0Rd0GACYrZ49au12qrv8UfnaKzAdPwYAYFUqpK59DIrk5G5eFYXin6A8aE6nE//973/xt7/9DR9++CHmzp3rM56jJzNnrPsPUiq5/BrCNXKMo70f/dKw5StcWauk4ZuvIXC0oTml59NXdBgAXDMp3aOo9rVTMrpnMb0Aa2mJyzgDAN5iQdNPP3TjiiiU4AjKgyaRSLBx48ZQryXkLJuehZRYLS6VN2NAig4ZCWHYc7oaEpbB9BGJCFPT7Ep/CHab+zHngMDztKYbpcfTV3QYAGjVcjyxcgI+3JYPi82JRZPTMXogfbj0hWC3BzVGofQ0/Bpoa9euRUpKit8JoqKicMstt/SKp1GGYTBhSDwmDLnc5mX5jKxuXFHvImLOPNR9/KHrWDd9Jlg5NWopPZe+psPaSIrR4A83je7uZfQKlNkDoMjIhK24qHVAIoFuVs/qwUqheMOngdaW3FlfX++z9o0gCNiwYQMyMzMxefLk0KyQ0mOInL8Asvh4mM+dgzItDWET6WdO6blQHUYBWh/MU/7wJ7Ts2QVOr0fYhIlQpmd097IolID4NNAYhsEzzzwTcIL6+no4HF5aGlH6JNoRo6AdMaq7l0GhBITqMEobEpUKkfMXdPcyKJQOEXQdtHXr1mHJkiWYOHGi27ivBsTdRbCFHikUSu+nI3XQeoMOo/qLQuk/iG6WDgB2ux1SqRTr1q2DVCrFqlWrsHz5ckgkkh6j2CihQ+B5mPPOwFZVCYZhwSoU0I4ZC4m24wVCKZTugOqw/g1vt6Nhyxdw1NcjcsHVUGVkdveSKJSAdLiTwM6dO/Hcc89h8uTJWLduXajW1WnoEyh5qt9+Ey379rqNSXQ6pD32v5BF0gbKlO6jM50EerIOo/orNBQ8/CCchsuN3xPvvR9h4yd044oolBC1euJ5HnV1dYiPjw98cRdDFRxZHA0NKFr7R7f6Z21EX7cU0dctJSLHZuVQcKEOLMsgPFyJ08crEBauxPjpGZDR9lsUH3S21VNP1WFUf5Gn5cA+VL+13m1MFhePzKeeJS7r+IFSXDhTg+S0CEy/aiDx+Sl9CyJbnFu3bsXMmTMhk8l+mZRFfHw8GhoaEB0dTWallB6J4HR6Nc4AECtSazHb8dmGYzC22DzOnT9djV//bgrdhqKIguqw/gvvrQ6ak3yB7S8/OIHK0mYAQFO9GcWXGrDi/knE5VD6D0F1ErgyE+quu+6C0+mEIAiYMWMGOFpJvk8jj4uDZsRIzxMyGcKnTici48LpGq/GGQDYLBwunK4hIofSf6E6rP8SPm0G0K5eY9TV5FvUtRlnbRhbbLAYaUFcSucJykCTyWSuJ8+SkhJXYK1Op4NUGnQ7T0ovJen+BxFz0y3AlV4shwMN335NZP5AWzpOJ+0zSBEH1WH9F5ZlgXZGuNNs6hLZzsCXUCg+CcpAu3J7iWVZr39T+i62igo0/fC9x1anYd8e8Dbvnq+OkJAcDqnU+3dJJpNgyMhE0TIo/Ruqw/ovDVu+BHj3h7zGb8g8XF5JTLx7LJFSJYVWSzutUDqPX+20a9cu8DwPQRDwyiuv4JVXXkFLS4vrb5PJhFdeeQX/7//9PzQ0NPic59ChQ5g4cSIefvhh19inn36KuXPnYsaMGfj73/8O/pcf0LZt2zBnzhxMnDgRa9euhZ32TOtWjKdPovTvf4NT3+R5UhAAQZx3q7y4CVs+OgWOa50nJl6LOYsHISlVh4FDY3HrfeM9GkNTKMFCQodR/dW74b0UIRY48oWJR4xLdjsePCKBuAxK/8KvgfbOO+9g6dKlaGpqgkKhgFwuxz333AO5XA65XI7f/OY3kEqlAWsJTZgwAS+99JLruKSkBP/973+xefNmbN++HUajEVu2bIHRaMTjjz+OV199FXv27AHLstiwYQOxF0vpOPWbP/N5Tjl4CFilStT8Jw+Vu21x1tcY0dJkxfwlQzHvuqFQaxSi5qf0b0joMKq/ejdCF3lJjx0oczs+c7QSTo6GZ1A6j9/gi3feeQf79+/Hq6++im3btuFPf/oTxowZI1qoXC6Hw+GAyWSCXC6HwWCAzWbDrl27MGPGDAwePBgAsGbNGqxYsQKrV68WLZPSSfzEh1nPn4PpbB40Q3M7Pb23Ki9H9pbg9NEK3HDXGIRHiDMAKf2bUOgwqr96FwzfNUaSzerulXM6edCCKRQx+H20qK2txejRo7Fx40bce++9WLNmDerq6kQLTUxMxJQpUzB79myMHz8e1dXVWL58Oaqrq5GVleW6LiYmBiaTyetNnNI1RC9Z5vd8/aZPRc0/fFwyvDkubFYOxw+WeZ7oZfAWB2zn6mC72ADBQUOGu5pQ6DCqv3oXQjeW6OmtwRkCL8Beoof1TC2cemt3L6ff4teD9s033+Dtt9/G7bffjvj4eNxzzz3Yu3ev12uXLl0atNAff/wR586dw65duxAREYF//etfeOuttyCXyz22GTraJ68zRSspvoldMAvRybE4+/enwFs9f6hSCYPY2LDOzx8bhpTUSOzdXoC8E5Vu5y6crsHsBYMQHds7P1NHsxVln+TBaWnNIHPmNyL19lFgfSREUMgTCh1G9VfvwqxWQN9ujJVJRektb7SPlRUEICZGC2kvLLRd9fUFmM+3PshYj1cjaflQaDJo15iuxq+B9utf/xrjxo3D999/j7fffhtWqxULFiyAStW67SQIAux2O1paWjpkoO3fvx933HGHq4r3vffeizvvvBP3338/Dh065Lquvr4e2g72e+yJlbgF3gmu6Ah4Qz1kGWPARvSyrMT4NMTftRJVb7zmkcmpW7QEdXUGH/8YHBI5i6nzs1FS2OBWD83J8diz7RKmzM0WNX93YTle5TLOAMBeb0bViQrI0yO6b1F9jECVuEOhw/qT/uIqz8FZcwmShBxIEwd193I6hXrBYmDTZrdMTt3cBaL1Vnvaf24My6C+3ghJL3sg4412GM9f4WXmBdTuK4VWQ8vRkEZ0J4Hhw4dj+PDh+M1vfoP/+7//w9atW/HJJ58gUkQPxpEjR+Kbb77BrFmzoFQq8eGHHyI3NxczZszAc889h4KCAqSnp+PFF1/EkiVLOi2np2Dd+n/gio8BAOxHPofqmj9CmjS4m1fVMcLGTYAsJhYtB/fDWlQIVqlC9OIlUA0YQGR+iYTFlDlZ+PGLc27jQm+O4vC29F78cnorpHVYf9FfthNfw37ocpKQYvItkA9f0I0r6jwZ/3we1a/9H7hmPaKuWYyI6TOJy5ArpLCYLsehsSzTh37ufeeV9CaCNom1Wi3+/Oc/4/7770dYmDjX8JIlS1BaWoprrrkGHMdh/Pjx+Nvf/gatVot169Zh1apVMJvNmD17NlauXClKVnfD66tcxlnrAAfH6R+IGGh2px27yg/gSO1xqCUqLM66ClkRGaLn9YUyIxPKjMyQzZ8xMAbRcRo01LYWkZTJJRg6Kilk8kKNfGAU7BcaINhbY89YnQKy1PBuXlX/hZQO6y/6y37iW4/jUBhoJ+pOY0vB91BLNfh17i2IUpHfSpPrIpC29lHi817JqImp2Pldvut4+Ngkn/UdezKsVg5Zug6Okl86IzCAYmhs9y6qn9KpZultCIKAI0eOYNSoUa4q3d1NT9si4PVVMH3yF7cxafpoqBY8JG5egcezh15Cuck9bmv1sDswMm6YqLm7E4fdiYtna2GzOjBgSBzCdMruXpIoeJMD9qImMFIW8qxIMPLeF4/Sk+lss/Q2epoO60n6y7DhN4Dd4jpmVOHQrnjJz390nJ1l+/DJxS8uywCD52f+HXJJ7yzwWlXejIriJsQkhCFjQO/t8SrwAhwlevAtdshSwyGJotn0oSCQ/gpo3nMch/3793s9JwgC7rjjDrS0tHR+hX0cNiIR0vTRVwxIIBt+leh585sKPIwzAPi66AfRc3cnrV6zRIyelNbrjTMAYDUyKIfFQTE4hhpn3QTVYZ1DPvKadseLiMv4puhHt2MBAj7O/4K4nK4iMUWHcdMyerVxBrTGz8kzI6EcGU+Ns24k4BanzWbDypUrkZeX59EWhWVZSCQSKBS0mKg/lPN/C66wNUlAmjEGkshQbtv11sRuCiU0UB3WORSjr4UkNgvO2gJIEgZCmjSkS+QywXUgpFD6PAENNI1GA4lE4rNn3ZVNiCneYVgpZAMmEZ0zJzIbKdoklBvdvWjXZon3zlHIIXA87EVNECwcZBkRkIRTQ8AbF/QmlJmsyApTIStcTXRuqsM6jzQlF9KUzheiDsTirKvcPGYMGNyYc13I5FGCQ+AFOIr14A02yFJ11IsWAEEQcFZvQrXZhoE6NdK0ZN6voJIElErfW01tbVIoXQvLsPjD2N9iT8UBHK45Do1UhUVZVyFTl97dS6P8giAIMP5UAGetGQBgPVUD7cIBkMaQNUB6Oz+W1+PnqtZer9sBLE6LxZT4CKIyqA7rmcxImQKdQoevCr6DRqbBr4fe2mvjz/oS5l0lriQB68kaaOZkQpZCE5x8saW0DgdqW9+vbZWNuCEzHmNixL9fQRloTqcT//73v72es9vtHSrESCGHXCLDnLTpmJM2vbuXQvGCs87sMs5aBwTYztdDOi2t+xbVw+AFAXtr9G5ju6ubiBtoVIf1XEbG5mJkbOi8dJSO4TTaL2dwAoAA2M7WUQPNBzYnj0N1zW5je6qbus5AEwQB1dXVXs/xPE+VG4XiDS8/C/pT8aT9WxKKt4jqMAolOLz+Eujvwy8MGFxZK46UPgnKQJPJZHj66ae9nvvxxx/B87zP+A4Kpb8ijdVAmqAFV238ZYCFfAitJ3QlLMNgRmIktlY0usZmJkYRl0N1GIUSHKxWDllWBByF+l8GGChyqd7yhULCYnKcDnt+2QlgAMxIIFPLLygDzWaz+TzH8zycTiekUtoGgkJpj2ZeJhylzeDNHOTpOrBaGl/TnjlJ0UjXqlBhsiIzTI1ULfnyKlSHUSjBo56aBkd6BPgWW2sdtD5Q8iiUXJMWiwE6NarNNgzQaZCkJpMMFlAjmc1m2O12n01/nU4nHA5Hr0lTP1/ShK/3FUOpkOCm2QNQ2WDGpYpmDEjWYeSAmO5eHqWPwUhYyDNpk+FAZIerkU04e7ONvqbDAKCsxoA3vz4Lm92JpTOzMHloQncvidKHYFgG8jRddy+jV5Gj0yBHpyE6Z0ADTSqV+twaaGs0bLPZOtwUuDs4cbEOL2067To+frHerff30umZuG5q6FoZUSiUrqcv6TAAaDba8bd3DruO3/zqLGw2DrNGp3TjqigUCmkCBl3I5XIsW7bMZ9Dbm2++Kbo3Z1fxxZ4it+P2Ta5+OlzWhauhUChdQV/SYQDw3o8XPMa+2F3k5UoKhdKbCSroIi8vD06nEyqVCkqlEgqFAiqVCgqFAtOn954SD1LWf2aFJMB5CoXSO+krOgwAZFJPPcVS3UWh9DmCMtCefvppGAwGWK1W13aA1WqFzWaDXC7HmjVrsGLFilCvVTQ3zBqA//fhcdexhGXgvKIx8aIpGd2wKgqFEmr6ig4DgBULB+HguVq3HYCb5wzovgVRKJSQEJSBFhUVhffee891fPjwYcTExCAjIwNvvPEGPvjgg16h3AanR+Ifqybi6/3FUCukWDo9C7VNFlwq1yM7RYfsJBoUSaH0RfqKDgMAlVyG5387FW9+fRZmK4db5g7EwNSI7l4WhUIhjN8YNG+ZT3v37kVpaSleeOEFMAyDYcOGISam92Q/1jZZEKFRYHBaJDRKKbKSwnHVhDRqnFEofZC+qMMAQCJhMSwzGsOzohGmoaVbKJS+iF8P2smTJ7F+/XpYLBYAwF133YW6ujq8++67+Oc//4na2lpMmDAB06ZN65LFiuWb/cXYtLPQdXz1pDT8ahbdGqBQ+ip9TYcBgINz4sl3j6CmqfU1/Xi4DI/dOQ7JMWRT/CkUSvfi14OWlJSEYcOGoa6uDn/9619xxx13YMuWLYiOjsb06dPx7rvvQi7vPU9vW4+Uux3/dLgMH2+/iB3HK2B3OLtpVZQ2yooasW97Ac6frgbPC4H/gUIJQF/TYQBwurDRZZwBgM3hxO6Tld24IkobJQUN2LetAPl5NRDalwmgUDoIIwTxLeJ5Hh988AHefPNNfPLJJ4iPj8f+/fthtVoxe/bsrlhn0DQ0GH3e3B95dR8aWqxezw3LjMKam0aFcGUUf5w9UYmd3190HQ8enoDZiwZ144oovQGWZRAdHbh+WW/RYf70VxvH8uvwyubTbmMzRibirquHhHJplACcOlyOvdsKXMe5Y5Iw46qB3bgiSk8nkP4Kqvkcy7L46aef8MYbbyA+Ph4AsGvXLjIr7EKum5rhsxHzmaJGVDeau3Q9lMucPuruAbhwpho2K9dNq6H0NfqKDgPg1YCjzpru5/TRCrfjcyeqwNGdGYoIAmZxvvfee1AqlTh37hzOnDmDM2fOAACam5vx9ddf96inz0BMH5mEjMRw5Jfpcfh8LfLL9K5zDACZhDZL7i4k7d57VsLS2k4UIvQlHQYACrnEYyycJgp0OxIp63HMUB1GEYFfA43neRw7dgwymQwOhwNHjx51O//zzz9Dr9cjIiIilGskSmqcFqlxWqTFa/Gvj07AzvEAgKkjEhFNG8J2G2OnpOGHz/NcnoBRE1Ig83Ij6uk49VbYCxrByCWQD4wGq6QNuLuTvqjDcjOiMCBZh0sVzQBajbNZo5K7eVWUcVPTsfWrcy4dNnpSqseDZ29B4HjYLzWCN9ggS9VBmtA72qD1NYKKQQOAiRMn4sCBA27p6kuWLMGyZctw1113hWp9HSaYGI42GlusOFXYgNgIFYamR/psBUPpGvSNZlSU6BEVq0FiSu8re+JstMDw7UXA2fr9Y8PkCFsyCEwvVdK9gWBj0IDeocOC1V+ck8fJS/Ww2JwYnRMDjVLWBaujBKKpoVWHxSZoEZ8U3t3L6TTGnwrBVRpcx+pZ6ZCnR3TfgvoogfRX0AaaN2pqalzxHD2FjhholJ6H0WDDuRNVcPI8hoxIhC5S1d1LChrzwQrYz9e7jWlmZ0CW1vuMzd5CRww0b/Q0HUb1V++mKL8eFSV6xMRrkTMsvleGaThbbDB8ft5tTJqghXZBdjetqO8SSH91eP9FEAQUFBQgKyurRyk2Su/HZnVg03+PwWy0AwDyjlXiV78ei/CI3mGkMV56JEJKvWc9DarDKKHgxMEy7N9xuc5mTWULZi7M6cYVdQ6vHn+qx7oFvwYax3E4deoUxowZ4xpzOBy49tprcfDgQYSH9z4XrsnqwM/HK1BQ0YImgw08BDg5Hgq5FNdOSceogbHdvcR+ScH5Opw+Wu4yzgDAbnMi/0wNxk3L6L6FdQDFoBjYC5ogWFqzTyXxGkgTaexGd9IXdRgA7DlViY0/5MPJ85g8LB53L8rt7iX1e84cc89EP3uiClPnZkMq612xtKxGBnlONOz5Da0DEgbK4XHdu6h+il+z2Gaz4bbbboPD4cD999+PiooKyOVySCQSqFS9w6txJTwv4Jn3j2HTzkKcuFSPkhoDymqMqGwwo6iqBS9tOo0TF+u6e5n9jqN7S/DjF2dRVdbica43KTdWK0f40sFQT0uFZk4GtFdl07jGbqav6TAAKK9twdvfnofDyYMXgL2na/DmlrzuXla/x2S0eYz11ixO9eQUaBdkQzUlBeHLhkAaR7tUdAd+DTSNRgOFQgGO4zBkyBDcdttt2LdvH2QyGWSy3heUeqFMj4o6k99rtuwr7prFEIIXeBysOooPL2zGoepjvbJ69ZnjvqugJ6T0Lg8HI5dAnh0FWaqu1yrnvkRf02EA8PLmMx5jB8/WdMNKyFBmqMBnF7/Cd0XbYLAbu3s5nYZ3eupei8nTaOstSBO0UAyMBqvpnb+TvkDAGDSlUgmVSoUHH3wQN954IziOg0TSe7waV6IMomyDtxpDPZkvCr7FttLWgpt7Kg6gylSDJdlXd/OqOobMj5dMo1V04UoofZG+pMMAQOVFR/VWR21JSxn+dfRVOIXWgq4Hq4/gsYl/gJTtG+VpJL1oB4DS8wj4K7Db7Xj66addx4IguI05nU4YDAY8++yzoVslITITwzFqQAxOXKr3ep5lgJvn9K7WHLsrDngckzTQuGY99D/vAG8xI3zKNEh1OrdjZVq6aBnjp2dg25ZzHtXQkzMiEEZr01FE0pd0GAD8acUYPPCv3W5jN84e0E2rEcfeykMu4wwA6iwNON94EcNiyLatstfVoWbjBjhbmhExex4iZs4iOj8AZAyIRvGlBtdxRLQKKhUtIEzpPAENNIZhEB0d7XOM53kolZ2/iRoMBhw9ehSzZs3q9Bwd4cHrh+NscRMq601oMloBAXBwAlgJcM3EdOh6mcdGKVHA7rS7HZOCt9lQ+tTfwTW0Kp3mn3eA1Wrh1Otdx6l/eQzK9AxRcgYOjUNsghZVZc0QBKCmohkpmVEYOJQGplLEE0od1tX6CwDUMhle+d10PP3BUZhtTqy+digGpUV2mXySeNNXSinZhzKe41Dy13UQHA4AQO3GDeAtFkQtJLvTcPUNw5B/thp5R6uQMSAaoyenEZ2f0v8IaKBJpVKsXr0aAFBcXIy4uDisX7/eNRYMhw4dwoMPPogpU6bghRdecDv39NNPIzo62qXgtm3bhieffBImkwmzZ8/GE088Abmc3FMIwzAQBAFVDSZE61SQsEBNkwXD0qN7nXEGANdmLcAH5zdBgAAGDBZnXUVsbtOZ0y7jDAAEjnMZZ23HLXt3izbQACAiSo2IKDUAYOioRNHzdQcCL8C8txSO8tZkB0YhBSNlAQZgZBLIc6KgyIrq5lX2LJqsdmwuqUWtxY4IuRRT4iMxMjqMqAyxOqwn6a826g1WqJUysCyLJkPvjXOamTIVh2uOo8XeWhR1aNQgZOsyiMpo2b3TZZy1od/+E3EDDQByhiYgZ2gC8Xm7GlupHpYdJa0HKgkibhzWvQvq4ZjsTrydX44mO4cMrRJ35JDp7OHXQBMEATZb64//97//Pfbu3YtXXnkFTmfHGsBOmDABL730Ej766CO38d27d+Po0aP46quvAABGoxGPP/441q9fj+zsbPztb3/Dhg0bOmQMBuLA2Wqs/+qsx/jOE5W4bX4O5o5NISarK5iSNAFZunQUtZQhS5eOeDW5MiGmvNOBL+rFsTykMXx7EXyDxXUs2O24ctfWUmOCYHRAOYLW3gIAXhDw4plSOH7Z2zY4nPi4sBqNNgdmJ5ExZEnosJ6kvwDAYLbjiQ2H0VbPdv2WVn02Kbf3GQbRqkj8ddIjyKs/B41Mg0FRA4hnPjtlngYy16QnKqOv4TLOAMDihP79U4i4bUT3LaiH8/9OF8Hxyw/yfLMZ/z5TgoeGiQ//8WugmUwmWK1WAMCcOXPwzDPPQKlUwuFwwOFwiMqCMhqN+Otf/4pnnnkGCkWr52rXrl2YMWMGBg8eDABYs2YNVqxYQUzBNTRb8J8tnsZZGzuOVRAz0ATODse5n+GsvQTepAdsZrCJOVCOWw5GSbY2VoImHgka8jd906lTAa+RaMVnWRqardi79RJKChtdmVASKQOFUob4pDDMvmYQFD28lY3gcLoZZ76wXWggYqCZzSacP5+Hmpoq2GxWqNUajB49HrGxZL4HAu+EseEY7JZqKMMyIVfGw9hwDGBYhMWMg1QhfkvtWH2Lyzi7kkO1zcQMtFDpsO7QX218u78E7ZsNfHewlLiB5rTbYf32/4FvqgAbnQrloj+HJLlCJVViXMJo4vO20fzt156DAh8SWa89s9P19/LbRyA+pfdtPRu2F3kOcqGpDrBr11ZUVJRBrdZg7txroNWSrxtpMRRBX7kVEAREJM6GSkc2zrzKZHUZZ23UWOw+ru4YfstsqFQqfPHFFwCA6667DkqlEna7HRzHwWIJfDPyxwsvvIDa2lo88sgj+Mtf/gKbzYbq6mpkZWW5romJiYHJZCJSOkIQBPz59f3wkgntor5Z3Gu6Euv2N2Db/wG4gkPgq/PBN5WDO7sdpi//DiFEyoE0AscFvkjkw67N6sDHbx9B0cUGtzR1JyfAbLSjKL8BH791RJyQriDIkhoMgSxhjuPw7bdf4MyZE6irq0FLSzOqqyvx3Xdfor6+VvT8ANBYtgVN5d/B1HAcDcWbUXVhPQx1B2Go3Y/q/P/A6fBfriYYtD4y3BQEq5aHSod1tf66kksVeo+xslry5SnMH/0BfO0lwGEBX50P8wdriMvoCgR119TwutI4A4DN7wV+wO2JSHRdk9jw3Xdfori4EA6HA83NenzxxUeB/6mD2C01qLu0EQ5zFRyWatQVfgiroZioDKUXfUXKB+xXE0okEtfTYBtyuRzbtm1DWFjn40Sam5vxzTff4JNPPsHWrVvBsizeeustAPBwbwuCQMTlfeR8ncdTZ3vsHI86vXgjjbe0gCs+5vWc0FwDZ02BaBlmhxlfF/6Afx55Ga+ceAvbS3fjk/wvsfnS16i3NASeIAgEZ2ADzVrs5WmrAxTlN8Bh87/dZDLaoW8wi5ITahgJC1lOAK8PAyhHifdylJYWwWz2biCdPRvEtnQAeKcdpsZ281yRacdzZpibz0MsgyO0iFJ4OvHnEvKeAaHRYd2hv66k4Iom1iHF2k6OpTkkYr4q+A6P7PobHt3zD5xryCc+v1DffcXHz530XeOxp6IYGOM5GIJIlro699p9PM+jtLSYqIzm6t2eYzWeY2KIVMgR3U6PjRLRH/hKOlVsJjlZXABcaWkpRo4cidzc1vYkN998M1555RUsWbIEhw4dcl1XX1/fYZenr8aj6YbgXI5FtUYMHSgue5C3SWGWyiBw3mVGJ8RAHtt5A1cQBPzlp1dQ2FTqGjvXeFmxHao5hheu/hvCFeK+JKUROlgDeBm0sdGIFfFaTlnLg7ouMUkHbXjPLrkRvXAQisoOg7d4GrZSnQIpNw6HjEDZkM8+O+jzXFlZMdRqFhpN570GTqcDgT4Vhcwq6nNv49m5I/D8wXyca7jsAapz8kTm9ocYHdYd+isYSL9n3sxA0jLeP7kZP5TsAACYYcErJ9/CG9c9g0iVjpiMwjANeKPnqwn1dwwAMrIju0QOSTiVwuOzl2oUXfI6kpNjicrRlwpofweTMBzx15IZpUVDld51PCBWR0RGQANt8+bNfuM0JBIJRowYgZSU4GO3MjMzcenSJRQWFiIjIwNffPEFhg8fjhkzZuC5555DQUEB0tPT8eKLL2LJkiVBzwsADQ1G8F5cZQ5bcAbap1svYkKOuEB7p74KUIYDRs96a5LMcWhGJFDX+afgUkO5m3HWHoPNiG9O78C89FmdlgEAmqkzYP3sEz9XMNAsvBZ1Il5LWXFjwGuS0yNgsTlgqXMEvLY7sRfrvRpnAACtHI3NZrB2ca/BZDLCbPbtTXQ6nTh27DQGD+58b0abuRKAf3dzS1MN5CI+9ysp1Lu/nu0ltZgSqYVSGvixnWWZgEYNaR3WHforGMT8Dr3BxGVDqL3s7WeShhCX8eNFT2/G+gMfYuWw24jJYCXet+xIvxZvSBXyLpFDEkeF53o5s6NLXsfZsxchkZDbkjabPHeTbJYWoq/Fwjlx9ArjDAB+Lq7F6DB1wP8NpL8CGmh///vfMXz4cAiCgDNnzmDYsGE4deoURoxozeioqqpCZGQkPv3004CLaUOr1eKJJ57Ab3/7WxgMBsycORP33HMPFAoF1q1bh1WrVsFsNmP27NlYuXJl0PP6I0wVXDCwWinOlys4bDBv+ivg9HIjVkVANec+UfO3Cgl8yU+lOzEzZSpkks4H1wfemhHQsm8PohZ0Pl3dGUTwqVrbS4o9+omd4ioMMH53CWFLBoGRdD7GSioN/HmKLevASgJ7+VgJuT6WKgkLm/NyXCYvABvyK3Hf0FQi85PWYd2hv7oDobna/biJ/HYdJ3iGNyhZwnXQRHiTxcL2wnZvjMqLWcB1Tdx0eDjZ1n4SqQbtH5lZKdkevFKWAQP323L7pIFOzx3ogvDwcLz77rsAgGuuuQYbN27EnDlzsHHjRgDA/v378dprrwUUNHHiREycONF1PHXqVHz33Xce182bNw/z5s0L+gUES7gmuBpnv75aXAVrx8W93o0zALDoYf35LShnrwIjopVJhak64DVGhwkXmi6JqshtOHgg4DVNP3wnykCzOwLHuRWcr8O8a8VXFm+ur8KlU3vBMAwGjJyG8Ciyma+M3L/hxRvscFQZIE/p/PaNQqGAVCoDx3n/jrEsi6QkcSEIMkUUVJEjYWk66V2GVIvwuEmiZFzJlPgIfFvm7m0uNVlxqtGAEVHitwlI6LDu1l/dgq1dnGMoYtC83MesvJWoCK7gItH5OsK5k5UYNoZs6aam2nIUnt4HViLFwFHToY0gV1oJABxloYk1DAY14YSOmPRlqMh73m0sOn0ZURkcL6C9+coTSgwK+CgfyIsyduxYl/LrCyREB3ZL+sPZ6D96hys4AOuON0XJUAf5BKCWiXtSYNVBvBci0+6DiSsj8V03Njdg64f/wqUTu3Dx+E5s/fB5WIxkFRHrJeC9PY4i8TIjI30H0fM8j127doiWYTeVeB1nWAUSclYRKbMBACaHEz9Xed/m/rSwGlVm8UVY+5sO60148/CHyciWWmBUZD0mHSE6Rtz9pD0tDdXY9uELuHRyD/KP/YyfPngeNgvZDF42vGsKtkulnvpSoSDrPbUYiz3HWi4RlSH14iU1OjpWK9YXAQ20QCnioaiS3Z0cPieuTAFfXxzwGq7w/7d33uFRlNsf/85sTza9J6RQQq8hECAUKYICAooKguLPglwVvYIioF69KoroFZGrF8UCIkq5IB3pIL2GDukJhPRkUzbJ9p3fH9xdkuxm27zZJOT9PI+P7M7kPTM7M2fOe95TzjmUIdkQ3QM6o4083OY+PmJvtONZkTvw8Sft7iMO5ueFShzZ3m6jZxKLBLdTLkCvuxeHqNOocGLHzygtsG6IuIStGi7/Q59byVtMr159bRodBQW5qLISFO0oel01DNpyq9s4owaa6myXx67PjfIq1DSwfGLggEul/H+v1qbDWhJRcktvb+cAsnWqAsc7FwdIEqkH2XvrVvIFGGqt0GjV1biTTrach76IfwkdR7BmjLEs2XTR8rz9Ft9VEs7izKmyTKQjtSDskgeNdNp4c8JDwvMGcWTpUigGWNfjkASsAK/1ngmpjVghHwn/paHCVT85cDD8fi8vbymeeD7e5j4iArXD1FYMltL8LBzasAxlRY5lktrDkRpnjANeNnsUFubbNDpYlnUoVq0hGNb23zoSo+YoMjv3j4cDiQL2aG06rCWh0JRbfKdrYPneVdTapmuFJZXyf95rU1lqGd6iqSHrQRP4uidb3tThozZ8it9bg7USz8iwZI1mbwLvp4awayVUVlZi4cKFWLhwIYqKirBw4UIoFAp8/fXXOHToELRaMhVzGxtH+9UVlvOLf2C97ZfokCQ8CYbhV4zzhiIFakPDx1rMsxaaoaoK2lz7houRZ8FiAMiw47XsPzSGt4yKUusBzkaDAbdukimEy8rFYH1tLw9I4/jXQUtPt12DrEOHzi43/wYAgUAMmU8DMX+MAOqqW8SKLXfx9URbL+tLUIFSEfoF8S+3cL/osPuRErWlnjqce4KoDOWWzUTHcwahhKzBUZJvWXcyN4N/7cPaCDzd41G2FkdbUEA2ESW43VMW3wXG2F8ZcoZAqRTyehPJTt5klrbtmvdz5swxW7W9evWCwWBATEwMbt++jQ8//BAsy2LRokVITEwkckCNhaSBquX10fJcOxb4R1pkjdTZHhMPcdcRvGQAgMyOF0OlV6NEpUCgzLWin4yDMxmRjXgoRzAaOdy8YjvpITO1BN3j+AW+y+QNv+jFMjIPkya1FMZyGxMBEQtxtC9vOWKxxGYV/F694njLaNBJzxmgLDoFg74agdGTeEsRsAxe6BSBLKUKmZUqaAx6hHtK4SkUor23h9X4Dme5X3TY/YjRiqEvZAh7JAQCwNg03VtIZ3EKrPQVFUvJxrkxnk3XVk8uJ1zLz0qiU1XpeUjlE4jKeadPOxzMLcXN8iqMCPNHVwLJTYADBtozzzzT4Da9Xo/vvvsOS5YsMTcMbq54SIUI9hGjqML2bPlWAb/6KKJOg6FNPgKuPN/KVgbC2EG8xjeP5MASTVLRZYyOHu7S+KxEclex2WoqLRAgYOIkl8Y3UZhXiZoq29ckN7uclwwA6JE4Hjmpl2CsF/snEIrQvgeZF7M23U5NN0K6OiIiChUV5Va3iURiSKX8gqIN+hqoKlJs7lOjuAYQMNAAgGUYtPf2QHtCs8763C86zO14hwKVtSZP/mTKntgjt8qa7nQdoa8v9MVN000g9VoBuvSyHS/sDMFtYpFVXjfjOSy6K7HxAUB1oem6H1RVKREQYKWTgYsoCy29sTWKK0A0WQMNAEZGBGBkRADRMXmtswmFQsyePdvc5qS5U1ZtPzBfybfJqUgKztiQUcNBc+DfMFby75foI7G/9CMX8UtZZuzFMRkM0Obze5ivX3SPMvD09seopyx7CRoMBmJZUJzAjgVGqDZORETDL0qdTotLl3gu2TqUNmuEQd+82285QkvTYW6lfqHtCvvlfUjgSbhOlcCP7EvTGQLCyHVEAACJFW+ZiEc4gzUEAe7JerXmZCDtQYOVOnvkQvgbH6cNNIPBgJ07d9b5LjiYX2skd1BRpYbOgWJ7FdX8DDRDQRpgywDjOGhuHuUlAwDkItvehjDPEMSH9OYnxIEEgIrjx3mJyE5zLFZOreIfOOwX3AZefvXuVc5ILgbNXgKAngNHIP1aKpXZ9JKlpd3kNb6muuEuFbWpKbftZWuutFQd5k70ej1grDehbai+Iw+shWr0CelJVIZQ3nSFakvzyZbysRb7adCRvS7uSqCxlsUpkZAu8UFmUtxU2DXQli5disuX763jCgQCLF++HMDdLIwFCxY03tERROpgsKaXjF+AJCeyf4Pps/kbBBKBBIyVNbPuAV0xq8ezeKf/HIgbaHHiKKzYgd+sQW+hY4gdzIAR2qjS7yh5mdehLLM0nkvyMnmPDQBCfzszTwED8OgiAAAqVQ3+/HMr1OqGY9A0Gg0Mtpam7cAKHVtqFDi4X1Nzv+gwE/yfBPtYq1HVGFhbCXBkdcAZWB9fouM5A2kPWlW5ZftAjZpsWQzWzz0eNGs6TGQlxo4fLTtb2+5TWFxcjJqaGrz55psoLy+HWCyGQqHA22+/DYFAgCNHjuCXX37BM888A5ZH6YjGRuOg52LysHa85HCFDhTBI7DE6SGSoXtAZ1wtrest8RTJ0DPI9T6MtRF4ecNQXm57J0eMOBsMG9sRuzdes7ufq/0Ja5N28S+r35MqsyHuGgT11aIG26JI+4SC4Rk0nJOTfde7YQOO41BQkGdzKdQWUnk0xJ7RDRarBQCRNBgyH7L1qhqL+0WHmXDHAo27MluDZQEoqCms850fYQNNdY1snTBnKCtWIjiYnAfPWt3GvIyr6DZgDDEZkmhfqAS369R1FHcmFxdmiwsXTmHQoAeIjRfU4XkUp9ctF+UXRbaTQGNiVxsJ/rfMdfPmTTz33HN44okn4OXlhWHDhqF///4QCoVYu3Ytjh7lv2zXmDiaxekh5WdwMF7uuZEBoFhlGZTuJSZXhVsSar8khCSYX9kIjcoxw1lAwIMmklj3+Eg9yMQ9qM/n2exZR6IGmlLpWLwcn0QBzqiHQVfe4HZ5QD+Edfkb71Ix7uJ+0WEm3OETcFfxXonQUo5USDamivHnl2nOhyDCHjShFQ+TxINs5wUAFkW3DaXuiTcNCuJfhqg2eo2lx9FgpfZec8XhN4ZYLMbgwYOh1+shl8sxbtw4AMDPP/+MCRMmwMuLcHAfYUQOvuCPXclD2zDXG7aKovtA7ekPVNvI6OOMMKqVYKWu/2Z3lHkWM08A8CTYxNrv4XFQnjtrcx/fUaN5ybhy3jHvldHI8aqJW6Mss7q8CYZBryFkMnrsZXFqbhRD0oHfy0KptB/TIhKJeWVCqatuwaBtWI5Wlevy2A2RUl6Ni6WV8BIJMTjUFz48PbPWaOk6zETLjqqpi7V8FLWebC9OpopsIVdnUJZVw99e6IMTBEfGWixzhkZ1JjY+AKhTLDNeDSXuMdAqKuxkwjs7XsEhi++UJafgGz6EqByNwYjjBWUoUGkR6+2BfkHeRGL5nJrSb968GYcP3+3zd/LkSaSmpgIAZs6cyftAGhvWwR/L34HekLbQ56fYNs4AgGHBCPkFQ65N/q/V77dl7YFEJMWwNvzLeQi87BuqBqUSIh4zVE+5GPYS4BkGEPCI3TIaDDiwfhlUyjKLbe17JiKiA6GgZIaBzdcngWVamQN9BY1GA4xGo8vLdQKh7SUZnYasEk0ur8aatHvZvDfKqzC3ewwEhGtIAS1bh5mwc5e1KG6Wplp8V6nhV+qoPnrCDbidwS+IrNGvrraMN9PpyBq0rI+Vd6CbbriAAH6tAy2xpgPJ65UNmQVILr97ba6XVaFKb8CIcP6eW6c0uEajwbx58wAAa9aswcCBA3kfgLsoUDg2A/CS8VuG0qedtL8Tx/Fq9QTc9aA1xKk8214vR6m+fNHuPoo/d9rdxxaJI9vD3kpZx+4hvAo+FudmWDXOAEAiJaO8Ob3R5vImAEDEXzF069bLbhsng8GA4mJL76qjiD1CIRA1bJxzBjV0anJ1pS6W1O23WabRI9tKfzsStGQdZuJ+Mc4AoNpgqZd3Zx8gKsOYQbY5tjMoy8gG8CsKsy2+y8uwH8PrDNoUy2VBd0G6sC8YK7qScCHkGr3BbJyZqK/TXMWmNbJnzx5U/89iNxqNmDZtmnnbd999R+QA3IWngz3RIoP5zXgYmX2vEyPz5n2TCBgB9Jz1YHEfietLtHVkeNuPnxDyLCoolgghEgmh1TQc+D5oRHteMqSeDV9TTx9C8SksA0YiAKdpOKZOIOcfW8NxnNUWKfVxxNNm8+99YlFVcqGBrSxYAbkMTrnI8tmUOxgzao/7SYe1FnzEZPSXGZkMsOJ5cgc+AWTjwyQyOdTVdV/+Ht5kY+yEIXLos8kYGM7i5UU2Zk8k8YVGW9fgFIkJy2AZSAQsNIZ7E3QvQvrLpu9iz5492LNnD4qKiqDRaPDyyy/j7bffRklJCZYtW4YffvgBxiZqoeEsXh5i9Olgv2ChWsuvbISo+4OAxJZXhoFkwBTe69NDIgZY/Z4Fi/HtyGT0yHv1BmvLAGMYBE6YxEvGrfRSm8YZAOh4XhOfgDC062G55OsfGo2oTn15jW2CYRnI4m1XDBdF8n/xZGSkObSft7cvLznygDg0NH9jBFJwRnJZfnGBXhDXmjl38JYhREamHtL9pMNMuK1wgG+9+zkwmrgIDyulWjoHkM0ODnpkItHxnKEwt5zoeIPGP4fadwDLCpAw5mmiMkRhVia0IvckBGVk2O4z7CyBVjI2/ds+TlSGiGUxLNTP/JkFMIrA8iZgx4O2bNkyHD58GB999BEGDx6MCRMmoKKiAqdOnYK/vz8qKysxYQL5lgmNRXSYNy6m2y6M6ivn92LQp50ENDZma2IphB2sG1fOENBAj00jjCiqKUGkF7/elQBgVKtgVNhKduBQcewv+PFIFPCQ288WO7ovDeOe6OGyDADo9+BUxPYZiqKcuwaOX1AbBEa0I1qUUdzBH0atAepz1pefa47fhiBABoG1GA8H8fS077ni6z0DgNLbO4AGuspyhhrk3VyBNj3ngWX5BfNzHIdNWYXQ1orPS69U4XKpEr0C+Mfv3G86zK3Ub1dX4lgBY2dgrcQ32Osz7DQyK+O5qZxKQAhZb6C3fwge//sXuHJ0BwRiCXomjic6PtBAtrmbitcGB5NriwUA5QWHLb4ru70bIR0sm6jz4UThvRAaI4CD+WVo58M/fMbuXTp8+HCsX78e58+fR0VFBUaNGgWxWIwZM2Zg9uzZmDVrFu+DcBcnrpDt8WYNXdop2ztoVTDkO+YFscW5gobjw84VJvEeHwDKDx0ErFSurk3lKQdi7mzQJsYPMk/by8+3MxR2vWyOIPP0gaqqAoW3U1BZVtgoFbNFETaMCg7QZfOrLN6uXUfI7DR3b9euIy8Zek0ZdCo7bX04PdRK/gV+82s0KLTSXm1vTgn0hDxb95MOA9wTg6bT6axIIi9Za7C89reUOURllO/dY/mlm7ymFaXkM0gV+TlQ11RBVVWB8mLyGdXabCvxujxXMRxFpSK7FF1dahmmoVGSjUksVWtRXS/++JaSTAytQ4FZISEhWLNmDQICAmA0GjF3rmVPw5ZASYX9bBe5B89aVQL7HgXN+c0QTnjHZREF1YW4rWy4PIVar3F57NqoHFhOE/rwW8+/cOIWVHZ6pEqkAiJ10E5s/xHFuRkA7gbW6rVqdOo7gve4tWFlorsdAwzWX2YMz/tLIBDgiSeexrlzp3Dz5lWr+0RFteUlg3WwVItAyD++xlMktJqVWK7T47+ZhXiqQxhvGcD9o8PchUgkAtncQOtwVow+bxHZzEdBUDB0eU3TAJx0FmdZcS6ObPoGxv91cLmTdgljn/sHZJ7kPHUCa50E7PUZJoS/fxDhEVkAjWtcegot481ITWUcfusFBQWBZVmwLGuuH9SSKK/SOPSjZeTyC45kve0HzRsLUsHpXDeikoquWFVs5vEdanZtH1Wa7ZkGI5UiYNJjvGTcuGzfqzloRAdeZTYAoLpSYTbOTFw+tgNn9/4OdQ25tH5GLIC4q3UlwwbJIG7rZ3Wbs/Ttm4A2bSxjglhWACnP5smsUArAfpCrxJP/MrqPWIjeDSxlXi8j631o6TrMnfBpFcaXSh3ZMhu6O2Q9cs5wK41ctjMA5KQkmY0zANBrNcjLsD5RcxVRiByMZ11HgzSOzESpNp061e14IxAIERxMuMwGYy2EhmwWZ7Xe8llxu4HW0pGJHfNcHDzP72EWBETZ30kkBQSue1LsZWkGyewnQziEley62kR/uAjSKH6Bwx6e9mPQSKRei6UeENQrT8EZDci6fhpHt5DL5uMMRugy6y4RiLsEQj62A7wejgVDwBMIACzLolOnLhbfG40GbNu2ERxPI51xwBNcrbjOSwYAFNRocEVh/YXsYWVmSnEPAj5VoZ3AU2jprQnzJFtNXhxGNq7JGUIiyUzITKiqLB0IBgeyup2FrReHxjSCBy0trW6bQoOBfxhLfRjWyn1MOLTFmgeN1M/Vagy0ihrHss5S7vCLERJ1eQBsrWwnYdu+YOoZbZKB06zfOA7SLyQO7XxirG7zlfhgTAyZZTtxYMPuZlFoGDTZWbxlDB5lv4RG6g3Xa3qZEIml6Dn4EavbygpzoCzjP9PlDEbUnMwBV11XYWrTS6G5UQJDMdlq3JmZ1j2cRqMRpaWunw/HceAM9j28ypIzLsswca2sqqHVYPQPJlxugeIUgpi4Op9JJDfV57nu0+vKYIQY345fd5L6iGzoscaGdB20SoVlbKi1/px8MJSrYVDUjaHSZpYTlQHAavb0uXMniMrgjFb0GEfWO2wtmlFCKAmFf3PAFoJcKnKoAreUZ/0SRuwBj0f/CWNRBiCUQBBwt2G1Pi8ZxrI7ELbtB9aDX9yWWCBCe58YZFZkW2yb0WUKgj3I9AMVh4Q2aITpCvKRv+JbMK++Bnkf10tV+DtQd05IyOvUMe4BVFWUIO1i3Z6LLCuARMY/40Z1Jhc6a4pMx0GXXQ7d7Qp4TegEgQ+ZEhIeNiqkS6Wu1ylzNHnCVjFbR/G24aU9kleGLr5yRHgSzuqjOITH6NehL0yHLvkoxN1GQtAIZTZO5Z+r81nP6VFUU0JMhwGAKNDKWC00i9PT2w+KegaZ3Jds/2fGSs1QQ5F76siRzuIEIwC4+h5Gsh40McuARV1DTcwzJMdEq/GgeUiFEAjtX5inR3fiLYvTVEGXcQaq3V9AufJ5KFc+D9WepdAmH4Whfuq6i5wpsF5EdPmllVh0+ktUqPkXGpTE2A82rzxzmpeMwlz7Hku5FxmDBgC6JoyBp09dhdZj8CMQ8zBoTGizym3vYOSgu21nHyeIiIi0uhQVHh4Budz1AH6jQQt7UxmGFcO/zcMuyzDRO8ALMQ0U8DUCuKpouj6KrR1tYSZU2z+FPuUoarZ8CK2CfMbgpSLL+Klt6buIylClWUl2aqFZnH0eeBxC0T19KPX0Rtf+ZOpemqg6xD872xHCwyPrfGYYFtHR/BKcLDBaWzYle+21Rs5iRD2hGM5W40HTG4zQ6+3H5VQ5uBRqC9Xer2EsrLf8pNeCK70N9a4lYCd/DIF/G14yxDbqT+XXFGLxuWX4bMj7vGRwWvt5XEYdv/iHCoX9dGRCOQ8AAKmHF8Y9/x6K7qSjprIcIVGx8PAiEyfCeohgrLS9NGhQksmw1Wo1OHJkf51g7uDgEMTFJSA4mF8MD8PaVgvyoAHwi3iQSJkSsYDFS10i8e31W8i18uz5OBg7SiGPZttH9z5wRmg2vQvxS6uJylBbWUoXEA7iFgQSisl1AdJZnDK5Nx59dQmyb5yFSCxBZMc+RMcHAGG4HNrixmm1VpuwsAjk5d2L+Q7g2ZXGGqzIA0ZdXWcFIyA34QdQp8i2CVVDcRtO0mo8aJl5jnmU9p9vuHyFIxirSi2Ns9pwHPSZ5xre7iBeYtsPvlJXhTJ1OS8Zmhz7vwXD03rKsVZzpx5qFbkg2PLiPJzZsxapSUcgkXkSM84AQNbPvnveqOQ/ASgrU+DQoT3Qauu+3GpqVPDzI1HB2obhxQigUxXCoOUXq1mbap3BqnEGAHEEitVSnEerJdcpwllulFk2UOdDzSX7PYUbi6zkIuJjFt9JQ17mNdxJuwxFIfniwYQdTA2SkVH3OpeUFEGpJNtiyjPA0oD18OVX9Lw++TWWkwxSUW6txkDzdXCZzJNns3RGbH+pzFhtozq/g5Rryu3uI7OSIeUMIn/7L3tRCD9vjSNZnKRi0DSqahza+DVu3TyPvIxrOLZ1JYrvZNj/QwcRtfGGIMz20iLrwPnaQq1WY+/e7SgqskycqKqqxKFDe3mNfxcbRjdngKYqCwWpP4EjFGybVdlw8sSZYnKGIMVxxGJ+9ykfrLV/4oOEZ6Y5H8JjyPbJVBTexl+bVyA3/QpupyTh8MblqFGWE5UhCOYfj+sIVVYyUiUSsvGmmipLJ4OmmqxR6yfm103FFq3GQHO0WXqHNvwC+I019j1CXLX9fWyh0qtQprH94hIyQkiF/Fy5XgMHAUIbN59AAL8H+cU/ePvafyBFYjJLHvnZN6DT1Hbdc7idQqbrgglxRxvLKVIhpD351fnJy8ux6d0oLMyHXs8vXV1daT8GxaivhqaaTEzStfKG43QulZKtiXU/IHFDX8SmrIOmM5ItG+E/8kGL74RBwURlNIRBS7Z0xJ3US+BqdXfR67TIy+Jf7qY2QivtDuvXRSOBNT115w5Z40lblW0pV03Wq6luxHjGVmOgSRzMzmR5ZniwUvtZO6yc31q7mBVDZCdOSEAgSynvm68BWzV2DAaUbP2Dlwxva1Wr61GUT+Yl7ellOZv18Ca3xMnpjVAda1jBsF5iCLz5Gc2VlbaXAEQiEe8aVkKpgzE7hIIDfW3MQHVGggGI9wtuCHB3Vx00a9ir8+gsVVYKbuuLyS89WsPbn6w3UGYlJMND7ktUhsHK48ipyNcos4a/P9l4QevlrMiaPXIrddCEhGqttRoDTehg2msN356PYg9AZNvoEMYO4iVCwArgK7Ht6dMYtNBY6XPnKAaVCvpS243lAUB5jl8tLK3a/u9NykALatMeMd0SzJ/9Q6LQvmcikbEBQF9YBdgwKIzFNTA6cL62qB1Uaw2xWIzKSp61/CR+EEnt147SqshkJId7iCFpoBixnmSGyH2Cxg3Orab0oAmsNFDnQ/m2zUTHc4ZKBdnah227JSAo4l7tyMiOvRHW1rJgNR/0KVZCcNw0UcrL4xcDXh+OtbJcy5JdRrVeB42MgUZTpOoR5Msvbkt7YQugs50BY6qNxocorzYoVjVsQHkKPex62WzBisV3Ky7beUGyPMo5AICXj3trXCWMmY6u/R+ETquGf4gDXR+cwG58GQPAgVIvtvD29kFJScOz/+rqauzevRVTpz7LK8vSJ+wBlGT91+Y+QjG/cAAAuFOtxsbMwgbjkgMkjRffQWmYpvSgSXiGZljg4QHUkDWUHIW0B00oEmPElL+jrOgOBAIhvAPIdl0AACag6eoO8s1Ar49E6gtNVd2QIqGdBDtnEbOsRR00UUuqg3b27FkkJCRgzpw5Vre/88470GjuZkIcPHgQI0aMQEJCAhYsWEA0m0gisv3CYllgeB9+hfJ0mWft7MGAEfMzAgFgnJ1q2wlhfcHymIkyAgFYH1+7+0W8PNtlGQAQEe0LoR2jheMADU/PE3A3g/PI5v/g4IavcW7/euRlko3dEPhKwfrbuLYcwCn5xdfExw+0a3jpdFqUl/OLc5T5dIJA0nCAs8ynM2Q+/GsGXldUWRhnprvWUyjAQ5HkU++dpbnoLxNCNzSu5hvHyIfblWS9KIHjJxAdzxlIe9AA4PrpPfjrj//gyOZvkXn1FPHxuVL75ZUai6IiMl55ExJ5jMV3Ui+ytda0RqOFDiPVD9stBlr//v2xfPlyq9u2bt2KzZvvuqCrqqrw4Ycf4j//+Q+OHz8OlmWxevVqgkdiW7EZjcC3W67xkmAvvoyR8vM4maiwkyTQL4R/fRzGgVkAyzPrhmEYhEX52t1PyDMwWqtR4dDGr1F4KxmaGiXKi+7g2NbvUZLHv11VbTz62zDwWQYMzyxhqVSK2NjOdveTyfjN3FWVaTBorGcb+4SPQlC7J8EQWIrylVj+Hk+2D8XfurTB271i0KYZdBFoPvrrLgZCNZZsIRQ23eKKvfANZzFaaWbtLkh70DKvn8G1k7uhqamCqqoC5/avQ2l+NlEZwhD3ZHFaIziYbFN2o97SQCZZIgi460GT1XtXBkrJZEE3aQxaeno6/vOf/8DX1xcAcPToUQwdOhSdO3eGSCTC3LlzsWXLFmLyNDr7wbWpd8p5yZAkPAFG9r8g1/ovMIaBZMj/8RrfxIHbRxvcFimPQJQ3v0K4AGCssl8Fu/zwQd5yDDrbCrRnfAQEPF3GhbeS62Vw3iUn7RKvcesjDJED1oxJBpDGhYF1MJvYFj169LHpRYuN7QSplJ9hU1N2o8FtEk/+95aJPgHeaOd1z+vY01+O7n5yRMllELmpHY+ruFt/mXBXVB4bVnciwEb2Ii/DyisoiGCbJwBQ7NxGdDxnEBEqEWQi4/Jxi+9Sk44QlSHwsLLEzHNi6SikPWhqpWVGuraGbEcMIctgfFSQOTHAUyjAw4Q8/002TaqpqcHcuXPx6aef4u233wYAFBQUoF27duZ9AgMDUV1dDY7jeFctd9Tl6Gi2Z0MIAmPgOe1LGEtugfUJBadVQV+UCRj1EMXEEVneLFUpcL00ucHt+dWFUOlVvOugCeRe0GtsV76XRETwknFwx03k5djOTMzL4T/jkTWU6UQ4CF2XrwSsTAQYbwmk3cg0bfb0lMPPzx8KhWUMYnBwKAYOHMZbhlDs28AWxsY25xELWLzYuQ0KajQQsgyxmWdj42791RR4PrIA+uJsaK/uhbj3eAj9+T3r1rBcHAIYjuxvJQoNg+422YbijiIgbKBZQygm62XmpJbH7K77l7QHTSgNgF5TXOc7AYHY2fr0CfRGJ19PlKi1CPeQQEhoctlkU9R//vOfmDRpEuLj4+t8X/9GIKXcMh3o+QgA00fF8pbFCEQQhHQAI5WD9Q6CuEMCxB0TiRhnAHCu8JLN7XpOjxSFjW4GDhI262XbO7AsvAcP5SUjK81+pmhJYRUqyvi1HtHrrBuauelX8dcfK4jFo+luWb/PuAoNtHfIVckeNOgBq89FeDgZ75ZXcAKEEisp74wARRm/QVXJ//7iOA4nC8uxMvkOThSWQ9CCjBh366+mQhgUA48RsxrFOGuIm2UpRMeTtSXc39EJblzKIzqe0UpvSa2abJybschS13IasrXpAOtFaSUSsgkiAdGTUD+0KSjmcaIygLvdUPbnluLPnBIcLSiHgVDWa5N40LZv3479+/fjxIkT+Omnn6BQKDBixAi8++67OHv2XpB9SUmJ002fAwKs7y90MBvsocHtIWnm/f86qNoAdmqJBvr7IIhnH7jilGrbOxiNyP9qCXp/scRlGR4eIlRobS9xsgIGkVH+kPBYHjz7p/Vg2urKUlRXlqLwVjIef/k9hES2s7qfoyhCvFCaYt3orPnrFkJmxkPIs5sAAAQFeSEtrSNSUuq+zKKiwnlf97t4ISR0PtIv/ozKklreWk4PvboYxRnr0GXA6/DgsZR+IKsIO2/fnd1mK1XIVWnw4dCuYJu5QdMU+ssRyFz3psdb4kX0XKqDA2BtauSO36tH3ygEBpKLQ2M4S4+jh4eE6LmoBQLUHMmuKxcM8d9LLveERlM3IaFNmyCiXSyKc8+jflAAp01BUMQDxGQAwOrTqUhV3A0JulWlhkAixOOd+U9qmsQSmTBhAiZMuJdZM2LECPz555/Q6XT417/+hYyMDERHR2PZsmWYOHGiU2OXllbB2ID12qu9Py5n2G6zVFnBv0msLi8Z6j1LAf3/MrgYFmyb7oC2BsKIbhD3GQ9G4Hr5AFZj/wY+lHoKbYT8ykjc3rbL7j7VaRkoLna9Tlls9xCcP257+UHuJUalUgXwKId2K+WKze0cx+HquVNgHaj/ZQu1Wnu3lIbeyj2oN6Lwaj7E7cm0fykrs/TWHT9+EkKhJ+RyMspUqWioFRaH3Kwk+Ia7vlxwOqekzueCag2u3S5FmLUYmAZgWYaXUeMKTaW/THhKhKi2Uq+Rz3NoDdWNI9AfX23+LBz+MmSxCQ3/ASEYjiF6Lvl79ln9nvTvZVV2joJYSzQAqKm2jAsuzs8jei5aK6sAHMcR/720Vros3LlTDC8vcoWK8zIOWXxXkH0MQnlfYjKqdQazcWbiXK4CwwIcKFpvR381qyhcuVyOd955By+++CISExOh1+vx/PPPExs/PNC+Ir+aaX/JzRactgbqnUvuGWcAwBlhzLkCY2E6tEnboDmzkZcMf5n96vcXCi+hQsPvgRKHOlCTRsDPxo+I9rW7D4kSGx7e9o0iuQ+/KtbaDAXUZ/OsG2f/w1BuO6bPGawpMoWiBHv37gBHKLaOYRueSAgl/Low+NfzagsZBj7N3Htti8bWXya83BSwXds4AwD94RXEZVgrShsuJxuHJAh2T1sna5DO4vS0ose8A8n+XoyPFQdAI2SmaLWWulAqJRMGZEIgstSRAiHZLFWJgIVHvVhDfyvZ6a7gNgMtISEBX331ldVthw4dMq89jxo1CocPH8aZM2fw2WefEXV3nk+x397jzA3LJtTOoM+9AXt3sz7rAi8ZvhIfjI4eblsGZ8ANBb9YDt8xY+3uIwzkl60SHulrdx+Nmv8MNH7UFAhq9RWVyX3RJra3+XNodGfEdO3PS4Y2236co4FnLF1tevXqa1WhVVdX8a6DplUXIefK51bT1AFAKA2Gp193XjJGRgTUaZMyIMQHedVqfH45Cx9eSMdv6XnEDE2+NAf9ZUJgpbUMocLlZlQqcvepLdp7W8aH9Q+LIyrDUOSetk7WyMu2vWLjLIMnvFinfZFQJEG/B58iKsOQZyV7vxEeQ53OMq6ttLTYyp6uI/GMsfzOSm00PghZBgOC7q0kMAAeCCOzStJyp6suEOwrQ3G57SJ8IbYKjToA621/tsZ48M8imdj+YTzQZjDSyzMR69sOP15bi4yKujW9gmT8PEIFK+3PmCXhjR88zBIozBkS1RGTXl6MkrxMCMVSBIRGg2EYVFeUwmDQw9ufXxNzABB4iWHP18fKyb2w5XIvDBkyAvv3112KZhgGHh78Zu4FyT8CXMNno1cXQVuTB4nc9WX0YpUWVbVqVJ0rqsSJgnLzu+B6WTU2ZBRgageyHoKWjoC1fFuS7sQjk8n4RBQ4jLfEcineS0TWw2H0lANKd5yNJYE8QgCsIZP74Mk3vkL6lZMQS2SI6sS/3mV9rNZBa4RsVIlEApWq7gTQ29uXqAyV0jJEQ12ZDuBBonIO59+bEHMA1mcU4J0+/OKZgVZmoD0xvAOurzpnc59Rffm1YRIERAFSL0DdsEIQhPKvwJ5Rno2NqVtRrCqFzqCzmq4eIOW3BKXNabjxtwlp2xheMqqr7C/5yb3IZPZkXT+NG2f2Q6OqgkgkQffEsYjtzS8LtTaSHsHQ5FQAVf+bGbJMnTcn6yWGtCd/QxAA0tKSkZGRCqFQCIFAUKd3Yu/e/axmSDmKXltp0zgzUVORzMtAu15Wd6ausdIEPK2yaVr0NGcKFY1f6d1dvTg5K64ZpdZ+/UWnKCBbW8sZSvIq4OtLtgzG8e0/Ii/jGhiGQUleBuKGk81KFAZ4gPEUgau+5+ES9yffUqpfv0E4evSA+bOfXwDviWV9dNWWvYvrl93gy22lyuIuriJUHLlZxaA1NjUOxDJdy+Lvkha262d7e7j9SvC2KNdU4OuL3+NOVR40Bo1V40wmlMGT70xUaD+RQRzCz7uhKLaTKQogtA3/oNGMqyeRdGgT1NUV4IwGaDU1SDq0iWwVboYBamrdY7WMM2GEF7we7QzWg39vyaysdJw6dRRFRQXIy7tj8TLNzeVX84kVOqYkhTZaQTlC/Rg0a8hFrWoO6RBCOy3rSOCuXpzXSm5afFdcwy8O2AKeRZv5QNqDdvnoNuSmXwHHGWE0GpB28Shup14iKsNgMNQxzgBAf43wNQFw4sThOp/LysjLsCgWD4C02RMka7zaja3KQLuQ2vgxaBzHgaspb3A7G94FgqievGTcKE2BwU5m0JMdJ0LMI1MUAET+9j1wLM8Ym1t2smoBoN+QGF4yACA3zXoWZ9qlY7zHNqHPVza41qTPJ+cVSEtruEgxABQV8buHWVYIgdj2tRd7REHu35uXnF7+nrBlBggY4Il2TRfg3VzRaOx3ROGLu2L/NEbLXqWHchrukuIKjJ0Wf41JSR7ZtkLZNy1XgJLP7icqQ5dsaSgZK8klN5mw5qW9cOEMWSGMtXcg2cmHNZVPymRrVQba+WT7BlpBKb8Xqe7afhiykxrcbsxPBqflt0RhL7ZMLBCjfyj/QFujA42exSH8XN+OLHH+tSeVlwwAkPtaT2bwCyIXQ2fznWbkoLlZYmMHx1CpalBQYL/4Jd8XrFdgfIPbGFaM4NjpYFh+3q0VN3Nha5rxQZ/2aONJNqvrfkBPOuDMCu4qrmvNeCKdxSkMI7885yht2pH1oHl4WXqtfQjqMABgg8kuMzpDZGQ00fEEQsvwGD4lrqwhtdKG0P6b0zFalYFWUW2/GnKRnSQCe+iz7WRochz06daLpjpKrF979A9p2ADjjBwUan5ZfEa1CgaFbe+WpG073lmclQ5kNeY1UJ3fGbokjIZ3QF3F7+0fgo59bWfDOgOntG1s6m7zP4/8fMf6yJWV8Vuq9/RvuO+iQOQNjZJ/k3l7cRoplfaXvyktmw4+llmcQyIGEJVhtFIv0F2cPUq2xdTgiTPB1lp+FomliB81hagMY1HTxX1mZPCfjNeG4yxNHI6w2XNN0XgJKK0qwEMkAOz05YaPBz/nJOsTAkO+7fIWbDD/1iN6Ky0/TOg4HVZcXoV3E+a6PD4jlkDg6wtDeXmD+2iyMlG2bw/8xzzsshxHapyRyOKUeXrj4WcXorK0AJVlhfCQ+8E/lF8h3/qwdpIZGAK1ELQOeDVZloWnJ7/4Q1Yow92EcUtvjV5TguLMDQjtNBNiD9e9EyxgJXryHs4UrKW0TLIqLRORcirz0Du4BzEZwjYRMJSTLXfhKD37k0kKMiHz9MITf/8Kt26ch1AqQ0S7bkTHBwBBqJV6oaTruDRATEwHouNZ07mkTyXGu/G8/K3KgzbvKfspyeMG8XOxiuMmAeKGXcSC6N4QBvFPv71ScsPm9rzqAl7BtgzLws8Bw6vi5AmXZQCAWmXfqymRkIsZ8A4IRZsOvYgbZwAgivGFKKbhJQ2GQPHCqir7/TyDg0N4ZXECd5e4GNbWZIWDqpLfbDdK3vAxMgD23WmEoOH7AD954xuu7opB01vJFv4rl59OsZBxxzGvc2NQmNM43qjorvGNYpwBd6vb14fxJLss2DBk7ztrdRyNBrLxdBVWunqQolUZaB3a+MHKcnEdYtv48pLByv0h6mlp2IgTpsJjyhJ4jHmD1/gmgjzs1zir0fMrNqk8c9ruPgzPTgKeDrxsAkNaRo9BhmXgOSwG3pO7wGO4paEv4FljDwC8ve3HtERF8Z8AAIBIZrvtFcuzInd3/4avKwfgiqIK2281XZHR5oqnlU4CpP0bDMOA9anrHWUDyE9qrBEk4xc2UR+GZxgGH6JjyRQsdSeMp/huhk4thMFka9MBgIeH5Zi+vvxKQ9VHIG78TgI0i5MQWfmVMNhYU+nYxgcRQfz7+km6j4IgvEutbxhoz22C+q8fYawi4xV4qtNku9lJqWXpvGRoHKiDBgO/2cNDj3W1u0+7TuQUrF6nxaW/tmLHD+9j64qFOLTxaxTfaajfpAvjl1RDuScdNYfrxp4IQ+WQdOZXOBgA2rfviMDAe5mNYWER6NKluzmoOyIiEh068K+zZ9BVQSCybRgzVjOkHKdfkDcC7ZTauFlO49DqU2XF69wY/i5hz4fqfLY28eSLXGD5suzo156oDH1WJtHxnIFlyEcRJR3ejM3fzMMf387HzbMH7P+Bk7BiAYQRtZ59BhB1J2/kDhxYtwZlTEw7yGRkExRk3pbvF6lPR6IyKnXUg0aEY1dsZ7+l3qnAuZv8ShQAACOWQTLwKdyb13KAUQ9jQRpUu77gPT4AtPeNgY+V2UFtQjz4Nf4WyO0bq3obMWqOcMeB9kinDpNTsJePbkXKhUOoUZZDo6pG8Z0M/PXHf6Cq4h9IzBk5VO3JsKghBADSuDAwIv5LtWq1GgrFPSM/Pz8XbdpE4/HHp+Oxx57CyJEPQyjk/1Ioyf4DqnLLGlW1EfP0dJSodVBobC9x+7Xg3pyNBWeloG9joD2xts5nzbFVxGX4SC11WLicbNwWvPhPul1FJCZb0iHt0lGkXfwLeq0GOo0KV45vR9EdfhPx+uj1euhv1wql4ADVn+SN3OLiuu/a8vIy4kvrRr1lSIhBRzZpxE9sOckk5dFuVQbalXT73qtT1/kbaEZlCVR/fgVr81pjRQGM1fwyLIG7gbTl2oZvtI5+HdA9sEuD2x3Bb+w4u/sYa/h5ONIdMIjVKj1qqsgkLudmXLP4zqDXoeA2v76lAKAvrgYM1hVM9cFM6An04czLuwOjsW6mS07OLchkHpDLySwFGw1aaKqybe7DCuUQe4TzkpNSXm0zSQAAnmjXdCUSmisVNY03YzdhMBiA+olIelLFA+4RbMXIFwsIx9jxnETyIdOB/s/OkH3Dsg5aOsFajgCgvWSpkzkt+c4SOTl1VxnKy8ugVNqPsXUGa3pMW0O2s0SZtvE82q3KQFM7cJPlFvNPma3ZsRhcTcNGmFHFTwbHcfj+6mqb+6SXZyK/2nVjk+M4VBw+bHc/hmeVbn8Hl5TFUjIz0YZ6bnr78Z+162x4AzmNAVV/poPjWcPKmhGm0ZBt/cOwIghEtr2zMm/+y1C+dpImojyl8HOg2wCFPO7qJHC11NJLe6fyDlEZggB+Kwl8aNPWl+h43gGWeso/lGztMC7EPbUHjVY8waSXODkrviyOI+uBbkwd1WoMtBq1HjUOZFuU8fTUGKtKwdmJMzPm2c7AtEdRTTHKNOW2ZXBGXC+1XXHeFrqSYugc6GEnj+vrsgzgbpcAmQPtjwpyycysej/wKDy87wXuMgyLzvEjERDGX8npC+wUOdYZYeDpRbNWQLSqimwdHoZh4BP2QMPbWYnN7Y6isxEQKhOweCS66V6srR139eK0lsV5JJdfncj6eHZtnGxHRygpJJvFGTf8ccjk9xKFfALD0Tl+BFEZhuvuyZ62tpxZv3k6Xww6yxUeTk82izO3uvF647aaAA+pRNBAVae6yGX8rGFG6oWG6keZYH35Vcr2kfhAwLAw2JkJhHi43iZH6OMLsCxgJ97Fs4v9IH9bGA1Gh2qhBQSRybzxDQzH+BfeR1X53ar+YqknJDIyY7MeQhjLbezAAKycX8aPl5c36t9fpaXF0Gq1EPNsu1UbmW8X4PZ2q9t8w4ZDKOZfIT1S3vBMfVqHMER4Nl0PxdaOuzxo1gizkz3sNASfC2cJDiMb/yYSSzHhpY9RWnAbQpEYPgHkQwBEHfygIWxYWsNaswrSHjSBQAKDsd65EO4kEGqlXiOpWmutxkBTawwOrQv37sA3046DTeMspAMEkfx6cUqFEsT6tUeyIs3qdgYMBobFowePGDRWLLZroInCI+DVL8FlGQBwO1MBo51lv9iuwZDxLCAMAKqqClw+ug1lRTkQiCRQlhWB44xo06E3+o9+qk6FblcQBHpAn9ewF03aKwQsz1ponp5yeHt7obLynkfRaDQiJ+cW2reP5TV2bQza8ga31VQkQx4Yx7vVU6iHBL385bisuPebsQAGhviivXfTtZuhNFAHzWrjaX54CTyhNNT1crTz41/IuzaVJ8j29nSG1GuF6NanDdExD//33yjKSQcYILpTXwwYO4Po+AKRe8wCa15alaoGIhHB9lhW7lmGITv5kAkE6OnniStl9+7jR6LITDJajYEmdbDYae9Ynj+sQAzGKxCcslbfRYYxN2o0FqZDn3EGog782pn0DureoIE2MCwe07s8wWt8AGCEQnD6hr1bApkMDE+jprTYfpLBkDFkDI+Tu1ahJNcyG+nWzbOQeXqh19CJvMYXBNk2KnS5Skh78ZvxchyH6mrL3ywl5TpRA82Wh0xTlY3irP8iuP1TvOVMaR+GsVE6lKr08JMIIRKw8BA2nfeGcheGYQCRBNDVWg4Skfdoeku9oax3P7eR80s+qQ8TEAAut2mK1bYjUFqnNhcO/RdFOf/T+xxwK/k8QmM6I6Zrf2IyOC/3xH1aW87kW2C7PhxnaQRyVpbV+TK1QzjGarXIqFChp7+cmAe61cSgsQxj1aVan65t+RUWZBgGwsheqJNoW282qr99mZcMABgQ1g+9g7pb3VZYw78pNwBwduq7qAnUF1I4YKDl5/BPi1YqiqwaZyZy0vhfE3vGqqG4BpytQnwOUF5eZnXmWVJSRDRuiBVIYStZXFNFrsegl0iEGG8ZfCQiapw1EziOq2ucAYCW/LJXsIdlFqeI8BIUV1BAdDxnKMojW8fvTuoli+9Sko4QlaG7Tub9YQ9r+ionJ5uoDKPeyu9PuJOACW+xGH2CfIiGB7QaAw24a6TZ49NfzvOSocs4C92Ng7C5zOnHf4YoYoWY2WMG/pHwJoT1XLZhnq7HntVG4GEnm8doRMVxfinejsSf5d8p5yUDAM4f3GBzu08Av7hAABB4S+wWwFFf5PeykMvlVhMF5HIv4nFDtjI57WV5Ulo21u6xxiDKy3L5L5SQ/jLBBpEdzxnCIsk+J9aMGpYl+9yLCGeeNoTAShea0NAIojKEEsvOBKyo6eriOUurMtAMDpQ4uFVkJxPPDo54x0QdB/OSYUJn0OFE3llIhffcwizDItqbUEsW1v7tUX2Vn+dJ50DpkzvZ5bxkGPS6e8sCVpB4eKHvyMd5yQAAiBhAZPs3093hl40qEonRr99A1LYERSIRBg0axmtcawTGPAZYqYTOsGIEtJ1MTA7HcfhvZgHePZeGd/733/vn03G6kH+9QIprqFT8a/Y5wrDIREhq9XyN8YpCmCfZQrWckmyWszMUF5D1oBkMljW3SBTZrg3TQC1H0gwe/ECdzxERUZA7UBzdGYI6vGDxXUinl4jKAIBdt4rMuuudc2nIVvKzI0y0mhg0jc6x5R9PKc+fpH5xR2vHcmYDZCP+xk8OgB2Ze3Eop64Hy8gZ8XvyJnQL6AwfCb/CpY4sx4nD+c14/IM8UVluO01ZxbP0iUAoglAoht5aoU2GwcRZi4h4DKr2ZgBa27+ZwJd/jEXnzt3RoUNnKBQlEIsl8Pb2AeuAMe0sEnkkQmKfRWHqT3W+D+7wDCQyci/Rw3kKXCyt+xLVcxy23y6Bj0SELr4tZ8Z7vyCTyeAOs+aHq2ugMd57LrOVt5FVfgttfcnV9hKFh0OblkpsPGcgncUpYAUwoq6RRioL3YRK5J4SK9HR7TBjxku4dSsTwcEhkBE+DwDg9GWon/Vu1JYCIrJJSCeK6hrJK5Pz8Wk//jHBrcaDlpXnmOdi4dP86no50qpCf/sKLxkmGqpzxoHDuYIkXmNzBgOM9uprMQz8Rj9kex87DB/bCazAtnFUXaW1m+lpD7aB9kcBYW2JLecYFfbr4Uj6kEmLFwqFCA4Oha+vX6MYZybUSsu4PWvf8eFqWcOzzZTyxk/3p1jirjpoGeXZFt/tvXWIqAxdnu0Wf41J3m3C3i1ry5mEl6O5I+5NqIiObtcoxhkAqCszUD/cSFVJtjXWyXwF0fFq02oMtGB/+9WRf5o/HGEB/G4UQaD9mZ/Aj8w6e5i84Zf94ZxjMPKomMwIBBCF2jcm+Bo3UpkI/YfE2NzHx18GlmdhGe8G6gWFt+NXx60OMtveV9ZHAqFPy6rtJZJZxu+IpGTrVIXKGm7tEyJruhpWzRV35FFYj2ckH5cmtdLWqb1vO7IyOnQgOp4zkI5B8wm0jJUNDCdblkTQ0TJuq6UislJTTyQlG5PYLaDxPPytxkArUtieiY8fGEXEkyLuNgqCqN53P7AiML51EwIY7xBIBpOpW/No+7GIkFsPbi/XVqKIZzan3+iHbe/AcUQyOXsnRNqcBPaK52/QDhj7LMTSusZ3eLtu6NiHXOyWfFhMg9sYiQAegyKJyXIXMu+OkAfG466qYCAP7AuZTyeiMibGBMHXSlP0Tt4e6BdEkxHqM7iHZZKRnHD7SgAQ9R5f57M4/lHiMqwtZQbK+GXSW+Amb6A1qpWWMWN8GDxpJoSie5MWqYcX+o7gX1KpNl7xVvRUkHvaP5FG6tUeXkEJMOkvz4A+8PDl16O6Pj5iMfzFdSc0cYSMtlYTgxYZYhmP5SFmMGlYBzzQOxxCQhlwjEgCj4fegFFVCUYoBiOSwqiqBFghoFOD8fQjtqQWIPPHO/3noFxTgS3pu3C+8JJ5m1QghZ/Ul9f4XnF9UfTbr4Chgbg6hoUolH/2I8MwCAj2REmhZUAtK2DQrjN/j42nlx8efWUxykvyIBSJIRRJIPUg01zchDDEE77P9oI2Xwm9Ug2j2giRrxSiABkYmQgMqfLSboRhGPhHjoVv2AgAHFgheUUtFQjwdq+2KFZpoNTqYACDcA8pPEW05IY1OkX54cilust2nRqhLZa0/+MQ9Z4AY/4NsG26QiAg781s6x2Fy8XX6nxHOknAq/8AqK5drfMd3x7C1mBYxqLXrjeBmNPaiMUyTH7tXyjNz4ZAJIZvINmacSZ8n+0FZVoxDKkK+I4jOyFzJwzDwK/NGPiEDgMHDoJG0F8A8FavdlBotDhfVIHRkeSexVbjQfOUijBuYLTZSS8WspjzZB+M6htJzDirDSvzBvO/wo6szBusxAOs3L9R0td9JT54tMM4RHvfnfnIRZ54ussTkPBUqAK5HKHPPgfGSqsURihE8PSnIfIj4w4fPbErxPWKCYslAgwdHUuki4AJ38BwyH0CiRtntRGHecGjYxDkPUMgifIB6ylukcZZbVihtFGMs9oEySRo5yNHrI8nNc5skNA1BF2ifc2f/bwkeG4sWa+ACYFYDFF070YxzgBgWJtB6BXYDQwYiFkRJrUfS7zMhu+gRAj963rlIt54i6gMABjyYN2l1G59whutZVZAWEyjGWcmvGKDWrRxVhtWKG0048yEv0RM1DgDAIZzJKq9BVFaWmUzoFyt1aNQoUJ0aOO9oJuSCk0lPEUeEPJsw1Mbo04LfUUlWLEYDMvCoKqB0Mf3bjsowpQWV8FTLoHRyEEsEUIobDVzCIoLsCyDgEaMAXE39vRXbcqrNNBoDQjxb/ltsaq01RAJRLwnlbZQFxZAl5sHr7i4RpMBALczSxHaxhdiMZ1kUGxjT3+1OgONQqHcP7RmA41CobRs7Okv6p6gUCgUCoVCaWZQA41CoVAoFAqlmUENNAqFQqFQKJRmhlsMtLNnzyIhIQFz5swxf3fkyBGMHTsWgwcPxty5c1FVdbea+MGDBzFixAgkJCRgwYIF0Gr5tfmhUCgUPlD9RaFQmgK3GGj9+/fH8uXLzZ8LCwvx0Ucf4fvvv8fRo0cRHByM5cuXo6qqCh9++CH+85//4Pjx42BZFqtXr3bHIVIoFIpVqP6iUChNQZMscebk5GD69OmIjIwEy7KYPHkyUlNTcfToUQwdOhSdO3eGSCTC3LlzsWXLlqY4RAqFQrEK1V8UCsUdNEkngfj4eMTHx5s/79y5E4MGDUJBQQHatbvXhy0wMBDV1dXgOK5RCrxSKBSKs1D9RaFQ3EGTt3rasWMHLly4gFWrVuHXX3+1UGTOKje+TbUpFErLoamfd6q/KBSKq9h73pvUQDtw4ABWrVqFVatWQSQSITQ0FGfPnjVvLykpgVzuXBFKPz9P+ztRKBQKT6j+olAojUmTldk4duwYvv76a6xcuRI+Pj4AgKFDh+Lo0aPIyMiAXq/HsmXLMHHixKY6RAqFQrEK1V8UCqWxaRIP2rlz5zB79mwIBAKzAvP398eOHTvwzjvv4MUXX0RNTQ2GDx+O559/vikOkUKhUKxC9ReFQnEH910vTgqFQqFQKJSWDu0kQKFQKBQKhdLMoAYahUKhUCgUSjODGmgUCoVCoVAozQxqoFEoFAqFQqE0M6iBRqFQKBQKhdLMoAYahUKhUCgUSjODGmgUCoVCoVAozQxqoP0Pd5WDa4qyc40l0x3n0tJlNGWZQZKyVSoVsbEchZZodI6W/qy4W+b9pPOpDrOPu3UYiWNvtQaa6cdbvXo18vPznWpo3BzlWJNZXl6OgoKCOjL53DSmv121alWjnYs7fi93yNi6dSsAuOV6m2is6w4AL730En7++WdotVpe49jCHffX/cT98qw0JLMl6q/aclr6daE6zDka5f7iWiFGo5HjOI5LTU3lOnfuzL3wwgvckSNHOI1Gw+n1ei4jI4PLyclpMXLqYzAYOI7juI8//pjr2bMnt379ek6lUpm3K5VKp8c0nUtaWlqjnYs7fq/GlGEa+/jx41ynTp241157jbt69Sqn0+k4juO427dvcxUVFbyO3xaNcd05juOSkpK48ePHc//+97+5TZs2cbm5udz+/fu5/fv3cwcPHiRy7O64v+4nWvqzYouWqr9qy2mp14XqMNdorPurVbZ64jgODMNg0aJF0Ov1eOWVV7BhwwbIZDIcOHAA3bt3h0wmw+zZsyGRSJq9nIZ44oknMHfuXOTm5iIkJARnz54FAAiFQowaNQrdunVrVufS0mUYjUawLIs5c+agZ8+eSExMxNGjR2E0GnHy5EnExsYiPDwczz33nEvH7igkrzsAvP/++8jLy8Pf//53rFu3DkFBQVAoFPDz80NRURGmTZuGnj178jrmpn5WWhot/VlxhJamv9wlh+qw5qfDGuuatMolTpPrMTw8HDU1Nfjpp59w/fp1+Pr64qeffsLLL7+MzMxMbNy4sUXIsUZmZiZKS0tx/fp1pKWl4ffff8eAAQMQFxcHsViMH3/8ERUVFc3qXFq6DJZlYTQa4ePjg+TkZGzZsgWnTp1Chw4dsGTJEjz66KM4dOgQDh486PLx24P0dQeAkSNHYsCAAdi9ezcAwNPTE3PmzMHcuXMhFotx7tw53sfdlM9KS6SlPyv2aIn6y11yqA5rfjqssa6JkNdRtUBMlm5SUhIqKyvxyiuvICUlBf7+/rhy5QpycnKQmJgIDw8PDBkypM7fNEc59THNgDIzM/HBBx+gsrISarUaoaGhyMjIwAMPPICoqCgkJSXBx8en2ZxLS5dh2u/EiRPo2LEj+vTpg2vXrsHDwwNHjhzBnTt3kJiYCG9vbwwYMMDhY3aUxrjuAHDgwAFs3LgR33zzDVJSUnDmzBloNBosX74cPj4+qK6uRr9+/QAABoMBAoHA6WNvqmelpdLSnxVbtFT95S45VIc1Px3WmNek1XnQGIaBUqnEli1bkJWVhZiYGJSVlUGlUmHatGno2rUrLl26BA8PD+zcudP8N81VTn1YloVer8fixYshEAjwyCOPQK1Wo3///pBIJPjtt9/w+++/w9/fHyqVCkajsVmcS0uXwTAM9Ho9NmzYgPT0dHTp0gXl5eXw9fXFhAkTIJPJsH37dkil0kaZfTbGdb9y5Qp+++03+Pr64tSpU/j999+hUCjw2GOPYdy4cejVqxc6depkDiZ2xTgDmu5Zaam09GfFFi1Vf7lLDtVhzU+HNeY1aXUeNIPBgEWLFmHHjh347rvv8Prrr2Pfvn3YvHkzcnJykJ+fj27duqFt27bw9PRs9nLqc/XqVXz44YcIDg7GzZs38fvvvyM5ORmzZ8/G4cOH8cADDwAATp8+jZKSEkRGRjaLc2npMqqrq/H666/j6tWr+Pjjj/F///d/OHfuHPbs2YOrV69CIBBg8ODByM/PR0hIiEvHb4vGuO4nTpxAUlISjh8/jj/++APbt2/H4cOHsXnzZpSVlaFz585o06YNhg8fDsB1D0pTPSstlZb+rNiipeovd8mhOqz56bDGvCatykAzGo0QCAQYM2YMcnNz0adPH0gkEuTk5KBz58548803MWnSJOzcuRMRERGYPn16s5ZTH4PBgB49eoDjODz66KN48skn8eSTT2LmzJm4ePEiNm7ciF69esHHxwfdu3d36AZ3x7m0dBlGoxGenp4YOnQoxGIxxowZg+rqaggEAvj5+eGbb77B2LFjcePGDYSFhWH06NFOH78tGuO6A0BkZCS6deuG/fv3Q6fToXfv3vDx8cHOnTsxa9YsbNy4Ef369cPQoUMBuOZ1aKpnpaXS0p8VW7RU/eUuOVSHNT8d1tjXvVUtcbLs3dPduHEjunXrhnXr1mHu3LmYPn06Tp48iREjRqB///5IT09HQkIC/Pz8eMvp3r17o8mpj0AgQEVFBcrLy3Hr1i0sWLAACoUCY8aMwZYtWzBt2jTk5OTg5s2biIiIaDbn0tJlmMbeuXMn2rdvj0WLFmHp0qV4+umnsX//fkyaNAnR0dFITk5Gz549IZVKnT5+W5iue0VFBbHrDgCXL1/G9OnT0adPH6xevRovvvgi9uzZg4ceeggxMTHw8vLCtGnTIJfLXT72pnpWWiru0GFUfzkP1WH8aKk6rNGvu9OFOe4DcnNzzf9+4IEHuLy8PO7NN9/k1q5dyy1atIjbsGEDcTnDhg1rNDm1yc/P5zZv3sxxHMetXbuWe+aZZzilUsmNHz+eq6io4GbMmMEVFhY6PW793yw/P5976623iJ5L/d8rPz+f+O9VuxYNqfPIz8/nFAoFd+nSJfN3CQkJXE1NDTdjxgzu8OHD3IIFC7jDhw/zPv6GyMvL4zZt2sRxHNnrbmLKlClcQUEBt3DhQm7ZsmXc7NmzuV9//ZXjuHu1i/jgjvvrfsIdOozqL+ehOsx1WrIOa6z7q1V50IC77R7Cw8MB3K1W/OKLLyIsLAzt27dHXl4e0tLSiLWEMMkpLS3FrFmzGk1ObcRiMR577DEAgEQiwSOPPILc3FxERETg+++/h0ajgYeHh9NVmU3nolQqMXPmTISGhqJdu3bIzc0ldi71f6/Q0FB07NiR9+9lOteKigq0adMGwN14i+effx5BQUFo166dWUZNTY3T43/00UfYvHkzevXqBQC4ffs2XnrpJYhEIrRr1w7nz59HRkYGdDqdS8fvCGFhYZg8eTIAQCaTYcKECbyue3JyMqqqqgAAJSUleOONNxASEoJHHnkE3t7e8Pb2Rl5enjnzylVMx9PQ/cXnutyvuEuHUf3lPFSHuU5L1GGNrr94mY0tkO3bt3PHjx/nbt++zXEcx6nVavO2wsJCbt++fdyaNWt4y6ld8bigoIArLS21kGOy3kmRmprKzZkzh9NoNBzHcZxerzdvu3LlCrdr1y5u/vz53JUrV5wat6ioiOM4jtu2bRunVqvN45u27d27l8i57Nixg9NoNNz169e5srIyrry8nOO4u7/f/v37ect48sknufHjx3Pr1q2rcz047u4M8uDBg07LMBqN3IABA7hz587V+d70G+l0Oi4tLY1bu3Ytt3HjRl7Hb4+KigpOp9Nx5eXlXHV1NcdxHHf16lVu165d3Ntvv+3UdX/00Ue5GzducBzHcatWreK2bNnC3blzx7w9NzeXO378OMdx96pou0pVVRWn1Wq57du3cxqNpk7l8MLCQiLX/n7CHTqM6i/XoDqMHy1RhzWm/mpVBpper+d27drFHTp0iPv000+548ePcx9//DFXWVlJVE5OTg737rvvchx313X67bffcj///DNRGbUxuWeXLVvG/etf/+IuX77MLVy4kNuzZw9369atOvtWVVU55c49efIk9/TTT3NJSUlcz5496yi35ORk3seenZ3NpaWlcdnZ2dzzzz/PcRzHPfzwwxzHcdwnn3xiVq6uYnrw0tPTuVmzZnHJycncsGHDuLFjx3Lz58/nqqurzW1MTP93hh07dnB9+/blXnzxRW7evHnctm3buPz8fKu/ce0XDilqamq4LVu2cHv37uXeffdd7v3337e6X1VVlcPyr169ynXq1Mn8sunVqxc3f/587uOPP+Z++eUXs2HAl4qKCm7Lli3cvHnzuE2bNnGJiYl17i+KJe7QYVR/OQfVYfxoqTrMHfqr1Sxxnj9/Hhs3boSnpydyc3Nx+/ZtXLx4EcXFxVAqlcjLy+Mtw1SXZe/evdixYwdOnTqFCxcuQKFQQCQS4dKlS7xlWMPknr106RJKSkpw48YNJCUl4fz58/j555+RkpKC3bt348qVK/D09HTYnavX6xEaGoqPP/4Y6enpmDhxIsRiMYC79WX+8Y9/YNeuXbya2J44cQIbN27EF198gcDAQBw4cACZmZl47rnncPDgQQQFBbk8NnDPBb1t2zYUFRVh06ZNGDlyJL766isYjUZoNBrMmzcPNTU1+OSTT6DX650a/8cff8Ts2bPxww8/YPTo0Thx4gTmzZuHxYsX49ChQ6ioqAB3dyLkcp0wW5w+fRoHDhyAXC5HVlYWpk2bhjNnziA/Px8GgwEAkJ2d7VQBxu3bt+Phhx+GXq/Htm3bEBcXh8TERPTr1w9qtRqvvvqquW4QH0QiEViWxYQJE6BQKDB16lTcunULH3zwgXlpQqVS4bfffuMt636gsXUY1V+uQXUYP1qqDnOH/mo1BlpRURHOnz+P3377Df/9738REhKCkpISdOjQAZs2bcKTTz6Jd955B2lpaS7LMCmOY8eOYfny5Th//jyWL1+OQYMG4datW3jttdcwceJEHD9+nNRpmR/epKQklJWVQSaTQaPRIDQ0FC+//DKysrKgUChw48YNXL58GVqt1uGx58+fj4yMDMTExGDfvn3o0aMHzp49i9deew1LlixBp06dMGDAADAM47KSS0hIQL9+/ZCSkgKJRIIff/wRv/zyCyQSCXQ6HUaOHImFCxeioKDApfFN1+T48eN45ZVXcPnyZVRUVGDBggXw9fXFmjVrEBcXh+vXryM/Px9CoeOVZ3Q6Hdq1a4ekpCR89tln8PDwwKJFi7B8+XJ07twZP/zwA86dOweGYRqlsOq1a9cQEhKCb775BrGxseA4Dh07dsQrr7yCdevWmZXZyy+/bG5xYg+O4/Dnn3/iyy+/RHJyMn788Uf06tULXl5euHHjBl566SUMGDAAR48eNe/vCgaDAa+//jrat2+PwYMH49y5cxg9ejT++OMP/PXXXzh27BiAuy+PVatWOf3SuR9pbB1G9ZdrUB3mOi1Vh7lLf7WaOmh9+vSBp6enuR/W9evXoVAoMHv2bMTHx+PMmTMICAjg1Si3oKAAe/fuhY+PDwYOHIj3338fU6dOxYgRI7B27Vps374dW7duxaFDhxAXFwcPDw/e58X9r7Detm3bMHXqVISEhGDt2rVITExEUVERzp49i4CAAIwYMQLjx493eFytVovY2Fh88cUXmD9/PtRqNdRqNZ566ilMnDgRCQkJ5tms6RhcoX379jAajfD398djjz2GRYsWISEhAd988w0OHjwItVqN8ePHo2fPnnjqqadcknHlyhWIRCKoVCqoVCo8/fTTeO+99+Dj44PNmzdj2LBhOHr0KJ599lmnxhWJRPj000+Rk5ODy5cvY9++fVi/fj06duyIkSNHYt26dbxn57Y4fPgwNmzYgLfeegtJSUkYO3YsTp8+jaioKGRnZ2PJkiUYM2YMFAoFJkyY4NCYOTk5mDZtGliWRXx8PDZs2IDbt29DJpMhOjoaX3zxBWbMmMH7vEyB7uvWrUNwcDD0ej06duyIU6dO4Y033sBvv/0GhmFw7tw5LFiwwKmXzv1KY+swqr9cg+ow12mpOsxd+qtVeNDOnTuHzz//HAaDAUqlEnFxcejXrx+6deuGqKgoXLx4EYGBgXjzzTcRFRXlspydO3di6dKlyMzMxC+//IKEhAQYDAaMGTMGEokEfn5+CAgIQEVFBRHlBtxrbnv69Gmo1WocOXIEAHDr1i2sW7cOb731FmbNmoXffvsNq1evdnhcsViMv/3tb9i7dy8effRRGAwGpKWlYfHixcjMzER5ebl5ZueqclMqlQDuZuzMmzcPubm56NevH7KyslBTU4OKigqoVCrMmTMH0dHRTo9vWrL5888/0aNHD2RlZaFv377Yu3cv+vXrhwEDBiAiIgLdunWDWq3G4MGDnZYhlUoRGxuLxx57DHPmzMFzzz0Hb29vrFixAt9//32jtiSaPXs2Vq5ciYKCAhw7dgwjR47E9u3bsXjxYixatAhJSUnYs2cP/v73vzt8v0VGRuLll19GTk4O5HI5lixZgi+//BJ37tyBVCpFeno6cnNzzYUiXT0/hmHw+uuvY8aMGbhw4QI4jsN///tf9OzZE5MmTULnzp3x5ZdfYurUqRg1apRLMu4n3KHDqP5yHqrD+NFSdZi79FerMNDat28PlmVx/fp1XL58GUFBQSguLkaXLl0QGBiIS5cuoW/fvgBcX7IBgEceeQTjxo1Djx49MHPmTCgUCnMrCb1ej8rKSowYMQIvv/wykfMyHeu1a9fw0EMPAQCio6PRv39/eHt7IyYmBgaDARkZGRg9ejSkUqlT52dyy16+fBkvvvgiPvjgA6xYsQIpKSmYMmUKBgwYgJMnT7p07GVlZXjooYfw9ddfo6qqCidPnkRoaCgeeeQRrFq1Ct7e3njzzTdx6dIlTJo0CYMGDXJahqm32549ezBjxgy8/vrrYFkWPj4+mDFjBpKTk/HMM8+AZVlzermrmMbt06cPpk2bhnfffdecMu5IzzhnKSsrw44dO+Dn54dBgwZBqVRixowZSEpKAsuy+OKLL3D58mX07NkT06ZNc2hMhUKBcePGYeXKlXjjjTfQvXt3jB49GiqVCpGRkdDpdOjRo4f5mrv6rHAch1OnTuHbb79FZGQkVCoVPDw88OOPP0Kj0eD7779HUlIS2rVrR42z/+EOHUb1l3NQHcaPlqrD3Km/WsW6gb+/P1599VW8+OKLYFkWYWFhyM/PR9++fXHjxg1kZWVhzpw5APjNpkJCQvDSSy/hH//4Bw4cOIDevXvD19cXZWVl6NOnD5YvX4733nsPHTp0IHJepmP96aefEBwcjJEjRyItLQ1qtRoCgQDR0dEIDw/H4cOH8cILLzh1fhzHQSgU4tSpU5DJZHjrrbcwc+ZMJCYm4ssvvwQArFu3DmFhYS4du5+fH/71r3/hzz//xN/+9jewLAtvb29s3LgR33//vXl2Ywq2dJXt27ejoqICs2fPhre3N8rLy80NazMzMzFy5Eg89thj+PDDD3nJqY1QKKzTq45PnbCGYBgGN2/exK+//gqFQoE5c+agc+fOePXVV/H1119j3LhxiIyMREZGhsNj+vv7Y+nSpVi+fDlu376N+fPn48EHH0RISAhu3bqFPn36YNSoUWalxsd71q1bN5w8eRIPP/wwvLy88O233+L999/H3r17MW7cODzzzDN49tlnUVpa6vI9dj/hDh1G9ZdzUB3Gj5aqw9ypv1qFgabVatGuXTs8//zzSEpKQufOneHr6wulUonTp09DoVAgNzcXnTt3dlmGKY4hOjoa77zzDpRKJby9vbF8+XJ06tQJ8+fPx4svvgidTgeRSETs3JRKJcaNG4cHHngA//nPfyASiTB16lRs2rQJP//8M6qqqjBs2DBziw5HMd2469atQ48ePQAACxcuxCeffIK+ffuiR48eLsdTmBg4cCAGDhyIFStWoLS0FJmZmSguLsbatWvRq1cvjB07llcbIQAIDAzEhg0bEBsbi1mzZqGoqAjjxo1DQEAAhEIhFAoFhgwZYj7HloKvry/mz5+PS5cu4V//+heGDh2KyMhITJo0Cf7+/hg7diw+++wzp2eInTt3xtChQzFy5EiEhobijz/+wOnTp9G1a1fEx8fzjtcxERYWhvfffx/du3eHTCYDAMyZMwcVFRUIDQ1Ffn4+dDodQkNDecu6H2hsHUb1l2tQHeY6LVmHuU1/ES3a0Qw5evQoN336dO7OnTucXq8311HR6XRcamoqd/ToUW7ZsmUWRfqcobS0lDty5AiXlZXF/fOf/+SUSiWn1+u5BQsWcBcuXOBKS0u5qqoq7s0336zTSoMklZWV3KpVq7iioiJOq9Vyq1at4vbv38/t3r2bO336tNOF+MrLy7l9+/Zx1dXVdf72vffe4xYtWsRxnGs1d2qjVCq5VatWcSkpKebvHnjgAW7GjBncrFmzuLi4OO7EiRMuj19QUMAtXbrU/PnEiROcXq/nNBoNt2vXLm7IkCHckSNHeJ1DU2M0GrnU1FRzzaKsrCwuMTGRKykp4RYtWsRt2bLF4bGys7O55557zuL75ORkbuLEiVxaWhqRYy4uLuY+/PBD8+e9e/eai60uXbqU+8c//sGdPHmSW7p0KfEahS2RxtZhVH+5DtVh/GlpOsyd+uu+jkFLT0/HkCFDMHbsWFy9ehU//vgjPvroI6SlpUEoFCI2NhZDhgzB888/z2v9PikpCX/88Qc+//xznDhxAtXV1SgqKsKzzz6LuLg4+Pv7g+M4GAwGpxq9OsKpU6dQVVUFLy8v/N///R+CgoLMqcqbNm3C8uXLcePGDYdnDEVFRQDu1ULy8PBAVlaWefv06dORl5cHrVbrcmaKqbbN5s2bcfz4cXTs2BHA3ZiRjz76CL/88gu+++47tG3b1jw7cYW//voLOTk5SEpKwsiRI3Hx4kUAdwOIx44dizZt2jRq65LG5Pz58zAYDGAYBrGxseYliJiYGIwcORI//PCDOXPMHqb4ki1btsDf3x8AoFarzdvbtGmDIUOG8L53TXJ27tyJXbt2ITMzE3/99Rf27t1rzjycMmUKUlJS0KFDBzz55JO8vQ8tHXfoMKq/nIfqMP60NB3WFPqL4bhGzKFtYh599FEolUr07NkTkZGRiIuLw/z58yEUChEQEIDx48dj4sSJCA4O5u32NBqNePrpp3HlyhXExcXh4YcfRlhYGCIiIhAUFARfX18oFArzzUOC7OxsvPTSS3jqqafw3HPPYcuWLZg0aVKd81i7di26deuGPn36ODTmvHnz4Ovri4sXL+LNN9/EnTt3cOTIEbz77rvmfmMXLlxAp06deN98M2fOxGuvvQalUgk/Pz907doVwN0+dkqlEv7+/pBKpebiks6wZs0abNmyBQ899BCuXbuGnj17onPnzhgyZAiAu9frypUr8PHxQdu2bXmdh7sw3aMpKSn45JNPsGbNGuj1eggEAhw5cgSJiYkQi8W4ffs2jEYjYmJinLqvJ0+ejM8//xxLly7F+fPnMXnyZIwbNw7dunUjeh5/+9vf0KNHDxQUFODw4cPo1KkT/vnPfyI4OBgSiQTl5eXw9fUlKrOl4i4dRvWXa1Ad5hz3gw5zp/66rz1oW7ZswZo1axAYGIitW7dCLpcjNjYWx48fh0QiwenTp80WL9816YqKChQWFmLDhg0QiUTYs2cPTpw4gd9//x3btm3DsWPHiCk3k029a9cuDBs2DH379sW6deuwYsUKi/N4+umnHVZu1dXVmDhxIvz9/VFUVIQ//vgDS5cuhbe3N5YsWQLg7oz33XffxV9//eXSsWdkZODChQsoKSmBWq1Gz549sXz5cqxfv96csn7t2jXMnTsX6enpLik2o9EIgUAAoVCIYcOGobq6GpGRkcjOzsapU6eQkZGBjIwM9OzZs8UoNuDedTfdy8DdYN5jx47h66+/hlgshl6vR1RUFGJiYgDYD4LVarW4dOkSTp06BU9PT7Rv3x4lJSX497//DaVSibfeeguTJ09GaWkpkWNPT0/HhQsX0L17dyxcuBAhISFISEjAxx9/jL///e9Ys2YNbt261WK9AqRxlw6j+stxqA5znZaqw5pKf93XSQIrVqxAUlISpkyZgoEDByI7Oxtt27ZFeXk5PD098dNPP+Gll14y3wjOYjQawbIszp07h0uXLmHkyJHo1q0bFixYgL1792LEiBEICgrCzp07sXjxYnh4eJhT4fnAMAxyc3Nx8+ZNxMTEYMWKFRg1ahQ6duyIjz76CBEREZg+fToqKiogkUgctuY9PT0xePBgnD59GmPGjEFoaCiEQiEWL16MJUuWYP78+cjLy8P48ePx4IMPunTs58+fx5dffgk/Pz906NABu3fvhpeXFwBgw4YNePHFF3Hw4EHEx8eje/fuTo9vuiZdu3aFTqfD9u3bwTAMdDodzp07hwMHDmDkyJFITU1FQEAA3njjjUat80OS2pXexWIxnn32WSQmJuLMmTOYOnUqgLvKjvtfWxZHMq8KCgpw4MABbN26FX5+fvj0008RFRWF/v37o3///iguLsb//d//ETuH7du3Iy4uDhcuXMCnn34KsViMiRMnYubMmbhw4QI2btyIdevWYdu2bcRktmQaU4dR/eUaVIe5TkvXYe7WX/etB02j0eChhx5Cv379wLIs1qxZgyVLlqBNmzbYs2cPBgwYAAD4+uuvXa68bbp5PvjgA+j1esTGxmLXrl3Q6/Xw8/PDJ598grKyMkydOhXTp0+vk7bMh9TUVDz22GNIT09HWloapk6dismTJ+P27dvo2rUriouLcejQIbz11ltIT093evybN29i9uzZKCoqws2bN7F27VpcuXIF27Ztw5AhQzB79myXZoXA3TX6s2fPQiQSQafTYe7cuXjhhRfw3nvv4eLFi5gzZw6qq6vx3HPPuSSDZVkYDAZ888036N27Nw4fPozo6GjExsYiIiICHh4eaNu2LUQiEZRKZYtRbKYZ3OnTpxEaGor169fjmWeeMcen7Nu3D7/99hsKCwvBMIzDafFBQUF45ZVX4O3tjSlTpmD37t04c+YM5s2bhwMHDiAgIAC//vorb5e96XcODw/Hl19+iblz56Jt27aIi4vDd999hx9++AHx8fH4/PPPsW3bNpfvr/uJxtZhVH+5BtVhrtGSdVhT6a/70kC7du0atm/fDqPRiLKyMvTu3RvvvfceZsyYgV27duGbb75BcnIykpOTIZPJXC5WB9wtgmiaESYnJ6O0tBSXL1+Gr68vunXrhqKiIkgkEkyZMsUcA8EHUwDtwoULMXz4cDz55JO4fv06du/ejQ4dOuDxxx/HmDFjsHv3bgwaNMjhGe+JEyewbt06AMATTzwBo9GIyspKPPvss5DJZPjqq6/MRSxrn78zmAJrr127hjZt2mDlypXo2rWreT0/LS0NKpUKc+fOdbl2THp6Ot577z1kZ2fjxo0biIiIQK9evaBQKMx9+aKiolBaWooxY8a4JKMpMP3e27ZtQ3R0NMRiMUaNGoW+ffuiX79+mDJlCi5duoSZM2ea62E5MqZMJkNSUhLatGmDp556CjExMfjtt98QFRWF7777Do8++ii++OILXi5707GfOHECZ86cgVwux+7duxEQEIBnn30Wjz32GIqKivDPf/4TNTU11DhD4+swqr9c7yELUB3mCi1VhzWl/rovlzhZlsXmzZuxYsUKTJ48GZcuXQLDMBg0aBAef/xxKBQK/Pnnn1i6dClWrlzJawayceNGjBo1Cr169cLWrVuRkpKCgIAAJCYmIj4+HuvXr4fBYMCwYcOInJupse/QoUORkpKCvn374siRIzh+/DgCAgKwevVqqNVqdOvWzamK35WVlfjhhx/w888/w8/PDwaDAQ8++CDkcjn69+8PABgyZAh2796NgQMH8vrNNmzYgJEjR+L48ePIy8vDZ599huLiYvTv3x9isZhXpo1er0dycjIWLFiAzMxMhIeHQyAQ4NKlS1CpVOjSpQuKiopQXV2NhIQEl+W4G1NF8ZMnTyIxMRGff/45unTpgg0bNuCFF17AqFGjEB8fj9TUVFRXVzs0pin49ueff8bjjz+On376CX5+foiMjMRrr72G1157DSdPnsT+/fshlUpdPnaTnE2bNuHixYt47733oNFo4Ovri6NHjyIkJAQDBgzAr7/+iuTkZMTFxbks637BXTqM6i/XoDrMeVqqDmtK/XVfetC6du2KZcuWwcPDA1qtFr/88gvee+89/PDDD8jKysLNmzfx0ksvYeXKlS7LYBgGWq0WYrEYt27dQmlpKV599VW8/fbb6NevH27fvg2dTofBgwcTLyC4c+dOfPfddxg5ciR2795tXup49913YTQaERISglmzZjk15sMPP4xDhw5hzpw5YFkWy5YtwxtvvIF169aZW6a0b98enp6eLh+3QCCA0WjEsWPHMHz4cBw7dgyvvvoqnnnmGXz//ffo3r07BAIBANdbi3Tu3BlvvPEGsrKycPjwYcTGxiI1NRUnT54EwzAQCoXYv3+/w4HHzYlt27YhKioKzz77LNq2bYuLFy8iOzvbXKk8ICAAAwcOxMiRIx0aj2VZVFdXIz8/35wZdvnyZUydOhXff/89CgsLMWjQIHzwwQcAXPc6mPot1tTU4Ouvv4ZOp0NsbCwGDhwIX19fLFu2DGfPnsXo0aORkpLikoz7jcbWYVR/uQbVYfxoiTqsKfXXfVlmw2TxXrhwATdu3MCQIUOwatUqpKSkoLq6Gmlpafjkk08wefJkIlWFMzMzcfjwYVy/fh1yuRwxMTHQ6XQ4f/48/v3vf/PyPtRHr9fj22+/RXR0NPz9/ZGamorAwEBs2bIFCxcuxJ07d7Bp0yYsWbIEPj4+Do9rNBqh1+uRlZWFyspK9OvXD//85z9x4MABiEQiBAYGYsGCBejTpw/vth85OTnmNii1OXHiBPbt24c333wT3t7evGSkpqZi69atMBqNmDx5MlJTU5GUlAS1Wo1Lly7hq6++MtcuaiksW7YM/fv3N/f0++KLL3DlyhXI5XKEhIRg4cKFTsci6fV65Ofnm6+HTqfDsWPHsH37dly6dAnLli1D7969iRx/TU0NPDw8sHv3bnz44YeYPHky2rZti9WrV2PWrFmYMGECETn3A+7UYVR/OQ/VYa7RknVYU+iv+9JAq41OpwPLskhJSYG/vz9CQ0Px119/oaqqCuPGjSMu7/z587hy5Qri4+Nx4MABhIeHm7NTSFG73cqIESMwZ84cZGdnIy0tDa+88go2btyI+Ph4jB071umxDQYDtFotJBIJ9u7dCw8PDwwbNgwfffQRzp07hx07dhA5B4PBAIFAUKcn2r59+/Dvf/+bmAydToeqqir4+fmZv7ty5QoyMzMxadIkIjLciU6ng1AoNL+Mhw4dihUrVqBjx46YMWMG3njjDSQkJLj8wq7/dwqFAhKJhLfXwRonTpyAWq0Gy7K4evUqvL29MWzYsBZVMsBduFOHUf3lnCyqw5zjftFh7tJf92UMWm1MiqBLly7mAE9S8RTWiI+PR3x8PACgpKQEmZmZxMY23Xy1e+F99tln5hiLoqIiCIVC5OTkYPr06S7JEAgE5srXI0aMMAdWDh06lGjTatMyQO2HSSaTEX0ZiEQis2Iz/XY9e/Z0qqdfc0IkEplfBkVFRejfv7+5AOPAgQOxZcsWxMXFudwrsb5CJFmUtD6JiYnmfw8ePBg5OTkICgpqNHktGXfqMKq/nJMFUB3mDPeLDnOX/rrvPWj3E6YZ2wcffAAfHx/MmDEDgYGBdfZRKpU4deoURo4caVYglHuQWNJujqSkpGD16tVYvHhxUx8KhWIVqr/IQHVY64EaaC2M/Px8PPHEE+jVqxcyMjIQFxeHCRMmoH///kRiKyjNB5Mizs3NxbVr19C1a1dzO5Fly5ahW7duGD58uLmnoOkFSKE0V6j+al1QHcYPaqC1EEx98FauXImKigrMmzcPycnJOHToELKyshAWFoYnnnjCauAqpWViqij+/vvvY8+ePWjfvj2ef/55CIVCfPbZZ+jZsyfy8/MxYMAAJCYmtsisLkrrgOqv1gnVYfygU5YWQGFhIWbMmIGtW7fi8OHDeOqppwAAsbGxeOqppzB9+nRcu3YNmzZtauIjpZDE5FFITU3Fjh07EBYWBo7jsG/fPsybNw9ffPEFunfvjmPHjuHatWtNfLQUinWo/mq9UB3GD2qgtQD8/PwwadIkfPnll7h58yZ27NiB3NxcCAQC+Pn5oXfv3oiPj0dWVhYqKiqa+nApBDA5tk+dOoWAgACEhIQgKioK7dq1w549e3DlyhWUl5cjIyMDX331FZ555pkmPmIKxTpUf7VOqA7jz32fxXk/IBaL8eKLL6K8vBwlJSVQqVRYvXo1nnnmGURFRUGr1WLw4MGIiIhwqnYQpfliit1Yv349hgwZgmvXriE4OBhyuRy//PILrly5gjlz5uDUqVO4ePEikTY8FEpjQPVX64TqMP7QGLQWxJgxY7BmzRpIJBL88MMPOHr0KBYvXozu3bs39aFRGoGamhr87W9/Q9euXZGcnIzXXnsNa9asQXFxMR566CGMGDECt27dglarxfDhw5v6cCkUm1D91fqgOowf1IPWQjhz5ozZTQwA8+bNg4+PDzZs2ICuXbvSDKj7EKFQiFdeeQXJycmQy+UwGAxQKBSYOXMm/vjjD/zyyy+IiIjA8uXLm/pQKRSbUP3VOqE6jB/Ug9ZCuHXrFtRqNTp16mSuxF1YWIjXX38d7777bostXEixjykT6qeffkJpaSnefvttZGdn49NPP8WUKVMc7ltHoTQVVH+1bqgOcw3qQWshREdHm/9tqsYcEhKC2NhY/Pnnn1TB3WcUFxdj6dKlWLx4MViWRV5eHsrKyrBr1y5wHIesrCxMnjwZI0eOhF6vN9cRolCaI1R/tT6oDuMP9Su3UEyVpCdNmoTY2Fjo9fomPiIKCYxGIwBg3759uHPnDgDg3LlzWLt2Ld566y1s2LABXl5eUKvVWLx4MZRKJVVslBYH1V/3L1SHkYMucbYATO5hE7Wb81ZUVMBgMDRq30SK+zBd6zfeeAPh4eEYN24ctmzZgrZt21r0J8zIyED79u2b6EgpFMeg+qt1QXUYOagHrRliUmBVVVWorq62CKBlGAYMw+DMmTN48sknsXfv3qY4TEojkJmZibfeegu5ubkYO3Ys/vGPf2Dfvn2YOHEigLutUEwNs6liozRHqP5q3VAdRg5qoDVDTO7/b775BomJidi0aROqqqqgVCpx48YNpKWl4YMPPsDChQsxZMgQjB07tomPmEKK8vJynDx5Eo888gi6d++Ol19+GQkJCZDL5TAajRAIBLRXHaVZQ/VX64bqMHLQJc5mTF5eHnbs2IG9e/fixo0bePDBByESiZCdnY1BAYlJZwAABNhJREFUgwaZ/6PcX7z00kuYMGECYmNjsXr1aowePRrDhw+3WCqiUJozVH+1XqgOIwONzGvGhIeHY9asWXjqqafwxx9/4ODBg5g3bx66dOkCkUjU1IdHIYip6vapU6eg1Wrh5+eHjz76CF5eXhgyZAgAUMVGaVFQ/dW6oDqMPNRAawF4e3tj2rRpEAqF+OSTT/DVV1/Rthj3GSbltnXrVjzwwANITExEZmYmqqurzRlOpn0olJYE1V+tA6rDyEPN2RaCWCzG008/jd69e+PDDz9ETU1NUx8ShSAsy4LjOISFhWHSpEkA7hb3XLt2LVauXIni4mKq2CgtFqq/7n+oDiMPjUFrIZhmHhzHYcKECXjnnXcwcODApj4sSiNz5swZrF+/HuXl5Xj55ZfRv3//pj4kCsVpqP5qvVAd5jrUg9ZCYBgGBoMBDMNgxIgR+P3335v6kCiNiGnelJCQgK+++gqPPPIIVq5cieTk5CY+MgrFeaj+an1QHcYfGoPWgjClJvfo0cNcrZlyf2JaCjB5Hh577DEUFRXhzp076Ny5cxMfHYXiPFR/tS6oDuMPXeKkUFoIppcazYSiUCgtEarDnIMaaBQKhUKhUCjNDGrGUigUCoVCoTQzqIFGaREsWrQIBw4cMH/W6XTmfxsMBnNA6rlz57B69Wp3Hx6FQqE0CNVfFFegSQKUZo3BYIBAIICfnx+qqqoA3FVuL730EjIyMiAQCFBaWopTp07B09MTERERePnllzF06FC88847yM3NhUgkAsdxqKmpwTPPPIPZs2c38VlRKJTWANVfFD5QA43SbFEqlXj44Yfh4+MDoVAIo9GIr7/+Go8++ihYlsX333+PoqIirFu3Dp6engDutpf56aefEBUVhd9//71OMOonn3xCg1MpFIpboPqLwhd6tSnNFi8vLxw5cgShoaH4/fff8dZbb2HChAl4/fXXzfv89ddfePDBBwEA69evx+LFi9GrVy8IhUKqzCgUSpNB9ReFL/QOoDRbdDodBAIB2rdvj4KCAmzcuBEjR46EVqs173PixAkMHz4cAKBWq83LCBQKhdKUUP1F4Qtd4qQ0W3bu3Illy5bBy8sLZ86cgV6vx7x58xAZGQkAqKqqgkqlqhNwS6FQKM0Bqr8ofKEGGqXZ8uijj2L8+PEQiUTm73Q6HUQiEV544QXI5XIsWrQIb731Fn799dcmPFIKhUKpC9VfFL7QJU5Ks2bVqlVITEzExIkTMXHiRPTt27fO9qFDhwIAkpKSmuLwKBQKpUGo/qLwgXrQKM0asViMqVOn4rXXXgMAxMfHm7fpdDoUFxdDq9VCoVA01SFSKBSKVaj+ovCBetAozZ7169ebZ6AGgwEAoNVqoVQq8dBDDyEqKgpDhw6Fra5lGo0GpaWlEArpnIRCobgPqr8orkKvNqVZo1ar68xAH3nkERiNRlRUVEAkEuHChQvmfaurq6HX662OM3HiRBQVFWHKlCluOW4KhUKh+ovCB9osndIqKCwshJ+fH8RicVMfCoVCoTgF1V+tE2qgUSgUCoVCoTQzaAwahUKhUCgUSjODGmgUCoVCoVAozQxqoFEoFAqFQqE0M6iBRqFQKBQKhdLMoAYahUKhUCgUSjODGmgUCoVCoVAozQxqoFEoFAqFQqE0M/4fTz4Uoi8QAxoAAAAASUVORK5CYII=
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%92%BC-%E9%AB%98%E8%96%AA%E5%9C%A8%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%8F%AF%E8%A7%86%E5%8C%96">&#128188; &#39640;&#34218;&#22312;&#32844;&#21592;&#24037;&#30340;&#26187;&#21319;&#19982;&#24037;&#20316;&#26102;&#38271;&#21487;&#35270;&#21270;<a class="anchor-link" href="#%F0%9F%92%BC-%E9%AB%98%E8%96%AA%E5%9C%A8%E8%81%8C%E5%91%98%E5%B7%A5%E7%9A%84%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%8F%AF%E8%A7%86%E5%8C%96">&#182;</a></h1><p>本程序筛选出薪资为“高”且仍在职的员工，使用带颜色区分的 Stripplot（分布散点图）展示他们在“5年内是否晋升”与“平均每月工作小时数”之间的关系。主要流程如下：</p>
+<ol>
+<li><p><strong>筛选高薪在职员工子集</strong></p>
+<ul>
+<li>条件为：<ul>
+<li><code>薪资 == '高'</code>；</li>
+<li><code>离职 == 0</code>（表示仍在职）；</li>
+</ul>
+</li>
+<li>得到变量 <code>hr2</code>，用于后续分析。</li>
+</ul>
+</li>
+<li><p><strong>绘制 Stripplot 分布图</strong></p>
+<ul>
+<li>使用 <code>x='5年内升职'</code> 表示是否晋升；</li>
+<li><code>y='每月平均工作小时数（小时）'</code> 表示工作负荷；</li>
+<li><code>hue='部门'</code> 用颜色区分不同部门；</li>
+<li><code>jitter=True</code> 添加水平抖动，防止数据点重叠。</li>
+</ul>
+</li>
+<li><p><strong>设置图表标题并显示图形</strong></p>
+<ul>
+<li>图标题为“前5年是否晋升与平均每月工作时长”；</li>
+<li>使用 <code>plt.show()</code> 显示图表。</li>
+</ul>
+</li>
+</ol>
+<p>该图表用于揭示不同部门员工在是否晋升前提下的工作时长分布特征。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[39]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-35</span>
+<span class="c1"># 提取高薪在职的数据</span>
+<span class="n">hr2</span> <span class="o">=</span> <span class="n">hr</span><span class="o">.</span><span class="n">iloc</span><span class="p">[(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;薪资&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="s1">&#39;高&#39;</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">hr</span><span class="p">[</span><span class="s1">&#39;离职&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">==</span><span class="mi">0</span><span class="p">),</span> <span class="p">:]</span>  <span class="c1"># 筛选高薪且仍在职的员工数据</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">,</span> <span class="n">jitter</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>  <span class="c1"># 绘制按部门分类的工作时长散点图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;前5年是否晋升与平均每月工作时长&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图形</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%8A-%E6%AF%94%E8%BE%83%E5%88%86%E7%BB%84%E5%A0%86%E5%8F%A0%E4%B8%8E%E5%88%86%E7%A6%BB%E6%98%BE%E7%A4%BA%E6%95%88%E6%9E%9C%E7%9A%84-Stripplot-%E5%9B%BE">&#128202; &#27604;&#36739;&#20998;&#32452;&#22534;&#21472;&#19982;&#20998;&#31163;&#26174;&#31034;&#25928;&#26524;&#30340; Stripplot &#22270;<a class="anchor-link" href="#%F0%9F%93%8A-%E6%AF%94%E8%BE%83%E5%88%86%E7%BB%84%E5%A0%86%E5%8F%A0%E4%B8%8E%E5%88%86%E7%A6%BB%E6%98%BE%E7%A4%BA%E6%95%88%E6%9E%9C%E7%9A%84-Stripplot-%E5%9B%BE">&#182;</a></h1><p>本程序基于高薪在职员工（<code>hr2</code>），绘制两个分布散点图（Stripplot），用于对比同组堆叠（默认）与横向分离（<code>dodge=True</code>）的效果。主要流程如下：</p>
+<ol>
+<li><p><strong>设置图像布局</strong></p>
+<ul>
+<li>使用 <code>plt.figure(figsize=(10, 13))</code> 设置图表高度更大的画布；</li>
+<li>创建两个子图用于上下对比展示。</li>
+</ul>
+</li>
+<li><p><strong>绘制第一个 Stripplot（默认叠加）</strong></p>
+<ul>
+<li>根据“部门”分组、以“是否在5年内晋升”为颜色区分；</li>
+<li>多个类别的数据点默认重叠在同一位置；</li>
+<li>用于查看整体密度，但颜色可能重叠混乱。</li>
+</ul>
+</li>
+<li><p><strong>绘制第二个 Stripplot（横向分离）</strong></p>
+<ul>
+<li>在同样维度基础上，添加 <code>dodge=True</code>；</li>
+<li>不同颜色（分类）将横向错开显示，更清晰地区分各子类别的分布差异。</li>
+</ul>
+</li>
+<li><p><strong>统一美化</strong></p>
+<ul>
+<li>设置 x 轴刻度倾斜 70°，防止部门名称重叠；</li>
+<li>使用标题说明两个子图的含义；</li>
+<li>使用 <code>plt.show()</code> 展示完整图表。</li>
+</ul>
+</li>
+</ol>
+<p>该图表有助于理解 Seaborn 中 <code>hue + dodge</code> 参数组合的视觉区别，尤其适合展示分组数据的分布特征。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[40]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-36</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">13</span><span class="p">))</span>  <span class="c1"># 设置整个图像的大小为10x13英寸</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">211</span><span class="p">)</span>  <span class="c1"># 创建第一个子图（堆叠显示）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>  <span class="c1"># 部门名称旋转，防止重叠</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;不同部门的平均每月工作时长&#39;</span><span class="p">)</span>  <span class="c1"># 设置子图标题</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">)</span>  <span class="c1"># 不同晋升状态在同一位置显示（默认堆叠）</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">212</span><span class="p">)</span>  <span class="c1"># 创建第二个子图（横向分离显示）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">stripplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">,</span> <span class="n">dodge</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>  <span class="c1"># 设置dodge=True，横向错开显示</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 展示完整图像</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%90%9D-%E4%BD%BF%E7%94%A8-Swarmplot-%E6%98%BE%E7%A4%BA%E5%88%86%E7%BB%84%E6%95%B0%E6%8D%AE%E7%9A%84%E7%9C%9F%E5%AE%9E%E5%88%86%E5%B8%83">&#128029; &#20351;&#29992; Swarmplot &#26174;&#31034;&#20998;&#32452;&#25968;&#25454;&#30340;&#30495;&#23454;&#20998;&#24067;<a class="anchor-link" href="#%F0%9F%90%9D-%E4%BD%BF%E7%94%A8-Swarmplot-%E6%98%BE%E7%A4%BA%E5%88%86%E7%BB%84%E6%95%B0%E6%8D%AE%E7%9A%84%E7%9C%9F%E5%AE%9E%E5%88%86%E5%B8%83">&#182;</a></h1><p>本程序使用 Seaborn 的 Swarmplot 图展示不同部门中，高薪在职员工的“每月平均工作小时数”分布情况。主要流程如下：</p>
+<ol>
+<li><p><strong>绘制 Swarmplot 图</strong></p>
+<ul>
+<li>Swarmplot 是一种改进的 Stripplot；</li>
+<li>自动避免数据点重叠，使每个观测点都清晰可见；</li>
+<li>横轴为“部门”，纵轴为“每月平均工作小时数”。</li>
+</ul>
+</li>
+<li><p><strong>设置图表样式</strong></p>
+<ul>
+<li>设置 X 轴刻度标签旋转 70°，防止文字重叠；</li>
+<li>设置图表标题说明绘图含义。</li>
+</ul>
+</li>
+<li><p><strong>展示图表</strong></p>
+<ul>
+<li>使用 <code>plt.show()</code> 渲染图像。</li>
+</ul>
+</li>
+</ol>
+<p>Swarmplot 图适合用于展示分类变量下的单变量分布，同时保留精度和密度信息。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[41]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-37</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">swarmplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">)</span>  <span class="c1"># 绘制不同部门的工作时长分布（无重叠散点图）</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>  <span class="c1"># X轴标签旋转，防止重叠</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;不同部门的平均每月工作时长&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图表</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%90%9D-Swarmplot-%E5%88%86%E7%BB%84%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%85%B3%E7%B3%BB">&#128029; Swarmplot &#20998;&#32452;&#23545;&#27604;&#23637;&#31034;&#26187;&#21319;&#19982;&#24037;&#20316;&#26102;&#38271;&#20851;&#31995;<a class="anchor-link" href="#%F0%9F%90%9D-Swarmplot-%E5%88%86%E7%BB%84%E5%AF%B9%E6%AF%94%E5%B1%95%E7%A4%BA%E6%99%8B%E5%8D%87%E4%B8%8E%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%95%BF%E5%85%B3%E7%B3%BB">&#182;</a></h1><p>本程序基于高薪在职员工数据，使用 Seaborn 的 <code>swarmplot()</code> 展示不同部门员工在“是否在5年内晋升”条件下的“平均每月工作时长”分布。主要流程如下：</p>
+<ol>
+<li><p><strong>绘制分组 Swarmplot</strong></p>
+<ul>
+<li>横轴为“部门”，纵轴为“每月平均工作小时数”；</li>
+<li><code>hue='5年内升职'</code> 用颜色区分是否晋升；</li>
+<li>Swarmplot 自动排列散点，避免重叠，呈现密度和分布趋势。</li>
+</ul>
+</li>
+<li><p><strong>图表美化</strong></p>
+<ul>
+<li>将 X 轴标签旋转 30°，防止部门名称重叠；</li>
+<li>添加标题说明图表内容。</li>
+</ul>
+</li>
+<li><p><strong>显示图表</strong></p>
+<ul>
+<li>使用 <code>plt.show()</code> 呈现图形。</li>
+</ul>
+</li>
+</ol>
+<p>该图表适合用于对比分类变量组合（部门 × 晋升状态）下的数值分布，直观呈现差异。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[42]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-38</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">swarmplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;部门&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;每月平均工作小时数（小时）&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;5年内升职&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">hr2</span><span class="p">)</span>  <span class="c1"># 绘制部门与晋升状态分组的工作时长分布图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">rotation</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>  <span class="c1"># X轴标签旋转 30 度，避免重叠</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;不同部门的平均每月工作时长&#39;</span><span class="p">)</span>  <span class="c1"># 设置图表标题</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图表</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
+</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
+<h1 id="%F0%9F%93%88-%E4%BD%BF%E7%94%A8-regplot-%E5%B1%95%E7%A4%BA%E6%88%BF%E9%97%B4%E6%95%B0%E4%B8%8E%E6%88%BF%E4%BB%B7%E4%B9%8B%E9%97%B4%E7%9A%84%E7%BA%BF%E6%80%A7%E5%85%B3%E7%B3%BB">&#128200; &#20351;&#29992; regplot &#23637;&#31034;&#25151;&#38388;&#25968;&#19982;&#25151;&#20215;&#20043;&#38388;&#30340;&#32447;&#24615;&#20851;&#31995;<a class="anchor-link" href="#%F0%9F%93%88-%E4%BD%BF%E7%94%A8-regplot-%E5%B1%95%E7%A4%BA%E6%88%BF%E9%97%B4%E6%95%B0%E4%B8%8E%E6%88%BF%E4%BB%B7%E4%B9%8B%E9%97%B4%E7%9A%84%E7%BA%BF%E6%80%A7%E5%85%B3%E7%B3%BB">&#182;</a></h1><p>本程序通过 <code>sns.regplot()</code> 展示波士顿房价数据中“房间数”与“房屋价格”之间的线性关系，并对比了默认与自定义置信区间（confidence interval, <code>ci</code>）的效果。主要流程如下：</p>
+<ol>
+<li><p><strong>创建子图布局</strong></p>
+<ul>
+<li>使用 <code>plt.subplots(1, 2)</code> 创建一个 1 行 2 列的图像布局；</li>
+<li>设置整体图像宽高为 8×4 英寸。</li>
+</ul>
+</li>
+<li><p><strong>绘制第一个回归图（默认设置）</strong></p>
+<ul>
+<li><code>sns.regplot()</code> 默认置信区间为 95%；</li>
+<li>展示原始散点及拟合直线和误差带。</li>
+</ul>
+</li>
+<li><p><strong>绘制第二个回归图（ci=50）</strong></p>
+<ul>
+<li>设置 <code>ci=50</code> 表示置信区间改为 50%，误差带更窄；</li>
+<li>用于强调拟合线更接近中心趋势。</li>
+</ul>
+</li>
+<li><p><strong>添加标题与展示图像</strong></p>
+<ul>
+<li>为每个子图添加标题说明；</li>
+<li>使用 <code>plt.show()</code> 显示两个回归图。</li>
+</ul>
+</li>
+</ol>
+<p>该图表适合展示变量之间的线性关系以及回归不确定性的可视化表达。</p>
+
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[43]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># 代码5-39</span>
+<span class="n">fig</span><span class="p">,</span> <span class="n">axes</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>  <span class="c1"># 创建 1 行 2 列的子图布局，图像大小为 8x4 英寸</span>
+<span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;修改前的线性回归拟合图&#39;</span><span class="p">)</span>  <span class="c1"># 设置第一个子图的标题</span>
+<span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;修改后的线性回归拟合图&#39;</span><span class="p">)</span>  <span class="c1"># 设置第二个子图的标题</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">regplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;房间数（间）&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;房屋价格（美元）&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">boston</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>  <span class="c1"># 绘制默认置信区间（95%）的线性回归图</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">regplot</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="s1">&#39;房间数（间）&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;房屋价格（美元）&#39;</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="n">boston</span><span class="p">,</span> <span class="n">ci</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>  <span class="c1"># 绘制置信区间为 50% 的回归图</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  <span class="c1"># 显示图像</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+</body>
+
+
+
+
+
+
+
+</html>
diff --git a/商务大数据分析/20250507/lessom/product_sales_wordcloud.html b/商务大数据分析/20250507/lessom/product_sales_wordcloud.html
new file mode 100644
index 0000000..6c01954
--- /dev/null
+++ b/商务大数据分析/20250507/lessom/product_sales_wordcloud.html
@@ -0,0 +1,1965 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="UTF-8">
+    <title>Awesome-pyecharts</title>
+                <script type="text/javascript" src="https://assets.pyecharts.org/assets/v5/echarts.min.js"></script>
+            <script type="text/javascript" src="https://assets.pyecharts.org/assets/v5/echarts-wordcloud.min.js"></script>
+
+    
+</head>
+<body >
+    <div id="9155f44f266240e8895556805787a711" class="chart-container" style="width:900px; height:500px; "></div>
+    <script>
+        var chart_9155f44f266240e8895556805787a711 = echarts.init(
+            document.getElementById('9155f44f266240e8895556805787a711'), 'white', {renderer: 'canvas'});
+        var option_9155f44f266240e8895556805787a711 = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "wordCloud",
+            "shape": "circle",
+            "rotationRange": [
+                -90,
+                90
+            ],
+            "rotationStep": 45,
+            "girdSize": 20,
+            "sizeRange": [
+                20,
+                100
+            ],
+            "data": [
+                {
+                    "name": "100g*5\u74f6\u76ca\u529b\u591a",
+                    "value": 26,
+                    "textStyle": {
+                        "color": "rgb(138,48,69)"
+                    }
+                },
+                {
+                    "name": "100g\u536b\u9f99\u70b9\u5fc3\u9762\u9ed1\u6912\u725b\u6392\u5473",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(58,17,87)"
+                    }
+                },
+                {
+                    "name": "100g\u679c\u738b\u54b8\u67d1\u6854\u7f50\u88c5",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(76,130,122)"
+                    }
+                },
+                {
+                    "name": "103g\u5eb7\u5e08\u5085\u7ea2\u70e7\u725b\u8089\u9762",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(12,97,156)"
+                    }
+                },
+                {
+                    "name": "107g\u51fa\u524d\u4e00\u4e01\u6876\u9762\u9171\u9999\u725b\u8089\u738b",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(76,151,143)"
+                    }
+                },
+                {
+                    "name": "10g\u536b\u9f99\u4eb2\u5634\u70e7\u9999\u8fa3\u5473",
+                    "value": 23,
+                    "textStyle": {
+                        "color": "rgb(36,59,131)"
+                    }
+                },
+                {
+                    "name": "10g\u8d8a\u5357LIPO\u5976\u5473\u9762\u5305\u5e720046",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(47,141,35)"
+                    }
+                },
+                {
+                    "name": "110g\u987a\u5b9d\u4e5d\u5236\u8bdd\u6885",
+                    "value": 29,
+                    "textStyle": {
+                        "color": "rgb(35,152,139)"
+                    }
+                },
+                {
+                    "name": "117gUFO\u7092\u9762\u94c1\u677f\u8272\u62c9\u9c7f\u9c7c\u98ce\u5473",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(126,13,95)"
+                    }
+                },
+                {
+                    "name": "123gUFO\u7092\u9762XO\u9171\u6d77\u9c9c\u98ce\u5473",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(131,98,156)"
+                    }
+                },
+                {
+                    "name": "12g\u52b2\u4ed4\u5c0f\u9c7c\u5364\u9999\u5473",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(128,152,59)"
+                    }
+                },
+                {
+                    "name": "12g\u52b2\u4ed4\u5c0f\u9c7c\u9ebb\u8fa3\u5473",
+                    "value": 66,
+                    "textStyle": {
+                        "color": "rgb(107,19,136)"
+                    }
+                },
+                {
+                    "name": "12g\u52b2\u4ed4\u5c0f\u9c7c\uff08\u9999\u8fa3\u5473\uff09",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(37,53,123)"
+                    }
+                },
+                {
+                    "name": "130g\u679c\u738b\u7389\u5e26\u8695\u8c46",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(76,115,110)"
+                    }
+                },
+                {
+                    "name": "13g\u65e0\u7a77\u70e4\u9e21\u5c0f\u817f\u8702\u871c\u5473",
+                    "value": 97,
+                    "textStyle": {
+                        "color": "rgb(105,11,41)"
+                    }
+                },
+                {
+                    "name": "13g\u96c0\u5de2\u5496\u55611+2\u7279\u6d53",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(114,113,63)"
+                    }
+                },
+                {
+                    "name": "145g\u679c\u738b\u8ff7\u4f60\u5c71\u6942\u5305\u88c5",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(55,83,34)"
+                    }
+                },
+                {
+                    "name": "145ml\u65fa\u4ed4\u725b\u5976\u76d2\u88c5",
+                    "value": 118,
+                    "textStyle": {
+                        "color": "rgb(65,148,84)"
+                    }
+                },
+                {
+                    "name": "145ml\u65fa\u4ed4\u725b\u5976\u7f50\u88c5",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(127,7,128)"
+                    }
+                },
+                {
+                    "name": "148g\u5bcc\u7532\u4e00\u65b9\u7d2b\u85af\u4ed4",
+                    "value": 19,
+                    "textStyle": {
+                        "color": "rgb(123,78,156)"
+                    }
+                },
+                {
+                    "name": "14g\u5fb7\u8299\u5de7\u514b\u529b",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(2,150,4)"
+                    }
+                },
+                {
+                    "name": "150g\u5065\u80fd\u9178\u5976\u539f\u5473",
+                    "value": 30,
+                    "textStyle": {
+                        "color": "rgb(101,60,37)"
+                    }
+                },
+                {
+                    "name": "150g\u6d3d\u6d3d\u539f\u9999\u74dc\u5b50",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(30,52,140)"
+                    }
+                },
+                {
+                    "name": "150\u62bd\u8bd7\u7af9\u7af9\u7ea4\u7ef4\u9762\u5dfe\u7eb8",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(67,76,102)"
+                    }
+                },
+                {
+                    "name": "160g\u76fc\u76fc\u624b\u6495\u9762\u5305",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(11,107,116)"
+                    }
+                },
+                {
+                    "name": "180g\u7edf\u4e00\u6ee1\u6c49\u5168\u5e2d\u53f0\u5f0f\u534a\u7b4b\u534a\u8089\u725b\u8089\u9762",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(132,12,64)"
+                    }
+                },
+                {
+                    "name": "180ml\u96c0\u5de2\u5496\u5561\u7f50\u88c5",
+                    "value": 16,
+                    "textStyle": {
+                        "color": "rgb(72,22,115)"
+                    }
+                },
+                {
+                    "name": "188g\u6fb3\u95e8\u6c38\u8f89\u9e21\u4ed4\u997c",
+                    "value": 10,
+                    "textStyle": {
+                        "color": "rgb(103,104,145)"
+                    }
+                },
+                {
+                    "name": "205g\u4f0a\u5229\u5b89\u6155\u5e0c\u539f\u5473",
+                    "value": 49,
+                    "textStyle": {
+                        "color": "rgb(59,45,93)"
+                    }
+                },
+                {
+                    "name": "205ml\u5b89\u6155\u5e0c\u84dd\u8393\u5473",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(138,38,124)"
+                    }
+                },
+                {
+                    "name": "20g\u54a9\u54a9\u4e16\u754c\u867e\u5473\u6761",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(123,119,90)"
+                    }
+                },
+                {
+                    "name": "20g\u54aa\u54aa\u867e\u6761\u9a6c\u6765\u897f\u4e9a\u98ce\u5473",
+                    "value": 190,
+                    "textStyle": {
+                        "color": "rgb(107,116,148)"
+                    }
+                },
+                {
+                    "name": "20g\u58eb\u529b\u67b6",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(104,16,82)"
+                    }
+                },
+                {
+                    "name": "20g\u9a6c\u6765\u897f\u4e9a\u98ce\u5473\u54aa\u54aa\u87f9\u5473\u7c920219",
+                    "value": 40,
+                    "textStyle": {
+                        "color": "rgb(77,23,44)"
+                    }
+                },
+                {
+                    "name": "220g\u5b9d\u4e30\u9f99\u9f9f\u82d3\u818f",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(120,142,68)"
+                    }
+                },
+                {
+                    "name": "225g\u5473\u4e4b\u4e0d\u89c4\u5219\u997c\u5e72\u829d\u58eb\u5473",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(144,35,138)"
+                    }
+                },
+                {
+                    "name": "250ML\u4e1c\u9e4f\u7279\u996e",
+                    "value": 23,
+                    "textStyle": {
+                        "color": "rgb(142,51,101)"
+                    }
+                },
+                {
+                    "name": "250ml\u71d5\u5858\u539f\u5473\u9178\u5976",
+                    "value": 94,
+                    "textStyle": {
+                        "color": "rgb(77,7,17)"
+                    }
+                },
+                {
+                    "name": "250ml\u71d5\u5858\u751c\u725b\u5976",
+                    "value": 111,
+                    "textStyle": {
+                        "color": "rgb(68,51,141)"
+                    }
+                },
+                {
+                    "name": "250ml\u71d5\u5858\u7ea2\u67a3\u725b\u5976",
+                    "value": 109,
+                    "textStyle": {
+                        "color": "rgb(18,85,88)"
+                    }
+                },
+                {
+                    "name": "250ml\u738b\u8001\u5409\u76d2\u88c5",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(43,43,64)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ea2\u725b",
+                    "value": 58,
+                    "textStyle": {
+                        "color": "rgb(83,51,14)"
+                    }
+                },
+                {
+                    "name": "250ml\u7edf\u4e00\u9ea6\u9999\u5976\u8336",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(147,69,77)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u539f\u5473\u8c46\u5976",
+                    "value": 199,
+                    "textStyle": {
+                        "color": "rgb(29,145,38)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u5976\u4f4e\u7cd6\u539f\u5473",
+                    "value": 28,
+                    "textStyle": {
+                        "color": "rgb(96,26,79)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u5976\u5de7\u514b\u529b\u5473",
+                    "value": 67,
+                    "textStyle": {
+                        "color": "rgb(74,13,127)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u5976\u9ed1\u8c46\u5976\u996e\u54c1",
+                    "value": 10,
+                    "textStyle": {
+                        "color": "rgb(73,113,53)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u67e0\u6aac\u8336",
+                    "value": 224,
+                    "textStyle": {
+                        "color": "rgb(63,114,8)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u6930\u5b50\u5473\u8c46\u59767716",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(140,136,124)"
+                    }
+                },
+                {
+                    "name": "250ml\u7ef4\u4ed6\u6930\u5b50\u690d\u7269\u86cb\u767d\u996e\u6599",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(94,12,18)"
+                    }
+                },
+                {
+                    "name": "250ml\u9999\u6ee1\u697c\u7eaf\u725b\u5976",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(82,123,148)"
+                    }
+                },
+                {
+                    "name": "260g\u9a6c\u6765\u897f\u4e9a\u8fdb\u53e3\u8331\u8482\u4e1d\u53e3\u53e3\u9999\u997c\u5e72",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(134,39,25)"
+                    }
+                },
+                {
+                    "name": "268ml\u96c0\u5de2\u5496\u5561\u4e1d\u6ed1\u62ff\u94c1",
+                    "value": 45,
+                    "textStyle": {
+                        "color": "rgb(145,86,128)"
+                    }
+                },
+                {
+                    "name": "2g\u97e9\u56fd\u6d77\u724c\u6d77\u82d4",
+                    "value": 59,
+                    "textStyle": {
+                        "color": "rgb(70,96,103)"
+                    }
+                },
+                {
+                    "name": "30g\u5143\u6717\u5c0f\u86cb\u5377",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(75,153,117)"
+                    }
+                },
+                {
+                    "name": "30g\u65e0\u7a77\u519c\u573a\u76d0_\u9e21\u86cb",
+                    "value": 205,
+                    "textStyle": {
+                        "color": "rgb(81,73,114)"
+                    }
+                },
+                {
+                    "name": "32g\u536b\u9f99\u4eb2\u5634\u70e7",
+                    "value": 99,
+                    "textStyle": {
+                        "color": "rgb(30,64,70)"
+                    }
+                },
+                {
+                    "name": "32g\u536b\u9f99\u4eb2\u5634\u70e7\u5ddd\u9999\u5473",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(50,116,90)"
+                    }
+                },
+                {
+                    "name": "32g\u536b\u9f99\u4eb2\u5634\u70e7\u7ea2\u70e7\u725b\u8089\u5473",
+                    "value": 62,
+                    "textStyle": {
+                        "color": "rgb(146,91,121)"
+                    }
+                },
+                {
+                    "name": "330ml\u4f0a\u5229\u7545\u610f\u4e73\u9178\u83cc\u539f\u5473",
+                    "value": 59,
+                    "textStyle": {
+                        "color": "rgb(98,159,153)"
+                    }
+                },
+                {
+                    "name": "330ml\u4f0a\u5229\u7545\u610f\u4e73\u9178\u83cc\u8349\u8393\u5473",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(159,81,15)"
+                    }
+                },
+                {
+                    "name": "340ml\u8499\u725b\u4f18\u76caC\u4e73\u9178\u83cc",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(44,128,122)"
+                    }
+                },
+                {
+                    "name": "34g\u516c\u4ed4\u8ff7\u4f60\u676f\u725b\u8089\u5473",
+                    "value": 16,
+                    "textStyle": {
+                        "color": "rgb(11,45,103)"
+                    }
+                },
+                {
+                    "name": "34g\u516c\u4ed4\u8ff7\u4f60\u676f\u98ce\u5473\u6392\u9aa8\u5473",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(121,129,113)"
+                    }
+                },
+                {
+                    "name": "37.5g\u8d39\u5217\u7f57\u699b\u679c\u5a01\u5316\u5de7\u514b\u529b3\u9897",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(8,66,145)"
+                    }
+                },
+                {
+                    "name": "370g\u6cf0\u5947\u516b\u5b9d\u7ca5",
+                    "value": 18,
+                    "textStyle": {
+                        "color": "rgb(146,77,77)"
+                    }
+                },
+                {
+                    "name": "40g\u4e0a\u597d\u4f73\u65e5\u5f0f\u9c7c\u679c",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(72,15,23)"
+                    }
+                },
+                {
+                    "name": "40g\u4e0a\u597d\u4f73\u7530\u56ed\u85af\u7247\u756a\u8304\u5473",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(116,34,59)"
+                    }
+                },
+                {
+                    "name": "40g\u4e50\u4e8b\u7f8e\u56fd\u7ecf\u5178\u539f\u5473",
+                    "value": 33,
+                    "textStyle": {
+                        "color": "rgb(37,36,124)"
+                    }
+                },
+                {
+                    "name": "40g\u4e50\u4e8b\u85af\u7247\u58a8\u897f\u54e5\u9e21\u6c41\u756a\u8304\u5473",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(109,31,127)"
+                    }
+                },
+                {
+                    "name": "40g\u4e50\u4e8b\u85af\u7247\u9ec4\u74dc\u5473",
+                    "value": 28,
+                    "textStyle": {
+                        "color": "rgb(4,119,29)"
+                    }
+                },
+                {
+                    "name": "40g\u536b\u9f99\u70b9\u5fc3\u9762\u9ed1\u6912\u725b\u6392\u5473",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(2,90,128)"
+                    }
+                },
+                {
+                    "name": "40g\u53cc\u6c47\u7389\u7c73\u70ed\u72d7\u80a0",
+                    "value": 240,
+                    "textStyle": {
+                        "color": "rgb(68,57,98)"
+                    }
+                },
+                {
+                    "name": "40g\u5440\u571f\u8c46\u756a\u8304\u9171\u5473",
+                    "value": 26,
+                    "textStyle": {
+                        "color": "rgb(143,112,67)"
+                    }
+                },
+                {
+                    "name": "40g\u5440\u571f\u8c46\u85af\u7247\u6ecb\u9999\u70e4\u9e21\u5473",
+                    "value": 24,
+                    "textStyle": {
+                        "color": "rgb(154,95,87)"
+                    }
+                },
+                {
+                    "name": "40g\u76fc\u76fc\u624b\u6495\u9762\u5305",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(3,48,102)"
+                    }
+                },
+                {
+                    "name": "430g\u6cf0\u5947\u516b\u5b9d\u7ca5",
+                    "value": 71,
+                    "textStyle": {
+                        "color": "rgb(57,105,69)"
+                    }
+                },
+                {
+                    "name": "450ml\u7f8e\u6c41\u6e90\u679c\u7c92\u6a59",
+                    "value": 69,
+                    "textStyle": {
+                        "color": "rgb(102,127,45)"
+                    }
+                },
+                {
+                    "name": "45g\u53cc\u6c47\u6ce1\u9762\u62cd\u6321",
+                    "value": 65,
+                    "textStyle": {
+                        "color": "rgb(122,60,121)"
+                    }
+                },
+                {
+                    "name": "480ml\u5c0f\u8317\u540c\u5b66\u51b7\u6ce1\u6e9c\u6e9c\u54d2\u8336",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(87,99,84)"
+                    }
+                },
+                {
+                    "name": "480ml\u5c0f\u8317\u540c\u5b66\u51b7\u6ce1\u9752\u67e0\u7ea2\u8336",
+                    "value": 50,
+                    "textStyle": {
+                        "color": "rgb(30,11,52)"
+                    }
+                },
+                {
+                    "name": "48g\u597d\u4e3d\u53cb\u85af\u613f\u9999\u70e4\u539f\u5473",
+                    "value": 24,
+                    "textStyle": {
+                        "color": "rgb(96,150,140)"
+                    }
+                },
+                {
+                    "name": "500ML\u5b9d\u77ff\u529b",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(56,15,134)"
+                    }
+                },
+                {
+                    "name": "500ml\u519c\u592b\u679c\u56ed (\u8292\u679c+\u83e0\u841d+\u756a\u77f3\u69b4)",
+                    "value": 24,
+                    "textStyle": {
+                        "color": "rgb(59,15,124)"
+                    }
+                },
+                {
+                    "name": "500ml\u52a0\u591a\u5b9d",
+                    "value": 66,
+                    "textStyle": {
+                        "color": "rgb(22,86,34)"
+                    }
+                },
+                {
+                    "name": "500ml\u5eb7\u5e08\u5085\u51b0\u7cd6\u96ea\u68a8",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(125,42,40)"
+                    }
+                },
+                {
+                    "name": "500ml\u6052\u5927\u51b0\u6cc9\u77ff\u6cc9\u6c34",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(45,44,47)"
+                    }
+                },
+                {
+                    "name": "500ml\u7edf\u4e00\u51b0\u7cd6\u96ea\u68a8",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(113,15,33)"
+                    }
+                },
+                {
+                    "name": "500ml\u7edf\u4e00\u963f\u8428\u59c6\u5976\u8336",
+                    "value": 66,
+                    "textStyle": {
+                        "color": "rgb(91,51,20)"
+                    }
+                },
+                {
+                    "name": "500ml\u8425\u517b\u5feb\u7ebf\u539f\u5473",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(157,87,115)"
+                    }
+                },
+                {
+                    "name": "50g\u4e0a\u597d\u4f73\u65e5\u5f0f\u9c7c\u679c",
+                    "value": 26,
+                    "textStyle": {
+                        "color": "rgb(135,15,160)"
+                    }
+                },
+                {
+                    "name": "50g\u4e0a\u597d\u4f73\u7530\u56ed\u85af\u7247\u756a\u8304\u5473",
+                    "value": 28,
+                    "textStyle": {
+                        "color": "rgb(60,3,42)"
+                    }
+                },
+                {
+                    "name": "50g\u53cc\u5c42\u767e\u529b\u6ecb\u5976\u5496\u5473",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(131,143,110)"
+                    }
+                },
+                {
+                    "name": "50g\u53cc\u5c42\u767e\u529b\u6ecb\u7279\u6d53\u756a\u8304\u5473",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(32,25,158)"
+                    }
+                },
+                {
+                    "name": "50g\u9a6c\u8d5b\u514b\u624b\u6495\u9c7f\u9c7c\u6761",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(19,95,55)"
+                    }
+                },
+                {
+                    "name": "52g\u65fa\u65fa\u4ed9\u8d1d",
+                    "value": 49,
+                    "textStyle": {
+                        "color": "rgb(102,83,96)"
+                    }
+                },
+                {
+                    "name": "55g\u5965\u5229\u5965\u539f\u5473\u5939\u5fc3\u997c\u5e72",
+                    "value": 23,
+                    "textStyle": {
+                        "color": "rgb(49,95,70)"
+                    }
+                },
+                {
+                    "name": "55g\u5965\u5229\u5965\u539f\u5473\u829d\u58eb\u997c\u5e72",
+                    "value": 65,
+                    "textStyle": {
+                        "color": "rgb(120,42,27)"
+                    }
+                },
+                {
+                    "name": "55g\u5965\u5229\u5965\u8ff7\u4f60\u676f\u5939\u5fc3\u5c0f\u997c\u5e72\u676f\u88c5\u539f\u5473",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(124,132,93)"
+                    }
+                },
+                {
+                    "name": "58g\u4e3d\u829d\u58eb\u7eb3\u5b9d\u5e1d\u5976\u916a\u5a01\u5316\u997c\u5e72",
+                    "value": 74,
+                    "textStyle": {
+                        "color": "rgb(39,48,67)"
+                    }
+                },
+                {
+                    "name": "5\u7247\u88c5\u76ca\u8fbe\u7eff\u7bad\u53e3\u9999\u7cd6",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(80,49,33)"
+                    }
+                },
+                {
+                    "name": "600ml\u53ef\u53e3\u53ef\u4e50",
+                    "value": 69,
+                    "textStyle": {
+                        "color": "rgb(29,9,116)"
+                    }
+                },
+                {
+                    "name": "600ml\u8109\u52a8\u9752\u67e0",
+                    "value": 50,
+                    "textStyle": {
+                        "color": "rgb(46,150,7)"
+                    }
+                },
+                {
+                    "name": "600ml\u96ea\u78a7",
+                    "value": 60,
+                    "textStyle": {
+                        "color": "rgb(47,118,141)"
+                    }
+                },
+                {
+                    "name": "65g\u536b\u9f99\u4eb2\u5634\u8c46\u76ae",
+                    "value": 42,
+                    "textStyle": {
+                        "color": "rgb(140,115,105)"
+                    }
+                },
+                {
+                    "name": "68g\u591a\u529b\u591a\u7389\u7c73\u7247\u7206\u9999\u70ed\u8fa3\u5473",
+                    "value": 10,
+                    "textStyle": {
+                        "color": "rgb(145,86,141)"
+                    }
+                },
+                {
+                    "name": "68g\u597d\u4e3d\u53cb\u5de7\u514b\u529b\u6d3e2\u679a",
+                    "value": 34,
+                    "textStyle": {
+                        "color": "rgb(107,117,68)"
+                    }
+                },
+                {
+                    "name": "68g\u597d\u4e3d\u53cb\u86cb\u9ec4\u6d3e2\u679a",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(133,152,20)"
+                    }
+                },
+                {
+                    "name": "70g\u4e50\u4e8b\u85af\u7247\u539f\u5473",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(61,95,31)"
+                    }
+                },
+                {
+                    "name": "70g\u4e50\u4e8b\u85af\u7247\u9752\u67e0\u5473",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(155,105,87)"
+                    }
+                },
+                {
+                    "name": "70g\u4e50\u4e8b\u85af\u7247\u9ec4\u74dc\u5473",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(24,51,145)"
+                    }
+                },
+                {
+                    "name": "70g\u4e50\u4e8b\u85af\u7247\uff08\u539f\u5473\uff09",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(33,126,116)"
+                    }
+                },
+                {
+                    "name": "70g\u4e50\u4e8b\u85af\u7247\uff08\u9ec4\u74dc\u5473\uff09",
+                    "value": 14,
+                    "textStyle": {
+                        "color": "rgb(21,4,3)"
+                    }
+                },
+                {
+                    "name": "70g\u4e56\u5ab3\u5987\u91ce\u5c71\u6ce1\u6912\u51e4\u722a",
+                    "value": 76,
+                    "textStyle": {
+                        "color": "rgb(151,37,42)"
+                    }
+                },
+                {
+                    "name": "75g\u65b0\u9ea6\u6f6e\u5929\u7136\u9175\u6bcd\u9762\u5305\uff08\u5317\u6d77\u9053\u725b\u5976\u98ce\u5473\uff09",
+                    "value": 56,
+                    "textStyle": {
+                        "color": "rgb(103,103,9)"
+                    }
+                },
+                {
+                    "name": "78g\u536b\u9f99\u4eb2\u5634\u8bed\u8fa3\u6761",
+                    "value": 65,
+                    "textStyle": {
+                        "color": "rgb(27,115,44)"
+                    }
+                },
+                {
+                    "name": "78g\u536b\u9f99\u4eb2\u8bed",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(148,86,57)"
+                    }
+                },
+                {
+                    "name": "78g\u5408\u5473\u9053\u676f\u9762\u9999\u83c7\u7096\u9e21\u98ce\u5473",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(82,110,60)"
+                    }
+                },
+                {
+                    "name": "80g\u56db\u6d32\u7c9f\u4e00\u70e7\u70e7\u70e4\u5473",
+                    "value": 26,
+                    "textStyle": {
+                        "color": "rgb(28,12,154)"
+                    }
+                },
+                {
+                    "name": "80g\u76fc\u76fc\u624b\u6495\u9762\u5305",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(147,78,129)"
+                    }
+                },
+                {
+                    "name": "80g\u9999\u98d8\u98d8\u6930\u679c\u5976\u8336\u539f\u5473",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(43,102,13)"
+                    }
+                },
+                {
+                    "name": "80g\u9999\u98d8\u98d8\u6930\u679c\u5976\u8336\u9ea6\u9999\u5473",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(46,140,119)"
+                    }
+                },
+                {
+                    "name": "80g\u9a6c\u8d5b\u514b\u9999\u8549\u7247",
+                    "value": 7,
+                    "textStyle": {
+                        "color": "rgb(51,156,138)"
+                    }
+                },
+                {
+                    "name": "83g\u6c64\u8fbe\u4eba\u9178\u8fa3\u8c5a\u9aa8\u62c9\u9762",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(148,78,54)"
+                    }
+                },
+                {
+                    "name": "85g\u5609\u58eb\u5229\u679c\u4e50\u679c\u9999\u5939\u5fc3\u997c\u5e72\u84dd\u8393\u5473",
+                    "value": 56,
+                    "textStyle": {
+                        "color": "rgb(61,113,34)"
+                    }
+                },
+                {
+                    "name": "85g\u65b0\u9ea6\u6f6e\u5317\u6d77\u9053\u5410\u53f8",
+                    "value": 111,
+                    "textStyle": {
+                        "color": "rgb(118,83,63)"
+                    }
+                },
+                {
+                    "name": "85g\u65b0\u9ea6\u6f6e\u624b\u6495\u9762\u5305\uff08\u63d0\u5b50\u5473\uff09",
+                    "value": 88,
+                    "textStyle": {
+                        "color": "rgb(5,75,61)"
+                    }
+                },
+                {
+                    "name": "85g\u7edf\u4e00\u8001\u575b\u9178\u83dc\u725b\u8089\u9762",
+                    "value": 84,
+                    "textStyle": {
+                        "color": "rgb(10,58,150)"
+                    }
+                },
+                {
+                    "name": "86g\u5408\u5473\u9053\u6d53\u732a\u9aa8\u5473",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(30,29,155)"
+                    }
+                },
+                {
+                    "name": "86g\u5408\u5473\u9053\u6d77\u9c9c\u98ce\u5473",
+                    "value": 101,
+                    "textStyle": {
+                        "color": "rgb(104,105,89)"
+                    }
+                },
+                {
+                    "name": "91g\u5f90\u798f\u8bb0\u51e4\u68a8\u9165",
+                    "value": 28,
+                    "textStyle": {
+                        "color": "rgb(90,68,91)"
+                    }
+                },
+                {
+                    "name": "\u4e0a\u597d\u4f73\u7530\u56ed\u85af\u7247",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(131,43,55)"
+                    }
+                },
+                {
+                    "name": "\u4e1c\u9e4f\u7279\u996e",
+                    "value": 238,
+                    "textStyle": {
+                        "color": "rgb(60,58,20)"
+                    }
+                },
+                {
+                    "name": "\u4e3d\u829d\u58eb\u7eb3\u5b9d\u5e1d\u5976\u916a\u5a01\u5316\u997c\u5e72",
+                    "value": 16,
+                    "textStyle": {
+                        "color": "rgb(47,109,9)"
+                    }
+                },
+                {
+                    "name": "\u4e50\u4e8b\u85af\u7247\uff08\u9752\u67e0\uff09",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(33,27,44)"
+                    }
+                },
+                {
+                    "name": "\u4e50\u4e8b\u85af\u7247\uff08\u9ec4\u74dc\u5473\uff09",
+                    "value": 16,
+                    "textStyle": {
+                        "color": "rgb(1,127,4)"
+                    }
+                },
+                {
+                    "name": "\u4e50\u864e",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(127,132,151)"
+                    }
+                },
+                {
+                    "name": "\u4e50\u864e\uff08380ml\uff09",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(6,46,75)"
+                    }
+                },
+                {
+                    "name": "\u4e56\u5ab3\u5987\u91ce\u5c71\u6912\u98ce\u722a",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(160,124,140)"
+                    }
+                },
+                {
+                    "name": "\u4f0a\u5229\u4f18\u9178\u4e73",
+                    "value": 111,
+                    "textStyle": {
+                        "color": "rgb(7,81,140)"
+                    }
+                },
+                {
+                    "name": "\u4f0a\u5229\u7eaf\u725b\u5976",
+                    "value": 48,
+                    "textStyle": {
+                        "color": "rgb(80,24,120)"
+                    }
+                },
+                {
+                    "name": "\u4f18\u76caC\u6d3b\u83cc\u578b\u4e73\u9178\u83cc\u996e\u54c1",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(81,159,76)"
+                    }
+                },
+                {
+                    "name": "\u5065\u80fd\u9178\u5976",
+                    "value": 11,
+                    "textStyle": {
+                        "color": "rgb(92,23,52)"
+                    }
+                },
+                {
+                    "name": "\u519c\u592b\u679c\u56ed",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(28,88,4)"
+                    }
+                },
+                {
+                    "name": "\u51b0\u7cd6\u96ea\u68a8",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(37,11,95)"
+                    }
+                },
+                {
+                    "name": "\u51b0\u7ea2\u8336\uff08\u7f50\uff09",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(95,70,38)"
+                    }
+                },
+                {
+                    "name": "\u51e4\u722a",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(72,24,81)"
+                    }
+                },
+                {
+                    "name": "\u52a0\u591a\u5b9d",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(21,81,140)"
+                    }
+                },
+                {
+                    "name": "\u52b2\u4ed4\u5c0f\u9c7c",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(59,138,47)"
+                    }
+                },
+                {
+                    "name": "\u52b2\u4ed4\u5c0f\u9c7c\uff08\u5364\u9999\u5473\uff09",
+                    "value": 10,
+                    "textStyle": {
+                        "color": "rgb(19,155,152)"
+                    }
+                },
+                {
+                    "name": "\u52b2\u4ed4\u5c0f\u9c7c\uff08\u9999\u8fa3\u5473\uff09",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(87,16,131)"
+                    }
+                },
+                {
+                    "name": "\u52b2\u4ed4\u5c0f\u9c7c\uff08\u9ebb\u8fa3\u5473\uff09",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(150,86,30)"
+                    }
+                },
+                {
+                    "name": "\u536b\u9f99\u4eb2\u5634\u70e7\u7ea2\u70e7\u725b\u8089\u5473",
+                    "value": 32,
+                    "textStyle": {
+                        "color": "rgb(115,101,68)"
+                    }
+                },
+                {
+                    "name": "\u536b\u9f99\u4eb2\u5634\u70e7\u9ea6\u8fa3\u9e21\u6c41\u5473",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(147,38,94)"
+                    }
+                },
+                {
+                    "name": "\u536b\u9f99\u5927\u9762\u7b4b",
+                    "value": 65,
+                    "textStyle": {
+                        "color": "rgb(100,106,109)"
+                    }
+                },
+                {
+                    "name": "\u5370\u5c3c\u829d\u58eb\u5a01\u5316\u997c\u5e72",
+                    "value": 28,
+                    "textStyle": {
+                        "color": "rgb(34,137,22)"
+                    }
+                },
+                {
+                    "name": "\u53cc\u6c47\u7389\u7c73\u70ed\u72d7\u80a0",
+                    "value": 39,
+                    "textStyle": {
+                        "color": "rgb(139,51,138)"
+                    }
+                },
+                {
+                    "name": "\u53e3\u5473\u738b\u69df\u6994\uff08\u7ea2\uff09",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(119,103,9)"
+                    }
+                },
+                {
+                    "name": "\u53e3\u5473\u738b\u69df\u6994\uff08\u7eff\u8272\uff09",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(83,22,97)"
+                    }
+                },
+                {
+                    "name": "\u53e3\u5473\u738b\u69df\u6994\uff08\u7eff\uff09",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(30,7,39)"
+                    }
+                },
+                {
+                    "name": "\u53ef\u4e50\u53ef\u4e50",
+                    "value": 30,
+                    "textStyle": {
+                        "color": "rgb(4,154,49)"
+                    }
+                },
+                {
+                    "name": "\u53ef\u53e3\u53ef\u4e50330ml",
+                    "value": 66,
+                    "textStyle": {
+                        "color": "rgb(23,131,24)"
+                    }
+                },
+                {
+                    "name": "\u53ef\u53e3\u53ef\u4e50330ml\uff08\u7f50\uff09",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(98,3,13)"
+                    }
+                },
+                {
+                    "name": "\u53ef\u53e3\u53ef\u4e50\u6700\u65b0\u6b3e",
+                    "value": 54,
+                    "textStyle": {
+                        "color": "rgb(42,118,147)"
+                    }
+                },
+                {
+                    "name": "\u53ef\u53e3\u53ef\u4e50\uff08500ml\uff09",
+                    "value": 64,
+                    "textStyle": {
+                        "color": "rgb(72,27,120)"
+                    }
+                },
+                {
+                    "name": "\u5408\u5473\u9053\uff08\u6d53\u732a\u9aa8\uff09",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(146,28,106)"
+                    }
+                },
+                {
+                    "name": "\u5408\u5473\u9053\uff08\u6d77\u9c9c\u98ce\u5473\uff09",
+                    "value": 16,
+                    "textStyle": {
+                        "color": "rgb(21,13,51)"
+                    }
+                },
+                {
+                    "name": "\u5473\u4e4b\u4e0d\u89c4\u5219\u997c\u5e72\uff08\u829d\u58eb\u5473\uff09",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(127,20,152)"
+                    }
+                },
+                {
+                    "name": "\u54aa\u54aa",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(107,94,69)"
+                    }
+                },
+                {
+                    "name": "\u54aa\u54aa\u867e\u6761\u9a6c\u6765\u897f\u4e9a\u98ce\u5473",
+                    "value": 67,
+                    "textStyle": {
+                        "color": "rgb(104,105,90)"
+                    }
+                },
+                {
+                    "name": "\u5546\u54c11",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(45,4,14)"
+                    }
+                },
+                {
+                    "name": "\u56db\u6d32\u7c9f\u4e00\u70e7\u70e7\u70e4\u5473",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(86,107,139)"
+                    }
+                },
+                {
+                    "name": "\u591a\u529b\u591a\u6ecb\uff08\u70ed\u8fa3\u5473\uff09",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(120,76,157)"
+                    }
+                },
+                {
+                    "name": "\u591a\u8299\u5229\u9999\u8349\u5976\u6cb9\u5473\u86cb\u7cd5",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(101,133,110)"
+                    }
+                },
+                {
+                    "name": "\u5929\u5730\u4e00\u53f7",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(107,130,3)"
+                    }
+                },
+                {
+                    "name": "\u5965\u5229\u5965\u539f\u5473\u829d\u58eb",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(38,11,58)"
+                    }
+                },
+                {
+                    "name": "\u597d\u5403\u70b9",
+                    "value": 21,
+                    "textStyle": {
+                        "color": "rgb(39,22,95)"
+                    }
+                },
+                {
+                    "name": "\u597d\u5403\u70b9\u5c0f\u997c\u5e72",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(98,73,100)"
+                    }
+                },
+                {
+                    "name": "\u5a01\u5316\u997c\u5e72",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(19,87,152)"
+                    }
+                },
+                {
+                    "name": "\u5b89\u6155\u5e0c\u9178\u5976",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(84,90,131)"
+                    }
+                },
+                {
+                    "name": "\u5c0f\u8317\u540c\u5b66",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(2,42,54)"
+                    }
+                },
+                {
+                    "name": "\u5c0f\u8317\u540c\u5b66\u51b7\u6ce1\u8336\uff08\u4e73\u9178\u83cc\u5473\uff09",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(113,133,147)"
+                    }
+                },
+                {
+                    "name": "\u5c0f\u8317\u540c\u5b66\uff08\u9752\u67e0\u7ea2\u8336\uff09",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(100,87,34)"
+                    }
+                },
+                {
+                    "name": "\u5c0f\u9c7c\u4ed4",
+                    "value": 53,
+                    "textStyle": {
+                        "color": "rgb(41,102,128)"
+                    }
+                },
+                {
+                    "name": "\u5c16\u53eb",
+                    "value": 16,
+                    "textStyle": {
+                        "color": "rgb(102,41,146)"
+                    }
+                },
+                {
+                    "name": "\u5de7\u514b\u529b\u5976\u6cb9\u5473\u86cb\u7cd5",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(118,80,52)"
+                    }
+                },
+                {
+                    "name": "\u5eb7\u5e08\u5085\u77ff\u6cc9\u6c34",
+                    "value": 10,
+                    "textStyle": {
+                        "color": "rgb(41,73,91)"
+                    }
+                },
+                {
+                    "name": "\u6021\u5b9d\u77ff\u6cc9\u6c34",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(60,47,36)"
+                    }
+                },
+                {
+                    "name": "\u6021\u5b9d\u7eaf\u51c0\u6c34",
+                    "value": 657,
+                    "textStyle": {
+                        "color": "rgb(78,45,154)"
+                    }
+                },
+                {
+                    "name": "\u624b\u6495\u7d20\u8089\u6392",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(83,147,106)"
+                    }
+                },
+                {
+                    "name": "\u65b0\u9ea6\u6f6e\u5317\u6d77\u9053\u5410\u53f8",
+                    "value": 11,
+                    "textStyle": {
+                        "color": "rgb(139,122,86)"
+                    }
+                },
+                {
+                    "name": "\u65b0\u9ea6\u6f6e\u5929\u7136\u9175\u6bcd\u9762\u5305",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(8,36,131)"
+                    }
+                },
+                {
+                    "name": "\u65b0\u9ea6\u6f6e\u5929\u7136\u9175\u6bcd\u9762\u5305\uff08\u725b\u5976\u98ce\u5473\uff09",
+                    "value": 7,
+                    "textStyle": {
+                        "color": "rgb(74,108,98)"
+                    }
+                },
+                {
+                    "name": "\u65b0\u9ea6\u6f6e\u5929\u7136\u9175\u6bcd\u9762\u5305\uff08\u826f\u54c1\u94fa\u5b50\uff09",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(66,79,123)"
+                    }
+                },
+                {
+                    "name": "\u65b0\u9ea6\u6f6e\u624b\u6495\u9762\u5305\uff08\u63d0\u5b50\u5473\uff09",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(89,107,32)"
+                    }
+                },
+                {
+                    "name": "\u65e0\u7a77\u519c\u573a\u76d0_\u9e21\u86cb",
+                    "value": 28,
+                    "textStyle": {
+                        "color": "rgb(44,17,119)"
+                    }
+                },
+                {
+                    "name": "\u65e0\u7a77\u70e4\u9e21\u5c0f\u817f\uff08\u8702\u871c\uff09",
+                    "value": 37,
+                    "textStyle": {
+                        "color": "rgb(79,42,130)"
+                    }
+                },
+                {
+                    "name": "\u65e5\u5f0f\u9c7c\u679c",
+                    "value": 12,
+                    "textStyle": {
+                        "color": "rgb(95,148,146)"
+                    }
+                },
+                {
+                    "name": "\u65fa\u4ed4\u725b\u5976",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(9,93,138)"
+                    }
+                },
+                {
+                    "name": "\u65fa\u4ed4\u725b\u5976145ml",
+                    "value": 15,
+                    "textStyle": {
+                        "color": "rgb(85,8,17)"
+                    }
+                },
+                {
+                    "name": "\u679c\u7c92\u6a59",
+                    "value": 63,
+                    "textStyle": {
+                        "color": "rgb(19,76,21)"
+                    }
+                },
+                {
+                    "name": "\u6930\u6811\u724c\u6930\u6c41",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(107,118,18)"
+                    }
+                },
+                {
+                    "name": "\u6bcf\u65e5\u7279\u60e0",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(0,96,123)"
+                    }
+                },
+                {
+                    "name": "\u6cf0\u5947\u516b\u5b9d\u7ca5",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(36,43,30)"
+                    }
+                },
+                {
+                    "name": "\u6e58\u6f6d\u94fa\u5b50(\u7fbd\u6cc9\u7248)",
+                    "value": 11,
+                    "textStyle": {
+                        "color": "rgb(86,146,39)"
+                    }
+                },
+                {
+                    "name": "\u718a\u5b57\u997c",
+                    "value": 11,
+                    "textStyle": {
+                        "color": "rgb(83,97,47)"
+                    }
+                },
+                {
+                    "name": "\u71d5\u5858\u539f\u5473\u9178\u5976",
+                    "value": 14,
+                    "textStyle": {
+                        "color": "rgb(1,150,120)"
+                    }
+                },
+                {
+                    "name": "\u71d5\u5858\u751c\u725b\u5976",
+                    "value": 22,
+                    "textStyle": {
+                        "color": "rgb(48,20,6)"
+                    }
+                },
+                {
+                    "name": "\u71d5\u5858\u7ea2\u67a3\u725b\u5976",
+                    "value": 19,
+                    "textStyle": {
+                        "color": "rgb(50,15,77)"
+                    }
+                },
+                {
+                    "name": "\u738b\u8001\u5409\uff08500ml\uff09",
+                    "value": 92,
+                    "textStyle": {
+                        "color": "rgb(37,144,90)"
+                    }
+                },
+                {
+                    "name": "\u738b\u8001\u5409\uff08\u7f50\uff09",
+                    "value": 127,
+                    "textStyle": {
+                        "color": "rgb(19,154,65)"
+                    }
+                },
+                {
+                    "name": "\u73e0\u6c5f\u7eaf\u751f\u5564\u9152",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(125,96,149)"
+                    }
+                },
+                {
+                    "name": "\u767e\u4e8b\u53ef\u4e50330ml",
+                    "value": 7,
+                    "textStyle": {
+                        "color": "rgb(76,120,157)"
+                    }
+                },
+                {
+                    "name": "\u767e\u4e8b\u53ef\u4e50500ml",
+                    "value": 13,
+                    "textStyle": {
+                        "color": "rgb(66,61,35)"
+                    }
+                },
+                {
+                    "name": "\u76ca\u529b\u591a100g*5\u74f6",
+                    "value": 5,
+                    "textStyle": {
+                        "color": "rgb(71,64,53)"
+                    }
+                },
+                {
+                    "name": "\u76fc\u76fc\u624b\u6495\u9762\u5305",
+                    "value": 4,
+                    "textStyle": {
+                        "color": "rgb(19,113,72)"
+                    }
+                },
+                {
+                    "name": "\u7ea2\u725b",
+                    "value": 100,
+                    "textStyle": {
+                        "color": "rgb(52,103,130)"
+                    }
+                },
+                {
+                    "name": "\u7ecf\u5178\u5976\u8336",
+                    "value": 1,
+                    "textStyle": {
+                        "color": "rgb(103,92,85)"
+                    }
+                },
+                {
+                    "name": "\u7edf\u4e00\u51b0\u7ea2\u8336",
+                    "value": 138,
+                    "textStyle": {
+                        "color": "rgb(144,76,121)"
+                    }
+                },
+                {
+                    "name": "\u7edf\u4e00\u6765\u4e00\u6876\u9999\u8fa3\u8001\u575b\u9178\u83dc\u725b\u8089\u9762",
+                    "value": 24,
+                    "textStyle": {
+                        "color": "rgb(35,61,133)"
+                    }
+                },
+                {
+                    "name": "\u7edf\u4e00\u7eff\u8336",
+                    "value": 78,
+                    "textStyle": {
+                        "color": "rgb(119,5,76)"
+                    }
+                },
+                {
+                    "name": "\u7edf\u4e00\u963f\u8428\u59c6\u5976\u8336",
+                    "value": 11,
+                    "textStyle": {
+                        "color": "rgb(155,149,120)"
+                    }
+                },
+                {
+                    "name": "\u7ef4\u4ed6\u539f\u5473\u8c46\u5976",
+                    "value": 46,
+                    "textStyle": {
+                        "color": "rgb(28,4,88)"
+                    }
+                },
+                {
+                    "name": "\u7ef4\u4ed6\u5976",
+                    "value": 41,
+                    "textStyle": {
+                        "color": "rgb(10,150,122)"
+                    }
+                },
+                {
+                    "name": "\u7ef4\u4ed6\u5976\u9ed1\u8c46\u5976\u996e\u54c1",
+                    "value": 2,
+                    "textStyle": {
+                        "color": "rgb(108,118,54)"
+                    }
+                },
+                {
+                    "name": "\u7ef4\u4ed6\u5976\uff08\u5de7\u514b\u529b\u5473\uff09",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(65,43,146)"
+                    }
+                },
+                {
+                    "name": "\u7ef4\u4ed6\u67e0\u6aac\u8336",
+                    "value": 63,
+                    "textStyle": {
+                        "color": "rgb(156,11,153)"
+                    }
+                },
+                {
+                    "name": "\u7ef4\u4ed6\u67e0\u6aac\u8336330ml\uff08\u7f50\uff09",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(81,95,83)"
+                    }
+                },
+                {
+                    "name": "\u7f8e\u5e74\u8fbe\uff08\u7f50\uff09",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(118,159,81)"
+                    }
+                },
+                {
+                    "name": "\u7f8e\u6c41\u6e90\u679c\u7c92\u6a59",
+                    "value": 20,
+                    "textStyle": {
+                        "color": "rgb(151,9,17)"
+                    }
+                },
+                {
+                    "name": "\u8109\u52a8",
+                    "value": 235,
+                    "textStyle": {
+                        "color": "rgb(63,35,23)"
+                    }
+                },
+                {
+                    "name": "\u8109\u52a8\uff08\u6930\u5b50\u83e0\u841d\u53e3\u5473\uff09",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(68,67,146)"
+                    }
+                },
+                {
+                    "name": "\u8109\u52a8\uff08\u9752\u67e0\uff09",
+                    "value": 14,
+                    "textStyle": {
+                        "color": "rgb(138,52,27)"
+                    }
+                },
+                {
+                    "name": "\u82ac\u8fbe330ml",
+                    "value": 97,
+                    "textStyle": {
+                        "color": "rgb(41,122,139)"
+                    }
+                },
+                {
+                    "name": "\u8309\u8389\u871c\u8336",
+                    "value": 29,
+                    "textStyle": {
+                        "color": "rgb(53,96,149)"
+                    }
+                },
+                {
+                    "name": "\u8425\u517b\u5feb\u7ebf",
+                    "value": 179,
+                    "textStyle": {
+                        "color": "rgb(114,102,14)"
+                    }
+                },
+                {
+                    "name": "\u8bd7\u7af9\u7af9\u7ea4\u7ef4\u9762\u5dfe\u7eb8",
+                    "value": 9,
+                    "textStyle": {
+                        "color": "rgb(122,20,89)"
+                    }
+                },
+                {
+                    "name": "\u8d8a\u5357LIPO\u5976\u5473\u9762\u5305\u5e72100g",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(96,12,41)"
+                    }
+                },
+                {
+                    "name": "\u8ff7\u4f60\u7eb8\u5dfe",
+                    "value": 3,
+                    "textStyle": {
+                        "color": "rgb(136,149,6)"
+                    }
+                },
+                {
+                    "name": "\u94f6\u9e6d\u516b\u5b9d\u7ca5",
+                    "value": 61,
+                    "textStyle": {
+                        "color": "rgb(106,91,63)"
+                    }
+                },
+                {
+                    "name": "\u963f\u8428\u59c6\u5976\u8336",
+                    "value": 151,
+                    "textStyle": {
+                        "color": "rgb(145,142,8)"
+                    }
+                },
+                {
+                    "name": "\u963f\u8428\u59c6\u714e\u8336\u5976\u7eff",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(114,134,9)"
+                    }
+                },
+                {
+                    "name": "\u96c0\u5de2\u5496\u5561",
+                    "value": 17,
+                    "textStyle": {
+                        "color": "rgb(93,103,37)"
+                    }
+                },
+                {
+                    "name": "\u96ea\u529b\u77ff\u6cc9\u6c34",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(62,59,135)"
+                    }
+                },
+                {
+                    "name": "\u96ea\u78a7",
+                    "value": 8,
+                    "textStyle": {
+                        "color": "rgb(85,74,56)"
+                    }
+                },
+                {
+                    "name": "\u96ea\u78a7330ml",
+                    "value": 42,
+                    "textStyle": {
+                        "color": "rgb(76,19,111)"
+                    }
+                },
+                {
+                    "name": "\u96ea\u78a7\u6700\u65b0\u6b3e",
+                    "value": 72,
+                    "textStyle": {
+                        "color": "rgb(80,152,25)"
+                    }
+                },
+                {
+                    "name": "\u96ea\u78a7\uff08500ml\uff09",
+                    "value": 77,
+                    "textStyle": {
+                        "color": "rgb(128,102,8)"
+                    }
+                },
+                {
+                    "name": "\u97e9\u56fd\u6d77\u724c\u6d77\u82d4",
+                    "value": 26,
+                    "textStyle": {
+                        "color": "rgb(91,122,52)"
+                    }
+                },
+                {
+                    "name": "\u987a\u5b9d\u4e5d\u5236\u6885",
+                    "value": 6,
+                    "textStyle": {
+                        "color": "rgb(146,77,29)"
+                    }
+                },
+                {
+                    "name": "\u9999\u8106\u80a0",
+                    "value": 22,
+                    "textStyle": {
+                        "color": "rgb(20,38,11)"
+                    }
+                },
+                {
+                    "name": "\u9999\u8c46\u5e72",
+                    "value": 63,
+                    "textStyle": {
+                        "color": "rgb(73,23,105)"
+                    }
+                },
+                {
+                    "name": "\u9e21\u722a",
+                    "value": 7,
+                    "textStyle": {
+                        "color": "rgb(105,17,63)"
+                    }
+                },
+                {
+                    "name": "\u9e2d\u7fc5",
+                    "value": 112,
+                    "textStyle": {
+                        "color": "rgb(96,57,30)"
+                    }
+                }
+            ],
+            "drawOutOfBound": false,
+            "textStyle": {
+                "emphasis": {}
+            }
+        }
+    ],
+    "legend": [
+        {
+            "data": [],
+            "selected": {},
+            "show": true,
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "title": [
+        {
+            "show": true,
+            "text": "\u5546\u54c1\u9500\u552e\u6570\u91cf\u8bcd\u4e91\u56fe",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ],
+    "toolbox": {
+        "show": true,
+        "orient": "horizontal",
+        "itemSize": 15,
+        "itemGap": 10,
+        "left": "80%",
+        "feature": {
+            "saveAsImage": {
+                "type": "png",
+                "backgroundColor": "auto",
+                "connectedBackgroundColor": "#fff",
+                "show": true,
+                "title": "\u4fdd\u5b58\u4e3a\u56fe\u7247",
+                "pixelRatio": 1
+            },
+            "restore": {
+                "show": true,
+                "title": "\u8fd8\u539f"
+            },
+            "dataView": {
+                "show": true,
+                "title": "\u6570\u636e\u89c6\u56fe",
+                "readOnly": false,
+                "lang": [
+                    "\u6570\u636e\u89c6\u56fe",
+                    "\u5173\u95ed",
+                    "\u5237\u65b0"
+                ],
+                "backgroundColor": "#fff",
+                "textareaColor": "#fff",
+                "textareaBorderColor": "#333",
+                "textColor": "#000",
+                "buttonColor": "#c23531",
+                "buttonTextColor": "#fff"
+            },
+            "dataZoom": {
+                "show": true,
+                "title": {
+                    "zoom": "\u533a\u57df\u7f29\u653e",
+                    "back": "\u533a\u57df\u7f29\u653e\u8fd8\u539f"
+                },
+                "icon": {},
+                "filterMode": "filter"
+            },
+            "magicType": {
+                "show": true,
+                "type": [
+                    "line",
+                    "bar",
+                    "stack",
+                    "tiled"
+                ],
+                "title": {
+                    "line": "\u5207\u6362\u4e3a\u6298\u7ebf\u56fe",
+                    "bar": "\u5207\u6362\u4e3a\u67f1\u72b6\u56fe",
+                    "stack": "\u5207\u6362\u4e3a\u5806\u53e0",
+                    "tiled": "\u5207\u6362\u4e3a\u5e73\u94fa"
+                },
+                "icon": {}
+            }
+        }
+    }
+};
+        chart_9155f44f266240e8895556805787a711.setOption(option_9155f44f266240e8895556805787a711);
+    </script>
+</body>
+</html>
diff --git a/商务大数据分析/20250507/lessom/top_5_category_sales_funnel.html b/商务大数据分析/20250507/lessom/top_5_category_sales_funnel.html
new file mode 100644
index 0000000..05b2e68
--- /dev/null
+++ b/商务大数据分析/20250507/lessom/top_5_category_sales_funnel.html
@@ -0,0 +1,216 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <meta charset="UTF-8">
+    <title>Awesome-pyecharts</title>
+                <script type="text/javascript" src="https://assets.pyecharts.org/assets/v5/echarts.min.js"></script>
+
+    
+</head>
+<body >
+    <div id="4de787f0637342a3aee3bd2a1c5baa9a" class="chart-container" style="width:900px; height:500px; "></div>
+    <script>
+        var chart_4de787f0637342a3aee3bd2a1c5baa9a = echarts.init(
+            document.getElementById('4de787f0637342a3aee3bd2a1c5baa9a'), 'white', {renderer: 'canvas'});
+        var option_4de787f0637342a3aee3bd2a1c5baa9a = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "funnel",
+            "name": "\u5546\u54c1\u7c7b\u522b\u9500\u552e\u989d",
+            "data": [
+                {
+                    "name": "\u4e73\u5236\u54c1",
+                    "value": 5308.5
+                },
+                {
+                    "name": "\u8336\u996e\u6599",
+                    "value": 4905.0
+                },
+                {
+                    "name": "\u8089\u5e72/\u8c46\u5236\u54c1/\u86cb",
+                    "value": 4378.7
+                },
+                {
+                    "name": "\u997c\u5e72\u7cd5\u70b9",
+                    "value": 3837.5
+                },
+                {
+                    "name": "\u529f\u80fd\u996e\u6599",
+                    "value": 3581.7
+                }
+            ],
+            "min": 0,
+            "max": 100,
+            "minSize": "0%",
+            "maxSize": "100%",
+            "orient": "vertical",
+            "sort": "descending",
+            "gap": 0,
+            "legendHoverLink": true,
+            "funnelAlign": "center",
+            "label": {
+                "show": true,
+                "position": "inside",
+                "margin": 8,
+                "valueAnimation": false
+            },
+            "selectedMode": false,
+            "zlevel": 0,
+            "z": 2
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "\u4e73\u5236\u54c1",
+                "\u997c\u5e72\u7cd5\u70b9",
+                "\u529f\u80fd\u996e\u6599",
+                "\u8336\u996e\u6599",
+                "\u8089\u5e72/\u8c46\u5236\u54c1/\u86cb"
+            ],
+            "selected": {},
+            "show": true,
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "title": [
+        {
+            "show": true,
+            "text": "\u6392\u540d\u524d 5 \u7684\u5546\u54c1\u7c7b\u522b\u9500\u552e\u989d\u6f0f\u6597\u56fe",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ],
+    "toolbox": {
+        "show": true,
+        "orient": "horizontal",
+        "itemSize": 15,
+        "itemGap": 10,
+        "left": "80%",
+        "feature": {
+            "saveAsImage": {
+                "type": "png",
+                "backgroundColor": "auto",
+                "connectedBackgroundColor": "#fff",
+                "show": true,
+                "title": "\u4fdd\u5b58\u4e3a\u56fe\u7247",
+                "pixelRatio": 1
+            },
+            "restore": {
+                "show": true,
+                "title": "\u8fd8\u539f"
+            },
+            "dataView": {
+                "show": true,
+                "title": "\u6570\u636e\u89c6\u56fe",
+                "readOnly": false,
+                "lang": [
+                    "\u6570\u636e\u89c6\u56fe",
+                    "\u5173\u95ed",
+                    "\u5237\u65b0"
+                ],
+                "backgroundColor": "#fff",
+                "textareaColor": "#fff",
+                "textareaBorderColor": "#333",
+                "textColor": "#000",
+                "buttonColor": "#c23531",
+                "buttonTextColor": "#fff"
+            },
+            "dataZoom": {
+                "show": true,
+                "title": {
+                    "zoom": "\u533a\u57df\u7f29\u653e",
+                    "back": "\u533a\u57df\u7f29\u653e\u8fd8\u539f"
+                },
+                "icon": {},
+                "filterMode": "filter"
+            },
+            "magicType": {
+                "show": true,
+                "type": [
+                    "line",
+                    "bar",
+                    "stack",
+                    "tiled"
+                ],
+                "title": {
+                    "line": "\u5207\u6362\u4e3a\u6298\u7ebf\u56fe",
+                    "bar": "\u5207\u6362\u4e3a\u67f1\u72b6\u56fe",
+                    "stack": "\u5207\u6362\u4e3a\u5806\u53e0",
+                    "tiled": "\u5207\u6362\u4e3a\u5e73\u94fa"
+                },
+                "icon": {}
+            }
+        }
+    }
+};
+        chart_4de787f0637342a3aee3bd2a1c5baa9a.setOption(option_4de787f0637342a3aee3bd2a1c5baa9a);
+    </script>
+</body>
+</html>
diff --git a/商务大数据分析/20250507/work/许龙津+202212410328.html b/商务大数据分析/20250507/work/许龙津+202212410328.html
new file mode 100644
index 0000000..4c287ba
--- /dev/null
+++ b/商务大数据分析/20250507/work/许龙津+202212410328.html
@@ -0,0 +1,18096 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<title>task</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
+
+
+
+
+<style type="text/css">
+    pre { line-height: 125%; }
+td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight .hll { background-color: var(--jp-cell-editor-active-background) }
+.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) }
+.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */
+.highlight .err { color: var(--jp-mirror-editor-error-color) } /* Error */
+.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */
+.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */
+.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */
+.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */
+.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */
+.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */
+.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */
+.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */
+.highlight .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */
+.highlight .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */
+.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */
+.highlight .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */
+.highlight .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */
+.highlight .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */
+.highlight .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */
+.highlight .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */
+.highlight .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */
+.highlight .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */
+.highlight .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */
+.highlight .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */
+.highlight .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */
+.highlight .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */
+.highlight .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */
+.highlight .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */
+.highlight .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */
+.highlight .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */
+.highlight .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */
+.highlight .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */
+.highlight .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */
+.highlight .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */
+.highlight .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */
+  </style>
+
+
+
+<style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+ * Mozilla scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+[data-jp-theme-scrollbars='true'] {
+  scrollbar-color: rgb(var(--jp-scrollbar-thumb-color))
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar. These selectors
+ * will match lower in the tree, and so will override the above */
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar {
+  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny {
+  scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent;
+  scrollbar-width: thin;
+}
+
+/*
+ * Webkit scrollbar styling
+ */
+
+/* use standard opaque scrollbars for most nodes */
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-corner {
+  background: var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-thumb {
+  background: rgb(var(--jp-scrollbar-thumb-color));
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-right: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+[data-jp-theme-scrollbars='true'] ::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+  border-bottom: var(--jp-scrollbar-endpad) solid
+    var(--jp-scrollbar-background-color);
+}
+
+/* for code nodes, use a transparent style of scrollbar */
+
+[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar::-webkit-scrollbar,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-corner,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-corner {
+  background-color: transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-thumb,
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+  border: var(--jp-scrollbar-thumb-margin) solid transparent;
+  background-clip: content-box;
+  border-radius: var(--jp-scrollbar-thumb-radius);
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-hscrollbar::-webkit-scrollbar-track:horizontal {
+  border-left: var(--jp-scrollbar-endpad) solid transparent;
+  border-right: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+[data-jp-theme-scrollbars='true']
+  .CodeMirror-vscrollbar::-webkit-scrollbar-track:vertical {
+  border-top: var(--jp-scrollbar-endpad) solid transparent;
+  border-bottom: var(--jp-scrollbar-endpad) solid transparent;
+}
+
+/* tiny scrollbar */
+
+.jp-scrollbar-tiny::-webkit-scrollbar,
+.jp-scrollbar-tiny::-webkit-scrollbar-corner {
+  background-color: transparent;
+  height: 4px;
+  width: 4px;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-thumb {
+  background: rgba(var(--jp-scrollbar-thumb-color), 0.5);
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal {
+  border-left: 0px solid transparent;
+  border-right: 0px solid transparent;
+}
+
+.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical {
+  border-top: 0px solid transparent;
+  border-bottom: 0px solid transparent;
+}
+
+/*
+ * Phosphor
+ */
+
+.lm-ScrollBar[data-orientation='horizontal'] {
+  min-height: 16px;
+  max-height: 16px;
+  min-width: 45px;
+  border-top: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] {
+  min-width: 16px;
+  max-width: 16px;
+  min-height: 45px;
+  border-left: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar-button {
+  background-color: #f0f0f0;
+  background-position: center center;
+  min-height: 15px;
+  max-height: 15px;
+  min-width: 15px;
+  max-width: 15px;
+}
+
+.lm-ScrollBar-button:hover {
+  background-color: #dadada;
+}
+
+.lm-ScrollBar-button.lm-mod-active {
+  background-color: #cdcdcd;
+}
+
+.lm-ScrollBar-track {
+  background: #f0f0f0;
+}
+
+.lm-ScrollBar-thumb {
+  background: #cdcdcd;
+}
+
+.lm-ScrollBar-thumb:hover {
+  background: #bababa;
+}
+
+.lm-ScrollBar-thumb.lm-mod-active {
+  background: #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb {
+  height: 100%;
+  min-width: 15px;
+  border-left: 1px solid #a0a0a0;
+  border-right: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb {
+  width: 100%;
+  min-height: 15px;
+  border-top: 1px solid #a0a0a0;
+  border-bottom: 1px solid #a0a0a0;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-left);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='horizontal']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-right);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='decrement'] {
+  background-image: var(--jp-icon-caret-up);
+  background-size: 17px;
+}
+
+.lm-ScrollBar[data-orientation='vertical']
+  .lm-ScrollBar-button[data-action='increment'] {
+  background-image: var(--jp-icon-caret-down);
+  background-size: 17px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Widget, /* </DEPRECATED> */
+.lm-Widget {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  cursor: default;
+}
+
+
+/* <DEPRECATED> */ .p-Widget.p-mod-hidden, /* </DEPRECATED> */
+.lm-Widget.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-CommandPalette, /* </DEPRECATED> */
+.lm-CommandPalette {
+  display: flex;
+  flex-direction: column;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-search, /* </DEPRECATED> */
+.lm-CommandPalette-search {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-content, /* </DEPRECATED> */
+.lm-CommandPalette-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  min-height: 0;
+  overflow: auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-header, /* </DEPRECATED> */
+.lm-CommandPalette-header {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-item, /* </DEPRECATED> */
+.lm-CommandPalette-item {
+  display: flex;
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemIcon, /* </DEPRECATED> */
+.lm-CommandPalette-itemIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemContent, /* </DEPRECATED> */
+.lm-CommandPalette-itemContent {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemShortcut, /* </DEPRECATED> */
+.lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-CommandPalette-itemLabel, /* </DEPRECATED> */
+.lm-CommandPalette-itemLabel {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.lm-close-icon {
+	border:1px solid transparent;
+  background-color: transparent;
+  position: absolute;
+	z-index:1;
+	right:3%;
+	top: 0;
+	bottom: 0;
+	margin: auto;
+	padding: 7px 0;
+	display: none;
+	vertical-align: middle;
+  outline: 0;
+  cursor: pointer;
+}
+.lm-close-icon:after {
+	content: "X";
+	display: block;
+	width: 15px;
+	height: 15px;
+	text-align: center;
+	color:#000;
+	font-weight: normal;
+	font-size: 12px;
+	cursor: pointer;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-DockPanel, /* </DEPRECATED> */
+.lm-DockPanel {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-widget, /* </DEPRECATED> */
+.lm-DockPanel-widget {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-tabBar, /* </DEPRECATED> */
+.lm-DockPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle, /* </DEPRECATED> */
+.lm-DockPanel-handle {
+  z-index: 2;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-handle:after, /* </DEPRECATED> */
+.lm-DockPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal'] {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical'] {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='horizontal']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='horizontal']:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-DockPanel-handle[data-orientation='vertical']:after,
+/* </DEPRECATED> */
+.lm-DockPanel-handle[data-orientation='vertical']:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay, /* </DEPRECATED> */
+.lm-DockPanel-overlay {
+  z-index: 3;
+  box-sizing: border-box;
+  pointer-events: none;
+}
+
+
+/* <DEPRECATED> */ .p-DockPanel-overlay.p-mod-hidden, /* </DEPRECATED> */
+.lm-DockPanel-overlay.lm-mod-hidden {
+  display: none !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-Menu, /* </DEPRECATED> */
+.lm-Menu {
+  z-index: 10000;
+  position: absolute;
+  white-space: nowrap;
+  overflow-x: hidden;
+  overflow-y: auto;
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-content, /* </DEPRECATED> */
+.lm-Menu-content {
+  margin: 0;
+  padding: 0;
+  display: table;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-item, /* </DEPRECATED> */
+.lm-Menu-item {
+  display: table-row;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-item.p-mod-hidden,
+.p-Menu-item.p-mod-collapsed,
+/* </DEPRECATED> */
+.lm-Menu-item.lm-mod-hidden,
+.lm-Menu-item.lm-mod-collapsed {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */
+.p-Menu-itemIcon,
+.p-Menu-itemSubmenuIcon,
+/* </DEPRECATED> */
+.lm-Menu-itemIcon,
+.lm-Menu-itemSubmenuIcon {
+  display: table-cell;
+  text-align: center;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemLabel, /* </DEPRECATED> */
+.lm-Menu-itemLabel {
+  display: table-cell;
+  text-align: left;
+}
+
+
+/* <DEPRECATED> */ .p-Menu-itemShortcut, /* </DEPRECATED> */
+.lm-Menu-itemShortcut {
+  display: table-cell;
+  text-align: right;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-MenuBar, /* </DEPRECATED> */
+.lm-MenuBar {
+  outline: none;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-MenuBar-content, /* </DEPRECATED> */
+.lm-MenuBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex-direction: row;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */ .p--MenuBar-item, /* </DEPRECATED> */
+.lm-MenuBar-item {
+  box-sizing: border-box;
+}
+
+
+/* <DEPRECATED> */
+.p-MenuBar-itemIcon,
+.p-MenuBar-itemLabel,
+/* </DEPRECATED> */
+.lm-MenuBar-itemIcon,
+.lm-MenuBar-itemLabel {
+  display: inline-block;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-ScrollBar, /* </DEPRECATED> */
+.lm-ScrollBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='horizontal'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='horizontal'] {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-ScrollBar[data-orientation='vertical'],
+/* </DEPRECATED> */
+.lm-ScrollBar[data-orientation='vertical'] {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-button, /* </DEPRECATED> */
+.lm-ScrollBar-button {
+  box-sizing: border-box;
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-track, /* </DEPRECATED> */
+.lm-ScrollBar-track {
+  box-sizing: border-box;
+  position: relative;
+  overflow: hidden;
+  flex: 1 1 auto;
+}
+
+
+/* <DEPRECATED> */ .p-ScrollBar-thumb, /* </DEPRECATED> */
+.lm-ScrollBar-thumb {
+  box-sizing: border-box;
+  position: absolute;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-SplitPanel-child, /* </DEPRECATED> */
+.lm-SplitPanel-child {
+  z-index: 0;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle, /* </DEPRECATED> */
+.lm-SplitPanel-handle {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle.p-mod-hidden, /* </DEPRECATED> */
+.lm-SplitPanel-handle.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-SplitPanel-handle:after, /* </DEPRECATED> */
+.lm-SplitPanel-handle:after {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  content: '';
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle {
+  cursor: ew-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle {
+  cursor: ns-resize;
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='horizontal'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after {
+  left: 50%;
+  min-width: 8px;
+  transform: translateX(-50%);
+}
+
+
+/* <DEPRECATED> */
+.p-SplitPanel[data-orientation='vertical'] > .p-SplitPanel-handle:after,
+/* </DEPRECATED> */
+.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after {
+  top: 50%;
+  min-height: 8px;
+  transform: translateY(-50%);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabBar, /* </DEPRECATED> */
+.lm-TabBar {
+  display: flex;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='horizontal'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] {
+  flex-direction: row;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar[data-orientation='vertical'], /* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] {
+  flex-direction: column;
+  align-items: flex-end;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-content, /* </DEPRECATED> */
+.lm-TabBar-content {
+  margin: 0;
+  padding: 0;
+  display: flex;
+  flex: 1 1 auto;
+  list-style-type: none;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='horizontal'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content {
+  flex-direction: row;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar[data-orientation='vertical'] > .p-TabBar-content,
+/* </DEPRECATED> */
+.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content {
+  flex-direction: column;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar-tab {
+  display: flex;
+  flex-direction: row;
+  box-sizing: border-box;
+  overflow: hidden;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar-tabIcon,
+.p-TabBar-tabCloseIcon,
+/* </DEPRECATED> */
+.lm-TabBar-tabIcon,
+.lm-TabBar-tabCloseIcon {
+  flex: 0 0 auto;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tabLabel, /* </DEPRECATED> */
+.lm-TabBar-tabLabel {
+  flex: 1 1 auto;
+  overflow: hidden;
+  white-space: nowrap;
+}
+
+
+.lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar-tab.p-mod-hidden, /* </DEPRECATED> */
+.lm-TabBar-tab.lm-mod-hidden {
+  display: none !important;
+}
+
+
+.lm-TabBar-addButton.lm-mod-hidden {
+  display: none !important;
+}
+
+
+/* <DEPRECATED> */ .p-TabBar.p-mod-dragging .p-TabBar-tab, /* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab {
+  position: relative;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab {
+  left: 0;
+  transition: left 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab {
+  top: 0;
+  transition: top 150ms ease;
+}
+
+
+/* <DEPRECATED> */
+.p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging,
+/* </DEPRECATED> */
+.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging {
+  transition: none;
+}
+
+.lm-TabBar-tabLabel .lm-TabBar-tabInput {
+  user-select: all;
+  width: 100%;
+  box-sizing : border-box;
+  background: inherit;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ .p-TabPanel-tabBar, /* </DEPRECATED> */
+.lm-TabPanel-tabBar {
+  z-index: 1;
+}
+
+
+/* <DEPRECATED> */ .p-TabPanel-stackedPanel, /* </DEPRECATED> */
+.lm-TabPanel-stackedPanel {
+  z-index: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+@charset "UTF-8";
+html{
+  -webkit-box-sizing:border-box;
+          box-sizing:border-box; }
+
+*,
+*::before,
+*::after{
+  -webkit-box-sizing:inherit;
+          box-sizing:inherit; }
+
+body{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none;
+  color:#182026;
+  font-family:-apple-system, "BlinkMacSystemFont", "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Open Sans", "Helvetica Neue", "Icons16", sans-serif; }
+
+p{
+  margin-bottom:10px;
+  margin-top:0; }
+
+small{
+  font-size:12px; }
+
+strong{
+  font-weight:600; }
+
+::-moz-selection{
+  background:rgba(125, 188, 255, 0.6); }
+
+::selection{
+  background:rgba(125, 188, 255, 0.6); }
+.bp3-heading{
+  color:#182026;
+  font-weight:600;
+  margin:0 0 10px;
+  padding:0; }
+  .bp3-dark .bp3-heading{
+    color:#f5f8fa; }
+
+h1.bp3-heading, .bp3-running-text h1{
+  font-size:36px;
+  line-height:40px; }
+
+h2.bp3-heading, .bp3-running-text h2{
+  font-size:28px;
+  line-height:32px; }
+
+h3.bp3-heading, .bp3-running-text h3{
+  font-size:22px;
+  line-height:25px; }
+
+h4.bp3-heading, .bp3-running-text h4{
+  font-size:18px;
+  line-height:21px; }
+
+h5.bp3-heading, .bp3-running-text h5{
+  font-size:16px;
+  line-height:19px; }
+
+h6.bp3-heading, .bp3-running-text h6{
+  font-size:14px;
+  line-height:16px; }
+.bp3-ui-text{
+  font-size:14px;
+  font-weight:400;
+  letter-spacing:0;
+  line-height:1.28581;
+  text-transform:none; }
+
+.bp3-monospace-text{
+  font-family:monospace;
+  text-transform:none; }
+
+.bp3-text-muted{
+  color:#5c7080; }
+  .bp3-dark .bp3-text-muted{
+    color:#a7b6c2; }
+
+.bp3-text-disabled{
+  color:rgba(92, 112, 128, 0.6); }
+  .bp3-dark .bp3-text-disabled{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-text-overflow-ellipsis{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal; }
+.bp3-running-text{
+  font-size:14px;
+  line-height:1.5; }
+  .bp3-running-text h1{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h1{
+      color:#f5f8fa; }
+  .bp3-running-text h2{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h2{
+      color:#f5f8fa; }
+  .bp3-running-text h3{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h3{
+      color:#f5f8fa; }
+  .bp3-running-text h4{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h4{
+      color:#f5f8fa; }
+  .bp3-running-text h5{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h5{
+      color:#f5f8fa; }
+  .bp3-running-text h6{
+    color:#182026;
+    font-weight:600;
+    margin-bottom:20px;
+    margin-top:40px; }
+    .bp3-dark .bp3-running-text h6{
+      color:#f5f8fa; }
+  .bp3-running-text hr{
+    border:none;
+    border-bottom:1px solid rgba(16, 22, 26, 0.15);
+    margin:20px 0; }
+    .bp3-dark .bp3-running-text hr{
+      border-color:rgba(255, 255, 255, 0.15); }
+  .bp3-running-text p{
+    margin:0 0 10px;
+    padding:0; }
+
+.bp3-text-large{
+  font-size:16px; }
+
+.bp3-text-small{
+  font-size:12px; }
+a{
+  color:#106ba3;
+  text-decoration:none; }
+  a:hover{
+    color:#106ba3;
+    cursor:pointer;
+    text-decoration:underline; }
+  a .bp3-icon, a .bp3-icon-standard, a .bp3-icon-large{
+    color:inherit; }
+  a code,
+  .bp3-dark a code{
+    color:inherit; }
+  .bp3-dark a,
+  .bp3-dark a:hover{
+    color:#48aff0; }
+    .bp3-dark a .bp3-icon, .bp3-dark a .bp3-icon-standard, .bp3-dark a .bp3-icon-large,
+    .bp3-dark a:hover .bp3-icon,
+    .bp3-dark a:hover .bp3-icon-standard,
+    .bp3-dark a:hover .bp3-icon-large{
+      color:inherit; }
+.bp3-running-text code, .bp3-code{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  font-size:smaller;
+  padding:2px 5px; }
+  .bp3-dark .bp3-running-text code, .bp3-running-text .bp3-dark code, .bp3-dark .bp3-code{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+  .bp3-running-text a > code, a > .bp3-code{
+    color:#137cbd; }
+    .bp3-dark .bp3-running-text a > code, .bp3-running-text .bp3-dark a > code, .bp3-dark a > .bp3-code{
+      color:inherit; }
+
+.bp3-running-text pre, .bp3-code-block{
+  font-family:monospace;
+  text-transform:none;
+  background:rgba(255, 255, 255, 0.7);
+  border-radius:3px;
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+  color:#182026;
+  display:block;
+  font-size:13px;
+  line-height:1.4;
+  margin:10px 0;
+  padding:13px 15px 12px;
+  word-break:break-all;
+  word-wrap:break-word; }
+  .bp3-dark .bp3-running-text pre, .bp3-running-text .bp3-dark pre, .bp3-dark .bp3-code-block{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+  .bp3-running-text pre > code, .bp3-code-block > code{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit;
+    font-size:inherit;
+    padding:0; }
+
+.bp3-running-text kbd, .bp3-key{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#5c7080;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-family:inherit;
+  font-size:12px;
+  height:24px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  line-height:24px;
+  min-width:24px;
+  padding:3px 6px;
+  vertical-align:middle; }
+  .bp3-running-text kbd .bp3-icon, .bp3-key .bp3-icon, .bp3-running-text kbd .bp3-icon-standard, .bp3-key .bp3-icon-standard, .bp3-running-text kbd .bp3-icon-large, .bp3-key .bp3-icon-large{
+    margin-right:5px; }
+  .bp3-dark .bp3-running-text kbd, .bp3-running-text .bp3-dark kbd, .bp3-dark .bp3-key{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#a7b6c2; }
+.bp3-running-text blockquote, .bp3-blockquote{
+  border-left:solid 4px rgba(167, 182, 194, 0.5);
+  margin:0 0 10px;
+  padding:0 20px; }
+  .bp3-dark .bp3-running-text blockquote, .bp3-running-text .bp3-dark blockquote, .bp3-dark .bp3-blockquote{
+    border-color:rgba(115, 134, 148, 0.5); }
+.bp3-running-text ul,
+.bp3-running-text ol, .bp3-list{
+  margin:10px 0;
+  padding-left:30px; }
+  .bp3-running-text ul li:not(:last-child), .bp3-running-text ol li:not(:last-child), .bp3-list li:not(:last-child){
+    margin-bottom:5px; }
+  .bp3-running-text ul ol, .bp3-running-text ol ol, .bp3-list ol,
+  .bp3-running-text ul ul,
+  .bp3-running-text ol ul,
+  .bp3-list ul{
+    margin-top:5px; }
+
+.bp3-list-unstyled{
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-list-unstyled li{
+    padding:0; }
+.bp3-rtl{
+  text-align:right; }
+
+.bp3-dark{
+  color:#f5f8fa; }
+
+:focus{
+  outline:rgba(19, 124, 189, 0.6) auto 2px;
+  outline-offset:2px;
+  -moz-outline-radius:6px; }
+
+.bp3-focus-disabled :focus{
+  outline:none !important; }
+  .bp3-focus-disabled :focus ~ .bp3-control-indicator{
+    outline:none !important; }
+
+.bp3-alert{
+  max-width:400px;
+  padding:20px; }
+
+.bp3-alert-body{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-alert-body .bp3-icon{
+    font-size:40px;
+    margin-right:20px;
+    margin-top:0; }
+
+.bp3-alert-contents{
+  word-break:break-word; }
+
+.bp3-alert-footer{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:reverse;
+      -ms-flex-direction:row-reverse;
+          flex-direction:row-reverse;
+  margin-top:10px; }
+  .bp3-alert-footer .bp3-button{
+    margin-left:10px; }
+.bp3-breadcrumbs{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  cursor:default;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:wrap;
+      flex-wrap:wrap;
+  height:30px;
+  list-style:none;
+  margin:0;
+  padding:0; }
+  .bp3-breadcrumbs > li{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+    .bp3-breadcrumbs > li::after{
+      background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M10.71 7.29l-4-4a1.003 1.003 0 00-1.42 1.42L8.59 8 5.3 11.29c-.19.18-.3.43-.3.71a1.003 1.003 0 001.71.71l4-4c.18-.18.29-.43.29-.71 0-.28-.11-.53-.29-.71z' fill='%235C7080'/%3e%3c/svg%3e");
+      content:"";
+      display:block;
+      height:16px;
+      margin:0 5px;
+      width:16px; }
+    .bp3-breadcrumbs > li:last-of-type::after{
+      display:none; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumb-current,
+.bp3-breadcrumbs-collapsed{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  font-size:16px; }
+
+.bp3-breadcrumb,
+.bp3-breadcrumbs-collapsed{
+  color:#5c7080; }
+
+.bp3-breadcrumb:hover{
+  text-decoration:none; }
+
+.bp3-breadcrumb.bp3-disabled{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-breadcrumb .bp3-icon{
+  margin-right:5px; }
+
+.bp3-breadcrumb-current{
+  color:inherit;
+  font-weight:600; }
+  .bp3-breadcrumb-current .bp3-input{
+    font-size:inherit;
+    font-weight:inherit;
+    vertical-align:baseline; }
+
+.bp3-breadcrumbs-collapsed{
+  background:#ced9e0;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  margin-right:2px;
+  padding:1px 5px;
+  vertical-align:text-bottom; }
+  .bp3-breadcrumbs-collapsed::before{
+    background:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cg fill='%235C7080'%3e%3ccircle cx='2' cy='8.03' r='2'/%3e%3ccircle cx='14' cy='8.03' r='2'/%3e%3ccircle cx='8' cy='8.03' r='2'/%3e%3c/g%3e%3c/svg%3e") center no-repeat;
+    content:"";
+    display:block;
+    height:16px;
+    width:16px; }
+  .bp3-breadcrumbs-collapsed:hover{
+    background:#bfccd6;
+    color:#182026;
+    text-decoration:none; }
+
+.bp3-dark .bp3-breadcrumb,
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumbs > li::after{
+  color:#a7b6c2; }
+
+.bp3-dark .bp3-breadcrumb.bp3-disabled{
+  color:rgba(167, 182, 194, 0.6); }
+
+.bp3-dark .bp3-breadcrumb-current{
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-breadcrumbs-collapsed{
+  background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-breadcrumbs-collapsed:hover{
+    background:rgba(16, 22, 26, 0.6);
+    color:#f5f8fa; }
+.bp3-button{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  min-height:30px;
+  min-width:30px; }
+  .bp3-button > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-button > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-button::before,
+  .bp3-button > *{
+    margin-right:7px; }
+  .bp3-button:empty::before,
+  .bp3-button > :last-child{
+    margin-right:0; }
+  .bp3-button:empty{
+    padding:0 !important; }
+  .bp3-button:disabled, .bp3-button.bp3-disabled{
+    cursor:not-allowed; }
+  .bp3-button.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button.bp3-align-right,
+  .bp3-align-right .bp3-button{
+    text-align:right; }
+  .bp3-button.bp3-align-left,
+  .bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026; }
+    .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-button:not([class*="bp3-intent-"]):active, .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active:hover, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active, .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-button.bp3-intent-primary{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover, .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-primary:hover{
+      background-color:#106ba3;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:active, .bp3-button.bp3-intent-primary.bp3-active{
+      background-color:#0e5a8a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-primary:disabled, .bp3-button.bp3-intent-primary.bp3-disabled{
+      background-color:rgba(19, 124, 189, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-success{
+    background-color:#0f9960;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover, .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-success:hover{
+      background-color:#0d8050;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:active, .bp3-button.bp3-intent-success.bp3-active{
+      background-color:#0a6640;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-success:disabled, .bp3-button.bp3-intent-success.bp3-disabled{
+      background-color:rgba(15, 153, 96, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-warning{
+    background-color:#d9822b;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover, .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-warning:hover{
+      background-color:#bf7326;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:active, .bp3-button.bp3-intent-warning.bp3-active{
+      background-color:#a66321;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-warning:disabled, .bp3-button.bp3-intent-warning.bp3-disabled{
+      background-color:rgba(217, 130, 43, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button.bp3-intent-danger{
+    background-color:#db3737;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover, .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      color:#ffffff; }
+    .bp3-button.bp3-intent-danger:hover{
+      background-color:#c23030;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:active, .bp3-button.bp3-intent-danger.bp3-active{
+      background-color:#a82a2a;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-button.bp3-intent-danger:disabled, .bp3-button.bp3-intent-danger.bp3-disabled{
+      background-color:rgba(219, 55, 55, 0.5);
+      background-image:none;
+      border-color:transparent;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.6); }
+  .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+    stroke:#ffffff; }
+  .bp3-button.bp3-large,
+  .bp3-large .bp3-button{
+    min-height:40px;
+    min-width:40px;
+    font-size:16px;
+    padding:5px 15px; }
+    .bp3-button.bp3-large::before,
+    .bp3-button.bp3-large > *,
+    .bp3-large .bp3-button::before,
+    .bp3-large .bp3-button > *{
+      margin-right:10px; }
+    .bp3-button.bp3-large:empty::before,
+    .bp3-button.bp3-large > :last-child,
+    .bp3-large .bp3-button:empty::before,
+    .bp3-large .bp3-button > :last-child{
+      margin-right:0; }
+  .bp3-button.bp3-small,
+  .bp3-small .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-button.bp3-loading{
+    position:relative; }
+    .bp3-button.bp3-loading[class*="bp3-icon-"]::before{
+      visibility:hidden; }
+    .bp3-button.bp3-loading .bp3-button-spinner{
+      margin:0;
+      position:absolute; }
+    .bp3-button.bp3-loading > :not(.bp3-button-spinner){
+      visibility:hidden; }
+  .bp3-button[class*="bp3-icon-"]::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    color:#5c7080; }
+  .bp3-button .bp3-icon, .bp3-button .bp3-icon-standard, .bp3-button .bp3-icon-large{
+    color:#5c7080; }
+    .bp3-button .bp3-icon.bp3-align-right, .bp3-button .bp3-icon-standard.bp3-align-right, .bp3-button .bp3-icon-large.bp3-align-right{
+      margin-left:7px; }
+  .bp3-button .bp3-icon:first-child:last-child,
+  .bp3-button .bp3-spinner + .bp3-icon:last-child{
+    margin:0 -7px; }
+  .bp3-dark .bp3-button:not([class*="bp3-intent-"]){
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover, .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-button:not([class*="bp3-intent-"]):disabled.bp3-active, .bp3-dark .bp3-button:not([class*="bp3-intent-"]).bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"])[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+    .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-button:not([class*="bp3-intent-"]) .bp3-icon-large{
+      color:#a7b6c2; }
+  .bp3-dark .bp3-button[class*="bp3-intent-"]{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:hover{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:active, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-active{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"]:disabled, .bp3-dark .bp3-button[class*="bp3-intent-"].bp3-disabled{
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(255, 255, 255, 0.3); }
+    .bp3-dark .bp3-button[class*="bp3-intent-"] .bp3-button-spinner .bp3-spinner-head{
+      stroke:#8a9ba8; }
+  .bp3-button:disabled::before,
+  .bp3-button:disabled .bp3-icon, .bp3-button:disabled .bp3-icon-standard, .bp3-button:disabled .bp3-icon-large, .bp3-button.bp3-disabled::before,
+  .bp3-button.bp3-disabled .bp3-icon, .bp3-button.bp3-disabled .bp3-icon-standard, .bp3-button.bp3-disabled .bp3-icon-large, .bp3-button[class*="bp3-intent-"]::before,
+  .bp3-button[class*="bp3-intent-"] .bp3-icon, .bp3-button[class*="bp3-intent-"] .bp3-icon-standard, .bp3-button[class*="bp3-intent-"] .bp3-icon-large{
+    color:inherit !important; }
+  .bp3-button.bp3-minimal{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button.bp3-minimal:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-minimal:active, .bp3-button.bp3-minimal.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-minimal:disabled, .bp3-button.bp3-minimal:disabled:hover, .bp3-button.bp3-minimal.bp3-disabled, .bp3-button.bp3-minimal.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-minimal{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-minimal:hover, .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-minimal:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-minimal:active, .bp3-dark .bp3-button.bp3-minimal.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-minimal:disabled, .bp3-dark .bp3-button.bp3-minimal:disabled:hover, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-minimal:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover, .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover, .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover, .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-minimal.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover, .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-minimal.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-minimal.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button.bp3-outlined{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    border:1px solid rgba(24, 32, 38, 0.2);
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box; }
+    .bp3-button.bp3-outlined:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button.bp3-outlined:active, .bp3-button.bp3-outlined.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button.bp3-outlined:hover, .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button.bp3-outlined:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button.bp3-outlined:active, .bp3-dark .bp3-button.bp3-outlined.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button.bp3-outlined:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined:disabled:hover.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover, .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover, .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover, .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover, .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button.bp3-outlined.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+    .bp3-button.bp3-outlined:disabled, .bp3-button.bp3-outlined.bp3-disabled, .bp3-button.bp3-outlined:disabled:hover, .bp3-button.bp3-outlined.bp3-disabled:hover{
+      border-color:rgba(92, 112, 128, 0.1); }
+    .bp3-dark .bp3-button.bp3-outlined{
+      border-color:rgba(255, 255, 255, 0.4); }
+      .bp3-dark .bp3-button.bp3-outlined:disabled, .bp3-dark .bp3-button.bp3-outlined:disabled:hover, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-disabled:hover{
+        border-color:rgba(255, 255, 255, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-primary{
+      border-color:rgba(16, 107, 163, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+        border-color:rgba(16, 107, 163, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary{
+        border-color:rgba(72, 175, 240, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-primary.bp3-disabled{
+          border-color:rgba(72, 175, 240, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-success{
+      border-color:rgba(13, 128, 80, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+        border-color:rgba(13, 128, 80, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success{
+        border-color:rgba(61, 204, 145, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-success.bp3-disabled{
+          border-color:rgba(61, 204, 145, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-warning{
+      border-color:rgba(191, 115, 38, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+        border-color:rgba(191, 115, 38, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning{
+        border-color:rgba(255, 179, 102, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-warning.bp3-disabled{
+          border-color:rgba(255, 179, 102, 0.2); }
+    .bp3-button.bp3-outlined.bp3-intent-danger{
+      border-color:rgba(194, 48, 48, 0.6); }
+      .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+        border-color:rgba(194, 48, 48, 0.2); }
+      .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger{
+        border-color:rgba(255, 115, 115, 0.6); }
+        .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger:disabled, .bp3-dark .bp3-button.bp3-outlined.bp3-intent-danger.bp3-disabled{
+          border-color:rgba(255, 115, 115, 0.2); }
+
+a.bp3-button{
+  text-align:center;
+  text-decoration:none;
+  -webkit-transition:none;
+  transition:none; }
+  a.bp3-button, a.bp3-button:hover, a.bp3-button:active{
+    color:#182026; }
+  a.bp3-button.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6); }
+
+.bp3-button-text{
+  -webkit-box-flex:0;
+      -ms-flex:0 1 auto;
+          flex:0 1 auto; }
+
+.bp3-button.bp3-align-left .bp3-button-text, .bp3-button.bp3-align-right .bp3-button-text,
+.bp3-button-group.bp3-align-left .bp3-button-text,
+.bp3-button-group.bp3-align-right .bp3-button-text{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto; }
+.bp3-button-group{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex; }
+  .bp3-button-group .bp3-button{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    position:relative;
+    z-index:4; }
+    .bp3-button-group .bp3-button:focus{
+      z-index:5; }
+    .bp3-button-group .bp3-button:hover{
+      z-index:6; }
+    .bp3-button-group .bp3-button:active, .bp3-button-group .bp3-button.bp3-active{
+      z-index:7; }
+    .bp3-button-group .bp3-button:disabled, .bp3-button-group .bp3-button.bp3-disabled{
+      z-index:3; }
+    .bp3-button-group .bp3-button[class*="bp3-intent-"]{
+      z-index:9; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:focus{
+        z-index:10; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:hover{
+        z-index:11; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:active, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-active{
+        z-index:12; }
+      .bp3-button-group .bp3-button[class*="bp3-intent-"]:disabled, .bp3-button-group .bp3-button[class*="bp3-intent-"].bp3-disabled{
+        z-index:8; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:first-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:first-child){
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    border-bottom-right-radius:0;
+    border-top-right-radius:0;
+    margin-right:-1px; }
+  .bp3-button-group.bp3-minimal .bp3-button{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:hover{
+      background:rgba(167, 182, 194, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026;
+      text-decoration:none; }
+    .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+      background:rgba(115, 134, 148, 0.3);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#182026; }
+    .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+      background:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed; }
+      .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+        background:rgba(115, 134, 148, 0.3); }
+    .bp3-dark .bp3-button-group.bp3-minimal .bp3-button{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:inherit; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:hover{
+        background:rgba(138, 155, 168, 0.15); }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-active{
+        background:rgba(138, 155, 168, 0.3);
+        color:#f5f8fa; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover{
+        background:none;
+        color:rgba(167, 182, 194, 0.6);
+        cursor:not-allowed; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button:disabled:hover.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-disabled:hover.bp3-active{
+          background:rgba(138, 155, 168, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+      color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.15);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#106ba3; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(16, 107, 163, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+        stroke:#106ba3; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary{
+        color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:hover{
+          background:rgba(19, 124, 189, 0.2);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-active{
+          background:rgba(19, 124, 189, 0.3);
+          color:#48aff0; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled{
+          background:none;
+          color:rgba(72, 175, 240, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-primary.bp3-disabled.bp3-active{
+            background:rgba(19, 124, 189, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+      color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.15);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#0d8050; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(13, 128, 80, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+        stroke:#0d8050; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success{
+        color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:hover{
+          background:rgba(15, 153, 96, 0.2);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-active{
+          background:rgba(15, 153, 96, 0.3);
+          color:#3dcc91; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled{
+          background:none;
+          color:rgba(61, 204, 145, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-success.bp3-disabled.bp3-active{
+            background:rgba(15, 153, 96, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+      color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.15);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#bf7326; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(191, 115, 38, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+        stroke:#bf7326; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning{
+        color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:hover{
+          background:rgba(217, 130, 43, 0.2);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-active{
+          background:rgba(217, 130, 43, 0.3);
+          color:#ffb366; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled{
+          background:none;
+          color:rgba(255, 179, 102, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-warning.bp3-disabled.bp3-active{
+            background:rgba(217, 130, 43, 0.3); }
+    .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+      color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.15);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#c23030; }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(194, 48, 48, 0.5); }
+        .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+      .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+        stroke:#c23030; }
+      .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger{
+        color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:hover{
+          background:rgba(219, 55, 55, 0.2);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-active{
+          background:rgba(219, 55, 55, 0.3);
+          color:#ff7373; }
+        .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled{
+          background:none;
+          color:rgba(255, 115, 115, 0.5); }
+          .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-button-group.bp3-minimal .bp3-button.bp3-intent-danger.bp3-disabled.bp3-active{
+            background:rgba(219, 55, 55, 0.3); }
+  .bp3-button-group .bp3-popover-wrapper,
+  .bp3-button-group .bp3-popover-target{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-button-group .bp3-button.bp3-fill,
+  .bp3-button-group.bp3-fill .bp3-button:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-button-group.bp3-vertical{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column;
+    vertical-align:top; }
+    .bp3-button-group.bp3-vertical.bp3-fill{
+      height:100%;
+      width:unset; }
+    .bp3-button-group.bp3-vertical .bp3-button{
+      margin-right:0 !important;
+      width:100%; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:first-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:first-child{
+      border-radius:3px 3px 0 0; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:last-child .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:last-child{
+      border-radius:0 0 3px 3px; }
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+    .bp3-button-group.bp3-vertical:not(.bp3-minimal) > .bp3-button:not(:last-child){
+      margin-bottom:-1px; }
+  .bp3-button-group.bp3-align-left .bp3-button{
+    text-align:left; }
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group:not(.bp3-minimal) > .bp3-button:not(:last-child){
+    margin-right:1px; }
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-popover-wrapper:not(:last-child) .bp3-button,
+  .bp3-dark .bp3-button-group.bp3-vertical > .bp3-button:not(:last-child){
+    margin-bottom:1px; }
+.bp3-callout{
+  font-size:14px;
+  line-height:1.5;
+  background-color:rgba(138, 155, 168, 0.15);
+  border-radius:3px;
+  padding:10px 12px 9px;
+  position:relative;
+  width:100%; }
+  .bp3-callout[class*="bp3-icon-"]{
+    padding-left:40px; }
+    .bp3-callout[class*="bp3-icon-"]::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout.bp3-callout-icon{
+    padding-left:40px; }
+    .bp3-callout.bp3-callout-icon > .bp3-icon:first-child{
+      color:#5c7080;
+      left:10px;
+      position:absolute;
+      top:10px; }
+  .bp3-callout .bp3-heading{
+    line-height:20px;
+    margin-bottom:5px;
+    margin-top:0; }
+    .bp3-callout .bp3-heading:last-child{
+      margin-bottom:0; }
+  .bp3-dark .bp3-callout{
+    background-color:rgba(138, 155, 168, 0.2); }
+    .bp3-dark .bp3-callout[class*="bp3-icon-"]::before{
+      color:#a7b6c2; }
+  .bp3-callout.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15); }
+    .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-primary .bp3-heading{
+      color:#106ba3; }
+    .bp3-dark .bp3-callout.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-primary[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-primary > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-primary .bp3-heading{
+        color:#48aff0; }
+  .bp3-callout.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15); }
+    .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-success .bp3-heading{
+      color:#0d8050; }
+    .bp3-dark .bp3-callout.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-success[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-success > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-success .bp3-heading{
+        color:#3dcc91; }
+  .bp3-callout.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15); }
+    .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-warning .bp3-heading{
+      color:#bf7326; }
+    .bp3-dark .bp3-callout.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-warning[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-warning > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-warning .bp3-heading{
+        color:#ffb366; }
+  .bp3-callout.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15); }
+    .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+    .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+    .bp3-callout.bp3-intent-danger .bp3-heading{
+      color:#c23030; }
+    .bp3-dark .bp3-callout.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-dark .bp3-callout.bp3-intent-danger[class*="bp3-icon-"]::before,
+      .bp3-dark .bp3-callout.bp3-intent-danger > .bp3-icon:first-child,
+      .bp3-dark .bp3-callout.bp3-intent-danger .bp3-heading{
+        color:#ff7373; }
+  .bp3-running-text .bp3-callout{
+    margin:20px 0; }
+.bp3-card{
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+  padding:20px;
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-card.bp3-dark,
+  .bp3-dark .bp3-card{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-0{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.15), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+  .bp3-elevation-0.bp3-dark,
+  .bp3-dark .bp3-elevation-0{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), 0 0 0 rgba(16, 22, 26, 0), 0 0 0 rgba(16, 22, 26, 0); }
+
+.bp3-elevation-1{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-1.bp3-dark,
+  .bp3-dark .bp3-elevation-1{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-2{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 1px 1px rgba(16, 22, 26, 0.2), 0 2px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-2.bp3-dark,
+  .bp3-dark .bp3-elevation-2{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.4), 0 2px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-3{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-3.bp3-dark,
+  .bp3-dark .bp3-elevation-3{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-elevation-4{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-elevation-4.bp3-dark,
+  .bp3-dark .bp3-elevation-4{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:hover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  cursor:pointer; }
+  .bp3-card.bp3-interactive:hover.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:hover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+
+.bp3-card.bp3-interactive:active{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  opacity:0.9;
+  -webkit-transition-duration:0;
+          transition-duration:0; }
+  .bp3-card.bp3-interactive:active.bp3-dark,
+  .bp3-dark .bp3-card.bp3-interactive:active{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-collapse{
+  height:0;
+  overflow-y:hidden;
+  -webkit-transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:height 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-collapse .bp3-collapse-body{
+    -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-collapse .bp3-collapse-body[aria-hidden="true"]{
+      display:none; }
+
+.bp3-context-menu .bp3-popover-target{
+  display:block; }
+
+.bp3-context-menu-popover-target{
+  position:fixed; }
+
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-dialog-container{
+  opacity:1;
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  min-height:100%;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  width:100%; }
+  .bp3-dialog-container.bp3-overlay-enter > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5); }
+  .bp3-dialog-container.bp3-overlay-enter-active > .bp3-dialog, .bp3-dialog-container.bp3-overlay-appear-active > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-dialog-container.bp3-overlay-exit > .bp3-dialog{
+    opacity:1;
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-dialog-container.bp3-overlay-exit-active > .bp3-dialog{
+    opacity:0;
+    -webkit-transform:scale(0.5);
+            transform:scale(0.5);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-transform;
+    transition-property:opacity, -webkit-transform;
+    transition-property:opacity, transform;
+    transition-property:opacity, transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+
+.bp3-dialog{
+  background:#ebf1f5;
+  border-radius:6px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:30px 0;
+  padding-bottom:20px;
+  pointer-events:all;
+  -webkit-user-select:text;
+     -moz-user-select:text;
+      -ms-user-select:text;
+          user-select:text;
+  width:500px; }
+  .bp3-dialog:focus{
+    outline:0; }
+  .bp3-dialog.bp3-dark,
+  .bp3-dark .bp3-dialog{
+    background:#293742;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-dialog-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background:#ffffff;
+  border-radius:6px 6px 0 0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding-left:20px;
+  padding-right:5px;
+  z-index:30; }
+  .bp3-dialog-header .bp3-icon-large,
+  .bp3-dialog-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-dialog-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-dialog-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-dialog-header{
+    background:#30404d;
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-dialog-header .bp3-icon-large,
+    .bp3-dark .bp3-dialog-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-dialog-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  margin:20px; }
+
+.bp3-dialog-footer{
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  margin:0 20px; }
+
+.bp3-dialog-footer-actions{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:end;
+      -ms-flex-pack:end;
+          justify-content:flex-end; }
+  .bp3-dialog-footer-actions .bp3-button{
+    margin-left:10px; }
+.bp3-multistep-dialog-panels{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+
+.bp3-multistep-dialog-left-panel{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column; }
+  .bp3-dark .bp3-multistep-dialog-left-panel{
+    background:#202b33; }
+
+.bp3-multistep-dialog-right-panel{
+  background-color:#f5f8fa;
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  border-radius:0 0 6px 0;
+  -webkit-box-flex:3;
+      -ms-flex:3;
+          flex:3;
+  min-width:0; }
+  .bp3-dark .bp3-multistep-dialog-right-panel{
+    background-color:#293742;
+    border-left:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-multistep-dialog-footer{
+  background-color:#ffffff;
+  border-radius:0 0 6px 0;
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  padding:10px; }
+  .bp3-dark .bp3-multistep-dialog-footer{
+    background:#30404d;
+    border-top:1px solid rgba(16, 22, 26, 0.4); }
+
+.bp3-dialog-step-container{
+  background-color:#f5f8fa;
+  border-bottom:1px solid rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-dialog-step-container{
+    background:#293742;
+    border-bottom:1px solid rgba(16, 22, 26, 0.4); }
+  .bp3-dialog-step-container.bp3-dialog-step-viewed{
+    background-color:#ffffff; }
+    .bp3-dark .bp3-dialog-step-container.bp3-dialog-step-viewed{
+      background:#30404d; }
+
+.bp3-dialog-step{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#f5f8fa;
+  border-radius:6px;
+  cursor:not-allowed;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:4px;
+  padding:6px 14px; }
+  .bp3-dark .bp3-dialog-step{
+    background:#293742; }
+  .bp3-dialog-step-viewed .bp3-dialog-step{
+    background-color:#ffffff;
+    cursor:pointer; }
+    .bp3-dark .bp3-dialog-step-viewed .bp3-dialog-step{
+      background:#30404d; }
+  .bp3-dialog-step:hover{
+    background-color:#f5f8fa; }
+    .bp3-dark .bp3-dialog-step:hover{
+      background:#293742; }
+
+.bp3-dialog-step-icon{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:rgba(92, 112, 128, 0.6);
+  border-radius:50%;
+  color:#ffffff;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:25px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  width:25px; }
+  .bp3-dark .bp3-dialog-step-icon{
+    background-color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#2b95d6; }
+  .bp3-dialog-step-viewed .bp3-dialog-step-icon{
+    background-color:#8a9ba8; }
+
+.bp3-dialog-step-title{
+  color:rgba(92, 112, 128, 0.6);
+  -webkit-box-flex:1;
+      -ms-flex:1;
+          flex:1;
+  padding-left:10px; }
+  .bp3-dark .bp3-dialog-step-title{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-active.bp3-dialog-step-viewed .bp3-dialog-step-title{
+    color:#2b95d6; }
+  .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+    color:#182026; }
+    .bp3-dark .bp3-dialog-step-viewed:not(.bp3-active) .bp3-dialog-step-title{
+      color:#f5f8fa; }
+.bp3-drawer{
+  background:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0;
+  padding:0; }
+  .bp3-drawer:focus{
+    outline:0; }
+  .bp3-drawer.bp3-position-top{
+    height:50%;
+    left:0;
+    right:0;
+    top:0; }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter, .bp3-drawer.bp3-position-top.bp3-overlay-appear{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-enter-active, .bp3-drawer.bp3-position-top.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-top.bp3-overlay-exit-active{
+      -webkit-transform:translateY(-100%);
+              transform:translateY(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-bottom{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-enter-active, .bp3-drawer.bp3-position-bottom.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer.bp3-position-bottom.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-left{
+    bottom:0;
+    left:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter, .bp3-drawer.bp3-position-left.bp3-overlay-appear{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-enter-active, .bp3-drawer.bp3-position-left.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-left.bp3-overlay-exit-active{
+      -webkit-transform:translateX(-100%);
+              transform:translateX(-100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-position-right{
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter, .bp3-drawer.bp3-position-right.bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-enter-active, .bp3-drawer.bp3-position-right.bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer.bp3-position-right.bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right):not(.bp3-vertical){
+    bottom:0;
+    right:0;
+    top:0;
+    width:50%; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-appear-active{
+      -webkit-transform:translateX(0);
+              transform:translateX(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit{
+      -webkit-transform:translateX(0);
+              transform:translateX(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right):not(.bp3-vertical).bp3-overlay-exit-active{
+      -webkit-transform:translateX(100%);
+              transform:translateX(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+  .bp3-position-right).bp3-vertical{
+    bottom:0;
+    height:50%;
+    left:0;
+    right:0; }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-enter-active, .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-appear-active{
+      -webkit-transform:translateY(0);
+              transform:translateY(0);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:200ms;
+              transition-duration:200ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit{
+      -webkit-transform:translateY(0);
+              transform:translateY(0); }
+    .bp3-drawer:not(.bp3-position-top):not(.bp3-position-bottom):not(.bp3-position-left):not(
+    .bp3-position-right).bp3-vertical.bp3-overlay-exit-active{
+      -webkit-transform:translateY(100%);
+              transform:translateY(100%);
+      -webkit-transition-delay:0;
+              transition-delay:0;
+      -webkit-transition-duration:100ms;
+              transition-duration:100ms;
+      -webkit-transition-property:-webkit-transform;
+      transition-property:-webkit-transform;
+      transition-property:transform;
+      transition-property:transform, -webkit-transform;
+      -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+              transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-drawer.bp3-dark,
+  .bp3-dark .bp3-drawer{
+    background:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+
+.bp3-drawer-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border-radius:0;
+  -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px 0 rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  min-height:40px;
+  padding:5px;
+  padding-left:20px;
+  position:relative; }
+  .bp3-drawer-header .bp3-icon-large,
+  .bp3-drawer-header .bp3-icon{
+    color:#5c7080;
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    margin-right:10px; }
+  .bp3-drawer-header .bp3-heading{
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:inherit;
+    margin:0; }
+    .bp3-drawer-header .bp3-heading:last-child{
+      margin-right:20px; }
+  .bp3-dark .bp3-drawer-header{
+    -webkit-box-shadow:0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:0 1px 0 rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-drawer-header .bp3-icon-large,
+    .bp3-dark .bp3-drawer-header .bp3-icon{
+      color:#a7b6c2; }
+
+.bp3-drawer-body{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  line-height:18px;
+  overflow:auto; }
+
+.bp3-drawer-footer{
+  -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  padding:10px 20px;
+  position:relative; }
+  .bp3-dark .bp3-drawer-footer{
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.4); }
+.bp3-editable-text{
+  cursor:text;
+  display:inline-block;
+  max-width:100%;
+  position:relative;
+  vertical-align:top;
+  white-space:nowrap; }
+  .bp3-editable-text::before{
+    bottom:-3px;
+    left:-3px;
+    position:absolute;
+    right:-3px;
+    top:-3px;
+    border-radius:3px;
+    content:"";
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9), box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#137cbd; }
+  .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(19, 124, 189, 0.4); }
+  .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#0f9960; }
+  .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px rgba(15, 153, 96, 0.4); }
+  .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#d9822b; }
+  .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px rgba(217, 130, 43, 0.4); }
+  .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-input,
+  .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#db3737; }
+  .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px rgba(219, 55, 55, 0.4); }
+  .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-editable-text:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-dark .bp3-editable-text.bp3-editable-text-editing::before{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-disabled::before{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary .bp3-editable-text-content{
+    color:#48aff0; }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4);
+            box-shadow:0 0 0 0 rgba(72, 175, 240, 0), 0 0 0 0 rgba(72, 175, 240, 0), inset 0 0 0 1px rgba(72, 175, 240, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-primary.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #48aff0, 0 0 0 3px rgba(72, 175, 240, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success .bp3-editable-text-content{
+    color:#3dcc91; }
+  .bp3-dark .bp3-editable-text.bp3-intent-success:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4);
+            box-shadow:0 0 0 0 rgba(61, 204, 145, 0), 0 0 0 0 rgba(61, 204, 145, 0), inset 0 0 0 1px rgba(61, 204, 145, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-success.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #3dcc91, 0 0 0 3px rgba(61, 204, 145, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning .bp3-editable-text-content{
+    color:#ffb366; }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 179, 102, 0), 0 0 0 0 rgba(255, 179, 102, 0), inset 0 0 0 1px rgba(255, 179, 102, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-warning.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ffb366, 0 0 0 3px rgba(255, 179, 102, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger .bp3-editable-text-content{
+    color:#ff7373; }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger:hover::before{
+    -webkit-box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4);
+            box-shadow:0 0 0 0 rgba(255, 115, 115, 0), 0 0 0 0 rgba(255, 115, 115, 0), inset 0 0 0 1px rgba(255, 115, 115, 0.4); }
+  .bp3-dark .bp3-editable-text.bp3-intent-danger.bp3-editable-text-editing::before{
+    -webkit-box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #ff7373, 0 0 0 3px rgba(255, 115, 115, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-editable-text-input,
+.bp3-editable-text-content{
+  color:inherit;
+  display:inherit;
+  font:inherit;
+  letter-spacing:inherit;
+  max-width:inherit;
+  min-width:inherit;
+  position:relative;
+  resize:none;
+  text-transform:inherit;
+  vertical-align:top; }
+
+.bp3-editable-text-input{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0;
+  white-space:pre-wrap;
+  width:100%; }
+  .bp3-editable-text-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-editable-text-input:focus{
+    outline:none; }
+  .bp3-editable-text-input::-ms-clear{
+    display:none; }
+
+.bp3-editable-text-content{
+  overflow:hidden;
+  padding-right:2px;
+  text-overflow:ellipsis;
+  white-space:pre; }
+  .bp3-editable-text-editing > .bp3-editable-text-content{
+    left:0;
+    position:absolute;
+    visibility:hidden; }
+  .bp3-editable-text-placeholder > .bp3-editable-text-content{
+    color:rgba(92, 112, 128, 0.6); }
+    .bp3-dark .bp3-editable-text-placeholder > .bp3-editable-text-content{
+      color:rgba(167, 182, 194, 0.6); }
+
+.bp3-editable-text.bp3-multiline{
+  display:block; }
+  .bp3-editable-text.bp3-multiline .bp3-editable-text-content{
+    overflow:auto;
+    white-space:pre-wrap;
+    word-wrap:break-word; }
+.bp3-divider{
+  border-bottom:1px solid rgba(16, 22, 26, 0.15);
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  margin:5px; }
+  .bp3-dark .bp3-divider{
+    border-color:rgba(16, 22, 26, 0.4); }
+.bp3-control-group{
+  -webkit-transform:translateZ(0);
+          transform:translateZ(0);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:stretch;
+      -ms-flex-align:stretch;
+          align-items:stretch; }
+  .bp3-control-group > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select,
+  .bp3-control-group .bp3-input,
+  .bp3-control-group .bp3-select{
+    position:relative; }
+  .bp3-control-group .bp3-input{
+    border-radius:inherit;
+    z-index:2; }
+    .bp3-control-group .bp3-input:focus{
+      border-radius:3px;
+      z-index:14; }
+    .bp3-control-group .bp3-input[class*="bp3-intent"]{
+      z-index:13; }
+      .bp3-control-group .bp3-input[class*="bp3-intent"]:focus{
+        z-index:15; }
+    .bp3-control-group .bp3-input[readonly], .bp3-control-group .bp3-input:disabled, .bp3-control-group .bp3-input.bp3-disabled{
+      z-index:1; }
+  .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input{
+    z-index:13; }
+    .bp3-control-group .bp3-input-group[class*="bp3-intent"] .bp3-input:focus{
+      z-index:15; }
+  .bp3-control-group .bp3-button,
+  .bp3-control-group .bp3-html-select select,
+  .bp3-control-group .bp3-select select{
+    -webkit-transform:translateZ(0);
+            transform:translateZ(0);
+    border-radius:inherit;
+    z-index:4; }
+    .bp3-control-group .bp3-button:focus,
+    .bp3-control-group .bp3-html-select select:focus,
+    .bp3-control-group .bp3-select select:focus{
+      z-index:5; }
+    .bp3-control-group .bp3-button:hover,
+    .bp3-control-group .bp3-html-select select:hover,
+    .bp3-control-group .bp3-select select:hover{
+      z-index:6; }
+    .bp3-control-group .bp3-button:active,
+    .bp3-control-group .bp3-html-select select:active,
+    .bp3-control-group .bp3-select select:active{
+      z-index:7; }
+    .bp3-control-group .bp3-button[readonly], .bp3-control-group .bp3-button:disabled, .bp3-control-group .bp3-button.bp3-disabled,
+    .bp3-control-group .bp3-html-select select[readonly],
+    .bp3-control-group .bp3-html-select select:disabled,
+    .bp3-control-group .bp3-html-select select.bp3-disabled,
+    .bp3-control-group .bp3-select select[readonly],
+    .bp3-control-group .bp3-select select:disabled,
+    .bp3-control-group .bp3-select select.bp3-disabled{
+      z-index:3; }
+    .bp3-control-group .bp3-button[class*="bp3-intent"],
+    .bp3-control-group .bp3-html-select select[class*="bp3-intent"],
+    .bp3-control-group .bp3-select select[class*="bp3-intent"]{
+      z-index:9; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:focus,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:focus{
+        z-index:10; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:hover,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:hover{
+        z-index:11; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:active,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:active{
+        z-index:12; }
+      .bp3-control-group .bp3-button[class*="bp3-intent"][readonly], .bp3-control-group .bp3-button[class*="bp3-intent"]:disabled, .bp3-control-group .bp3-button[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-html-select select[class*="bp3-intent"].bp3-disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"][readonly],
+      .bp3-control-group .bp3-select select[class*="bp3-intent"]:disabled,
+      .bp3-control-group .bp3-select select[class*="bp3-intent"].bp3-disabled{
+        z-index:8; }
+  .bp3-control-group .bp3-input-group > .bp3-icon,
+  .bp3-control-group .bp3-input-group > .bp3-button,
+  .bp3-control-group .bp3-input-group > .bp3-input-left-container,
+  .bp3-control-group .bp3-input-group > .bp3-input-action{
+    z-index:16; }
+  .bp3-control-group .bp3-select::after,
+  .bp3-control-group .bp3-html-select::after,
+  .bp3-control-group .bp3-select > .bp3-icon,
+  .bp3-control-group .bp3-html-select > .bp3-icon{
+    z-index:17; }
+  .bp3-control-group .bp3-select:focus-within{
+    z-index:5; }
+  .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:-1px; }
+  .bp3-control-group:not(.bp3-vertical) > .bp3-divider:not(:first-child){
+    margin-left:6px; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > *:not(.bp3-divider){
+    margin-right:0; }
+  .bp3-dark .bp3-control-group:not(.bp3-vertical) > .bp3-button + .bp3-button{
+    margin-left:1px; }
+  .bp3-control-group .bp3-popover-wrapper,
+  .bp3-control-group .bp3-popover-target{
+    border-radius:inherit; }
+  .bp3-control-group > :first-child{
+    border-radius:3px 0 0 3px; }
+  .bp3-control-group > :last-child{
+    border-radius:0 3px 3px 0;
+    margin-right:0; }
+  .bp3-control-group > :only-child{
+    border-radius:3px;
+    margin-right:0; }
+  .bp3-control-group .bp3-input-group .bp3-button{
+    border-radius:3px; }
+  .bp3-control-group .bp3-numeric-input:not(:first-child) .bp3-input-group{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0; }
+  .bp3-control-group.bp3-fill{
+    width:100%; }
+  .bp3-control-group > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-fill > *:not(.bp3-fixed){
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto; }
+  .bp3-control-group.bp3-vertical{
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-control-group.bp3-vertical > *{
+      margin-top:-1px; }
+    .bp3-control-group.bp3-vertical > :first-child{
+      border-radius:3px 3px 0 0;
+      margin-top:0; }
+    .bp3-control-group.bp3-vertical > :last-child{
+      border-radius:0 0 3px 3px; }
+.bp3-control{
+  cursor:pointer;
+  display:block;
+  margin-bottom:10px;
+  position:relative;
+  text-transform:none; }
+  .bp3-control input:checked ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control input:checked ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control:hover input:checked ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control input:not(:disabled):active:checked ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control input:disabled:checked ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control:not(.bp3-align-right){
+    padding-left:26px; }
+    .bp3-control:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-26px; }
+  .bp3-control.bp3-align-right{
+    padding-right:26px; }
+    .bp3-control.bp3-align-right .bp3-control-indicator{
+      margin-right:-26px; }
+  .bp3-control.bp3-disabled{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-control.bp3-inline{
+    display:inline-block;
+    margin-right:20px; }
+  .bp3-control input{
+    left:0;
+    opacity:0;
+    position:absolute;
+    top:0;
+    z-index:-1; }
+  .bp3-control .bp3-control-indicator{
+    background-clip:padding-box;
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    border:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    cursor:pointer;
+    display:inline-block;
+    font-size:16px;
+    height:1em;
+    margin-right:10px;
+    margin-top:-3px;
+    position:relative;
+    -webkit-user-select:none;
+       -moz-user-select:none;
+        -ms-user-select:none;
+            user-select:none;
+    vertical-align:middle;
+    width:1em; }
+    .bp3-control .bp3-control-indicator::before{
+      content:"";
+      display:block;
+      height:1em;
+      width:1em; }
+  .bp3-control:hover .bp3-control-indicator{
+    background-color:#ebf1f5; }
+  .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+    background:#d8e1e8;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    cursor:not-allowed; }
+  .bp3-control input:focus ~ .bp3-control-indicator{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:2px;
+    -moz-outline-radius:6px; }
+  .bp3-control.bp3-align-right .bp3-control-indicator{
+    float:right;
+    margin-left:10px;
+    margin-top:1px; }
+  .bp3-control.bp3-large{
+    font-size:16px; }
+    .bp3-control.bp3-large:not(.bp3-align-right){
+      padding-left:30px; }
+      .bp3-control.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+        margin-left:-30px; }
+    .bp3-control.bp3-large.bp3-align-right{
+      padding-right:30px; }
+      .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+        margin-right:-30px; }
+    .bp3-control.bp3-large .bp3-control-indicator{
+      font-size:20px; }
+    .bp3-control.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-top:0; }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    background-color:#137cbd;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.1)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.1), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+    color:#ffffff; }
+  .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 -1px 0 rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background:#0e5a8a;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-dark .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox:hover input:indeterminate ~ .bp3-control-indicator{
+    background-color:#106ba3;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-checkbox input:not(:disabled):active:indeterminate ~ .bp3-control-indicator{
+    background-color:#0e5a8a;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-control.bp3-checkbox .bp3-control-indicator{
+    border-radius:3px; }
+  .bp3-control.bp3-checkbox input:checked ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M12 5c-.28 0-.53.11-.71.29L7 9.59l-2.29-2.3a1.003 1.003 0 00-1.42 1.42l3 3c.18.18.43.29.71.29s.53-.11.71-.29l5-5A1.003 1.003 0 0012 5z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-checkbox input:indeterminate ~ .bp3-control-indicator::before{
+    background-image:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3e%3cpath fill-rule='evenodd' clip-rule='evenodd' d='M11 7H5c-.55 0-1 .45-1 1s.45 1 1 1h6c.55 0 1-.45 1-1s-.45-1-1-1z' fill='white'/%3e%3c/svg%3e"); }
+  .bp3-control.bp3-radio .bp3-control-indicator{
+    border-radius:50%; }
+  .bp3-control.bp3-radio input:checked ~ .bp3-control-indicator::before{
+    background-image:radial-gradient(#ffffff, #ffffff 28%, transparent 32%); }
+  .bp3-control.bp3-radio input:checked:disabled ~ .bp3-control-indicator::before{
+    opacity:0.5; }
+  .bp3-control.bp3-radio input:focus ~ .bp3-control-indicator{
+    -moz-outline-radius:16px; }
+  .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(167, 182, 194, 0.5); }
+  .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(115, 134, 148, 0.5); }
+  .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(92, 112, 128, 0.5); }
+  .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(206, 217, 224, 0.5); }
+    .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(19, 124, 189, 0.5); }
+    .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(255, 255, 255, 0.8); }
+  .bp3-control.bp3-switch:not(.bp3-align-right){
+    padding-left:38px; }
+    .bp3-control.bp3-switch:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-38px; }
+  .bp3-control.bp3-switch.bp3-align-right{
+    padding-right:38px; }
+    .bp3-control.bp3-switch.bp3-align-right .bp3-control-indicator{
+      margin-right:-38px; }
+  .bp3-control.bp3-switch .bp3-control-indicator{
+    border:none;
+    border-radius:1.75em;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important;
+    min-width:1.75em;
+    -webkit-transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:background-color 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:auto; }
+    .bp3-control.bp3-switch .bp3-control-indicator::before{
+      background:#ffffff;
+      border-radius:50%;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+      height:calc(1em - 4px);
+      left:0;
+      margin:2px;
+      position:absolute;
+      -webkit-transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      transition:left 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+      width:calc(1em - 4px); }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    left:calc(100% - 1em); }
+  .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right){
+    padding-left:45px; }
+    .bp3-control.bp3-switch.bp3-large:not(.bp3-align-right) .bp3-control-indicator{
+      margin-left:-45px; }
+  .bp3-control.bp3-switch.bp3-large.bp3-align-right{
+    padding-right:45px; }
+    .bp3-control.bp3-switch.bp3-large.bp3-align-right .bp3-control-indicator{
+      margin-right:-45px; }
+  .bp3-dark .bp3-control.bp3-switch input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-control.bp3-switch:hover input ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.7); }
+  .bp3-dark .bp3-control.bp3-switch input:not(:disabled):active ~ .bp3-control-indicator{
+    background:rgba(16, 22, 26, 0.9); }
+  .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator{
+    background:rgba(57, 75, 89, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator{
+    background:#137cbd; }
+  .bp3-dark .bp3-control.bp3-switch:hover input:checked ~ .bp3-control-indicator{
+    background:#106ba3; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:not(:disabled):active ~ .bp3-control-indicator{
+    background:#0e5a8a; }
+  .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator{
+    background:rgba(14, 90, 138, 0.5); }
+    .bp3-dark .bp3-control.bp3-switch input:checked:disabled ~ .bp3-control-indicator::before{
+      background:rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch .bp3-control-indicator::before{
+    background:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator::before{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-control.bp3-switch .bp3-switch-inner-text{
+    font-size:0.7em;
+    text-align:center; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:first-child{
+    line-height:0;
+    margin-left:0.5em;
+    margin-right:1.2em;
+    visibility:hidden; }
+  .bp3-control.bp3-switch .bp3-control-indicator-child:last-child{
+    line-height:1em;
+    margin-left:1.2em;
+    margin-right:0.5em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:first-child{
+    line-height:1em;
+    visibility:visible; }
+  .bp3-control.bp3-switch input:checked ~ .bp3-control-indicator .bp3-control-indicator-child:last-child{
+    line-height:0;
+    visibility:hidden; }
+  .bp3-dark .bp3-control{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-control.bp3-disabled{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-control .bp3-control-indicator{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-control:hover .bp3-control-indicator{
+      background-color:#30404d; }
+    .bp3-dark .bp3-control input:not(:disabled):active ~ .bp3-control-indicator{
+      background:#202b33;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-control input:disabled ~ .bp3-control-indicator{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      cursor:not-allowed; }
+    .bp3-dark .bp3-control.bp3-checkbox input:disabled:checked ~ .bp3-control-indicator, .bp3-dark .bp3-control.bp3-checkbox input:disabled:indeterminate ~ .bp3-control-indicator{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-file-input{
+  cursor:pointer;
+  display:inline-block;
+  height:30px;
+  position:relative; }
+  .bp3-file-input input{
+    margin:0;
+    min-width:200px;
+    opacity:0; }
+    .bp3-file-input input:disabled + .bp3-file-upload-input,
+    .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+      background:rgba(206, 217, 224, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      resize:none; }
+      .bp3-file-input input:disabled + .bp3-file-upload-input::after,
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+        background-color:rgba(206, 217, 224, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(92, 112, 128, 0.6);
+        cursor:not-allowed;
+        outline:none; }
+        .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active:hover,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active,
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active:hover{
+          background:rgba(206, 217, 224, 0.7); }
+      .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input, .bp3-dark
+      .bp3-file-input input.bp3-disabled + .bp3-file-upload-input{
+        background:rgba(57, 75, 89, 0.5);
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after, .bp3-dark
+        .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after{
+          background-color:rgba(57, 75, 89, 0.5);
+          background-image:none;
+          -webkit-box-shadow:none;
+                  box-shadow:none;
+          color:rgba(167, 182, 194, 0.6); }
+          .bp3-dark .bp3-file-input input:disabled + .bp3-file-upload-input::after.bp3-active, .bp3-dark
+          .bp3-file-input input.bp3-disabled + .bp3-file-upload-input::after.bp3-active{
+            background:rgba(57, 75, 89, 0.7); }
+  .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#182026; }
+  .bp3-dark .bp3-file-input.bp3-file-input-has-selection .bp3-file-upload-input{
+    color:#f5f8fa; }
+  .bp3-file-input.bp3-fill{
+    width:100%; }
+  .bp3-file-input.bp3-large,
+  .bp3-large .bp3-file-input{
+    height:40px; }
+  .bp3-file-input .bp3-file-upload-input-custom-text::after{
+    content:attr(bp3-button-text); }
+
+.bp3-file-upload-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle;
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:rgba(92, 112, 128, 0.6);
+  left:0;
+  padding-right:80px;
+  position:absolute;
+  right:0;
+  top:0;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-file-upload-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-file-upload-input:focus, .bp3-file-upload-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-file-upload-input[type="search"], .bp3-file-upload-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-file-upload-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-file-upload-input:disabled, .bp3-file-upload-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-file-upload-input::after{
+    background-color:#f5f8fa;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    color:#182026;
+    min-height:24px;
+    min-width:24px;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    border-radius:3px;
+    content:"Browse";
+    line-height:24px;
+    margin:3px;
+    position:absolute;
+    right:0;
+    text-align:center;
+    top:0;
+    width:70px; }
+    .bp3-file-upload-input::after:hover{
+      background-clip:padding-box;
+      background-color:#ebf1f5;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+    .bp3-file-upload-input::after:active, .bp3-file-upload-input::after.bp3-active{
+      background-color:#d8e1e8;
+      background-image:none;
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-file-upload-input::after:disabled, .bp3-file-upload-input::after.bp3-disabled{
+      background-color:rgba(206, 217, 224, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(92, 112, 128, 0.6);
+      cursor:not-allowed;
+      outline:none; }
+      .bp3-file-upload-input::after:disabled.bp3-active, .bp3-file-upload-input::after:disabled.bp3-active:hover, .bp3-file-upload-input::after.bp3-disabled.bp3-active, .bp3-file-upload-input::after.bp3-disabled.bp3-active:hover{
+        background:rgba(206, 217, 224, 0.7); }
+  .bp3-file-upload-input:hover::after{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-file-upload-input:active::after{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-large .bp3-file-upload-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px;
+    padding-right:95px; }
+    .bp3-large .bp3-file-upload-input[type="search"], .bp3-large .bp3-file-upload-input.bp3-round{
+      padding:0 15px; }
+    .bp3-large .bp3-file-upload-input::after{
+      min-height:30px;
+      min-width:30px;
+      line-height:30px;
+      margin:5px;
+      width:85px; }
+  .bp3-dark .bp3-file-upload-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:disabled, .bp3-dark .bp3-file-upload-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-file-upload-input::after{
+      background-color:#394b59;
+      background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+      background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+      color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover, .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        color:#f5f8fa; }
+      .bp3-dark .bp3-file-upload-input::after:hover{
+        background-color:#30404d;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-file-upload-input::after:active, .bp3-dark .bp3-file-upload-input::after.bp3-active{
+        background-color:#202b33;
+        background-image:none;
+        -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+                box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+      .bp3-dark .bp3-file-upload-input::after:disabled, .bp3-dark .bp3-file-upload-input::after.bp3-disabled{
+        background-color:rgba(57, 75, 89, 0.5);
+        background-image:none;
+        -webkit-box-shadow:none;
+                box-shadow:none;
+        color:rgba(167, 182, 194, 0.6); }
+        .bp3-dark .bp3-file-upload-input::after:disabled.bp3-active, .bp3-dark .bp3-file-upload-input::after.bp3-disabled.bp3-active{
+          background:rgba(57, 75, 89, 0.7); }
+      .bp3-dark .bp3-file-upload-input::after .bp3-button-spinner .bp3-spinner-head{
+        background:rgba(16, 22, 26, 0.5);
+        stroke:#8a9ba8; }
+    .bp3-dark .bp3-file-upload-input:hover::after{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-file-upload-input:active::after{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+.bp3-file-upload-input::after{
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+.bp3-form-group{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin:0 0 15px; }
+  .bp3-form-group label.bp3-label{
+    margin-bottom:5px; }
+  .bp3-form-group .bp3-control{
+    margin-top:7px; }
+  .bp3-form-group .bp3-form-helper-text{
+    color:#5c7080;
+    font-size:12px;
+    margin-top:5px; }
+  .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#106ba3; }
+  .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#0d8050; }
+  .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#bf7326; }
+  .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#c23030; }
+  .bp3-form-group.bp3-inline{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row; }
+    .bp3-form-group.bp3-inline.bp3-large label.bp3-label{
+      line-height:40px;
+      margin:0 10px 0 0; }
+    .bp3-form-group.bp3-inline label.bp3-label{
+      line-height:30px;
+      margin:0 10px 0 0; }
+  .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-dark .bp3-form-group.bp3-intent-primary .bp3-form-helper-text{
+    color:#48aff0; }
+  .bp3-dark .bp3-form-group.bp3-intent-success .bp3-form-helper-text{
+    color:#3dcc91; }
+  .bp3-dark .bp3-form-group.bp3-intent-warning .bp3-form-helper-text{
+    color:#ffb366; }
+  .bp3-dark .bp3-form-group.bp3-intent-danger .bp3-form-helper-text{
+    color:#ff7373; }
+  .bp3-dark .bp3-form-group .bp3-form-helper-text{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-label,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-text-muted,
+  .bp3-dark .bp3-form-group.bp3-disabled .bp3-form-helper-text{
+    color:rgba(167, 182, 194, 0.6) !important; }
+.bp3-input-group{
+  display:block;
+  position:relative; }
+  .bp3-input-group .bp3-input{
+    position:relative;
+    width:100%; }
+    .bp3-input-group .bp3-input:not(:first-child){
+      padding-left:30px; }
+    .bp3-input-group .bp3-input:not(:last-child){
+      padding-right:30px; }
+  .bp3-input-group .bp3-input-action,
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-button,
+  .bp3-input-group > .bp3-icon{
+    position:absolute;
+    top:0; }
+    .bp3-input-group .bp3-input-action:first-child,
+    .bp3-input-group > .bp3-input-left-container:first-child,
+    .bp3-input-group > .bp3-button:first-child,
+    .bp3-input-group > .bp3-icon:first-child{
+      left:0; }
+    .bp3-input-group .bp3-input-action:last-child,
+    .bp3-input-group > .bp3-input-left-container:last-child,
+    .bp3-input-group > .bp3-button:last-child,
+    .bp3-input-group > .bp3-icon:last-child{
+      right:0; }
+  .bp3-input-group .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    margin:3px;
+    padding:0 7px; }
+    .bp3-input-group .bp3-button:empty{
+      padding:0; }
+  .bp3-input-group > .bp3-input-left-container,
+  .bp3-input-group > .bp3-icon{
+    z-index:1; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon{
+    color:#5c7080; }
+    .bp3-input-group > .bp3-input-left-container > .bp3-icon:empty,
+    .bp3-input-group > .bp3-icon:empty{
+      font-family:"Icons16", sans-serif;
+      font-size:16px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased; }
+  .bp3-input-group > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group > .bp3-icon,
+  .bp3-input-group .bp3-input-action > .bp3-spinner{
+    margin:7px; }
+  .bp3-input-group .bp3-tag{
+    margin:5px; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus),
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+    color:#5c7080; }
+    .bp3-dark .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus), .bp3-dark
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus){
+      color:#a7b6c2; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:not(:hover):not(:focus) .bp3-icon-large{
+      color:#5c7080; }
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled,
+  .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled{
+    color:rgba(92, 112, 128, 0.6) !important; }
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-standard, .bp3-input-group .bp3-input:not(:focus) + .bp3-button.bp3-minimal:disabled .bp3-icon-large,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-standard,
+    .bp3-input-group .bp3-input:not(:focus) + .bp3-input-action .bp3-button.bp3-minimal:disabled .bp3-icon-large{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-input-group.bp3-disabled{
+    cursor:not-allowed; }
+    .bp3-input-group.bp3-disabled .bp3-icon{
+      color:rgba(92, 112, 128, 0.6); }
+  .bp3-input-group.bp3-large .bp3-button{
+    min-height:30px;
+    min-width:30px;
+    margin:5px; }
+  .bp3-input-group.bp3-large > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-large > .bp3-icon,
+  .bp3-input-group.bp3-large .bp3-input-action > .bp3-spinner{
+    margin:12px; }
+  .bp3-input-group.bp3-large .bp3-input{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input-group.bp3-large .bp3-input[type="search"], .bp3-input-group.bp3-large .bp3-input.bp3-round{
+      padding:0 15px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:first-child){
+      padding-left:40px; }
+    .bp3-input-group.bp3-large .bp3-input:not(:last-child){
+      padding-right:40px; }
+  .bp3-input-group.bp3-small .bp3-button{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small .bp3-tag{
+    min-height:20px;
+    min-width:20px;
+    margin:2px; }
+  .bp3-input-group.bp3-small > .bp3-input-left-container > .bp3-icon,
+  .bp3-input-group.bp3-small > .bp3-icon,
+  .bp3-input-group.bp3-small .bp3-input-action > .bp3-spinner{
+    margin:4px; }
+  .bp3-input-group.bp3-small .bp3-input{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input-group.bp3-small .bp3-input[type="search"], .bp3-input-group.bp3-small .bp3-input.bp3-round{
+      padding:0 12px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:first-child){
+      padding-left:24px; }
+    .bp3-input-group.bp3-small .bp3-input:not(:last-child){
+      padding-right:24px; }
+  .bp3-input-group.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-input-group.bp3-round .bp3-button,
+  .bp3-input-group.bp3-round .bp3-input,
+  .bp3-input-group.bp3-round .bp3-tag{
+    border-radius:30px; }
+  .bp3-dark .bp3-input-group .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-input-group.bp3-disabled .bp3-icon{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-input-group.bp3-intent-primary .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-primary .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input-group.bp3-intent-primary .bp3-input:disabled, .bp3-input-group.bp3-intent-primary .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-primary > .bp3-icon{
+    color:#106ba3; }
+    .bp3-dark .bp3-input-group.bp3-intent-primary > .bp3-icon{
+      color:#48aff0; }
+  .bp3-input-group.bp3-intent-success .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-success .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input-group.bp3-intent-success .bp3-input:disabled, .bp3-input-group.bp3-intent-success .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-success > .bp3-icon{
+    color:#0d8050; }
+    .bp3-dark .bp3-input-group.bp3-intent-success > .bp3-icon{
+      color:#3dcc91; }
+  .bp3-input-group.bp3-intent-warning .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-warning .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input-group.bp3-intent-warning .bp3-input:disabled, .bp3-input-group.bp3-intent-warning .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-warning > .bp3-icon{
+    color:#bf7326; }
+    .bp3-dark .bp3-input-group.bp3-intent-warning > .bp3-icon{
+      color:#ffb366; }
+  .bp3-input-group.bp3-intent-danger .bp3-input{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input-group.bp3-intent-danger .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input-group.bp3-intent-danger .bp3-input:disabled, .bp3-input-group.bp3-intent-danger .bp3-input.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-input-group.bp3-intent-danger > .bp3-icon{
+    color:#c23030; }
+    .bp3-dark .bp3-input-group.bp3-intent-danger > .bp3-icon{
+      color:#ff7373; }
+.bp3-input{
+  -webkit-appearance:none;
+     -moz-appearance:none;
+          appearance:none;
+  background:#ffffff;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+  color:#182026;
+  font-size:14px;
+  font-weight:400;
+  height:30px;
+  line-height:30px;
+  outline:none;
+  padding:0 10px;
+  -webkit-transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-box-shadow 100ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  vertical-align:middle; }
+  .bp3-input::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input:focus, .bp3-input.bp3-active{
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-input[type="search"], .bp3-input.bp3-round{
+    border-radius:30px;
+    -webkit-box-sizing:border-box;
+            box-sizing:border-box;
+    padding-left:10px; }
+  .bp3-input[readonly]{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.15); }
+  .bp3-input:disabled, .bp3-input.bp3-disabled{
+    background:rgba(206, 217, 224, 0.5);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    resize:none; }
+  .bp3-input.bp3-large{
+    font-size:16px;
+    height:40px;
+    line-height:40px; }
+    .bp3-input.bp3-large[type="search"], .bp3-input.bp3-large.bp3-round{
+      padding:0 15px; }
+  .bp3-input.bp3-small{
+    font-size:12px;
+    height:24px;
+    line-height:24px;
+    padding-left:8px;
+    padding-right:8px; }
+    .bp3-input.bp3-small[type="search"], .bp3-input.bp3-small.bp3-round{
+      padding:0 12px; }
+  .bp3-input.bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    width:100%; }
+  .bp3-dark .bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-input:disabled, .bp3-dark .bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-input.bp3-intent-primary{
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-primary[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+              box-shadow:inset 0 0 0 1px #137cbd; }
+    .bp3-input.bp3-intent-primary:disabled, .bp3-input.bp3-intent-primary.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px #137cbd, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary:focus{
+        -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-primary[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #137cbd;
+                box-shadow:inset 0 0 0 1px #137cbd; }
+      .bp3-dark .bp3-input.bp3-intent-primary:disabled, .bp3-dark .bp3-input.bp3-intent-primary.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-success{
+    -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success:focus{
+      -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-success[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+              box-shadow:inset 0 0 0 1px #0f9960; }
+    .bp3-input.bp3-intent-success:disabled, .bp3-input.bp3-intent-success.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), 0 0 0 0 rgba(15, 153, 96, 0), inset 0 0 0 1px #0f9960, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success:focus{
+        -webkit-box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #0f9960, 0 0 0 1px #0f9960, 0 0 0 3px rgba(15, 153, 96, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-success[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #0f9960;
+                box-shadow:inset 0 0 0 1px #0f9960; }
+      .bp3-dark .bp3-input.bp3-intent-success:disabled, .bp3-dark .bp3-input.bp3-intent-success.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-warning{
+    -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning:focus{
+      -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-warning[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+              box-shadow:inset 0 0 0 1px #d9822b; }
+    .bp3-input.bp3-intent-warning:disabled, .bp3-input.bp3-intent-warning.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), 0 0 0 0 rgba(217, 130, 43, 0), inset 0 0 0 1px #d9822b, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning:focus{
+        -webkit-box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #d9822b, 0 0 0 1px #d9822b, 0 0 0 3px rgba(217, 130, 43, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-warning[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #d9822b;
+                box-shadow:inset 0 0 0 1px #d9822b; }
+      .bp3-dark .bp3-input.bp3-intent-warning:disabled, .bp3-dark .bp3-input.bp3-intent-warning.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input.bp3-intent-danger{
+    -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.15), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger:focus{
+      -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-input.bp3-intent-danger[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px #db3737;
+              box-shadow:inset 0 0 0 1px #db3737; }
+    .bp3-input.bp3-intent-danger:disabled, .bp3-input.bp3-intent-danger.bp3-disabled{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-input.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), 0 0 0 0 rgba(219, 55, 55, 0), inset 0 0 0 1px #db3737, inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger:focus{
+        -webkit-box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+                box-shadow:0 0 0 1px #db3737, 0 0 0 1px #db3737, 0 0 0 3px rgba(219, 55, 55, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+      .bp3-dark .bp3-input.bp3-intent-danger[readonly]{
+        -webkit-box-shadow:inset 0 0 0 1px #db3737;
+                box-shadow:inset 0 0 0 1px #db3737; }
+      .bp3-dark .bp3-input.bp3-intent-danger:disabled, .bp3-dark .bp3-input.bp3-intent-danger.bp3-disabled{
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+  .bp3-input::-ms-clear{
+    display:none; }
+textarea.bp3-input{
+  max-width:100%;
+  padding:10px; }
+  textarea.bp3-input, textarea.bp3-input.bp3-large, textarea.bp3-input.bp3-small{
+    height:auto;
+    line-height:inherit; }
+  textarea.bp3-input.bp3-small{
+    padding:8px; }
+  .bp3-dark textarea.bp3-input{
+    background:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), 0 0 0 0 rgba(19, 124, 189, 0), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark textarea.bp3-input::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark textarea.bp3-input:focus{
+      -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input[readonly]{
+      -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark textarea.bp3-input:disabled, .bp3-dark textarea.bp3-input.bp3-disabled{
+      background:rgba(57, 75, 89, 0.5);
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+label.bp3-label{
+  display:block;
+  margin-bottom:15px;
+  margin-top:0; }
+  label.bp3-label .bp3-html-select,
+  label.bp3-label .bp3-input,
+  label.bp3-label .bp3-select,
+  label.bp3-label .bp3-slider,
+  label.bp3-label .bp3-popover-wrapper{
+    display:block;
+    margin-top:5px;
+    text-transform:none; }
+  label.bp3-label .bp3-button-group{
+    margin-top:5px; }
+  label.bp3-label .bp3-select select,
+  label.bp3-label .bp3-html-select select{
+    font-weight:400;
+    vertical-align:top;
+    width:100%; }
+  label.bp3-label.bp3-disabled,
+  label.bp3-label.bp3-disabled .bp3-text-muted{
+    color:rgba(92, 112, 128, 0.6); }
+  label.bp3-label.bp3-inline{
+    line-height:30px; }
+    label.bp3-label.bp3-inline .bp3-html-select,
+    label.bp3-label.bp3-inline .bp3-input,
+    label.bp3-label.bp3-inline .bp3-input-group,
+    label.bp3-label.bp3-inline .bp3-select,
+    label.bp3-label.bp3-inline .bp3-popover-wrapper{
+      display:inline-block;
+      margin:0 0 0 5px;
+      vertical-align:top; }
+    label.bp3-label.bp3-inline .bp3-button-group{
+      margin:0 0 0 5px; }
+    label.bp3-label.bp3-inline .bp3-input-group .bp3-input{
+      margin-left:0; }
+    label.bp3-label.bp3-inline.bp3-large{
+      line-height:40px; }
+  label.bp3-label:not(.bp3-inline) .bp3-popover-target{
+    display:block; }
+  .bp3-dark label.bp3-label{
+    color:#f5f8fa; }
+    .bp3-dark label.bp3-label.bp3-disabled,
+    .bp3-dark label.bp3-label.bp3-disabled .bp3-text-muted{
+      color:rgba(167, 182, 194, 0.6); }
+.bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 14px;
+          flex:1 1 14px;
+  min-height:0;
+  padding:0;
+  width:30px; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:first-child{
+    border-radius:0 3px 0 0; }
+  .bp3-numeric-input .bp3-button-group.bp3-vertical > .bp3-button:last-child{
+    border-radius:0 0 3px 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:first-child{
+  border-radius:3px 0 0 0; }
+
+.bp3-numeric-input .bp3-button-group.bp3-vertical:first-child > .bp3-button:last-child{
+  border-radius:0 0 0 3px; }
+
+.bp3-numeric-input.bp3-large .bp3-button-group.bp3-vertical > .bp3-button{
+  width:40px; }
+
+form{
+  display:block; }
+.bp3-html-select select,
+.bp3-select select{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  border:none;
+  border-radius:3px;
+  cursor:pointer;
+  font-size:14px;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  padding:5px 10px;
+  text-align:left;
+  vertical-align:middle;
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  -moz-appearance:none;
+  -webkit-appearance:none;
+  border-radius:3px;
+  height:30px;
+  padding:0 25px 0 10px;
+  width:100%; }
+  .bp3-html-select select > *, .bp3-select select > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-html-select select > .bp3-fill, .bp3-select select > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-html-select select::before,
+  .bp3-select select::before, .bp3-html-select select > *, .bp3-select select > *{
+    margin-right:7px; }
+  .bp3-html-select select:empty::before,
+  .bp3-select select:empty::before,
+  .bp3-html-select select > :last-child,
+  .bp3-select select > :last-child{
+    margin-right:0; }
+  .bp3-html-select select:hover,
+  .bp3-select select:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-html-select select:active,
+  .bp3-select select:active, .bp3-html-select select.bp3-active,
+  .bp3-select select.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-html-select select:disabled,
+  .bp3-select select:disabled, .bp3-html-select select.bp3-disabled,
+  .bp3-select select.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-html-select select:disabled.bp3-active,
+    .bp3-select select:disabled.bp3-active, .bp3-html-select select:disabled.bp3-active:hover,
+    .bp3-select select:disabled.bp3-active:hover, .bp3-html-select select.bp3-disabled.bp3-active,
+    .bp3-select select.bp3-disabled.bp3-active, .bp3-html-select select.bp3-disabled.bp3-active:hover,
+    .bp3-select select.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+
+.bp3-html-select.bp3-minimal select,
+.bp3-select.bp3-minimal select{
+  background:none;
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  .bp3-html-select.bp3-minimal select:hover,
+  .bp3-select.bp3-minimal select:hover{
+    background:rgba(167, 182, 194, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026;
+    text-decoration:none; }
+  .bp3-html-select.bp3-minimal select:active,
+  .bp3-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal select.bp3-active,
+  .bp3-select.bp3-minimal select.bp3-active{
+    background:rgba(115, 134, 148, 0.3);
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:#182026; }
+  .bp3-html-select.bp3-minimal select:disabled,
+  .bp3-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal select:disabled:hover,
+  .bp3-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal select.bp3-disabled,
+  .bp3-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal select.bp3-disabled:hover,
+  .bp3-select.bp3-minimal select.bp3-disabled:hover{
+    background:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+    .bp3-html-select.bp3-minimal select:disabled.bp3-active,
+    .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active{
+      background:rgba(115, 134, 148, 0.3); }
+  .bp3-dark .bp3-html-select.bp3-minimal select, .bp3-html-select.bp3-minimal .bp3-dark select,
+  .bp3-dark .bp3-select.bp3-minimal select, .bp3-select.bp3-minimal .bp3-dark select{
+    background:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:inherit; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover, .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:hover, .bp3-html-select.bp3-minimal .bp3-dark select:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:hover, .bp3-select.bp3-minimal .bp3-dark select:hover{
+      background:rgba(138, 155, 168, 0.15); }
+    .bp3-dark .bp3-html-select.bp3-minimal select:active, .bp3-html-select.bp3-minimal .bp3-dark select:active,
+    .bp3-dark .bp3-select.bp3-minimal select:active, .bp3-select.bp3-minimal .bp3-dark select:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-active,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-active{
+      background:rgba(138, 155, 168, 0.3);
+      color:#f5f8fa; }
+    .bp3-dark .bp3-html-select.bp3-minimal select:disabled, .bp3-html-select.bp3-minimal .bp3-dark select:disabled,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled, .bp3-select.bp3-minimal .bp3-dark select:disabled, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select:disabled:hover, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover{
+      background:none;
+      color:rgba(167, 182, 194, 0.6);
+      cursor:not-allowed; }
+      .bp3-dark .bp3-html-select.bp3-minimal select:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select:disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select:disabled:hover.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-disabled:hover.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-disabled:hover.bp3-active{
+        background:rgba(138, 155, 168, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-primary,
+  .bp3-select.bp3-minimal select.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:hover{
+      background:rgba(19, 124, 189, 0.15);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active{
+      background:rgba(19, 124, 189, 0.3);
+      color:#106ba3; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled{
+      background:none;
+      color:rgba(16, 107, 163, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active{
+        background:rgba(19, 124, 189, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-primary .bp3-button-spinner .bp3-spinner-head{
+      stroke:#106ba3; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary{
+      color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:hover{
+        background:rgba(19, 124, 189, 0.2);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-active{
+        background:rgba(19, 124, 189, 0.3);
+        color:#48aff0; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled{
+        background:none;
+        color:rgba(72, 175, 240, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-primary.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-primary.bp3-disabled.bp3-active{
+          background:rgba(19, 124, 189, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-success,
+  .bp3-select.bp3-minimal select.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-success:hover{
+      background:rgba(15, 153, 96, 0.15);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:active,
+    .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active{
+      background:rgba(15, 153, 96, 0.3);
+      color:#0d8050; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled{
+      background:none;
+      color:rgba(13, 128, 80, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active{
+        background:rgba(15, 153, 96, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-success .bp3-button-spinner .bp3-spinner-head{
+      stroke:#0d8050; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success{
+      color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:hover{
+        background:rgba(15, 153, 96, 0.2);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-active{
+        background:rgba(15, 153, 96, 0.3);
+        color:#3dcc91; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled{
+        background:none;
+        color:rgba(61, 204, 145, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-success.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-success.bp3-disabled.bp3-active{
+          background:rgba(15, 153, 96, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-warning,
+  .bp3-select.bp3-minimal select.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:hover{
+      background:rgba(217, 130, 43, 0.15);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active{
+      background:rgba(217, 130, 43, 0.3);
+      color:#bf7326; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled{
+      background:none;
+      color:rgba(191, 115, 38, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active{
+        background:rgba(217, 130, 43, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-warning .bp3-button-spinner .bp3-spinner-head{
+      stroke:#bf7326; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning{
+      color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:hover{
+        background:rgba(217, 130, 43, 0.2);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-active{
+        background:rgba(217, 130, 43, 0.3);
+        color:#ffb366; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled{
+        background:none;
+        color:rgba(255, 179, 102, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-warning.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-warning.bp3-disabled.bp3-active{
+          background:rgba(217, 130, 43, 0.3); }
+  .bp3-html-select.bp3-minimal select.bp3-intent-danger,
+  .bp3-select.bp3-minimal select.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:hover{
+      background:rgba(219, 55, 55, 0.15);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active{
+      background:rgba(219, 55, 55, 0.3);
+      color:#c23030; }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled,
+    .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled{
+      background:none;
+      color:rgba(194, 48, 48, 0.5); }
+      .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active,
+      .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active{
+        background:rgba(219, 55, 55, 0.3); }
+    .bp3-html-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head, .bp3-select.bp3-minimal select.bp3-intent-danger .bp3-button-spinner .bp3-spinner-head{
+      stroke:#c23030; }
+    .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger,
+    .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger{
+      color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:hover, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:hover{
+        background:rgba(219, 55, 55, 0.2);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-active{
+        background:rgba(219, 55, 55, 0.3);
+        color:#ff7373; }
+      .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled,
+      .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled{
+        background:none;
+        color:rgba(255, 115, 115, 0.5); }
+        .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger:disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger:disabled.bp3-active, .bp3-dark .bp3-html-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-html-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active,
+        .bp3-dark .bp3-select.bp3-minimal select.bp3-intent-danger.bp3-disabled.bp3-active, .bp3-select.bp3-minimal .bp3-dark select.bp3-intent-danger.bp3-disabled.bp3-active{
+          background:rgba(219, 55, 55, 0.3); }
+
+.bp3-html-select.bp3-large select,
+.bp3-select.bp3-large select{
+  font-size:16px;
+  height:40px;
+  padding-right:35px; }
+
+.bp3-dark .bp3-html-select select, .bp3-dark .bp3-select select{
+  background-color:#394b59;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+  color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover, .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select select:hover, .bp3-dark .bp3-select select:hover{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-html-select select:active, .bp3-dark .bp3-select select:active, .bp3-dark .bp3-html-select select.bp3-active, .bp3-dark .bp3-select select.bp3-active{
+    background-color:#202b33;
+    background-image:none;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-html-select select:disabled, .bp3-dark .bp3-select select:disabled, .bp3-dark .bp3-html-select select.bp3-disabled, .bp3-dark .bp3-select select.bp3-disabled{
+    background-color:rgba(57, 75, 89, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-html-select select:disabled.bp3-active, .bp3-dark .bp3-select select:disabled.bp3-active, .bp3-dark .bp3-html-select select.bp3-disabled.bp3-active, .bp3-dark .bp3-select select.bp3-disabled.bp3-active{
+      background:rgba(57, 75, 89, 0.7); }
+  .bp3-dark .bp3-html-select select .bp3-button-spinner .bp3-spinner-head, .bp3-dark .bp3-select select .bp3-button-spinner .bp3-spinner-head{
+    background:rgba(16, 22, 26, 0.5);
+    stroke:#8a9ba8; }
+
+.bp3-html-select select:disabled,
+.bp3-select select:disabled{
+  background-color:rgba(206, 217, 224, 0.5);
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-html-select .bp3-icon,
+.bp3-select .bp3-icon, .bp3-select::after{
+  color:#5c7080;
+  pointer-events:none;
+  position:absolute;
+  right:7px;
+  top:7px; }
+  .bp3-html-select .bp3-disabled.bp3-icon,
+  .bp3-select .bp3-disabled.bp3-icon, .bp3-disabled.bp3-select::after{
+    color:rgba(92, 112, 128, 0.6); }
+.bp3-html-select,
+.bp3-select{
+  display:inline-block;
+  letter-spacing:normal;
+  position:relative;
+  vertical-align:middle; }
+  .bp3-html-select select::-ms-expand,
+  .bp3-select select::-ms-expand{
+    display:none; }
+  .bp3-html-select .bp3-icon,
+  .bp3-select .bp3-icon{
+    color:#5c7080; }
+    .bp3-html-select .bp3-icon:hover,
+    .bp3-select .bp3-icon:hover{
+      color:#182026; }
+    .bp3-dark .bp3-html-select .bp3-icon, .bp3-dark
+    .bp3-select .bp3-icon{
+      color:#a7b6c2; }
+      .bp3-dark .bp3-html-select .bp3-icon:hover, .bp3-dark
+      .bp3-select .bp3-icon:hover{
+        color:#f5f8fa; }
+  .bp3-html-select.bp3-large::after,
+  .bp3-html-select.bp3-large .bp3-icon,
+  .bp3-select.bp3-large::after,
+  .bp3-select.bp3-large .bp3-icon{
+    right:12px;
+    top:12px; }
+  .bp3-html-select.bp3-fill,
+  .bp3-html-select.bp3-fill select,
+  .bp3-select.bp3-fill,
+  .bp3-select.bp3-fill select{
+    width:100%; }
+  .bp3-dark .bp3-html-select option, .bp3-dark
+  .bp3-select option{
+    background-color:#30404d;
+    color:#f5f8fa; }
+  .bp3-dark .bp3-html-select option:disabled, .bp3-dark
+  .bp3-select option:disabled{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-html-select::after, .bp3-dark
+  .bp3-select::after{
+    color:#a7b6c2; }
+
+.bp3-select::after{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  content:""; }
+.bp3-running-text table, table.bp3-html-table{
+  border-spacing:0;
+  font-size:14px; }
+  .bp3-running-text table th, table.bp3-html-table th,
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    padding:11px;
+    text-align:left;
+    vertical-align:top; }
+  .bp3-running-text table th, table.bp3-html-table th{
+    color:#182026;
+    font-weight:600; }
+  
+  .bp3-running-text table td,
+  table.bp3-html-table td{
+    color:#182026; }
+  .bp3-running-text table tbody tr:first-child th, table.bp3-html-table tbody tr:first-child th,
+  .bp3-running-text table tbody tr:first-child td,
+  table.bp3-html-table tbody tr:first-child td,
+  .bp3-running-text table tfoot tr:first-child th,
+  table.bp3-html-table tfoot tr:first-child th,
+  .bp3-running-text table tfoot tr:first-child td,
+  table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  .bp3-dark .bp3-running-text table th, .bp3-running-text .bp3-dark table th, .bp3-dark table.bp3-html-table th{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table td, .bp3-running-text .bp3-dark table td, .bp3-dark table.bp3-html-table td{
+    color:#f5f8fa; }
+  .bp3-dark .bp3-running-text table tbody tr:first-child th, .bp3-running-text .bp3-dark table tbody tr:first-child th, .bp3-dark table.bp3-html-table tbody tr:first-child th,
+  .bp3-dark .bp3-running-text table tbody tr:first-child td,
+  .bp3-running-text .bp3-dark table tbody tr:first-child td,
+  .bp3-dark table.bp3-html-table tbody tr:first-child td,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child th,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child th,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child th,
+  .bp3-dark .bp3-running-text table tfoot tr:first-child td,
+  .bp3-running-text .bp3-dark table tfoot tr:first-child td,
+  .bp3-dark table.bp3-html-table tfoot tr:first-child td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+
+table.bp3-html-table.bp3-html-table-condensed th,
+table.bp3-html-table.bp3-html-table-condensed td, table.bp3-html-table.bp3-small th,
+table.bp3-html-table.bp3-small td{
+  padding-bottom:6px;
+  padding-top:6px; }
+
+table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+  background:rgba(191, 204, 214, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+  -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+  -webkit-box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15);
+          box-shadow:inset 0 1px 0 0 rgba(16, 22, 26, 0.15); }
+  table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+  table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+    -webkit-box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 1px 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+  -webkit-box-shadow:none;
+          box-shadow:none; }
+  table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(16, 22, 26, 0.15); }
+
+table.bp3-html-table.bp3-interactive tbody tr:hover td{
+  background-color:rgba(191, 204, 214, 0.3);
+  cursor:pointer; }
+
+table.bp3-html-table.bp3-interactive tbody tr:active td{
+  background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-dark table.bp3-html-table{ }
+  .bp3-dark table.bp3-html-table.bp3-html-table-striped tbody tr:nth-child(odd) td{
+    background:rgba(92, 112, 128, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered th:not(:first-child){
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td,
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td{
+    -webkit-box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 0 1px 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tbody tr td:not(:first-child),
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered tfoot tr td:not(:first-child){
+      -webkit-box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15);
+              box-shadow:inset 1px 1px 0 0 rgba(255, 255, 255, 0.15); }
+  .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td{
+    -webkit-box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15);
+            box-shadow:inset 1px 0 0 0 rgba(255, 255, 255, 0.15); }
+    .bp3-dark table.bp3-html-table.bp3-html-table-bordered.bp3-html-table-striped tbody tr:not(:first-child) td:first-child{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:hover td{
+    background-color:rgba(92, 112, 128, 0.3);
+    cursor:pointer; }
+  .bp3-dark table.bp3-html-table.bp3-interactive tbody tr:active td{
+    background-color:rgba(92, 112, 128, 0.4); }
+
+.bp3-key-combo{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center; }
+  .bp3-key-combo > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-key-combo > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-key-combo::before,
+  .bp3-key-combo > *{
+    margin-right:5px; }
+  .bp3-key-combo:empty::before,
+  .bp3-key-combo > :last-child{
+    margin-right:0; }
+
+.bp3-hotkey-dialog{
+  padding-bottom:0;
+  top:40px; }
+  .bp3-hotkey-dialog .bp3-dialog-body{
+    margin:0;
+    padding:0; }
+  .bp3-hotkey-dialog .bp3-hotkey-label{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1; }
+
+.bp3-hotkey-column{
+  margin:auto;
+  max-height:80vh;
+  overflow-y:auto;
+  padding:30px; }
+  .bp3-hotkey-column .bp3-heading{
+    margin-bottom:20px; }
+    .bp3-hotkey-column .bp3-heading:not(:first-child){
+      margin-top:40px; }
+
+.bp3-hotkey{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:justify;
+      -ms-flex-pack:justify;
+          justify-content:space-between;
+  margin-left:0;
+  margin-right:0; }
+  .bp3-hotkey:not(:last-child){
+    margin-bottom:10px; }
+.bp3-icon{
+  display:inline-block;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  vertical-align:text-bottom; }
+  .bp3-icon:not(:empty)::before{
+    content:"" !important;
+    content:unset !important; }
+  .bp3-icon > svg{
+    display:block; }
+    .bp3-icon > svg:not([fill]){
+      fill:currentColor; }
+
+.bp3-icon.bp3-intent-primary, .bp3-icon-standard.bp3-intent-primary, .bp3-icon-large.bp3-intent-primary{
+  color:#106ba3; }
+  .bp3-dark .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-icon-large.bp3-intent-primary{
+    color:#48aff0; }
+
+.bp3-icon.bp3-intent-success, .bp3-icon-standard.bp3-intent-success, .bp3-icon-large.bp3-intent-success{
+  color:#0d8050; }
+  .bp3-dark .bp3-icon.bp3-intent-success, .bp3-dark .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-icon-large.bp3-intent-success{
+    color:#3dcc91; }
+
+.bp3-icon.bp3-intent-warning, .bp3-icon-standard.bp3-intent-warning, .bp3-icon-large.bp3-intent-warning{
+  color:#bf7326; }
+  .bp3-dark .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-icon-large.bp3-intent-warning{
+    color:#ffb366; }
+
+.bp3-icon.bp3-intent-danger, .bp3-icon-standard.bp3-intent-danger, .bp3-icon-large.bp3-intent-danger{
+  color:#c23030; }
+  .bp3-dark .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-icon-large.bp3-intent-danger{
+    color:#ff7373; }
+
+span.bp3-icon-standard{
+  font-family:"Icons16", sans-serif;
+  font-size:16px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon-large{
+  font-family:"Icons20", sans-serif;
+  font-size:20px;
+  font-style:normal;
+  font-weight:400;
+  line-height:1;
+  -moz-osx-font-smoothing:grayscale;
+  -webkit-font-smoothing:antialiased;
+  display:inline-block; }
+
+span.bp3-icon:empty{
+  font-family:"Icons20";
+  font-size:inherit;
+  font-style:normal;
+  font-weight:400;
+  line-height:1; }
+  span.bp3-icon:empty::before{
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased; }
+
+.bp3-icon-add::before{
+  content:""; }
+
+.bp3-icon-add-column-left::before{
+  content:""; }
+
+.bp3-icon-add-column-right::before{
+  content:""; }
+
+.bp3-icon-add-row-bottom::before{
+  content:""; }
+
+.bp3-icon-add-row-top::before{
+  content:""; }
+
+.bp3-icon-add-to-artifact::before{
+  content:""; }
+
+.bp3-icon-add-to-folder::before{
+  content:""; }
+
+.bp3-icon-airplane::before{
+  content:""; }
+
+.bp3-icon-align-center::before{
+  content:""; }
+
+.bp3-icon-align-justify::before{
+  content:""; }
+
+.bp3-icon-align-left::before{
+  content:""; }
+
+.bp3-icon-align-right::before{
+  content:""; }
+
+.bp3-icon-alignment-bottom::before{
+  content:""; }
+
+.bp3-icon-alignment-horizontal-center::before{
+  content:""; }
+
+.bp3-icon-alignment-left::before{
+  content:""; }
+
+.bp3-icon-alignment-right::before{
+  content:""; }
+
+.bp3-icon-alignment-top::before{
+  content:""; }
+
+.bp3-icon-alignment-vertical-center::before{
+  content:""; }
+
+.bp3-icon-annotation::before{
+  content:""; }
+
+.bp3-icon-application::before{
+  content:""; }
+
+.bp3-icon-applications::before{
+  content:""; }
+
+.bp3-icon-archive::before{
+  content:""; }
+
+.bp3-icon-arrow-bottom-left::before{
+  content:"↙"; }
+
+.bp3-icon-arrow-bottom-right::before{
+  content:"↘"; }
+
+.bp3-icon-arrow-down::before{
+  content:"↓"; }
+
+.bp3-icon-arrow-left::before{
+  content:"←"; }
+
+.bp3-icon-arrow-right::before{
+  content:"→"; }
+
+.bp3-icon-arrow-top-left::before{
+  content:"↖"; }
+
+.bp3-icon-arrow-top-right::before{
+  content:"↗"; }
+
+.bp3-icon-arrow-up::before{
+  content:"↑"; }
+
+.bp3-icon-arrows-horizontal::before{
+  content:"↔"; }
+
+.bp3-icon-arrows-vertical::before{
+  content:"↕"; }
+
+.bp3-icon-asterisk::before{
+  content:"*"; }
+
+.bp3-icon-automatic-updates::before{
+  content:""; }
+
+.bp3-icon-badge::before{
+  content:""; }
+
+.bp3-icon-ban-circle::before{
+  content:""; }
+
+.bp3-icon-bank-account::before{
+  content:""; }
+
+.bp3-icon-barcode::before{
+  content:""; }
+
+.bp3-icon-blank::before{
+  content:""; }
+
+.bp3-icon-blocked-person::before{
+  content:""; }
+
+.bp3-icon-bold::before{
+  content:""; }
+
+.bp3-icon-book::before{
+  content:""; }
+
+.bp3-icon-bookmark::before{
+  content:""; }
+
+.bp3-icon-box::before{
+  content:""; }
+
+.bp3-icon-briefcase::before{
+  content:""; }
+
+.bp3-icon-bring-data::before{
+  content:""; }
+
+.bp3-icon-build::before{
+  content:""; }
+
+.bp3-icon-calculator::before{
+  content:""; }
+
+.bp3-icon-calendar::before{
+  content:""; }
+
+.bp3-icon-camera::before{
+  content:""; }
+
+.bp3-icon-caret-down::before{
+  content:"⌄"; }
+
+.bp3-icon-caret-left::before{
+  content:"〈"; }
+
+.bp3-icon-caret-right::before{
+  content:"〉"; }
+
+.bp3-icon-caret-up::before{
+  content:"⌃"; }
+
+.bp3-icon-cell-tower::before{
+  content:""; }
+
+.bp3-icon-changes::before{
+  content:""; }
+
+.bp3-icon-chart::before{
+  content:""; }
+
+.bp3-icon-chat::before{
+  content:""; }
+
+.bp3-icon-chevron-backward::before{
+  content:""; }
+
+.bp3-icon-chevron-down::before{
+  content:""; }
+
+.bp3-icon-chevron-forward::before{
+  content:""; }
+
+.bp3-icon-chevron-left::before{
+  content:""; }
+
+.bp3-icon-chevron-right::before{
+  content:""; }
+
+.bp3-icon-chevron-up::before{
+  content:""; }
+
+.bp3-icon-circle::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-down::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-left::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-right::before{
+  content:""; }
+
+.bp3-icon-circle-arrow-up::before{
+  content:""; }
+
+.bp3-icon-citation::before{
+  content:""; }
+
+.bp3-icon-clean::before{
+  content:""; }
+
+.bp3-icon-clipboard::before{
+  content:""; }
+
+.bp3-icon-cloud::before{
+  content:"☁"; }
+
+.bp3-icon-cloud-download::before{
+  content:""; }
+
+.bp3-icon-cloud-upload::before{
+  content:""; }
+
+.bp3-icon-code::before{
+  content:""; }
+
+.bp3-icon-code-block::before{
+  content:""; }
+
+.bp3-icon-cog::before{
+  content:""; }
+
+.bp3-icon-collapse-all::before{
+  content:""; }
+
+.bp3-icon-column-layout::before{
+  content:""; }
+
+.bp3-icon-comment::before{
+  content:""; }
+
+.bp3-icon-comparison::before{
+  content:""; }
+
+.bp3-icon-compass::before{
+  content:""; }
+
+.bp3-icon-compressed::before{
+  content:""; }
+
+.bp3-icon-confirm::before{
+  content:""; }
+
+.bp3-icon-console::before{
+  content:""; }
+
+.bp3-icon-contrast::before{
+  content:""; }
+
+.bp3-icon-control::before{
+  content:""; }
+
+.bp3-icon-credit-card::before{
+  content:""; }
+
+.bp3-icon-cross::before{
+  content:"✗"; }
+
+.bp3-icon-crown::before{
+  content:""; }
+
+.bp3-icon-cube::before{
+  content:""; }
+
+.bp3-icon-cube-add::before{
+  content:""; }
+
+.bp3-icon-cube-remove::before{
+  content:""; }
+
+.bp3-icon-curved-range-chart::before{
+  content:""; }
+
+.bp3-icon-cut::before{
+  content:""; }
+
+.bp3-icon-dashboard::before{
+  content:""; }
+
+.bp3-icon-data-lineage::before{
+  content:""; }
+
+.bp3-icon-database::before{
+  content:""; }
+
+.bp3-icon-delete::before{
+  content:""; }
+
+.bp3-icon-delta::before{
+  content:"Δ"; }
+
+.bp3-icon-derive-column::before{
+  content:""; }
+
+.bp3-icon-desktop::before{
+  content:""; }
+
+.bp3-icon-diagnosis::before{
+  content:""; }
+
+.bp3-icon-diagram-tree::before{
+  content:""; }
+
+.bp3-icon-direction-left::before{
+  content:""; }
+
+.bp3-icon-direction-right::before{
+  content:""; }
+
+.bp3-icon-disable::before{
+  content:""; }
+
+.bp3-icon-document::before{
+  content:""; }
+
+.bp3-icon-document-open::before{
+  content:""; }
+
+.bp3-icon-document-share::before{
+  content:""; }
+
+.bp3-icon-dollar::before{
+  content:"$"; }
+
+.bp3-icon-dot::before{
+  content:"•"; }
+
+.bp3-icon-double-caret-horizontal::before{
+  content:""; }
+
+.bp3-icon-double-caret-vertical::before{
+  content:""; }
+
+.bp3-icon-double-chevron-down::before{
+  content:""; }
+
+.bp3-icon-double-chevron-left::before{
+  content:""; }
+
+.bp3-icon-double-chevron-right::before{
+  content:""; }
+
+.bp3-icon-double-chevron-up::before{
+  content:""; }
+
+.bp3-icon-doughnut-chart::before{
+  content:""; }
+
+.bp3-icon-download::before{
+  content:""; }
+
+.bp3-icon-drag-handle-horizontal::before{
+  content:""; }
+
+.bp3-icon-drag-handle-vertical::before{
+  content:""; }
+
+.bp3-icon-draw::before{
+  content:""; }
+
+.bp3-icon-drive-time::before{
+  content:""; }
+
+.bp3-icon-duplicate::before{
+  content:""; }
+
+.bp3-icon-edit::before{
+  content:"✎"; }
+
+.bp3-icon-eject::before{
+  content:"⏏"; }
+
+.bp3-icon-endorsed::before{
+  content:""; }
+
+.bp3-icon-envelope::before{
+  content:"✉"; }
+
+.bp3-icon-equals::before{
+  content:""; }
+
+.bp3-icon-eraser::before{
+  content:""; }
+
+.bp3-icon-error::before{
+  content:""; }
+
+.bp3-icon-euro::before{
+  content:"€"; }
+
+.bp3-icon-exchange::before{
+  content:""; }
+
+.bp3-icon-exclude-row::before{
+  content:""; }
+
+.bp3-icon-expand-all::before{
+  content:""; }
+
+.bp3-icon-export::before{
+  content:""; }
+
+.bp3-icon-eye-off::before{
+  content:""; }
+
+.bp3-icon-eye-on::before{
+  content:""; }
+
+.bp3-icon-eye-open::before{
+  content:""; }
+
+.bp3-icon-fast-backward::before{
+  content:""; }
+
+.bp3-icon-fast-forward::before{
+  content:""; }
+
+.bp3-icon-feed::before{
+  content:""; }
+
+.bp3-icon-feed-subscribed::before{
+  content:""; }
+
+.bp3-icon-film::before{
+  content:""; }
+
+.bp3-icon-filter::before{
+  content:""; }
+
+.bp3-icon-filter-keep::before{
+  content:""; }
+
+.bp3-icon-filter-list::before{
+  content:""; }
+
+.bp3-icon-filter-open::before{
+  content:""; }
+
+.bp3-icon-filter-remove::before{
+  content:""; }
+
+.bp3-icon-flag::before{
+  content:"⚑"; }
+
+.bp3-icon-flame::before{
+  content:""; }
+
+.bp3-icon-flash::before{
+  content:""; }
+
+.bp3-icon-floppy-disk::before{
+  content:""; }
+
+.bp3-icon-flow-branch::before{
+  content:""; }
+
+.bp3-icon-flow-end::before{
+  content:""; }
+
+.bp3-icon-flow-linear::before{
+  content:""; }
+
+.bp3-icon-flow-review::before{
+  content:""; }
+
+.bp3-icon-flow-review-branch::before{
+  content:""; }
+
+.bp3-icon-flows::before{
+  content:""; }
+
+.bp3-icon-folder-close::before{
+  content:""; }
+
+.bp3-icon-folder-new::before{
+  content:""; }
+
+.bp3-icon-folder-open::before{
+  content:""; }
+
+.bp3-icon-folder-shared::before{
+  content:""; }
+
+.bp3-icon-folder-shared-open::before{
+  content:""; }
+
+.bp3-icon-follower::before{
+  content:""; }
+
+.bp3-icon-following::before{
+  content:""; }
+
+.bp3-icon-font::before{
+  content:""; }
+
+.bp3-icon-fork::before{
+  content:""; }
+
+.bp3-icon-form::before{
+  content:""; }
+
+.bp3-icon-full-circle::before{
+  content:""; }
+
+.bp3-icon-full-stacked-chart::before{
+  content:""; }
+
+.bp3-icon-fullscreen::before{
+  content:""; }
+
+.bp3-icon-function::before{
+  content:""; }
+
+.bp3-icon-gantt-chart::before{
+  content:""; }
+
+.bp3-icon-geolocation::before{
+  content:""; }
+
+.bp3-icon-geosearch::before{
+  content:""; }
+
+.bp3-icon-git-branch::before{
+  content:""; }
+
+.bp3-icon-git-commit::before{
+  content:""; }
+
+.bp3-icon-git-merge::before{
+  content:""; }
+
+.bp3-icon-git-new-branch::before{
+  content:""; }
+
+.bp3-icon-git-pull::before{
+  content:""; }
+
+.bp3-icon-git-push::before{
+  content:""; }
+
+.bp3-icon-git-repo::before{
+  content:""; }
+
+.bp3-icon-glass::before{
+  content:""; }
+
+.bp3-icon-globe::before{
+  content:""; }
+
+.bp3-icon-globe-network::before{
+  content:""; }
+
+.bp3-icon-graph::before{
+  content:""; }
+
+.bp3-icon-graph-remove::before{
+  content:""; }
+
+.bp3-icon-greater-than::before{
+  content:""; }
+
+.bp3-icon-greater-than-or-equal-to::before{
+  content:""; }
+
+.bp3-icon-grid::before{
+  content:""; }
+
+.bp3-icon-grid-view::before{
+  content:""; }
+
+.bp3-icon-group-objects::before{
+  content:""; }
+
+.bp3-icon-grouped-bar-chart::before{
+  content:""; }
+
+.bp3-icon-hand::before{
+  content:""; }
+
+.bp3-icon-hand-down::before{
+  content:""; }
+
+.bp3-icon-hand-left::before{
+  content:""; }
+
+.bp3-icon-hand-right::before{
+  content:""; }
+
+.bp3-icon-hand-up::before{
+  content:""; }
+
+.bp3-icon-header::before{
+  content:""; }
+
+.bp3-icon-header-one::before{
+  content:""; }
+
+.bp3-icon-header-two::before{
+  content:""; }
+
+.bp3-icon-headset::before{
+  content:""; }
+
+.bp3-icon-heart::before{
+  content:"♥"; }
+
+.bp3-icon-heart-broken::before{
+  content:""; }
+
+.bp3-icon-heat-grid::before{
+  content:""; }
+
+.bp3-icon-heatmap::before{
+  content:""; }
+
+.bp3-icon-help::before{
+  content:"?"; }
+
+.bp3-icon-helper-management::before{
+  content:""; }
+
+.bp3-icon-highlight::before{
+  content:""; }
+
+.bp3-icon-history::before{
+  content:""; }
+
+.bp3-icon-home::before{
+  content:"⌂"; }
+
+.bp3-icon-horizontal-bar-chart::before{
+  content:""; }
+
+.bp3-icon-horizontal-bar-chart-asc::before{
+  content:""; }
+
+.bp3-icon-horizontal-bar-chart-desc::before{
+  content:""; }
+
+.bp3-icon-horizontal-distribution::before{
+  content:""; }
+
+.bp3-icon-id-number::before{
+  content:""; }
+
+.bp3-icon-image-rotate-left::before{
+  content:""; }
+
+.bp3-icon-image-rotate-right::before{
+  content:""; }
+
+.bp3-icon-import::before{
+  content:""; }
+
+.bp3-icon-inbox::before{
+  content:""; }
+
+.bp3-icon-inbox-filtered::before{
+  content:""; }
+
+.bp3-icon-inbox-geo::before{
+  content:""; }
+
+.bp3-icon-inbox-search::before{
+  content:""; }
+
+.bp3-icon-inbox-update::before{
+  content:""; }
+
+.bp3-icon-info-sign::before{
+  content:"ℹ"; }
+
+.bp3-icon-inheritance::before{
+  content:""; }
+
+.bp3-icon-inner-join::before{
+  content:""; }
+
+.bp3-icon-insert::before{
+  content:""; }
+
+.bp3-icon-intersection::before{
+  content:""; }
+
+.bp3-icon-ip-address::before{
+  content:""; }
+
+.bp3-icon-issue::before{
+  content:""; }
+
+.bp3-icon-issue-closed::before{
+  content:""; }
+
+.bp3-icon-issue-new::before{
+  content:""; }
+
+.bp3-icon-italic::before{
+  content:""; }
+
+.bp3-icon-join-table::before{
+  content:""; }
+
+.bp3-icon-key::before{
+  content:""; }
+
+.bp3-icon-key-backspace::before{
+  content:""; }
+
+.bp3-icon-key-command::before{
+  content:""; }
+
+.bp3-icon-key-control::before{
+  content:""; }
+
+.bp3-icon-key-delete::before{
+  content:""; }
+
+.bp3-icon-key-enter::before{
+  content:""; }
+
+.bp3-icon-key-escape::before{
+  content:""; }
+
+.bp3-icon-key-option::before{
+  content:""; }
+
+.bp3-icon-key-shift::before{
+  content:""; }
+
+.bp3-icon-key-tab::before{
+  content:""; }
+
+.bp3-icon-known-vehicle::before{
+  content:""; }
+
+.bp3-icon-lab-test::before{
+  content:""; }
+
+.bp3-icon-label::before{
+  content:""; }
+
+.bp3-icon-layer::before{
+  content:""; }
+
+.bp3-icon-layers::before{
+  content:""; }
+
+.bp3-icon-layout::before{
+  content:""; }
+
+.bp3-icon-layout-auto::before{
+  content:""; }
+
+.bp3-icon-layout-balloon::before{
+  content:""; }
+
+.bp3-icon-layout-circle::before{
+  content:""; }
+
+.bp3-icon-layout-grid::before{
+  content:""; }
+
+.bp3-icon-layout-group-by::before{
+  content:""; }
+
+.bp3-icon-layout-hierarchy::before{
+  content:""; }
+
+.bp3-icon-layout-linear::before{
+  content:""; }
+
+.bp3-icon-layout-skew-grid::before{
+  content:""; }
+
+.bp3-icon-layout-sorted-clusters::before{
+  content:""; }
+
+.bp3-icon-learning::before{
+  content:""; }
+
+.bp3-icon-left-join::before{
+  content:""; }
+
+.bp3-icon-less-than::before{
+  content:""; }
+
+.bp3-icon-less-than-or-equal-to::before{
+  content:""; }
+
+.bp3-icon-lifesaver::before{
+  content:""; }
+
+.bp3-icon-lightbulb::before{
+  content:""; }
+
+.bp3-icon-link::before{
+  content:""; }
+
+.bp3-icon-list::before{
+  content:"☰"; }
+
+.bp3-icon-list-columns::before{
+  content:""; }
+
+.bp3-icon-list-detail-view::before{
+  content:""; }
+
+.bp3-icon-locate::before{
+  content:""; }
+
+.bp3-icon-lock::before{
+  content:""; }
+
+.bp3-icon-log-in::before{
+  content:""; }
+
+.bp3-icon-log-out::before{
+  content:""; }
+
+.bp3-icon-manual::before{
+  content:""; }
+
+.bp3-icon-manually-entered-data::before{
+  content:""; }
+
+.bp3-icon-map::before{
+  content:""; }
+
+.bp3-icon-map-create::before{
+  content:""; }
+
+.bp3-icon-map-marker::before{
+  content:""; }
+
+.bp3-icon-maximize::before{
+  content:""; }
+
+.bp3-icon-media::before{
+  content:""; }
+
+.bp3-icon-menu::before{
+  content:""; }
+
+.bp3-icon-menu-closed::before{
+  content:""; }
+
+.bp3-icon-menu-open::before{
+  content:""; }
+
+.bp3-icon-merge-columns::before{
+  content:""; }
+
+.bp3-icon-merge-links::before{
+  content:""; }
+
+.bp3-icon-minimize::before{
+  content:""; }
+
+.bp3-icon-minus::before{
+  content:"−"; }
+
+.bp3-icon-mobile-phone::before{
+  content:""; }
+
+.bp3-icon-mobile-video::before{
+  content:""; }
+
+.bp3-icon-moon::before{
+  content:""; }
+
+.bp3-icon-more::before{
+  content:""; }
+
+.bp3-icon-mountain::before{
+  content:""; }
+
+.bp3-icon-move::before{
+  content:""; }
+
+.bp3-icon-mugshot::before{
+  content:""; }
+
+.bp3-icon-multi-select::before{
+  content:""; }
+
+.bp3-icon-music::before{
+  content:""; }
+
+.bp3-icon-new-drawing::before{
+  content:""; }
+
+.bp3-icon-new-grid-item::before{
+  content:""; }
+
+.bp3-icon-new-layer::before{
+  content:""; }
+
+.bp3-icon-new-layers::before{
+  content:""; }
+
+.bp3-icon-new-link::before{
+  content:""; }
+
+.bp3-icon-new-object::before{
+  content:""; }
+
+.bp3-icon-new-person::before{
+  content:""; }
+
+.bp3-icon-new-prescription::before{
+  content:""; }
+
+.bp3-icon-new-text-box::before{
+  content:""; }
+
+.bp3-icon-ninja::before{
+  content:""; }
+
+.bp3-icon-not-equal-to::before{
+  content:""; }
+
+.bp3-icon-notifications::before{
+  content:""; }
+
+.bp3-icon-notifications-updated::before{
+  content:""; }
+
+.bp3-icon-numbered-list::before{
+  content:""; }
+
+.bp3-icon-numerical::before{
+  content:""; }
+
+.bp3-icon-office::before{
+  content:""; }
+
+.bp3-icon-offline::before{
+  content:""; }
+
+.bp3-icon-oil-field::before{
+  content:""; }
+
+.bp3-icon-one-column::before{
+  content:""; }
+
+.bp3-icon-outdated::before{
+  content:""; }
+
+.bp3-icon-page-layout::before{
+  content:""; }
+
+.bp3-icon-panel-stats::before{
+  content:""; }
+
+.bp3-icon-panel-table::before{
+  content:""; }
+
+.bp3-icon-paperclip::before{
+  content:""; }
+
+.bp3-icon-paragraph::before{
+  content:""; }
+
+.bp3-icon-path::before{
+  content:""; }
+
+.bp3-icon-path-search::before{
+  content:""; }
+
+.bp3-icon-pause::before{
+  content:""; }
+
+.bp3-icon-people::before{
+  content:""; }
+
+.bp3-icon-percentage::before{
+  content:""; }
+
+.bp3-icon-person::before{
+  content:""; }
+
+.bp3-icon-phone::before{
+  content:"☎"; }
+
+.bp3-icon-pie-chart::before{
+  content:""; }
+
+.bp3-icon-pin::before{
+  content:""; }
+
+.bp3-icon-pivot::before{
+  content:""; }
+
+.bp3-icon-pivot-table::before{
+  content:""; }
+
+.bp3-icon-play::before{
+  content:""; }
+
+.bp3-icon-plus::before{
+  content:"+"; }
+
+.bp3-icon-polygon-filter::before{
+  content:""; }
+
+.bp3-icon-power::before{
+  content:""; }
+
+.bp3-icon-predictive-analysis::before{
+  content:""; }
+
+.bp3-icon-prescription::before{
+  content:""; }
+
+.bp3-icon-presentation::before{
+  content:""; }
+
+.bp3-icon-print::before{
+  content:"⎙"; }
+
+.bp3-icon-projects::before{
+  content:""; }
+
+.bp3-icon-properties::before{
+  content:""; }
+
+.bp3-icon-property::before{
+  content:""; }
+
+.bp3-icon-publish-function::before{
+  content:""; }
+
+.bp3-icon-pulse::before{
+  content:""; }
+
+.bp3-icon-random::before{
+  content:""; }
+
+.bp3-icon-record::before{
+  content:""; }
+
+.bp3-icon-redo::before{
+  content:""; }
+
+.bp3-icon-refresh::before{
+  content:""; }
+
+.bp3-icon-regression-chart::before{
+  content:""; }
+
+.bp3-icon-remove::before{
+  content:""; }
+
+.bp3-icon-remove-column::before{
+  content:""; }
+
+.bp3-icon-remove-column-left::before{
+  content:""; }
+
+.bp3-icon-remove-column-right::before{
+  content:""; }
+
+.bp3-icon-remove-row-bottom::before{
+  content:""; }
+
+.bp3-icon-remove-row-top::before{
+  content:""; }
+
+.bp3-icon-repeat::before{
+  content:""; }
+
+.bp3-icon-reset::before{
+  content:""; }
+
+.bp3-icon-resolve::before{
+  content:""; }
+
+.bp3-icon-rig::before{
+  content:""; }
+
+.bp3-icon-right-join::before{
+  content:""; }
+
+.bp3-icon-ring::before{
+  content:""; }
+
+.bp3-icon-rotate-document::before{
+  content:""; }
+
+.bp3-icon-rotate-page::before{
+  content:""; }
+
+.bp3-icon-satellite::before{
+  content:""; }
+
+.bp3-icon-saved::before{
+  content:""; }
+
+.bp3-icon-scatter-plot::before{
+  content:""; }
+
+.bp3-icon-search::before{
+  content:""; }
+
+.bp3-icon-search-around::before{
+  content:""; }
+
+.bp3-icon-search-template::before{
+  content:""; }
+
+.bp3-icon-search-text::before{
+  content:""; }
+
+.bp3-icon-segmented-control::before{
+  content:""; }
+
+.bp3-icon-select::before{
+  content:""; }
+
+.bp3-icon-selection::before{
+  content:"⦿"; }
+
+.bp3-icon-send-to::before{
+  content:""; }
+
+.bp3-icon-send-to-graph::before{
+  content:""; }
+
+.bp3-icon-send-to-map::before{
+  content:""; }
+
+.bp3-icon-series-add::before{
+  content:""; }
+
+.bp3-icon-series-configuration::before{
+  content:""; }
+
+.bp3-icon-series-derived::before{
+  content:""; }
+
+.bp3-icon-series-filtered::before{
+  content:""; }
+
+.bp3-icon-series-search::before{
+  content:""; }
+
+.bp3-icon-settings::before{
+  content:""; }
+
+.bp3-icon-share::before{
+  content:""; }
+
+.bp3-icon-shield::before{
+  content:""; }
+
+.bp3-icon-shop::before{
+  content:""; }
+
+.bp3-icon-shopping-cart::before{
+  content:""; }
+
+.bp3-icon-signal-search::before{
+  content:""; }
+
+.bp3-icon-sim-card::before{
+  content:""; }
+
+.bp3-icon-slash::before{
+  content:""; }
+
+.bp3-icon-small-cross::before{
+  content:""; }
+
+.bp3-icon-small-minus::before{
+  content:""; }
+
+.bp3-icon-small-plus::before{
+  content:""; }
+
+.bp3-icon-small-tick::before{
+  content:""; }
+
+.bp3-icon-snowflake::before{
+  content:""; }
+
+.bp3-icon-social-media::before{
+  content:""; }
+
+.bp3-icon-sort::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical::before{
+  content:""; }
+
+.bp3-icon-sort-alphabetical-desc::before{
+  content:""; }
+
+.bp3-icon-sort-asc::before{
+  content:""; }
+
+.bp3-icon-sort-desc::before{
+  content:""; }
+
+.bp3-icon-sort-numerical::before{
+  content:""; }
+
+.bp3-icon-sort-numerical-desc::before{
+  content:""; }
+
+.bp3-icon-split-columns::before{
+  content:""; }
+
+.bp3-icon-square::before{
+  content:""; }
+
+.bp3-icon-stacked-chart::before{
+  content:""; }
+
+.bp3-icon-star::before{
+  content:"★"; }
+
+.bp3-icon-star-empty::before{
+  content:"☆"; }
+
+.bp3-icon-step-backward::before{
+  content:""; }
+
+.bp3-icon-step-chart::before{
+  content:""; }
+
+.bp3-icon-step-forward::before{
+  content:""; }
+
+.bp3-icon-stop::before{
+  content:""; }
+
+.bp3-icon-stopwatch::before{
+  content:""; }
+
+.bp3-icon-strikethrough::before{
+  content:""; }
+
+.bp3-icon-style::before{
+  content:""; }
+
+.bp3-icon-swap-horizontal::before{
+  content:""; }
+
+.bp3-icon-swap-vertical::before{
+  content:""; }
+
+.bp3-icon-symbol-circle::before{
+  content:""; }
+
+.bp3-icon-symbol-cross::before{
+  content:""; }
+
+.bp3-icon-symbol-diamond::before{
+  content:""; }
+
+.bp3-icon-symbol-square::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-down::before{
+  content:""; }
+
+.bp3-icon-symbol-triangle-up::before{
+  content:""; }
+
+.bp3-icon-tag::before{
+  content:""; }
+
+.bp3-icon-take-action::before{
+  content:""; }
+
+.bp3-icon-taxi::before{
+  content:""; }
+
+.bp3-icon-text-highlight::before{
+  content:""; }
+
+.bp3-icon-th::before{
+  content:""; }
+
+.bp3-icon-th-derived::before{
+  content:""; }
+
+.bp3-icon-th-disconnect::before{
+  content:""; }
+
+.bp3-icon-th-filtered::before{
+  content:""; }
+
+.bp3-icon-th-list::before{
+  content:""; }
+
+.bp3-icon-thumbs-down::before{
+  content:""; }
+
+.bp3-icon-thumbs-up::before{
+  content:""; }
+
+.bp3-icon-tick::before{
+  content:"✓"; }
+
+.bp3-icon-tick-circle::before{
+  content:""; }
+
+.bp3-icon-time::before{
+  content:"⏲"; }
+
+.bp3-icon-timeline-area-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-bar-chart::before{
+  content:""; }
+
+.bp3-icon-timeline-events::before{
+  content:""; }
+
+.bp3-icon-timeline-line-chart::before{
+  content:""; }
+
+.bp3-icon-tint::before{
+  content:""; }
+
+.bp3-icon-torch::before{
+  content:""; }
+
+.bp3-icon-tractor::before{
+  content:""; }
+
+.bp3-icon-train::before{
+  content:""; }
+
+.bp3-icon-translate::before{
+  content:""; }
+
+.bp3-icon-trash::before{
+  content:""; }
+
+.bp3-icon-tree::before{
+  content:""; }
+
+.bp3-icon-trending-down::before{
+  content:""; }
+
+.bp3-icon-trending-up::before{
+  content:""; }
+
+.bp3-icon-truck::before{
+  content:""; }
+
+.bp3-icon-two-columns::before{
+  content:""; }
+
+.bp3-icon-unarchive::before{
+  content:""; }
+
+.bp3-icon-underline::before{
+  content:"⎁"; }
+
+.bp3-icon-undo::before{
+  content:"⎌"; }
+
+.bp3-icon-ungroup-objects::before{
+  content:""; }
+
+.bp3-icon-unknown-vehicle::before{
+  content:""; }
+
+.bp3-icon-unlock::before{
+  content:""; }
+
+.bp3-icon-unpin::before{
+  content:""; }
+
+.bp3-icon-unresolve::before{
+  content:""; }
+
+.bp3-icon-updated::before{
+  content:""; }
+
+.bp3-icon-upload::before{
+  content:""; }
+
+.bp3-icon-user::before{
+  content:""; }
+
+.bp3-icon-variable::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-asc::before{
+  content:""; }
+
+.bp3-icon-vertical-bar-chart-desc::before{
+  content:""; }
+
+.bp3-icon-vertical-distribution::before{
+  content:""; }
+
+.bp3-icon-video::before{
+  content:""; }
+
+.bp3-icon-volume-down::before{
+  content:""; }
+
+.bp3-icon-volume-off::before{
+  content:""; }
+
+.bp3-icon-volume-up::before{
+  content:""; }
+
+.bp3-icon-walk::before{
+  content:""; }
+
+.bp3-icon-warning-sign::before{
+  content:""; }
+
+.bp3-icon-waterfall-chart::before{
+  content:""; }
+
+.bp3-icon-widget::before{
+  content:""; }
+
+.bp3-icon-widget-button::before{
+  content:""; }
+
+.bp3-icon-widget-footer::before{
+  content:""; }
+
+.bp3-icon-widget-header::before{
+  content:""; }
+
+.bp3-icon-wrench::before{
+  content:""; }
+
+.bp3-icon-zoom-in::before{
+  content:""; }
+
+.bp3-icon-zoom-out::before{
+  content:""; }
+
+.bp3-icon-zoom-to-fit::before{
+  content:""; }
+.bp3-submenu > .bp3-popover-wrapper{
+  display:block; }
+
+.bp3-submenu .bp3-popover-target{
+  display:block; }
+  .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{ }
+
+.bp3-submenu.bp3-popover{
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0 5px; }
+  .bp3-submenu.bp3-popover > .bp3-popover-content{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-submenu.bp3-popover, .bp3-submenu.bp3-popover.bp3-dark{
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+    .bp3-dark .bp3-submenu.bp3-popover > .bp3-popover-content, .bp3-submenu.bp3-popover.bp3-dark > .bp3-popover-content{
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+.bp3-menu{
+  background:#ffffff;
+  border-radius:3px;
+  color:#182026;
+  list-style:none;
+  margin:0;
+  min-width:180px;
+  padding:5px;
+  text-align:left; }
+
+.bp3-menu-divider{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px; }
+  .bp3-dark .bp3-menu-divider{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-menu-item{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  border-radius:2px;
+  color:inherit;
+  line-height:20px;
+  padding:5px 7px;
+  text-decoration:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-menu-item > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-menu-item > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > *{
+    margin-right:7px; }
+  .bp3-menu-item:empty::before,
+  .bp3-menu-item > :last-child{
+    margin-right:0; }
+  .bp3-menu-item > .bp3-fill{
+    word-break:break-word; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    background-color:rgba(167, 182, 194, 0.3);
+    cursor:pointer;
+    text-decoration:none; }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-dark .bp3-menu-item{
+    color:inherit; }
+    .bp3-dark .bp3-menu-item:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+      background-color:rgba(138, 155, 168, 0.15);
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-disabled{
+      background-color:inherit;
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-menu-item.bp3-intent-primary{
+    color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-primary::before, .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-menu-item.bp3-intent-primary:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary:active, .bp3-menu-item.bp3-intent-primary:active::before, .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-success{
+    color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-success::before, .bp3-menu-item.bp3-intent-success::after,
+    .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-menu-item.bp3-intent-success:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-menu-item.bp3-intent-success:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-menu-item.bp3-intent-success:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success:active, .bp3-menu-item.bp3-intent-success:active::before, .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-warning{
+    color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-warning::before, .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-menu-item.bp3-intent-warning:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning:active, .bp3-menu-item.bp3-intent-warning:active::before, .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item.bp3-intent-danger{
+    color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-menu-item.bp3-intent-danger::before, .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-menu-item.bp3-intent-danger:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger:active, .bp3-menu-item.bp3-intent-danger:active::before, .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-menu-item::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    margin-right:7px; }
+  .bp3-menu-item::before,
+  .bp3-menu-item > .bp3-icon{
+    color:#5c7080;
+    margin-top:2px; }
+  .bp3-menu-item .bp3-menu-item-label{
+    color:#5c7080; }
+  .bp3-menu-item:hover, .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-menu-item{
+    color:inherit; }
+  .bp3-menu-item.bp3-active, .bp3-menu-item:active{
+    background-color:rgba(115, 134, 148, 0.3); }
+  .bp3-menu-item.bp3-disabled{
+    background-color:inherit !important;
+    color:rgba(92, 112, 128, 0.6) !important;
+    cursor:not-allowed !important;
+    outline:none !important; }
+    .bp3-menu-item.bp3-disabled::before,
+    .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(92, 112, 128, 0.6) !important; }
+  .bp3-large .bp3-menu-item{
+    font-size:16px;
+    line-height:22px;
+    padding:9px 7px; }
+    .bp3-large .bp3-menu-item .bp3-icon{
+      margin-top:3px; }
+    .bp3-large .bp3-menu-item::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1;
+      -moz-osx-font-smoothing:grayscale;
+      -webkit-font-smoothing:antialiased;
+      margin-right:10px;
+      margin-top:1px; }
+
+button.bp3-menu-item{
+  background:none;
+  border:none;
+  text-align:left;
+  width:100%; }
+.bp3-menu-header{
+  border-top:1px solid rgba(16, 22, 26, 0.15);
+  display:block;
+  margin:5px;
+  cursor:default;
+  padding-left:2px; }
+  .bp3-dark .bp3-menu-header{
+    border-top-color:rgba(255, 255, 255, 0.15); }
+  .bp3-menu-header:first-of-type{
+    border-top:none; }
+  .bp3-menu-header > h6{
+    color:#182026;
+    font-weight:600;
+    overflow:hidden;
+    text-overflow:ellipsis;
+    white-space:nowrap;
+    word-wrap:normal;
+    line-height:17px;
+    margin:0;
+    padding:10px 7px 0 1px; }
+    .bp3-dark .bp3-menu-header > h6{
+      color:#f5f8fa; }
+  .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+  .bp3-large .bp3-menu-header > h6{
+    font-size:18px;
+    padding-bottom:5px;
+    padding-top:15px; }
+  .bp3-large .bp3-menu-header:first-of-type > h6{
+    padding-top:0; }
+
+.bp3-dark .bp3-menu{
+  background:#30404d;
+  color:#f5f8fa; }
+
+.bp3-dark .bp3-menu-item{ }
+  .bp3-dark .bp3-menu-item.bp3-intent-primary{
+    color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary::before, .bp3-dark .bp3-menu-item.bp3-intent-primary::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary .bp3-menu-item-label{
+      color:#48aff0; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active{
+      background-color:#137cbd; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active{
+      background-color:#106ba3; }
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-primary.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary:active, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-primary.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-success{
+    color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success::before, .bp3-dark .bp3-menu-item.bp3-intent-success::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success .bp3-menu-item-label{
+      color:#3dcc91; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active{
+      background-color:#0f9960; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active{
+      background-color:#0d8050; }
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-success:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-success.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success:active, .bp3-dark .bp3-menu-item.bp3-intent-success:active::before, .bp3-dark .bp3-menu-item.bp3-intent-success:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-success.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-warning{
+    color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning::before, .bp3-dark .bp3-menu-item.bp3-intent-warning::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning .bp3-menu-item-label{
+      color:#ffb366; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active{
+      background-color:#d9822b; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active{
+      background-color:#bf7326; }
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-warning.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning:active, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-warning.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item.bp3-intent-danger{
+    color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-icon{
+      color:inherit; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger::before, .bp3-dark .bp3-menu-item.bp3-intent-danger::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger .bp3-menu-item-label{
+      color:#ff7373; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active{
+      background-color:#db3737; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active{
+      background-color:#c23030; }
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::before, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:hover::after, .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after, .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:hover .bp3-menu-item-label,
+    .bp3-dark .bp3-submenu .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label,
+    .bp3-submenu .bp3-dark .bp3-popover-target.bp3-popover-open > .bp3-intent-danger.bp3-menu-item .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger:active, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger:active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger:active .bp3-menu-item-label, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::before, .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active::after,
+    .bp3-dark .bp3-menu-item.bp3-intent-danger.bp3-active .bp3-menu-item-label{
+      color:#ffffff; }
+  .bp3-dark .bp3-menu-item::before,
+  .bp3-dark .bp3-menu-item > .bp3-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item .bp3-menu-item-label{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-menu-item.bp3-active, .bp3-dark .bp3-menu-item:active{
+    background-color:rgba(138, 155, 168, 0.3); }
+  .bp3-dark .bp3-menu-item.bp3-disabled{
+    color:rgba(167, 182, 194, 0.6) !important; }
+    .bp3-dark .bp3-menu-item.bp3-disabled::before,
+    .bp3-dark .bp3-menu-item.bp3-disabled > .bp3-icon,
+    .bp3-dark .bp3-menu-item.bp3-disabled .bp3-menu-item-label{
+      color:rgba(167, 182, 194, 0.6) !important; }
+
+.bp3-dark .bp3-menu-divider,
+.bp3-dark .bp3-menu-header{
+  border-color:rgba(255, 255, 255, 0.15); }
+
+.bp3-dark .bp3-menu-header > h6{
+  color:#f5f8fa; }
+
+.bp3-label .bp3-menu{
+  margin-top:5px; }
+.bp3-navbar{
+  background-color:#ffffff;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.2);
+  height:50px;
+  padding:0 15px;
+  position:relative;
+  width:100%;
+  z-index:10; }
+  .bp3-navbar.bp3-dark,
+  .bp3-dark .bp3-navbar{
+    background-color:#394b59; }
+  .bp3-navbar.bp3-dark{
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-dark .bp3-navbar{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 0 0 rgba(16, 22, 26, 0), 0 1px 1px rgba(16, 22, 26, 0.4); }
+  .bp3-navbar.bp3-fixed-top{
+    left:0;
+    position:fixed;
+    right:0;
+    top:0; }
+
+.bp3-navbar-heading{
+  font-size:16px;
+  margin-right:15px; }
+
+.bp3-navbar-group{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:50px; }
+  .bp3-navbar-group.bp3-align-left{
+    float:left; }
+  .bp3-navbar-group.bp3-align-right{
+    float:right; }
+
+.bp3-navbar-divider{
+  border-left:1px solid rgba(16, 22, 26, 0.15);
+  height:20px;
+  margin:0 10px; }
+  .bp3-dark .bp3-navbar-divider{
+    border-left-color:rgba(255, 255, 255, 0.15); }
+.bp3-non-ideal-state{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  height:100%;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  text-align:center;
+  width:100%; }
+  .bp3-non-ideal-state > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-non-ideal-state > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-non-ideal-state::before,
+  .bp3-non-ideal-state > *{
+    margin-bottom:20px; }
+  .bp3-non-ideal-state:empty::before,
+  .bp3-non-ideal-state > :last-child{
+    margin-bottom:0; }
+  .bp3-non-ideal-state > *{
+    max-width:400px; }
+
+.bp3-non-ideal-state-visual{
+  color:rgba(92, 112, 128, 0.6);
+  font-size:60px; }
+  .bp3-dark .bp3-non-ideal-state-visual{
+    color:rgba(167, 182, 194, 0.6); }
+
+.bp3-overflow-list{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-wrap:nowrap;
+      flex-wrap:nowrap;
+  min-width:0; }
+
+.bp3-overflow-list-spacer{
+  -ms-flex-negative:1;
+      flex-shrink:1;
+  width:1px; }
+
+body.bp3-overlay-open{
+  overflow:hidden; }
+
+.bp3-overlay{
+  bottom:0;
+  left:0;
+  position:static;
+  right:0;
+  top:0;
+  z-index:20; }
+  .bp3-overlay:not(.bp3-overlay-open){
+    pointer-events:none; }
+  .bp3-overlay.bp3-overlay-container{
+    overflow:hidden;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-scroll-container{
+    overflow:auto;
+    position:fixed; }
+    .bp3-overlay.bp3-overlay-scroll-container.bp3-overlay-inline{
+      position:absolute; }
+  .bp3-overlay.bp3-overlay-inline{
+    display:inline;
+    overflow:visible; }
+
+.bp3-overlay-content{
+  position:fixed;
+  z-index:20; }
+  .bp3-overlay-inline .bp3-overlay-content,
+  .bp3-overlay-scroll-container .bp3-overlay-content{
+    position:absolute; }
+
+.bp3-overlay-backdrop{
+  bottom:0;
+  left:0;
+  position:fixed;
+  right:0;
+  top:0;
+  opacity:1;
+  background-color:rgba(16, 22, 26, 0.7);
+  overflow:auto;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none;
+  z-index:20; }
+  .bp3-overlay-backdrop.bp3-overlay-enter, .bp3-overlay-backdrop.bp3-overlay-appear{
+    opacity:0; }
+  .bp3-overlay-backdrop.bp3-overlay-enter-active, .bp3-overlay-backdrop.bp3-overlay-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop.bp3-overlay-exit{
+    opacity:1; }
+  .bp3-overlay-backdrop.bp3-overlay-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-overlay-backdrop:focus{
+    outline:none; }
+  .bp3-overlay-inline .bp3-overlay-backdrop{
+    position:absolute; }
+.bp3-panel-stack{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack-view{
+    background-color:#30404d; }
+  .bp3-panel-stack-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter, .bp3-panel-stack-push .bp3-panel-stack-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack-push .bp3-panel-stack-enter-active, .bp3-panel-stack-push .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-push .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter, .bp3-panel-stack-pop .bp3-panel-stack-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-enter-active, .bp3-panel-stack-pop .bp3-panel-stack-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack-pop .bp3-panel-stack-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-panel-stack2{
+  overflow:hidden;
+  position:relative; }
+
+.bp3-panel-stack2-header{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  -webkit-box-shadow:0 1px rgba(16, 22, 26, 0.15);
+          box-shadow:0 1px rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -ms-flex-negative:0;
+      flex-shrink:0;
+  height:30px;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-header{
+    -webkit-box-shadow:0 1px rgba(255, 255, 255, 0.15);
+            box-shadow:0 1px rgba(255, 255, 255, 0.15); }
+  .bp3-panel-stack2-header > span{
+    -webkit-box-align:stretch;
+        -ms-flex-align:stretch;
+            align-items:stretch;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-flex:1;
+        -ms-flex:1;
+            flex:1; }
+  .bp3-panel-stack2-header .bp3-heading{
+    margin:0 5px; }
+
+.bp3-button.bp3-panel-stack2-header-back{
+  margin-left:5px;
+  padding-left:0;
+  white-space:nowrap; }
+  .bp3-button.bp3-panel-stack2-header-back .bp3-icon{
+    margin:0 2px; }
+
+.bp3-panel-stack2-view{
+  bottom:0;
+  left:0;
+  position:absolute;
+  right:0;
+  top:0;
+  background-color:#ffffff;
+  border-right:1px solid rgba(16, 22, 26, 0.15);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  margin-right:-1px;
+  overflow-y:auto;
+  z-index:1; }
+  .bp3-dark .bp3-panel-stack2-view{
+    background-color:#30404d; }
+  .bp3-panel-stack2-view:nth-last-child(n + 4){
+    display:none; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter, .bp3-panel-stack2-push .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-enter-active, .bp3-panel-stack2-push .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-push .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter, .bp3-panel-stack2-pop .bp3-panel-stack2-appear{
+  -webkit-transform:translateX(-50%);
+          transform:translateX(-50%);
+  opacity:0; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-enter-active, .bp3-panel-stack2-pop .bp3-panel-stack2-appear-active{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit{
+  -webkit-transform:translate(0%);
+          transform:translate(0%);
+  opacity:1; }
+
+.bp3-panel-stack2-pop .bp3-panel-stack2-exit-active{
+  -webkit-transform:translateX(100%);
+          transform:translateX(100%);
+  opacity:0;
+  -webkit-transition-delay:0;
+          transition-delay:0;
+  -webkit-transition-duration:400ms;
+          transition-duration:400ms;
+  -webkit-transition-property:opacity, -webkit-transform;
+  transition-property:opacity, -webkit-transform;
+  transition-property:transform, opacity;
+  transition-property:transform, opacity, -webkit-transform;
+  -webkit-transition-timing-function:ease;
+          transition-timing-function:ease; }
+.bp3-popover{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1);
+  border-radius:3px;
+  display:inline-block;
+  z-index:20; }
+  .bp3-popover .bp3-popover-arrow{
+    height:30px;
+    position:absolute;
+    width:30px; }
+    .bp3-popover .bp3-popover-arrow::before{
+      height:20px;
+      margin:5px;
+      width:20px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover{
+    margin-bottom:17px;
+    margin-top:-17px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+      bottom:-11px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover{
+    margin-left:17px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+      left:-11px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover{
+    margin-top:17px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+      top:-11px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover{
+    margin-left:-17px;
+    margin-right:17px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+      right:-11px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-popover > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-popover > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-popover > .bp3-popover-arrow{
+    top:-0.3934px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-popover > .bp3-popover-arrow{
+    right:-0.3934px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-popover > .bp3-popover-arrow{
+    left:-0.3934px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-popover > .bp3-popover-arrow{
+    bottom:-0.3934px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-popover{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-popover{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-popover{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-popover .bp3-popover-content{
+    background:#ffffff;
+    color:inherit; }
+  .bp3-popover .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-popover .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-popover .bp3-popover-arrow-fill{
+    fill:#ffffff; }
+  .bp3-popover-enter > .bp3-popover, .bp3-popover-appear > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3); }
+  .bp3-popover-enter-active > .bp3-popover, .bp3-popover-appear-active > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover-exit > .bp3-popover{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-popover{
+    -webkit-transform:scale(0.3);
+            transform:scale(0.3);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-popover .bp3-popover-content{
+    border-radius:3px;
+    position:relative; }
+  .bp3-popover.bp3-popover-content-sizing .bp3-popover-content{
+    max-width:350px;
+    padding:20px; }
+  .bp3-popover-target + .bp3-overlay .bp3-popover.bp3-popover-content-sizing{
+    width:350px; }
+  .bp3-popover.bp3-minimal{
+    margin:0 !important; }
+    .bp3-popover.bp3-minimal .bp3-popover-arrow{
+      display:none; }
+    .bp3-popover.bp3-minimal.bp3-popover{
+      -webkit-transform:scale(1);
+              transform:scale(1); }
+      .bp3-popover-enter > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-enter-active > .bp3-popover.bp3-minimal.bp3-popover, .bp3-popover-appear-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+      .bp3-popover-exit > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1); }
+      .bp3-popover-exit-active > .bp3-popover.bp3-minimal.bp3-popover{
+        -webkit-transform:scale(1);
+                transform:scale(1);
+        -webkit-transition-delay:0;
+                transition-delay:0;
+        -webkit-transition-duration:100ms;
+                transition-duration:100ms;
+        -webkit-transition-property:-webkit-transform;
+        transition-property:-webkit-transform;
+        transition-property:transform;
+        transition-property:transform, -webkit-transform;
+        -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+                transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover.bp3-dark,
+  .bp3-dark .bp3-popover{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-popover .bp3-popover-content{
+      background:#30404d;
+      color:inherit; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-popover .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-popover.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-popover .bp3-popover-arrow-fill{
+      fill:#30404d; }
+
+.bp3-popover-arrow::before{
+  border-radius:2px;
+  content:"";
+  display:block;
+  position:absolute;
+  -webkit-transform:rotate(45deg);
+          transform:rotate(45deg); }
+
+.bp3-tether-pinned .bp3-popover-arrow{
+  display:none; }
+
+.bp3-popover-backdrop{
+  background:rgba(255, 255, 255, 0); }
+
+.bp3-transition-container{
+  opacity:1;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  z-index:20; }
+  .bp3-transition-container.bp3-popover-enter, .bp3-transition-container.bp3-popover-appear{
+    opacity:0; }
+  .bp3-transition-container.bp3-popover-enter-active, .bp3-transition-container.bp3-popover-appear-active{
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container.bp3-popover-exit{
+    opacity:1; }
+  .bp3-transition-container.bp3-popover-exit-active{
+    opacity:0;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:opacity;
+    transition-property:opacity;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-transition-container:focus{
+    outline:none; }
+  .bp3-transition-container.bp3-popover-leave .bp3-popover-content{
+    pointer-events:none; }
+  .bp3-transition-container[data-x-out-of-boundaries]{
+    display:none; }
+
+span.bp3-popover-target{
+  display:inline-block; }
+
+.bp3-popover-wrapper.bp3-fill{
+  width:100%; }
+
+.bp3-portal{
+  left:0;
+  position:absolute;
+  right:0;
+  top:0; }
+@-webkit-keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+@keyframes linear-progress-bar-stripes{
+  from{
+    background-position:0 0; }
+  to{
+    background-position:30px 0; } }
+
+.bp3-progress-bar{
+  background:rgba(92, 112, 128, 0.2);
+  border-radius:40px;
+  display:block;
+  height:8px;
+  overflow:hidden;
+  position:relative;
+  width:100%; }
+  .bp3-progress-bar .bp3-progress-meter{
+    background:linear-gradient(-45deg, rgba(255, 255, 255, 0.2) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.2) 50%, rgba(255, 255, 255, 0.2) 75%, transparent 75%);
+    background-color:rgba(92, 112, 128, 0.8);
+    background-size:30px 30px;
+    border-radius:40px;
+    height:100%;
+    position:absolute;
+    -webkit-transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:width 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    width:100%; }
+  .bp3-progress-bar:not(.bp3-no-animation):not(.bp3-no-stripes) .bp3-progress-meter{
+    animation:linear-progress-bar-stripes 300ms linear infinite reverse; }
+  .bp3-progress-bar.bp3-no-stripes .bp3-progress-meter{
+    background-image:none; }
+
+.bp3-dark .bp3-progress-bar{
+  background:rgba(16, 22, 26, 0.5); }
+  .bp3-dark .bp3-progress-bar .bp3-progress-meter{
+    background-color:#8a9ba8; }
+
+.bp3-progress-bar.bp3-intent-primary .bp3-progress-meter{
+  background-color:#137cbd; }
+
+.bp3-progress-bar.bp3-intent-success .bp3-progress-meter{
+  background-color:#0f9960; }
+
+.bp3-progress-bar.bp3-intent-warning .bp3-progress-meter{
+  background-color:#d9822b; }
+
+.bp3-progress-bar.bp3-intent-danger .bp3-progress-meter{
+  background-color:#db3737; }
+@-webkit-keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+@keyframes skeleton-glow{
+  from{
+    background:rgba(206, 217, 224, 0.2);
+    border-color:rgba(206, 217, 224, 0.2); }
+  to{
+    background:rgba(92, 112, 128, 0.2);
+    border-color:rgba(92, 112, 128, 0.2); } }
+.bp3-skeleton{
+  -webkit-animation:1000ms linear infinite alternate skeleton-glow;
+          animation:1000ms linear infinite alternate skeleton-glow;
+  background:rgba(206, 217, 224, 0.2);
+  background-clip:padding-box !important;
+  border-color:rgba(206, 217, 224, 0.2) !important;
+  border-radius:2px;
+  -webkit-box-shadow:none !important;
+          box-shadow:none !important;
+  color:transparent !important;
+  cursor:default;
+  pointer-events:none;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-skeleton::before, .bp3-skeleton::after,
+  .bp3-skeleton *{
+    visibility:hidden !important; }
+.bp3-slider{
+  height:40px;
+  min-width:150px;
+  width:100%;
+  cursor:default;
+  outline:none;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-slider:hover{
+    cursor:pointer; }
+  .bp3-slider:active{
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-slider.bp3-disabled{
+    cursor:not-allowed;
+    opacity:0.5; }
+  .bp3-slider.bp3-slider-unlabeled{
+    height:16px; }
+
+.bp3-slider-track,
+.bp3-slider-progress{
+  height:6px;
+  left:0;
+  right:0;
+  top:5px;
+  position:absolute; }
+
+.bp3-slider-track{
+  border-radius:3px;
+  overflow:hidden; }
+
+.bp3-slider-progress{
+  background:rgba(92, 112, 128, 0.2); }
+  .bp3-dark .bp3-slider-progress{
+    background:rgba(16, 22, 26, 0.5); }
+  .bp3-slider-progress.bp3-intent-primary{
+    background-color:#137cbd; }
+  .bp3-slider-progress.bp3-intent-success{
+    background-color:#0f9960; }
+  .bp3-slider-progress.bp3-intent-warning{
+    background-color:#d9822b; }
+  .bp3-slider-progress.bp3-intent-danger{
+    background-color:#db3737; }
+
+.bp3-slider-handle{
+  background-color:#f5f8fa;
+  background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.8)), to(rgba(255, 255, 255, 0)));
+  background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.8), rgba(255, 255, 255, 0));
+  -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+          box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+  color:#182026;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+  cursor:pointer;
+  height:16px;
+  left:0;
+  position:absolute;
+  top:0;
+  width:16px; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1); }
+  .bp3-slider-handle:active, .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+  .bp3-slider-handle:disabled, .bp3-slider-handle.bp3-disabled{
+    background-color:rgba(206, 217, 224, 0.5);
+    background-image:none;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed;
+    outline:none; }
+    .bp3-slider-handle:disabled.bp3-active, .bp3-slider-handle:disabled.bp3-active:hover, .bp3-slider-handle.bp3-disabled.bp3-active, .bp3-slider-handle.bp3-disabled.bp3-active:hover{
+      background:rgba(206, 217, 224, 0.7); }
+  .bp3-slider-handle:focus{
+    z-index:1; }
+  .bp3-slider-handle:hover{
+    background-clip:padding-box;
+    background-color:#ebf1f5;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 -1px 0 rgba(16, 22, 26, 0.1);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 1px 1px rgba(16, 22, 26, 0.2);
+    cursor:-webkit-grab;
+    cursor:grab;
+    z-index:2; }
+  .bp3-slider-handle.bp3-active{
+    background-color:#d8e1e8;
+    background-image:none;
+    -webkit-box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+            box-shadow:inset 0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), inset 0 1px 1px rgba(16, 22, 26, 0.1);
+    cursor:-webkit-grabbing;
+    cursor:grabbing; }
+  .bp3-disabled .bp3-slider-handle{
+    background:#bfccd6;
+    -webkit-box-shadow:none;
+            box-shadow:none;
+    pointer-events:none; }
+  .bp3-dark .bp3-slider-handle{
+    background-color:#394b59;
+    background-image:-webkit-gradient(linear, left top, left bottom, from(rgba(255, 255, 255, 0.05)), to(rgba(255, 255, 255, 0)));
+    background-image:linear-gradient(to bottom, rgba(255, 255, 255, 0.05), rgba(255, 255, 255, 0));
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+    color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover, .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      color:#f5f8fa; }
+    .bp3-dark .bp3-slider-handle:hover{
+      background-color:#30404d;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-slider-handle:active, .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#202b33;
+      background-image:none;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.6), inset 0 1px 2px rgba(16, 22, 26, 0.2); }
+    .bp3-dark .bp3-slider-handle:disabled, .bp3-dark .bp3-slider-handle.bp3-disabled{
+      background-color:rgba(57, 75, 89, 0.5);
+      background-image:none;
+      -webkit-box-shadow:none;
+              box-shadow:none;
+      color:rgba(167, 182, 194, 0.6); }
+      .bp3-dark .bp3-slider-handle:disabled.bp3-active, .bp3-dark .bp3-slider-handle.bp3-disabled.bp3-active{
+        background:rgba(57, 75, 89, 0.7); }
+    .bp3-dark .bp3-slider-handle .bp3-button-spinner .bp3-spinner-head{
+      background:rgba(16, 22, 26, 0.5);
+      stroke:#8a9ba8; }
+    .bp3-dark .bp3-slider-handle, .bp3-dark .bp3-slider-handle:hover{
+      background-color:#394b59; }
+    .bp3-dark .bp3-slider-handle.bp3-active{
+      background-color:#293742; }
+  .bp3-dark .bp3-disabled .bp3-slider-handle{
+    background:#5c7080;
+    border-color:#5c7080;
+    -webkit-box-shadow:none;
+            box-shadow:none; }
+  .bp3-slider-handle .bp3-slider-label{
+    background:#394b59;
+    border-radius:3px;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+    color:#f5f8fa;
+    margin-left:8px; }
+    .bp3-dark .bp3-slider-handle .bp3-slider-label{
+      background:#e1e8ed;
+      -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+      color:#394b59; }
+    .bp3-disabled .bp3-slider-handle .bp3-slider-label{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-slider-handle.bp3-start, .bp3-slider-handle.bp3-end{
+    width:8px; }
+  .bp3-slider-handle.bp3-start{
+    border-bottom-right-radius:0;
+    border-top-right-radius:0; }
+  .bp3-slider-handle.bp3-end{
+    border-bottom-left-radius:0;
+    border-top-left-radius:0;
+    margin-left:8px; }
+    .bp3-slider-handle.bp3-end .bp3-slider-label{
+      margin-left:0; }
+
+.bp3-slider-label{
+  -webkit-transform:translate(-50%, 20px);
+          transform:translate(-50%, 20px);
+  display:inline-block;
+  font-size:12px;
+  line-height:1;
+  padding:2px 5px;
+  position:absolute;
+  vertical-align:top; }
+
+.bp3-slider.bp3-vertical{
+  height:150px;
+  min-width:40px;
+  width:40px; }
+  .bp3-slider.bp3-vertical .bp3-slider-track,
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    bottom:0;
+    height:auto;
+    left:5px;
+    top:0;
+    width:6px; }
+  .bp3-slider.bp3-vertical .bp3-slider-progress{
+    top:auto; }
+  .bp3-slider.bp3-vertical .bp3-slider-label{
+    -webkit-transform:translate(20px, 50%);
+            transform:translate(20px, 50%); }
+  .bp3-slider.bp3-vertical .bp3-slider-handle{
+    top:auto; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle .bp3-slider-label{
+      margin-left:0;
+      margin-top:-8px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end, .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      height:8px;
+      margin-left:0;
+      width:16px; }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start{
+      border-bottom-right-radius:3px;
+      border-top-left-radius:0; }
+      .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-start .bp3-slider-label{
+        -webkit-transform:translate(20px);
+                transform:translate(20px); }
+    .bp3-slider.bp3-vertical .bp3-slider-handle.bp3-end{
+      border-bottom-left-radius:0;
+      border-bottom-right-radius:0;
+      border-top-left-radius:3px;
+      margin-bottom:8px; }
+
+@-webkit-keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+@keyframes pt-spinner-animation{
+  from{
+    -webkit-transform:rotate(0deg);
+            transform:rotate(0deg); }
+  to{
+    -webkit-transform:rotate(360deg);
+            transform:rotate(360deg); } }
+
+.bp3-spinner{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-pack:center;
+      -ms-flex-pack:center;
+          justify-content:center;
+  overflow:visible;
+  vertical-align:middle; }
+  .bp3-spinner svg{
+    display:block; }
+  .bp3-spinner path{
+    fill-opacity:0; }
+  .bp3-spinner .bp3-spinner-head{
+    stroke:rgba(92, 112, 128, 0.8);
+    stroke-linecap:round;
+    -webkit-transform-origin:center;
+            transform-origin:center;
+    -webkit-transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+    transition:stroke-dashoffset 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-spinner .bp3-spinner-track{
+    stroke:rgba(92, 112, 128, 0.2); }
+
+.bp3-spinner-animation{
+  -webkit-animation:pt-spinner-animation 500ms linear infinite;
+          animation:pt-spinner-animation 500ms linear infinite; }
+  .bp3-no-spin > .bp3-spinner-animation{
+    -webkit-animation:none;
+            animation:none; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-head{
+  stroke:#8a9ba8; }
+
+.bp3-dark .bp3-spinner .bp3-spinner-track{
+  stroke:rgba(16, 22, 26, 0.5); }
+
+.bp3-spinner.bp3-intent-primary .bp3-spinner-head{
+  stroke:#137cbd; }
+
+.bp3-spinner.bp3-intent-success .bp3-spinner-head{
+  stroke:#0f9960; }
+
+.bp3-spinner.bp3-intent-warning .bp3-spinner-head{
+  stroke:#d9822b; }
+
+.bp3-spinner.bp3-intent-danger .bp3-spinner-head{
+  stroke:#db3737; }
+.bp3-tabs.bp3-vertical{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-list{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:column;
+            flex-direction:column; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab{
+      border-radius:3px;
+      padding:0 10px;
+      width:100%; }
+      .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab[aria-selected="true"]{
+        background-color:rgba(19, 124, 189, 0.2);
+        -webkit-box-shadow:none;
+                box-shadow:none; }
+    .bp3-tabs.bp3-vertical > .bp3-tab-list .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+      background-color:rgba(19, 124, 189, 0.2);
+      border-radius:3px;
+      bottom:0;
+      height:auto;
+      left:0;
+      right:0;
+      top:0; }
+  .bp3-tabs.bp3-vertical > .bp3-tab-panel{
+    margin-top:0;
+    padding-left:20px; }
+
+.bp3-tab-list{
+  -webkit-box-align:end;
+      -ms-flex-align:end;
+          align-items:flex-end;
+  border:none;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  list-style:none;
+  margin:0;
+  padding:0;
+  position:relative; }
+  .bp3-tab-list > *:not(:last-child){
+    margin-right:20px; }
+
+.bp3-tab{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  color:#182026;
+  cursor:pointer;
+  -webkit-box-flex:0;
+      -ms-flex:0 0 auto;
+          flex:0 0 auto;
+  font-size:14px;
+  line-height:30px;
+  max-width:100%;
+  position:relative;
+  vertical-align:top; }
+  .bp3-tab a{
+    color:inherit;
+    display:block;
+    text-decoration:none; }
+  .bp3-tab-indicator-wrapper ~ .bp3-tab{
+    background-color:transparent !important;
+    -webkit-box-shadow:none !important;
+            box-shadow:none !important; }
+  .bp3-tab[aria-disabled="true"]{
+    color:rgba(92, 112, 128, 0.6);
+    cursor:not-allowed; }
+  .bp3-tab[aria-selected="true"]{
+    border-radius:0;
+    -webkit-box-shadow:inset 0 -3px 0 #106ba3;
+            box-shadow:inset 0 -3px 0 #106ba3; }
+  .bp3-tab[aria-selected="true"], .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#106ba3; }
+  .bp3-tab:focus{
+    -moz-outline-radius:0; }
+  .bp3-large > .bp3-tab{
+    font-size:16px;
+    line-height:40px; }
+
+.bp3-tab-panel{
+  margin-top:20px; }
+  .bp3-tab-panel[aria-hidden="true"]{
+    display:none; }
+
+.bp3-tab-indicator-wrapper{
+  left:0;
+  pointer-events:none;
+  position:absolute;
+  top:0;
+  -webkit-transform:translateX(0), translateY(0);
+          transform:translateX(0), translateY(0);
+  -webkit-transition:height, width, -webkit-transform;
+  transition:height, width, -webkit-transform;
+  transition:height, transform, width;
+  transition:height, transform, width, -webkit-transform;
+  -webkit-transition-duration:200ms;
+          transition-duration:200ms;
+  -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+          transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tab-indicator-wrapper .bp3-tab-indicator{
+    background-color:#106ba3;
+    bottom:0;
+    height:3px;
+    left:0;
+    position:absolute;
+    right:0; }
+  .bp3-tab-indicator-wrapper.bp3-no-animation{
+    -webkit-transition:none;
+    transition:none; }
+
+.bp3-dark .bp3-tab{
+  color:#f5f8fa; }
+  .bp3-dark .bp3-tab[aria-disabled="true"]{
+    color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tab[aria-selected="true"]{
+    -webkit-box-shadow:inset 0 -3px 0 #48aff0;
+            box-shadow:inset 0 -3px 0 #48aff0; }
+  .bp3-dark .bp3-tab[aria-selected="true"], .bp3-dark .bp3-tab:not([aria-disabled="true"]):hover{
+    color:#48aff0; }
+
+.bp3-dark .bp3-tab-indicator{
+  background-color:#48aff0; }
+
+.bp3-flex-expander{
+  -webkit-box-flex:1;
+      -ms-flex:1 1;
+          flex:1 1; }
+.bp3-tag{
+  display:-webkit-inline-box;
+  display:-ms-inline-flexbox;
+  display:inline-flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  background-color:#5c7080;
+  border:none;
+  border-radius:3px;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  color:#f5f8fa;
+  font-size:12px;
+  line-height:16px;
+  max-width:100%;
+  min-height:20px;
+  min-width:20px;
+  padding:2px 6px;
+  position:relative; }
+  .bp3-tag.bp3-interactive{
+    cursor:pointer; }
+    .bp3-tag.bp3-interactive:hover{
+      background-color:rgba(92, 112, 128, 0.85); }
+    .bp3-tag.bp3-interactive.bp3-active, .bp3-tag.bp3-interactive:active{
+      background-color:rgba(92, 112, 128, 0.7); }
+  .bp3-tag > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag > .bp3-fill{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag::before,
+  .bp3-tag > *{
+    margin-right:4px; }
+  .bp3-tag:empty::before,
+  .bp3-tag > :last-child{
+    margin-right:0; }
+  .bp3-tag:focus{
+    outline:rgba(19, 124, 189, 0.6) auto 2px;
+    outline-offset:0;
+    -moz-outline-radius:6px; }
+  .bp3-tag.bp3-round{
+    border-radius:30px;
+    padding-left:8px;
+    padding-right:8px; }
+  .bp3-dark .bp3-tag{
+    background-color:#bfccd6;
+    color:#182026; }
+    .bp3-dark .bp3-tag.bp3-interactive{
+      cursor:pointer; }
+      .bp3-dark .bp3-tag.bp3-interactive:hover{
+        background-color:rgba(191, 204, 214, 0.85); }
+      .bp3-dark .bp3-tag.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-interactive:active{
+        background-color:rgba(191, 204, 214, 0.7); }
+    .bp3-dark .bp3-tag > .bp3-icon, .bp3-dark .bp3-tag .bp3-icon-standard, .bp3-dark .bp3-tag .bp3-icon-large{
+      fill:currentColor; }
+  .bp3-tag > .bp3-icon, .bp3-tag .bp3-icon-standard, .bp3-tag .bp3-icon-large{
+    fill:#ffffff; }
+  .bp3-tag.bp3-large,
+  .bp3-large .bp3-tag{
+    font-size:14px;
+    line-height:20px;
+    min-height:30px;
+    min-width:30px;
+    padding:5px 10px; }
+    .bp3-tag.bp3-large::before,
+    .bp3-tag.bp3-large > *,
+    .bp3-large .bp3-tag::before,
+    .bp3-large .bp3-tag > *{
+      margin-right:7px; }
+    .bp3-tag.bp3-large:empty::before,
+    .bp3-tag.bp3-large > :last-child,
+    .bp3-large .bp3-tag:empty::before,
+    .bp3-large .bp3-tag > :last-child{
+      margin-right:0; }
+    .bp3-tag.bp3-large.bp3-round,
+    .bp3-large .bp3-tag.bp3-round{
+      padding-left:12px;
+      padding-right:12px; }
+  .bp3-tag.bp3-intent-primary{
+    background:#137cbd;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.85); }
+      .bp3-tag.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.7); }
+  .bp3-tag.bp3-intent-success{
+    background:#0f9960;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.85); }
+      .bp3-tag.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.7); }
+  .bp3-tag.bp3-intent-warning{
+    background:#d9822b;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.85); }
+      .bp3-tag.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.7); }
+  .bp3-tag.bp3-intent-danger{
+    background:#db3737;
+    color:#ffffff; }
+    .bp3-tag.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.85); }
+      .bp3-tag.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.7); }
+  .bp3-tag.bp3-fill{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    width:100%; }
+  .bp3-tag.bp3-minimal > .bp3-icon, .bp3-tag.bp3-minimal .bp3-icon-standard, .bp3-tag.bp3-minimal .bp3-icon-large{
+    fill:#5c7080; }
+  .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+    background-color:rgba(138, 155, 168, 0.2);
+    color:#182026; }
+    .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+        background-color:rgba(92, 112, 128, 0.3); }
+      .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+        background-color:rgba(92, 112, 128, 0.4); }
+    .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]){
+      color:#f5f8fa; }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:hover{
+          background-color:rgba(191, 204, 214, 0.3); }
+        .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]).bp3-interactive:active{
+          background-color:rgba(191, 204, 214, 0.4); }
+      .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) > .bp3-icon, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-standard, .bp3-dark .bp3-tag.bp3-minimal:not([class*="bp3-intent-"]) .bp3-icon-large{
+        fill:#a7b6c2; }
+  .bp3-tag.bp3-minimal.bp3-intent-primary{
+    background-color:rgba(19, 124, 189, 0.15);
+    color:#106ba3; }
+    .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+        background-color:rgba(19, 124, 189, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+        background-color:rgba(19, 124, 189, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-primary > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-primary .bp3-icon-large{
+      fill:#137cbd; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary{
+      background-color:rgba(19, 124, 189, 0.25);
+      color:#48aff0; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:hover{
+          background-color:rgba(19, 124, 189, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-primary.bp3-interactive:active{
+          background-color:rgba(19, 124, 189, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-success{
+    background-color:rgba(15, 153, 96, 0.15);
+    color:#0d8050; }
+    .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+        background-color:rgba(15, 153, 96, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+        background-color:rgba(15, 153, 96, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-success > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-success .bp3-icon-large{
+      fill:#0f9960; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success{
+      background-color:rgba(15, 153, 96, 0.25);
+      color:#3dcc91; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:hover{
+          background-color:rgba(15, 153, 96, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-success.bp3-interactive:active{
+          background-color:rgba(15, 153, 96, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-warning{
+    background-color:rgba(217, 130, 43, 0.15);
+    color:#bf7326; }
+    .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+        background-color:rgba(217, 130, 43, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+        background-color:rgba(217, 130, 43, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-warning > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-warning .bp3-icon-large{
+      fill:#d9822b; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning{
+      background-color:rgba(217, 130, 43, 0.25);
+      color:#ffb366; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:hover{
+          background-color:rgba(217, 130, 43, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-warning.bp3-interactive:active{
+          background-color:rgba(217, 130, 43, 0.45); }
+  .bp3-tag.bp3-minimal.bp3-intent-danger{
+    background-color:rgba(219, 55, 55, 0.15);
+    color:#c23030; }
+    .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+      cursor:pointer; }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+        background-color:rgba(219, 55, 55, 0.25); }
+      .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+        background-color:rgba(219, 55, 55, 0.35); }
+    .bp3-tag.bp3-minimal.bp3-intent-danger > .bp3-icon, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-standard, .bp3-tag.bp3-minimal.bp3-intent-danger .bp3-icon-large{
+      fill:#db3737; }
+    .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger{
+      background-color:rgba(219, 55, 55, 0.25);
+      color:#ff7373; }
+      .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive{
+        cursor:pointer; }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:hover{
+          background-color:rgba(219, 55, 55, 0.35); }
+        .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive.bp3-active, .bp3-dark .bp3-tag.bp3-minimal.bp3-intent-danger.bp3-interactive:active{
+          background-color:rgba(219, 55, 55, 0.45); }
+
+.bp3-tag-remove{
+  background:none;
+  border:none;
+  color:inherit;
+  cursor:pointer;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin-bottom:-2px;
+  margin-right:-6px !important;
+  margin-top:-2px;
+  opacity:0.5;
+  padding:2px;
+  padding-left:0; }
+  .bp3-tag-remove:hover{
+    background:none;
+    opacity:0.8;
+    text-decoration:none; }
+  .bp3-tag-remove:active{
+    opacity:1; }
+  .bp3-tag-remove:empty::before{
+    font-family:"Icons16", sans-serif;
+    font-size:16px;
+    font-style:normal;
+    font-weight:400;
+    line-height:1;
+    -moz-osx-font-smoothing:grayscale;
+    -webkit-font-smoothing:antialiased;
+    content:""; }
+  .bp3-large .bp3-tag-remove{
+    margin-right:-10px !important;
+    padding:0 5px 0 0; }
+    .bp3-large .bp3-tag-remove:empty::before{
+      font-family:"Icons20", sans-serif;
+      font-size:20px;
+      font-style:normal;
+      font-weight:400;
+      line-height:1; }
+.bp3-tag-input{
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  -webkit-box-orient:horizontal;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:row;
+          flex-direction:row;
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  cursor:text;
+  height:auto;
+  line-height:inherit;
+  min-height:30px;
+  padding-left:5px;
+  padding-right:0; }
+  .bp3-tag-input > *{
+    -webkit-box-flex:0;
+        -ms-flex-positive:0;
+            flex-grow:0;
+    -ms-flex-negative:0;
+        flex-shrink:0; }
+  .bp3-tag-input > .bp3-tag-input-values{
+    -webkit-box-flex:1;
+        -ms-flex-positive:1;
+            flex-grow:1;
+    -ms-flex-negative:1;
+        flex-shrink:1; }
+  .bp3-tag-input .bp3-tag-input-icon{
+    color:#5c7080;
+    margin-left:2px;
+    margin-right:7px;
+    margin-top:7px; }
+  .bp3-tag-input .bp3-tag-input-values{
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex;
+    -webkit-box-orient:horizontal;
+    -webkit-box-direction:normal;
+        -ms-flex-direction:row;
+            flex-direction:row;
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    -ms-flex-item-align:stretch;
+        align-self:stretch;
+    -ms-flex-wrap:wrap;
+        flex-wrap:wrap;
+    margin-right:7px;
+    margin-top:5px;
+    min-width:0; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      -webkit-box-flex:0;
+          -ms-flex-positive:0;
+              flex-grow:0;
+      -ms-flex-negative:0;
+          flex-shrink:0; }
+    .bp3-tag-input .bp3-tag-input-values > .bp3-fill{
+      -webkit-box-flex:1;
+          -ms-flex-positive:1;
+              flex-grow:1;
+      -ms-flex-negative:1;
+          flex-shrink:1; }
+    .bp3-tag-input .bp3-tag-input-values::before,
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-right:5px; }
+    .bp3-tag-input .bp3-tag-input-values:empty::before,
+    .bp3-tag-input .bp3-tag-input-values > :last-child{
+      margin-right:0; }
+    .bp3-tag-input .bp3-tag-input-values:first-child .bp3-input-ghost:first-child{
+      padding-left:5px; }
+    .bp3-tag-input .bp3-tag-input-values > *{
+      margin-bottom:5px; }
+  .bp3-tag-input .bp3-tag{
+    overflow-wrap:break-word; }
+    .bp3-tag-input .bp3-tag.bp3-active{
+      outline:rgba(19, 124, 189, 0.6) auto 2px;
+      outline-offset:0;
+      -moz-outline-radius:6px; }
+  .bp3-tag-input .bp3-input-ghost{
+    -webkit-box-flex:1;
+        -ms-flex:1 1 auto;
+            flex:1 1 auto;
+    line-height:20px;
+    width:80px; }
+    .bp3-tag-input .bp3-input-ghost:disabled, .bp3-tag-input .bp3-input-ghost.bp3-disabled{
+      cursor:not-allowed; }
+  .bp3-tag-input .bp3-button,
+  .bp3-tag-input .bp3-spinner{
+    margin:3px;
+    margin-left:0; }
+  .bp3-tag-input .bp3-button{
+    min-height:24px;
+    min-width:24px;
+    padding:0 7px; }
+  .bp3-tag-input.bp3-large{
+    height:auto;
+    min-height:40px; }
+    .bp3-tag-input.bp3-large::before,
+    .bp3-tag-input.bp3-large > *{
+      margin-right:10px; }
+    .bp3-tag-input.bp3-large:empty::before,
+    .bp3-tag-input.bp3-large > :last-child{
+      margin-right:0; }
+    .bp3-tag-input.bp3-large .bp3-tag-input-icon{
+      margin-left:5px;
+      margin-top:10px; }
+    .bp3-tag-input.bp3-large .bp3-input-ghost{
+      line-height:30px; }
+    .bp3-tag-input.bp3-large .bp3-button{
+      min-height:30px;
+      min-width:30px;
+      padding:5px 10px;
+      margin:5px;
+      margin-left:0; }
+    .bp3-tag-input.bp3-large .bp3-spinner{
+      margin:8px;
+      margin-left:0; }
+  .bp3-tag-input.bp3-active{
+    background-color:#ffffff;
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+    .bp3-tag-input.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.2); }
+  .bp3-dark .bp3-tag-input .bp3-tag-input-icon, .bp3-tag-input.bp3-dark .bp3-tag-input-icon{
+    color:#a7b6c2; }
+  .bp3-dark .bp3-tag-input .bp3-input-ghost, .bp3-tag-input.bp3-dark .bp3-input-ghost{
+    color:#f5f8fa; }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-webkit-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-webkit-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-moz-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-moz-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost:-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost:-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::-ms-input-placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::-ms-input-placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+    .bp3-dark .bp3-tag-input .bp3-input-ghost::placeholder, .bp3-tag-input.bp3-dark .bp3-input-ghost::placeholder{
+      color:rgba(167, 182, 194, 0.6); }
+  .bp3-dark .bp3-tag-input.bp3-active, .bp3-tag-input.bp3-dark.bp3-active{
+    background-color:rgba(16, 22, 26, 0.3);
+    -webkit-box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px #137cbd, 0 0 0 1px #137cbd, 0 0 0 3px rgba(19, 124, 189, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-primary, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-primary{
+      -webkit-box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #106ba3, 0 0 0 3px rgba(16, 107, 163, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-success, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-success{
+      -webkit-box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #0d8050, 0 0 0 3px rgba(13, 128, 80, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-warning, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-warning{
+      -webkit-box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #bf7326, 0 0 0 3px rgba(191, 115, 38, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+    .bp3-dark .bp3-tag-input.bp3-active.bp3-intent-danger, .bp3-tag-input.bp3-dark.bp3-active.bp3-intent-danger{
+      -webkit-box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4);
+              box-shadow:0 0 0 1px #c23030, 0 0 0 3px rgba(194, 48, 48, 0.3), inset 0 0 0 1px rgba(16, 22, 26, 0.3), inset 0 1px 1px rgba(16, 22, 26, 0.4); }
+
+.bp3-input-ghost{
+  background:none;
+  border:none;
+  -webkit-box-shadow:none;
+          box-shadow:none;
+  padding:0; }
+  .bp3-input-ghost::-webkit-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-moz-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::-ms-input-placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost::placeholder{
+    color:rgba(92, 112, 128, 0.6);
+    opacity:1; }
+  .bp3-input-ghost:focus{
+    outline:none !important; }
+.bp3-toast{
+  -webkit-box-align:start;
+      -ms-flex-align:start;
+          align-items:flex-start;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  margin:20px 0 0;
+  max-width:500px;
+  min-width:300px;
+  pointer-events:all;
+  position:relative !important; }
+  .bp3-toast.bp3-toast-enter, .bp3-toast.bp3-toast-appear{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active, .bp3-toast.bp3-toast-appear-active{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-enter ~ .bp3-toast, .bp3-toast.bp3-toast-appear ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px); }
+  .bp3-toast.bp3-toast-enter-active ~ .bp3-toast, .bp3-toast.bp3-toast-appear-active ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11);
+            transition-timing-function:cubic-bezier(0.54, 1.12, 0.38, 1.11); }
+  .bp3-toast.bp3-toast-exit{
+    opacity:1;
+    -webkit-filter:blur(0);
+            filter:blur(0); }
+  .bp3-toast.bp3-toast-exit-active{
+    opacity:0;
+    -webkit-filter:blur(10px);
+            filter:blur(10px);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:300ms;
+            transition-duration:300ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:opacity, filter;
+    transition-property:opacity, filter, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast.bp3-toast-exit ~ .bp3-toast{
+    -webkit-transform:translateY(0);
+            transform:translateY(0); }
+  .bp3-toast.bp3-toast-exit-active ~ .bp3-toast{
+    -webkit-transform:translateY(-40px);
+            transform:translateY(-40px);
+    -webkit-transition-delay:50ms;
+            transition-delay:50ms;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-toast .bp3-button-group{
+    -webkit-box-flex:0;
+        -ms-flex:0 0 auto;
+            flex:0 0 auto;
+    padding:5px;
+    padding-left:0; }
+  .bp3-toast > .bp3-icon{
+    color:#5c7080;
+    margin:12px;
+    margin-right:0; }
+  .bp3-toast.bp3-dark,
+  .bp3-dark .bp3-toast{
+    background-color:#394b59;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-toast.bp3-dark > .bp3-icon,
+    .bp3-dark .bp3-toast > .bp3-icon{
+      color:#a7b6c2; }
+  .bp3-toast[class*="bp3-intent-"] a{
+    color:rgba(255, 255, 255, 0.7); }
+    .bp3-toast[class*="bp3-intent-"] a:hover{
+      color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] > .bp3-icon{
+    color:#ffffff; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button, .bp3-toast[class*="bp3-intent-"] .bp3-button::before,
+  .bp3-toast[class*="bp3-intent-"] .bp3-button .bp3-icon, .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    color:rgba(255, 255, 255, 0.7) !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:focus{
+    outline-color:rgba(255, 255, 255, 0.5); }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:hover{
+    background-color:rgba(255, 255, 255, 0.15) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button:active{
+    background-color:rgba(255, 255, 255, 0.3) !important;
+    color:#ffffff !important; }
+  .bp3-toast[class*="bp3-intent-"] .bp3-button::after{
+    background:rgba(255, 255, 255, 0.3) !important; }
+  .bp3-toast.bp3-intent-primary{
+    background-color:#137cbd;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-success{
+    background-color:#0f9960;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-warning{
+    background-color:#d9822b;
+    color:#ffffff; }
+  .bp3-toast.bp3-intent-danger{
+    background-color:#db3737;
+    color:#ffffff; }
+
+.bp3-toast-message{
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  padding:11px;
+  word-break:break-word; }
+
+.bp3-toast-container{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box !important;
+  display:-ms-flexbox !important;
+  display:flex !important;
+  -webkit-box-orient:vertical;
+  -webkit-box-direction:normal;
+      -ms-flex-direction:column;
+          flex-direction:column;
+  left:0;
+  overflow:hidden;
+  padding:0 20px 20px;
+  pointer-events:none;
+  right:0;
+  z-index:40; }
+  .bp3-toast-container.bp3-toast-container-in-portal{
+    position:fixed; }
+  .bp3-toast-container.bp3-toast-container-inline{
+    position:absolute; }
+  .bp3-toast-container.bp3-toast-container-top{
+    top:0; }
+  .bp3-toast-container.bp3-toast-container-bottom{
+    bottom:0;
+    -webkit-box-orient:vertical;
+    -webkit-box-direction:reverse;
+        -ms-flex-direction:column-reverse;
+            flex-direction:column-reverse;
+    top:auto; }
+  .bp3-toast-container.bp3-toast-container-left{
+    -webkit-box-align:start;
+        -ms-flex-align:start;
+            align-items:flex-start; }
+  .bp3-toast-container.bp3-toast-container-right{
+    -webkit-box-align:end;
+        -ms-flex-align:end;
+            align-items:flex-end; }
+
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-enter:not(.bp3-toast-enter-active) ~ .bp3-toast, .bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active),
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-appear:not(.bp3-toast-appear-active) ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-exit-active ~ .bp3-toast,
+.bp3-toast-container-bottom .bp3-toast.bp3-toast-leave-active ~ .bp3-toast{
+  -webkit-transform:translateY(60px);
+          transform:translateY(60px); }
+.bp3-tooltip{
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 2px 4px rgba(16, 22, 26, 0.2), 0 8px 24px rgba(16, 22, 26, 0.2);
+  -webkit-transform:scale(1);
+          transform:scale(1); }
+  .bp3-tooltip .bp3-popover-arrow{
+    height:22px;
+    position:absolute;
+    width:22px; }
+    .bp3-tooltip .bp3-popover-arrow::before{
+      height:14px;
+      margin:4px;
+      width:14px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip{
+    margin-bottom:11px;
+    margin-top:-11px; }
+    .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+      bottom:-8px; }
+      .bp3-tether-element-attached-bottom.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(-90deg);
+                transform:rotate(-90deg); }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip{
+    margin-left:11px; }
+    .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+      left:-8px; }
+      .bp3-tether-element-attached-left.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(0);
+                transform:rotate(0); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip{
+    margin-top:11px; }
+    .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+      top:-8px; }
+      .bp3-tether-element-attached-top.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(90deg);
+                transform:rotate(90deg); }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip{
+    margin-left:-11px;
+    margin-right:11px; }
+    .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+      right:-8px; }
+      .bp3-tether-element-attached-right.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow svg{
+        -webkit-transform:rotate(180deg);
+                transform:rotate(180deg); }
+  .bp3-tether-element-attached-middle > .bp3-tooltip > .bp3-popover-arrow{
+    top:50%;
+    -webkit-transform:translateY(-50%);
+            transform:translateY(-50%); }
+  .bp3-tether-element-attached-center > .bp3-tooltip > .bp3-popover-arrow{
+    right:50%;
+    -webkit-transform:translateX(50%);
+            transform:translateX(50%); }
+  .bp3-tether-element-attached-top.bp3-tether-target-attached-top > .bp3-tooltip > .bp3-popover-arrow{
+    top:-0.22183px; }
+  .bp3-tether-element-attached-right.bp3-tether-target-attached-right > .bp3-tooltip > .bp3-popover-arrow{
+    right:-0.22183px; }
+  .bp3-tether-element-attached-left.bp3-tether-target-attached-left > .bp3-tooltip > .bp3-popover-arrow{
+    left:-0.22183px; }
+  .bp3-tether-element-attached-bottom.bp3-tether-target-attached-bottom > .bp3-tooltip > .bp3-popover-arrow{
+    bottom:-0.22183px; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:top left;
+            transform-origin:top left; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:top center;
+            transform-origin:top center; }
+  .bp3-tether-element-attached-top.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:top right;
+            transform-origin:top right; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:center left;
+            transform-origin:center left; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:center center;
+            transform-origin:center center; }
+  .bp3-tether-element-attached-middle.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:center right;
+            transform-origin:center right; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-left > .bp3-tooltip{
+    -webkit-transform-origin:bottom left;
+            transform-origin:bottom left; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-center > .bp3-tooltip{
+    -webkit-transform-origin:bottom center;
+            transform-origin:bottom center; }
+  .bp3-tether-element-attached-bottom.bp3-tether-element-attached-right > .bp3-tooltip{
+    -webkit-transform-origin:bottom right;
+            transform-origin:bottom right; }
+  .bp3-tooltip .bp3-popover-content{
+    background:#394b59;
+    color:#f5f8fa; }
+  .bp3-tooltip .bp3-popover-arrow::before{
+    -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2);
+            box-shadow:1px 1px 6px rgba(16, 22, 26, 0.2); }
+  .bp3-tooltip .bp3-popover-arrow-border{
+    fill:#10161a;
+    fill-opacity:0.1; }
+  .bp3-tooltip .bp3-popover-arrow-fill{
+    fill:#394b59; }
+  .bp3-popover-enter > .bp3-tooltip, .bp3-popover-appear > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8); }
+  .bp3-popover-enter-active > .bp3-tooltip, .bp3-popover-appear-active > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-popover-exit > .bp3-tooltip{
+    -webkit-transform:scale(1);
+            transform:scale(1); }
+  .bp3-popover-exit-active > .bp3-tooltip{
+    -webkit-transform:scale(0.8);
+            transform:scale(0.8);
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:100ms;
+            transition-duration:100ms;
+    -webkit-transition-property:-webkit-transform;
+    transition-property:-webkit-transform;
+    transition-property:transform;
+    transition-property:transform, -webkit-transform;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tooltip .bp3-popover-content{
+    padding:10px 12px; }
+  .bp3-tooltip.bp3-dark,
+  .bp3-dark .bp3-tooltip{
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 2px 4px rgba(16, 22, 26, 0.4), 0 8px 24px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-content,
+    .bp3-dark .bp3-tooltip .bp3-popover-content{
+      background:#e1e8ed;
+      color:#394b59; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow::before,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow::before{
+      -webkit-box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4);
+              box-shadow:1px 1px 6px rgba(16, 22, 26, 0.4); }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-border,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-border{
+      fill:#10161a;
+      fill-opacity:0.2; }
+    .bp3-tooltip.bp3-dark .bp3-popover-arrow-fill,
+    .bp3-dark .bp3-tooltip .bp3-popover-arrow-fill{
+      fill:#e1e8ed; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-content{
+    background:#137cbd;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-primary .bp3-popover-arrow-fill{
+    fill:#137cbd; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-content{
+    background:#0f9960;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-success .bp3-popover-arrow-fill{
+    fill:#0f9960; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-content{
+    background:#d9822b;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-warning .bp3-popover-arrow-fill{
+    fill:#d9822b; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-content{
+    background:#db3737;
+    color:#ffffff; }
+  .bp3-tooltip.bp3-intent-danger .bp3-popover-arrow-fill{
+    fill:#db3737; }
+
+.bp3-tooltip-indicator{
+  border-bottom:dotted 1px;
+  cursor:help; }
+.bp3-tree .bp3-icon, .bp3-tree .bp3-icon-standard, .bp3-tree .bp3-icon-large{
+  color:#5c7080; }
+  .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-tree .bp3-icon.bp3-intent-success, .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-tree-node-list{
+  list-style:none;
+  margin:0;
+  padding-left:0; }
+
+.bp3-tree-root{
+  background-color:transparent;
+  cursor:default;
+  padding-left:0;
+  position:relative; }
+
+.bp3-tree-node-content-0{
+  padding-left:0px; }
+
+.bp3-tree-node-content-1{
+  padding-left:23px; }
+
+.bp3-tree-node-content-2{
+  padding-left:46px; }
+
+.bp3-tree-node-content-3{
+  padding-left:69px; }
+
+.bp3-tree-node-content-4{
+  padding-left:92px; }
+
+.bp3-tree-node-content-5{
+  padding-left:115px; }
+
+.bp3-tree-node-content-6{
+  padding-left:138px; }
+
+.bp3-tree-node-content-7{
+  padding-left:161px; }
+
+.bp3-tree-node-content-8{
+  padding-left:184px; }
+
+.bp3-tree-node-content-9{
+  padding-left:207px; }
+
+.bp3-tree-node-content-10{
+  padding-left:230px; }
+
+.bp3-tree-node-content-11{
+  padding-left:253px; }
+
+.bp3-tree-node-content-12{
+  padding-left:276px; }
+
+.bp3-tree-node-content-13{
+  padding-left:299px; }
+
+.bp3-tree-node-content-14{
+  padding-left:322px; }
+
+.bp3-tree-node-content-15{
+  padding-left:345px; }
+
+.bp3-tree-node-content-16{
+  padding-left:368px; }
+
+.bp3-tree-node-content-17{
+  padding-left:391px; }
+
+.bp3-tree-node-content-18{
+  padding-left:414px; }
+
+.bp3-tree-node-content-19{
+  padding-left:437px; }
+
+.bp3-tree-node-content-20{
+  padding-left:460px; }
+
+.bp3-tree-node-content{
+  -webkit-box-align:center;
+      -ms-flex-align:center;
+          align-items:center;
+  display:-webkit-box;
+  display:-ms-flexbox;
+  display:flex;
+  height:30px;
+  padding-right:5px;
+  width:100%; }
+  .bp3-tree-node-content:hover{
+    background-color:rgba(191, 204, 214, 0.4); }
+
+.bp3-tree-node-caret,
+.bp3-tree-node-caret-none{
+  min-width:30px; }
+
+.bp3-tree-node-caret{
+  color:#5c7080;
+  cursor:pointer;
+  padding:7px;
+  -webkit-transform:rotate(0deg);
+          transform:rotate(0deg);
+  -webkit-transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:-webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9);
+  transition:transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9), -webkit-transform 200ms cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-tree-node-caret:hover{
+    color:#182026; }
+  .bp3-dark .bp3-tree-node-caret{
+    color:#a7b6c2; }
+    .bp3-dark .bp3-tree-node-caret:hover{
+      color:#f5f8fa; }
+  .bp3-tree-node-caret.bp3-tree-node-caret-open{
+    -webkit-transform:rotate(90deg);
+            transform:rotate(90deg); }
+  .bp3-tree-node-caret.bp3-icon-standard::before{
+    content:""; }
+
+.bp3-tree-node-icon{
+  margin-right:7px;
+  position:relative; }
+
+.bp3-tree-node-label{
+  overflow:hidden;
+  text-overflow:ellipsis;
+  white-space:nowrap;
+  word-wrap:normal;
+  -webkit-box-flex:1;
+      -ms-flex:1 1 auto;
+          flex:1 1 auto;
+  position:relative;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-label span{
+    display:inline; }
+
+.bp3-tree-node-secondary-label{
+  padding:0 5px;
+  -webkit-user-select:none;
+     -moz-user-select:none;
+      -ms-user-select:none;
+          user-select:none; }
+  .bp3-tree-node-secondary-label .bp3-popover-wrapper,
+  .bp3-tree-node-secondary-label .bp3-popover-target{
+    -webkit-box-align:center;
+        -ms-flex-align:center;
+            align-items:center;
+    display:-webkit-box;
+    display:-ms-flexbox;
+    display:flex; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-content{
+  background-color:inherit;
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-disabled .bp3-tree-node-caret,
+.bp3-tree-node.bp3-disabled .bp3-tree-node-icon{
+  color:rgba(92, 112, 128, 0.6);
+  cursor:not-allowed; }
+
+.bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content,
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-standard, .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-icon-large{
+    color:#ffffff; }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret::before{
+    color:rgba(255, 255, 255, 0.7); }
+  .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content .bp3-tree-node-caret:hover::before{
+    color:#ffffff; }
+
+.bp3-dark .bp3-tree-node-content:hover{
+  background-color:rgba(92, 112, 128, 0.3); }
+
+.bp3-dark .bp3-tree .bp3-icon, .bp3-dark .bp3-tree .bp3-icon-standard, .bp3-dark .bp3-tree .bp3-icon-large{
+  color:#a7b6c2; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-primary, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-primary{
+    color:#137cbd; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-success, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-success{
+    color:#0f9960; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-warning, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-warning{
+    color:#d9822b; }
+  .bp3-dark .bp3-tree .bp3-icon.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-standard.bp3-intent-danger, .bp3-dark .bp3-tree .bp3-icon-large.bp3-intent-danger{
+    color:#db3737; }
+
+.bp3-dark .bp3-tree-node.bp3-tree-node-selected > .bp3-tree-node-content{
+  background-color:#137cbd; }
+.bp3-omnibar{
+  -webkit-filter:blur(0);
+          filter:blur(0);
+  opacity:1;
+  background-color:#ffffff;
+  border-radius:3px;
+  -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+          box-shadow:0 0 0 1px rgba(16, 22, 26, 0.1), 0 4px 8px rgba(16, 22, 26, 0.2), 0 18px 46px 6px rgba(16, 22, 26, 0.2);
+  left:calc(50% - 250px);
+  top:20vh;
+  width:500px;
+  z-index:21; }
+  .bp3-omnibar.bp3-overlay-enter, .bp3-omnibar.bp3-overlay-appear{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2; }
+  .bp3-omnibar.bp3-overlay-enter-active, .bp3-omnibar.bp3-overlay-appear-active{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar.bp3-overlay-exit{
+    -webkit-filter:blur(0);
+            filter:blur(0);
+    opacity:1; }
+  .bp3-omnibar.bp3-overlay-exit-active{
+    -webkit-filter:blur(20px);
+            filter:blur(20px);
+    opacity:0.2;
+    -webkit-transition-delay:0;
+            transition-delay:0;
+    -webkit-transition-duration:200ms;
+            transition-duration:200ms;
+    -webkit-transition-property:opacity, -webkit-filter;
+    transition-property:opacity, -webkit-filter;
+    transition-property:filter, opacity;
+    transition-property:filter, opacity, -webkit-filter;
+    -webkit-transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9);
+            transition-timing-function:cubic-bezier(0.4, 1, 0.75, 0.9); }
+  .bp3-omnibar .bp3-input{
+    background-color:transparent;
+    border-radius:0; }
+    .bp3-omnibar .bp3-input, .bp3-omnibar .bp3-input:focus{
+      -webkit-box-shadow:none;
+              box-shadow:none; }
+  .bp3-omnibar .bp3-menu{
+    background-color:transparent;
+    border-radius:0;
+    -webkit-box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+            box-shadow:inset 0 1px 0 rgba(16, 22, 26, 0.15);
+    max-height:calc(60vh - 40px);
+    overflow:auto; }
+    .bp3-omnibar .bp3-menu:empty{
+      display:none; }
+  .bp3-dark .bp3-omnibar, .bp3-omnibar.bp3-dark{
+    background-color:#30404d;
+    -webkit-box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4);
+            box-shadow:0 0 0 1px rgba(16, 22, 26, 0.2), 0 4px 8px rgba(16, 22, 26, 0.4), 0 18px 46px 6px rgba(16, 22, 26, 0.4); }
+
+.bp3-omnibar-overlay .bp3-overlay-backdrop{
+  background-color:rgba(16, 22, 26, 0.2); }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+
+.bp3-multi-select{
+  min-width:150px; }
+
+.bp3-multi-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto; }
+
+.bp3-select-popover .bp3-popover-content{
+  padding:5px; }
+
+.bp3-select-popover .bp3-input-group{
+  margin-bottom:0; }
+
+.bp3-select-popover .bp3-menu{
+  max-height:300px;
+  max-width:400px;
+  overflow:auto;
+  padding:0; }
+  .bp3-select-popover .bp3-menu:not(:first-child){
+    padding-top:5px; }
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-bug: url(data:image/svg+xml;base64,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);
+  --jp-icon-build: url(data:image/svg+xml;base64,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);
+  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-case-sensitive: url(data:image/svg+xml;base64,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);
+  --jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-clear: url(data:image/svg+xml;base64,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);
+  --jp-icon-close: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbi1ub25lIGpwLWljb24tc2VsZWN0YWJsZS1pbnZlcnNlIGpwLWljb24zLWhvdmVyIiBmaWxsPSJub25lIj4KICAgIDxjaXJjbGUgY3g9IjEyIiBjeT0iMTIiIHI9IjExIi8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIGpwLWljb24tYWNjZW50Mi1ob3ZlciIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMTkgNi40MUwxNy41OSA1IDEyIDEwLjU5IDYuNDEgNSA1IDYuNDEgMTAuNTkgMTIgNSAxNy41OSA2LjQxIDE5IDEyIDEzLjQxIDE3LjU5IDE5IDE5IDE3LjU5IDEzLjQxIDEyeiIvPgogIDwvZz4KCiAgPGcgY2xhc3M9ImpwLWljb24tbm9uZSBqcC1pY29uLWJ1c3kiIGZpbGw9Im5vbmUiPgogICAgPGNpcmNsZSBjeD0iMTIiIGN5PSIxMiIgcj0iNyIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
+  --jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1pY29uLWJyYW5kMSBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNmZmYiPgogICAgPHBhdGggZD0iTTEwNSAxMjcuM2g0MHYxMi44aC00MHpNNTEuMSA3N0w3NCA5OS45bC0yMy4zIDIzLjMgMTAuNSAxMC41IDIzLjMtMjMuM0w5NSA5OS45IDg0LjUgODkuNCA2MS42IDY2LjV6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-copy: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-copyright: url(data:image/svg+xml;base64,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);
+  --jp-icon-cut: url(data:image/svg+xml;base64,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);
+  --jp-icon-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-edit: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-extension: url(data:image/svg+xml;base64,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);
+  --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-file: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-html5: url(data:image/svg+xml;base64,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);
+  --jp-icon-image: url(data:image/svg+xml;base64,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);
+  --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
+  --jp-icon-json: url(data:image/svg+xml;base64,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);
+  --jp-icon-julia: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyter-favicon: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyter: url(data:image/svg+xml;base64,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);
+  --jp-icon-jupyterlab-wordmark: url(data:image/svg+xml;base64,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);
+  --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+  --jp-icon-keyboard: url(data:image/svg+xml;base64,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);
+  --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4=);
+  --jp-icon-listings-info: url(data:image/svg+xml;base64,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);
+  --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+  --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbi13YXJuMCBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-palette: url(data:image/svg+xml;base64,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);
+  --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-pdf: url(data:image/svg+xml;base64,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);
+  --jp-icon-python: url(data:image/svg+xml;base64,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);
+  --jp-icon-r-kernel: url(data:image/svg+xml;base64,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);
+  --jp-icon-react: url(data:image/svg+xml;base64,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);
+  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-regex: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0MTQxNDEiPgogICAgPHJlY3QgeD0iMiIgeT0iMiIgd2lkdGg9IjE2IiBoZWlnaHQ9IjE2Ii8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi1hY2NlbnQyIiBmaWxsPSIjRkZGIj4KICAgIDxjaXJjbGUgY2xhc3M9InN0MiIgY3g9IjUuNSIgY3k9IjE0LjUiIHI9IjEuNSIvPgogICAgPHJlY3QgeD0iMTIiIHk9IjQiIGNsYXNzPSJzdDIiIHdpZHRoPSIxIiBoZWlnaHQ9IjgiLz4KICAgIDxyZWN0IHg9IjguNSIgeT0iNy41IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjg2NiAtMC41IDAuNSAwLjg2NiAtMi4zMjU1IDcuMzIxOSkiIGNsYXNzPSJzdDIiIHdpZHRoPSI4IiBoZWlnaHQ9IjEiLz4KICAgIDxyZWN0IHg9IjEyIiB5PSI0IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjUgLTAuODY2IDAuODY2IDAuNSAtMC42Nzc5IDE0LjgyNTIpIiBjbGFzcz0ic3QyIiB3aWR0aD0iMSIgaGVpZ2h0PSI4Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-search: url(data:image/svg+xml;base64,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);
+  --jp-icon-settings: url(data:image/svg+xml;base64,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);
+  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-tag: url(data:image/svg+xml;base64,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);
+  --jp-icon-terminal: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0IiA+CiAgICA8cmVjdCBjbGFzcz0ianAtaWNvbjIganAtaWNvbi1zZWxlY3RhYmxlIiB3aWR0aD0iMjAiIGhlaWdodD0iMjAiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIgMikiIGZpbGw9IiMzMzMzMzMiLz4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uLWFjY2VudDIganAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGQ9Ik01LjA1NjY0IDguNzYxNzJDNS4wNTY2NCA4LjU5NzY2IDUuMDMxMjUgOC40NTMxMiA0Ljk4MDQ3IDguMzI4MTJDNC45MzM1OSA4LjE5OTIyIDQuODU1NDcgOC4wODIwMyA0Ljc0NjA5IDcuOTc2NTZDNC42NDA2MiA3Ljg3MTA5IDQuNSA3Ljc3NTM5IDQuMzI0MjIgNy42ODk0NUM0LjE1MjM0IDcuNTk5NjEgMy45NDMzNiA3LjUxMTcyIDMuNjk3MjcgNy40MjU3OEMzLjMwMjczIDcuMjg1MTYgMi45NDMzNiA3LjEzNjcyIDIuNjE5MTQgNi45ODA0N0MyLjI5NDkyIDYuODI0MjIgMi4wMTc1OCA2LjY0MjU4IDEuNzg3MTEgNi40MzU1NUMxLjU2MDU1IDYuMjI4NTIgMS4zODQ3NyA1Ljk4ODI4IDEuMjU5NzcgNS43MTQ4NEMxLjEzNDc3IDUuNDM3NSAxLjA3MjI3IDUuMTA5MzggMS4wNzIyNyA0LjczMDQ3QzEuMDcyMjcgNC4zOTg0NCAxLjEyODkxIDQuMDk1NyAxLjI0MjE5IDMuODIyMjdDMS4zNTU0NyAzLjU0NDkyIDEuNTE1NjIgMy4zMDQ2OSAxLjcyMjY2IDMuMTAxNTZDMS45Mjk2OSAyLjg5ODQ0IDIuMTc5NjkgMi43MzQzNyAyLjQ3MjY2IDIuNjA5MzhDMi43NjU2MiAyLjQ4NDM4IDMuMDkxOCAyLjQwNDMgMy40NTExNyAyLjM2OTE0VjEuMTA5MzhINC4zODg2N1YyLjM4MDg2QzQuNzQwMjMgMi40Mjc3MyA1LjA1NjY0IDIuNTIzNDQgNS4zMzc4OSAyLjY2Nzk3QzUuNjE5MTQgMi44MTI1IDUuODU3NDIgMy4wMDE5NSA2LjA1MjczIDMuMjM2MzNDNi4yNTE5NSAzLjQ2NjggNi40MDQzIDMuNzQwMjMgNi41MDk3NyA0LjA1NjY0QzYuNjE5MTQgNC4zNjkxNCA2LjY3MzgzIDQuNzIwNyA2LjY3MzgzIDUuMTExMzNINS4wNDQ5MkM1LjA0NDkyIDQuNjM4NjcgNC45Mzc1IDQuMjgxMjUgNC43MjI2NiA0LjAzOTA2QzQuNTA3ODEgMy43OTI5NyA0LjIxNjggMy42Njk5MiAzLjg0OTYxIDMuNjY5OTJDMy42NTAzOSAzLjY2OTkyIDMuNDc2NTYgMy42OTcyNyAzLjMyODEyIDMuNzUxOTVDMy4xODM1OSAzLjgwMjczIDMuMDY0NDUgMy44NzY5NSAyLjk3MDcgMy45NzQ2MUMyLjg3Njk1IDQuMDY4MzYgMi44MDY2NCA0LjE3OTY5IDIuNzU5NzcgNC4zMDg1OUMyLjcxNjggNC40Mzc1IDIuNjk1MzEgNC41NzgxMiAyLjY5NTMxIDQuNzMwNDdDMi42OTUzMSA0Ljg4MjgxIDIuNzE2OCA1LjAxOTUzIDIuNzU5NzcgNS4xNDA2MkMyLjgwNjY0IDUuMjU3ODEgMi44ODI4MSA1LjM2NzE5IDIuOTg4MjggNS40Njg3NUMzLjA5NzY2IDUuNTcwMzEgMy4yNDAyMyA1LjY2Nzk3IDMuNDE2MDIgNS43NjE3MkMzLjU5MTggNS44NTE1NiAzLjgxMDU1IDUuOTQzMzYgNC4wNzIyNyA2LjAzNzExQzQuNDY2OCA2LjE4NTU1IDQuODI0MjIgNi4zMzk4NCA1LjE0NDUzIDYuNUM1LjQ2NDg0IDYuNjU2MjUgNS43MzgyOCA2LjgzOTg0IDUuOTY0ODQgNy4wNTA3OEM2LjE5NTMxIDcuMjU3ODEgNi4zNzEwOSA3LjUgNi40OTIxOSA3Ljc3NzM0QzYuNjE3MTkgOC4wNTA3OCA2LjY3OTY5IDguMzc1IDYuNjc5NjkgOC43NUM2LjY3OTY5IDkuMDkzNzUgNi42MjMwNSA5LjQwNDMgNi41MDk3NyA5LjY4MTY0QzYuMzk2NDggOS45NTUwOCA2LjIzNDM4IDEwLjE5MTQgNi4wMjM0NCAxMC4zOTA2QzUuODEyNSAxMC41ODk4IDUuNTU4NTkgMTAuNzUgNS4yNjE3MiAxMC44NzExQzQuOTY0ODQgMTAuOTg4MyA0LjYzMjgxIDExLjA2NDUgNC4yNjU2MiAxMS4wOTk2VjEyLjI0OEgzLjMzMzk4VjExLjA5OTZDMy4wMDE5NSAxMS4wNjg0IDIuNjc5NjkgMTAuOTk2MSAyLjM2NzE5IDEwLjg4MjhDMi4wNTQ2OSAxMC43NjU2IDEuNzc3MzQgMTAuNTk3NyAxLjUzNTE2IDEwLjM3ODlDMS4yOTY4OCAxMC4xNjAyIDEuMTA1NDcgOS44ODQ3NyAwLjk2MDkzOCA5LjU1MjczQzAuODE2NDA2IDkuMjE2OCAwLjc0NDE0MSA4LjgxNDQ1IDAuNzQ0MTQxIDguMzQ1N0gyLjM3ODkxQzIuMzc4OTEgOC42MjY5NSAyLjQxOTkyIDguODYzMjggMi41MDE5NSA5LjA1NDY5QzIuNTgzOTggOS4yNDIxOSAyLjY4OTQ1IDkuMzkyNTggMi44MTgzNiA5LjUwNTg2QzIuOTUxMTcgOS42MTUyMyAzLjEwMTU2IDkuNjkzMzYgMy4yNjk1MyA5Ljc0MDIzQzMuNDM3NSA5Ljc4NzExIDMuNjA5MzggOS44MTA1NSAzLjc4NTE2IDkuODEwNTVDNC4yMDMxMiA5LjgxMDU1IDQuNTE5NTMgOS43MTI4OSA0LjczNDM4IDkuNTE3NThDNC45NDkyMiA5LjMyMjI3IDUuMDU2NjQgOS4wNzAzMSA1LjA1NjY0IDguNzYxNzJaTTEzLjQxOCAxMi4yNzE1SDguMDc0MjJWMTFIMTMuNDE4VjEyLjI3MTVaIiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzLjk1MjY0IDYpIiBmaWxsPSJ3aGl0ZSIvPgo8L3N2Zz4K);
+  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTUgMTVIM3YyaDEydi0yem0wLThIM3YyaDEyVjd6TTMgMTNoMTh2LTJIM3Yyem0wIDhoMTh2LTJIM3Yyek0zIDN2MmgxOFYzSDN6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-toc: url(data:image/svg+xml;base64,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);
+  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4=);
+  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddIcon {
+  background-image: var(--jp-icon-add);
+}
+.jp-BugIcon {
+  background-image: var(--jp-icon-bug);
+}
+.jp-BuildIcon {
+  background-image: var(--jp-icon-build);
+}
+.jp-CaretDownEmptyIcon {
+  background-image: var(--jp-icon-caret-down-empty);
+}
+.jp-CaretDownEmptyThinIcon {
+  background-image: var(--jp-icon-caret-down-empty-thin);
+}
+.jp-CaretDownIcon {
+  background-image: var(--jp-icon-caret-down);
+}
+.jp-CaretLeftIcon {
+  background-image: var(--jp-icon-caret-left);
+}
+.jp-CaretRightIcon {
+  background-image: var(--jp-icon-caret-right);
+}
+.jp-CaretUpEmptyThinIcon {
+  background-image: var(--jp-icon-caret-up-empty-thin);
+}
+.jp-CaretUpIcon {
+  background-image: var(--jp-icon-caret-up);
+}
+.jp-CaseSensitiveIcon {
+  background-image: var(--jp-icon-case-sensitive);
+}
+.jp-CheckIcon {
+  background-image: var(--jp-icon-check);
+}
+.jp-CircleEmptyIcon {
+  background-image: var(--jp-icon-circle-empty);
+}
+.jp-CircleIcon {
+  background-image: var(--jp-icon-circle);
+}
+.jp-ClearIcon {
+  background-image: var(--jp-icon-clear);
+}
+.jp-CloseIcon {
+  background-image: var(--jp-icon-close);
+}
+.jp-CodeIcon {
+  background-image: var(--jp-icon-code);
+}
+.jp-ConsoleIcon {
+  background-image: var(--jp-icon-console);
+}
+.jp-CopyIcon {
+  background-image: var(--jp-icon-copy);
+}
+.jp-CopyrightIcon {
+  background-image: var(--jp-icon-copyright);
+}
+.jp-CutIcon {
+  background-image: var(--jp-icon-cut);
+}
+.jp-DownloadIcon {
+  background-image: var(--jp-icon-download);
+}
+.jp-EditIcon {
+  background-image: var(--jp-icon-edit);
+}
+.jp-EllipsesIcon {
+  background-image: var(--jp-icon-ellipses);
+}
+.jp-ExtensionIcon {
+  background-image: var(--jp-icon-extension);
+}
+.jp-FastForwardIcon {
+  background-image: var(--jp-icon-fast-forward);
+}
+.jp-FileIcon {
+  background-image: var(--jp-icon-file);
+}
+.jp-FileUploadIcon {
+  background-image: var(--jp-icon-file-upload);
+}
+.jp-FilterListIcon {
+  background-image: var(--jp-icon-filter-list);
+}
+.jp-FolderIcon {
+  background-image: var(--jp-icon-folder);
+}
+.jp-Html5Icon {
+  background-image: var(--jp-icon-html5);
+}
+.jp-ImageIcon {
+  background-image: var(--jp-icon-image);
+}
+.jp-InspectorIcon {
+  background-image: var(--jp-icon-inspector);
+}
+.jp-JsonIcon {
+  background-image: var(--jp-icon-json);
+}
+.jp-JuliaIcon {
+  background-image: var(--jp-icon-julia);
+}
+.jp-JupyterFaviconIcon {
+  background-image: var(--jp-icon-jupyter-favicon);
+}
+.jp-JupyterIcon {
+  background-image: var(--jp-icon-jupyter);
+}
+.jp-JupyterlabWordmarkIcon {
+  background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+.jp-KernelIcon {
+  background-image: var(--jp-icon-kernel);
+}
+.jp-KeyboardIcon {
+  background-image: var(--jp-icon-keyboard);
+}
+.jp-LauncherIcon {
+  background-image: var(--jp-icon-launcher);
+}
+.jp-LineFormIcon {
+  background-image: var(--jp-icon-line-form);
+}
+.jp-LinkIcon {
+  background-image: var(--jp-icon-link);
+}
+.jp-ListIcon {
+  background-image: var(--jp-icon-list);
+}
+.jp-ListingsInfoIcon {
+  background-image: var(--jp-icon-listings-info);
+}
+.jp-MarkdownIcon {
+  background-image: var(--jp-icon-markdown);
+}
+.jp-NewFolderIcon {
+  background-image: var(--jp-icon-new-folder);
+}
+.jp-NotTrustedIcon {
+  background-image: var(--jp-icon-not-trusted);
+}
+.jp-NotebookIcon {
+  background-image: var(--jp-icon-notebook);
+}
+.jp-NumberingIcon {
+  background-image: var(--jp-icon-numbering);
+}
+.jp-OfflineBoltIcon {
+  background-image: var(--jp-icon-offline-bolt);
+}
+.jp-PaletteIcon {
+  background-image: var(--jp-icon-palette);
+}
+.jp-PasteIcon {
+  background-image: var(--jp-icon-paste);
+}
+.jp-PdfIcon {
+  background-image: var(--jp-icon-pdf);
+}
+.jp-PythonIcon {
+  background-image: var(--jp-icon-python);
+}
+.jp-RKernelIcon {
+  background-image: var(--jp-icon-r-kernel);
+}
+.jp-ReactIcon {
+  background-image: var(--jp-icon-react);
+}
+.jp-RedoIcon {
+  background-image: var(--jp-icon-redo);
+}
+.jp-RefreshIcon {
+  background-image: var(--jp-icon-refresh);
+}
+.jp-RegexIcon {
+  background-image: var(--jp-icon-regex);
+}
+.jp-RunIcon {
+  background-image: var(--jp-icon-run);
+}
+.jp-RunningIcon {
+  background-image: var(--jp-icon-running);
+}
+.jp-SaveIcon {
+  background-image: var(--jp-icon-save);
+}
+.jp-SearchIcon {
+  background-image: var(--jp-icon-search);
+}
+.jp-SettingsIcon {
+  background-image: var(--jp-icon-settings);
+}
+.jp-SpreadsheetIcon {
+  background-image: var(--jp-icon-spreadsheet);
+}
+.jp-StopIcon {
+  background-image: var(--jp-icon-stop);
+}
+.jp-TabIcon {
+  background-image: var(--jp-icon-tab);
+}
+.jp-TableRowsIcon {
+  background-image: var(--jp-icon-table-rows);
+}
+.jp-TagIcon {
+  background-image: var(--jp-icon-tag);
+}
+.jp-TerminalIcon {
+  background-image: var(--jp-icon-terminal);
+}
+.jp-TextEditorIcon {
+  background-image: var(--jp-icon-text-editor);
+}
+.jp-TocIcon {
+  background-image: var(--jp-icon-toc);
+}
+.jp-TreeViewIcon {
+  background-image: var(--jp-icon-tree-view);
+}
+.jp-TrustedIcon {
+  background-image: var(--jp-icon-trusted);
+}
+.jp-UndoIcon {
+  background-image: var(--jp-icon-undo);
+}
+.jp-VegaIcon {
+  background-image: var(--jp-icon-vega);
+}
+.jp-YamlIcon {
+  background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+.jp-Icon,
+.jp-MaterialIcon {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-cover {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-18 {
+  background-size: 18px;
+  min-width: 18px;
+  min-height: 18px;
+}
+
+.jp-Icon-20 {
+  background-size: 20px;
+  min-width: 20px;
+  min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-accent1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-accent2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-accent3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-accent4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-accent1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-accent2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-accent3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-accent4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+  fill: none;
+}
+
+.jp-icon-none[stroke] {
+  stroke: none;
+}
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+  fill: var(--jp-brand-color0);
+}
+.jp-icon-brand1[fill] {
+  fill: var(--jp-brand-color1);
+}
+.jp-icon-brand2[fill] {
+  fill: var(--jp-brand-color2);
+}
+.jp-icon-brand3[fill] {
+  fill: var(--jp-brand-color3);
+}
+.jp-icon-brand4[fill] {
+  fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+  stroke: var(--jp-brand-color0);
+}
+.jp-icon-brand1[stroke] {
+  stroke: var(--jp-brand-color1);
+}
+.jp-icon-brand2[stroke] {
+  stroke: var(--jp-brand-color2);
+}
+.jp-icon-brand3[stroke] {
+  stroke: var(--jp-brand-color3);
+}
+.jp-icon-brand4[stroke] {
+  stroke: var(--jp-brand-color4);
+}
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+  fill: var(--jp-warn-color0);
+}
+.jp-icon-warn1[fill] {
+  fill: var(--jp-warn-color1);
+}
+.jp-icon-warn2[fill] {
+  fill: var(--jp-warn-color2);
+}
+.jp-icon-warn3[fill] {
+  fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+  stroke: var(--jp-warn-color0);
+}
+.jp-icon-warn1[stroke] {
+  stroke: var(--jp-warn-color1);
+}
+.jp-icon-warn2[stroke] {
+  stroke: var(--jp-warn-color2);
+}
+.jp-icon-warn3[stroke] {
+  stroke: var(--jp-warn-color3);
+}
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+  fill: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[fill] {
+  fill: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[fill] {
+  fill: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[fill] {
+  fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+  stroke: var(--jp-icon-contrast-color0);
+}
+.jp-icon-contrast1[stroke] {
+  stroke: var(--jp-icon-contrast-color1);
+}
+.jp-icon-contrast2[stroke] {
+  stroke: var(--jp-icon-contrast-color2);
+}
+.jp-icon-contrast3[stroke] {
+  stroke: var(--jp-icon-contrast-color3);
+}
+
+/* CSS for icons in selected items in the settings editor */
+#setting-editor .jp-PluginList .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+#setting-editor
+  .jp-PluginList
+  .jp-mod-selected
+  .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* CSS for icons in selected tabs in the sidebar tab manager */
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#tab-manager .lm-TabBar-tab.jp-mod-active .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-active
+  .jp-icon-hover
+  :hover
+  .jp-icon-selectable-inverse[fill] {
+  fill: #fff;
+}
+
+/**
+ * TODO: come up with non css-hack solution for showing the busy icon on top
+ *  of the close icon
+ * CSS for complex behavior of close icon of tabs in the sidebar tab manager
+ */
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+#tab-manager
+  .lm-TabBar-tab.jp-mod-dirty.jp-mod-active
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: #fff;
+}
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+*  of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+/* special handling for splash icon CSS. While the theme CSS reloads during
+   splash, the splash icon can loose theming. To prevent that, we set a
+   default for its color variable */
+:root {
+  --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+  margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-alt .jp-icon1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-alt .jp-icon2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-alt .jp-icon3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-alt .jp-icon4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-alt .jp-icon-accent1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-alt .jp-icon-accent2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-alt .jp-icon-accent3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-alt .jp-icon-accent4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) svg {
+  display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+  fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+  stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+  display: flex;
+  align-items: center;
+  padding-left: 4px;
+  padding-right: 4px;
+  font-size: var(--jp-ui-font-size1);
+  background-color: transparent;
+  color: var(--jp-ui-font-color1);
+  border: none;
+  height: 20px;
+}
+
+.jp-switch:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+  margin-right: 5px;
+}
+
+.jp-switch-track {
+  cursor: pointer;
+  background-color: var(--jp-border-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 34px;
+  height: 16px;
+  width: 35px;
+  position: relative;
+}
+
+.jp-switch-track::before {
+  content: '';
+  position: absolute;
+  height: 10px;
+  width: 10px;
+  margin: 3px;
+  left: 0px;
+  background-color: var(--jp-ui-inverse-font-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+  background-color: var(--jp-warn-color0);
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+  /* track width (35) - margins (3 + 3) - thumb width (10) */
+  left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+/* Override Blueprint's _reset.scss styles */
+html {
+  box-sizing: unset;
+}
+
+*,
+*::before,
+*::after {
+  box-sizing: unset;
+}
+
+body {
+  color: unset;
+  font-family: var(--jp-ui-font-family);
+}
+
+p {
+  margin-top: unset;
+  margin-bottom: unset;
+}
+
+small {
+  font-size: unset;
+}
+
+strong {
+  font-weight: unset;
+}
+
+/* Override Blueprint's _typography.scss styles */
+a {
+  text-decoration: unset;
+  color: unset;
+}
+a:hover {
+  text-decoration: unset;
+  color: unset;
+}
+
+/* Override Blueprint's _accessibility.scss styles */
+:focus {
+  outline: unset;
+  outline-offset: unset;
+  -moz-outline-radius: unset;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+  border-radius: var(--jp-border-radius);
+  padding: 0px 12px;
+  font-size: var(--jp-ui-font-size1);
+}
+
+/* Use our own theme for hover styles */
+button.jp-Button.bp3-button.bp3-minimal:hover {
+  background-color: var(--jp-layout-color2);
+}
+.jp-Button.minimal {
+  color: unset !important;
+}
+
+.jp-Button.jp-ToolbarButtonComponent {
+  text-transform: none;
+}
+
+.jp-InputGroup input {
+  box-sizing: border-box;
+  border-radius: 0;
+  background-color: transparent;
+  color: var(--jp-ui-font-color0);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.jp-InputGroup input:focus {
+  box-shadow: inset 0 0 0 var(--jp-border-width)
+      var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+  color: var(--jp-ui-font-color3);
+}
+
+.jp-BPIcon {
+  display: inline-block;
+  vertical-align: middle;
+  margin: auto;
+}
+
+/* Stop blueprint futzing with our icon fills */
+.bp3-icon.jp-BPIcon > svg:not([fill]) {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-InputGroupAction {
+  padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+  background-color: initial;
+  border: none;
+  border-radius: 0;
+  box-shadow: none;
+  color: var(--jp-ui-font-color0);
+  display: block;
+  font-size: var(--jp-ui-font-size1);
+  height: 24px;
+  line-height: 14px;
+  padding: 0 25px 0 10px;
+  text-align: left;
+  -moz-appearance: none;
+  -webkit-appearance: none;
+}
+
+/* Use our own theme for hover and option styles */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color0);
+}
+select {
+  box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+  border-top: 1px solid var(--jp-border-color2);
+  border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-Collapse-header {
+  padding: 1px 12px;
+  color: var(--jp-ui-font-color1);
+  background-color: var(--jp-layout-color1);
+  font-size: var(--jp-ui-font-size2);
+}
+
+.jp-Collapse-header:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-Collapse-contents {
+  padding: 0px 12px 0px 12px;
+  background-color: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+  padding-bottom: 0px;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+  position: absolute;
+  z-index: 10000;
+  top: 38px;
+  left: 30%;
+  margin: 0;
+  padding: 4px;
+  width: 40%;
+  box-shadow: var(--jp-elevation-z4);
+  border-radius: 4px;
+  background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+  max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+  margin-left: 4px;
+  margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+  .lm-CommandPalette
+  .lm-CommandPalette-item.lm-mod-disabled {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+  padding: 4px;
+  background-color: var(--jp-layout-color1);
+  z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+  overflow: overlay;
+  padding: 0px 9px;
+  background-color: var(--jp-input-active-background);
+  height: 30px;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-SearchIconGroup {
+  color: white;
+  background-color: var(--jp-brand-color1);
+  position: absolute;
+  top: 4px;
+  right: 4px;
+  padding: 5px 5px 1px 5px;
+}
+
+.jp-SearchIconGroup svg {
+  height: 20px;
+  width: 20px;
+}
+
+.jp-SearchIconGroup .jp-icon3[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-input {
+  background: transparent;
+  width: calc(100% - 18px);
+  float: left;
+  border: none;
+  outline: none;
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  line-height: var(--jp-private-commandpalette-search-height);
+}
+
+.lm-CommandPalette-input::-webkit-input-placeholder,
+.lm-CommandPalette-input::-moz-placeholder,
+.lm-CommandPalette-input:-ms-input-placeholder {
+  color: var(--jp-ui-font-color2);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+  margin-top: 0px;
+}
+
+.lm-CommandPalette-header {
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin-top: 8px;
+  padding: 8px 0 8px 12px;
+  text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+  background-color: transparent;
+  font-weight: bold;
+  color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+  padding: 4px 12px 4px 4px;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  font-weight: 400;
+  display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-itemContent {
+  overflow: hidden;
+}
+
+.lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled mark {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
+  margin: 0 4px 0 0;
+  position: relative;
+  width: 16px;
+  top: 2px;
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
+  opacity: 0.6;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+  display: none;
+}
+
+.lm-CommandPalette-content {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty:after {
+  content: 'No results';
+  margin: auto;
+  margin-top: 20px;
+  width: 100px;
+  display: block;
+  font-size: var(--jp-ui-font-size2);
+  font-family: var(--jp-ui-font-family);
+  font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+  text-align: center;
+  margin-top: 24px;
+  line-height: 1.32;
+  padding: 0px 8px;
+  color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+  position: absolute;
+  z-index: 10000;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  top: 0px;
+  left: 0px;
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+  display: flex;
+  flex-direction: column;
+  margin-left: auto;
+  margin-right: auto;
+  background: var(--jp-layout-color1);
+  padding: 24px;
+  padding-bottom: 12px;
+  min-width: 300px;
+  min-height: 150px;
+  max-width: 1000px;
+  max-height: 500px;
+  box-sizing: border-box;
+  box-shadow: var(--jp-elevation-z20);
+  word-wrap: break-word;
+  border-radius: var(--jp-border-radius);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color1);
+  resize: both;
+}
+
+.jp-Dialog-button {
+  overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+  outline: 1px solid var(--jp-brand-color1);
+  outline-offset: 4px;
+  -moz-outline-radius: 0px;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+  border: 0;
+}
+
+button.jp-Dialog-close-button {
+  padding: 0;
+  height: 100%;
+  min-width: unset;
+  min-height: unset;
+}
+
+.jp-Dialog-header {
+  display: flex;
+  justify-content: space-between;
+  flex: 0 0 auto;
+  padding-bottom: 12px;
+  font-size: var(--jp-ui-font-size3);
+  font-weight: 400;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-body {
+  display: flex;
+  flex-direction: column;
+  flex: 1 1 auto;
+  font-size: var(--jp-ui-font-size1);
+  background: var(--jp-layout-color1);
+  overflow: auto;
+}
+
+.jp-Dialog-footer {
+  display: flex;
+  flex-direction: row;
+  justify-content: flex-end;
+  flex: 0 0 auto;
+  margin-left: -12px;
+  margin-right: -12px;
+  padding: 12px;
+}
+
+.jp-Dialog-title {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+  width: 100%;
+}
+
+.jp-Dialog-body > button {
+  padding: 0px 16px;
+}
+
+.jp-Dialog-body > label {
+  line-height: 1.4;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+  margin-right: 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+  position: fixed;
+}
+
+.jp-HoverBox.jp-mod-outofview {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-IFrame > iframe {
+  border: none;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+.jp-Input-Boolean-Dialog {
+  flex-direction: row-reverse;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-Input-Boolean-Dialog > label {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+  outline: none;
+}
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+  --md-red-50: #ffebee;
+  --md-red-100: #ffcdd2;
+  --md-red-200: #ef9a9a;
+  --md-red-300: #e57373;
+  --md-red-400: #ef5350;
+  --md-red-500: #f44336;
+  --md-red-600: #e53935;
+  --md-red-700: #d32f2f;
+  --md-red-800: #c62828;
+  --md-red-900: #b71c1c;
+  --md-red-A100: #ff8a80;
+  --md-red-A200: #ff5252;
+  --md-red-A400: #ff1744;
+  --md-red-A700: #d50000;
+
+  --md-pink-50: #fce4ec;
+  --md-pink-100: #f8bbd0;
+  --md-pink-200: #f48fb1;
+  --md-pink-300: #f06292;
+  --md-pink-400: #ec407a;
+  --md-pink-500: #e91e63;
+  --md-pink-600: #d81b60;
+  --md-pink-700: #c2185b;
+  --md-pink-800: #ad1457;
+  --md-pink-900: #880e4f;
+  --md-pink-A100: #ff80ab;
+  --md-pink-A200: #ff4081;
+  --md-pink-A400: #f50057;
+  --md-pink-A700: #c51162;
+
+  --md-purple-50: #f3e5f5;
+  --md-purple-100: #e1bee7;
+  --md-purple-200: #ce93d8;
+  --md-purple-300: #ba68c8;
+  --md-purple-400: #ab47bc;
+  --md-purple-500: #9c27b0;
+  --md-purple-600: #8e24aa;
+  --md-purple-700: #7b1fa2;
+  --md-purple-800: #6a1b9a;
+  --md-purple-900: #4a148c;
+  --md-purple-A100: #ea80fc;
+  --md-purple-A200: #e040fb;
+  --md-purple-A400: #d500f9;
+  --md-purple-A700: #aa00ff;
+
+  --md-deep-purple-50: #ede7f6;
+  --md-deep-purple-100: #d1c4e9;
+  --md-deep-purple-200: #b39ddb;
+  --md-deep-purple-300: #9575cd;
+  --md-deep-purple-400: #7e57c2;
+  --md-deep-purple-500: #673ab7;
+  --md-deep-purple-600: #5e35b1;
+  --md-deep-purple-700: #512da8;
+  --md-deep-purple-800: #4527a0;
+  --md-deep-purple-900: #311b92;
+  --md-deep-purple-A100: #b388ff;
+  --md-deep-purple-A200: #7c4dff;
+  --md-deep-purple-A400: #651fff;
+  --md-deep-purple-A700: #6200ea;
+
+  --md-indigo-50: #e8eaf6;
+  --md-indigo-100: #c5cae9;
+  --md-indigo-200: #9fa8da;
+  --md-indigo-300: #7986cb;
+  --md-indigo-400: #5c6bc0;
+  --md-indigo-500: #3f51b5;
+  --md-indigo-600: #3949ab;
+  --md-indigo-700: #303f9f;
+  --md-indigo-800: #283593;
+  --md-indigo-900: #1a237e;
+  --md-indigo-A100: #8c9eff;
+  --md-indigo-A200: #536dfe;
+  --md-indigo-A400: #3d5afe;
+  --md-indigo-A700: #304ffe;
+
+  --md-blue-50: #e3f2fd;
+  --md-blue-100: #bbdefb;
+  --md-blue-200: #90caf9;
+  --md-blue-300: #64b5f6;
+  --md-blue-400: #42a5f5;
+  --md-blue-500: #2196f3;
+  --md-blue-600: #1e88e5;
+  --md-blue-700: #1976d2;
+  --md-blue-800: #1565c0;
+  --md-blue-900: #0d47a1;
+  --md-blue-A100: #82b1ff;
+  --md-blue-A200: #448aff;
+  --md-blue-A400: #2979ff;
+  --md-blue-A700: #2962ff;
+
+  --md-light-blue-50: #e1f5fe;
+  --md-light-blue-100: #b3e5fc;
+  --md-light-blue-200: #81d4fa;
+  --md-light-blue-300: #4fc3f7;
+  --md-light-blue-400: #29b6f6;
+  --md-light-blue-500: #03a9f4;
+  --md-light-blue-600: #039be5;
+  --md-light-blue-700: #0288d1;
+  --md-light-blue-800: #0277bd;
+  --md-light-blue-900: #01579b;
+  --md-light-blue-A100: #80d8ff;
+  --md-light-blue-A200: #40c4ff;
+  --md-light-blue-A400: #00b0ff;
+  --md-light-blue-A700: #0091ea;
+
+  --md-cyan-50: #e0f7fa;
+  --md-cyan-100: #b2ebf2;
+  --md-cyan-200: #80deea;
+  --md-cyan-300: #4dd0e1;
+  --md-cyan-400: #26c6da;
+  --md-cyan-500: #00bcd4;
+  --md-cyan-600: #00acc1;
+  --md-cyan-700: #0097a7;
+  --md-cyan-800: #00838f;
+  --md-cyan-900: #006064;
+  --md-cyan-A100: #84ffff;
+  --md-cyan-A200: #18ffff;
+  --md-cyan-A400: #00e5ff;
+  --md-cyan-A700: #00b8d4;
+
+  --md-teal-50: #e0f2f1;
+  --md-teal-100: #b2dfdb;
+  --md-teal-200: #80cbc4;
+  --md-teal-300: #4db6ac;
+  --md-teal-400: #26a69a;
+  --md-teal-500: #009688;
+  --md-teal-600: #00897b;
+  --md-teal-700: #00796b;
+  --md-teal-800: #00695c;
+  --md-teal-900: #004d40;
+  --md-teal-A100: #a7ffeb;
+  --md-teal-A200: #64ffda;
+  --md-teal-A400: #1de9b6;
+  --md-teal-A700: #00bfa5;
+
+  --md-green-50: #e8f5e9;
+  --md-green-100: #c8e6c9;
+  --md-green-200: #a5d6a7;
+  --md-green-300: #81c784;
+  --md-green-400: #66bb6a;
+  --md-green-500: #4caf50;
+  --md-green-600: #43a047;
+  --md-green-700: #388e3c;
+  --md-green-800: #2e7d32;
+  --md-green-900: #1b5e20;
+  --md-green-A100: #b9f6ca;
+  --md-green-A200: #69f0ae;
+  --md-green-A400: #00e676;
+  --md-green-A700: #00c853;
+
+  --md-light-green-50: #f1f8e9;
+  --md-light-green-100: #dcedc8;
+  --md-light-green-200: #c5e1a5;
+  --md-light-green-300: #aed581;
+  --md-light-green-400: #9ccc65;
+  --md-light-green-500: #8bc34a;
+  --md-light-green-600: #7cb342;
+  --md-light-green-700: #689f38;
+  --md-light-green-800: #558b2f;
+  --md-light-green-900: #33691e;
+  --md-light-green-A100: #ccff90;
+  --md-light-green-A200: #b2ff59;
+  --md-light-green-A400: #76ff03;
+  --md-light-green-A700: #64dd17;
+
+  --md-lime-50: #f9fbe7;
+  --md-lime-100: #f0f4c3;
+  --md-lime-200: #e6ee9c;
+  --md-lime-300: #dce775;
+  --md-lime-400: #d4e157;
+  --md-lime-500: #cddc39;
+  --md-lime-600: #c0ca33;
+  --md-lime-700: #afb42b;
+  --md-lime-800: #9e9d24;
+  --md-lime-900: #827717;
+  --md-lime-A100: #f4ff81;
+  --md-lime-A200: #eeff41;
+  --md-lime-A400: #c6ff00;
+  --md-lime-A700: #aeea00;
+
+  --md-yellow-50: #fffde7;
+  --md-yellow-100: #fff9c4;
+  --md-yellow-200: #fff59d;
+  --md-yellow-300: #fff176;
+  --md-yellow-400: #ffee58;
+  --md-yellow-500: #ffeb3b;
+  --md-yellow-600: #fdd835;
+  --md-yellow-700: #fbc02d;
+  --md-yellow-800: #f9a825;
+  --md-yellow-900: #f57f17;
+  --md-yellow-A100: #ffff8d;
+  --md-yellow-A200: #ffff00;
+  --md-yellow-A400: #ffea00;
+  --md-yellow-A700: #ffd600;
+
+  --md-amber-50: #fff8e1;
+  --md-amber-100: #ffecb3;
+  --md-amber-200: #ffe082;
+  --md-amber-300: #ffd54f;
+  --md-amber-400: #ffca28;
+  --md-amber-500: #ffc107;
+  --md-amber-600: #ffb300;
+  --md-amber-700: #ffa000;
+  --md-amber-800: #ff8f00;
+  --md-amber-900: #ff6f00;
+  --md-amber-A100: #ffe57f;
+  --md-amber-A200: #ffd740;
+  --md-amber-A400: #ffc400;
+  --md-amber-A700: #ffab00;
+
+  --md-orange-50: #fff3e0;
+  --md-orange-100: #ffe0b2;
+  --md-orange-200: #ffcc80;
+  --md-orange-300: #ffb74d;
+  --md-orange-400: #ffa726;
+  --md-orange-500: #ff9800;
+  --md-orange-600: #fb8c00;
+  --md-orange-700: #f57c00;
+  --md-orange-800: #ef6c00;
+  --md-orange-900: #e65100;
+  --md-orange-A100: #ffd180;
+  --md-orange-A200: #ffab40;
+  --md-orange-A400: #ff9100;
+  --md-orange-A700: #ff6d00;
+
+  --md-deep-orange-50: #fbe9e7;
+  --md-deep-orange-100: #ffccbc;
+  --md-deep-orange-200: #ffab91;
+  --md-deep-orange-300: #ff8a65;
+  --md-deep-orange-400: #ff7043;
+  --md-deep-orange-500: #ff5722;
+  --md-deep-orange-600: #f4511e;
+  --md-deep-orange-700: #e64a19;
+  --md-deep-orange-800: #d84315;
+  --md-deep-orange-900: #bf360c;
+  --md-deep-orange-A100: #ff9e80;
+  --md-deep-orange-A200: #ff6e40;
+  --md-deep-orange-A400: #ff3d00;
+  --md-deep-orange-A700: #dd2c00;
+
+  --md-brown-50: #efebe9;
+  --md-brown-100: #d7ccc8;
+  --md-brown-200: #bcaaa4;
+  --md-brown-300: #a1887f;
+  --md-brown-400: #8d6e63;
+  --md-brown-500: #795548;
+  --md-brown-600: #6d4c41;
+  --md-brown-700: #5d4037;
+  --md-brown-800: #4e342e;
+  --md-brown-900: #3e2723;
+
+  --md-grey-50: #fafafa;
+  --md-grey-100: #f5f5f5;
+  --md-grey-200: #eeeeee;
+  --md-grey-300: #e0e0e0;
+  --md-grey-400: #bdbdbd;
+  --md-grey-500: #9e9e9e;
+  --md-grey-600: #757575;
+  --md-grey-700: #616161;
+  --md-grey-800: #424242;
+  --md-grey-900: #212121;
+
+  --md-blue-grey-50: #eceff1;
+  --md-blue-grey-100: #cfd8dc;
+  --md-blue-grey-200: #b0bec5;
+  --md-blue-grey-300: #90a4ae;
+  --md-blue-grey-400: #78909c;
+  --md-blue-grey-500: #607d8b;
+  --md-blue-grey-600: #546e7a;
+  --md-blue-grey-700: #455a64;
+  --md-blue-grey-800: #37474f;
+  --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+  position: absolute;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  z-index: 10;
+  left: 0;
+  top: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-layout-color0);
+  outline: none;
+}
+
+.jp-SpinnerContent {
+  font-size: 10px;
+  margin: 50px auto;
+  text-indent: -9999em;
+  width: 3em;
+  height: 3em;
+  border-radius: 50%;
+  background: var(--jp-brand-color3);
+  background: linear-gradient(
+    to right,
+    #f37626 10%,
+    rgba(255, 255, 255, 0) 42%
+  );
+  position: relative;
+  animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent:before {
+  width: 50%;
+  height: 50%;
+  background: #f37626;
+  border-radius: 100% 0 0 0;
+  position: absolute;
+  top: 0;
+  left: 0;
+  content: '';
+}
+
+.jp-SpinnerContent:after {
+  background: var(--jp-layout-color0);
+  width: 75%;
+  height: 75%;
+  border-radius: 50%;
+  content: '';
+  margin: auto;
+  position: absolute;
+  top: 0;
+  left: 0;
+  bottom: 0;
+  right: 0;
+}
+
+@keyframes fadeIn {
+  0% {
+    opacity: 0;
+  }
+  100% {
+    opacity: 1;
+  }
+}
+
+@keyframes load3 {
+  0% {
+    transform: rotate(0deg);
+  }
+  100% {
+    transform: rotate(360deg);
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: none;
+  box-sizing: border-box;
+  text-align: center;
+  line-height: 32px;
+  height: 32px;
+  padding: 0px 12px;
+  letter-spacing: 0.8px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+  background: var(--jp-input-background);
+  height: 28px;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+  padding-left: 7px;
+  padding-right: 7px;
+  font-size: var(--jp-ui-font-size2);
+  color: var(--jp-ui-font-color0);
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input[type='checkbox'].jp-mod-styled {
+  appearance: checkbox;
+  -webkit-appearance: checkbox;
+  -moz-appearance: checkbox;
+  height: auto;
+}
+
+input.jp-mod-styled:focus {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-FileDialog-Checkbox {
+  margin-top: 35px;
+  display: flex;
+  flex-direction: row;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-FileDialog-Checkbox > label {
+  flex: 1 1 auto;
+}
+
+.jp-select-wrapper {
+  display: flex;
+  position: relative;
+  flex-direction: column;
+  padding: 1px;
+  background-color: var(--jp-layout-color1);
+  height: 28px;
+  box-sizing: border-box;
+  margin-bottom: 12px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+  background-color: var(--jp-layout-color1);
+  cursor: pointer;
+  color: var(--jp-ui-font-color0);
+  background-color: var(--jp-input-hover-background);
+  box-shadow: inset 0 0px 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+  flex: 1 1 auto;
+  height: 32px;
+  width: 100%;
+  font-size: var(--jp-ui-font-size2);
+  background: var(--jp-input-background);
+  color: var(--jp-ui-font-color0);
+  padding: 0 25px 0 8px;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toolbar-height: calc(
+    28px + var(--jp-border-width)
+  ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+  color: var(--jp-ui-font-color1);
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: 2px;
+  z-index: 1;
+  overflow-x: auto;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+  display: inline-block;
+  width: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  display: flex;
+  padding-left: 1px;
+  padding-right: 1px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: var(--jp-private-toolbar-height);
+  height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+  color: transparent;
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px;
+  margin: 0px;
+}
+
+button.jp-ToolbarButtonComponent {
+  background: var(--jp-layout-color1);
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0px 6px;
+  margin: 0px;
+  height: 24px;
+  border-radius: var(--jp-border-radius);
+  display: flex;
+  align-items: center;
+  text-align: center;
+  font-size: 14px;
+  min-width: unset;
+  min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+  opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent span {
+  padding: 0px;
+  flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+  font-size: var(--jp-ui-font-size1);
+  line-height: 100%;
+  padding-left: 2px;
+  color: var(--jp-ui-font-color1);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar.jp-Toolbar-micro {
+  padding: 0;
+  min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar {
+  border: none;
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+
+/* <DEPRECATED> */ body.p-mod-override-cursor *, /* </DEPRECATED> */
+body.lm-mod-override-cursor * {
+  cursor: inherit !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+}
+
+.jp-JSONEditor-host {
+  flex: 1 1 auto;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0px;
+  background: var(--jp-layout-color0);
+  min-height: 50px;
+  padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+  border-color: red;
+  outline-color: red;
+}
+
+.jp-JSONEditor-header {
+  display: flex;
+  flex: 1 0 auto;
+  padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+  flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+  height: 16px;
+  width: 16px;
+  background-size: 18px;
+  background-repeat: no-repeat;
+  background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+  background-color: var(--jp-input-active-background);
+  border: 1px solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+/* BASICS */
+
+.CodeMirror {
+  /* Set height, width, borders, and global font properties here */
+  font-family: monospace;
+  height: 300px;
+  color: black;
+  direction: ltr;
+}
+
+/* PADDING */
+
+.CodeMirror-lines {
+  padding: 4px 0; /* Vertical padding around content */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  padding: 0 4px; /* Horizontal padding of content */
+}
+
+.CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  background-color: white; /* The little square between H and V scrollbars */
+}
+
+/* GUTTER */
+
+.CodeMirror-gutters {
+  border-right: 1px solid #ddd;
+  background-color: #f7f7f7;
+  white-space: nowrap;
+}
+.CodeMirror-linenumbers {}
+.CodeMirror-linenumber {
+  padding: 0 3px 0 5px;
+  min-width: 20px;
+  text-align: right;
+  color: #999;
+  white-space: nowrap;
+}
+
+.CodeMirror-guttermarker { color: black; }
+.CodeMirror-guttermarker-subtle { color: #999; }
+
+/* CURSOR */
+
+.CodeMirror-cursor {
+  border-left: 1px solid black;
+  border-right: none;
+  width: 0;
+}
+/* Shown when moving in bi-directional text */
+.CodeMirror div.CodeMirror-secondarycursor {
+  border-left: 1px solid silver;
+}
+.cm-fat-cursor .CodeMirror-cursor {
+  width: auto;
+  border: 0 !important;
+  background: #7e7;
+}
+.cm-fat-cursor div.CodeMirror-cursors {
+  z-index: 1;
+}
+.cm-fat-cursor-mark {
+  background-color: rgba(20, 255, 20, 0.5);
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+}
+.cm-animate-fat-cursor {
+  width: auto;
+  border: 0;
+  -webkit-animation: blink 1.06s steps(1) infinite;
+  -moz-animation: blink 1.06s steps(1) infinite;
+  animation: blink 1.06s steps(1) infinite;
+  background-color: #7e7;
+}
+@-moz-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@-webkit-keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+@keyframes blink {
+  0% {}
+  50% { background-color: transparent; }
+  100% {}
+}
+
+/* Can style cursor different in overwrite (non-insert) mode */
+.CodeMirror-overwrite .CodeMirror-cursor {}
+
+.cm-tab { display: inline-block; text-decoration: inherit; }
+
+.CodeMirror-rulers {
+  position: absolute;
+  left: 0; right: 0; top: -50px; bottom: 0;
+  overflow: hidden;
+}
+.CodeMirror-ruler {
+  border-left: 1px solid #ccc;
+  top: 0; bottom: 0;
+  position: absolute;
+}
+
+/* DEFAULT THEME */
+
+.cm-s-default .cm-header {color: blue;}
+.cm-s-default .cm-quote {color: #090;}
+.cm-negative {color: #d44;}
+.cm-positive {color: #292;}
+.cm-header, .cm-strong {font-weight: bold;}
+.cm-em {font-style: italic;}
+.cm-link {text-decoration: underline;}
+.cm-strikethrough {text-decoration: line-through;}
+
+.cm-s-default .cm-keyword {color: #708;}
+.cm-s-default .cm-atom {color: #219;}
+.cm-s-default .cm-number {color: #164;}
+.cm-s-default .cm-def {color: #00f;}
+.cm-s-default .cm-variable,
+.cm-s-default .cm-punctuation,
+.cm-s-default .cm-property,
+.cm-s-default .cm-operator {}
+.cm-s-default .cm-variable-2 {color: #05a;}
+.cm-s-default .cm-variable-3, .cm-s-default .cm-type {color: #085;}
+.cm-s-default .cm-comment {color: #a50;}
+.cm-s-default .cm-string {color: #a11;}
+.cm-s-default .cm-string-2 {color: #f50;}
+.cm-s-default .cm-meta {color: #555;}
+.cm-s-default .cm-qualifier {color: #555;}
+.cm-s-default .cm-builtin {color: #30a;}
+.cm-s-default .cm-bracket {color: #997;}
+.cm-s-default .cm-tag {color: #170;}
+.cm-s-default .cm-attribute {color: #00c;}
+.cm-s-default .cm-hr {color: #999;}
+.cm-s-default .cm-link {color: #00c;}
+
+.cm-s-default .cm-error {color: #f00;}
+.cm-invalidchar {color: #f00;}
+
+.CodeMirror-composing { border-bottom: 2px solid; }
+
+/* Default styles for common addons */
+
+div.CodeMirror span.CodeMirror-matchingbracket {color: #0b0;}
+div.CodeMirror span.CodeMirror-nonmatchingbracket {color: #a22;}
+.CodeMirror-matchingtag { background: rgba(255, 150, 0, .3); }
+.CodeMirror-activeline-background {background: #e8f2ff;}
+
+/* STOP */
+
+/* The rest of this file contains styles related to the mechanics of
+   the editor. You probably shouldn't touch them. */
+
+.CodeMirror {
+  position: relative;
+  overflow: hidden;
+  background: white;
+}
+
+.CodeMirror-scroll {
+  overflow: scroll !important; /* Things will break if this is overridden */
+  /* 50px is the magic margin used to hide the element's real scrollbars */
+  /* See overflow: hidden in .CodeMirror */
+  margin-bottom: -50px; margin-right: -50px;
+  padding-bottom: 50px;
+  height: 100%;
+  outline: none; /* Prevent dragging from highlighting the element */
+  position: relative;
+}
+.CodeMirror-sizer {
+  position: relative;
+  border-right: 50px solid transparent;
+}
+
+/* The fake, visible scrollbars. Used to force redraw during scrolling
+   before actual scrolling happens, thus preventing shaking and
+   flickering artifacts. */
+.CodeMirror-vscrollbar, .CodeMirror-hscrollbar, .CodeMirror-scrollbar-filler, .CodeMirror-gutter-filler {
+  position: absolute;
+  z-index: 6;
+  display: none;
+  outline: none;
+}
+.CodeMirror-vscrollbar {
+  right: 0; top: 0;
+  overflow-x: hidden;
+  overflow-y: scroll;
+}
+.CodeMirror-hscrollbar {
+  bottom: 0; left: 0;
+  overflow-y: hidden;
+  overflow-x: scroll;
+}
+.CodeMirror-scrollbar-filler {
+  right: 0; bottom: 0;
+}
+.CodeMirror-gutter-filler {
+  left: 0; bottom: 0;
+}
+
+.CodeMirror-gutters {
+  position: absolute; left: 0; top: 0;
+  min-height: 100%;
+  z-index: 3;
+}
+.CodeMirror-gutter {
+  white-space: normal;
+  height: 100%;
+  display: inline-block;
+  vertical-align: top;
+  margin-bottom: -50px;
+}
+.CodeMirror-gutter-wrapper {
+  position: absolute;
+  z-index: 4;
+  background: none !important;
+  border: none !important;
+}
+.CodeMirror-gutter-background {
+  position: absolute;
+  top: 0; bottom: 0;
+  z-index: 4;
+}
+.CodeMirror-gutter-elt {
+  position: absolute;
+  cursor: default;
+  z-index: 4;
+}
+.CodeMirror-gutter-wrapper ::selection { background-color: transparent }
+.CodeMirror-gutter-wrapper ::-moz-selection { background-color: transparent }
+
+.CodeMirror-lines {
+  cursor: text;
+  min-height: 1px; /* prevents collapsing before first draw */
+}
+.CodeMirror pre.CodeMirror-line,
+.CodeMirror pre.CodeMirror-line-like {
+  /* Reset some styles that the rest of the page might have set */
+  -moz-border-radius: 0; -webkit-border-radius: 0; border-radius: 0;
+  border-width: 0;
+  background: transparent;
+  font-family: inherit;
+  font-size: inherit;
+  margin: 0;
+  white-space: pre;
+  word-wrap: normal;
+  line-height: inherit;
+  color: inherit;
+  z-index: 2;
+  position: relative;
+  overflow: visible;
+  -webkit-tap-highlight-color: transparent;
+  -webkit-font-variant-ligatures: contextual;
+  font-variant-ligatures: contextual;
+}
+.CodeMirror-wrap pre.CodeMirror-line,
+.CodeMirror-wrap pre.CodeMirror-line-like {
+  word-wrap: break-word;
+  white-space: pre-wrap;
+  word-break: normal;
+}
+
+.CodeMirror-linebackground {
+  position: absolute;
+  left: 0; right: 0; top: 0; bottom: 0;
+  z-index: 0;
+}
+
+.CodeMirror-linewidget {
+  position: relative;
+  z-index: 2;
+  padding: 0.1px; /* Force widget margins to stay inside of the container */
+}
+
+.CodeMirror-widget {}
+
+.CodeMirror-rtl pre { direction: rtl; }
+
+.CodeMirror-code {
+  outline: none;
+}
+
+/* Force content-box sizing for the elements where we expect it */
+.CodeMirror-scroll,
+.CodeMirror-sizer,
+.CodeMirror-gutter,
+.CodeMirror-gutters,
+.CodeMirror-linenumber {
+  -moz-box-sizing: content-box;
+  box-sizing: content-box;
+}
+
+.CodeMirror-measure {
+  position: absolute;
+  width: 100%;
+  height: 0;
+  overflow: hidden;
+  visibility: hidden;
+}
+
+.CodeMirror-cursor {
+  position: absolute;
+  pointer-events: none;
+}
+.CodeMirror-measure pre { position: static; }
+
+div.CodeMirror-cursors {
+  visibility: hidden;
+  position: relative;
+  z-index: 3;
+}
+div.CodeMirror-dragcursors {
+  visibility: visible;
+}
+
+.CodeMirror-focused div.CodeMirror-cursors {
+  visibility: visible;
+}
+
+.CodeMirror-selected { background: #d9d9d9; }
+.CodeMirror-focused .CodeMirror-selected { background: #d7d4f0; }
+.CodeMirror-crosshair { cursor: crosshair; }
+.CodeMirror-line::selection, .CodeMirror-line > span::selection, .CodeMirror-line > span > span::selection { background: #d7d4f0; }
+.CodeMirror-line::-moz-selection, .CodeMirror-line > span::-moz-selection, .CodeMirror-line > span > span::-moz-selection { background: #d7d4f0; }
+
+.cm-searching {
+  background-color: #ffa;
+  background-color: rgba(255, 255, 0, .4);
+}
+
+/* Used to force a border model for a node */
+.cm-force-border { padding-right: .1px; }
+
+@media print {
+  /* Hide the cursor when printing */
+  .CodeMirror div.CodeMirror-cursors {
+    visibility: hidden;
+  }
+}
+
+/* See issue #2901 */
+.cm-tab-wrap-hack:after { content: ''; }
+
+/* Help users use markselection to safely style text background */
+span.CodeMirror-selectedtext { background: none; }
+
+.CodeMirror-dialog {
+  position: absolute;
+  left: 0; right: 0;
+  background: inherit;
+  z-index: 15;
+  padding: .1em .8em;
+  overflow: hidden;
+  color: inherit;
+}
+
+.CodeMirror-dialog-top {
+  border-bottom: 1px solid #eee;
+  top: 0;
+}
+
+.CodeMirror-dialog-bottom {
+  border-top: 1px solid #eee;
+  bottom: 0;
+}
+
+.CodeMirror-dialog input {
+  border: none;
+  outline: none;
+  background: transparent;
+  width: 20em;
+  color: inherit;
+  font-family: monospace;
+}
+
+.CodeMirror-dialog button {
+  font-size: 70%;
+}
+
+.CodeMirror-foldmarker {
+  color: blue;
+  text-shadow: #b9f 1px 1px 2px, #b9f -1px -1px 2px, #b9f 1px -1px 2px, #b9f -1px 1px 2px;
+  font-family: arial;
+  line-height: .3;
+  cursor: pointer;
+}
+.CodeMirror-foldgutter {
+  width: .7em;
+}
+.CodeMirror-foldgutter-open,
+.CodeMirror-foldgutter-folded {
+  cursor: pointer;
+}
+.CodeMirror-foldgutter-open:after {
+  content: "\25BE";
+}
+.CodeMirror-foldgutter-folded:after {
+  content: "\25B8";
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.CodeMirror {
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  border: 0;
+  border-radius: 0;
+  height: auto;
+  /* Changed to auto to autogrow */
+}
+
+.CodeMirror pre {
+  padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-dialog {
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* This causes https://github.com/jupyter/jupyterlab/issues/522 */
+/* May not cause it not because we changed it! */
+.CodeMirror-lines {
+  padding: var(--jp-code-padding) 0;
+}
+
+.CodeMirror-linenumber {
+  padding: 0 8px;
+}
+
+.jp-CodeMirrorEditor {
+  cursor: text;
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width1) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .CodeMirror-cursor {
+    border-left: var(--jp-code-cursor-width2) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+.CodeMirror.jp-mod-readOnly .CodeMirror-cursor {
+  display: none;
+}
+
+.CodeMirror-gutters {
+  border-right: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-layout-color0);
+}
+
+.jp-CollaboratorCursor {
+  border-left: 5px solid transparent;
+  border-right: 5px solid transparent;
+  border-top: none;
+  border-bottom: 3px solid;
+  background-clip: content-box;
+  margin-left: -5px;
+  margin-right: -5px;
+}
+
+.CodeMirror-selectedtext.cm-searching {
+  background-color: var(--jp-search-selected-match-background-color) !important;
+  color: var(--jp-search-selected-match-color) !important;
+}
+
+.cm-searching {
+  background-color: var(
+    --jp-search-unselected-match-background-color
+  ) !important;
+  color: var(--jp-search-unselected-match-color) !important;
+}
+
+.CodeMirror-focused .CodeMirror-selected {
+  background-color: var(--jp-editor-selected-focused-background);
+}
+
+.CodeMirror-selected {
+  background-color: var(--jp-editor-selected-background);
+}
+
+.jp-CollaboratorCursor-hover {
+  position: absolute;
+  z-index: 1;
+  transform: translateX(-50%);
+  color: white;
+  border-radius: 3px;
+  padding-left: 4px;
+  padding-right: 4px;
+  padding-top: 1px;
+  padding-bottom: 1px;
+  text-align: center;
+  font-size: var(--jp-ui-font-size1);
+  white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+  border-left: 1px dashed var(--jp-border-color2);
+}
+
+/**
+ * Here is our jupyter theme for CodeMirror syntax highlighting
+ * This is used in our marked.js syntax highlighting and CodeMirror itself
+ * The string "jupyter" is set in ../codemirror/widget.DEFAULT_CODEMIRROR_THEME
+ * This came from the classic notebook, which came form highlight.js/GitHub
+ */
+
+/**
+ * CodeMirror themes are handling the background/color in this way. This works
+ * fine for CodeMirror editors outside the notebook, but the notebook styles
+ * these things differently.
+ */
+.CodeMirror.cm-s-jupyter {
+  background: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+/* In the notebook, we want this styling to be handled by its container */
+.jp-CodeConsole .CodeMirror.cm-s-jupyter,
+.jp-Notebook .CodeMirror.cm-s-jupyter {
+  background: transparent;
+}
+
+.cm-s-jupyter .CodeMirror-cursor {
+  border-left: var(--jp-code-cursor-width0) solid var(--jp-editor-cursor-color);
+}
+.cm-s-jupyter span.cm-keyword {
+  color: var(--jp-mirror-editor-keyword-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-atom {
+  color: var(--jp-mirror-editor-atom-color);
+}
+.cm-s-jupyter span.cm-number {
+  color: var(--jp-mirror-editor-number-color);
+}
+.cm-s-jupyter span.cm-def {
+  color: var(--jp-mirror-editor-def-color);
+}
+.cm-s-jupyter span.cm-variable {
+  color: var(--jp-mirror-editor-variable-color);
+}
+.cm-s-jupyter span.cm-variable-2 {
+  color: var(--jp-mirror-editor-variable-2-color);
+}
+.cm-s-jupyter span.cm-variable-3 {
+  color: var(--jp-mirror-editor-variable-3-color);
+}
+.cm-s-jupyter span.cm-punctuation {
+  color: var(--jp-mirror-editor-punctuation-color);
+}
+.cm-s-jupyter span.cm-property {
+  color: var(--jp-mirror-editor-property-color);
+}
+.cm-s-jupyter span.cm-operator {
+  color: var(--jp-mirror-editor-operator-color);
+  font-weight: bold;
+}
+.cm-s-jupyter span.cm-comment {
+  color: var(--jp-mirror-editor-comment-color);
+  font-style: italic;
+}
+.cm-s-jupyter span.cm-string {
+  color: var(--jp-mirror-editor-string-color);
+}
+.cm-s-jupyter span.cm-string-2 {
+  color: var(--jp-mirror-editor-string-2-color);
+}
+.cm-s-jupyter span.cm-meta {
+  color: var(--jp-mirror-editor-meta-color);
+}
+.cm-s-jupyter span.cm-qualifier {
+  color: var(--jp-mirror-editor-qualifier-color);
+}
+.cm-s-jupyter span.cm-builtin {
+  color: var(--jp-mirror-editor-builtin-color);
+}
+.cm-s-jupyter span.cm-bracket {
+  color: var(--jp-mirror-editor-bracket-color);
+}
+.cm-s-jupyter span.cm-tag {
+  color: var(--jp-mirror-editor-tag-color);
+}
+.cm-s-jupyter span.cm-attribute {
+  color: var(--jp-mirror-editor-attribute-color);
+}
+.cm-s-jupyter span.cm-header {
+  color: var(--jp-mirror-editor-header-color);
+}
+.cm-s-jupyter span.cm-quote {
+  color: var(--jp-mirror-editor-quote-color);
+}
+.cm-s-jupyter span.cm-link {
+  color: var(--jp-mirror-editor-link-color);
+}
+.cm-s-jupyter span.cm-error {
+  color: var(--jp-mirror-editor-error-color);
+}
+.cm-s-jupyter span.cm-hr {
+  color: #999;
+}
+
+.cm-s-jupyter span.cm-tab {
+  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+  background-position: right;
+  background-repeat: no-repeat;
+}
+
+.cm-s-jupyter .CodeMirror-activeline-background,
+.cm-s-jupyter .CodeMirror-gutter {
+  background-color: var(--jp-layout-color2);
+}
+
+/* Styles for shared cursors (remote cursor locations and selected ranges) */
+.jp-CodeMirrorEditor .remote-caret {
+  position: relative;
+  border-left: 2px solid black;
+  margin-left: -1px;
+  margin-right: -1px;
+  box-sizing: border-box;
+}
+
+.jp-CodeMirrorEditor .remote-caret > div {
+  white-space: nowrap;
+  position: absolute;
+  top: -1.15em;
+  padding-bottom: 0.05em;
+  left: -2px;
+  font-size: 0.95em;
+  background-color: rgb(250, 129, 0);
+  font-family: var(--jp-ui-font-family);
+  font-weight: bold;
+  line-height: normal;
+  user-select: none;
+  color: white;
+  padding-left: 2px;
+  padding-right: 2px;
+  z-index: 3;
+  transition: opacity 0.3s ease-in-out;
+}
+
+.jp-CodeMirrorEditor .remote-caret.hide-name > div {
+  transition-delay: 0.7s;
+  opacity: 0;
+}
+
+.jp-CodeMirrorEditor .remote-caret:hover > div {
+  opacity: 1;
+  transition-delay: 0s;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+  /* This is the padding value to fill the gaps between lines containing spans with background color. */
+  --jp-private-code-span-padding: calc(
+    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+  );
+}
+
+.jp-RenderedText {
+  text-align: left;
+  padding-left: var(--jp-code-padding);
+  line-height: var(--jp-code-line-height);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+  border: none;
+  margin: 0px;
+  padding: 0px;
+}
+
+.jp-RenderedText pre a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+.jp-RenderedText pre a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+  color: #3e424d;
+}
+.jp-RenderedText pre .ansi-red-fg {
+  color: #e75c58;
+}
+.jp-RenderedText pre .ansi-green-fg {
+  color: #00a250;
+}
+.jp-RenderedText pre .ansi-yellow-fg {
+  color: #ddb62b;
+}
+.jp-RenderedText pre .ansi-blue-fg {
+  color: #208ffb;
+}
+.jp-RenderedText pre .ansi-magenta-fg {
+  color: #d160c4;
+}
+.jp-RenderedText pre .ansi-cyan-fg {
+  color: #60c6c8;
+}
+.jp-RenderedText pre .ansi-white-fg {
+  color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+  background-color: #3e424d;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-bg {
+  background-color: #e75c58;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-bg {
+  background-color: #00a250;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-bg {
+  background-color: #ddb62b;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-bg {
+  background-color: #208ffb;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-bg {
+  background-color: #d160c4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-bg {
+  background-color: #60c6c8;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-bg {
+  background-color: #c5c1b4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+  color: #282c36;
+}
+.jp-RenderedText pre .ansi-red-intense-fg {
+  color: #b22b31;
+}
+.jp-RenderedText pre .ansi-green-intense-fg {
+  color: #007427;
+}
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+  color: #b27d12;
+}
+.jp-RenderedText pre .ansi-blue-intense-fg {
+  color: #0065ca;
+}
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+  color: #a03196;
+}
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+  color: #258f8f;
+}
+.jp-RenderedText pre .ansi-white-intense-fg {
+  color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+  background-color: #282c36;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-red-intense-bg {
+  background-color: #b22b31;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-green-intense-bg {
+  background-color: #007427;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+  background-color: #b27d12;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-blue-intense-bg {
+  background-color: #0065ca;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+  background-color: #a03196;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+  background-color: #258f8f;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+.jp-RenderedText pre .ansi-white-intense-bg {
+  background-color: #a1a6b2;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+  color: var(--jp-ui-inverse-font-color0);
+}
+.jp-RenderedText pre .ansi-default-inverse-bg {
+  background-color: var(--jp-inverse-layout-color0);
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+  font-weight: bold;
+}
+.jp-RenderedText pre .ansi-underline {
+  text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+  background: var(--jp-rendermime-error-background);
+  padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+  padding: var(--jp-code-padding);
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-content-font-family);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+  padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+  font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+  text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+  line-height: var(--jp-content-heading-line-height);
+  font-weight: var(--jp-content-heading-font-weight);
+  font-style: normal;
+  margin: var(--jp-content-heading-margin-top) 0
+    var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+  font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+  font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+  font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+  font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+  font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+  padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+  list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+  list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+  list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+  list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+  list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+  list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+  margin-bottom: 0em;
+}
+
+.jp-RenderedHTMLCommon hr {
+  color: var(--jp-border-color2);
+  background-color: var(--jp-border-color1);
+  margin-top: 1em;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+  margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+  border: 0;
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  line-height: var(--jp-code-line-height);
+  padding: 0;
+  white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+  background-color: var(--jp-layout-color2);
+  padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+  border-collapse: collapse;
+  border-spacing: 0;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  font-size: 12px;
+  table-layout: fixed;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+  max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+  text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+  background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+  background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+  background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon table {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon p {
+  text-align: left;
+  margin: 0px;
+}
+
+.jp-RenderedHTMLCommon p {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+  -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+  display: block;
+  margin-left: 0;
+  margin-right: 0;
+  margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+/* ...or leave it untouched if they don't */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-dark-background {
+}
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-light-background {
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+  max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+  padding: var(--jp-notebook-padding);
+  border: var(--jp-border-width) solid transparent;
+  border-radius: var(--jp-border-radius);
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+  color: var(--jp-info-color0);
+  background-color: var(--jp-info-color3);
+  border-color: var(--jp-info-color2);
+}
+.jp-RenderedHTMLCommon .alert-info hr {
+  border-color: var(--jp-info-color3);
+}
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+  color: var(--jp-warn-color0);
+  background-color: var(--jp-warn-color3);
+  border-color: var(--jp-warn-color2);
+}
+.jp-RenderedHTMLCommon .alert-warning hr {
+  border-color: var(--jp-warn-color3);
+}
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+  color: var(--jp-success-color0);
+  background-color: var(--jp-success-color3);
+  border-color: var(--jp-success-color2);
+}
+.jp-RenderedHTMLCommon .alert-success hr {
+  border-color: var(--jp-success-color3);
+}
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+  color: var(--jp-error-color0);
+  background-color: var(--jp-error-color3);
+  border-color: var(--jp-error-color2);
+}
+.jp-RenderedHTMLCommon .alert-danger hr {
+  border-color: var(--jp-error-color3);
+}
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+  margin: 1em 2em;
+  padding: 0 1em;
+  border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+  visibility: hidden;
+  margin-left: 8px;
+  color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+  visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+  background-color: var(--jp-rendermime-table-row-background);
+  border: 1px solid var(--jp-border-color0);
+  border-bottom-color: var(--jp-border-color2);
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+  display: inline-block;
+  font-size: 0.8em;
+  line-height: 1em;
+  padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+  margin-bottom: 0.5em;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-filebrowser-button-height: 28px;
+  --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser {
+  display: flex;
+  flex-direction: column;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  border-bottom: none;
+  height: auto;
+  margin: var(--jp-toolbar-header-margin);
+  box-shadow: none;
+}
+
+.jp-BreadCrumbs {
+  flex: 0 0 auto;
+  margin: 8px 12px 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+  margin: 0px 2px;
+  padding: 0px 2px;
+  border-radius: var(--jp-border-radius);
+  cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+  margin-left: 0px;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+  background-color: var(--jp-brand-color2);
+  opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  padding: 0px;
+  margin: 8px 12px 0px 12px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  justify-content: flex-start;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-Toolbar-item {
+  flex: 0 0 auto;
+  padding-left: 0px;
+  padding-right: 2px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar .jp-ToolbarButtonComponent {
+  width: 40px;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent {
+  width: 72px;
+  background: var(--jp-brand-color1);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent:focus-visible {
+  background-color: var(--jp-brand-color0);
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar
+  .jp-Toolbar-item:first-child
+  .jp-ToolbarButtonComponent
+  .jp-icon3 {
+  fill: white;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+  color: var(--jp-error-color1);
+}
+
+.jp-FileDialog .jp-new-name-title {
+  margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+  display: none;
+}
+
+.jp-FileBrowser-filterBox {
+  padding: 0px;
+  flex: 0 0 auto;
+  margin: 8px 12px 0px 12px;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+  outline: 0;
+}
+
+.jp-DirListing:focus-visible {
+  border: 1px solid var(--jp-brand-color1);
+}
+
+.jp-DirListing-header {
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+  border-top: var(--jp-border-width) solid var(--jp-border-color2);
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+  padding: 4px 12px 2px 12px;
+  font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+  flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+  flex: 0 0 112px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-id-narrow {
+  display: none;
+  flex: 0 0 5px;
+  padding: 4px 4px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+  color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+  display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+  display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+  font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+  outline: 5px dashed rgba(128, 128, 128, 0.5);
+  outline-offset: -10px;
+  cursor: copy;
+}
+
+.jp-DirListing-item {
+  display: flex;
+  flex-direction: row;
+  padding: 4px 12px;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-DirListing-item[data-is-dot] {
+  opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+  background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+  flex: 0 0 20px;
+  margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+  flex: 1 0 64px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  user-select: none;
+}
+
+.jp-DirListing-itemModified {
+  flex: 0 0 125px;
+  text-align: right;
+}
+
+.jp-DirListing-editor {
+  flex: 1 0 64px;
+  outline: none;
+  border: none;
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon:before {
+  color: var(--jp-success-color1);
+  content: '\25CF';
+  font-size: 8px;
+  position: absolute;
+  left: -8px;
+}
+
+.jp-DirListing-item.jp-mod-running.jp-mod-selected
+  .jp-DirListing-itemIcon:before {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+  font-size: var(--jp-ui-font-size1);
+  padding-left: 4px;
+  margin-left: 4px;
+  width: 160px;
+  background-color: var(--jp-ui-inverse-font-color2);
+  box-shadow: var(--jp-elevation-z2);
+  border-radius: 0px;
+  color: var(--jp-ui-font-color1);
+  transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-DirListing-deadSpace {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-Document {
+  min-width: 120px;
+  min-height: 120px;
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+}
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+  overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+  display: flex;
+  flex-direction: row;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child {
+  flex-direction: column;
+}
+
+.jp-OutputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-outprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+.jp-OutputArea-output {
+  height: auto;
+  overflow: auto;
+  user-select: text;
+  -moz-user-select: text;
+  -webkit-user-select: text;
+  -ms-user-select: text;
+}
+
+.jp-OutputArea-child .jp-OutputArea-output {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  margin-left: var(--jp-notebook-padding);
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+  width: 100%;
+  display: block;
+}
+
+/*
+When drag events occur, `p-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated:before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+  border: none;
+  margin: 0px;
+  padding: 0px;
+  overflow-x: auto;
+  overflow-y: auto;
+  word-break: break-all;
+  word-wrap: break-word;
+  white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+  margin-left: 0;
+  margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+  display: block;
+}
+
+.jp-OutputArea-output dl {
+  width: 100%;
+  overflow: hidden;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dt {
+  font-weight: bold;
+  float: left;
+  width: 20%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dd {
+  float: left;
+  width: 80%;
+  padding: 0;
+  margin: 0;
+}
+
+/* Hide the gutter in case of
+ *  - nested output areas (e.g. in the case of output widgets)
+ *  - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  margin-left: 0px;
+  flex: 1 1 auto;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+  padding-top: var(--jp-code-padding);
+  border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-stdin {
+  line-height: var(--jp-code-line-height);
+  padding-top: var(--jp-code-padding);
+  display: flex;
+}
+
+.jp-Stdin-prompt {
+  color: var(--jp-content-font-color0);
+  padding-right: var(--jp-code-padding);
+  vertical-align: baseline;
+  flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  color: inherit;
+  background-color: inherit;
+  width: 42%;
+  min-width: 200px;
+  /* make sure input baseline aligns with prompt */
+  vertical-align: baseline;
+  /* padding + margin = 0.5em between prompt and cursor */
+  padding: 0em 0.25em;
+  margin: 0em 0.25em;
+  flex: 0 0 70%;
+}
+
+.jp-Stdin-input:focus {
+  box-shadow: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+  height: 100%;
+  display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+  height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+  flex: 0 0 var(--jp-cell-collapser-width);
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+  border-radius: var(--jp-border-radius);
+  opacity: 1;
+}
+
+.jp-Collapser-child {
+  display: block;
+  width: 100%;
+  box-sizing: border-box;
+  /* height: 100% doesn't work because the height of its parent is computed from content */
+  position: absolute;
+  top: 0px;
+  bottom: 0px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+  height: 0px;
+  width: 100%;
+  padding: 0px;
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+  display: flex;
+  flex-direction: row;
+  overflow: hidden;
+}
+
+body[data-format='mobile'] .jp-InputArea {
+  flex-direction: column;
+}
+
+.jp-InputArea-editor {
+  flex: 1 1 auto;
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  /* This is the non-active, default styling */
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0px;
+  background: var(--jp-cell-editor-background);
+}
+
+body[data-format='mobile'] .jp-InputArea-editor {
+  margin-left: var(--jp-notebook-padding);
+}
+
+.jp-InputPrompt {
+  flex: 0 0 var(--jp-cell-prompt-width);
+  color: var(--jp-cell-inprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  opacity: var(--jp-cell-prompt-opacity);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+body[data-format='mobile'] .jp-InputPrompt {
+  flex: 0 0 auto;
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+  display: flex;
+  flex-direction: row;
+  flex: 1 1 auto;
+}
+
+.jp-Placeholder-prompt {
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+  flex: 1 1 auto;
+  border: none;
+  background: transparent;
+  height: 20px;
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+  width: 32px;
+  height: 16px;
+  border: 1px solid transparent;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+  border: 1px solid var(--jp-border-color1);
+  box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.25);
+  background-color: var(--jp-layout-color0);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+  padding: var(--jp-cell-padding);
+  margin: 0px;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+  display: flex;
+  flex-direction: row;
+  padding: 0px;
+  margin: 0px;
+  /* Added to reveal the box-shadow on the input and output collapsers. */
+  overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+  border: none !important;
+  background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+  min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+  margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+  overflow-y: auto;
+  max-height: 200px;
+  box-shadow: inset 0 0 6px 2px rgba(0, 0, 0, 0.3);
+  margin-left: var(--jp-private-cell-scrolling-output-offset);
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  flex: 0 0
+    calc(
+      var(--jp-cell-prompt-width) -
+        var(--jp-private-cell-scrolling-output-offset)
+    );
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+  flex: 1 1 auto;
+  margin-top: 0;
+  margin-bottom: 0;
+  padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+  overflow: auto;
+}
+
+.jp-showHiddenCellsButton {
+  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
+  margin-top: var(--jp-code-padding);
+  border: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-border-color3) !important;
+  color: var(--jp-content-font-color0) !important;
+}
+
+.jp-showHiddenCellsButton:hover {
+  background-color: var(--jp-border-color2) !important;
+}
+
+.jp-collapseHeadingButton {
+  display: none;
+}
+
+.jp-MarkdownCell:hover .jp-collapseHeadingButton {
+  display: flex;
+  min-height: var(--jp-cell-collapser-min-height);
+  position: absolute;
+  right: 0;
+  top: 0;
+  bottom: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+  padding: 2px;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+  border: none;
+  box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+  height: 24px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: 14px;
+  border-radius: 0;
+  display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+  top: 5px !important;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-notebook-dragImage-width: 304px;
+  --jp-private-notebook-dragImage-height: 36px;
+  --jp-private-notebook-selected-color: var(--md-blue-400);
+  --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel {
+  display: block;
+  height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+  min-width: 240px;
+  min-height: 120px;
+}
+
+.jp-Notebook {
+  padding: var(--jp-notebook-padding);
+  outline: none;
+  overflow: auto;
+  background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+  display: block;
+  content: '';
+  min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
+  contain: strict;
+}
+
+.jp-Notebook-render * {
+  contain: none !important;
+}
+
+.jp-Notebook .jp-Cell {
+  overflow: visible;
+}
+
+.jp-Notebook .jp-Cell .jp-InputPrompt {
+  cursor: move;
+  float: left;
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook state related styling
+|
+| The notebook and cells each have states, here are the possibilities:
+|
+| - Notebook
+|   - Command
+|   - Edit
+| - Cell
+|   - None
+|   - Active (only one can be active)
+|   - Selected (the cells actions are applied to)
+|   - Multiselected (when multiple selected, the cursor)
+|   - No outputs
+|----------------------------------------------------------------------------*/
+
+/* Command or edit modes */
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+/* cell is active */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
+  background: var(--jp-brand-color1);
+}
+
+/* cell is dirty */
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
+  color: var(--jp-warn-color1);
+}
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt:before {
+  color: var(--jp-warn-color1);
+  content: '•';
+}
+
+.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
+  background: var(--jp-warn-color1);
+}
+
+/* collapser is hovered */
+.jp-Notebook .jp-Cell .jp-Collapser:hover {
+  box-shadow: var(--jp-elevation-z2);
+  background: var(--jp-brand-color1);
+  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
+}
+
+/* cell is active and collapser is hovered */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/* Command mode */
+
+.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
+  background: var(--jp-notebook-multiselected-color);
+}
+
+.jp-Notebook.jp-mod-commandMode
+  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
+  background: transparent;
+}
+
+/* Edit mode */
+
+.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-cell-editor-active-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook drag and drop
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-cell.jp-mod-dropSource {
+  opacity: 0.5;
+}
+
+.jp-Notebook-cell.jp-mod-dropTarget,
+.jp-Notebook.jp-mod-commandMode
+  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
+  border-top-color: var(--jp-private-notebook-selected-color);
+  border-top-style: solid;
+  border-top-width: 2px;
+}
+
+.jp-dragImage {
+  display: block;
+  flex-direction: row;
+  width: var(--jp-private-notebook-dragImage-width);
+  height: var(--jp-private-notebook-dragImage-height);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+  overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+  flex: 1 1 auto;
+  z-index: 2;
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  line-height: var(--jp-code-line-height);
+  padding: var(--jp-code-padding);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background-color);
+  color: var(--jp-content-font-color3);
+  text-align: left;
+  margin: 4px 4px 4px 0px;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+  flex: 0 0 auto;
+  min-width: 36px;
+  color: var(--jp-cell-inprompt-font-color);
+  padding: var(--jp-code-padding);
+  padding-left: 12px;
+  font-family: var(--jp-cell-prompt-font-family);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: 1.9;
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+  z-index: -1;
+  position: absolute;
+  height: 32px;
+  width: 300px;
+  top: 8px;
+  left: 8px;
+  background: var(--jp-layout-color2);
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  box-shadow: 2px 2px 4px 0px rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+  display: block;
+  min-width: var(--jp-sidebar-min-width);
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  /* This is needed so that all font sizing of children done in ems is
+    * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  overflow: auto;
+}
+
+.jp-NotebookTools-tool {
+  padding: 0px 12px 0 12px;
+}
+
+.jp-ActiveCellTool {
+  padding: 12px;
+  background-color: var(--jp-layout-color1);
+  border-top: none !important;
+}
+
+.jp-ActiveCellTool .jp-InputArea-prompt {
+  flex: 0 0 auto;
+  padding-left: 0px;
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor {
+  flex: 1 1 auto;
+  background: var(--jp-cell-editor-background);
+  border-color: var(--jp-cell-editor-border-color);
+}
+
+.jp-ActiveCellTool .jp-InputArea-editor .CodeMirror {
+  background: transparent;
+}
+
+.jp-MetadataEditorTool {
+  flex-direction: column;
+  padding: 12px 0px 12px 0px;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+  margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label {
+  line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+  margin-top: 4px;
+  margin-bottom: 0px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+  margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+  --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+  flex: 0 0 110px;
+}
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-Placeholder {
+  padding-left: 55px;
+}
+
+.jp-Cell-Placeholder-wrapper {
+  background: #fff;
+  border: 1px solid;
+  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
+  border-radius: 4px;
+  -webkit-border-radius: 4px;
+  margin: 10px 15px;
+}
+
+.jp-Cell-Placeholder-wrapper-inner {
+  padding: 15px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body {
+  background-repeat: repeat;
+  background-size: 50% auto;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  background: #f6f7f8;
+  background-image: -webkit-linear-gradient(
+    left,
+    #f6f7f8 0%,
+    #edeef1 20%,
+    #f6f7f8 40%,
+    #f6f7f8 100%
+  );
+  background-repeat: no-repeat;
+  background-size: 800px 104px;
+  height: 104px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  position: absolute;
+  right: 15px;
+  left: 15px;
+  top: 15px;
+}
+
+div.jp-Cell-Placeholder-h1 {
+  top: 20px;
+  height: 20px;
+  left: 15px;
+  width: 150px;
+}
+
+div.jp-Cell-Placeholder-h2 {
+  left: 15px;
+  top: 50px;
+  height: 10px;
+  width: 100px;
+}
+
+div.jp-Cell-Placeholder-content-1,
+div.jp-Cell-Placeholder-content-2,
+div.jp-Cell-Placeholder-content-3 {
+  left: 15px;
+  right: 15px;
+  height: 10px;
+}
+
+div.jp-Cell-Placeholder-content-1 {
+  top: 100px;
+}
+
+div.jp-Cell-Placeholder-content-2 {
+  top: 120px;
+}
+
+div.jp-Cell-Placeholder-content-3 {
+  top: 140px;
+}
+
+</style>
+
+    <style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+  /* Elevation
+   *
+   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+   *
+   * https://github.com/material-components/material-components-web
+   * https://material-components-web.appspot.com/elevation.html
+   */
+
+  --jp-shadow-base-lightness: 0;
+  --jp-shadow-umbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.2
+  );
+  --jp-shadow-penumbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.14
+  );
+  --jp-shadow-ambient-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.12
+  );
+  --jp-elevation-z0: none;
+  --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color),
+    0px 1px 1px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 3px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color),
+    0px 2px 2px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 5px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color),
+    0px 4px 5px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 10px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color),
+    0px 6px 10px 0px var(--jp-shadow-penumbra-color),
+    0px 1px 18px 0px var(--jp-shadow-ambient-color);
+  --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color),
+    0px 8px 10px 1px var(--jp-shadow-penumbra-color),
+    0px 3px 14px 2px var(--jp-shadow-ambient-color);
+  --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color),
+    0px 12px 17px 2px var(--jp-shadow-penumbra-color),
+    0px 5px 22px 4px var(--jp-shadow-ambient-color);
+  --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color),
+    0px 16px 24px 2px var(--jp-shadow-penumbra-color),
+    0px 6px 30px 5px var(--jp-shadow-ambient-color);
+  --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color),
+    0px 20px 31px 3px var(--jp-shadow-penumbra-color),
+    0px 8px 38px 7px var(--jp-shadow-ambient-color);
+  --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color),
+    0px 24px 38px 3px var(--jp-shadow-penumbra-color),
+    0px 9px 46px 8px var(--jp-shadow-ambient-color);
+
+  /* Borders
+   *
+   * The following variables, specify the visual styling of borders in JupyterLab.
+   */
+
+  --jp-border-width: 1px;
+  --jp-border-color0: var(--md-grey-400);
+  --jp-border-color1: var(--md-grey-400);
+  --jp-border-color2: var(--md-grey-300);
+  --jp-border-color3: var(--md-grey-200);
+  --jp-border-radius: 2px;
+
+  /* UI Fonts
+   *
+   * The UI font CSS variables are used for the typography all of the JupyterLab
+   * user interface elements that are not directly user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-ui-font-scale-factor: 1.2;
+  --jp-ui-font-size0: 0.83333em;
+  --jp-ui-font-size1: 13px; /* Base font size */
+  --jp-ui-font-size2: 1.2em;
+  --jp-ui-font-size3: 1.44em;
+
+  --jp-ui-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica,
+    Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol';
+
+  /*
+   * Use these font colors against the corresponding main layout colors.
+   * In a light theme, these go from dark to light.
+   */
+
+  /* Defaults use Material Design specification */
+  --jp-ui-font-color0: rgba(0, 0, 0, 1);
+  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+  /*
+   * Use these against the brand/accent/warn/error colors.
+   * These will typically go from light to darker, in both a dark and light theme.
+   */
+
+  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+  /* Content Fonts
+   *
+   * Content font variables are used for typography of user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-content-line-height: 1.6;
+  --jp-content-font-scale-factor: 1.2;
+  --jp-content-font-size0: 0.83333em;
+  --jp-content-font-size1: 14px; /* Base font size */
+  --jp-content-font-size2: 1.2em;
+  --jp-content-font-size3: 1.44em;
+  --jp-content-font-size4: 1.728em;
+  --jp-content-font-size5: 2.0736em;
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-content-presentation-font-size1: 17px;
+
+  --jp-content-heading-line-height: 1;
+  --jp-content-heading-margin-top: 1.2em;
+  --jp-content-heading-margin-bottom: 0.8em;
+  --jp-content-heading-font-weight: 500;
+
+  /* Defaults use Material Design specification */
+  --jp-content-font-color0: rgba(0, 0, 0, 1);
+  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+
+  --jp-content-link-color: var(--md-blue-700);
+
+  --jp-content-font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI',
+    Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+    'Segoe UI Symbol';
+
+  /*
+   * Code Fonts
+   *
+   * Code font variables are used for typography of code and other monospaces content.
+   */
+
+  --jp-code-font-size: 13px;
+  --jp-code-line-height: 1.3077; /* 17px for 13px base */
+  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+  --jp-code-font-family-default: Menlo, Consolas, 'DejaVu Sans Mono', monospace;
+  --jp-code-font-family: var(--jp-code-font-family-default);
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-code-presentation-font-size: 16px;
+
+  /* may need to tweak cursor width if you change font size */
+  --jp-code-cursor-width0: 1.4px;
+  --jp-code-cursor-width1: 2px;
+  --jp-code-cursor-width2: 4px;
+
+  /* Layout
+   *
+   * The following are the main layout colors use in JupyterLab. In a light
+   * theme these would go from light to dark.
+   */
+
+  --jp-layout-color0: white;
+  --jp-layout-color1: white;
+  --jp-layout-color2: var(--md-grey-200);
+  --jp-layout-color3: var(--md-grey-400);
+  --jp-layout-color4: var(--md-grey-600);
+
+  /* Inverse Layout
+   *
+   * The following are the inverse layout colors use in JupyterLab. In a light
+   * theme these would go from dark to light.
+   */
+
+  --jp-inverse-layout-color0: #111111;
+  --jp-inverse-layout-color1: var(--md-grey-900);
+  --jp-inverse-layout-color2: var(--md-grey-800);
+  --jp-inverse-layout-color3: var(--md-grey-700);
+  --jp-inverse-layout-color4: var(--md-grey-600);
+
+  /* Brand/accent */
+
+  --jp-brand-color0: var(--md-blue-900);
+  --jp-brand-color1: var(--md-blue-700);
+  --jp-brand-color2: var(--md-blue-300);
+  --jp-brand-color3: var(--md-blue-100);
+  --jp-brand-color4: var(--md-blue-50);
+
+  --jp-accent-color0: var(--md-green-900);
+  --jp-accent-color1: var(--md-green-700);
+  --jp-accent-color2: var(--md-green-300);
+  --jp-accent-color3: var(--md-green-100);
+
+  /* State colors (warn, error, success, info) */
+
+  --jp-warn-color0: var(--md-orange-900);
+  --jp-warn-color1: var(--md-orange-700);
+  --jp-warn-color2: var(--md-orange-300);
+  --jp-warn-color3: var(--md-orange-100);
+
+  --jp-error-color0: var(--md-red-900);
+  --jp-error-color1: var(--md-red-700);
+  --jp-error-color2: var(--md-red-300);
+  --jp-error-color3: var(--md-red-100);
+
+  --jp-success-color0: var(--md-green-900);
+  --jp-success-color1: var(--md-green-700);
+  --jp-success-color2: var(--md-green-300);
+  --jp-success-color3: var(--md-green-100);
+
+  --jp-info-color0: var(--md-cyan-900);
+  --jp-info-color1: var(--md-cyan-700);
+  --jp-info-color2: var(--md-cyan-300);
+  --jp-info-color3: var(--md-cyan-100);
+
+  /* Cell specific styles */
+
+  --jp-cell-padding: 5px;
+
+  --jp-cell-collapser-width: 8px;
+  --jp-cell-collapser-min-height: 20px;
+  --jp-cell-collapser-not-active-hover-opacity: 0.6;
+
+  --jp-cell-editor-background: var(--md-grey-100);
+  --jp-cell-editor-border-color: var(--md-grey-300);
+  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-cell-editor-active-background: var(--jp-layout-color0);
+  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+
+  --jp-cell-prompt-width: 64px;
+  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+  --jp-cell-prompt-letter-spacing: 0px;
+  --jp-cell-prompt-opacity: 1;
+  --jp-cell-prompt-not-active-opacity: 0.5;
+  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+  /* A custom blend of MD grey and blue 600
+   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+  --jp-cell-inprompt-font-color: #307fc1;
+  /* A custom blend of MD grey and orange 600
+   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+  --jp-cell-outprompt-font-color: #bf5b3d;
+
+  /* Notebook specific styles */
+
+  --jp-notebook-padding: 10px;
+  --jp-notebook-select-background: var(--jp-layout-color1);
+  --jp-notebook-multiselected-color: var(--md-blue-50);
+
+  /* The scroll padding is calculated to fill enough space at the bottom of the
+  notebook to show one single-line cell (with appropriate padding) at the top
+  when the notebook is scrolled all the way to the bottom. We also subtract one
+  pixel so that no scrollbar appears if we have just one single-line cell in the
+  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+  */
+  --jp-notebook-scroll-padding: calc(
+    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+  );
+
+  /* Rendermime styles */
+
+  --jp-rendermime-error-background: #fdd;
+  --jp-rendermime-table-row-background: var(--md-grey-100);
+  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+  /* Dialog specific styles */
+
+  --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+  /* Console specific styles */
+
+  --jp-console-padding: 10px;
+
+  /* Toolbar specific styles */
+
+  --jp-toolbar-border-color: var(--jp-border-color1);
+  --jp-toolbar-micro-height: 8px;
+  --jp-toolbar-background: var(--jp-layout-color1);
+  --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24);
+  --jp-toolbar-header-margin: 4px 4px 0px 4px;
+  --jp-toolbar-active-background: var(--md-grey-300);
+
+  /* Statusbar specific styles */
+
+  --jp-statusbar-height: 24px;
+
+  /* Input field styles */
+
+  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-input-active-background: var(--jp-layout-color1);
+  --jp-input-hover-background: var(--jp-layout-color1);
+  --jp-input-background: var(--md-grey-100);
+  --jp-input-border-color: var(--jp-border-color1);
+  --jp-input-active-border-color: var(--jp-brand-color1);
+  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+  /* General editor styles */
+
+  --jp-editor-selected-background: #d9d9d9;
+  --jp-editor-selected-focused-background: #d7d4f0;
+  --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+  /* Code mirror specific styles */
+
+  --jp-mirror-editor-keyword-color: #008000;
+  --jp-mirror-editor-atom-color: #88f;
+  --jp-mirror-editor-number-color: #080;
+  --jp-mirror-editor-def-color: #00f;
+  --jp-mirror-editor-variable-color: var(--md-grey-900);
+  --jp-mirror-editor-variable-2-color: #05a;
+  --jp-mirror-editor-variable-3-color: #085;
+  --jp-mirror-editor-punctuation-color: #05a;
+  --jp-mirror-editor-property-color: #05a;
+  --jp-mirror-editor-operator-color: #aa22ff;
+  --jp-mirror-editor-comment-color: #408080;
+  --jp-mirror-editor-string-color: #ba2121;
+  --jp-mirror-editor-string-2-color: #708;
+  --jp-mirror-editor-meta-color: #aa22ff;
+  --jp-mirror-editor-qualifier-color: #555;
+  --jp-mirror-editor-builtin-color: #008000;
+  --jp-mirror-editor-bracket-color: #997;
+  --jp-mirror-editor-tag-color: #170;
+  --jp-mirror-editor-attribute-color: #00c;
+  --jp-mirror-editor-header-color: blue;
+  --jp-mirror-editor-quote-color: #090;
+  --jp-mirror-editor-link-color: #00c;
+  --jp-mirror-editor-error-color: #f00;
+  --jp-mirror-editor-hr-color: #999;
+
+  /* Vega extension styles */
+
+  --jp-vega-background: white;
+
+  /* Sidebar-related styles */
+
+  --jp-sidebar-min-width: 250px;
+
+  /* Search-related styles */
+
+  --jp-search-toggle-off-opacity: 0.5;
+  --jp-search-toggle-hover-opacity: 0.8;
+  --jp-search-toggle-on-opacity: 1;
+  --jp-search-selected-match-background-color: rgb(245, 200, 0);
+  --jp-search-selected-match-color: black;
+  --jp-search-unselected-match-background-color: var(
+    --jp-inverse-layout-color0
+  );
+  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+  /* Icon colors that work well with light or dark backgrounds */
+  --jp-icon-contrast-color0: var(--md-purple-600);
+  --jp-icon-contrast-color1: var(--md-green-600);
+  --jp-icon-contrast-color2: var(--md-pink-600);
+  --jp-icon-contrast-color3: var(--md-blue-600);
+}
+</style>
+
+<style type="text/css">
+/* Force rendering true colors when outputing to pdf */
+* {
+  -webkit-print-color-adjust: exact;
+}
+
+/* Misc */
+a.anchor-link {
+  display: none;
+}
+
+.highlight  {
+  margin: 0.4em;
+}
+
+/* Input area styling */
+.jp-InputArea {
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  overflow: hidden;
+}
+
+.CodeMirror pre {
+  margin: 0;
+  padding: 0;
+}
+
+/* Using table instead of flexbox so that we can use break-inside property */
+/* CSS rules under this comment should not be required anymore after we move to the JupyterLab 4.0 CSS */
+
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  min-width: calc(
+    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
+  );
+}
+
+.jp-OutputArea-child {
+  display: table;
+  width: 100%;
+}
+
+.jp-OutputPrompt {
+  display: table-cell;
+  vertical-align: top;
+  min-width: var(--jp-cell-prompt-width);
+}
+
+body[data-format='mobile'] .jp-OutputPrompt {
+  display: table-row;
+}
+
+.jp-OutputArea-output {
+  display: table-cell;
+  width: 100%;
+}
+
+body[data-format='mobile'] .jp-OutputArea-child .jp-OutputArea-output {
+  display: table-row;
+}
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  width: 100%;
+}
+
+/* Hiding the collapser by default */
+.jp-Collapser {
+  display: none;
+}
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+
+  .jp-OutputArea-child {
+    break-inside: avoid-page;
+  }
+}
+</style>
+
+<!-- Load mathjax -->
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
+    <!-- MathJax configuration -->
+    <script type="text/x-mathjax-config">
+    init_mathjax = function() {
+        if (window.MathJax) {
+        // MathJax loaded
+            MathJax.Hub.Config({
+                TeX: {
+                    equationNumbers: {
+                    autoNumber: "AMS",
+                    useLabelIds: true
+                    }
+                },
+                tex2jax: {
+                    inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+                    displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+                    processEscapes: true,
+                    processEnvironments: true
+                },
+                displayAlign: 'center',
+                CommonHTML: {
+                    linebreaks: { 
+                    automatic: true 
+                    }
+                }
+            });
+        
+            MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
+        }
+    }
+    init_mathjax();
+    </script>
+    <!-- End of mathjax configuration --></head>
+<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light">
+<div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[23]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[38]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="n">data</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">&#39;./data/house_price.npz&#39;</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">&#39;ASCII&#39;</span><span class="p">,</span> <span class="n">allow_pickle</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="n">data</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[38]:</div>
+
+
+
+
+<div class="jp-RenderedText jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/plain">
+<pre>&lt;numpy.lib.npyio.NpzFile at 0x136cddeb0&gt;</pre>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[40]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span> 
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain">
+<pre>(1, 5)
+(414, 5)
+</pre>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[41]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="n">columns</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s1">&#39;arr_0&#39;</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">str</span><span class="p">)</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s1">&#39;arr_1&#39;</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[42]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[42]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+<div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>交易年份</th>
+      <th>房屋年龄</th>
+      <th>离地铁站的距离</th>
+      <th>附近的商店个数</th>
+      <th>单位面积的房价</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>2018.0</td>
+      <td>16.0</td>
+      <td>84.88</td>
+      <td>10.0</td>
+      <td>5685.0</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>2018.0</td>
+      <td>9.8</td>
+      <td>306.59</td>
+      <td>9.0</td>
+      <td>6330.0</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>2020.0</td>
+      <td>6.7</td>
+      <td>561.98</td>
+      <td>5.0</td>
+      <td>7095.0</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>2020.0</td>
+      <td>6.7</td>
+      <td>561.98</td>
+      <td>5.0</td>
+      <td>8220.0</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>2018.0</td>
+      <td>2.5</td>
+      <td>390.57</td>
+      <td>5.0</td>
+      <td>6465.0</td>
+    </tr>
+  </tbody>
+</table>
+</div>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[51]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts</span> <span class="kn">import</span> <span class="n">options</span> <span class="k">as</span> <span class="n">opts</span>
+<span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="kn">import</span> <span class="n">Scatter</span>
+
+<span class="n">scatter</span> <span class="o">=</span> <span class="n">Scatter</span><span class="p">()</span>
+<span class="n">scatter</span><span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;离地铁站的距离&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">tolist</span><span class="p">())</span>
+<span class="n">scatter</span><span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;房价&quot;</span><span class="p">,</span>
+                  <span class="n">df</span><span class="p">[</span><span class="s1">&#39;单位面积的房价&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
+                  <span class="n">label_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">LabelOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+
+<span class="n">scatter</span><span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
+    <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;距离地铁站与单位面积房价的关系&quot;</span><span class="p">),</span>
+    <span class="n">xaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;距离（米）&quot;</span><span class="p">,</span> <span class="n">type_</span><span class="o">=</span><span class="s2">&quot;value&quot;</span><span class="p">),</span>
+    <span class="n">yaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;单位面积房价（元）&quot;</span><span class="p">),</span>
+    <span class="n">tooltip_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TooltipOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span>
+    <span class="n">visualmap_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">VisualMapOpts</span><span class="p">(</span>
+        <span class="n">type_</span><span class="o">=</span><span class="s2">&quot;size&quot;</span><span class="p">,</span>
+        <span class="n">max_</span><span class="o">=</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;单位面积的房价&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">max</span><span class="p">(),</span>
+        <span class="n">range_size</span><span class="o">=</span><span class="p">[</span><span class="mi">5</span><span class="p">,</span> <span class="mi">20</span><span class="p">]</span>
+    <span class="p">))</span>
+
+<span class="n">scatter</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[51]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+
+<script>
+    require.config({
+        paths: {
+            'echarts':'https://assets.pyecharts.org/assets/v5/echarts.min'
+        }
+    });
+</script>
+
+        <div id="f4cba10d2fdd4d9b9b773ab6591dcc41" style="width:900px; height:500px;"></div>
+
+<script>
+        require(['echarts'], function(echarts) {
+                var chart_f4cba10d2fdd4d9b9b773ab6591dcc41 = echarts.init(
+                    document.getElementById('f4cba10d2fdd4d9b9b773ab6591dcc41'), 'white', {renderer: 'canvas'});
+                var option_f4cba10d2fdd4d9b9b773ab6591dcc41 = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "scatter",
+            "name": "\u623f\u4ef7",
+            "symbolSize": 10,
+            "data": [
+                [
+                    84.88,
+                    5685.0
+                ],
+                [
+                    306.59,
+                    6330.0
+                ],
+                [
+                    561.98,
+                    7095.0
+                ],
+                [
+                    561.98,
+                    8220.0
+                ],
+                [
+                    390.57,
+                    6465.0
+                ],
+                [
+                    2175.03,
+                    4815.0
+                ],
+                [
+                    623.47,
+                    6045.0
+                ],
+                [
+                    287.6,
+                    7005.0
+                ],
+                [
+                    5512.04,
+                    2820.0
+                ],
+                [
+                    1783.18,
+                    3315.0
+                ],
+                [
+                    405.21,
+                    6210.0
+                ],
+                [
+                    90.46,
+                    8715.0
+                ],
+                [
+                    492.23,
+                    5895.0
+                ],
+                [
+                    2469.65,
+                    3570.0
+                ],
+                [
+                    1164.84,
+                    5145.0
+                ],
+                [
+                    579.21,
+                    7575.0
+                ],
+                [
+                    293.0,
+                    10515.0
+                ],
+                [
+                    350.85,
+                    5610.0
+                ],
+                [
+                    368.14,
+                    6345.0
+                ],
+                [
+                    23.38,
+                    7155.0
+                ],
+                [
+                    2275.88,
+                    4395.0
+                ],
+                [
+                    279.17,
+                    7740.0
+                ],
+                [
+                    1360.14,
+                    3690.0
+                ],
+                [
+                    279.17,
+                    7185.0
+                ],
+                [
+                    480.7,
+                    5820.0
+                ],
+                [
+                    1487.87,
+                    4050.0
+                ],
+                [
+                    383.86,
+                    8430.0
+                ],
+                [
+                    276.45,
+                    5040.0
+                ],
+                [
+                    557.48,
+                    7050.0
+                ],
+                [
+                    451.24,
+                    8565.0
+                ],
+                [
+                    4519.69,
+                    3315.0
+                ],
+                [
+                    769.4,
+                    3750.0
+                ],
+                [
+                    488.57,
+                    5130.0
+                ],
+                [
+                    323.66,
+                    7395.0
+                ],
+                [
+                    205.37,
+                    8265.0
+                ],
+                [
+                    4079.42,
+                    4095.0
+                ],
+                [
+                    1935.01,
+                    3435.0
+                ],
+                [
+                    1360.14,
+                    3795.0
+                ],
+                [
+                    577.96,
+                    7155.0
+                ],
+                [
+                    289.32,
+                    6930.0
+                ],
+                [
+                    4082.02,
+                    2385.0
+                ],
+                [
+                    4066.59,
+                    2730.0
+                ],
+                [
+                    519.46,
+                    5205.0
+                ],
+                [
+                    512.79,
+                    5115.0
+                ],
+                [
+                    533.48,
+                    8085.0
+                ],
+                [
+                    488.82,
+                    5745.0
+                ],
+                [
+                    463.96,
+                    6300.0
+                ],
+                [
+                    640.74,
+                    9225.0
+                ],
+                [
+                    4605.75,
+                    2010.0
+                ],
+                [
+                    4510.36,
+                    1980.0
+                ],
+                [
+                    512.55,
+                    6630.0
+                ],
+                [
+                    1758.41,
+                    3105.0
+                ],
+                [
+                    1438.58,
+                    4050.0
+                ],
+                [
+                    492.23,
+                    5835.0
+                ],
+                [
+                    289.32,
+                    7755.0
+                ],
+                [
+                    1160.63,
+                    2055.0
+                ],
+                [
+                    371.25,
+                    6285.0
+                ],
+                [
+                    56.47,
+                    8025.0
+                ],
+                [
+                    4510.36,
+                    3390.0
+                ],
+                [
+                    336.05,
+                    6360.0
+                ],
+                [
+                    1931.21,
+                    3195.0
+                ],
+                [
+                    259.66,
+                    9480.0
+                ],
+                [
+                    2175.88,
+                    4155.0
+                ],
+                [
+                    533.48,
+                    8250.0
+                ],
+                [
+                    995.76,
+                    3795.0
+                ],
+                [
+                    123.74,
+                    6645.0
+                ],
+                [
+                    193.58,
+                    7605.0
+                ],
+                [
+                    104.81,
+                    8520.0
+                ],
+                [
+                    464.22,
+                    5430.0
+                ],
+                [
+                    561.98,
+                    6300.0
+                ],
+                [
+                    90.46,
+                    8850.0
+                ],
+                [
+                    640.74,
+                    6120.0
+                ],
+                [
+                    424.54,
+                    5445.0
+                ],
+                [
+                    4082.02,
+                    3000.0
+                ],
+                [
+                    379.56,
+                    8160.0
+                ],
+                [
+                    1360.14,
+                    4425.0
+                ],
+                [
+                    616.4,
+                    5520.0
+                ],
+                [
+                    2185.13,
+                    3840.0
+                ],
+                [
+                    552.44,
+                    4470.0
+                ],
+                [
+                    1414.84,
+                    3975.0
+                ],
+                [
+                    533.48,
+                    6045.0
+                ],
+                [
+                    377.8,
+                    5520.0
+                ],
+                [
+                    150.93,
+                    7215.0
+                ],
+                [
+                    2707.39,
+                    2655.0
+                ],
+                [
+                    383.28,
+                    6555.0
+                ],
+                [
+                    338.97,
+                    7620.0
+                ],
+                [
+                    1455.8,
+                    4050.0
+                ],
+                [
+                    4066.59,
+                    2745.0
+                ],
+                [
+                    1406.43,
+                    7200.0
+                ],
+                [
+                    3947.95,
+                    3795.0
+                ],
+                [
+                    274.01,
+                    6810.0
+                ],
+                [
+                    1402.02,
+                    6480.0
+                ],
+                [
+                    2469.65,
+                    3270.0
+                ],
+                [
+                    1146.33,
+                    2415.0
+                ],
+                [
+                    167.6,
+                    6150.0
+                ],
+                [
+                    104.81,
+                    7770.0
+                ],
+                [
+                    90.46,
+                    8925.0
+                ],
+                [
+                    617.44,
+                    5190.0
+                ],
+                [
+                    289.32,
+                    7650.0
+                ],
+                [
+                    90.46,
+                    9330.0
+                ],
+                [
+                    964.75,
+                    5730.0
+                ],
+                [
+                    170.13,
+                    4935.0
+                ],
+                [
+                    193.58,
+                    8160.0
+                ],
+                [
+                    208.39,
+                    6855.0
+                ],
+                [
+                    392.45,
+                    4575.0
+                ],
+                [
+                    293.0,
+                    10650.0
+                ],
+                [
+                    189.52,
+                    7065.0
+                ],
+                [
+                    1360.14,
+                    3990.0
+                ],
+                [
+                    592.5,
+                    5115.0
+                ],
+                [
+                    2147.38,
+                    4260.0
+                ],
+                [
+                    104.81,
+                    7740.0
+                ],
+                [
+                    196.62,
+                    5910.0
+                ],
+                [
+                    2102.43,
+                    3465.0
+                ],
+                [
+                    393.26,
+                    1140.0
+                ],
+                [
+                    143.84,
+                    7995.0
+                ],
+                [
+                    737.92,
+                    6960.0
+                ],
+                [
+                    6396.28,
+                    1830.0
+                ],
+                [
+                    4197.35,
+                    1950.0
+                ],
+                [
+                    1583.72,
+                    4590.0
+                ],
+                [
+                    289.32,
+                    8940.0
+                ],
+                [
+                    492.23,
+                    4695.0
+                ],
+                [
+                    492.23,
+                    7200.0
+                ],
+                [
+                    414.95,
+                    4875.0
+                ],
+                [
+                    185.43,
+                    6825.0
+                ],
+                [
+                    279.17,
+                    8610.0
+                ],
+                [
+                    193.58,
+                    7290.0
+                ],
+                [
+                    804.69,
+                    9435.0
+                ],
+                [
+                    383.86,
+                    8250.0
+                ],
+                [
+                    124.99,
+                    9105.0
+                ],
+                [
+                    216.83,
+                    6150.0
+                ],
+                [
+                    535.53,
+                    5625.0
+                ],
+                [
+                    2147.38,
+                    4605.0
+                ],
+                [
+                    482.76,
+                    5625.0
+                ],
+                [
+                    373.39,
+                    5925.0
+                ],
+                [
+                    186.97,
+                    6330.0
+                ],
+                [
+                    1009.24,
+                    3120.0
+                ],
+                [
+                    390.57,
+                    7020.0
+                ],
+                [
+                    319.07,
+                    7110.0
+                ],
+                [
+                    942.47,
+                    6525.0
+                ],
+                [
+                    492.23,
+                    6375.0
+                ],
+                [
+                    289.32,
+                    7710.0
+                ],
+                [
+                    1559.83,
+                    4335.0
+                ],
+                [
+                    640.61,
+                    5625.0
+                ],
+                [
+                    492.23,
+                    6015.0
+                ],
+                [
+                    1360.14,
+                    4260.0
+                ],
+                [
+                    451.24,
+                    6825.0
+                ],
+                [
+                    185.43,
+                    7830.0
+                ],
+                [
+                    489.88,
+                    6480.0
+                ],
+                [
+                    3780.59,
+                    6765.0
+                ],
+                [
+                    179.45,
+                    5955.0
+                ],
+                [
+                    170.73,
+                    7275.0
+                ],
+                [
+                    387.77,
+                    6705.0
+                ],
+                [
+                    1360.14,
+                    4335.0
+                ],
+                [
+                    376.17,
+                    6135.0
+                ],
+                [
+                    4066.59,
+                    3105.0
+                ],
+                [
+                    4082.02,
+                    2340.0
+                ],
+                [
+                    1264.73,
+                    2745.0
+                ],
+                [
+                    815.93,
+                    5340.0
+                ],
+                [
+                    390.57,
+                    5910.0
+                ],
+                [
+                    815.93,
+                    5610.0
+                ],
+                [
+                    49.66,
+                    8670.0
+                ],
+                [
+                    616.4,
+                    5940.0
+                ],
+                [
+                    4066.59,
+                    1740.0
+                ],
+                [
+                    104.81,
+                    8325.0
+                ],
+                [
+                    185.43,
+                    8280.0
+                ],
+                [
+                    1236.56,
+                    4590.0
+                ],
+                [
+                    293.0,
+                    11040.0
+                ],
+                [
+                    330.09,
+                    6510.0
+                ],
+                [
+                    515.11,
+                    5610.0
+                ],
+                [
+                    1962.63,
+                    3525.0
+                ],
+                [
+                    4527.69,
+                    2160.0
+                ],
+                [
+                    383.86,
+                    8820.0
+                ],
+                [
+                    90.46,
+                    8715.0
+                ],
+                [
+                    401.88,
+                    5265.0
+                ],
+                [
+                    432.04,
+                    6780.0
+                ],
+                [
+                    472.17,
+                    5475.0
+                ],
+                [
+                    4573.78,
+                    2880.0
+                ],
+                [
+                    181.08,
+                    6300.0
+                ],
+                [
+                    1144.44,
+                    5505.0
+                ],
+                [
+                    438.85,
+                    6390.0
+                ],
+                [
+                    4449.27,
+                    2325.0
+                ],
+                [
+                    201.89,
+                    8385.0
+                ],
+                [
+                    2147.38,
+                    3540.0
+                ],
+                [
+                    4082.02,
+                    2820.0
+                ],
+                [
+                    2615.47,
+                    3270.0
+                ],
+                [
+                    1447.29,
+                    3225.0
+                ],
+                [
+                    2185.13,
+                    3855.0
+                ],
+                [
+                    3078.18,
+                    3300.0
+                ],
+                [
+                    190.04,
+                    6645.0
+                ],
+                [
+                    4066.59,
+                    3075.0
+                ],
+                [
+                    616.57,
+                    6345.0
+                ],
+                [
+                    750.07,
+                    5670.0
+                ],
+                [
+                    57.59,
+                    6405.0
+                ],
+                [
+                    421.48,
+                    7395.0
+                ],
+                [
+                    3771.9,
+                    4395.0
+                ],
+                [
+                    461.1,
+                    5190.0
+                ],
+                [
+                    707.91,
+                    5490.0
+                ],
+                [
+                    126.73,
+                    7230.0
+                ],
+                [
+                    157.61,
+                    5865.0
+                ],
+                [
+                    451.64,
+                    4740.0
+                ],
+                [
+                    995.76,
+                    3825.0
+                ],
+                [
+                    561.98,
+                    6885.0
+                ],
+                [
+                    642.7,
+                    4725.0
+                ],
+                [
+                    289.32,
+                    6915.0
+                ],
+                [
+                    1414.84,
+                    3990.0
+                ],
+                [
+                    1449.72,
+                    3210.0
+                ],
+                [
+                    379.56,
+                    6600.0
+                ],
+                [
+                    665.06,
+                    5130.0
+                ],
+                [
+                    1360.14,
+                    3930.0
+                ],
+                [
+                    175.63,
+                    6135.0
+                ],
+                [
+                    390.57,
+                    7830.0
+                ],
+                [
+                    274.01,
+                    6525.0
+                ],
+                [
+                    1805.67,
+                    4665.0
+                ],
+                [
+                    90.46,
+                    8700.0
+                ],
+                [
+                    1783.18,
+                    3135.0
+                ],
+                [
+                    383.71,
+                    7215.0
+                ],
+                [
+                    590.93,
+                    5955.0
+                ],
+                [
+                    372.62,
+                    6120.0
+                ],
+                [
+                    492.23,
+                    6570.0
+                ],
+                [
+                    529.78,
+                    6030.0
+                ],
+                [
+                    186.51,
+                    11745.0
+                ],
+                [
+                    1402.02,
+                    5775.0
+                ],
+                [
+                    431.11,
+                    7275.0
+                ],
+                [
+                    1402.02,
+                    6345.0
+                ],
+                [
+                    324.94,
+                    6900.0
+                ],
+                [
+                    193.58,
+                    7350.0
+                ],
+                [
+                    4082.02,
+                    1920.0
+                ],
+                [
+                    265.06,
+                    6030.0
+                ],
+                [
+                    3171.33,
+                    6990.0
+                ],
+                [
+                    1156.41,
+                    2850.0
+                ],
+                [
+                    2147.38,
+                    5010.0
+                ],
+                [
+                    4074.74,
+                    2205.0
+                ],
+                [
+                    4412.77,
+                    2610.0
+                ],
+                [
+                    333.37,
+                    4860.0
+                ],
+                [
+                    2216.61,
+                    3585.0
+                ],
+                [
+                    250.63,
+                    5895.0
+                ],
+                [
+                    373.84,
+                    9285.0
+                ],
+                [
+                    732.85,
+                    5850.0
+                ],
+                [
+                    732.85,
+                    6090.0
+                ],
+                [
+                    837.72,
+                    4455.0
+                ],
+                [
+                    1712.63,
+                    4320.0
+                ],
+                [
+                    250.63,
+                    6210.0
+                ],
+                [
+                    2077.39,
+                    5010.0
+                ],
+                [
+                    204.17,
+                    7230.0
+                ],
+                [
+                    1559.83,
+                    3255.0
+                ],
+                [
+                    639.62,
+                    6120.0
+                ],
+                [
+                    389.82,
+                    6090.0
+                ],
+                [
+                    1055.07,
+                    3465.0
+                ],
+                [
+                    1009.24,
+                    3345.0
+                ],
+                [
+                    6306.15,
+                    2250.0
+                ],
+                [
+                    424.71,
+                    4500.0
+                ],
+                [
+                    1159.45,
+                    2070.0
+                ],
+                [
+                    90.46,
+                    7905.0
+                ],
+                [
+                    1735.6,
+                    3885.0
+                ],
+                [
+                    329.97,
+                    7770.0
+                ],
+                [
+                    5512.04,
+                    2610.0
+                ],
+                [
+                    339.23,
+                    3975.0
+                ],
+                [
+                    444.13,
+                    6585.0
+                ],
+                [
+                    293.0,
+                    9495.0
+                ],
+                [
+                    837.72,
+                    4320.0
+                ],
+                [
+                    1485.1,
+                    4605.0
+                ],
+                [
+                    2288.01,
+                    3660.0
+                ],
+                [
+                    289.32,
+                    7950.0
+                ],
+                [
+                    2147.38,
+                    4755.0
+                ],
+                [
+                    493.66,
+                    6090.0
+                ],
+                [
+                    815.93,
+                    5715.0
+                ],
+                [
+                    1783.18,
+                    3555.0
+                ],
+                [
+                    482.76,
+                    6165.0
+                ],
+                [
+                    390.57,
+                    6015.0
+                ],
+                [
+                    837.72,
+                    3450.0
+                ],
+                [
+                    252.58,
+                    17625.0
+                ],
+                [
+                    451.64,
+                    3975.0
+                ],
+                [
+                    492.23,
+                    6075.0
+                ],
+                [
+                    170.13,
+                    4395.0
+                ],
+                [
+                    394.02,
+                    6150.0
+                ],
+                [
+                    23.38,
+                    7455.0
+                ],
+                [
+                    461.1,
+                    5100.0
+                ],
+                [
+                    2185.13,
+                    4155.0
+                ],
+                [
+                    208.39,
+                    6600.0
+                ],
+                [
+                    1554.25,
+                    4665.0
+                ],
+                [
+                    184.33,
+                    6810.0
+                ],
+                [
+                    387.77,
+                    6720.0
+                ],
+                [
+                    1455.8,
+                    3840.0
+                ],
+                [
+                    1978.67,
+                    3525.0
+                ],
+                [
+                    383.28,
+                    5160.0
+                ],
+                [
+                    718.29,
+                    8295.0
+                ],
+                [
+                    90.46,
+                    8445.0
+                ],
+                [
+                    461.1,
+                    4935.0
+                ],
+                [
+                    323.69,
+                    7650.0
+                ],
+                [
+                    289.32,
+                    6675.0
+                ],
+                [
+                    490.34,
+                    5550.0
+                ],
+                [
+                    56.47,
+                    8160.0
+                ],
+                [
+                    395.67,
+                    3675.0
+                ],
+                [
+                    383.28,
+                    6375.0
+                ],
+                [
+                    335.53,
+                    5715.0
+                ],
+                [
+                    2179.59,
+                    3270.0
+                ],
+                [
+                    1144.44,
+                    5115.0
+                ],
+                [
+                    567.03,
+                    4275.0
+                ],
+                [
+                    4082.02,
+                    2505.0
+                ],
+                [
+                    121.73,
+                    6915.0
+                ],
+                [
+                    156.24,
+                    5535.0
+                ],
+                [
+                    461.78,
+                    5355.0
+                ],
+                [
+                    2288.01,
+                    3480.0
+                ],
+                [
+                    439.71,
+                    5760.0
+                ],
+                [
+                    1626.08,
+                    4410.0
+                ],
+                [
+                    289.32,
+                    8250.0
+                ],
+                [
+                    169.98,
+                    7530.0
+                ],
+                [
+                    3079.89,
+                    3705.0
+                ],
+                [
+                    289.32,
+                    7950.0
+                ],
+                [
+                    1264.73,
+                    2865.0
+                ],
+                [
+                    1643.5,
+                    3705.0
+                ],
+                [
+                    537.8,
+                    6330.0
+                ],
+                [
+                    318.53,
+                    11700.0
+                ],
+                [
+                    104.81,
+                    6420.0
+                ],
+                [
+                    577.96,
+                    6240.0
+                ],
+                [
+                    1756.41,
+                    4095.0
+                ],
+                [
+                    250.63,
+                    6300.0
+                ],
+                [
+                    752.77,
+                    5625.0
+                ],
+                [
+                    379.56,
+                    7470.0
+                ],
+                [
+                    272.68,
+                    4035.0
+                ],
+                [
+                    4197.35,
+                    2790.0
+                ],
+                [
+                    964.75,
+                    5655.0
+                ],
+                [
+                    187.48,
+                    4965.0
+                ],
+                [
+                    197.13,
+                    6375.0
+                ],
+                [
+                    1712.63,
+                    4695.0
+                ],
+                [
+                    488.82,
+                    5715.0
+                ],
+                [
+                    56.47,
+                    9315.0
+                ],
+                [
+                    757.34,
+                    5505.0
+                ],
+                [
+                    1497.71,
+                    3540.0
+                ],
+                [
+                    4197.35,
+                    2880.0
+                ],
+                [
+                    1156.78,
+                    1920.0
+                ],
+                [
+                    4519.69,
+                    2340.0
+                ],
+                [
+                    617.71,
+                    5940.0
+                ],
+                [
+                    104.81,
+                    5760.0
+                ],
+                [
+                    1013.34,
+                    3420.0
+                ],
+                [
+                    337.6,
+                    5475.0
+                ],
+                [
+                    1867.23,
+                    5340.0
+                ],
+                [
+                    600.86,
+                    4635.0
+                ],
+                [
+                    258.19,
+                    5445.0
+                ],
+                [
+                    329.97,
+                    7560.0
+                ],
+                [
+                    270.89,
+                    6435.0
+                ],
+                [
+                    750.07,
+                    5550.0
+                ],
+                [
+                    90.46,
+                    8025.0
+                ],
+                [
+                    563.29,
+                    6990.0
+                ],
+                [
+                    3085.17,
+                    6180.0
+                ],
+                [
+                    185.43,
+                    5685.0
+                ],
+                [
+                    1712.63,
+                    4620.0
+                ],
+                [
+                    6488.02,
+                    1680.0
+                ],
+                [
+                    259.66,
+                    8055.0
+                ],
+                [
+                    104.81,
+                    7050.0
+                ],
+                [
+                    492.23,
+                    6345.0
+                ],
+                [
+                    2180.25,
+                    4290.0
+                ],
+                [
+                    2674.96,
+                    3855.0
+                ],
+                [
+                    2147.38,
+                    4695.0
+                ],
+                [
+                    1360.14,
+                    4515.0
+                ],
+                [
+                    383.86,
+                    9105.0
+                ],
+                [
+                    211.45,
+                    6795.0
+                ],
+                [
+                    338.97,
+                    6735.0
+                ],
+                [
+                    193.58,
+                    6765.0
+                ],
+                [
+                    2408.99,
+                    3705.0
+                ],
+                [
+                    87.3,
+                    7065.0
+                ],
+                [
+                    281.21,
+                    9495.0
+                ],
+                [
+                    967.4,
+                    6000.0
+                ],
+                [
+                    109.95,
+                    7200.0
+                ],
+                [
+                    614.14,
+                    4965.0
+                ],
+                [
+                    2261.43,
+                    4425.0
+                ],
+                [
+                    1801.54,
+                    3720.0
+                ],
+                [
+                    1828.32,
+                    3135.0
+                ],
+                [
+                    350.85,
+                    6465.0
+                ],
+                [
+                    2185.13,
+                    3420.0
+                ],
+                [
+                    289.32,
+                    6315.0
+                ],
+                [
+                    312.9,
+                    7755.0
+                ],
+                [
+                    157.61,
+                    6225.0
+                ],
+                [
+                    274.01,
+                    7830.0
+                ],
+                [
+                    390.57,
+                    7425.0
+                ],
+                [
+                    1157.99,
+                    3570.0
+                ],
+                [
+                    1717.19,
+                    4575.0
+                ],
+                [
+                    49.66,
+                    8520.0
+                ],
+                [
+                    587.89,
+                    5610.0
+                ],
+                [
+                    293.0,
+                    10455.0
+                ],
+                [
+                    289.32,
+                    7995.0
+                ],
+                [
+                    132.55,
+                    7095.0
+                ],
+                [
+                    3529.56,
+                    4395.0
+                ],
+                [
+                    506.11,
+                    6045.0
+                ],
+                [
+                    4066.59,
+                    1935.0
+                ],
+                [
+                    82.89,
+                    6990.0
+                ],
+                [
+                    185.43,
+                    8295.0
+                ],
+                [
+                    2103.56,
+                    3840.0
+                ],
+                [
+                    2251.94,
+                    4095.0
+                ],
+                [
+                    122.36,
+                    10155.0
+                ],
+                [
+                    377.83,
+                    5790.0
+                ],
+                [
+                    1939.75,
+                    4695.0
+                ],
+                [
+                    443.8,
+                    5295.0
+                ],
+                [
+                    967.4,
+                    6045.0
+                ],
+                [
+                    4136.27,
+                    3705.0
+                ],
+                [
+                    512.55,
+                    6375.0
+                ],
+                [
+                    918.64,
+                    4785.0
+                ],
+                [
+                    1164.84,
+                    4830.0
+                ],
+                [
+                    1717.19,
+                    3450.0
+                ],
+                [
+                    170.13,
+                    5595.0
+                ],
+                [
+                    482.76,
+                    5325.0
+                ],
+                [
+                    2175.03,
+                    4155.0
+                ],
+                [
+                    187.48,
+                    4275.0
+                ],
+                [
+                    161.94,
+                    5955.0
+                ],
+                [
+                    289.32,
+                    6180.0
+                ],
+                [
+                    130.99,
+                    5580.0
+                ],
+                [
+                    372.14,
+                    6075.0
+                ],
+                [
+                    2408.99,
+                    3345.0
+                ],
+                [
+                    2175.74,
+                    4215.0
+                ],
+                [
+                    4082.02,
+                    2310.0
+                ],
+                [
+                    90.46,
+                    7500.0
+                ],
+                [
+                    390.97,
+                    6090.0
+                ],
+                [
+                    104.81,
+                    7875.0
+                ],
+                [
+                    90.46,
+                    9585.0
+                ]
+            ],
+            "label": {
+                "show": false,
+                "margin": 8,
+                "valueAnimation": false
+            }
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "\u623f\u4ef7"
+            ],
+            "selected": {},
+            "show": true,
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "xAxis": [
+        {
+            "type": "value",
+            "name": "\u8ddd\u79bb\uff08\u7c73\uff09",
+            "show": true,
+            "scale": false,
+            "nameLocation": "end",
+            "nameGap": 15,
+            "gridIndex": 0,
+            "inverse": false,
+            "offset": 0,
+            "splitNumber": 5,
+            "minInterval": 0,
+            "splitLine": {
+                "show": true,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0,
+            "data": [
+                84.88,
+                306.59,
+                561.98,
+                561.98,
+                390.57,
+                2175.03,
+                623.47,
+                287.6,
+                5512.04,
+                1783.18,
+                405.21,
+                90.46,
+                492.23,
+                2469.65,
+                1164.84,
+                579.21,
+                293.0,
+                350.85,
+                368.14,
+                23.38,
+                2275.88,
+                279.17,
+                1360.14,
+                279.17,
+                480.7,
+                1487.87,
+                383.86,
+                276.45,
+                557.48,
+                451.24,
+                4519.69,
+                769.4,
+                488.57,
+                323.66,
+                205.37,
+                4079.42,
+                1935.01,
+                1360.14,
+                577.96,
+                289.32,
+                4082.02,
+                4066.59,
+                519.46,
+                512.79,
+                533.48,
+                488.82,
+                463.96,
+                640.74,
+                4605.75,
+                4510.36,
+                512.55,
+                1758.41,
+                1438.58,
+                492.23,
+                289.32,
+                1160.63,
+                371.25,
+                56.47,
+                4510.36,
+                336.05,
+                1931.21,
+                259.66,
+                2175.88,
+                533.48,
+                995.76,
+                123.74,
+                193.58,
+                104.81,
+                464.22,
+                561.98,
+                90.46,
+                640.74,
+                424.54,
+                4082.02,
+                379.56,
+                1360.14,
+                616.4,
+                2185.13,
+                552.44,
+                1414.84,
+                533.48,
+                377.8,
+                150.93,
+                2707.39,
+                383.28,
+                338.97,
+                1455.8,
+                4066.59,
+                1406.43,
+                3947.95,
+                274.01,
+                1402.02,
+                2469.65,
+                1146.33,
+                167.6,
+                104.81,
+                90.46,
+                617.44,
+                289.32,
+                90.46,
+                964.75,
+                170.13,
+                193.58,
+                208.39,
+                392.45,
+                293.0,
+                189.52,
+                1360.14,
+                592.5,
+                2147.38,
+                104.81,
+                196.62,
+                2102.43,
+                393.26,
+                143.84,
+                737.92,
+                6396.28,
+                4197.35,
+                1583.72,
+                289.32,
+                492.23,
+                492.23,
+                414.95,
+                185.43,
+                279.17,
+                193.58,
+                804.69,
+                383.86,
+                124.99,
+                216.83,
+                535.53,
+                2147.38,
+                482.76,
+                373.39,
+                186.97,
+                1009.24,
+                390.57,
+                319.07,
+                942.47,
+                492.23,
+                289.32,
+                1559.83,
+                640.61,
+                492.23,
+                1360.14,
+                451.24,
+                185.43,
+                489.88,
+                3780.59,
+                179.45,
+                170.73,
+                387.77,
+                1360.14,
+                376.17,
+                4066.59,
+                4082.02,
+                1264.73,
+                815.93,
+                390.57,
+                815.93,
+                49.66,
+                616.4,
+                4066.59,
+                104.81,
+                185.43,
+                1236.56,
+                293.0,
+                330.09,
+                515.11,
+                1962.63,
+                4527.69,
+                383.86,
+                90.46,
+                401.88,
+                432.04,
+                472.17,
+                4573.78,
+                181.08,
+                1144.44,
+                438.85,
+                4449.27,
+                201.89,
+                2147.38,
+                4082.02,
+                2615.47,
+                1447.29,
+                2185.13,
+                3078.18,
+                190.04,
+                4066.59,
+                616.57,
+                750.07,
+                57.59,
+                421.48,
+                3771.9,
+                461.1,
+                707.91,
+                126.73,
+                157.61,
+                451.64,
+                995.76,
+                561.98,
+                642.7,
+                289.32,
+                1414.84,
+                1449.72,
+                379.56,
+                665.06,
+                1360.14,
+                175.63,
+                390.57,
+                274.01,
+                1805.67,
+                90.46,
+                1783.18,
+                383.71,
+                590.93,
+                372.62,
+                492.23,
+                529.78,
+                186.51,
+                1402.02,
+                431.11,
+                1402.02,
+                324.94,
+                193.58,
+                4082.02,
+                265.06,
+                3171.33,
+                1156.41,
+                2147.38,
+                4074.74,
+                4412.77,
+                333.37,
+                2216.61,
+                250.63,
+                373.84,
+                732.85,
+                732.85,
+                837.72,
+                1712.63,
+                250.63,
+                2077.39,
+                204.17,
+                1559.83,
+                639.62,
+                389.82,
+                1055.07,
+                1009.24,
+                6306.15,
+                424.71,
+                1159.45,
+                90.46,
+                1735.6,
+                329.97,
+                5512.04,
+                339.23,
+                444.13,
+                293.0,
+                837.72,
+                1485.1,
+                2288.01,
+                289.32,
+                2147.38,
+                493.66,
+                815.93,
+                1783.18,
+                482.76,
+                390.57,
+                837.72,
+                252.58,
+                451.64,
+                492.23,
+                170.13,
+                394.02,
+                23.38,
+                461.1,
+                2185.13,
+                208.39,
+                1554.25,
+                184.33,
+                387.77,
+                1455.8,
+                1978.67,
+                383.28,
+                718.29,
+                90.46,
+                461.1,
+                323.69,
+                289.32,
+                490.34,
+                56.47,
+                395.67,
+                383.28,
+                335.53,
+                2179.59,
+                1144.44,
+                567.03,
+                4082.02,
+                121.73,
+                156.24,
+                461.78,
+                2288.01,
+                439.71,
+                1626.08,
+                289.32,
+                169.98,
+                3079.89,
+                289.32,
+                1264.73,
+                1643.5,
+                537.8,
+                318.53,
+                104.81,
+                577.96,
+                1756.41,
+                250.63,
+                752.77,
+                379.56,
+                272.68,
+                4197.35,
+                964.75,
+                187.48,
+                197.13,
+                1712.63,
+                488.82,
+                56.47,
+                757.34,
+                1497.71,
+                4197.35,
+                1156.78,
+                4519.69,
+                617.71,
+                104.81,
+                1013.34,
+                337.6,
+                1867.23,
+                600.86,
+                258.19,
+                329.97,
+                270.89,
+                750.07,
+                90.46,
+                563.29,
+                3085.17,
+                185.43,
+                1712.63,
+                6488.02,
+                259.66,
+                104.81,
+                492.23,
+                2180.25,
+                2674.96,
+                2147.38,
+                1360.14,
+                383.86,
+                211.45,
+                338.97,
+                193.58,
+                2408.99,
+                87.3,
+                281.21,
+                967.4,
+                109.95,
+                614.14,
+                2261.43,
+                1801.54,
+                1828.32,
+                350.85,
+                2185.13,
+                289.32,
+                312.9,
+                157.61,
+                274.01,
+                390.57,
+                1157.99,
+                1717.19,
+                49.66,
+                587.89,
+                293.0,
+                289.32,
+                132.55,
+                3529.56,
+                506.11,
+                4066.59,
+                82.89,
+                185.43,
+                2103.56,
+                2251.94,
+                122.36,
+                377.83,
+                1939.75,
+                443.8,
+                967.4,
+                4136.27,
+                512.55,
+                918.64,
+                1164.84,
+                1717.19,
+                170.13,
+                482.76,
+                2175.03,
+                187.48,
+                161.94,
+                289.32,
+                130.99,
+                372.14,
+                2408.99,
+                2175.74,
+                4082.02,
+                90.46,
+                390.97,
+                104.81,
+                90.46
+            ]
+        }
+    ],
+    "yAxis": [
+        {
+            "name": "\u5355\u4f4d\u9762\u79ef\u623f\u4ef7\uff08\u5143\uff09",
+            "show": true,
+            "scale": false,
+            "nameLocation": "end",
+            "nameGap": 15,
+            "gridIndex": 0,
+            "inverse": false,
+            "offset": 0,
+            "splitNumber": 5,
+            "minInterval": 0,
+            "splitLine": {
+                "show": true,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0
+        }
+    ],
+    "title": [
+        {
+            "show": true,
+            "text": "\u8ddd\u79bb\u5730\u94c1\u7ad9\u4e0e\u5355\u4f4d\u9762\u79ef\u623f\u4ef7\u7684\u5173\u7cfb",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ],
+    "visualMap": {
+        "show": true,
+        "type": "continuous",
+        "min": 0,
+        "max": 17625.0,
+        "inRange": {
+            "symbolSize": [
+                5,
+                20
+            ]
+        },
+        "calculable": true,
+        "inverse": false,
+        "splitNumber": 5,
+        "hoverLink": true,
+        "orient": "vertical",
+        "padding": 5,
+        "showLabel": true,
+        "itemWidth": 20,
+        "itemHeight": 140,
+        "borderWidth": 0
+    }
+};
+                chart_f4cba10d2fdd4d9b9b773ab6591dcc41.setOption(option_f4cba10d2fdd4d9b9b773ab6591dcc41);
+        });
+    </script>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[54]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="kn">import</span> <span class="n">Bar</span>
+
+<span class="n">bins</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">10</span><span class="p">]</span>
+<span class="n">labels</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;较少&#39;</span><span class="p">,</span> <span class="s1">&#39;中等&#39;</span><span class="p">,</span> <span class="s1">&#39;较多&#39;</span><span class="p">]</span>
+<span class="n">df</span><span class="p">[</span><span class="s1">&#39;商店分组&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">cut</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;附近的商店个数&#39;</span><span class="p">],</span> <span class="n">bins</span><span class="o">=</span><span class="n">bins</span><span class="p">,</span> <span class="n">labels</span><span class="o">=</span><span class="n">labels</span><span class="p">,</span> <span class="n">right</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+<span class="n">grouped</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s1">&#39;商店分组&#39;</span><span class="p">)[</span><span class="s1">&#39;单位面积的房价&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
+
+<span class="n">bar</span> <span class="o">=</span> <span class="n">Bar</span><span class="p">()</span>
+<span class="n">bar</span><span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">grouped</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">tolist</span><span class="p">())</span>
+<span class="n">bar</span><span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;平均房价&quot;</span><span class="p">,</span> <span class="n">grouped</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span> <span class="n">label_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">LabelOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+
+<span class="n">bar</span><span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
+    <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;不同商店数量区间的平均房价&quot;</span><span class="p">),</span>
+    <span class="n">xaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;商店数量分组&quot;</span><span class="p">,</span> <span class="n">type_</span><span class="o">=</span><span class="s2">&quot;category&quot;</span><span class="p">),</span>
+    <span class="n">yaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;平均单位面积房价（元）&quot;</span><span class="p">))</span>
+
+<span class="n">bar</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[54]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+
+<script>
+    require.config({
+        paths: {
+            'echarts':'https://assets.pyecharts.org/assets/v5/echarts.min'
+        }
+    });
+</script>
+
+        <div id="7c512f9d9a6d4faca2da952386bff620" style="width:900px; height:500px;"></div>
+
+<script>
+        require(['echarts'], function(echarts) {
+                var chart_7c512f9d9a6d4faca2da952386bff620 = echarts.init(
+                    document.getElementById('7c512f9d9a6d4faca2da952386bff620'), 'white', {renderer: 'canvas'});
+                var option_7c512f9d9a6d4faca2da952386bff620 = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "bar",
+            "name": "\u5e73\u5747\u623f\u4ef7",
+            "legendHoverLink": true,
+            "data": [
+                4625.69,
+                6555.81,
+                7196.54
+            ],
+            "realtimeSort": false,
+            "showBackground": false,
+            "stackStrategy": "samesign",
+            "cursor": "pointer",
+            "barMinHeight": 0,
+            "barCategoryGap": "20%",
+            "barGap": "30%",
+            "large": false,
+            "largeThreshold": 400,
+            "seriesLayoutBy": "column",
+            "datasetIndex": 0,
+            "clip": true,
+            "zlevel": 0,
+            "z": 2,
+            "label": {
+                "show": true,
+                "margin": 8,
+                "valueAnimation": false
+            }
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "\u5e73\u5747\u623f\u4ef7"
+            ],
+            "selected": {},
+            "show": true,
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "xAxis": [
+        {
+            "type": "category",
+            "name": "\u5546\u5e97\u6570\u91cf\u5206\u7ec4",
+            "show": true,
+            "scale": false,
+            "nameLocation": "end",
+            "nameGap": 15,
+            "gridIndex": 0,
+            "inverse": false,
+            "offset": 0,
+            "splitNumber": 5,
+            "minInterval": 0,
+            "splitLine": {
+                "show": true,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0,
+            "data": [
+                "\u8f83\u5c11",
+                "\u4e2d\u7b49",
+                "\u8f83\u591a"
+            ]
+        }
+    ],
+    "yAxis": [
+        {
+            "name": "\u5e73\u5747\u5355\u4f4d\u9762\u79ef\u623f\u4ef7\uff08\u5143\uff09",
+            "show": true,
+            "scale": false,
+            "nameLocation": "end",
+            "nameGap": 15,
+            "gridIndex": 0,
+            "inverse": false,
+            "offset": 0,
+            "splitNumber": 5,
+            "minInterval": 0,
+            "splitLine": {
+                "show": true,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0
+        }
+    ],
+    "title": [
+        {
+            "show": true,
+            "text": "\u4e0d\u540c\u5546\u5e97\u6570\u91cf\u533a\u95f4\u7684\u5e73\u5747\u623f\u4ef7",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ]
+};
+                chart_7c512f9d9a6d4faca2da952386bff620.setOption(option_7c512f9d9a6d4faca2da952386bff620);
+        });
+    </script>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[55]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="kn">import</span> <span class="n">Pie</span>
+
+<span class="n">year_count</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;交易年份&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+
+<span class="n">pie</span> <span class="o">=</span> <span class="n">Pie</span><span class="p">()</span>
+<span class="n">pie</span><span class="o">.</span><span class="n">add</span><span class="p">(</span>
+    <span class="n">series_name</span><span class="o">=</span><span class="s2">&quot;交易年份&quot;</span><span class="p">,</span>
+    <span class="n">data_pair</span><span class="o">=</span><span class="p">[(</span><span class="nb">str</span><span class="p">(</span><span class="n">year</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">count</span><span class="p">))</span> <span class="k">for</span> <span class="n">year</span><span class="p">,</span> <span class="n">count</span> <span class="ow">in</span> <span class="n">year_count</span><span class="o">.</span><span class="n">items</span><span class="p">()],</span>
+    <span class="n">radius</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;30%&quot;</span><span class="p">,</span> <span class="s2">&quot;70%&quot;</span><span class="p">],</span>  <span class="c1"># 可选：环形饼图</span>
+    <span class="n">label_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">LabelOpts</span><span class="p">(</span><span class="n">formatter</span><span class="o">=</span><span class="s2">&quot;</span><span class="si">{b}</span><span class="s2">: </span><span class="si">{d}</span><span class="s2">%&quot;</span><span class="p">)</span>
+<span class="p">)</span>
+
+<span class="n">pie</span><span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
+    <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;各年份房屋交易分布&quot;</span><span class="p">),</span>
+    <span class="n">legend_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">LegendOpts</span><span class="p">(</span><span class="n">orient</span><span class="o">=</span><span class="s2">&quot;vertical&quot;</span><span class="p">,</span> <span class="n">pos_top</span><span class="o">=</span><span class="s2">&quot;15%&quot;</span><span class="p">,</span> <span class="n">pos_left</span><span class="o">=</span><span class="s2">&quot;2%&quot;</span><span class="p">)</span>
+<span class="p">)</span>
+<span class="n">pie</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[55]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+
+<script>
+    require.config({
+        paths: {
+            'echarts':'https://assets.pyecharts.org/assets/v5/echarts.min'
+        }
+    });
+</script>
+
+        <div id="a57d95bc890a4ef0b9a7917006ddf3d5" style="width:900px; height:500px;"></div>
+
+<script>
+        require(['echarts'], function(echarts) {
+                var chart_a57d95bc890a4ef0b9a7917006ddf3d5 = echarts.init(
+                    document.getElementById('a57d95bc890a4ef0b9a7917006ddf3d5'), 'white', {renderer: 'canvas'});
+                var option_a57d95bc890a4ef0b9a7917006ddf3d5 = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "pie",
+            "name": "\u4ea4\u6613\u5e74\u4efd",
+            "colorBy": "data",
+            "legendHoverLink": true,
+            "selectedMode": false,
+            "selectedOffset": 10,
+            "clockwise": true,
+            "startAngle": 90,
+            "minAngle": 0,
+            "minShowLabelAngle": 0,
+            "avoidLabelOverlap": true,
+            "stillShowZeroSum": true,
+            "percentPrecision": 2,
+            "showEmptyCircle": true,
+            "emptyCircleStyle": {
+                "color": "lightgray",
+                "borderColor": "#000",
+                "borderWidth": 0,
+                "borderType": "solid",
+                "borderDashOffset": 0,
+                "borderCap": "butt",
+                "borderJoin": "bevel",
+                "borderMiterLimit": 10,
+                "opacity": 1
+            },
+            "data": [
+                {
+                    "name": "2018.0",
+                    "value": 126
+                },
+                {
+                    "name": "2019.0",
+                    "value": 218
+                },
+                {
+                    "name": "2020.0",
+                    "value": 70
+                }
+            ],
+            "radius": [
+                "30%",
+                "70%"
+            ],
+            "center": [
+                "50%",
+                "50%"
+            ],
+            "label": {
+                "show": true,
+                "margin": 8,
+                "formatter": "{b}: {d}%",
+                "valueAnimation": false
+            },
+            "labelLine": {
+                "show": true,
+                "showAbove": false,
+                "length": 15,
+                "length2": 15,
+                "smooth": false,
+                "minTurnAngle": 90,
+                "maxSurfaceAngle": 90
+            }
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "2018.0",
+                "2019.0",
+                "2020.0"
+            ],
+            "selected": {},
+            "show": true,
+            "left": "2%",
+            "top": "15%",
+            "orient": "vertical",
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "title": [
+        {
+            "show": true,
+            "text": "\u5404\u5e74\u4efd\u623f\u5c4b\u4ea4\u6613\u5206\u5e03",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ]
+};
+                chart_a57d95bc890a4ef0b9a7917006ddf3d5.setOption(option_a57d95bc890a4ef0b9a7917006ddf3d5);
+        });
+    </script>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[56]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="kn">import</span> <span class="n">Boxplot</span>
+
+<span class="n">features</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;房屋年龄&#39;</span><span class="p">,</span> <span class="s1">&#39;离地铁站的距离&#39;</span><span class="p">,</span> <span class="s1">&#39;附近的商店个数&#39;</span><span class="p">,</span> <span class="s1">&#39;单位面积的房价&#39;</span><span class="p">]</span>
+
+<span class="n">values</span> <span class="o">=</span> <span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="n">f</span><span class="p">]</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span> <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">features</span><span class="p">]</span>
+
+<span class="n">box</span> <span class="o">=</span> <span class="n">Boxplot</span><span class="p">()</span>
+<span class="n">box_data</span> <span class="o">=</span> <span class="n">box</span><span class="o">.</span><span class="n">prepare_data</span><span class="p">(</span><span class="n">values</span><span class="p">)</span>  <span class="c1"># 自动计算五数概括</span>
+
+<span class="n">box</span><span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">features</span><span class="p">)</span>
+<span class="n">box</span><span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;特征分布&quot;</span><span class="p">,</span> <span class="n">box_data</span><span class="p">)</span>
+
+<span class="n">box</span><span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
+    <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;四个特征的箱线图分析&quot;</span><span class="p">),</span>
+    <span class="n">yaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;数值&quot;</span><span class="p">),</span>
+    <span class="n">xaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;特征&quot;</span><span class="p">)</span>
+<span class="p">)</span>
+
+<span class="n">box</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt">Out[56]:</div>
+
+
+
+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html">
+
+<script>
+    require.config({
+        paths: {
+            'echarts':'https://assets.pyecharts.org/assets/v5/echarts.min'
+        }
+    });
+</script>
+
+        <div id="5da46a68ff6e4e38b3980468fab27748" style="width:900px; height:500px;"></div>
+
+<script>
+        require(['echarts'], function(echarts) {
+                var chart_5da46a68ff6e4e38b3980468fab27748 = echarts.init(
+                    document.getElementById('5da46a68ff6e4e38b3980468fab27748'), 'white', {renderer: 'canvas'});
+                var option_5da46a68ff6e4e38b3980468fab27748 = {
+    "animation": true,
+    "animationThreshold": 2000,
+    "animationDuration": 1000,
+    "animationEasing": "cubicOut",
+    "animationDelay": 0,
+    "animationDurationUpdate": 300,
+    "animationEasingUpdate": "cubicOut",
+    "animationDelayUpdate": 0,
+    "aria": {
+        "enabled": false
+    },
+    "color": [
+        "#5470c6",
+        "#91cc75",
+        "#fac858",
+        "#ee6666",
+        "#73c0de",
+        "#3ba272",
+        "#fc8452",
+        "#9a60b4",
+        "#ea7ccc"
+    ],
+    "series": [
+        {
+            "type": "boxplot",
+            "name": "\u7279\u5f81\u5206\u5e03",
+            "legendHoverLink": true,
+            "hoverAnimation": true,
+            "boxWidth": [
+                7,
+                50
+            ],
+            "selectedMode": false,
+            "data": [
+                [
+                    0.0,
+                    4.5,
+                    8.1,
+                    14.125,
+                    21.9
+                ],
+                [
+                    23.38,
+                    289.32,
+                    492.23,
+                    1455.8,
+                    6488.02
+                ],
+                [
+                    0.0,
+                    1.0,
+                    4.0,
+                    6.0,
+                    10.0
+                ],
+                [
+                    1140.0,
+                    4140.0,
+                    5767.5,
+                    6990.0,
+                    17625.0
+                ]
+            ],
+            "label": {
+                "show": true,
+                "margin": 8,
+                "valueAnimation": false
+            },
+            "markPoint": {
+                "label": {
+                    "show": true,
+                    "position": "inside",
+                    "color": "#fff",
+                    "margin": 8,
+                    "valueAnimation": false
+                }
+            },
+            "markLine": {
+                "silent": false,
+                "precision": 2,
+                "label": {
+                    "show": true,
+                    "margin": 8,
+                    "valueAnimation": false
+                }
+            },
+            "zlevel": 0,
+            "z": 2
+        }
+    ],
+    "legend": [
+        {
+            "data": [
+                "\u7279\u5f81\u5206\u5e03"
+            ],
+            "selected": {},
+            "show": true,
+            "padding": 5,
+            "itemGap": 10,
+            "itemWidth": 25,
+            "itemHeight": 14,
+            "backgroundColor": "transparent",
+            "borderColor": "#ccc",
+            "borderRadius": 0,
+            "pageButtonItemGap": 5,
+            "pageButtonPosition": "end",
+            "pageFormatter": "{current}/{total}",
+            "pageIconColor": "#2f4554",
+            "pageIconInactiveColor": "#aaa",
+            "pageIconSize": 15,
+            "animationDurationUpdate": 800,
+            "selector": false,
+            "selectorPosition": "auto",
+            "selectorItemGap": 7,
+            "selectorButtonGap": 10
+        }
+    ],
+    "tooltip": {
+        "show": true,
+        "trigger": "item",
+        "triggerOn": "mousemove|click",
+        "axisPointer": {
+            "type": "line"
+        },
+        "showContent": true,
+        "alwaysShowContent": false,
+        "showDelay": 0,
+        "hideDelay": 100,
+        "enterable": false,
+        "confine": false,
+        "appendToBody": false,
+        "transitionDuration": 0.4,
+        "textStyle": {
+            "fontSize": 14
+        },
+        "borderWidth": 0,
+        "padding": 5,
+        "order": "seriesAsc"
+    },
+    "xAxis": [
+        {
+            "name": "\u7279\u5f81",
+            "show": true,
+            "scale": false,
+            "nameLocation": "end",
+            "nameGap": 15,
+            "gridIndex": 0,
+            "inverse": false,
+            "offset": 0,
+            "splitNumber": 5,
+            "minInterval": 0,
+            "splitLine": {
+                "show": true,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0,
+            "data": [
+                "\u623f\u5c4b\u5e74\u9f84",
+                "\u79bb\u5730\u94c1\u7ad9\u7684\u8ddd\u79bb",
+                "\u9644\u8fd1\u7684\u5546\u5e97\u4e2a\u6570",
+                "\u5355\u4f4d\u9762\u79ef\u7684\u623f\u4ef7"
+            ]
+        }
+    ],
+    "yAxis": [
+        {
+            "name": "\u6570\u503c",
+            "show": true,
+            "scale": false,
+            "nameLocation": "end",
+            "nameGap": 15,
+            "gridIndex": 0,
+            "inverse": false,
+            "offset": 0,
+            "splitNumber": 5,
+            "minInterval": 0,
+            "splitLine": {
+                "show": true,
+                "lineStyle": {
+                    "show": true,
+                    "width": 1,
+                    "opacity": 1,
+                    "curveness": 0,
+                    "type": "solid"
+                }
+            },
+            "animation": true,
+            "animationThreshold": 2000,
+            "animationDuration": 1000,
+            "animationEasing": "cubicOut",
+            "animationDelay": 0,
+            "animationDurationUpdate": 300,
+            "animationEasingUpdate": "cubicOut",
+            "animationDelayUpdate": 0
+        }
+    ],
+    "title": [
+        {
+            "show": true,
+            "text": "\u56db\u4e2a\u7279\u5f81\u7684\u7bb1\u7ebf\u56fe\u5206\u6790",
+            "target": "blank",
+            "subtarget": "blank",
+            "padding": 5,
+            "itemGap": 10,
+            "textAlign": "auto",
+            "textVerticalAlign": "auto",
+            "triggerEvent": false
+        }
+    ]
+};
+                chart_5da46a68ff6e4e38b3980468fab27748.setOption(option_5da46a68ff6e4e38b3980468fab27748);
+        });
+    </script>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[68]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.datasets</span> <span class="kn">import</span> <span class="n">load_iris</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="c1"># 加载 &amp; 处理数据集</span>
+<span class="n">iris</span> <span class="o">=</span> <span class="n">load_iris</span><span class="p">()</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">iris</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">iris</span><span class="o">.</span><span class="n">feature_names</span><span class="p">)</span>
+<span class="n">df</span><span class="p">[</span><span class="s1">&#39;类型&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">iris</span><span class="o">.</span><span class="n">target</span>
+<span class="n">df</span><span class="p">[</span><span class="s1">&#39;类型&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;类型&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">map</span><span class="p">({</span><span class="mi">0</span><span class="p">:</span> <span class="s1">&#39;setosa&#39;</span><span class="p">,</span> <span class="mi">1</span><span class="p">:</span> <span class="s1">&#39;versicolor&#39;</span><span class="p">,</span> <span class="mi">2</span><span class="p">:</span> <span class="s1">&#39;virginica&#39;</span><span class="p">})</span>
+<span class="n">df</span><span class="p">[</span><span class="s1">&#39;花萼(cm)&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;sepal length (cm)&#39;</span><span class="p">]</span>
+<span class="n">df</span><span class="p">[</span><span class="s1">&#39;花瓣(cm)&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;petal length (cm)&#39;</span><span class="p">]</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[71]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">font_manager</span> <span class="k">as</span> <span class="n">fm</span>
+<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
+
+<span class="n">font_path</span> <span class="o">=</span> <span class="s1">&#39;/System/Library/Fonts/STHeiti Medium.ttc&#39;</span>
+<span class="n">my_font</span> <span class="o">=</span> <span class="n">fm</span><span class="o">.</span><span class="n">FontProperties</span><span class="p">(</span><span class="n">fname</span><span class="o">=</span><span class="n">font_path</span><span class="p">)</span>
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;font.family&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">my_font</span><span class="o">.</span><span class="n">get_name</span><span class="p">()</span>
+<span class="n">mpl</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;axes.unicode_minus&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">False</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[74]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="n">colors</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;setosa&#39;</span><span class="p">:</span> <span class="s1">&#39;red&#39;</span><span class="p">,</span> <span class="s1">&#39;versicolor&#39;</span><span class="p">:</span> <span class="s1">&#39;green&#39;</span><span class="p">,</span> <span class="s1">&#39;virginica&#39;</span><span class="p">:</span> <span class="s1">&#39;blue&#39;</span><span class="p">}</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
+<span class="k">for</span> <span class="n">species</span> <span class="ow">in</span> <span class="n">df</span><span class="p">[</span><span class="s1">&#39;类型&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">unique</span><span class="p">():</span>
+    <span class="n">subset</span> <span class="o">=</span> <span class="n">df</span><span class="p">[</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;类型&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">species</span><span class="p">]</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">subset</span><span class="p">[</span><span class="s1">&#39;sepal length (cm)&#39;</span><span class="p">],</span> <span class="n">subset</span><span class="p">[</span><span class="s1">&#39;petal length (cm)&#39;</span><span class="p">],</span>
+                <span class="n">label</span><span class="o">=</span><span class="n">species</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="n">colors</span><span class="p">[</span><span class="n">species</span><span class="p">])</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;花萼(cm)&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;花瓣(cm)&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;鸢尾花关系散点图&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+jp-needs-light-background
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[75]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
+<span class="n">sns</span><span class="o">.</span><span class="n">scatterplot</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">df</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s1">&#39;花萼(cm)&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;花瓣(cm)&#39;</span><span class="p">,</span> <span class="n">hue</span><span class="o">=</span><span class="s1">&#39;类型&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;鸢尾花关系散点图&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+
+
+<div class="jp-OutputArea jp-Cell-outputArea">
+
+<div class="jp-OutputArea-child">
+
+    
+    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
+
+
+
+
+<div class="jp-RenderedImage jp-OutputArea-output ">
+<img src="data:image/png;base64,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
+"
+class="
+jp-needs-light-background
+"
+>
+</div>
+
+</div>
+
+</div>
+
+</div>
+
+</div>
+</body>
+
+
+
+
+
+
+
+</html>