shap_tree_explainer_xgboost

shap_tree_explainer_xgboost.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>text</th>\n",
       "      <th>author</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>This process, however, afforded me no means of...</td>\n",
       "      <td>EAP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>It never once occurred to me that the fumbling...</td>\n",
       "      <td>HPL</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>In his left hand was a gold snuff box, from wh...</td>\n",
       "      <td>EAP</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>How lovely is spring As we looked from Windsor...</td>\n",
       "      <td>MWS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Finding nothing else, not even gold, the Super...</td>\n",
       "      <td>HPL</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                text author\n",
       "0  This process, however, afforded me no means of...    EAP\n",
       "1  It never once occurred to me that the fumbling...    HPL\n",
       "2  In his left hand was a gold snuff box, from wh...    EAP\n",
       "3  How lovely is spring As we looked from Windsor...    MWS\n",
       "4  Finding nothing else, not even gold, the Super...    HPL"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(\"spooky-author-identification/train.csv\", usecols=(\"text\", \"author\"))\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(19579, 2)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "EAP    7900\n",
       "MWS    6044\n",
       "HPL    5635\n",
       "Name: author, dtype: int64"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"author\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.model_selection import train_test_split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_train, df_test = train_test_split(df, test_size=0.4, random_state=42)\n",
    "df_valid, df_test = train_test_split(df_test, test_size=0.5, random_state=42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "((11747, 2), (3916, 2), (3916, 2))"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_train.shape, df_valid.shape, df_test.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.svm import SVC\n",
    "from xgboost.sklearn import XGBClassifier"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def list_of_classifiers():\n",
    "    \n",
    "    classifiers_list = [\n",
    "        XGBClassifier(),\n",
    "    ]\n",
    "    \n",
    "    return classifiers_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.pipeline import Pipeline\n",
    "from sklearn.feature_extraction.text import TfidfVectorizer\n",
    "from sklearn.preprocessing import LabelEncoder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy\n",
    "import en_core_web_sm\n",
    "import re\n",
    "nlp = en_core_web_sm.load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "def clean_text(input_string):\n",
    "    input_doc = nlp(input_string)\n",
    "    words = [token.text for token in input_doc if not token.is_stop and not token.is_punct]\n",
    "    reconstructed =  \" \".join(words)\n",
    "    extra_spaces_removed = \" \".join(reconstructed.split())\n",
    "    return re.sub('[^A-Za-z0-9 ]+', '', extra_spaces_removed).lower()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'crazy ones misfits rebels troublemakers round pegs square holes ones things differently fond rules respect status quo quote disagree glorify vilify thing ignore change things push human race forward crazy ones genius people crazy think change world ones rob siltanen'"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clean_text(\n",
    "\"\"\"\n",
    "       \n",
    "“Here's to the crazy ones. \n",
    "The misfits. \n",
    "The rebels. \n",
    "The troublemakers. \n",
    "The round pegs in the square holes. \n",
    "The ones who see things differently. \n",
    "They're not fond of rules. \n",
    "And they have no respect for the status quo. \n",
    "You can quote them, disagree with them, glorify or vilify them. \n",
    "About the only thing you can't do is ignore them. \n",
    "Because they change things. \n",
    "They push the human race forward. \n",
    "And while some may see them as the crazy ones, we see genius. \n",
    "Because the people who are crazy enough to think they can change the world, are the ones who do.”\n",
    "― Rob Siltanen \n",
    "\"\"\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "for classifier in list_of_classifiers():\n",
    "    pipe = Pipeline([\n",
    "        (\"vect\", TfidfVectorizer()),\n",
    "        (\"clf\", classifier),\n",
    "    ])\n",
    "    x_train = df_train[\"text\"].apply(clean_text)\n",
    "    le = LabelEncoder()\n",
    "    y_train = le.fit_transform(df_train[\"author\"].values)\n",
    "    pipe.fit(x_train, y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.metrics import classification_report, confusion_matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "def evaluate_df(df):\n",
    "    \n",
    "    x_test = df[\"text\"].apply(clean_text)\n",
    "    y_test = le.transform(df[\"author\"])\n",
    "    \n",
    "    y_pred = pipe.predict(x_test)\n",
    "    \n",
    "    y_test = le.inverse_transform(y_test)\n",
    "    y_pred = le.inverse_transform(y_pred)\n",
    "    \n",
    "    print(classification_report(y_test, y_pred, labels=le.classes_, zero_division=1))\n",
    "    print(confusion_matrix(y_test, y_pred, labels=le.classes_))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              precision    recall  f1-score   support\n",
      "\n",
      "         EAP       0.50      0.92      0.65      1564\n",
      "         HPL       0.75      0.35      0.48      1110\n",
      "         MWS       0.85      0.38      0.53      1242\n",
      "\n",
      "    accuracy                           0.59      3916\n",
      "   macro avg       0.70      0.55      0.55      3916\n",
      "weighted avg       0.68      0.59      0.56      3916\n",
      "\n",
      "[[1432   79   53]\n",
      " [ 689  390   31]\n",
      " [ 716   51  475]]\n"
     ]
    }
   ],
   "source": [
    "evaluate_df(df_valid)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              precision    recall  f1-score   support\n",
      "\n",
      "         EAP       0.49      0.92      0.64      1550\n",
      "         HPL       0.74      0.32      0.45      1138\n",
      "         MWS       0.83      0.36      0.50      1228\n",
      "\n",
      "    accuracy                           0.57      3916\n",
      "   macro avg       0.69      0.53      0.53      3916\n",
      "weighted avg       0.67      0.57      0.54      3916\n",
      "\n",
      "[[1428   69   53]\n",
      " [ 740  364   34]\n",
      " [ 734   56  438]]\n"
     ]
    }
   ],
   "source": [
    "evaluate_df(df_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align='center'><img src='data:image/png;base64,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' /></div><script>!function(t){function e(r){if(n[r])return n[r].exports;var i=n[r]={i:r,l:!1,exports:{}};return t[r].call(i.exports,i,i.exports,e),i.l=!0,i.exports}var n={};e.m=t,e.c=n,e.i=function(t){return t},e.d=function(t,n,r){e.o(t,n)||Object.defineProperty(t,n,{configurable:!1,enumerable:!0,get:r})},e.n=function(t){var n=t&&t.__esModule?function(){return t.default}:function(){return t};return e.d(n,\"a\",n),n},e.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},e.p=\"\",e(e.s=189)}([function(t,e,n){\"use strict\";function r(t,e,n,r,o,a,u,c){if(i(e),!t){var s;if(void 0===e)s=new Error(\"Minified exception occurred; use the non-minified dev environment for the full error message and additional helpful warnings.\");else{var l=[n,r,o,a,u,c],f=0;s=new Error(e.replace(/%s/g,function(){return l[f++]})),s.name=\"Invariant Violation\"}throw s.framesToPop=1,s}}var i=function(t){};t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=arguments.length-1,n=\"Minified React error #\"+t+\"; visit http://facebook.github.io/react/docs/error-decoder.html?invariant=\"+t,r=0;r<e;r++)n+=\"&args[]=\"+encodeURIComponent(arguments[r+1]);n+=\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\";var i=new Error(n);throw i.name=\"Invariant Violation\",i.framesToPop=1,i}t.exports=r},function(t,e,n){\"use strict\";var r=n(11),i=r;t.exports=i},function(t,e,n){\"use strict\";function r(t){if(null===t||void 0===t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}/*\n",
       "object-assign\n",
       "(c) Sindre Sorhus\n",
       "@license MIT\n",
       "*/\n",
       "var i=Object.getOwnPropertySymbols,o=Object.prototype.hasOwnProperty,a=Object.prototype.propertyIsEnumerable;t.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},n=0;n<10;n++)e[\"_\"+String.fromCharCode(n)]=n;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map(function(t){return e[t]}).join(\"\"))return!1;var r={};return\"abcdefghijklmnopqrst\".split(\"\").forEach(function(t){r[t]=t}),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},r)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var n,u,c=r(t),s=1;s<arguments.length;s++){n=Object(arguments[s]);for(var l in n)o.call(n,l)&&(c[l]=n[l]);if(i){u=i(n);for(var f=0;f<u.length;f++)a.call(n,u[f])&&(c[u[f]]=n[u[f]])}}return c}},function(t,e,n){\"use strict\";function r(t,e){return 1===t.nodeType&&t.getAttribute(d)===String(e)||8===t.nodeType&&t.nodeValue===\" react-text: \"+e+\" \"||8===t.nodeType&&t.nodeValue===\" react-empty: \"+e+\" \"}function i(t){for(var e;e=t._renderedComponent;)t=e;return t}function o(t,e){var n=i(t);n._hostNode=e,e[g]=n}function a(t){var e=t._hostNode;e&&(delete e[g],t._hostNode=null)}function u(t,e){if(!(t._flags&v.hasCachedChildNodes)){var n=t._renderedChildren,a=e.firstChild;t:for(var u in n)if(n.hasOwnProperty(u)){var c=n[u],s=i(c)._domID;if(0!==s){for(;null!==a;a=a.nextSibling)if(r(a,s)){o(c,a);continue t}f(\"32\",s)}}t._flags|=v.hasCachedChildNodes}}function c(t){if(t[g])return t[g];for(var e=[];!t[g];){if(e.push(t),!t.parentNode)return null;t=t.parentNode}for(var n,r;t&&(r=t[g]);t=e.pop())n=r,e.length&&u(r,t);return n}function s(t){var e=c(t);return null!=e&&e._hostNode===t?e:null}function l(t){if(void 0===t._hostNode&&f(\"33\"),t._hostNode)return t._hostNode;for(var e=[];!t._hostNode;)e.push(t),t._hostParent||f(\"34\"),t=t._hostParent;for(;e.length;t=e.pop())u(t,t._hostNode);return t._hostNode}var f=n(1),p=n(21),h=n(161),d=(n(0),p.ID_ATTRIBUTE_NAME),v=h,g=\"__reactInternalInstance$\"+Math.random().toString(36).slice(2),m={getClosestInstanceFromNode:c,getInstanceFromNode:s,getNodeFromInstance:l,precacheChildNodes:u,precacheNode:o,uncacheNode:a};t.exports=m},function(t,e,n){\"use strict\";function r(t,e,n,a){function u(e){return t(e=new Date(+e)),e}return u.floor=u,u.ceil=function(n){return t(n=new Date(n-1)),e(n,1),t(n),n},u.round=function(t){var e=u(t),n=u.ceil(t);return t-e<n-t?e:n},u.offset=function(t,n){return e(t=new Date(+t),null==n?1:Math.floor(n)),t},u.range=function(n,r,i){var o,a=[];if(n=u.ceil(n),i=null==i?1:Math.floor(i),!(n<r&&i>0))return a;do{a.push(o=new Date(+n)),e(n,i),t(n)}while(o<n&&n<r);return a},u.filter=function(n){return r(function(e){if(e>=e)for(;t(e),!n(e);)e.setTime(e-1)},function(t,r){if(t>=t)if(r<0)for(;++r<=0;)for(;e(t,-1),!n(t););else for(;--r>=0;)for(;e(t,1),!n(t););})},n&&(u.count=function(e,r){return i.setTime(+e),o.setTime(+r),t(i),t(o),Math.floor(n(i,o))},u.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?u.filter(a?function(e){return a(e)%t==0}:function(e){return u.count(0,e)%t==0}):u:null}),u}e.a=r;var i=new Date,o=new Date},function(t,e,n){\"use strict\";var r=!(\"undefined\"==typeof window||!window.document||!window.document.createElement),i={canUseDOM:r,canUseWorkers:\"undefined\"!=typeof Worker,canUseEventListeners:r&&!(!window.addEventListener&&!window.attachEvent),canUseViewport:r&&!!window.screen,isInWorker:!r};t.exports=i},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(101);n.d(e,\"bisect\",function(){return r.a}),n.d(e,\"bisectRight\",function(){return r.b}),n.d(e,\"bisectLeft\",function(){return r.c});var i=n(19);n.d(e,\"ascending\",function(){return i.a});var o=n(102);n.d(e,\"bisector\",function(){return o.a});var a=n(193);n.d(e,\"cross\",function(){return a.a});var u=n(194);n.d(e,\"descending\",function(){return u.a});var c=n(103);n.d(e,\"deviation\",function(){return c.a});var s=n(104);n.d(e,\"extent\",function(){return s.a});var l=n(195);n.d(e,\"histogram\",function(){return l.a});var f=n(205);n.d(e,\"thresholdFreedmanDiaconis\",function(){return f.a});var p=n(206);n.d(e,\"thresholdScott\",function(){return p.a});var h=n(108);n.d(e,\"thresholdSturges\",function(){return h.a});var d=n(197);n.d(e,\"max\",function(){return d.a});var v=n(198);n.d(e,\"mean\",function(){return v.a});var g=n(199);n.d(e,\"median\",function(){return g.a});var m=n(200);n.d(e,\"merge\",function(){return m.a});var y=n(105);n.d(e,\"min\",function(){return y.a});var _=n(106);n.d(e,\"pairs\",function(){return _.a});var b=n(201);n.d(e,\"permute\",function(){return b.a});var x=n(59);n.d(e,\"quantile\",function(){return x.a});var w=n(107);n.d(e,\"range\",function(){return w.a});var C=n(202);n.d(e,\"scan\",function(){return C.a});var k=n(203);n.d(e,\"shuffle\",function(){return k.a});var E=n(204);n.d(e,\"sum\",function(){return E.a});var M=n(109);n.d(e,\"ticks\",function(){return M.a}),n.d(e,\"tickIncrement\",function(){return M.b}),n.d(e,\"tickStep\",function(){return M.c});var T=n(110);n.d(e,\"transpose\",function(){return T.a});var S=n(111);n.d(e,\"variance\",function(){return S.a});var N=n(207);n.d(e,\"zip\",function(){return N.a})},function(t,e,n){\"use strict\";function r(t,e){this._groups=t,this._parents=e}function i(){return new r([[document.documentElement]],R)}n.d(e,\"c\",function(){return R}),e.b=r;var o=n(283),a=n(284),u=n(272),c=n(266),s=n(132),l=n(271),f=n(276),p=n(279),h=n(286),d=n(263),v=n(278),g=n(277),m=n(285),y=n(270),_=n(269),b=n(262),x=n(134),w=n(280),C=n(264),k=n(287),E=n(273),M=n(281),T=n(275),S=n(261),N=n(274),A=n(282),P=n(265),O=n(267),I=n(70),D=n(268),R=[null];r.prototype=i.prototype={constructor:r,select:o.a,selectAll:a.a,filter:u.a,data:c.a,enter:s.a,exit:l.a,merge:f.a,order:p.a,sort:h.a,call:d.a,nodes:v.a,node:g.a,size:m.a,empty:y.a,each:_.a,attr:b.a,style:x.b,property:w.a,classed:C.a,text:k.a,html:E.a,raise:M.a,lower:T.a,append:S.a,insert:N.a,remove:A.a,clone:P.a,datum:O.a,on:I.c,dispatch:D.a},e.a=i},function(t,e,n){\"use strict\";var r=null;t.exports={debugTool:r}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(61);n.d(e,\"color\",function(){return r.a}),n.d(e,\"rgb\",function(){return r.b}),n.d(e,\"hsl\",function(){return r.c});var i=n(218);n.d(e,\"lab\",function(){return i.a}),n.d(e,\"hcl\",function(){return i.b});var o=n(217);n.d(e,\"cubehelix\",function(){return o.a})},function(t,e,n){\"use strict\";function r(t){return function(){return t}}var i=function(){};i.thatReturns=r,i.thatReturnsFalse=r(!1),i.thatReturnsTrue=r(!0),i.thatReturnsNull=r(null),i.thatReturnsThis=function(){return this},i.thatReturnsArgument=function(t){return t},t.exports=i},function(t,e,n){\"use strict\";function r(){S.ReactReconcileTransaction&&w||l(\"123\")}function i(){this.reinitializeTransaction(),this.dirtyComponentsLength=null,this.callbackQueue=p.getPooled(),this.reconcileTransaction=S.ReactReconcileTransaction.getPooled(!0)}function o(t,e,n,i,o,a){return r(),w.batchedUpdates(t,e,n,i,o,a)}function a(t,e){return t._mountOrder-e._mountOrder}function u(t){var e=t.dirtyComponentsLength;e!==y.length&&l(\"124\",e,y.length),y.sort(a),_++;for(var n=0;n<e;n++){var r=y[n],i=r._pendingCallbacks;r._pendingCallbacks=null;var o;if(d.logTopLevelRenders){var u=r;r._currentElement.type.isReactTopLevelWrapper&&(u=r._renderedComponent),o=\"React update: \"+u.getName(),console.time(o)}if(v.performUpdateIfNecessary(r,t.reconcileTransaction,_),o&&console.timeEnd(o),i)for(var c=0;c<i.length;c++)t.callbackQueue.enqueue(i[c],r.getPublicInstance())}}function c(t){if(r(),!w.isBatchingUpdates)return void w.batchedUpdates(c,t);y.push(t),null==t._updateBatchNumber&&(t._updateBatchNumber=_+1)}function s(t,e){m(w.isBatchingUpdates,\"ReactUpdates.asap: Can't enqueue an asap callback in a context whereupdates are not being batched.\"),b.enqueue(t,e),x=!0}var l=n(1),f=n(3),p=n(159),h=n(18),d=n(164),v=n(24),g=n(55),m=n(0),y=[],_=0,b=p.getPooled(),x=!1,w=null,C={initialize:function(){this.dirtyComponentsLength=y.length},close:function(){this.dirtyComponentsLength!==y.length?(y.splice(0,this.dirtyComponentsLength),M()):y.length=0}},k={initialize:function(){this.callbackQueue.reset()},close:function(){this.callbackQueue.notifyAll()}},E=[C,k];f(i.prototype,g,{getTransactionWrappers:function(){return E},destructor:function(){this.dirtyComponentsLength=null,p.release(this.callbackQueue),this.callbackQueue=null,S.ReactReconcileTransaction.release(this.reconcileTransaction),this.reconcileTransaction=null},perform:function(t,e,n){return g.perform.call(this,this.reconcileTransaction.perform,this.reconcileTransaction,t,e,n)}}),h.addPoolingTo(i);var M=function(){for(;y.length||x;){if(y.length){var t=i.getPooled();t.perform(u,null,t),i.release(t)}if(x){x=!1;var e=b;b=p.getPooled(),e.notifyAll(),p.release(e)}}},T={injectReconcileTransaction:function(t){t||l(\"126\"),S.ReactReconcileTransaction=t},injectBatchingStrategy:function(t){t||l(\"127\"),\"function\"!=typeof t.batchedUpdates&&l(\"128\"),\"boolean\"!=typeof t.isBatchingUpdates&&l(\"129\"),w=t}},S={ReactReconcileTransaction:null,batchedUpdates:o,enqueueUpdate:c,flushBatchedUpdates:M,injection:T,asap:s};t.exports=S},function(t,e,n){\"use strict\";n.d(e,\"e\",function(){return r}),n.d(e,\"d\",function(){return i}),n.d(e,\"c\",function(){return o}),n.d(e,\"b\",function(){return a}),n.d(e,\"a\",function(){return u});var r=1e3,i=6e4,o=36e5,a=864e5,u=6048e5},function(t,e,n){\"use strict\";function r(t,e,n,r){this.dispatchConfig=t,this._targetInst=e,this.nativeEvent=n;var i=this.constructor.Interface;for(var o in i)if(i.hasOwnProperty(o)){var u=i[o];u?this[o]=u(n):\"target\"===o?this.target=r:this[o]=n[o]}var c=null!=n.defaultPrevented?n.defaultPrevented:!1===n.returnValue;return this.isDefaultPrevented=c?a.thatReturnsTrue:a.thatReturnsFalse,this.isPropagationStopped=a.thatReturnsFalse,this}var i=n(3),o=n(18),a=n(11),u=(n(2),[\"dispatchConfig\",\"_targetInst\",\"nativeEvent\",\"isDefaultPrevented\",\"isPropagationStopped\",\"_dispatchListeners\",\"_dispatchInstances\"]),c={type:null,target:null,currentTarget:a.thatReturnsNull,eventPhase:null,bubbles:null,cancelable:null,timeStamp:function(t){return t.timeStamp||Date.now()},defaultPrevented:null,isTrusted:null};i(r.prototype,{preventDefault:function(){this.defaultPrevented=!0;var t=this.nativeEvent;t&&(t.preventDefault?t.preventDefault():\"unknown\"!=typeof t.returnValue&&(t.returnValue=!1),this.isDefaultPrevented=a.thatReturnsTrue)},stopPropagation:function(){var t=this.nativeEvent;t&&(t.stopPropagation?t.stopPropagation():\"unknown\"!=typeof t.cancelBubble&&(t.cancelBubble=!0),this.isPropagationStopped=a.thatReturnsTrue)},persist:function(){this.isPersistent=a.thatReturnsTrue},isPersistent:a.thatReturnsFalse,destructor:function(){var t=this.constructor.Interface;for(var e in t)this[e]=null;for(var n=0;n<u.length;n++)this[u[n]]=null}}),r.Interface=c,r.augmentClass=function(t,e){var n=this,r=function(){};r.prototype=n.prototype;var a=new r;i(a,t.prototype),t.prototype=a,t.prototype.constructor=t,t.Interface=i({},n.Interface,e),t.augmentClass=n.augmentClass,o.addPoolingTo(t,o.fourArgumentPooler)},o.addPoolingTo(r,o.fourArgumentPooler),t.exports=r},function(t,e,n){\"use strict\";var r={current:null};t.exports=r},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return i}),n.d(e,\"b\",function(){return o});var r=Array.prototype,i=r.map,o=r.slice},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(1),i=(n(0),function(t){var e=this;if(e.instancePool.length){var n=e.instancePool.pop();return e.call(n,t),n}return new e(t)}),o=function(t,e){var n=this;if(n.instancePool.length){var r=n.instancePool.pop();return n.call(r,t,e),r}return new n(t,e)},a=function(t,e,n){var r=this;if(r.instancePool.length){var i=r.instancePool.pop();return r.call(i,t,e,n),i}return new r(t,e,n)},u=function(t,e,n,r){var i=this;if(i.instancePool.length){var o=i.instancePool.pop();return i.call(o,t,e,n,r),o}return new i(t,e,n,r)},c=function(t){var e=this;t instanceof e||r(\"25\"),t.destructor(),e.instancePool.length<e.poolSize&&e.instancePool.push(t)},s=i,l=function(t,e){var n=t;return n.instancePool=[],n.getPooled=e||s,n.poolSize||(n.poolSize=10),n.release=c,n},f={addPoolingTo:l,oneArgumentPooler:i,twoArgumentPooler:o,threeArgumentPooler:a,fourArgumentPooler:u};t.exports=f},function(t,e,n){\"use strict\";e.a=function(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}},function(t,e,n){\"use strict\";function r(t){if(d){var e=t.node,n=t.children;if(n.length)for(var r=0;r<n.length;r++)v(e,n[r],null);else null!=t.html?f(e,t.html):null!=t.text&&h(e,t.text)}}function i(t,e){t.parentNode.replaceChild(e.node,t),r(e)}function o(t,e){d?t.children.push(e):t.node.appendChild(e.node)}function a(t,e){d?t.html=e:f(t.node,e)}function u(t,e){d?t.text=e:h(t.node,e)}function c(){return this.node.nodeName}function s(t){return{node:t,children:[],html:null,text:null,toString:c}}var l=n(83),f=n(57),p=n(91),h=n(176),d=\"undefined\"!=typeof document&&\"number\"==typeof document.documentMode||\"undefined\"!=typeof navigator&&\"string\"==typeof navigator.userAgent&&/\\bEdge\\/\\d/.test(navigator.userAgent),v=p(function(t,e,n){11===e.node.nodeType||1===e.node.nodeType&&\"object\"===e.node.nodeName.toLowerCase()&&(null==e.node.namespaceURI||e.node.namespaceURI===l.html)?(r(e),t.insertBefore(e.node,n)):(t.insertBefore(e.node,n),r(e))});s.insertTreeBefore=v,s.replaceChildWithTree=i,s.queueChild=o,s.queueHTML=a,s.queueText=u,t.exports=s},function(t,e,n){\"use strict\";function r(t,e){return(t&e)===e}var i=n(1),o=(n(0),{MUST_USE_PROPERTY:1,HAS_BOOLEAN_VALUE:4,HAS_NUMERIC_VALUE:8,HAS_POSITIVE_NUMERIC_VALUE:24,HAS_OVERLOADED_BOOLEAN_VALUE:32,injectDOMPropertyConfig:function(t){var e=o,n=t.Properties||{},a=t.DOMAttributeNamespaces||{},c=t.DOMAttributeNames||{},s=t.DOMPropertyNames||{},l=t.DOMMutationMethods||{};t.isCustomAttribute&&u._isCustomAttributeFunctions.push(t.isCustomAttribute);for(var f in n){u.properties.hasOwnProperty(f)&&i(\"48\",f);var p=f.toLowerCase(),h=n[f],d={attributeName:p,attributeNamespace:null,propertyName:f,mutationMethod:null,mustUseProperty:r(h,e.MUST_USE_PROPERTY),hasBooleanValue:r(h,e.HAS_BOOLEAN_VALUE),hasNumericValue:r(h,e.HAS_NUMERIC_VALUE),hasPositiveNumericValue:r(h,e.HAS_POSITIVE_NUMERIC_VALUE),hasOverloadedBooleanValue:r(h,e.HAS_OVERLOADED_BOOLEAN_VALUE)};if(d.hasBooleanValue+d.hasNumericValue+d.hasOverloadedBooleanValue<=1||i(\"50\",f),c.hasOwnProperty(f)){var v=c[f];d.attributeName=v}a.hasOwnProperty(f)&&(d.attributeNamespace=a[f]),s.hasOwnProperty(f)&&(d.propertyName=s[f]),l.hasOwnProperty(f)&&(d.mutationMethod=l[f]),u.properties[f]=d}}}),a=\":A-Z_a-z\\\\u00C0-\\\\u00D6\\\\u00D8-\\\\u00F6\\\\u00F8-\\\\u02FF\\\\u0370-\\\\u037D\\\\u037F-\\\\u1FFF\\\\u200C-\\\\u200D\\\\u2070-\\\\u218F\\\\u2C00-\\\\u2FEF\\\\u3001-\\\\uD7FF\\\\uF900-\\\\uFDCF\\\\uFDF0-\\\\uFFFD\",u={ID_ATTRIBUTE_NAME:\"data-reactid\",ROOT_ATTRIBUTE_NAME:\"data-reactroot\",ATTRIBUTE_NAME_START_CHAR:a,ATTRIBUTE_NAME_CHAR:a+\"\\\\-.0-9\\\\u00B7\\\\u0300-\\\\u036F\\\\u203F-\\\\u2040\",properties:{},getPossibleStandardName:null,_isCustomAttributeFunctions:[],isCustomAttribute:function(t){for(var e=0;e<u._isCustomAttributeFunctions.length;e++){if((0,u._isCustomAttributeFunctions[e])(t))return!0}return!1},injection:o};t.exports=u},function(t,e,n){\"use strict\";function r(t){return\"button\"===t||\"input\"===t||\"select\"===t||\"textarea\"===t}function i(t,e,n){switch(t){case\"onClick\":case\"onClickCapture\":case\"onDoubleClick\":case\"onDoubleClickCapture\":case\"onMouseDown\":case\"onMouseDownCapture\":case\"onMouseMove\":case\"onMouseMoveCapture\":case\"onMouseUp\":case\"onMouseUpCapture\":return!(!n.disabled||!r(e));default:return!1}}var o=n(1),a=n(84),u=n(52),c=n(88),s=n(169),l=n(170),f=(n(0),{}),p=null,h=function(t,e){t&&(u.executeDispatchesInOrder(t,e),t.isPersistent()||t.constructor.release(t))},d=function(t){return h(t,!0)},v=function(t){return h(t,!1)},g=function(t){return\".\"+t._rootNodeID},m={injection:{injectEventPluginOrder:a.injectEventPluginOrder,injectEventPluginsByName:a.injectEventPluginsByName},putListener:function(t,e,n){\"function\"!=typeof n&&o(\"94\",e,typeof n);var r=g(t);(f[e]||(f[e]={}))[r]=n;var i=a.registrationNameModules[e];i&&i.didPutListener&&i.didPutListener(t,e,n)},getListener:function(t,e){var n=f[e];if(i(e,t._currentElement.type,t._currentElement.props))return null;var r=g(t);return n&&n[r]},deleteListener:function(t,e){var n=a.registrationNameModules[e];n&&n.willDeleteListener&&n.willDeleteListener(t,e);var r=f[e];if(r){delete r[g(t)]}},deleteAllListeners:function(t){var e=g(t);for(var n in f)if(f.hasOwnProperty(n)&&f[n][e]){var r=a.registrationNameModules[n];r&&r.willDeleteListener&&r.willDeleteListener(t,n),delete f[n][e]}},extractEvents:function(t,e,n,r){for(var i,o=a.plugins,u=0;u<o.length;u++){var c=o[u];if(c){var l=c.extractEvents(t,e,n,r);l&&(i=s(i,l))}}return i},enqueueEvents:function(t){t&&(p=s(p,t))},processEventQueue:function(t){var e=p;p=null,t?l(e,d):l(e,v),p&&o(\"95\"),c.rethrowCaughtError()},__purge:function(){f={}},__getListenerBank:function(){return f}};t.exports=m},function(t,e,n){\"use strict\";function r(t,e,n){var r=e.dispatchConfig.phasedRegistrationNames[n];return m(t,r)}function i(t,e,n){var i=r(t,n,e);i&&(n._dispatchListeners=v(n._dispatchListeners,i),n._dispatchInstances=v(n._dispatchInstances,t))}function o(t){t&&t.dispatchConfig.phasedRegistrationNames&&d.traverseTwoPhase(t._targetInst,i,t)}function a(t){if(t&&t.dispatchConfig.phasedRegistrationNames){var e=t._targetInst,n=e?d.getParentInstance(e):null;d.traverseTwoPhase(n,i,t)}}function u(t,e,n){if(n&&n.dispatchConfig.registrationName){var r=n.dispatchConfig.registrationName,i=m(t,r);i&&(n._dispatchListeners=v(n._dispatchListeners,i),n._dispatchInstances=v(n._dispatchInstances,t))}}function c(t){t&&t.dispatchConfig.registrationName&&u(t._targetInst,null,t)}function s(t){g(t,o)}function l(t){g(t,a)}function f(t,e,n,r){d.traverseEnterLeave(n,r,u,t,e)}function p(t){g(t,c)}var h=n(22),d=n(52),v=n(169),g=n(170),m=(n(2),h.getListener),y={accumulateTwoPhaseDispatches:s,accumulateTwoPhaseDispatchesSkipTarget:l,accumulateDirectDispatches:p,accumulateEnterLeaveDispatches:f};t.exports=y},function(t,e,n){\"use strict\";function r(){i.attachRefs(this,this._currentElement)}var i=n(382),o=(n(9),n(2),{mountComponent:function(t,e,n,i,o,a){var u=t.mountComponent(e,n,i,o,a);return t._currentElement&&null!=t._currentElement.ref&&e.getReactMountReady().enqueue(r,t),u},getHostNode:function(t){return t.getHostNode()},unmountComponent:function(t,e){i.detachRefs(t,t._currentElement),t.unmountComponent(e)},receiveComponent:function(t,e,n,o){var a=t._currentElement;if(e!==a||o!==t._context){var u=i.shouldUpdateRefs(a,e);u&&i.detachRefs(t,a),t.receiveComponent(e,n,o),u&&t._currentElement&&null!=t._currentElement.ref&&n.getReactMountReady().enqueue(r,t)}},performUpdateIfNecessary:function(t,e,n){t._updateBatchNumber===n&&t.performUpdateIfNecessary(e)}});t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o=n(94),a={view:function(t){if(t.view)return t.view;var e=o(t);if(e.window===e)return e;var n=e.ownerDocument;return n?n.defaultView||n.parentWindow:window},detail:function(t){return t.detail||0}};i.augmentClass(r,a),t.exports=r},function(t,e,n){\"use strict\";var r=n(3),i=n(178),o=n(414),a=n(415),u=n(27),c=n(416),s=n(417),l=n(418),f=n(422),p=u.createElement,h=u.createFactory,d=u.cloneElement,v=r,g=function(t){return t},m={Children:{map:o.map,forEach:o.forEach,count:o.count,toArray:o.toArray,only:f},Component:i.Component,PureComponent:i.PureComponent,createElement:p,cloneElement:d,isValidElement:u.isValidElement,PropTypes:c,createClass:l,createFactory:h,createMixin:g,DOM:a,version:s,__spread:v};t.exports=m},function(t,e,n){\"use strict\";function r(t){return void 0!==t.ref}function i(t){return void 0!==t.key}var o=n(3),a=n(15),u=(n(2),n(182),Object.prototype.hasOwnProperty),c=n(180),s={key:!0,ref:!0,__self:!0,__source:!0},l=function(t,e,n,r,i,o,a){var u={$$typeof:c,type:t,key:e,ref:n,props:a,_owner:o};return u};l.createElement=function(t,e,n){var o,c={},f=null,p=null;if(null!=e){r(e)&&(p=e.ref),i(e)&&(f=\"\"+e.key),void 0===e.__self?null:e.__self,void 0===e.__source?null:e.__source;for(o in e)u.call(e,o)&&!s.hasOwnProperty(o)&&(c[o]=e[o])}var h=arguments.length-2;if(1===h)c.children=n;else if(h>1){for(var d=Array(h),v=0;v<h;v++)d[v]=arguments[v+2];c.children=d}if(t&&t.defaultProps){var g=t.defaultProps;for(o in g)void 0===c[o]&&(c[o]=g[o])}return l(t,f,p,0,0,a.current,c)},l.createFactory=function(t){var e=l.createElement.bind(null,t);return e.type=t,e},l.cloneAndReplaceKey=function(t,e){return l(t.type,e,t.ref,t._self,t._source,t._owner,t.props)},l.cloneElement=function(t,e,n){var c,f=o({},t.props),p=t.key,h=t.ref,d=(t._self,t._source,t._owner);if(null!=e){r(e)&&(h=e.ref,d=a.current),i(e)&&(p=\"\"+e.key);var v;t.type&&t.type.defaultProps&&(v=t.type.defaultProps);for(c in e)u.call(e,c)&&!s.hasOwnProperty(c)&&(void 0===e[c]&&void 0!==v?f[c]=v[c]:f[c]=e[c])}var g=arguments.length-2;if(1===g)f.children=n;else if(g>1){for(var m=Array(g),y=0;y<g;y++)m[y]=arguments[y+2];f.children=m}return l(t.type,p,h,0,0,d,f)},l.isValidElement=function(t){return\"object\"==typeof t&&null!==t&&t.$$typeof===c},t.exports=l},function(t,e,n){\"use strict\";e.a=function(t){return null===t?NaN:+t}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(219);n.d(e,\"formatDefaultLocale\",function(){return r.a}),n.d(e,\"format\",function(){return r.b}),n.d(e,\"formatPrefix\",function(){return r.c});var i=n(117);n.d(e,\"formatLocale\",function(){return i.a});var o=n(115);n.d(e,\"formatSpecifier\",function(){return o.a});var a=n(225);n.d(e,\"precisionFixed\",function(){return a.a});var u=n(226);n.d(e,\"precisionPrefix\",function(){return u.a});var c=n(227);n.d(e,\"precisionRound\",function(){return c.a})},function(t,e,n){\"use strict\";var r=n(65);n.d(e,\"b\",function(){return r.a});var i=(n(118),n(64),n(119),n(121),n(43));n.d(e,\"a\",function(){return i.a});var o=(n(122),n(233));n.d(e,\"c\",function(){return o.a});var a=(n(124),n(235),n(237),n(123),n(230),n(231),n(229),n(228));n.d(e,\"d\",function(){return a.a});n(232)},function(t,e,n){\"use strict\";function r(t,e){return function(n){return t+n*e}}function i(t,e,n){return t=Math.pow(t,n),e=Math.pow(e,n)-t,n=1/n,function(r){return Math.pow(t+r*e,n)}}function o(t,e){var i=e-t;return i?r(t,i>180||i<-180?i-360*Math.round(i/360):i):n.i(c.a)(isNaN(t)?e:t)}function a(t){return 1==(t=+t)?u:function(e,r){return r-e?i(e,r,t):n.i(c.a)(isNaN(e)?r:e)}}function u(t,e){var i=e-t;return i?r(t,i):n.i(c.a)(isNaN(t)?e:t)}e.b=o,e.c=a,e.a=u;var c=n(120)},function(t,e,n){\"use strict\";var r=n(238);n.d(e,\"a\",function(){return r.a})},function(t,e,n){\"use strict\";e.a=function(t){return t.match(/.{6}/g).map(function(t){return\"#\"+t})}},function(t,e,n){\"use strict\";function r(t){var e=t.domain;return t.ticks=function(t){var r=e();return n.i(o.ticks)(r[0],r[r.length-1],null==t?10:t)},t.tickFormat=function(t,r){return n.i(c.a)(e(),t,r)},t.nice=function(r){null==r&&(r=10);var i,a=e(),u=0,c=a.length-1,s=a[u],l=a[c];return l<s&&(i=s,s=l,l=i,i=u,u=c,c=i),i=n.i(o.tickIncrement)(s,l,r),i>0?(s=Math.floor(s/i)*i,l=Math.ceil(l/i)*i,i=n.i(o.tickIncrement)(s,l,r)):i<0&&(s=Math.ceil(s*i)/i,l=Math.floor(l*i)/i,i=n.i(o.tickIncrement)(s,l,r)),i>0?(a[u]=Math.floor(s/i)*i,a[c]=Math.ceil(l/i)*i,e(a)):i<0&&(a[u]=Math.ceil(s*i)/i,a[c]=Math.floor(l*i)/i,e(a)),t},t}function i(){var t=n.i(u.a)(u.b,a.a);return t.copy=function(){return n.i(u.c)(t,i())},r(t)}e.b=r,e.a=i;var o=n(7),a=n(30),u=n(44),c=n(253)},function(t,e,n){\"use strict\";function r(t){return t>1?0:t<-1?h:Math.acos(t)}function i(t){return t>=1?d:t<=-1?-d:Math.asin(t)}n.d(e,\"g\",function(){return o}),n.d(e,\"m\",function(){return a}),n.d(e,\"h\",function(){return u}),n.d(e,\"e\",function(){return c}),n.d(e,\"j\",function(){return s}),n.d(e,\"i\",function(){return l}),n.d(e,\"d\",function(){return f}),n.d(e,\"a\",function(){return p}),n.d(e,\"b\",function(){return h}),n.d(e,\"f\",function(){return d}),n.d(e,\"c\",function(){return v}),e.l=r,e.k=i;var o=Math.abs,a=Math.atan2,u=Math.cos,c=Math.max,s=Math.min,l=Math.sin,f=Math.sqrt,p=1e-12,h=Math.PI,d=h/2,v=2*h},function(t,e,n){\"use strict\";e.a=function(t,e){if((i=t.length)>1)for(var n,r,i,o=1,a=t[e[0]],u=a.length;o<i;++o)for(r=a,a=t[e[o]],n=0;n<u;++n)a[n][1]+=a[n][0]=isNaN(r[n][1])?r[n][0]:r[n][1]}},function(t,e,n){\"use strict\";e.a=function(t){for(var e=t.length,n=new Array(e);--e>=0;)n[e]=e;return n}},function(t,e,n){(function(t,r){var i;(function(){function o(t,e,n){switch(n.length){case 0:return t.call(e);case 1:return t.call(e,n[0]);case 2:return t.call(e,n[0],n[1]);case 3:return t.call(e,n[0],n[1],n[2])}return t.apply(e,n)}function a(t,e,n,r){for(var i=-1,o=null==t?0:t.length;++i<o;){var a=t[i];e(r,a,n(a),t)}return r}function u(t,e){for(var n=-1,r=null==t?0:t.length;++n<r&&!1!==e(t[n],n,t););return t}function c(t,e){for(var n=null==t?0:t.length;n--&&!1!==e(t[n],n,t););return t}function s(t,e){for(var n=-1,r=null==t?0:t.length;++n<r;)if(!e(t[n],n,t))return!1;return!0}function l(t,e){for(var n=-1,r=null==t?0:t.length,i=0,o=[];++n<r;){var a=t[n];e(a,n,t)&&(o[i++]=a)}return o}function f(t,e){return!!(null==t?0:t.length)&&w(t,e,0)>-1}function p(t,e,n){for(var r=-1,i=null==t?0:t.length;++r<i;)if(n(e,t[r]))return!0;return!1}function h(t,e){for(var n=-1,r=null==t?0:t.length,i=Array(r);++n<r;)i[n]=e(t[n],n,t);return i}function d(t,e){for(var n=-1,r=e.length,i=t.length;++n<r;)t[i+n]=e[n];return t}function v(t,e,n,r){var i=-1,o=null==t?0:t.length;for(r&&o&&(n=t[++i]);++i<o;)n=e(n,t[i],i,t);return n}function g(t,e,n,r){var i=null==t?0:t.length;for(r&&i&&(n=t[--i]);i--;)n=e(n,t[i],i,t);return n}function m(t,e){for(var n=-1,r=null==t?0:t.length;++n<r;)if(e(t[n],n,t))return!0;return!1}function y(t){return t.split(\"\")}function _(t){return t.match(Ue)||[]}function b(t,e,n){var r;return n(t,function(t,n,i){if(e(t,n,i))return r=n,!1}),r}function x(t,e,n,r){for(var i=t.length,o=n+(r?1:-1);r?o--:++o<i;)if(e(t[o],o,t))return o;return-1}function w(t,e,n){return e===e?$(t,e,n):x(t,k,n)}function C(t,e,n,r){for(var i=n-1,o=t.length;++i<o;)if(r(t[i],e))return i;return-1}function k(t){return t!==t}function E(t,e){var n=null==t?0:t.length;return n?A(t,e)/n:It}function M(t){return function(e){return null==e?nt:e[t]}}function T(t){return function(e){return null==t?nt:t[e]}}function S(t,e,n,r,i){return i(t,function(t,i,o){n=r?(r=!1,t):e(n,t,i,o)}),n}function N(t,e){var n=t.length;for(t.sort(e);n--;)t[n]=t[n].value;return t}function A(t,e){for(var n,r=-1,i=t.length;++r<i;){var o=e(t[r]);o!==nt&&(n=n===nt?o:n+o)}return n}function P(t,e){for(var n=-1,r=Array(t);++n<t;)r[n]=e(n);return r}function O(t,e){return h(e,function(e){return[e,t[e]]})}function I(t){return function(e){return t(e)}}function D(t,e){return h(e,function(e){return t[e]})}function R(t,e){return t.has(e)}function L(t,e){for(var n=-1,r=t.length;++n<r&&w(e,t[n],0)>-1;);return n}function U(t,e){for(var n=t.length;n--&&w(e,t[n],0)>-1;);return n}function F(t,e){for(var n=t.length,r=0;n--;)t[n]===e&&++r;return r}function j(t){return\"\\\\\"+En[t]}function B(t,e){return null==t?nt:t[e]}function V(t){return gn.test(t)}function W(t){return mn.test(t)}function z(t){for(var e,n=[];!(e=t.next()).done;)n.push(e.value);return n}function H(t){var e=-1,n=Array(t.size);return t.forEach(function(t,r){n[++e]=[r,t]}),n}function q(t,e){return function(n){return t(e(n))}}function Y(t,e){for(var n=-1,r=t.length,i=0,o=[];++n<r;){var a=t[n];a!==e&&a!==ct||(t[n]=ct,o[i++]=n)}return o}function K(t){var e=-1,n=Array(t.size);return t.forEach(function(t){n[++e]=t}),n}function G(t){var e=-1,n=Array(t.size);return t.forEach(function(t){n[++e]=[t,t]}),n}function $(t,e,n){for(var r=n-1,i=t.length;++r<i;)if(t[r]===e)return r;return-1}function X(t,e,n){for(var r=n+1;r--;)if(t[r]===e)return r;return r}function Q(t){return V(t)?J(t):Wn(t)}function Z(t){return V(t)?tt(t):y(t)}function J(t){for(var e=dn.lastIndex=0;dn.test(t);)++e;return e}function tt(t){return t.match(dn)||[]}function et(t){return t.match(vn)||[]}var nt,rt=200,it=\"Unsupported core-js use. Try https://npms.io/search?q=ponyfill.\",ot=\"Expected a function\",at=\"__lodash_hash_undefined__\",ut=500,ct=\"__lodash_placeholder__\",st=1,lt=2,ft=4,pt=1,ht=2,dt=1,vt=2,gt=4,mt=8,yt=16,_t=32,bt=64,xt=128,wt=256,Ct=512,kt=30,Et=\"...\",Mt=800,Tt=16,St=1,Nt=2,At=1/0,Pt=9007199254740991,Ot=1.7976931348623157e308,It=NaN,Dt=4294967295,Rt=Dt-1,Lt=Dt>>>1,Ut=[[\"ary\",xt],[\"bind\",dt],[\"bindKey\",vt],[\"curry\",mt],[\"curryRight\",yt],[\"flip\",Ct],[\"partial\",_t],[\"partialRight\",bt],[\"rearg\",wt]],Ft=\"[object Arguments]\",jt=\"[object Array]\",Bt=\"[object AsyncFunction]\",Vt=\"[object Boolean]\",Wt=\"[object Date]\",zt=\"[object DOMException]\",Ht=\"[object Error]\",qt=\"[object Function]\",Yt=\"[object GeneratorFunction]\",Kt=\"[object Map]\",Gt=\"[object Number]\",$t=\"[object Null]\",Xt=\"[object Object]\",Qt=\"[object Proxy]\",Zt=\"[object RegExp]\",Jt=\"[object Set]\",te=\"[object String]\",ee=\"[object Symbol]\",ne=\"[object Undefined]\",re=\"[object WeakMap]\",ie=\"[object WeakSet]\",oe=\"[object ArrayBuffer]\",ae=\"[object DataView]\",ue=\"[object Float32Array]\",ce=\"[object Float64Array]\",se=\"[object Int8Array]\",le=\"[object Int16Array]\",fe=\"[object Int32Array]\",pe=\"[object Uint8Array]\",he=\"[object Uint8ClampedArray]\",de=\"[object Uint16Array]\",ve=\"[object Uint32Array]\",ge=/\\b__p \\+= '';/g,me=/\\b(__p \\+=) '' \\+/g,ye=/(__e\\(.*?\\)|\\b__t\\)) \\+\\n'';/g,_e=/&(?:amp|lt|gt|quot|#39);/g,be=/[&<>\"']/g,xe=RegExp(_e.source),we=RegExp(be.source),Ce=/<%-([\\s\\S]+?)%>/g,ke=/<%([\\s\\S]+?)%>/g,Ee=/<%=([\\s\\S]+?)%>/g,Me=/\\.|\\[(?:[^[\\]]*|([\"'])(?:(?!\\1)[^\\\\]|\\\\.)*?\\1)\\]/,Te=/^\\w*$/,Se=/[^.[\\]]+|\\[(?:(-?\\d+(?:\\.\\d+)?)|([\"'])((?:(?!\\2)[^\\\\]|\\\\.)*?)\\2)\\]|(?=(?:\\.|\\[\\])(?:\\.|\\[\\]|$))/g,Ne=/[\\\\^$.*+?()[\\]{}|]/g,Ae=RegExp(Ne.source),Pe=/^\\s+|\\s+$/g,Oe=/^\\s+/,Ie=/\\s+$/,De=/\\{(?:\\n\\/\\* \\[wrapped with .+\\] \\*\\/)?\\n?/,Re=/\\{\\n\\/\\* \\[wrapped with (.+)\\] \\*/,Le=/,? & /,Ue=/[^\\x00-\\x2f\\x3a-\\x40\\x5b-\\x60\\x7b-\\x7f]+/g,Fe=/\\\\(\\\\)?/g,je=/\\$\\{([^\\\\}]*(?:\\\\.[^\\\\}]*)*)\\}/g,Be=/\\w*$/,Ve=/^[-+]0x[0-9a-f]+$/i,We=/^0b[01]+$/i,ze=/^\\[object .+?Constructor\\]$/,He=/^0o[0-7]+$/i,qe=/^(?:0|[1-9]\\d*)$/,Ye=/[\\xc0-\\xd6\\xd8-\\xf6\\xf8-\\xff\\u0100-\\u017f]/g,Ke=/($^)/,Ge=/['\\n\\r\\u2028\\u2029\\\\]/g,$e=\"\\\\u0300-\\\\u036f\\\\ufe20-\\\\ufe2f\\\\u20d0-\\\\u20ff\",Xe=\"\\\\xac\\\\xb1\\\\xd7\\\\xf7\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\xbf\\\\u2000-\\\\u206f \\\\t\\\\x0b\\\\f\\\\xa0\\\\ufeff\\\\n\\\\r\\\\u2028\\\\u2029\\\\u1680\\\\u180e\\\\u2000\\\\u2001\\\\u2002\\\\u2003\\\\u2004\\\\u2005\\\\u2006\\\\u2007\\\\u2008\\\\u2009\\\\u200a\\\\u202f\\\\u205f\\\\u3000\",Qe=\"[\"+Xe+\"]\",Ze=\"[\"+$e+\"]\",Je=\"[a-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xff]\",tn=\"[^\\\\ud800-\\\\udfff\"+Xe+\"\\\\d+\\\\u2700-\\\\u27bfa-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xffA-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde]\",en=\"\\\\ud83c[\\\\udffb-\\\\udfff]\",nn=\"(?:\\\\ud83c[\\\\udde6-\\\\uddff]){2}\",rn=\"[\\\\ud800-\\\\udbff][\\\\udc00-\\\\udfff]\",on=\"[A-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde]\",an=\"(?:\"+Je+\"|\"+tn+\")\",un=\"(?:[\\\\u0300-\\\\u036f\\\\ufe20-\\\\ufe2f\\\\u20d0-\\\\u20ff]|\\\\ud83c[\\\\udffb-\\\\udfff])?\",cn=\"(?:\\\\u200d(?:\"+[\"[^\\\\ud800-\\\\udfff]\",nn,rn].join(\"|\")+\")[\\\\ufe0e\\\\ufe0f]?\"+un+\")*\",sn=\"[\\\\ufe0e\\\\ufe0f]?\"+un+cn,ln=\"(?:\"+[\"[\\\\u2700-\\\\u27bf]\",nn,rn].join(\"|\")+\")\"+sn,fn=\"(?:\"+[\"[^\\\\ud800-\\\\udfff]\"+Ze+\"?\",Ze,nn,rn,\"[\\\\ud800-\\\\udfff]\"].join(\"|\")+\")\",pn=RegExp(\"['’]\",\"g\"),hn=RegExp(Ze,\"g\"),dn=RegExp(en+\"(?=\"+en+\")|\"+fn+sn,\"g\"),vn=RegExp([on+\"?\"+Je+\"+(?:['’](?:d|ll|m|re|s|t|ve))?(?=\"+[Qe,on,\"$\"].join(\"|\")+\")\",\"(?:[A-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde]|[^\\\\ud800-\\\\udfff\\\\xac\\\\xb1\\\\xd7\\\\xf7\\\\x00-\\\\x2f\\\\x3a-\\\\x40\\\\x5b-\\\\x60\\\\x7b-\\\\xbf\\\\u2000-\\\\u206f \\\\t\\\\x0b\\\\f\\\\xa0\\\\ufeff\\\\n\\\\r\\\\u2028\\\\u2029\\\\u1680\\\\u180e\\\\u2000\\\\u2001\\\\u2002\\\\u2003\\\\u2004\\\\u2005\\\\u2006\\\\u2007\\\\u2008\\\\u2009\\\\u200a\\\\u202f\\\\u205f\\\\u3000\\\\d+\\\\u2700-\\\\u27bfa-z\\\\xdf-\\\\xf6\\\\xf8-\\\\xffA-Z\\\\xc0-\\\\xd6\\\\xd8-\\\\xde])+(?:['’](?:D|LL|M|RE|S|T|VE))?(?=\"+[Qe,on+an,\"$\"].join(\"|\")+\")\",on+\"?\"+an+\"+(?:['’](?:d|ll|m|re|s|t|ve))?\",on+\"+(?:['’](?:D|LL|M|RE|S|T|VE))?\",\"\\\\d*(?:1ST|2ND|3RD|(?![123])\\\\dTH)(?=\\\\b|[a-z_])\",\"\\\\d*(?:1st|2nd|3rd|(?![123])\\\\dth)(?=\\\\b|[A-Z_])\",\"\\\\d+\",ln].join(\"|\"),\"g\"),gn=RegExp(\"[\\\\u200d\\\\ud800-\\\\udfff\"+$e+\"\\\\ufe0e\\\\ufe0f]\"),mn=/[a-z][A-Z]|[A-Z]{2}[a-z]|[0-9][a-zA-Z]|[a-zA-Z][0-9]|[^a-zA-Z0-9 ]/,yn=[\"Array\",\"Buffer\",\"DataView\",\"Date\",\"Error\",\"Float32Array\",\"Float64Array\",\"Function\",\"Int8Array\",\"Int16Array\",\"Int32Array\",\"Map\",\"Math\",\"Object\",\"Promise\",\"RegExp\",\"Set\",\"String\",\"Symbol\",\"TypeError\",\"Uint8Array\",\"Uint8ClampedArray\",\"Uint16Array\",\"Uint32Array\",\"WeakMap\",\"_\",\"clearTimeout\",\"isFinite\",\"parseInt\",\"setTimeout\"],_n=-1,bn={};bn[ue]=bn[ce]=bn[se]=bn[le]=bn[fe]=bn[pe]=bn[he]=bn[de]=bn[ve]=!0,bn[Ft]=bn[jt]=bn[oe]=bn[Vt]=bn[ae]=bn[Wt]=bn[Ht]=bn[qt]=bn[Kt]=bn[Gt]=bn[Xt]=bn[Zt]=bn[Jt]=bn[te]=bn[re]=!1;var xn={};xn[Ft]=xn[jt]=xn[oe]=xn[ae]=xn[Vt]=xn[Wt]=xn[ue]=xn[ce]=xn[se]=xn[le]=xn[fe]=xn[Kt]=xn[Gt]=xn[Xt]=xn[Zt]=xn[Jt]=xn[te]=xn[ee]=xn[pe]=xn[he]=xn[de]=xn[ve]=!0,xn[Ht]=xn[qt]=xn[re]=!1;var wn={\"À\":\"A\",\"Á\":\"A\",\"Â\":\"A\",\"Ã\":\"A\",\"Ä\":\"A\",\"Å\":\"A\",\"à\":\"a\",\"á\":\"a\",\"â\":\"a\",\"ã\":\"a\",\"ä\":\"a\",\"å\":\"a\",\"Ç\":\"C\",\"ç\":\"c\",\"Ð\":\"D\",\"ð\":\"d\",\"È\":\"E\",\"É\":\"E\",\"Ê\":\"E\",\"Ë\":\"E\",\"è\":\"e\",\"é\":\"e\",\"ê\":\"e\",\"ë\":\"e\",\"Ì\":\"I\",\"Í\":\"I\",\"Î\":\"I\",\"Ï\":\"I\",\"ì\":\"i\",\"í\":\"i\",\"î\":\"i\",\"ï\":\"i\",\"Ñ\":\"N\",\"ñ\":\"n\",\"Ò\":\"O\",\"Ó\":\"O\",\"Ô\":\"O\",\"Õ\":\"O\",\"Ö\":\"O\",\"Ø\":\"O\",\"ò\":\"o\",\"ó\":\"o\",\"ô\":\"o\",\"õ\":\"o\",\"ö\":\"o\",\"ø\":\"o\",\"Ù\":\"U\",\"Ú\":\"U\",\"Û\":\"U\",\"Ü\":\"U\",\"ù\":\"u\",\"ú\":\"u\",\"û\":\"u\",\"ü\":\"u\",\"Ý\":\"Y\",\"ý\":\"y\",\"ÿ\":\"y\",\"Æ\":\"Ae\",\"æ\":\"ae\",\"Þ\":\"Th\",\"þ\":\"th\",\"ß\":\"ss\",\"Ā\":\"A\",\"Ă\":\"A\",\"Ą\":\"A\",\"ā\":\"a\",\"ă\":\"a\",\"ą\":\"a\",\"Ć\":\"C\",\"Ĉ\":\"C\",\"Ċ\":\"C\",\"Č\":\"C\",\"ć\":\"c\",\"ĉ\":\"c\",\"ċ\":\"c\",\"č\":\"c\",\"Ď\":\"D\",\"Đ\":\"D\",\"ď\":\"d\",\"đ\":\"d\",\"Ē\":\"E\",\"Ĕ\":\"E\",\"Ė\":\"E\",\"Ę\":\"E\",\"Ě\":\"E\",\"ē\":\"e\",\"ĕ\":\"e\",\"ė\":\"e\",\"ę\":\"e\",\"ě\":\"e\",\"Ĝ\":\"G\",\"Ğ\":\"G\",\"Ġ\":\"G\",\"Ģ\":\"G\",\"ĝ\":\"g\",\"ğ\":\"g\",\"ġ\":\"g\",\"ģ\":\"g\",\"Ĥ\":\"H\",\"Ħ\":\"H\",\"ĥ\":\"h\",\"ħ\":\"h\",\"Ĩ\":\"I\",\"Ī\":\"I\",\"Ĭ\":\"I\",\"Į\":\"I\",\"İ\":\"I\",\"ĩ\":\"i\",\"ī\":\"i\",\"ĭ\":\"i\",\"į\":\"i\",\"ı\":\"i\",\"Ĵ\":\"J\",\"ĵ\":\"j\",\"Ķ\":\"K\",\"ķ\":\"k\",\"ĸ\":\"k\",\"Ĺ\":\"L\",\"Ļ\":\"L\",\"Ľ\":\"L\",\"Ŀ\":\"L\",\"Ł\":\"L\",\"ĺ\":\"l\",\"ļ\":\"l\",\"ľ\":\"l\",\"ŀ\":\"l\",\"ł\":\"l\",\"Ń\":\"N\",\"Ņ\":\"N\",\"Ň\":\"N\",\"Ŋ\":\"N\",\"ń\":\"n\",\"ņ\":\"n\",\"ň\":\"n\",\"ŋ\":\"n\",\"Ō\":\"O\",\"Ŏ\":\"O\",\"Ő\":\"O\",\"ō\":\"o\",\"ŏ\":\"o\",\"ő\":\"o\",\"Ŕ\":\"R\",\"Ŗ\":\"R\",\"Ř\":\"R\",\"ŕ\":\"r\",\"ŗ\":\"r\",\"ř\":\"r\",\"Ś\":\"S\",\"Ŝ\":\"S\",\"Ş\":\"S\",\"Š\":\"S\",\"ś\":\"s\",\"ŝ\":\"s\",\"ş\":\"s\",\"š\":\"s\",\"Ţ\":\"T\",\"Ť\":\"T\",\"Ŧ\":\"T\",\"ţ\":\"t\",\"ť\":\"t\",\"ŧ\":\"t\",\"Ũ\":\"U\",\"Ū\":\"U\",\"Ŭ\":\"U\",\"Ů\":\"U\",\"Ű\":\"U\",\"Ų\":\"U\",\"ũ\":\"u\",\"ū\":\"u\",\"ŭ\":\"u\",\"ů\":\"u\",\"ű\":\"u\",\"ų\":\"u\",\"Ŵ\":\"W\",\"ŵ\":\"w\",\"Ŷ\":\"Y\",\"ŷ\":\"y\",\"Ÿ\":\"Y\",\"Ź\":\"Z\",\"Ż\":\"Z\",\"Ž\":\"Z\",\"ź\":\"z\",\"ż\":\"z\",\"ž\":\"z\",\"IJ\":\"IJ\",\"ij\":\"ij\",\"Œ\":\"Oe\",\"œ\":\"oe\",\"ʼn\":\"'n\",\"ſ\":\"s\"},Cn={\"&\":\"&amp;\",\"<\":\"&lt;\",\">\":\"&gt;\",'\"':\"&quot;\",\"'\":\"&#39;\"},kn={\"&amp;\":\"&\",\"&lt;\":\"<\",\"&gt;\":\">\",\"&quot;\":'\"',\"&#39;\":\"'\"},En={\"\\\\\":\"\\\\\",\"'\":\"'\",\"\\n\":\"n\",\"\\r\":\"r\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},Mn=parseFloat,Tn=parseInt,Sn=\"object\"==typeof t&&t&&t.Object===Object&&t,Nn=\"object\"==typeof self&&self&&self.Object===Object&&self,An=Sn||Nn||Function(\"return this\")(),Pn=\"object\"==typeof e&&e&&!e.nodeType&&e,On=Pn&&\"object\"==typeof r&&r&&!r.nodeType&&r,In=On&&On.exports===Pn,Dn=In&&Sn.process,Rn=function(){try{var t=On&&On.require&&On.require(\"util\").types;return t||Dn&&Dn.binding&&Dn.binding(\"util\")}catch(t){}}(),Ln=Rn&&Rn.isArrayBuffer,Un=Rn&&Rn.isDate,Fn=Rn&&Rn.isMap,jn=Rn&&Rn.isRegExp,Bn=Rn&&Rn.isSet,Vn=Rn&&Rn.isTypedArray,Wn=M(\"length\"),zn=T(wn),Hn=T(Cn),qn=T(kn),Yn=function t(e){function n(t){if(ec(t)&&!hp(t)&&!(t instanceof y)){if(t instanceof i)return t;if(pl.call(t,\"__wrapped__\"))return Zo(t)}return new i(t)}function r(){}function i(t,e){this.__wrapped__=t,this.__actions__=[],this.__chain__=!!e,this.__index__=0,this.__values__=nt}function y(t){this.__wrapped__=t,this.__actions__=[],this.__dir__=1,this.__filtered__=!1,this.__iteratees__=[],this.__takeCount__=Dt,this.__views__=[]}function T(){var t=new y(this.__wrapped__);return t.__actions__=Oi(this.__actions__),t.__dir__=this.__dir__,t.__filtered__=this.__filtered__,t.__iteratees__=Oi(this.__iteratees__),t.__takeCount__=this.__takeCount__,t.__views__=Oi(this.__views__),t}function $(){if(this.__filtered__){var t=new y(this);t.__dir__=-1,t.__filtered__=!0}else t=this.clone(),t.__dir__*=-1;return t}function J(){var t=this.__wrapped__.value(),e=this.__dir__,n=hp(t),r=e<0,i=n?t.length:0,o=wo(0,i,this.__views__),a=o.start,u=o.end,c=u-a,s=r?u:a-1,l=this.__iteratees__,f=l.length,p=0,h=Wl(c,this.__takeCount__);if(!n||!r&&i==c&&h==c)return vi(t,this.__actions__);var d=[];t:for(;c--&&p<h;){s+=e;for(var v=-1,g=t[s];++v<f;){var m=l[v],y=m.iteratee,_=m.type,b=y(g);if(_==Nt)g=b;else if(!b){if(_==St)continue t;break t}}d[p++]=g}return d}function tt(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function Ue(){this.__data__=Zl?Zl(null):{},this.size=0}function $e(t){var e=this.has(t)&&delete this.__data__[t];return this.size-=e?1:0,e}function Xe(t){var e=this.__data__;if(Zl){var n=e[t];return n===at?nt:n}return pl.call(e,t)?e[t]:nt}function Qe(t){var e=this.__data__;return Zl?e[t]!==nt:pl.call(e,t)}function Ze(t,e){var n=this.__data__;return this.size+=this.has(t)?0:1,n[t]=Zl&&e===nt?at:e,this}function Je(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function tn(){this.__data__=[],this.size=0}function en(t){var e=this.__data__,n=Kn(e,t);return!(n<0)&&(n==e.length-1?e.pop():Ml.call(e,n,1),--this.size,!0)}function nn(t){var e=this.__data__,n=Kn(e,t);return n<0?nt:e[n][1]}function rn(t){return Kn(this.__data__,t)>-1}function on(t,e){var n=this.__data__,r=Kn(n,t);return r<0?(++this.size,n.push([t,e])):n[r][1]=e,this}function an(t){var e=-1,n=null==t?0:t.length;for(this.clear();++e<n;){var r=t[e];this.set(r[0],r[1])}}function un(){this.size=0,this.__data__={hash:new tt,map:new(Gl||Je),string:new tt}}function cn(t){var e=yo(this,t).delete(t);return this.size-=e?1:0,e}function sn(t){return yo(this,t).get(t)}function ln(t){return yo(this,t).has(t)}function fn(t,e){var n=yo(this,t),r=n.size;return n.set(t,e),this.size+=n.size==r?0:1,this}function dn(t){var e=-1,n=null==t?0:t.length;for(this.__data__=new an;++e<n;)this.add(t[e])}function vn(t){return this.__data__.set(t,at),this}function gn(t){return this.__data__.has(t)}function mn(t){var e=this.__data__=new Je(t);this.size=e.size}function wn(){this.__data__=new Je,this.size=0}function Cn(t){var e=this.__data__,n=e.delete(t);return this.size=e.size,n}function kn(t){return this.__data__.get(t)}function En(t){return this.__data__.has(t)}function Sn(t,e){var n=this.__data__;if(n instanceof Je){var r=n.__data__;if(!Gl||r.length<rt-1)return r.push([t,e]),this.size=++n.size,this;n=this.__data__=new an(r)}return n.set(t,e),this.size=n.size,this}function Nn(t,e){var n=hp(t),r=!n&&pp(t),i=!n&&!r&&vp(t),o=!n&&!r&&!i&&bp(t),a=n||r||i||o,u=a?P(t.length,ol):[],c=u.length;for(var s in t)!e&&!pl.call(t,s)||a&&(\"length\"==s||i&&(\"offset\"==s||\"parent\"==s)||o&&(\"buffer\"==s||\"byteLength\"==s||\"byteOffset\"==s)||Ao(s,c))||u.push(s);return u}function Pn(t){var e=t.length;return e?t[Xr(0,e-1)]:nt}function On(t,e){return Go(Oi(t),Jn(e,0,t.length))}function Dn(t){return Go(Oi(t))}function Rn(t,e,n){(n===nt||Vu(t[e],n))&&(n!==nt||e in t)||Qn(t,e,n)}function Wn(t,e,n){var r=t[e];pl.call(t,e)&&Vu(r,n)&&(n!==nt||e in t)||Qn(t,e,n)}function Kn(t,e){for(var n=t.length;n--;)if(Vu(t[n][0],e))return n;return-1}function Gn(t,e,n,r){return ff(t,function(t,i,o){e(r,t,n(t),o)}),r}function $n(t,e){return t&&Ii(e,Lc(e),t)}function Xn(t,e){return t&&Ii(e,Uc(e),t)}function Qn(t,e,n){\"__proto__\"==e&&Al?Al(t,e,{configurable:!0,enumerable:!0,value:n,writable:!0}):t[e]=n}function Zn(t,e){for(var n=-1,r=e.length,i=Zs(r),o=null==t;++n<r;)i[n]=o?nt:Ic(t,e[n]);return i}function Jn(t,e,n){return t===t&&(n!==nt&&(t=t<=n?t:n),e!==nt&&(t=t>=e?t:e)),t}function tr(t,e,n,r,i,o){var a,c=e&st,s=e&lt,l=e&ft;if(n&&(a=i?n(t,r,i,o):n(t)),a!==nt)return a;if(!tc(t))return t;var f=hp(t);if(f){if(a=Eo(t),!c)return Oi(t,a)}else{var p=Cf(t),h=p==qt||p==Yt;if(vp(t))return wi(t,c);if(p==Xt||p==Ft||h&&!i){if(a=s||h?{}:Mo(t),!c)return s?Ri(t,Xn(a,t)):Di(t,$n(a,t))}else{if(!xn[p])return i?t:{};a=To(t,p,c)}}o||(o=new mn);var d=o.get(t);if(d)return d;if(o.set(t,a),_p(t))return t.forEach(function(r){a.add(tr(r,e,n,r,t,o))}),a;if(mp(t))return t.forEach(function(r,i){a.set(i,tr(r,e,n,i,t,o))}),a;var v=l?s?ho:po:s?Uc:Lc,g=f?nt:v(t);return u(g||t,function(r,i){g&&(i=r,r=t[i]),Wn(a,i,tr(r,e,n,i,t,o))}),a}function er(t){var e=Lc(t);return function(n){return nr(n,t,e)}}function nr(t,e,n){var r=n.length;if(null==t)return!r;for(t=rl(t);r--;){var i=n[r],o=e[i],a=t[i];if(a===nt&&!(i in t)||!o(a))return!1}return!0}function rr(t,e,n){if(\"function\"!=typeof t)throw new al(ot);return Mf(function(){t.apply(nt,n)},e)}function ir(t,e,n,r){var i=-1,o=f,a=!0,u=t.length,c=[],s=e.length;if(!u)return c;n&&(e=h(e,I(n))),r?(o=p,a=!1):e.length>=rt&&(o=R,a=!1,e=new dn(e));t:for(;++i<u;){var l=t[i],d=null==n?l:n(l);if(l=r||0!==l?l:0,a&&d===d){for(var v=s;v--;)if(e[v]===d)continue t;c.push(l)}else o(e,d,r)||c.push(l)}return c}function or(t,e){var n=!0;return ff(t,function(t,r,i){return n=!!e(t,r,i)}),n}function ar(t,e,n){for(var r=-1,i=t.length;++r<i;){var o=t[r],a=e(o);if(null!=a&&(u===nt?a===a&&!pc(a):n(a,u)))var u=a,c=o}return c}function ur(t,e,n,r){var i=t.length;for(n=yc(n),n<0&&(n=-n>i?0:i+n),r=r===nt||r>i?i:yc(r),r<0&&(r+=i),r=n>r?0:_c(r);n<r;)t[n++]=e;return t}function cr(t,e){var n=[];return ff(t,function(t,r,i){e(t,r,i)&&n.push(t)}),n}function sr(t,e,n,r,i){var o=-1,a=t.length;for(n||(n=No),i||(i=[]);++o<a;){var u=t[o];e>0&&n(u)?e>1?sr(u,e-1,n,r,i):d(i,u):r||(i[i.length]=u)}return i}function lr(t,e){return t&&hf(t,e,Lc)}function fr(t,e){return t&&df(t,e,Lc)}function pr(t,e){return l(e,function(e){return Qu(t[e])})}function hr(t,e){e=bi(e,t);for(var n=0,r=e.length;null!=t&&n<r;)t=t[$o(e[n++])];return n&&n==r?t:nt}function dr(t,e,n){var r=e(t);return hp(t)?r:d(r,n(t))}function vr(t){return null==t?t===nt?ne:$t:Nl&&Nl in rl(t)?xo(t):Vo(t)}function gr(t,e){return t>e}function mr(t,e){return null!=t&&pl.call(t,e)}function yr(t,e){return null!=t&&e in rl(t)}function _r(t,e,n){return t>=Wl(e,n)&&t<Vl(e,n)}function br(t,e,n){for(var r=n?p:f,i=t[0].length,o=t.length,a=o,u=Zs(o),c=1/0,s=[];a--;){var l=t[a];a&&e&&(l=h(l,I(e))),c=Wl(l.length,c),u[a]=!n&&(e||i>=120&&l.length>=120)?new dn(a&&l):nt}l=t[0];var d=-1,v=u[0];t:for(;++d<i&&s.length<c;){var g=l[d],m=e?e(g):g;if(g=n||0!==g?g:0,!(v?R(v,m):r(s,m,n))){for(a=o;--a;){var y=u[a];if(!(y?R(y,m):r(t[a],m,n)))continue t}v&&v.push(m),s.push(g)}}return s}function xr(t,e,n,r){return lr(t,function(t,i,o){e(r,n(t),i,o)}),r}function wr(t,e,n){e=bi(e,t),t=zo(t,e);var r=null==t?t:t[$o(ma(e))];return null==r?nt:o(r,t,n)}function Cr(t){return ec(t)&&vr(t)==Ft}function kr(t){return ec(t)&&vr(t)==oe}function Er(t){return ec(t)&&vr(t)==Wt}function Mr(t,e,n,r,i){return t===e||(null==t||null==e||!ec(t)&&!ec(e)?t!==t&&e!==e:Tr(t,e,n,r,Mr,i))}function Tr(t,e,n,r,i,o){var a=hp(t),u=hp(e),c=a?jt:Cf(t),s=u?jt:Cf(e);c=c==Ft?Xt:c,s=s==Ft?Xt:s;var l=c==Xt,f=s==Xt,p=c==s;if(p&&vp(t)){if(!vp(e))return!1;a=!0,l=!1}if(p&&!l)return o||(o=new mn),a||bp(t)?co(t,e,n,r,i,o):so(t,e,c,n,r,i,o);if(!(n&pt)){var h=l&&pl.call(t,\"__wrapped__\"),d=f&&pl.call(e,\"__wrapped__\");if(h||d){var v=h?t.value():t,g=d?e.value():e;return o||(o=new mn),i(v,g,n,r,o)}}return!!p&&(o||(o=new mn),lo(t,e,n,r,i,o))}function Sr(t){return ec(t)&&Cf(t)==Kt}function Nr(t,e,n,r){var i=n.length,o=i,a=!r;if(null==t)return!o;for(t=rl(t);i--;){var u=n[i];if(a&&u[2]?u[1]!==t[u[0]]:!(u[0]in t))return!1}for(;++i<o;){u=n[i];var c=u[0],s=t[c],l=u[1];if(a&&u[2]){if(s===nt&&!(c in t))return!1}else{var f=new mn;if(r)var p=r(s,l,c,t,e,f);if(!(p===nt?Mr(l,s,pt|ht,r,f):p))return!1}}return!0}function Ar(t){return!(!tc(t)||Ro(t))&&(Qu(t)?yl:ze).test(Xo(t))}function Pr(t){return ec(t)&&vr(t)==Zt}function Or(t){return ec(t)&&Cf(t)==Jt}function Ir(t){return ec(t)&&Ju(t.length)&&!!bn[vr(t)]}function Dr(t){return\"function\"==typeof t?t:null==t?Ms:\"object\"==typeof t?hp(t)?Br(t[0],t[1]):jr(t):Ds(t)}function Rr(t){if(!Lo(t))return Bl(t);var e=[];for(var n in rl(t))pl.call(t,n)&&\"constructor\"!=n&&e.push(n);return e}function Lr(t){if(!tc(t))return Bo(t);var e=Lo(t),n=[];for(var r in t)(\"constructor\"!=r||!e&&pl.call(t,r))&&n.push(r);return n}function Ur(t,e){return t<e}function Fr(t,e){var n=-1,r=Wu(t)?Zs(t.length):[];return ff(t,function(t,i,o){r[++n]=e(t,i,o)}),r}function jr(t){var e=_o(t);return 1==e.length&&e[0][2]?Fo(e[0][0],e[0][1]):function(n){return n===t||Nr(n,t,e)}}function Br(t,e){return Oo(t)&&Uo(e)?Fo($o(t),e):function(n){var r=Ic(n,t);return r===nt&&r===e?Rc(n,t):Mr(e,r,pt|ht)}}function Vr(t,e,n,r,i){t!==e&&hf(e,function(o,a){if(tc(o))i||(i=new mn),Wr(t,e,a,n,Vr,r,i);else{var u=r?r(qo(t,a),o,a+\"\",t,e,i):nt;u===nt&&(u=o),Rn(t,a,u)}},Uc)}function Wr(t,e,n,r,i,o,a){var u=qo(t,n),c=qo(e,n),s=a.get(c);if(s)return void Rn(t,n,s);var l=o?o(u,c,n+\"\",t,e,a):nt,f=l===nt;if(f){var p=hp(c),h=!p&&vp(c),d=!p&&!h&&bp(c);l=c,p||h||d?hp(u)?l=u:zu(u)?l=Oi(u):h?(f=!1,l=wi(c,!0)):d?(f=!1,l=Ti(c,!0)):l=[]:sc(c)||pp(c)?(l=u,pp(u)?l=xc(u):tc(u)&&!Qu(u)||(l=Mo(c))):f=!1}f&&(a.set(c,l),i(l,c,r,o,a),a.delete(c)),Rn(t,n,l)}function zr(t,e){var n=t.length;if(n)return e+=e<0?n:0,Ao(e,n)?t[e]:nt}function Hr(t,e,n){var r=-1;return e=h(e.length?e:[Ms],I(mo())),N(Fr(t,function(t,n,i){return{criteria:h(e,function(e){return e(t)}),index:++r,value:t}}),function(t,e){return Ni(t,e,n)})}function qr(t,e){return Yr(t,e,function(e,n){return Rc(t,n)})}function Yr(t,e,n){for(var r=-1,i=e.length,o={};++r<i;){var a=e[r],u=hr(t,a);n(u,a)&&ni(o,bi(a,t),u)}return o}function Kr(t){return function(e){return hr(e,t)}}function Gr(t,e,n,r){var i=r?C:w,o=-1,a=e.length,u=t;for(t===e&&(e=Oi(e)),n&&(u=h(t,I(n)));++o<a;)for(var c=0,s=e[o],l=n?n(s):s;(c=i(u,l,c,r))>-1;)u!==t&&Ml.call(u,c,1),Ml.call(t,c,1);return t}function $r(t,e){for(var n=t?e.length:0,r=n-1;n--;){var i=e[n];if(n==r||i!==o){var o=i;Ao(i)?Ml.call(t,i,1):pi(t,i)}}return t}function Xr(t,e){return t+Rl(ql()*(e-t+1))}function Qr(t,e,n,r){for(var i=-1,o=Vl(Dl((e-t)/(n||1)),0),a=Zs(o);o--;)a[r?o:++i]=t,t+=n;return a}function Zr(t,e){var n=\"\";if(!t||e<1||e>Pt)return n;do{e%2&&(n+=t),(e=Rl(e/2))&&(t+=t)}while(e);return n}function Jr(t,e){return Tf(Wo(t,e,Ms),t+\"\")}function ti(t){return Pn($c(t))}function ei(t,e){var n=$c(t);return Go(n,Jn(e,0,n.length))}function ni(t,e,n,r){if(!tc(t))return t;e=bi(e,t);for(var i=-1,o=e.length,a=o-1,u=t;null!=u&&++i<o;){var c=$o(e[i]),s=n;if(i!=a){var l=u[c];s=r?r(l,c,u):nt,s===nt&&(s=tc(l)?l:Ao(e[i+1])?[]:{})}Wn(u,c,s),u=u[c]}return t}function ri(t){return Go($c(t))}function ii(t,e,n){var r=-1,i=t.length;e<0&&(e=-e>i?0:i+e),n=n>i?i:n,n<0&&(n+=i),i=e>n?0:n-e>>>0,e>>>=0;for(var o=Zs(i);++r<i;)o[r]=t[r+e];return o}function oi(t,e){var n;return ff(t,function(t,r,i){return!(n=e(t,r,i))}),!!n}function ai(t,e,n){var r=0,i=null==t?r:t.length;if(\"number\"==typeof e&&e===e&&i<=Lt){for(;r<i;){var o=r+i>>>1,a=t[o];null!==a&&!pc(a)&&(n?a<=e:a<e)?r=o+1:i=o}return i}return ui(t,e,Ms,n)}function ui(t,e,n,r){e=n(e);for(var i=0,o=null==t?0:t.length,a=e!==e,u=null===e,c=pc(e),s=e===nt;i<o;){var l=Rl((i+o)/2),f=n(t[l]),p=f!==nt,h=null===f,d=f===f,v=pc(f);if(a)var g=r||d;else g=s?d&&(r||p):u?d&&p&&(r||!h):c?d&&p&&!h&&(r||!v):!h&&!v&&(r?f<=e:f<e);g?i=l+1:o=l}return Wl(o,Rt)}function ci(t,e){for(var n=-1,r=t.length,i=0,o=[];++n<r;){var a=t[n],u=e?e(a):a;if(!n||!Vu(u,c)){var c=u;o[i++]=0===a?0:a}}return o}function si(t){return\"number\"==typeof t?t:pc(t)?It:+t}function li(t){if(\"string\"==typeof t)return t;if(hp(t))return h(t,li)+\"\";if(pc(t))return sf?sf.call(t):\"\";var e=t+\"\";return\"0\"==e&&1/t==-At?\"-0\":e}function fi(t,e,n){var r=-1,i=f,o=t.length,a=!0,u=[],c=u;if(n)a=!1,i=p;else if(o>=rt){var s=e?null:_f(t);if(s)return K(s);a=!1,i=R,c=new dn}else c=e?[]:u;t:for(;++r<o;){var l=t[r],h=e?e(l):l;if(l=n||0!==l?l:0,a&&h===h){for(var d=c.length;d--;)if(c[d]===h)continue t;e&&c.push(h),u.push(l)}else i(c,h,n)||(c!==u&&c.push(h),u.push(l))}return u}function pi(t,e){return e=bi(e,t),null==(t=zo(t,e))||delete t[$o(ma(e))]}function hi(t,e,n,r){return ni(t,e,n(hr(t,e)),r)}function di(t,e,n,r){for(var i=t.length,o=r?i:-1;(r?o--:++o<i)&&e(t[o],o,t););return n?ii(t,r?0:o,r?o+1:i):ii(t,r?o+1:0,r?i:o)}function vi(t,e){var n=t;return n instanceof y&&(n=n.value()),v(e,function(t,e){return e.func.apply(e.thisArg,d([t],e.args))},n)}function gi(t,e,n){var r=t.length;if(r<2)return r?fi(t[0]):[];for(var i=-1,o=Zs(r);++i<r;)for(var a=t[i],u=-1;++u<r;)u!=i&&(o[i]=ir(o[i]||a,t[u],e,n));return fi(sr(o,1),e,n)}function mi(t,e,n){for(var r=-1,i=t.length,o=e.length,a={};++r<i;){var u=r<o?e[r]:nt;n(a,t[r],u)}return a}function yi(t){return zu(t)?t:[]}function _i(t){return\"function\"==typeof t?t:Ms}function bi(t,e){return hp(t)?t:Oo(t,e)?[t]:Sf(Cc(t))}function xi(t,e,n){var r=t.length;return n=n===nt?r:n,!e&&n>=r?t:ii(t,e,n)}function wi(t,e){if(e)return t.slice();var n=t.length,r=wl?wl(n):new t.constructor(n);return t.copy(r),r}function Ci(t){var e=new t.constructor(t.byteLength);return new xl(e).set(new xl(t)),e}function ki(t,e){var n=e?Ci(t.buffer):t.buffer;return new t.constructor(n,t.byteOffset,t.byteLength)}function Ei(t){var e=new t.constructor(t.source,Be.exec(t));return e.lastIndex=t.lastIndex,e}function Mi(t){return cf?rl(cf.call(t)):{}}function Ti(t,e){var n=e?Ci(t.buffer):t.buffer;return new t.constructor(n,t.byteOffset,t.length)}function Si(t,e){if(t!==e){var n=t!==nt,r=null===t,i=t===t,o=pc(t),a=e!==nt,u=null===e,c=e===e,s=pc(e);if(!u&&!s&&!o&&t>e||o&&a&&c&&!u&&!s||r&&a&&c||!n&&c||!i)return 1;if(!r&&!o&&!s&&t<e||s&&n&&i&&!r&&!o||u&&n&&i||!a&&i||!c)return-1}return 0}function Ni(t,e,n){for(var r=-1,i=t.criteria,o=e.criteria,a=i.length,u=n.length;++r<a;){var c=Si(i[r],o[r]);if(c){if(r>=u)return c;return c*(\"desc\"==n[r]?-1:1)}}return t.index-e.index}function Ai(t,e,n,r){for(var i=-1,o=t.length,a=n.length,u=-1,c=e.length,s=Vl(o-a,0),l=Zs(c+s),f=!r;++u<c;)l[u]=e[u];for(;++i<a;)(f||i<o)&&(l[n[i]]=t[i]);for(;s--;)l[u++]=t[i++];return l}function Pi(t,e,n,r){for(var i=-1,o=t.length,a=-1,u=n.length,c=-1,s=e.length,l=Vl(o-u,0),f=Zs(l+s),p=!r;++i<l;)f[i]=t[i];for(var h=i;++c<s;)f[h+c]=e[c];for(;++a<u;)(p||i<o)&&(f[h+n[a]]=t[i++]);return f}function Oi(t,e){var n=-1,r=t.length;for(e||(e=Zs(r));++n<r;)e[n]=t[n];return e}function Ii(t,e,n,r){var i=!n;n||(n={});for(var o=-1,a=e.length;++o<a;){var u=e[o],c=r?r(n[u],t[u],u,n,t):nt;c===nt&&(c=t[u]),i?Qn(n,u,c):Wn(n,u,c)}return n}function Di(t,e){return Ii(t,xf(t),e)}function Ri(t,e){return Ii(t,wf(t),e)}function Li(t,e){return function(n,r){var i=hp(n)?a:Gn,o=e?e():{};return i(n,t,mo(r,2),o)}}function Ui(t){return Jr(function(e,n){var r=-1,i=n.length,o=i>1?n[i-1]:nt,a=i>2?n[2]:nt;for(o=t.length>3&&\"function\"==typeof o?(i--,o):nt,a&&Po(n[0],n[1],a)&&(o=i<3?nt:o,i=1),e=rl(e);++r<i;){var u=n[r];u&&t(e,u,r,o)}return e})}function Fi(t,e){return function(n,r){if(null==n)return n;if(!Wu(n))return t(n,r);for(var i=n.length,o=e?i:-1,a=rl(n);(e?o--:++o<i)&&!1!==r(a[o],o,a););return n}}function ji(t){return function(e,n,r){for(var i=-1,o=rl(e),a=r(e),u=a.length;u--;){var c=a[t?u:++i];if(!1===n(o[c],c,o))break}return e}}function Bi(t,e,n){function r(){return(this&&this!==An&&this instanceof r?o:t).apply(i?n:this,arguments)}var i=e&dt,o=zi(t);return r}function Vi(t){return function(e){e=Cc(e);var n=V(e)?Z(e):nt,r=n?n[0]:e.charAt(0),i=n?xi(n,1).join(\"\"):e.slice(1);return r[t]()+i}}function Wi(t){return function(e){return v(xs(es(e).replace(pn,\"\")),t,\"\")}}function zi(t){return function(){var e=arguments;switch(e.length){case 0:return new t;case 1:return new t(e[0]);case 2:return new t(e[0],e[1]);case 3:return new t(e[0],e[1],e[2]);case 4:return new t(e[0],e[1],e[2],e[3]);case 5:return new t(e[0],e[1],e[2],e[3],e[4]);case 6:return new t(e[0],e[1],e[2],e[3],e[4],e[5]);case 7:return new t(e[0],e[1],e[2],e[3],e[4],e[5],e[6])}var n=lf(t.prototype),r=t.apply(n,e);return tc(r)?r:n}}function Hi(t,e,n){function r(){for(var a=arguments.length,u=Zs(a),c=a,s=go(r);c--;)u[c]=arguments[c];var l=a<3&&u[0]!==s&&u[a-1]!==s?[]:Y(u,s);return(a-=l.length)<n?eo(t,e,Ki,r.placeholder,nt,u,l,nt,nt,n-a):o(this&&this!==An&&this instanceof r?i:t,this,u)}var i=zi(t);return r}function qi(t){return function(e,n,r){var i=rl(e);if(!Wu(e)){var o=mo(n,3);e=Lc(e),n=function(t){return o(i[t],t,i)}}var a=t(e,n,r);return a>-1?i[o?e[a]:a]:nt}}function Yi(t){return fo(function(e){var n=e.length,r=n,o=i.prototype.thru;for(t&&e.reverse();r--;){var a=e[r];if(\"function\"!=typeof a)throw new al(ot);if(o&&!u&&\"wrapper\"==vo(a))var u=new i([],!0)}for(r=u?r:n;++r<n;){a=e[r];var c=vo(a),s=\"wrapper\"==c?bf(a):nt;u=s&&Do(s[0])&&s[1]==(xt|mt|_t|wt)&&!s[4].length&&1==s[9]?u[vo(s[0])].apply(u,s[3]):1==a.length&&Do(a)?u[c]():u.thru(a)}return function(){var t=arguments,r=t[0];if(u&&1==t.length&&hp(r))return u.plant(r).value();for(var i=0,o=n?e[i].apply(this,t):r;++i<n;)o=e[i].call(this,o);return o}})}function Ki(t,e,n,r,i,o,a,u,c,s){function l(){for(var m=arguments.length,y=Zs(m),_=m;_--;)y[_]=arguments[_];if(d)var b=go(l),x=F(y,b);if(r&&(y=Ai(y,r,i,d)),o&&(y=Pi(y,o,a,d)),m-=x,d&&m<s){var w=Y(y,b);return eo(t,e,Ki,l.placeholder,n,y,w,u,c,s-m)}var C=p?n:this,k=h?C[t]:t;return m=y.length,u?y=Ho(y,u):v&&m>1&&y.reverse(),f&&c<m&&(y.length=c),this&&this!==An&&this instanceof l&&(k=g||zi(k)),k.apply(C,y)}var f=e&xt,p=e&dt,h=e&vt,d=e&(mt|yt),v=e&Ct,g=h?nt:zi(t);return l}function Gi(t,e){return function(n,r){return xr(n,t,e(r),{})}}function $i(t,e){return function(n,r){var i;if(n===nt&&r===nt)return e;if(n!==nt&&(i=n),r!==nt){if(i===nt)return r;\"string\"==typeof n||\"string\"==typeof r?(n=li(n),r=li(r)):(n=si(n),r=si(r)),i=t(n,r)}return i}}function Xi(t){return fo(function(e){return e=h(e,I(mo())),Jr(function(n){var r=this;return t(e,function(t){return o(t,r,n)})})})}function Qi(t,e){e=e===nt?\" \":li(e);var n=e.length;if(n<2)return n?Zr(e,t):e;var r=Zr(e,Dl(t/Q(e)));return V(e)?xi(Z(r),0,t).join(\"\"):r.slice(0,t)}function Zi(t,e,n,r){function i(){for(var e=-1,c=arguments.length,s=-1,l=r.length,f=Zs(l+c),p=this&&this!==An&&this instanceof i?u:t;++s<l;)f[s]=r[s];for(;c--;)f[s++]=arguments[++e];return o(p,a?n:this,f)}var a=e&dt,u=zi(t);return i}function Ji(t){return function(e,n,r){return r&&\"number\"!=typeof r&&Po(e,n,r)&&(n=r=nt),e=mc(e),n===nt?(n=e,e=0):n=mc(n),r=r===nt?e<n?1:-1:mc(r),Qr(e,n,r,t)}}function to(t){return function(e,n){return\"string\"==typeof e&&\"string\"==typeof n||(e=bc(e),n=bc(n)),t(e,n)}}function eo(t,e,n,r,i,o,a,u,c,s){var l=e&mt,f=l?a:nt,p=l?nt:a,h=l?o:nt,d=l?nt:o;e|=l?_t:bt,(e&=~(l?bt:_t))&gt||(e&=~(dt|vt));var v=[t,e,i,h,f,d,p,u,c,s],g=n.apply(nt,v);return Do(t)&&Ef(g,v),g.placeholder=r,Yo(g,t,e)}function no(t){var e=nl[t];return function(t,n){if(t=bc(t),n=null==n?0:Wl(yc(n),292)){var r=(Cc(t)+\"e\").split(\"e\");return r=(Cc(e(r[0]+\"e\"+(+r[1]+n)))+\"e\").split(\"e\"),+(r[0]+\"e\"+(+r[1]-n))}return e(t)}}function ro(t){return function(e){var n=Cf(e);return n==Kt?H(e):n==Jt?G(e):O(e,t(e))}}function io(t,e,n,r,i,o,a,u){var c=e&vt;if(!c&&\"function\"!=typeof t)throw new al(ot);var s=r?r.length:0;if(s||(e&=~(_t|bt),r=i=nt),a=a===nt?a:Vl(yc(a),0),u=u===nt?u:yc(u),s-=i?i.length:0,e&bt){var l=r,f=i;r=i=nt}var p=c?nt:bf(t),h=[t,e,n,r,i,l,f,o,a,u];if(p&&jo(h,p),t=h[0],e=h[1],n=h[2],r=h[3],i=h[4],u=h[9]=h[9]===nt?c?0:t.length:Vl(h[9]-s,0),!u&&e&(mt|yt)&&(e&=~(mt|yt)),e&&e!=dt)d=e==mt||e==yt?Hi(t,e,u):e!=_t&&e!=(dt|_t)||i.length?Ki.apply(nt,h):Zi(t,e,n,r);else var d=Bi(t,e,n);return Yo((p?vf:Ef)(d,h),t,e)}function oo(t,e,n,r){return t===nt||Vu(t,sl[n])&&!pl.call(r,n)?e:t}function ao(t,e,n,r,i,o){return tc(t)&&tc(e)&&(o.set(e,t),Vr(t,e,nt,ao,o),o.delete(e)),t}function uo(t){return sc(t)?nt:t}function co(t,e,n,r,i,o){var a=n&pt,u=t.length,c=e.length;if(u!=c&&!(a&&c>u))return!1;var s=o.get(t);if(s&&o.get(e))return s==e;var l=-1,f=!0,p=n&ht?new dn:nt;for(o.set(t,e),o.set(e,t);++l<u;){var h=t[l],d=e[l];if(r)var v=a?r(d,h,l,e,t,o):r(h,d,l,t,e,o);if(v!==nt){if(v)continue;f=!1;break}if(p){if(!m(e,function(t,e){if(!R(p,e)&&(h===t||i(h,t,n,r,o)))return p.push(e)})){f=!1;break}}else if(h!==d&&!i(h,d,n,r,o)){f=!1;break}}return o.delete(t),o.delete(e),f}function so(t,e,n,r,i,o,a){switch(n){case ae:if(t.byteLength!=e.byteLength||t.byteOffset!=e.byteOffset)return!1;t=t.buffer,e=e.buffer;case oe:return!(t.byteLength!=e.byteLength||!o(new xl(t),new xl(e)));case Vt:case Wt:case Gt:return Vu(+t,+e);case Ht:return t.name==e.name&&t.message==e.message;case Zt:case te:return t==e+\"\";case Kt:var u=H;case Jt:var c=r&pt;if(u||(u=K),t.size!=e.size&&!c)return!1;var s=a.get(t);if(s)return s==e;r|=ht,a.set(t,e);var l=co(u(t),u(e),r,i,o,a);return a.delete(t),l;case ee:if(cf)return cf.call(t)==cf.call(e)}return!1}function lo(t,e,n,r,i,o){var a=n&pt,u=po(t),c=u.length;if(c!=po(e).length&&!a)return!1;for(var s=c;s--;){var l=u[s];if(!(a?l in e:pl.call(e,l)))return!1}var f=o.get(t);if(f&&o.get(e))return f==e;var p=!0;o.set(t,e),o.set(e,t);for(var h=a;++s<c;){l=u[s];var d=t[l],v=e[l];if(r)var g=a?r(v,d,l,e,t,o):r(d,v,l,t,e,o);if(!(g===nt?d===v||i(d,v,n,r,o):g)){p=!1;break}h||(h=\"constructor\"==l)}if(p&&!h){var m=t.constructor,y=e.constructor;m!=y&&\"constructor\"in t&&\"constructor\"in e&&!(\"function\"==typeof m&&m instanceof m&&\"function\"==typeof y&&y instanceof y)&&(p=!1)}return o.delete(t),o.delete(e),p}function fo(t){return Tf(Wo(t,nt,sa),t+\"\")}function po(t){return dr(t,Lc,xf)}function ho(t){return dr(t,Uc,wf)}function vo(t){for(var e=t.name+\"\",n=tf[e],r=pl.call(tf,e)?n.length:0;r--;){var i=n[r],o=i.func;if(null==o||o==t)return i.name}return e}function go(t){return(pl.call(n,\"placeholder\")?n:t).placeholder}function mo(){var t=n.iteratee||Ts;return t=t===Ts?Dr:t,arguments.length?t(arguments[0],arguments[1]):t}function yo(t,e){var n=t.__data__;return Io(e)?n[\"string\"==typeof e?\"string\":\"hash\"]:n.map}function _o(t){for(var e=Lc(t),n=e.length;n--;){var r=e[n],i=t[r];e[n]=[r,i,Uo(i)]}return e}function bo(t,e){var n=B(t,e);return Ar(n)?n:nt}function xo(t){var e=pl.call(t,Nl),n=t[Nl];try{t[Nl]=nt;var r=!0}catch(t){}var i=vl.call(t);return r&&(e?t[Nl]=n:delete t[Nl]),i}function wo(t,e,n){for(var r=-1,i=n.length;++r<i;){var o=n[r],a=o.size;switch(o.type){case\"drop\":t+=a;break;case\"dropRight\":e-=a;break;case\"take\":e=Wl(e,t+a);break;case\"takeRight\":t=Vl(t,e-a)}}return{start:t,end:e}}function Co(t){var e=t.match(Re);return e?e[1].split(Le):[]}function ko(t,e,n){e=bi(e,t);for(var r=-1,i=e.length,o=!1;++r<i;){var a=$o(e[r]);if(!(o=null!=t&&n(t,a)))break;t=t[a]}return o||++r!=i?o:!!(i=null==t?0:t.length)&&Ju(i)&&Ao(a,i)&&(hp(t)||pp(t))}function Eo(t){var e=t.length,n=new t.constructor(e);return e&&\"string\"==typeof t[0]&&pl.call(t,\"index\")&&(n.index=t.index,n.input=t.input),n}function Mo(t){return\"function\"!=typeof t.constructor||Lo(t)?{}:lf(Cl(t))}function To(t,e,n){var r=t.constructor;switch(e){case oe:return Ci(t);case Vt:case Wt:return new r(+t);case ae:return ki(t,n);case ue:case ce:case se:case le:case fe:case pe:case he:case de:case ve:return Ti(t,n);case Kt:return new r;case Gt:case te:return new r(t);case Zt:return Ei(t);case Jt:return new r;case ee:return Mi(t)}}function So(t,e){var n=e.length;if(!n)return t;var r=n-1;return e[r]=(n>1?\"& \":\"\")+e[r],e=e.join(n>2?\", \":\" \"),t.replace(De,\"{\\n/* [wrapped with \"+e+\"] */\\n\")}function No(t){return hp(t)||pp(t)||!!(Tl&&t&&t[Tl])}function Ao(t,e){var n=typeof t;return!!(e=null==e?Pt:e)&&(\"number\"==n||\"symbol\"!=n&&qe.test(t))&&t>-1&&t%1==0&&t<e}function Po(t,e,n){if(!tc(n))return!1;var r=typeof e;return!!(\"number\"==r?Wu(n)&&Ao(e,n.length):\"string\"==r&&e in n)&&Vu(n[e],t)}function Oo(t,e){if(hp(t))return!1;var n=typeof t;return!(\"number\"!=n&&\"symbol\"!=n&&\"boolean\"!=n&&null!=t&&!pc(t))||(Te.test(t)||!Me.test(t)||null!=e&&t in rl(e))}function Io(t){var e=typeof t;return\"string\"==e||\"number\"==e||\"symbol\"==e||\"boolean\"==e?\"__proto__\"!==t:null===t}function Do(t){var e=vo(t),r=n[e];if(\"function\"!=typeof r||!(e in y.prototype))return!1;if(t===r)return!0;var i=bf(r);return!!i&&t===i[0]}function Ro(t){return!!dl&&dl in t}function Lo(t){var e=t&&t.constructor;return t===(\"function\"==typeof e&&e.prototype||sl)}function Uo(t){return t===t&&!tc(t)}function Fo(t,e){return function(n){return null!=n&&(n[t]===e&&(e!==nt||t in rl(n)))}}function jo(t,e){var n=t[1],r=e[1],i=n|r,o=i<(dt|vt|xt),a=r==xt&&n==mt||r==xt&&n==wt&&t[7].length<=e[8]||r==(xt|wt)&&e[7].length<=e[8]&&n==mt;if(!o&&!a)return t;r&dt&&(t[2]=e[2],i|=n&dt?0:gt);var u=e[3];if(u){var c=t[3];t[3]=c?Ai(c,u,e[4]):u,t[4]=c?Y(t[3],ct):e[4]}return u=e[5],u&&(c=t[5],t[5]=c?Pi(c,u,e[6]):u,t[6]=c?Y(t[5],ct):e[6]),u=e[7],u&&(t[7]=u),r&xt&&(t[8]=null==t[8]?e[8]:Wl(t[8],e[8])),null==t[9]&&(t[9]=e[9]),t[0]=e[0],t[1]=i,t}function Bo(t){var e=[];if(null!=t)for(var n in rl(t))e.push(n);return e}function Vo(t){return vl.call(t)}function Wo(t,e,n){return e=Vl(e===nt?t.length-1:e,0),function(){for(var r=arguments,i=-1,a=Vl(r.length-e,0),u=Zs(a);++i<a;)u[i]=r[e+i];i=-1;for(var c=Zs(e+1);++i<e;)c[i]=r[i];return c[e]=n(u),o(t,this,c)}}function zo(t,e){return e.length<2?t:hr(t,ii(e,0,-1))}function Ho(t,e){for(var n=t.length,r=Wl(e.length,n),i=Oi(t);r--;){var o=e[r];t[r]=Ao(o,n)?i[o]:nt}return t}function qo(t,e){if(\"__proto__\"!=e)return t[e]}function Yo(t,e,n){var r=e+\"\";return Tf(t,So(r,Qo(Co(r),n)))}function Ko(t){var e=0,n=0;return function(){var r=zl(),i=Tt-(r-n);if(n=r,i>0){if(++e>=Mt)return arguments[0]}else e=0;return t.apply(nt,arguments)}}function Go(t,e){var n=-1,r=t.length,i=r-1;for(e=e===nt?r:e;++n<e;){var o=Xr(n,i),a=t[o];t[o]=t[n],t[n]=a}return t.length=e,t}function $o(t){if(\"string\"==typeof t||pc(t))return t;var e=t+\"\";return\"0\"==e&&1/t==-At?\"-0\":e}function Xo(t){if(null!=t){try{return fl.call(t)}catch(t){}try{return t+\"\"}catch(t){}}return\"\"}function Qo(t,e){return u(Ut,function(n){var r=\"_.\"+n[0];e&n[1]&&!f(t,r)&&t.push(r)}),t.sort()}function Zo(t){if(t instanceof y)return t.clone();var e=new i(t.__wrapped__,t.__chain__);return e.__actions__=Oi(t.__actions__),e.__index__=t.__index__,e.__values__=t.__values__,e}function Jo(t,e,n){e=(n?Po(t,e,n):e===nt)?1:Vl(yc(e),0);var r=null==t?0:t.length;if(!r||e<1)return[];for(var i=0,o=0,a=Zs(Dl(r/e));i<r;)a[o++]=ii(t,i,i+=e);return a}function ta(t){for(var e=-1,n=null==t?0:t.length,r=0,i=[];++e<n;){var o=t[e];o&&(i[r++]=o)}return i}function ea(){var t=arguments.length;if(!t)return[];for(var e=Zs(t-1),n=arguments[0],r=t;r--;)e[r-1]=arguments[r];return d(hp(n)?Oi(n):[n],sr(e,1))}function na(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===nt?1:yc(e),ii(t,e<0?0:e,r)):[]}function ra(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===nt?1:yc(e),e=r-e,ii(t,0,e<0?0:e)):[]}function ia(t,e){return t&&t.length?di(t,mo(e,3),!0,!0):[]}function oa(t,e){return t&&t.length?di(t,mo(e,3),!0):[]}function aa(t,e,n,r){var i=null==t?0:t.length;return i?(n&&\"number\"!=typeof n&&Po(t,e,n)&&(n=0,r=i),ur(t,e,n,r)):[]}function ua(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=null==n?0:yc(n);return i<0&&(i=Vl(r+i,0)),x(t,mo(e,3),i)}function ca(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=r-1;return n!==nt&&(i=yc(n),i=n<0?Vl(r+i,0):Wl(i,r-1)),x(t,mo(e,3),i,!0)}function sa(t){return(null==t?0:t.length)?sr(t,1):[]}function la(t){return(null==t?0:t.length)?sr(t,At):[]}function fa(t,e){return(null==t?0:t.length)?(e=e===nt?1:yc(e),sr(t,e)):[]}function pa(t){for(var e=-1,n=null==t?0:t.length,r={};++e<n;){var i=t[e];r[i[0]]=i[1]}return r}function ha(t){return t&&t.length?t[0]:nt}function da(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=null==n?0:yc(n);return i<0&&(i=Vl(r+i,0)),w(t,e,i)}function va(t){return(null==t?0:t.length)?ii(t,0,-1):[]}function ga(t,e){return null==t?\"\":jl.call(t,e)}function ma(t){var e=null==t?0:t.length;return e?t[e-1]:nt}function ya(t,e,n){var r=null==t?0:t.length;if(!r)return-1;var i=r;return n!==nt&&(i=yc(n),i=i<0?Vl(r+i,0):Wl(i,r-1)),e===e?X(t,e,i):x(t,k,i,!0)}function _a(t,e){return t&&t.length?zr(t,yc(e)):nt}function ba(t,e){return t&&t.length&&e&&e.length?Gr(t,e):t}function xa(t,e,n){return t&&t.length&&e&&e.length?Gr(t,e,mo(n,2)):t}function wa(t,e,n){return t&&t.length&&e&&e.length?Gr(t,e,nt,n):t}function Ca(t,e){var n=[];if(!t||!t.length)return n;var r=-1,i=[],o=t.length;for(e=mo(e,3);++r<o;){var a=t[r];e(a,r,t)&&(n.push(a),i.push(r))}return $r(t,i),n}function ka(t){return null==t?t:Yl.call(t)}function Ea(t,e,n){var r=null==t?0:t.length;return r?(n&&\"number\"!=typeof n&&Po(t,e,n)?(e=0,n=r):(e=null==e?0:yc(e),n=n===nt?r:yc(n)),ii(t,e,n)):[]}function Ma(t,e){return ai(t,e)}function Ta(t,e,n){return ui(t,e,mo(n,2))}function Sa(t,e){var n=null==t?0:t.length;if(n){var r=ai(t,e);if(r<n&&Vu(t[r],e))return r}return-1}function Na(t,e){return ai(t,e,!0)}function Aa(t,e,n){return ui(t,e,mo(n,2),!0)}function Pa(t,e){if(null==t?0:t.length){var n=ai(t,e,!0)-1;if(Vu(t[n],e))return n}return-1}function Oa(t){return t&&t.length?ci(t):[]}function Ia(t,e){return t&&t.length?ci(t,mo(e,2)):[]}function Da(t){var e=null==t?0:t.length;return e?ii(t,1,e):[]}function Ra(t,e,n){return t&&t.length?(e=n||e===nt?1:yc(e),ii(t,0,e<0?0:e)):[]}function La(t,e,n){var r=null==t?0:t.length;return r?(e=n||e===nt?1:yc(e),e=r-e,ii(t,e<0?0:e,r)):[]}function Ua(t,e){return t&&t.length?di(t,mo(e,3),!1,!0):[]}function Fa(t,e){return t&&t.length?di(t,mo(e,3)):[]}function ja(t){return t&&t.length?fi(t):[]}function Ba(t,e){return t&&t.length?fi(t,mo(e,2)):[]}function Va(t,e){return e=\"function\"==typeof e?e:nt,t&&t.length?fi(t,nt,e):[]}function Wa(t){if(!t||!t.length)return[];var e=0;return t=l(t,function(t){if(zu(t))return e=Vl(t.length,e),!0}),P(e,function(e){return h(t,M(e))})}function za(t,e){if(!t||!t.length)return[];var n=Wa(t);return null==e?n:h(n,function(t){return o(e,nt,t)})}function Ha(t,e){return mi(t||[],e||[],Wn)}function qa(t,e){return mi(t||[],e||[],ni)}function Ya(t){var e=n(t);return e.__chain__=!0,e}function Ka(t,e){return e(t),t}function Ga(t,e){return e(t)}function $a(){return Ya(this)}function Xa(){return new i(this.value(),this.__chain__)}function Qa(){this.__values__===nt&&(this.__values__=gc(this.value()));var t=this.__index__>=this.__values__.length;return{done:t,value:t?nt:this.__values__[this.__index__++]}}function Za(){return this}function Ja(t){for(var e,n=this;n instanceof r;){var i=Zo(n);i.__index__=0,i.__values__=nt,e?o.__wrapped__=i:e=i;var o=i;n=n.__wrapped__}return o.__wrapped__=t,e}function tu(){var t=this.__wrapped__;if(t instanceof y){var e=t;return this.__actions__.length&&(e=new y(this)),e=e.reverse(),e.__actions__.push({func:Ga,args:[ka],thisArg:nt}),new i(e,this.__chain__)}return this.thru(ka)}function eu(){return vi(this.__wrapped__,this.__actions__)}function nu(t,e,n){var r=hp(t)?s:or;return n&&Po(t,e,n)&&(e=nt),r(t,mo(e,3))}function ru(t,e){return(hp(t)?l:cr)(t,mo(e,3))}function iu(t,e){return sr(lu(t,e),1)}function ou(t,e){return sr(lu(t,e),At)}function au(t,e,n){return n=n===nt?1:yc(n),sr(lu(t,e),n)}function uu(t,e){return(hp(t)?u:ff)(t,mo(e,3))}function cu(t,e){return(hp(t)?c:pf)(t,mo(e,3))}function su(t,e,n,r){t=Wu(t)?t:$c(t),n=n&&!r?yc(n):0;var i=t.length;return n<0&&(n=Vl(i+n,0)),fc(t)?n<=i&&t.indexOf(e,n)>-1:!!i&&w(t,e,n)>-1}function lu(t,e){return(hp(t)?h:Fr)(t,mo(e,3))}function fu(t,e,n,r){return null==t?[]:(hp(e)||(e=null==e?[]:[e]),n=r?nt:n,hp(n)||(n=null==n?[]:[n]),Hr(t,e,n))}function pu(t,e,n){var r=hp(t)?v:S,i=arguments.length<3;return r(t,mo(e,4),n,i,ff)}function hu(t,e,n){var r=hp(t)?g:S,i=arguments.length<3;return r(t,mo(e,4),n,i,pf)}function du(t,e){return(hp(t)?l:cr)(t,Su(mo(e,3)))}function vu(t){return(hp(t)?Pn:ti)(t)}function gu(t,e,n){return e=(n?Po(t,e,n):e===nt)?1:yc(e),(hp(t)?On:ei)(t,e)}function mu(t){return(hp(t)?Dn:ri)(t)}function yu(t){if(null==t)return 0;if(Wu(t))return fc(t)?Q(t):t.length;var e=Cf(t);return e==Kt||e==Jt?t.size:Rr(t).length}function _u(t,e,n){var r=hp(t)?m:oi;return n&&Po(t,e,n)&&(e=nt),r(t,mo(e,3))}function bu(t,e){if(\"function\"!=typeof e)throw new al(ot);return t=yc(t),function(){if(--t<1)return e.apply(this,arguments)}}function xu(t,e,n){return e=n?nt:e,e=t&&null==e?t.length:e,io(t,xt,nt,nt,nt,nt,e)}function wu(t,e){var n;if(\"function\"!=typeof e)throw new al(ot);return t=yc(t),function(){return--t>0&&(n=e.apply(this,arguments)),t<=1&&(e=nt),n}}function Cu(t,e,n){e=n?nt:e;var r=io(t,mt,nt,nt,nt,nt,nt,e);return r.placeholder=Cu.placeholder,r}function ku(t,e,n){e=n?nt:e;var r=io(t,yt,nt,nt,nt,nt,nt,e);return r.placeholder=ku.placeholder,r}function Eu(t,e,n){function r(e){var n=p,r=h;return p=h=nt,y=e,v=t.apply(r,n)}function i(t){return y=t,g=Mf(u,e),_?r(t):v}function o(t){var n=t-m,r=t-y,i=e-n;return b?Wl(i,d-r):i}function a(t){var n=t-m,r=t-y;return m===nt||n>=e||n<0||b&&r>=d}function u(){var t=ep();if(a(t))return c(t);g=Mf(u,o(t))}function c(t){return g=nt,x&&p?r(t):(p=h=nt,v)}function s(){g!==nt&&yf(g),y=0,p=m=h=g=nt}function l(){return g===nt?v:c(ep())}function f(){var t=ep(),n=a(t);if(p=arguments,h=this,m=t,n){if(g===nt)return i(m);if(b)return g=Mf(u,e),r(m)}return g===nt&&(g=Mf(u,e)),v}var p,h,d,v,g,m,y=0,_=!1,b=!1,x=!0;if(\"function\"!=typeof t)throw new al(ot);return e=bc(e)||0,tc(n)&&(_=!!n.leading,b=\"maxWait\"in n,d=b?Vl(bc(n.maxWait)||0,e):d,x=\"trailing\"in n?!!n.trailing:x),f.cancel=s,f.flush=l,f}function Mu(t){return io(t,Ct)}function Tu(t,e){if(\"function\"!=typeof t||null!=e&&\"function\"!=typeof e)throw new al(ot);var n=function(){var r=arguments,i=e?e.apply(this,r):r[0],o=n.cache;if(o.has(i))return o.get(i);var a=t.apply(this,r);return n.cache=o.set(i,a)||o,a};return n.cache=new(Tu.Cache||an),n}function Su(t){if(\"function\"!=typeof t)throw new al(ot);return function(){var e=arguments;switch(e.length){case 0:return!t.call(this);case 1:return!t.call(this,e[0]);case 2:return!t.call(this,e[0],e[1]);case 3:return!t.call(this,e[0],e[1],e[2])}return!t.apply(this,e)}}function Nu(t){return wu(2,t)}function Au(t,e){if(\"function\"!=typeof t)throw new al(ot);return e=e===nt?e:yc(e),Jr(t,e)}function Pu(t,e){if(\"function\"!=typeof t)throw new al(ot);return e=null==e?0:Vl(yc(e),0),Jr(function(n){var r=n[e],i=xi(n,0,e);return r&&d(i,r),o(t,this,i)})}function Ou(t,e,n){var r=!0,i=!0;if(\"function\"!=typeof t)throw new al(ot);return tc(n)&&(r=\"leading\"in n?!!n.leading:r,i=\"trailing\"in n?!!n.trailing:i),Eu(t,e,{leading:r,maxWait:e,trailing:i})}function Iu(t){return xu(t,1)}function Du(t,e){return up(_i(e),t)}function Ru(){if(!arguments.length)return[];var t=arguments[0];return hp(t)?t:[t]}function Lu(t){return tr(t,ft)}function Uu(t,e){return e=\"function\"==typeof e?e:nt,tr(t,ft,e)}function Fu(t){return tr(t,st|ft)}function ju(t,e){return e=\"function\"==typeof e?e:nt,tr(t,st|ft,e)}function Bu(t,e){return null==e||nr(t,e,Lc(e))}function Vu(t,e){return t===e||t!==t&&e!==e}function Wu(t){return null!=t&&Ju(t.length)&&!Qu(t)}function zu(t){return ec(t)&&Wu(t)}function Hu(t){return!0===t||!1===t||ec(t)&&vr(t)==Vt}function qu(t){return ec(t)&&1===t.nodeType&&!sc(t)}function Yu(t){if(null==t)return!0;if(Wu(t)&&(hp(t)||\"string\"==typeof t||\"function\"==typeof t.splice||vp(t)||bp(t)||pp(t)))return!t.length;var e=Cf(t);if(e==Kt||e==Jt)return!t.size;if(Lo(t))return!Rr(t).length;for(var n in t)if(pl.call(t,n))return!1;return!0}function Ku(t,e){return Mr(t,e)}function Gu(t,e,n){n=\"function\"==typeof n?n:nt;var r=n?n(t,e):nt;return r===nt?Mr(t,e,nt,n):!!r}function $u(t){if(!ec(t))return!1;var e=vr(t);return e==Ht||e==zt||\"string\"==typeof t.message&&\"string\"==typeof t.name&&!sc(t)}function Xu(t){return\"number\"==typeof t&&Fl(t)}function Qu(t){if(!tc(t))return!1;var e=vr(t);return e==qt||e==Yt||e==Bt||e==Qt}function Zu(t){return\"number\"==typeof t&&t==yc(t)}function Ju(t){return\"number\"==typeof t&&t>-1&&t%1==0&&t<=Pt}function tc(t){var e=typeof t;return null!=t&&(\"object\"==e||\"function\"==e)}function ec(t){return null!=t&&\"object\"==typeof t}function nc(t,e){return t===e||Nr(t,e,_o(e))}function rc(t,e,n){return n=\"function\"==typeof n?n:nt,Nr(t,e,_o(e),n)}function ic(t){return cc(t)&&t!=+t}function oc(t){if(kf(t))throw new tl(it);return Ar(t)}function ac(t){return null===t}function uc(t){return null==t}function cc(t){return\"number\"==typeof t||ec(t)&&vr(t)==Gt}function sc(t){if(!ec(t)||vr(t)!=Xt)return!1;var e=Cl(t);if(null===e)return!0;var n=pl.call(e,\"constructor\")&&e.constructor;return\"function\"==typeof n&&n instanceof n&&fl.call(n)==gl}function lc(t){return Zu(t)&&t>=-Pt&&t<=Pt}function fc(t){return\"string\"==typeof t||!hp(t)&&ec(t)&&vr(t)==te}function pc(t){return\"symbol\"==typeof t||ec(t)&&vr(t)==ee}function hc(t){return t===nt}function dc(t){return ec(t)&&Cf(t)==re}function vc(t){return ec(t)&&vr(t)==ie}function gc(t){if(!t)return[];if(Wu(t))return fc(t)?Z(t):Oi(t);if(Sl&&t[Sl])return z(t[Sl]());var e=Cf(t);return(e==Kt?H:e==Jt?K:$c)(t)}function mc(t){if(!t)return 0===t?t:0;if((t=bc(t))===At||t===-At){return(t<0?-1:1)*Ot}return t===t?t:0}function yc(t){var e=mc(t),n=e%1;return e===e?n?e-n:e:0}function _c(t){return t?Jn(yc(t),0,Dt):0}function bc(t){if(\"number\"==typeof t)return t;if(pc(t))return It;if(tc(t)){var e=\"function\"==typeof t.valueOf?t.valueOf():t;t=tc(e)?e+\"\":e}if(\"string\"!=typeof t)return 0===t?t:+t;t=t.replace(Pe,\"\");var n=We.test(t);return n||He.test(t)?Tn(t.slice(2),n?2:8):Ve.test(t)?It:+t}function xc(t){return Ii(t,Uc(t))}function wc(t){return t?Jn(yc(t),-Pt,Pt):0===t?t:0}function Cc(t){return null==t?\"\":li(t)}function kc(t,e){var n=lf(t);return null==e?n:$n(n,e)}function Ec(t,e){return b(t,mo(e,3),lr)}function Mc(t,e){return b(t,mo(e,3),fr)}function Tc(t,e){return null==t?t:hf(t,mo(e,3),Uc)}function Sc(t,e){return null==t?t:df(t,mo(e,3),Uc)}function Nc(t,e){return t&&lr(t,mo(e,3))}function Ac(t,e){return t&&fr(t,mo(e,3))}function Pc(t){return null==t?[]:pr(t,Lc(t))}function Oc(t){return null==t?[]:pr(t,Uc(t))}function Ic(t,e,n){var r=null==t?nt:hr(t,e);return r===nt?n:r}function Dc(t,e){return null!=t&&ko(t,e,mr)}function Rc(t,e){return null!=t&&ko(t,e,yr)}function Lc(t){return Wu(t)?Nn(t):Rr(t)}function Uc(t){return Wu(t)?Nn(t,!0):Lr(t)}function Fc(t,e){var n={};return e=mo(e,3),lr(t,function(t,r,i){Qn(n,e(t,r,i),t)}),n}function jc(t,e){var n={};return e=mo(e,3),lr(t,function(t,r,i){Qn(n,r,e(t,r,i))}),n}function Bc(t,e){return Vc(t,Su(mo(e)))}function Vc(t,e){if(null==t)return{};var n=h(ho(t),function(t){return[t]});return e=mo(e),Yr(t,n,function(t,n){return e(t,n[0])})}function Wc(t,e,n){e=bi(e,t);var r=-1,i=e.length;for(i||(i=1,t=nt);++r<i;){var o=null==t?nt:t[$o(e[r])];o===nt&&(r=i,o=n),t=Qu(o)?o.call(t):o}return t}function zc(t,e,n){return null==t?t:ni(t,e,n)}function Hc(t,e,n,r){return r=\"function\"==typeof r?r:nt,null==t?t:ni(t,e,n,r)}function qc(t,e,n){var r=hp(t),i=r||vp(t)||bp(t);if(e=mo(e,4),null==n){var o=t&&t.constructor;n=i?r?new o:[]:tc(t)&&Qu(o)?lf(Cl(t)):{}}return(i?u:lr)(t,function(t,r,i){return e(n,t,r,i)}),n}function Yc(t,e){return null==t||pi(t,e)}function Kc(t,e,n){return null==t?t:hi(t,e,_i(n))}function Gc(t,e,n,r){return r=\"function\"==typeof r?r:nt,null==t?t:hi(t,e,_i(n),r)}function $c(t){return null==t?[]:D(t,Lc(t))}function Xc(t){return null==t?[]:D(t,Uc(t))}function Qc(t,e,n){return n===nt&&(n=e,e=nt),n!==nt&&(n=bc(n),n=n===n?n:0),e!==nt&&(e=bc(e),e=e===e?e:0),Jn(bc(t),e,n)}function Zc(t,e,n){return e=mc(e),n===nt?(n=e,e=0):n=mc(n),t=bc(t),_r(t,e,n)}function Jc(t,e,n){if(n&&\"boolean\"!=typeof n&&Po(t,e,n)&&(e=n=nt),n===nt&&(\"boolean\"==typeof e?(n=e,e=nt):\"boolean\"==typeof t&&(n=t,t=nt)),t===nt&&e===nt?(t=0,e=1):(t=mc(t),e===nt?(e=t,t=0):e=mc(e)),t>e){var r=t;t=e,e=r}if(n||t%1||e%1){var i=ql();return Wl(t+i*(e-t+Mn(\"1e-\"+((i+\"\").length-1))),e)}return Xr(t,e)}function ts(t){return Yp(Cc(t).toLowerCase())}function es(t){return(t=Cc(t))&&t.replace(Ye,zn).replace(hn,\"\")}function ns(t,e,n){t=Cc(t),e=li(e);var r=t.length;n=n===nt?r:Jn(yc(n),0,r);var i=n;return(n-=e.length)>=0&&t.slice(n,i)==e}function rs(t){return t=Cc(t),t&&we.test(t)?t.replace(be,Hn):t}function is(t){return t=Cc(t),t&&Ae.test(t)?t.replace(Ne,\"\\\\$&\"):t}function os(t,e,n){t=Cc(t),e=yc(e);var r=e?Q(t):0;if(!e||r>=e)return t;var i=(e-r)/2;return Qi(Rl(i),n)+t+Qi(Dl(i),n)}function as(t,e,n){t=Cc(t),e=yc(e);var r=e?Q(t):0;return e&&r<e?t+Qi(e-r,n):t}function us(t,e,n){t=Cc(t),e=yc(e);var r=e?Q(t):0;return e&&r<e?Qi(e-r,n)+t:t}function cs(t,e,n){return n||null==e?e=0:e&&(e=+e),Hl(Cc(t).replace(Oe,\"\"),e||0)}function ss(t,e,n){return e=(n?Po(t,e,n):e===nt)?1:yc(e),Zr(Cc(t),e)}function ls(){var t=arguments,e=Cc(t[0]);return t.length<3?e:e.replace(t[1],t[2])}function fs(t,e,n){return n&&\"number\"!=typeof n&&Po(t,e,n)&&(e=n=nt),(n=n===nt?Dt:n>>>0)?(t=Cc(t),t&&(\"string\"==typeof e||null!=e&&!yp(e))&&!(e=li(e))&&V(t)?xi(Z(t),0,n):t.split(e,n)):[]}function ps(t,e,n){return t=Cc(t),n=null==n?0:Jn(yc(n),0,t.length),e=li(e),t.slice(n,n+e.length)==e}function hs(t,e,r){var i=n.templateSettings;r&&Po(t,e,r)&&(e=nt),t=Cc(t),e=Ep({},e,i,oo);var o,a,u=Ep({},e.imports,i.imports,oo),c=Lc(u),s=D(u,c),l=0,f=e.interpolate||Ke,p=\"__p += '\",h=il((e.escape||Ke).source+\"|\"+f.source+\"|\"+(f===Ee?je:Ke).source+\"|\"+(e.evaluate||Ke).source+\"|$\",\"g\"),d=\"//# sourceURL=\"+(\"sourceURL\"in e?e.sourceURL:\"lodash.templateSources[\"+ ++_n+\"]\")+\"\\n\";t.replace(h,function(e,n,r,i,u,c){return r||(r=i),p+=t.slice(l,c).replace(Ge,j),n&&(o=!0,p+=\"' +\\n__e(\"+n+\") +\\n'\"),u&&(a=!0,p+=\"';\\n\"+u+\";\\n__p += '\"),r&&(p+=\"' +\\n((__t = (\"+r+\")) == null ? '' : __t) +\\n'\"),l=c+e.length,e}),p+=\"';\\n\";var v=e.variable;v||(p=\"with (obj) {\\n\"+p+\"\\n}\\n\"),p=(a?p.replace(ge,\"\"):p).replace(me,\"$1\").replace(ye,\"$1;\"),p=\"function(\"+(v||\"obj\")+\") {\\n\"+(v?\"\":\"obj || (obj = {});\\n\")+\"var __t, __p = ''\"+(o?\", __e = _.escape\":\"\")+(a?\", __j = Array.prototype.join;\\nfunction print() { __p += __j.call(arguments, '') }\\n\":\";\\n\")+p+\"return __p\\n}\";var g=Kp(function(){return el(c,d+\"return \"+p).apply(nt,s)});if(g.source=p,$u(g))throw g;return g}function ds(t){return Cc(t).toLowerCase()}function vs(t){return Cc(t).toUpperCase()}function gs(t,e,n){if((t=Cc(t))&&(n||e===nt))return t.replace(Pe,\"\");if(!t||!(e=li(e)))return t;var r=Z(t),i=Z(e);return xi(r,L(r,i),U(r,i)+1).join(\"\")}function ms(t,e,n){if((t=Cc(t))&&(n||e===nt))return t.replace(Ie,\"\");if(!t||!(e=li(e)))return t;var r=Z(t);return xi(r,0,U(r,Z(e))+1).join(\"\")}function ys(t,e,n){if((t=Cc(t))&&(n||e===nt))return t.replace(Oe,\"\");if(!t||!(e=li(e)))return t;var r=Z(t);return xi(r,L(r,Z(e))).join(\"\")}function _s(t,e){var n=kt,r=Et;if(tc(e)){var i=\"separator\"in e?e.separator:i;n=\"length\"in e?yc(e.length):n,r=\"omission\"in e?li(e.omission):r}t=Cc(t);var o=t.length;if(V(t)){var a=Z(t);o=a.length}if(n>=o)return t;var u=n-Q(r);if(u<1)return r;var c=a?xi(a,0,u).join(\"\"):t.slice(0,u);if(i===nt)return c+r;if(a&&(u+=c.length-u),yp(i)){if(t.slice(u).search(i)){var s,l=c;for(i.global||(i=il(i.source,Cc(Be.exec(i))+\"g\")),i.lastIndex=0;s=i.exec(l);)var f=s.index;c=c.slice(0,f===nt?u:f)}}else if(t.indexOf(li(i),u)!=u){var p=c.lastIndexOf(i);p>-1&&(c=c.slice(0,p))}return c+r}function bs(t){return t=Cc(t),t&&xe.test(t)?t.replace(_e,qn):t}function xs(t,e,n){return t=Cc(t),e=n?nt:e,e===nt?W(t)?et(t):_(t):t.match(e)||[]}function ws(t){var e=null==t?0:t.length,n=mo();return t=e?h(t,function(t){if(\"function\"!=typeof t[1])throw new al(ot);return[n(t[0]),t[1]]}):[],Jr(function(n){for(var r=-1;++r<e;){var i=t[r];if(o(i[0],this,n))return o(i[1],this,n)}})}function Cs(t){return er(tr(t,st))}function ks(t){return function(){return t}}function Es(t,e){return null==t||t!==t?e:t}function Ms(t){return t}function Ts(t){return Dr(\"function\"==typeof t?t:tr(t,st))}function Ss(t){return jr(tr(t,st))}function Ns(t,e){return Br(t,tr(e,st))}function As(t,e,n){var r=Lc(e),i=pr(e,r);null!=n||tc(e)&&(i.length||!r.length)||(n=e,e=t,t=this,i=pr(e,Lc(e)));var o=!(tc(n)&&\"chain\"in n&&!n.chain),a=Qu(t);return u(i,function(n){var r=e[n];t[n]=r,a&&(t.prototype[n]=function(){var e=this.__chain__;if(o||e){var n=t(this.__wrapped__);return(n.__actions__=Oi(this.__actions__)).push({func:r,args:arguments,thisArg:t}),n.__chain__=e,n}return r.apply(t,d([this.value()],arguments))})}),t}function Ps(){return An._===this&&(An._=ml),this}function Os(){}function Is(t){return t=yc(t),Jr(function(e){return zr(e,t)})}function Ds(t){return Oo(t)?M($o(t)):Kr(t)}function Rs(t){return function(e){return null==t?nt:hr(t,e)}}function Ls(){return[]}function Us(){return!1}function Fs(){return{}}function js(){return\"\"}function Bs(){return!0}function Vs(t,e){if((t=yc(t))<1||t>Pt)return[];var n=Dt,r=Wl(t,Dt);e=mo(e),t-=Dt;for(var i=P(r,e);++n<t;)e(n);return i}function Ws(t){return hp(t)?h(t,$o):pc(t)?[t]:Oi(Sf(Cc(t)))}function zs(t){var e=++hl;return Cc(t)+e}function Hs(t){return t&&t.length?ar(t,Ms,gr):nt}function qs(t,e){return t&&t.length?ar(t,mo(e,2),gr):nt}function Ys(t){return E(t,Ms)}function Ks(t,e){return E(t,mo(e,2))}function Gs(t){return t&&t.length?ar(t,Ms,Ur):nt}function $s(t,e){return t&&t.length?ar(t,mo(e,2),Ur):nt}function Xs(t){return t&&t.length?A(t,Ms):0}function Qs(t,e){return t&&t.length?A(t,mo(e,2)):0}e=null==e?An:Yn.defaults(An.Object(),e,Yn.pick(An,yn));var Zs=e.Array,Js=e.Date,tl=e.Error,el=e.Function,nl=e.Math,rl=e.Object,il=e.RegExp,ol=e.String,al=e.TypeError,ul=Zs.prototype,cl=el.prototype,sl=rl.prototype,ll=e[\"__core-js_shared__\"],fl=cl.toString,pl=sl.hasOwnProperty,hl=0,dl=function(){var t=/[^.]+$/.exec(ll&&ll.keys&&ll.keys.IE_PROTO||\"\");return t?\"Symbol(src)_1.\"+t:\"\"}(),vl=sl.toString,gl=fl.call(rl),ml=An._,yl=il(\"^\"+fl.call(pl).replace(Ne,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\"),_l=In?e.Buffer:nt,bl=e.Symbol,xl=e.Uint8Array,wl=_l?_l.allocUnsafe:nt,Cl=q(rl.getPrototypeOf,rl),kl=rl.create,El=sl.propertyIsEnumerable,Ml=ul.splice,Tl=bl?bl.isConcatSpreadable:nt,Sl=bl?bl.iterator:nt,Nl=bl?bl.toStringTag:nt,Al=function(){try{var t=bo(rl,\"defineProperty\");return t({},\"\",{}),t}catch(t){}}(),Pl=e.clearTimeout!==An.clearTimeout&&e.clearTimeout,Ol=Js&&Js.now!==An.Date.now&&Js.now,Il=e.setTimeout!==An.setTimeout&&e.setTimeout,Dl=nl.ceil,Rl=nl.floor,Ll=rl.getOwnPropertySymbols,Ul=_l?_l.isBuffer:nt,Fl=e.isFinite,jl=ul.join,Bl=q(rl.keys,rl),Vl=nl.max,Wl=nl.min,zl=Js.now,Hl=e.parseInt,ql=nl.random,Yl=ul.reverse,Kl=bo(e,\"DataView\"),Gl=bo(e,\"Map\"),$l=bo(e,\"Promise\"),Xl=bo(e,\"Set\"),Ql=bo(e,\"WeakMap\"),Zl=bo(rl,\"create\"),Jl=Ql&&new Ql,tf={},ef=Xo(Kl),nf=Xo(Gl),rf=Xo($l),of=Xo(Xl),af=Xo(Ql),uf=bl?bl.prototype:nt,cf=uf?uf.valueOf:nt,sf=uf?uf.toString:nt,lf=function(){function t(){}return function(e){if(!tc(e))return{};if(kl)return kl(e);t.prototype=e;var n=new t;return t.prototype=nt,n}}();n.templateSettings={escape:Ce,evaluate:ke,interpolate:Ee,variable:\"\",imports:{_:n}},n.prototype=r.prototype,n.prototype.constructor=n,i.prototype=lf(r.prototype),i.prototype.constructor=i,y.prototype=lf(r.prototype),y.prototype.constructor=y,tt.prototype.clear=Ue,tt.prototype.delete=$e,tt.prototype.get=Xe,tt.prototype.has=Qe,tt.prototype.set=Ze,Je.prototype.clear=tn,Je.prototype.delete=en,Je.prototype.get=nn,Je.prototype.has=rn,Je.prototype.set=on,an.prototype.clear=un,an.prototype.delete=cn,an.prototype.get=sn,an.prototype.has=ln,an.prototype.set=fn,dn.prototype.add=dn.prototype.push=vn,dn.prototype.has=gn,mn.prototype.clear=wn,mn.prototype.delete=Cn,mn.prototype.get=kn,mn.prototype.has=En,mn.prototype.set=Sn;var ff=Fi(lr),pf=Fi(fr,!0),hf=ji(),df=ji(!0),vf=Jl?function(t,e){return Jl.set(t,e),t}:Ms,gf=Al?function(t,e){return Al(t,\"toString\",{configurable:!0,enumerable:!1,value:ks(e),writable:!0})}:Ms,mf=Jr,yf=Pl||function(t){return An.clearTimeout(t)},_f=Xl&&1/K(new Xl([,-0]))[1]==At?function(t){return new Xl(t)}:Os,bf=Jl?function(t){return Jl.get(t)}:Os,xf=Ll?function(t){return null==t?[]:(t=rl(t),l(Ll(t),function(e){return El.call(t,e)}))}:Ls,wf=Ll?function(t){for(var e=[];t;)d(e,xf(t)),t=Cl(t);return e}:Ls,Cf=vr;(Kl&&Cf(new Kl(new ArrayBuffer(1)))!=ae||Gl&&Cf(new Gl)!=Kt||$l&&\"[object Promise]\"!=Cf($l.resolve())||Xl&&Cf(new Xl)!=Jt||Ql&&Cf(new Ql)!=re)&&(Cf=function(t){var e=vr(t),n=e==Xt?t.constructor:nt,r=n?Xo(n):\"\";if(r)switch(r){case ef:return ae;case nf:return Kt;case rf:return\"[object Promise]\";case of:return Jt;case af:return re}return e});var kf=ll?Qu:Us,Ef=Ko(vf),Mf=Il||function(t,e){return An.setTimeout(t,e)},Tf=Ko(gf),Sf=function(t){var e=Tu(t,function(t){return n.size===ut&&n.clear(),t}),n=e.cache;return e}(function(t){var e=[];return 46===t.charCodeAt(0)&&e.push(\"\"),t.replace(Se,function(t,n,r,i){e.push(r?i.replace(Fe,\"$1\"):n||t)}),e}),Nf=Jr(function(t,e){return zu(t)?ir(t,sr(e,1,zu,!0)):[]}),Af=Jr(function(t,e){var n=ma(e);return zu(n)&&(n=nt),zu(t)?ir(t,sr(e,1,zu,!0),mo(n,2)):[]}),Pf=Jr(function(t,e){var n=ma(e);return zu(n)&&(n=nt),zu(t)?ir(t,sr(e,1,zu,!0),nt,n):[]}),Of=Jr(function(t){var e=h(t,yi);return e.length&&e[0]===t[0]?br(e):[]}),If=Jr(function(t){var e=ma(t),n=h(t,yi);return e===ma(n)?e=nt:n.pop(),n.length&&n[0]===t[0]?br(n,mo(e,2)):[]}),Df=Jr(function(t){var e=ma(t),n=h(t,yi);return e=\"function\"==typeof e?e:nt,e&&n.pop(),n.length&&n[0]===t[0]?br(n,nt,e):[]}),Rf=Jr(ba),Lf=fo(function(t,e){var n=null==t?0:t.length,r=Zn(t,e);return $r(t,h(e,function(t){return Ao(t,n)?+t:t}).sort(Si)),r}),Uf=Jr(function(t){return fi(sr(t,1,zu,!0))}),Ff=Jr(function(t){var e=ma(t);return zu(e)&&(e=nt),fi(sr(t,1,zu,!0),mo(e,2))}),jf=Jr(function(t){var e=ma(t);return e=\"function\"==typeof e?e:nt,fi(sr(t,1,zu,!0),nt,e)}),Bf=Jr(function(t,e){return zu(t)?ir(t,e):[]}),Vf=Jr(function(t){return gi(l(t,zu))}),Wf=Jr(function(t){var e=ma(t);return zu(e)&&(e=nt),gi(l(t,zu),mo(e,2))}),zf=Jr(function(t){var e=ma(t);return e=\"function\"==typeof e?e:nt,gi(l(t,zu),nt,e)}),Hf=Jr(Wa),qf=Jr(function(t){var e=t.length,n=e>1?t[e-1]:nt;return n=\"function\"==typeof n?(t.pop(),n):nt,za(t,n)}),Yf=fo(function(t){var e=t.length,n=e?t[0]:0,r=this.__wrapped__,o=function(e){return Zn(e,t)};return!(e>1||this.__actions__.length)&&r instanceof y&&Ao(n)?(r=r.slice(n,+n+(e?1:0)),r.__actions__.push({func:Ga,args:[o],thisArg:nt}),new i(r,this.__chain__).thru(function(t){return e&&!t.length&&t.push(nt),t})):this.thru(o)}),Kf=Li(function(t,e,n){pl.call(t,n)?++t[n]:Qn(t,n,1)}),Gf=qi(ua),$f=qi(ca),Xf=Li(function(t,e,n){pl.call(t,n)?t[n].push(e):Qn(t,n,[e])}),Qf=Jr(function(t,e,n){var r=-1,i=\"function\"==typeof e,a=Wu(t)?Zs(t.length):[];return ff(t,function(t){a[++r]=i?o(e,t,n):wr(t,e,n)}),a}),Zf=Li(function(t,e,n){Qn(t,n,e)}),Jf=Li(function(t,e,n){t[n?0:1].push(e)},function(){return[[],[]]}),tp=Jr(function(t,e){if(null==t)return[];var n=e.length;return n>1&&Po(t,e[0],e[1])?e=[]:n>2&&Po(e[0],e[1],e[2])&&(e=[e[0]]),Hr(t,sr(e,1),[])}),ep=Ol||function(){return An.Date.now()},np=Jr(function(t,e,n){var r=dt;if(n.length){var i=Y(n,go(np));r|=_t}return io(t,r,e,n,i)}),rp=Jr(function(t,e,n){var r=dt|vt;if(n.length){var i=Y(n,go(rp));r|=_t}return io(e,r,t,n,i)}),ip=Jr(function(t,e){return rr(t,1,e)}),op=Jr(function(t,e,n){return rr(t,bc(e)||0,n)});Tu.Cache=an;var ap=mf(function(t,e){e=1==e.length&&hp(e[0])?h(e[0],I(mo())):h(sr(e,1),I(mo()));var n=e.length;return Jr(function(r){for(var i=-1,a=Wl(r.length,n);++i<a;)r[i]=e[i].call(this,r[i]);return o(t,this,r)})}),up=Jr(function(t,e){var n=Y(e,go(up));return io(t,_t,nt,e,n)}),cp=Jr(function(t,e){var n=Y(e,go(cp));return io(t,bt,nt,e,n)}),sp=fo(function(t,e){return io(t,wt,nt,nt,nt,e)}),lp=to(gr),fp=to(function(t,e){return t>=e}),pp=Cr(function(){return arguments}())?Cr:function(t){return ec(t)&&pl.call(t,\"callee\")&&!El.call(t,\"callee\")},hp=Zs.isArray,dp=Ln?I(Ln):kr,vp=Ul||Us,gp=Un?I(Un):Er,mp=Fn?I(Fn):Sr,yp=jn?I(jn):Pr,_p=Bn?I(Bn):Or,bp=Vn?I(Vn):Ir,xp=to(Ur),wp=to(function(t,e){return t<=e}),Cp=Ui(function(t,e){if(Lo(e)||Wu(e))return void Ii(e,Lc(e),t);for(var n in e)pl.call(e,n)&&Wn(t,n,e[n])}),kp=Ui(function(t,e){Ii(e,Uc(e),t)}),Ep=Ui(function(t,e,n,r){Ii(e,Uc(e),t,r)}),Mp=Ui(function(t,e,n,r){Ii(e,Lc(e),t,r)}),Tp=fo(Zn),Sp=Jr(function(t,e){t=rl(t);var n=-1,r=e.length,i=r>2?e[2]:nt;for(i&&Po(e[0],e[1],i)&&(r=1);++n<r;)for(var o=e[n],a=Uc(o),u=-1,c=a.length;++u<c;){var s=a[u],l=t[s];(l===nt||Vu(l,sl[s])&&!pl.call(t,s))&&(t[s]=o[s])}return t}),Np=Jr(function(t){return t.push(nt,ao),o(Dp,nt,t)}),Ap=Gi(function(t,e,n){null!=e&&\"function\"!=typeof e.toString&&(e=vl.call(e)),t[e]=n},ks(Ms)),Pp=Gi(function(t,e,n){null!=e&&\"function\"!=typeof e.toString&&(e=vl.call(e)),pl.call(t,e)?t[e].push(n):t[e]=[n]},mo),Op=Jr(wr),Ip=Ui(function(t,e,n){Vr(t,e,n)}),Dp=Ui(function(t,e,n,r){Vr(t,e,n,r)}),Rp=fo(function(t,e){var n={};if(null==t)return n;var r=!1;e=h(e,function(e){return e=bi(e,t),r||(r=e.length>1),e}),Ii(t,ho(t),n),r&&(n=tr(n,st|lt|ft,uo));for(var i=e.length;i--;)pi(n,e[i]);return n}),Lp=fo(function(t,e){return null==t?{}:qr(t,e)}),Up=ro(Lc),Fp=ro(Uc),jp=Wi(function(t,e,n){return e=e.toLowerCase(),t+(n?ts(e):e)}),Bp=Wi(function(t,e,n){return t+(n?\"-\":\"\")+e.toLowerCase()}),Vp=Wi(function(t,e,n){return t+(n?\" \":\"\")+e.toLowerCase()}),Wp=Vi(\"toLowerCase\"),zp=Wi(function(t,e,n){return t+(n?\"_\":\"\")+e.toLowerCase()}),Hp=Wi(function(t,e,n){return t+(n?\" \":\"\")+Yp(e)}),qp=Wi(function(t,e,n){return t+(n?\" \":\"\")+e.toUpperCase()}),Yp=Vi(\"toUpperCase\"),Kp=Jr(function(t,e){try{return o(t,nt,e)}catch(t){return $u(t)?t:new tl(t)}}),Gp=fo(function(t,e){return u(e,function(e){e=$o(e),Qn(t,e,np(t[e],t))}),t}),$p=Yi(),Xp=Yi(!0),Qp=Jr(function(t,e){return function(n){return wr(n,t,e)}}),Zp=Jr(function(t,e){return function(n){return wr(t,n,e)}}),Jp=Xi(h),th=Xi(s),eh=Xi(m),nh=Ji(),rh=Ji(!0),ih=$i(function(t,e){return t+e},0),oh=no(\"ceil\"),ah=$i(function(t,e){return t/e},1),uh=no(\"floor\"),ch=$i(function(t,e){return t*e},1),sh=no(\"round\"),lh=$i(function(t,e){return t-e},0);return n.after=bu,n.ary=xu,n.assign=Cp,n.assignIn=kp,n.assignInWith=Ep,n.assignWith=Mp,n.at=Tp,n.before=wu,n.bind=np,n.bindAll=Gp,n.bindKey=rp,n.castArray=Ru,n.chain=Ya,n.chunk=Jo,n.compact=ta,n.concat=ea,n.cond=ws,n.conforms=Cs,n.constant=ks,n.countBy=Kf,n.create=kc,n.curry=Cu,n.curryRight=ku,n.debounce=Eu,n.defaults=Sp,n.defaultsDeep=Np,n.defer=ip,n.delay=op,n.difference=Nf,n.differenceBy=Af,n.differenceWith=Pf,n.drop=na,n.dropRight=ra,n.dropRightWhile=ia,n.dropWhile=oa,n.fill=aa,n.filter=ru,n.flatMap=iu,n.flatMapDeep=ou,n.flatMapDepth=au,n.flatten=sa,n.flattenDeep=la,n.flattenDepth=fa,n.flip=Mu,n.flow=$p,n.flowRight=Xp,n.fromPairs=pa,n.functions=Pc,n.functionsIn=Oc,n.groupBy=Xf,n.initial=va,n.intersection=Of,n.intersectionBy=If,n.intersectionWith=Df,n.invert=Ap,n.invertBy=Pp,n.invokeMap=Qf,n.iteratee=Ts,n.keyBy=Zf,n.keys=Lc,n.keysIn=Uc,n.map=lu,n.mapKeys=Fc,n.mapValues=jc,n.matches=Ss,n.matchesProperty=Ns,n.memoize=Tu,n.merge=Ip,n.mergeWith=Dp,n.method=Qp,n.methodOf=Zp,n.mixin=As,n.negate=Su,n.nthArg=Is,n.omit=Rp,n.omitBy=Bc,n.once=Nu,n.orderBy=fu,n.over=Jp,n.overArgs=ap,n.overEvery=th,n.overSome=eh,n.partial=up,n.partialRight=cp,n.partition=Jf,n.pick=Lp,n.pickBy=Vc,n.property=Ds,n.propertyOf=Rs,n.pull=Rf,n.pullAll=ba,n.pullAllBy=xa,n.pullAllWith=wa,n.pullAt=Lf,n.range=nh,n.rangeRight=rh,n.rearg=sp,n.reject=du,n.remove=Ca,n.rest=Au,n.reverse=ka,n.sampleSize=gu,n.set=zc,n.setWith=Hc,n.shuffle=mu,n.slice=Ea,n.sortBy=tp,n.sortedUniq=Oa,n.sortedUniqBy=Ia,n.split=fs,n.spread=Pu,n.tail=Da,n.take=Ra,n.takeRight=La,n.takeRightWhile=Ua,n.takeWhile=Fa,n.tap=Ka,n.throttle=Ou,n.thru=Ga,n.toArray=gc,n.toPairs=Up,n.toPairsIn=Fp,n.toPath=Ws,n.toPlainObject=xc,n.transform=qc,n.unary=Iu,n.union=Uf,n.unionBy=Ff,n.unionWith=jf,n.uniq=ja,n.uniqBy=Ba,n.uniqWith=Va,n.unset=Yc,n.unzip=Wa,n.unzipWith=za,n.update=Kc,n.updateWith=Gc,n.values=$c,n.valuesIn=Xc,n.without=Bf,n.words=xs,n.wrap=Du,n.xor=Vf,n.xorBy=Wf,n.xorWith=zf,n.zip=Hf,n.zipObject=Ha,n.zipObjectDeep=qa,n.zipWith=qf,n.entries=Up,n.entriesIn=Fp,n.extend=kp,n.extendWith=Ep,As(n,n),n.add=ih,n.attempt=Kp,n.camelCase=jp,n.capitalize=ts,n.ceil=oh,n.clamp=Qc,n.clone=Lu,n.cloneDeep=Fu,n.cloneDeepWith=ju,n.cloneWith=Uu,n.conformsTo=Bu,n.deburr=es,n.defaultTo=Es,n.divide=ah,n.endsWith=ns,n.eq=Vu,n.escape=rs,n.escapeRegExp=is,n.every=nu,n.find=Gf,n.findIndex=ua,n.findKey=Ec,n.findLast=$f,n.findLastIndex=ca,n.findLastKey=Mc,n.floor=uh,n.forEach=uu,n.forEachRight=cu,n.forIn=Tc,n.forInRight=Sc,n.forOwn=Nc,n.forOwnRight=Ac,n.get=Ic,n.gt=lp,n.gte=fp,n.has=Dc,n.hasIn=Rc,n.head=ha,n.identity=Ms,n.includes=su,n.indexOf=da,n.inRange=Zc,n.invoke=Op,n.isArguments=pp,n.isArray=hp,n.isArrayBuffer=dp,n.isArrayLike=Wu,n.isArrayLikeObject=zu,n.isBoolean=Hu,n.isBuffer=vp,n.isDate=gp,n.isElement=qu,n.isEmpty=Yu,n.isEqual=Ku,n.isEqualWith=Gu,n.isError=$u,n.isFinite=Xu,n.isFunction=Qu,n.isInteger=Zu,n.isLength=Ju,n.isMap=mp,n.isMatch=nc,n.isMatchWith=rc,n.isNaN=ic,n.isNative=oc,n.isNil=uc,n.isNull=ac,n.isNumber=cc,n.isObject=tc,n.isObjectLike=ec,n.isPlainObject=sc,n.isRegExp=yp,n.isSafeInteger=lc,n.isSet=_p,n.isString=fc,n.isSymbol=pc,n.isTypedArray=bp,n.isUndefined=hc,n.isWeakMap=dc,n.isWeakSet=vc,n.join=ga,n.kebabCase=Bp,n.last=ma,n.lastIndexOf=ya,n.lowerCase=Vp,n.lowerFirst=Wp,n.lt=xp,n.lte=wp,n.max=Hs,n.maxBy=qs,n.mean=Ys,n.meanBy=Ks,n.min=Gs,n.minBy=$s,n.stubArray=Ls,n.stubFalse=Us,n.stubObject=Fs,n.stubString=js,n.stubTrue=Bs,n.multiply=ch,n.nth=_a,n.noConflict=Ps,n.noop=Os,n.now=ep,n.pad=os,n.padEnd=as,n.padStart=us,n.parseInt=cs,n.random=Jc,n.reduce=pu,n.reduceRight=hu,n.repeat=ss,n.replace=ls,n.result=Wc,n.round=sh,n.runInContext=t,n.sample=vu,n.size=yu,n.snakeCase=zp,n.some=_u,n.sortedIndex=Ma,n.sortedIndexBy=Ta,n.sortedIndexOf=Sa,n.sortedLastIndex=Na,n.sortedLastIndexBy=Aa,n.sortedLastIndexOf=Pa,n.startCase=Hp,n.startsWith=ps,n.subtract=lh,n.sum=Xs,n.sumBy=Qs,n.template=hs,n.times=Vs,n.toFinite=mc,n.toInteger=yc,n.toLength=_c,n.toLower=ds,n.toNumber=bc,n.toSafeInteger=wc,n.toString=Cc,n.toUpper=vs,n.trim=gs,n.trimEnd=ms,n.trimStart=ys,n.truncate=_s,n.unescape=bs,n.uniqueId=zs,n.upperCase=qp,n.upperFirst=Yp,n.each=uu,n.eachRight=cu,n.first=ha,As(n,function(){var t={};return lr(n,function(e,r){pl.call(n.prototype,r)||(t[r]=e)}),t}(),{chain:!1}),n.VERSION=\"4.17.11\",u([\"bind\",\"bindKey\",\"curry\",\"curryRight\",\"partial\",\"partialRight\"],function(t){n[t].placeholder=n}),u([\"drop\",\"take\"],function(t,e){y.prototype[t]=function(n){n=n===nt?1:Vl(yc(n),0);var r=this.__filtered__&&!e?new y(this):this.clone();return r.__filtered__?r.__takeCount__=Wl(n,r.__takeCount__):r.__views__.push({size:Wl(n,Dt),type:t+(r.__dir__<0?\"Right\":\"\")}),r},y.prototype[t+\"Right\"]=function(e){return this.reverse()[t](e).reverse()}}),u([\"filter\",\"map\",\"takeWhile\"],function(t,e){var n=e+1,r=n==St||3==n;y.prototype[t]=function(t){var e=this.clone();return e.__iteratees__.push({iteratee:mo(t,3),type:n}),e.__filtered__=e.__filtered__||r,e}}),u([\"head\",\"last\"],function(t,e){var n=\"take\"+(e?\"Right\":\"\");y.prototype[t]=function(){return this[n](1).value()[0]}}),u([\"initial\",\"tail\"],function(t,e){var n=\"drop\"+(e?\"\":\"Right\");y.prototype[t]=function(){return this.__filtered__?new y(this):this[n](1)}}),y.prototype.compact=function(){return this.filter(Ms)},y.prototype.find=function(t){return this.filter(t).head()},y.prototype.findLast=function(t){return this.reverse().find(t)},y.prototype.invokeMap=Jr(function(t,e){return\"function\"==typeof t?new y(this):this.map(function(n){return wr(n,t,e)})}),y.prototype.reject=function(t){return this.filter(Su(mo(t)))},y.prototype.slice=function(t,e){t=yc(t);var n=this;return n.__filtered__&&(t>0||e<0)?new y(n):(t<0?n=n.takeRight(-t):t&&(n=n.drop(t)),e!==nt&&(e=yc(e),n=e<0?n.dropRight(-e):n.take(e-t)),n)},y.prototype.takeRightWhile=function(t){return this.reverse().takeWhile(t).reverse()},y.prototype.toArray=function(){return this.take(Dt)},lr(y.prototype,function(t,e){var r=/^(?:filter|find|map|reject)|While$/.test(e),o=/^(?:head|last)$/.test(e),a=n[o?\"take\"+(\"last\"==e?\"Right\":\"\"):e],u=o||/^find/.test(e);a&&(n.prototype[e]=function(){var e=this.__wrapped__,c=o?[1]:arguments,s=e instanceof y,l=c[0],f=s||hp(e),p=function(t){var e=a.apply(n,d([t],c));return o&&h?e[0]:e};f&&r&&\"function\"==typeof l&&1!=l.length&&(s=f=!1);var h=this.__chain__,v=!!this.__actions__.length,g=u&&!h,m=s&&!v;if(!u&&f){e=m?e:new y(this);var _=t.apply(e,c);return _.__actions__.push({func:Ga,args:[p],thisArg:nt}),new i(_,h)}return g&&m?t.apply(this,c):(_=this.thru(p),g?o?_.value()[0]:_.value():_)})}),u([\"pop\",\"push\",\"shift\",\"sort\",\"splice\",\"unshift\"],function(t){var e=ul[t],r=/^(?:push|sort|unshift)$/.test(t)?\"tap\":\"thru\",i=/^(?:pop|shift)$/.test(t);n.prototype[t]=function(){var t=arguments;if(i&&!this.__chain__){var n=this.value();return e.apply(hp(n)?n:[],t)}return this[r](function(n){return e.apply(hp(n)?n:[],t)})}}),lr(y.prototype,function(t,e){var r=n[e];if(r){var i=r.name+\"\";(tf[i]||(tf[i]=[])).push({name:e,func:r})}}),tf[Ki(nt,vt).name]=[{name:\"wrapper\",func:nt}],y.prototype.clone=T,y.prototype.reverse=$,y.prototype.value=J,n.prototype.at=Yf,n.prototype.chain=$a,n.prototype.commit=Xa,n.prototype.next=Qa,n.prototype.plant=Ja,n.prototype.reverse=tu,n.prototype.toJSON=n.prototype.valueOf=n.prototype.value=eu,n.prototype.first=n.prototype.head,Sl&&(n.prototype[Sl]=Za),n}();An._=Yn,(i=function(){return Yn}.call(e,n,e,r))!==nt&&(r.exports=i)}).call(this)}).call(e,n(98),n(99)(t))},function(t,e,n){\"use strict\";var r={remove:function(t){t._reactInternalInstance=void 0},get:function(t){return t._reactInternalInstance},has:function(t){return void 0!==t._reactInternalInstance},set:function(t,e){t._reactInternalInstance=e}};t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=arguments.length-1,n=\"Minified React error #\"+t+\"; visit http://facebook.github.io/react/docs/error-decoder.html?invariant=\"+t,r=0;r<e;r++)n+=\"&args[]=\"+encodeURIComponent(arguments[r+1]);n+=\" for the full message or use the non-minified dev environment for full errors and additional helpful warnings.\";var i=new Error(n);throw i.name=\"Invariant Violation\",i.framesToPop=1,i}t.exports=r},function(t,e,n){\"use strict\";t.exports=n(26)},function(t,e,n){\"use strict\";var r=n(63);e.a=function(t){return t=n.i(r.a)(Math.abs(t)),t?t[1]:NaN}},function(t,e,n){\"use strict\";e.a=function(t,e){return t=+t,e-=t,function(n){return t+e*n}}},function(t,e,n){\"use strict\";function r(t,e){return(e-=t=+t)?function(n){return(n-t)/e}:n.i(h.a)(e)}function i(t){return function(e,n){var r=t(e=+e,n=+n);return function(t){return t<=e?0:t>=n?1:r(t)}}}function o(t){return function(e,n){var r=t(e=+e,n=+n);return function(t){return t<=0?e:t>=1?n:r(t)}}}function a(t,e,n,r){var i=t[0],o=t[1],a=e[0],u=e[1];return o<i?(i=n(o,i),a=r(u,a)):(i=n(i,o),a=r(a,u)),function(t){return a(i(t))}}function u(t,e,r,i){var o=Math.min(t.length,e.length)-1,a=new Array(o),u=new Array(o),c=-1;for(t[o]<t[0]&&(t=t.slice().reverse(),e=e.slice().reverse());++c<o;)a[c]=r(t[c],t[c+1]),u[c]=i(e[c],e[c+1]);return function(e){var r=n.i(l.bisect)(t,e,1,o)-1;return u[r](a[r](e))}}function c(t,e){return e.domain(t.domain()).range(t.range()).interpolate(t.interpolate()).clamp(t.clamp())}function s(t,e){function n(){return s=Math.min(g.length,m.length)>2?u:a,l=h=null,c}function c(e){return(l||(l=s(g,m,_?i(t):t,y)))(+e)}var s,l,h,g=v,m=v,y=f.b,_=!1;return c.invert=function(t){return(h||(h=s(m,g,r,_?o(e):e)))(+t)},c.domain=function(t){return arguments.length?(g=p.a.call(t,d.a),n()):g.slice()},c.range=function(t){return arguments.length?(m=p.b.call(t),n()):m.slice()},c.rangeRound=function(t){return m=p.b.call(t),y=f.c,n()},c.clamp=function(t){return arguments.length?(_=!!t,n()):_},c.interpolate=function(t){return arguments.length?(y=t,n()):y},n()}e.b=r,e.c=c,e.a=s;var l=n(7),f=n(30),p=n(16),h=n(67),d=n(126),v=[0,1]},function(t,e,n){\"use strict\";function r(t){return function(){var e=this.ownerDocument,n=this.namespaceURI;return n===a.b&&e.documentElement.namespaceURI===a.b?e.createElement(t):e.createElementNS(n,t)}}function i(t){return function(){return this.ownerDocument.createElementNS(t.space,t.local)}}var o=n(68),a=n(69);e.a=function(t){var e=n.i(o.a)(t);return(e.local?i:r)(e)}},function(t,e,n){\"use strict\";e.a=function(t,e){var n=t.ownerSVGElement||t;if(n.createSVGPoint){var r=n.createSVGPoint();return r.x=e.clientX,r.y=e.clientY,r=r.matrixTransform(t.getScreenCTM().inverse()),[r.x,r.y]}var i=t.getBoundingClientRect();return[e.clientX-i.left-t.clientLeft,e.clientY-i.top-t.clientTop]}},function(t,e,n){\"use strict\";function r(t,e,n){t._context.bezierCurveTo((2*t._x0+t._x1)/3,(2*t._y0+t._y1)/3,(t._x0+2*t._x1)/3,(t._y0+2*t._y1)/3,(t._x0+4*t._x1+e)/6,(t._y0+4*t._y1+n)/6)}function i(t){this._context=t}e.c=r,e.b=i,i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){switch(this._point){case 3:r(this,this._x1,this._y1);case 2:this._context.lineTo(this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,this._context.lineTo((5*this._x0+this._x1)/6,(5*this._y0+this._y1)/6);default:r(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new i(t)}},function(t,e,n){\"use strict\";function r(t,e,n){t._context.bezierCurveTo(t._x1+t._k*(t._x2-t._x0),t._y1+t._k*(t._y2-t._y0),t._x2+t._k*(t._x1-e),t._y2+t._k*(t._y1-n),t._x2,t._y2)}function i(t,e){this._context=t,this._k=(1-e)/6}e.c=r,e.b=i,i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:r(this,this._x1,this._y1)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2,this._x1=t,this._y1=e;break;case 2:this._point=3;default:r(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new i(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t){this._context=t}r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._point=0},lineEnd:function(){(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:this._context.lineTo(t,e)}}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";e.a=function(){}},function(t,e,n){\"use strict\";var r={};t.exports=r},function(t,e,n){\"use strict\";function r(t){return\"topMouseUp\"===t||\"topTouchEnd\"===t||\"topTouchCancel\"===t}function i(t){return\"topMouseMove\"===t||\"topTouchMove\"===t}function o(t){return\"topMouseDown\"===t||\"topTouchStart\"===t}function a(t,e,n,r){var i=t.type||\"unknown-event\";t.currentTarget=m.getNodeFromInstance(r),e?v.invokeGuardedCallbackWithCatch(i,n,t):v.invokeGuardedCallback(i,n,t),t.currentTarget=null}function u(t,e){var n=t._dispatchListeners,r=t._dispatchInstances;if(Array.isArray(n))for(var i=0;i<n.length&&!t.isPropagationStopped();i++)a(t,e,n[i],r[i]);else n&&a(t,e,n,r);t._dispatchListeners=null,t._dispatchInstances=null}function c(t){var e=t._dispatchListeners,n=t._dispatchInstances;if(Array.isArray(e)){for(var r=0;r<e.length&&!t.isPropagationStopped();r++)if(e[r](t,n[r]))return n[r]}else if(e&&e(t,n))return n;return null}function s(t){var e=c(t);return t._dispatchInstances=null,t._dispatchListeners=null,e}function l(t){var e=t._dispatchListeners,n=t._dispatchInstances;Array.isArray(e)&&d(\"103\"),t.currentTarget=e?m.getNodeFromInstance(n):null;var r=e?e(t):null;return t.currentTarget=null,t._dispatchListeners=null,t._dispatchInstances=null,r}function f(t){return!!t._dispatchListeners}var p,h,d=n(1),v=n(88),g=(n(0),n(2),{injectComponentTree:function(t){p=t},injectTreeTraversal:function(t){h=t}}),m={isEndish:r,isMoveish:i,isStartish:o,executeDirectDispatch:l,executeDispatchesInOrder:u,executeDispatchesInOrderStopAtTrue:s,hasDispatches:f,getInstanceFromNode:function(t){return p.getInstanceFromNode(t)},getNodeFromInstance:function(t){return p.getNodeFromInstance(t)},isAncestor:function(t,e){return h.isAncestor(t,e)},getLowestCommonAncestor:function(t,e){return h.getLowestCommonAncestor(t,e)},getParentInstance:function(t){return h.getParentInstance(t)},traverseTwoPhase:function(t,e,n){return h.traverseTwoPhase(t,e,n)},traverseEnterLeave:function(t,e,n,r,i){return h.traverseEnterLeave(t,e,n,r,i)},injection:g};t.exports=m},function(t,e,n){\"use strict\";function r(t){return Object.prototype.hasOwnProperty.call(t,v)||(t[v]=h++,f[t[v]]={}),f[t[v]]}var i,o=n(3),a=n(84),u=n(374),c=n(90),s=n(406),l=n(95),f={},p=!1,h=0,d={topAbort:\"abort\",topAnimationEnd:s(\"animationend\")||\"animationend\",topAnimationIteration:s(\"animationiteration\")||\"animationiteration\",topAnimationStart:s(\"animationstart\")||\"animationstart\",topBlur:\"blur\",topCanPlay:\"canplay\",topCanPlayThrough:\"canplaythrough\",topChange:\"change\",topClick:\"click\",topCompositionEnd:\"compositionend\",topCompositionStart:\"compositionstart\",topCompositionUpdate:\"compositionupdate\",topContextMenu:\"contextmenu\",topCopy:\"copy\",topCut:\"cut\",topDoubleClick:\"dblclick\",topDrag:\"drag\",topDragEnd:\"dragend\",topDragEnter:\"dragenter\",topDragExit:\"dragexit\",topDragLeave:\"dragleave\",topDragOver:\"dragover\",topDragStart:\"dragstart\",topDrop:\"drop\",topDurationChange:\"durationchange\",topEmptied:\"emptied\",topEncrypted:\"encrypted\",topEnded:\"ended\",topError:\"error\",topFocus:\"focus\",topInput:\"input\",topKeyDown:\"keydown\",topKeyPress:\"keypress\",topKeyUp:\"keyup\",topLoadedData:\"loadeddata\",topLoadedMetadata:\"loadedmetadata\",topLoadStart:\"loadstart\",topMouseDown:\"mousedown\",topMouseMove:\"mousemove\",topMouseOut:\"mouseout\",topMouseOver:\"mouseover\",topMouseUp:\"mouseup\",topPaste:\"paste\",topPause:\"pause\",topPlay:\"play\",topPlaying:\"playing\",topProgress:\"progress\",topRateChange:\"ratechange\",topScroll:\"scroll\",topSeeked:\"seeked\",topSeeking:\"seeking\",topSelectionChange:\"selectionchange\",topStalled:\"stalled\",topSuspend:\"suspend\",topTextInput:\"textInput\",topTimeUpdate:\"timeupdate\",topTouchCancel:\"touchcancel\",topTouchEnd:\"touchend\",topTouchMove:\"touchmove\",topTouchStart:\"touchstart\",topTransitionEnd:s(\"transitionend\")||\"transitionend\",topVolumeChange:\"volumechange\",topWaiting:\"waiting\",topWheel:\"wheel\"},v=\"_reactListenersID\"+String(Math.random()).slice(2),g=o({},u,{ReactEventListener:null,injection:{injectReactEventListener:function(t){t.setHandleTopLevel(g.handleTopLevel),g.ReactEventListener=t}},setEnabled:function(t){g.ReactEventListener&&g.ReactEventListener.setEnabled(t)},isEnabled:function(){return!(!g.ReactEventListener||!g.ReactEventListener.isEnabled())},listenTo:function(t,e){for(var n=e,i=r(n),o=a.registrationNameDependencies[t],u=0;u<o.length;u++){var c=o[u];i.hasOwnProperty(c)&&i[c]||(\"topWheel\"===c?l(\"wheel\")?g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"wheel\",n):l(\"mousewheel\")?g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"mousewheel\",n):g.ReactEventListener.trapBubbledEvent(\"topWheel\",\"DOMMouseScroll\",n):\"topScroll\"===c?l(\"scroll\",!0)?g.ReactEventListener.trapCapturedEvent(\"topScroll\",\"scroll\",n):g.ReactEventListener.trapBubbledEvent(\"topScroll\",\"scroll\",g.ReactEventListener.WINDOW_HANDLE):\"topFocus\"===c||\"topBlur\"===c?(l(\"focus\",!0)?(g.ReactEventListener.trapCapturedEvent(\"topFocus\",\"focus\",n),g.ReactEventListener.trapCapturedEvent(\"topBlur\",\"blur\",n)):l(\"focusin\")&&(g.ReactEventListener.trapBubbledEvent(\"topFocus\",\"focusin\",n),g.ReactEventListener.trapBubbledEvent(\"topBlur\",\"focusout\",n)),i.topBlur=!0,i.topFocus=!0):d.hasOwnProperty(c)&&g.ReactEventListener.trapBubbledEvent(c,d[c],n),i[c]=!0)}},trapBubbledEvent:function(t,e,n){return g.ReactEventListener.trapBubbledEvent(t,e,n)},trapCapturedEvent:function(t,e,n){return g.ReactEventListener.trapCapturedEvent(t,e,n)},supportsEventPageXY:function(){if(!document.createEvent)return!1;var t=document.createEvent(\"MouseEvent\");return null!=t&&\"pageX\"in t},ensureScrollValueMonitoring:function(){if(void 0===i&&(i=g.supportsEventPageXY()),!i&&!p){var t=c.refreshScrollValues;g.ReactEventListener.monitorScrollValue(t),p=!0}}});t.exports=g},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(90),a=n(93),u={screenX:null,screenY:null,clientX:null,clientY:null,ctrlKey:null,shiftKey:null,altKey:null,metaKey:null,getModifierState:a,button:function(t){var e=t.button;return\"which\"in t?e:2===e?2:4===e?1:0},buttons:null,relatedTarget:function(t){return t.relatedTarget||(t.fromElement===t.srcElement?t.toElement:t.fromElement)},pageX:function(t){return\"pageX\"in t?t.pageX:t.clientX+o.currentScrollLeft},pageY:function(t){return\"pageY\"in t?t.pageY:t.clientY+o.currentScrollTop}};i.augmentClass(r,u),t.exports=r},function(t,e,n){\"use strict\";var r=n(1),i=(n(0),{}),o={reinitializeTransaction:function(){this.transactionWrappers=this.getTransactionWrappers(),this.wrapperInitData?this.wrapperInitData.length=0:this.wrapperInitData=[],this._isInTransaction=!1},_isInTransaction:!1,getTransactionWrappers:null,isInTransaction:function(){return!!this._isInTransaction},perform:function(t,e,n,i,o,a,u,c){this.isInTransaction()&&r(\"27\");var s,l;try{this._isInTransaction=!0,s=!0,this.initializeAll(0),l=t.call(e,n,i,o,a,u,c),s=!1}finally{try{if(s)try{this.closeAll(0)}catch(t){}else this.closeAll(0)}finally{this._isInTransaction=!1}}return l},initializeAll:function(t){for(var e=this.transactionWrappers,n=t;n<e.length;n++){var r=e[n];try{this.wrapperInitData[n]=i,this.wrapperInitData[n]=r.initialize?r.initialize.call(this):null}finally{if(this.wrapperInitData[n]===i)try{this.initializeAll(n+1)}catch(t){}}}},closeAll:function(t){this.isInTransaction()||r(\"28\");for(var e=this.transactionWrappers,n=t;n<e.length;n++){var o,a=e[n],u=this.wrapperInitData[n];try{o=!0,u!==i&&a.close&&a.close.call(this,u),o=!1}finally{if(o)try{this.closeAll(n+1)}catch(t){}}}this.wrapperInitData.length=0}};t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=\"\"+t,n=o.exec(e);if(!n)return e;var r,i=\"\",a=0,u=0;for(a=n.index;a<e.length;a++){switch(e.charCodeAt(a)){case 34:r=\"&quot;\";break;case 38:r=\"&amp;\";break;case 39:r=\"&#x27;\";break;case 60:r=\"&lt;\";break;case 62:r=\"&gt;\";break;default:continue}u!==a&&(i+=e.substring(u,a)),u=a+1,i+=r}return u!==a?i+e.substring(u,a):i}function i(t){return\"boolean\"==typeof t||\"number\"==typeof t?\"\"+t:r(t)}var o=/[\"'&<>]/;t.exports=i},function(t,e,n){\"use strict\";var r,i=n(6),o=n(83),a=/^[ \\r\\n\\t\\f]/,u=/<(!--|link|noscript|meta|script|style)[ \\r\\n\\t\\f\\/>]/,c=n(91),s=c(function(t,e){if(t.namespaceURI!==o.svg||\"innerHTML\"in t)t.innerHTML=e;else{r=r||document.createElement(\"div\"),r.innerHTML=\"<svg>\"+e+\"</svg>\";for(var n=r.firstChild;n.firstChild;)t.appendChild(n.firstChild)}});if(i.canUseDOM){var l=document.createElement(\"div\");l.innerHTML=\" \",\"\"===l.innerHTML&&(s=function(t,e){if(t.parentNode&&t.parentNode.replaceChild(t,t),a.test(e)||\"<\"===e[0]&&u.test(e)){t.innerHTML=String.fromCharCode(65279)+e;var n=t.firstChild;1===n.data.length?t.removeChild(n):n.deleteData(0,1)}else t.innerHTML=e}),l=null}t.exports=s},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0}),e.default={colors:{RdBu:[\"rgb(255, 13, 87)\",\"rgb(30, 136, 229)\"],GnPR:[\"rgb(24, 196, 93)\",\"rgb(124, 82, 255)\"],CyPU:[\"#0099C6\",\"#990099\"],PkYg:[\"#DD4477\",\"#66AA00\"],DrDb:[\"#B82E2E\",\"#316395\"],LpLb:[\"#994499\",\"#22AA99\"],YlDp:[\"#AAAA11\",\"#6633CC\"],OrId:[\"#E67300\",\"#3E0099\"]},gray:\"#777\"}},function(t,e,n){\"use strict\";var r=n(28);e.a=function(t,e,n){if(null==n&&(n=r.a),i=t.length){if((e=+e)<=0||i<2)return+n(t[0],0,t);if(e>=1)return+n(t[i-1],i-1,t);var i,o=(i-1)*e,a=Math.floor(o),u=+n(t[a],a,t);return u+(+n(t[a+1],a+1,t)-u)*(o-a)}}},function(t,e,n){\"use strict\";function r(){}function i(t,e){var n=new r;if(t instanceof r)t.each(function(t,e){n.set(e,t)});else if(Array.isArray(t)){var i,o=-1,a=t.length;if(null==e)for(;++o<a;)n.set(o,t[o]);else for(;++o<a;)n.set(e(i=t[o],o,t),i)}else if(t)for(var u in t)n.set(u,t[u]);return n}n.d(e,\"b\",function(){return o});var o=\"$\";r.prototype=i.prototype={constructor:r,has:function(t){return o+t in this},get:function(t){return this[o+t]},set:function(t,e){return this[o+t]=e,this},remove:function(t){var e=o+t;return e in this&&delete this[e]},clear:function(){for(var t in this)t[0]===o&&delete this[t]},keys:function(){var t=[];for(var e in this)e[0]===o&&t.push(e.slice(1));return t},values:function(){var t=[];for(var e in this)e[0]===o&&t.push(this[e]);return t},entries:function(){var t=[];for(var e in this)e[0]===o&&t.push({key:e.slice(1),value:this[e]});return t},size:function(){var t=0;for(var e in this)e[0]===o&&++t;return t},empty:function(){for(var t in this)if(t[0]===o)return!1;return!0},each:function(t){for(var e in this)e[0]===o&&t(this[e],e.slice(1),this)}},e.a=i},function(t,e,n){\"use strict\";function r(){}function i(t){var e;return t=(t+\"\").trim().toLowerCase(),(e=x.exec(t))?(e=parseInt(e[1],16),new s(e>>8&15|e>>4&240,e>>4&15|240&e,(15&e)<<4|15&e,1)):(e=w.exec(t))?o(parseInt(e[1],16)):(e=C.exec(t))?new s(e[1],e[2],e[3],1):(e=k.exec(t))?new s(255*e[1]/100,255*e[2]/100,255*e[3]/100,1):(e=E.exec(t))?a(e[1],e[2],e[3],e[4]):(e=M.exec(t))?a(255*e[1]/100,255*e[2]/100,255*e[3]/100,e[4]):(e=T.exec(t))?l(e[1],e[2]/100,e[3]/100,1):(e=S.exec(t))?l(e[1],e[2]/100,e[3]/100,e[4]):N.hasOwnProperty(t)?o(N[t]):\"transparent\"===t?new s(NaN,NaN,NaN,0):null}function o(t){return new s(t>>16&255,t>>8&255,255&t,1)}function a(t,e,n,r){return r<=0&&(t=e=n=NaN),new s(t,e,n,r)}function u(t){return t instanceof r||(t=i(t)),t?(t=t.rgb(),new s(t.r,t.g,t.b,t.opacity)):new s}function c(t,e,n,r){return 1===arguments.length?u(t):new s(t,e,n,null==r?1:r)}function s(t,e,n,r){this.r=+t,this.g=+e,this.b=+n,this.opacity=+r}function l(t,e,n,r){return r<=0?t=e=n=NaN:n<=0||n>=1?t=e=NaN:e<=0&&(t=NaN),new h(t,e,n,r)}function f(t){if(t instanceof h)return new h(t.h,t.s,t.l,t.opacity);if(t instanceof r||(t=i(t)),!t)return new h;if(t instanceof h)return t;t=t.rgb();var e=t.r/255,n=t.g/255,o=t.b/255,a=Math.min(e,n,o),u=Math.max(e,n,o),c=NaN,s=u-a,l=(u+a)/2;return s?(c=e===u?(n-o)/s+6*(n<o):n===u?(o-e)/s+2:(e-n)/s+4,s/=l<.5?u+a:2-u-a,c*=60):s=l>0&&l<1?0:c,new h(c,s,l,t.opacity)}function p(t,e,n,r){return 1===arguments.length?f(t):new h(t,e,n,null==r?1:r)}function h(t,e,n,r){this.h=+t,this.s=+e,this.l=+n,this.opacity=+r}function d(t,e,n){return 255*(t<60?e+(n-e)*t/60:t<180?n:t<240?e+(n-e)*(240-t)/60:e)}e.f=r,n.d(e,\"h\",function(){return g}),n.d(e,\"g\",function(){return m}),e.a=i,e.e=u,e.b=c,e.d=s,e.c=p;var v=n(62),g=.7,m=1/g,y=\"\\\\s*([+-]?\\\\d+)\\\\s*\",_=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)\\\\s*\",b=\"\\\\s*([+-]?\\\\d*\\\\.?\\\\d+(?:[eE][+-]?\\\\d+)?)%\\\\s*\",x=/^#([0-9a-f]{3})$/,w=/^#([0-9a-f]{6})$/,C=new RegExp(\"^rgb\\\\(\"+[y,y,y]+\"\\\\)$\"),k=new RegExp(\"^rgb\\\\(\"+[b,b,b]+\"\\\\)$\"),E=new RegExp(\"^rgba\\\\(\"+[y,y,y,_]+\"\\\\)$\"),M=new RegExp(\"^rgba\\\\(\"+[b,b,b,_]+\"\\\\)$\"),T=new RegExp(\"^hsl\\\\(\"+[_,b,b]+\"\\\\)$\"),S=new RegExp(\"^hsla\\\\(\"+[_,b,b,_]+\"\\\\)$\"),N={aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074};n.i(v.a)(r,i,{displayable:function(){return this.rgb().displayable()},toString:function(){return this.rgb()+\"\"}}),n.i(v.a)(s,c,n.i(v.b)(r,{brighter:function(t){return t=null==t?m:Math.pow(m,t),new s(this.r*t,this.g*t,this.b*t,this.opacity)},darker:function(t){return t=null==t?g:Math.pow(g,t),new s(this.r*t,this.g*t,this.b*t,this.opacity)},rgb:function(){return this},displayable:function(){return 0<=this.r&&this.r<=255&&0<=this.g&&this.g<=255&&0<=this.b&&this.b<=255&&0<=this.opacity&&this.opacity<=1},toString:function(){var t=this.opacity;return t=isNaN(t)?1:Math.max(0,Math.min(1,t)),(1===t?\"rgb(\":\"rgba(\")+Math.max(0,Math.min(255,Math.round(this.r)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.g)||0))+\", \"+Math.max(0,Math.min(255,Math.round(this.b)||0))+(1===t?\")\":\", \"+t+\")\")}})),n.i(v.a)(h,p,n.i(v.b)(r,{brighter:function(t){return t=null==t?m:Math.pow(m,t),new h(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?g:Math.pow(g,t),new h(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=this.h%360+360*(this.h<0),e=isNaN(t)||isNaN(this.s)?0:this.s,n=this.l,r=n+(n<.5?n:1-n)*e,i=2*n-r;return new s(d(t>=240?t-240:t+120,i,r),d(t,i,r),d(t<120?t+240:t-120,i,r),this.opacity)},displayable:function(){return(0<=this.s&&this.s<=1||isNaN(this.s))&&0<=this.l&&this.l<=1&&0<=this.opacity&&this.opacity<=1}}))},function(t,e,n){\"use strict\";function r(t,e){var n=Object.create(t.prototype);for(var r in e)n[r]=e[r];return n}e.b=r,e.a=function(t,e,n){t.prototype=e.prototype=n,n.constructor=t}},function(t,e,n){\"use strict\";e.a=function(t,e){if((n=(t=e?t.toExponential(e-1):t.toExponential()).indexOf(\"e\"))<0)return null;var n,r=t.slice(0,n);return[r.length>1?r[0]+r.slice(2):r,+t.slice(n+1)]}},function(t,e,n){\"use strict\";function r(t,e,n,r,i){var o=t*t,a=o*t;return((1-3*t+3*o-a)*e+(4-6*o+3*a)*n+(1+3*t+3*o-3*a)*r+a*i)/6}e.b=r,e.a=function(t){var e=t.length-1;return function(n){var i=n<=0?n=0:n>=1?(n=1,e-1):Math.floor(n*e),o=t[i],a=t[i+1],u=i>0?t[i-1]:2*o-a,c=i<e-1?t[i+2]:2*a-o;return r((n-i/e)*e,u,o,a,c)}}},function(t,e,n){\"use strict\";var r=n(10),i=n(123),o=n(118),a=n(121),u=n(43),c=n(122),s=n(124),l=n(120);e.a=function(t,e){var f,p=typeof e;return null==e||\"boolean\"===p?n.i(l.a)(e):(\"number\"===p?u.a:\"string\"===p?(f=n.i(r.color)(e))?(e=f,i.a):s.a:e instanceof r.color?i.a:e instanceof Date?a.a:Array.isArray(e)?o.a:\"function\"!=typeof e.valueOf&&\"function\"!=typeof e.toString||isNaN(e)?c.a:u.a)(t,e)}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(239);n.d(e,\"scaleBand\",function(){return r.a}),n.d(e,\"scalePoint\",function(){return r.b});var i=n(245);n.d(e,\"scaleIdentity\",function(){return i.a});var o=n(34);n.d(e,\"scaleLinear\",function(){return o.a});var a=n(246);n.d(e,\"scaleLog\",function(){return a.a});var u=n(127);n.d(e,\"scaleOrdinal\",function(){return u.a}),n.d(e,\"scaleImplicit\",function(){return u.b});var c=n(247);n.d(e,\"scalePow\",function(){return c.a}),n.d(e,\"scaleSqrt\",function(){return c.b});var s=n(248);n.d(e,\"scaleQuantile\",function(){return s.a});var l=n(249);n.d(e,\"scaleQuantize\",function(){return l.a});var f=n(252);n.d(e,\"scaleThreshold\",function(){return f.a});var p=n(128);n.d(e,\"scaleTime\",function(){return p.a});var h=n(254);n.d(e,\"scaleUtc\",function(){return h.a});var d=n(240);n.d(e,\"schemeCategory10\",function(){return d.a});var v=n(242);n.d(e,\"schemeCategory20b\",function(){return v.a});var g=n(243);n.d(e,\"schemeCategory20c\",function(){return g.a});var m=n(241);n.d(e,\"schemeCategory20\",function(){return m.a});var y=n(244);n.d(e,\"interpolateCubehelixDefault\",function(){return y.a});var _=n(250);n.d(e,\"interpolateRainbow\",function(){return _.a}),n.d(e,\"interpolateWarm\",function(){return _.b}),n.d(e,\"interpolateCool\",function(){return _.c});var b=n(255);n.d(e,\"interpolateViridis\",function(){return b.a}),n.d(e,\"interpolateMagma\",function(){return b.b}),n.d(e,\"interpolateInferno\",function(){return b.c}),n.d(e,\"interpolatePlasma\",function(){return b.d});var x=n(251);n.d(e,\"scaleSequential\",function(){return x.a})},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(69);e.a=function(t){var e=t+=\"\",n=e.indexOf(\":\");return n>=0&&\"xmlns\"!==(e=t.slice(0,n))&&(t=t.slice(n+1)),r.a.hasOwnProperty(e)?{space:r.a[e],local:t}:t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r});var r=\"http://www.w3.org/1999/xhtml\";e.a={svg:\"http://www.w3.org/2000/svg\",xhtml:r,xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\",xmlns:\"http://www.w3.org/2000/xmlns/\"}},function(t,e,n){\"use strict\";function r(t,e,n){return t=i(t,e,n),function(e){var n=e.relatedTarget;n&&(n===this||8&n.compareDocumentPosition(this))||t.call(this,e)}}function i(t,e,n){return function(r){var i=l;l=r;try{t.call(this,this.__data__,e,n)}finally{l=i}}}function o(t){return t.trim().split(/^|\\s+/).map(function(t){var e=\"\",n=t.indexOf(\".\");return n>=0&&(e=t.slice(n+1),t=t.slice(0,n)),{type:t,name:e}})}function a(t){return function(){var e=this.__on;if(e){for(var n,r=0,i=-1,o=e.length;r<o;++r)n=e[r],t.type&&n.type!==t.type||n.name!==t.name?e[++i]=n:this.removeEventListener(n.type,n.listener,n.capture);++i?e.length=i:delete this.__on}}}function u(t,e,n){var o=s.hasOwnProperty(t.type)?r:i;return function(r,i,a){var u,c=this.__on,s=o(e,i,a);if(c)for(var l=0,f=c.length;l<f;++l)if((u=c[l]).type===t.type&&u.name===t.name)return this.removeEventListener(u.type,u.listener,u.capture),this.addEventListener(u.type,u.listener=s,u.capture=n),void(u.value=e);this.addEventListener(t.type,s,n),u={type:t.type,name:t.name,value:e,listener:s,capture:n},c?c.push(u):this.__on=[u]}}function c(t,e,n,r){var i=l;t.sourceEvent=l,l=t;try{return e.apply(n,r)}finally{l=i}}n.d(e,\"a\",function(){return l}),e.b=c;var s={},l=null;if(\"undefined\"!=typeof document){\"onmouseenter\"in document.documentElement||(s={mouseenter:\"mouseover\",mouseleave:\"mouseout\"})}e.c=function(t,e,n){var r,i,c=o(t+\"\"),s=c.length;{if(!(arguments.length<2)){for(l=e?u:a,null==n&&(n=!1),r=0;r<s;++r)this.each(l(c[r],e,n));return this}var l=this.node().__on;if(l)for(var f,p=0,h=l.length;p<h;++p)for(r=0,f=l[p];r<s;++r)if((i=c[r]).type===f.type&&i.name===f.name)return f.value}}},function(t,e,n){\"use strict\";function r(){}e.a=function(t){return null==t?r:function(){return this.querySelector(t)}}},function(t,e,n){\"use strict\";var r=n(70);e.a=function(){for(var t,e=r.a;t=e.sourceEvent;)e=t;return e}},function(t,e,n){\"use strict\";e.a=function(t){return t.ownerDocument&&t.ownerDocument.defaultView||t.document&&t||t.defaultView}},function(t,e,n){\"use strict\";function r(t,e,n){var r=t._x1,i=t._y1,a=t._x2,u=t._y2;if(t._l01_a>o.a){var c=2*t._l01_2a+3*t._l01_a*t._l12_a+t._l12_2a,s=3*t._l01_a*(t._l01_a+t._l12_a);r=(r*c-t._x0*t._l12_2a+t._x2*t._l01_2a)/s,i=(i*c-t._y0*t._l12_2a+t._y2*t._l01_2a)/s}if(t._l23_a>o.a){var l=2*t._l23_2a+3*t._l23_a*t._l12_a+t._l12_2a,f=3*t._l23_a*(t._l23_a+t._l12_a);a=(a*l+t._x1*t._l23_2a-e*t._l12_2a)/f,u=(u*l+t._y1*t._l23_2a-n*t._l12_2a)/f}t._context.bezierCurveTo(r,i,a,u,t._x2,t._y2)}function i(t,e){this._context=t,this._alpha=e}e.b=r;var o=n(35),a=n(48);i.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x2,this._y2);break;case 3:this.point(this._x2,this._y2)}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var n=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(n*n+i*i,this._alpha))}switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3;default:r(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new i(t,e):new a.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";var r=n(32),i=n(17),o=n(49),a=n(77);e.a=function(){function t(t){var i,o,a,p=t.length,h=!1;for(null==s&&(f=l(a=n.i(r.a)())),i=0;i<=p;++i)!(i<p&&c(o=t[i],i,t))===h&&((h=!h)?f.lineStart():f.lineEnd()),h&&f.point(+e(o,i,t),+u(o,i,t));if(a)return f=null,a+\"\"||null}var e=a.a,u=a.b,c=n.i(i.a)(!0),s=null,l=o.a,f=null;return t.x=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(i.a)(+r),t):e},t.y=function(e){return arguments.length?(u=\"function\"==typeof e?e:n.i(i.a)(+e),t):u},t.defined=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(!!e),t):c},t.curve=function(e){return arguments.length?(l=e,null!=s&&(f=l(s)),t):l},t.context=function(e){return arguments.length?(null==e?s=f=null:f=l(s=e),t):s},t}},function(t,e,n){\"use strict\";function r(t){for(var e,n=0,r=-1,i=t.length;++r<i;)(e=+t[r][1])&&(n+=e);return n}e.b=r;var i=n(37);e.a=function(t){var e=t.map(r);return n.i(i.a)(t).sort(function(t,n){return e[t]-e[n]})}},function(t,e,n){\"use strict\";function r(t){return t[0]}function i(t){return t[1]}e.a=r,e.b=i},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(79);n.d(e,\"timeFormatDefaultLocale\",function(){return r.a}),n.d(e,\"timeFormat\",function(){return r.b}),n.d(e,\"timeParse\",function(){return r.c}),n.d(e,\"utcFormat\",function(){return r.d}),n.d(e,\"utcParse\",function(){return r.e});var i=n(152);n.d(e,\"timeFormatLocale\",function(){return i.a});var o=n(151);n.d(e,\"isoFormat\",function(){return o.a});var a=n(314);n.d(e,\"isoParse\",function(){return a.a})},function(t,e,n){\"use strict\";function r(t){return i=n.i(s.a)(t),o=i.format,a=i.parse,u=i.utcFormat,c=i.utcParse,i}n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),n.d(e,\"d\",function(){return u}),n.d(e,\"e\",function(){return c}),e.a=r;var i,o,a,u,c,s=n(152);r({dateTime:\"%x, %X\",date:\"%-m/%-d/%Y\",time:\"%-I:%M:%S %p\",periods:[\"AM\",\"PM\"],days:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],shortDays:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],shortMonths:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"]})},function(t,e,n){\"use strict\";var r=(n(5),n(317));n.d(e,\"v\",function(){return r.a}),n.d(e,\"p\",function(){return r.a});var i=n(320);n.d(e,\"u\",function(){return i.a}),n.d(e,\"o\",function(){return i.a});var o=n(318);n.d(e,\"t\",function(){return o.a});var a=n(316);n.d(e,\"s\",function(){return a.a});var u=n(315);n.d(e,\"d\",function(){return u.a});var c=n(327);n.d(e,\"r\",function(){return c.a}),n.d(e,\"f\",function(){return c.a}),n.d(e,\"c\",function(){return c.b}),n.d(e,\"g\",function(){return c.c});var s=n(319);n.d(e,\"q\",function(){return s.a});var l=n(328);n.d(e,\"e\",function(){return l.a});var f=n(323);n.d(e,\"n\",function(){return f.a});var p=n(322);n.d(e,\"m\",function(){return p.a});var h=n(321);n.d(e,\"b\",function(){return h.a});var d=n(325);n.d(e,\"l\",function(){return d.a}),n.d(e,\"i\",function(){return d.a}),n.d(e,\"a\",function(){return d.b}),n.d(e,\"j\",function(){return d.c});var v=n(324);n.d(e,\"k\",function(){return v.a});var g=n(326);n.d(e,\"h\",function(){return g.a})},function(t,e,n){\"use strict\";function r(t,e){return t===e?0!==t||0!==e||1/t==1/e:t!==t&&e!==e}function i(t,e){if(r(t,e))return!0;if(\"object\"!=typeof t||null===t||\"object\"!=typeof e||null===e)return!1;var n=Object.keys(t),i=Object.keys(e);if(n.length!==i.length)return!1;for(var a=0;a<n.length;a++)if(!o.call(e,n[a])||!r(t[n[a]],e[n[a]]))return!1;return!0}var o=Object.prototype.hasOwnProperty;t.exports=i},function(t,e,n){\"use strict\";function r(t,e){return Array.isArray(e)&&(e=e[1]),e?e.nextSibling:t.firstChild}function i(t,e,n){l.insertTreeBefore(t,e,n)}function o(t,e,n){Array.isArray(e)?u(t,e[0],e[1],n):v(t,e,n)}function a(t,e){if(Array.isArray(e)){var n=e[1];e=e[0],c(t,e,n),t.removeChild(n)}t.removeChild(e)}function u(t,e,n,r){for(var i=e;;){var o=i.nextSibling;if(v(t,i,r),i===n)break;i=o}}function c(t,e,n){for(;;){var r=e.nextSibling;if(r===n)break;t.removeChild(r)}}function s(t,e,n){var r=t.parentNode,i=t.nextSibling;i===e?n&&v(r,document.createTextNode(n),i):n?(d(i,n),c(r,i,e)):c(r,t,e)}var l=n(20),f=n(350),p=(n(4),n(9),n(91)),h=n(57),d=n(176),v=p(function(t,e,n){t.insertBefore(e,n)}),g=f.dangerouslyReplaceNodeWithMarkup,m={dangerouslyReplaceNodeWithMarkup:g,replaceDelimitedText:s,processUpdates:function(t,e){for(var n=0;n<e.length;n++){var u=e[n];switch(u.type){case\"INSERT_MARKUP\":i(t,u.content,r(t,u.afterNode));break;case\"MOVE_EXISTING\":o(t,u.fromNode,r(t,u.afterNode));break;case\"SET_MARKUP\":h(t,u.content);break;case\"TEXT_CONTENT\":d(t,u.content);break;case\"REMOVE_NODE\":a(t,u.fromNode)}}}};t.exports=m},function(t,e,n){\"use strict\";var r={html:\"http://www.w3.org/1999/xhtml\",mathml:\"http://www.w3.org/1998/Math/MathML\",svg:\"http://www.w3.org/2000/svg\"};t.exports=r},function(t,e,n){\"use strict\";function r(){if(u)for(var t in c){var e=c[t],n=u.indexOf(t);if(n>-1||a(\"96\",t),!s.plugins[n]){e.extractEvents||a(\"97\",t),s.plugins[n]=e;var r=e.eventTypes;for(var o in r)i(r[o],e,o)||a(\"98\",o,t)}}}function i(t,e,n){s.eventNameDispatchConfigs.hasOwnProperty(n)&&a(\"99\",n),s.eventNameDispatchConfigs[n]=t;var r=t.phasedRegistrationNames;if(r){for(var i in r)if(r.hasOwnProperty(i)){var u=r[i];o(u,e,n)}return!0}return!!t.registrationName&&(o(t.registrationName,e,n),!0)}function o(t,e,n){s.registrationNameModules[t]&&a(\"100\",t),s.registrationNameModules[t]=e,s.registrationNameDependencies[t]=e.eventTypes[n].dependencies}var a=n(1),u=(n(0),null),c={},s={plugins:[],eventNameDispatchConfigs:{},registrationNameModules:{},registrationNameDependencies:{},possibleRegistrationNames:null,injectEventPluginOrder:function(t){u&&a(\"101\"),u=Array.prototype.slice.call(t),r()},injectEventPluginsByName:function(t){var e=!1;for(var n in t)if(t.hasOwnProperty(n)){var i=t[n];c.hasOwnProperty(n)&&c[n]===i||(c[n]&&a(\"102\",n),c[n]=i,e=!0)}e&&r()},getPluginModuleForEvent:function(t){var e=t.dispatchConfig;if(e.registrationName)return s.registrationNameModules[e.registrationName]||null;if(void 0!==e.phasedRegistrationNames){var n=e.phasedRegistrationNames;for(var r in n)if(n.hasOwnProperty(r)){var i=s.registrationNameModules[n[r]];if(i)return i}}return null},_resetEventPlugins:function(){u=null;for(var t in c)c.hasOwnProperty(t)&&delete c[t];s.plugins.length=0;var e=s.eventNameDispatchConfigs;for(var n in e)e.hasOwnProperty(n)&&delete e[n];var r=s.registrationNameModules;for(var i in r)r.hasOwnProperty(i)&&delete r[i]}};t.exports=s},function(t,e,n){\"use strict\";function r(t){var e={\"=\":\"=0\",\":\":\"=2\"};return\"$\"+(\"\"+t).replace(/[=:]/g,function(t){return e[t]})}function i(t){var e=/(=0|=2)/g,n={\"=0\":\"=\",\"=2\":\":\"};return(\"\"+(\".\"===t[0]&&\"$\"===t[1]?t.substring(2):t.substring(1))).replace(e,function(t){return n[t]})}var o={escape:r,unescape:i};t.exports=o},function(t,e,n){\"use strict\";function r(t){null!=t.checkedLink&&null!=t.valueLink&&u(\"87\")}function i(t){r(t),(null!=t.value||null!=t.onChange)&&u(\"88\")}function o(t){r(t),(null!=t.checked||null!=t.onChange)&&u(\"89\")}function a(t){if(t){var e=t.getName();if(e)return\" Check the render method of `\"+e+\"`.\"}return\"\"}var u=n(1),c=n(380),s=n(157),l=n(26),f=s(l.isValidElement),p=(n(0),n(2),{button:!0,checkbox:!0,image:!0,hidden:!0,radio:!0,reset:!0,submit:!0}),h={value:function(t,e,n){return!t[e]||p[t.type]||t.onChange||t.readOnly||t.disabled?null:new Error(\"You provided a `value` prop to a form field without an `onChange` handler. This will render a read-only field. If the field should be mutable use `defaultValue`. Otherwise, set either `onChange` or `readOnly`.\")},checked:function(t,e,n){return!t[e]||t.onChange||t.readOnly||t.disabled?null:new Error(\"You provided a `checked` prop to a form field without an `onChange` handler. This will render a read-only field. If the field should be mutable use `defaultChecked`. Otherwise, set either `onChange` or `readOnly`.\")},onChange:f.func},d={},v={checkPropTypes:function(t,e,n){for(var r in h){if(h.hasOwnProperty(r))var i=h[r](e,r,t,\"prop\",null,c);if(i instanceof Error&&!(i.message in d)){d[i.message]=!0;a(n)}}},getValue:function(t){return t.valueLink?(i(t),t.valueLink.value):t.value},getChecked:function(t){return t.checkedLink?(o(t),t.checkedLink.value):t.checked},executeOnChange:function(t,e){return t.valueLink?(i(t),t.valueLink.requestChange(e.target.value)):t.checkedLink?(o(t),t.checkedLink.requestChange(e.target.checked)):t.onChange?t.onChange.call(void 0,e):void 0}};t.exports=v},function(t,e,n){\"use strict\";var r=n(1),i=(n(0),!1),o={replaceNodeWithMarkup:null,processChildrenUpdates:null,injection:{injectEnvironment:function(t){i&&r(\"104\"),o.replaceNodeWithMarkup=t.replaceNodeWithMarkup,o.processChildrenUpdates=t.processChildrenUpdates,i=!0}}};t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n){try{e(n)}catch(t){null===i&&(i=t)}}var i=null,o={invokeGuardedCallback:r,invokeGuardedCallbackWithCatch:r,rethrowCaughtError:function(){if(i){var t=i;throw i=null,t}}};t.exports=o},function(t,e,n){\"use strict\";function r(t){c.enqueueUpdate(t)}function i(t){var e=typeof t;if(\"object\"!==e)return e;var n=t.constructor&&t.constructor.name||e,r=Object.keys(t);return r.length>0&&r.length<20?n+\" (keys: \"+r.join(\", \")+\")\":n}function o(t,e){var n=u.get(t);if(!n){return null}return n}var a=n(1),u=(n(15),n(39)),c=(n(9),n(12)),s=(n(0),n(2),{isMounted:function(t){var e=u.get(t);return!!e&&!!e._renderedComponent},enqueueCallback:function(t,e,n){s.validateCallback(e,n);var i=o(t);if(!i)return null;i._pendingCallbacks?i._pendingCallbacks.push(e):i._pendingCallbacks=[e],r(i)},enqueueCallbackInternal:function(t,e){t._pendingCallbacks?t._pendingCallbacks.push(e):t._pendingCallbacks=[e],r(t)},enqueueForceUpdate:function(t){var e=o(t,\"forceUpdate\");e&&(e._pendingForceUpdate=!0,r(e))},enqueueReplaceState:function(t,e,n){var i=o(t,\"replaceState\");i&&(i._pendingStateQueue=[e],i._pendingReplaceState=!0,void 0!==n&&null!==n&&(s.validateCallback(n,\"replaceState\"),i._pendingCallbacks?i._pendingCallbacks.push(n):i._pendingCallbacks=[n]),r(i))},enqueueSetState:function(t,e){var n=o(t,\"setState\");if(n){(n._pendingStateQueue||(n._pendingStateQueue=[])).push(e),r(n)}},enqueueElementInternal:function(t,e,n){t._pendingElement=e,t._context=n,r(t)},validateCallback:function(t,e){t&&\"function\"!=typeof t&&a(\"122\",e,i(t))}});t.exports=s},function(t,e,n){\"use strict\";var r={currentScrollLeft:0,currentScrollTop:0,refreshScrollValues:function(t){r.currentScrollLeft=t.x,r.currentScrollTop=t.y}};t.exports=r},function(t,e,n){\"use strict\";var r=function(t){return\"undefined\"!=typeof MSApp&&MSApp.execUnsafeLocalFunction?function(e,n,r,i){MSApp.execUnsafeLocalFunction(function(){return t(e,n,r,i)})}:t};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e,n=t.keyCode;return\"charCode\"in t?0===(e=t.charCode)&&13===n&&(e=13):e=n,e>=32||13===e?e:0}t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=this,n=e.nativeEvent;if(n.getModifierState)return n.getModifierState(t);var r=o[t];return!!r&&!!n[r]}function i(t){return r}var o={Alt:\"altKey\",Control:\"ctrlKey\",Meta:\"metaKey\",Shift:\"shiftKey\"};t.exports=i},function(t,e,n){\"use strict\";function r(t){var e=t.target||t.srcElement||window;return e.correspondingUseElement&&(e=e.correspondingUseElement),3===e.nodeType?e.parentNode:e}t.exports=r},function(t,e,n){\"use strict\";/**\n",
       " * Checks if an event is supported in the current execution environment.\n",
       " *\n",
       " * NOTE: This will not work correctly for non-generic events such as `change`,\n",
       " * `reset`, `load`, `error`, and `select`.\n",
       " *\n",
       " * Borrows from Modernizr.\n",
       " *\n",
       " * @param {string} eventNameSuffix Event name, e.g. \"click\".\n",
       " * @param {?boolean} capture Check if the capture phase is supported.\n",
       " * @return {boolean} True if the event is supported.\n",
       " * @internal\n",
       " * @license Modernizr 3.0.0pre (Custom Build) | MIT\n",
       " */\n",
       "function r(t,e){if(!o.canUseDOM||e&&!(\"addEventListener\"in document))return!1;var n=\"on\"+t,r=n in document;if(!r){var a=document.createElement(\"div\");a.setAttribute(n,\"return;\"),r=\"function\"==typeof a[n]}return!r&&i&&\"wheel\"===t&&(r=document.implementation.hasFeature(\"Events.wheel\",\"3.0\")),r}var i,o=n(6);o.canUseDOM&&(i=document.implementation&&document.implementation.hasFeature&&!0!==document.implementation.hasFeature(\"\",\"\")),t.exports=r},function(t,e,n){\"use strict\";function r(t,e){var n=null===t||!1===t,r=null===e||!1===e;if(n||r)return n===r;var i=typeof t,o=typeof e;return\"string\"===i||\"number\"===i?\"string\"===o||\"number\"===o:\"object\"===o&&t.type===e.type&&t.key===e.key}t.exports=r},function(t,e,n){\"use strict\";var r=(n(3),n(11)),i=(n(2),r);t.exports=i},function(t,e){var n;n=function(){return this}();try{n=n||Function(\"return this\")()||(0,eval)(\"this\")}catch(t){\"object\"==typeof window&&(n=window)}t.exports=n},function(t,e){t.exports=function(t){return t.webpackPolyfill||(t.deprecate=function(){},t.paths=[],t.children||(t.children=[]),Object.defineProperty(t,\"loaded\",{enumerable:!0,get:function(){return t.l}}),Object.defineProperty(t,\"id\",{enumerable:!0,get:function(){return t.i}}),t.webpackPolyfill=1),t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return i}),n.d(e,\"a\",function(){return o});var r=Array.prototype,i=r.slice,o=r.map},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return a}),n.d(e,\"c\",function(){return u});var r=n(19),i=n(102),o=n.i(i.a)(r.a),a=o.right,u=o.left;e.a=a},function(t,e,n){\"use strict\";function r(t){return function(e,r){return n.i(i.a)(t(e),r)}}var i=n(19);e.a=function(t){return 1===t.length&&(t=r(t)),{left:function(e,n,r,i){for(null==r&&(r=0),null==i&&(i=e.length);r<i;){var o=r+i>>>1;t(e[o],n)<0?r=o+1:i=o}return r},right:function(e,n,r,i){for(null==r&&(r=0),null==i&&(i=e.length);r<i;){var o=r+i>>>1;t(e[o],n)>0?i=o:r=o+1}return r}}}},function(t,e,n){\"use strict\";var r=n(111);e.a=function(t,e){var i=n.i(r.a)(t,e);return i?Math.sqrt(i):i}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i,o=t.length,a=-1;if(null==e){for(;++a<o;)if(null!=(n=t[a])&&n>=n)for(r=i=n;++a<o;)null!=(n=t[a])&&(r>n&&(r=n),i<n&&(i=n))}else for(;++a<o;)if(null!=(n=e(t[a],a,t))&&n>=n)for(r=i=n;++a<o;)null!=(n=e(t[a],a,t))&&(r>n&&(r=n),i<n&&(i=n));return[r,i]}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i=t.length,o=-1;if(null==e){for(;++o<i;)if(null!=(n=t[o])&&n>=n)for(r=n;++o<i;)null!=(n=t[o])&&r>n&&(r=n)}else for(;++o<i;)if(null!=(n=e(t[o],o,t))&&n>=n)for(r=n;++o<i;)null!=(n=e(t[o],o,t))&&r>n&&(r=n);return r}},function(t,e,n){\"use strict\";function r(t,e){return[t,e]}e.b=r,e.a=function(t,e){null==e&&(e=r);for(var n=0,i=t.length-1,o=t[0],a=new Array(i<0?0:i);n<i;)a[n]=e(o,o=t[++n]);return a}},function(t,e,n){\"use strict\";e.a=function(t,e,n){t=+t,e=+e,n=(i=arguments.length)<2?(e=t,t=0,1):i<3?1:+n;for(var r=-1,i=0|Math.max(0,Math.ceil((e-t)/n)),o=new Array(i);++r<i;)o[r]=t+r*n;return o}},function(t,e,n){\"use strict\";e.a=function(t){return Math.ceil(Math.log(t.length)/Math.LN2)+1}},function(t,e,n){\"use strict\";function r(t,e,n){var r=(e-t)/Math.max(0,n),i=Math.floor(Math.log(r)/Math.LN10),c=r/Math.pow(10,i);return i>=0?(c>=o?10:c>=a?5:c>=u?2:1)*Math.pow(10,i):-Math.pow(10,-i)/(c>=o?10:c>=a?5:c>=u?2:1)}function i(t,e,n){var r=Math.abs(e-t)/Math.max(0,n),i=Math.pow(10,Math.floor(Math.log(r)/Math.LN10)),c=r/i;return c>=o?i*=10:c>=a?i*=5:c>=u&&(i*=2),e<t?-i:i}e.b=r,e.c=i;var o=Math.sqrt(50),a=Math.sqrt(10),u=Math.sqrt(2);e.a=function(t,e,n){var i,o,a,u,c=-1;if(e=+e,t=+t,n=+n,t===e&&n>0)return[t];if((i=e<t)&&(o=t,t=e,e=o),0===(u=r(t,e,n))||!isFinite(u))return[];if(u>0)for(t=Math.ceil(t/u),e=Math.floor(e/u),a=new Array(o=Math.ceil(e-t+1));++c<o;)a[c]=(t+c)*u;else for(t=Math.floor(t*u),e=Math.ceil(e*u),a=new Array(o=Math.ceil(t-e+1));++c<o;)a[c]=(t-c)/u;return i&&a.reverse(),a}},function(t,e,n){\"use strict\";function r(t){return t.length}var i=n(105);e.a=function(t){if(!(u=t.length))return[];for(var e=-1,o=n.i(i.a)(t,r),a=new Array(o);++e<o;)for(var u,c=-1,s=a[e]=new Array(u);++c<u;)s[c]=t[c][e];return a}},function(t,e,n){\"use strict\";var r=n(28);e.a=function(t,e){var i,o,a=t.length,u=0,c=-1,s=0,l=0;if(null==e)for(;++c<a;)isNaN(i=n.i(r.a)(t[c]))||(o=i-s,s+=o/++u,l+=o*(i-s));else for(;++c<a;)isNaN(i=n.i(r.a)(e(t[c],c,t)))||(o=i-s,s+=o/++u,l+=o*(i-s));if(u>1)return l/(u-1)}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(209);n.d(e,\"axisTop\",function(){return r.a}),n.d(e,\"axisRight\",function(){return r.b}),n.d(e,\"axisBottom\",function(){return r.c}),n.d(e,\"axisLeft\",function(){return r.d})},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r}),n.d(e,\"a\",function(){return i});var r=Math.PI/180,i=180/Math.PI},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return r});var r,i=n(63);e.a=function(t,e){var o=n.i(i.a)(t,e);if(!o)return t+\"\";var a=o[0],u=o[1],c=u-(r=3*Math.max(-8,Math.min(8,Math.floor(u/3))))+1,s=a.length;return c===s?a:c>s?a+new Array(c-s+1).join(\"0\"):c>0?a.slice(0,c)+\".\"+a.slice(c):\"0.\"+new Array(1-c).join(\"0\")+n.i(i.a)(t,Math.max(0,e+c-1))[0]}},function(t,e,n){\"use strict\";function r(t){return new i(t)}function i(t){if(!(e=a.exec(t)))throw new Error(\"invalid format: \"+t);var e,n=e[1]||\" \",r=e[2]||\">\",i=e[3]||\"-\",u=e[4]||\"\",c=!!e[5],s=e[6]&&+e[6],l=!!e[7],f=e[8]&&+e[8].slice(1),p=e[9]||\"\";\"n\"===p?(l=!0,p=\"g\"):o.a[p]||(p=\"\"),(c||\"0\"===n&&\"=\"===r)&&(c=!0,n=\"0\",r=\"=\"),this.fill=n,this.align=r,this.sign=i,this.symbol=u,this.zero=c,this.width=s,this.comma=l,this.precision=f,this.type=p}e.a=r;var o=n(116),a=/^(?:(.)?([<>=^]))?([+\\-\\( ])?([$#])?(0)?(\\d+)?(,)?(\\.\\d+)?([a-z%])?$/i;r.prototype=i.prototype,i.prototype.toString=function(){return this.fill+this.align+this.sign+this.symbol+(this.zero?\"0\":\"\")+(null==this.width?\"\":Math.max(1,0|this.width))+(this.comma?\",\":\"\")+(null==this.precision?\"\":\".\"+Math.max(0,0|this.precision))+this.type}},function(t,e,n){\"use strict\";var r=n(220),i=n(114),o=n(223);e.a={\"\":r.a,\"%\":function(t,e){return(100*t).toFixed(e)},b:function(t){return Math.round(t).toString(2)},c:function(t){return t+\"\"},d:function(t){return Math.round(t).toString(10)},e:function(t,e){return t.toExponential(e)},f:function(t,e){return t.toFixed(e)},g:function(t,e){return t.toPrecision(e)},o:function(t){return Math.round(t).toString(8)},p:function(t,e){return n.i(o.a)(100*t,e)},r:o.a,s:i.a,X:function(t){return Math.round(t).toString(16).toUpperCase()},x:function(t){return Math.round(t).toString(16)}}},function(t,e,n){\"use strict\";var r=n(42),i=n(221),o=n(222),a=n(115),u=n(116),c=n(114),s=n(224),l=[\"y\",\"z\",\"a\",\"f\",\"p\",\"n\",\"µ\",\"m\",\"\",\"k\",\"M\",\"G\",\"T\",\"P\",\"E\",\"Z\",\"Y\"];e.a=function(t){function e(t){function e(t){var e,n,a,u=x,s=w;if(\"c\"===b)s=C(t)+s,t=\"\";else{t=+t;var h=t<0;if(t=C(Math.abs(t),_),h&&0==+t&&(h=!1),u=(h?\"(\"===o?o:\"-\":\"-\"===o||\"(\"===o?\"\":o)+u,s=(\"s\"===b?l[8+c.b/3]:\"\")+s+(h&&\"(\"===o?\")\":\"\"),k)for(e=-1,n=t.length;++e<n;)if(48>(a=t.charCodeAt(e))||a>57){s=(46===a?d+t.slice(e+1):t.slice(e))+s,t=t.slice(0,e);break}}y&&!f&&(t=p(t,1/0));var g=u.length+t.length+s.length,E=g<m?new Array(m-g+1).join(r):\"\";switch(y&&f&&(t=p(E+t,E.length?m-s.length:1/0),E=\"\"),i){case\"<\":t=u+t+s+E;break;case\"=\":t=u+E+t+s;break;case\"^\":t=E.slice(0,g=E.length>>1)+u+t+s+E.slice(g);break;default:t=E+u+t+s}return v(t)}t=n.i(a.a)(t);var r=t.fill,i=t.align,o=t.sign,s=t.symbol,f=t.zero,m=t.width,y=t.comma,_=t.precision,b=t.type,x=\"$\"===s?h[0]:\"#\"===s&&/[boxX]/.test(b)?\"0\"+b.toLowerCase():\"\",w=\"$\"===s?h[1]:/[%p]/.test(b)?g:\"\",C=u.a[b],k=!b||/[defgprs%]/.test(b);return _=null==_?b?6:12:/[gprs]/.test(b)?Math.max(1,Math.min(21,_)):Math.max(0,Math.min(20,_)),e.toString=function(){return t+\"\"},e}function f(t,i){var o=e((t=n.i(a.a)(t),t.type=\"f\",t)),u=3*Math.max(-8,Math.min(8,Math.floor(n.i(r.a)(i)/3))),c=Math.pow(10,-u),s=l[8+u/3];return function(t){return o(c*t)+s}}var p=t.grouping&&t.thousands?n.i(i.a)(t.grouping,t.thousands):s.a,h=t.currency,d=t.decimal,v=t.numerals?n.i(o.a)(t.numerals):s.a,g=t.percent||\"%\";return{format:e,formatPrefix:f}}},function(t,e,n){\"use strict\";var r=n(65);e.a=function(t,e){var i,o=e?e.length:0,a=t?Math.min(o,t.length):0,u=new Array(a),c=new Array(o);for(i=0;i<a;++i)u[i]=n.i(r.a)(t[i],e[i]);for(;i<o;++i)c[i]=e[i];return function(t){for(i=0;i<a;++i)c[i]=u[i](t);return c}}},function(t,e,n){\"use strict\";var r=n(64);e.a=function(t){var e=t.length;return function(i){var o=Math.floor(((i%=1)<0?++i:i)*e),a=t[(o+e-1)%e],u=t[o%e],c=t[(o+1)%e],s=t[(o+2)%e];return n.i(r.b)((i-o/e)*e,a,u,c,s)}}},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";e.a=function(t,e){var n=new Date;return t=+t,e-=t,function(r){return n.setTime(t+e*r),n}}},function(t,e,n){\"use strict\";var r=n(65);e.a=function(t,e){var i,o={},a={};null!==t&&\"object\"==typeof t||(t={}),null!==e&&\"object\"==typeof e||(e={});for(i in e)i in t?o[i]=n.i(r.a)(t[i],e[i]):a[i]=e[i];return function(t){for(i in o)a[i]=o[i](t);return a}}},function(t,e,n){\"use strict\";function r(t){return function(e){var r,o,a=e.length,u=new Array(a),c=new Array(a),s=new Array(a);for(r=0;r<a;++r)o=n.i(i.rgb)(e[r]),u[r]=o.r||0,c[r]=o.g||0,s[r]=o.b||0;return u=t(u),c=t(c),s=t(s),o.opacity=1,function(t){return o.r=u(t),o.g=c(t),o.b=s(t),o+\"\"}}}var i=n(10),o=n(64),a=n(119),u=n(31);e.a=function t(e){function r(t,e){var r=o((t=n.i(i.rgb)(t)).r,(e=n.i(i.rgb)(e)).r),a=o(t.g,e.g),c=o(t.b,e.b),s=n.i(u.a)(t.opacity,e.opacity);return function(e){return t.r=r(e),t.g=a(e),t.b=c(e),t.opacity=s(e),t+\"\"}}var o=n.i(u.c)(e);return r.gamma=t,r}(1);r(o.a),r(a.a)},function(t,e,n){\"use strict\";function r(t){return function(){return t}}function i(t){return function(e){return t(e)+\"\"}}var o=n(43),a=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,u=new RegExp(a.source,\"g\");e.a=function(t,e){var c,s,l,f=a.lastIndex=u.lastIndex=0,p=-1,h=[],d=[];for(t+=\"\",e+=\"\";(c=a.exec(t))&&(s=u.exec(e));)(l=s.index)>f&&(l=e.slice(f,l),h[p]?h[p]+=l:h[++p]=l),(c=c[0])===(s=s[0])?h[p]?h[p]+=s:h[++p]=s:(h[++p]=null,d.push({i:p,x:n.i(o.a)(c,s)})),f=u.lastIndex;return f<e.length&&(l=e.slice(f),h[p]?h[p]+=l:h[++p]=l),h.length<2?d[0]?i(d[0].x):r(e):(e=d.length,function(t){for(var n,r=0;r<e;++r)h[(n=d[r]).i]=n.x(t);return h.join(\"\")})}},function(t,e,n){\"use strict\";e.a=function(t,e){t=t.slice();var n,r=0,i=t.length-1,o=t[r],a=t[i];return a<o&&(n=r,r=i,i=n,n=o,o=a,a=n),t[r]=e.floor(o),t[i]=e.ceil(a),t}},function(t,e,n){\"use strict\";e.a=function(t){return+t}},function(t,e,n){\"use strict\";function r(t){function e(e){var n=e+\"\",r=u.get(n);if(!r){if(s!==a)return s;u.set(n,r=c.push(e))}return t[(r-1)%t.length]}var u=n.i(i.a)(),c=[],s=a;return t=null==t?[]:o.b.call(t),e.domain=function(t){if(!arguments.length)return c.slice();c=[],u=n.i(i.a)();for(var r,o,a=-1,s=t.length;++a<s;)u.has(o=(r=t[a])+\"\")||u.set(o,c.push(r));return e},e.range=function(n){return arguments.length?(t=o.b.call(n),e):t.slice()},e.unknown=function(t){return arguments.length?(s=t,e):s},e.copy=function(){return r().domain(c).range(t).unknown(s)},e}n.d(e,\"b\",function(){return a}),e.a=r;var i=n(211),o=n(16),a={name:\"implicit\"}},function(t,e,n){\"use strict\";function r(t){return new Date(t)}function i(t){return t instanceof Date?+t:+new Date(+t)}function o(t,e,c,s,b,x,w,C,k){function E(n){return(w(n)<n?A:x(n)<n?P:b(n)<n?O:s(n)<n?I:e(n)<n?c(n)<n?D:R:t(n)<n?L:U)(n)}function M(e,r,i,o){if(null==e&&(e=10),\"number\"==typeof e){var u=Math.abs(i-r)/e,c=n.i(a.bisector)(function(t){return t[2]}).right(F,u);c===F.length?(o=n.i(a.tickStep)(r/_,i/_,e),e=t):c?(c=F[u/F[c-1][2]<F[c][2]/u?c-1:c],o=c[1],e=c[0]):(o=Math.max(n.i(a.tickStep)(r,i,e),1),e=C)}return null==o?e:e.every(o)}var T=n.i(f.a)(f.b,u.a),S=T.invert,N=T.domain,A=k(\".%L\"),P=k(\":%S\"),O=k(\"%I:%M\"),I=k(\"%I %p\"),D=k(\"%a %d\"),R=k(\"%b %d\"),L=k(\"%B\"),U=k(\"%Y\"),F=[[w,1,h],[w,5,5*h],[w,15,15*h],[w,30,30*h],[x,1,d],[x,5,5*d],[x,15,15*d],[x,30,30*d],[b,1,v],[b,3,3*v],[b,6,6*v],[b,12,12*v],[s,1,g],[s,2,2*g],[c,1,m],[e,1,y],[e,3,3*y],[t,1,_]];return T.invert=function(t){return new Date(S(t))},T.domain=function(t){return arguments.length?N(l.a.call(t,i)):N().map(r)},T.ticks=function(t,e){var n,r=N(),i=r[0],o=r[r.length-1],a=o<i;return a&&(n=i,i=o,o=n),n=M(t,i,o,e),n=n?n.range(i,o+1):[],a?n.reverse():n},T.tickFormat=function(t,e){return null==e?E:k(e)},T.nice=function(t,e){var r=N();return(t=M(t,r[0],r[r.length-1],e))?N(n.i(p.a)(r,t)):T},T.copy=function(){return n.i(f.c)(T,o(t,e,c,s,b,x,w,C,k))},T}e.b=o;var a=n(7),u=n(30),c=n(80),s=n(78),l=n(16),f=n(44),p=n(125),h=1e3,d=60*h,v=60*d,g=24*v,m=7*g,y=30*g,_=365*g;e.a=function(){return o(c.e,c.q,c.r,c.d,c.s,c.t,c.u,c.v,s.timeFormat).domain([new Date(2e3,0,1),new Date(2e3,0,2)])}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(257);n.d(e,\"create\",function(){return r.a});var i=n(45);n.d(e,\"creator\",function(){return i.a});var o=n(258);n.d(e,\"local\",function(){return o.a});var a=n(130);n.d(e,\"matcher\",function(){return a.a});var u=n(259);n.d(e,\"mouse\",function(){return u.a});var c=n(68);n.d(e,\"namespace\",function(){return c.a});var s=n(69);n.d(e,\"namespaces\",function(){return s.a});var l=n(46);n.d(e,\"clientPoint\",function(){return l.a});var f=n(131);n.d(e,\"select\",function(){return f.a});var p=n(260);n.d(e,\"selectAll\",function(){return p.a});var h=n(8);n.d(e,\"selection\",function(){return h.a});var d=n(71);n.d(e,\"selector\",function(){return d.a});var v=n(135);n.d(e,\"selectorAll\",function(){return v.a});var g=n(134);n.d(e,\"style\",function(){return g.a});var m=n(288);n.d(e,\"touch\",function(){return m.a});var y=n(289);n.d(e,\"touches\",function(){return y.a});var _=n(73);n.d(e,\"window\",function(){return _.a});var b=n(70);n.d(e,\"event\",function(){return b.a}),n.d(e,\"customEvent\",function(){return b.b})},function(t,e,n){\"use strict\";var r=function(t){return function(){return this.matches(t)}};if(\"undefined\"!=typeof document){var i=document.documentElement;if(!i.matches){var o=i.webkitMatchesSelector||i.msMatchesSelector||i.mozMatchesSelector||i.oMatchesSelector;r=function(t){return function(){return o.call(this,t)}}}}e.a=r},function(t,e,n){\"use strict\";var r=n(8);e.a=function(t){return\"string\"==typeof t?new r.b([[document.querySelector(t)]],[document.documentElement]):new r.b([[t]],r.c)}},function(t,e,n){\"use strict\";function r(t,e){this.ownerDocument=t.ownerDocument,this.namespaceURI=t.namespaceURI,this._next=null,this._parent=t,this.__data__=e}e.b=r;var i=n(133),o=n(8);e.a=function(){return new o.b(this._enter||this._groups.map(i.a),this._parents)},r.prototype={constructor:r,appendChild:function(t){return this._parent.insertBefore(t,this._next)},insertBefore:function(t,e){return this._parent.insertBefore(t,e)},querySelector:function(t){return this._parent.querySelector(t)},querySelectorAll:function(t){return this._parent.querySelectorAll(t)}}},function(t,e,n){\"use strict\";e.a=function(t){return new Array(t.length)}},function(t,e,n){\"use strict\";function r(t){return function(){this.style.removeProperty(t)}}function i(t,e,n){return function(){this.style.setProperty(t,e,n)}}function o(t,e,n){return function(){var r=e.apply(this,arguments);null==r?this.style.removeProperty(t):this.style.setProperty(t,r,n)}}function a(t,e){return t.style.getPropertyValue(e)||n.i(u.a)(t).getComputedStyle(t,null).getPropertyValue(e)}e.a=a;var u=n(73);e.b=function(t,e,n){return arguments.length>1?this.each((null==e?r:\"function\"==typeof e?o:i)(t,e,null==n?\"\":n)):a(this.node(),t)}},function(t,e,n){\"use strict\";function r(){return[]}e.a=function(t){return null==t?r:function(){return this.querySelectorAll(t)}}},function(t,e,n){\"use strict\";Object.defineProperty(e,\"__esModule\",{value:!0});var r=n(290);n.d(e,\"arc\",function(){return r.a});var i=n(137);n.d(e,\"area\",function(){return i.a});var o=n(75);n.d(e,\"line\",function(){return o.a});var a=n(311);n.d(e,\"pie\",function(){return a.a});var u=n(291);n.d(e,\"areaRadial\",function(){return u.a}),n.d(e,\"radialArea\",function(){return u.a});var c=n(142);n.d(e,\"lineRadial\",function(){return c.a}),n.d(e,\"radialLine\",function(){return c.a});var s=n(143);n.d(e,\"pointRadial\",function(){return s.a});var l=n(303);n.d(e,\"linkHorizontal\",function(){return l.a}),n.d(e,\"linkVertical\",function(){return l.b}),n.d(e,\"linkRadial\",function(){return l.c});var f=n(313);n.d(e,\"symbol\",function(){return f.a}),n.d(e,\"symbols\",function(){return f.b});var p=n(144);n.d(e,\"symbolCircle\",function(){return p.a});var h=n(145);n.d(e,\"symbolCross\",function(){return h.a});var d=n(146);n.d(e,\"symbolDiamond\",function(){return d.a});var v=n(147);n.d(e,\"symbolSquare\",function(){return v.a});var g=n(148);n.d(e,\"symbolStar\",function(){return g.a});var m=n(149);n.d(e,\"symbolTriangle\",function(){return m.a});var y=n(150);n.d(e,\"symbolWye\",function(){return y.a});var _=n(292);n.d(e,\"curveBasisClosed\",function(){return _.a});var b=n(293);n.d(e,\"curveBasisOpen\",function(){return b.a});var x=n(47);n.d(e,\"curveBasis\",function(){return x.a});var w=n(294);n.d(e,\"curveBundle\",function(){return w.a});var C=n(139);n.d(e,\"curveCardinalClosed\",function(){return C.a});var k=n(140);n.d(e,\"curveCardinalOpen\",function(){return k.a});var E=n(48);n.d(e,\"curveCardinal\",function(){return E.a});var M=n(295);n.d(e,\"curveCatmullRomClosed\",function(){return M.a});var T=n(296);n.d(e,\"curveCatmullRomOpen\",function(){return T.a});var S=n(74);n.d(e,\"curveCatmullRom\",function(){return S.a});var N=n(297);n.d(e,\"curveLinearClosed\",function(){return N.a});var A=n(49);n.d(e,\"curveLinear\",function(){return A.a});var P=n(298);n.d(e,\"curveMonotoneX\",function(){return P.a}),n.d(e,\"curveMonotoneY\",function(){return P.b});var O=n(299);n.d(e,\"curveNatural\",function(){return O.a});var I=n(300);n.d(e,\"curveStep\",function(){return I.a}),n.d(e,\"curveStepAfter\",function(){return I.b}),n.d(e,\"curveStepBefore\",function(){return I.c});var D=n(312);n.d(e,\"stack\",function(){return D.a});var R=n(305);n.d(e,\"stackOffsetExpand\",function(){return R.a});var L=n(304);n.d(e,\"stackOffsetDiverging\",function(){return L.a});var U=n(36);n.d(e,\"stackOffsetNone\",function(){return U.a});var F=n(306);n.d(e,\"stackOffsetSilhouette\",function(){return F.a});var j=n(307);n.d(e,\"stackOffsetWiggle\",function(){return j.a});var B=n(76);n.d(e,\"stackOrderAscending\",function(){return B.a});var V=n(308);n.d(e,\"stackOrderDescending\",function(){return V.a});var W=n(309);n.d(e,\"stackOrderInsideOut\",function(){return W.a});var z=n(37);n.d(e,\"stackOrderNone\",function(){return z.a});var H=n(310);n.d(e,\"stackOrderReverse\",function(){return H.a})},function(t,e,n){\"use strict\";var r=n(32),i=n(17),o=n(49),a=n(75),u=n(77);e.a=function(){function t(t){var e,i,o,a,u,g=t.length,m=!1,y=new Array(g),_=new Array(g);for(null==h&&(v=d(u=n.i(r.a)())),e=0;e<=g;++e){if(!(e<g&&p(a=t[e],e,t))===m)if(m=!m)i=e,v.areaStart(),v.lineStart();else{for(v.lineEnd(),v.lineStart(),o=e-1;o>=i;--o)v.point(y[o],_[o]);v.lineEnd(),v.areaEnd()}m&&(y[e]=+c(a,e,t),_[e]=+l(a,e,t),v.point(s?+s(a,e,t):y[e],f?+f(a,e,t):_[e]))}if(u)return v=null,u+\"\"||null}function e(){return n.i(a.a)().defined(p).curve(d).context(h)}var c=u.a,s=null,l=n.i(i.a)(0),f=u.b,p=n.i(i.a)(!0),h=null,d=o.a,v=null;return t.x=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(+e),s=null,t):c},t.x0=function(e){return arguments.length?(c=\"function\"==typeof e?e:n.i(i.a)(+e),t):c},t.x1=function(e){return arguments.length?(s=null==e?null:\"function\"==typeof e?e:n.i(i.a)(+e),t):s},t.y=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(i.a)(+e),f=null,t):l},t.y0=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(i.a)(+e),t):l},t.y1=function(e){return arguments.length?(f=null==e?null:\"function\"==typeof e?e:n.i(i.a)(+e),t):f},t.lineX0=t.lineY0=function(){return e().x(c).y(l)},t.lineY1=function(){return e().x(c).y(f)},t.lineX1=function(){return e().x(s).y(l)},t.defined=function(e){return arguments.length?(p=\"function\"==typeof e?e:n.i(i.a)(!!e),t):p},t.curve=function(e){return arguments.length?(d=e,null!=h&&(v=d(h)),t):d},t.context=function(e){return arguments.length?(null==e?h=v=null:v=d(h=e),t):h},t}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r});var r=Array.prototype.slice},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._k=(1-e)/6}e.b=r;var i=n(50),o=n(48);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:n.i(o.c)(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new r(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._k=(1-e)/6}e.b=r;var i=n(48);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:n.i(i.c)(this,t,e)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return new r(t,e)}return n.tension=function(e){return t(+e)},n}(0)},function(t,e,n){\"use strict\";function r(t){this._curve=t}function i(t){function e(e){return new r(t(e))}return e._curve=t,e}n.d(e,\"b\",function(){return a}),e.a=i;var o=n(49),a=i(o.a);r.prototype={areaStart:function(){this._curve.areaStart()},areaEnd:function(){this._curve.areaEnd()},lineStart:function(){this._curve.lineStart()},lineEnd:function(){this._curve.lineEnd()},point:function(t,e){this._curve.point(e*Math.sin(t),e*-Math.cos(t))}}},function(t,e,n){\"use strict\";function r(t){var e=t.curve;return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t.curve=function(t){return arguments.length?e(n.i(i.a)(t)):e()._curve},t}e.b=r;var i=n(141),o=n(75);e.a=function(){return r(n.i(o.a)().curve(i.b))}},function(t,e,n){\"use strict\";e.a=function(t,e){return[(e=+e)*Math.cos(t-=Math.PI/2),e*Math.sin(t)]}},function(t,e,n){\"use strict\";var r=n(35);e.a={draw:function(t,e){var n=Math.sqrt(e/r.b);t.moveTo(n,0),t.arc(0,0,n,0,r.c)}}},function(t,e,n){\"use strict\";e.a={draw:function(t,e){var n=Math.sqrt(e/5)/2;t.moveTo(-3*n,-n),t.lineTo(-n,-n),t.lineTo(-n,-3*n),t.lineTo(n,-3*n),t.lineTo(n,-n),t.lineTo(3*n,-n),t.lineTo(3*n,n),t.lineTo(n,n),t.lineTo(n,3*n),t.lineTo(-n,3*n),t.lineTo(-n,n),t.lineTo(-3*n,n),t.closePath()}}},function(t,e,n){\"use strict\";var r=Math.sqrt(1/3),i=2*r;e.a={draw:function(t,e){var n=Math.sqrt(e/i),o=n*r;t.moveTo(0,-n),t.lineTo(o,0),t.lineTo(0,n),t.lineTo(-o,0),t.closePath()}}},function(t,e,n){\"use strict\";e.a={draw:function(t,e){var n=Math.sqrt(e),r=-n/2;t.rect(r,r,n,n)}}},function(t,e,n){\"use strict\";var r=n(35),i=Math.sin(r.b/10)/Math.sin(7*r.b/10),o=Math.sin(r.c/10)*i,a=-Math.cos(r.c/10)*i;e.a={draw:function(t,e){var n=Math.sqrt(.8908130915292852*e),i=o*n,u=a*n;t.moveTo(0,-n),t.lineTo(i,u);for(var c=1;c<5;++c){var s=r.c*c/5,l=Math.cos(s),f=Math.sin(s);t.lineTo(f*n,-l*n),t.lineTo(l*i-f*u,f*i+l*u)}t.closePath()}}},function(t,e,n){\"use strict\";var r=Math.sqrt(3);e.a={draw:function(t,e){var n=-Math.sqrt(e/(3*r));t.moveTo(0,2*n),t.lineTo(-r*n,-n),t.lineTo(r*n,-n),t.closePath()}}},function(t,e,n){\"use strict\";var r=-.5,i=Math.sqrt(3)/2,o=1/Math.sqrt(12),a=3*(o/2+1);e.a={draw:function(t,e){var n=Math.sqrt(e/a),u=n/2,c=n*o,s=u,l=n*o+n,f=-s,p=l;t.moveTo(u,c),t.lineTo(s,l),t.lineTo(f,p),t.lineTo(r*u-i*c,i*u+r*c),t.lineTo(r*s-i*l,i*s+r*l),t.lineTo(r*f-i*p,i*f+r*p),t.lineTo(r*u+i*c,r*c-i*u),t.lineTo(r*s+i*l,r*l-i*s),t.lineTo(r*f+i*p,r*p-i*f),t.closePath()}}},function(t,e,n){\"use strict\";function r(t){return t.toISOString()}n.d(e,\"b\",function(){return o});var i=n(79),o=\"%Y-%m-%dT%H:%M:%S.%LZ\",a=Date.prototype.toISOString?r:n.i(i.d)(o);e.a=a},function(t,e,n){\"use strict\";function r(t){if(0<=t.y&&t.y<100){var e=new Date(-1,t.m,t.d,t.H,t.M,t.S,t.L);return e.setFullYear(t.y),e}return new Date(t.y,t.m,t.d,t.H,t.M,t.S,t.L)}function i(t){if(0<=t.y&&t.y<100){var e=new Date(Date.UTC(-1,t.m,t.d,t.H,t.M,t.S,t.L));return e.setUTCFullYear(t.y),e}return new Date(Date.UTC(t.y,t.m,t.d,t.H,t.M,t.S,t.L))}function o(t){return{y:t,m:0,d:1,H:0,M:0,S:0,L:0}}function a(t){function e(t,e){return function(n){var r,i,o,a=[],u=-1,c=0,s=t.length;for(n instanceof Date||(n=new Date(+n));++u<s;)37===t.charCodeAt(u)&&(a.push(t.slice(c,u)),null!=(i=dt[r=t.charAt(++u)])?r=t.charAt(++u):i=\"e\"===r?\" \":\"0\",(o=e[r])&&(r=o(n,i)),a.push(r),c=u+1);return a.push(t.slice(c,u)),a.join(\"\")}}function a(t,e){return function(r){var a,c,s=o(1900),l=u(s,t,r+=\"\",0);if(l!=r.length)return null;if(\"Q\"in s)return new Date(s.Q);if(\"p\"in s&&(s.H=s.H%12+12*s.p),\"V\"in s){if(s.V<1||s.V>53)return null;\"w\"in s||(s.w=1),\"Z\"in s?(a=i(o(s.y)),c=a.getUTCDay(),a=c>4||0===c?ht.a.ceil(a):n.i(ht.a)(a),a=ht.b.offset(a,7*(s.V-1)),s.y=a.getUTCFullYear(),s.m=a.getUTCMonth(),s.d=a.getUTCDate()+(s.w+6)%7):(a=e(o(s.y)),c=a.getDay(),a=c>4||0===c?ht.c.ceil(a):n.i(ht.c)(a),a=ht.d.offset(a,7*(s.V-1)),s.y=a.getFullYear(),s.m=a.getMonth(),s.d=a.getDate()+(s.w+6)%7)}else(\"W\"in s||\"U\"in s)&&(\"w\"in s||(s.w=\"u\"in s?s.u%7:\"W\"in s?1:0),c=\"Z\"in s?i(o(s.y)).getUTCDay():e(o(s.y)).getDay(),s.m=0,s.d=\"W\"in s?(s.w+6)%7+7*s.W-(c+5)%7:s.w+7*s.U-(c+6)%7);return\"Z\"in s?(s.H+=s.Z/100|0,s.M+=s.Z%100,i(s)):e(s)}}function u(t,e,n,r){for(var i,o,a=0,u=e.length,c=n.length;a<u;){if(r>=c)return-1;if(37===(i=e.charCodeAt(a++))){if(i=e.charAt(a++),!(o=Zt[i in dt?e.charAt(a++):i])||(r=o(t,n,r))<0)return-1}else if(i!=n.charCodeAt(r++))return-1}return r}function c(t,e,n){var r=Bt.exec(e.slice(n));return r?(t.p=Vt[r[0].toLowerCase()],n+r[0].length):-1}function vt(t,e,n){var r=Ht.exec(e.slice(n));return r?(t.w=qt[r[0].toLowerCase()],n+r[0].length):-1}function gt(t,e,n){var r=Wt.exec(e.slice(n));return r?(t.w=zt[r[0].toLowerCase()],n+r[0].length):-1}function mt(t,e,n){var r=Gt.exec(e.slice(n));return r?(t.m=$t[r[0].toLowerCase()],n+r[0].length):-1}function yt(t,e,n){var r=Yt.exec(e.slice(n));return r?(t.m=Kt[r[0].toLowerCase()],n+r[0].length):-1}function _t(t,e,n){return u(t,Ot,e,n)}function bt(t,e,n){return u(t,It,e,n)}function xt(t,e,n){return u(t,Dt,e,n)}function wt(t){return Ut[t.getDay()]}function Ct(t){return Lt[t.getDay()]}function kt(t){return jt[t.getMonth()]}function Et(t){return Ft[t.getMonth()]}function Mt(t){return Rt[+(t.getHours()>=12)]}function Tt(t){return Ut[t.getUTCDay()]}function St(t){return Lt[t.getUTCDay()]}function Nt(t){return jt[t.getUTCMonth()]}function At(t){return Ft[t.getUTCMonth()]}function Pt(t){return Rt[+(t.getUTCHours()>=12)]}var Ot=t.dateTime,It=t.date,Dt=t.time,Rt=t.periods,Lt=t.days,Ut=t.shortDays,Ft=t.months,jt=t.shortMonths,Bt=s(Rt),Vt=l(Rt),Wt=s(Lt),zt=l(Lt),Ht=s(Ut),qt=l(Ut),Yt=s(Ft),Kt=l(Ft),Gt=s(jt),$t=l(jt),Xt={a:wt,A:Ct,b:kt,B:Et,c:null,d:A,e:A,f:R,H:P,I:O,j:I,L:D,m:L,M:U,p:Mt,Q:ft,s:pt,S:F,u:j,U:B,V:V,w:W,W:z,x:null,X:null,y:H,Y:q,Z:Y,\"%\":lt},Qt={a:Tt,A:St,b:Nt,B:At,c:null,d:K,e:K,f:Z,H:G,I:$,j:X,L:Q,m:J,M:tt,p:Pt,Q:ft,s:pt,S:et,u:nt,U:rt,V:it,w:ot,W:at,x:null,X:null,y:ut,Y:ct,Z:st,\"%\":lt},Zt={a:vt,A:gt,b:mt,B:yt,c:_t,d:b,e:b,f:M,H:w,I:w,j:x,L:E,m:_,M:C,p:c,Q:S,s:N,S:k,u:p,U:h,V:d,w:f,W:v,x:bt,X:xt,y:m,Y:g,Z:y,\"%\":T};return Xt.x=e(It,Xt),Xt.X=e(Dt,Xt),Xt.c=e(Ot,Xt),Qt.x=e(It,Qt),Qt.X=e(Dt,Qt),Qt.c=e(Ot,Qt),{format:function(t){var n=e(t+=\"\",Xt);return n.toString=function(){return t},n},parse:function(t){var e=a(t+=\"\",r);return e.toString=function(){return t},e},utcFormat:function(t){var n=e(t+=\"\",Qt);return n.toString=function(){return t},n},utcParse:function(t){var e=a(t,i);return e.toString=function(){return t},e}}}function u(t,e,n){var r=t<0?\"-\":\"\",i=(r?-t:t)+\"\",o=i.length;return r+(o<n?new Array(n-o+1).join(e)+i:i)}function c(t){return t.replace(mt,\"\\\\$&\")}function s(t){return new RegExp(\"^(?:\"+t.map(c).join(\"|\")+\")\",\"i\")}function l(t){for(var e={},n=-1,r=t.length;++n<r;)e[t[n].toLowerCase()]=n;return e}function f(t,e,n){var r=vt.exec(e.slice(n,n+1));return r?(t.w=+r[0],n+r[0].length):-1}function p(t,e,n){var r=vt.exec(e.slice(n,n+1));return r?(t.u=+r[0],n+r[0].length):-1}function h(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.U=+r[0],n+r[0].length):-1}function d(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.V=+r[0],n+r[0].length):-1}function v(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.W=+r[0],n+r[0].length):-1}function g(t,e,n){var r=vt.exec(e.slice(n,n+4));return r?(t.y=+r[0],n+r[0].length):-1}function m(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.y=+r[0]+(+r[0]>68?1900:2e3),n+r[0].length):-1}function y(t,e,n){var r=/^(Z)|([+-]\\d\\d)(?::?(\\d\\d))?/.exec(e.slice(n,n+6));return r?(t.Z=r[1]?0:-(r[2]+(r[3]||\"00\")),n+r[0].length):-1}function _(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.m=r[0]-1,n+r[0].length):-1}function b(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.d=+r[0],n+r[0].length):-1}function x(t,e,n){var r=vt.exec(e.slice(n,n+3));return r?(t.m=0,t.d=+r[0],n+r[0].length):-1}function w(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.H=+r[0],n+r[0].length):-1}function C(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.M=+r[0],n+r[0].length):-1}function k(t,e,n){var r=vt.exec(e.slice(n,n+2));return r?(t.S=+r[0],n+r[0].length):-1}function E(t,e,n){var r=vt.exec(e.slice(n,n+3));return r?(t.L=+r[0],n+r[0].length):-1}function M(t,e,n){var r=vt.exec(e.slice(n,n+6));return r?(t.L=Math.floor(r[0]/1e3),n+r[0].length):-1}function T(t,e,n){var r=gt.exec(e.slice(n,n+1));return r?n+r[0].length:-1}function S(t,e,n){var r=vt.exec(e.slice(n));return r?(t.Q=+r[0],n+r[0].length):-1}function N(t,e,n){var r=vt.exec(e.slice(n));return r?(t.Q=1e3*+r[0],n+r[0].length):-1}function A(t,e){return u(t.getDate(),e,2)}function P(t,e){return u(t.getHours(),e,2)}function O(t,e){return u(t.getHours()%12||12,e,2)}function I(t,e){return u(1+ht.d.count(n.i(ht.e)(t),t),e,3)}function D(t,e){return u(t.getMilliseconds(),e,3)}function R(t,e){return D(t,e)+\"000\"}function L(t,e){return u(t.getMonth()+1,e,2)}function U(t,e){return u(t.getMinutes(),e,2)}function F(t,e){return u(t.getSeconds(),e,2)}function j(t){var e=t.getDay();return 0===e?7:e}function B(t,e){return u(ht.f.count(n.i(ht.e)(t),t),e,2)}function V(t,e){var r=t.getDay();return t=r>=4||0===r?n.i(ht.g)(t):ht.g.ceil(t),u(ht.g.count(n.i(ht.e)(t),t)+(4===n.i(ht.e)(t).getDay()),e,2)}function W(t){return t.getDay()}function z(t,e){return u(ht.c.count(n.i(ht.e)(t),t),e,2)}function H(t,e){return u(t.getFullYear()%100,e,2)}function q(t,e){return u(t.getFullYear()%1e4,e,4)}function Y(t){var e=t.getTimezoneOffset();return(e>0?\"-\":(e*=-1,\"+\"))+u(e/60|0,\"0\",2)+u(e%60,\"0\",2)}function K(t,e){return u(t.getUTCDate(),e,2)}function G(t,e){return u(t.getUTCHours(),e,2)}function $(t,e){return u(t.getUTCHours()%12||12,e,2)}function X(t,e){return u(1+ht.b.count(n.i(ht.h)(t),t),e,3)}function Q(t,e){return u(t.getUTCMilliseconds(),e,3)}function Z(t,e){return Q(t,e)+\"000\"}function J(t,e){return u(t.getUTCMonth()+1,e,2)}function tt(t,e){return u(t.getUTCMinutes(),e,2)}function et(t,e){return u(t.getUTCSeconds(),e,2)}function nt(t){var e=t.getUTCDay();return 0===e?7:e}function rt(t,e){return u(ht.i.count(n.i(ht.h)(t),t),e,2)}function it(t,e){var r=t.getUTCDay();return t=r>=4||0===r?n.i(ht.j)(t):ht.j.ceil(t),u(ht.j.count(n.i(ht.h)(t),t)+(4===n.i(ht.h)(t).getUTCDay()),e,2)}function ot(t){return t.getUTCDay()}function at(t,e){return u(ht.a.count(n.i(ht.h)(t),t),e,2)}function ut(t,e){return u(t.getUTCFullYear()%100,e,2)}function ct(t,e){return u(t.getUTCFullYear()%1e4,e,4)}function st(){return\"+0000\"}function lt(){return\"%\"}function ft(t){return+t}function pt(t){return Math.floor(+t/1e3)}e.a=a;var ht=n(80),dt={\"-\":\"\",_:\" \",0:\"0\"},vt=/^\\s*\\d+/,gt=/^%/,mt=/[\\\\^$*+?|[\\]().{}]/g},function(t,e,n){\"use strict\";var r=n(11),i={listen:function(t,e,n){return t.addEventListener?(t.addEventListener(e,n,!1),{remove:function(){t.removeEventListener(e,n,!1)}}):t.attachEvent?(t.attachEvent(\"on\"+e,n),{remove:function(){t.detachEvent(\"on\"+e,n)}}):void 0},capture:function(t,e,n){return t.addEventListener?(t.addEventListener(e,n,!0),{remove:function(){t.removeEventListener(e,n,!0)}}):{remove:r}},registerDefault:function(){}};t.exports=i},function(t,e,n){\"use strict\";function r(t){try{t.focus()}catch(t){}}t.exports=r},function(t,e,n){\"use strict\";function r(t){if(void 0===(t=t||(\"undefined\"!=typeof document?document:void 0)))return null;try{return t.activeElement||t.body}catch(e){return t.body}}t.exports=r},function(t,e){function n(){throw new Error(\"setTimeout has not been defined\")}function r(){throw new Error(\"clearTimeout has not been defined\")}function i(t){if(l===setTimeout)return setTimeout(t,0);if((l===n||!l)&&setTimeout)return l=setTimeout,setTimeout(t,0);try{return l(t,0)}catch(e){try{return l.call(null,t,0)}catch(e){return l.call(this,t,0)}}}function o(t){if(f===clearTimeout)return clearTimeout(t);if((f===r||!f)&&clearTimeout)return f=clearTimeout,clearTimeout(t);try{return f(t)}catch(e){try{return f.call(null,t)}catch(e){return f.call(this,t)}}}function a(){v&&h&&(v=!1,h.length?d=h.concat(d):g=-1,d.length&&u())}function u(){if(!v){var t=i(a);v=!0;for(var e=d.length;e;){for(h=d,d=[];++g<e;)h&&h[g].run();g=-1,e=d.length}h=null,v=!1,o(t)}}function c(t,e){this.fun=t,this.array=e}function s(){}var l,f,p=t.exports={};!function(){try{l=\"function\"==typeof setTimeout?setTimeout:n}catch(t){l=n}try{f=\"function\"==typeof clearTimeout?clearTimeout:r}catch(t){f=r}}();var h,d=[],v=!1,g=-1;p.nextTick=function(t){var e=new Array(arguments.length-1);if(arguments.length>1)for(var n=1;n<arguments.length;n++)e[n-1]=arguments[n];d.push(new c(t,e)),1!==d.length||v||i(u)},c.prototype.run=function(){this.fun.apply(null,this.array)},p.title=\"browser\",p.browser=!0,p.env={},p.argv=[],p.version=\"\",p.versions={},p.on=s,p.addListener=s,p.once=s,p.off=s,p.removeListener=s,p.removeAllListeners=s,p.emit=s,p.prependListener=s,p.prependOnceListener=s,p.listeners=function(t){return[]},p.binding=function(t){throw new Error(\"process.binding is not supported\")},p.cwd=function(){return\"/\"},p.chdir=function(t){throw new Error(\"process.chdir is not supported\")},p.umask=function(){return 0}},function(t,e,n){\"use strict\";var r=n(343);t.exports=function(t){return r(t,!1)}},function(t,e,n){\"use strict\";function r(t,e){return t+e.charAt(0).toUpperCase()+e.substring(1)}var i={animationIterationCount:!0,borderImageOutset:!0,borderImageSlice:!0,borderImageWidth:!0,boxFlex:!0,boxFlexGroup:!0,boxOrdinalGroup:!0,columnCount:!0,columns:!0,flex:!0,flexGrow:!0,flexPositive:!0,flexShrink:!0,flexNegative:!0,flexOrder:!0,gridRow:!0,gridRowEnd:!0,gridRowSpan:!0,gridRowStart:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnSpan:!0,gridColumnStart:!0,fontWeight:!0,lineClamp:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,tabSize:!0,widows:!0,zIndex:!0,zoom:!0,fillOpacity:!0,floodOpacity:!0,stopOpacity:!0,strokeDasharray:!0,strokeDashoffset:!0,strokeMiterlimit:!0,strokeOpacity:!0,strokeWidth:!0},o=[\"Webkit\",\"ms\",\"Moz\",\"O\"];Object.keys(i).forEach(function(t){o.forEach(function(e){i[r(e,t)]=i[t]})});var a={background:{backgroundAttachment:!0,backgroundColor:!0,backgroundImage:!0,backgroundPositionX:!0,backgroundPositionY:!0,backgroundRepeat:!0},backgroundPosition:{backgroundPositionX:!0,backgroundPositionY:!0},border:{borderWidth:!0,borderStyle:!0,borderColor:!0},borderBottom:{borderBottomWidth:!0,borderBottomStyle:!0,borderBottomColor:!0},borderLeft:{borderLeftWidth:!0,borderLeftStyle:!0,borderLeftColor:!0},borderRight:{borderRightWidth:!0,borderRightStyle:!0,borderRightColor:!0},borderTop:{borderTopWidth:!0,borderTopStyle:!0,borderTopColor:!0},font:{fontStyle:!0,fontVariant:!0,fontWeight:!0,fontSize:!0,lineHeight:!0,fontFamily:!0},outline:{outlineWidth:!0,outlineStyle:!0,outlineColor:!0}},u={isUnitlessNumber:i,shorthandPropertyExpansions:a};t.exports=u},function(t,e,n){\"use strict\";function r(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var i=n(1),o=n(18),a=(n(0),function(){function t(e){r(this,t),this._callbacks=null,this._contexts=null,this._arg=e}return t.prototype.enqueue=function(t,e){this._callbacks=this._callbacks||[],this._callbacks.push(t),this._contexts=this._contexts||[],this._contexts.push(e)},t.prototype.notifyAll=function(){var t=this._callbacks,e=this._contexts,n=this._arg;if(t&&e){t.length!==e.length&&i(\"24\"),this._callbacks=null,this._contexts=null;for(var r=0;r<t.length;r++)t[r].call(e[r],n);t.length=0,e.length=0}},t.prototype.checkpoint=function(){return this._callbacks?this._callbacks.length:0},t.prototype.rollback=function(t){this._callbacks&&this._contexts&&(this._callbacks.length=t,this._contexts.length=t)},t.prototype.reset=function(){this._callbacks=null,this._contexts=null},t.prototype.destructor=function(){this.reset()},t}());t.exports=o.addPoolingTo(a)},function(t,e,n){\"use strict\";function r(t){return!!s.hasOwnProperty(t)||!c.hasOwnProperty(t)&&(u.test(t)?(s[t]=!0,!0):(c[t]=!0,!1))}function i(t,e){return null==e||t.hasBooleanValue&&!e||t.hasNumericValue&&isNaN(e)||t.hasPositiveNumericValue&&e<1||t.hasOverloadedBooleanValue&&!1===e}var o=n(21),a=(n(4),n(9),n(407)),u=(n(2),new RegExp(\"^[\"+o.ATTRIBUTE_NAME_START_CHAR+\"][\"+o.ATTRIBUTE_NAME_CHAR+\"]*$\")),c={},s={},l={createMarkupForID:function(t){return o.ID_ATTRIBUTE_NAME+\"=\"+a(t)},setAttributeForID:function(t,e){t.setAttribute(o.ID_ATTRIBUTE_NAME,e)},createMarkupForRoot:function(){return o.ROOT_ATTRIBUTE_NAME+'=\"\"'},setAttributeForRoot:function(t){t.setAttribute(o.ROOT_ATTRIBUTE_NAME,\"\")},createMarkupForProperty:function(t,e){var n=o.properties.hasOwnProperty(t)?o.properties[t]:null;if(n){if(i(n,e))return\"\";var r=n.attributeName;return n.hasBooleanValue||n.hasOverloadedBooleanValue&&!0===e?r+'=\"\"':r+\"=\"+a(e)}return o.isCustomAttribute(t)?null==e?\"\":t+\"=\"+a(e):null},createMarkupForCustomAttribute:function(t,e){return r(t)&&null!=e?t+\"=\"+a(e):\"\"},setValueForProperty:function(t,e,n){var r=o.properties.hasOwnProperty(e)?o.properties[e]:null;if(r){var a=r.mutationMethod;if(a)a(t,n);else{if(i(r,n))return void this.deleteValueForProperty(t,e);if(r.mustUseProperty)t[r.propertyName]=n;else{var u=r.attributeName,c=r.attributeNamespace;c?t.setAttributeNS(c,u,\"\"+n):r.hasBooleanValue||r.hasOverloadedBooleanValue&&!0===n?t.setAttribute(u,\"\"):t.setAttribute(u,\"\"+n)}}}else if(o.isCustomAttribute(e))return void l.setValueForAttribute(t,e,n)},setValueForAttribute:function(t,e,n){if(r(e)){null==n?t.removeAttribute(e):t.setAttribute(e,\"\"+n)}},deleteValueForAttribute:function(t,e){t.removeAttribute(e)},deleteValueForProperty:function(t,e){var n=o.properties.hasOwnProperty(e)?o.properties[e]:null;if(n){var r=n.mutationMethod;if(r)r(t,void 0);else if(n.mustUseProperty){var i=n.propertyName;n.hasBooleanValue?t[i]=!1:t[i]=\"\"}else t.removeAttribute(n.attributeName)}else o.isCustomAttribute(e)&&t.removeAttribute(e)}};t.exports=l},function(t,e,n){\"use strict\";var r={hasCachedChildNodes:1};t.exports=r},function(t,e,n){\"use strict\";function r(){if(this._rootNodeID&&this._wrapperState.pendingUpdate){this._wrapperState.pendingUpdate=!1;var t=this._currentElement.props,e=u.getValue(t);null!=e&&i(this,Boolean(t.multiple),e)}}function i(t,e,n){var r,i,o=c.getNodeFromInstance(t).options;if(e){for(r={},i=0;i<n.length;i++)r[\"\"+n[i]]=!0;for(i=0;i<o.length;i++){var a=r.hasOwnProperty(o[i].value);o[i].selected!==a&&(o[i].selected=a)}}else{for(r=\"\"+n,i=0;i<o.length;i++)if(o[i].value===r)return void(o[i].selected=!0);o.length&&(o[0].selected=!0)}}function o(t){var e=this._currentElement.props,n=u.executeOnChange(e,t);return this._rootNodeID&&(this._wrapperState.pendingUpdate=!0),s.asap(r,this),n}var a=n(3),u=n(86),c=n(4),s=n(12),l=(n(2),!1),f={getHostProps:function(t,e){return a({},e,{onChange:t._wrapperState.onChange,value:void 0})},mountWrapper:function(t,e){var n=u.getValue(e);t._wrapperState={pendingUpdate:!1,initialValue:null!=n?n:e.defaultValue,listeners:null,onChange:o.bind(t),wasMultiple:Boolean(e.multiple)},void 0===e.value||void 0===e.defaultValue||l||(l=!0)},getSelectValueContext:function(t){return t._wrapperState.initialValue},postUpdateWrapper:function(t){var e=t._currentElement.props;t._wrapperState.initialValue=void 0;var n=t._wrapperState.wasMultiple;t._wrapperState.wasMultiple=Boolean(e.multiple);var r=u.getValue(e);null!=r?(t._wrapperState.pendingUpdate=!1,i(t,Boolean(e.multiple),r)):n!==Boolean(e.multiple)&&(null!=e.defaultValue?i(t,Boolean(e.multiple),e.defaultValue):i(t,Boolean(e.multiple),e.multiple?[]:\"\"))}};t.exports=f},function(t,e,n){\"use strict\";var r,i={injectEmptyComponentFactory:function(t){r=t}},o={create:function(t){return r(t)}};o.injection=i,t.exports=o},function(t,e,n){\"use strict\";var r={logTopLevelRenders:!1};t.exports=r},function(t,e,n){\"use strict\";function r(t){return u||a(\"111\",t.type),new u(t)}function i(t){return new c(t)}function o(t){return t instanceof c}var a=n(1),u=(n(0),null),c=null,s={injectGenericComponentClass:function(t){u=t},injectTextComponentClass:function(t){c=t}},l={createInternalComponent:r,createInstanceForText:i,isTextComponent:o,injection:s};t.exports=l},function(t,e,n){\"use strict\";function r(t){return o(document.documentElement,t)}var i=n(367),o=n(331),a=n(154),u=n(155),c={hasSelectionCapabilities:function(t){var e=t&&t.nodeName&&t.nodeName.toLowerCase();return e&&(\"input\"===e&&\"text\"===t.type||\"textarea\"===e||\"true\"===t.contentEditable)},getSelectionInformation:function(){var t=u();return{focusedElem:t,selectionRange:c.hasSelectionCapabilities(t)?c.getSelection(t):null}},restoreSelection:function(t){var e=u(),n=t.focusedElem,i=t.selectionRange;e!==n&&r(n)&&(c.hasSelectionCapabilities(n)&&c.setSelection(n,i),a(n))},getSelection:function(t){var e;if(\"selectionStart\"in t)e={start:t.selectionStart,end:t.selectionEnd};else if(document.selection&&t.nodeName&&\"input\"===t.nodeName.toLowerCase()){var n=document.selection.createRange();n.parentElement()===t&&(e={start:-n.moveStart(\"character\",-t.value.length),end:-n.moveEnd(\"character\",-t.value.length)})}else e=i.getOffsets(t);return e||{start:0,end:0}},setSelection:function(t,e){var n=e.start,r=e.end;if(void 0===r&&(r=n),\"selectionStart\"in t)t.selectionStart=n,t.selectionEnd=Math.min(r,t.value.length);else if(document.selection&&t.nodeName&&\"input\"===t.nodeName.toLowerCase()){var o=t.createTextRange();o.collapse(!0),o.moveStart(\"character\",n),o.moveEnd(\"character\",r-n),o.select()}else i.setOffsets(t,e)}};t.exports=c},function(t,e,n){\"use strict\";function r(t,e){for(var n=Math.min(t.length,e.length),r=0;r<n;r++)if(t.charAt(r)!==e.charAt(r))return r;return t.length===e.length?-1:n}function i(t){return t?t.nodeType===D?t.documentElement:t.firstChild:null}function o(t){return t.getAttribute&&t.getAttribute(P)||\"\"}function a(t,e,n,r,i){var o;if(x.logTopLevelRenders){var a=t._currentElement.props.child,u=a.type;o=\"React mount: \"+(\"string\"==typeof u?u:u.displayName||u.name),console.time(o)}var c=k.mountComponent(t,n,null,_(t,e),i,0);o&&console.timeEnd(o),t._renderedComponent._topLevelWrapper=t,j._mountImageIntoNode(c,e,t,r,n)}function u(t,e,n,r){var i=M.ReactReconcileTransaction.getPooled(!n&&b.useCreateElement);i.perform(a,null,t,e,i,n,r),M.ReactReconcileTransaction.release(i)}function c(t,e,n){for(k.unmountComponent(t,n),e.nodeType===D&&(e=e.documentElement);e.lastChild;)e.removeChild(e.lastChild)}function s(t){var e=i(t);if(e){var n=y.getInstanceFromNode(e);return!(!n||!n._hostParent)}}function l(t){return!(!t||t.nodeType!==I&&t.nodeType!==D&&t.nodeType!==R)}function f(t){var e=i(t),n=e&&y.getInstanceFromNode(e);return n&&!n._hostParent?n:null}function p(t){var e=f(t);return e?e._hostContainerInfo._topLevelWrapper:null}var h=n(1),d=n(20),v=n(21),g=n(26),m=n(53),y=(n(15),n(4)),_=n(361),b=n(363),x=n(164),w=n(39),C=(n(9),n(377)),k=n(24),E=n(89),M=n(12),T=n(51),S=n(174),N=(n(0),n(57)),A=n(96),P=(n(2),v.ID_ATTRIBUTE_NAME),O=v.ROOT_ATTRIBUTE_NAME,I=1,D=9,R=11,L={},U=1,F=function(){this.rootID=U++};F.prototype.isReactComponent={},F.prototype.render=function(){return this.props.child},F.isReactTopLevelWrapper=!0;var j={TopLevelWrapper:F,_instancesByReactRootID:L,scrollMonitor:function(t,e){e()},_updateRootComponent:function(t,e,n,r,i){return j.scrollMonitor(r,function(){E.enqueueElementInternal(t,e,n),i&&E.enqueueCallbackInternal(t,i)}),t},_renderNewRootComponent:function(t,e,n,r){l(e)||h(\"37\"),m.ensureScrollValueMonitoring();var i=S(t,!1);M.batchedUpdates(u,i,e,n,r);var o=i._instance.rootID;return L[o]=i,i},renderSubtreeIntoContainer:function(t,e,n,r){return null!=t&&w.has(t)||h(\"38\"),j._renderSubtreeIntoContainer(t,e,n,r)},_renderSubtreeIntoContainer:function(t,e,n,r){E.validateCallback(r,\"ReactDOM.render\"),g.isValidElement(e)||h(\"39\",\"string\"==typeof e?\" Instead of passing a string like 'div', pass React.createElement('div') or <div />.\":\"function\"==typeof e?\" Instead of passing a class like Foo, pass React.createElement(Foo) or <Foo />.\":null!=e&&void 0!==e.props?\" This may be caused by unintentionally loading two independent copies of React.\":\"\");var a,u=g.createElement(F,{child:e});if(t){var c=w.get(t);a=c._processChildContext(c._context)}else a=T;var l=p(n);if(l){var f=l._currentElement,d=f.props.child;if(A(d,e)){var v=l._renderedComponent.getPublicInstance(),m=r&&function(){r.call(v)};return j._updateRootComponent(l,u,a,n,m),v}j.unmountComponentAtNode(n)}var y=i(n),_=y&&!!o(y),b=s(n),x=_&&!l&&!b,C=j._renderNewRootComponent(u,n,x,a)._renderedComponent.getPublicInstance();return r&&r.call(C),C},render:function(t,e,n){return j._renderSubtreeIntoContainer(null,t,e,n)},unmountComponentAtNode:function(t){l(t)||h(\"40\");var e=p(t);if(!e){s(t),1===t.nodeType&&t.hasAttribute(O);return!1}return delete L[e._instance.rootID],M.batchedUpdates(c,e,t,!1),!0},_mountImageIntoNode:function(t,e,n,o,a){if(l(e)||h(\"41\"),o){var u=i(e);if(C.canReuseMarkup(t,u))return void y.precacheNode(n,u);var c=u.getAttribute(C.CHECKSUM_ATTR_NAME);u.removeAttribute(C.CHECKSUM_ATTR_NAME);var s=u.outerHTML;u.setAttribute(C.CHECKSUM_ATTR_NAME,c);var f=t,p=r(f,s),v=\" (client) \"+f.substring(p-20,p+20)+\"\\n (server) \"+s.substring(p-20,p+20);e.nodeType===D&&h(\"42\",v)}if(e.nodeType===D&&h(\"43\"),a.useCreateElement){for(;e.lastChild;)e.removeChild(e.lastChild);d.insertTreeBefore(e,t,null)}else N(e,t),y.precacheNode(n,e.firstChild)}};t.exports=j},function(t,e,n){\"use strict\";var r=n(1),i=n(26),o=(n(0),{HOST:0,COMPOSITE:1,EMPTY:2,getType:function(t){return null===t||!1===t?o.EMPTY:i.isValidElement(t)?\"function\"==typeof t.type?o.COMPOSITE:o.HOST:void r(\"26\",t)}});t.exports=o},function(t,e,n){\"use strict\";function r(t,e){return null==e&&i(\"30\"),null==t?e:Array.isArray(t)?Array.isArray(e)?(t.push.apply(t,e),t):(t.push(e),t):Array.isArray(e)?[t].concat(e):[t,e]}var i=n(1);n(0);t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){Array.isArray(t)?t.forEach(e,n):t&&e.call(n,t)}t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e;(e=t._renderedNodeType)===i.COMPOSITE;)t=t._renderedComponent;return e===i.HOST?t._renderedComponent:e===i.EMPTY?null:void 0}var i=n(168);t.exports=r},function(t,e,n){\"use strict\";function r(){return!o&&i.canUseDOM&&(o=\"textContent\"in document.documentElement?\"textContent\":\"innerText\"),o}var i=n(6),o=null;t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t.type,n=t.nodeName;return n&&\"input\"===n.toLowerCase()&&(\"checkbox\"===e||\"radio\"===e)}function i(t){return t._wrapperState.valueTracker}function o(t,e){t._wrapperState.valueTracker=e}function a(t){t._wrapperState.valueTracker=null}function u(t){var e;return t&&(e=r(t)?\"\"+t.checked:t.value),e}var c=n(4),s={_getTrackerFromNode:function(t){return i(c.getInstanceFromNode(t))},track:function(t){if(!i(t)){var e=c.getNodeFromInstance(t),n=r(e)?\"checked\":\"value\",u=Object.getOwnPropertyDescriptor(e.constructor.prototype,n),s=\"\"+e[n];e.hasOwnProperty(n)||\"function\"!=typeof u.get||\"function\"!=typeof u.set||(Object.defineProperty(e,n,{enumerable:u.enumerable,configurable:!0,get:function(){return u.get.call(this)},set:function(t){s=\"\"+t,u.set.call(this,t)}}),o(t,{getValue:function(){return s},setValue:function(t){s=\"\"+t},stopTracking:function(){a(t),delete e[n]}}))}},updateValueIfChanged:function(t){if(!t)return!1;var e=i(t);if(!e)return s.track(t),!0;var n=e.getValue(),r=u(c.getNodeFromInstance(t));return r!==n&&(e.setValue(r),!0)},stopTracking:function(t){var e=i(t);e&&e.stopTracking()}};t.exports=s},function(t,e,n){\"use strict\";function r(t){if(t){var e=t.getName();if(e)return\" Check the render method of `\"+e+\"`.\"}return\"\"}function i(t){return\"function\"==typeof t&&void 0!==t.prototype&&\"function\"==typeof t.prototype.mountComponent&&\"function\"==typeof t.prototype.receiveComponent}function o(t,e){var n;if(null===t||!1===t)n=s.create(o);else if(\"object\"==typeof t){var u=t,c=u.type;if(\"function\"!=typeof c&&\"string\"!=typeof c){var p=\"\";p+=r(u._owner),a(\"130\",null==c?c:typeof c,p)}\"string\"==typeof u.type?n=l.createInternalComponent(u):i(u.type)?(n=new u.type(u),n.getHostNode||(n.getHostNode=n.getNativeNode)):n=new f(u)}else\"string\"==typeof t||\"number\"==typeof t?n=l.createInstanceForText(t):a(\"131\",typeof t);return n._mountIndex=0,n._mountImage=null,n}var a=n(1),u=n(3),c=n(358),s=n(163),l=n(165),f=(n(420),n(0),n(2),function(t){this.construct(t)});u(f.prototype,c,{_instantiateReactComponent:o}),t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=t&&t.nodeName&&t.nodeName.toLowerCase();return\"input\"===e?!!i[t.type]:\"textarea\"===e}var i={color:!0,date:!0,datetime:!0,\"datetime-local\":!0,email:!0,month:!0,number:!0,password:!0,range:!0,search:!0,tel:!0,text:!0,time:!0,url:!0,week:!0};t.exports=r},function(t,e,n){\"use strict\";var r=n(6),i=n(56),o=n(57),a=function(t,e){if(e){var n=t.firstChild;if(n&&n===t.lastChild&&3===n.nodeType)return void(n.nodeValue=e)}t.textContent=e};r.canUseDOM&&(\"textContent\"in document.documentElement||(a=function(t,e){if(3===t.nodeType)return void(t.nodeValue=e);o(t,i(e))})),t.exports=a},function(t,e,n){\"use strict\";function r(t,e){return t&&\"object\"==typeof t&&null!=t.key?s.escape(t.key):e.toString(36)}function i(t,e,n,o){var p=typeof t;if(\"undefined\"!==p&&\"boolean\"!==p||(t=null),null===t||\"string\"===p||\"number\"===p||\"object\"===p&&t.$$typeof===u)return n(o,t,\"\"===e?l+r(t,0):e),1;var h,d,v=0,g=\"\"===e?l:e+f;if(Array.isArray(t))for(var m=0;m<t.length;m++)h=t[m],d=g+r(h,m),v+=i(h,d,n,o);else{var y=c(t);if(y){var _,b=y.call(t);if(y!==t.entries)for(var x=0;!(_=b.next()).done;)h=_.value,d=g+r(h,x++),v+=i(h,d,n,o);else for(;!(_=b.next()).done;){var w=_.value;w&&(h=w[1],d=g+s.escape(w[0])+f+r(h,0),v+=i(h,d,n,o))}}else if(\"object\"===p){var C=\"\",k=String(t);a(\"31\",\"[object Object]\"===k?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":k,C)}}return v}function o(t,e,n){return null==t?0:i(t,\"\",e,n)}var a=n(1),u=(n(15),n(373)),c=n(404),s=(n(0),n(85)),l=(n(2),\".\"),f=\":\";t.exports=o},function(t,e,n){\"use strict\";function r(t,e,n){this.props=t,this.context=e,this.refs=s,this.updater=n||c}function i(t,e,n){this.props=t,this.context=e,this.refs=s,this.updater=n||c}function o(){}var a=n(40),u=n(3),c=n(181),s=(n(182),n(51));n(0),n(421);r.prototype.isReactComponent={},r.prototype.setState=function(t,e){\"object\"!=typeof t&&\"function\"!=typeof t&&null!=t&&a(\"85\"),this.updater.enqueueSetState(this,t),e&&this.updater.enqueueCallback(this,e,\"setState\")},r.prototype.forceUpdate=function(t){this.updater.enqueueForceUpdate(this),t&&this.updater.enqueueCallback(this,t,\"forceUpdate\")};o.prototype=r.prototype,i.prototype=new o,i.prototype.constructor=i,u(i.prototype,r.prototype),i.prototype.isPureReactComponent=!0,t.exports={Component:r,PureComponent:i}},function(t,e,n){\"use strict\";function r(t){var e=Function.prototype.toString,n=Object.prototype.hasOwnProperty,r=RegExp(\"^\"+e.call(n).replace(/[\\\\^$.*+?()[\\]{}|]/g,\"\\\\$&\").replace(/hasOwnProperty|(function).*?(?=\\\\\\()| for .+?(?=\\\\\\])/g,\"$1.*?\")+\"$\");try{var i=e.call(t);return r.test(i)}catch(t){return!1}}function i(t){var e=s(t);if(e){var n=e.childIDs;l(t),n.forEach(i)}}function o(t,e,n){return\"\\n    in \"+(t||\"Unknown\")+(e?\" (at \"+e.fileName.replace(/^.*[\\\\\\/]/,\"\")+\":\"+e.lineNumber+\")\":n?\" (created by \"+n+\")\":\"\")}function a(t){return null==t?\"#empty\":\"string\"==typeof t||\"number\"==typeof t?\"#text\":\"string\"==typeof t.type?t.type:t.type.displayName||t.type.name||\"Unknown\"}function u(t){var e,n=E.getDisplayName(t),r=E.getElement(t),i=E.getOwnerID(t);return i&&(e=E.getDisplayName(i)),o(n,r&&r._source,e)}var c,s,l,f,p,h,d,v=n(40),g=n(15),m=(n(0),n(2),\"function\"==typeof Array.from&&\"function\"==typeof Map&&r(Map)&&null!=Map.prototype&&\"function\"==typeof Map.prototype.keys&&r(Map.prototype.keys)&&\"function\"==typeof Set&&r(Set)&&null!=Set.prototype&&\"function\"==typeof Set.prototype.keys&&r(Set.prototype.keys));if(m){var y=new Map,_=new Set;c=function(t,e){y.set(t,e)},s=function(t){return y.get(t)},l=function(t){y.delete(t)},f=function(){return Array.from(y.keys())},p=function(t){_.add(t)},h=function(t){_.delete(t)},d=function(){return Array.from(_.keys())}}else{var b={},x={},w=function(t){return\".\"+t},C=function(t){return parseInt(t.substr(1),10)};c=function(t,e){var n=w(t);b[n]=e},s=function(t){var e=w(t);return b[e]},l=function(t){var e=w(t);delete b[e]},f=function(){return Object.keys(b).map(C)},p=function(t){var e=w(t);x[e]=!0},h=function(t){var e=w(t);delete x[e]},d=function(){return Object.keys(x).map(C)}}var k=[],E={onSetChildren:function(t,e){var n=s(t);n||v(\"144\"),n.childIDs=e;for(var r=0;r<e.length;r++){var i=e[r],o=s(i);o||v(\"140\"),null==o.childIDs&&\"object\"==typeof o.element&&null!=o.element&&v(\"141\"),o.isMounted||v(\"71\"),null==o.parentID&&(o.parentID=t),o.parentID!==t&&v(\"142\",i,o.parentID,t)}},onBeforeMountComponent:function(t,e,n){c(t,{element:e,parentID:n,text:null,childIDs:[],isMounted:!1,updateCount:0})},onBeforeUpdateComponent:function(t,e){var n=s(t);n&&n.isMounted&&(n.element=e)},onMountComponent:function(t){var e=s(t);e||v(\"144\"),e.isMounted=!0,0===e.parentID&&p(t)},onUpdateComponent:function(t){var e=s(t);e&&e.isMounted&&e.updateCount++},onUnmountComponent:function(t){var e=s(t);if(e){e.isMounted=!1;0===e.parentID&&h(t)}k.push(t)},purgeUnmountedComponents:function(){if(!E._preventPurging){for(var t=0;t<k.length;t++){i(k[t])}k.length=0}},isMounted:function(t){var e=s(t);return!!e&&e.isMounted},getCurrentStackAddendum:function(t){var e=\"\";if(t){var n=a(t),r=t._owner;e+=o(n,t._source,r&&r.getName())}var i=g.current,u=i&&i._debugID;return e+=E.getStackAddendumByID(u)},getStackAddendumByID:function(t){for(var e=\"\";t;)e+=u(t),t=E.getParentID(t);return e},getChildIDs:function(t){var e=s(t);return e?e.childIDs:[]},getDisplayName:function(t){var e=E.getElement(t);return e?a(e):null},getElement:function(t){var e=s(t);return e?e.element:null},getOwnerID:function(t){var e=E.getElement(t);return e&&e._owner?e._owner._debugID:null},getParentID:function(t){var e=s(t);return e?e.parentID:null},getSource:function(t){var e=s(t),n=e?e.element:null;return null!=n?n._source:null},getText:function(t){var e=E.getElement(t);return\"string\"==typeof e?e:\"number\"==typeof e?\"\"+e:null},getUpdateCount:function(t){var e=s(t);return e?e.updateCount:0},getRootIDs:d,getRegisteredIDs:f,pushNonStandardWarningStack:function(t,e){if(\"function\"==typeof console.reactStack){var n=[],r=g.current,i=r&&r._debugID;try{for(t&&n.push({name:i?E.getDisplayName(i):null,fileName:e?e.fileName:null,lineNumber:e?e.lineNumber:null});i;){var o=E.getElement(i),a=E.getParentID(i),u=E.getOwnerID(i),c=u?E.getDisplayName(u):null,s=o&&o._source;n.push({name:c,fileName:s?s.fileName:null,lineNumber:s?s.lineNumber:null}),i=a}}catch(t){}console.reactStack(n)}},popNonStandardWarningStack:function(){\"function\"==typeof console.reactStackEnd&&console.reactStackEnd()}};t.exports=E},function(t,e,n){\"use strict\";var r=\"function\"==typeof Symbol&&Symbol.for&&Symbol.for(\"react.element\")||60103;t.exports=r},function(t,e,n){\"use strict\";var r=(n(2),{isMounted:function(t){return!1},enqueueCallback:function(t,e){},enqueueForceUpdate:function(t){},enqueueReplaceState:function(t,e){},enqueueSetState:function(t,e){}});t.exports=r},function(t,e,n){\"use strict\";var r=!1;t.exports=r},,function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&\"function\"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?\"symbol\":typeof t},c=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),s=n(41),l=r(s),f=n(129),p=n(66),h=(n(7),n(29)),d=n(78),v=n(112),g=n(136),m=n(10),y=n(38),_=n(58),b=r(_),x=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return window.lastAdditiveForceArrayVisualizer=t,t.topOffset=28,t.leftOffset=80,t.height=350,t.effectFormat=(0,h.format)(\".2\"),t.redraw=(0,y.debounce)(function(){return t.draw()},200),t}return a(e,t),c(e,[{key:\"componentDidMount\",value:function(){var t=this;this.mainGroup=this.svg.append(\"g\"),this.onTopGroup=this.svg.append(\"g\"),this.xaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-xaxis\"),this.yaxisElement=this.onTopGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-array-yaxis\"),this.hoverGroup1=this.svg.append(\"g\"),this.hoverGroup2=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.hoverLine=this.svg.append(\"line\"),this.hoverxOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hoverx=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.hoverxTitle=this.svg.append(\"text\").attr(\"text-anchor\",\"middle\").attr(\"opacity\",.6).attr(\"font-size\",\"12px\"),this.hoveryOutline=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#fff\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",\"6\").attr(\"font-size\",\"12px\"),this.hovery=this.svg.append(\"text\").attr(\"text-anchor\",\"end\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").attr(\"font-size\",\"12px\"),this.xlabel=this.wrapper.select(\".additive-force-array-xlabel\"),this.ylabel=this.wrapper.select(\".additive-force-array-ylabel\");var e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in b.default.colors?e=b.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=b.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),this.colors=e.map(function(t){return(0,m.hsl)(t)}),this.brighterColors=[1.45,1.6].map(function(e,n){return t.colors[n].brighter(e)});var n=(0,h.format)(\",.4\");if(null!=this.props.ordering_keys&&null!=this.props.ordering_keys_time_format){var r=function(t){return\"object\"==(void 0===t?\"undefined\":u(t))?this.formatTime(t):n(t)};this.parseTime=(0,d.timeParse)(this.props.ordering_keys_time_format),this.formatTime=(0,d.timeFormat)(this.props.ordering_keys_time_format),this.xtickFormat=r}else this.parseTime=null,this.formatTime=null,this.xtickFormat=n;this.xscale=(0,p.scaleLinear)(),this.xaxis=(0,v.axisBottom)().scale(this.xscale).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.xtickFormat(e)}).tickPadding(-18),this.ytickFormat=n,this.yscale=(0,p.scaleLinear)(),this.yaxis=(0,v.axisLeft)().scale(this.yscale).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.ytickFormat(t.invLinkFunction(e))}).tickPadding(2),this.xlabel.node().onchange=function(){return t.internalDraw()},this.ylabel.node().onchange=function(){return t.internalDraw()},this.svg.on(\"mousemove\",function(e){return t.mouseMoved(e)}),this.svg.on(\"click\",function(e){return alert(\"This original index of the sample you clicked is \"+t.nearestExpIndex)}),this.svg.on(\"mouseout\",function(e){return t.mouseOut(e)}),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"mouseOut\",value:function(){this.hoverLine.attr(\"display\",\"none\"),this.hoverx.attr(\"display\",\"none\"),this.hoverxOutline.attr(\"display\",\"none\"),this.hoverxTitle.attr(\"display\",\"none\"),this.hovery.attr(\"display\",\"none\"),this.hoveryOutline.attr(\"display\",\"none\"),this.hoverGroup1.attr(\"display\",\"none\"),this.hoverGroup2.attr(\"display\",\"none\")}},{key:\"mouseMoved\",value:function(t){var e=this,n=void 0,r=void 0;this.hoverLine.attr(\"display\",\"\"),this.hoverx.attr(\"display\",\"\"),this.hoverxOutline.attr(\"display\",\"\"),this.hoverxTitle.attr(\"display\",\"\"),this.hovery.attr(\"display\",\"\"),this.hoveryOutline.attr(\"display\",\"\"),this.hoverGroup1.attr(\"display\",\"\"),this.hoverGroup2.attr(\"display\",\"\");var i=(0,f.mouse)(this.svg.node())[0];if(this.props.explanations){for(n=0;n<this.props.explanations.length;++n)(!r||Math.abs(r.xmapScaled-i)>Math.abs(this.props.explanations[n].xmapScaled-i))&&(r=this.props.explanations[n],this.nearestExpIndex=n);this.hoverLine.attr(\"x1\",r.xmapScaled).attr(\"x2\",r.xmapScaled).attr(\"y1\",0+this.topOffset).attr(\"y2\",this.height),this.hoverx.attr(\"x\",r.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(r.xmap)),this.hoverxOutline.attr(\"x\",r.xmapScaled).attr(\"y\",this.topOffset-5).text(this.xtickFormat(r.xmap)),this.hoverxTitle.attr(\"x\",r.xmapScaled).attr(\"y\",this.topOffset-18).text(r.count>1?r.count+\" averaged samples\":\"\"),this.hovery.attr(\"x\",this.leftOffset-6).attr(\"y\",r.joinPointy).text(this.ytickFormat(this.invLinkFunction(r.joinPoint))),this.hoveryOutline.attr(\"x\",this.leftOffset-6).attr(\"y\",r.joinPointy).text(this.ytickFormat(this.invLinkFunction(r.joinPoint)));for(var o=(this.props.featureNames.length,[]),a=void 0,u=void 0,c=this.currPosOrderedFeatures.length-1;c>=0;--c){var s=this.currPosOrderedFeatures[c],l=r.features[s];u=5+(l.posyTop+l.posyBottom)/2,(!a||u-a>=15)&&l.posyTop-l.posyBottom>=6&&(o.push(l),a=u)}var p=[];a=void 0;var h=!0,d=!1,v=void 0;try{for(var g,m=this.currNegOrderedFeatures[Symbol.iterator]();!(h=(g=m.next()).done);h=!0){var y=g.value,_=r.features[y];u=5+(_.negyTop+_.negyBottom)/2,(!a||a-u>=15)&&_.negyTop-_.negyBottom>=6&&(p.push(_),a=u)}}catch(t){d=!0,v=t}finally{try{!h&&m.return&&m.return()}finally{if(d)throw v}}var b=function(t){var n=\"\";return null!==t.value&&void 0!==t.value&&(n=\" = \"+(isNaN(t.value)?t.value:e.ytickFormat(t.value))),r.count>1?\"mean(\"+e.props.featureNames[t.ind]+\")\"+n:e.props.featureNames[t.ind]+n},x=this.hoverGroup1.selectAll(\".pos-values\").data(o);x.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(x).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.posyTop+t.posyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(b),x.exit().remove();var w=this.hoverGroup2.selectAll(\".pos-values\").data(o);w.enter().append(\"text\").attr(\"class\",\"pos-values\").merge(w).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.posyTop+t.posyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[0]).text(b),w.exit().remove();var C=this.hoverGroup1.selectAll(\".neg-values\").data(p);C.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(C).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.negyTop+t.negyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").attr(\"opacity\",1).text(b),C.exit().remove();var k=this.hoverGroup2.selectAll(\".neg-values\").data(p);k.enter().append(\"text\").attr(\"class\",\"neg-values\").merge(k).attr(\"x\",r.xmapScaled+5).attr(\"y\",function(t){return 4+(t.negyTop+t.negyBottom)/2}).attr(\"text-anchor\",\"start\").attr(\"font-size\",12).attr(\"fill\",this.colors[1]).text(b),k.exit().remove()}}},{key:\"draw\",value:function(){var t=this;if(this.props.explanations&&0!==this.props.explanations.length){(0,y.each)(this.props.explanations,function(t,e){return t.origInd=e});var e={},n={},r={},i=!0,o=!1,a=void 0;try{for(var u,c=this.props.explanations[Symbol.iterator]();!(i=(u=c.next()).done);i=!0){var s=u.value;for(var l in s.features)void 0===e[l]&&(e[l]=0,n[l]=0,r[l]=0),s.features[l].effect>0?e[l]+=s.features[l].effect:n[l]-=s.features[l].effect,null!==s.features[l].value&&void 0!==s.features[l].value&&(r[l]+=1)}}catch(t){o=!0,a=t}finally{try{!i&&c.return&&c.return()}finally{if(o)throw a}}this.usedFeatures=(0,y.sortBy)((0,y.keys)(e),function(t){return-(e[t]+n[t])}),console.log(\"found \",this.usedFeatures.length,\" used features\"),this.posOrderedFeatures=(0,y.sortBy)(this.usedFeatures,function(t){return e[t]}),this.negOrderedFeatures=(0,y.sortBy)(this.usedFeatures,function(t){return-n[t]}),this.singleValueFeatures=(0,y.filter)(this.usedFeatures,function(t){return r[t]>0});var f=[\"sample order by similarity\",\"sample order by output value\",\"original sample ordering\"].concat(this.singleValueFeatures.map(function(e){return t.props.featureNames[e]}));null!=this.props.ordering_keys&&f.unshift(\"sample order by key\");var p=this.xlabel.selectAll(\"option\").data(f);p.enter().append(\"option\").merge(p).attr(\"value\",function(t){return t}).text(function(t){return t}),p.exit().remove();var h=this.props.outNames[0]?this.props.outNames[0]:\"model output value\";f=(0,y.map)(this.usedFeatures,function(e){return[t.props.featureNames[e],t.props.featureNames[e]+\" effects\"]}),f.unshift([\"model output value\",h]);var d=this.ylabel.selectAll(\"option\").data(f);d.enter().append(\"option\").merge(d).attr(\"value\",function(t){return t[0]}).text(function(t){return t[1]}),d.exit().remove(),this.ylabel.style(\"top\",(this.height-10-this.topOffset)/2+this.topOffset+\"px\").style(\"left\",10-this.ylabel.node().offsetWidth/2+\"px\"),this.internalDraw()}}},{key:\"internalDraw\",value:function(){var t=this,e=!0,n=!1,r=void 0;try{for(var i,o=this.props.explanations[Symbol.iterator]();!(e=(i=o.next()).done);e=!0){var a=i.value,u=!0,c=!1,s=void 0;try{for(var l,f=this.usedFeatures[Symbol.iterator]();!(u=(l=f.next()).done);u=!0){var h=l.value;a.features.hasOwnProperty(h)||(a.features[h]={effect:0,value:0}),a.features[h].ind=h}}catch(t){c=!0,s=t}finally{try{!u&&f.return&&f.return()}finally{if(c)throw s}}}}catch(t){n=!0,r=t}finally{try{!e&&o.return&&o.return()}finally{if(n)throw r}}var d=void 0,v=this.xlabel.node().value,m=\"sample order by key\"===v&&null!=this.props.ordering_keys_time_format;if(this.xscale=m?(0,p.scaleTime)():(0,p.scaleLinear)(),this.xaxis.scale(this.xscale),\"sample order by similarity\"===v)d=(0,y.sortBy)(this.props.explanations,function(t){return t.simIndex}),(0,y.each)(d,function(t,e){return t.xmap=e});else if(\"sample order by output value\"===v)d=(0,y.sortBy)(this.props.explanations,function(t){return-t.outValue}),(0,y.each)(d,function(t,e){return t.xmap=e});else if(\"original sample ordering\"===v)d=(0,y.sortBy)(this.props.explanations,function(t){return t.origInd}),(0,y.each)(d,function(t,e){return t.xmap=e});else if(\"sample order by key\"===v)d=this.props.explanations,m?(0,y.each)(d,function(e,n){return e.xmap=t.parseTime(t.props.ordering_keys[n])}):(0,y.each)(d,function(e,n){return e.xmap=t.props.ordering_keys[n]}),d=(0,y.sortBy)(d,function(t){return t.xmap});else{var _=(0,y.findKey)(this.props.featureNames,function(t){return t===v});(0,y.each)(this.props.explanations,function(t,e){return t.xmap=t.features[_].value});var b=(0,y.sortBy)(this.props.explanations,function(t){return t.xmap}),x=(0,y.map)(b,function(t){return t.xmap});if(\"string\"==typeof x[0])return void alert(\"Ordering by category names is not yet supported.\");var w=(0,y.min)(x),C=(0,y.max)(x),k=(C-w)/100;d=[];for(var E=void 0,M=void 0,T=0;T<b.length;++T){var S=b[T];if(E&&!M&&S.xmap-E.xmap<=k||M&&S.xmap-M.xmap<=k){M||(M=(0,y.cloneDeep)(E),M.count=1);var N=!0,A=!1,P=void 0;try{for(var O,I=this.usedFeatures[Symbol.iterator]();!(N=(O=I.next()).done);N=!0){var D=O.value;M.features[D].effect+=S.features[D].effect,M.features[D].value+=S.features[D].value}}catch(t){A=!0,P=t}finally{try{!N&&I.return&&I.return()}finally{if(A)throw P}}M.count+=1}else if(E)if(M){var R=!0,L=!1,U=void 0;try{for(var F,j=this.usedFeatures[Symbol.iterator]();!(R=(F=j.next()).done);R=!0){var B=F.value;M.features[B].effect/=M.count,M.features[B].value/=M.count}}catch(t){L=!0,U=t}finally{try{!R&&j.return&&j.return()}finally{if(L)throw U}}d.push(M),M=void 0}else d.push(E);E=S}E.xmap-d[d.length-1].xmap>k&&d.push(E)}this.currUsedFeatures=this.usedFeatures,this.currPosOrderedFeatures=this.posOrderedFeatures,this.currNegOrderedFeatures=this.negOrderedFeatures;var V=this.ylabel.node().value;if(\"model output value\"!==V){d=(0,y.cloneDeep)(d);for(var W=(0,y.findKey)(this.props.featureNames,function(t){return t===V}),z=0;z<d.length;++z){var H=d[z].features[W];d[z].features={},d[z].features[W]=H}this.currUsedFeatures=[W],this.currPosOrderedFeatures=[W],this.currNegOrderedFeatures=[W]}this.currExplanations=d,\"identity\"===this.props.link?this.invLinkFunction=function(e){return t.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(t.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link),this.predValues=(0,y.map)(d,function(t){return(0,y.sum)((0,y.map)(t.features,function(t){return t.effect}))});var q=this.wrapper.node().offsetWidth;if(0==q)return setTimeout(function(){return t.draw(d)},500);this.svg.style(\"height\",this.height+\"px\"),this.svg.style(\"width\",q+\"px\");var Y=(0,y.map)(d,function(t){return t.xmap});this.xscale.domain([(0,y.min)(Y),(0,y.max)(Y)]).range([this.leftOffset,q]).clamp(!0),this.xaxisElement.attr(\"transform\",\"translate(0,\"+this.topOffset+\")\").call(this.xaxis);for(var K=0;K<this.currExplanations.length;++K)this.currExplanations[K].xmapScaled=this.xscale(this.currExplanations[K].xmap);for(var G=d.length,$=0,X=0;X<G;++X){var Q=d[X].features,Z=(0,y.sum)((0,y.map)((0,y.filter)(Q,function(t){return t.effect>0}),function(t){return t.effect}))||0,J=(0,y.sum)((0,y.map)((0,y.filter)(Q,function(t){return t.effect<0}),function(t){return-t.effect}))||0;$=Math.max($,2.2*Math.max(Z,J))}this.yscale.domain([-$/2,$/2]).range([this.height-10,this.topOffset]),this.yaxisElement.attr(\"transform\",\"translate(\"+this.leftOffset+\",0)\").call(this.yaxis);for(var tt=0;tt<G;++tt){var et=d[tt].features,nt=((0,y.sum)((0,y.map)(et,function(t){return Math.abs(t.effect)})),(0,y.sum)((0,y.map)((0,y.filter)(et,function(t){return t.effect<0}),function(t){return-t.effect}))||0),rt=-nt,it=void 0,ot=!0,at=!1,ut=void 0;try{for(var ct,st=this.currPosOrderedFeatures[Symbol.iterator]();!(ot=(ct=st.next()).done);ot=!0)it=ct.value,et[it].posyTop=this.yscale(rt),et[it].effect>0&&(rt+=et[it].effect),et[it].posyBottom=this.yscale(rt),et[it].ind=it}catch(t){at=!0,ut=t}finally{try{!ot&&st.return&&st.return()}finally{if(at)throw ut}}var lt=rt,ft=!0,pt=!1,ht=void 0;try{for(var dt,vt=this.currNegOrderedFeatures[Symbol.iterator]();!(ft=(dt=vt.next()).done);ft=!0)it=dt.value,et[it].negyTop=this.yscale(rt),et[it].effect<0&&(rt-=et[it].effect),et[it].negyBottom=this.yscale(rt)}catch(t){pt=!0,ht=t}finally{try{!ft&&vt.return&&vt.return()}finally{if(pt)throw ht}}d[tt].joinPoint=lt,d[tt].joinPointy=this.yscale(lt)}var gt=(0,g.line)().x(function(t){return t[0]}).y(function(t){return t[1]}),mt=this.mainGroup.selectAll(\".force-bar-array-area-pos\").data(this.currUsedFeatures);mt.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-pos\").merge(mt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].posyTop]}),n=(0,y.map)((0,y.rangeRight)(G),function(e){return[d[e].xmapScaled,d[e].features[t].posyBottom]});return gt(e.concat(n))}).attr(\"fill\",this.colors[0]),mt.exit().remove();var yt=this.mainGroup.selectAll(\".force-bar-array-area-neg\").data(this.currUsedFeatures);yt.enter().append(\"path\").attr(\"class\",\"force-bar-array-area-neg\").merge(yt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].negyTop]}),n=(0,y.map)((0,y.rangeRight)(G),function(e){return[d[e].xmapScaled,d[e].features[t].negyBottom]});return gt(e.concat(n))}).attr(\"fill\",this.colors[1]),yt.exit().remove();var _t=this.mainGroup.selectAll(\".force-bar-array-divider-pos\").data(this.currUsedFeatures);_t.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-pos\").merge(_t).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].posyBottom]});return gt(e)}).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",function(e){return t.colors[0].brighter(1.2)}),_t.exit().remove();var bt=this.mainGroup.selectAll(\".force-bar-array-divider-neg\").data(this.currUsedFeatures);bt.enter().append(\"path\").attr(\"class\",\"force-bar-array-divider-neg\").merge(bt).attr(\"d\",function(t){var e=(0,y.map)((0,y.range)(G),function(e){return[d[e].xmapScaled,d[e].features[t].negyTop]});return gt(e)}).attr(\"fill\",\"none\").attr(\"stroke-width\",1).attr(\"stroke\",function(e){return t.colors[1].brighter(1.5)}),bt.exit().remove();for(var xt=function(t,e,n,r,i){var o=void 0,a=void 0;\"pos\"===i?(o=t[n].features[e].posyBottom,a=t[n].features[e].posyTop):(o=t[n].features[e].negyBottom,a=t[n].features[e].negyTop);for(var u=void 0,c=void 0,s=n+1;s<=r;++s)\"pos\"===i?(u=t[s].features[e].posyBottom,c=t[s].features[e].posyTop):(u=t[s].features[e].negyBottom,c=t[s].features[e].negyTop),u>o&&(o=u),c<a&&(a=c);return{top:o,bottom:a}},wt=[],Ct=[\"pos\",\"neg\"],kt=0;kt<Ct.length;kt++){var Et=Ct[kt],Mt=!0,Tt=!1,St=void 0;try{for(var Nt,At=this.currUsedFeatures[Symbol.iterator]();!(Mt=(Nt=At.next()).done);Mt=!0)for(var Pt=Nt.value,Ot=0,It=0,Dt=0,Rt={top:0,bottom:0},Lt=void 0;It<G-1;){for(;Dt<100&&It<G-1;)++It,Dt=d[It].xmapScaled-d[Ot].xmapScaled;for(Rt=xt(d,Pt,Ot,It,Et);Rt.bottom-Rt.top<20&&Ot<It;)++Ot,Rt=xt(d,Pt,Ot,It,Et);if(Dt=d[It].xmapScaled-d[Ot].xmapScaled,Rt.bottom-Rt.top>=20&&Dt>=100){for(;It<G-1;){if(++It,Lt=xt(d,Pt,Ot,It,Et),!(Lt.bottom-Lt.top>20)){--It;break}Rt=Lt}Dt=d[It].xmapScaled-d[Ot].xmapScaled,wt.push([(d[It].xmapScaled+d[Ot].xmapScaled)/2,(Rt.top+Rt.bottom)/2,this.props.featureNames[Pt]]);var Ut=d[It].xmapScaled;for(Ot=It;Ut+100>d[Ot].xmapScaled&&Ot<G-1;)++Ot;It=Ot}}}catch(t){Tt=!0,St=t}finally{try{!Mt&&At.return&&At.return()}finally{if(Tt)throw St}}}var Ft=this.onTopGroup.selectAll(\".force-bar-array-flabels\").data(wt);Ft.enter().append(\"text\").attr(\"class\",\"force-bar-array-flabels\").merge(Ft).attr(\"x\",function(t){return t[0]}).attr(\"y\",function(t){return t[1]+4}).text(function(t){return t[2]}),Ft.exit().remove()}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return l.default.createElement(\"div\",{ref:function(e){return t.wrapper=(0,f.select)(e)},style:{textAlign:\"center\"}},l.default.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-array-wrapper {\\n            text-align: center;\\n          }\\n          .force-bar-array-xaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-xaxis .domain {\\n            opacity: 0;\\n          }\\n          .force-bar-array-xaxis paths {\\n            display: none;\\n          }\\n          .force-bar-array-yaxis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-array-yaxis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\\n          .force-bar-array-flabels {\\n            font-size: 12px;\\n            fill: #fff;\\n            text-anchor: middle;\\n          }\\n          .additive-force-array-xlabel {\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            margin-left: 80px;\\n            max-width: 300px;\\n          }\\n          .additive-force-array-xlabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-ylabel {\\n            position: relative;\\n            top: 0px;\\n            left: 0px;\\n            transform: rotate(-90deg);\\n            background: none;\\n            border: 1px solid #ccc;\\n            opacity: 0.5;\\n            margin-bottom: 0px;\\n            font-size: 12px;\\n            font-family: arial;\\n            max-width: 150px;\\n          }\\n          .additive-force-array-ylabel:focus {\\n            outline: none;\\n          }\\n          .additive-force-array-hoverLine {\\n            stroke-width: 1px;\\n            stroke: #fff;\\n            opacity: 1;\\n          }\"}}),l.default.createElement(\"select\",{className:\"additive-force-array-xlabel\"}),l.default.createElement(\"div\",{style:{height:\"0px\",textAlign:\"left\"}},l.default.createElement(\"select\",{className:\"additive-force-array-ylabel\"})),l.default.createElement(\"svg\",{ref:function(e){return t.svg=(0,f.select)(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}}))}}]),e}(l.default.Component);x.defaultProps={plot_cmap:\"RdBu\",ordering_keys:null,ordering_keys_time_format:null},e.default=x},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),c=n(41),s=r(c),l=n(129),f=n(66),p=(n(7),n(29)),h=n(112),d=n(136),v=n(10),g=n(38),m=n(58),y=r(m),b=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return window.lastAdditiveForceVisualizer=t,t.effectFormat=(0,p.format)(\".2\"),t.redraw=(0,g.debounce)(function(){return t.draw()},200),t}return a(e,t),u(e,[{key:\"componentDidMount\",value:function(){var t=this;this.mainGroup=this.svg.append(\"g\"),this.axisElement=this.mainGroup.append(\"g\").attr(\"transform\",\"translate(0,35)\").attr(\"class\",\"force-bar-axis\"),this.onTopGroup=this.svg.append(\"g\"),this.baseValueTitle=this.svg.append(\"text\"),this.joinPointLine=this.svg.append(\"line\"),this.joinPointLabelOutline=this.svg.append(\"text\"),this.joinPointLabel=this.svg.append(\"text\"),this.joinPointTitleLeft=this.svg.append(\"text\"),this.joinPointTitleLeftArrow=this.svg.append(\"text\"),this.joinPointTitle=this.svg.append(\"text\"),this.joinPointTitleRightArrow=this.svg.append(\"text\"),this.joinPointTitleRight=this.svg.append(\"text\"),this.hoverLabelBacking=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"stroke\",\"#fff\").attr(\"fill\",\"#fff\").attr(\"stroke-width\",\"4\").attr(\"stroke-linejoin\",\"round\").text(\"\").on(\"mouseover\",function(e){t.hoverLabel.attr(\"opacity\",1),t.hoverLabelBacking.attr(\"opacity\",1)}).on(\"mouseout\",function(e){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)}),this.hoverLabel=this.svg.append(\"text\").attr(\"x\",10).attr(\"y\",20).attr(\"text-anchor\",\"middle\").attr(\"font-size\",12).attr(\"fill\",\"#0f0\").text(\"\").on(\"mouseover\",function(e){t.hoverLabel.attr(\"opacity\",1),t.hoverLabelBacking.attr(\"opacity\",1)}).on(\"mouseout\",function(e){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)});var e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in y.default.colors?e=y.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=y.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),this.colors=e.map(function(t){return(0,v.hsl)(t)}),this.brighterColors=[1.45,1.6].map(function(e,n){return t.colors[n].brighter(e)}),this.colors.map(function(e,n){var r=t.svg.append(\"linearGradient\").attr(\"id\",\"linear-grad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");r.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",e).attr(\"stop-opacity\",.6),r.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",e).attr(\"stop-opacity\",0);var i=t.svg.append(\"linearGradient\").attr(\"id\",\"linear-backgrad-\"+n).attr(\"x1\",\"0%\").attr(\"y1\",\"0%\").attr(\"x2\",\"0%\").attr(\"y2\",\"100%\");i.append(\"stop\").attr(\"offset\",\"0%\").attr(\"stop-color\",e).attr(\"stop-opacity\",.5),i.append(\"stop\").attr(\"offset\",\"100%\").attr(\"stop-color\",e).attr(\"stop-opacity\",0)}),this.tickFormat=(0,p.format)(\",.4\"),this.scaleCentered=(0,f.scaleLinear)(),this.axis=(0,h.axisBottom)().scale(this.scaleCentered).tickSizeInner(4).tickSizeOuter(0).tickFormat(function(e){return t.tickFormat(t.invLinkFunction(e))}).tickPadding(-18),window.addEventListener(\"resize\",this.redraw),window.setTimeout(this.redraw,50)}},{key:\"componentDidUpdate\",value:function(){this.draw()}},{key:\"draw\",value:function(){var t=this;(0,g.each)(this.props.featureNames,function(e,n){t.props.features[n]&&(t.props.features[n].name=e)}),\"identity\"===this.props.link?this.invLinkFunction=function(e){return t.props.baseValue+e}:\"logit\"===this.props.link?this.invLinkFunction=function(e){return 1/(1+Math.exp(-(t.props.baseValue+e)))}:console.log(\"ERROR: Unrecognized link function: \",this.props.link);var e=this.svg.node().parentNode.offsetWidth;if(0==e)return setTimeout(function(){return t.draw(t.props)},500);this.svg.style(\"height\",\"150px\"),this.svg.style(\"width\",e+\"px\");var n=(0,g.sortBy)(this.props.features,function(t){return-1/(t.effect+1e-10)}),r=(0,g.sum)((0,g.map)(n,function(t){return Math.abs(t.effect)})),i=(0,g.sum)((0,g.map)((0,g.filter)(n,function(t){return t.effect>0}),function(t){return t.effect}))||0,o=(0,g.sum)((0,g.map)((0,g.filter)(n,function(t){return t.effect<0}),function(t){return-t.effect}))||0;this.domainSize=3*Math.max(i,o);var a=(0,f.scaleLinear)().domain([0,this.domainSize]).range([0,e]),u=e/2-a(o);this.scaleCentered.domain([-this.domainSize/2,this.domainSize/2]).range([0,e]).clamp(!0),this.axisElement.attr(\"transform\",\"translate(0,50)\").call(this.axis);var c=0,s=void 0,l=void 0,h=void 0;for(s=0;s<n.length;++s)n[s].x=c,n[s].effect<0&&void 0===l&&(l=c,h=s),c+=Math.abs(n[s].effect);void 0===l&&(l=c,h=s);var v=(0,d.line)().x(function(t){return t[0]}).y(function(t){return t[1]}),m=function(e){return void 0!==e.value&&null!==e.value&&\"\"!==e.value?e.name+\" = \"+(isNaN(e.value)?e.value:t.tickFormat(e.value)):e.name};n=this.props.hideBars?[]:n;var y=this.mainGroup.selectAll(\".force-bar-blocks\").data(n);y.enter().append(\"path\").attr(\"class\",\"force-bar-blocks\").merge(y).attr(\"d\",function(t,e){var n=a(t.x)+u,r=a(Math.abs(t.effect)),i=t.effect<0?-4:4,o=i;return e===h&&(i=0),e===h-1&&(o=0),v([[n,56],[n+r,56],[n+r+o,64.5],[n+r,73],[n,73],[n+i,64.5]])}).attr(\"fill\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}).on(\"mouseover\",function(e){if(a(Math.abs(e.effect))<a(r)/50||a(Math.abs(e.effect))<10){var n=a(e.x)+u,i=a(Math.abs(e.effect));t.hoverLabel.attr(\"opacity\",1).attr(\"x\",n+i/2).attr(\"y\",50.5).attr(\"fill\",e.effect>0?t.colors[0]:t.colors[1]).text(m(e)),t.hoverLabelBacking.attr(\"opacity\",1).attr(\"x\",n+i/2).attr(\"y\",50.5).text(m(e))}}).on(\"mouseout\",function(e){t.hoverLabel.attr(\"opacity\",0),t.hoverLabelBacking.attr(\"opacity\",0)}),y.exit().remove();var b=_.filter(n,function(t){return a(Math.abs(t.effect))>a(r)/50&&a(Math.abs(t.effect))>10}),x=this.onTopGroup.selectAll(\".force-bar-labels\").data(b);if(x.exit().remove(),x=x.enter().append(\"text\").attr(\"class\",\"force-bar-labels\").attr(\"font-size\",\"12px\").attr(\"y\",function(t){return 98}).merge(x).text(function(e){return void 0!==e.value&&null!==e.value&&\"\"!==e.value?e.name+\" = \"+(isNaN(e.value)?e.value:t.tickFormat(e.value)):e.name}).attr(\"fill\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}).attr(\"stroke\",function(t,e){return t.textWidth=Math.max(this.getComputedTextLength(),a(Math.abs(t.effect))-10),t.innerTextWidth=this.getComputedTextLength(),\"none\"}),this.filteredData=b,n.length>0){c=l+a.invert(5);for(var w=h;w<n.length;++w)n[w].textx=c,c+=a.invert(n[w].textWidth+10);c=l-a.invert(5);for(var C=h-1;C>=0;--C)n[C].textx=c,c-=a.invert(n[C].textWidth+10)}x.attr(\"x\",function(t){return a(t.textx)+u+(t.effect>0?-t.textWidth/2:t.textWidth/2)}).attr(\"text-anchor\",\"middle\"),b=(0,g.filter)(b,function(n){return a(n.textx)+u>t.props.labelMargin&&a(n.textx)+u<e-t.props.labelMargin}),this.filteredData2=b;var k=b.slice(),E=(0,g.findIndex)(n,b[0])-1;E>=0&&k.unshift(n[E]);var M=this.mainGroup.selectAll(\".force-bar-labelBacking\").data(b);M.enter().append(\"path\").attr(\"class\",\"force-bar-labelBacking\").attr(\"stroke\",\"none\").attr(\"opacity\",.2).merge(M).attr(\"d\",function(t){return v([[a(t.x)+a(Math.abs(t.effect))+u,73],[(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+5,83],[(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+5,104],[(t.effect>0?a(t.textx)-t.textWidth:a(t.textx))+u-5,104],[(t.effect>0?a(t.textx)-t.textWidth:a(t.textx))+u-5,83],[a(t.x)+u,73]])}).attr(\"fill\",function(t){return\"url(#linear-backgrad-\"+(t.effect>0?0:1)+\")\"}),M.exit().remove();var T=this.mainGroup.selectAll(\".force-bar-labelDividers\").data(b.slice(0,-1));T.enter().append(\"rect\").attr(\"class\",\"force-bar-labelDividers\").attr(\"height\",\"21px\").attr(\"width\",\"1px\").attr(\"y\",83).merge(T).attr(\"x\",function(t){return(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+4.5}).attr(\"fill\",function(t){return\"url(#linear-grad-\"+(t.effect>0?0:1)+\")\"}),T.exit().remove();var S=this.mainGroup.selectAll(\".force-bar-labelLinks\").data(b.slice(0,-1));S.enter().append(\"line\").attr(\"class\",\"force-bar-labelLinks\").attr(\"y1\",73).attr(\"y2\",83).attr(\"stroke-opacity\",.5).attr(\"stroke-width\",1).merge(S).attr(\"x1\",function(t){return a(t.x)+a(Math.abs(t.effect))+u}).attr(\"x2\",function(t){return(t.effect>0?a(t.textx):a(t.textx)+t.textWidth)+u+5}).attr(\"stroke\",function(e){return e.effect>0?t.colors[0]:t.colors[1]}),S.exit().remove();var N=this.mainGroup.selectAll(\".force-bar-blockDividers\").data(n.slice(0,-1));N.enter().append(\"path\").attr(\"class\",\"force-bar-blockDividers\").attr(\"stroke-width\",2).attr(\"fill\",\"none\").merge(N).attr(\"d\",function(t){var e=a(t.x)+a(Math.abs(t.effect))+u;return v([[e,56],[e+(t.effect<0?-4:4),64.5],[e,73]])}).attr(\"stroke\",function(e,n){return h===n+1||Math.abs(e.effect)<1e-8?\"#rgba(0,0,0,0)\":e.effect>0?t.brighterColors[0]:t.brighterColors[1]}),N.exit().remove(),this.joinPointLine.attr(\"x1\",a(l)+u).attr(\"x2\",a(l)+u).attr(\"y1\",50).attr(\"y2\",56).attr(\"stroke\",\"#F2F2F2\").attr(\"stroke-width\",1).attr(\"opacity\",1),this.joinPointLabelOutline.attr(\"x\",a(l)+u).attr(\"y\",45).attr(\"color\",\"#fff\").attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"stroke\",\"#fff\").attr(\"stroke-width\",6).text((0,p.format)(\",.2f\")(this.invLinkFunction(l-o))).attr(\"opacity\",1),console.log(\"joinPoint\",l,u,50,o),this.joinPointLabel.attr(\"x\",a(l)+u).attr(\"y\",45).attr(\"text-anchor\",\"middle\").attr(\"font-weight\",\"bold\").attr(\"fill\",\"#000\").text((0,p.format)(\",.2f\")(this.invLinkFunction(l-o))).attr(\"opacity\",1),this.joinPointTitle.attr(\"x\",a(l)+u).attr(\"y\",28).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(this.props.outNames[0]).attr(\"opacity\",.5),this.props.hideBars||(this.joinPointTitleLeft.attr(\"x\",a(l)+u-16).attr(\"y\",12).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"higher\").attr(\"opacity\",1),this.joinPointTitleRight.attr(\"x\",a(l)+u+16).attr(\"y\",12).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"lower\").attr(\"opacity\",1),this.joinPointTitleLeftArrow.attr(\"x\",a(l)+u+7).attr(\"y\",8).attr(\"text-anchor\",\"end\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[0]).text(\"→\").attr(\"opacity\",1),this.joinPointTitleRightArrow.attr(\"x\",a(l)+u-7).attr(\"y\",14).attr(\"text-anchor\",\"start\").attr(\"font-size\",\"13\").attr(\"fill\",this.colors[1]).text(\"←\").attr(\"opacity\",1)),this.props.hideBaseValueLabel||this.baseValueTitle.attr(\"x\",this.scaleCentered(0)).attr(\"y\",28).attr(\"text-anchor\",\"middle\").attr(\"font-size\",\"12\").attr(\"fill\",\"#000\").text(\"base value\").attr(\"opacity\",.5)}},{key:\"componentWillUnmount\",value:function(){window.removeEventListener(\"resize\",this.redraw)}},{key:\"render\",value:function(){var t=this;return s.default.createElement(\"svg\",{ref:function(e){return t.svg=(0,l.select)(e)},style:{userSelect:\"none\",display:\"block\",fontFamily:\"arial\",sansSerif:!0}},s.default.createElement(\"style\",{dangerouslySetInnerHTML:{__html:\"\\n          .force-bar-axis path {\\n            fill: none;\\n            opacity: 0.4;\\n          }\\n          .force-bar-axis paths {\\n            display: none;\\n          }\\n          .tick line {\\n            stroke: #000;\\n            stroke-width: 1px;\\n            opacity: 0.4;\\n          }\\n          .tick text {\\n            fill: #000;\\n            opacity: 0.5;\\n            font-size: 12px;\\n            padding: 0px;\\n          }\"}}))}}]),e}(s.default.Component);b.defaultProps={plot_cmap:\"RdBu\"},e.default=b},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}function i(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}function o(t,e){if(!t)throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\");return!e||\"object\"!=typeof e&&\"function\"!=typeof e?t:e}function a(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Super expression must either be null or a function, not \"+typeof e);t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,enumerable:!1,writable:!0,configurable:!0}}),e&&(Object.setPrototypeOf?Object.setPrototypeOf(t,e):t.__proto__=e)}Object.defineProperty(e,\"__esModule\",{value:!0});var u=function(){function t(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,\"value\"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}return function(e,n,r){return n&&t(e.prototype,n),r&&t(e,r),e}}(),c=n(41),s=r(c),l=n(66),f=(n(7),n(29)),p=n(38),h=n(58),d=r(h),v=function(t){function e(){i(this,e);var t=o(this,(e.__proto__||Object.getPrototypeOf(e)).call(this));return t.width=100,window.lastSimpleListInstance=t,t.effectFormat=(0,f.format)(\".2\"),t}return a(e,t),u(e,[{key:\"render\",value:function(){var t=this,e=void 0;\"string\"==typeof this.props.plot_cmap?this.props.plot_cmap in d.default.colors?e=d.default.colors[this.props.plot_cmap]:(console.log(\"Invalid color map name, reverting to default.\"),e=d.default.colors.RdBu):Array.isArray(this.props.plot_cmap)&&(e=this.props.plot_cmap),console.log(this.props.features,this.props.features),this.scale=(0,l.scaleLinear)().domain([0,(0,p.max)((0,p.map)(this.props.features,function(t){return Math.abs(t.effect)}))]).range([0,this.width]);var n=(0,p.reverse)((0,p.sortBy)(Object.keys(this.props.features),function(e){return Math.abs(t.props.features[e].effect)})),r=n.map(function(n){var r=t.props.features[n],i=t.props.featureNames[n],o={width:t.scale(Math.abs(r.effect)),height:\"20px\",background:r.effect<0?e[0]:e[1],display:\"inline-block\"},a=void 0,u=void 0,c={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginRight:\"5px\",textAlign:\"right\"},l={lineHeight:\"20px\",display:\"inline-block\",width:t.width+40,verticalAlign:\"top\",marginLeft:\"5px\"};return r.effect<0?(u=s.default.createElement(\"span\",{style:l},i),c.width=40+t.width-t.scale(Math.abs(r.effect)),c.textAlign=\"right\",c.color=\"#999\",c.fontSize=\"13px\",a=s.default.createElement(\"span\",{style:c},t.effectFormat(r.effect))):(c.textAlign=\"right\",a=s.default.createElement(\"span\",{style:c},i),l.width=40,l.textAlign=\"left\",l.color=\"#999\",l.fontSize=\"13px\",u=s.default.createElement(\"span\",{style:l},t.effectFormat(r.effect))),s.default.createElement(\"div\",{key:n,style:{marginTop:\"2px\"}},a,s.default.createElement(\"div\",{style:o}),u)});return s.default.createElement(\"span\",null,r)}}]),e}(s.default.Component);v.defaultProps={plot_cmap:\"RdBu\"},e.default=v},function(t,e,n){\"use strict\";t.exports=n(359)},function(t,e,n){var r=(n(0),n(411)),i=!1;t.exports=function(t){t=t||{};var e=t.shouldRejectClick||r;i=!0,n(22).injection.injectEventPluginsByName({TapEventPlugin:n(409)(e)})}},function(t,e,n){\"use strict\";function r(t){return t&&t.__esModule?t:{default:t}}var i=n(41),o=r(i),a=n(187),u=r(a),c=n(188),s=r(c),l=n(186),f=r(l),p=n(185),h=r(p),d=n(184),v=r(d);(0,s.default)(),window.SHAP={SimpleListVisualizer:f.default,AdditiveForceVisualizer:h.default,AdditiveForceArrayVisualizer:v.default,React:o.default,ReactDom:u.default}},,function(t,e,n){\"use strict\";function r(t){return t}function i(t,e,n){function i(t,e){var n=y.hasOwnProperty(e)?y[e]:null;C.hasOwnProperty(e)&&u(\"OVERRIDE_BASE\"===n,\"ReactClassInterface: You are attempting to override `%s` from your class specification. Ensure that your method names do not overlap with React methods.\",e),t&&u(\"DEFINE_MANY\"===n||\"DEFINE_MANY_MERGED\"===n,\"ReactClassInterface: You are attempting to define `%s` on your component more than once. This conflict may be due to a mixin.\",e)}function s(t,n){if(n){u(\"function\"!=typeof n,\"ReactClass: You're attempting to use a component class or function as a mixin. Instead, just use a regular object.\"),u(!e(n),\"ReactClass: You're attempting to use a component as a mixin. Instead, just use a regular object.\");var r=t.prototype,o=r.__reactAutoBindPairs;n.hasOwnProperty(c)&&b.mixins(t,n.mixins);for(var a in n)if(n.hasOwnProperty(a)&&a!==c){var s=n[a],l=r.hasOwnProperty(a);if(i(l,a),b.hasOwnProperty(a))b[a](t,s);else{var f=y.hasOwnProperty(a),d=\"function\"==typeof s,v=d&&!f&&!l&&!1!==n.autobind;if(v)o.push(a,s),r[a]=s;else if(l){var g=y[a];u(f&&(\"DEFINE_MANY_MERGED\"===g||\"DEFINE_MANY\"===g),\"ReactClass: Unexpected spec policy %s for key %s when mixing in component specs.\",g,a),\"DEFINE_MANY_MERGED\"===g?r[a]=p(r[a],s):\"DEFINE_MANY\"===g&&(r[a]=h(r[a],s))}else r[a]=s}}}else;}function l(t,e){if(e)for(var n in e){var r=e[n];if(e.hasOwnProperty(n)){var i=n in b;u(!i,'ReactClass: You are attempting to define a reserved property, `%s`, that shouldn\\'t be on the \"statics\" key. Define it as an instance property instead; it will still be accessible on the constructor.',n);var o=n in t;if(o){var a=_.hasOwnProperty(n)?_[n]:null;return u(\"DEFINE_MANY_MERGED\"===a,\"ReactClass: You are attempting to define `%s` on your component more than once. This conflict may be due to a mixin.\",n),void(t[n]=p(t[n],r))}t[n]=r}}}function f(t,e){u(t&&e&&\"object\"==typeof t&&\"object\"==typeof e,\"mergeIntoWithNoDuplicateKeys(): Cannot merge non-objects.\");for(var n in e)e.hasOwnProperty(n)&&(u(void 0===t[n],\"mergeIntoWithNoDuplicateKeys(): Tried to merge two objects with the same key: `%s`. This conflict may be due to a mixin; in particular, this may be caused by two getInitialState() or getDefaultProps() methods returning objects with clashing keys.\",n),t[n]=e[n]);return t}function p(t,e){return function(){var n=t.apply(this,arguments),r=e.apply(this,arguments);if(null==n)return r;if(null==r)return n;var i={};return f(i,n),f(i,r),i}}function h(t,e){return function(){t.apply(this,arguments),e.apply(this,arguments)}}function d(t,e){var n=e.bind(t);return n}function v(t){for(var e=t.__reactAutoBindPairs,n=0;n<e.length;n+=2){var r=e[n],i=e[n+1];t[r]=d(t,i)}}function g(t){var e=r(function(t,r,i){this.__reactAutoBindPairs.length&&v(this),this.props=t,this.context=r,this.refs=a,this.updater=i||n,this.state=null;var o=this.getInitialState?this.getInitialState():null;u(\"object\"==typeof o&&!Array.isArray(o),\"%s.getInitialState(): must return an object or null\",e.displayName||\"ReactCompositeComponent\"),this.state=o});e.prototype=new k,e.prototype.constructor=e,e.prototype.__reactAutoBindPairs=[],m.forEach(s.bind(null,e)),s(e,x),s(e,t),s(e,w),e.getDefaultProps&&(e.defaultProps=e.getDefaultProps()),u(e.prototype.render,\"createClass(...): Class specification must implement a `render` method.\");for(var i in y)e.prototype[i]||(e.prototype[i]=null);return e}var m=[],y={mixins:\"DEFINE_MANY\",statics:\"DEFINE_MANY\",propTypes:\"DEFINE_MANY\",contextTypes:\"DEFINE_MANY\",childContextTypes:\"DEFINE_MANY\",getDefaultProps:\"DEFINE_MANY_MERGED\",getInitialState:\"DEFINE_MANY_MERGED\",getChildContext:\"DEFINE_MANY_MERGED\",render:\"DEFINE_ONCE\",componentWillMount:\"DEFINE_MANY\",componentDidMount:\"DEFINE_MANY\",componentWillReceiveProps:\"DEFINE_MANY\",shouldComponentUpdate:\"DEFINE_ONCE\",componentWillUpdate:\"DEFINE_MANY\",componentDidUpdate:\"DEFINE_MANY\",componentWillUnmount:\"DEFINE_MANY\",UNSAFE_componentWillMount:\"DEFINE_MANY\",UNSAFE_componentWillReceiveProps:\"DEFINE_MANY\",UNSAFE_componentWillUpdate:\"DEFINE_MANY\",updateComponent:\"OVERRIDE_BASE\"},_={getDerivedStateFromProps:\"DEFINE_MANY_MERGED\"},b={displayName:function(t,e){t.displayName=e},mixins:function(t,e){if(e)for(var n=0;n<e.length;n++)s(t,e[n])},childContextTypes:function(t,e){t.childContextTypes=o({},t.childContextTypes,e)},contextTypes:function(t,e){t.contextTypes=o({},t.contextTypes,e)},getDefaultProps:function(t,e){t.getDefaultProps?t.getDefaultProps=p(t.getDefaultProps,e):t.getDefaultProps=e},propTypes:function(t,e){t.propTypes=o({},t.propTypes,e)},statics:function(t,e){l(t,e)},autobind:function(){}},x={componentDidMount:function(){this.__isMounted=!0}},w={componentWillUnmount:function(){this.__isMounted=!1}},C={replaceState:function(t,e){this.updater.enqueueReplaceState(this,t,e)},isMounted:function(){return!!this.__isMounted}},k=function(){};return o(k.prototype,t.prototype,C),g}var o=n(3),a=n(51),u=n(0),c=\"mixins\";t.exports=i},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(106);e.a=function(t,e,n){var i,o,a,u,c=t.length,s=e.length,l=new Array(c*s);for(null==n&&(n=r.b),i=a=0;i<c;++i)for(u=t[i],o=0;o<s;++o,++a)l[a]=n(u,e[o]);return l}},function(t,e,n){\"use strict\";e.a=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN}},function(t,e,n){\"use strict\";var r=n(100),i=n(101),o=n(192),a=n(104),u=n(196),c=n(107),s=n(109),l=n(108);e.a=function(){function t(t){var r,o,a=t.length,u=new Array(a);for(r=0;r<a;++r)u[r]=e(t[r],r,t);var l=f(u),h=l[0],d=l[1],v=p(u,h,d);Array.isArray(v)||(v=n.i(s.c)(h,d,v),v=n.i(c.a)(Math.ceil(h/v)*v,Math.floor(d/v)*v,v));for(var g=v.length;v[0]<=h;)v.shift(),--g;for(;v[g-1]>d;)v.pop(),--g;var m,y=new Array(g+1);for(r=0;r<=g;++r)m=y[r]=[],m.x0=r>0?v[r-1]:h,m.x1=r<g?v[r]:d;for(r=0;r<a;++r)o=u[r],h<=o&&o<=d&&y[n.i(i.a)(v,o,0,g)].push(t[r]);return y}var e=u.a,f=a.a,p=l.a;return t.value=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(o.a)(r),t):e},t.domain=function(e){return arguments.length?(f=\"function\"==typeof e?e:n.i(o.a)([e[0],e[1]]),t):f},t.thresholds=function(e){return arguments.length?(p=\"function\"==typeof e?e:Array.isArray(e)?n.i(o.a)(r.b.call(e)):n.i(o.a)(e),t):p},t}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r,i=t.length,o=-1;if(null==e){for(;++o<i;)if(null!=(n=t[o])&&n>=n)for(r=n;++o<i;)null!=(n=t[o])&&n>r&&(r=n)}else for(;++o<i;)if(null!=(n=e(t[o],o,t))&&n>=n)for(r=n;++o<i;)null!=(n=e(t[o],o,t))&&n>r&&(r=n);return r}},function(t,e,n){\"use strict\";var r=n(28);e.a=function(t,e){var i,o=t.length,a=o,u=-1,c=0;if(null==e)for(;++u<o;)isNaN(i=n.i(r.a)(t[u]))?--a:c+=i;else for(;++u<o;)isNaN(i=n.i(r.a)(e(t[u],u,t)))?--a:c+=i;if(a)return c/a}},function(t,e,n){\"use strict\";var r=n(19),i=n(28),o=n(59);e.a=function(t,e){var a,u=t.length,c=-1,s=[];if(null==e)for(;++c<u;)isNaN(a=n.i(i.a)(t[c]))||s.push(a);else for(;++c<u;)isNaN(a=n.i(i.a)(e(t[c],c,t)))||s.push(a);return n.i(o.a)(s.sort(r.a),.5)}},function(t,e,n){\"use strict\";e.a=function(t){for(var e,n,r,i=t.length,o=-1,a=0;++o<i;)a+=t[o].length;for(n=new Array(a);--i>=0;)for(r=t[i],e=r.length;--e>=0;)n[--a]=r[e];return n}},function(t,e,n){\"use strict\";e.a=function(t,e){for(var n=e.length,r=new Array(n);n--;)r[n]=t[e[n]];return r}},function(t,e,n){\"use strict\";var r=n(19);e.a=function(t,e){if(n=t.length){var n,i,o=0,a=0,u=t[a];for(null==e&&(e=r.a);++o<n;)(e(i=t[o],u)<0||0!==e(u,u))&&(u=i,a=o);return 0===e(u,u)?a:void 0}}},function(t,e,n){\"use strict\";e.a=function(t,e,n){for(var r,i,o=(null==n?t.length:n)-(e=null==e?0:+e);o;)i=Math.random()*o--|0,r=t[o+e],t[o+e]=t[i+e],t[i+e]=r;return t}},function(t,e,n){\"use strict\";e.a=function(t,e){var n,r=t.length,i=-1,o=0;if(null==e)for(;++i<r;)(n=+t[i])&&(o+=n);else for(;++i<r;)(n=+e(t[i],i,t))&&(o+=n);return o}},function(t,e,n){\"use strict\";var r=n(100),i=n(19),o=n(28),a=n(59);e.a=function(t,e,u){return t=r.a.call(t,o.a).sort(i.a),Math.ceil((u-e)/(2*(n.i(a.a)(t,.75)-n.i(a.a)(t,.25))*Math.pow(t.length,-1/3)))}},function(t,e,n){\"use strict\";var r=n(103);e.a=function(t,e,i){return Math.ceil((i-e)/(3.5*n.i(r.a)(t)*Math.pow(t.length,-1/3)))}},function(t,e,n){\"use strict\";var r=n(110);e.a=function(){return n.i(r.a)(arguments)}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return r});var r=Array.prototype.slice},function(t,e,n){\"use strict\";function r(t){return\"translate(\"+(t+.5)+\",0)\"}function i(t){return\"translate(0,\"+(t+.5)+\")\"}function o(t){return function(e){return+t(e)}}function a(t){var e=Math.max(0,t.bandwidth()-1)/2;return t.round()&&(e=Math.round(e)),function(n){return+t(n)+e}}function u(){return!this.__axis}function c(t,e){function n(n){var r=null==s?e.ticks?e.ticks.apply(e,c):e.domain():s,i=null==l?e.tickFormat?e.tickFormat.apply(e,c):d.a:l,h=Math.max(f,0)+b,k=e.range(),E=+k[0]+.5,M=+k[k.length-1]+.5,T=(e.bandwidth?a:o)(e.copy()),S=n.selection?n.selection():n,N=S.selectAll(\".domain\").data([null]),A=S.selectAll(\".tick\").data(r,e).order(),P=A.exit(),O=A.enter().append(\"g\").attr(\"class\",\"tick\"),I=A.select(\"line\"),D=A.select(\"text\");N=N.merge(N.enter().insert(\"path\",\".tick\").attr(\"class\",\"domain\").attr(\"stroke\",\"#000\")),A=A.merge(O),I=I.merge(O.append(\"line\").attr(\"stroke\",\"#000\").attr(w+\"2\",x*f)),D=D.merge(O.append(\"text\").attr(\"fill\",\"#000\").attr(w,x*h).attr(\"dy\",t===v?\"0em\":t===m?\"0.71em\":\"0.32em\")),n!==S&&(N=N.transition(n),A=A.transition(n),I=I.transition(n),D=D.transition(n),P=P.transition(n).attr(\"opacity\",_).attr(\"transform\",function(t){return isFinite(t=T(t))?C(t):this.getAttribute(\"transform\")}),O.attr(\"opacity\",_).attr(\"transform\",function(t){var e=this.parentNode.__axis;return C(e&&isFinite(e=e(t))?e:T(t))})),P.remove(),N.attr(\"d\",t===y||t==g?\"M\"+x*p+\",\"+E+\"H0.5V\"+M+\"H\"+x*p:\"M\"+E+\",\"+x*p+\"V0.5H\"+M+\"V\"+x*p),A.attr(\"opacity\",1).attr(\"transform\",function(t){return C(T(t))}),I.attr(w+\"2\",x*f),D.attr(w,x*h).text(i),S.filter(u).attr(\"fill\",\"none\").attr(\"font-size\",10).attr(\"font-family\",\"sans-serif\").attr(\"text-anchor\",t===g?\"start\":t===y?\"end\":\"middle\"),S.each(function(){this.__axis=T})}var c=[],s=null,l=null,f=6,p=6,b=3,x=t===v||t===y?-1:1,w=t===y||t===g?\"x\":\"y\",C=t===v||t===m?r:i;return n.scale=function(t){return arguments.length?(e=t,n):e},n.ticks=function(){return c=h.a.call(arguments),n},n.tickArguments=function(t){return arguments.length?(c=null==t?[]:h.a.call(t),n):c.slice()},n.tickValues=function(t){return arguments.length?(s=null==t?null:h.a.call(t),n):s&&s.slice()},n.tickFormat=function(t){return arguments.length?(l=t,n):l},n.tickSize=function(t){return arguments.length?(f=p=+t,n):f},n.tickSizeInner=function(t){return arguments.length?(f=+t,n):f},n.tickSizeOuter=function(t){return arguments.length?(p=+t,n):p},n.tickPadding=function(t){return arguments.length?(b=+t,n):b},n}function s(t){return c(v,t)}function l(t){return c(g,t)}function f(t){return c(m,t)}function p(t){return c(y,t)}e.a=s,e.b=l,e.c=f,e.d=p;var h=n(208),d=n(210),v=1,g=2,m=3,y=4,_=1e-6},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";var r=(n(214),n(215),n(60));n.d(e,\"a\",function(){return r.a});n(213),n(216),n(212)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";n(60)},function(t,e,n){\"use strict\";function r(){}function i(t,e){var n=new r;if(t instanceof r)t.each(function(t){n.add(t)});else if(t){var i=-1,o=t.length;if(null==e)for(;++i<o;)n.add(t[i]);else for(;++i<o;)n.add(e(t[i],i,t))}return n}var o=n(60),a=o.a.prototype;r.prototype=i.prototype={constructor:r,has:a.has,add:function(t){return t+=\"\",this[o.b+t]=t,this},remove:a.remove,clear:a.clear,values:a.keys,size:a.size,empty:a.empty,each:a.each}},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";function r(t){if(t instanceof o)return new o(t.h,t.s,t.l,t.opacity);t instanceof u.d||(t=n.i(u.e)(t));var e=t.r/255,r=t.g/255,i=t.b/255,a=(g*i+d*e-v*r)/(g+d-v),s=i-a,l=(h*(r-a)-f*s)/p,m=Math.sqrt(l*l+s*s)/(h*a*(1-a)),y=m?Math.atan2(l,s)*c.a-120:NaN;return new o(y<0?y+360:y,m,a,t.opacity)}function i(t,e,n,i){return 1===arguments.length?r(t):new o(t,e,n,null==i?1:i)}function o(t,e,n,r){this.h=+t,this.s=+e,this.l=+n,this.opacity=+r}e.a=i;var a=n(62),u=n(61),c=n(113),s=-.14861,l=1.78277,f=-.29227,p=-.90649,h=1.97294,d=h*p,v=h*l,g=l*f-p*s;n.i(a.a)(o,i,n.i(a.b)(u.f,{brighter:function(t){return t=null==t?u.g:Math.pow(u.g,t),new o(this.h,this.s,this.l*t,this.opacity)},darker:function(t){return t=null==t?u.h:Math.pow(u.h,t),new o(this.h,this.s,this.l*t,this.opacity)},rgb:function(){var t=isNaN(this.h)?0:(this.h+120)*c.b,e=+this.l,n=isNaN(this.s)?0:this.s*e*(1-e),r=Math.cos(t),i=Math.sin(t);return new u.d(255*(e+n*(s*r+l*i)),255*(e+n*(f*r+p*i)),255*(e+n*(h*r)),this.opacity)}}))},function(t,e,n){\"use strict\";function r(t){if(t instanceof o)return new o(t.l,t.a,t.b,t.opacity);if(t instanceof p){var e=t.h*v.b;return new o(t.l,Math.cos(e)*t.c,Math.sin(e)*t.c,t.opacity)}t instanceof d.d||(t=n.i(d.e)(t));var r=s(t.r),i=s(t.g),u=s(t.b),c=a((.4124564*r+.3575761*i+.1804375*u)/g),l=a((.2126729*r+.7151522*i+.072175*u)/m);return new o(116*l-16,500*(c-l),200*(l-a((.0193339*r+.119192*i+.9503041*u)/y)),t.opacity)}function i(t,e,n,i){return 1===arguments.length?r(t):new o(t,e,n,null==i?1:i)}function o(t,e,n,r){this.l=+t,this.a=+e,this.b=+n,this.opacity=+r}function a(t){return t>w?Math.pow(t,1/3):t/x+_}function u(t){return t>b?t*t*t:x*(t-_)}function c(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function s(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function l(t){if(t instanceof p)return new p(t.h,t.c,t.l,t.opacity);t instanceof o||(t=r(t));var e=Math.atan2(t.b,t.a)*v.a;return new p(e<0?e+360:e,Math.sqrt(t.a*t.a+t.b*t.b),t.l,t.opacity)}function f(t,e,n,r){return 1===arguments.length?l(t):new p(t,e,n,null==r?1:r)}function p(t,e,n,r){this.h=+t,this.c=+e,this.l=+n,this.opacity=+r}e.a=i,e.b=f;var h=n(62),d=n(61),v=n(113),g=.95047,m=1,y=1.08883,_=4/29,b=6/29,x=3*b*b,w=b*b*b;n.i(h.a)(o,i,n.i(h.b)(d.f,{brighter:function(t){return new o(this.l+18*(null==t?1:t),this.a,this.b,this.opacity)},darker:function(t){return new o(this.l-18*(null==t?1:t),this.a,this.b,this.opacity)},rgb:function(){var t=(this.l+16)/116,e=isNaN(this.a)?t:t+this.a/500,n=isNaN(this.b)?t:t-this.b/200;return t=m*u(t),e=g*u(e),n=y*u(n),new d.d(c(3.2404542*e-1.5371385*t-.4985314*n),c(-.969266*e+1.8760108*t+.041556*n),c(.0556434*e-.2040259*t+1.0572252*n),this.opacity)}})),n.i(h.a)(p,f,n.i(h.b)(d.f,{brighter:function(t){return new p(this.h,this.c,this.l+18*(null==t?1:t),this.opacity)},darker:function(t){return new p(this.h,this.c,this.l-18*(null==t?1:t),this.opacity)},rgb:function(){return r(this).rgb()}}))},function(t,e,n){\"use strict\";function r(t){return i=n.i(u.a)(t),o=i.format,a=i.formatPrefix,i}n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),e.a=r;var i,o,a,u=n(117);r({decimal:\".\",thousands:\",\",grouping:[3],currency:[\"$\",\"\"]})},function(t,e,n){\"use strict\";e.a=function(t,e){t=t.toPrecision(e);t:for(var n,r=t.length,i=1,o=-1;i<r;++i)switch(t[i]){case\".\":o=n=i;break;case\"0\":0===o&&(o=i),n=i;break;case\"e\":break t;default:o>0&&(o=0)}return o>0?t.slice(0,o)+t.slice(n+1):t}},function(t,e,n){\"use strict\";e.a=function(t,e){return function(n,r){for(var i=n.length,o=[],a=0,u=t[0],c=0;i>0&&u>0&&(c+u+1>r&&(u=Math.max(1,r-c)),o.push(n.substring(i-=u,i+u)),!((c+=u+1)>r));)u=t[a=(a+1)%t.length];return o.reverse().join(e)}}},function(t,e,n){\"use strict\";e.a=function(t){return function(e){return e.replace(/[0-9]/g,function(e){return t[+e]})}}},function(t,e,n){\"use strict\";var r=n(63);e.a=function(t,e){var i=n.i(r.a)(t,e);if(!i)return t+\"\";var o=i[0],a=i[1];return a<0?\"0.\"+new Array(-a).join(\"0\")+o:o.length>a+1?o.slice(0,a+1)+\".\"+o.slice(a+1):o+new Array(a-o.length+2).join(\"0\")}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t){return Math.max(0,-n.i(r.a)(Math.abs(t)))}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t,e){return Math.max(0,3*Math.max(-8,Math.min(8,Math.floor(n.i(r.a)(e)/3)))-n.i(r.a)(Math.abs(t)))}},function(t,e,n){\"use strict\";var r=n(42);e.a=function(t,e){return t=Math.abs(t),e=Math.abs(e)-t,Math.max(0,n.i(r.a)(e)-n.i(r.a)(t))+1}},function(t,e,n){\"use strict\";function r(t){return function e(r){function a(e,a){var u=t((e=n.i(i.cubehelix)(e)).h,(a=n.i(i.cubehelix)(a)).h),c=n.i(o.a)(e.s,a.s),s=n.i(o.a)(e.l,a.l),l=n.i(o.a)(e.opacity,a.opacity);return function(t){return e.h=u(t),e.s=c(t),e.l=s(Math.pow(t,r)),e.opacity=l(t),e+\"\"}}return r=+r,a.gamma=e,a}(1)}n.d(e,\"a\",function(){return a});var i=n(10),o=n(31),a=(r(o.b),r(o.a))},function(t,e,n){\"use strict\";function r(t){return function(e,r){var a=t((e=n.i(i.hcl)(e)).h,(r=n.i(i.hcl)(r)).h),u=n.i(o.a)(e.c,r.c),c=n.i(o.a)(e.l,r.l),s=n.i(o.a)(e.opacity,r.opacity);return function(t){return e.h=a(t),e.c=u(t),e.l=c(t),e.opacity=s(t),e+\"\"}}}var i=n(10),o=n(31);r(o.b),r(o.a)},function(t,e,n){\"use strict\";function r(t){return function(e,r){var a=t((e=n.i(i.hsl)(e)).h,(r=n.i(i.hsl)(r)).h),u=n.i(o.a)(e.s,r.s),c=n.i(o.a)(e.l,r.l),s=n.i(o.a)(e.opacity,r.opacity);return function(t){return e.h=a(t),e.s=u(t),e.l=c(t),e.opacity=s(t),e+\"\"}}}var i=n(10),o=n(31);r(o.b),r(o.a)},function(t,e,n){\"use strict\";n(10),n(31)},function(t,e,n){\"use strict\"},function(t,e,n){\"use strict\";e.a=function(t,e){return t=+t,e-=t,function(n){return Math.round(t+e*n)}}},function(t,e,n){\"use strict\";n.d(e,\"a\",function(){return i});var r=180/Math.PI,i={translateX:0,translateY:0,rotate:0,skewX:0,scaleX:1,scaleY:1};e.b=function(t,e,n,i,o,a){var u,c,s;return(u=Math.sqrt(t*t+e*e))&&(t/=u,e/=u),(s=t*n+e*i)&&(n-=t*s,i-=e*s),(c=Math.sqrt(n*n+i*i))&&(n/=c,i/=c,s/=c),t*i<e*n&&(t=-t,e=-e,s=-s,u=-u),{translateX:o,translateY:a,rotate:Math.atan2(e,t)*r,skewX:Math.atan(s)*r,scaleX:u,scaleY:c}}},function(t,e,n){\"use strict\";function r(t,e,r,o){function a(t){return t.length?t.pop()+\" \":\"\"}function u(t,o,a,u,c,s){if(t!==a||o!==u){var l=c.push(\"translate(\",null,e,null,r);s.push({i:l-4,x:n.i(i.a)(t,a)},{i:l-2,x:n.i(i.a)(o,u)})}else(a||u)&&c.push(\"translate(\"+a+e+u+r)}function c(t,e,r,u){t!==e?(t-e>180?e+=360:e-t>180&&(t+=360),u.push({i:r.push(a(r)+\"rotate(\",null,o)-2,x:n.i(i.a)(t,e)})):e&&r.push(a(r)+\"rotate(\"+e+o)}function s(t,e,r,u){t!==e?u.push({i:r.push(a(r)+\"skewX(\",null,o)-2,x:n.i(i.a)(t,e)}):e&&r.push(a(r)+\"skewX(\"+e+o)}function l(t,e,r,o,u,c){if(t!==r||e!==o){var s=u.push(a(u)+\"scale(\",null,\",\",null,\")\");c.push({i:s-4,x:n.i(i.a)(t,r)},{i:s-2,x:n.i(i.a)(e,o)})}else 1===r&&1===o||u.push(a(u)+\"scale(\"+r+\",\"+o+\")\")}return function(e,n){var r=[],i=[];return e=t(e),n=t(n),u(e.translateX,e.translateY,n.translateX,n.translateY,r,i),c(e.rotate,n.rotate,r,i),s(e.skewX,n.skewX,r,i),l(e.scaleX,e.scaleY,n.scaleX,n.scaleY,r,i),e=n=null,function(t){for(var e,n=-1,o=i.length;++n<o;)r[(e=i[n]).i]=e.x(t);return r.join(\"\")}}}var i=n(43),o=n(236);r(o.a,\"px, \",\"px)\",\"deg)\"),r(o.b,\", \",\")\",\")\")},function(t,e,n){\"use strict\";function r(t){return\"none\"===t?s.a:(o||(o=document.createElement(\"DIV\"),a=document.documentElement,u=document.defaultView),o.style.transform=t,t=u.getComputedStyle(a.appendChild(o),null).getPropertyValue(\"transform\"),a.removeChild(o),t=t.slice(7,-1).split(\",\"),n.i(s.b)(+t[0],+t[1],+t[2],+t[3],+t[4],+t[5]))}function i(t){return null==t?s.a:(c||(c=document.createElementNS(\"http://www.w3.org/2000/svg\",\"g\")),c.setAttribute(\"transform\",t),(t=c.transform.baseVal.consolidate())?(t=t.matrix,n.i(s.b)(t.a,t.b,t.c,t.d,t.e,t.f)):s.a)}e.a=r,e.b=i;var o,a,u,c,s=n(234)},function(t,e,n){\"use strict\";Math.SQRT2},function(t,e,n){\"use strict\";function r(){this._x0=this._y0=this._x1=this._y1=null,this._=\"\"}function i(){return new r}var o=Math.PI,a=2*o,u=a-1e-6;r.prototype=i.prototype={constructor:r,moveTo:function(t,e){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)},closePath:function(){null!==this._x1&&(this._x1=this._x0,this._y1=this._y0,this._+=\"Z\")},lineTo:function(t,e){this._+=\"L\"+(this._x1=+t)+\",\"+(this._y1=+e)},quadraticCurveTo:function(t,e,n,r){this._+=\"Q\"+ +t+\",\"+ +e+\",\"+(this._x1=+n)+\",\"+(this._y1=+r)},bezierCurveTo:function(t,e,n,r,i,o){this._+=\"C\"+ +t+\",\"+ +e+\",\"+ +n+\",\"+ +r+\",\"+(this._x1=+i)+\",\"+(this._y1=+o)},arcTo:function(t,e,n,r,i){t=+t,e=+e,n=+n,r=+r,i=+i;var a=this._x1,u=this._y1,c=n-t,s=r-e,l=a-t,f=u-e,p=l*l+f*f;if(i<0)throw new Error(\"negative radius: \"+i);if(null===this._x1)this._+=\"M\"+(this._x1=t)+\",\"+(this._y1=e);else if(p>1e-6)if(Math.abs(f*c-s*l)>1e-6&&i){var h=n-a,d=r-u,v=c*c+s*s,g=h*h+d*d,m=Math.sqrt(v),y=Math.sqrt(p),_=i*Math.tan((o-Math.acos((v+p-g)/(2*m*y)))/2),b=_/y,x=_/m;Math.abs(b-1)>1e-6&&(this._+=\"L\"+(t+b*l)+\",\"+(e+b*f)),this._+=\"A\"+i+\",\"+i+\",0,0,\"+ +(f*h>l*d)+\",\"+(this._x1=t+x*c)+\",\"+(this._y1=e+x*s)}else this._+=\"L\"+(this._x1=t)+\",\"+(this._y1=e);else;},arc:function(t,e,n,r,i,c){t=+t,e=+e,n=+n;var s=n*Math.cos(r),l=n*Math.sin(r),f=t+s,p=e+l,h=1^c,d=c?r-i:i-r;if(n<0)throw new Error(\"negative radius: \"+n);null===this._x1?this._+=\"M\"+f+\",\"+p:(Math.abs(this._x1-f)>1e-6||Math.abs(this._y1-p)>1e-6)&&(this._+=\"L\"+f+\",\"+p),n&&(d<0&&(d=d%a+a),d>u?this._+=\"A\"+n+\",\"+n+\",0,1,\"+h+\",\"+(t-s)+\",\"+(e-l)+\"A\"+n+\",\"+n+\",0,1,\"+h+\",\"+(this._x1=f)+\",\"+(this._y1=p):d>1e-6&&(this._+=\"A\"+n+\",\"+n+\",0,\"+ +(d>=o)+\",\"+h+\",\"+(this._x1=t+n*Math.cos(i))+\",\"+(this._y1=e+n*Math.sin(i))))},rect:function(t,e,n,r){this._+=\"M\"+(this._x0=this._x1=+t)+\",\"+(this._y0=this._y1=+e)+\"h\"+ +n+\"v\"+ +r+\"h\"+-n+\"Z\"},toString:function(){return this._}},e.a=i},function(t,e,n){\"use strict\";function r(){function t(){var t=c().length,r=l[1]<l[0],o=l[r-0],u=l[1-r];e=(u-o)/Math.max(1,t-p+2*h),f&&(e=Math.floor(e)),o+=(u-o-e*(t-p))*d,i=e*(1-p),f&&(o=Math.round(o),i=Math.round(i));var v=n.i(a.range)(t).map(function(t){return o+e*t});return s(r?v.reverse():v)}var e,i,o=n.i(u.a)().unknown(void 0),c=o.domain,s=o.range,l=[0,1],f=!1,p=0,h=0,d=.5;return delete o.unknown,o.domain=function(e){return arguments.length?(c(e),t()):c()},o.range=function(e){return arguments.length?(l=[+e[0],+e[1]],t()):l.slice()},o.rangeRound=function(e){return l=[+e[0],+e[1]],f=!0,t()},o.bandwidth=function(){return i},o.step=function(){return e},o.round=function(e){return arguments.length?(f=!!e,t()):f},o.padding=function(e){return arguments.length?(p=h=Math.max(0,Math.min(1,e)),t()):p},o.paddingInner=function(e){return arguments.length?(p=Math.max(0,Math.min(1,e)),t()):p},o.paddingOuter=function(e){return arguments.length?(h=Math.max(0,Math.min(1,e)),t()):h},o.align=function(e){return arguments.length?(d=Math.max(0,Math.min(1,e)),t()):d},o.copy=function(){return r().domain(c()).range(l).round(f).paddingInner(p).paddingOuter(h).align(d)},t()}function i(t){var e=t.copy;return t.padding=t.paddingOuter,delete t.paddingInner,delete t.paddingOuter,t.copy=function(){return i(e())},t}function o(){return i(r().paddingInner(1))}e.a=r,e.b=o;var a=n(7),u=n(127)},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"1f77b4ff7f0e2ca02cd627289467bd8c564be377c27f7f7fbcbd2217becf\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"1f77b4aec7e8ff7f0effbb782ca02c98df8ad62728ff98969467bdc5b0d58c564bc49c94e377c2f7b6d27f7f7fc7c7c7bcbd22dbdb8d17becf9edae5\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"393b795254a36b6ecf9c9ede6379398ca252b5cf6bcedb9c8c6d31bd9e39e7ba52e7cb94843c39ad494ad6616be7969c7b4173a55194ce6dbdde9ed6\")},function(t,e,n){\"use strict\";var r=n(33);e.a=n.i(r.a)(\"3182bd6baed69ecae1c6dbefe6550dfd8d3cfdae6bfdd0a231a35474c476a1d99bc7e9c0756bb19e9ac8bcbddcdadaeb636363969696bdbdbdd9d9d9\")},function(t,e,n){\"use strict\";var r=n(10),i=n(30);e.a=n.i(i.d)(n.i(r.cubehelix)(300,.5,0),n.i(r.cubehelix)(-240,.5,1))},function(t,e,n){\"use strict\";function r(){function t(t){return+t}var e=[0,1];return t.invert=t,t.domain=t.range=function(n){return arguments.length?(e=i.a.call(n,a.a),t):e.slice()},t.copy=function(){return r().domain(e)},n.i(o.b)(t)}e.a=r;var i=n(16),o=n(34),a=n(126)},function(t,e,n){\"use strict\";function r(t,e){return(e=Math.log(e/t))?function(n){return Math.log(n/t)/e}:n.i(p.a)(e)}function i(t,e){return t<0?function(n){return-Math.pow(-e,n)*Math.pow(-t,1-n)}:function(n){return Math.pow(e,n)*Math.pow(t,1-n)}}function o(t){return isFinite(t)?+(\"1e\"+t):t<0?0:t}function a(t){return 10===t?o:t===Math.E?Math.exp:function(e){return Math.pow(t,e)}}function u(t){return t===Math.E?Math.log:10===t&&Math.log10||2===t&&Math.log2||(t=Math.log(t),function(e){return Math.log(e)/t})}function c(t){return function(e){return-t(-e)}}function s(){function t(){return v=u(p),g=a(p),o()[0]<0&&(v=c(v),g=c(g)),e}var e=n.i(d.a)(r,i).domain([1,10]),o=e.domain,p=10,v=u(10),g=a(10);return e.base=function(e){return arguments.length?(p=+e,t()):p},e.domain=function(e){return arguments.length?(o(e),t()):o()},e.ticks=function(t){var e,r=o(),i=r[0],a=r[r.length-1];(e=a<i)&&(f=i,i=a,a=f);var u,c,s,f=v(i),h=v(a),d=null==t?10:+t,m=[];if(!(p%1)&&h-f<d){if(f=Math.round(f)-1,h=Math.round(h)+1,i>0){for(;f<h;++f)for(c=1,u=g(f);c<p;++c)if(!((s=u*c)<i)){if(s>a)break;m.push(s)}}else for(;f<h;++f)for(c=p-1,u=g(f);c>=1;--c)if(!((s=u*c)<i)){if(s>a)break;m.push(s)}}else m=n.i(l.ticks)(f,h,Math.min(h-f,d)).map(g);return e?m.reverse():m},e.tickFormat=function(t,r){if(null==r&&(r=10===p?\".0e\":\",\"),\"function\"!=typeof r&&(r=n.i(f.format)(r)),t===1/0)return r;null==t&&(t=10);var i=Math.max(1,p*t/e.ticks().length);return function(t){var e=t/g(Math.round(v(t)));return e*p<p-.5&&(e*=p),e<=i?r(t):\"\"}},e.nice=function(){return o(n.i(h.a)(o(),{floor:function(t){return g(Math.floor(v(t)))},ceil:function(t){return g(Math.ceil(v(t)))}}))},e.copy=function(){return n.i(d.c)(e,s().base(p))},e}e.a=s;var l=n(7),f=n(29),p=n(67),h=n(125),d=n(44)},function(t,e,n){\"use strict\";function r(t,e){return t<0?-Math.pow(-t,e):Math.pow(t,e)}function i(){function t(t,e){return(e=r(e,o)-(t=r(t,o)))?function(n){return(r(n,o)-t)/e}:n.i(a.a)(e)}function e(t,e){return e=r(e,o)-(t=r(t,o)),function(n){return r(t+e*n,1/o)}}var o=1,s=n.i(c.a)(t,e),l=s.domain;return s.exponent=function(t){return arguments.length?(o=+t,l(l())):o},s.copy=function(){return n.i(c.c)(s,i().exponent(o))},n.i(u.b)(s)}function o(){return i().exponent(.5)}e.a=i,e.b=o;var a=n(67),u=n(34),c=n(44)},function(t,e,n){\"use strict\";function r(){function t(){var t=0,r=Math.max(1,u.length);for(c=new Array(r-1);++t<r;)c[t-1]=n.i(i.quantile)(a,t/r);return e}function e(t){if(!isNaN(t=+t))return u[n.i(i.bisect)(c,t)]}var a=[],u=[],c=[];return e.invertExtent=function(t){var e=u.indexOf(t);return e<0?[NaN,NaN]:[e>0?c[e-1]:a[0],e<c.length?c[e]:a[a.length-1]]},e.domain=function(e){if(!arguments.length)return a.slice();a=[];for(var n,r=0,o=e.length;r<o;++r)null==(n=e[r])||isNaN(n=+n)||a.push(n);return a.sort(i.ascending),t()},e.range=function(e){return arguments.length?(u=o.b.call(e),t()):u.slice()},e.quantiles=function(){return c.slice()},e.copy=function(){return r().domain(a).range(u)},e}e.a=r;var i=n(7),o=n(16)},function(t,e,n){\"use strict\";function r(){function t(t){if(t<=t)return f[n.i(i.bisect)(l,t,0,s)]}function e(){var e=-1;for(l=new Array(s);++e<s;)l[e]=((e+1)*c-(e-s)*u)/(s+1);return t}var u=0,c=1,s=1,l=[.5],f=[0,1];return t.domain=function(t){return arguments.length?(u=+t[0],c=+t[1],e()):[u,c]},t.range=function(t){return arguments.length?(s=(f=o.b.call(t)).length-1,e()):f.slice()},t.invertExtent=function(t){var e=f.indexOf(t);return e<0?[NaN,NaN]:e<1?[u,l[0]]:e>=s?[l[s-1],c]:[l[e-1],l[e]]},t.copy=function(){return r().domain([u,c]).range(f)},n.i(a.b)(t)}e.a=r;var i=n(7),o=n(16),a=n(34)},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a});var r=n(10),i=n(30),o=n.i(i.d)(n.i(r.cubehelix)(-100,.75,.35),n.i(r.cubehelix)(80,1.5,.8)),a=n.i(i.d)(n.i(r.cubehelix)(260,.75,.35),n.i(r.cubehelix)(80,1.5,.8)),u=n.i(r.cubehelix)();e.a=function(t){(t<0||t>1)&&(t-=Math.floor(t));var e=Math.abs(t-.5);return u.h=360*t-100,u.s=1.5-1.5*e,u.l=.8-.9*e,u+\"\"}},function(t,e,n){\"use strict\";function r(t){function e(e){var n=(e-o)/(a-o);return t(u?Math.max(0,Math.min(1,n)):n)}var o=0,a=1,u=!1;return e.domain=function(t){return arguments.length?(o=+t[0],a=+t[1],e):[o,a]},e.clamp=function(t){return arguments.length?(u=!!t,e):u},e.interpolator=function(n){return arguments.length?(t=n,e):t},e.copy=function(){return r(t).domain([o,a]).clamp(u)},n.i(i.b)(e)}e.a=r;var i=n(34)},function(t,e,n){\"use strict\";function r(){function t(t){if(t<=t)return a[n.i(i.bisect)(e,t,0,u)]}var e=[.5],a=[0,1],u=1;return t.domain=function(n){return arguments.length?(e=o.b.call(n),u=Math.min(e.length,a.length-1),t):e.slice()},t.range=function(n){return arguments.length?(a=o.b.call(n),u=Math.min(e.length,a.length-1),t):a.slice()},t.invertExtent=function(t){var n=a.indexOf(t);return[e[n-1],e[n]]},t.copy=function(){return r().domain(e).range(a)},t}e.a=r;var i=n(7),o=n(16)},function(t,e,n){\"use strict\";var r=n(7),i=n(29);e.a=function(t,e,o){var a,u=t[0],c=t[t.length-1],s=n.i(r.tickStep)(u,c,null==e?10:e);switch(o=n.i(i.formatSpecifier)(null==o?\",f\":o),o.type){case\"s\":var l=Math.max(Math.abs(u),Math.abs(c));return null!=o.precision||isNaN(a=n.i(i.precisionPrefix)(s,l))||(o.precision=a),n.i(i.formatPrefix)(o,l);case\"\":case\"e\":case\"g\":case\"p\":case\"r\":null!=o.precision||isNaN(a=n.i(i.precisionRound)(s,Math.max(Math.abs(u),Math.abs(c))))||(o.precision=a-(\"e\"===o.type));break;case\"f\":case\"%\":null!=o.precision||isNaN(a=n.i(i.precisionFixed)(s))||(o.precision=a-2*(\"%\"===o.type))}return n.i(i.format)(o)}},function(t,e,n){\"use strict\";var r=n(128),i=n(78),o=n(80);e.a=function(){return n.i(r.b)(o.h,o.k,o.l,o.b,o.m,o.n,o.o,o.p,i.utcFormat).domain([Date.UTC(2e3,0,1),Date.UTC(2e3,0,2)])}},function(t,e,n){\"use strict\";function r(t){var e=t.length;return function(n){return t[Math.max(0,Math.min(e-1,Math.floor(n*e)))]}}n.d(e,\"b\",function(){return o}),n.d(e,\"c\",function(){return a}),n.d(e,\"d\",function(){return u});var i=n(33);e.a=r(n.i(i.a)(\"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\"));var o=r(n.i(i.a)(\"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\")),a=r(n.i(i.a)(\"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\")),u=r(n.i(i.a)(\"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\"))},function(t,e,n){\"use strict\";e.a=function(t){return function(){return t}}},function(t,e,n){\"use strict\";var r=n(45),i=n(131);e.a=function(t){return n.i(i.a)(n.i(r.a)(t).call(document.documentElement))}},function(t,e,n){\"use strict\";function r(){return new i}function i(){this._=\"@\"+(++o).toString(36)}e.a=r;var o=0;i.prototype=r.prototype={constructor:i,get:function(t){for(var e=this._;!(e in t);)if(!(t=t.parentNode))return;return t[e]},set:function(t,e){return t[this._]=e},remove:function(t){return this._ in t&&delete t[this._]},toString:function(){return this._}}},function(t,e,n){\"use strict\";var r=n(72),i=n(46);e.a=function(t){var e=n.i(r.a)();return e.changedTouches&&(e=e.changedTouches[0]),n.i(i.a)(t,e)}},function(t,e,n){\"use strict\";var r=n(8);e.a=function(t){return\"string\"==typeof t?new r.b([document.querySelectorAll(t)],[document.documentElement]):new r.b([null==t?[]:t],r.c)}},function(t,e,n){\"use strict\";var r=n(45);e.a=function(t){var e=\"function\"==typeof t?t:n.i(r.a)(t);return this.select(function(){return this.appendChild(e.apply(this,arguments))})}},function(t,e,n){\"use strict\";function r(t){return function(){this.removeAttribute(t)}}function i(t){return function(){this.removeAttributeNS(t.space,t.local)}}function o(t,e){return function(){this.setAttribute(t,e)}}function a(t,e){return function(){this.setAttributeNS(t.space,t.local,e)}}function u(t,e){return function(){var n=e.apply(this,arguments);null==n?this.removeAttribute(t):this.setAttribute(t,n)}}function c(t,e){return function(){var n=e.apply(this,arguments);null==n?this.removeAttributeNS(t.space,t.local):this.setAttributeNS(t.space,t.local,n)}}var s=n(68);e.a=function(t,e){var l=n.i(s.a)(t);if(arguments.length<2){var f=this.node();return l.local?f.getAttributeNS(l.space,l.local):f.getAttribute(l)}return this.each((null==e?l.local?i:r:\"function\"==typeof e?l.local?c:u:l.local?a:o)(l,e))}},function(t,e,n){\"use strict\";e.a=function(){var t=arguments[0];return arguments[0]=this,t.apply(null,arguments),this}},function(t,e,n){\"use strict\";function r(t){return t.trim().split(/^|\\s+/)}function i(t){return t.classList||new o(t)}function o(t){this._node=t,this._names=r(t.getAttribute(\"class\")||\"\")}function a(t,e){for(var n=i(t),r=-1,o=e.length;++r<o;)n.add(e[r])}function u(t,e){for(var n=i(t),r=-1,o=e.length;++r<o;)n.remove(e[r])}function c(t){return function(){a(this,t)}}function s(t){return function(){u(this,t)}}function l(t,e){return function(){(e.apply(this,arguments)?a:u)(this,t)}}o.prototype={add:function(t){this._names.indexOf(t)<0&&(this._names.push(t),this._node.setAttribute(\"class\",this._names.join(\" \")))},remove:function(t){var e=this._names.indexOf(t);e>=0&&(this._names.splice(e,1),this._node.setAttribute(\"class\",this._names.join(\" \")))},contains:function(t){return this._names.indexOf(t)>=0}},e.a=function(t,e){var n=r(t+\"\");if(arguments.length<2){for(var o=i(this.node()),a=-1,u=n.length;++a<u;)if(!o.contains(n[a]))return!1;return!0}return this.each((\"function\"==typeof e?l:e?c:s)(n,e))}},function(t,e,n){\"use strict\";function r(){return this.parentNode.insertBefore(this.cloneNode(!1),this.nextSibling)}function i(){return this.parentNode.insertBefore(this.cloneNode(!0),this.nextSibling)}e.a=function(t){return this.select(t?i:r)}},function(t,e,n){\"use strict\";function r(t,e,n,r,i,o){for(var u,c=0,s=e.length,l=o.length;c<l;++c)(u=e[c])?(u.__data__=o[c],r[c]=u):n[c]=new a.b(t,o[c]);for(;c<s;++c)(u=e[c])&&(i[c]=u)}function i(t,e,n,r,i,o,u){var s,l,f,p={},h=e.length,d=o.length,v=new Array(h);for(s=0;s<h;++s)(l=e[s])&&(v[s]=f=c+u.call(l,l.__data__,s,e),f in p?i[s]=l:p[f]=l);for(s=0;s<d;++s)f=c+u.call(t,o[s],s,o),(l=p[f])?(r[s]=l,l.__data__=o[s],p[f]=null):n[s]=new a.b(t,o[s]);for(s=0;s<h;++s)(l=e[s])&&p[v[s]]===l&&(i[s]=l)}var o=n(8),a=n(132),u=n(256),c=\"$\";e.a=function(t,e){if(!t)return y=new Array(this.size()),d=-1,this.each(function(t){y[++d]=t}),y;var a=e?i:r,c=this._parents,s=this._groups;\"function\"!=typeof t&&(t=n.i(u.a)(t));for(var l=s.length,f=new Array(l),p=new Array(l),h=new Array(l),d=0;d<l;++d){var v=c[d],g=s[d],m=g.length,y=t.call(v,v&&v.__data__,d,c),_=y.length,b=p[d]=new Array(_),x=f[d]=new Array(_);a(v,g,b,x,h[d]=new Array(m),y,e);for(var w,C,k=0,E=0;k<_;++k)if(w=b[k]){for(k>=E&&(E=k+1);!(C=x[E])&&++E<_;);w._next=C||null}}return f=new o.b(f,c),f._enter=p,f._exit=h,f}},function(t,e,n){\"use strict\";e.a=function(t){return arguments.length?this.property(\"__data__\",t):this.node().__data__}},function(t,e,n){\"use strict\";function r(t,e,r){var i=n.i(a.a)(t),o=i.CustomEvent;\"function\"==typeof o?o=new o(e,r):(o=i.document.createEvent(\"Event\"),r?(o.initEvent(e,r.bubbles,r.cancelable),o.detail=r.detail):o.initEvent(e,!1,!1)),t.dispatchEvent(o)}function i(t,e){return function(){return r(this,t,e)}}function o(t,e){return function(){return r(this,t,e.apply(this,arguments))}}var a=n(73);e.a=function(t,e){return this.each((\"function\"==typeof e?o:i)(t,e))}},function(t,e,n){\"use strict\";e.a=function(t){for(var e=this._groups,n=0,r=e.length;n<r;++n)for(var i,o=e[n],a=0,u=o.length;a<u;++a)(i=o[a])&&t.call(i,i.__data__,a,o);return this}},function(t,e,n){\"use strict\";e.a=function(){return!this.node()}},function(t,e,n){\"use strict\";var r=n(133),i=n(8);e.a=function(){return new i.b(this._exit||this._groups.map(r.a),this._parents)}},function(t,e,n){\"use strict\";var r=n(8),i=n(130);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=new Array(o),u=0;u<o;++u)for(var c,s=e[u],l=s.length,f=a[u]=[],p=0;p<l;++p)(c=s[p])&&t.call(c,c.__data__,p,s)&&f.push(c);return new r.b(a,this._parents)}},function(t,e,n){\"use strict\";function r(){this.innerHTML=\"\"}function i(t){return function(){this.innerHTML=t}}function o(t){return function(){var e=t.apply(this,arguments);this.innerHTML=null==e?\"\":e}}e.a=function(t){return arguments.length?this.each(null==t?r:(\"function\"==typeof t?o:i)(t)):this.node().innerHTML}},function(t,e,n){\"use strict\";function r(){return null}var i=n(45),o=n(71);e.a=function(t,e){var a=\"function\"==typeof t?t:n.i(i.a)(t),u=null==e?r:\"function\"==typeof e?e:n.i(o.a)(e);return this.select(function(){return this.insertBefore(a.apply(this,arguments),u.apply(this,arguments)||null)})}},function(t,e,n){\"use strict\";function r(){this.previousSibling&&this.parentNode.insertBefore(this,this.parentNode.firstChild)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";var r=n(8);e.a=function(t){for(var e=this._groups,n=t._groups,i=e.length,o=n.length,a=Math.min(i,o),u=new Array(i),c=0;c<a;++c)for(var s,l=e[c],f=n[c],p=l.length,h=u[c]=new Array(p),d=0;d<p;++d)(s=l[d]||f[d])&&(h[d]=s);for(;c<i;++c)u[c]=e[c];return new r.b(u,this._parents)}},function(t,e,n){\"use strict\";e.a=function(){for(var t=this._groups,e=0,n=t.length;e<n;++e)for(var r=t[e],i=0,o=r.length;i<o;++i){var a=r[i];if(a)return a}return null}},function(t,e,n){\"use strict\";e.a=function(){var t=new Array(this.size()),e=-1;return this.each(function(){t[++e]=this}),t}},function(t,e,n){\"use strict\";e.a=function(){for(var t=this._groups,e=-1,n=t.length;++e<n;)for(var r,i=t[e],o=i.length-1,a=i[o];--o>=0;)(r=i[o])&&(a&&a!==r.nextSibling&&a.parentNode.insertBefore(r,a),a=r);return this}},function(t,e,n){\"use strict\";function r(t){return function(){delete this[t]}}function i(t,e){return function(){this[t]=e}}function o(t,e){return function(){var n=e.apply(this,arguments);null==n?delete this[t]:this[t]=n}}e.a=function(t,e){return arguments.length>1?this.each((null==e?r:\"function\"==typeof e?o:i)(t,e)):this.node()[t]}},function(t,e,n){\"use strict\";function r(){this.nextSibling&&this.parentNode.appendChild(this)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";function r(){var t=this.parentNode;t&&t.removeChild(this)}e.a=function(){return this.each(r)}},function(t,e,n){\"use strict\";var r=n(8),i=n(71);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=new Array(o),u=0;u<o;++u)for(var c,s,l=e[u],f=l.length,p=a[u]=new Array(f),h=0;h<f;++h)(c=l[h])&&(s=t.call(c,c.__data__,h,l))&&(\"__data__\"in c&&(s.__data__=c.__data__),p[h]=s);return new r.b(a,this._parents)}},function(t,e,n){\"use strict\";var r=n(8),i=n(135);e.a=function(t){\"function\"!=typeof t&&(t=n.i(i.a)(t));for(var e=this._groups,o=e.length,a=[],u=[],c=0;c<o;++c)for(var s,l=e[c],f=l.length,p=0;p<f;++p)(s=l[p])&&(a.push(t.call(s,s.__data__,p,l)),u.push(s));return new r.b(a,u)}},function(t,e,n){\"use strict\";e.a=function(){var t=0;return this.each(function(){++t}),t}},function(t,e,n){\"use strict\";function r(t,e){return t<e?-1:t>e?1:t>=e?0:NaN}var i=n(8);e.a=function(t){function e(e,n){return e&&n?t(e.__data__,n.__data__):!e-!n}t||(t=r);for(var n=this._groups,o=n.length,a=new Array(o),u=0;u<o;++u){for(var c,s=n[u],l=s.length,f=a[u]=new Array(l),p=0;p<l;++p)(c=s[p])&&(f[p]=c);f.sort(e)}return new i.b(a,this._parents).order()}},function(t,e,n){\"use strict\";function r(){this.textContent=\"\"}function i(t){return function(){this.textContent=t}}function o(t){return function(){var e=t.apply(this,arguments);this.textContent=null==e?\"\":e}}e.a=function(t){return arguments.length?this.each(null==t?r:(\"function\"==typeof t?o:i)(t)):this.node().textContent}},function(t,e,n){\"use strict\";var r=n(72),i=n(46);e.a=function(t,e,o){arguments.length<3&&(o=e,e=n.i(r.a)().changedTouches);for(var a,u=0,c=e?e.length:0;u<c;++u)if((a=e[u]).identifier===o)return n.i(i.a)(t,a);return null}},function(t,e,n){\"use strict\";var r=n(72),i=n(46);e.a=function(t,e){null==e&&(e=n.i(r.a)().touches);for(var o=0,a=e?e.length:0,u=new Array(a);o<a;++o)u[o]=n.i(i.a)(t,e[o]);return u}},function(t,e,n){\"use strict\";function r(t){return t.innerRadius}function i(t){return t.outerRadius}function o(t){return t.startAngle}function a(t){return t.endAngle}function u(t){return t&&t.padAngle}function c(t,e,n,r,i,o,a,u){var c=n-t,s=r-e,l=a-i,f=u-o,p=(l*(e-o)-f*(t-i))/(f*c-l*s);return[t+p*c,e+p*s]}function s(t,e,r,i,o,a,u){var c=t-r,s=e-i,l=(u?a:-a)/n.i(p.d)(c*c+s*s),f=l*s,h=-l*c,d=t+f,v=e+h,g=r+f,m=i+h,y=(d+g)/2,_=(v+m)/2,b=g-d,x=m-v,w=b*b+x*x,C=o-a,k=d*m-g*v,E=(x<0?-1:1)*n.i(p.d)(n.i(p.e)(0,C*C*w-k*k)),M=(k*x-b*E)/w,T=(-k*b-x*E)/w,S=(k*x+b*E)/w,N=(-k*b+x*E)/w,A=M-y,P=T-_,O=S-y,I=N-_;return A*A+P*P>O*O+I*I&&(M=S,T=N),{cx:M,cy:T,x01:-f,y01:-h,x11:M*(o/C-1),y11:T*(o/C-1)}}var l=n(32),f=n(17),p=n(35);e.a=function(){function t(){var t,r,i=+e.apply(this,arguments),o=+h.apply(this,arguments),a=g.apply(this,arguments)-p.f,u=m.apply(this,arguments)-p.f,f=n.i(p.g)(u-a),b=u>a;if(_||(_=t=n.i(l.a)()),o<i&&(r=o,o=i,i=r),o>p.a)if(f>p.c-p.a)_.moveTo(o*n.i(p.h)(a),o*n.i(p.i)(a)),_.arc(0,0,o,a,u,!b),i>p.a&&(_.moveTo(i*n.i(p.h)(u),i*n.i(p.i)(u)),_.arc(0,0,i,u,a,b));else{var x,w,C=a,k=u,E=a,M=u,T=f,S=f,N=y.apply(this,arguments)/2,A=N>p.a&&(v?+v.apply(this,arguments):n.i(p.d)(i*i+o*o)),P=n.i(p.j)(n.i(p.g)(o-i)/2,+d.apply(this,arguments)),O=P,I=P;if(A>p.a){var D=n.i(p.k)(A/i*n.i(p.i)(N)),R=n.i(p.k)(A/o*n.i(p.i)(N));(T-=2*D)>p.a?(D*=b?1:-1,E+=D,M-=D):(T=0,E=M=(a+u)/2),(S-=2*R)>p.a?(R*=b?1:-1,C+=R,k-=R):(S=0,C=k=(a+u)/2)}var L=o*n.i(p.h)(C),U=o*n.i(p.i)(C),F=i*n.i(p.h)(M),j=i*n.i(p.i)(M);if(P>p.a){var B=o*n.i(p.h)(k),V=o*n.i(p.i)(k),W=i*n.i(p.h)(E),z=i*n.i(p.i)(E);if(f<p.b){var H=T>p.a?c(L,U,W,z,B,V,F,j):[F,j],q=L-H[0],Y=U-H[1],K=B-H[0],G=V-H[1],$=1/n.i(p.i)(n.i(p.l)((q*K+Y*G)/(n.i(p.d)(q*q+Y*Y)*n.i(p.d)(K*K+G*G)))/2),X=n.i(p.d)(H[0]*H[0]+H[1]*H[1]);O=n.i(p.j)(P,(i-X)/($-1)),I=n.i(p.j)(P,(o-X)/($+1))}}S>p.a?I>p.a?(x=s(W,z,L,U,o,I,b),w=s(B,V,F,j,o,I,b),_.moveTo(x.cx+x.x01,x.cy+x.y01),I<P?_.arc(x.cx,x.cy,I,n.i(p.m)(x.y01,x.x01),n.i(p.m)(w.y01,w.x01),!b):(_.arc(x.cx,x.cy,I,n.i(p.m)(x.y01,x.x01),n.i(p.m)(x.y11,x.x11),!b),_.arc(0,0,o,n.i(p.m)(x.cy+x.y11,x.cx+x.x11),n.i(p.m)(w.cy+w.y11,w.cx+w.x11),!b),_.arc(w.cx,w.cy,I,n.i(p.m)(w.y11,w.x11),n.i(p.m)(w.y01,w.x01),!b))):(_.moveTo(L,U),_.arc(0,0,o,C,k,!b)):_.moveTo(L,U),i>p.a&&T>p.a?O>p.a?(x=s(F,j,B,V,i,-O,b),w=s(L,U,W,z,i,-O,b),_.lineTo(x.cx+x.x01,x.cy+x.y01),O<P?_.arc(x.cx,x.cy,O,n.i(p.m)(x.y01,x.x01),n.i(p.m)(w.y01,w.x01),!b):(_.arc(x.cx,x.cy,O,n.i(p.m)(x.y01,x.x01),n.i(p.m)(x.y11,x.x11),!b),_.arc(0,0,i,n.i(p.m)(x.cy+x.y11,x.cx+x.x11),n.i(p.m)(w.cy+w.y11,w.cx+w.x11),b),_.arc(w.cx,w.cy,O,n.i(p.m)(w.y11,w.x11),n.i(p.m)(w.y01,w.x01),!b))):_.arc(0,0,i,M,E,b):_.lineTo(F,j)}else _.moveTo(0,0);if(_.closePath(),t)return _=null,t+\"\"||null}var e=r,h=i,d=n.i(f.a)(0),v=null,g=o,m=a,y=u,_=null;return t.centroid=function(){var t=(+e.apply(this,arguments)+ +h.apply(this,arguments))/2,r=(+g.apply(this,arguments)+ +m.apply(this,arguments))/2-p.b/2;return[n.i(p.h)(r)*t,n.i(p.i)(r)*t]},t.innerRadius=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(f.a)(+r),t):e},t.outerRadius=function(e){return arguments.length?(h=\"function\"==typeof e?e:n.i(f.a)(+e),t):h},t.cornerRadius=function(e){return arguments.length?(d=\"function\"==typeof e?e:n.i(f.a)(+e),t):d},t.padRadius=function(e){return arguments.length?(v=null==e?null:\"function\"==typeof e?e:n.i(f.a)(+e),t):v},t.startAngle=function(e){return arguments.length?(g=\"function\"==typeof e?e:n.i(f.a)(+e),t):g},t.endAngle=function(e){return arguments.length?(m=\"function\"==typeof e?e:n.i(f.a)(+e),t):m},t.padAngle=function(e){return arguments.length?(y=\"function\"==typeof e?e:n.i(f.a)(+e),t):y},t.context=function(e){return arguments.length?(_=null==e?null:e,t):_},t}},function(t,e,n){\"use strict\";var r=n(141),i=n(137),o=n(142);e.a=function(){var t=n.i(i.a)().curve(r.b),e=t.curve,a=t.lineX0,u=t.lineX1,c=t.lineY0,s=t.lineY1;return t.angle=t.x,delete t.x,t.startAngle=t.x0,delete t.x0,t.endAngle=t.x1,delete t.x1,t.radius=t.y,delete t.y,t.innerRadius=t.y0,delete t.y0,t.outerRadius=t.y1,delete t.y1,t.lineStartAngle=function(){return n.i(o.b)(a())},delete t.lineX0,t.lineEndAngle=function(){return n.i(o.b)(u())},delete t.lineX1,t.lineInnerRadius=function(){return n.i(o.b)(c())},delete t.lineY0,t.lineOuterRadius=function(){return n.i(o.b)(s())},delete t.lineY1,t.curve=function(t){return arguments.length?e(n.i(r.a)(t)):e()._curve},t}},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(50),o=n(47);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._y0=this._y1=this._y2=this._y3=this._y4=NaN,this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x2,this._y2),this._context.closePath();break;case 2:this._context.moveTo((this._x2+2*this._x3)/3,(this._y2+2*this._y3)/3),this._context.lineTo((this._x3+2*this._x2)/3,(this._y3+2*this._y2)/3),this._context.closePath();break;case 3:this.point(this._x2,this._y2),this.point(this._x3,this._y3),this.point(this._x4,this._y4)}},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._x2=t,this._y2=e;break;case 1:this._point=2,this._x3=t,this._y3=e;break;case 2:this._point=3,this._x4=t,this._y4=e,this._context.moveTo((this._x0+4*this._x1+t)/6,(this._y0+4*this._y1+e)/6);break;default:n.i(o.c)(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(47);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3;var r=(this._x0+4*this._x1+t)/6,o=(this._y0+4*this._y1+e)/6;this._line?this._context.lineTo(r,o):this._context.moveTo(r,o);break;case 3:this._point=4;default:n.i(i.c)(this,t,e)}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t,e){this._basis=new i.b(t),this._beta=e}var i=n(47);r.prototype={lineStart:function(){this._x=[],this._y=[],this._basis.lineStart()},lineEnd:function(){var t=this._x,e=this._y,n=t.length-1;if(n>0)for(var r,i=t[0],o=e[0],a=t[n]-i,u=e[n]-o,c=-1;++c<=n;)r=c/n,this._basis.point(this._beta*t[c]+(1-this._beta)*(i+r*a),this._beta*e[c]+(1-this._beta)*(o+r*u));this._x=this._y=null,this._basis.lineEnd()},point:function(t,e){this._x.push(+t),this._y.push(+e)}},e.a=function t(e){function n(t){return 1===e?new i.b(t):new r(t,e)}return n.beta=function(e){return t(+e)},n}(.85)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._alpha=e}var i=n(139),o=n(50),a=n(74);r.prototype={areaStart:o.a,areaEnd:o.a,lineStart:function(){this._x0=this._x1=this._x2=this._x3=this._x4=this._x5=this._y0=this._y1=this._y2=this._y3=this._y4=this._y5=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){switch(this._point){case 1:this._context.moveTo(this._x3,this._y3),this._context.closePath();break;case 2:this._context.lineTo(this._x3,this._y3),this._context.closePath();break;case 3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+i*i,this._alpha))}switch(this._point){case 0:this._point=1,this._x3=t,this._y3=e;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=e);break;case 2:this._point=3,this._x5=t,this._y5=e;break;default:n.i(a.b)(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new r(t,e):new i.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._alpha=e}var i=n(140),o=n(74);r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._l01_a=this._l12_a=this._l23_a=this._l01_2a=this._l12_2a=this._l23_2a=this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){if(t=+t,e=+e,this._point){var r=this._x2-t,i=this._y2-e;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(r*r+i*i,this._alpha))}switch(this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 2:this._point=3,this._line?this._context.lineTo(this._x2,this._y2):this._context.moveTo(this._x2,this._y2);break;case 3:this._point=4;default:n.i(o.b)(this,t,e)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=e}},e.a=function t(e){function n(t){return e?new r(t,e):new i.b(t,0)}return n.alpha=function(e){return t(+e)},n}(.5)},function(t,e,n){\"use strict\";function r(t){this._context=t}var i=n(50);r.prototype={areaStart:i.a,areaEnd:i.a,lineStart:function(){this._point=0},lineEnd:function(){this._point&&this._context.closePath()},point:function(t,e){t=+t,e=+e,this._point?this._context.lineTo(t,e):(this._point=1,this._context.moveTo(t,e))}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t){return t<0?-1:1}function i(t,e,n){var i=t._x1-t._x0,o=e-t._x1,a=(t._y1-t._y0)/(i||o<0&&-0),u=(n-t._y1)/(o||i<0&&-0),c=(a*o+u*i)/(i+o);return(r(a)+r(u))*Math.min(Math.abs(a),Math.abs(u),.5*Math.abs(c))||0}function o(t,e){var n=t._x1-t._x0;return n?(3*(t._y1-t._y0)/n-e)/2:e}function a(t,e,n){var r=t._x0,i=t._y0,o=t._x1,a=t._y1,u=(o-r)/3;t._context.bezierCurveTo(r+u,i+u*e,o-u,a-u*n,o,a)}function u(t){this._context=t}function c(t){this._context=new s(t)}function s(t){this._context=t}function l(t){return new u(t)}function f(t){return new c(t)}e.a=l,e.b=f,u.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._y0=this._y1=this._t0=NaN,this._point=0},lineEnd:function(){switch(this._point){case 2:this._context.lineTo(this._x1,this._y1);break;case 3:a(this,this._t0,o(this,this._t0))}(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,e){var n=NaN;if(t=+t,e=+e,t!==this._x1||e!==this._y1){switch(this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;break;case 2:this._point=3,a(this,o(this,n=i(this,t,e)),n);break;default:a(this,this._t0,n=i(this,t,e))}this._x0=this._x1,this._x1=t,this._y0=this._y1,this._y1=e,this._t0=n}}},(c.prototype=Object.create(u.prototype)).point=function(t,e){u.prototype.point.call(this,e,t)},s.prototype={moveTo:function(t,e){this._context.moveTo(e,t)},closePath:function(){this._context.closePath()},lineTo:function(t,e){this._context.lineTo(e,t)},bezierCurveTo:function(t,e,n,r,i,o){this._context.bezierCurveTo(e,t,r,n,o,i)}}},function(t,e,n){\"use strict\";function r(t){this._context=t}function i(t){var e,n,r=t.length-1,i=new Array(r),o=new Array(r),a=new Array(r);for(i[0]=0,o[0]=2,a[0]=t[0]+2*t[1],e=1;e<r-1;++e)i[e]=1,o[e]=4,a[e]=4*t[e]+2*t[e+1];for(i[r-1]=2,o[r-1]=7,a[r-1]=8*t[r-1]+t[r],e=1;e<r;++e)n=i[e]/o[e-1],o[e]-=n,a[e]-=n*a[e-1];for(i[r-1]=a[r-1]/o[r-1],e=r-2;e>=0;--e)i[e]=(a[e]-i[e+1])/o[e];for(o[r-1]=(t[r]+i[r-1])/2,e=0;e<r-1;++e)o[e]=2*t[e+1]-i[e+1];return[i,o]}r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=[],this._y=[]},lineEnd:function(){var t=this._x,e=this._y,n=t.length;if(n)if(this._line?this._context.lineTo(t[0],e[0]):this._context.moveTo(t[0],e[0]),2===n)this._context.lineTo(t[1],e[1]);else for(var r=i(t),o=i(e),a=0,u=1;u<n;++a,++u)this._context.bezierCurveTo(r[0][a],o[0][a],r[1][a],o[1][a],t[u],e[u]);(this._line||0!==this._line&&1===n)&&this._context.closePath(),this._line=1-this._line,this._x=this._y=null},point:function(t,e){this._x.push(+t),this._y.push(+e)}},e.a=function(t){return new r(t)}},function(t,e,n){\"use strict\";function r(t,e){this._context=t,this._t=e}function i(t){return new r(t,0)}function o(t){return new r(t,1)}e.c=i,e.b=o,r.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x=this._y=NaN,this._point=0},lineEnd:function(){0<this._t&&this._t<1&&2===this._point&&this._context.lineTo(this._x,this._y),(this._line||0!==this._line&&1===this._point)&&this._context.closePath(),this._line>=0&&(this._t=1-this._t,this._line=1-this._line)},point:function(t,e){switch(t=+t,e=+e,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,e):this._context.moveTo(t,e);break;case 1:this._point=2;default:if(this._t<=0)this._context.lineTo(this._x,e),this._context.lineTo(t,e);else{var n=this._x*(1-this._t)+t*this._t;this._context.lineTo(n,this._y),this._context.lineTo(n,e)}}this._x=t,this._y=e}},e.a=function(t){return new r(t,.5)}},function(t,e,n){\"use strict\";e.a=function(t,e){return e<t?-1:e>t?1:e>=t?0:NaN}},function(t,e,n){\"use strict\";e.a=function(t){return t}},function(t,e,n){\"use strict\";function r(t){return t.source}function i(t){return t.target}function o(t){function e(){var e,r=h.a.call(arguments),i=o.apply(this,r),l=a.apply(this,r);if(s||(s=e=n.i(p.a)()),t(s,+u.apply(this,(r[0]=i,r)),+c.apply(this,r),+u.apply(this,(r[0]=l,r)),+c.apply(this,r)),e)return s=null,e+\"\"||null}var o=r,a=i,u=v.a,c=v.b,s=null;return e.source=function(t){return arguments.length?(o=t,e):o},e.target=function(t){return arguments.length?(a=t,e):a},e.x=function(t){return arguments.length?(u=\"function\"==typeof t?t:n.i(d.a)(+t),e):u},e.y=function(t){return arguments.length?(c=\"function\"==typeof t?t:n.i(d.a)(+t),e):c},e.context=function(t){return arguments.length?(s=null==t?null:t,e):s},e}function a(t,e,n,r,i){t.moveTo(e,n),t.bezierCurveTo(e=(e+r)/2,n,e,i,r,i)}function u(t,e,n,r,i){t.moveTo(e,n),t.bezierCurveTo(e,n=(n+i)/2,r,n,r,i)}function c(t,e,r,i,o){var a=n.i(g.a)(e,r),u=n.i(g.a)(e,r=(r+o)/2),c=n.i(g.a)(i,r),s=n.i(g.a)(i,o);t.moveTo(a[0],a[1]),t.bezierCurveTo(u[0],u[1],c[0],c[1],s[0],s[1])}function s(){return o(a)}function l(){return o(u)}function f(){var t=o(c);return t.angle=t.x,delete t.x,t.radius=t.y,delete t.y,t}e.a=s,e.b=l,e.c=f;var p=n(32),h=n(138),d=n(17),v=n(77),g=n(143)},function(t,e,n){\"use strict\";e.a=function(t,e){if((u=t.length)>1)for(var n,r,i,o,a,u,c=0,s=t[e[0]].length;c<s;++c)for(o=a=0,n=0;n<u;++n)(i=(r=t[e[n]][c])[1]-r[0])>=0?(r[0]=o,r[1]=o+=i):i<0?(r[1]=a,r[0]=a+=i):r[0]=o}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((o=t.length)>0){for(var i,o,a,u=0,c=t[0].length;u<c;++u){for(a=i=0;i<o;++i)a+=t[i][u][1]||0;if(a)for(i=0;i<o;++i)t[i][u][1]/=a}n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((i=t.length)>0){for(var i,o=0,a=t[e[0]],u=a.length;o<u;++o){for(var c=0,s=0;c<i;++c)s+=t[c][o][1]||0;a[o][1]+=a[o][0]=-s/2}n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(36);e.a=function(t,e){if((a=t.length)>0&&(o=(i=t[e[0]]).length)>0){for(var i,o,a,u=0,c=1;c<o;++c){for(var s=0,l=0,f=0;s<a;++s){for(var p=t[e[s]],h=p[c][1]||0,d=p[c-1][1]||0,v=(h-d)/2,g=0;g<s;++g){var m=t[e[g]];v+=(m[c][1]||0)-(m[c-1][1]||0)}l+=h,f+=v*h}i[c-1][1]+=i[c-1][0]=u,l&&(u-=f/l)}i[c-1][1]+=i[c-1][0]=u,n.i(r.a)(t,e)}}},function(t,e,n){\"use strict\";var r=n(76);e.a=function(t){return n.i(r.a)(t).reverse()}},function(t,e,n){\"use strict\";var r=n(37),i=n(76);e.a=function(t){var e,o,a=t.length,u=t.map(i.b),c=n.i(r.a)(t).sort(function(t,e){return u[e]-u[t]}),s=0,l=0,f=[],p=[];for(e=0;e<a;++e)o=c[e],s<l?(s+=u[o],f.push(o)):(l+=u[o],p.push(o));return p.reverse().concat(f)}},function(t,e,n){\"use strict\";var r=n(37);e.a=function(t){return n.i(r.a)(t).reverse()}},function(t,e,n){\"use strict\";var r=n(17),i=n(301),o=n(302),a=n(35);e.a=function(){function t(t){var n,r,i,o,p,h=t.length,d=0,v=new Array(h),g=new Array(h),m=+s.apply(this,arguments),y=Math.min(a.c,Math.max(-a.c,l.apply(this,arguments)-m)),_=Math.min(Math.abs(y)/h,f.apply(this,arguments)),b=_*(y<0?-1:1);for(n=0;n<h;++n)(p=g[v[n]=n]=+e(t[n],n,t))>0&&(d+=p);for(null!=u?v.sort(function(t,e){return u(g[t],g[e])}):null!=c&&v.sort(function(e,n){return c(t[e],t[n])}),n=0,i=d?(y-h*b)/d:0;n<h;++n,m=o)r=v[n],p=g[r],o=m+(p>0?p*i:0)+b,g[r]={data:t[r],index:n,value:p,startAngle:m,endAngle:o,padAngle:_};return g}var e=o.a,u=i.a,c=null,s=n.i(r.a)(0),l=n.i(r.a)(a.c),f=n.i(r.a)(0);return t.value=function(i){return arguments.length?(e=\"function\"==typeof i?i:n.i(r.a)(+i),t):e},t.sortValues=function(e){return arguments.length?(u=e,c=null,t):u},t.sort=function(e){return arguments.length?(c=e,u=null,t):c},t.startAngle=function(e){return arguments.length?(s=\"function\"==typeof e?e:n.i(r.a)(+e),t):s},t.endAngle=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(r.a)(+e),t):l},t.padAngle=function(e){return arguments.length?(f=\"function\"==typeof e?e:n.i(r.a)(+e),t):f},t}},function(t,e,n){\"use strict\";function r(t,e){return t[e]}var i=n(138),o=n(17),a=n(36),u=n(37);e.a=function(){function t(t){var n,r,i=e.apply(this,arguments),o=t.length,a=i.length,u=new Array(a);for(n=0;n<a;++n){for(var f,p=i[n],h=u[n]=new Array(o),d=0;d<o;++d)h[d]=f=[0,+l(t[d],p,d,t)],f.data=t[d];h.key=p}for(n=0,r=c(u);n<a;++n)u[r[n]].index=n;return s(u,r),u}var e=n.i(o.a)([]),c=u.a,s=a.a,l=r;return t.keys=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(o.a)(i.a.call(r)),t):e},t.value=function(e){return arguments.length?(l=\"function\"==typeof e?e:n.i(o.a)(+e),t):l},t.order=function(e){return arguments.length?(c=null==e?u.a:\"function\"==typeof e?e:n.i(o.a)(i.a.call(e)),t):c},t.offset=function(e){return arguments.length?(s=null==e?a.a:e,t):s},t}},function(t,e,n){\"use strict\";n.d(e,\"b\",function(){return p});var r=n(32),i=n(144),o=n(145),a=n(146),u=n(148),c=n(147),s=n(149),l=n(150),f=n(17),p=[i.a,o.a,a.a,c.a,u.a,s.a,l.a];e.a=function(){function t(){var t;if(a||(a=t=n.i(r.a)()),e.apply(this,arguments).draw(a,+o.apply(this,arguments)),t)return a=null,t+\"\"||null}var e=n.i(f.a)(i.a),o=n.i(f.a)(64),a=null;return t.type=function(r){return arguments.length?(e=\"function\"==typeof r?r:n.i(f.a)(r),t):e},t.size=function(e){return arguments.length?(o=\"function\"==typeof e?e:n.i(f.a)(+e),t):o},t.context=function(e){return arguments.length?(a=null==e?null:e,t):a},t}},function(t,e,n){\"use strict\";function r(t){var e=new Date(t);return isNaN(e)?null:e}var i=n(151),o=n(79),a=+new Date(\"2000-01-01T00:00:00.000Z\")?r:n.i(o.e)(i.b);e.a=a},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setHours(0,0,0,0)},function(t,e){t.setDate(t.getDate()+e)},function(t,e){return(e-t-(e.getTimezoneOffset()-t.getTimezoneOffset())*i.d)/i.b},function(t){return t.getDate()-1});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){var e=t.getTimezoneOffset()*i.d%i.c;e<0&&(e+=i.c),t.setTime(Math.floor((+t-e)/i.c)*i.c+e)},function(t,e){t.setTime(+t+e*i.c)},function(t,e){return(e-t)/i.c},function(t){return t.getHours()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(){},function(t,e){t.setTime(+t+e)},function(t,e){return e-t});i.every=function(t){return t=Math.floor(t),isFinite(t)&&t>0?t>1?n.i(r.a)(function(e){e.setTime(Math.floor(e/t)*t)},function(e,n){e.setTime(+e+n*t)},function(e,n){return(n-e)/t}):i:null},e.a=i;i.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setTime(Math.floor(t/i.d)*i.d)},function(t,e){t.setTime(+t+e*i.d)},function(t,e){return(e-t)/i.d},function(t){return t.getMinutes()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setDate(1),t.setHours(0,0,0,0)},function(t,e){t.setMonth(t.getMonth()+e)},function(t,e){return e.getMonth()-t.getMonth()+12*(e.getFullYear()-t.getFullYear())},function(t){return t.getMonth()});e.a=i;i.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setTime(Math.floor(t/i.e)*i.e)},function(t,e){t.setTime(+t+e*i.e)},function(t,e){return(e-t)/i.e},function(t){return t.getUTCSeconds()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCDate(t.getUTCDate()+e)},function(t,e){return(e-t)/i.b},function(t){return t.getUTCDate()-1});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCMinutes(0,0,0)},function(t,e){t.setTime(+t+e*i.c)},function(t,e){return(e-t)/i.c},function(t){return t.getUTCHours()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n(13),o=n.i(r.a)(function(t){t.setUTCSeconds(0,0)},function(t,e){t.setTime(+t+e*i.d)},function(t,e){return(e-t)/i.d},function(t){return t.getUTCMinutes()});e.a=o;o.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setUTCDate(1),t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCMonth(t.getUTCMonth()+e)},function(t,e){return e.getUTCMonth()-t.getUTCMonth()+12*(e.getUTCFullYear()-t.getUTCFullYear())},function(t){return t.getUTCMonth()});e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return n.i(i.a)(function(e){e.setUTCDate(e.getUTCDate()-(e.getUTCDay()+7-t)%7),e.setUTCHours(0,0,0,0)},function(t,e){t.setUTCDate(t.getUTCDate()+7*e)},function(t,e){return(e-t)/o.a})}n.d(e,\"a\",function(){return a}),n.d(e,\"b\",function(){return u}),n.d(e,\"c\",function(){return l});var i=n(5),o=n(13),a=r(0),u=r(1),c=r(2),s=r(3),l=r(4),f=r(5),p=r(6);a.range,u.range,c.range,s.range,l.range,f.range,p.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setUTCMonth(0,1),t.setUTCHours(0,0,0,0)},function(t,e){t.setUTCFullYear(t.getUTCFullYear()+e)},function(t,e){return e.getUTCFullYear()-t.getUTCFullYear()},function(t){return t.getUTCFullYear()});i.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n.i(r.a)(function(e){e.setUTCFullYear(Math.floor(e.getUTCFullYear()/t)*t),e.setUTCMonth(0,1),e.setUTCHours(0,0,0,0)},function(e,n){e.setUTCFullYear(e.getUTCFullYear()+n*t)}):null},e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return n.i(i.a)(function(e){e.setDate(e.getDate()-(e.getDay()+7-t)%7),e.setHours(0,0,0,0)},function(t,e){t.setDate(t.getDate()+7*e)},function(t,e){return(e-t-(e.getTimezoneOffset()-t.getTimezoneOffset())*o.d)/o.a})}n.d(e,\"a\",function(){return a}),n.d(e,\"b\",function(){return u}),n.d(e,\"c\",function(){return l});var i=n(5),o=n(13),a=r(0),u=r(1),c=r(2),s=r(3),l=r(4),f=r(5),p=r(6);a.range,u.range,c.range,s.range,l.range,f.range,p.range},function(t,e,n){\"use strict\";var r=n(5),i=n.i(r.a)(function(t){t.setMonth(0,1),t.setHours(0,0,0,0)},function(t,e){t.setFullYear(t.getFullYear()+e)},function(t,e){return e.getFullYear()-t.getFullYear()},function(t){return t.getFullYear()});i.every=function(t){return isFinite(t=Math.floor(t))&&t>0?n.i(r.a)(function(e){e.setFullYear(Math.floor(e.getFullYear()/t)*t),e.setMonth(0,1),e.setHours(0,0,0,0)},function(e,n){e.setFullYear(e.getFullYear()+n*t)}):null},e.a=i;i.range},function(t,e,n){\"use strict\";function r(t){return t.replace(i,function(t,e){return e.toUpperCase()})}var i=/-(.)/g;t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t.replace(o,\"ms-\"))}var i=n(329),o=/^-ms-/;t.exports=r},function(t,e,n){\"use strict\";function r(t,e){return!(!t||!e)&&(t===e||!i(t)&&(i(e)?r(t,e.parentNode):\"contains\"in t?t.contains(e):!!t.compareDocumentPosition&&!!(16&t.compareDocumentPosition(e))))}var i=n(339);t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t.length;if((Array.isArray(t)||\"object\"!=typeof t&&\"function\"!=typeof t)&&a(!1),\"number\"!=typeof e&&a(!1),0===e||e-1 in t||a(!1),\"function\"==typeof t.callee&&a(!1),t.hasOwnProperty)try{return Array.prototype.slice.call(t)}catch(t){}for(var n=Array(e),r=0;r<e;r++)n[r]=t[r];return n}function i(t){return!!t&&(\"object\"==typeof t||\"function\"==typeof t)&&\"length\"in t&&!(\"setInterval\"in t)&&\"number\"!=typeof t.nodeType&&(Array.isArray(t)||\"callee\"in t||\"item\"in t)}function o(t){return i(t)?Array.isArray(t)?t.slice():r(t):[t]}var a=n(0);t.exports=o},function(t,e,n){\"use strict\";function r(t){var e=t.match(l);return e&&e[1].toLowerCase()}function i(t,e){var n=s;s||c(!1);var i=r(t),o=i&&u(i);if(o){n.innerHTML=o[1]+t+o[2];for(var l=o[0];l--;)n=n.lastChild}else n.innerHTML=t;var f=n.getElementsByTagName(\"script\");f.length&&(e||c(!1),a(f).forEach(e));for(var p=Array.from(n.childNodes);n.lastChild;)n.removeChild(n.lastChild);return p}var o=n(6),a=n(332),u=n(334),c=n(0),s=o.canUseDOM?document.createElement(\"div\"):null,l=/^\\s*<(\\w+)/;t.exports=i},function(t,e,n){\"use strict\";function r(t){return a||o(!1),p.hasOwnProperty(t)||(t=\"*\"),u.hasOwnProperty(t)||(a.innerHTML=\"*\"===t?\"<link />\":\"<\"+t+\"></\"+t+\">\",u[t]=!a.firstChild),u[t]?p[t]:null}var i=n(6),o=n(0),a=i.canUseDOM?document.createElement(\"div\"):null,u={},c=[1,'<select multiple=\"true\">',\"</select>\"],s=[1,\"<table>\",\"</table>\"],l=[3,\"<table><tbody><tr>\",\"</tr></tbody></table>\"],f=[1,'<svg xmlns=\"http://www.w3.org/2000/svg\">',\"</svg>\"],p={\"*\":[1,\"?<div>\",\"</div>\"],area:[1,\"<map>\",\"</map>\"],col:[2,\"<table><tbody></tbody><colgroup>\",\"</colgroup></table>\"],legend:[1,\"<fieldset>\",\"</fieldset>\"],param:[1,\"<object>\",\"</object>\"],tr:[2,\"<table><tbody>\",\"</tbody></table>\"],optgroup:c,option:c,caption:s,colgroup:s,tbody:s,tfoot:s,thead:s,td:l,th:l};[\"circle\",\"clipPath\",\"defs\",\"ellipse\",\"g\",\"image\",\"line\",\"linearGradient\",\"mask\",\"path\",\"pattern\",\"polygon\",\"polyline\",\"radialGradient\",\"rect\",\"stop\",\"text\",\"tspan\"].forEach(function(t){p[t]=f,u[t]=!0}),t.exports=r},function(t,e,n){\"use strict\";function r(t){return t.Window&&t instanceof t.Window?{x:t.pageXOffset||t.document.documentElement.scrollLeft,y:t.pageYOffset||t.document.documentElement.scrollTop}:{x:t.scrollLeft,y:t.scrollTop}}t.exports=r},function(t,e,n){\"use strict\";function r(t){return t.replace(i,\"-$1\").toLowerCase()}var i=/([A-Z])/g;t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t).replace(o,\"-ms-\")}var i=n(336),o=/^ms-/;t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t?t.ownerDocument||t:document,n=e.defaultView||window;return!(!t||!(\"function\"==typeof n.Node?t instanceof n.Node:\"object\"==typeof t&&\"number\"==typeof t.nodeType&&\"string\"==typeof t.nodeName))}t.exports=r},function(t,e,n){\"use strict\";function r(t){return i(t)&&3==t.nodeType}var i=n(338);t.exports=r},function(t,e,n){\"use strict\";var r=function(t){var e;for(e in t)if(t.hasOwnProperty(e))return e;return null};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e={};return function(n){return e.hasOwnProperty(n)||(e[n]=t.call(this,n)),e[n]}}t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r,i){}t.exports=r},function(t,e,n){\"use strict\";function r(){return null}var i=n(3),o=n(344),a=n(342),u=function(){};t.exports=function(t,e){function n(t){var e=t&&(E&&t[E]||t[M]);if(\"function\"==typeof e)return e}function c(t,e){return t===e?0!==t||1/t==1/e:t!==t&&e!==e}function s(t){this.message=t,this.stack=\"\"}function l(t){function n(n,r,i,a,u,c,l){if(a=a||T,c=c||i,l!==o){if(e){var f=new Error(\"Calling PropTypes validators directly is not supported by the `prop-types` package. Use `PropTypes.checkPropTypes()` to call them. Read more at http://fb.me/use-check-prop-types\");throw f.name=\"Invariant Violation\",f}}return null==r[i]?n?new s(null===r[i]?\"The \"+u+\" `\"+c+\"` is marked as required in `\"+a+\"`, but its value is `null`.\":\"The \"+u+\" `\"+c+\"` is marked as required in `\"+a+\"`, but its value is `undefined`.\"):null:t(r,i,a,u,c)}var r=n.bind(null,!1);return r.isRequired=n.bind(null,!0),r}function f(t){function e(e,n,r,i,o,a){var u=e[n];if(x(u)!==t)return new s(\"Invalid \"+i+\" `\"+o+\"` of type `\"+w(u)+\"` supplied to `\"+r+\"`, expected `\"+t+\"`.\");return null}return l(e)}function p(t){function e(e,n,r,i,a){if(\"function\"!=typeof t)return new s(\"Property `\"+a+\"` of component `\"+r+\"` has invalid PropType notation inside arrayOf.\");var u=e[n];if(!Array.isArray(u)){return new s(\"Invalid \"+i+\" `\"+a+\"` of type `\"+x(u)+\"` supplied to `\"+r+\"`, expected an array.\")}for(var c=0;c<u.length;c++){var l=t(u,c,r,i,a+\"[\"+c+\"]\",o);if(l instanceof Error)return l}return null}return l(e)}function h(t){function e(e,n,r,i,o){if(!(e[n]instanceof t)){var a=t.name||T;return new s(\"Invalid \"+i+\" `\"+o+\"` of type `\"+k(e[n])+\"` supplied to `\"+r+\"`, expected instance of `\"+a+\"`.\")}return null}return l(e)}function d(t){function e(e,n,r,i,o){for(var a=e[n],u=0;u<t.length;u++)if(c(a,t[u]))return null;return new s(\"Invalid \"+i+\" `\"+o+\"` of value `\"+a+\"` supplied to `\"+r+\"`, expected one of \"+JSON.stringify(t)+\".\")}return Array.isArray(t)?l(e):r}function v(t){function e(e,n,r,i,a){if(\"function\"!=typeof t)return new s(\"Property `\"+a+\"` of component `\"+r+\"` has invalid PropType notation inside objectOf.\");var u=e[n],c=x(u);if(\"object\"!==c)return new s(\"Invalid \"+i+\" `\"+a+\"` of type `\"+c+\"` supplied to `\"+r+\"`, expected an object.\");for(var l in u)if(u.hasOwnProperty(l)){var f=t(u,l,r,i,a+\".\"+l,o);if(f instanceof Error)return f}return null}return l(e)}function g(t){function e(e,n,r,i,a){for(var u=0;u<t.length;u++){if(null==(0,t[u])(e,n,r,i,a,o))return null}return new s(\"Invalid \"+i+\" `\"+a+\"` supplied to `\"+r+\"`.\")}if(!Array.isArray(t))return r;for(var n=0;n<t.length;n++){var i=t[n];if(\"function\"!=typeof i)return u(\"Invalid argument supplied to oneOfType. Expected an array of check functions, but received \"+C(i)+\" at index \"+n+\".\"),r}return l(e)}function m(t){function e(e,n,r,i,a){var u=e[n],c=x(u);if(\"object\"!==c)return new s(\"Invalid \"+i+\" `\"+a+\"` of type `\"+c+\"` supplied to `\"+r+\"`, expected `object`.\");for(var l in t){var f=t[l];if(f){var p=f(u,l,r,i,a+\".\"+l,o);if(p)return p}}return null}return l(e)}function y(t){function e(e,n,r,a,u){var c=e[n],l=x(c);if(\"object\"!==l)return new s(\"Invalid \"+a+\" `\"+u+\"` of type `\"+l+\"` supplied to `\"+r+\"`, expected `object`.\");var f=i({},e[n],t);for(var p in f){var h=t[p];if(!h)return new s(\"Invalid \"+a+\" `\"+u+\"` key `\"+p+\"` supplied to `\"+r+\"`.\\nBad object: \"+JSON.stringify(e[n],null,\"  \")+\"\\nValid keys: \"+JSON.stringify(Object.keys(t),null,\"  \"));var d=h(c,p,r,a,u+\".\"+p,o);if(d)return d}return null}return l(e)}function _(e){switch(typeof e){case\"number\":case\"string\":case\"undefined\":return!0;case\"boolean\":return!e;case\"object\":if(Array.isArray(e))return e.every(_);if(null===e||t(e))return!0;var r=n(e);if(!r)return!1;var i,o=r.call(e);if(r!==e.entries){for(;!(i=o.next()).done;)if(!_(i.value))return!1}else for(;!(i=o.next()).done;){var a=i.value;if(a&&!_(a[1]))return!1}return!0;default:return!1}}function b(t,e){return\"symbol\"===t||(\"Symbol\"===e[\"@@toStringTag\"]||\"function\"==typeof Symbol&&e instanceof Symbol)}function x(t){var e=typeof t;return Array.isArray(t)?\"array\":t instanceof RegExp?\"object\":b(e,t)?\"symbol\":e}function w(t){if(void 0===t||null===t)return\"\"+t;var e=x(t);if(\"object\"===e){if(t instanceof Date)return\"date\";if(t instanceof RegExp)return\"regexp\"}return e}function C(t){var e=w(t);switch(e){case\"array\":case\"object\":return\"an \"+e;case\"boolean\":case\"date\":case\"regexp\":return\"a \"+e;default:return e}}function k(t){return t.constructor&&t.constructor.name?t.constructor.name:T}var E=\"function\"==typeof Symbol&&Symbol.iterator,M=\"@@iterator\",T=\"<<anonymous>>\",S={array:f(\"array\"),bool:f(\"boolean\"),func:f(\"function\"),number:f(\"number\"),object:f(\"object\"),string:f(\"string\"),symbol:f(\"symbol\"),any:function(){return l(r)}(),arrayOf:p,element:function(){function e(e,n,r,i,o){var a=e[n];if(!t(a)){return new s(\"Invalid \"+i+\" `\"+o+\"` of type `\"+x(a)+\"` supplied to `\"+r+\"`, expected a single ReactElement.\")}return null}return l(e)}(),instanceOf:h,node:function(){function t(t,e,n,r,i){return _(t[e])?null:new s(\"Invalid \"+r+\" `\"+i+\"` supplied to `\"+n+\"`, expected a ReactNode.\")}return l(t)}(),objectOf:v,oneOf:d,oneOfType:g,shape:m,exact:y};return s.prototype=Error.prototype,S.checkPropTypes=a,S.PropTypes=S,S}},function(t,e,n){\"use strict\";t.exports=\"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED\"},function(t,e,n){\"use strict\";var r={Properties:{\"aria-current\":0,\"aria-details\":0,\"aria-disabled\":0,\"aria-hidden\":0,\"aria-invalid\":0,\"aria-keyshortcuts\":0,\"aria-label\":0,\"aria-roledescription\":0,\"aria-autocomplete\":0,\"aria-checked\":0,\"aria-expanded\":0,\"aria-haspopup\":0,\"aria-level\":0,\"aria-modal\":0,\"aria-multiline\":0,\"aria-multiselectable\":0,\"aria-orientation\":0,\"aria-placeholder\":0,\"aria-pressed\":0,\"aria-readonly\":0,\"aria-required\":0,\"aria-selected\":0,\"aria-sort\":0,\"aria-valuemax\":0,\"aria-valuemin\":0,\"aria-valuenow\":0,\"aria-valuetext\":0,\"aria-atomic\":0,\"aria-busy\":0,\"aria-live\":0,\"aria-relevant\":0,\"aria-dropeffect\":0,\"aria-grabbed\":0,\"aria-activedescendant\":0,\"aria-colcount\":0,\"aria-colindex\":0,\"aria-colspan\":0,\"aria-controls\":0,\"aria-describedby\":0,\"aria-errormessage\":0,\"aria-flowto\":0,\"aria-labelledby\":0,\"aria-owns\":0,\"aria-posinset\":0,\"aria-rowcount\":0,\"aria-rowindex\":0,\"aria-rowspan\":0,\"aria-setsize\":0},DOMAttributeNames:{},DOMPropertyNames:{}};t.exports=r},function(t,e,n){\"use strict\";var r=n(4),i=n(154),o={focusDOMComponent:function(){i(r.getNodeFromInstance(this))}};t.exports=o},function(t,e,n){\"use strict\";function r(t){return(t.ctrlKey||t.altKey||t.metaKey)&&!(t.ctrlKey&&t.altKey)}function i(t){switch(t){case\"topCompositionStart\":return E.compositionStart;case\"topCompositionEnd\":return E.compositionEnd;case\"topCompositionUpdate\":return E.compositionUpdate}}function o(t,e){return\"topKeyDown\"===t&&e.keyCode===y}function a(t,e){switch(t){case\"topKeyUp\":return-1!==m.indexOf(e.keyCode);case\"topKeyDown\":return e.keyCode!==y;case\"topKeyPress\":case\"topMouseDown\":case\"topBlur\":return!0;default:return!1}}function u(t){var e=t.detail;return\"object\"==typeof e&&\"data\"in e?e.data:null}function c(t,e,n,r){var c,s;if(_?c=i(t):T?a(t,n)&&(c=E.compositionEnd):o(t,n)&&(c=E.compositionStart),!c)return null;w&&(T||c!==E.compositionStart?c===E.compositionEnd&&T&&(s=T.getData()):T=d.getPooled(r));var l=v.getPooled(c,e,n,r);if(s)l.data=s;else{var f=u(n);null!==f&&(l.data=f)}return p.accumulateTwoPhaseDispatches(l),l}function s(t,e){switch(t){case\"topCompositionEnd\":return u(e);case\"topKeyPress\":return e.which!==C?null:(M=!0,k);case\"topTextInput\":var n=e.data;return n===k&&M?null:n;default:return null}}function l(t,e){if(T){if(\"topCompositionEnd\"===t||!_&&a(t,e)){var n=T.getData();return d.release(T),T=null,n}return null}switch(t){case\"topPaste\":return null;case\"topKeyPress\":return e.which&&!r(e)?String.fromCharCode(e.which):null;case\"topCompositionEnd\":return w?null:e.data;default:return null}}function f(t,e,n,r){var i;if(!(i=x?s(t,n):l(t,n)))return null;var o=g.getPooled(E.beforeInput,e,n,r);return o.data=i,p.accumulateTwoPhaseDispatches(o),o}var p=n(23),h=n(6),d=n(354),v=n(391),g=n(394),m=[9,13,27,32],y=229,_=h.canUseDOM&&\"CompositionEvent\"in window,b=null;h.canUseDOM&&\"documentMode\"in document&&(b=document.documentMode);var x=h.canUseDOM&&\"TextEvent\"in window&&!b&&!function(){var t=window.opera;return\"object\"==typeof t&&\"function\"==typeof t.version&&parseInt(t.version(),10)<=12}(),w=h.canUseDOM&&(!_||b&&b>8&&b<=11),C=32,k=String.fromCharCode(C),E={beforeInput:{phasedRegistrationNames:{bubbled:\"onBeforeInput\",captured:\"onBeforeInputCapture\"},dependencies:[\"topCompositionEnd\",\"topKeyPress\",\"topTextInput\",\"topPaste\"]},compositionEnd:{phasedRegistrationNames:{bubbled:\"onCompositionEnd\",captured:\"onCompositionEndCapture\"},dependencies:[\"topBlur\",\"topCompositionEnd\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]},compositionStart:{phasedRegistrationNames:{bubbled:\"onCompositionStart\",captured:\"onCompositionStartCapture\"},dependencies:[\"topBlur\",\"topCompositionStart\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]},compositionUpdate:{phasedRegistrationNames:{bubbled:\"onCompositionUpdate\",captured:\"onCompositionUpdateCapture\"},dependencies:[\"topBlur\",\"topCompositionUpdate\",\"topKeyDown\",\"topKeyPress\",\"topKeyUp\",\"topMouseDown\"]}},M=!1,T=null,S={eventTypes:E,extractEvents:function(t,e,n,r){return[c(t,e,n,r),f(t,e,n,r)]}};t.exports=S},function(t,e,n){\"use strict\";var r=n(158),i=n(6),o=(n(9),n(330),n(400)),a=n(337),u=n(341),c=(n(2),u(function(t){return a(t)})),s=!1,l=\"cssFloat\";if(i.canUseDOM){var f=document.createElement(\"div\").style;try{f.font=\"\"}catch(t){s=!0}void 0===document.documentElement.style.cssFloat&&(l=\"styleFloat\")}var p={createMarkupForStyles:function(t,e){var n=\"\";for(var r in t)if(t.hasOwnProperty(r)){var i=0===r.indexOf(\"--\"),a=t[r];null!=a&&(n+=c(r)+\":\",n+=o(r,a,e,i)+\";\")}return n||null},setValueForStyles:function(t,e,n){var i=t.style;for(var a in e)if(e.hasOwnProperty(a)){var u=0===a.indexOf(\"--\"),c=o(a,e[a],n,u);if(\"float\"!==a&&\"cssFloat\"!==a||(a=l),u)i.setProperty(a,c);else if(c)i[a]=c;else{var f=s&&r.shorthandPropertyExpansions[a];if(f)for(var p in f)i[p]=\"\";else i[a]=\"\"}}}};t.exports=p},function(t,e,n){\"use strict\";function r(t,e,n){var r=M.getPooled(P.change,t,e,n);return r.type=\"change\",w.accumulateTwoPhaseDispatches(r),r}function i(t){var e=t.nodeName&&t.nodeName.toLowerCase();return\"select\"===e||\"input\"===e&&\"file\"===t.type}function o(t){var e=r(I,t,S(t));E.batchedUpdates(a,e)}function a(t){x.enqueueEvents(t),x.processEventQueue(!1)}function u(t,e){O=t,I=e,O.attachEvent(\"onchange\",o)}function c(){O&&(O.detachEvent(\"onchange\",o),O=null,I=null)}function s(t,e){var n=T.updateValueIfChanged(t),r=!0===e.simulated&&L._allowSimulatedPassThrough;if(n||r)return t}function l(t,e){if(\"topChange\"===t)return e}function f(t,e,n){\"topFocus\"===t?(c(),u(e,n)):\"topBlur\"===t&&c()}function p(t,e){O=t,I=e,O.attachEvent(\"onpropertychange\",d)}function h(){O&&(O.detachEvent(\"onpropertychange\",d),O=null,I=null)}function d(t){\"value\"===t.propertyName&&s(I,t)&&o(t)}function v(t,e,n){\"topFocus\"===t?(h(),p(e,n)):\"topBlur\"===t&&h()}function g(t,e,n){if(\"topSelectionChange\"===t||\"topKeyUp\"===t||\"topKeyDown\"===t)return s(I,n)}function m(t){var e=t.nodeName;return e&&\"input\"===e.toLowerCase()&&(\"checkbox\"===t.type||\"radio\"===t.type)}function y(t,e,n){if(\"topClick\"===t)return s(e,n)}function _(t,e,n){if(\"topInput\"===t||\"topChange\"===t)return s(e,n)}function b(t,e){if(null!=t){var n=t._wrapperState||e._wrapperState;if(n&&n.controlled&&\"number\"===e.type){var r=\"\"+e.value;e.getAttribute(\"value\")!==r&&e.setAttribute(\"value\",r)}}}var x=n(22),w=n(23),C=n(6),k=n(4),E=n(12),M=n(14),T=n(173),S=n(94),N=n(95),A=n(175),P={change:{phasedRegistrationNames:{bubbled:\"onChange\",captured:\"onChangeCapture\"},dependencies:[\"topBlur\",\"topChange\",\"topClick\",\"topFocus\",\"topInput\",\"topKeyDown\",\"topKeyUp\",\"topSelectionChange\"]}},O=null,I=null,D=!1;C.canUseDOM&&(D=N(\"change\")&&(!document.documentMode||document.documentMode>8));var R=!1;C.canUseDOM&&(R=N(\"input\")&&(!document.documentMode||document.documentMode>9));var L={eventTypes:P,_allowSimulatedPassThrough:!0,_isInputEventSupported:R,extractEvents:function(t,e,n,o){var a,u,c=e?k.getNodeFromInstance(e):window;if(i(c)?D?a=l:u=f:A(c)?R?a=_:(a=g,u=v):m(c)&&(a=y),a){var s=a(t,e,n);if(s){return r(s,n,o)}}u&&u(t,c,e),\"topBlur\"===t&&b(e,c)}};t.exports=L},function(t,e,n){\"use strict\";var r=n(1),i=n(20),o=n(6),a=n(333),u=n(11),c=(n(0),{dangerouslyReplaceNodeWithMarkup:function(t,e){if(o.canUseDOM||r(\"56\"),e||r(\"57\"),\"HTML\"===t.nodeName&&r(\"58\"),\"string\"==typeof e){var n=a(e,u)[0];t.parentNode.replaceChild(n,t)}else i.replaceChildWithTree(t,e)}});t.exports=c},function(t,e,n){\"use strict\";var r=[\"ResponderEventPlugin\",\"SimpleEventPlugin\",\"TapEventPlugin\",\"EnterLeaveEventPlugin\",\"ChangeEventPlugin\",\"SelectEventPlugin\",\"BeforeInputEventPlugin\"];t.exports=r},function(t,e,n){\"use strict\";var r=n(23),i=n(4),o=n(54),a={mouseEnter:{registrationName:\"onMouseEnter\",dependencies:[\"topMouseOut\",\"topMouseOver\"]},mouseLeave:{registrationName:\"onMouseLeave\",dependencies:[\"topMouseOut\",\"topMouseOver\"]}},u={eventTypes:a,extractEvents:function(t,e,n,u){if(\"topMouseOver\"===t&&(n.relatedTarget||n.fromElement))return null;if(\"topMouseOut\"!==t&&\"topMouseOver\"!==t)return null;var c;if(u.window===u)c=u;else{var s=u.ownerDocument;c=s?s.defaultView||s.parentWindow:window}var l,f;if(\"topMouseOut\"===t){l=e;var p=n.relatedTarget||n.toElement;f=p?i.getClosestInstanceFromNode(p):null}else l=null,f=e;if(l===f)return null;var h=null==l?c:i.getNodeFromInstance(l),d=null==f?c:i.getNodeFromInstance(f),v=o.getPooled(a.mouseLeave,l,n,u);v.type=\"mouseleave\",v.target=h,v.relatedTarget=d;var g=o.getPooled(a.mouseEnter,f,n,u);return g.type=\"mouseenter\",g.target=d,g.relatedTarget=h,r.accumulateEnterLeaveDispatches(v,g,l,f),[v,g]}};t.exports=u},function(t,e,n){\"use strict\";var r={topAbort:null,topAnimationEnd:null,topAnimationIteration:null,topAnimationStart:null,topBlur:null,topCanPlay:null,topCanPlayThrough:null,topChange:null,topClick:null,topCompositionEnd:null,topCompositionStart:null,topCompositionUpdate:null,topContextMenu:null,topCopy:null,topCut:null,topDoubleClick:null,topDrag:null,topDragEnd:null,topDragEnter:null,topDragExit:null,topDragLeave:null,topDragOver:null,topDragStart:null,topDrop:null,topDurationChange:null,topEmptied:null,topEncrypted:null,topEnded:null,topError:null,topFocus:null,topInput:null,topInvalid:null,topKeyDown:null,topKeyPress:null,topKeyUp:null,topLoad:null,topLoadedData:null,topLoadedMetadata:null,topLoadStart:null,topMouseDown:null,topMouseMove:null,topMouseOut:null,topMouseOver:null,topMouseUp:null,topPaste:null,topPause:null,topPlay:null,topPlaying:null,topProgress:null,topRateChange:null,topReset:null,topScroll:null,topSeeked:null,topSeeking:null,topSelectionChange:null,topStalled:null,topSubmit:null,topSuspend:null,topTextInput:null,topTimeUpdate:null,topTouchCancel:null,topTouchEnd:null,topTouchMove:null,topTouchStart:null,topTransitionEnd:null,topVolumeChange:null,topWaiting:null,topWheel:null},i={topLevelTypes:r};t.exports=i},function(t,e,n){\"use strict\";function r(t){this._root=t,this._startText=this.getText(),this._fallbackText=null}var i=n(3),o=n(18),a=n(172);i(r.prototype,{destructor:function(){this._root=null,this._startText=null,this._fallbackText=null},getText:function(){return\"value\"in this._root?this._root.value:this._root[a()]},getData:function(){if(this._fallbackText)return this._fallbackText;var t,e,n=this._startText,r=n.length,i=this.getText(),o=i.length;for(t=0;t<r&&n[t]===i[t];t++);var a=r-t;for(e=1;e<=a&&n[r-e]===i[o-e];e++);var u=e>1?1-e:void 0;return this._fallbackText=i.slice(t,u),this._fallbackText}}),o.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";var r=n(21),i=r.injection.MUST_USE_PROPERTY,o=r.injection.HAS_BOOLEAN_VALUE,a=r.injection.HAS_NUMERIC_VALUE,u=r.injection.HAS_POSITIVE_NUMERIC_VALUE,c=r.injection.HAS_OVERLOADED_BOOLEAN_VALUE,s={isCustomAttribute:RegExp.prototype.test.bind(new RegExp(\"^(data|aria)-[\"+r.ATTRIBUTE_NAME_CHAR+\"]*$\")),Properties:{accept:0,acceptCharset:0,accessKey:0,action:0,allowFullScreen:o,allowTransparency:0,alt:0,as:0,async:o,autoComplete:0,autoPlay:o,capture:o,cellPadding:0,cellSpacing:0,charSet:0,challenge:0,checked:i|o,cite:0,classID:0,className:0,cols:u,colSpan:0,content:0,contentEditable:0,contextMenu:0,controls:o,controlsList:0,coords:0,crossOrigin:0,data:0,dateTime:0,default:o,defer:o,dir:0,disabled:o,download:c,draggable:0,encType:0,form:0,formAction:0,formEncType:0,formMethod:0,formNoValidate:o,formTarget:0,frameBorder:0,headers:0,height:0,hidden:o,high:0,href:0,hrefLang:0,htmlFor:0,httpEquiv:0,icon:0,id:0,inputMode:0,integrity:0,is:0,keyParams:0,keyType:0,kind:0,label:0,lang:0,list:0,loop:o,low:0,manifest:0,marginHeight:0,marginWidth:0,max:0,maxLength:0,media:0,mediaGroup:0,method:0,min:0,minLength:0,multiple:i|o,muted:i|o,name:0,nonce:0,noValidate:o,open:o,optimum:0,pattern:0,placeholder:0,playsInline:o,poster:0,preload:0,profile:0,radioGroup:0,readOnly:o,referrerPolicy:0,rel:0,required:o,reversed:o,role:0,rows:u,rowSpan:a,sandbox:0,scope:0,scoped:o,scrolling:0,seamless:o,selected:i|o,shape:0,size:u,sizes:0,span:u,spellCheck:0,src:0,srcDoc:0,srcLang:0,srcSet:0,start:a,step:0,style:0,summary:0,tabIndex:0,target:0,title:0,type:0,useMap:0,value:0,width:0,wmode:0,wrap:0,about:0,datatype:0,inlist:0,prefix:0,property:0,resource:0,typeof:0,vocab:0,autoCapitalize:0,autoCorrect:0,autoSave:0,color:0,itemProp:0,itemScope:o,itemType:0,itemID:0,itemRef:0,results:0,security:0,unselectable:0},DOMAttributeNames:{acceptCharset:\"accept-charset\",className:\"class\",htmlFor:\"for\",httpEquiv:\"http-equiv\"},DOMPropertyNames:{},DOMMutationMethods:{value:function(t,e){if(null==e)return t.removeAttribute(\"value\");\"number\"!==t.type||!1===t.hasAttribute(\"value\")?t.setAttribute(\"value\",\"\"+e):t.validity&&!t.validity.badInput&&t.ownerDocument.activeElement!==t&&t.setAttribute(\"value\",\"\"+e)}}};t.exports=s},function(t,e,n){\"use strict\";(function(e){function r(t,e,n,r){var i=void 0===t[n];null!=e&&i&&(t[n]=o(e,!0))}var i=n(24),o=n(174),a=(n(85),n(96)),u=n(177);n(2);void 0!==e&&e.env;var c={instantiateChildren:function(t,e,n,i){if(null==t)return null;var o={};return u(t,r,o),o},updateChildren:function(t,e,n,r,u,c,s,l,f){if(e||t){var p,h;for(p in e)if(e.hasOwnProperty(p)){h=t&&t[p];var d=h&&h._currentElement,v=e[p];if(null!=h&&a(d,v))i.receiveComponent(h,v,u,l),e[p]=h;else{h&&(r[p]=i.getHostNode(h),i.unmountComponent(h,!1));var g=o(v,!0);e[p]=g;var m=i.mountComponent(g,u,c,s,l,f);n.push(m)}}for(p in t)!t.hasOwnProperty(p)||e&&e.hasOwnProperty(p)||(h=t[p],r[p]=i.getHostNode(h),i.unmountComponent(h,!1))}},unmountChildren:function(t,e){for(var n in t)if(t.hasOwnProperty(n)){var r=t[n];i.unmountComponent(r,e)}}};t.exports=c}).call(e,n(156))},function(t,e,n){\"use strict\";var r=n(82),i=n(364),o={processChildrenUpdates:i.dangerouslyProcessChildrenUpdates,replaceNodeWithMarkup:r.dangerouslyReplaceNodeWithMarkup};t.exports=o},function(t,e,n){\"use strict\";function r(t){}function i(t){return!(!t.prototype||!t.prototype.isReactComponent)}function o(t){return!(!t.prototype||!t.prototype.isPureReactComponent)}var a=n(1),u=n(3),c=n(26),s=n(87),l=n(15),f=n(88),p=n(39),h=(n(9),n(168)),d=n(24),v=n(51),g=(n(0),n(81)),m=n(96),y=(n(2),{ImpureClass:0,PureClass:1,StatelessFunctional:2});r.prototype.render=function(){var t=p.get(this)._currentElement.type,e=t(this.props,this.context,this.updater);return e};var _=1,b={construct:function(t){this._currentElement=t,this._rootNodeID=0,this._compositeType=null,this._instance=null,this._hostParent=null,this._hostContainerInfo=null,this._updateBatchNumber=null,this._pendingElement=null,this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1,this._renderedNodeType=null,this._renderedComponent=null,this._context=null,this._mountOrder=0,this._topLevelWrapper=null,this._pendingCallbacks=null,this._calledComponentWillUnmount=!1},mountComponent:function(t,e,n,u){this._context=u,this._mountOrder=_++,this._hostParent=e,this._hostContainerInfo=n;var s,l=this._currentElement.props,f=this._processContext(u),h=this._currentElement.type,d=t.getUpdateQueue(),g=i(h),m=this._constructComponent(g,l,f,d);g||null!=m&&null!=m.render?o(h)?this._compositeType=y.PureClass:this._compositeType=y.ImpureClass:(s=m,null===m||!1===m||c.isValidElement(m)||a(\"105\",h.displayName||h.name||\"Component\"),m=new r(h),this._compositeType=y.StatelessFunctional);m.props=l,m.context=f,m.refs=v,m.updater=d,this._instance=m,p.set(m,this);var b=m.state;void 0===b&&(m.state=b=null),(\"object\"!=typeof b||Array.isArray(b))&&a(\"106\",this.getName()||\"ReactCompositeComponent\"),this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1;var x;return x=m.unstable_handleError?this.performInitialMountWithErrorHandling(s,e,n,t,u):this.performInitialMount(s,e,n,t,u),m.componentDidMount&&t.getReactMountReady().enqueue(m.componentDidMount,m),x},_constructComponent:function(t,e,n,r){return this._constructComponentWithoutOwner(t,e,n,r)},_constructComponentWithoutOwner:function(t,e,n,r){var i=this._currentElement.type;return t?new i(e,n,r):i(e,n,r)},performInitialMountWithErrorHandling:function(t,e,n,r,i){var o,a=r.checkpoint();try{o=this.performInitialMount(t,e,n,r,i)}catch(u){r.rollback(a),this._instance.unstable_handleError(u),this._pendingStateQueue&&(this._instance.state=this._processPendingState(this._instance.props,this._instance.context)),a=r.checkpoint(),this._renderedComponent.unmountComponent(!0),r.rollback(a),o=this.performInitialMount(t,e,n,r,i)}return o},performInitialMount:function(t,e,n,r,i){var o=this._instance,a=0;o.componentWillMount&&(o.componentWillMount(),this._pendingStateQueue&&(o.state=this._processPendingState(o.props,o.context))),void 0===t&&(t=this._renderValidatedComponent());var u=h.getType(t);this._renderedNodeType=u;var c=this._instantiateReactComponent(t,u!==h.EMPTY);this._renderedComponent=c;var s=d.mountComponent(c,r,e,n,this._processChildContext(i),a);return s},getHostNode:function(){return d.getHostNode(this._renderedComponent)},unmountComponent:function(t){if(this._renderedComponent){var e=this._instance;if(e.componentWillUnmount&&!e._calledComponentWillUnmount)if(e._calledComponentWillUnmount=!0,t){var n=this.getName()+\".componentWillUnmount()\";f.invokeGuardedCallback(n,e.componentWillUnmount.bind(e))}else e.componentWillUnmount();this._renderedComponent&&(d.unmountComponent(this._renderedComponent,t),this._renderedNodeType=null,this._renderedComponent=null,this._instance=null),this._pendingStateQueue=null,this._pendingReplaceState=!1,this._pendingForceUpdate=!1,this._pendingCallbacks=null,this._pendingElement=null,this._context=null,this._rootNodeID=0,this._topLevelWrapper=null,p.remove(e)}},_maskContext:function(t){var e=this._currentElement.type,n=e.contextTypes;if(!n)return v;var r={};for(var i in n)r[i]=t[i];return r},_processContext:function(t){var e=this._maskContext(t);return e},_processChildContext:function(t){var e,n=this._currentElement.type,r=this._instance;if(r.getChildContext&&(e=r.getChildContext()),e){\"object\"!=typeof n.childContextTypes&&a(\"107\",this.getName()||\"ReactCompositeComponent\");for(var i in e)i in n.childContextTypes||a(\"108\",this.getName()||\"ReactCompositeComponent\",i);return u({},t,e)}return t},_checkContextTypes:function(t,e,n){},receiveComponent:function(t,e,n){var r=this._currentElement,i=this._context;this._pendingElement=null,this.updateComponent(e,r,t,i,n)},performUpdateIfNecessary:function(t){null!=this._pendingElement?d.receiveComponent(this,this._pendingElement,t,this._context):null!==this._pendingStateQueue||this._pendingForceUpdate?this.updateComponent(t,this._currentElement,this._currentElement,this._context,this._context):this._updateBatchNumber=null},updateComponent:function(t,e,n,r,i){var o=this._instance;null==o&&a(\"136\",this.getName()||\"ReactCompositeComponent\");var u,c=!1;this._context===i?u=o.context:(u=this._processContext(i),c=!0);var s=e.props,l=n.props;e!==n&&(c=!0),c&&o.componentWillReceiveProps&&o.componentWillReceiveProps(l,u);var f=this._processPendingState(l,u),p=!0;this._pendingForceUpdate||(o.shouldComponentUpdate?p=o.shouldComponentUpdate(l,f,u):this._compositeType===y.PureClass&&(p=!g(s,l)||!g(o.state,f))),this._updateBatchNumber=null,p?(this._pendingForceUpdate=!1,this._performComponentUpdate(n,l,f,u,t,i)):(this._currentElement=n,this._context=i,o.props=l,o.state=f,o.context=u)},_processPendingState:function(t,e){var n=this._instance,r=this._pendingStateQueue,i=this._pendingReplaceState;if(this._pendingReplaceState=!1,this._pendingStateQueue=null,!r)return n.state;if(i&&1===r.length)return r[0];for(var o=u({},i?r[0]:n.state),a=i?1:0;a<r.length;a++){var c=r[a];u(o,\"function\"==typeof c?c.call(n,o,t,e):c)}return o},_performComponentUpdate:function(t,e,n,r,i,o){var a,u,c,s=this._instance,l=Boolean(s.componentDidUpdate);l&&(a=s.props,u=s.state,c=s.context),s.componentWillUpdate&&s.componentWillUpdate(e,n,r),this._currentElement=t,this._context=o,s.props=e,s.state=n,s.context=r,this._updateRenderedComponent(i,o),l&&i.getReactMountReady().enqueue(s.componentDidUpdate.bind(s,a,u,c),s)},_updateRenderedComponent:function(t,e){var n=this._renderedComponent,r=n._currentElement,i=this._renderValidatedComponent(),o=0;if(m(r,i))d.receiveComponent(n,i,t,this._processChildContext(e));else{var a=d.getHostNode(n);d.unmountComponent(n,!1);var u=h.getType(i);this._renderedNodeType=u;var c=this._instantiateReactComponent(i,u!==h.EMPTY);this._renderedComponent=c;var s=d.mountComponent(c,t,this._hostParent,this._hostContainerInfo,this._processChildContext(e),o);this._replaceNodeWithMarkup(a,s,n)}},_replaceNodeWithMarkup:function(t,e,n){s.replaceNodeWithMarkup(t,e,n)},_renderValidatedComponentWithoutOwnerOrContext:function(){var t=this._instance;return t.render()},_renderValidatedComponent:function(){var t;if(this._compositeType!==y.StatelessFunctional){l.current=this;try{t=this._renderValidatedComponentWithoutOwnerOrContext()}finally{l.current=null}}else t=this._renderValidatedComponentWithoutOwnerOrContext();return null===t||!1===t||c.isValidElement(t)||a(\"109\",this.getName()||\"ReactCompositeComponent\"),t},attachRef:function(t,e){var n=this.getPublicInstance();null==n&&a(\"110\");var r=e.getPublicInstance();(n.refs===v?n.refs={}:n.refs)[t]=r},detachRef:function(t){delete this.getPublicInstance().refs[t]},getName:function(){var t=this._currentElement.type,e=this._instance&&this._instance.constructor;return t.displayName||e&&e.displayName||t.name||e&&e.name||null},getPublicInstance:function(){var t=this._instance;return this._compositeType===y.StatelessFunctional?null:t},_instantiateReactComponent:null};t.exports=b},function(t,e,n){\"use strict\";var r=n(4),i=n(372),o=n(167),a=n(24),u=n(12),c=n(385),s=n(401),l=n(171),f=n(408);n(2);i.inject();var p={findDOMNode:s,render:o.render,unmountComponentAtNode:o.unmountComponentAtNode,version:c,unstable_batchedUpdates:u.batchedUpdates,unstable_renderSubtreeIntoContainer:f};\"undefined\"!=typeof __REACT_DEVTOOLS_GLOBAL_HOOK__&&\"function\"==typeof __REACT_DEVTOOLS_GLOBAL_HOOK__.inject&&__REACT_DEVTOOLS_GLOBAL_HOOK__.inject({ComponentTree:{getClosestInstanceFromNode:r.getClosestInstanceFromNode,getNodeFromInstance:function(t){return t._renderedComponent&&(t=l(t)),t?r.getNodeFromInstance(t):null}},Mount:o,Reconciler:a});t.exports=p},function(t,e,n){\"use strict\";function r(t){if(t){var e=t._currentElement._owner||null;if(e){var n=e.getName();if(n)return\" This DOM node was rendered by `\"+n+\"`.\"}}return\"\"}function i(t,e){e&&($[t._tag]&&(null!=e.children||null!=e.dangerouslySetInnerHTML)&&g(\"137\",t._tag,t._currentElement._owner?\" Check the render method of \"+t._currentElement._owner.getName()+\".\":\"\"),null!=e.dangerouslySetInnerHTML&&(null!=e.children&&g(\"60\"),\"object\"==typeof e.dangerouslySetInnerHTML&&z in e.dangerouslySetInnerHTML||g(\"61\")),null!=e.style&&\"object\"!=typeof e.style&&g(\"62\",r(t)))}function o(t,e,n,r){if(!(r instanceof D)){var i=t._hostContainerInfo,o=i._node&&i._node.nodeType===q,u=o?i._node:i._ownerDocument;B(e,u),r.getReactMountReady().enqueue(a,{inst:t,registrationName:e,listener:n})}}function a(){var t=this;k.putListener(t.inst,t.registrationName,t.listener)}function u(){var t=this;N.postMountWrapper(t)}function c(){var t=this;O.postMountWrapper(t)}function s(){var t=this;A.postMountWrapper(t)}function l(){L.track(this)}function f(){var t=this;t._rootNodeID||g(\"63\");var e=j(t);switch(e||g(\"64\"),t._tag){case\"iframe\":case\"object\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topLoad\",\"load\",e)];break;case\"video\":case\"audio\":t._wrapperState.listeners=[];for(var n in Y)Y.hasOwnProperty(n)&&t._wrapperState.listeners.push(M.trapBubbledEvent(n,Y[n],e));break;case\"source\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topError\",\"error\",e)];break;case\"img\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topError\",\"error\",e),M.trapBubbledEvent(\"topLoad\",\"load\",e)];break;case\"form\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topReset\",\"reset\",e),M.trapBubbledEvent(\"topSubmit\",\"submit\",e)];break;case\"input\":case\"select\":case\"textarea\":t._wrapperState.listeners=[M.trapBubbledEvent(\"topInvalid\",\"invalid\",e)]}}function p(){P.postUpdateWrapper(this)}function h(t){Z.call(Q,t)||(X.test(t)||g(\"65\",t),Q[t]=!0)}function d(t,e){return t.indexOf(\"-\")>=0||null!=e.is}function v(t){var e=t.type;h(e),this._currentElement=t,this._tag=e.toLowerCase(),this._namespaceURI=null,this._renderedChildren=null,this._previousStyle=null,this._previousStyleCopy=null,this._hostNode=null,this._hostParent=null,this._rootNodeID=0,this._domID=0,this._hostContainerInfo=null,this._wrapperState=null,this._topLevelWrapper=null,this._flags=0}var g=n(1),m=n(3),y=n(346),_=n(348),b=n(20),x=n(83),w=n(21),C=n(160),k=n(22),E=n(84),M=n(53),T=n(161),S=n(4),N=n(365),A=n(366),P=n(162),O=n(369),I=(n(9),n(378)),D=n(383),R=(n(11),n(56)),L=(n(0),n(95),n(81),n(173)),U=(n(97),n(2),T),F=k.deleteListener,j=S.getNodeFromInstance,B=M.listenTo,V=E.registrationNameModules,W={string:!0,number:!0},z=\"__html\",H={children:null,dangerouslySetInnerHTML:null,suppressContentEditableWarning:null},q=11,Y={topAbort:\"abort\",topCanPlay:\"canplay\",topCanPlayThrough:\"canplaythrough\",topDurationChange:\"durationchange\",topEmptied:\"emptied\",topEncrypted:\"encrypted\",topEnded:\"ended\",topError:\"error\",topLoadedData:\"loadeddata\",topLoadedMetadata:\"loadedmetadata\",topLoadStart:\"loadstart\",topPause:\"pause\",topPlay:\"play\",topPlaying:\"playing\",topProgress:\"progress\",topRateChange:\"ratechange\",topSeeked:\"seeked\",topSeeking:\"seeking\",topStalled:\"stalled\",topSuspend:\"suspend\",topTimeUpdate:\"timeupdate\",topVolumeChange:\"volumechange\",topWaiting:\"waiting\"},K={area:!0,base:!0,br:!0,col:!0,embed:!0,hr:!0,img:!0,input:!0,keygen:!0,link:!0,meta:!0,param:!0,source:!0,track:!0,wbr:!0},G={listing:!0,pre:!0,textarea:!0},$=m({menuitem:!0},K),X=/^[a-zA-Z][a-zA-Z:_\\.\\-\\d]*$/,Q={},Z={}.hasOwnProperty,J=1;v.displayName=\"ReactDOMComponent\",v.Mixin={mountComponent:function(t,e,n,r){this._rootNodeID=J++,this._domID=n._idCounter++,this._hostParent=e,this._hostContainerInfo=n;var o=this._currentElement.props;switch(this._tag){case\"audio\":case\"form\":case\"iframe\":case\"img\":case\"link\":case\"object\":case\"source\":case\"video\":this._wrapperState={listeners:null},t.getReactMountReady().enqueue(f,this);break;case\"input\":N.mountWrapper(this,o,e),o=N.getHostProps(this,o),t.getReactMountReady().enqueue(l,this),t.getReactMountReady().enqueue(f,this);break;case\"option\":A.mountWrapper(this,o,e),o=A.getHostProps(this,o);break;case\"select\":P.mountWrapper(this,o,e),o=P.getHostProps(this,o),t.getReactMountReady().enqueue(f,this);break;case\"textarea\":O.mountWrapper(this,o,e),o=O.getHostProps(this,o),t.getReactMountReady().enqueue(l,this),t.getReactMountReady().enqueue(f,this)}i(this,o);var a,p;null!=e?(a=e._namespaceURI,p=e._tag):n._tag&&(a=n._namespaceURI,p=n._tag),(null==a||a===x.svg&&\"foreignobject\"===p)&&(a=x.html),a===x.html&&(\"svg\"===this._tag?a=x.svg:\"math\"===this._tag&&(a=x.mathml)),this._namespaceURI=a;var h;if(t.useCreateElement){var d,v=n._ownerDocument;if(a===x.html)if(\"script\"===this._tag){var g=v.createElement(\"div\"),m=this._currentElement.type;g.innerHTML=\"<\"+m+\"></\"+m+\">\",d=g.removeChild(g.firstChild)}else d=o.is?v.createElement(this._currentElement.type,o.is):v.createElement(this._currentElement.type);else d=v.createElementNS(a,this._currentElement.type);S.precacheNode(this,d),this._flags|=U.hasCachedChildNodes,this._hostParent||C.setAttributeForRoot(d),this._updateDOMProperties(null,o,t);var _=b(d);this._createInitialChildren(t,o,r,_),h=_}else{var w=this._createOpenTagMarkupAndPutListeners(t,o),k=this._createContentMarkup(t,o,r);h=!k&&K[this._tag]?w+\"/>\":w+\">\"+k+\"</\"+this._currentElement.type+\">\"}switch(this._tag){case\"input\":t.getReactMountReady().enqueue(u,this),o.autoFocus&&t.getReactMountReady().enqueue(y.focusDOMComponent,this);break;case\"textarea\":t.getReactMountReady().enqueue(c,this),o.autoFocus&&t.getReactMountReady().enqueue(y.focusDOMComponent,this);break;case\"select\":case\"button\":o.autoFocus&&t.getReactMountReady().enqueue(y.focusDOMComponent,this);break;case\"option\":t.getReactMountReady().enqueue(s,this)}return h},_createOpenTagMarkupAndPutListeners:function(t,e){var n=\"<\"+this._currentElement.type;for(var r in e)if(e.hasOwnProperty(r)){var i=e[r];if(null!=i)if(V.hasOwnProperty(r))i&&o(this,r,i,t);else{\"style\"===r&&(i&&(i=this._previousStyleCopy=m({},e.style)),i=_.createMarkupForStyles(i,this));var a=null;null!=this._tag&&d(this._tag,e)?H.hasOwnProperty(r)||(a=C.createMarkupForCustomAttribute(r,i)):a=C.createMarkupForProperty(r,i),a&&(n+=\" \"+a)}}return t.renderToStaticMarkup?n:(this._hostParent||(n+=\" \"+C.createMarkupForRoot()),n+=\" \"+C.createMarkupForID(this._domID))},_createContentMarkup:function(t,e,n){var r=\"\",i=e.dangerouslySetInnerHTML;if(null!=i)null!=i.__html&&(r=i.__html);else{var o=W[typeof e.children]?e.children:null,a=null!=o?null:e.children;if(null!=o)r=R(o);else if(null!=a){var u=this.mountChildren(a,t,n);r=u.join(\"\")}}return G[this._tag]&&\"\\n\"===r.charAt(0)?\"\\n\"+r:r},_createInitialChildren:function(t,e,n,r){var i=e.dangerouslySetInnerHTML;if(null!=i)null!=i.__html&&b.queueHTML(r,i.__html);else{var o=W[typeof e.children]?e.children:null,a=null!=o?null:e.children;if(null!=o)\"\"!==o&&b.queueText(r,o);else if(null!=a)for(var u=this.mountChildren(a,t,n),c=0;c<u.length;c++)b.queueChild(r,u[c])}},receiveComponent:function(t,e,n){var r=this._currentElement;this._currentElement=t,this.updateComponent(e,r,t,n)},updateComponent:function(t,e,n,r){var o=e.props,a=this._currentElement.props;switch(this._tag){case\"input\":o=N.getHostProps(this,o),a=N.getHostProps(this,a);break;case\"option\":o=A.getHostProps(this,o),a=A.getHostProps(this,a);break;case\"select\":o=P.getHostProps(this,o),a=P.getHostProps(this,a);break;case\"textarea\":o=O.getHostProps(this,o),a=O.getHostProps(this,a)}switch(i(this,a),this._updateDOMProperties(o,a,t),this._updateDOMChildren(o,a,t,r),this._tag){case\"input\":N.updateWrapper(this),L.updateValueIfChanged(this);break;case\"textarea\":O.updateWrapper(this);break;case\"select\":t.getReactMountReady().enqueue(p,this)}},_updateDOMProperties:function(t,e,n){var r,i,a;for(r in t)if(!e.hasOwnProperty(r)&&t.hasOwnProperty(r)&&null!=t[r])if(\"style\"===r){var u=this._previousStyleCopy;for(i in u)u.hasOwnProperty(i)&&(a=a||{},a[i]=\"\");this._previousStyleCopy=null}else V.hasOwnProperty(r)?t[r]&&F(this,r):d(this._tag,t)?H.hasOwnProperty(r)||C.deleteValueForAttribute(j(this),r):(w.properties[r]||w.isCustomAttribute(r))&&C.deleteValueForProperty(j(this),r);for(r in e){var c=e[r],s=\"style\"===r?this._previousStyleCopy:null!=t?t[r]:void 0;if(e.hasOwnProperty(r)&&c!==s&&(null!=c||null!=s))if(\"style\"===r)if(c?c=this._previousStyleCopy=m({},c):this._previousStyleCopy=null,s){for(i in s)!s.hasOwnProperty(i)||c&&c.hasOwnProperty(i)||(a=a||{},a[i]=\"\");for(i in c)c.hasOwnProperty(i)&&s[i]!==c[i]&&(a=a||{},a[i]=c[i])}else a=c;else if(V.hasOwnProperty(r))c?o(this,r,c,n):s&&F(this,r);else if(d(this._tag,e))H.hasOwnProperty(r)||C.setValueForAttribute(j(this),r,c);else if(w.properties[r]||w.isCustomAttribute(r)){var l=j(this);null!=c?C.setValueForProperty(l,r,c):C.deleteValueForProperty(l,r)}}a&&_.setValueForStyles(j(this),a,this)},_updateDOMChildren:function(t,e,n,r){var i=W[typeof t.children]?t.children:null,o=W[typeof e.children]?e.children:null,a=t.dangerouslySetInnerHTML&&t.dangerouslySetInnerHTML.__html,u=e.dangerouslySetInnerHTML&&e.dangerouslySetInnerHTML.__html,c=null!=i?null:t.children,s=null!=o?null:e.children,l=null!=i||null!=a,f=null!=o||null!=u;null!=c&&null==s?this.updateChildren(null,n,r):l&&!f&&this.updateTextContent(\"\"),null!=o?i!==o&&this.updateTextContent(\"\"+o):null!=u?a!==u&&this.updateMarkup(\"\"+u):null!=s&&this.updateChildren(s,n,r)},getHostNode:function(){return j(this)},unmountComponent:function(t){switch(this._tag){case\"audio\":case\"form\":case\"iframe\":case\"img\":case\"link\":case\"object\":case\"source\":case\"video\":var e=this._wrapperState.listeners;if(e)for(var n=0;n<e.length;n++)e[n].remove();break;case\"input\":case\"textarea\":L.stopTracking(this);break;case\"html\":case\"head\":case\"body\":g(\"66\",this._tag)}this.unmountChildren(t),S.uncacheNode(this),k.deleteAllListeners(this),this._rootNodeID=0,this._domID=0,this._wrapperState=null},getPublicInstance:function(){return j(this)}},m(v.prototype,v.Mixin,I.Mixin),t.exports=v},function(t,e,n){\"use strict\";function r(t,e){var n={_topLevelWrapper:t,_idCounter:1,_ownerDocument:e?e.nodeType===i?e:e.ownerDocument:null,_node:e,_tag:e?e.nodeName.toLowerCase():null,_namespaceURI:e?e.namespaceURI:null};return n}var i=(n(97),9);t.exports=r},function(t,e,n){\"use strict\";var r=n(3),i=n(20),o=n(4),a=function(t){this._currentElement=null,this._hostNode=null,this._hostParent=null,this._hostContainerInfo=null,this._domID=0};r(a.prototype,{mountComponent:function(t,e,n,r){var a=n._idCounter++;this._domID=a,this._hostParent=e,this._hostContainerInfo=n;var u=\" react-empty: \"+this._domID+\" \";if(t.useCreateElement){var c=n._ownerDocument,s=c.createComment(u);return o.precacheNode(this,s),i(s)}return t.renderToStaticMarkup?\"\":\"\\x3c!--\"+u+\"--\\x3e\"},receiveComponent:function(){},getHostNode:function(){return o.getNodeFromInstance(this)},unmountComponent:function(){o.uncacheNode(this)}}),t.exports=a},function(t,e,n){\"use strict\";var r={useCreateElement:!0,useFiber:!1};t.exports=r},function(t,e,n){\"use strict\";var r=n(82),i=n(4),o={dangerouslyProcessChildrenUpdates:function(t,e){var n=i.getNodeFromInstance(t);r.processUpdates(n,e)}};t.exports=o},function(t,e,n){\"use strict\";function r(){this._rootNodeID&&p.updateWrapper(this)}function i(t){return\"checkbox\"===t.type||\"radio\"===t.type?null!=t.checked:null!=t.value}function o(t){var e=this._currentElement.props,n=s.executeOnChange(e,t);f.asap(r,this);var i=e.name;if(\"radio\"===e.type&&null!=i){for(var o=l.getNodeFromInstance(this),u=o;u.parentNode;)u=u.parentNode;for(var c=u.querySelectorAll(\"input[name=\"+JSON.stringify(\"\"+i)+'][type=\"radio\"]'),p=0;p<c.length;p++){var h=c[p];if(h!==o&&h.form===o.form){var d=l.getInstanceFromNode(h);d||a(\"90\"),f.asap(r,d)}}}return n}var a=n(1),u=n(3),c=n(160),s=n(86),l=n(4),f=n(12),p=(n(0),n(2),{getHostProps:function(t,e){var n=s.getValue(e),r=s.getChecked(e);return u({type:void 0,step:void 0,min:void 0,max:void 0},e,{defaultChecked:void 0,defaultValue:void 0,value:null!=n?n:t._wrapperState.initialValue,checked:null!=r?r:t._wrapperState.initialChecked,onChange:t._wrapperState.onChange})},mountWrapper:function(t,e){var n=e.defaultValue;t._wrapperState={initialChecked:null!=e.checked?e.checked:e.defaultChecked,initialValue:null!=e.value?e.value:n,listeners:null,onChange:o.bind(t),controlled:i(e)}},updateWrapper:function(t){var e=t._currentElement.props,n=e.checked;null!=n&&c.setValueForProperty(l.getNodeFromInstance(t),\"checked\",n||!1);var r=l.getNodeFromInstance(t),i=s.getValue(e);if(null!=i)if(0===i&&\"\"===r.value)r.value=\"0\";else if(\"number\"===e.type){var o=parseFloat(r.value,10)||0;(i!=o||i==o&&r.value!=i)&&(r.value=\"\"+i)}else r.value!==\"\"+i&&(r.value=\"\"+i);else null==e.value&&null!=e.defaultValue&&r.defaultValue!==\"\"+e.defaultValue&&(r.defaultValue=\"\"+e.defaultValue),null==e.checked&&null!=e.defaultChecked&&(r.defaultChecked=!!e.defaultChecked)},postMountWrapper:function(t){var e=t._currentElement.props,n=l.getNodeFromInstance(t);switch(e.type){case\"submit\":case\"reset\":break;case\"color\":case\"date\":case\"datetime\":case\"datetime-local\":case\"month\":case\"time\":case\"week\":n.value=\"\",n.value=n.defaultValue;break;default:n.value=n.value}var r=n.name;\"\"!==r&&(n.name=\"\"),n.defaultChecked=!n.defaultChecked,n.defaultChecked=!n.defaultChecked,\"\"!==r&&(n.name=r)}});t.exports=p},function(t,e,n){\"use strict\";function r(t){var e=\"\";return o.Children.forEach(t,function(t){null!=t&&(\"string\"==typeof t||\"number\"==typeof t?e+=t:c||(c=!0))}),e}var i=n(3),o=n(26),a=n(4),u=n(162),c=(n(2),!1),s={mountWrapper:function(t,e,n){var i=null;if(null!=n){var o=n;\"optgroup\"===o._tag&&(o=o._hostParent),null!=o&&\"select\"===o._tag&&(i=u.getSelectValueContext(o))}var a=null;if(null!=i){var c;if(c=null!=e.value?e.value+\"\":r(e.children),a=!1,Array.isArray(i)){for(var s=0;s<i.length;s++)if(\"\"+i[s]===c){a=!0;break}}else a=\"\"+i===c}t._wrapperState={selected:a}},postMountWrapper:function(t){var e=t._currentElement.props;if(null!=e.value){a.getNodeFromInstance(t).setAttribute(\"value\",e.value)}},getHostProps:function(t,e){var n=i({selected:void 0,children:void 0},e);null!=t._wrapperState.selected&&(n.selected=t._wrapperState.selected);var o=r(e.children);return o&&(n.children=o),n}};t.exports=s},function(t,e,n){\"use strict\";function r(t,e,n,r){return t===n&&e===r}function i(t){var e=document.selection,n=e.createRange(),r=n.text.length,i=n.duplicate();i.moveToElementText(t),i.setEndPoint(\"EndToStart\",n);var o=i.text.length;return{start:o,end:o+r}}function o(t){var e=window.getSelection&&window.getSelection();if(!e||0===e.rangeCount)return null;var n=e.anchorNode,i=e.anchorOffset,o=e.focusNode,a=e.focusOffset,u=e.getRangeAt(0);try{u.startContainer.nodeType,u.endContainer.nodeType}catch(t){return null}var c=r(e.anchorNode,e.anchorOffset,e.focusNode,e.focusOffset),s=c?0:u.toString().length,l=u.cloneRange();l.selectNodeContents(t),l.setEnd(u.startContainer,u.startOffset);var f=r(l.startContainer,l.startOffset,l.endContainer,l.endOffset),p=f?0:l.toString().length,h=p+s,d=document.createRange();d.setStart(n,i),d.setEnd(o,a);var v=d.collapsed;return{start:v?h:p,end:v?p:h}}function a(t,e){var n,r,i=document.selection.createRange().duplicate();void 0===e.end?(n=e.start,r=n):e.start>e.end?(n=e.end,r=e.start):(n=e.start,r=e.end),i.moveToElementText(t),i.moveStart(\"character\",n),i.setEndPoint(\"EndToStart\",i),i.moveEnd(\"character\",r-n),i.select()}function u(t,e){if(window.getSelection){var n=window.getSelection(),r=t[l()].length,i=Math.min(e.start,r),o=void 0===e.end?i:Math.min(e.end,r);if(!n.extend&&i>o){var a=o;o=i,i=a}var u=s(t,i),c=s(t,o);if(u&&c){var f=document.createRange();f.setStart(u.node,u.offset),n.removeAllRanges(),i>o?(n.addRange(f),n.extend(c.node,c.offset)):(f.setEnd(c.node,c.offset),n.addRange(f))}}}var c=n(6),s=n(405),l=n(172),f=c.canUseDOM&&\"selection\"in document&&!(\"getSelection\"in window),p={getOffsets:f?i:o,setOffsets:f?a:u};t.exports=p},function(t,e,n){\"use strict\";var r=n(1),i=n(3),o=n(82),a=n(20),u=n(4),c=n(56),s=(n(0),n(97),function(t){this._currentElement=t,this._stringText=\"\"+t,this._hostNode=null,this._hostParent=null,this._domID=0,this._mountIndex=0,this._closingComment=null,this._commentNodes=null});i(s.prototype,{mountComponent:function(t,e,n,r){var i=n._idCounter++,o=\" react-text: \"+i+\" \";if(this._domID=i,this._hostParent=e,t.useCreateElement){var s=n._ownerDocument,l=s.createComment(o),f=s.createComment(\" /react-text \"),p=a(s.createDocumentFragment());return a.queueChild(p,a(l)),this._stringText&&a.queueChild(p,a(s.createTextNode(this._stringText))),a.queueChild(p,a(f)),u.precacheNode(this,l),this._closingComment=f,p}var h=c(this._stringText);return t.renderToStaticMarkup?h:\"\\x3c!--\"+o+\"--\\x3e\"+h+\"\\x3c!-- /react-text --\\x3e\"},receiveComponent:function(t,e){if(t!==this._currentElement){this._currentElement=t;var n=\"\"+t;if(n!==this._stringText){this._stringText=n;var r=this.getHostNode();o.replaceDelimitedText(r[0],r[1],n)}}},getHostNode:function(){var t=this._commentNodes;if(t)return t;if(!this._closingComment)for(var e=u.getNodeFromInstance(this),n=e.nextSibling;;){if(null==n&&r(\"67\",this._domID),8===n.nodeType&&\" /react-text \"===n.nodeValue){this._closingComment=n;break}n=n.nextSibling}return t=[this._hostNode,this._closingComment],this._commentNodes=t,t},unmountComponent:function(){this._closingComment=null,this._commentNodes=null,u.uncacheNode(this)}}),t.exports=s},function(t,e,n){\"use strict\";function r(){this._rootNodeID&&l.updateWrapper(this)}function i(t){var e=this._currentElement.props,n=u.executeOnChange(e,t);return s.asap(r,this),n}var o=n(1),a=n(3),u=n(86),c=n(4),s=n(12),l=(n(0),n(2),{getHostProps:function(t,e){return null!=e.dangerouslySetInnerHTML&&o(\"91\"),a({},e,{value:void 0,defaultValue:void 0,children:\"\"+t._wrapperState.initialValue,onChange:t._wrapperState.onChange})},mountWrapper:function(t,e){var n=u.getValue(e),r=n;if(null==n){var a=e.defaultValue,c=e.children;null!=c&&(null!=a&&o(\"92\"),Array.isArray(c)&&(c.length<=1||o(\"93\"),c=c[0]),a=\"\"+c),null==a&&(a=\"\"),r=a}t._wrapperState={initialValue:\"\"+r,listeners:null,onChange:i.bind(t)}},updateWrapper:function(t){var e=t._currentElement.props,n=c.getNodeFromInstance(t),r=u.getValue(e);if(null!=r){var i=\"\"+r;i!==n.value&&(n.value=i),null==e.defaultValue&&(n.defaultValue=i)}null!=e.defaultValue&&(n.defaultValue=e.defaultValue)},postMountWrapper:function(t){var e=c.getNodeFromInstance(t),n=e.textContent;n===t._wrapperState.initialValue&&(e.value=n)}});t.exports=l},function(t,e,n){\"use strict\";function r(t,e){\"_hostNode\"in t||c(\"33\"),\"_hostNode\"in e||c(\"33\");for(var n=0,r=t;r;r=r._hostParent)n++;for(var i=0,o=e;o;o=o._hostParent)i++;for(;n-i>0;)t=t._hostParent,n--;for(;i-n>0;)e=e._hostParent,i--;for(var a=n;a--;){if(t===e)return t;t=t._hostParent,e=e._hostParent}return null}function i(t,e){\"_hostNode\"in t||c(\"35\"),\"_hostNode\"in e||c(\"35\");for(;e;){if(e===t)return!0;e=e._hostParent}return!1}function o(t){return\"_hostNode\"in t||c(\"36\"),t._hostParent}function a(t,e,n){for(var r=[];t;)r.push(t),t=t._hostParent;var i;for(i=r.length;i-- >0;)e(r[i],\"captured\",n);for(i=0;i<r.length;i++)e(r[i],\"bubbled\",n)}function u(t,e,n,i,o){for(var a=t&&e?r(t,e):null,u=[];t&&t!==a;)u.push(t),t=t._hostParent;for(var c=[];e&&e!==a;)c.push(e),e=e._hostParent;var s;for(s=0;s<u.length;s++)n(u[s],\"bubbled\",i);for(s=c.length;s-- >0;)n(c[s],\"captured\",o)}var c=n(1);n(0);t.exports={isAncestor:i,getLowestCommonAncestor:r,getParentInstance:o,traverseTwoPhase:a,traverseEnterLeave:u}},function(t,e,n){\"use strict\";function r(){this.reinitializeTransaction()}var i=n(3),o=n(12),a=n(55),u=n(11),c={initialize:u,close:function(){p.isBatchingUpdates=!1}},s={initialize:u,close:o.flushBatchedUpdates.bind(o)},l=[s,c];i(r.prototype,a,{getTransactionWrappers:function(){return l}});var f=new r,p={isBatchingUpdates:!1,batchedUpdates:function(t,e,n,r,i,o){var a=p.isBatchingUpdates;return p.isBatchingUpdates=!0,a?t(e,n,r,i,o):f.perform(t,null,e,n,r,i,o)}};t.exports=p},function(t,e,n){\"use strict\";function r(){C||(C=!0,y.EventEmitter.injectReactEventListener(m),y.EventPluginHub.injectEventPluginOrder(u),y.EventPluginUtils.injectComponentTree(p),y.EventPluginUtils.injectTreeTraversal(d),y.EventPluginHub.injectEventPluginsByName({SimpleEventPlugin:w,EnterLeaveEventPlugin:c,ChangeEventPlugin:a,SelectEventPlugin:x,BeforeInputEventPlugin:o}),y.HostComponent.injectGenericComponentClass(f),y.HostComponent.injectTextComponentClass(v),y.DOMProperty.injectDOMPropertyConfig(i),y.DOMProperty.injectDOMPropertyConfig(s),y.DOMProperty.injectDOMPropertyConfig(b),y.EmptyComponent.injectEmptyComponentFactory(function(t){return new h(t)}),y.Updates.injectReconcileTransaction(_),y.Updates.injectBatchingStrategy(g),y.Component.injectEnvironment(l))}var i=n(345),o=n(347),a=n(349),u=n(351),c=n(352),s=n(355),l=n(357),f=n(360),p=n(4),h=n(362),d=n(370),v=n(368),g=n(371),m=n(375),y=n(376),_=n(381),b=n(386),x=n(387),w=n(388),C=!1;t.exports={inject:r}},function(t,e,n){\"use strict\";var r=\"function\"==typeof Symbol&&Symbol.for&&Symbol.for(\"react.element\")||60103;t.exports=r},function(t,e,n){\"use strict\";function r(t){i.enqueueEvents(t),i.processEventQueue(!1)}var i=n(22),o={handleTopLevel:function(t,e,n,o){r(i.extractEvents(t,e,n,o))}};t.exports=o},function(t,e,n){\"use strict\";function r(t){for(;t._hostParent;)t=t._hostParent;var e=f.getNodeFromInstance(t),n=e.parentNode;return f.getClosestInstanceFromNode(n)}function i(t,e){this.topLevelType=t,this.nativeEvent=e,this.ancestors=[]}function o(t){var e=h(t.nativeEvent),n=f.getClosestInstanceFromNode(e),i=n;do{t.ancestors.push(i),i=i&&r(i)}while(i);for(var o=0;o<t.ancestors.length;o++)n=t.ancestors[o],v._handleTopLevel(t.topLevelType,n,t.nativeEvent,h(t.nativeEvent))}function a(t){t(d(window))}var u=n(3),c=n(153),s=n(6),l=n(18),f=n(4),p=n(12),h=n(94),d=n(335);u(i.prototype,{destructor:function(){this.topLevelType=null,this.nativeEvent=null,this.ancestors.length=0}}),l.addPoolingTo(i,l.twoArgumentPooler);var v={_enabled:!0,_handleTopLevel:null,WINDOW_HANDLE:s.canUseDOM?window:null,setHandleTopLevel:function(t){v._handleTopLevel=t},setEnabled:function(t){v._enabled=!!t},isEnabled:function(){return v._enabled},trapBubbledEvent:function(t,e,n){return n?c.listen(n,e,v.dispatchEvent.bind(null,t)):null},trapCapturedEvent:function(t,e,n){return n?c.capture(n,e,v.dispatchEvent.bind(null,t)):null},monitorScrollValue:function(t){var e=a.bind(null,t);c.listen(window,\"scroll\",e)},dispatchEvent:function(t,e){if(v._enabled){var n=i.getPooled(t,e);try{p.batchedUpdates(o,n)}finally{i.release(n)}}}};t.exports=v},function(t,e,n){\"use strict\";var r=n(21),i=n(22),o=n(52),a=n(87),u=n(163),c=n(53),s=n(165),l=n(12),f={Component:a.injection,DOMProperty:r.injection,EmptyComponent:u.injection,EventPluginHub:i.injection,EventPluginUtils:o.injection,EventEmitter:c.injection,HostComponent:s.injection,Updates:l.injection};t.exports=f},function(t,e,n){\"use strict\";var r=n(399),i=/\\/?>/,o=/^<\\!\\-\\-/,a={CHECKSUM_ATTR_NAME:\"data-react-checksum\",addChecksumToMarkup:function(t){var e=r(t);return o.test(t)?t:t.replace(i,\" \"+a.CHECKSUM_ATTR_NAME+'=\"'+e+'\"$&')},canReuseMarkup:function(t,e){var n=e.getAttribute(a.CHECKSUM_ATTR_NAME);return n=n&&parseInt(n,10),r(t)===n}};t.exports=a},function(t,e,n){\"use strict\";function r(t,e,n){return{type:\"INSERT_MARKUP\",content:t,fromIndex:null,fromNode:null,toIndex:n,afterNode:e}}function i(t,e,n){return{type:\"MOVE_EXISTING\",content:null,fromIndex:t._mountIndex,fromNode:p.getHostNode(t),toIndex:n,afterNode:e}}function o(t,e){return{type:\"REMOVE_NODE\",content:null,fromIndex:t._mountIndex,fromNode:e,toIndex:null,afterNode:null}}function a(t){return{type:\"SET_MARKUP\",content:t,fromIndex:null,fromNode:null,toIndex:null,afterNode:null}}function u(t){return{type:\"TEXT_CONTENT\",content:t,fromIndex:null,fromNode:null,toIndex:null,afterNode:null}}function c(t,e){return e&&(t=t||[],t.push(e)),t}function s(t,e){f.processChildrenUpdates(t,e)}var l=n(1),f=n(87),p=(n(39),n(9),n(15),n(24)),h=n(356),d=(n(11),n(402)),v=(n(0),{Mixin:{_reconcilerInstantiateChildren:function(t,e,n){return h.instantiateChildren(t,e,n)},_reconcilerUpdateChildren:function(t,e,n,r,i,o){var a,u=0;return a=d(e,u),h.updateChildren(t,a,n,r,i,this,this._hostContainerInfo,o,u),a},mountChildren:function(t,e,n){var r=this._reconcilerInstantiateChildren(t,e,n);this._renderedChildren=r;var i=[],o=0;for(var a in r)if(r.hasOwnProperty(a)){var u=r[a],c=0,s=p.mountComponent(u,e,this,this._hostContainerInfo,n,c);u._mountIndex=o++,i.push(s)}return i},updateTextContent:function(t){var e=this._renderedChildren;h.unmountChildren(e,!1);for(var n in e)e.hasOwnProperty(n)&&l(\"118\");s(this,[u(t)])},updateMarkup:function(t){var e=this._renderedChildren;h.unmountChildren(e,!1);for(var n in e)e.hasOwnProperty(n)&&l(\"118\");s(this,[a(t)])},updateChildren:function(t,e,n){this._updateChildren(t,e,n)},_updateChildren:function(t,e,n){var r=this._renderedChildren,i={},o=[],a=this._reconcilerUpdateChildren(r,t,o,i,e,n);if(a||r){var u,l=null,f=0,h=0,d=0,v=null;for(u in a)if(a.hasOwnProperty(u)){var g=r&&r[u],m=a[u];g===m?(l=c(l,this.moveChild(g,v,f,h)),h=Math.max(g._mountIndex,h),g._mountIndex=f):(g&&(h=Math.max(g._mountIndex,h)),l=c(l,this._mountChildAtIndex(m,o[d],v,f,e,n)),d++),f++,v=p.getHostNode(m)}for(u in i)i.hasOwnProperty(u)&&(l=c(l,this._unmountChild(r[u],i[u])));l&&s(this,l),this._renderedChildren=a}},unmountChildren:function(t){var e=this._renderedChildren;h.unmountChildren(e,t),this._renderedChildren=null},moveChild:function(t,e,n,r){if(t._mountIndex<r)return i(t,e,n)},createChild:function(t,e,n){return r(n,e,t._mountIndex)},removeChild:function(t,e){return o(t,e)},_mountChildAtIndex:function(t,e,n,r,i,o){return t._mountIndex=r,this.createChild(t,n,e)},_unmountChild:function(t,e){var n=this.removeChild(t,e);return t._mountIndex=null,n}}});t.exports=v},function(t,e,n){\"use strict\";function r(t){return!(!t||\"function\"!=typeof t.attachRef||\"function\"!=typeof t.detachRef)}var i=n(1),o=(n(0),{addComponentAsRefTo:function(t,e,n){r(n)||i(\"119\"),n.attachRef(e,t)},removeComponentAsRefFrom:function(t,e,n){r(n)||i(\"120\");var o=n.getPublicInstance();o&&o.refs[e]===t.getPublicInstance()&&n.detachRef(e)}});t.exports=o},function(t,e,n){\"use strict\";t.exports=\"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED\"},function(t,e,n){\"use strict\";function r(t){this.reinitializeTransaction(),this.renderToStaticMarkup=!1,this.reactMountReady=o.getPooled(null),this.useCreateElement=t}var i=n(3),o=n(159),a=n(18),u=n(53),c=n(166),s=(n(9),n(55)),l=n(89),f={initialize:c.getSelectionInformation,close:c.restoreSelection},p={initialize:function(){var t=u.isEnabled();return u.setEnabled(!1),t},close:function(t){u.setEnabled(t)}},h={initialize:function(){this.reactMountReady.reset()},close:function(){this.reactMountReady.notifyAll()}},d=[f,p,h],v={getTransactionWrappers:function(){return d},getReactMountReady:function(){return this.reactMountReady},getUpdateQueue:function(){return l},checkpoint:function(){return this.reactMountReady.checkpoint()},rollback:function(t){this.reactMountReady.rollback(t)},destructor:function(){o.release(this.reactMountReady),this.reactMountReady=null}};i(r.prototype,s,v),a.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n){\"function\"==typeof t?t(e.getPublicInstance()):o.addComponentAsRefTo(e,t,n)}function i(t,e,n){\"function\"==typeof t?t(null):o.removeComponentAsRefFrom(e,t,n)}var o=n(379),a={};a.attachRefs=function(t,e){if(null!==e&&\"object\"==typeof e){var n=e.ref;null!=n&&r(n,t,e._owner)}},a.shouldUpdateRefs=function(t,e){var n=null,r=null;null!==t&&\"object\"==typeof t&&(n=t.ref,r=t._owner);var i=null,o=null;return null!==e&&\"object\"==typeof e&&(i=e.ref,o=e._owner),n!==i||\"string\"==typeof i&&o!==r},a.detachRefs=function(t,e){if(null!==e&&\"object\"==typeof e){var n=e.ref;null!=n&&i(n,t,e._owner)}},t.exports=a},function(t,e,n){\"use strict\";function r(t){this.reinitializeTransaction(),this.renderToStaticMarkup=t,this.useCreateElement=!1,this.updateQueue=new u(this)}var i=n(3),o=n(18),a=n(55),u=(n(9),n(384)),c=[],s={enqueue:function(){}},l={getTransactionWrappers:function(){return c},getReactMountReady:function(){return s},getUpdateQueue:function(){return this.updateQueue},destructor:function(){},checkpoint:function(){},rollback:function(){}};i(r.prototype,a,l),o.addPoolingTo(r),t.exports=r},function(t,e,n){\"use strict\";function r(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var i=n(89),o=(n(2),function(){function t(e){r(this,t),this.transaction=e}return t.prototype.isMounted=function(t){return!1},t.prototype.enqueueCallback=function(t,e,n){this.transaction.isInTransaction()&&i.enqueueCallback(t,e,n)},t.prototype.enqueueForceUpdate=function(t){this.transaction.isInTransaction()&&i.enqueueForceUpdate(t)},t.prototype.enqueueReplaceState=function(t,e){this.transaction.isInTransaction()&&i.enqueueReplaceState(t,e)},t.prototype.enqueueSetState=function(t,e){this.transaction.isInTransaction()&&i.enqueueSetState(t,e)},t}());t.exports=o},function(t,e,n){\"use strict\";t.exports=\"15.6.2\"},function(t,e,n){\"use strict\";var r={xlink:\"http://www.w3.org/1999/xlink\",xml:\"http://www.w3.org/XML/1998/namespace\"},i={accentHeight:\"accent-height\",accumulate:0,additive:0,alignmentBaseline:\"alignment-baseline\",allowReorder:\"allowReorder\",alphabetic:0,amplitude:0,arabicForm:\"arabic-form\",ascent:0,attributeName:\"attributeName\",attributeType:\"attributeType\",autoReverse:\"autoReverse\",azimuth:0,baseFrequency:\"baseFrequency\",baseProfile:\"baseProfile\",baselineShift:\"baseline-shift\",bbox:0,begin:0,bias:0,by:0,calcMode:\"calcMode\",capHeight:\"cap-height\",clip:0,clipPath:\"clip-path\",clipRule:\"clip-rule\",clipPathUnits:\"clipPathUnits\",colorInterpolation:\"color-interpolation\",colorInterpolationFilters:\"color-interpolation-filters\",colorProfile:\"color-profile\",colorRendering:\"color-rendering\",contentScriptType:\"contentScriptType\",contentStyleType:\"contentStyleType\",cursor:0,cx:0,cy:0,d:0,decelerate:0,descent:0,diffuseConstant:\"diffuseConstant\",direction:0,display:0,divisor:0,dominantBaseline:\"dominant-baseline\",dur:0,dx:0,dy:0,edgeMode:\"edgeMode\",elevation:0,enableBackground:\"enable-background\",end:0,exponent:0,externalResourcesRequired:\"externalResourcesRequired\",fill:0,fillOpacity:\"fill-opacity\",fillRule:\"fill-rule\",filter:0,filterRes:\"filterRes\",filterUnits:\"filterUnits\",floodColor:\"flood-color\",floodOpacity:\"flood-opacity\",focusable:0,fontFamily:\"font-family\",fontSize:\"font-size\",fontSizeAdjust:\"font-size-adjust\",fontStretch:\"font-stretch\",fontStyle:\"font-style\",fontVariant:\"font-variant\",fontWeight:\"font-weight\",format:0,from:0,fx:0,fy:0,g1:0,g2:0,glyphName:\"glyph-name\",glyphOrientationHorizontal:\"glyph-orientation-horizontal\",glyphOrientationVertical:\"glyph-orientation-vertical\",glyphRef:\"glyphRef\",gradientTransform:\"gradientTransform\",gradientUnits:\"gradientUnits\",hanging:0,horizAdvX:\"horiz-adv-x\",horizOriginX:\"horiz-origin-x\",ideographic:0,imageRendering:\"image-rendering\",in:0,in2:0,intercept:0,k:0,k1:0,k2:0,k3:0,k4:0,kernelMatrix:\"kernelMatrix\",kernelUnitLength:\"kernelUnitLength\",kerning:0,keyPoints:\"keyPoints\",keySplines:\"keySplines\",keyTimes:\"keyTimes\",lengthAdjust:\"lengthAdjust\",letterSpacing:\"letter-spacing\",lightingColor:\"lighting-color\",limitingConeAngle:\"limitingConeAngle\",local:0,markerEnd:\"marker-end\",markerMid:\"marker-mid\",markerStart:\"marker-start\",markerHeight:\"markerHeight\",markerUnits:\"markerUnits\",markerWidth:\"markerWidth\",mask:0,maskContentUnits:\"maskContentUnits\",maskUnits:\"maskUnits\",mathematical:0,mode:0,numOctaves:\"numOctaves\",offset:0,opacity:0,operator:0,order:0,orient:0,orientation:0,origin:0,overflow:0,overlinePosition:\"overline-position\",overlineThickness:\"overline-thickness\",paintOrder:\"paint-order\",panose1:\"panose-1\",pathLength:\"pathLength\",patternContentUnits:\"patternContentUnits\",patternTransform:\"patternTransform\",patternUnits:\"patternUnits\",pointerEvents:\"pointer-events\",points:0,pointsAtX:\"pointsAtX\",pointsAtY:\"pointsAtY\",pointsAtZ:\"pointsAtZ\",preserveAlpha:\"preserveAlpha\",preserveAspectRatio:\"preserveAspectRatio\",primitiveUnits:\"primitiveUnits\",r:0,radius:0,refX:\"refX\",refY:\"refY\",renderingIntent:\"rendering-intent\",repeatCount:\"repeatCount\",repeatDur:\"repeatDur\",requiredExtensions:\"requiredExtensions\",requiredFeatures:\"requiredFeatures\",restart:0,result:0,rotate:0,rx:0,ry:0,scale:0,seed:0,shapeRendering:\"shape-rendering\",slope:0,spacing:0,specularConstant:\"specularConstant\",specularExponent:\"specularExponent\",speed:0,spreadMethod:\"spreadMethod\",startOffset:\"startOffset\",stdDeviation:\"stdDeviation\",stemh:0,stemv:0,stitchTiles:\"stitchTiles\",stopColor:\"stop-color\",stopOpacity:\"stop-opacity\",strikethroughPosition:\"strikethrough-position\",strikethroughThickness:\"strikethrough-thickness\",string:0,stroke:0,strokeDasharray:\"stroke-dasharray\",strokeDashoffset:\"stroke-dashoffset\",strokeLinecap:\"stroke-linecap\",strokeLinejoin:\"stroke-linejoin\",strokeMiterlimit:\"stroke-miterlimit\",strokeOpacity:\"stroke-opacity\",strokeWidth:\"stroke-width\",surfaceScale:\"surfaceScale\",systemLanguage:\"systemLanguage\",tableValues:\"tableValues\",targetX:\"targetX\",targetY:\"targetY\",textAnchor:\"text-anchor\",textDecoration:\"text-decoration\",textRendering:\"text-rendering\",textLength:\"textLength\",to:0,transform:0,u1:0,u2:0,underlinePosition:\"underline-position\",underlineThickness:\"underline-thickness\",unicode:0,unicodeBidi:\"unicode-bidi\",unicodeRange:\"unicode-range\",unitsPerEm:\"units-per-em\",vAlphabetic:\"v-alphabetic\",vHanging:\"v-hanging\",vIdeographic:\"v-ideographic\",vMathematical:\"v-mathematical\",values:0,vectorEffect:\"vector-effect\",version:0,vertAdvY:\"vert-adv-y\",vertOriginX:\"vert-origin-x\",vertOriginY:\"vert-origin-y\",viewBox:\"viewBox\",viewTarget:\"viewTarget\",visibility:0,widths:0,wordSpacing:\"word-spacing\",writingMode:\"writing-mode\",x:0,xHeight:\"x-height\",x1:0,x2:0,xChannelSelector:\"xChannelSelector\",xlinkActuate:\"xlink:actuate\",xlinkArcrole:\"xlink:arcrole\",xlinkHref:\"xlink:href\",xlinkRole:\"xlink:role\",xlinkShow:\"xlink:show\",xlinkTitle:\"xlink:title\",xlinkType:\"xlink:type\",xmlBase:\"xml:base\",xmlns:0,xmlnsXlink:\"xmlns:xlink\",xmlLang:\"xml:lang\",xmlSpace:\"xml:space\",y:0,y1:0,y2:0,yChannelSelector:\"yChannelSelector\",z:0,zoomAndPan:\"zoomAndPan\"},o={Properties:{},DOMAttributeNamespaces:{xlinkActuate:r.xlink,xlinkArcrole:r.xlink,xlinkHref:r.xlink,xlinkRole:r.xlink,xlinkShow:r.xlink,xlinkTitle:r.xlink,xlinkType:r.xlink,xmlBase:r.xml,xmlLang:r.xml,xmlSpace:r.xml},DOMAttributeNames:{}};Object.keys(i).forEach(function(t){o.Properties[t]=0,i[t]&&(o.DOMAttributeNames[t]=i[t])}),t.exports=o},function(t,e,n){\"use strict\";function r(t){if(\"selectionStart\"in t&&c.hasSelectionCapabilities(t))return{start:t.selectionStart,end:t.selectionEnd};if(window.getSelection){var e=window.getSelection();return{anchorNode:e.anchorNode,anchorOffset:e.anchorOffset,focusNode:e.focusNode,focusOffset:e.focusOffset}}if(document.selection){var n=document.selection.createRange();return{parentElement:n.parentElement(),text:n.text,top:n.boundingTop,left:n.boundingLeft}}}function i(t,e){if(y||null==v||v!==l())return null;var n=r(v);if(!m||!p(m,n)){m=n;var i=s.getPooled(d.select,g,t,e);return i.type=\"select\",i.target=v,o.accumulateTwoPhaseDispatches(i),i}return null}var o=n(23),a=n(6),u=n(4),c=n(166),s=n(14),l=n(155),f=n(175),p=n(81),h=a.canUseDOM&&\"documentMode\"in document&&document.documentMode<=11,d={select:{phasedRegistrationNames:{bubbled:\"onSelect\",captured:\"onSelectCapture\"},dependencies:[\"topBlur\",\"topContextMenu\",\"topFocus\",\"topKeyDown\",\"topKeyUp\",\"topMouseDown\",\"topMouseUp\",\"topSelectionChange\"]}},v=null,g=null,m=null,y=!1,_=!1,b={eventTypes:d,extractEvents:function(t,e,n,r){if(!_)return null;var o=e?u.getNodeFromInstance(e):window;switch(t){case\"topFocus\":(f(o)||\"true\"===o.contentEditable)&&(v=o,g=e,m=null);break;case\"topBlur\":v=null,g=null,m=null;break;case\"topMouseDown\":y=!0;break;case\"topContextMenu\":case\"topMouseUp\":return y=!1,i(n,r);case\"topSelectionChange\":if(h)break;case\"topKeyDown\":case\"topKeyUp\":return i(n,r)}return null},didPutListener:function(t,e,n){\"onSelect\"===e&&(_=!0)}};t.exports=b},function(t,e,n){\"use strict\";function r(t){return\".\"+t._rootNodeID}function i(t){return\"button\"===t||\"input\"===t||\"select\"===t||\"textarea\"===t}var o=n(1),a=n(153),u=n(23),c=n(4),s=n(389),l=n(390),f=n(14),p=n(393),h=n(395),d=n(54),v=n(392),g=n(396),m=n(397),y=n(25),_=n(398),b=n(11),x=n(92),w=(n(0),{}),C={};[\"abort\",\"animationEnd\",\"animationIteration\",\"animationStart\",\"blur\",\"canPlay\",\"canPlayThrough\",\"click\",\"contextMenu\",\"copy\",\"cut\",\"doubleClick\",\"drag\",\"dragEnd\",\"dragEnter\",\"dragExit\",\"dragLeave\",\"dragOver\",\"dragStart\",\"drop\",\"durationChange\",\"emptied\",\"encrypted\",\"ended\",\"error\",\"focus\",\"input\",\"invalid\",\"keyDown\",\"keyPress\",\"keyUp\",\"load\",\"loadedData\",\"loadedMetadata\",\"loadStart\",\"mouseDown\",\"mouseMove\",\"mouseOut\",\"mouseOver\",\"mouseUp\",\"paste\",\"pause\",\"play\",\"playing\",\"progress\",\"rateChange\",\"reset\",\"scroll\",\"seeked\",\"seeking\",\"stalled\",\"submit\",\"suspend\",\"timeUpdate\",\"touchCancel\",\"touchEnd\",\"touchMove\",\"touchStart\",\"transitionEnd\",\"volumeChange\",\"waiting\",\"wheel\"].forEach(function(t){var e=t[0].toUpperCase()+t.slice(1),n=\"on\"+e,r=\"top\"+e,i={phasedRegistrationNames:{bubbled:n,captured:n+\"Capture\"},dependencies:[r]};w[t]=i,C[r]=i});var k={},E={eventTypes:w,extractEvents:function(t,e,n,r){var i=C[t];if(!i)return null;var a;switch(t){case\"topAbort\":case\"topCanPlay\":case\"topCanPlayThrough\":case\"topDurationChange\":case\"topEmptied\":case\"topEncrypted\":case\"topEnded\":case\"topError\":case\"topInput\":case\"topInvalid\":case\"topLoad\":case\"topLoadedData\":case\"topLoadedMetadata\":case\"topLoadStart\":case\"topPause\":case\"topPlay\":case\"topPlaying\":case\"topProgress\":case\"topRateChange\":case\"topReset\":case\"topSeeked\":case\"topSeeking\":case\"topStalled\":case\"topSubmit\":case\"topSuspend\":case\"topTimeUpdate\":case\"topVolumeChange\":case\"topWaiting\":a=f;break;case\"topKeyPress\":if(0===x(n))return null;case\"topKeyDown\":case\"topKeyUp\":a=h;break;case\"topBlur\":case\"topFocus\":a=p;break;case\"topClick\":if(2===n.button)return null;case\"topDoubleClick\":case\"topMouseDown\":case\"topMouseMove\":case\"topMouseUp\":case\"topMouseOut\":case\"topMouseOver\":case\"topContextMenu\":a=d;break;case\"topDrag\":case\"topDragEnd\":case\"topDragEnter\":case\"topDragExit\":case\"topDragLeave\":case\"topDragOver\":case\"topDragStart\":case\"topDrop\":a=v;break;case\"topTouchCancel\":case\"topTouchEnd\":case\"topTouchMove\":case\"topTouchStart\":a=g;break;case\"topAnimationEnd\":case\"topAnimationIteration\":case\"topAnimationStart\":a=s;break;case\"topTransitionEnd\":a=m;break;case\"topScroll\":a=y;break;case\"topWheel\":a=_;break;case\"topCopy\":case\"topCut\":case\"topPaste\":a=l}a||o(\"86\",t);var c=a.getPooled(i,e,n,r);return u.accumulateTwoPhaseDispatches(c),c},didPutListener:function(t,e,n){if(\"onClick\"===e&&!i(t._tag)){var o=r(t),u=c.getNodeFromInstance(t);k[o]||(k[o]=a.listen(u,\"click\",b))}},willDeleteListener:function(t,e){if(\"onClick\"===e&&!i(t._tag)){var n=r(t);k[n].remove(),delete k[n]}}};t.exports=E},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={animationName:null,elapsedTime:null,pseudoElement:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={clipboardData:function(t){return\"clipboardData\"in t?t.clipboardData:window.clipboardData}};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={data:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(54),o={dataTransfer:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o={relatedTarget:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={data:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(92),a=n(403),u=n(93),c={key:a,location:null,ctrlKey:null,shiftKey:null,altKey:null,metaKey:null,repeat:null,locale:null,getModifierState:u,charCode:function(t){return\"keypress\"===t.type?o(t):0},keyCode:function(t){return\"keydown\"===t.type||\"keyup\"===t.type?t.keyCode:0},which:function(t){return\"keypress\"===t.type?o(t):\"keydown\"===t.type||\"keyup\"===t.type?t.keyCode:0}};i.augmentClass(r,c),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(25),o=n(93),a={touches:null,targetTouches:null,changedTouches:null,altKey:null,metaKey:null,ctrlKey:null,shiftKey:null,getModifierState:o};i.augmentClass(r,a),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(14),o={propertyName:null,elapsedTime:null,pseudoElement:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){return i.call(this,t,e,n,r)}var i=n(54),o={deltaX:function(t){return\"deltaX\"in t?t.deltaX:\"wheelDeltaX\"in t?-t.wheelDeltaX:0},deltaY:function(t){return\"deltaY\"in t?t.deltaY:\"wheelDeltaY\"in t?-t.wheelDeltaY:\"wheelDelta\"in t?-t.wheelDelta:0},deltaZ:null,deltaMode:null};i.augmentClass(r,o),t.exports=r},function(t,e,n){\"use strict\";function r(t){for(var e=1,n=0,r=0,o=t.length,a=-4&o;r<a;){for(var u=Math.min(r+4096,a);r<u;r+=4)n+=(e+=t.charCodeAt(r))+(e+=t.charCodeAt(r+1))+(e+=t.charCodeAt(r+2))+(e+=t.charCodeAt(r+3));e%=i,n%=i}for(;r<o;r++)n+=e+=t.charCodeAt(r);return e%=i,n%=i,e|n<<16}var i=65521;t.exports=r},function(t,e,n){\"use strict\";function r(t,e,n,r){if(null==e||\"boolean\"==typeof e||\"\"===e)return\"\";var i=isNaN(e);if(r||i||0===e||o.hasOwnProperty(t)&&o[t])return\"\"+e;if(\"string\"==typeof e){e=e.trim()}return e+\"px\"}var i=n(158),o=(n(2),i.isUnitlessNumber);t.exports=r},function(t,e,n){\"use strict\";function r(t){if(null==t)return null;if(1===t.nodeType)return t;var e=a.get(t);if(e)return e=u(e),e?o.getNodeFromInstance(e):null;\"function\"==typeof t.render?i(\"44\"):i(\"45\",Object.keys(t))}var i=n(1),o=(n(15),n(4)),a=n(39),u=n(171);n(0),n(2);t.exports=r},function(t,e,n){\"use strict\";(function(e){function r(t,e,n,r){if(t&&\"object\"==typeof t){var i=t,o=void 0===i[n];o&&null!=e&&(i[n]=e)}}function i(t,e){if(null==t)return t;var n={};return o(t,r,n),n}var o=(n(85),n(177));n(2);void 0!==e&&e.env,t.exports=i}).call(e,n(156))},function(t,e,n){\"use strict\";function r(t){if(t.key){var e=o[t.key]||t.key;if(\"Unidentified\"!==e)return e}if(\"keypress\"===t.type){var n=i(t);return 13===n?\"Enter\":String.fromCharCode(n)}return\"keydown\"===t.type||\"keyup\"===t.type?a[t.keyCode]||\"Unidentified\":\"\"}var i=n(92),o={Esc:\"Escape\",Spacebar:\" \",Left:\"ArrowLeft\",Up:\"ArrowUp\",Right:\"ArrowRight\",Down:\"ArrowDown\",Del:\"Delete\",Win:\"OS\",Menu:\"ContextMenu\",Apps:\"ContextMenu\",Scroll:\"ScrollLock\",MozPrintableKey:\"Unidentified\"},a={8:\"Backspace\",9:\"Tab\",12:\"Clear\",13:\"Enter\",16:\"Shift\",17:\"Control\",18:\"Alt\",19:\"Pause\",20:\"CapsLock\",27:\"Escape\",32:\" \",33:\"PageUp\",34:\"PageDown\",35:\"End\",36:\"Home\",37:\"ArrowLeft\",38:\"ArrowUp\",39:\"ArrowRight\",40:\"ArrowDown\",45:\"Insert\",46:\"Delete\",112:\"F1\",113:\"F2\",114:\"F3\",115:\"F4\",116:\"F5\",117:\"F6\",118:\"F7\",119:\"F8\",120:\"F9\",121:\"F10\",122:\"F11\",123:\"F12\",144:\"NumLock\",145:\"ScrollLock\",224:\"Meta\"};t.exports=r},function(t,e,n){\"use strict\";function r(t){var e=t&&(i&&t[i]||t[o]);if(\"function\"==typeof e)return e}var i=\"function\"==typeof Symbol&&Symbol.iterator,o=\"@@iterator\";t.exports=r},function(t,e,n){\"use strict\";function r(t){for(;t&&t.firstChild;)t=t.firstChild;return t}function i(t){for(;t;){if(t.nextSibling)return t.nextSibling;t=t.parentNode}}function o(t,e){for(var n=r(t),o=0,a=0;n;){if(3===n.nodeType){if(a=o+n.textContent.length,o<=e&&a>=e)return{node:n,offset:e-o};o=a}n=r(i(n))}}t.exports=o},function(t,e,n){\"use strict\";function r(t,e){var n={};return n[t.toLowerCase()]=e.toLowerCase(),n[\"Webkit\"+t]=\"webkit\"+e,n[\"Moz\"+t]=\"moz\"+e,n[\"ms\"+t]=\"MS\"+e,n[\"O\"+t]=\"o\"+e.toLowerCase(),n}function i(t){if(u[t])return u[t];if(!a[t])return t;var e=a[t];for(var n in e)if(e.hasOwnProperty(n)&&n in c)return u[t]=e[n];return\"\"}var o=n(6),a={animationend:r(\"Animation\",\"AnimationEnd\"),animationiteration:r(\"Animation\",\"AnimationIteration\"),animationstart:r(\"Animation\",\"AnimationStart\"),transitionend:r(\"Transition\",\"TransitionEnd\")},u={},c={};o.canUseDOM&&(c=document.createElement(\"div\").style,\"AnimationEvent\"in window||(delete a.animationend.animation,delete a.animationiteration.animation,delete a.animationstart.animation),\"TransitionEvent\"in window||delete a.transitionend.transition),t.exports=i},function(t,e,n){\"use strict\";function r(t){return'\"'+i(t)+'\"'}var i=n(56);t.exports=r},function(t,e,n){\"use strict\";var r=n(167);t.exports=r.renderSubtreeIntoContainer},function(t,e,n){\"use strict\";function r(t,e){var n=l.extractSingleTouch(e);return n?n[t.page]:t.page in e?e[t.page]:e[t.client]+f[t.envScroll]}function i(t,e){var n=r(b.x,e),i=r(b.y,e);return Math.pow(Math.pow(n-t.x,2)+Math.pow(i-t.y,2),.5)}function o(t){return{tapMoveThreshold:g,ignoreMouseThreshold:m,eventTypes:C,extractEvents:function(e,n,o,a){if(!h(e)&&!d(e))return null;if(v(e))_=k();else if(t(_,k()))return null;var u=null,l=i(y,o);return d(e)&&l<g&&(u=s.getPooled(C.touchTap,n,o,a)),h(e)?(y.x=r(b.x,o),y.y=r(b.y,o)):d(e)&&(y.x=0,y.y=0),c.accumulateTwoPhaseDispatches(u),u}}}var a=n(353),u=n(52),c=n(23),s=n(25),l=n(410),f=n(90),p=n(340),h=(a.topLevelTypes,u.isStartish),d=u.isEndish,v=function(t){return[\"topTouchCancel\",\"topTouchEnd\",\"topTouchStart\",\"topTouchMove\"].indexOf(t)>=0},g=10,m=750,y={x:null,y:null},_=null,b={x:{page:\"pageX\",client:\"clientX\",envScroll:\"currentPageScrollLeft\"},y:{page:\"pageY\",client:\"clientY\",envScroll:\"currentPageScrollTop\"}},x=[\"topTouchStart\",\"topTouchCancel\",\"topTouchEnd\",\"topTouchMove\"],w=[\"topMouseDown\",\"topMouseMove\",\"topMouseUp\"].concat(x),C={touchTap:{phasedRegistrationNames:{bubbled:p({onTouchTap:null}),captured:p({onTouchTapCapture:null})},dependencies:w}},k=function(){return Date.now?Date.now:function(){return+new Date}}();t.exports=o},function(t,e){var n={extractSingleTouch:function(t){var e=t.touches,n=t.changedTouches,r=e&&e.length>0,i=n&&n.length>0;return!r&&i?n[0]:r?e[0]:t}};t.exports=n},function(t,e){t.exports=function(t,e){if(t&&e-t<750)return!0}},function(t,e,n){\"use strict\";function r(t){var e={\"=\":\"=0\",\":\":\"=2\"};return\"$\"+(\"\"+t).replace(/[=:]/g,function(t){return e[t]})}function i(t){var e=/(=0|=2)/g,n={\"=0\":\"=\",\"=2\":\":\"};return(\"\"+(\".\"===t[0]&&\"$\"===t[1]?t.substring(2):t.substring(1))).replace(e,function(t){return n[t]})}var o={escape:r,unescape:i};t.exports=o},function(t,e,n){\"use strict\";var r=n(40),i=(n(0),function(t){var e=this;if(e.instancePool.length){var n=e.instancePool.pop();return e.call(n,t),n}return new e(t)}),o=function(t,e){var n=this;if(n.instancePool.length){var r=n.instancePool.pop();return n.call(r,t,e),r}return new n(t,e)},a=function(t,e,n){var r=this;if(r.instancePool.length){var i=r.instancePool.pop();return r.call(i,t,e,n),i}return new r(t,e,n)},u=function(t,e,n,r){var i=this;if(i.instancePool.length){var o=i.instancePool.pop();return i.call(o,t,e,n,r),o}return new i(t,e,n,r)},c=function(t){var e=this;t instanceof e||r(\"25\"),t.destructor(),e.instancePool.length<e.poolSize&&e.instancePool.push(t)},s=i,l=function(t,e){var n=t;return n.instancePool=[],n.getPooled=e||s,n.poolSize||(n.poolSize=10),n.release=c,n},f={addPoolingTo:l,oneArgumentPooler:i,twoArgumentPooler:o,threeArgumentPooler:a,fourArgumentPooler:u};t.exports=f},function(t,e,n){\"use strict\";function r(t){return(\"\"+t).replace(b,\"$&/\")}function i(t,e){this.func=t,this.context=e,this.count=0}function o(t,e,n){var r=t.func,i=t.context;r.call(i,e,t.count++)}function a(t,e,n){if(null==t)return t;var r=i.getPooled(e,n);m(t,o,r),i.release(r)}function u(t,e,n,r){this.result=t,this.keyPrefix=e,this.func=n,this.context=r,this.count=0}function c(t,e,n){var i=t.result,o=t.keyPrefix,a=t.func,u=t.context,c=a.call(u,e,t.count++);Array.isArray(c)?s(c,i,n,g.thatReturnsArgument):null!=c&&(v.isValidElement(c)&&(c=v.cloneAndReplaceKey(c,o+(!c.key||e&&e.key===c.key?\"\":r(c.key)+\"/\")+n)),i.push(c))}function s(t,e,n,i,o){var a=\"\";null!=n&&(a=r(n)+\"/\");var s=u.getPooled(e,a,i,o);m(t,c,s),u.release(s)}function l(t,e,n){if(null==t)return t;var r=[];return s(t,r,null,e,n),r}function f(t,e,n){return null}function p(t,e){return m(t,f,null)}function h(t){var e=[];return s(t,e,null,g.thatReturnsArgument),e}var d=n(413),v=n(27),g=n(11),m=n(423),y=d.twoArgumentPooler,_=d.fourArgumentPooler,b=/\\/+/g;i.prototype.destructor=function(){this.func=null,this.context=null,this.count=0},d.addPoolingTo(i,y),u.prototype.destructor=function(){this.result=null,this.keyPrefix=null,this.func=null,this.context=null,this.count=0},d.addPoolingTo(u,_);var x={forEach:a,map:l,mapIntoWithKeyPrefixInternal:s,count:p,toArray:h};t.exports=x},function(t,e,n){\"use strict\";var r=n(27),i=r.createFactory,o={a:i(\"a\"),abbr:i(\"abbr\"),address:i(\"address\"),area:i(\"area\"),article:i(\"article\"),aside:i(\"aside\"),audio:i(\"audio\"),b:i(\"b\"),base:i(\"base\"),bdi:i(\"bdi\"),bdo:i(\"bdo\"),big:i(\"big\"),blockquote:i(\"blockquote\"),body:i(\"body\"),br:i(\"br\"),button:i(\"button\"),canvas:i(\"canvas\"),caption:i(\"caption\"),cite:i(\"cite\"),code:i(\"code\"),col:i(\"col\"),colgroup:i(\"colgroup\"),data:i(\"data\"),datalist:i(\"datalist\"),dd:i(\"dd\"),del:i(\"del\"),details:i(\"details\"),dfn:i(\"dfn\"),dialog:i(\"dialog\"),div:i(\"div\"),dl:i(\"dl\"),dt:i(\"dt\"),em:i(\"em\"),embed:i(\"embed\"),fieldset:i(\"fieldset\"),figcaption:i(\"figcaption\"),figure:i(\"figure\"),footer:i(\"footer\"),form:i(\"form\"),h1:i(\"h1\"),h2:i(\"h2\"),h3:i(\"h3\"),h4:i(\"h4\"),h5:i(\"h5\"),h6:i(\"h6\"),head:i(\"head\"),header:i(\"header\"),hgroup:i(\"hgroup\"),hr:i(\"hr\"),html:i(\"html\"),i:i(\"i\"),iframe:i(\"iframe\"),img:i(\"img\"),input:i(\"input\"),ins:i(\"ins\"),kbd:i(\"kbd\"),keygen:i(\"keygen\"),label:i(\"label\"),legend:i(\"legend\"),li:i(\"li\"),link:i(\"link\"),main:i(\"main\"),map:i(\"map\"),mark:i(\"mark\"),menu:i(\"menu\"),menuitem:i(\"menuitem\"),meta:i(\"meta\"),meter:i(\"meter\"),nav:i(\"nav\"),noscript:i(\"noscript\"),object:i(\"object\"),ol:i(\"ol\"),optgroup:i(\"optgroup\"),option:i(\"option\"),output:i(\"output\"),p:i(\"p\"),param:i(\"param\"),picture:i(\"picture\"),pre:i(\"pre\"),progress:i(\"progress\"),q:i(\"q\"),rp:i(\"rp\"),rt:i(\"rt\"),ruby:i(\"ruby\"),s:i(\"s\"),samp:i(\"samp\"),script:i(\"script\"),section:i(\"section\"),select:i(\"select\"),small:i(\"small\"),source:i(\"source\"),span:i(\"span\"),strong:i(\"strong\"),style:i(\"style\"),sub:i(\"sub\"),summary:i(\"summary\"),sup:i(\"sup\"),table:i(\"table\"),tbody:i(\"tbody\"),td:i(\"td\"),textarea:i(\"textarea\"),tfoot:i(\"tfoot\"),th:i(\"th\"),thead:i(\"thead\"),time:i(\"time\"),title:i(\"title\"),tr:i(\"tr\"),track:i(\"track\"),u:i(\"u\"),ul:i(\"ul\"),var:i(\"var\"),video:i(\"video\"),wbr:i(\"wbr\"),circle:i(\"circle\"),clipPath:i(\"clipPath\"),defs:i(\"defs\"),ellipse:i(\"ellipse\"),g:i(\"g\"),image:i(\"image\"),line:i(\"line\"),linearGradient:i(\"linearGradient\"),mask:i(\"mask\"),path:i(\"path\"),pattern:i(\"pattern\"),polygon:i(\"polygon\"),polyline:i(\"polyline\"),radialGradient:i(\"radialGradient\"),rect:i(\"rect\"),stop:i(\"stop\"),svg:i(\"svg\"),text:i(\"text\"),tspan:i(\"tspan\")};t.exports=o},function(t,e,n){\"use strict\";var r=n(27),i=r.isValidElement,o=n(157);t.exports=o(i)},function(t,e,n){\"use strict\";t.exports=\"15.6.2\"},function(t,e,n){\"use strict\";var r=n(178),i=r.Component,o=n(27),a=o.isValidElement,u=n(181),c=n(191);t.exports=c(i,a,u)},function(t,e,n){\"use strict\";function r(t){var e=t&&(i&&t[i]||t[o]);if(\"function\"==typeof e)return e}var i=\"function\"==typeof Symbol&&Symbol.iterator,o=\"@@iterator\";t.exports=r},function(t,e,n){\"use strict\";function r(){return i++}var i=1;t.exports=r},function(t,e,n){\"use strict\";var r=function(){};t.exports=r},function(t,e,n){\"use strict\";function r(t){return o.isValidElement(t)||i(\"143\"),t}var i=n(40),o=n(27);n(0);t.exports=r},function(t,e,n){\"use strict\";function r(t,e){return t&&\"object\"==typeof t&&null!=t.key?s.escape(t.key):e.toString(36)}function i(t,e,n,o){var p=typeof t;if(\"undefined\"!==p&&\"boolean\"!==p||(t=null),null===t||\"string\"===p||\"number\"===p||\"object\"===p&&t.$$typeof===u)return n(o,t,\"\"===e?l+r(t,0):e),1;var h,d,v=0,g=\"\"===e?l:e+f;if(Array.isArray(t))for(var m=0;m<t.length;m++)h=t[m],d=g+r(h,m),v+=i(h,d,n,o);else{var y=c(t);if(y){var _,b=y.call(t);if(y!==t.entries)for(var x=0;!(_=b.next()).done;)h=_.value,d=g+r(h,x++),v+=i(h,d,n,o);else for(;!(_=b.next()).done;){var w=_.value;w&&(h=w[1],d=g+s.escape(w[0])+f+r(h,0),v+=i(h,d,n,o))}}else if(\"object\"===p){var C=\"\",k=String(t);a(\"31\",\"[object Object]\"===k?\"object with keys {\"+Object.keys(t).join(\", \")+\"}\":k,C)}}return v}function o(t,e,n){return null==t?0:i(t,\"\",e,n)}var a=n(40),u=(n(15),n(180)),c=n(419),s=(n(0),n(412)),l=(n(2),\".\"),f=\":\";t.exports=o}]);</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import shap\n",
    "import matplotlib.pyplot as plt\n",
    "# load JS visualization code to notebook\n",
    "shap.initjs()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Setting feature_perturbation = \"tree_path_dependent\" because no background data was given.\n"
     ]
    }
   ],
   "source": [
    "indi_explainer = shap.TreeExplainer(pipe[\"clf\"])\n",
    "single_transformed_data = pipe[\"vect\"].transform([clean_text(df_valid.iloc[2][\"text\"])]).toarray()\n",
    "indi_shap_values = indi_explainer.shap_values(single_transformed_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i, label in enumerate(df_valid[\"author\"].unique()):\n",
    "    shap.force_plot(\n",
    "        indi_explainer.expected_value[i], indi_shap_values[i], \n",
    "        features=single_transformed_data,\n",
    "        feature_names=pipe[\"vect\"].get_feature_names(),\n",
    "        show=False,\n",
    "        matplotlib=True,\n",
    "    )\n",
    "    plt.title(label)\n",
    "    plt.show()\n",
    "    plt.clf()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "explainer = shap.TreeExplainer(pipe[\"clf\"])\n",
    "transformed_data = pipe[\"vect\"].transform(df_valid[\"text\"].apply(clean_text)).toarray()\n",
    "shap_values = explainer.shap_values(transformed_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x684 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x684 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x684 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 432x288 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i, label in enumerate(df_valid[\"author\"].unique()):\n",
    "    shap.summary_plot(\n",
    "        shap_values[i],\n",
    "        features=transformed_data,\n",
    "        feature_names=pipe[\"vect\"].get_feature_names(),\n",
    "        title=label,\n",
    "        show=False\n",
    "    )\n",
    "    plt.title(label)\n",
    "    plt.show()\n",
    "    plt.clf()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}