{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a href=\"https://colab.research.google.com/github/visiont3lab/tecnologie_data_science/blob/master/book/docs/visualization/seaborn.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Seaborn "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Descrizione"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "P_uT4MEwpu21"
   },
   "source": [
    "Dataset-Oriented Library\n",
    "\n",
    "* [Seaborn Offical Page](https://seaborn.pydata.org/)\n",
    "* [Seaborn Gallery Esempi](https://seaborn.pydata.org/examples/index.html)\n",
    "* [Searborn Tutorial Get Started](https://seaborn.pydata.org/tutorial.html)\n",
    "* [Api reference](https://seaborn.pydata.org/api.html)\n",
    "\n",
    "Importante:\n",
    "> Searbon è una  libreria di data-visualization basata su [**Matplotlib**](https://matplotlib.org/) e si integra in modo semplice con [Pandas](https://pandas.pydata.org/docs/getting_started/index.html).\n",
    "\n",
    "In questo notebook utilizzermo:\n",
    "\n",
    "* Pandas come database (dataframe)\n",
    "* Seaborn per visualizzare i dati\n",
    "\n",
    "Informazioni utili:\n",
    "* [Matplotlib rcParams](https://matplotlib.org/tutorials/introductory/customizing.html)\n",
    "* [Seaborn Theme and Style options](https://seaborn.pydata.org/tutorial/aesthetics.html#aesthetics-tutorial)\n",
    "* [Come organizzare il dataframe per essere compatibili con seaborn?](https://seaborn.pydata.org/introduction.html#intro-tidy-data)\n",
    "* [Tutorial sui colori dei grafici](https://seaborn.pydata.org/tutorial/color_palettes.html#palette-tutorial)\n",
    "* [Tranform a Pandas not tidy dataframe into a tidy one](https://tomaugspurger.github.io/modern-5-tidy.html)\n",
    "* [Seaborn FaceGrid](https://seaborn.pydata.org/generated/seaborn.FacetGrid.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "RBC4vMqV5U05"
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import  numpy as np\n",
    "%matplotlib inline\n",
    "# Behind the scene seaborn use matplotlib to draw the plot\n",
    "# Apply default default seaborn theme, scaling, and color palette.\n",
    "sns.set() "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "JMB-gepa5ZG7"
   },
   "source": [
    "## Dataset Organization\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 197
    },
    "colab_type": "code",
    "id": "QBvg-I60RNj9",
    "outputId": "8c10d302-ccf5-4c90-b7de-3cb605803a9a"
   },
   "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>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   total_bill   tip     sex smoker  day    time  size\n",
       "0       16.99  1.01  Female     No  Sun  Dinner     2\n",
       "1       10.34  1.66    Male     No  Sun  Dinner     3\n",
       "2       21.01  3.50    Male     No  Sun  Dinner     3\n",
       "3       23.68  3.31    Male     No  Sun  Dinner     2\n",
       "4       24.59  3.61  Female     No  Sun  Dinner     4"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load dataset\n",
    "tips = sns.load_dataset(\"tips\") # same as  pandas.read_csv()\n",
    "display(tips.head())\n",
    "\n",
    "# long form or tidy formatting dataset\n",
    "# Ogni variabile è una colonna. A una variabile assegno un ruolo nel plot\n",
    "# Ogni osservazione (observation) è una riga\n",
    "# Usa pandas.melt() funtion for un-pivoting a wide-form dataframe"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Convert long form to tidy format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>data</th>\n",
       "      <th>ricoverati_con_sintomi</th>\n",
       "      <th>terapia_intensiva</th>\n",
       "      <th>totale_ospedalizzati</th>\n",
       "      <th>isolamento_domiciliare</th>\n",
       "      <th>totale_positivi</th>\n",
       "      <th>variazione_totale_positivi</th>\n",
       "      <th>nuovi_positivi</th>\n",
       "      <th>dimessi_guariti</th>\n",
       "      <th>deceduti</th>\n",
       "      <th>totale_casi</th>\n",
       "      <th>tamponi</th>\n",
       "      <th>casi_testati</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-02-24</td>\n",
       "      <td>101</td>\n",
       "      <td>26</td>\n",
       "      <td>127</td>\n",
       "      <td>94</td>\n",
       "      <td>221</td>\n",
       "      <td>0</td>\n",
       "      <td>221</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>229</td>\n",
       "      <td>4324</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-02-25</td>\n",
       "      <td>114</td>\n",
       "      <td>35</td>\n",
       "      <td>150</td>\n",
       "      <td>162</td>\n",
       "      <td>311</td>\n",
       "      <td>90</td>\n",
       "      <td>93</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>322</td>\n",
       "      <td>8623</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-02-26</td>\n",
       "      <td>128</td>\n",
       "      <td>36</td>\n",
       "      <td>164</td>\n",
       "      <td>221</td>\n",
       "      <td>385</td>\n",
       "      <td>74</td>\n",
       "      <td>78</td>\n",
       "      <td>3</td>\n",
       "      <td>12</td>\n",
       "      <td>400</td>\n",
       "      <td>9587</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-02-27</td>\n",
       "      <td>248</td>\n",
       "      <td>56</td>\n",
       "      <td>304</td>\n",
       "      <td>284</td>\n",
       "      <td>588</td>\n",
       "      <td>203</td>\n",
       "      <td>250</td>\n",
       "      <td>45</td>\n",
       "      <td>17</td>\n",
       "      <td>650</td>\n",
       "      <td>12014</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-02-28</td>\n",
       "      <td>345</td>\n",
       "      <td>64</td>\n",
       "      <td>409</td>\n",
       "      <td>412</td>\n",
       "      <td>821</td>\n",
       "      <td>233</td>\n",
       "      <td>238</td>\n",
       "      <td>46</td>\n",
       "      <td>21</td>\n",
       "      <td>888</td>\n",
       "      <td>15695</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         data  ricoverati_con_sintomi  terapia_intensiva  \\\n",
       "0  2020-02-24                     101                 26   \n",
       "1  2020-02-25                     114                 35   \n",
       "2  2020-02-26                     128                 36   \n",
       "3  2020-02-27                     248                 56   \n",
       "4  2020-02-28                     345                 64   \n",
       "\n",
       "   totale_ospedalizzati  isolamento_domiciliare  totale_positivi  \\\n",
       "0                   127                      94              221   \n",
       "1                   150                     162              311   \n",
       "2                   164                     221              385   \n",
       "3                   304                     284              588   \n",
       "4                   409                     412              821   \n",
       "\n",
       "   variazione_totale_positivi  nuovi_positivi  dimessi_guariti  deceduti  \\\n",
       "0                           0             221                1         7   \n",
       "1                          90              93                1        10   \n",
       "2                          74              78                3        12   \n",
       "3                         203             250               45        17   \n",
       "4                         233             238               46        21   \n",
       "\n",
       "   totale_casi  tamponi  casi_testati  \n",
       "0          229     4324           NaN  \n",
       "1          322     8623           NaN  \n",
       "2          400     9587           NaN  \n",
       "3          650    12014           NaN  \n",
       "4          888    15695           NaN  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Dati andamento nazionale \n",
    "import pandas as pd\n",
    "df_naz = pd.read_csv(\"https://raw.githubusercontent.com/pcm-dpc/COVID-19/master/dati-andamento-nazionale/dpc-covid19-ita-andamento-nazionale.csv\")\n",
    "df_naz[\"data\"] = pd.to_datetime(df_naz[\"data\"]).dt.date\n",
    "df_naz = df_naz.drop(columns=[\"stato\", \"note_it\", \"note_en\"])\n",
    "df_naz.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "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>data</th>\n",
       "      <th>cols</th>\n",
       "      <th>vals</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-02-24</td>\n",
       "      <td>ricoverati_con_sintomi</td>\n",
       "      <td>101.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-02-25</td>\n",
       "      <td>ricoverati_con_sintomi</td>\n",
       "      <td>114.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-02-26</td>\n",
       "      <td>ricoverati_con_sintomi</td>\n",
       "      <td>128.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-02-27</td>\n",
       "      <td>ricoverati_con_sintomi</td>\n",
       "      <td>248.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-02-28</td>\n",
       "      <td>ricoverati_con_sintomi</td>\n",
       "      <td>345.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         data                    cols   vals\n",
       "0  2020-02-24  ricoverati_con_sintomi  101.0\n",
       "1  2020-02-25  ricoverati_con_sintomi  114.0\n",
       "2  2020-02-26  ricoverati_con_sintomi  128.0\n",
       "3  2020-02-27  ricoverati_con_sintomi  248.0\n",
       "4  2020-02-28  ricoverati_con_sintomi  345.0"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_naz_tidy = df_naz.melt('data', var_name='cols',  value_name='vals')\n",
    "df_naz_tidy.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7f57d35d47f0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1603.1x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.savefig.html_\n",
    "sns.relplot(x=\"data\", y=\"vals\", hue=\"cols\" ,data=df_naz_tidy, kind=\"line\", height=10, aspect=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Possiamo usare la stessa logica di Seaborn per creare dei grafici interattivi usando la libreria [plotly express](https://plotly.com/python/plotly-express/). Di seguito un esempio."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        define('plotly', function(require, exports, module) {\n",
       "            /**\n",
       "* plotly.js v1.54.1\n",
       "* Copyright 2012-2020, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
       "!function(t){if(\"object\"==typeof exports&&\"undefined\"!=typeof module)module.exports=t();else if(\"function\"==typeof define&&define.amd)define([],t);else{(\"undefined\"!=typeof window?window:\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:this).Plotly=t()}}((function(){return function t(e,r,n){function a(o,s){if(!r[o]){if(!e[o]){var l=\"function\"==typeof require&&require;if(!s&&l)return l(o,!0);if(i)return i(o,!0);var c=new Error(\"Cannot find module '\"+o+\"'\");throw c.code=\"MODULE_NOT_FOUND\",c}var u=r[o]={exports:{}};e[o][0].call(u.exports,(function(t){return a(e[o][1][t]||t)}),u,u.exports,t,e,r,n)}return r[o].exports}for(var i=\"function\"==typeof require&&require,o=0;o<n.length;o++)a(n[o]);return a}({1:[function(t,e,r){\"use strict\";var n=t(\"../src/lib\"),a={\"X,X div\":\"direction:ltr;font-family:'Open Sans', verdana, arial, sans-serif;margin:0;padding:0;\",\"X input,X button\":\"font-family:'Open Sans', verdana, arial, sans-serif;\",\"X 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if(\"le\"===r)for(a=0,i=0;a<t.length;a+=3)o=t[a]|t[a+1]<<8|t[a+2]<<16,this.words[i]|=o<<s&67108863,this.words[i+1]=o>>>26-s&67108863,(s+=24)>=26&&(s-=26,i++);return this.strip()},i.prototype._parseHex=function(t,e){this.length=Math.ceil((t.length-e)/6),this.words=new Array(this.length);for(var r=0;r<this.length;r++)this.words[r]=0;var n,a,i=0;for(r=t.length-6,n=0;r>=e;r-=6)a=s(t,r,r+6),this.words[n]|=a<<i&67108863,this.words[n+1]|=a>>>26-i&4194303,(i+=24)>=26&&(i-=26,n++);r+6!==e&&(a=s(t,e,r+6),this.words[n]|=a<<i&67108863,this.words[n+1]|=a>>>26-i&4194303),this.strip()},i.prototype._parseBase=function(t,e,r){this.words=[0],this.length=1;for(var n=0,a=1;a<=67108863;a*=e)n++;n--,a=a/e|0;for(var i=t.length-r,o=i%n,s=Math.min(i,i-o)+r,c=0,u=r;u<s;u+=n)c=l(t,u,u+n,e),this.imuln(a),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c);if(0!==o){var h=1;for(c=l(t,u,t.length,e),u=0;u<o;u++)h*=e;this.imuln(h),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c)}},i.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e<this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},i.prototype.clone=function(){var t=new i(null);return this.copy(t),t},i.prototype._expand=function(t){for(;this.length<t;)this.words[this.length++]=0;return this},i.prototype.strip=function(){for(;this.length>1&&0===this.words[this.length-1];)this.length--;return this._normSign()},i.prototype._normSign=function(){return 1===this.length&&0===this.words[0]&&(this.negative=0),this},i.prototype.inspect=function(){return(this.red?\"<BN-R: \":\"<BN: \")+this.toString(16)+\">\"};var c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],u=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function f(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var a=0|t.words[0],i=0|e.words[0],o=a*i,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var c=1;c<n;c++){for(var u=l>>>26,h=67108863&l,f=Math.min(c,e.length-1),p=Math.max(0,c-t.length+1);p<=f;p++){var d=c-p|0;u+=(o=(a=0|t.words[d])*(i=0|e.words[p])+h)/67108864|0,h=67108863&o}r.words[c]=0|h,l=0|u}return 0!==l?r.words[c]=0|l:r.length--,r.strip()}i.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var a=0,i=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<a|i)).toString(16);r=0!==(i=s>>>24-a&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(a+=2)>=26&&(a-=26,o--)}for(0!==i&&(r=i.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var f=u[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var g=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?g+r:c[f-g.length]+g+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base should be between 2 and 36\")},i.prototype.toNumber=function(){var t=this.words[0];return 2===this.length?t+=67108864*this.words[1]:3===this.length&&1===this.words[2]?t+=4503599627370496+67108864*this.words[1]:this.length>2&&n(!1,\"Number can only safely store up to 53 bits\"),0!==this.negative?-t:t},i.prototype.toJSON=function(){return this.toString(16)},i.prototype.toBuffer=function(t,e){return n(\"undefined\"!=typeof o),this.toArrayLike(o,t,e)},i.prototype.toArray=function(t,e){return this.toArrayLike(Array,t,e)},i.prototype.toArrayLike=function(t,e,r){var a=this.byteLength(),i=r||Math.max(1,a);n(a<=i,\"byte array longer than desired length\"),n(i>0,\"Requested array length <= 0\"),this.strip();var o,s,l=\"le\"===e,c=new t(i),u=this.clone();if(l){for(s=0;!u.isZero();s++)o=u.andln(255),u.iushrn(8),c[s]=o;for(;s<i;s++)c[s]=0}else{for(s=0;s<i-a;s++)c[s]=0;for(s=0;!u.isZero();s++)o=u.andln(255),u.iushrn(8),c[i-s-1]=o}return c},Math.clz32?i.prototype._countBits=function(t){return 32-Math.clz32(t)}:i.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},i.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},i.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},i.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},i.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},i.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},i.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},i.prototype.isNeg=function(){return 0!==this.negative},i.prototype.neg=function(){return this.clone().ineg()},i.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},i.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},i.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},i.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},i.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},i.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},i.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},i.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},i.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},i.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},i.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},i.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},i.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},i.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var a=0;a<e;a++)this.words[a]=67108863&~this.words[a];return r>0&&(this.words[a]=~this.words[a]&67108863>>26-r),this.strip()},i.prototype.notn=function(t){return this.clone().inotn(t)},i.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,a=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<a:this.words[r]&~(1<<a),this.strip()},i.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var a=0,i=0;i<n.length;i++)e=(0|r.words[i])+(0|n.words[i])+a,this.words[i]=67108863&e,a=e>>>26;for(;0!==a&&i<r.length;i++)e=(0|r.words[i])+a,this.words[i]=67108863&e,a=e>>>26;if(this.length=r.length,0!==a)this.words[this.length]=a,this.length++;else if(r!==this)for(;i<r.length;i++)this.words[i]=r.words[i];return this},i.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,a=this.cmp(t);if(0===a)return this.negative=0,this.length=1,this.words[0]=0,this;a>0?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++)i=(e=(0|r.words[o])-(0|n.words[o])+i)>>26,this.words[o]=67108863&e;for(;0!==i&&o<r.length;o++)i=(e=(0|r.words[o])+i)>>26,this.words[o]=67108863&e;if(0===i&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,a,i,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],h=8191&u,f=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,M=0|o[5],A=8191&M,S=M>>>13,E=0|o[6],C=8191&E,L=E>>>13,P=0|o[7],I=8191&P,z=P>>>13,O=0|o[8],D=8191&O,R=O>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,Z=Y>>>13,X=0|s[3],J=8191&X,K=X>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,at=0|s[6],it=8191&at,ot=at>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ht=8191&ut,ft=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(h,U))|0)+((8191&(a=(a=Math.imul(h,V))+Math.imul(f,U)|0))<<13)|0;c=((i=Math.imul(f,V))+(a>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),a=(a=Math.imul(d,V))+Math.imul(g,U)|0,i=Math.imul(g,V);var vt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(a=(a=a+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((i=i+Math.imul(f,G)|0)+(a>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),a=(a=Math.imul(v,V))+Math.imul(y,U)|0,i=Math.imul(y,V),n=n+Math.imul(d,H)|0,a=(a=a+Math.imul(d,G)|0)+Math.imul(g,H)|0,i=i+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(a=(a=a+Math.imul(h,Z)|0)+Math.imul(f,W)|0))<<13)|0;c=((i=i+Math.imul(f,Z)|0)+(a>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),a=(a=Math.imul(b,V))+Math.imul(_,U)|0,i=Math.imul(_,V),n=n+Math.imul(v,H)|0,a=(a=a+Math.imul(v,G)|0)+Math.imul(y,H)|0,i=i+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,a=(a=a+Math.imul(d,Z)|0)+Math.imul(g,W)|0,i=i+Math.imul(g,Z)|0;var xt=(c+(n=n+Math.imul(h,J)|0)|0)+((8191&(a=(a=a+Math.imul(h,K)|0)+Math.imul(f,J)|0))<<13)|0;c=((i=i+Math.imul(f,K)|0)+(a>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),a=(a=Math.imul(T,V))+Math.imul(k,U)|0,i=Math.imul(k,V),n=n+Math.imul(b,H)|0,a=(a=a+Math.imul(b,G)|0)+Math.imul(_,H)|0,i=i+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,a=(a=a+Math.imul(v,Z)|0)+Math.imul(y,W)|0,i=i+Math.imul(y,Z)|0,n=n+Math.imul(d,J)|0,a=(a=a+Math.imul(d,K)|0)+Math.imul(g,J)|0,i=i+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(a=(a=a+Math.imul(h,tt)|0)+Math.imul(f,$)|0))<<13)|0;c=((i=i+Math.imul(f,tt)|0)+(a>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,U),a=(a=Math.imul(A,V))+Math.imul(S,U)|0,i=Math.imul(S,V),n=n+Math.imul(T,H)|0,a=(a=a+Math.imul(T,G)|0)+Math.imul(k,H)|0,i=i+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,a=(a=a+Math.imul(b,Z)|0)+Math.imul(_,W)|0,i=i+Math.imul(_,Z)|0,n=n+Math.imul(v,J)|0,a=(a=a+Math.imul(v,K)|0)+Math.imul(y,J)|0,i=i+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,a=(a=a+Math.imul(d,tt)|0)+Math.imul(g,$)|0,i=i+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(a=(a=a+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((i=i+Math.imul(f,nt)|0)+(a>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(C,U),a=(a=Math.imul(C,V))+Math.imul(L,U)|0,i=Math.imul(L,V),n=n+Math.imul(A,H)|0,a=(a=a+Math.imul(A,G)|0)+Math.imul(S,H)|0,i=i+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,a=(a=a+Math.imul(T,Z)|0)+Math.imul(k,W)|0,i=i+Math.imul(k,Z)|0,n=n+Math.imul(b,J)|0,a=(a=a+Math.imul(b,K)|0)+Math.imul(_,J)|0,i=i+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,a=(a=a+Math.imul(v,tt)|0)+Math.imul(y,$)|0,i=i+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,a=(a=a+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,i=i+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(h,it)|0)|0)+((8191&(a=(a=a+Math.imul(h,ot)|0)+Math.imul(f,it)|0))<<13)|0;c=((i=i+Math.imul(f,ot)|0)+(a>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),a=(a=Math.imul(I,V))+Math.imul(z,U)|0,i=Math.imul(z,V),n=n+Math.imul(C,H)|0,a=(a=a+Math.imul(C,G)|0)+Math.imul(L,H)|0,i=i+Math.imul(L,G)|0,n=n+Math.imul(A,W)|0,a=(a=a+Math.imul(A,Z)|0)+Math.imul(S,W)|0,i=i+Math.imul(S,Z)|0,n=n+Math.imul(T,J)|0,a=(a=a+Math.imul(T,K)|0)+Math.imul(k,J)|0,i=i+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,a=(a=a+Math.imul(b,tt)|0)+Math.imul(_,$)|0,i=i+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,a=(a=a+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,i=i+Math.imul(y,nt)|0,n=n+Math.imul(d,it)|0,a=(a=a+Math.imul(d,ot)|0)+Math.imul(g,it)|0,i=i+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(a=(a=a+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((i=i+Math.imul(f,ct)|0)+(a>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),a=(a=Math.imul(D,V))+Math.imul(R,U)|0,i=Math.imul(R,V),n=n+Math.imul(I,H)|0,a=(a=a+Math.imul(I,G)|0)+Math.imul(z,H)|0,i=i+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,a=(a=a+Math.imul(C,Z)|0)+Math.imul(L,W)|0,i=i+Math.imul(L,Z)|0,n=n+Math.imul(A,J)|0,a=(a=a+Math.imul(A,K)|0)+Math.imul(S,J)|0,i=i+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,a=(a=a+Math.imul(T,tt)|0)+Math.imul(k,$)|0,i=i+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,a=(a=a+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,i=i+Math.imul(_,nt)|0,n=n+Math.imul(v,it)|0,a=(a=a+Math.imul(v,ot)|0)+Math.imul(y,it)|0,i=i+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,a=(a=a+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,i=i+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(a=(a=a+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((i=i+Math.imul(f,ft)|0)+(a>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),a=(a=Math.imul(B,V))+Math.imul(N,U)|0,i=Math.imul(N,V),n=n+Math.imul(D,H)|0,a=(a=a+Math.imul(D,G)|0)+Math.imul(R,H)|0,i=i+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,a=(a=a+Math.imul(I,Z)|0)+Math.imul(z,W)|0,i=i+Math.imul(z,Z)|0,n=n+Math.imul(C,J)|0,a=(a=a+Math.imul(C,K)|0)+Math.imul(L,J)|0,i=i+Math.imul(L,K)|0,n=n+Math.imul(A,$)|0,a=(a=a+Math.imul(A,tt)|0)+Math.imul(S,$)|0,i=i+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,a=(a=a+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,i=i+Math.imul(k,nt)|0,n=n+Math.imul(b,it)|0,a=(a=a+Math.imul(b,ot)|0)+Math.imul(_,it)|0,i=i+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,a=(a=a+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,i=i+Math.imul(y,ct)|0,n=n+Math.imul(d,ht)|0,a=(a=a+Math.imul(d,ft)|0)+Math.imul(g,ht)|0,i=i+Math.imul(g,ft)|0;var Mt=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(a=(a=a+Math.imul(h,gt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((i=i+Math.imul(f,gt)|0)+(a>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),a=(a=Math.imul(B,G))+Math.imul(N,H)|0,i=Math.imul(N,G),n=n+Math.imul(D,W)|0,a=(a=a+Math.imul(D,Z)|0)+Math.imul(R,W)|0,i=i+Math.imul(R,Z)|0,n=n+Math.imul(I,J)|0,a=(a=a+Math.imul(I,K)|0)+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,n=n+Math.imul(C,$)|0,a=(a=a+Math.imul(C,tt)|0)+Math.imul(L,$)|0,i=i+Math.imul(L,tt)|0,n=n+Math.imul(A,rt)|0,a=(a=a+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,i=i+Math.imul(S,nt)|0,n=n+Math.imul(T,it)|0,a=(a=a+Math.imul(T,ot)|0)+Math.imul(k,it)|0,i=i+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,a=(a=a+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,i=i+Math.imul(_,ct)|0,n=n+Math.imul(v,ht)|0,a=(a=a+Math.imul(v,ft)|0)+Math.imul(y,ht)|0,i=i+Math.imul(y,ft)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(a=(a=a+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((i=i+Math.imul(g,gt)|0)+(a>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),a=(a=Math.imul(B,Z))+Math.imul(N,W)|0,i=Math.imul(N,Z),n=n+Math.imul(D,J)|0,a=(a=a+Math.imul(D,K)|0)+Math.imul(R,J)|0,i=i+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,a=(a=a+Math.imul(I,tt)|0)+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,a=(a=a+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,i=i+Math.imul(L,nt)|0,n=n+Math.imul(A,it)|0,a=(a=a+Math.imul(A,ot)|0)+Math.imul(S,it)|0,i=i+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,a=(a=a+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,i=i+Math.imul(k,ct)|0,n=n+Math.imul(b,ht)|0,a=(a=a+Math.imul(b,ft)|0)+Math.imul(_,ht)|0,i=i+Math.imul(_,ft)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(a=(a=a+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((i=i+Math.imul(y,gt)|0)+(a>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),a=(a=Math.imul(B,K))+Math.imul(N,J)|0,i=Math.imul(N,K),n=n+Math.imul(D,$)|0,a=(a=a+Math.imul(D,tt)|0)+Math.imul(R,$)|0,i=i+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,a=(a=a+Math.imul(I,nt)|0)+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,n=n+Math.imul(C,it)|0,a=(a=a+Math.imul(C,ot)|0)+Math.imul(L,it)|0,i=i+Math.imul(L,ot)|0,n=n+Math.imul(A,lt)|0,a=(a=a+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,i=i+Math.imul(S,ct)|0,n=n+Math.imul(T,ht)|0,a=(a=a+Math.imul(T,ft)|0)+Math.imul(k,ht)|0,i=i+Math.imul(k,ft)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(a=(a=a+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((i=i+Math.imul(_,gt)|0)+(a>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),a=(a=Math.imul(B,tt))+Math.imul(N,$)|0,i=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,a=(a=a+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,i=i+Math.imul(R,nt)|0,n=n+Math.imul(I,it)|0,a=(a=a+Math.imul(I,ot)|0)+Math.imul(z,it)|0,i=i+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,a=(a=a+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,i=i+Math.imul(L,ct)|0,n=n+Math.imul(A,ht)|0,a=(a=a+Math.imul(A,ft)|0)+Math.imul(S,ht)|0,i=i+Math.imul(S,ft)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(a=(a=a+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((i=i+Math.imul(k,gt)|0)+(a>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),a=(a=Math.imul(B,nt))+Math.imul(N,rt)|0,i=Math.imul(N,nt),n=n+Math.imul(D,it)|0,a=(a=a+Math.imul(D,ot)|0)+Math.imul(R,it)|0,i=i+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,a=(a=a+Math.imul(I,ct)|0)+Math.imul(z,lt)|0,i=i+Math.imul(z,ct)|0,n=n+Math.imul(C,ht)|0,a=(a=a+Math.imul(C,ft)|0)+Math.imul(L,ht)|0,i=i+Math.imul(L,ft)|0;var Lt=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(a=(a=a+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((i=i+Math.imul(S,gt)|0)+(a>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,it),a=(a=Math.imul(B,ot))+Math.imul(N,it)|0,i=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,a=(a=a+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,i=i+Math.imul(R,ct)|0,n=n+Math.imul(I,ht)|0,a=(a=a+Math.imul(I,ft)|0)+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0;var Pt=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(a=(a=a+Math.imul(C,gt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((i=i+Math.imul(L,gt)|0)+(a>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),a=(a=Math.imul(B,ct))+Math.imul(N,lt)|0,i=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,a=(a=a+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,i=i+Math.imul(R,ft)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(a=(a=a+Math.imul(I,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((i=i+Math.imul(z,gt)|0)+(a>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ht),a=(a=Math.imul(B,ft))+Math.imul(N,ht)|0,i=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(a=(a=a+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((i=i+Math.imul(R,gt)|0)+(a>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(a=(a=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((i=Math.imul(N,gt))+(a>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=Pt,l[16]=It,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=f),i.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?f(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,a=0,i=0;i<r.length-1;i++){var o=a;a=0;for(var s=67108863&n,l=Math.min(i,e.length-1),c=Math.max(0,i-t.length+1);c<=l;c++){var u=i-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),a+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[i]=s,n=o,o=a}return 0!==n?r.words[i]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=i.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,a=0;a<e;a++)n|=(1&t)<<e-a-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,a,i){for(var o=0;o<i;o++)n[o]=e[t[o]],a[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,a,i){this.permute(i,t,e,r,n,a);for(var o=1;o<a;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<a;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=h*m-f*v;v=h*v+f*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*h-c*f,f=l*f+c*h,h=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,a=0;for(r=r/2|0;r;r>>>=1)a++;return 1<<a+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var a=t[n];t[n]=t[r-n-1],t[r-n-1]=a,a=e[n],e[n]=-e[r-n-1],e[r-n-1]=-a}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var a=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&a,r=a<67108864?0:a/67108864|0}return t},g.prototype.convert13b=function(t,e,r,a){for(var i=0,o=0;o<e;o++)i+=0|t[o],r[2*o]=8191&i,i>>>=13,r[2*o+1]=8191&i,i>>>=13;for(o=2*e;o<a;++o)r[o]=0;n(0===i),n(0==(-8192&i))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),a=this.makeRBT(n),i=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,i,s,l,n,a),this.transform(c,i,u,h,n,a);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,i,n,a),this.conjugate(f,i,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},i.prototype.mul=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},i.prototype.mulf=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),d(this,t,e)},i.prototype.imul=function(t){return this.clone().mulTo(t,this)},i.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var a=(0|this.words[r])*t,i=(67108863&a)+(67108863&e);e>>=26,e+=a/67108864|0,e+=i>>>26,this.words[r]=67108863&i}return 0!==e&&(this.words[r]=e,this.length++),this},i.prototype.muln=function(t){return this.clone().imuln(t)},i.prototype.sqr=function(){return this.mul(this)},i.prototype.isqr=function(){return this.imul(this.clone())},i.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,a=r%26;e[r]=(t.words[n]&1<<a)>>>a}return e}(t);if(0===e.length)return new i(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var a=r.sqr();n<e.length;n++,a=a.sqr())0!==e[n]&&(r=r.mul(a));return r},i.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,a=(t-r)/26,i=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&i,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==a){for(e=this.length-1;e>=0;e--)this.words[e+a]=this.words[e];for(e=0;e<a;e++)this.words[e]=0;this.length+=a}return this.strip()},i.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},i.prototype.iushrn=function(t,e,r){var a;n(\"number\"==typeof t&&t>=0),a=e?(e-e%26)/26:0;var i=t%26,o=Math.min((t-i)/26,this.length),s=67108863^67108863>>>i<<i,l=r;if(a-=o,a=Math.max(0,a),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=a);c--){var h=0|this.words[c];this.words[c]=u<<26-i|h>>>i,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},i.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.ushln=function(t){return this.clone().iushln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.ushrn=function(t){return this.clone().iushrn(t)},i.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,a=1<<e;return!(this.length<=r)&&!!(this.words[r]&a)},i.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var a=67108863^67108863>>>e<<e;this.words[this.length-1]&=a}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},i.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},i.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},i.prototype.addn=function(t){return this.clone().iaddn(t)},i.prototype.subn=function(t){return this.clone().isubn(t)},i.prototype.iabs=function(){return this.negative=0,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,r){var a,i,o=t.length+r;this._expand(o);var s=0;for(a=0;a<t.length;a++){i=(0|this.words[a+r])+s;var l=(0|t.words[a])*e;s=((i-=67108863&l)>>26)-(l/67108864|0),this.words[a+r]=67108863&i}for(;a<this.length-r;a++)s=(i=(0|this.words[a+r])+s)>>26,this.words[a+r]=67108863&i;if(0===s)return this.strip();for(n(-1===s),s=0,a=0;a<this.length;a++)s=(i=-(0|this.words[a])+s)>>26,this.words[a]=67108863&i;return this.negative=1,this.strip()},i.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),a=t,o=0|a.words[a.length-1];0!==(r=26-this._countBits(o))&&(a=a.ushln(r),n.iushln(r),o=0|a.words[a.length-1]);var s,l=n.length-a.length;if(\"mod\"!==e){(s=new i(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(a,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[a.length+h])+(0|n.words[a.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(a,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(a,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},i.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new i(0),mod:new i(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(a=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:a,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(a=s.div.neg()),{div:a,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new i(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new i(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new i(this.modn(t.words[0]))}:this._wordDiv(t,e);var a,o,s},i.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},i.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},i.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),a=t.andln(1),i=r.cmp(n);return i<0||1===a&&0===i?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,a=this.length-1;a>=0;a--)r=(e*r+(0|this.words[a]))%t;return r},i.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var a=(0|this.words[r])+67108864*e;this.words[r]=a/t|0,e=a%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a=new i(1),o=new i(0),s=new i(0),l=new i(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(a.isOdd()||o.isOdd())&&(a.iadd(u),o.isub(h)),a.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),a.isub(s),o.isub(l)):(r.isub(e),s.isub(a),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},i.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a,o=new i(1),s=new i(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(a=0===e.cmpn(1)?o:s).cmpn(0)<0&&a.iadd(t),a},i.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var a=e.cmp(r);if(a<0){var i=e;e=r,r=i}else if(0===a||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},i.prototype.invm=function(t){return this.egcd(t).a.umod(t)},i.prototype.isEven=function(){return 0==(1&this.words[0])},i.prototype.isOdd=function(){return 1==(1&this.words[0])},i.prototype.andln=function(t){return this.words[0]&t},i.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,a=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=a,this;for(var i=a,o=r;0!==i&&o<this.length;o++){var s=0|this.words[o];i=(s+=i)>>>26,s&=67108863,this.words[o]=s}return 0!==i&&(this.words[o]=i,this.length++),this},i.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},i.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var a=0|this.words[0];e=a===t?0:a<t?-1:1}return 0!==this.negative?0|-e:e},i.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},i.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],a=0|t.words[r];if(n!==a){n<a?e=-1:n>a&&(e=1);break}}return e},i.prototype.gtn=function(t){return 1===this.cmpn(t)},i.prototype.gt=function(t){return 1===this.cmp(t)},i.prototype.gten=function(t){return this.cmpn(t)>=0},i.prototype.gte=function(t){return this.cmp(t)>=0},i.prototype.ltn=function(t){return-1===this.cmpn(t)},i.prototype.lt=function(t){return-1===this.cmp(t)},i.prototype.lten=function(t){return this.cmpn(t)<=0},i.prototype.lte=function(t){return this.cmp(t)<=0},i.prototype.eqn=function(t){return 0===this.cmpn(t)},i.prototype.eq=function(t){return 0===this.cmp(t)},i.red=function(t){return new w(t)},i.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},i.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},i.prototype._forceRed=function(t){return this.red=t,this},i.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},i.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},i.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},i.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},i.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},i.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},i.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},i.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},i.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},i.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},i.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},i.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},i.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},i.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var m={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new i(e,16),this.n=this.p.bitLength(),this.k=new i(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function x(){v.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){v.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function _(){v.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function w(t){if(\"string\"==typeof t){var e=i._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function T(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new i(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}v.prototype._tmp=function(){var t=new i(null);return t.words=new Array(Math.ceil(this.n/13)),t},v.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):r.strip(),r},v.prototype.split=function(t,e){t.iushrn(this.n,0,e)},v.prototype.imulK=function(t){return t.imul(this.k)},a(y,v),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=4194303&a,n=10;n<t.length;n++){var i=0|t.words[n];t.words[n-10]=(4194303&i)<<4|a>>>22,a=i}a>>>=22,t.words[n-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},a(x,v),a(b,v),a(_,v),_.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,a=67108863&n;n>>>=26,t.words[r]=a,e=n}return 0!==e&&(t.words[t.length++]=e),t},i._prime=function(t){if(m[t])return m[t];var e;if(\"k256\"===t)e=new y;else if(\"p224\"===t)e=new x;else if(\"p192\"===t)e=new b;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new _}return m[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new i(1)).iushrn(2);return 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h=c>>u&1;a!==r[0]&&(a=this.sqr(a)),0!==h||0!==o?(o<<=1,o|=h,(4===++s||0===n&&0===u)&&(a=this.mul(a,r[o]),s=0,o=0)):s=0}l=26}return a},w.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},w.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},i.mont=function(t){return new T(t)},a(T,w),T.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},T.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},T.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),i=a;return a.cmp(this.m)>=0?i=a.isub(this.m):a.cmpn(0)<0&&(i=a.iadd(this.m)),i._forceRed(this)},T.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new i(0)._forceRed(this);var 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       "/*!\n",
       " * The buffer module from node.js, for the browser.\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
       "\"use strict\";var n=t(\"base64-js\"),a=t(\"ieee754\");r.Buffer=e,r.SlowBuffer=function(t){+t!=t&&(t=0);return e.alloc(+t)},r.INSPECT_MAX_BYTES=50;function i(t){if(t>2147483647)throw new RangeError('The value \"'+t+'\" is invalid for option \"size\"');var r=new Uint8Array(t);return r.__proto__=e.prototype,r}function e(t,e,r){if(\"number\"==typeof t){if(\"string\"==typeof e)throw new TypeError('The \"string\" argument must be of type string. Received type number');return l(t)}return o(t,e,r)}function o(t,r,n){if(\"string\"==typeof t)return function(t,r){\"string\"==typeof r&&\"\"!==r||(r=\"utf8\");if(!e.isEncoding(r))throw new TypeError(\"Unknown encoding: \"+r);var n=0|h(t,r),a=i(n),o=a.write(t,r);o!==n&&(a=a.slice(0,o));return a}(t,r);if(ArrayBuffer.isView(t))return c(t);if(null==t)throw TypeError(\"The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. 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e=a[0],r=a.length-1;r>0;--r)e+=a[r]/(t+r);var n=t+607/128+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(i(e));e-=1;for(var r=n[0],a=1;a<9;a++)r+=n[a]/(e+a);var o=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(o,e+.5)*Math.exp(-o)*r},e.exports.log=i},{}],245:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,a=e;try{var i=[t];0===t.indexOf(\"webgl\")&&i.push(\"experimental-\"+t);for(var o=0;o<i.length;o++)if(n=r.getContext(i[o],a))return n}catch(t){n=null}return n||null}},{}],246:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),a=t(\"./lib/lines.js\"),i=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=i(t)}var h=u.prototype;function f(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}h.update=function(t){function e(e,r,n){if(n in t){var a,i=t[n],o=this[n];(e?Array.isArray(i)&&Array.isArray(i[0]):Array.isArray(i))?this[n]=a=[r(i[0]),r(i[1]),r(i[2])]:this[n]=a=[r(i),r(i),r(i)];for(var s=0;s<3;++s)if(a[s]!==o[s])return!0}return!1}t=t||{};var r,i=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,h=!1;if(\"bounds\"in t)for(var f=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)f[p][d]!==this.bounds[p][d]&&(h=!0),this.bounds[p][d]=f[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else i(\"tickSpacing\")&&(this.autoTicks=!0,h=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),h=!0,u=!0,this._firstInit=!1),h&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),i(\"tickSize\"),i(\"tickAngle\"),i(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),i(\"labelSize\"),i(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),i(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),i(\"lineTickLength\"),i(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),i(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),i(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=a(this.gl,this.bounds,this.ticks))};var p=[new f,new f,new f];function d(t,e,r,n,a){for(var i=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=i,f=s,p=o,d=l;c&1<<u&&(h=s,f=i,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],a[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};h.isOpaque=function(){return!0},h.isTransparent=function(){return!1},h.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];h.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,a=t.projection||l,i=this.bounds,s=t._ortho||!1,u=o(r,n,a,i,s),h=u.cubeEdges,f=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(a[3]*b+a[7]*_+a[11]*w+a[15]*T)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=h[M],this.lastCubeProps.axis[M]=f[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,h,f);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=f[M]:E[M]=0;this._background.draw(r,n,a,i,E,this.backgroundColor),this._lines.bind(r,n,a,this);for(M=0;M<3;++M){var C=[0,0,0];f[M]>0?C[M]=i[1][M]:C[M]=i[0][M];for(var L=0;L<2;++L){var P=(M+1+L)%3,I=(M+1+(1^L))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,C,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(L=0;L<2;++L){P=(M+1+L)%3,I=(M+1+(1^L))%3;this.zeroEnable[I]&&Math.min(i[0][I],i[1][I])<=0&&Math.max(i[0][I],i[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,C,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(v,A[M].primalMinor),O=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(L=0;L<3;++L){var R=k/r[5*L];z[L]*=D[L]*R,O[L]*=D[L]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,O,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,a,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,a=(t+2)%3,i=e[n],o=e[a],s=r[n],l=r[a];i>0&&l>0||i>0&&l<0||i<0&&l>0||i<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(a)}for(M=0;M<3;++M){var U=A[M].primalMinor,V=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(L=0;L<3;++L)this.lineTickEnable[M]&&(q[L]+=k*U[L]*Math.max(this.lineTickLength[L],0)/r[5*L]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,U,V);for(L=0;L<3;++L)q[L]+=k*U[L]*this.tickPad[L]/r[5*L];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(L=0;L<3;++L)q[L]+=k*U[L]*this.labelPad[L]/r[5*L];q[M]+=.5*(i[0][M]+i[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},h.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":247,\"./lib/cube.js\":248,\"./lib/lines.js\":249,\"./lib/text.js\":251,\"./lib/ticks.js\":252}],247:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,h=[0,0,0],f=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),h[l]=p,f[l]=p;for(var d=-1;d<=1;d+=2){h[c]=d;for(var g=-1;g<=1;g+=2)h[u]=g,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=a(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=i(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,a,i){for(var o=!1,s=0;s<3;++s)o=o||a[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:a,colors:i},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":250,\"gl-buffer\":254,\"gl-vao\":331}],248:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i,p){a(s,e,t),a(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=i[x][2];for(var b=0;b<2;++b){u[1]=i[b][1];for(var _=0;_<2;++_)u[0]=i[_][0],f(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,C=-1,L=0;L<2;++L){var P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);o(c[z],c[P],c[I],h)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<M);else{for(L=0;L<2;++L){P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);var z,O=d([l[z],l[P],l[I],l[z+(1<<A)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<M)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(M=0;M<3;++M)V[M]=q&1<<M?-1:1;return v};var n=t(\"bit-twiddle\"),a=t(\"gl-mat4/multiply\"),i=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var a=0;a<3;++a)t[n]+=e[a]*r[4*a+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=i.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],a=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-a,h=l[0]/l[3]-n,f=l[1]/l[3]-a;o+=Math.abs(c*f-u*h)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":95,\"gl-mat4/multiply\":278,\"robust-orientation\":507,\"split-polygon\":525}],249:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var g=+r[h][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[h]=f,l[h]=m-f;f=o.length/3|0;for(var v=0;v<r[h].length;++v){g=+r[h][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[h]=f,u[h]=m-f}var y=n(t,new Float32Array(o)),x=a(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=i(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,a,i,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=a,this.tickOffset=i,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,a){var i=h(s);this.shader.uniforms.majorAxis=s,i[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=i;var 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p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return a(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return a(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":311,glslify:412}],251:[function(t,e,r){(function(r){\"use strict\";e.exports=function(t,e,r,i,s,l){var u=n(t),h=a(t,[{buffer:u,size:3}]),f=o(t);f.attributes.position.location=0;var p=new c(t,f,u,h);return p.update(e,r,i,s,l),p};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,h=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var a=this.shader.uniforms;a.model=t,a.view=e,a.projection=r,a.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,a){var o=[];function s(t,e,r,n,a,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return i(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:a,styletags:s}));for(var h=(n||12)/12,f=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var m=p[d],v=2;v>=0;--v){var y=f[m[v]];o.push(h*y[0],-h*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(o.length/3|0)-h[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||a,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=h,this.labelCount=f},u.drawTicks=function(t,e,r,n,a,i,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,a,i,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":250,_process:487,\"gl-buffer\":254,\"gl-vao\":331,\"vectorize-text\":559}],252:[function(t,e,r){\"use 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f=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(h=h||i(f,p,v,x,y)).axis;o(u,p,f),o(u,v,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var M=(k+1)%3,A=(k+2)%3,S=m;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var C=0;C<2;++C){S[M]=x[C^w][M];for(var L=0;L<2;++L)S[A]=x[L^C^w][A],E.push(S.slice())}var P=y?5:4;for(C=P;C===P;++C){if(0===E.length)continue t;E=a.positive(E,T[C])}for(C=0;C<E.length;++C){A=E[C];var I=d(m,u,A,r,l);for(L=0;L<3;++L)_[L].lo=Math.min(_[L].lo,A[L]),_[L].hi=Math.max(_[L].hi,A[L]),L!==k&&(_[L].pixelsPerDataUnit=Math.min(_[L].pixelsPerDataUnit,Math.abs(I[L])))}}}}return _};var n=t(\"extract-frustum-planes\"),a=t(\"split-polygon\"),i=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function 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Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,i,a),r}function u(t,e){for(var r=n.malloc(t.length,e),a=t.length,i=0;i<a;++i)r[i]=t[i];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=i(s,t.shape);a.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),i=new s(t,r,a,0,n);return i.update(e),i}},{ndarray:455,\"ndarray-ops\":449,\"typedarray-pool\":554}],255:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,a=t.vectors,i={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),i;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),h=Math.min(x[2],h),f=Math.max(x[2],f);var b=a[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,h],T=[l,u,f];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),i.vectorScale=m;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*k),i.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],C=x[2],L=g[y],P=n.length(L)*k,I=0;I<8;I++){i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vertexIntensity.push(P,P,P),i.vertexIntensity.push(P,P,P);var z=i.positions.length;i.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return i};var a=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:a,traceType:\"cone\"})}},{\"./create_mesh\":256,\"./lib/shaders\":257,\"gl-vec3\":350}],256:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,a,i,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=a,this.triangleVectors=i,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var a=e[n],i=0;i<3;++i)r[4*n+i]=a[i];r[4*n+3]=255*a[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,a=t.vectors;if(n&&r&&a){var i=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=a;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];i.push(y[0],y[1],y[2],y[3]);var k=a[T];o.push(k[0],k[1],k[2],k[3]||0);var M,A=f;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),h.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(i),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:a,inverseModel:h.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:a,clipBounds:i,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),a={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?a.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(a.intensity=this.intensity[r[1]],a.velocity=this.vectors[r[1]].slice(0,3),a.divergence=this.vectors[r[1]][3],a.index=e),a},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var h=a(t),p=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:h,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new f(t,u,s,l,h,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-shader\":311,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455}],257:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:412}],258:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},{}],259:[function(t,e,r){var n=t(\"./1.0/numbers\");e.exports=function(t){return n[t]}},{\"./1.0/numbers\":258}],260:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),o=a(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=i(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var c=new s(e,r,o,l);return c.update(t),c};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\"),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function c(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,a=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var i=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(a[3]*i+a[7]*s+a[11]*l+a[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]*this.pixelRatio),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var a=-1;a<=1;a+=2){var i=[0,0,0];i[(n+e)%3]=a,r.push(i)}t[e]=r}return t}();function h(t,e,r,n){for(var a=u[n],i=0;i<a.length;++i){var o=a[i];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return a.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var a=[],i=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<i;++l){for(var u=r[l],f=0;f<3;++f)if(isNaN(u[f])||!isFinite(u[f]))continue t;var p=n[l],d=e[s];if(Array.isArray(d[0])&&(d=e[l]),3===d.length?d=[d[0],d[1],d[2],1]:4===d.length&&(d=[d[0],d[1],d[2],d[3]],!this.hasAlpha&&d[3]<1&&(this.hasAlpha=!0)),!isNaN(p[0][s])&&!isNaN(p[1][s])){var g;if(p[0][s]<0)(g=u.slice())[s]+=p[0][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s);if(p[1][s]>0)(g=u.slice())[s]+=p[1][s],a.push(u[0],u[1],u[2],d[0],d[1],d[2],d[3],0,0,0,g[0],g[1],g[2],d[0],d[1],d[2],d[3],0,0,0),c(this.bounds,g),o+=2+h(a,g,d,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(a)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":261,\"gl-buffer\":254,\"gl-vao\":331}],261:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":311,glslify:412}],262:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){a||(a=t.FRAMEBUFFER_UNSUPPORTED,i=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var a=new Array(r),i=0;i<n;++i)a[i]=t.COLOR_ATTACHMENT0+i;for(i=n;i<r;++i)a[i]=t.NONE;l[n]=a}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var u=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>u||r<0||r>u)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var h=1;if(\"color\"in(n=n||{})){if((h=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(h>1){if(!c)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(h>t.getParameter(c.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+h+\" draw buffers\")}}var f=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&h>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");f=t.FLOAT}else n.preferFloat&&h>0&&p&&(f=t.FLOAT);var g=!0;\"depth\"in n&&(g=!!n.depth);var m=!1;\"stencil\"in n&&(m=!!n.stencil);return new d(t,e,r,f,h,g,m,c)};var a,i,o,s,l=null;function c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function h(t){switch(t){case a:throw new Error(\"gl-fbo: Framebuffer unsupported\");case i:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,a,i,o){if(!a)return null;var s=n(t,e,r,i,a);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,a){var i=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,i),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,a,t.RENDERBUFFER,i),i}function d(t,e,r,n,a,i,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(a);for(var d=0;d<a;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=i,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),a=t._shape[0],i=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=f(r,a,i,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,a,i,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=f(r,a,i,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=f(r,a,i,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,a,i,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,a,i,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,a,i,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,a=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var i=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,i),h(s)),u(n,i)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":326}],263:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),i=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=i(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));f[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(f[p+3]||f[p+2]||f[p+1]){var v=m[p];if(c+=v+\"\\n\",f[p+1]){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":64,\"gl-constants/lookup\":259,\"glsl-shader-name\":404,\"sprintf-js\":526}],264:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),a=o(r,l.pickVertex,l.pickFragment),i=s(r),u=s(r),h=s(r),f=s(r),p=new c(t,n,a,i,u,h,f);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),a=t(\"iota-array\"),i=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,a,i,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=a,this.colorBuffer=i,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var a=t.gl,i=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=i[2]-i[0],c=i[3]-i[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-i[0])/l-1,u[7]=2*(r[1]-i[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,a=this.pickShader,i=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=i[2]-i[0],u=i[3]-i[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(i[0]-l[0])/h-1,t[7]=2*(i[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,a.bind();var d=a.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=a.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,a=this.shape[0]*this.shape[1];if(r<n||r>=n+a)return null;var i=r-n,o=this.xData,s=this.yData;return{object:this,pointId:i,dataCoord:[o[i%this.shape[0]],s[i/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||a(e[0]),o=t.y||a(e[1]),s=t.z||new Float32Array(e[0]*e[1]);this.xData=r,this.yData=o;var l=t.colorLevels||[0],c=t.colorValues||[0,0,0,1],u=l.length,h=this.bounds,p=h[0]=r[0],d=h[1]=o[0],g=1/((h[2]=r[r.length-1])-p),m=1/((h[3]=o[o.length-1])-d),v=e[0],y=e[1];this.shape=[v,y];var x=(v-1)*(y-1)*(f.length>>>1);this.numVertices=x;for(var b=i.mallocUint8(4*x),_=i.mallocFloat32(2*x),w=i.mallocUint8(2*x),T=i.mallocUint32(x),k=0,M=0;M<y-1;++M)for(var A=m*(o[M]-d),S=m*(o[M+1]-d),E=0;E<v-1;++E)for(var C=g*(r[E]-p),L=g*(r[E+1]-p),P=0;P<f.length;P+=2){var I,z,O,D,R=f[P],F=f[P+1],B=s[(M+F)*v+(E+R)],N=n.le(l,B);if(N<0)I=c[0],z=c[1],O=c[2],D=c[3];else if(N===u-1)I=c[4*u-4],z=c[4*u-3],O=c[4*u-2],D=c[4*u-1];else{var j=(B-l[N])/(l[N+1]-l[N]),U=1-j,V=4*N,q=4*(N+1);I=U*c[V]+j*c[q],z=U*c[V+1]+j*c[q+1],O=U*c[V+2]+j*c[q+2],D=U*c[V+3]+j*c[q+3]}b[4*k]=255*I,b[4*k+1]=255*z,b[4*k+2]=255*O,b[4*k+3]=255*D,_[2*k]=.5*C+.5*L,_[2*k+1]=.5*A+.5*S,w[2*k]=R,w[2*k+1]=F,T[k]=M*v+E,k+=1}this.positionBuffer.update(_),this.weightBuffer.update(w),this.colorBuffer.update(b),this.idBuffer.update(T),i.free(_),i.free(b),i.free(w),i.free(T)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":265,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311,\"iota-array\":420,\"typedarray-pool\":554}],265:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:412}],266:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return a(t,i,o,null,l)},r.createPickShader=function(t){return a(t,i,s,null,l)}},{\"gl-shader\":311,glslify:412}],267:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=h(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=a(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=i(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),h=u.createShader,f=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var a=t[n]-e[n];r+=a*a}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,a,i){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=a,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=i,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var a=[],i=[],o=[],s=0,u=0,h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],f=t.position||t.positions;if(f){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<f.length;++e){var v,y,x,b=f[e-1],_=f[e];for(i.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&a.length>0){for(var w=0;w<24;++w)a.push(a[a.length-12]);u+=2,m=!0}continue t}h[0][r]=Math.min(h[0][r],b[r],_[r]),h[1][r]=Math.max(h[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var T=s;if(s+=d(b,_),m){for(r=0;r<2;++r)a.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,m=!1}a.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(a),i.push(s),o.push(f[f.length-1].slice()),this.bounds=h,this.vertexCount=u,this.points=o,this.arcLength=i,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var M=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)M.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?M.set(e,0,0,0):M.set(e,0,0,255)}this.texture.setPixels(M)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new m(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],a=this.points[Math.min(r+1,this.points.length-1)],i=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-i,u=[0,0,0],h=0;h<3;++h)u[h]=c*n[h]+i*a[h];var f=Math.min(i<.5?r:r+1,this.points.length-1);return new m(e,u,f,this.points[f])}},{\"./lib/shaders\":266,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455}],268:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r*i-a*n;return o?(o=1/o,t[0]=i*o,t[1]=-n*o,t[2]=-a*o,t[3]=r*o,t):null}},{}],269:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=u*o-s*c,f=-u*i+s*l,p=c*i-o*l,d=r*h+n*f+a*p;return d?(d=1/d,t[0]=h*d,t[1]=(-u*n+a*c)*d,t[2]=(s*n-a*o)*d,t[3]=f*d,t[4]=(u*r-a*l)*d,t[5]=(-s*r+a*i)*d,t[6]=p*d,t[7]=(-c*r+n*l)*d,t[8]=(o*r-n*i)*d,t):null}},{}],270:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],271:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],272:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],a=t[3],i=t[4],o=t[5],s=t[6],l=t[7],c=t[8],u=t[9],h=t[10],f=t[11],p=t[12],d=t[13],g=t[14],m=t[15];return(e*o-r*i)*(h*m-f*g)-(e*s-n*i)*(u*m-f*d)+(e*l-a*i)*(u*g-h*d)+(r*s-n*o)*(c*m-f*p)-(r*l-a*o)*(c*g-h*p)+(n*l-a*s)*(c*d-u*p)}},{}],273:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=r+r,s=n+n,l=a+a,c=r*o,u=n*o,h=n*s,f=a*o,p=a*s,d=a*l,g=i*o,m=i*s,v=i*l;return t[0]=1-h-d,t[1]=u+v,t[2]=f-m,t[3]=0,t[4]=u-v,t[5]=1-c-d,t[6]=p+g,t[7]=0,t[8]=f+m,t[9]=p-g,t[10]=1-c-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],274:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=n+n,l=a+a,c=i+i,u=n*s,h=n*l,f=n*c,p=a*l,d=a*c,g=i*c,m=o*s,v=o*l,y=o*c;return t[0]=1-(p+g),t[1]=h+y,t[2]=f-v,t[3]=0,t[4]=h-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=f+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],275:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],276:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=e[9],f=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-a*o,b=r*c-i*o,_=n*l-a*s,w=n*c-i*s,T=a*c-i*l,k=u*g-h*d,M=u*m-f*d,A=u*v-p*d,S=h*m-f*g,E=h*v-p*g,C=f*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;if(!L)return null;return L=1/L,t[0]=(s*C-l*E+c*S)*L,t[1]=(a*E-n*C-i*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(f*w-h*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-a*A+i*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-f*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-i*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(h*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+a*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-h*x+f*y)*L,t}},{}],277:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,a){var i,o,s,l,c,u,h,f,p,d,g=e[0],m=e[1],v=e[2],y=a[0],x=a[1],b=a[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);h=g-_,f=m-w,p=v-T,d=1/Math.sqrt(h*h+f*f+p*p),i=x*(p*=d)-b*(f*=d),o=b*(h*=d)-y*p,s=y*f-x*h,(d=Math.sqrt(i*i+o*o+s*s))?(i*=d=1/d,o*=d,s*=d):(i=0,o=0,s=0);l=f*s-p*o,c=p*i-h*s,u=h*o-f*i,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=i,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=c,t[6]=f,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(i*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(h*g+f*m+p*v),t[15]=1,t}},{\"./identity\":275}],278:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*h+w*g,t[1]=x*a+b*l+_*f+w*m,t[2]=x*i+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*h+w*g,t[5]=x*a+b*l+_*f+w*m,t[6]=x*i+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*h+w*g,t[9]=x*a+b*l+_*f+w*m,t[10]=x*i+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*h+w*g,t[13]=x*a+b*l+_*f+w*m,t[14]=x*i+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],279:[function(t,e,r){e.exports=function(t,e,r,n,a,i,o){var s=1/(e-r),l=1/(n-a),c=1/(i-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(a+n)*l,t[14]=(o+i)*c,t[15]=1,t}},{}],280:[function(t,e,r){e.exports=function(t,e,r,n,a){var i=1/Math.tan(e/2),o=1/(n-a);return t[0]=i/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=i,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(a+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*a*n*o,t[15]=0,t}},{}],281:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E=n[0],C=n[1],L=n[2],P=Math.sqrt(E*E+C*C+L*L);if(Math.abs(P)<1e-6)return null;E*=P=1/P,C*=P,L*=P,a=Math.sin(r),i=Math.cos(r),o=1-i,s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+i,b=C*E*o+L*a,_=L*E*o-C*a,w=E*C*o-L*a,T=C*C*o+i,k=L*C*o+E*a,M=E*L*o+C*a,A=C*L*o-E*a,S=L*L*o+i,t[0]=s*x+h*b+g*_,t[1]=l*x+f*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+h*T+g*k,t[5]=l*w+f*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*M+h*A+g*S,t[9]=l*M+f*A+m*S,t[10]=c*M+p*A+v*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],282:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=i*a+c*n,t[5]=o*a+u*n,t[6]=s*a+h*n,t[7]=l*a+f*n,t[8]=c*a-i*n,t[9]=u*a-o*n,t[10]=h*a-s*n,t[11]=f*a-l*n,t}},{}],283:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a-c*n,t[1]=o*a-u*n,t[2]=s*a-h*n,t[3]=l*a-f*n,t[8]=i*n+c*a,t[9]=o*n+u*a,t[10]=s*n+h*a,t[11]=l*n+f*a,t}},{}],284:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a+c*n,t[1]=o*a+u*n,t[2]=s*a+h*n,t[3]=l*a+f*n,t[4]=c*a-i*n,t[5]=u*a-o*n,t[6]=h*a-s*n,t[7]=f*a-l*n,t}},{}],285:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],a=r[1],i=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*a,t[5]=e[5]*a,t[6]=e[6]*a,t[7]=e[7]*a,t[8]=e[8]*i,t[9]=e[9]*i,t[10]=e[10]*i,t[11]=e[11]*i,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],286:[function(t,e,r){e.exports=function(t,e,r){var n,a,i,o,s,l,c,u,h,f,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],t[0]=n,t[1]=a,t[2]=i,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=h,t[9]=f,t[10]=p,t[11]=d,t[12]=n*g+s*m+h*v+e[12],t[13]=a*g+l*m+f*v+e[13],t[14]=i*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],287:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],a=e[3],i=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=i,t[11]=e[14],t[12]=a,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],288:[function(t,e,r){\"use strict\";e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:a(t,e);break;case 16:i(t,e);break;default:throw new Error(\"currently supports matrices up to 4x4\")}return t};var n=t(\"gl-mat2/invert\"),a=t(\"gl-mat3/invert\"),i=t(\"gl-mat4/invert\")},{\"gl-mat2/invert\":268,\"gl-mat3/invert\":269,\"gl-mat4/invert\":276}],289:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),a=t(\"polytope-closest-point/lib/closest_point_2d.js\");function i(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var a=0;a<4;++a)r[a]+=t[4*n+a]*e[n];return r}function o(t,e,r,n,a){for(var o=i(n,i(r,i(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*a[0]*(1+o[0]),.5*a[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var a=t[n],i=e[n],o=0;o<3;++o)r[o]+=i*a[o];return r}e.exports=function(t,e,r,i,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),h=0;h<t.length;++h)u[h]=o(t[h],r,i,l,c);var f=0,p=1/0;for(h=0;h<u.length;++h){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[h][g]-e[g],2);d<p&&(p=d,f=h)}var m=function(t,e){if(2===t.length){for(var r=0,i=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),i+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),i=Math.sqrt(i),r+i<1e-6?[1,0]:[i/(r+i),r/(i+r)]}if(3===t.length){var s=[0,0];return a(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(h=0;h<3;++h){if(m[h]<-.001||m[h]>1.0001)return null;v+=m[h]}if(Math.abs(v-1)>.001)return null;return[f,s(t,m),m]}},{barycentric:76,\"polytope-closest-point/lib/closest_point_2d.js\":486}],290:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:412}],291:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),h=t(\"colormap\"),f=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,T,k,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=a,this.pickShader=i,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function L(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,a=e.vertexWeights,i=r.length,o=p.mallocFloat32(6*i),s=0,l=0;l<i;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],g=n[h][1],m=a[h],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),a=0;a<256;++a){for(var i=r[a],o=0;o<3;++o)n[4*a+o]=i[o];n[4*a+3]=e?255*M(a/255,e):255*i[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var a=[],i=[],l=[],c=[],f=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,A)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!I)if(P)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];O=Math.min(O,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];O=Math.min(O,F),D=Math.max(D,F)}this.intensity=P||(z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?y.push(Z[0],Z[1],Z[2],this.opacity):(y.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(X[0],X[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?d.push(Z[0],Z[1],Z[2],this.opacity):(d.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],g.push(X[0],X[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,Z,X,J;j=n[W=G[2-U]];a.push(j[0],j[1],j[2]),(Z=S?S[W]:E?E[R]:C)?this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?i.push(Z[0],Z[1],Z[2],this.opacity):(i.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)):i.push(.5,.5,.5,1),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(X[0],X[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),f.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(a),this.triangleColors.update(i),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:a,inverseModel:w.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:a,clipBounds:i,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,a=new Array(r.length),i=0;i<r.length;++i)a[i]=n[r[i]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],h=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:h}}var f=g(a,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!f)return null;var p=f[2],d=0;for(i=0;i<r.length;++i)d+=p[i]*this.intensity[r[i]];return{position:f[1],index:r[f[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[f[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=A(t),s=S(t),l=E(t),c=C(t),h=L(t),f=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=a(t),g=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=a(t),_=a(t),w=a(t),k=a(t),M=i(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=a(t),z=a(t),O=a(t),D=a(t),R=a(t),F=i(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=a(t),N=i(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,h,f,d,y,g,m,v,x,b,k,_,w,M,I,R,z,O,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":289,\"./lib/shaders\":290,colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-shader\":311,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455,normals:458,\"simplicial-complex-contour\":515,\"typedarray-pool\":554}],292:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=a(e,i.boxVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,a){var i=this.plot,o=this.shader,c=i.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"gl-buffer\":254,\"gl-shader\":311}],293:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,o.gridVert,o.gridFrag),l=a(e,o.tickVert,o.gridFrag);return new s(t,r,i,l)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,a=t.gl,i=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=i[g],v=i[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){h[0]=h[1]=0,h[g]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=f[g];var _=6*n[g].length;p[g]&&_&&a.drawArrays(a.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*k/A,t[w]=2*(T-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,P=6*h[0].length,I=Math.min(i.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(i.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),O=0+6*I,D=6*Math.max(0,z-I),R=Math.min(i.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(i.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=P+6*R,N=6*Math.max(0,F-R);a[0]=2*(g[0]-E[1])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=C[1]*m/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[1]-E[0])/x-1,o[0]=C[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D)),a[0]=2*(g[2]+E[3])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=C[3]*m/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[3]+E[2])/x-1,o[0]=C[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),a=(this.plot.zeroLineEnable,0),i=[[],[]],o=0;o<2;++o)for(var s=i[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[a++]=d,n[a++]=f[g],n[a++]=p[g]}this.ticks=i,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":295,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311}],294:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=a(e,i.lineVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,a,i){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=a*o.pixelRatio,c.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"gl-buffer\":254,\"gl-shader\":311}],295:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:a,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:a,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:a,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:412}],296:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,s.textVert,s.textFrag);return new l(t,r,i)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],a=this.tickOffset[t],i=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var A=2/f[2+(1^t)]-f[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t]&&T&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],i.drawArrays(i.TRIANGLES,w,T)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t+2]&&T&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],i.drawArrays(i.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,a=r.gl,i=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-i[u])/(i[2+u]-i[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,a.drawArrays(a.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,a=t.screenBox,i=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=i[o],g=i[o+2]-h,m=a[o],v=a[o+2]-m;p[o]=2*l/u*g/v,f[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(a[3]-a[1]),d[0]=d[1]*(a[3]-a[1])/(a[2]-a[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,a,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";a=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=i(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*a,-n[r+1]*a-b*a*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=i(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,a=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=i(t.titleFont,t.title).data,a=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":295,\"binary-search-bounds\":94,\"gl-buffer\":254,\"gl-shader\":311,\"text-cache\":534}],297:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=a(c),c.text=i(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),a=t(\"./lib/grid\"),i=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,a=this.pixelRatio,i=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),i.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],f[d]):o.drawLine(e[0],g,e[2],g,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*a,r[0],r[3]+.5*v[3]*a,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*a,r[1],r[2]+.5*v[2]*a,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*a,r[2],r[3]+.5*v[3]*a,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*a,r[3],r[2]+.5*v[2]*a,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,a=this.viewBox,i=0|Math.round((t-a[0]/r)*n),o=0|Math.round((e-a[1]/r)*n),s=this.pickBuffer.query(i,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(i,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,a=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/a,10,10/a]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var i=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=i[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:i}),this.text.update({bounds:o,ticks:i,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":292,\"./lib/grid\":293,\"./lib/line\":294,\"./lib/text\":296,\"gl-select-static\":310}],298:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,a=e-2*r;c.idle(e-r),c.recalcMatrix(a),c.flush(e-(100+2*r));for(var i=!0,o=c.computedMatrix,s=0;s<16;++s)i=i&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,i?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),a=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var i=n();c._active.lookAt(i,r,a,e),c._active.lookAt(i+500,r,a,[0,0,1]),c._active.flush(i)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,a,i){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!i.control,p=!!i.alt,g=!!i.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(a-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!f&&!p&&!g||m&&!f&&!p&&g)&&c.rotate(M,w*k*b,-T*k*_,0),(l&&m&&!f&&!p&&!g||v||m&&f&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*h,d.translateSpeed*_*h,0),u&&m&&!f&&!p&&!g||y||m&&!f&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,h*(Math.exp(A)-1))}return d._lastX=r,d._lastY=a,d._lastMods=i,!0}}d.mouseListener=i(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods),t.preventDefault()}),!!l&&{passive:!1}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,a=d.flipY?1:-1,i=n();if(Math.abs(t)>Math.abs(e))c.rotate(i,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*a*e/window.innerHeight*(i-c.lastT())/20;c.pan(i,0,0,h*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),a=t(\"3d-view\"),i=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":414,\"mouse-change\":440,\"mouse-event-offset\":441,\"mouse-wheel\":443,\"right-now\":501}],299:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":311,glslify:412}],300:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),a=t(\"gl-axes3d\"),i=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),h=t(\"gl-mat4/perspective\"),f=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},M=a(r,k);M.enable=!k.disable;var A=t.spikes||{},S=o(r,A),E=[],C=[],L=[],P=[],I=!0,z=!0,O=new Array(16),D=new Array(16),R={view:null,projection:O,model:D,_ortho:!1},F=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:M,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var a=0|Math.ceil(r*N.pixelRatio),i=0|Math.ceil(n*N.pixelRatio);if(a!==e.width||i!==e.height){e.width=a,e.height=i;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var a=E[n],i=a.pickSlots;if(i){for(var o=0;o<e;++o)if(L[o]+i<255){C[n]=o,a.setPickBase(L[o]+1),L[o]+=i;continue t}var l=s(r,F);C[n]=e,P.push(l),L.push(i),a.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),P.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,z=!0)},N.add=function(t){N._stopped||(t.axes=M,E.push(t),C.push(-1),I=!0,z=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),I=!0,z=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){M.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,M=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,a=E.length,i=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(z=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<a;++c){var u=E[c];if(C[c]===s){var h=u.pick(l);h&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=h.distance,x.dataPosition=h.position,x.dataCoordinate=h.dataCoordinate,x.data=h,o=!0)}}}}}i&&i!==x.object&&(i.highlight&&i.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==i)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,z=z||t,M.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],a=H[1];n[0]=n[1]=n[2]=1/0,a[0]=a[1]=a[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=N.pixelRatio,L.axes=N.axes,I=I||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),a[p]=Math.max(a[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(a[p]<n[p])n[p]=-1,a[p]=1;else{n[p]===a[p]&&(n[p]-=1,a[p]+=1);var g=.05*(a[p]-n[p]);n[p]=n[p]-g,a[p]=a[p]+g}d[0][p]=n[p],d[1][p]=a[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(z=z||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);M.autoTicks?M.update({bounds:d,tickSpacing:y}):M.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,a=n.projection,i=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(f(a,-p,p,-1,1,l,c),n._ortho=!0):(h(a,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)i[d]=0;i[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?i[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):i[5*d]=1/g,t.autoCenter&&(i[12+d]=.5*-i[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(L=E[o]).axesBounds=d,N.clipToBounds&&(L.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var a=P[n];a.shape=j,a.begin();for(var i=0;i<t;++i)if(C[i]===n){var o=E[i];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}a.end()}}}()),N.axesPixels=i(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var A=!1;M.enable&&(A=A||M.isTransparent(),M.draw(R)),S.axes=M,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(L=E[o]).axes=M,L.pixelRatio=N.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(R),L.isTransparent&&L.isTransparent()&&(A=!0)}if(A){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),M.enable&&M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":298,\"./lib/shader\":299,\"a-big-triangle\":62,\"gl-axes3d\":246,\"gl-axes3d/properties\":253,\"gl-fbo\":262,\"gl-mat4/ortho\":279,\"gl-mat4/perspective\":280,\"gl-select-static\":310,\"gl-spikes3d\":320,\"is-mobile\":424,\"mouse-change\":440}],301:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:412}],302:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,a){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=a,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,i=a(r),l=a(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),h=new s(t,i,l,c,u);return h.update(e),t.addObject(h),h};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,a=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=a?s:i.mallocFloat32(s.length),c=o?t.idToIndex:i.mallocInt32(n);if(a||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),a||i.free(l),o||i.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,a=this.plot.dataBox;if(0===this.pointCount)return t;var i=a[2]-a[0],o=a[3]-a[1],s=function(t,e){var r,n=0,a=t.length>>>1;for(r=0;r<a;r++){var i=t[2*r],o=t[2*r+1];i>=e[0]&&i<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,a),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/i,l[4]=2/o,l[6]=-2*a[0]/i-1,l[7]=-2*a[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,a=this.pointCount;if(r<n||r>=n+a)return null;var i=r-n,o=this.points;return{object:this,pointId:i,dataCoord:[o[2*i],o[2*i+1]]}}},{\"./lib/shader\":301,\"gl-buffer\":254,\"gl-shader\":311,\"typedarray-pool\":554}],303:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(i=c*p+u*d+h*g+f*m)<0&&(i=-i,p=-p,d=-d,g=-g,m=-m);1-i>1e-6?(a=Math.acos(i),o=Math.sin(a),s=Math.sin((1-n)*a)/o,l=Math.sin(n*a)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*g,t[3]=s*f+l*m,t}},{}],304:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],305:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var i=a[e];i||(i=a[e]={});if(t in i)return i[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],f=u.positions.length;for(l=0;l<f;++l){var p=u.positions[l];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],p[c]),h[1][c]=Math.max(h[1][c],p[c])}return i[t]=[s,u,h]};var a={}},{\"vectorize-text\":559}],306:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:i,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:i,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),a=r.attributes;return a.position.location=0,a.color.location=1,a.glyph.location=2,a.id.location=3,r}r.createPerspective=function(t){return v(t,h)},r.createOrtho=function(t){return v(t,f)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":311,glslify:412}],307:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e){var r=t[0],n=t[1],a=t[2],i=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*a+e[12]*i,t[1]=e[1]*r+e[5]*n+e[9]*a+e[13]*i,t[2]=e[2]*r+e[6]*n+e[10]*a+e[14]*i,t[3]=e[3]*r+e[7]*n+e[11]*a+e[15]*i,t}function p(t,e,r,n){return f(n,n),f(n,n),f(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,a,i,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=a,this.colorBuffer=i,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=a(e),f=a(e),p=a(e),d=a(e),g=i(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,h,f,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=h.slice(),k=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function C(t,e,r,n){var a,i=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);a=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(i[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,C=0;C<16;++C)v[C]=0;for(C=0;C<4;++C)v[5*C]=1;v[5*m]=0,a[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var L=(m+1)%3,P=(m+2)%3,I=A(x),z=A(b);I[L]=1,z[P]=1;var O=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=I,I=z,z=R;var F=L;L=P,P=F}O[0]<0&&(I[L]=-1),D[1]>0&&(z[P]=-1);var B=0,N=0;for(C=0;C<4;++C)B+=Math.pow(c[4*L+C],2),N+=Math.pow(c[4*P+C],2);I[L]/=Math.sqrt(B),z[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=z,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,a,i,o){var s=r.gl;if((i===r.projectHasAlpha||o)&&C(e,r,n,a),i===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||h,l.view=n.view||h,l.projection=n.projection||h,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=L,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=a,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*a),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,a){var i;i=Array.isArray(t)?e<t.length?t[e]:void 0:t,i=u(i);var o=!0;n(i)&&(i=\"\\u25bc\",o=!1);var s=c(i,r,a);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var a=0;a<3;++a)n.position[a]=n.dataCoordinate[a]=r[a];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,a=e>>16&255;this.highlightId=[r/255,n/255,a/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var a,i,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)a=c[0],i=c[1];else{a=[],i=[];for(n=0;n<c.length;++n)a[n]=c[n][0],i[n]=c[n][1]}var u=[1/0,1/0,1/0],h=[-1/0,-1/0,-1/0],f=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*k.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),C=o.mallocFloat(4*S),L=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var z=0,O=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=a,W=i;Y=0;Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);W=0;Array.isArray(i)?W=n<i.length?i[n]:0:i&&(W=i);var Z=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)C[4*z+$]=D[$];P[z]=y;var tt=J[K[Q]];L[2*z]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*z+1]=V*(G*tt[0]+H*tt[1]+Z[1]),z+=1}for(X=M.edges,J=M.positions,T=0;T<X.length;++T)for(K=X[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)C[4*O+$]=R[$];P[O]=y;tt=J[K[Q]];L[2*O]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*O+1]=V*(G*tt[0]+H*tt[1]+Z[1]),O+=1}}}this.bounds=[u,h],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(C),this.glyphBuffer.update(L),this.idBuffer.update(P),o.free(E),o.free(C),o.free(L),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":304,\"./lib/glyphs\":305,\"./lib/shaders\":306,\"gl-buffer\":254,\"gl-mat4/multiply\":278,\"gl-vao\":331,\"is-string-blank\":427,\"typedarray-pool\":554}],308:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:412}],309:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=a(r,[0,0,0,1,1,0,1,1]),l=n(r,i.boxVertex,i.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),a=(this.outerFill,this.outerColor),i=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,h=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],f=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(h=Math.max(h,c[0]),f=Math.max(f,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<h||d<f)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,f,a),o.drawBox(0,f,h,d,a),o.drawBox(0,d,g,m,a),o.drawBox(p,f,g,d,a)),this.innerFill&&o.drawBox(h,f,p,d,n),r>0){var v=r*u;o.drawBox(h-v,f-v,p+v,f+v,i),o.drawBox(h-v,d-v,p+v,d+v,i),o.drawBox(h-v,f-v,h+v,d+v,i),o.drawBox(p-v,f-v,p+v,d+v,i)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":308,\"gl-buffer\":254,\"gl-shader\":311}],310:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],i=e[1],o=n(t,r,i,{}),s=a.mallocUint8(r*i*4);return new c(t,o,s)};var n=t(\"gl-fbo\"),a=t(\"typedarray-pool\"),i=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2,s=t(\"cwise/lib/wrapper\")({args:[\"array\",{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},\"scalar\",\"scalar\",\"index\"],pre:{body:\"{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}\",args:[],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[]},body:{body:\"{if(_inline_16_arg0_<255||_inline_16_arg1_<255||_inline_16_arg2_<255||_inline_16_arg3_<255){var 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l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),c=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&i.drawLine(l,c,s[0],c,e[0],r[0]),t[1]&&i.drawLine(l,c,l,s[1],e[1],r[1]),t[2]&&i.drawLine(l,c,s[2],c,e[2],r[2]),t[3]&&i.drawLine(l,c,l,s[3],e[3],r[3])}},a.dispose=function(){this.plot.removeOverlay(this)}},{}],319:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":311,glslify:412}],320:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,a,i,o){var s=[t,e,n,0,0,0,1];s[a+3]=1,s[a]=i,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[a]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[a]=i,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=a(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=i(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var h=new s(t,l,c,u);return h.update(e),h};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],h=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var a,i=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(a=this.axes.lastCubeProps.axis);for(var f=c,p=u,d=0;d<3;++d)a&&a[d]<0?(f[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(f[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);h[0]=e.drawingBufferWidth,h[1]=e.drawingBufferHeight,n.uniforms.model=i,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,f,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=h;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":319,\"gl-buffer\":254,\"gl-vao\":331}],321:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:412}],322:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),a=t(\"gl-vec4\"),i=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,i){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,i){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],g=0,m=0,v=a.create(),y=a.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/i,v=a.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(f.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(f[T],p[T],p[k],p[k],f[k],f[T]),h.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=f;f=p,p=A;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,i,o)})),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=h.length;h=h.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];f.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var a=t[r];if(a===e)return r;if(a>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var a=Math.abs(t[n]-t[n-1]);a<e&&(e=a)}return e};e.exports=function(t,e){var r=t.startingPositions,a=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=i.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var a=e.vectors,i=e.meshgrid,o=t[0],c=t[1],u=t[2],h=i[0].length,f=i[1].length,p=i[2].length,d=s(i[0],o),g=s(i[1],c),m=s(i[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,h-1),v=l(v,0,h-1),g=l(g,0,f-1),y=l(y,0,f-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>h-1||y>f-1||x>p-1)return n.create();var b,_,w,T,k,M,A=i[0][d],S=i[0][v],E=i[1][g],C=i[1][y],L=i[2][m],P=(o-A)/(S-A),I=(c-E)/(C-E),z=(u-L)/(i[2][x]-L);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,v=h-1-v),r.reversedY&&(g=f-1-g,y=f-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,M=x,w=g*p,T=y*p,b=d*p*f,_=v*p*f;break;case 4:k=m,M=x,b=d*p,_=v*p,w=g*p*h,T=y*p*h;break;case 3:w=g,T=y,k=m*f,M=x*f,b=d*f*p,_=v*f*p;break;case 2:w=g,T=y,b=d*f,_=v*f,k=m*f*h,M=x*f*h;break;case 1:b=d,_=v,k=m*h,M=x*h,w=g*h*p,T=y*h*p;break;default:b=d,_=v,w=g*h,T=y*h,k=m*h*f,M=x*h*f}var O=a[b+w+k],D=a[b+w+M],R=a[b+T+k],F=a[b+T+M],B=a[_+w+k],N=a[_+w+M],j=a[_+T+k],U=a[_+T+M],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,H,I),n.lerp(W,q,G,I);var Z=n.create();return n.lerp(Z,Y,W,z),Z}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),a=1e-4;n.add(r,t,[a,0,0]);var i=d(r);n.subtract(i,i,e),n.scale(i,i,1/a),n.add(r,t,[0,a,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/a),n.add(r,t,[0,0,a]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/a),n.add(r,i,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/a,M=k*k,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],a={},i={},o={},s=t.length,l=0;l<s;l++){var u=t[l],h=u[0],f=u[1],p=u[2];a[h]||(e.push(h),a[h]=!0),i[f]||(r.push(f),i[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var P=[L],I=[],z=d(L),O=L;I.push(z);var D=[],R=g(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*a&&P.length<a&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-M>-1e-4*M){P.push(N),O=N,I.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}L=N}}var U=o(m,t.colormap,S,A);return h?U.tubeScale=h:(0===S&&(S=1),U.tubeScale=.5*u*A/S),U};var u=t(\"./lib/shaders\"),h=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return h(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":321,\"gl-cone3d\":255,\"gl-vec3\":350,\"gl-vec4\":386}],323:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,i,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":311,glslify:412}],324:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=a(e),u=i(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),h=a(e),f=i(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=a(e),d=i(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new A(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,h,f,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),h=t(\"ndarray\"),f=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,a){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=a}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function A(t,e,r,n,a,i,o,l,c,u,f,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=a,this._coordinateBuffer=i,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.opacityscale=!1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=A.prototype;S.isTransparent=function(){return this.opacity<1||this.opacityscale},S.isOpaque=function(){if(this.opacityscale)return!1;if(this.opacity<1)return!1;if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this._contourCounts[t].length>0)return!0;return!1},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],C={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function L(t,e){var r,n,a,i=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=C.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(i[r]>0)][r],p(l,t.model,l);var c=C.clipBounds[r];for(a=0;a<2;++a)for(n=0;n<3;++n)c[a][n]=t.clipBounds[a][n];c[0][r]=-1e8,c[1][r]=1e8}return C.showSurface=o,C.showContour=s,C}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),z=[1,0,0,0,1,0,0,0,1];function O(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var a=0;a<2;++a)for(var i=n.clipBounds[a],o=0;o<3;++o)i[o]=Math.min(Math.max(this.clipBounds[a][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),a=0;a<3;++a)n.eyePosition[a]=s[12+a]/s[15];var l=s[15];for(a=0;a<3;++a)l+=this.lightPosition[a]*s[4*a+3];for(a=0;a<3;++a){var c=s[12+a];for(o=0;o<3;++o)c+=s[4*o+a]*this.lightPosition[o];n.lightPosition[a]=c/l}var u=L(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),a=0;a<3;++a)this.surfaceProject[a]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[a],this._shader.uniforms.clipBounds=u.clipBounds[a],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),a=0;a<3;++a)for(h.uniforms.permutation=k[a],r.lineWidth(this.contourWidth[a]*this.pixelRatio),o=0;o<this.contourLevels[a].length;++o)o===this.highlightLevel[a]?(h.uniforms.contourColor=this.highlightColor[a],h.uniforms.contourTint=this.highlightTint[a]):0!==o&&o-1!==this.highlightLevel[a]||(h.uniforms.contourColor=this.contourColor[a],h.uniforms.contourTint=this.contourTint[a]),this._contourCounts[a][o]&&(h.uniforms.height=this.contourLevels[a][o],f.draw(r.LINES,this._contourCounts[a][o],this._contourOffsets[a][o]));for(a=0;a<3;++a)for(h.uniforms.model=u.projections[a],h.uniforms.clipBounds=u.clipBounds[a],o=0;o<3;++o)if(this.contourProject[a][o]){h.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(h.uniforms.height=this.contourLevels[o][g],f.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(f.unbind(),(f=this._dynamicVAO).bind(),a=0;a<3;++a)if(0!==this._dynamicCounts[a])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=k[a],r.lineWidth(this.dynamicWidth[a]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[a],h.uniforms.contourTint=this.dynamicTint[a],h.uniforms.height=this.dynamicLevel[a],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]),o=0;o<3;++o)this.contourProject[o][a]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]));f.unbind()}}S.draw=function(t){return O.call(this,t,!1)},S.drawTransparent=function(t){return O.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var a=r.clipBounds[n],i=0;i<3;++i)a[i]=Math.min(Math.max(this.clipBounds[n][i],-1e8),1e8);var o=L(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),i=0;i<3;++i)for(e.lineWidth(this.contourWidth[i]*this.pixelRatio),s.uniforms.permutation=k[i],n=0;n<this.contourLevels[i].length;++n)this._contourCounts[i][n]&&(s.uniforms.height=this.contourLevels[i][n],l.draw(e.LINES,this._contourCounts[i][n],this._contourOffsets[i][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],i=0;i<3;++i)if(this.contourProject[n][i]){s.uniforms.permutation=k[i],e.lineWidth(this.contourWidth[i]*this.pixelRatio);for(var c=0;c<this.contourLevels[i].length;++c)this._contourCounts[i][c]&&(s.uniforms.height=this.contourLevels[i][c],l.draw(e.LINES,this._contourCounts[i][c],this._contourOffsets[i][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,a=Math.floor(n),i=n-a,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;a+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?i:1-i,f=0;f<2;++f)for(var p=a+u,d=s+f,m=h*(f?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=i<.5?a:a+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var a=(e.shape[0]+2)*(e.shape[1]+2);a>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(a))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var i=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2]);if(t.coords){var p=t.coords;if(!Array.isArray(p)||3!==p.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var d=p[o];for(b=0;b<2;++b)if(d.shape[b]!==i[b])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],d)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var v=g[o];if((Array.isArray(v)||v.length)&&(v=h(v)),v.shape[0]!==i[o])throw new Error(\"gl-surface: invalid tick length\");var y=h(v.data,i);y.stride[o]=v.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o<2;++o){var x=[0,0];x[o]=1,this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2],x,0)}this._field[0].set(0,0,0);for(var b=0;b<i[0];++b)this._field[0].set(b+1,0,b);for(this._field[0].set(i[0]+1,0,i[0]-1),this._field[1].set(0,0,0),b=0;b<i[1];++b)this._field[1].set(0,b+1,b);this._field[1].set(0,i[1]+1,i[1]-1)}var _=this._field,w=h(s.mallocFloat(3*_[2].size*2),[3,i[0]+2,i[1]+2,2]);for(o=0;o<3;++o)m(w.pick(o),_[o],\"mirror\");var k=h(s.mallocFloat(3*_[2].size),[i[0]+2,i[1]+2,3]);for(o=0;o<i[0]+2;++o)for(b=0;b<i[1]+2;++b){var M=w.get(0,o,b,0),A=w.get(0,o,b,1),S=w.get(1,o,b,0),E=w.get(1,o,b,1),C=w.get(2,o,b,0),L=w.get(2,o,b,1),P=S*L-E*C,I=C*A-L*M,z=M*E-A*S,O=Math.sqrt(P*P+I*I+z*z);O<1e-8?(O=Math.max(Math.abs(P),Math.abs(I),Math.abs(z)))<1e-8?(z=1,I=P=0,O=1):O=1/O:O=1/Math.sqrt(O),k.set(o,b,0,P*O),k.set(o,b,1,I*O),k.set(o,b,2,z*O)}s.free(w.data);var D=[1/0,1/0,1/0],F=[-1/0,-1/0,-1/0],N=1/0,j=-1/0,U=(i[0]-1)*(i[1]-1)*6,V=s.mallocFloat(n.nextPow2(10*U)),q=0,H=0;for(o=0;o<i[0]-1;++o)t:for(b=0;b<i[1]-1;++b){for(var G=0;G<2;++G)for(var Y=0;Y<2;++Y)for(var W=0;W<3;++W){var Z=this._field[W].get(1+o+G,1+b+Y);if(isNaN(Z)||!isFinite(Z))continue t}for(W=0;W<6;++W){var X=o+T[W][0],J=b+T[W][1],K=this._field[0].get(X+1,J+1),Q=this._field[1].get(X+1,J+1);Z=this._field[2].get(X+1,J+1),P=k.get(X+1,J+1,0),I=k.get(X+1,J+1,1),z=k.get(X+1,J+1,2),t.intensity&&($=t.intensity.get(X,J));var $=t.intensity?t.intensity.get(X,J):Z+this.objectOffset[2];V[q++]=X,V[q++]=J,V[q++]=K,V[q++]=Q,V[q++]=Z,V[q++]=0,V[q++]=$,V[q++]=P,V[q++]=I,V[q++]=z,D[0]=Math.min(D[0],K+this.objectOffset[0]),D[1]=Math.min(D[1],Q+this.objectOffset[1]),D[2]=Math.min(D[2],Z+this.objectOffset[2]),N=Math.min(N,$),F[0]=Math.max(F[0],K+this.objectOffset[0]),F[1]=Math.max(F[1],Q+this.objectOffset[1]),F[2]=Math.max(F[2],Z+this.objectOffset[2]),j=Math.max(j,$),H+=1}}for(t.intensityBounds&&(N=+t.intensityBounds[0],j=+t.intensityBounds[1]),o=6;o<q;o+=10)V[o]=(V[o]-N)/(j-N);this._vertexCount=H,this._coordinateBuffer.update(V.subarray(0,q)),s.freeFloat(V),s.free(k.data),this.bounds=[D,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===N&&this.intensityBounds[1]===j||(r=!0),this.intensityBounds=[N,j]}if(\"levels\"in t){var tt=t.levels;for(tt=Array.isArray(tt[0])?tt.slice():[[],[],tt],o=0;o<3;++o)tt[o]=tt[o].slice(),tt[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(b=0;b<tt[o].length;++b)tt[o][b]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(tt[o].length!==this.contourLevels[o].length){r=!0;break}for(b=0;b<tt[o].length;++b)if(tt[o][b]!==this.contourLevels[o][b]){r=!0;break t}}this.contourLevels=tt}if(r){_=this._field,i=this.shape;for(var et=[],rt=0;rt<3;++rt){var nt=this.contourLevels[rt],at=[],it=[],ot=[0,0,0];for(o=0;o<nt.length;++o){var st=f(this._field[rt],nt[o]);at.push(et.length/5|0),H=0;t:for(b=0;b<st.cells.length;++b){var lt=st.cells[b];for(W=0;W<2;++W){var ct=st.positions[lt[W]],ut=ct[0],ht=0|Math.floor(ut),ft=ut-ht,pt=ct[1],dt=0|Math.floor(pt),gt=pt-dt,mt=!1;e:for(var vt=0;vt<3;++vt){ot[vt]=0;var yt=(rt+vt+1)%3;for(G=0;G<2;++G){var xt=G?ft:1-ft;for(X=0|Math.min(Math.max(ht+G,0),i[0]),Y=0;Y<2;++Y){var bt=Y?gt:1-gt;if(J=0|Math.min(Math.max(dt+Y,0),i[1]),Z=vt<2?this._field[yt].get(X,J):(this.intensity.get(X,J)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var _t=xt*bt;ot[vt]+=_t*Z}}}if(mt){if(W>0){for(var wt=0;wt<5;++wt)et.pop();H-=1}continue t}et.push(ot[0],ot[1],ct[0],ct[1],ot[2]),H+=1}}it.push(H)}this._contourOffsets[rt]=at,this._contourCounts[rt]=it}var Tt=s.mallocFloat(et.length);for(o=0;o<et.length;++o)Tt[o]=et[o];this._contourBuffer.update(Tt),s.freeFloat(Tt)}t.colormap&&this._colorMap.setPixels(function(t,e){var r=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,r){var n=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(r/255,e):1;return[t[0],t[1],t[2],255*n]}))]);return c.divseq(r,255),r}(t.colormap,this.opacityscale))},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,a=this.shape,i=s.mallocFloat(12*a[0]*a[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,a[0]),T=b-_,k=1-T,M=+x[1],A=0|M,S=0|Math.min(A+1,a[1]),E=M-A,C=1-E,L=k*C,P=k*E,I=T*C,z=T*E,O=L*h.get(_,A)+P*h.get(_,S)+I*h.get(w,A)+z*h.get(w,S),D=L*p.get(_,A)+P*p.get(_,S)+I*p.get(w,A)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){y&&(n-=1);break}i[2*n+0]=O,i[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(i.subarray(0,2*n)),s.freeFloat(i)}}},{\"./lib/shaders\":323,\"binary-search-bounds\":94,\"bit-twiddle\":95,colormap:128,\"gl-buffer\":254,\"gl-mat4/invert\":276,\"gl-mat4/multiply\":278,\"gl-texture2d\":326,\"gl-vao\":331,ndarray:455,\"ndarray-gradient\":446,\"ndarray-ops\":449,\"ndarray-pack\":450,\"surface-nets\":529,\"typedarray-pool\":554}],325:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),a=t(\"pick-by-alias\"),i=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),h=t(\"parse-rect\"),f=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||i({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=a(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=h(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,i=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var a=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&a==e.font[r].baseString||(i=!0,e.font[r]=T.fonts[a],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:a,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[a]=e.font[r]}})),(i||o)&&this.font.forEach((function(r,a){var i=n.stringify({size:e.fontSize[a],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[a]=e.shader.atlas[i],!e.fontAtlas[a]){var o=r.metrics;e.shader.atlas[i]=e.fontAtlas[a]={fontString:i,step:2*Math.ceil(e.fontSize[a]*o.bottom*.5),em:e.fontSize[a],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||i){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var a=e.fontAtlas[n],i=0;i<e.text.length;i++){var o=e.text.charAt(i);if(null==a.ids[o]&&(a.ids[o]=a.chars.length,a.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)k[A++]=t.position[2*M],k[A++]=t.position[2*M+1];else for(var C=0;C<S;C++)k[A++]=t.position[M][0],k[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||i){var L=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,z=0;I<this.counts.length;I++){for(var O=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<O;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(L[z]=R.ids[B],P[2*z]=D.width[B],F){var j=P[2*z-2],U=P[2*z],V=P[2*z-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}P[2*z+1]=V}else P[2*z+1]=.5*P[2*z];z++}this.textWidth.push(P.length?.5*P[2*z-2]+P[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:L,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(L),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],a=n.step,i=Math.floor(T.maxAtlasSize/a),o=Math.min(i,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*a),u=x(s*a);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[a,a]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,a=0;return a+=.5*n.bottom,a+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(a*=-1),a}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var Z=t.color.length;H=u.mallocUint8(4*Z);for(var X=0;X<Z;X++)H.set(l(t.color[X]||0,\"uint8\"),4*X)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":95,\"color-normalize\":122,\"css-font\":141,\"detect-kerning\":168,\"es6-weak-map\":229,\"flatten-vertex-data\":240,\"font-atlas\":241,\"font-measure\":242,\"gl-util/context\":327,\"is-plain-obj\":426,\"object-assign\":459,\"parse-rect\":464,\"parse-unit\":466,\"pick-by-alias\":470,regl:499,\"to-px\":537,\"typedarray-pool\":554}],326:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),a=t(\"ndarray-ops\"),i=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var h=function(t,e){a.muls(t,e,255)};function f(t,e,r){var n=t.gl,a=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,a,i){this.gl=t,this.handle=e,this.format=a,this.type=i,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,a){var i=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture shape\");if(a===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,a,null),new p(t,o,e,r,n,a)}function y(t,e,r,n,a,i){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,a,a,i,e),new p(t,o,r,n,a,i)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,f,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];f=i.malloc(v,r);var x=n(f,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?a.assign(x,e):h(x,e),u=f.subarray(0,v)}var b=m(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||i.free(f),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return 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       "/*!\n",
       " * Determine if an object is a Buffer\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],423:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],424:[function(t,e,r){\"use strict\";e.exports=i,e.exports.isMobile=i,e.exports.default=i;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,a=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function i(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?a.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],425:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],426:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],427:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],428:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],429:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],430:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,a){if(t)if(e){var i=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=a(o)).workerUrl=window.URL.createObjectURL(new Blob([i],{type:\"text/javascript\"}))}else e=a;else t=a}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,a,i,o;for(void 0===e&&(e=1e-6),a=t,o=0;o<8;o++){if(i=this.sampleCurveX(a)-t,Math.abs(i)<e)return a;var s=this.sampleCurveDerivativeX(a);if(Math.abs(s)<1e-6)break;a-=i/s}if((a=t)<(r=0))return r;if(a>(n=1))return n;for(;r<n;){if(i=this.sampleCurveX(a),Math.abs(i-t)<e)return a;t>i?r=a:n=a,a=.5*(n-r)+r}return a},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var a=i;function i(t,e){this.x=t,this.y=e}function o(t,e,n,a){var i=new r(t,e,n,a);return function(t){return 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Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[2]*this.x+t[3]*this.y;return this.x=t[0]*this.x+t[1]*this.y,this.y=e,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=r*this.x+e*this.y;return this.x=e*this.x-r*this.y,this.y=n,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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r.width=t.width,r.height=t.height,n.drawImage(t,0,0,t.width,t.height),n.getImageData(-e,-e,t.width+2*e,t.height+2*e)},resolveURL:function(t){return C||(C=self.document.createElement(\"a\")),C.href=t,C.href},hardwareConcurrency:self.navigator.hardwareConcurrency||4,get devicePixelRatio(){return self.devicePixelRatio},get prefersReducedMotion(){return!!self.matchMedia&&(null==L&&(L=self.matchMedia(\"(prefers-reduced-motion: reduce)\")),L.matches)}},F={API_URL:\"https://api.mapbox.com\",get EVENTS_URL(){return this.API_URL?0===this.API_URL.indexOf(\"https://api.mapbox.cn\")?\"https://events.mapbox.cn/events/v2\":0===this.API_URL.indexOf(\"https://api.mapbox.com\")?\"https://events.mapbox.com/events/v2\":null:null},FEEDBACK_URL:\"https://apps.mapbox.com/feedback\",REQUIRE_ACCESS_TOKEN:!0,ACCESS_TOKEN:null,MAX_PARALLEL_IMAGE_REQUESTS:16},B={supported:!1,testSupport:function(t){!N&&I&&(j?U(t):P=t)}},N=!1,j=!1;function U(t){var 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!H(t))return t;var r=Z(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var a=Z(t);return H(t)?(a.path=\"/styles/v1\"+a.path+\"/sprite\"+e+r,this._makeAPIURL(a,this._customAccessToken||n)):(a.path+=\"\"+e+r,X(a))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!H(t))return t;var r=Z(t);r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,(R.devicePixelRatio>=2||512===e?\"@2x\":\"\")+(B.supported?\".webp\":\"$1\")),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var n=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||F.ACCESS_TOKEN;return F.REQUIRE_ACCESS_TOKEN&&n&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,n)},q.prototype.canonicalizeTileURL=function(t,e){var r=Z(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var a=r.params;return e&&(a=a.filter((function(t){return!t.match(/^access_token=/)}))),a.length&&(n+=\"?\"+a.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&H(e),n=[],a=0,i=t.tiles||[];a<i.length;a+=1){var o=i[a];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return 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e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}function J(t){if(!t)return null;var e=t.split(\".\");if(!e||3!==e.length)return null;try{return JSON.parse(decodeURIComponent(self.atob(e[1]).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\")))}catch(t){return null}}var K=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};K.prototype.getStorageKey=function(t){var e,r=J(F.ACCESS_TOKEN);return e=r&&r.u?self.btoa(encodeURIComponent(r.u).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))}))):F.ACCESS_TOKEN||\"\",t?\"mapbox.eventData.\"+t+\":\"+e:\"mapbox.eventData:\"+e},K.prototype.fetchEventData=function(){var t=E(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var a=self.localStorage.getItem(r);a&&(this.anonId=a)}catch(t){_(\"Unable to read from LocalStorage\")}},K.prototype.saveEventData=function(){var t=E(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{self.localStorage.setItem(r,this.anonId),Object.keys(this.eventData).length>=1&&self.localStorage.setItem(e,JSON.stringify(this.eventData))}catch(t){_(\"Unable to write to LocalStorage\")}},K.prototype.processRequests=function(t){},K.prototype.postEvent=function(t,e,r,n){var a=this;if(F.EVENTS_URL){var i=Z(F.EVENTS_URL);i.params.push(\"access_token=\"+(n||F.ACCESS_TOKEN||\"\"));var o={event:this.type,created:new 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r=e.parse(t[1],1,Dt);if(!r)return null;var n=[],a=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(a=e.expectedType);for(var i=1;i<t.length;i+=2){var o=1===i?-1/0:t[i],s=t[i+1],l=i,c=i+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,a);if(!u)return null;a=a||u.type,n.push([o,u])}return new je(a,r,n)},je.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var a=e.length;return n>=e[a-1]?r[a-1].evaluate(t):r[Ne(e,n)].evaluate(t)},je.prototype.eachChild=function(t){t(this.input);for(var 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e=Xe(t.r),r=Xe(t.g),n=Xe(t.b),a=Ye((.4124564*e+.3575761*r+.1804375*n)/.95047),i=Ye((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*i-16,a:500*(a-i),b:200*(i-Ye((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function Ke(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*We(e),r=.95047*We(r),n=1.08883*We(n),new Kt(Ze(3.2404542*r-1.5371385*e-.4985314*n),Ze(-.969266*r+1.8760108*e+.041556*n),Ze(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function Qe(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var $e={forward:Je,reverse:Ke,interpolate:function(t,e,r){return{l:Ue(t.l,e.l,r),a:Ue(t.a,e.a,r),b:Ue(t.b,e.b,r),alpha:Ue(t.alpha,e.alpha,r)}}},tr={forward:function(t){var e=Je(t),r=e.l,n=e.a,a=e.b,i=Math.atan2(a,n)*Ge;return{h:i<0?i+360:i,c:Math.sqrt(n*n+a*a),l:r,alpha:t.a}},reverse:function(t){var e=t.h*He,r=t.c;return Ke({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:Qe(t.h,e.h,r),c:Ue(t.c,e.c,r),l:Ue(t.l,e.l,r),alpha:Ue(t.alpha,e.alpha,r)}}},er=Object.freeze({__proto__:null,lab:$e,hcl:tr}),rr=function(t,e,r,n,a){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var i=0,o=a;i<o.length;i+=1){var s=o[i],l=s[1];this.labels.push(s[0]),this.outputs.push(l)}};function nr(t,e,r,n){var a=n-r,i=t-r;return 0===a?0:1===e?i/a:(Math.pow(e,i)-1)/(Math.pow(e,a)-1)}rr.interpolationFactor=function(t,e,n,a){var i=0;if(\"exponential\"===t.name)i=nr(e,t.base,n,a);else if(\"linear\"===t.name)i=nr(e,1,n,a);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;i=new r(o[0],o[1],o[2],o[3]).solve(nr(e,1,n,a))}return i},rr.parse=function(t,e){var r=t[0],n=t[1],a=t[2],i=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(a=e.parse(a,2,Dt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Bt:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<i.length;u+=2){var h=i[u],f=i[u+1],p=u+3,d=u+4;if(\"number\"!=typeof h)return e.error('Input/output pairs for 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i=Ne(e,n),o=rr.interpolationFactor(this.interpolation,n,e[i],e[i+1]),s=r[i].evaluate(t),l=r[i+1].evaluate(t);return\"interpolate\"===this.operator?Ve[this.type.kind.toLowerCase()](s,l,o):\"interpolate-hcl\"===this.operator?tr.reverse(tr.interpolate(tr.forward(s),tr.forward(l),o)):$e.reverse($e.interpolate($e.forward(s),$e.forward(l),o))},rr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},rr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},rr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var ar=function(t,e){this.type=t,this.args=e};ar.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var a=[],i=0,o=t.slice(1);i<o.length;i+=1){var s=e.parse(o[i],1+a.length,r,void 0,{typeAnnotation:\"omit\"});if(!s)return null;r=r||s.type,a.push(s)}var l=n&&a.some((function(t){return Wt(n,t.type)}));return new ar(l?jt:r,a)},ar.prototype.evaluate=function(t){for(var e,r=null,n=0,a=0,i=this.args;a<i.length&&(n++,(r=i[a].evaluate(t))&&r instanceof ee&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);a+=1);return r},ar.prototype.eachChild=function(t){this.args.forEach(t)},ar.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ar.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var 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t.push(this.result.serialize()),t};var or=function(t,e,r){this.type=t,this.index=e,this.input=r};or.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Dt),n=e.parse(t[2],2,Ht(e.expectedType||jt));return r&&n?new or(n.type.itemType,r,n):null},or.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new se(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new se(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new se(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},or.prototype.eachChild=function(t){t(this.index),t(this.input)},or.prototype.outputDefined=function(){return!1},or.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var sr=function(t,e){this.type=Ft,this.needle=t,this.haystack=e};sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);return r&&n?Zt(r.type,[Ft,Rt,Dt,Ot,jt])?new sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\"):null},sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");return r.indexOf(e)>=0},sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},sr.prototype.outputDefined=function(){return!0},sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var lr=function(t,e,r){this.type=Dt,this.needle=t,this.haystack=e,this.fromIndex=r};lr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);if(!r||!n)return null;if(!Zt(r.type,[Ft,Rt,Dt,Ot,jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var a=e.parse(t[3],3,Dt);return a?new lr(r,n,a):null}return new lr(r,n)},lr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},lr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},lr.prototype.outputDefined=function(){return!1},lr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var cr=function(t,e,r,n,a,i){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=a,this.otherwise=i};cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");var r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);for(var a={},i=[],o=2;o<t.length-1;o+=2){var s=t[o],l=t[o+1];Array.isArray(s)||(s=[s]);var c=e.concat(o);if(0===s.length)return c.error(\"Expected at least one branch label.\");for(var u=0,h=s;u<h.length;u+=1){var f=h[u];if(\"number\"!=typeof f&&\"string\"!=typeof f)return c.error(\"Branch labels must be numbers or strings.\");if(\"number\"==typeof f&&Math.abs(f)>Number.MAX_SAFE_INTEGER)return c.error(\"Branch labels must be integers no larger than \"+Number.MAX_SAFE_INTEGER+\".\");if(\"number\"==typeof f&&Math.floor(f)!==f)return c.error(\"Numeric branch labels must be integer values.\");if(r){if(c.checkSubtype(r,ae(f)))return null}else r=ae(f);if(void 0!==a[String(f)])return c.error(\"Branch labels must be unique.\");a[String(f)]=i.length}var p=e.parse(l,o,n);if(!p)return null;n=n||p.type,i.push(p)}var d=e.parse(t[1],1,jt);if(!d)return null;var g=e.parse(t[t.length-1],t.length-1,n);return g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new cr(r,n,d,a,i,g):null},cr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(ae(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},cr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},cr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},cr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},a=0,i=Object.keys(this.cases).sort();a<i.length;a+=1){var o=i[a];void 0===(h=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[h][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],h=u[0],f=u[1];e.push(1===f.length?s(f[0]):f.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var ur=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};ur.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 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hr=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function fr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function pr(t,e,r,n){return 0===n.compare(e,r)}function dr(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function a(t,e,r){this.type=Ft,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return a.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],i=e.parse(t[1],1,jt);if(!i)return null;if(!fr(r,i.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(i.type)+\"'.\");var o=e.parse(t[2],2,jt);if(!o)return null;if(!fr(r,o.type))return e.concat(2).error('\"'+r+\"\\\" comparisons are not supported for type 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this._warningHistory[t.message]||(this._warningHistory[t.message]=!0,\"undefined\"!=typeof console&&console.warn(t.message)),this._defaultValue}};var Hr=function(t,e){this.kind=t,this._styleExpression=e,this.isStateDependent=\"constant\"!==t&&!De(e.expression)};Hr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,a,i){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Hr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)};var Gr=function(t,e,r,n){this.kind=t,this.zoomStops=r,this._styleExpression=e,this.isStateDependent=\"camera\"!==t&&!De(e.expression),this.interpolationType=n};function Yr(t,e){if(\"error\"===(t=qr(t,e)).result)return t;var r=t.value.expression,n=Oe(r);if(!n&&!Lr(e))return Cr([new It(\"\",\"data expressions not supported\")]);var a=Re(r,[\"zoom\"]);if(!a&&!Pr(e))return Cr([new It(\"\",\"zoom expressions not supported\")]);var i=function t(e){var r=null;if(e instanceof ir)r=t(e.result);else if(e 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this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Gr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)},Gr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?rr.interpolationFactor(this.interpolationType,t,e,r):0};var Wr=function(t,e){this._parameters=t,this._specification=e,Ct(this,function t(e,r){var n,a,i,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||!(s||void 0!==e.property),c=e.type||(Ir(r)?\"exponential\":\"interval\");if(o&&((e=Ct({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],Kt.parse(t[1])]}))),e.default=Kt.parse(e.default?e.default:r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!er[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===c)n=Nr;else if(\"interval\"===c)n=Br;else if(\"categorical\"===c){n=Fr,a=Object.create(null);for(var u=0,h=e.stops;u<h.length;u+=1){var f=h[u];a[f[0]]=f[1]}i=typeof 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s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?Rr(e.default,r.default):n(e,r,s,a,i)}}}(this._parameters,this._specification))};function Zr(t){var e=t.key,r=t.value,n=t.valueSpec||{},a=t.objectElementValidators||{},i=t.style,o=t.styleSpec,s=[],l=zr(r);if(\"object\"!==l)return[new St(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(a[u])f=a[u];else if(n[u])f=bn;else if(a[\"*\"])f=a[\"*\"];else{if(!n[\"*\"]){s.push(new St(e,r[c],'unknown property \"'+c+'\"'));continue}f=bn}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:i,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)a[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new St(e,r,'missing required property \"'+p+'\"'));return s}function Xr(t){var e=t.value,r=t.valueSpec,n=t.style,a=t.styleSpec,i=t.key,o=t.arrayElementValidator||bn;if(\"array\"!==zr(e))return[new St(i,e,\"array expected, \"+zr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new St(i,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new St(i,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};a.$version<7&&(s.function=r.function),\"object\"===zr(r.value)&&(s=r.value);for(var l=[],c=0;c<e.length;c++)l=l.concat(o({array:e,arrayIndex:c,value:e[c],valueSpec:s,style:n,styleSpec:a,key:i+\"[\"+c+\"]\"}));return l}function Jr(t){var e=t.key,r=t.value,n=t.valueSpec,a=zr(r);return\"number\"===a&&r!=r&&(a=\"NaN\"),\"number\"!==a?[new St(e,r,\"number expected, \"+a+\" found\")]:\"minimum\"in n&&r<n.minimum?[new St(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new St(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function Kr(t){var e,r,n,a=t.valueSpec,i=Lt(t.value.type),o={},s=\"categorical\"!==i&&void 0===t.value.property,l=!s,c=\"array\"===zr(t.value.stops)&&\"array\"===zr(t.value.stops[0])&&\"object\"===zr(t.value.stops[0][0]),u=Zr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===i)return[new St(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Xr({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===zr(r)&&0===r.length&&e.push(new St(t.key,r,\"array must have at least one stop\")),e},default:function(t){return bn({key:t.key,value:t.value,valueSpec:a,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===i&&s&&u.push(new St(t.key,t.value,'missing required property \"property\"')),\"identity\"===i||t.value.stops||u.push(new St(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===i&&t.valueSpec.expression&&!Ir(t.valueSpec)&&u.push(new St(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!Lr(t.valueSpec)?u.push(new St(t.key,t.value,\"property functions not supported\")):s&&!Pr(t.valueSpec)&&u.push(new St(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==i&&!c||void 0!==t.value.property||u.push(new St(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],i=t.value,s=t.key;if(\"array\"!==zr(i))return[new St(s,i,\"array expected, \"+zr(i)+\" found\")];if(2!==i.length)return[new St(s,i,\"array length 2 expected, length \"+i.length+\" found\")];if(c){if(\"object\"!==zr(i[0]))return[new St(s,i,\"object expected, \"+zr(i[0])+\" found\")];if(void 0===i[0].zoom)return[new St(s,i,\"object stop key must have zoom\")];if(void 0===i[0].value)return[new St(s,i,\"object stop key must have value\")];if(n&&n>Lt(i[0].zoom))return[new St(s,i[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(i[0].zoom)!==n&&(n=Lt(i[0].zoom),r=void 0,o={}),e=e.concat(Zr({key:s+\"[0]\",value:i[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Jr,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:i[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},i));return Vr(Pt(i[1]))?e.concat([new St(s+\"[1]\",i[1],\"expressions are not allowed in function stops.\")]):e.concat(bn({key:s+\"[1]\",value:i[1],valueSpec:a,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=zr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new St(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new St(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==i){var u=\"number expected, \"+s+\" found\";return Lr(a)&&void 0===i&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new St(t.key,c,u)]}return\"categorical\"!==i||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==i&&\"number\"===s&&void 0!==r&&l<r?[new St(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===i&&l in o?[new St(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new St(t.key,c,\"integer expected, found \"+l)]}}function Qr(t){var e=(\"property\"===t.expressionContext?Yr:qr)(Pt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new St(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new St(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Re(r,[\"zoom\",\"feature-state\"]))return[new St(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Oe(r))return[new St(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function $r(t){var e=t.key,r=t.value,n=t.valueSpec,a=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),a}function tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}Wr.deserialize=function(t){return new Wr(t._parameters,t._specification)},Wr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var en={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function rn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};tn(t)||(t=an(t));var e=qr(t,en);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:Array.isArray(t)&&0!==t.length&&\"within\"===t[0]}}function nn(t,e){return t<e?-1:t>e?1:0}function an(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?on(t[1],t[2],\"==\"):\"!=\"===r?cn(on(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?on(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(an))):\"all\"===r?[\"all\"].concat(t.slice(1).map(an)):\"none\"===r?[\"all\"].concat(t.slice(1).map(an).map(cn)):\"in\"===r?sn(t[1],t.slice(2)):\"!in\"===r?cn(sn(t[1],t.slice(2))):\"has\"===r?ln(t[1]):\"!has\"!==r||cn(ln(t[1]))}function on(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(nn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function ln(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function cn(t){return[\"!\",t]}function un(t){return tn(Pt(t.value))?Qr(Ct({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==zr(r))return[new St(n,r,\"array expected, \"+zr(r)+\" found\")];var a,i=e.styleSpec,o=[];if(r.length<1)return[new St(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat($r({key:n+\"[0]\",value:r[0],valueSpec:i.filter_operator,style:e.style,styleSpec:e.styleSpec})),Lt(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Lt(r[1])&&o.push(new St(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new St(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(a=zr(r[1]))&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"));for(var s=2;s<r.length;s++)a=zr(r[s]),\"$type\"===Lt(r[1])?o=o.concat($r({key:n+\"[\"+s+\"]\",value:r[s],valueSpec:i.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"!==a&&\"number\"!==a&&\"boolean\"!==a&&o.push(new St(n+\"[\"+s+\"]\",r[s],\"string, number, or boolean expected, \"+a+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":a=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==a&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"))}return o}(t)}function hn(t,e){var r=t.key,n=t.style,a=t.styleSpec,i=t.value,o=t.objectKey,s=a[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return bn({key:r,value:i,valueSpec:a.transition,style:n,styleSpec:a});var c,u=t.valueSpec||s[o];if(!u)return[new St(r,i,'unknown property \"'+o+'\"')];if(\"string\"===zr(i)&&Lr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(i)))return[new St(r,i,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var h=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&h.push(new St(r,i,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Or(Pt(i))&&\"identity\"===Lt(i.type)&&h.push(new St(r,i,'\"text-font\" does not support identity functions'))),h.concat(bn({key:t.key,value:i,valueSpec:u,style:n,styleSpec:a,expressionContext:\"property\",propertyType:e,propertyKey:o}))}function fn(t){return hn(t,\"paint\")}function pn(t){return hn(t,\"layout\")}function dn(t){var e=[],r=t.value,n=t.key,a=t.style,i=t.styleSpec;r.type||r.ref||e.push(new St(n,r,'either \"type\" or \"ref\" is required'));var o,s=Lt(r.type),l=Lt(r.ref);if(r.id)for(var c=Lt(r.id),u=0;u<t.arrayIndex;u++){var h=a.layers[u];Lt(h.id)===c&&e.push(new St(n,r.id,'duplicate layer id \"'+r.id+'\", previously used at line '+h.id.__line__))}if(\"ref\"in r)[\"type\",\"source\",\"source-layer\",\"filter\",\"layout\"].forEach((function(t){t in r&&e.push(new St(n,r[t],'\"'+t+'\" is prohibited for ref layers'))})),a.layers.forEach((function(t){Lt(t.id)===l&&(o=t)})),o?o.ref?e.push(new St(n,r.ref,\"ref cannot reference another ref layer\")):s=Lt(o.type):e.push(new St(n,r.ref,'ref layer \"'+l+'\" not found'));else if(\"background\"!==s)if(r.source){var f=a.sources&&a.sources[r.source],p=f&&Lt(f.type);f?\"vector\"===p&&\"raster\"===s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new St(n,r.source,\"raster-dem source 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Zr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return fn(Ct({layerType:s},t))}}})}}}))}function gn(t){var e=t.value,r=t.key,n=zr(e);return\"string\"!==n?[new St(r,e,\"string expected, \"+n+\" found\")]:[]}var mn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===zr(r))return gn({key:e,value:r});var n=[];for(var a in r)n.push.apply(n,gn({key:e+\".\"+a,value:r[a]}));return n}};function vn(t){var e=t.value,r=t.key,n=t.styleSpec,a=t.style;if(!e.type)return[new St(r,e,'\"type\" is required')];var i,o=Lt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return Zr({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:mn});case\"geojson\":if(i=Zr({key:r,value:e,valueSpec:n.source_geojson,style:a,styleSpec:n,objectElementValidators:mn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=\"string\"==typeof 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0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},aa.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var ia=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Or(t))return new Wr(t,e);if(Vr(t)){var r=Yr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=Kt.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};ia.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},ia.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var oa=function(t){this.property=t,this.value=new ia(t,void 0)};oa.prototype.transitioned=function(t,e){return new la(this.property,this.value,e,u({},t.transition,this.transition),t.now)},oa.prototype.untransitioned=function(){return new la(this.property,this.value,null,{},0)};var sa=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};sa.prototype.getValue=function(t){return x(this._values[t].value.value)},sa.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].value=new ia(this._values[t].property,null===e?void 0:x(e))},sa.prototype.getTransition=function(t){return x(this._values[t].transition)},sa.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].transition=x(e)||void 0},sa.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a);var i=this.getTransition(n);void 0!==i&&(t[n+\"-transition\"]=i)}return t},sa.prototype.transitioned=function(t,e){for(var r=new ca(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].transitioned(t,e._values[i])}return r},sa.prototype.untransitioned=function(){for(var t=new ca(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var la=function(t,e,r,n,a){this.property=t,this.value=e,this.begin=a+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};la.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,a=this.value.possiblyEvaluate(t,e,r),i=this.prior;if(i){if(n>this.end)return this.prior=null,a;if(this.value.isDataDriven())return this.prior=null,a;if(n<this.begin)return i.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(i.possiblyEvaluate(t,e,r),a,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return a};var ca=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};ca.prototype.possiblyEvaluate=function(t,e){for(var r=new fa(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].possiblyEvaluate(t,e)}return r},ca.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1)if(this._values[e[t]].prior)return!0;return!1};var ua=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ua.prototype.getValue=function(t){return x(this._values[t].value)},ua.prototype.setValue=function(t,e){this._values[t]=new ia(this._values[t].property,null===e?void 0:x(e))},ua.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a)}return t},ua.prototype.possiblyEvaluate=function(t,e){for(var r=new fa(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].possiblyEvaluate(t,e)}return r};var ha=function(t,e,r){this.property=t,this.value=e,this.parameters=r};ha.prototype.isConstant=function(){return\"constant\"===this.value.kind},ha.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},ha.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var fa=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};fa.prototype.get=function(t){return this._values[t]};var pa=function(t){this.specification=t};pa.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},pa.prototype.interpolate=function(t,e,r){var n=Ve[this.specification.type];return n?n(t,e,r):t};var da=function(t,e){this.specification=t,this.overrides=e};da.prototype.possiblyEvaluate=function(t,e,r,n){return new ha(this,\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)}:t.expression,e)},da.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new ha(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ve[this.specification.type];return n?new ha(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},da.prototype.evaluate=function(t,e,r,n,a,i){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,a,i)};var ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new ha(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n),i=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof a?a.name:a,o=this._calculate(i,i,i,e);return new ha(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new ha(this,{kind:\"constant\",value:s},e)}return new ha(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,a,i){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,a,i);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(da),ma=function(t){this.specification=t};ma.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n);return this._calculate(a,a,a,e)}return this._calculate(t.expression.evaluate(new aa(Math.floor(e.zoom-1),e)),t.expression.evaluate(new aa(Math.floor(e.zoom),e)),t.expression.evaluate(new aa(Math.floor(e.zoom+1),e)),e)}},ma.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},ma.prototype.interpolate=function(t){return t};var va=function(t){this.specification=t};va.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},va.prototype.interpolate=function(){return!1};var ya=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new ia(r,void 0),a=this.defaultTransitionablePropertyValues[e]=new oa(r);this.defaultTransitioningPropertyValues[e]=a.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Dn(\"DataDrivenProperty\",da),Dn(\"DataConstantProperty\",pa),Dn(\"CrossFadedDataDrivenProperty\",ga),Dn(\"CrossFadedProperty\",ma),Dn(\"ColorRampProperty\",va);var xa=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=(e=e).metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ua(r.layout)),r.paint)){for(var n in this._transitionablePaint=new sa(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var a in e.layout)this.setLayoutProperty(a,e.layout[a],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned()}}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){void 0===r&&(r={}),null!=e&&this._validate(En,\"layers.\"+this.id+\".layout.\"+t,t,e,r)||(\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e)},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e&&this._validate(Sn,\"layers.\"+this.id+\".paint.\"+t,t,e,r))return!1;if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var n=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===n.property.specification[\"property-type\"],i=n.value.isDataDriven(),o=n.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var s=this._transitionablePaint._values[t].value;return s.isDataDriven()||i||a||this._handleOverridablePaintPropertyUpdate(t,o,s)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&Cn(this,t.call(Mn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:At,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof ha&&Lr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Mt),ba={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},_a=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},wa=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ta(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var a=ba[t.type].BYTES_PER_ELEMENT,i=r=ka(r,Math.max(e,a)),o=t.components||1;return n=Math.max(n,a),r+=a*o,{name:t.name,type:t.type,components:o,offset:i}})),size:ka(r,Math.max(n,e)),alignment:e}}function ka(t,e){return Math.ceil(t/e)*e}wa.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},wa.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},wa.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},wa.prototype.clear=function(){this.length=0},wa.prototype.resize=function(t){this.reserve(t),this.length=t},wa.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},wa.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Ma=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(wa);Ma.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2i4\",Ma);var Aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,a){var i=4*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,this.int16[i+3]=a,t},e}(wa);Aa.prototype.bytesPerElement=8,Dn(\"StructArrayLayout4i8\",Aa);var Sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=a,this.int16[s+4]=i,this.int16[s+5]=o,t},e}(wa);Sa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i4i12\",Sa);var Ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var 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e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i,o,s,l,c,u,h){var f=this.length;return this.resize(f+1),this.emplace(f,t,e,r,n,a,i,o,s,l,c,u,h)},e.prototype.emplace=function(t,e,r,n,a,i,o,s,l,c,u,h,f){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=a,this.uint16[p+4]=i,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=h,this.int16[p+11]=f,t},e}(wa);La.prototype.bytesPerElement=24,Dn(\"StructArrayLayout4i4ui4i24\",La);var Pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,t},e}(wa);Pa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout3f12\",Pa);var Ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint32[1*t+0]=e,t},e}(wa);Ia.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1ul4\",Ia);var za=function(t){function e(){t.apply(this,arguments)}return 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ja=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.float32[1*t+0]=e,t},e}(wa);ja.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1f4\",ja);var Ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return 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e.ids=t.ids,e.positions=t.positions,e.indexed=!0,e};var fi=Math.pow(2,53)-1;function pi(t){var e=+t;return!isNaN(e)&&e<=fi?e:ci(String(t))}function di(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}Dn(\"FeaturePositionMap\",hi);var gi=function(t,e){this.gl=t.gl,this.location=e},mi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(gi),vi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(gi),yi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(gi),xi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]||(this.current=t,this.gl.uniform3f(this.location,t[0],t[1],t[2]))},e}(gi),bi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0,0]}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]&&t[2]===this.current[2]&&t[3]===this.current[3]||(this.current=t,this.gl.uniform4f(this.location,t[0],t[1],t[2],t[3]))},e}(gi),_i=function(t){function e(e,r){t.call(this,e,r),this.current=Kt.transparent}return 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Mi=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};Mi.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},Mi.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new _i(t,e):new vi(t,e)};var Ai=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};Ai.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},Ai.prototype.setUniform=function(t,e,r,n){var a=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;a&&t.set(a)},Ai.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new bi(t,e):new vi(t,e)};var Si=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};Si.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.paintVertexArray.length,o=this.expression.evaluate(new aa(0),e,{},n,[],a);this.paintVertexArray.resize(t),this._setPaintValue(i,t,o)},Si.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,a)},Si.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=ki(r),a=t;a<e;a++)this.paintVertexArray.emplace(a,n[0],n[1]);else{for(var i=t;i<e;i++)this.paintVertexArray.emplace(i,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},Si.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Si.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var Ei=function(t,e,r,n,a,i){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=a,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new i};Ei.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.expression.evaluate(new aa(this.zoom),e,{},n,[],a),o=this.expression.evaluate(new aa(this.zoom+1),e,{},n,[],a),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,i,o)},Ei.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:this.zoom},r,n),i=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,a,i)},Ei.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var a=ki(r),i=ki(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,a[0],a[1],i[0],i[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},Ei.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Ei.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},Ei.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=l(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},Ei.prototype.getBinding=function(t,e,r){return new vi(t,e)};var Ci=function(t,e,r,n,a,i){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=i,this.zoomInPaintVertexArray=new a,this.zoomOutPaintVertexArray=new a};Ci.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},Ci.prototype.updatePaintArray=function(t,e,r,n,a){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],a)},Ci.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var a=n[r.min],i=n[r.mid],o=n[r.max];if(a&&i&&o)for(var s=t;s<e;s++)this.zoomInPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],a.tl[0],a.tl[1],a.br[0],a.br[1],i.pixelRatio,a.pixelRatio),this.zoomOutPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],o.tl[0],o.tl[1],o.br[0],o.br[1],i.pixelRatio,o.pixelRatio)}},Ci.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,oi.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,oi.members,this.expression.isStateDependent))},Ci.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var Li=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var a=[];for(var i in t.paint._values)if(r(i)){var o=t.paint.get(i);if(o instanceof ha&&Lr(o.property.specification)){var s=Ii(i,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,h=o.property.specification[\"property-type\"],f=\"cross-faded\"===h||\"cross-faded-data-driven\"===h;if(\"constant\"===l.kind)this.binders[i]=f?new Ai(l.value,s):new Mi(l.value,s,c),a.push(\"/u_\"+i);else if(\"source\"===l.kind||f){var p=zi(i,c,\"source\");this.binders[i]=f?new Ci(l,c,u,e,p,t.id):new Si(l,s,c,p),a.push(\"/a_\"+i)}else{var d=zi(i,c,\"composite\");this.binders[i]=new Ei(l,s,c,u,e,d),a.push(\"/z_\"+i)}}}this.cacheKey=a.sort().join(\"\")};Li.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Si||e instanceof Ei?e.maxValue:0},Li.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.binders){var o=this.binders[i];(o instanceof Si||o instanceof Ei||o instanceof Ci)&&o.populatePaintArray(t,e,r,n,a)}},Li.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Ai&&n.setConstantPatternPositions(t,e)}},Li.prototype.updatePaintArrays=function(t,e,r,n,a){var i=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var h in this.binders){var f=this.binders[h];if((f instanceof Si||f instanceof Ei||f instanceof Ci)&&!0===f.expression.isStateDependent){var p=n.paint.get(h);f.expression=p.value,f.updatePaintArray(c.start,c.end,u,t[o],a),i=!0}}}return i},Li.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Mi||r instanceof Ai)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},Li.prototype.getPaintVertexBuffers=function(){return this._buffers},Li.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var a=this.binders[n];if(a instanceof Mi||a instanceof Ai||a instanceof Ei)for(var i=0,o=a.uniformNames;i<o.length;i+=1){var s=o[i];if(e[s]){var l=a.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},Li.prototype.setUniforms=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.name,l=o.property;this.binders[l].setUniform(o.binding,n,r.get(l),s)}},Li.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Ci){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Si||r instanceof Ei)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},Li.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Si||r instanceof Ei||r instanceof Ci)&&r.upload(t)}this.updatePaintBuffers()},Li.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Si||e instanceof Ei||e instanceof Ci)&&e.destroy()}};var Pi=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var a=0,i=e;a<i.length;a+=1){var o=i[a];this.programConfigurations[o.id]=new Li(o,r,n,t)}this.needsUpload=!1,this._featureMap=new hi,this._bufferOffset=0};function Ii(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function zi(t,e,r){var n={color:{source:Ga,composite:Ya},number:{source:ja,composite:Ga}},a=function(t){return{\"line-pattern\":{source:Ca,composite:Ca},\"fill-pattern\":{source:Ca,composite:Ca},\"fill-extrusion-pattern\":{source:Ca,composite:Ca}}[t]}(t);return a&&a[r]||n[e][r]}Pi.prototype.populatePaintArrays=function(t,e,r,n,a,i){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,a,i);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},Pi.prototype.updatePaintArrays=function(t,e,r,n){for(var a=0,i=r;a<i.length;a+=1){var o=i[a];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},Pi.prototype.get=function(t){return this.programConfigurations[t]},Pi.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Pi.prototype.destroy=function(){for(var t in 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2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,a=[],i=0;i<e;i++){var o=us(t[i]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&a.push(r),r=[t[i]]):r.push(t[i]))}return r&&a.push(r),a}(l),n=0;n<l.length;n++)for(a=0;a<l[n].length;a++)u(l[n][a])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var hs=fs;function fs(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(ps,this,e),this.length=this._features.length}function ps(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function ds(t,e,r){if(3===t){var n=new hs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}fs.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new ss(this._pbf,e,this.extent,this._keys,this._values)};var gs={VectorTile:function(t,e){this.layers=t.readFields(ds,{},e)},VectorTileFeature:ss,VectorTileLayer:hs},ms=gs.VectorTileFeature.types,vs=Math.pow(2,13);function ys(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,2*Math.floor(n*vs)+o,a*vs*2,i*vs*2,Math.round(s))}var xs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Sa,this.indexArray=new Fa,this.programConfigurations=new Pi(os,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function bs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}xs.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ts(\"fill-extrusion\",this.layers,e);for(var n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.feature,s=i.id,l=i.index,c=i.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,h={type:o.type,id:s,properties:o.properties,geometry:u?Di(o):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),h,r)){var f={id:s,sourceLayerIndex:c,index:l,geometry:u?h.geometry:Di(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(f.id=o.id),this.hasPattern?this.features.push(es(\"fill-extrusion\",this.layers,f,this.zoom,e)):this.addFeature(f,f.geometry,l,r,{}),e.featureIndex.insert(o,f.geometry,l,c,this.index,!0)}}},xs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.features;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},xs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},xs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},xs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},xs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,os),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},xs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},xs.prototype.addFeature=function(t,e,r,n,a){for(var i=0,o=Qo(e,500);i<o.length;i+=1){for(var s=o[i],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),f=0,p=s;f<p.length;f+=1){var d=p[f];if(0!==d.length&&!((I=d).every((function(t){return t.x<0}))||I.every((function(t){return t.x>8192}))||I.every((function(t){return t.y<0}))||I.every((function(t){return t.y>8192}))))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!bs(v,y)){h.vertexLength+4>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g+=b),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=h.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),h.vertexLength+=4,h.primitiveLength+=2}}}}if(h.vertexLength+l>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===ms[t.type]){for(var w=[],T=[],k=h.vertexLength,M=0,A=s;M<A.length;M+=1){var S=A[M];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];ys(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var L=_o(w,T),P=0;P<L.length;P+=3)this.indexArray.emplaceBack(k+L[P],k+L[P+2],k+L[P+1]);h.primitiveLength+=L.length/3,h.vertexLength+=l}}var I;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Dn(\"FillExtrusionBucket\",xs,{omit:[\"layers\",\"features\"]});var _s={paint:new ya({\"fill-extrusion-opacity\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ga(At[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},ws=function(t){function e(e){t.call(this,e,_s)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new xs(t)},e.prototype.queryRadius=function(){return Ji(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=Ki(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];io(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=[],y=[],x=0,b=m[g];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],M=n[1]*w+n[5]*T+n[13],A=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=A+c,C=S+u,L=k+h,P=M+f,I=A+p,z=S+d,O=new a((k+s)/C,(M+l)/C);O.z=E/C,v.push(O);var D=new a(L/z,P/z);D.z=I/z,y.push(D)}i.push(v),o.push(y)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;ji(r,e)&&(n=ks(r,e[0]));for(var a=0;a<e.length;a++)for(var i=e[a],o=t[a],s=0;s<i.length-1;s++){var l=i[s],c=[l,i[s+1],o[s+1],o[s],l];Bi(r,c)&&(n=Math.min(n,ks(r,c)))}return n!==1/0&&n}(p[0],p[1],f)},e}(xa);function Ts(t,e){return t.x*e.x+t.y*e.y}function ks(t,e){if(1===t.length){for(var r,n=0,a=e[n++];!r||a.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var i=e[n],o=t[0],s=r.sub(a),l=i.sub(a),c=o.sub(a),u=Ts(s,s),h=Ts(s,l),f=Ts(l,l),p=Ts(c,s),d=Ts(c,l),g=u*f-h*h,m=(f*p-h*d)/g,v=(u*d-h*p)/g,y=a.z*(1-m-v)+r.z*m+i.z*v;if(isFinite(y))return y}return 1/0}for(var x=1/0,b=0,_=e;b<_.length;b+=1)x=Math.min(x,_[b].z);return x}var Ms=Ta([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,As=gs.VectorTileFeature.types,Ss=Math.cos(Math.PI/180*37.5),Es=Math.pow(2,14)/.5,Cs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Ea,this.indexArray=new Fa,this.programConfigurations=new Pi(Ms,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};Cs.prototype.populate=function(t,e,r){this.hasPattern=ts(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),a=[],i=0,o=t;i<o.length;i+=1){var s=o[i],l=s.feature,c=s.id,u=s.index,h=s.sourceLayerIndex,f=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:f?Di(l):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),p,r)){f||(p.geometry=Di(l));var d=n?n.evaluate(p,{},r):void 0;a.push({id:c,properties:l.properties,type:l.type,sourceLayerIndex:h,index:u,geometry:p.geometry,patterns:{},sortKey:d})}}n&&a.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,m=a;g<m.length;g+=1){var v=m[g],y=v.geometry,x=v.index,b=v.sourceLayerIndex;if(this.hasPattern){var _=es(\"line\",this.layers,v,this.zoom,e);this.patternFeatures.push(_)}else this.addFeature(v,y,x,r,{});e.featureIndex.insert(t[x].feature,y,x,b,this.index)}},Cs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Cs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.patternFeatures;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},Cs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Cs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Cs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ms),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Cs.prototype.addFeature=function(t,e,r,n,a){for(var i=this.layers[0].layout,o=i.get(\"line-join\").evaluate(t,{}),s=i.get(\"line-cap\"),l=i.get(\"line-miter-limit\"),c=i.get(\"line-round-limit\"),u=0,h=e;u<h.length;u+=1)this.addLine(h[u],t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Cs.prototype.addLine=function(t,e,r,n,a,i){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===As[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(a=1.05);var u,h=this.overscaling<=16?122880/(512*this.overscaling):0,f=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(m=t[c].sub(u=t[l-2])._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Ss&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var M=u.dist(p);if(M>2*h){var A=u.sub(u.sub(p)._mult(h/M)._round());this.updateDistance(p,A),this.addCurrentVertex(A,g,0,0,f),p=A}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<i?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>a&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<a&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,f);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var C=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(C*(k?-1:1))}this.addCurrentVertex(u,y,0,0,f),this.addCurrentVertex(u,y.mult(-1),0,0,f)}else if(\"bevel\"===E||\"fakeround\"===E){var L=-Math.sqrt(_*_-1),P=k?L:0,I=k?0:L;if(p&&this.addCurrentVertex(u,g,P,I,f),\"fakeround\"===E)for(var z=Math.round(180*w/Math.PI/20),O=1;O<z;O++){var D=O/z;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,f)}d&&this.addCurrentVertex(u,m,-P,-I,f)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,f);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,f)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,f),this.addCurrentVertex(u,g,1,1,f,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,f,!0),this.addCurrentVertex(u,m,0,0,f)));if(T&&v<l-1){var N=u.dist(d);if(N>2*h){var j=u.add(d.sub(u)._mult(h/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,f),u=j}}}}},Cs.prototype.addCurrentVertex=function(t,e,r,n,a,i){void 0===i&&(i=!1);var o=e.y*n-e.x,s=-e.y-e.x*n;this.addHalfVertex(t,e.x+e.y*r,e.y-e.x*r,i,!1,r,a),this.addHalfVertex(t,o,s,i,!0,-n,a),this.distance>Es/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,a,i))},Cs.prototype.addHalfVertex=function(t,e,r,n,a,i,o){var s=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((t.x<<1)+(n?1:0),(t.y<<1)+(a?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===i?0:i<0?-1:1)|(63&s)<<2,s>>6);var l=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,l),o.primitiveLength++),a?this.e2=l:this.e1=l},Cs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Es-1):this.distance},Cs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Dn(\"LineBucket\",Cs,{omit:[\"layers\",\"patternFeatures\"]});var Ls=new ya({\"line-cap\":new pa(At.layout_line[\"line-cap\"]),\"line-join\":new da(At.layout_line[\"line-join\"]),\"line-miter-limit\":new pa(At.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new pa(At.layout_line[\"line-round-limit\"]),\"line-sort-key\":new da(At.layout_line[\"line-sort-key\"])}),Ps={paint:new ya({\"line-opacity\":new da(At.paint_line[\"line-opacity\"]),\"line-color\":new da(At.paint_line[\"line-color\"]),\"line-translate\":new pa(At.paint_line[\"line-translate\"]),\"line-translate-anchor\":new pa(At.paint_line[\"line-translate-anchor\"]),\"line-width\":new da(At.paint_line[\"line-width\"]),\"line-gap-width\":new da(At.paint_line[\"line-gap-width\"]),\"line-offset\":new da(At.paint_line[\"line-offset\"]),\"line-blur\":new da(At.paint_line[\"line-blur\"]),\"line-dasharray\":new ma(At.paint_line[\"line-dasharray\"]),\"line-pattern\":new ga(At.paint_line[\"line-pattern\"]),\"line-gradient\":new va(At.paint_line[\"line-gradient\"])}),layout:Ls},Is=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new aa(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,a){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,a)},e}(da))(Ps.paint.properties[\"line-width\"].specification);Is.useIntegerZoom=!0;var zs=function(t){function e(e){t.call(this,e,Ps)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){this.gradient=mo(this._transitionablePaint._values[\"line-gradient\"].value.expression,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=Is.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new Cs(t)},e.prototype.queryRadius=function(t){var e=t,r=Os(Xi(\"line-width\",this,e),Xi(\"line-gap-width\",this,e)),n=Xi(\"line-offset\",this,e);return r/2+Math.abs(n)+Ji(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Ki(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),c=s/2*Os(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),u=this.paint.get(\"line-offset\").evaluate(e,r);return u&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var c=o[l],u=o[l+1],h=0===l?n:c.sub(o[l-1])._unit()._perp(),f=l===o.length-1?n:u.sub(c)._unit()._perp(),p=h._add(f)._unit();p._mult(1/(p.x*f.x+p.y*f.y)),s.push(p._mult(e)._add(c))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var a=e[n];if(t.length>=3)for(var i=0;i<a.length;i++)if(Wi(t,a[i]))return!0;if(Ui(t,a,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(xa);function Os(t,e){return e>0?e+2*t:t}var 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n,a,i=0;i<e.length;i++){if((n=e.charCodeAt(i))>55295&&n<57344){if(!a){n>56319||i+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):a=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,a=n;continue}n=a-55296<<10|n-56320|65536,a=null}else a&&(t[r++]=239,t[r++]=191,t[r++]=189,a=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Xs(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Xs(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Gs.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,Js,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ks,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,tl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Qs,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,$s,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,el,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,rl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,nl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,al,e)},writeBytesField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var fl=function(t,e){var r=e.pixelRatio,n=e.version,a=e.stretchX,i=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=a,this.stretchY=i,this.content=o,this.version=n},pl={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};pl.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},pl.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},pl.tlbr.get=function(){return this.tl.concat(this.br)},pl.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(fl.prototype,pl);var dl=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var a=[];this.addImages(t,r,a),this.addImages(e,n,a);var i=hl(a),o=new po({width:i.w||1,height:i.h||1});for(var s in t){var l=t[s],c=r[s].paddedRect;po.copy(l.data,o,{x:0,y:0},{x:c.x+1,y:c.y+1},l.data)}for(var u in e){var h=e[u],f=n[u].paddedRect,p=f.x+1,d=f.y+1,g=h.data.width,m=h.data.height;po.copy(h.data,o,{x:0,y:0},{x:p,y:d},h.data),po.copy(h.data,o,{x:0,y:m-1},{x:p,y:d-1},{width:g,height:1}),po.copy(h.data,o,{x:0,y:0},{x:p,y:d+m},{width:g,height:1}),po.copy(h.data,o,{x:g-1,y:0},{x:p-1,y:d},{width:1,height:m}),po.copy(h.data,o,{x:0,y:0},{x:p+g,y:d},{width:1,height:m})}this.image=o,this.iconPositions=r,this.patternPositions=n};dl.prototype.addImages=function(t,e,r){for(var n in t){var a=t[n],i={x:0,y:0,w:a.data.width+2,h:a.data.height+2};r.push(i),e[n]=new fl(i,a),a.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},dl.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},dl.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl;r.update(e.data,void 0,{x:n[0],y:n[1]})}},Dn(\"ImagePosition\",fl),Dn(\"ImageAtlas\",dl);var gl={horizontal:1,vertical:2,horizontalOnly:3},ml=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};ml.forText=function(t,e){var r=new ml;return r.scale=t||1,r.fontStack=e,r},ml.forImage=function(t){var e=new ml;return e.imageName=t,e};var vl=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function yl(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=vl.fromFeature(t,a);h===gl.vertical&&v.verticalizePunctuation();var y=na.processBidirectionalText,x=na.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),Ml(v,c,i,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new vl;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var M=0,A=x(v.text,v.sectionIndex,Ml(v,c,i,e,n,p,d));M<A.length;M+=1){var S=A[M],E=new vl;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,a=0,i=0,o=e;i<o.length;i+=1){var s=o[i];r.push(t.substring(a,s)),a=s}return a<n.length&&r.push(t.substring(a,n.length)),r}(v,Ml(v,c,i,e,n,p,d));var C=[],L={positionedLines:C,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:h,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=a;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,M=0;if(b.length()){for(var A=0;A<b.length();A++){var S=b.getSection(A),E=b.getSectionIndex(A),C=b.getCharCode(A),L=0,P=null,I=null,z=null,O=24,D=!(l===gl.horizontal||!u&&!Hn(C)||u&&(xl[C]||(H=C,Vn.Arabic(H)||Vn[\"Arabic Supplement\"](H)||Vn[\"Arabic Extended-A\"](H)||Vn[\"Arabic Presentation Forms-A\"](H)||Vn[\"Arabic Presentation Forms-B\"](H))));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/h,L=w+(24-F[1]*S.scale),O=(P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]}).advance;var B=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;B>0&&B>M&&(M=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)I=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;P=V.metrics}L=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=P.advance*S.scale+c)}0!==k.length&&(d=Math.max(f-c,d),Sl(k,0,k.length-1,m,M)),f=0;var q=i*_+M;T.lineOffset=Math.max(M,w),p+=q,g=Math.max(q,g),++v}else p+=i,++v}var H,G=p- -17,Y=Al(o),W=Y.horizontalAlign,Z=Y.verticalAlign;(function(t,e,r,n,a,i,o,s,l){var c,u=(e-r)*a;c=i!==o?-s*n- 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n=t.charCodeAt(r+1)||null,a=t.charCodeAt(r-1)||null;e+=n&&Gn(n)&&!Us[t[r+1]]||a&&Gn(a)&&!Us[t[r-1]]||!Us[t[r]]?t[r]:Us[t[r]]}return e}(this.text)},vl.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&xl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&xl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},vl.prototype.substring=function(t,e){var r=new vl;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},vl.prototype.toString=function(){return this.text},vl.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},vl.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(ml.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},vl.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(ml.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_(\"Reached maximum number of images 6401\")}else _(\"Can't add FormattedSection with an empty image.\")},vl.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var xl={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},bl={};function _l(t,e,r,n,a,i){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*24/i+a:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+a:0}function wl(t,e,r,n){var a=Math.pow(t-e,2);return n?t<e?a/2:2*a:a+Math.abs(r)*r}function Tl(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function kl(t,e,r,n,a,i){for(var o=null,s=wl(e,r,a,i),l=0,c=n;l<c.length;l+=1){var u=c[l],h=wl(e-u.x,r,a,i)+u.badness;h<=s&&(o=u,s=h)}return{index:t,x:e,priorBreak:o,badness:s}}function Ml(t,e,r,n,a,i,o){if(\"point\"!==i)return[];if(!t)return[];for(var s,l=[],c=function(t,e,r,n,a,i){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=_l(t.getCharCode(s),l,n,a,e,i)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,a,o),u=t.text.indexOf(\"\\u200b\")>=0,h=0,f=0;f<t.length();f++){var p=t.getSection(f),d=t.getCharCode(f);if(xl[d]||(h+=_l(d,p,n,a,e,o)),f<t.length()-1){var g=!((s=d)<11904||!(Vn[\"Bopomofo Extended\"](s)||Vn.Bopomofo(s)||Vn[\"CJK Compatibility Forms\"](s)||Vn[\"CJK Compatibility Ideographs\"](s)||Vn[\"CJK Compatibility\"](s)||Vn[\"CJK Radicals Supplement\"](s)||Vn[\"CJK Strokes\"](s)||Vn[\"CJK Symbols and Punctuation\"](s)||Vn[\"CJK Unified Ideographs Extension A\"](s)||Vn[\"CJK Unified 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o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,h,f,p,d=e.left*i,g=e.right*i;\"width\"===r||\"both\"===r?(p=a[0]+d-n[3],h=a[0]+g+n[1]):h=(p=a[0]+(d+g-s.displaySize[0])/2)+s.displaySize[0];var m=e.top*i,v=e.bottom*i;return\"height\"===r||\"both\"===r?(u=a[1]+m-n[0],f=a[1]+v+n[2]):f=(u=a[1]+(m+v-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:u,right:h,bottom:f,left:p,collisionPadding:o}}bl[10]=!0,bl[32]=!0,bl[38]=!0,bl[40]=!0,bl[41]=!0,bl[43]=!0,bl[45]=!0,bl[47]=!0,bl[173]=!0,bl[183]=!0,bl[8203]=!0,bl[8208]=!0,bl[8211]=!0,bl[8231]=!0;var Cl=function(t){function e(e,r,n,a){t.call(this,e,r),this.angle=n,void 0!==a&&(this.segment=a)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.clone=function(){return new e(this.x,this.y,this.angle,this.segment)},e}(a);function Ll(t,e){var 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zl=Object.freeze({__proto__:null,getSizeData:Ll,evaluateSizeForFeature:Pl,evaluateSizeForZoom:Il,SIZE_PACK_FACTOR:128});function Ol(t,e,r,n,a){if(void 0===e.segment)return!0;for(var i=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(i),i=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],c=0;s<r/2;){var u=t[o],h=t[o+1];if(!h)return!1;var f=t[o-1].angleTo(u)-u.angleTo(h);for(f=Math.abs((f+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:f}),c+=f;s-l[0].distance>n;)c-=l.shift().angleDelta;if(c>a)return!1;o++,s+=u.dist(h)}return!0}function Dl(t){for(var e=0,r=0;r<t.length-1;r++)e+=t[r].dist(t[r+1]);return e}function Rl(t,e,r){return t?.6*e*r:0}function Fl(t,e){return Math.max(t?t.right-t.left:0,e?e.right-e.left:0)}function Bl(t,e,r,n,a,i){for(var o=Rl(r,a,i),s=Fl(r,n)*i,l=0,c=Dl(t)/2,u=0;u<t.length-1;u++){var h=t[u],f=t[u+1],p=h.dist(f);if(l+p>c){var d=(c-l)/p,g=Ue(h.x,f.x,d),m=Ue(h.y,f.y,d),v=new Cl(g,m,f.angleTo(h),u);return v._round(),!o||Ol(t,v,s,o,e)?v:void 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f=Hl(n.stretch-x,b,u,t.left),p=Gl(n.fixed-T,k,n.stretch,g),d=Hl(i.stretch-_,w,h,t.top),v=Gl(i.fixed-M,A,i.stretch,m),y=Hl(l.stretch-x,b,u,t.left),S=Gl(l.fixed-T,k,l.stretch,g),E=Hl(c.stretch-_,w,h,t.top),C=Gl(c.fixed-M,A,c.stretch,m),L=new a(f,d),P=new a(y,d),I=new a(y,E),z=new a(f,E),O=new a(p/s,v/s),D=new a(S/s,C/s),R=e*Math.PI/180;if(R){var F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];L._matMult(N),P._matMult(N),z._matMult(N),I._matMult(N)}var j=n.stretch+n.fixed,U=i.stretch+i.fixed;return{tl:L,tr:P,bl:z,br:I,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+U,w:l.stretch+l.fixed-j,h:c.stretch+c.fixed-U},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:O,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:A/s/h,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var C=ql(f,v,g),L=ql(p,y,m),P=0;P<C.length-1;P++)for(var I=C[P],z=C[P+1],O=0;O<L.length-1;O++)i.push(E(I,L[O],z,L[O+1]));else 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a(y,m),k=u*Math.PI/180;b._rotate(k),_._rotate(k),w._rotate(k),T._rotate(k),v=Math.min(b.x,_.x,w.x,T.x),y=Math.max(b.x,_.x,w.x,T.x),g=Math.min(b.y,_.y,w.y,T.y),m=Math.max(b.y,_.y,w.y,T.y)}t.emplaceBack(e.x,e.y,v,g,y,m,r,n,i)}this.boxEndIndex=t.length},Wl=function(t,e){if(void 0===t&&(t=[]),void 0===e&&(e=Zl),this.data=t,this.length=this.data.length,this.compare=e,this.length>0)for(var r=(this.length>>1)-1;r>=0;r--)this._down(r)};function Zl(t,e){return t<e?-1:t>e?1:0}function Xl(t,e,r){void 0===e&&(e=1),void 0===r&&(r=!1);for(var n=1/0,i=1/0,o=-1/0,s=-1/0,l=t[0],c=0;c<l.length;c++){var u=l[c];(!c||u.x<n)&&(n=u.x),(!c||u.y<i)&&(i=u.y),(!c||u.x>o)&&(o=u.x),(!c||u.y>s)&&(s=u.y)}var h=Math.min(o-n,s-i),f=h/2,p=new Wl([],Jl);if(0===h)return new a(n,i);for(var d=n;d<o;d+=h)for(var g=i;g<s;g+=h)p.push(new Kl(d+f,g+f,f,t));for(var m=function(t){for(var e=0,r=0,n=0,a=t[0],i=0,o=a.length,s=o-1;i<o;s=i++){var l=a[i],c=a[s],u=l.x*c.y-c.x*l.y;r+=(l.x+c.x)*u,n+=(l.y+c.y)*u,e+=3*u}return new 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k=s[m.imageName];x=k.sdf,y=1/(b=k.pixelRatio)}var M=i?[m.x+T,m.y]:[0,0],A=i?[0,0]:[m.x+T+r[0],m.y+r[1]-_],S=[0,0];w&&(S=A,A=[0,0]);var E=(m.metrics.left-y)*m.scale-T+A[0],C=(-m.metrics.top-y)*m.scale+A[1],L=E+v.w*m.scale/b,P=C+v.h*m.scale/b,I=new a(E,C),z=new a(L,C),O=new a(E,P),D=new a(L,P);if(w){var R=new a(-T,T- -17),F=-Math.PI/2,B=12-T,N=new a(22-B,-(m.imageName?B:0)),j=new(Function.prototype.bind.apply(a,[null].concat(S)));I._rotateAround(F,R)._add(N)._add(j),z._rotateAround(F,R)._add(N)._add(j),O._rotateAround(F,R)._add(N)._add(j),D._rotateAround(F,R)._add(N)._add(j)}if(c){var U=Math.sin(c),V=Math.cos(c),q=[V,-U,U,V];I._matMult(q),z._matMult(q),O._matMult(q),D._matMult(q)}var H=new a(0,0),G=new a(0,0);u.push({tl:I,tr:z,bl:O,br:D,tex:v,writingMode:e.writingMode,glyphOffset:M,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:H,pixelOffsetBR:G,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,i,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*i.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. 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Fa,this.programConfigurations=t,this.segments=new ai,this.dynamicLayoutVertexArray=new Pa,this.opacityVertexArray=new Ia,this.placedSymbolArray=new Ja};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ds.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Rs.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ic,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Dn(\"SymbolBuffers\",cc);var uc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ai,this.collisionVertexArray=new Ra};uc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Fs.members,!0)},uc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Dn(\"CollisionBuffers\",uc);var hc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=eo([]),this.placementViewportMatrix=eo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Ll(this.zoom,e[\"text-size\"]),this.iconSizeData=Ll(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),a=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==a&&void 0!==n.constantOr(1),this.sortFeaturesByY=(\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey)&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return gl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};hc.prototype.createArrays=function(){this.text=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new $a,this.lineVertexArray=new ti,this.symbolInstances=new Qa},hc.prototype.calculateGlyphDependencies=function(t,e,r,n,a){for(var i=0;i<t.length;i++)if(e[t.charCodeAt(i)]=!0,(r||n)&&a){var o=Us[t.charAt(i)];o&&(e[o.charCodeAt(0)]=!0)}},hc.prototype.populate=function(t,e,r){var n=this.layers[0],a=n.layout,i=a.get(\"text-font\"),o=a.get(\"text-field\"),s=a.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof te&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==i.value.kind||i.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=a.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var h=e.iconDependencies,f=e.glyphDependencies,p=e.availableImages,d=new aa(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Di(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Di(y));var k=void 0;if(l){var M=n.getValueAndResolveTokens(\"text-field\",T,r,p),A=te.factory(M);lc(A)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ea()||this.hasRTLText&&na.isParsed())&&(k=js(A,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ee?E:ee.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Di(y),properties:y.properties,type:ac[y.type],sortKey:C};if(this.features.push(L),S&&(h[S.name]=!0),k){var P=i.evaluate(T,{},r).join(\",\"),I=\"map\"===a.get(\"text-rotation-alignment\")&&\"point\"!==a.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(gl.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)h[D.image.name]=!0;else{var R=qn(k.toString()),F=D.fontStack||P,B=f[F]=f[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===a.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],a=0;function i(e){n.push(t[e]),a++}function o(t,e,a){var i=r[t];return delete r[t],r[e]=i,n[i].geometry[0].pop(),n[i].geometry[0]=n[i].geometry[0].concat(a[0]),i}function s(t,r,a){var i=e[r];return delete e[r],e[t]=i,n[i].geometry[0].shift(),n[i].geometry[0]=a[0].concat(n[i].geometry[0]),i}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,h),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(f,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(i(c),e[p]=a-1,r[d]=a-1)}else i(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},hc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},hc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},hc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},hc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},hc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},hc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},hc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),a=t.dist(e[t.segment]),i={},o=t.segment+1;o<e.length;o++)i[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)i[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:a},s>0&&(a+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=i[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},hc.prototype.addSymbols=function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,f,i.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===gl.vertical?Math.PI/2:0,y=i.text&&i.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,M=b.tex,A=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,C=b.minFontScaleY,L=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,z=d.vertexLength,O=L[1];oc(p,s.x,s.y,_.x,O+_.y,M.x,M.y,r,P,A.x,A.y,E,C),oc(p,s.x,s.y,w.x,O+w.y,M.x+M.w,M.y,r,P,S.x,A.y,E,C),oc(p,s.x,s.y,T.x,O+T.y,M.x,M.y+M.h,r,P,A.x,S.y,E,C),oc(p,s.x,s.y,k.x,O+k.y,M.x+M.w,M.y+M.h,r,P,S.x,S.y,E,C),sc(t.dynamicLayoutVertexArray,s,v),f.emplaceBack(z,z+1,z+2),f.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,i,i.index,{},h,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},hc.prototype._addCollisionDebugVertex=function(t,e,r,n,a,i){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,a,Math.round(i.x),Math.round(i.y))},hc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),c=l.vertexLength,u=i.layoutVertexArray,h=i.collisionVertexArray,f=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,h,o,f,p,new a(t,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,n)),this._addCollisionDebugVertex(u,h,o,f,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},hc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var a=t;a<e;a++){var i=this.collisionBoxArray.get(a);this.addCollisionDebugVertices(i.x1,i.y1,i.x2,i.y2,n?this.textCollisionBox:this.iconCollisionBox,i.anchorPoint,r)}},hc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new uc(Oa,Bs.members,qa),this.iconCollisionBox=new uc(Oa,Bs.members,qa);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},hc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,a,i,o,s,l){for(var c={},u=e;u<r;u++){var h=t.get(u);c.textBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},c.textFeatureIndex=h.featureIndex;break}for(var f=n;f<a;f++){var p=t.get(f);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=i;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},hc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},hc.prototype.hasTextData=function(){return this.text.segments.get().length>0},hc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},hc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},hc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},hc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},hc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,a=r.vertexStartIndex;a<n;a+=4)t.indexArray.emplaceBack(a,a+1,a+2),t.indexArray.emplaceBack(a+1,a+2,a+3)},hc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],a=[],i=[],o=0;o<this.symbolInstances.length;++o){i.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),a.push(s.featureIndex)}return i.sort((function(t,e){return n[t]-n[e]||a[e]-a[t]})),i},hc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},hc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var a=this.symbolInstances.get(n[r]);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Dn(\"SymbolBucket\",hc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),hc.MAX_GLYPHS=65535,hc.addDynamicAttributes=sc;var fc=new ya({\"symbol-placement\":new pa(At.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new pa(At.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new pa(At.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new da(At.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new pa(At.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new pa(At.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new pa(At.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new pa(At.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new pa(At.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new da(At.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new pa(At.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new pa(At.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new da(At.layout_symbol[\"icon-image\"]),\"icon-rotate\":new da(At.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new pa(At.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new pa(At.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new da(At.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new da(At.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new pa(At.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new pa(At.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new pa(At.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new da(At.layout_symbol[\"text-field\"]),\"text-font\":new da(At.layout_symbol[\"text-font\"]),\"text-size\":new da(At.layout_symbol[\"text-size\"]),\"text-max-width\":new da(At.layout_symbol[\"text-max-width\"]),\"text-line-height\":new pa(At.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new da(At.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new da(At.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new da(At.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new pa(At.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new da(At.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new pa(At.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new pa(At.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new da(At.layout_symbol[\"text-rotate\"]),\"text-padding\":new pa(At.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new pa(At.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new da(At.layout_symbol[\"text-transform\"]),\"text-offset\":new da(At.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new pa(At.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new pa(At.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new pa(At.layout_symbol[\"text-optional\"])}),pc={paint:new ya({\"icon-opacity\":new da(At.paint_symbol[\"icon-opacity\"]),\"icon-color\":new da(At.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new da(At.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new da(At.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new da(At.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new pa(At.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new pa(At.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new da(At.paint_symbol[\"text-opacity\"]),\"text-color\":new da(At.paint_symbol[\"text-color\"],{runtimeType:Bt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new da(At.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new da(At.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new da(At.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new pa(At.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new pa(At.paint_symbol[\"text-translate-anchor\"])}),layout:fc},dc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ot,this.defaultValue=t};dc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},dc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},dc.prototype.outputDefined=function(){return!1},dc.prototype.serialize=function(){return null},Dn(\"FormatSectionOverride\",dc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,pc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(this.layout._values[\"icon-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(this.layout._values[\"text-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var a=[],i=0,o=n;i<o.length;i+=1){var s=o[i];a.indexOf(s)<0&&a.push(s)}this.layout._values[\"text-writing-mode\"]=a}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var a=this.layout.get(t).evaluate(e,{},r,n),i=this._unevaluatedLayout._values[t];return i.isDataDriven()||Vr(i.value)||!a?a:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,a)},e.prototype.createBucket=function(t){return new hc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=pc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var a,i=this.paint.get(n),o=new dc(i),s=new Ur(o,i.property.specification);a=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Hr(\"source\",s):new Gr(\"composite\",s,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new ha(i.property,a,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=pc.paint.properties[e],a=!1,i=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n.overrides&&n.overrides.hasOverride(r[e]))return void(a=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof te)i(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){a||(t instanceof oe&&ae(t.value)===Vt?i(t.value.sections):t instanceof ue?i(t.sections):t.eachChild(o))},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return a},e}(xa),mc={paint:new ya({\"background-color\":new pa(At.paint_background[\"background-color\"]),\"background-pattern\":new ma(At.paint_background[\"background-pattern\"]),\"background-opacity\":new pa(At.paint_background[\"background-opacity\"])})},vc=function(t){function e(e){t.call(this,e,mc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),yc={paint:new ya({\"raster-opacity\":new pa(At.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new pa(At.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new pa(At.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new pa(At.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new pa(At.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new pa(At.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new pa(At.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new pa(At.paint_raster[\"raster-fade-duration\"])})},xc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),bc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(xa),_c={circle:oo,heatmap:vo,hillshade:xo,fill:is,\"fill-extrusion\":ws,line:zs,symbol:gc,background:vc,raster:xc},wc=self.HTMLImageElement,Tc=self.HTMLCanvasElement,kc=self.HTMLVideoElement,Mc=self.ImageData,Ac=self.ImageBitmap,Sc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Sc.prototype.update=function(t,e,r){var n=t.width,a=t.height,i=!(this.size&&this.size[0]===n&&this.size[1]===a||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),i)this.size=[n,a],t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,a,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,a,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Sc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Sc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Sc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ec=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Ec.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Ec.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Ec(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Lc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,a){var i=this;void 0===a&&(a=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:a,sourceMapId:this.mapId,data:Nn(e,s)},s),{cancel:function(){r&&delete i.callbacks[o],i.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:i.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(jn(e.error)):n(null,jn(e.data)))}else{var a=!1,i=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){a=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Nn(e):null,data:Nn(n,i)},i)}:function(t){a=!0},s=null,l=jn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!a&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Pc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Pc.prototype.setNorthEast=function(t){return this._ne=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.setSouthWest=function(t){return this._sw=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.extend=function(t){var e,r,n=this._sw,a=this._ne;if(t instanceof Ic)e=t,r=t;else{if(!(t instanceof Pc))return Array.isArray(t)?4===t.length||t.every(Array.isArray)?this.extend(Pc.convert(t)):this.extend(Ic.convert(t)):this;if(r=t._ne,!(e=t._sw)||!r)return this}return n||a?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new Ic(e.lng,e.lat),this._ne=new Ic(r.lng,r.lat)),this},Pc.prototype.getCenter=function(){return new Ic((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Pc.prototype.getSouthWest=function(){return this._sw},Pc.prototype.getNorthEast=function(){return this._ne},Pc.prototype.getNorthWest=function(){return new Ic(this.getWest(),this.getNorth())},Pc.prototype.getSouthEast=function(){return new Ic(this.getEast(),this.getSouth())},Pc.prototype.getWest=function(){return this._sw.lng},Pc.prototype.getSouth=function(){return this._sw.lat},Pc.prototype.getEast=function(){return this._ne.lng},Pc.prototype.getNorth=function(){return this._ne.lat},Pc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Pc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Pc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Pc.prototype.contains=function(t){var e=Ic.convert(t),r=e.lng,n=e.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),this._sw.lat<=n&&n<=this._ne.lat&&a},Pc.convert=function(t){return!t||t instanceof Pc?t:new Pc(t)};var Ic=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ic.prototype.wrap=function(){return new Ic(c(this.lng,-180,180),this.lat)},Ic.prototype.toArray=function(){return[this.lng,this.lat]},Ic.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ic.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,a=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(a,1))},Ic.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Pc(new Ic(this.lng-r,this.lat-e),new Ic(this.lng+r,this.lat+e))},Ic.convert=function(t){if(t instanceof Ic)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ic(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ic(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var zc=2*Math.PI*6371008.8;function Oc(t){return zc*Math.cos(t*Math.PI/180)}function Dc(t){return(180+t)/360}function Rc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Fc(t,e){return t/Oc(e)}function Bc(t){return 360/Math.PI*Math.atan(Math.exp((180-360*t)*Math.PI/180))-90}var Nc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Nc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ic.convert(t);return new Nc(Dc(r.lng),Rc(r.lat),Fc(e,r.lat))},Nc.prototype.toLngLat=function(){return new Ic(360*this.x-180,Bc(this.y))},Nc.prototype.toAltitude=function(){return this.z*Oc(Bc(this.y))},Nc.prototype.meterInMercatorCoordinateUnits=function(){return 1/zc*(t=Bc(this.y),1/Math.cos(t*Math.PI/180));var t};var jc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=qc(0,t,t,e,r)};jc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},jc.prototype.url=function(t,e){var r,n,a,i,o,s=(n=this.y,a=this.z,i=Lc(256*(r=this.x),256*(n=Math.pow(2,a)-n-1),a),o=Lc(256*(r+1),256*(n+1),a),i[0]+\",\"+i[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,a=\"\",i=t;i>0;i--)a+=(e&(n=1<<i-1)?1:0)+(r&n?2:0);return a}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},jc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},jc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Uc=function(t,e){this.wrap=t,this.canonical=e,this.key=qc(t,e.z,e.z,e.x,e.y)},Vc=function(t,e,r,n,a){this.overscaledZ=t,this.wrap=e,this.canonical=new jc(r,+n,+a),this.key=qc(e,t,r,n,a)};function qc(t,e,r,n,a){(t*=2)<0&&(t=-1*t-1);var i=1<<r;return(i*i*t+i*a+n).toString(36)+r.toString(36)+e.toString(36)}Vc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Vc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Vc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Vc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Vc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?qc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):qc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Vc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Vc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Vc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Vc(e,this.wrap,e,r,n),new Vc(e,this.wrap,e,r+1,n),new Vc(e,this.wrap,e,r,n+1),new Vc(e,this.wrap,e,r+1,n+1)]},Vc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Vc.prototype.wrapped=function(){return new Vc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.unwrapTo=function(t){return new Vc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Vc.prototype.toUnwrapped=function(){return new Uc(this.wrap,this.canonical)},Vc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Vc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Nc(t.x-this.wrap,t.y))},Dn(\"CanonicalTileID\",jc),Dn(\"OverscaledTileID\",Vc,{omit:[\"posMatrix\"]});var Hc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var a=0;a<n;a++)this.data[this._idx(-1,a)]=this.data[this._idx(0,a)],this.data[this._idx(n,a)]=this.data[this._idx(n-1,a)],this.data[this._idx(a,-1)]=this.data[this._idx(a,0)],this.data[this._idx(a,n)]=this.data[this._idx(a,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Hc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Hc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Hc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Hc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Hc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Hc.prototype.getPixels=function(){return new po({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Hc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,a=e*this.dim+this.dim,i=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=a-1;break;case 1:a=n+1}switch(r){case-1:i=o-1;break;case 1:o=i+1}for(var s=-e*this.dim,l=-r*this.dim,c=i;c<o;c++)for(var u=n;u<a;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Dn(\"DEMData\",Hc);var Gc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Gc.prototype.encode=function(t){return this._stringToNumber[t]},Gc.prototype.decode=function(t){return this._numberToString[t]};var Yc=function(t,e,r,n,a){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=a},Wc={geometry:{configurable:!0}};Wc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Wc.geometry.set=function(t){this._geometry=t},Yc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yc.prototype,Wc);var Zc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Zc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var a in this.deletedStates[t]={},this.state[t])a!==n&&(this.deletedStates[t][a]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var i in this.deletedStates[t][n]={},this.state[t][n])r[i]||(this.deletedStates[t][n][i]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Zc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Zc.prototype.getState=function(t,e){var r=String(e),n=u({},(this.state[t]||{})[r],(this.stateChanges[t]||{})[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var a=this.deletedStates[t][e];if(null===a)return{};for(var i in a)delete n[i]}return n},Zc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Zc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var a={};for(var i in this.stateChanges[n])this.state[n][i]||(this.state[n][i]={}),u(this.state[n][i],this.stateChanges[n][i]),a[i]=this.state[n][i];r[n]=a}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var h=0,f=Object.keys(this.deletedStates[o][c]);h<f.length;h+=1)delete this.state[o][c][f[h]];s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var p in t)t[p].setFeatureState(r,e)};var Xc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Ln(8192,16,0),this.grid3D=new Ln(8192,16,0),this.featureIndexArray=new ri,this.promoteId=e};function Jc(t,e,r,n,a){return v(t,(function(t,i){var o=e instanceof fa?e.get(i):null;return o&&o.evaluate?o.evaluate(r,n,a):o}))}function Kc(t){for(var e=1/0,r=1/0,n=-1/0,a=-1/0,i=0,o=t;i<o.length;i+=1){var s=o[i];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),a=Math.max(a,s.y)}return{minX:e,minY:r,maxX:n,maxY:a}}function Qc(t,e){return e-t}Xc.prototype.insert=function(t,e,r,n,a,i){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,a);for(var s=i?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Xc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new gs.VectorTile(new Hs(this.rawTileData)).layers,this.sourceLayerCoder=new Gc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Xc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=rn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,h=Kc(c),f=this.grid.query(h.minX-u,h.minY-u,h.maxX+u,h.maxY+u),p=Kc(t.cameraQueryGeometry),d=0,g=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(Wi(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(Zi(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,i+u)}));d<g.length;d+=1)f.push(g[d]);f.sort(Qc);for(var m,v={},y=function(a){var u=f[a];if(u!==m){m=u;var h=i.featureIndexArray.get(u),p=null;i.loadMatchingFeature(v,h.bucketIndex,h.sourceLayerIndex,h.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Di(e)),r.queryIntersectsFeature(c,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},x=0;x<f.length;x++)y(x);return v},Xc.prototype.loadMatchingFeature=function(t,e,r,n,a,i,o,s,l,c,u){var h=this.bucketLayerIDs[e];if(!i||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(i,h)){var f=this.sourceLayerCoder.decode(r),p=this.vtLayers[f].feature(n);if(a.filter(new aa(this.tileID.overscaledZ),p))for(var d=this.getId(p,f),g=0;g<h.length;g++){var m=h[g];if(!(i&&i.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=Jc(x.paint,v.paint,p,y,o),x.layout=Jc(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new Yc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Xc.prototype.lookupSymbolFeatures=function(t,e,r,n,a,i,o,s){var l={};this.loadVTLayers();for(var c=rn(a),u=0,h=t;u<h.length;u+=1)this.loadMatchingFeature(l,r,n,h[u],c,i,o,s,e);return l},Xc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,a=r[e];n<a.length;n+=1)if(t===a[n])return!0;return!1},Xc.prototype.getId=function(t,e){var r=t.id;return this.promoteId&&\"boolean\"==typeof(r=t.properties[\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e]])&&(r=Number(r)),r},Dn(\"FeatureIndex\",Xc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var $c=function(t,e){this.tileID=t,this.uid=f(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};$c.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},$c.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},$c.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=i[a],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1)r[s[o].id]=t}},a=0,i=t;a<i.length;a+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var a=this.buckets[n];if(a instanceof hc){if(this.hasSymbolBuckets=!0,!r)break;a.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var i in this.buckets){var o=this.buckets[i];if(o instanceof hc&&o.hasRTLText){this.hasRTLText=!0,na.isLoading()||na.isLoaded()||\"deferred\"!==ea()||ra();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Za},$c.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},$c.prototype.getBucket=function(t){return this.buckets[t.id]},$c.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Sc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Sc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},$c.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},$c.prototype.queryRenderedFeatures=function(t,e,r,n,a,i,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:a,scale:i,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},$c.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),a=e?e.sourceLayer:\"\",i=n._geojsonTileLayer||n[a];if(i)for(var o=rn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,h={z:l,x:c,y:u},f=0;f<i.length;f++){var p=i.feature(f);if(o.filter(new aa(this.tileID.overscaledZ),p)){var d=r.getId(p,a),g=new Yc(p,l,c,u,d);g.tile=h,t.push(g)}}}},$c.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},$c.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},$c.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),a=!1;if(this.expirationTime>n)a=!1;else if(e)if(this.expirationTime<e)a=!0;else{var i=this.expirationTime-e;i?this.expirationTime=n+Math.max(i,3e4):a=!0}else a=!0;a?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},$c.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},$c.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var a=this.buckets[n],i=a.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[i],s=t[i];if(o&&s&&0!==Object.keys(s).length){a.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&l.paint&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(a)))}}}},$c.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},$c.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},$c.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},$c.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},$c.prototype.setDependencies=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1)r[a[n]]=!0;this.dependencies[t]=r},$c.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var a=this.dependencies[n[r]];if(a)for(var i=0,o=e;i<o.length;i+=1)if(a[o[i]])return!0}return!1};var tu=self.performance,eu=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},tu.mark(this._marks.start)};eu.prototype.finish=function(){tu.mark(this._marks.end);var t=tu.getEntriesByName(this._marks.measure);return 0===t.length&&(tu.measure(this._marks.measure,this._marks.start,this._marks.end),t=tu.getEntriesByName(this._marks.measure),tu.clearMarks(this._marks.start),tu.clearMarks(this._marks.end),tu.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=fo,t.CanonicalTileID=jc,t.CollisionBoxArray=Za,t.Color=Kt,t.DEMData=Hc,t.DataConstantProperty=pa,t.DictionaryCoder=Gc,t.EXTENT=8192,t.ErrorEvent=kt,t.EvaluationParameters=aa,t.Event=Tt,t.Evented=Mt,t.FeatureIndex=Xc,t.FillBucket=rs,t.FillExtrusionBucket=xs,t.ImageAtlas=dl,t.ImagePosition=fl,t.LineBucket=Cs,t.LngLat=Ic,t.LngLatBounds=Pc,t.MercatorCoordinate=Nc,t.ONE_EM=24,t.OverscaledTileID=Vc,t.Point=a,t.Point$1=a,t.Properties=ya,t.Protobuf=Hs,t.RGBAImage=po,t.RequestManager=q,t.RequestPerformance=eu,t.ResourceType=ft,t.SegmentVector=ai,t.SourceFeatureState=Zc,t.StructArrayLayout1ui2=Ha,t.StructArrayLayout2f1f2i16=Da,t.StructArrayLayout2i4=Ma,t.StructArrayLayout3ui6=Fa,t.StructArrayLayout4i8=Aa,t.SymbolBucket=hc,t.Texture=Sc,t.Tile=$c,t.Transitionable=sa,t.Uniform1f=vi,t.Uniform1i=mi,t.Uniform2f=yi,t.Uniform3f=xi,t.Uniform4f=bi,t.UniformColor=_i,t.UniformMatrix4f=Ti,t.UnwrappedTileID=Uc,t.ValidationError=St,t.WritingMode=gl,t.ZoomHistory=Un,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=sc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,a=new Array(t.length),i=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(i=t),a[o]=e,0==--n&&r(i,a)}))}))},t.bezier=o,t.bindAll=g,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ut>ot&&(t.getActor().send(\"enforceCacheSizeLimit\",it),ut=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete(\"mapbox-tiles\");t&&e.catch(t).then((function(){return t()}))},t.clipLine=jl,t.clone=function(t){var e=new to(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new to(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ns,t.config=F,t.create=function(){var t=new to(16);return 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r}function ht(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function ft(t,e){if(t.transformed)return t;var r,n,a,i=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(pt(c[n],c[n+1],e,i,o,s));else for(n=0;n<c.length;n++){var h=[];for(a=0;a<c[n].length;a+=2)h.push(pt(c[n][a],c[n][a+1],e,i,o,s));l.geometry.push(h)}}return t.transformed=!0,t}function pt(t,e,r,n,a,i){return[Math.round(r*(t*n-a)),Math.round(r*(e*n-i))]}function dt(t,e,r,n,a){for(var i=e===a.maxZoom?0:a.tolerance/((1<<e)*a.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,gt(o,t[s],i,a);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,h=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),h>o.maxY&&(o.maxY=h)}return o}function gt(t,e,r,n){var a=e.geometry,i=e.type,o=[];if(\"Point\"===i||\"MultiPoint\"===i)for(var s=0;s<a.length;s+=3)o.push(a[s]),o.push(a[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===i)mt(o,a,t,r,!1,!1);else if(\"MultiLineString\"===i||\"Polygon\"===i)for(s=0;s<a.length;s++)mt(o,a[s],t,r,\"Polygon\"===i,0===s);else if(\"MultiPolygon\"===i)for(var l=0;l<a.length;l++){var c=a[l];for(s=0;s<c.length;s++)mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===i&&n.lineMetrics){for(var h in u={},e.tags)u[h]=e.tags[h];u.mapbox_clip_start=a.start/a.size,u.mapbox_clip_end=a.end/a.size}var f={geometry:o,type:\"Polygon\"===i||\"MultiPolygon\"===i?3:\"LineString\"===i||\"MultiLineString\"===i?2:1,tags:u};null!==e.id&&(f.id=e.id),t.features.push(f)}}function mt(t,e,r,n,a,i){var o=n*n;if(n>0&&e.size<(a?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;a&&function(t,e){for(var r=0,n=0,a=t.length,i=a-2;n<a;i=n,n+=2)r+=(t[n]-t[i])*(t[n+1]+t[i+1]);if(r>0===e)for(n=0,a=t.length;n<a/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[a-2-n],t[n+1]=t[a-1-n],t[a-2-n]=o,t[a-1-n]=s}}(s,i),t.push(s)}}function vt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)J(r,t.features[n],e,n);else J(r,\"Feature\"===t.type?t:{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,a=rt(t,1,-1-r,r,0,-1,2,e),i=rt(t,1,1-r,2+r,0,-1,2,e);return(a||i)&&(n=rt(t,1,-r,1+r,0,-1,2,e)||[],a&&(n=ut(a,1).concat(n)),i&&(n=n.concat(ut(i,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function xt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var a=new g(n.features),i=b(a);0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),e(null,{vectorTile:a,rawData:i.buffer})}F.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,a=e.maxZoom,i=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(N(t[l],l));this.trees[a+1]=new D(s,G,Y,i,Float32Array),r&&console.timeEnd(o);for(var c=a;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new D(s,G,Y,i,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},F.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),a=180===t[2]?180:((t[2]+180)%360+360)%360-180,i=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,a=180;else if(r>a){var o=this.getClusters([r,n,180,i],e),s=this.getClusters([-180,n,a,i],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(V(r),q(i),V(a),q(n));u<h.length;u+=1){var f=l.points[h[u]];c.push(f.numPoints?j(f):this.points[f.index])}return c},F.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",a=this.trees[r];if(!a)throw new Error(n);var i=a.points[e];if(!i)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=a.within(i.x,i.y,o);l<c.length;l+=1){var u=a.points[c[l]];u.parentId===t&&s.push(u.numPoints?j(u):this.points[u.index])}if(0===s.length)throw new Error(n);return s},F.prototype.getLeaves=function(t,e,r){var n=[];return this._appendLeaves(n,t,e=e||10,r=r||0,0),n},F.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],a=Math.pow(2,t),i=this.options,o=i.radius/i.extent,s=(r-o)/a,l=(r+1+o)/a,c={features:[]};return this._addTileFeatures(n.range((e-o)/a,s,(e+1+o)/a,l),n.points,e,r,a,c),0===e&&this._addTileFeatures(n.range(1-o/a,s,1,l),n.points,a,r,a,c),e===a-1&&this._addTileFeatures(n.range(0,s,o/a,l),n.points,-1,r,a,c),c.features.length?c:null},F.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},F.prototype._appendLeaves=function(t,e,r,n,a){for(var i=0,o=this.getChildren(e);i<o.length;i+=1){var s=o[i],l=s.properties;if(l&&l.cluster?a+l.point_count<=n?a+=l.point_count:a=this._appendLeaves(t,l.cluster_id,r,n,a):a<n?a++:t.push(s),t.length===r)break}return a},F.prototype._addTileFeatures=function(t,e,r,n,a,i){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*a-r)),Math.round(this.options.extent*(l.y*a-n))]],tags:c?U(l):this.points[l.index].properties},h=void 0;c?h=l.id:this.options.generateId?h=l.index:this.points[l.index].id&&(h=this.points[l.index].id),void 0!==h&&(u.id=h),i.features.push(u)}},F.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},F.prototype._cluster=function(t,e){for(var r=[],n=this.options,a=n.reduce,i=n.radius/(n.extent*Math.pow(2,e)),o=0;o<t.length;o++){var s=t[o];if(!(s.zoom<=e)){s.zoom=e;for(var l=this.trees[e+1],c=l.within(s.x,s.y,i),u=s.numPoints||1,h=s.x*u,f=s.y*u,p=a&&u>1?this._map(s,!0):null,d=(o<<5)+(e+1)+this.points.length,g=0,m=c;g<m.length;g+=1){var v=l.points[m[g]];if(!(v.zoom<=e)){v.zoom=e;var y=v.numPoints||1;h+=v.x*y,f+=v.y*y,u+=y,v.parentId=d,a&&(p||(p=this._map(s,!0)),a(p,this._map(v)))}}1===u?r.push(s):(s.parentId=d,r.push(B(h/u,f/u,d,u,p)))}}return r},F.prototype._getOriginId=function(t){return t-this.points.length>>5},F.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},F.prototype._map=function(t,e){if(t.numPoints)return e?H({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?H({},n):n},vt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},vt.prototype.splitTile=function(t,e,r,n,a,i,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=yt(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=dt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,a){if(e===l.maxZoom||e===a)continue;var d=1<<a-e;if(r!==Math.floor(i/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=rt(t,u,r-_,r+T,0,f.minX,f.maxX,l),b=rt(t,u,r+w,r+k,0,f.minX,f.maxX,l),t=null,x&&(g=rt(x,u,n-_,n+T,1,f.minY,f.maxY,l),m=rt(x,u,n+w,n+k,1,f.minY,f.maxY,l),x=null),b&&(v=rt(b,u,n-_,n+T,1,f.minY,f.maxY,l),y=rt(b,u,n+w,n+k,1,f.minY,f.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},vt.prototype.getTile=function(t,e,r){var n=this.options,a=n.extent,i=n.debug;if(t<0||t>24)return null;var o=1<<t,s=yt(t,e=(e%o+o)%o,r);if(this.tiles[s])return ft(this.tiles[s],a);i>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[yt(c,u,h)];return l&&l.source?(i>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),i>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),i>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ft(this.tiles[s],a):null):null};var bt=function(e){function r(t,r,n,a){e.call(this,t,r,n,xt),a&&(this.loadGeoJSON=a)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var a=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(i,o){if(i||!o)return r(i);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){var n,a=e&&e.type;if(\"FeatureCollection\"===a)for(n=0;n<e.features.length;n++)t(e.features[n],r);else if(\"GeometryCollection\"===a)for(n=0;n<e.geometries.length;n++)t(e.geometries[n],r);else if(\"Feature\"===a)t(e.geometry,r);else if(\"Polygon\"===a)h(e.coordinates,r);else if(\"MultiPolygon\"===a)for(n=0;n<e.coordinates.length;n++)h(e.coordinates[n],r);return e}(o,!0);try{e._geoJSONIndex=n.cluster?new F(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var a={},i={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var h=u[c],f=n[h],p=f[0],d=t.createExpression(f[1]),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",h]]:p);a[h]=d.value,i[h]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var i=n[r];e[i]=a[i].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var a=n[r];o.accumulated=t[a],t[a]=i[a].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new vt(t,e)}(o,n.geojsonVtOptions)}catch(i){return r(i)}e.loaded={};var s={};if(a){var l=a.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded;return n&&n[t.uid]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l),_t=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:bt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return _t.prototype.setReferrer=function(t,e){this.referrer=e},_t.prototype.setImages=function(t,e,r){this.availableImages[t]=e,r()},_t.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},_t.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},_t.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},_t.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},_t.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},_t.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},_t.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},_t.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},_t.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},_t.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},_t.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var a=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=a){this.self.importScripts(a);var i=t.plugin.isParsed();n(i?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+a),i)}}catch(t){n(t.toString())}},_t.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},_t.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},_t.prototype.getWorkerSource=function(t,e,r){var n=this;return this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),this.workerSources[t][e][r]||(this.workerSources[t][e][r]=new this.workerSourceTypes[e]({send:function(e,r,a){n.actor.send(e,r,a,t)}},this.getLayerIndex(t),this.getAvailableImages(t))),this.workerSources[t][e][r]},_t.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new u),this.demWorkerSources[t][e]},_t.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new _t(t.window)),_t})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"==typeof window||\"undefined\"==typeof document?\"not a browser\":Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray?Function.prototype&&Function.prototype.bind?Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions?\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON?function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()?\"Uint8ClampedArray\"in window?ArrayBuffer.isView?function(){var t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(void 0===n[r=t&&t.failIfMajorPerformanceCaveat]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient Uint8ClampedArray support\":\"insufficient worker support\":\"insufficient JSON support\":\"insufficient Object support\":\"insufficient Function support\":\"insufficent Array support\";var r}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var a=t.window.document.createElement(e);return void 0!==r&&(a.className=r),n&&n.appendChild(a),a},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function a(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var i,o=a([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(i=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=i)};var s=a([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),t.addEventListener(e,r,\"passive\"in n&&l?n:n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),t.removeEventListener(e,r,\"passive\"in n&&l?n:n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function h(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),a=[],i=0;i<r.length;i++)a.push(new t.Point(r[i].clientX-n.left-e.clientLeft,r[i].clientY-n.top-e.clientTop));return a},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var f=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e];this._notify(n.ids,n.callback)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,a=t;n<a.length;n+=1){var i=a[n];if(i[0]<r||i[1]<i[0]||e<i[1])return!1;r=i[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){e.version=this.images[t].version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,a=t;n<a.length;n+=1)this.images[a[n]]||(r=!1);this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var a={w:n.data.width+2,h:n.data.height+2,x:0,y:0},i=new t.ImagePosition(a,n);this.patterns[e]={bin:a,position:i}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),a=n.w,i=n.h,o=this.atlasImage;for(var s in o.resize({width:a||1,height:i||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var a=this.images[n];h(a)&&this.updateImage(n,a)}}},r}(t.Evented),p=m,d=m,g=1e20;function m(t,e,r,n,a,i){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=a||\"sans-serif\",this.fontWeight=i||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,a,i,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,a,i,o,r),l=0;l<r;l++)t[l*e+s]=a[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,a,i,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(a[s])}}function y(t,e,r,n,a){r[0]=0,n[0]=-g,n[1]=+g;for(var i=1,o=0;i<a;i++){for(var s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);s<=n[o];)o--,s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);r[++o]=i,n[o]=s,n[o+1]=+g}for(i=0,o=0;i<a;i++){for(;n[o+1]<i;)o++;e[i]=(i-r[o])*(i-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var a=e.data[4*n+3]/255;this.gridOuter[n]=1===a?0:0===a?g:Math.pow(Math.max(0,.5-a),2),this.gridInner[n]=1===a?g:0===a?0:Math.pow(Math.max(0,a-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++)r[n]=Math.max(0,Math.min(255,Math.round(255-255*((this.gridOuter[n]-this.gridInner[n])/this.radius+this.cutoff))));return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,a=[];for(var i in e)for(var o=0,s=e[i];o<s.length;o+=1)a.push({stack:i,id:s[o]});t.asyncAll(a,(function(t,e){var r=t.stack,a=t.id,i=n.entries[r];i||(i=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=i.glyphs[a];if(void 0===o){if(o=n._tinySDF(i,r,a))return i.glyphs[a]=o,void e(null,{stack:r,id:a,glyph:o});var s=Math.floor(a/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(i.ranges[s])e(null,{stack:r,id:a,glyph:o});else{var l=i.requests[s];l||(l=i.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(i.glyphs[+r]=e[+r]);i.ranges[s]=!0}for(var a=0,o=l;a<o.length;a+=1)(0,o[a])(t,e);delete i.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:a,glyph:n[a]||null})}))}}else e(null,{stack:r,id:a,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var a=this.localIdeographFontFamily;if(a&&this._doesCharSupportLocalGlyph(n)){var i=e.tinySDF;if(!i){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),i=e.tinySDF=new x.TinySDF(24,3,8,.25,a,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},i.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,a,i){var o=256*r,s=o+255,l=a.transformRequest(a.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)i(e);else if(r){for(var n={},a=0,o=t.parseGlyphPBF(r);a<o.length;a+=1){var s=o[a];n[s.id]=s}i(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var a=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),a):this._transitionable.setValue(n,a)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],a=t.length%2==1?-t[t.length-1]*r:0,i=t[0]*r,o=!0;n.push({left:a,right:i,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){var c=t[l];n.push({left:a=s*r,right:i=(s+=c)*r,isDash:o=!o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,a=-r;a<=r;a++)for(var i=this.width*(this.nextRow+r+a),o=0,s=t[o],l=0;l<this.width;l++){l/s.right>1&&(s=t[++o]);var c=Math.abs(l-s.left),u=Math.abs(l-s.right),h=Math.min(c,u),f=void 0,p=a/r*(n+1);if(s.isDash){var d=n-Math.abs(p);f=Math.sqrt(h*h+d*d)}else f=n-Math.sqrt(h*h+p*p);this.data[i+l]=Math.max(0,Math.min(255,f+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var a=t[0],i=t[t.length-1];a.isDash===i.isDash&&(a.left=i.left-this.width,i.right=a.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),h=Math.abs(c-l.right),f=Math.min(u,h);this.data[o+c]=Math.max(0,Math.min(255,(l.isDash?f:-f)+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,a=2*n+1;if(this.nextRow+a>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var i=0,o=0;o<e.length;o++)i+=e[o];if(0!==i){var s=this.width/i,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:i};return this.nextRow+=a,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var a=this.workerPool.acquire(this.id),i=0;i<a.length;i++){var o=new e.Actor(a[i],n,this.id);o.name=\"Worker \"+i,this.actors.push(o)}};function M(e,r,n){var a=function(a,i){if(a)return n(a);if(i){var o=t.pick(t.extend(i,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);i.vector_layers&&(o.vectorLayers=i.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),a):t.browser.frame((function(){return a(null,e)}))}k.prototype.broadcast=function(e,r,n){t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n=n||function(){})},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),a=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),i=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<i&&e.y>=a&&e.y<o};var S=function(e){function r(r,n,a,i){if(e.call(this),this.id=r,this.dispatcher=a,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),a={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function i(n,a){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(a&&a.resourceTiming&&(e.resourceTiming=a.resourceTiming),this.map._refreshExpiredTiles&&a&&e.setExpiryData(a),e.loadVectorData(a,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}a.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",a,i.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",a,i.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.dispatcher=a,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,a=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(a,t.ResourceType.Tile),(function(a,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(a)e.state=\"errored\",r(a);else if(i){n.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(i.width),e.texture?e.texture.update(i,{useMipmap:!0}):(e.texture=new t.Texture(o,i,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function a(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(i){this.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=t.window.ImageBitmap&&i instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?i:t.browser.getImageData(i,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,a.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),a=(r.x-1+n)%n,i=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),L=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=a.getActor(),this.setEventedParent(i),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),a=this._data;\"string\"==typeof a?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(a),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(a),this.actor.send(this.type+\".loadData\",n,(function(t,a){r._removed||a&&a.abandoned||(r._loaded=!0,a&&a.resourceTiming&&a.resourceTiming[r.id]&&(r._resourceTiming=a.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,a=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor,e.request=this.actor.send(a,{type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId},(function(t,i){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(i,n.map.painter,\"reloadTile\"===a),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,a){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(a),this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(a,i){n._loaded=!0,a?n.fire(new t.ErrorEvent(a)):i&&(n.image=i,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,a=-1/0,i=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),a=Math.max(a,l.x),i=Math.max(i,l.y)}var c=Math.max(a-r,i-n),u=Math.max(0,Math.floor(-Math.log(c)/Math.LN2)),h=Math.pow(2,u);return new t.CanonicalTileID(u,Math.floor((r+a)/2*h),Math.floor((n+i)/2*h))}(n),this.minzoom=this.maxzoom=this.tileID.z;var a=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(a[0].x,a[0].y,0,0),this._boundsArray.emplaceBack(a[1].x,a[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(a[3].x,a[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(a[2].x,a[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),z=function(e){function r(t,r,n,a){e.call(this,t,r,n,a),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,a=r.urls;n<a.length;n+=1)this.urls.push(this.map._requestManager.transformRequest(a[n],t.ResourceType.Source).url);t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),O=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var a in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var i=this.tiles[a];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),D={vector:S,raster:E,\"raster-dem\":C,geojson:L,video:z,image:I,canvas:O};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,a,i){var o=function(t,e,r){if(t)for(var n=0,a=t;n<a.length;n+=1){var i=e[a[n]];if(i&&i.source===r&&\"fill-extrusion\"===i.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(a&&a.layers,e,t.id),s=i.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,h=l;u<h.length;u+=1){var f=h[u];c.push({wrappedTileID:f.tileID.wrapped().key,queryResults:f.tile.queryRenderedFeatures(e,r,t._state,f.queryGeometry,f.cameraQueryGeometry,f.scale,a,i,s,R(t.transform,f.tileID))})}var p=function(t){for(var e={},r={},n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.queryResults,s=i.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],h=l[c]=l[c]||{},f=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var g=d[p];h[g.featureIndex]||(h[g.featureIndex]=!0,f.push(g))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,a=t.wrapped().key;void 0===this.data[a]&&(this.data[a]=[]);var i={value:e,timeout:void 0};if(void 0!==r&&(i.timeout=setTimeout((function(){n.remove(t,i)}),r)),this.data[a].push(i),this.order.push(a),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),a=this.data[r][n];return this.data[r].splice(n,1),a.timeout&&clearTimeout(a.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(a.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,a=this.data[r];n<a.length;n+=1){var i=a[n];t(i.value)||e.push(i)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var a=t.gl;this.buffer=a.createBuffer(),t.bindVertexBuffer.set(this.buffer),a.bufferData(a.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?a.DYNAMIC_DRAW:a.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=e.attributes[this.attributes[r].name];void 0!==n&&t.enableVertexAttribArray(n)}},V.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var a=this.attributes[n],i=e.attributes[a.name];void 0!==i&&t.vertexAttribPointer(i,a.components,t[U[a.type]],!1,this.itemSize,a.offset+this.itemSize*(r||0))}},V.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var H=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),G=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return{func:this.gl.ALWAYS,ref:0,mask:255}},e.prototype.set=function(t){var e=this.current;(t.func!==e.func||t.ref!==e.ref||t.mask!==e.mask||this.dirty)&&(this.gl.stencilFunc(t.func,t.ref,t.mask),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[t.KEEP,t.KEEP,t.KEEP]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||this.dirty)&&(this.gl.stencilOp(t[0],t[1],t[2]),this.current=t,this.dirty=!1)},e}(q),Q=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.STENCIL_TEST):e.disable(e.STENCIL_TEST),this.current=t,this.dirty=!1}},e}(q),$=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[0,1]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.depthRange(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.DEPTH_TEST):e.disable(e.DEPTH_TEST),this.current=t,this.dirty=!1}},e}(q),et=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 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e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}},e}(q),gt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindBuffer(e.ARRAY_BUFFER,t),this.current=t,this.dirty=!1}},e}(q),mt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){var e=this.gl;e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,t),this.current=t,this.dirty=!1},e}(q),vt=function(t){function e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function 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t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,a,i){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=a,this.pass=i};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Ct=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new Z(this),this.stencilMask=new X(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new at(this),this.blendEquation=new it(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ht(this),this.bindFramebuffer=new ft(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Ct.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Ct.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Ct.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Ct.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Ct.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,a=n.createRenderbuffer();return this.bindRenderbuffer.set(a),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),a},Ct.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Ct.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,a=0;e&&(a|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(a|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(a)},Ct.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Ct.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Ct.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Ct.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Ct.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Lt=function(e){function r(r,n,a){var i=this;e.call(this),this.id=r,this.dispatcher=a,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(i._sourceLoaded=!0),i._sourceLoaded&&!i._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(i.reload(),i.transform&&i.update(i.transform))})),this.on(\"error\",(function(){i._sourceErrored=!0})),this._source=function(e,r,n,a){var i=new D[r.type](e,r,n,a);if(i.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+i.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],i),i}(r,n,a,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var a in this._tiles)this._isIdRenderable(a,e)&&n.push(this._tiles[a]);return e?n.sort((function(e,n){var a=e.tileID,i=n.tileID,o=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle),s=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle);return a.overscaledZ-i.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,a){if(a)return e.state=\"errored\",void(404!==a.status?this._source.fire(new t.ErrorEvent(a,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var a=this.getTileByID(n);i(t,a),i(a,t)}}function i(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,a=Math.pow(2,t.tileID.canonical.z),i=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+a)?r+=a:1===Math.abs(r-a)&&(r-=a)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[i]&&(t.neighboringTiles[i].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var a in this._tiles){var i=this._tiles[a];if(!(n[a]||!i.hasData()||i.tileID.overscaledZ<=e||i.tileID.overscaledZ>r)){for(var o=i.tileID;i&&i.tileID.overscaledZ>e+1;){var s=i.tileID.scaledTo(i.tileID.overscaledZ-1);(i=this._tiles[s.key])&&i.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var a=t.scaledTo(n),i=this._getLoadedTile(a);if(i)return i}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=Math.ceil(t.width/this._source.tileSize)+1,r=Math.ceil(t.height/this._source.tileSize)+1,n=Math.floor(e*r*5),a=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,n):n;this._cache.setMaxSize(a)},r.prototype.handleWrapJump=function(t){var e=Math.round((t-(void 0===this._prevLng?t:this._prevLng))/360);if(this._prevLng=t,e){var r={};for(var n in this._tiles){var a=this._tiles[n];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+e),r[a.tileID.key]=a}for(var i in this._tiles=r,this._timers)clearTimeout(this._timers[i]),delete this._timers[i];for(var o in this._tiles)this._setTileReloadTimer(o,this._tiles[o])}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var a;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?a=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(a=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(a=a.filter((function(t){return n._source.hasTile(t)})))):a=[];var i=e.coveringZoomLevel(this._source),o=Math.max(i-r.maxOverzooming,this._source.minzoom),s=Math.max(i+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(a,i);if(It(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,i,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},a={},i=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=i;--b){var _=d.scaledTo(b);if(a[_.key])break;if(a[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var a=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(a))break;n=a}for(var i=0,o=e;i<o.length;i+=1)this._loadedParentTiles[o[i]]=r}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var a=this,i=[],o=this.transform;if(!o)return i;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];h=Math.min(h,v.x),f=Math.min(f,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=a._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));i.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return i},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,a=r;n<a.length;n+=1){var i=a[n];i.posMatrix=this.transform.calculatePosMatrix(i.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){this._state.updateState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.removeFeatureState=function(t,e,r){this._state.removeFeatureState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.getFeatureState=function(t,e){return this._state.getState(t=t||\"_geojsonTileLayer\",e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Ya.workerUrl)}Lt.maxOverzooming=10,Lt.maxUnderzooming=3;var Ot=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[Ot]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var a in e)\"ref\"!==a&&(n[a]=e[a]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var a;for(a in e[n])if(e[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;for(a in r[n])if(r[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;return!0}function Yt(e,r,n,a,i,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}))}function Wt(t){return t.id}function Zt(t,e){return t[e.id]=e,t}var Xt=function(t,e){this.reset(t,e)};Xt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Xt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],a=e*this.paddedLength+this.padding;n<a&&r<this._distances.length;)n=this._distances[++r];var i=r-1,o=this._distances[i],s=n-o,l=s>0?(a-o)/s:0;return this.points[i].mult(1-l).add(this.points[r].mult(l))};var Jt=function(t,e,r){var n=this.boxCells=[],a=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var i=0;i<this.xCellCount*this.yCellCount;i++)n.push([]),a.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Kt(e,r,n,a,i){var o=t.create();return r?(t.scale(o,o,[1/i,1/i,1]),n||t.rotateZ(o,o,a.angle)):t.multiply(o,a.labelPlaneMatrix,e),o}function Qt(e,r,n,a,i){if(r){var o=t.clone(e);return t.scale(o,o,[i,i,1]),n||t.rotateZ(o,o,-a.angle),o}return a.glCoordMatrix}function $t(e,r){var n=[e.x,e.y,0,1];ue(n,n,r);var a=n[3];return{point:new t.Point(n[0]/a,n[1]/a),signedDistanceFromCamera:a}}function te(t,e){return.5+t/e*.5}function ee(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function re(e,r,n,a,i,o,s,l){var c=a?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=a?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=a?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ce(y.numGlyphs,f);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),ee(x,h)){var b=te(n.transform.cameraToCenterDistance,x[3]),_=t.evaluateSizeForFeature(c,u,y),w=s?_/b:_*b,T=new t.Point(y.anchorX,y.anchorY),k=$t(T,i).point,M={},A=ie(y,w,!1,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g);m=A.useVertical,(A.notEnoughRoom||m||A.needsFlipping&&ie(y,w,!0,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g).notEnoughRoom)&&ce(y.numGlyphs,f)}else ce(y.numGlyphs,f)}}a?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function ne(t,e,r,n,a,i,o,s,l,c,u){var h=s.glyphStartIndex+s.numGlyphs,f=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(h-1),m=se(t*d,r,n,a,i,o,s.segment,f,p,l,c,u);if(!m)return null;var v=se(t*g,r,n,a,i,o,s.segment,f,p,l,c,u);return v?{first:m,last:v}:null}function ae(e,r,n,a){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*a?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ie(e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ne(m,l,v,y,n,h,f,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=$t(w.first.point,s).point,k=$t(w.last.point,s).point;if(a&&!n){var M=ae(e.writingMode,T,k,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(se(m*l.getoffsetX(A),v,y,n,h,f,e.segment,b,_,c,o,p));g.push(w.last)}else{if(a&&!n){var S=$t(f,i).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=$t(C,i),P=L.signedDistanceFromCamera>0?L.point:oe(f,C,S,1,i),I=ae(e.writingMode,S,P,d);if(I)return I}var z=se(m*l.getoffsetX(e.glyphStartIndex),v,y,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};g=[z]}for(var O=0,D=g;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function oe(t,e,r,n,a){var i=$t(t.add(t.sub(e)._unit()),a).point,o=r.sub(i);return r.add(o._mult(n/o.mag()))}function se(e,r,n,a,i,o,s,l,c,u,h,f){var p=a?e-r:e+r,d=p>0?1:-1,g=0;a&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=i,y=i,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=f[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=$t(T,h);if(k.signedDistanceFromCamera>0)v=f[m]=k.point;else{var M=m-d;v=oe(0===x?o:new t.Point(u.getx(M),u.gety(M)),T,y,_-x+1,h)}}x+=b,b=y.dist(v)}var A=(_-x)/b,S=v.sub(y),E=S.mult(A)._add(y);E._add(S._unit()._perp()._mult(n*d));var C=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:C,path:w}}Jt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Jt.prototype.insert=function(t,e,r,n,a){this._forEachCell(e,r,n,a,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(a)},Jt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Jt.prototype._insertBoxCell=function(t,e,r,n,a,i){this.boxCells[a].push(i)},Jt.prototype._insertCircleCell=function(t,e,r,n,a,i){this.circleCells[a].push(i)},Jt.prototype._query=function(t,e,r,n,a,i){if(r<0||t>this.width||n<0||e>this.height)return!a&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(a)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return i?o.filter(i):o}return this._forEachCell(t,e,r,n,this._queryCell,o,{hitTest:a,seenUids:{box:{},circle:{}}},i),a?o.length>0:o},Jt.prototype._queryCircle=function(t,e,r,n,a){var i=t-r,o=t+r,s=e-r,l=e+r;if(o<0||i>this.width||l<0||s>this.height)return!n&&[];var c=[];return this._forEachCell(i,s,o,l,this._queryCellCircle,c,{hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}},a),n?c.length>0:c},Jt.prototype.query=function(t,e,r,n,a){return this._query(t,e,r,n,!1,a)},Jt.prototype.hitTest=function(t,e,r,n,a){return this._query(t,e,r,n,!0,a)},Jt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Jt.prototype._queryCell=function(t,e,r,n,a,i,o,s){var l=o.seenUids,c=this.boxCells[a];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return i.push(!0),!0;i.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[a];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return i.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];i.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Jt.prototype._queryCellCircle=function(t,e,r,n,a,i,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[a];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[g+0],h[g+1],h[g+2],h[g+3])&&(!s||s(this.boxKeys[d])))return i.push(!0),!0}}var m=this.circleCells[a];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return i.push(!0),!0}}},Jt.prototype._forEachCell=function(t,e,r,n,a,i,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++)if(a.call(this,t,e,r,n,this.xCellCount*p+f,i,o,s))return},Jt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Jt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Jt.prototype._circlesCollide=function(t,e,r,n,a,i){var o=n-t,s=a-e,l=r+i;return l*l>o*o+s*s},Jt.prototype._circleAndRectCollide=function(t,e,r,n,a,i,o){var s=(i-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-a)/2,u=Math.abs(e-(a+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var le=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ce(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(le,3*n)}}function ue(t,e,r){var n=e[0],a=e[1];return t[0]=r[0]*n+r[4]*a+r[12],t[1]=r[1]*n+r[5]*a+r[13],t[3]=r[3]*n+r[7]*a+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Jt(t.width+200,t.height+200,25)),void 0===r&&(r=new Jt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function fe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,a){var i=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*i.perspectiveRatio,s=t.x1*o+i.point.x,l=t.y1*o+i.point.y,c=t.x2*o+i.point.x,u=t.y2*o+i.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,a)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=$t(g,o),v=te(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?i/v:i*v)/t.ONE_EM,x=$t(g,s).point,b=ne(y,a,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*f*v+p,M=new t.Point(-100,-100),A=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Xt,E=b.first,C=b.last,L=[],P=E.path.length-1;P>=1;P--)L.push(E.path[P]);for(var I=1;I<C.path.length;I++)L.push(C.path[I]);var z=2.5*k;if(l){var O=L.map((function(t){return $t(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=M.x&&F.x<=A.x&&R.y>=M.y&&F.y<=A.y?[L]:F.x<M.x||R.x>A.x||F.y<M.y||R.y>A.y?[]:t.clipLine([L],M.x,M.y,A.x,A.y)}for(var N=0,j=D;N<j.length;N+=1){var U;S.reset(j[N],.25*k),U=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var V=0;V<U;V++){var q=V/Math.max(U-1,1),H=S.lerp(q),G=H.x+100,Y=H.y+100;d.push(G,Y,k,0);var W=G-k,Z=Y-k,X=G+k,J=Y+k;if(T=T&&this.isOffscreen(W,Z,X,J),w=w||this.isInsideGrid(W,Z,X,J),!e&&this.grid.hitTestCircle(G,Y,k,h)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,a=1/0,i=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),a=Math.min(a,u.y),i=Math.max(i,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,a,i,o).concat(this.ignoredGrid.query(n,a,i,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]={}),!h[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(h[m.bucketInstanceId][m.featureIndex]=!0,void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]=[]),f[m.bucketInstanceId].push(m.featureIndex))}}return f},he.prototype.insertCollisionBox=function(t,e,r,n,a){(e?this.ignoredGrid:this.grid).insert({bucketInstanceId:r,featureIndex:n,collisionGroupID:a},t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,a){for(var i=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:a},s=0;s<t.length;s+=4)i.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var a=[r,n,0,1];return ue(a,a,e),{point:new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/a[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var pe=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};pe.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var de=function(t,e,r,n,a){this.text=new pe(t?t.text:null,e,r,a),this.icon=new pe(t?t.icon:null,e,n,a)};de.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},me=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ve=function(t,e,r,n,a){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=a},ye=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function xe(e,r,n,a,i){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,a);return new t.Point(s+c[0]*i,l+c[1]*i)}function be(e,r,n,a,i,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return a&&p._rotate(i?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}ye.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var _e=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new ye(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function we(t,e,r,n,a){t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0)}_e.prototype.getBucketParts=function(e,r,n,a){var i=n.getBucket(r),o=n.latestFeatureIndex;if(i&&o&&r.id===i.layerIds[0]){var s=n.collisionBoxArray,l=i.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),f=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=fe(n,1,this.transform.zoom),g=Kt(h,f,p,this.transform,d),m=null;if(f){var v=Qt(h,f,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[i.bucketInstanceId]=new ve(i.bucketInstanceId,o,i.sourceLayerIndex,i.index,n.tileID);var y={bucket:i,layout:l,posMatrix:h,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(i.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(i.sourceID)};if(a)for(var x=0,b=i.sortKeyRanges;x<b.length;x+=1){var _=b[x];e.push({sortKey:_.sortKey,symbolInstanceStart:_.symbolInstanceStart,symbolInstanceEnd:_.symbolInstanceEnd,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:i.symbolInstances.length,parameters:y})}},_e.prototype.attemptAnchorPlacement=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=[h.textOffset0,h.textOffset1],v=xe(t,r,n,m,a),y=this.collisionIndex.placeCollisionBox(be(e,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(be(d,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate).box.length)return y.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID].text&&(g=this.prevPlacement.variableOffsets[h.crossTileID].anchor),this.variableOffsets[h.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:a,prevAnchor:g},this.markUsedJustification(f,t,h,p),f.allowVerticalPlacement&&(this.markUsedOrientation(f,p,h),this.placedOrientations[h.crossTileID]=p),{shift:v,placedGlyphBoxes:y}):void 0},_e.prototype.placeLayerBucketPart=function(e,r,n){var a=this,i=e.parameters,o=i.bucket,s=i.layout,l=i.posMatrix,c=i.textLabelPlaneMatrix,u=i.labelToScreenMatrix,h=i.textPixelRatio,f=i.holdingForFade,p=i.collisionBoxArray,d=i.partiallyEvaluatedTextSize,g=i.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),M=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var A=function(e,i){if(!r[e.crossTileID])if(f)a.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,A=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},P=null,I=null,z=0,O=0,D=0;i.textFeatureIndex?z=i.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),i.verticalTextFeatureIndex&&(O=i.verticalTextFeatureIndex);var R=i.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&a.prevPlacement){var i=a.prevPlacement.placedOrientations[e.crossTileID];i&&(a.placedOrientations[e.crossTileID]=i,a.markUsedOrientation(o,n=i,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&i.verticalTextBox)for(var a=0,s=o.writingModes;a<s.length&&(s[a]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));a+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(a.prevPlacement&&a.prevPlacement.variableOffsets[e.crossTileID]){var j=a.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var i=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,f={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=a.attemptAnchorPlacement(N[d%N.length],t,i,s,c,b,_,h,l,g,d>=N.length,e,o,n,u);if(m&&(f=m.placedGlyphBoxes)&&f.box&&f.box.length){T=!0,E=m.shift;break}}return f};B((function(){return U(R,i.iconBox,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&!(C&&C.box&&C.box.length)&&e.numVerticalGlyphVertices>0&&r?U(r,i.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&a.prevPlacement){var q=a.prevPlacement.variableOffsets[e.crossTileID];q&&(a.variableOffsets[e.crossTileID]=q,a.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=a.collisionIndex.placeCollisionBox(t,y,h,l,g.predicate);return n&&n.box&&n.box.length&&(a.markUsedOrientation(o,r,e),a.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\");P=a.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,e.collisionCircleDiameter,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(i.iconFeatureIndex&&(D=i.iconFeatureIndex),i.iconBox){var Z=function(t){var e=w&&E?be(t,E.x,E.y,b,_,a.transform.angle):t;return a.collisionIndex.placeCollisionBox(e,x,h,l,g.predicate)};A=L&&L.box&&L.box.length&&i.verticalIconBox?(I=Z(i.verticalIconBox)).box.length>0:(I=Z(i.iconBox)).box.length>0,S=S&&I.offscreen}var X=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=v||0===e.numIconVertices;if(X||J?J?X||(A=A&&T):T=A&&T:A=T=A&&T,T&&p&&p.box&&a.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,L&&L.box&&O?O:z,g.ID),A&&I&&a.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),P&&(T&&a.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID),n)){var K=o.bucketInstanceId,Q=a.collisionCircleArrays[K];void 0===Q&&(Q=a.collisionCircleArrays[K]=new me);for(var $=0;$<P.circles.length;$+=4)Q.circles.push(P.circles[$+0]),Q.circles.push(P.circles[$+1]),Q.circles.push(P.circles[$+2]),Q.circles.push(P.collisionDetected?1:0)}a.placements[e.crossTileID]=new ge(T||k,A||M,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];A(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)A(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},_e.prototype.markUsedJustification=function(e,r,n,a){var i;i=a===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:{left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex}[t.getAnchorJustification(r)];for(var o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];o<s.length;o+=1){var l=s[o];l>=0&&(e.text.placedSymbolArray.get(l).crossTileID=i>=0&&l!==i?0:n.crossTileID)}},_e.prototype.markUsedOrientation=function(e,r,n){for(var a=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,i=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1)e.text.placedSymbolArray.get(s[o]).placedOrientation=a;n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=i)},_e.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,a=e?e.opacities:{},i=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=a[s];c?(this.opacities[s]=new de(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new de(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in a){var h=a[u];if(!this.opacities[u]){var f=new de(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in i)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=i[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},_e.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1){var i=a[n],o=i.getBucket(t);o&&i.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,i.collisionBoxArray)}},_e.prototype.updateBucketOpacities=function(e,r,n){var a=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var i=e.layers[0].layout,o=new de(null,0,!1,!1,!0),s=i.get(\"text-allow-overlap\"),l=i.get(\"icon-allow-overlap\"),c=i.get(\"text-variable-anchor\"),u=\"map\"===i.get(\"text-rotation-alignment\"),h=\"map\"===i.get(\"text-pitch-alignment\"),f=\"none\"!==i.get(\"icon-text-fit\"),p=new de(null,0,s&&(l||!e.hasIconData()||i.get(\"icon-optional\")),l&&(s||!e.hasTextData()||i.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var i=e.symbolInstances.get(n),s=i.numHorizontalGlyphVertices,l=i.numVerticalGlyphVertices,g=i.crossTileID,m=a.opacities[g];r[g]?m=o:m||(a.opacities[g]=m=p),r[g]=!0;var v=i.numIconVertices>0,y=a.placedOrientations[i.crossTileID],x=y===t.WritingMode.vertical,b=y===t.WritingMode.horizontal||y===t.WritingMode.horizontalOnly;if(s>0||l>0){var _=Le(m.text);d(e.text,s,x?Pe:_),d(e.text,l,b?Pe:_);var w=m.text.isHidden();[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=w||x?1:0)})),i.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(i.verticalPlacedTextSymbolIndex).hidden=w||b?1:0);var T=a.variableOffsets[i.crossTileID];T&&a.markUsedJustification(e,T.anchor,i,y);var k=a.placedOrientations[i.crossTileID];k&&(a.markUsedJustification(e,\"left\",i,k),a.markUsedOrientation(e,k,i))}if(v){var M=Le(m.icon),A=!(f&&i.verticalPlacedIconSymbolIndex&&x);i.placedIconSymbolIndex>=0&&(d(e.icon,i.numIconVertices,A?M:Pe),e.icon.placedSymbolArray.get(i.placedIconSymbolIndex).hidden=m.icon.isHidden()),i.verticalPlacedIconSymbolIndex>=0&&(d(e.icon,i.numVerticalIconVertices,A?Pe:M),e.icon.placedSymbolArray.get(i.verticalPlacedIconSymbolIndex).hidden=m.icon.isHidden())}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var S=e.collisionArrays[n];if(S){var E=new t.Point(0,0);if(S.textBox||S.verticalTextBox){var C=!0;if(c){var L=a.variableOffsets[g];L?(E=xe(L.anchor,L.width,L.height,L.textOffset,L.textBoxScale),u&&E._rotate(h?a.transform.angle:-a.transform.angle)):C=!1}S.textBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||x,E.x,E.y),S.verticalTextBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||b,E.x,E.y)}var P=Boolean(!b&&S.verticalIconBox);S.iconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,P,f?E.x:0,f?E.y:0),S.verticalIconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,!P,f?E.x:0,f?E.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},_e.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},_e.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},_e.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},_e.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},_e.prototype.setStale=function(){this.stale=!0};var Te=Math.pow(2,25),ke=Math.pow(2,24),Me=Math.pow(2,17),Ae=Math.pow(2,16),Se=Math.pow(2,9),Ee=Math.pow(2,8),Ce=Math.pow(2,1);function Le(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Te+e*ke+r*Me+e*Ae+r*Se+e*Ee+r*Ce+e}var Pe=0,Ie=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Ie.prototype.continuePlacement=function(t,e,r,n,a){for(var i=this._bucketParts;this._currentTileIndex<t.length;)if(e.getBucketParts(i,n,t[this._currentTileIndex],this._sortAcrossTiles),this._currentTileIndex++,a())return!0;for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,i.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<i.length;)if(e.placeLayerBucketPart(i[this._currentPartIndex],this._seenCrossTileIDs,r),this._currentPartIndex++,a())return!0;return!1};var ze=function(t,e,r,n,a,i,o){this.placement=new _e(t,a,i,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var a=this,i=t.browser.now(),o=function(){var e=t.browser.now()-i;return!a._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Ie(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Oe=512/t.EXTENT/2,De=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var a=e.get(n),i=a.key;this.indexedSymbolInstances[i]||(this.indexedSymbolInstances[i]=[]),this.indexedSymbolInstances[i].push({crossTileID:a.crossTileID,coord:this.getScaledCoordinates(a,t)})}};De.prototype.getScaledCoordinates=function(e,r){var n=Oe/Math.pow(2,r.canonical.z-this.tileID.canonical.z);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*n),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*n)}},De.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),a=0;a<t.length;a++){var i=t.get(a);if(!i.crossTileID){var o=this.indexedSymbolInstances[i.key];if(o)for(var s=this.getScaledCoordinates(i,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,i.crossTileID=u.crossTileID;break}}}}};var Re=function(){this.maxCrossTileID=0};Re.prototype.generate=function(){return++this.maxCrossTileID};var Fe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Fe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],a={};for(var i in n){var o=n[i];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),a[o.tileID.key]=o}this.indexes[r]=a}this.lng=t},Fe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var a=this.usedCrossTileIDs[t.overscaledZ];for(var i in this.indexes){var o=this.indexes[i];if(Number(i)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,a)}else{var c=o[t.scaledTo(Number(i)).key];c&&c.findMatches(e.symbolInstances,t,a)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),a[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new De(t,e.symbolInstances,e.bucketInstanceId),!0},Fe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,a=e.indexedSymbolInstances[r];n<a.length;n+=1)delete this.usedCrossTileIDs[t][a[n].crossTileID]},Fe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var a in n)t[n[a].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[a]),delete n[a],e=!0)}return e};var Be=function(){this.layerIndexes={},this.crossTileIDs=new Re,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Be.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Fe);var a=!1,i={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(a=!0),i[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(i)&&(a=!0),a},Be.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var Ne=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},je=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ue=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ve=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var a,i=t.styleSpec.$root[n];i.required&&null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}return e}(),qe=function(e){function r(n,a){var i=this;void 0===a&&(a={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,a.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Be,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){o.dispatcher.broadcast(\"syncRTLPluginState\",{pluginStatus:e.pluginStatus,pluginURL:e.pluginURL},(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=i.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in i._layers){var a=i._layers[n];a.source===r.id&&i._validateLayer(a)}}}}))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var a=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var i=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(i,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,a)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ve,!1)},r.prototype._load=function(e,r){if(!r||!Ne(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var a=jt(this.stylesheet.layers);this._order=a.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var i=0,o=a;i<o.length;i+=1){var s=o[i];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var a,i,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,a=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,i=e,u())}));function u(){if(o)n(o);else if(a&&i){var e=t.browser.getImageData(i),r={};for(var s in a){var l=a[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var a in n)r.imageManager.addImage(a,n[a]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var a=r.getSource();(\"geojson\"===a.type||a.vectorLayerIds&&-1===a.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+a.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=this._layers[n[r]];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),a=Object.keys(this._removedLayers);for(var i in(n.length||a.length)&&this._updateWorkerLayers(n,a),this._updatedSources){var o=this._updatedSources[i];\"reload\"===o?this._reloadSource(i):\"clear\"===o&&this._clearSource(i)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),Ne(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=function(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var a={},i=[];!function(e,r,n,a){var i;for(i in r=r||{},e=e||{})e.hasOwnProperty(i)&&(r.hasOwnProperty(i)||qt(i,n,a));for(i in r)r.hasOwnProperty(i)&&(e.hasOwnProperty(i)?t.deepEqual(e[i],r[i])||(\"geojson\"===e[i].type&&\"geojson\"===r[i].type&&Gt(e,r,i)?n.push({command:Ut.setGeoJSONSourceData,args:[i,r[i].data]}):Ht(i,r,n,a)):Vt(i,r,n))}(e.sources,r.sources,i,a);var o=[];e.layers&&e.layers.forEach((function(t){a[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(i),function(e,r,n){r=r||[];var a,i,o,s,l,c,u,h=(e=e||[]).map(Wt),f=r.map(Wt),p=e.reduce(Zt,{}),d=r.reduce(Zt,{}),g=h.slice(),m=Object.create(null);for(a=0,i=0;a<h.length;a++)d.hasOwnProperty(o=h[a])?i++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,i),1));for(a=0,i=0;a<f.length;a++)g[g.length-1-a]!==(o=f[f.length-1-a])&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-i),1)):i++,n.push({command:Ut.addLayer,args:[d[o],c=g[g.length-a]]}),g.splice(g.length-a,0,o),m[o]=!0);for(a=0;a<f.length;a++)if(s=p[o=f[a]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}(this.serialize(),e).filter((function(t){return!(t.command in Ue)}));if(0===n.length)return!1;var a=n.filter((function(t){return!(t.command in je)}));if(a.length>0)throw new Error(\"Unimplemented: \"+a.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var a=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var i=this.sourceCaches[e]=new Lt(e,r,this.dispatcher);i.style=this,i.setEventedParent(this,(function(){return{isSourceLoaded:a.loaded(),source:i.serialize(),sourceId:e}})),i.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=e.id;if(this.getLayer(a))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+a+'\" already exists on this map')));else{var i;if(\"custom\"===e.type){if(Ne(this,t.validateCustomStyleLayer(e)))return;i=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(a,e.source),e=t.clone$1(e),e=t.extend(e,{source:a})),this._validate(t.validateStyle.layer,\"layers.\"+a,e,{arrayIndex:-1},n))return;i=t.createStyleLayer(e),this._validateLayer(i),i.setEventedParent(this,{layer:{id:a}}),this._serializedLayers[i.id]=i.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,a),this._layerOrderChanged=!0,this._layers[a]=i,this._removedLayers[a]&&i.source&&\"custom\"!==i.type){var s=this._removedLayers[a];delete this._removedLayers[a],s.type!==i.type?this._updatedSources[i.source]=\"clear\":(this._updatedSources[i.source]=\"reload\",this.sourceCaches[i.source].pause())}this._updateLayer(i),i.onAdd&&i.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var a=r?this._order.indexOf(r):this._order.length;r&&-1===a?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(a,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var a=this.getLayer(e);a?a.minzoom===r&&a.maxzoom===n||(null!=r&&(a.minzoom=r),null!=n&&(a.maxzoom=n),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=this.getLayer(e);if(a){if(!t.deepEqual(a.filter,r))return null==r?(a.filter=void 0,void this._updateLayer(a)):void(this._validate(t.validateStyle.filter,\"layers.\"+a.id+\".filter\",r,null,n)||(a.filter=t.clone$1(r),this._updateLayer(a)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getLayoutProperty(r),n)||(i.setLayoutProperty(r,n,a),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getPaintProperty(r),n)||(i.setPaintProperty(r,n,a)&&this._updateLayer(i),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=e.sourceLayer,i=this.sourceCaches[n];if(void 0!==i){var o=i.getSource().type;\"geojson\"===o&&a?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||a?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.setFeatureState(a,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=this.sourceCaches[n];if(void 0!==a){var i=a.getSource().type,o=\"vector\"===i?e.sourceLayer:void 0;\"vector\"!==i||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):a.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,a=this.sourceCaches[r];if(void 0!==a){if(\"vector\"!==a.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},a=[],i=this._order.length-1;i>=0;i--){var o=this._order[i];if(r(o)){n[o]=i;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1)a.push(h[u])}}}a.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var f=[],p=this._order.length-1;p>=0;p--){var d=this._order[p];if(r(d))for(var g=a.length-1;g>=0;g--){var m=a[g].feature;if(n[m.layer.id]<p)break;f.push(m),a.pop()}else for(var v=0,y=t;v<y.length;v+=1){var x=y[v][d];if(x)for(var b=0,_=x;b<_.length;b+=1)f.push(_[b].feature)}}return f},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var a={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var i=0,o=r.layers;i<o.length;i+=1){var s=o[i],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];a[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!a[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,a,i,o){for(var s={},l=i.queryRenderedSymbols(n),c=[],u=0,h=Object.keys(l).map(Number);u<h.length;u+=1)c.push(o[h[u]]);c.sort(B);for(var f=function(){var r=d[p],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,a.filter,a.layers,a.availableImages,t);for(var i in n){var o=s[i]=s[i]||[],c=n[i];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var a=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-a}return e.featureIndex-t.featureIndex}));for(var u=0,h=c;u<h.length;u+=1)o.push(h[u])}},p=0,d=c;p<d.length;p+=1)f();var g=function(e){s[e].forEach((function(n){var a=n.feature,i=r[t[e].source].getFeatureState(a.layer[\"source-layer\"],a.id);a.source=a.layer.source,a.layer[\"source-layer\"]&&(a.sourceLayer=a.layer[\"source-layer\"]),a.state=i}))};for(var m in s)g(m);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],a={},i=0;i<r.length;i++){var o=r[i],s=o.tileID.canonical.key;a[s]||(a[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),a=!1;for(var i in e)if(!t.deepEqual(e[i],n[i])){a=!0;break}if(a){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,a,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Ne(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},a)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,a,i){void 0===i&&(i=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];if(\"symbol\"===h.type){if(!l[h.source]){var f=this.sourceCaches[h.source];l[h.source]=f.getRenderableIds(!0).map((function(t){return f.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var p=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||p}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((i=i||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,i,r,n,a,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var d=0,g=this._order;d<g.length;d+=1){var m=this._layers[g[d]];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var He=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ge=vr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ye=vr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),We=vr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=vr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Xe=vr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=vr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Ke=vr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Qe=vr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),$e=vr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),tr=vr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),er=vr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),rr=vr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),nr=vr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ir=vr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),or=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),sr=vr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),lr=vr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),cr=vr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ur=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=vr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),fr=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),pr=vr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),dr=vr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=vr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),mr=vr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function vr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,a,i){return n[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,a,i){var o=\"float\"===a?\"vec2\":\"vec4\",s=i.match(/color/)?\"color\":o;return n[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"}))}}var yr=Object.freeze({__proto__:null,prelude:Ge,background:Ye,backgroundPattern:We,circle:Ze,clippingMask:Xe,heatmap:Je,heatmapTexture:Ke,collisionBox:Qe,collisionCircle:$e,debug:tr,fill:er,fillOutline:rr,fillOutlinePattern:nr,fillPattern:ar,fillExtrusion:ir,fillExtrusionPattern:or,hillshadePrepare:sr,hillshade:lr,line:cr,lineGradient:ur,linePattern:hr,lineSDF:fr,raster:pr,symbolIcon:dr,symbolSDF:gr,symbolTextAndIcon:mr}),xr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};xr.prototype.bind=function(t,e,r,n,a,i,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);t.extVertexArrayObject&&this.vao&&this.boundProgram===e&&this.boundLayoutVertexBuffer===r&&!l&&this.boundIndexBuffer===a&&this.boundVertexOffset===i&&this.boundDynamicVertexBuffer===o&&this.boundDynamicVertexBuffer2===s?(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),a&&a.dynamicDraw&&a.bind(),s&&s.bind()):this.freshBind(e,r,n,a,i,o,s)},xr.prototype.freshBind=function(t,e,r,n,a,i,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=a,this.boundDynamicVertexBuffer=i,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);i&&i.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,a);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,a)}i&&(i.bind(),i.setVertexAttribPointers(u,t,a)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,a)),c.currentNumAttributes=l},xr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var br=function(t,e,r,n,a){var i=t.gl;this.program=i.createProgram();var o=r?r.defines():[];a&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ge.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ge.vertexSource,e.vertexSource).join(\"\\n\"),c=i.createShader(i.FRAGMENT_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(c,s),i.compileShader(c),i.attachShader(this.program,c);var u=i.createShader(i.VERTEX_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(u,l),i.compileShader(u),i.attachShader(this.program,u);for(var h=r?r.layoutAttributes:[],f=0;f<h.length;f++)i.bindAttribLocation(this.program,f,h[f].name);i.linkProgram(this.program),i.deleteShader(u),i.deleteShader(c),this.numAttributes=i.getProgramParameter(this.program,i.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=i.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=i.getAttribLocation(this.program,g.name))}for(var m=i.getProgramParameter(this.program,i.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=i.getActiveUniform(this.program,v);y&&(p[y.name]=i.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function _r(t,e,r){var n=1/fe(r,1,e.transform.tileZoom),a=Math.pow(2,r.tileID.overscaledZ),i=r.tileSize*Math.pow(2,e.transform.tileZoom)/a,o=i*(r.tileID.canonical.x+r.tileID.wrap*a),s=i*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}br.prototype.draw=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(a),t.setCullFace(i),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new xr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var wr=function(e,r,n,a){var i=r.style.light,o=i.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===i.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=i.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:i.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:a}},Tr=function(e,r,n,a,i,o,s){return t.extend(wr(e,r,n,a),_r(o,r,s),{u_height_factor:-Math.pow(2,i.overscaledZ)/s.tileSize/8})},kr=function(t){return{u_matrix:t}},Mr=function(e,r,n,a){return t.extend(kr(e),_r(n,r,a))},Ar=function(t,e){return{u_matrix:t,u_world:e}},Sr=function(e,r,n,a,i){return t.extend(Mr(e,r,n,a),{u_world:i})},Er=function(e,r,n,a){var i,o,s=e.transform;if(\"map\"===a.paint.get(\"circle-pitch-alignment\")){var l=fe(n,1,s.zoom);i=!0,o=[l,l]}else i=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===a.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,a.paint.get(\"circle-translate\"),a.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+i,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=fe(r,1,e.zoom),a=Math.pow(2,e.zoom-r.tileID.overscaledZ),i=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*a),e.pixelsToGLUnits[1]/(n*a)],u_overscale_factor:i}},Lr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Pr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Ir=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:fe(e,1,r),u_intensity:n}},Or=function(e,r,n){var a=e.transform;return{u_matrix:Nr(e,r,n),u_ratio:1/fe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Dr=function(e,r,n){return t.extend(Or(e,r,n),{u_image:0})},Rr=function(e,r,n,a){var i=e.transform,o=Br(r,i);return{u_matrix:Nr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/fe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,a.fromScale,a.toScale],u_fade:a.t,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n,a,i){var o=e.lineAtlas,s=Br(r,e.transform),l=\"round\"===n.layout.get(\"line-cap\"),c=o.getDash(a.from,l),u=o.getDash(a.to,l),h=c.width*i.fromScale,f=u.width*i.toScale;return t.extend(Or(e,r,n),{u_patternscale_a:[s/h,-c.height/2],u_patternscale_b:[s/f,-u.height/2],u_sdfgamma:o.width/(256*Math.min(h,f)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:u.y,u_mix:i.t})};function Br(t,e){return 1/fe(t,1,e.tileZoom)}function Nr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var jr=function(t,e,r,n,a){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*a.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:a.paint.get(\"raster-brightness-min\"),u_brightness_high:a.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=a.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(i=a.paint.get(\"raster-contrast\"),i>0?1/(1-i):1+i),u_spin_weights:Ur(a.paint.get(\"raster-hue-rotate\"))};var i,o};function Ur(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Vr,qr=function(t,e,r,n,a,i,o,s,l,c){var u=a.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:a.options.fadeDuration?a.symbolFadeChange:1,u_matrix:i,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Hr=function(e,r,n,a,i,o,s,l,c,u,h){var f=i.transform;return t.extend(qr(e,r,n,a,i,o,s,l,c,u),{u_gamma_scale:a?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Gr=function(e,r,n,a,i,o,s,l,c,u){return t.extend(Hr(e,r,n,a,i,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Yr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Wr=function(e,r,n,a,i,o){return t.extend(function(t,e,r,n){var a=r.imageManager.getPattern(t.from.toString()),i=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:a.tl,u_pattern_br_a:a.br,u_pattern_tl_b:i.tl,u_pattern_br_b:i.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:a.displaySize,u_pattern_size_b:i.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/fe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(a,o,n,i),{u_matrix:e,u_opacity:r})},Zr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Xr(e,r,n,a,i,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),h=[],f=0,p=0,d=0;d<a.length;d++){var g=a[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===i[0]&&0===i[1]||(y=e.translatePosMatrix(g.posMatrix,m,i,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),h.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=f+=b.length/4}x&&u.draw(l,c.LINES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&h.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*f),k._trim();for(var M=0,A=0,S=h;A<S.length;A+=1)for(var E=S[A],C=0;C<E.circleArray.length/4;C++){var L=4*C,P=E.circleArray[L+0],I=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(M++,P,I,z,O,0),k.emplace(M++,P,I,z,O,1),k.emplace(M++,P,I,z,O,2),k.emplace(M++,P,I,z,O,3)}(!Vr||Vr.length<2*f)&&(Vr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var a=0;a<r;a++){var i=6*a;n.uint16[i+0]=4*a+0,n.uint16[i+1]=4*a+1,n.uint16[i+2]=4*a+2,n.uint16[i+3]=4*a+2,n.uint16[i+4]=4*a+3,n.uint16[i+5]=4*a+0}return n}(f));for(var D=l.createIndexBuffer(Vr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=h;F<B.length;F+=1){var N=B[F],j=Lr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Jr=t.identity(new Float32Array(16));function Kr(e,r,n,a,i,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,a);return new t.Point((l/i+u[0])*o,(c/i+u[1])*o)}function Qr(e,r,n,a,i,o,s,l,c,u,h){var f=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<f.length;m++){var v=f.get(m),y=v.hidden||!v.crossTileID||e.allowVerticalPlacement&&!v.placedOrientation?null:a[v.crossTileID];if(y){var x=new t.Point(v.anchorX,v.anchorY),b=$t(x,n?l:s),_=te(o.cameraToCenterDistance,b.signedDistanceFromCamera),w=i.evaluateSizeForFeature(e.textSizeData,u,v)*_/t.ONE_EM;n&&(w*=e.tilePixelRatio/c);for(var T=Kr(y.anchor,y.width,y.height,y.textOffset,y.textBoxScale,w),k=n?$t(x.add(T),s).point:b.point.add(r?T.rotate(-o.angle):T),M=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,A=0;A<v.numGlyphs;A++)t.addDynamicAttributes(p,k,M);h&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:k,angle:M})}else ce(v.numGlyphs,p)}if(h){d.clear();for(var S=e.icon.placedSymbolArray,E=0;E<S.length;E++){var C=S.get(E);if(C.hidden)ce(C.numGlyphs,d);else{var L=g[E];if(L)for(var P=0;P<C.numGlyphs;P++)t.addDynamicAttributes(d,L.shiftedAnchor,L.angle);else ce(C.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function $r(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function tn(e,r,n,a,i,o,s,l,c,u,h,f){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,M=a;k<M.length;k+=1){var A=M[k],S=r.getTile(A),E=S.getBucket(n);if(E){var C=i?E.text:E.icon;if(C&&C.segments.get().length){var L=C.programConfigurations.get(n.id),P=i||E.sdfIcons,I=i?E.textSizeData:E.iconSizeData,z=v||0!==g.pitch,O=e.useProgram($r(P,i,E),L),D=t.evaluateSizeForZoom(I,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(i)B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText&&(F=S.imageAtlasTexture.size,j=S.imageAtlasTexture,U=z||e.options.rotating||e.options.zooming||\"composite\"===I.kind||\"camera\"===I.kind?d.LINEAR:d.NEAREST);else{var V=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||V||z?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=fe(S,1,e.transform.zoom),H=Kt(A.posMatrix,v,m,e.transform,q),G=Qt(A.posMatrix,v,m,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();y&&re(E,A.posMatrix,e,i,H,G,v,u);var Z=e.translatePosMatrix(A.posMatrix,S,o,s),X=y||i&&w||W?Jr:H,J=e.translatePosMatrix(G,S,o,s,!0),K=P&&0!==n.paint.get(i?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:O,buffers:C,uniformValues:P?E.iconsInText?Gr(I.kind,D,x,v,e,Z,X,J,R,F):Hr(I.kind,D,x,v,e,Z,X,J,i,R,!0):qr(I.kind,D,x,v,e,Z,X,J,i,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:K};if(b)for(var $=0,tt=C.segments.get();$<tt.length;$+=1){var et=tt[$];T.push({segments:new t.SegmentVector([et]),sortKey:et.sortKey,state:Q})}else T.push({segments:C.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var rt=0,nt=T;rt<nt.length;rt+=1){var at=nt[rt],it=at.state;if(p.activeTexture.set(d.TEXTURE0),it.atlasTexture.bind(it.atlasInterpolation,d.CLAMP_TO_EDGE),it.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),it.atlasTextureIcon&&it.atlasTextureIcon.bind(it.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),it.isSDF){var ot=it.uniformValues;it.hasHalo&&(ot.u_is_halo=1,en(it.buffers,at.segments,n,e,it.program,_,h,f,ot)),ot.u_is_halo=0}en(it.buffers,at.segments,n,e,it.program,_,h,f,it.uniformValues)}}function en(t,e,r,n,a,i,o,s,l){var c=n.context;a.draw(c,c.gl.TRIANGLES,i,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function rn(t,e,r,n,a,i,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,M=k.patternPositions[T.to.toString()],A=k.patternPositions[T.from.toString()];M&&A&&_.setConstantPatternPositions(M,A)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,h=b.segments2;var E=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Sr(S,t,g,x,E):Ar(S,E)}else u=b.indexBuffer,h=b.segments,c=d?Mr(S,t,g,x):kr(S);w.draw(t.context,s,a,t.stencilModeForClipping(y),i,Et.disabled,c,r.id,b.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,_)}}}}function nn(t,e,r,n,a,i,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(h));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),M=r.paint.get(\"fill-extrusion-vertical-gradient\"),A=u?Tr(k,t,M,f,g,h,m):wr(k,t,M,f);x.draw(s,s.gl.TRIANGLES,a,i,o,Et.backCCW,A,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function an(e,r,n,a,i,o){var s=e.context,l=s.gl,c=r.fbo;if(c){var u=e.useProgram(\"hillshade\");s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());var h=function(e,r,n){var a=n.paint.get(\"hillshade-shadow-color\"),i=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,h=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),h),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:a,u_highlight:i,u_accent:o}}(e,r,n);u.draw(s,l.TRIANGLES,a,i,o,Et.disabled,h,n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments)}}function on(e,r,n,a,i,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var h=u.dim,f=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(f),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:h,height:h,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(h,h,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,h,h]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,i,o,s,Et.disabled,function(e,r,n){var a=r.stride,i=t.create();return t.ortho(i,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(i,i,[0,-t.EXTENT,0]),{u_matrix:i,u_image:1,u_dimension:[a,a],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,a),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function sn(e,r,n,a,i){var o=a.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=i.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var ln=new t.Color(1,0,0,1),cn=new t.Color(0,1,0,1),un=new t.Color(0,0,1,1),hn=new t.Color(1,0,1,1),fn=new t.Color(0,1,1,1);function pn(t,e,r,n){gn(t,0,e+r/2,t.transform.width,r,n)}function dn(t,e,r,n){gn(t,e-r/2,0,r,t.transform.height,n)}function gn(e,r,n,a,i,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function mn(e,r,n){var a=e.context,i=a.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=At.disabled,u=e.colorModeForRenderPass();a.activeTexture.set(i.TEXTURE0),e.emptyTexture.bind(i.LINEAR,i.CLAMP_TO_EDGE),s.draw(a,i.LINE_STRIP,l,c,u,Et.disabled,Pr(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,f=Math.floor((h&&h.byteLength||0)/1024),p=r.getTile(n).tileSize,d=512/Math.min(p,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,a=t.debugOverlayCanvas.getContext(\"2d\");a.clearRect(0,0,r.width,r.height),a.shadowColor=\"white\",a.shadowBlur=2,a.lineWidth=1.5,a.strokeStyle=\"white\",a.textBaseline=\"top\",a.font=\"bold 36px Open Sans, sans-serif\",a.fillText(e,5,5),a.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+f+\"kb\"),s.draw(a,i.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Pr(o,t.Color.transparent,d),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var vn={symbol:function(e,r,n,a,i){if(\"translucent\"===e.renderPass){var o=At.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,a,i,o,s){for(var l=r.transform,c=\"map\"===i,u=\"map\"===o,h=0,f=e;h<f.length;h+=1){var p=f[h],d=a.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=t.evaluateSizeForZoom(g.textSizeData,l.zoom),v=fe(d,1,r.transform.zoom),y=Kt(p.posMatrix,u,c,r.transform,v),x=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(m){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);Qr(g,c,u,s,t.symbolSize,l,y,p.posMatrix,b,m,x)}}}}(a,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),i),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&tn(e,r,n,a,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&tn(e,r,n,a,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Xr(e,r,n,a,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Xr(e,r,n,a,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==i.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<a.length;g++){var m=a[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Er(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,M=d;k<M.length;k+=1){var A=M[k],S=A.state;S.program.draw(c,u.TRIANGLES,h,f,p,Et.disabled,S.uniformValues,n.id,S.layoutVertexBuffer,S.indexBuffer,A.segments,n.paint,e.transform.zoom,S.programConfiguration)}}}},heatmap:function(e,r,n,a){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var i=e.context,o=i.gl,s=At.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var a=r.heatmapFbo;if(a)n.bindTexture(n.TEXTURE_2D,a.colorAttachment.get()),t.bindFramebuffer.set(a.framebuffer);else{var i=n.createTexture();n.bindTexture(n.TEXTURE_2D,i),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),a=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var a=t.gl;a.texImage2D(a.TEXTURE_2D,0,a.RGBA,e.width/4,e.height/4,0,a.RGBA,t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:a.UNSIGNED_BYTE,null),n.colorAttachment.set(r)}(t,e,i,a)}}(i,e,n),i.clear({color:t.Color.transparent});for(var c=0;c<a.length;c++){var u=a[c];if(!r.hasRenderableParent(u)){var h=r.getTile(u),f=h.getBucket(n);if(f){var p=f.programConfigurations.get(n.id);e.useProgram(\"heatmap\",p).draw(i,o.TRIANGLES,Mt.disabled,s,l,Et.disabled,zr(u.posMatrix,h,e.transform.zoom,n.paint.get(\"heatmap-intensity\")),n.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,n.paint,e.transform.zoom,p)}}}i.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,a=n.gl,i=r.heatmapFbo;if(i){n.activeTexture.set(a.TEXTURE0),a.bindTexture(a.TEXTURE_2D,i.colorAttachment.get()),n.activeTexture.set(a.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,a.RGBA)),o.bind(a.LINEAR,a.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,a.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,a){var i=t.create();t.ortho(i,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:i,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:0,u_color_ramp:1,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==i.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=h?\"linePattern\":c?\"lineSDF\":f?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(f){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=a;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!h||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,k),S=v||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var C=w.imageAtlas,L=C.patternPositions[E.to.toString()],P=C.patternPositions[E.from.toString()];L&&P&&k.setConstantPatternPositions(L,P)}var I=h?Rr(e,w,n,p):c?Fr(e,w,n,c,p):f?Dr(e,w,n):Or(e,w,n);h?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),A.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,a){var i=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===i.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);rn(e,r,n,a,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);rn(e,r,n,a,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var a=r.paint.get(\"fill-extrusion-opacity\");if(0!==a&&\"translucent\"===t.renderPass){var i=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==a||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))nn(t,e,r,n,i,At.disabled,St.disabled),nn(t,e,r,n,i,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();nn(t,e,r,n,i,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var a=t.context,i=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,h=l[1];u<h.length;u+=1){var f=h[u],p=e.getTile(f);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?on(t,p,r,i,o,At.disabled,s):\"translucent\"===t.renderPass&&an(t,p,r,o,c[f.overscaledZ],s)}a.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var a=t.context,i=a.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],h=c[1],f=h[h.length-1].overscaledZ,p=!t.options.moving,d=0,g=h;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-f,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,i.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=sn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?i.NEAREST:i.LINEAR;a.activeTexture.set(i.TEXTURE0),y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),a.activeTexture.set(i.TEXTURE1),b?(b.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST);var M=jr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(a,i.TRIANGLES,v,At.disabled,l,Et.disabled,M,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(a,i.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,M,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0!==a){var i=t.context,o=i.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=At.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(i.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Wr(b,a,t,c,{tileID:x,tileSize:l},m):Yr(b,a,n);d.draw(i,o.TRIANGLES,f,h,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)mn(t,e,r[n])},custom:function(t,e,r){var n=t.context,a=r.implementation;if(\"offscreen\"===t.renderPass){var i=a.prerender;i&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),i.call(a,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===a.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),a.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},yn=function(t,e){this.context=new Ct(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Lt.maxUnderzooming+Lt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Be,this.gpuTimers={}};yn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,a=this.style._order;n<a.length;n+=1)this.style._layers[a[n]].resize()},yn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,He.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,He.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var a=new t.StructArrayLayout4i8;a.emplaceBack(0,0,0,0),a.emplaceBack(t.EXTENT,0,t.EXTENT,0),a.emplaceBack(0,t.EXTENT,0,t.EXTENT),a.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(a,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var i=new t.StructArrayLayout2i4;i.emplaceBack(0,0),i.emplaceBack(1,0),i.emplaceBack(0,1),i.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(i,He.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},yn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Ir(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},yn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var a=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var i=0,o=e;i<o.length;i+=1){var s=o[i],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;a.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Ir(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},yn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),a=n[n.length-1].overscaledZ,i=n[0].overscaledZ-a+1;if(i>1){this.currentStencilSource=void 0,this.nextStencilID+i>256&&this.clearStencil();for(var o={},s=0;s<i;s++)o[s+a]=new At({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=i,[o,n]}return[(e={},e[a]=At.disabled,e),n]},yn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},yn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},yn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},yn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var a=this.style._order,i=this.style.sourceCaches;for(var o in i){var s=i[o];s.used&&s.prepare(this.context)}var l,c,u={},h={},f={};for(var p in i){var d=i[p];u[p]=d.getVisibleCoordinates(),h[p]=u[p].slice().reverse(),f[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<a.length;g++)if(this.style._layers[a[g]].is3D()){this.opaquePassCutoff=g;break}this.renderPass=\"offscreen\";for(var m=0,v=a;m<v.length;m+=1){var y=this.style._layers[v[m]];if(y.hasOffscreenPass()&&!y.isHidden(this.transform.zoom)){var x=h[y.source];(\"custom\"===y.type||x.length)&&this.renderLayer(this,i[y.source],y,x)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=a.length-1;this.currentLayer>=0;this.currentLayer--){var b=this.style._layers[a[this.currentLayer]],_=i[b.source],w=u[b.source];this._renderTileClippingMasks(b,w),this.renderLayer(this,_,b,w)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<a.length;this.currentLayer++){var T=this.style._layers[a[this.currentLayer]],k=i[T.source],M=(\"symbol\"===T.type?f:h)[T.source];this._renderTileClippingMasks(T,u[T.source]),this.renderLayer(this,k,T,M)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&vn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&function(t){var e=t.transform.padding;pn(t,t.transform.height-(e.top||0),3,ln),pn(t,e.bottom||0,3,cn),dn(t,e.left||0,3,un),dn(t,t.transform.width-(e.right||0),3,hn);var r=t.transform.centerPoint;!function(t,e,r,n){gn(t,e-1,r-10,2,20,n),gn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,fn)}(this),this.context.setDefault()},yn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),vn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},yn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},yn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},yn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},yn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],a=this.context.extTimerQuery,i=a.getQueryObjectEXT(n.query,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(n.query),e[r]=i}return e},yn.prototype.translatePosMatrix=function(e,r,n,a,i){if(!n[0]&&!n[1])return e;var o=i?\"map\"===a?this.transform.angle:0:\"viewport\"===a?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[i?n[0]:fe(r,n[0],this.transform.zoom),i?n[1]:fe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},yn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},yn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},yn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},yn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new br(this.context,yr[t],e,Zr[t],this._showOverdrawInspector)),this.cache[r]},yn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},yn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},yn.prototype.initDebugOverlayCanvas=function(){null==this.debugOverlayCanvas&&(this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512,this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,this.context.gl.RGBA))},yn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var xn=function(t,e){this.points=t,this.planes=e};xn.fromInvProjectionMatrix=function(e,r,n){var a=Math.pow(2,n),i=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*a)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],i[e[0]],i[e[1]]),n=t.sub([],i[e[2]],i[e[1]]),a=t.normalize([],t.cross([],r,n)),o=-t.dot(a,i[e[1]]);return a.concat(o)}));return new xn(i,o)};var bn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};bn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),a=t.clone$2(this.max),i=0;i<r.length;i++)n[i]=r[i]?this.min[i]:this.center[i],a[i]=r[i]?this.center[i]:this.max[i];return a[2]=this.max[2],new bn(n,a)},bn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},bn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},bn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,a=0;a<e.planes.length;a++){for(var i=e.planes[a],o=0,s=0;s<r.length;s++)o+=t.dot$1(i,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,h=0;h<e.points.length;h++){var f=e.points[h][l]-this.min[l];c=Math.min(c,f),u=Math.max(u,f)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var _n=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};_n.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},_n.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),a=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,a)},_n.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},_n.prototype.clone=function(){return new _n(this.top,this.bottom,this.left,this.right)},_n.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var wn=function(e,r,n,a,i){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===i||i,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==a?60:a,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new _n,this._posMatrixCache={},this._alignedPosMatrixCache={}},Tn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};wn.prototype.clone=function(){var t=new wn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Tn.minZoom.get=function(){return this._minZoom},Tn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Tn.maxZoom.get=function(){return this._maxZoom},Tn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Tn.minPitch.get=function(){return this._minPitch},Tn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Tn.maxPitch.get=function(){return this._maxPitch},Tn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Tn.renderWorldCopies.get=function(){return this._renderWorldCopies},Tn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Tn.worldSize.get=function(){return this.tileSize*this.scale},Tn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Tn.size.get=function(){return new t.Point(this.width,this.height)},Tn.bearing.get=function(){return-this.angle/Math.PI*180},Tn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Tn.pitch.get=function(){return this._pitch/Math.PI*180},Tn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Tn.fov.get=function(){return this._fov/Math.PI*180},Tn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Tn.zoom.get=function(){return this._zoom},Tn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Tn.center.get=function(){return this._center},Tn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Tn.padding.get=function(){return this._edgeInsets.toJSON()},Tn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Tn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},wn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},wn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},wn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},wn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),a=this.pointCoordinate(new t.Point(this.width,0)),i=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,a.x,i.x,o.x)),l=Math.floor(Math.max(n.x,a.x,i.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},wn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var a=t.MercatorCoordinate.fromLngLat(this.center),i=Math.pow(2,r),o=[i*a.x,i*a.y,0],s=xn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new bn([t*i,0,0],[(t+1)*i,i,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],h=[],f=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_));if(g.zoom===f||w>3+(1<<f-g.zoom)-2&&g.zoom>=l)h.push({tileID:new t.OverscaledTileID(g.zoom===f?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var T=0;T<4;T++){var k=(m<<1)+T%2,M=(v<<1)+(T>>1);u.push({aabb:g.aabb.quadrant(T),zoom:g.zoom+1,x:k,y:M,wrap:g.wrap,fullyVisible:y})}}return h.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},wn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Tn.unmodified.get=function(){return this._unmodified},wn.prototype.zoomScale=function(t){return Math.pow(2,t)},wn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},wn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},wn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Tn.point.get=function(){return this.project(this.center)},wn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),a=this.pointCoordinate(this.centerPoint),i=this.locationCoordinate(e),o=new t.MercatorCoordinate(i.x-(n.x-a.x),i.y-(n.y-a.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},wn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},wn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},wn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},wn.prototype.coordinateLocation=function(t){return t.toLngLat()},wn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var a=r[3],i=n[3],o=r[1]/a,s=n[1]/i,l=r[2]/a,c=n[2]/i,u=l===c?0:(0-l)/(c-l);return new t.MercatorCoordinate(t.number(r[0]/a,n[0]/i,u)/this.worldSize,t.number(o,s,u)/this.worldSize)},wn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},wn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},wn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},wn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},wn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,a=r?this._alignedPosMatrixCache:this._posMatrixCache;if(a[n])return a[n];var i=e.canonical,o=this.worldSize/this.zoomScale(i.z),s=i.x+Math.pow(2,i.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,i.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),a[n]=new Float32Array(l),a[n]},wn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},wn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,a,i=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;i=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-i<c.y?c.y/(o-i):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+i)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<i&&(a=i+m),g+m>o&&(a=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===a||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==a?a:p.y))),this._unmodified=u,this._constraining=!1}},wn.prototype._calcMatrices=function(){if(this.height){var e=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var r=Math.PI/2+this._pitch,n=this._fov*(.5+e.y/this.height),a=Math.sin(n)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-r-n,.01,Math.PI-.01)),i=this.point,o=i.x,s=i.y,l=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,u=new Float64Array(16);t.perspective(u,this._fov,this.width/this.height,c,l),u[8]=2*-e.x/this.width,u[9]=2*e.y/this.height,t.scale(u,u,[1,-1,1]),t.translate(u,u,[0,0,-this.cameraToCenterDistance]),t.rotateX(u,u,this._pitch),t.rotateZ(u,u,this.angle),t.translate(u,u,[-o,-s,0]),this.mercatorMatrix=t.scale([],u,[this.worldSize,this.worldSize,this.worldSize]),t.scale(u,u,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=u,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,f=this.height%2/2,p=Math.cos(this.angle),d=Math.sin(this.angle),g=o-Math.round(o)+p*h+d*f,m=s-Math.round(s)+p*f+d*h,v=new Float64Array(u);if(t.translate(v,v,[g>.5?g-1:g,m>.5?m-1:m,0]),this.alignedProjMatrix=v,u=t.create(),t.scale(u,u,[this.width/2,-this.height/2,1]),t.translate(u,u,[1,-1,0]),this.labelPlaneMatrix=u,u=t.create(),t.scale(u,u,[1,-1,1]),t.translate(u,u,[-1,-1,0]),t.scale(u,u,[2/this.width,2/this.height,1]),this.glCoordMatrix=u,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(u=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=u,this._posMatrixCache={},this._alignedPosMatrixCache={}}},wn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},wn.prototype.getCameraPoint=function(){var e=Math.tan(this._pitch)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,e))},wn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,a=r.y,i=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),a=Math.min(a,c.y),i=Math.max(i,c.x),o=Math.max(o,c.y)}return[new t.Point(n,a),new t.Point(i,a),new t.Point(i,o),new t.Point(n,o),new t.Point(n,a)]},Object.defineProperties(wn.prototype,Tn);var kn=function(e){var r,n,a,i;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=!1,a=null,i=function(){a=null,n&&(r(),a=setTimeout(i,300),n=!1)},function(){return n=!0,a||i(),a})};kn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},kn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},kn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,a=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),i=Math.pow(10,a),o=Math.round(r.lng*i)/i,s=Math.round(r.lat*i)/i,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var h=this._hashName,f=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===h?(f=!0,e+\"=\"+u):t})).filter((function(t){return t}));return f||p.push(h+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},kn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},kn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},kn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var Mn={linearity:.3,easing:t.bezier(0,0,.3,1)},An=t.extend({deceleration:2500,maxSpeed:1400},Mn),Sn=t.extend({deceleration:20,maxSpeed:1400},Mn),En=t.extend({deceleration:1e3,maxSpeed:360},Mn),Cn=t.extend({deceleration:1e3,maxSpeed:90},Mn),Ln=function(t){this._map=t,this.clear()};function Pn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function In(e,r,n){var a=n.maxSpeed,i=n.linearity,o=n.deceleration,s=t.clamp(e*i/(r/1e3),-a,a),l=Math.abs(s)/(o*i);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Ln.prototype.clear=function(){this._inertiaBuffer=[]},Ln.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Ln.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Ln.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,a=this._inertiaBuffer;n<a.length;n+=1){var i=a[n].settings;r.zoom+=i.zoomDelta||0,r.bearing+=i.bearingDelta||0,r.pitch+=i.pitchDelta||0,i.panDelta&&r.pan._add(i.panDelta),i.around&&(r.around=i.around),i.pinchAround&&(r.pinchAround=i.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=In(r.pan.mag(),o,t.extend({},An,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Pn(s,l)}if(r.zoom){var c=In(r.zoom,o,Sn);s.zoom=this._map.transform.zoom+c.amount,Pn(s,c)}if(r.bearing){var u=In(r.bearing,o,En);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),Pn(s,u)}if(r.pitch){var h=In(r.pitch,o,Cn);s.pitch=this._map.transform.pitch+h.amount,Pn(s,h)}if(s.zoom||s.bearing){var f=void 0===r.pinchAround?r.around:r.pinchAround;s.around=f?this._map.unproject(f):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var zn=function(e){function n(n,a,i,o){void 0===o&&(o={});var s=r.mousePos(a.getCanvasContainer(),i),l=a.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:i},o)),this._defaultPrevented=!1,this.target=a}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),On=function(e){function n(n,a,i){var o=\"touchend\"===n?i.changedTouches:i.touches,s=r.touchPos(a.getCanvasContainer(),o),l=s.map((function(t){return a.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=a.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:i}),this._defaultPrevented=!1}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),Dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Rn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Rn.prototype.reset=function(){delete this._mousedownPos},Rn.prototype.wheel=function(t){return this._firePreventable(new Dn(t.type,this._map,t))},Rn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseup=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.dblclick=function(t){return this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseover=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.mouseout=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.touchstart=function(t){return this._firePreventable(new On(t.type,this._map,t))},Rn.prototype.touchend=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchcancel=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Rn.prototype.isEnabled=function(){return!0},Rn.prototype.isActive=function(){return!1},Rn.prototype.enable=function(){},Rn.prototype.disable=function(){};var Fn=function(t){this._map=t};Fn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Fn.prototype.mousemove=function(t){this._map.fire(new zn(t.type,this._map,t))},Fn.prototype.touchmove=function(t){this._map.fire(new On(t.type,this._map,t))},Fn.prototype.mousedown=function(){this._delayContextMenu=!0},Fn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new zn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Fn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new zn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Fn.prototype.isEnabled=function(){return!0},Fn.prototype.isActive=function(){return!1},Fn.prototype.enable=function(){},Fn.prototype.disable=function(){};var Bn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Nn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Bn.prototype.isEnabled=function(){return!!this._enabled},Bn.prototype.isActive=function(){return!!this._active},Bn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Bn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Bn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Bn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var a=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var i=Math.min(a.x,n.x),o=Math.max(a.x,n.x),s=Math.min(a.y,n.y),l=Math.max(a.y,n.y);r.setTransform(this._box,\"translate(\"+i+\"px,\"+s+\"px)\"),this._box.style.width=o-i+\"px\",this._box.style.height=l-s+\"px\"}}},Bn.prototype.mouseupWindow=function(e,n){var a=this;if(this._active&&0===e.button){var i=this._startPos,o=n;if(this.reset(),r.suppressClick(),i.x!==o.x||i.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(i,o,a._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Bn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Bn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var jn=function(t){this.reset(),this.numTouches=t.numTouches};jn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},jn.prototype.touchstart=function(e,r){(this.centroid||e.targetTouches.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),e.targetTouches.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,a=e;n<a.length;n+=1)r._add(a[n]);return r.div(e.length)}(r),this.touches=Nn(e.targetTouches,r)))},jn.prototype.touchmove=function(t,e){if(!this.aborted&&this.centroid){var r=Nn(t.targetTouches,e);for(var n in this.touches){var a=r[n];(!a||a.dist(this.touches[n])>30)&&(this.aborted=!0)}}},jn.prototype.touchend=function(t){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===t.targetTouches.length){var e=!this.aborted&&this.centroid;if(this.reset(),e)return e}};var Un=function(t){this.singleTap=new jn(t),this.numTaps=t.numTaps,this.reset()};Un.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Un.prototype.touchstart=function(t,e){this.singleTap.touchstart(t,e)},Un.prototype.touchmove=function(t,e){this.singleTap.touchmove(t,e)},Un.prototype.touchend=function(t){var e=this.singleTap.touchend(t);if(e){var r=t.timeStamp-this.lastTime<500,n=!this.lastTap||this.lastTap.dist(e)<30;if(r&&n||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=e,this.count===this.numTaps)return this.reset(),e}};var Vn=function(){this._zoomIn=new Un({numTouches:1,numTaps:2}),this._zoomOut=new Un({numTouches:2,numTaps:1}),this.reset()};Vn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Vn.prototype.touchstart=function(t,e){this._zoomIn.touchstart(t,e),this._zoomOut.touchstart(t,e)},Vn.prototype.touchmove=function(t,e){this._zoomIn.touchmove(t,e),this._zoomOut.touchmove(t,e)},Vn.prototype.touchend=function(t){var e=this,r=this._zoomIn.touchend(t),n=this._zoomOut.touchend(t);return r?(this._active=!0,t.preventDefault(),setTimeout((function(){return e.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(r)},{originalEvent:t})}}):n?(this._active=!0,t.preventDefault(),setTimeout((function(){return e.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(n)},{originalEvent:t})}}):void 0},Vn.prototype.touchcancel=function(){this.reset()},Vn.prototype.enable=function(){this._enabled=!0},Vn.prototype.disable=function(){this._enabled=!1,this.reset()},Vn.prototype.isEnabled=function(){return this._enabled},Vn.prototype.isActive=function(){return this._active};var qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},qn.prototype._correctButton=function(t,e){return!1},qn.prototype._move=function(t,e){return{}},qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},qn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},qn.prototype.enable=function(){this._enabled=!0},qn.prototype.disable=function(){this._enabled=!1,this.reset()},qn.prototype.isEnabled=function(){return this._enabled},qn.prototype.isActive=function(){return this._active};var Hn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(qn),Gn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Yn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Wn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Wn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Wn.prototype.touchstart=function(t,e){return this._calculateTransform(t,e)},Wn.prototype.touchmove=function(t,e){if(this._active)return t.preventDefault(),this._calculateTransform(t,e)},Wn.prototype.touchend=function(t,e){this._calculateTransform(t,e),this._active&&t.targetTouches.length<this._minTouches&&this.reset()},Wn.prototype.touchcancel=function(){this.reset()},Wn.prototype._calculateTransform=function(e,r){e.targetTouches.length>0&&(this._active=!0);var n=Nn(e.targetTouches,r),a=new t.Point(0,0),i=new t.Point(0,0),o=0;for(var s in n){var l=n[s],c=this._touches[s];c&&(a._add(l),i._add(l.sub(c)),o++,n[s]=l)}if(this._touches=n,!(o<this._minTouches)&&i.mag()){var u=i.div(o);if(this._sum._add(u),!(this._sum.mag()<this._clickTolerance))return{around:a.div(o),panDelta:u}}},Wn.prototype.enable=function(){this._enabled=!0},Wn.prototype.disable=function(){this._enabled=!1,this.reset()},Wn.prototype.isEnabled=function(){return this._enabled},Wn.prototype.isActive=function(){return this._active};var Zn=function(){this.reset()};function Xn(t,e,r){for(var n=0;n<t.targetTouches.length;n++)if(t.targetTouches[n].identifier===r)return e[n]}function Jn(t,e){return Math.log(t/e)/Math.LN2}Zn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Zn.prototype._start=function(t){},Zn.prototype._move=function(t,e,r){return{}},Zn.prototype.touchstart=function(t,e){this._firstTwoTouches||t.targetTouches.length<2||(this._firstTwoTouches=[t.targetTouches[0].identifier,t.targetTouches[1].identifier],this._start([e[0],e[1]]))},Zn.prototype.touchmove=function(t,e){if(this._firstTwoTouches){t.preventDefault();var r=this._firstTwoTouches,n=r[1],a=Xn(t,e,r[0]),i=Xn(t,e,n);if(a&&i){var o=this._aroundCenter?null:a.add(i).div(2);return this._move([a,i],o,t)}}},Zn.prototype.touchend=function(t,e){if(this._firstTwoTouches){var n=this._firstTwoTouches,a=n[1],i=Xn(t,e,n[0]),o=Xn(t,e,a);i&&o||(this._active&&r.suppressClick(),this.reset())}},Zn.prototype.touchcancel=function(){this.reset()},Zn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Zn.prototype.disable=function(){this._enabled=!1,this.reset()},Zn.prototype.isEnabled=function(){return this._enabled},Zn.prototype.isActive=function(){return this._active};var Kn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(Jn(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:Jn(this._distance,r),pinchAround:e}},e}(Zn);function Qn(t,e){return 180*t.angleWith(e)/Math.PI}var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:Qn(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=Qn(t,this._startVector);return Math.abs(r)<e},e}(Zn);function ta(t){return Math.abs(t.y)>Math.abs(t.x)}var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ta(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),a=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,a,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+a.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,a=e.mag()>=2;if(n||a){if(!n||!a)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var i=t.y>0==e.y>0;return ta(t)&&ta(e)&&i}},e}(Zn),ra={panStep:100,bearingStep:15,pitchStep:10},na=function(){var t=ra;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function aa(t){return t*(2-t)}na.prototype.reset=function(){this._active=!1},na.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,a=0,i=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),i=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),i=1);break;case 38:t.shiftKey?a=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?a=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:aa,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+a*e._pitchStep,offset:[-i*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},na.prototype.enable=function(){this._enabled=!0},na.prototype.disable=function(){this._enabled=!1,this.reset()},na.prototype.isEnabled=function(){return this._enabled},na.prototype.isActive=function(){return this._active};var ia=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};ia.prototype.setZoomRate=function(t){this._defaultZoomRate=t},ia.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},ia.prototype.isEnabled=function(){return!!this._enabled},ia.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},ia.prototype.isZooming=function(){return!!this._zooming},ia.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},ia.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},ia.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),a=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":a>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(a*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},ia.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},ia.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},ia.prototype.renderFrame=function(){return this._onScrollFrame()},ia.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,a=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==a&&(a=1/a);var i=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(i*a))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var h=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),f=c(h);o=t.number(l,s,f),h<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},ia.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,a=(t.browser.now()-n.start)/n.duration,i=n.easing(a+.01)-n.easing(a),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},ia.prototype.reset=function(){this._active=!1};var oa=function(t,e){this._clickZoom=t,this._tapZoom=e};oa.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},oa.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},oa.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},oa.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var sa=function(){this.reset()};sa.prototype.reset=function(){this._active=!1},sa.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},sa.prototype.enable=function(){this._enabled=!0},sa.prototype.disable=function(){this._enabled=!1,this.reset()},sa.prototype.isEnabled=function(){return this._enabled},sa.prototype.isActive=function(){return this._active};var la=function(){this._tap=new Un({numTouches:1,numTaps:1}),this.reset()};la.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},la.prototype.touchstart=function(t,e){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?t.targetTouches.length>0&&(this._swipePoint=e[0],this._swipeTouch=t.targetTouches[0].identifier):this._tap.touchstart(t,e))},la.prototype.touchmove=function(t,e){if(this._tapTime){if(this._swipePoint){if(t.targetTouches[0].identifier!==this._swipeTouch)return;var r=e[0],n=r.y-this._swipePoint.y;return this._swipePoint=r,t.preventDefault(),this._active=!0,{zoomDelta:n/128}}}else this._tap.touchmove(t,e)},la.prototype.touchend=function(t){this._tapTime?this._swipePoint&&0===t.targetTouches.length&&this.reset():this._tap.touchend(t)&&(this._tapTime=t.timeStamp)},la.prototype.touchcancel=function(){this.reset()},la.prototype.enable=function(){this._enabled=!0},la.prototype.disable=function(){this._enabled=!1,this.reset()},la.prototype.isEnabled=function(){return this._enabled},la.prototype.isActive=function(){return this._active};var ca=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};ca.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},ca.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},ca.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},ca.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var ua=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};ua.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},ua.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},ua.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},ua.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var ha=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};ha.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},ha.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},ha.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},ha.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var fa=function(t){return t.zoom||t.drag||t.pitch||t.rotate},pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(t.Event);function da(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ga=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Ln(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var a=this._el;this._listeners=[[a,\"touchstart\",{passive:!1}],[a,\"touchmove\",{passive:!1}],[a,\"touchend\",void 0],[a,\"touchcancel\",void 0],[a,\"mousedown\",void 0],[a,\"mousemove\",void 0],[a,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[a,\"mouseover\",void 0],[a,\"mouseout\",void 0],[a,\"dblclick\",void 0],[a,\"click\",void 0],[a,\"keydown\",{capture:!1}],[a,\"keyup\",void 0],[a,\"wheel\",{passive:!1}],[a,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var i=0,o=this._listeners;i<o.length;i+=1){var s=o[i],l=s[0];r.addEventListener(l,s[1],l===t.window.document?this.handleWindowEvent:this.handleEvent,s[2])}};ga.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var a=n[e],i=a[0];r.removeEventListener(i,a[1],i===t.window.document?this.handleWindowEvent:this.handleEvent,a[2])}},ga.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Rn(e,t));var n=e.boxZoom=new Bn(e,t);this._add(\"boxZoom\",n);var a=new Vn,i=new sa;e.doubleClickZoom=new oa(i,a),this._add(\"tapZoom\",a),this._add(\"clickZoom\",i);var o=new la;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ea;this._add(\"touchPitch\",s);var l=new Gn(t),c=new Yn(t);e.dragRotate=new ua(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Hn(t),h=new Wn(t);e.dragPan=new ca(r,u,h),this._add(\"mousePan\",u),this._add(\"touchPan\",h,[\"touchZoom\",\"touchRotate\"]);var f=new $n,p=new Kn;e.touchZoomRotate=new ha(r,p,f,o),this._add(\"touchRotate\",f,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new ia(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new na;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new Fn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},ga.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ga.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ga.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ga.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ga.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ga.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ga.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ga.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,a={needsRenderFrame:!1},i={},o={},s=t?t.targetTouches?r.touchPos(this._el,t.targetTouches):r.mousePos(this._el,t):null,l=0,c=this._handlers;l<c.length;l+=1){var u=c[l],h=u.handlerName,f=u.handler,p=u.allowed;if(f.isEnabled()){var d=void 0;this._blockedByActive(o,p,h)?f.reset():f[e||t.type]&&(d=f[e||t.type](t,s),this.mergeHandlerResult(a,i,d,h,n),d&&d.needsRenderFrame&&this._triggerRenderFrame()),(d||f.isActive())&&(o[h]=f)}}var g={};for(var m in this._previousActiveHandlers)o[m]||(g[m]=n);this._previousActiveHandlers=o,(Object.keys(g).length||da(a))&&(this._changes.push([a,i,g]),this._triggerRenderFrame()),(Object.keys(o).length||da(a))&&this._map._stop(!0),this._updatingCamera=!1;var v=a.cameraAnimation;v&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],v(this._map))}else this.stop()},ga.prototype.mergeHandlerResult=function(e,r,n,a,i){if(n){t.extend(e,n);var o={handlerName:a,originalEvent:n.originalEvent||i};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ga.prototype._applyChanges=function(){for(var e={},r={},n={},a=0,i=this._changes;a<i.length;a+=1){var o=i[a],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},ga.prototype._updateMapTransform=function(t,e,r){var n=this._map,a=n.transform;if(!da(t))return this._fireEvents(e,r);var i=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var h=a.pointLocation(i?c.sub(i):c);s&&(a.bearing+=s),l&&(a.pitch+=l),o&&(a.zoom+=o),a.setLocationAtPoint(h,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ga.prototype._fireEvents=function(e,r){var n,a=this,i=fa(this._eventsInProgress),o=fa(e);for(var s in!i&&o&&this._fireEvent(\"movestart\",o.originalEvent),e){var l=e[s].originalEvent,c=!this._eventsInProgress[s];this._eventsInProgress[s]=e[s],c&&this._fireEvent(s+\"start\",l)}for(var u in e.rotate&&(this._bearingChanged=!0),o&&this._fireEvent(\"move\",o.originalEvent),e)this._fireEvent(u,e[u].originalEvent);for(var h in this._eventsInProgress){var f=this._eventsInProgress[h],p=f.handlerName,d=f.originalEvent;this._handlersById[p].isActive()||(delete this._eventsInProgress[h],this._fireEvent(h+\"end\",n=r[p]||d))}var g=fa(this._eventsInProgress);if((i||o)&&!g){this._updatingCamera=!0;var m=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),v=function(t){return 0!==t&&-a._bearingSnap<t&&t<a._bearingSnap};m?(v(m.bearing||this._map.getBearing())&&(m.bearing=0),this._map.easeTo(m,{originalEvent:n})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:n})),v(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ga.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ga.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new pa(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var ma=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,a){var i={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(a=t.extend({padding:i,offset:[0,0],maxZoom:this.transform.maxZoom},a)).padding){var o=a.padding;a.padding={top:o,bottom:o,right:o,left:o}}a.padding=t.extend(i,a.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),h=c.rotate(-n*Math.PI/180),f=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(h.x,f.x),Math.max(h.y,f.y)),d=new t.Point(Math.min(h.x,f.x),Math.min(h.y,f.y)),g=p.sub(d),m=(s.width-(l.left+l.right+a.padding.left+a.padding.right))/g.x,v=(s.height-(l.top+l.bottom+a.padding.top+a.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),a.maxZoom),x=t.Point.convert(a.offset),b=new t.Point(x.x+(a.padding.left-a.padding.right)/2,x.y+(a.padding.top-a.padding.bottom)/2).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(b)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,a,i){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,a),a,i)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,a=!1,i=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(a=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(i=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),a&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),i&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var a=this.transform,i=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:i,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,h=\"pitch\"in e?+e.pitch:s,f=\"padding\"in e?e.padding:a.padding,p=t.Point.convert(e.offset),d=a.centerPoint.add(p),g=a.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=a.project(g),b=a.project(m).sub(x),_=a.zoomScale(c-i);e.around&&(v=t.LngLat.convert(e.around),y=a.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==i,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||h!==s,this._padding=!a.isPaddingEqual(f),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(a.zoom=t.number(i,c,e)),n._rotating&&(a.bearing=t.number(o,u,e)),n._pitching&&(a.pitch=t.number(s,h,e)),n._padding&&(a.interpolatePadding(l,f,e),d=a.centerPoint.add(p)),v)a.setLocationAtPoint(v,y);else{var g=a.zoomScale(a.zoom-i),m=c>i?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=a.unproject(x.add(b.mult(e*w)).mult(g));a.setLocationAtPoint(a.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,a=this._rotating,i=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),a&&this.fire(new t.Event(\"rotateend\",e)),i&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var a=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(a,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var i=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,i.minZoom,i.maxZoom):o,h=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,f=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:i.padding,d=i.zoomScale(u-o),g=t.Point.convert(e.offset),m=i.centerPoint.add(g),v=i.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=i.project(v),b=i.project(y).sub(x),_=e.curve,w=Math.max(i.width,i.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var M=t.clamp(Math.min(e.minZoom,o,u),i.minZoom,i.maxZoom),A=w/i.zoomScale(M-o);_=Math.sqrt(A/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return L(P)/L(P+_*t)},z=function(t){return w*((L(P)*(C(e=P+_*t)/L(e))-C(P))/S)/k;var e},O=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/_,z=function(){return 0},I=function(t){return Math.exp(D*_*t)}}return e.duration=\"duration\"in e?+e.duration:1e3*O/(\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed),e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==h,this._pitching=f!==l,this._padding=!i.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var a=e*O,d=1/I(a);i.zoom=1===e?u:o+i.scaleZoom(d),n._rotating&&(i.bearing=t.number(s,h,e)),n._pitching&&(i.pitch=t.number(l,f,e)),n._padding&&(i.interpolatePadding(c,p,e),m=i.centerPoint.add(g));var v=1===e?y:i.unproject(x.add(b.mult(z(a))).mult(d));i.setLocationAtPoint(i.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),va=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};va.prototype.getDefaultPosition=function(){return\"bottom-right\"},va.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},va.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},va.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},va.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},va.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var a=r[n];if(a.used){var i=a.getSource();i.attribution&&t.indexOf(i.attribution)<0&&t.push(i.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},va.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var ya=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};ya.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},ya.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},ya.prototype.getDefaultPosition=function(){return\"bottom-left\"},ya.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},ya.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},ya.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var xa=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};xa.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},xa.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var a=n[r];if(a.id===t)return void(a.cancelled=!0)}},xa.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var a=n[r];if(!a.cancelled&&(a.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},xa.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var ba={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},_a=t.window.HTMLImageElement,wa=t.window.HTMLElement,Ta=t.window.ImageBitmap,ka={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ma=function(n){function a(e){var r=this;if(null!=(e=t.extend({},ka,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var a=new wn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,a,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new xa,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},ba,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof wa))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ga(this,e),this._hash=e.hash&&new kn(\"string\"==typeof e.hash&&e.hash||void 0).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new va({customAttribution:e.customAttribution})),this.addControl(new ya,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(a.__proto__=n),(a.prototype=Object.create(n&&n.prototype)).constructor=a;var i={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return a.prototype._getMapId=function(){return this._mapId},a.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var a=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?a.insertBefore(n,a.firstChild):a.appendChild(n),this},a.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},a.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],a=r[1];this._resizeCanvas(n,a),this.transform.resize(n,a),this.painter.resize(n,a);var i=!this._moving;return i&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),i&&this.fire(new t.Event(\"moveend\",e)),this},a.prototype.getBounds=function(){return this.transform.getBounds()},a.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},a.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},a.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},a.prototype.getMinZoom=function(){return this.transform.minZoom},a.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},a.prototype.getMaxZoom=function(){return this.transform.maxZoom},a.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},a.prototype.getMinPitch=function(){return this.transform.minPitch},a.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},a.prototype.getMaxPitch=function(){return this.transform.maxPitch},a.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},a.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},a.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},a.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},a.prototype.isMoving=function(){return this._moving||this.handlers.isActive()},a.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},a.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},a.prototype._createDelegatedListener=function(t,e,r){var n,a=this;if(\"mouseenter\"===t||\"mouseover\"===t){var i=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?i||(i=!0,r.call(a,new zn(t,a,n.originalEvent,{features:o}))):i=!1},mouseout:function(){i=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(a,new zn(t,a,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(a,new zn(t,a,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=a.getLayer(e)?a.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(a,t),delete t.features)},n)}},a.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(a),a.delegates)this.on(i,a.delegates[i]);return this},a.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in a.delegates)this.once(i,a.delegates[i]);return this},a.prototype.off=function(t,e,r){var a=this;return void 0===r?n.prototype.off.call(this,t,e):(this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var i=n[t],o=0;o<i.length;o++){var s=i[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)a.off(l,s.delegates[l]);return i.splice(o,1),a}}}(this._delegatedListeners),this)},a.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var a=t.Point.convert(e[0]),i=t.Point.convert(e[1]);n=[a,new t.Point(i.x,a.y),i,new t.Point(a.x,i.y),a]}return this.style.queryRenderedFeatures(n,r,this.transform)},a.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},a.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},a.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},a.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},a.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},a.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var a=this._requestManager.normalizeStyleURL(e),i=this._requestManager.transformRequest(a,t.ResourceType.Style);t.getJSON(i,(function(e,a){e?n.fire(new t.ErrorEvent(e)):a&&n._updateDiff(a,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},a.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},a.prototype.getStyle=function(){if(this.style)return this.style.serialize()},a.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},a.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},a.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},a.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var a=r[n];if(\"loaded\"!==a.state&&\"errored\"!==a.state)return!1}}return!0},a.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},a.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},a.prototype.getSource=function(t){return this.style.getSource(t)},a.prototype.addImage=function(e,r,n){void 0===n&&(n={});var a=n.pixelRatio;void 0===a&&(a=1);var i=n.sdf;void 0===i&&(i=!1);var o=n.stretchX,s=n.stretchY,l=n.content;if(this._lazyInitEmptyStyle(),r instanceof _a||Ta&&r instanceof Ta){var c=t.browser.getImageData(r);this.style.addImage(e,{data:new t.RGBAImage({width:c.width,height:c.height},c.data),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r;this.style.addImage(e,{data:new t.RGBAImage({width:r.width,height:r.height},new Uint8Array(r.data)),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0,userImage:u}),u.onAdd&&u.onAdd(this,e)}},a.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var a=r instanceof _a||Ta&&r instanceof Ta?t.browser.getImageData(r):r,i=a.width,o=a.height,s=a.data;return void 0===i||void 0===o?this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\"))):i!==n.data.width||o!==n.data.height?this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\"))):(n.data.replace(s,!(r instanceof _a||Ta&&r instanceof Ta)),void this.style.updateImage(e,n))},a.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},a.prototype.removeImage=function(t){this.style.removeImage(t)},a.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},a.prototype.listImages=function(){return this.style.listImages()},a.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},a.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},a.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},a.prototype.getLayer=function(t){return this.style.getLayer(t)},a.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},a.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},a.prototype.getFilter=function(t){return this.style.getFilter(t)},a.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},a.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},a.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},a.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},a.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},a.prototype.getLight=function(){return this.style.getLight()},a.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},a.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},a.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},a.prototype.getContainer=function(){return this._container},a.prototype.getCanvasContainer=function(){return this._canvasContainer},a.prototype.getCanvas=function(){return this._canvas},a.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},a.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},a.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var a=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),i=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){i[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,a)}))},a.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},a.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new yn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},a.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},a.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},a.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},a.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},a.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},a.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},a.prototype._render=function(e){var r,n=this,a=0,i=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=i.createQueryEXT(),i.beginQueryEXT(i.TIME_ELAPSED_EXT,r),a=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var h=t.browser.now()-a;i.endQueryEXT(i.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=i.getQueryObjectEXT(r,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:h,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var f=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(f);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},a.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Aa(this._canvasContainer),Aa(this._controlContainer),Aa(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},a.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},a.prototype._onWindowOnline=function(){this._update()},a.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},i.showTileBoundaries.get=function(){return!!this._showTileBoundaries},i.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},i.showPadding.get=function(){return!!this._showPadding},i.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},i.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},i.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},i.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},i.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},i.repaint.get=function(){return!!this._repaint},i.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},i.vertices.get=function(){return!!this._vertices},i.vertices.set=function(t){this._vertices=t,this._update()},a.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},i.version.get=function(){return t.version},Object.defineProperties(a.prototype,i),a}(ma);function Aa(t){t.parentNode&&t.parentNode.removeChild(t)}var Sa={showCompass:!0,showZoom:!0,visualizePitch:!1},Ea=function(e){var n=this;this.options=t.extend({},Sa,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Ea.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Ea.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Ea.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ca(this._map,this._compass,this.options.visualizePitch)),this._container},Ea.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Ea.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Ea.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ca=function(e,n,a){void 0===a&&(a=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Gn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,a&&(this.mousePitch=new Yn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function La(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var a=new t.LngLat(e.lng-360,e.lat),i=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(a).distSqr(r)<o?e=a:n.locationPoint(i).distSqr(r)<o&&(e=i)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ca.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ca.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var a=this.mousePitch.mousemoveWindow(t,e);a&&a.pitchDelta&&r.setPitch(r.getPitch()+a.pitchDelta)}},Ca.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ca.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ca.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ca.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ca.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ca.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ca.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Pa={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Ia(t,e,r){var n=t.classList;for(var a in Pa)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+a);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var za,Oa=function(e){function n(n,a){var i=this;if(e.call(this),(n instanceof t.window.HTMLElement||a)&&(n=t.extend({element:n},a)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,h=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<h.length;u+=1){var f=h[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",f.rx),p.setAttributeNS(null,\"ry\",f.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=i._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Ia(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Pa[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Da={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0},Ra=0,Fa=!1,Ba=function(e){function n(r){e.call(this),this.options=t.extend({},Da,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==za?n(za):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){n(za=\"denied\"!==t.state)})):n(za=!!t.window.navigator.geolocation),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ra=0,Fa=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,a=this._map.getBearing(),i=t.extend({bearing:a},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),i,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),a=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=a+\"px\",this._circleElement.style.height=a+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Fa)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var a=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}else{var i=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Oa(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Oa({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||e.originalEvent&&\"resize\"===e.originalEvent.type||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ra--,Fa=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ra>1?(e={maximumAge:6e5,timeout:0},Fa=!0):(e=this.options.positionOptions,Fa=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Na={maxWidth:100,unit:\"metric\"},ja=function(e){this.options=t.extend({},Na,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ua(t,e,r){var n=r&&r.maxWidth||100,a=t._container.clientHeight/2,i=t.unproject([0,a]),o=t.unproject([n,a]),s=i.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?Va(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):Va(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?Va(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?Va(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Va(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Va(t,e,r,n){var a,i,o,s=(a=r,(i=Math.pow(10,(\"\"+Math.floor(a)).length-1))*(o=(o=a/i)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o)));t.style.width=e*(s/r)+\"px\",t.innerHTML=s+\"&nbsp;\"+n}ja.prototype.getDefaultPosition=function(){return\"bottom-left\"},ja.prototype._onMove=function(){Ua(this._map,this._container,this.options)},ja.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},ja.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},ja.prototype.setUnit=function(t){this.options.unit=t,Ua(this._map,this._container,this.options)};var qa=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};qa.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},qa.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},qa.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},qa.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},qa.prototype._isFullscreen=function(){return this._fullscreen},qa.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},qa.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Ha={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Ga=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Ha),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),a=t.window.document.createElement(\"body\");for(a.innerHTML=e;r=a.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this;if(this._map&&(this._lngLat||this._trackPointer)&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),i=this.options.anchor,o=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var a=t.Point.convert(r);return{center:a,top:a,\"top-left\":a,\"top-right\":a,bottom:a,\"bottom-left\":a,\"bottom-right\":a,left:a,right:a}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!i){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=a.y+o.bottom.y<c?[\"top\"]:a.y>this._map.transform.height-c?[\"bottom\"]:[],a.x<l/2?s.push(\"left\"):a.x>this._map.transform.width-l/2&&s.push(\"right\"),i=0===s.length?\"bottom\":s.join(\"-\")}var u=a.add(o[i]).round();r.setTransform(this._container,Pa[i]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Ia(this._container,i,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented),Ya={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ma,NavigationControl:Ea,GeolocateControl:Ba,AttributionControl:va,ScaleControl:ja,FullscreenControl:qa,Popup:Ga,Marker:Oa,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(Ot)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Ot),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Ya})),r}))},{}],431:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=i(t,n);return r};var n=t(\"convex-hull\");function a(t,e,r){for(var n=new Array(t),a=0;a<t;++a)n[a]=0,a===e&&(n[a]+=.5),a===r&&(n[a]+=.5);return n}function i(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],i=[],o=0;o<=t;++o)if(e&1<<o){r.push(a(t,o-1,o-1)),i.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(a(t,o-1,s-1)),i.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],h=[];for(s=0;s<u.length;++s){if(!i[u[s]])continue t;h.push(i[u[s]].slice())}c.push(h)}return c}},{\"convex-hull\":132}],432:[function(t,e,r){var n=t(\"./normalize\"),a=t(\"gl-mat4/create\"),i=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=a(),h=a(),f=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,a){t[0]=e[0]*n+r[0]*a,t[1]=e[1]*n+r[1]*a,t[2]=e[2]*n+r[2]*a}e.exports=function(t,e,r,a,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),a||(a=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(i(h,u),h[3]=0,h[7]=0,h[11]=0,h[15]=1,Math.abs(o(h)<1e-8))return!1;var y,x,b,_,w,T,k,M=u[3],A=u[7],S=u[11],E=u[12],C=u[13],L=u[14],P=u[15];if(0!==M||0!==A||0!==S){if(f[0]=M,f[1]=A,f[2]=S,f[3]=P,!s(h,h))return!1;l(h,h),y=m,b=h,_=(x=f)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=C,e[2]=L,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),a[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-a[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),a[0]/=r[1],a[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-a[1]),a[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-a[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),a[1]/=r[2],a[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":433,\"gl-mat4/clone\":270,\"gl-mat4/create\":271,\"gl-mat4/determinant\":272,\"gl-mat4/invert\":276,\"gl-mat4/transpose\":287,\"gl-vec3/cross\":338,\"gl-vec3/dot\":343,\"gl-vec3/length\":353,\"gl-vec3/normalize\":360}],433:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,a=0;a<16;a++)t[a]=e[a]*n;return!0}},{}],434:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),a=t(\"mat4-recompose\"),i=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=h(),c=h(),u=h();function h(){return{translate:f(),scale:f(1),skew:f(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function f(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,h){if(0===o(e)||0===o(r))return!1;var f=i(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=i(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!f||!p)&&(n(u.translate,l.translate,c.translate,h),n(u.skew,l.skew,c.skew,h),n(u.scale,l.scale,c.scale,h),n(u.perspective,l.perspective,c.perspective,h),s(u.quaternion,l.quaternion,c.quaternion,h),a(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{\"gl-mat4/determinant\":272,\"gl-vec3/lerp\":354,\"mat4-decompose\":432,\"mat4-recompose\":435,\"quat-slerp\":488}],435:[function(t,e,r){var n={identity:t(\"gl-mat4/identity\"),translate:t(\"gl-mat4/translate\"),multiply:t(\"gl-mat4/multiply\"),create:t(\"gl-mat4/create\"),scale:t(\"gl-mat4/scale\"),fromRotationTranslation:t(\"gl-mat4/fromRotationTranslation\")},a=(n.create(),n.create());e.exports=function(t,e,r,i,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(a),0!==i[2]&&(a[9]=i[2],n.multiply(t,t,a)),0!==i[1]&&(a[9]=0,a[8]=i[1],n.multiply(t,t,a)),0!==i[0]&&(a[8]=0,a[4]=i[0],n.multiply(t,t,a)),n.scale(t,t,r),t}},{\"gl-mat4/create\":271,\"gl-mat4/fromRotationTranslation\":274,\"gl-mat4/identity\":275,\"gl-mat4/multiply\":278,\"gl-mat4/scale\":285,\"gl-mat4/translate\":286}],436:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],437:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),a=t(\"mat4-interpolate\"),i=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),h=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),f=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],f=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)f[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&f[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=f[c];else a(o,f,d,(t-e[r])/u)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],h(g,g);var m=this.computedInverse;i(m,o);var v=this.computedEye,y=m[15];v[0]=m[12]/y,v[1]=m[13]/y,v[2]=m[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||f,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var a=0,i=0;i<3;++i)a+=Math.pow(r[i]-e[i],2);a=Math.log(Math.sqrt(a)),this.computedRadius[0]=a},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var a=this.computedInverse;e&&s(a,a,e),r&&o(a,a,r),n&&l(a,a,n),this.setMatrix(t,i(this.computedMatrix,a))};var g=[0,0,0];d.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var 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l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},f.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},f.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var a=n[15];if(Math.abs(a)>1e-6){var i=n[12]/a,l=n[13]/a,c=n[14]/a;this.recalcMatrix(t);var h=Math.exp(this.computedRadius[0]);this.center.set(t,i-n[2]*h,l-n[6]*h,c-n[10]*h),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},f.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},f.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},f.getDistanceLimits=function(t){var e=this.radius.bounds;return 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       "/*!\n",
       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT license.\n",
       " */\n",
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16*e.offset},divisor:1},direction:{buffer:m,stride:24,offset:0},lineOffset:{buffer:m,stride:24,offset:8},capOffset:{buffer:m,stride:24,offset:16}},primitive:\"triangles\",blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:!1,instances:t.prop(\"count\"),count:f.length}),s(b,{update:T,draw:_,destroy:k,regl:t,gl:v,canvas:v.canvas,groups:x}),b;function b(t){t?T(t):null===t&&k(),_()}function _(e){if(\"number\"==typeof e)return w(e);e&&!Array.isArray(e)&&(e=[e]),t._refresh(),x.forEach((function(t,r){t&&(e&&(e[r]?t.draw=!0:t.draw=!1),t.draw?w(r):t.draw=!0)}))}function w(t){\"number\"==typeof t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,c){var u=x[c];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),u||(x[c]=u={id:c,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},y,t)),i(u,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var i=0;i<r;i++)t[i]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=a(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=h(e.scale),e.translateFract=h(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:v.drawingBufferWidth,height:v.drawingBufferHeight},e}}]),u):u})),e||r){var f=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),m=new Float64Array(2*f),_=new Uint8Array(4*f),w=new Float32Array(4*f);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,a=t.offset,i=t.color,o=t.errors;n&&(_.set(i,4*a),w.set(o,4*a),m.set(r,2*a))}})),c(u(m)),p(h(m)),d(_),g(w)}}}function k(){c.destroy(),p.destroy(),d.destroy(),g.destroy(),m.destroy()}};var f=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":68,\"color-normalize\":122,\"flatten-vertex-data\":240,\"object-assign\":459,\"pick-by-alias\":470,\"to-float32\":536,\"update-diff\":558}],496:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),a=t(\"array-bounds\"),i=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),h=t(\"to-float32\"),f=h.float32,p=h.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function m(t,e){if(!(this instanceof m))return new m(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=m.shaders.has(t)?m.shaders.get(t):m.shaders.set(t,m.createShaders(t)).get(t),this.update(e)}e.exports=m,m.dashMult=2,m.maxPatternLength=256,m.precisionThreshold=3e6,m.maxPoints=1e4,m.maxLines=2048,m.shaders=new d,m.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},a=t(i({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(i({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=a}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:a,miter:e}},m.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},m.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},m.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>m.precisionThreshold||e.scale[1]*e.viewport.height>m.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=m.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},m.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,h){var d=e.passes[h];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin join type mode\",miterLimit:\"miterlimit miterLimit\",dashes:\"dash dashes dasharray dash-array dashArray\",color:\"color colour stroke colors colours stroke-color strokeColor\",fill:\"fill fill-color fillColor\",opacity:\"alpha opacity\",overlay:\"overlay crease overlap intersect\",close:\"closed close closed-path closePath\",range:\"range dataBox\",viewport:\"viewport viewBox\",hole:\"holes hole hollow\"}),d||(e.passes[h]=d={id:h,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:\"linear\",min:\"linear\"}),colorBuffer:r.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array}),positionBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array})},t=i({},m.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,h<m.maxLines&&(d.depth=2*(m.maxLines-1-h%m.maxLines)/m.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,y;if(t.positions.x&&t.positions.y){var x=t.positions.x,b=t.positions.y;y=d.count=Math.max(x.length,b.length),v=new Float64Array(2*y);for(var _=0;_<y;_++)v[2*_]=x[_],v[2*_+1]=b[_]}else v=l(t.positions,\"float64\"),y=d.count=Math.floor(v.length/2);var w=d.bounds=a(v,2);if(d.fill){for(var T=[],k={},M=0,A=0,S=0,E=d.count;A<E;A++){var C=v[2*A],L=v[2*A+1];isNaN(C)||isNaN(L)||null==C||null==L?(C=v[2*M],L=v[2*M+1],k[A]=M):M=A,T[S++]=C,T[S++]=L}for(var P=c(T,d.hole||[]),I=0,z=P.length;I<z;I++)null!=k[P[I]]&&(P[I]=k[P[I]]);d.triangles=P}var O=new Float64Array(v);u(O,2,w);var D=new Float64Array(2*y+6);d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[0]=O[2*y-4],D[1]=O[2*y-3]):(D[0]=O[2*y-2],D[1]=O[2*y-1]):(D[0]=O[0],D[1]=O[1]),D.set(O,2),d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[2*y+2]=O[2],D[2*y+3]=O[3],d.count-=1):(D[2*y+2]=O[0],D[2*y+3]=O[1],D[2*y+4]=O[2],D[2*y+5]=O[3]):(D[2*y+2]=O[2*y-2],D[2*y+3]=O[2*y-1],D[2*y+4]=O[2*y-2],D[2*y+5]=O[2*y-1]),d.positionBuffer(f(D)),d.positionFractBuffer(p(D))}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var R=d.bounds,F=R[2]-R[0],B=R[3]-R[1],N=d.range[2]-d.range[0],j=d.range[3]-d.range[1];d.scale=[F/N,B/j],d.translate=[-d.range[0]/N+R[0]/N||0,-d.range[1]/j+R[1]/j||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var U,V=0;if(!t.dashes||t.dashes.length<2)V=1,U=new Uint8Array([255,255,255,255,255,255,255,255]);else{V=0;for(var q=0;q<t.dashes.length;++q)V+=t.dashes[q];U=new Uint8Array(V*m.dashMult);for(var H=0,G=255,Y=0;Y<2;Y++)for(var W=0;W<t.dashes.length;++W){for(var Z=0,X=t.dashes[W]*m.dashMult*.5;Z<X;++Z)U[H++]=G;G^=255}}d.dashLength=V,d.dashTexture({channels:1,data:U,width:U.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var J=d.count,K=t.color;K||(K=\"transparent\");var Q=new Uint8Array(4*J+4);if(Array.isArray(K)&&\"number\"!=typeof K[0]){for(var $=0;$<J;$++){var tt=n(K[$],\"uint8\");Q.set(tt,4*$)}Q.set(n(K[0],\"uint8\"),4*J)}else for(var et=n(K,\"uint8\"),rt=0;rt<J+1;rt++)Q.set(et,4*rt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:Q})}}else e.passes[h]=null})),t.length<this.passes.length){for(var h=t.length;h<this.passes.length;h++){var d=this.passes[h];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],y=0;y<this.passes.length;y++)null!==this.passes[y]&&v.push(this.passes[y]);return this.passes=v,this}},m.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},{\"array-bounds\":68,\"array-normalize\":69,\"color-normalize\":122,earcut:173,\"es6-weak-map\":229,\"flatten-vertex-data\":240,glslify:412,\"object-assign\":459,\"parse-rect\":464,\"pick-by-alias\":470,\"to-float32\":536}],497:[function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){if(\"undefined\"==typeof Symbol||!(Symbol.iterator in Object(t)))return;var r=[],n=!0,a=!1,i=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){a=!0,i=t}finally{try{n||null==s.return||s.return()}finally{if(a)throw i}}return r}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function a(t){return function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if(\"undefined\"!=typeof Symbol&&Symbol.iterator in Object(t))return Array.from(t)}(t)||i(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t(\"color-normalize\"),l=t(\"array-bounds\"),c=t(\"color-id\"),u=t(\"point-cluster\"),h=t(\"object-assign\"),f=t(\"glslify\"),p=t(\"pick-by-alias\"),d=t(\"update-diff\"),g=t(\"flatten-vertex-data\"),m=t(\"is-iexplorer\"),v=t(\"to-float32\"),y=t(\"parse-rect\"),x=b;function b(t,e){var r=this;if(!(this instanceof b))return new b(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,a=(t=e.regl)._gl,i=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),h(this,{regl:t,gl:a,groups:[],markerCache:[null],markerTextures:[null],palette:i,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:a.canvas}),this.update(e);var o={uniforms:{pixelRatio:t.context(\"pixelRatio\"),palette:n,paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),opacity:t.prop(\"opacity\"),marker:t.prop(\"markerTexture\")},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?i.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?i.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=h({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nuniform sampler2D marker;\\nuniform float pixelRatio, opacity;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(marker, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pixelRatio;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=h({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0, 1);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var a=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var i=0;i<r.length;i++)this.drawItem(i,r[i]);else a.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var i=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&i.push.apply(i,a(this.getMarkerDrawOptions(o,n,e)));i.length&&this.drawMarker(i)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var a=e.range,i=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!i)return r?[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],f=i.range(a,{lod:!0,px:[(a[2]-a[0])/o.width,(a[3]-a[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=f.length;v--;){var y=n(f[v],2),x=y[0],b=y[1];u.push(h({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var a=this.groups,i=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,f=this.palette;this.groups=a=r.map((function(e,r){var n=a[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(a[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=h({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,a=e.positionBuffer,i=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),h=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=o.elements(f)}return a({data:v.float(t),usage:\"dynamic\"}),i({data:v.fract(t),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var a=r.activation;if(a.forEach((function(t){return t&&t.destroy&&t.destroy()})),a.length=0,e&&\"number\"!=typeof e[0]){for(var i=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);i[c]||(i[c]=new Uint8Array(r.count)),i[c][s]=1}for(var u=0;u<i.length;u++)if(i[u]){var h={data:i[u],type:\"uint8\",usage:\"static\"};a[u]?a[u](h):a[u]=o.buffer(h),a[u].data=i[u]}}else{a[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[i.drawingBufferWidth,i.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,M=_.sizeBuffer,A=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)A[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),A[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);M({data:A,usage:\"dynamic\"})}if(x){var E,C=n,L=C.count,P=C.color,I=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=P[O];E[8*O]=f[4*D],E[8*O+1]=f[4*D+1],E[8*O+2]=f[4*D+2],E[8*O+3]=f[4*D+3];var R=I[O];E[8*O+4]=f[4*R],E[8*O+5]=f[4*R+1],E[8*O+6]=f[4*R+2],E[8*O+7]=f[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,a=this.markerCache,i=null==t?0:a.indexOf(t);if(i>=0)return i;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return i=r.length,a.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),i},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var a=[];if(\"number\"==typeof t[0]){var i=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)i.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)i.push(t.subarray(l,l+4));t=i}for(var u=0;u<t.length;u++){var h=t[u];h=s(h,\"uint8\");var f=c(h,!1);if(null==e[f]){var p=r.length;e[f]=Math.floor(p/4),r[p]=h[0],r[p+1]=h[1],r[p+2]=h[2],r[p+3]=h[3]}a[u]=e[f]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===a.length?a[0]:a},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var a=.25*(t=t.slice()).length%e;a<n*e;a++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"array-bounds\":68,\"color-id\":120,\"color-normalize\":122,\"flatten-vertex-data\":240,glslify:412,\"is-iexplorer\":423,\"object-assign\":459,\"parse-rect\":464,\"pick-by-alias\":470,\"point-cluster\":474,\"to-float32\":536,\"update-diff\":558}],498:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"pick-by-alias\"),i=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function h(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function f(t,e,r){var n,a,i,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],a=s[3]):s.length?(n=s[0],a=s[1]):(s.x,n=s.y,s.x+s.width,a=s.y+s.height),l.length>2?(i=l[0],o=l[2],l[1],l[3]):l.length?(i=l[0],o=l[1]):(i=l.x,l.y,o=l.x+l.width,l.y+l.height),[i,n,o,a]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var a=[],i=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)a.push(this.passes[l[c]]);s.passOffset=i,i+=s.passes.length}return(t=this.scatter).update.apply(t,a),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=a(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag showDiagonal\",upper:\"upper up top upperhalf upperHalf showupperhalf showUpper showUpperHalf\",lower:\"lower low bottom lowerhalf lowerHalf showlowerhalf showLowerHalf showLower\"}),s=this.traces[t]||(this.traces[t]={id:t,buffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var u=0;u<s.columns;u++)s.bounds[u]=i(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var g=s.columns,m=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/g,w=y/g;s.passes=[];for(var T=0;T<g;T++)for(var k=0;k<g;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var M=h(s.id,T,k),A=this.passes[M]||(this.passes[M]={});if(o.data&&(o.transpose?A.positions={x:{buffer:s.buffer,offset:k,count:m,stride:g},y:{buffer:s.buffer,offset:T,count:m,stride:g}}:A.positions={x:{buffer:s.buffer,offset:k*m,count:m},y:{buffer:s.buffer,offset:T*m,count:m}},A.bounds=f(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?f(s.padding,T,k):s.padding;if(s.domain){var E=f(s.domain,T,k),C=E[0],L=E[1],P=E[2],I=E[3];A.viewport=[x+C*v+S[0],b+L*y+S[1],x+P*v-S[2],b+I*y-S[3]]}else A.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(A.color=s.color),o.size&&(A.size=s.size),o.marker&&(A.marker=s.marker),o.borderSize&&(A.borderSize=s.borderSize),o.borderColor&&(A.borderColor=s.borderColor),o.opacity&&(A.opacity=s.opacity),o.range&&(A.range=n?f(s.range,T,k):s.range||A.bounds),s.passes.push(M)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],a=0;a<e.length;a++)if(\"number\"==typeof e[a]){var i=this.traces[e[a]],o=i.passes,l=i.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[a].length){var c=e[a],u=this.traces[a],h=u.passes,f=u.passOffset;h=h.map((function(t,e){n[f+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return 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       "/*!\n",
       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT License.\n",
       " */\n",
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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return 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a=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(a)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(a)%10-3]}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=i},{\"../main\":580,\"object-assign\":459}],571:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),t=t<=0?t+1:t,(r=a.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=i},{\"../main\":580,\"object-assign\":459}],572:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),r=a.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),a=Math.floor((e-n)/30.6001),i=a-Math.floor(a<14?1:13),o=r-Math.floor(i>2?4716:4715),s=e-n-Math.floor(30.6001*a);return o<=0&&o--,this.newDate(o,i,s)}}),n.calendars.julian=i},{\"../main\":580,\"object-assign\":459}],573:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate).toJD(),i=this._toHaab(a),o=this._toTzolkin(a);return{haabMonthName:this.local.haabMonths[i[0]-1],haabMonth:i[0],haabDay:i[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return a.day()+20*a.month()+360*a.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=i},{\"../main\":580,\"object-assign\":459}],574:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");a(i.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidMonth);(t=a.year())<0&&t++;for(var i=a.day(),s=1;s<a.month();s++)i+=this.daysPerMonth[s-1];return i+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=i},{\"../main\":580,\"object-assign\":459}],575:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return 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c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=i.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],i.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),a=e.dayOfYear(),i=r+56;this._createMissingCalendarData(i);for(var o=9,s=this.NEPALI_CALENDAR_DATA[i][0],l=this.NEPALI_CALENDAR_DATA[i][o]-s+1;a>l;)++o>12&&(o=1,i++),l+=this.NEPALI_CALENDAR_DATA[i][o];var c=this.NEPALI_CALENDAR_DATA[i][o]-(l-a);return this.newDate(i,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t-(t>=0?474:473),s=474+o(i,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(i/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),a=2820;if(1029982!==n){var i=Math.floor(n/366),s=o(n,366);a=Math.floor((2134*i+2816*s+2815)/1028522)+i+1}var l=a+2820*r+474;l=l<=0?l-1:l;var 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a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":580,\"object-assign\":459}],578:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":580,\"object-assign\":459}],579:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,a=0,i=0;i<o.length;i++){if(o[i]>r)return o[a]-o[a-1];a++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate),i=12*(a.year()-1)+a.month()-15292;return a.day()+o[i-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var a=r+15292,i=Math.floor((a-1)/12),s=i+1,l=a-12*i,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var a=n.baseCalendar.prototype.isValid.apply(this,arguments);return a&&(a=(t=null!=t.year?t.year:t)>=1276&&t<=1500),a},_validate:function(t,e,r,a){var i=n.baseCalendar.prototype._validate.apply(this,arguments);if(i.year<1276||i.year>1500)throw a.replace(/\\{0\\}/,this.local.name);return i}}),n.calendars.ummalqura=i;var 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n=t(\"object-assign\");function a(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(a.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,a){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,a):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",a=0;r>0;){var i=r%10;n=(0===i?\"\":t[i]+e[a])+n,a++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),a=t.calendar().fromJD(n);return this._validateLevel--,[a.year(),a.month(),a.day()]}try{var i=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);a=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(i,o)&&(o=this.newDate(i,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(i)),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)i--,o+=t.monthsInYear(i);for(var e=t.monthsInYear(i);o>e-1+t.minMonth;)i++,o-=e,e=t.monthsInYear(i)}(this),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o))));var s=[i,this.fromMonthOfYear(i,o),a];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),h={},f=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=i(t.layout,\"annotations\",f[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(h,s.getUpdateObj());for(r=0;r<u.length;r++)(s=i(t.layout,\"annotations\",f[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(h,s.getUpdateObj());return a.call(\"update\",t,{},h)}}},{\"../../lib\":735,\"../../plot_api/plot_template\":773,\"../../registry\":866}],588:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../color\");e.exports=function(t,e,r,i){i(\"opacity\");var o=i(\"bgcolor\"),s=i(\"bordercolor\"),l=a.opacity(s);i(\"borderpad\");var c=i(\"borderwidth\"),u=i(\"showarrow\");if(i(\"text\",u?\" \":r._dfltTitle.annotation),i(\"textangle\"),n.coerceFont(i,\"font\",r.font),i(\"width\"),i(\"align\"),i(\"height\")&&i(\"valign\"),u){var 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l,c,u=t._fullLayout.annotations,h=e._id.charAt(0),f=0;f<u.length;f++)l=u[f],c=\"annotations[\"+f+\"].\",l[h+\"ref\"]===e._id&&p(h),l[\"a\"+h+\"ref\"]===e._id&&p(\"a\"+h);function p(t){var r=l[t],s=null;s=o?a(r,e.range):Math.pow(10,r),n(s)||(s=null),i(c+t,s)}}},{\"../../lib/to_log_range\":761,\"fast-isnumeric\":237}],590:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function i(r,a){return n.coerce(t,e,s,r,a)}var l=i(\"visible\"),c=i(\"clicktoshow\");if(l||c){o(t,e,r,i);for(var u=e.showarrow,h=[\"x\",\"y\"],f=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=h[d],m=a.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)a.getFromId(p,m)._annIndices.push(e._index);if(a.coercePosition(e,p,i,m,g,.5),u){var v=\"a\"+g,y=a.coerceRef(t,e,p,v,\"pixel\");\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var 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S={x:{},y:{}},E=+e.textangle||0,C=x._infolayer.append(\"g\").classed(v,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),L=C.append(\"g\").classed(\"annotation-text-g\",!0),P=_[e.showarrow?\"annotationTail\":\"annotationPosition\"],I=e.captureevents||_.annotationText||P,z=L.append(\"g\").style(\"pointer-events\",I?\"all\":null).call(f,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",q(n.event))}));e.hovertext&&z.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,a=this.getBoundingClientRect(),i=t.getBoundingClientRect();u.loneHover({x0:a.left-i.left,x1:a.right-i.left,y:(a.top+a.bottom)/2-i.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:x._hoverlayer.node(),outerContainer:x._paper.node(),gd:t})})).on(\"mouseout\",(function(){u.loneUnhover(x._hoverlayer.node())}));var O=e.borderwidth,D=e.borderpad,R=O+D,F=z.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",O+\"px\").call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),B=e.width||e.height,N=x._topclips.selectAll(\"#\"+A).data(B?[0]:[]);N.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",A).append(\"rect\"),N.exit().remove();var j=e.font,U=x._meta?o.templateString(e.text,x._meta):e.text,V=z.append(\"text\").classed(\"annotation-text\",!0).text(U);_.annotationText?V.call(h.makeEditable,{delegate:z,gd:t}).call(H).on(\"edit\",(function(r){e.text=r,this.call(H),k(\"text\",r),s&&s.autorange&&T(s._name+\".autorange\",!0),m&&m.autorange&&T(m._name+\".autorange\",!0),a.call(\"_guiRelayout\",t,M())})):V.call(H)}else n.selectAll(\"#\"+A).remove();function q(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return i&&(n.subplotId=i),n}function H(r){return 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dt=0,gt=0;if(\"left\"!==e.align&&(dt=(w-v)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(gt=(I-y)*(\"middle\"===e.valign?.5:1)),u)n.select(\"svg\").attr({x:R+dt-1,y:R+gt}).call(c.setClipUrl,B?A:null,t);else{var mt=R+gt-d.top,vt=R+dt-d.left;V.call(h.positionText,vt,mt).call(c.setClipUrl,B?A:null,t)}N.select(\"rect\").call(c.setRect,R,R,w,I),F.call(c.setRect,O/2,O/2,D-O,j-O),z.call(c.setTranslate,Math.round(S.x.text-D/2),Math.round(S.y.text-j/2)),L.attr({transform:\"rotate(\"+E+\",\"+S.x.text+\",\"+S.y.text+\")\"});var yt,xt=function(r,n){C.selectAll(\".annotation-arrow-g\").remove();var u=S.x.head,h=S.y.head,f=S.x.tail+r,d=S.y.tail+n,v=S.x.text+r,y=S.y.text+n,x=o.rotationXYMatrix(E,v,y),w=o.apply2DTransform(x),A=o.apply2DTransform2(x),P=+F.attr(\"width\"),I=+F.attr(\"height\"),O=v-.5*P,D=O+P,R=y-.5*I,B=R+I,N=[[O,R,O,B],[O,B,D,B],[D,B,D,R],[D,R,O,R]].map(A);if(!N.reduce((function(t,e){return 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n=t(\"../annotations/attributes\"),a=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../plot_api/plot_template\").templatedArray;e.exports=a(i(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},{\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../annotations/attributes\":585}],595:[function(t,e,r){\"use 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n.coerce(t,e,s,r,a)}function c(t){var n=t+\"axis\",i={_fullLayout:{}};return i._fullLayout[n]=r[n],a.coercePosition(e,i,l,t,t,.5)}l(\"visible\")&&(o(t,e,i.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){i(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/cartesian/axes\":783,\"../annotations/common_defaults\":588,\"./attributes\":594}],597:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,a=t(\"../../plots/gl3d/project\"),i=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var h=i[u],f=l[h],p=e[h+\"axis\"].r2fraction(f);if(p<0||p>1){c=!0;break}}c?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=a(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{\"../../plots/gl3d/project\":834,\"../annotations/draw\":591}],598:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\");e.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:t(\"./attributes\")}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var i=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var 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This does not set the calendar for\",\"interpreting data on this axis, that's specified in the trace\",\"or via the global `layout.calendar`\"].join(\" \"));e.exports={moduleType:\"component\",name:\"calendars\",schema:{traces:{scatter:m,bar:m,box:m,heatmap:m,contour:m,histogram:m,histogram2d:m,histogram2dcontour:m,scatter3d:v,surface:v,mesh3d:v,scattergl:m,ohlc:g,candlestick:g},layout:{calendar:p([\"Sets the default calendar system to use for interpreting and\",\"displaying dates throughout the plot.\"].join(\" \"))},subplots:{xaxis:{calendar:y},yaxis:{calendar:y},scene:{xaxis:{calendar:y},yaxis:{calendar:y},zaxis:{calendar:y}},polar:{radialaxis:{calendar:y}}},transforms:{filter:{valuecalendar:p([\"Sets the calendar system to use for `value`, if it is a date.\"].join(\" \")),targetcalendar:p([\"Sets the calendar system to use for `target`, if it is an\",\"array of dates. If `target` is a string (eg *x*) we use the\",\"corresponding trace attribute (eg `xcalendar`) if it exists,\",\"even if `targetcalendar` is provided.\"].join(\" \"))}}},layoutAttributes:l,handleDefaults:c,handleTraceDefaults:function(t,e,r,n){for(var 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S=/<extra>([\\s\\S]*)<\\/extra>/;function E(t,e,r){var a=r._fullLayout,i=e.hovermode,s=e.rotateLabels,c=e.bgColor,f=e.container,p=e.outerContainer,d=e.commonLabelOpts||{},b=e.fontFamily||m.HOVERFONT,_=e.fontSize||m.HOVERFONTSIZE,w=t[0],T=w.xa,S=w.ya,E=\"y\"===i.charAt(0)?\"yLabel\":\"xLabel\",L=w[E],P=(String(L)||\"\").split(\" \")[0],I=p.node().getBoundingClientRect(),z=I.top,O=I.width,D=I.height,R=void 0!==L&&w.distance<=e.hoverdistance&&(\"x\"===i||\"y\"===i);if(R){var F,B,N=!0;for(F=0;F<t.length;F++)if(N&&void 0===t[F].zLabel&&(N=!1),B=t[F].hoverinfo||t[F].trace.hoverinfo){var j=Array.isArray(B)?B:B.split(\"+\");if(-1===j.indexOf(\"all\")&&-1===j.indexOf(i)){R=!1;break}}N&&(R=!1)}var U=f.selectAll(\"g.axistext\").data(R?[0]:[]);function V(t){return t.filter((function(t){return void 0!==t.zLabelVal||(t[E]||\"\").split(\" \")[0]===P}))}if(U.enter().append(\"g\").classed(\"axistext\",!0),U.exit().remove(),U.each((function(){var 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E=x.width/2+M;v<E?(v=E,s.attr(\"d\",\"M-\"+(E-k)+\",0L-\"+(E-2*k)+\",\"+A+k+\"H\"+(M+x.width/2)+\"v\"+A+(2*M+x.height)+\"H-\"+E+\"V\"+A+k+\"Z\")):v>a.width-E?(v=a.width-E,s.attr(\"d\",\"M\"+(E-k)+\",0L\"+E+\",\"+A+k+\"v\"+A+(2*M+x.height)+\"H-\"+E+\"V\"+A+k+\"H\"+(E-2*k)+\"Z\")):s.attr(\"d\",\"M0,0L\"+k+\",\"+A+k+\"H\"+(M+x.width/2)+\"v\"+A+(2*M+x.height)+\"H-\"+(M+x.width/2)+\"V\"+A+k+\"H-\"+k+\"Z\")}else{var C,P,I;\"right\"===S.side?(C=\"start\",P=1,I=\"\",v=T._offset+T._length):(C=\"end\",P=-1,I=\"-\",v=T._offset),y=S._offset+(w.y0+w.y1)/2,c.attr(\"text-anchor\",C),s.attr(\"d\",\"M0,0L\"+I+k+\",\"+k+\"V\"+(M+x.height/2)+\"h\"+I+(2*M+x.width)+\"V-\"+(M+x.height/2)+\"H\"+I+k+\"V-\"+k+\"Z\");var O,D=x.height/2,R=z-x.top-D,F=\"clip\"+a._uid+\"commonlabel\"+S._id;if(v<x.width+2*M+k){O=\"M-\"+(k+M)+\"-\"+D+\"h-\"+(x.width-M)+\"V\"+D+\"h\"+(x.width-M)+\"Z\";var B=x.width-v+M;l.positionText(c,B,R),\"end\"===C&&c.selectAll(\"tspan\").each((function(){var 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t=n.select(this);t.append(\"rect\").call(h.fill,h.addOpacity(c,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(u.font,b,_)})),it.exit().remove(),it.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.bgcolor||t.color,f=h.combine(h.opacity(o)?o:h.defaultLine,c),p=h.combine(h.opacity(t.color)?t.color:h.defaultLine,c),d=t.borderColor||h.contrast(f),g=C(t,R,i,a,L,e),m=g[0],v=g[1],y=e.select(\"text.nums\").call(u.font,t.fontFamily||b,t.fontSize||_,t.fontColor||d).text(m).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r),w=e.select(\"text.name\"),T=0,A=0;if(v&&v!==m){w.call(u.font,t.fontFamily||b,t.fontSize||_,p).text(v).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r);var S=w.node().getBoundingClientRect();T=S.width+2*M,A=S.height+2*M}else w.remove(),e.select(\"rect\").remove();e.select(\"path\").style({fill:f,stroke:d});var E,P,I=y.node().getBoundingClientRect(),F=t.xa._offset+(t.x0+t.x1)/2,B=t.ya._offset+(t.y0+t.y1)/2,N=Math.abs(t.x1-t.x0),j=Math.abs(t.y1-t.y0),U=I.width+k+M+T;if(t.ty0=z-I.top,t.bx=I.width+2*M,t.by=Math.max(I.height+2*M,A),t.anchor=\"start\",t.txwidth=I.width,t.tx2width=T,t.offset=0,s)t.pos=F,E=B+j/2+U<=D,P=B-j/2-U>=0,\"top\"!==t.idealAlign&&E||!P?E?(B+=j/2,t.anchor=\"start\"):t.anchor=\"middle\":(B-=j/2,t.anchor=\"end\");else if(t.pos=B,E=F+N/2+U<=O,P=F-N/2-U>=0,\"left\"!==t.idealAlign&&E||!P)if(E)F+=N/2,t.anchor=\"start\";else{t.anchor=\"middle\";var V=U/2,q=F+V-O,H=F-V;q>0&&(F-=q),H<0&&(F+=-H)}else F-=N/2,t.anchor=\"end\";y.attr(\"text-anchor\",t.anchor),T&&w.attr(\"text-anchor\",t.anchor),e.attr(\"transform\",\"translate(\"+F+\",\"+B+\")\"+(s?\"rotate(\"+x+\")\":\"\"))})),it}function C(t,e,r,n,a,i){var s=\"\",l=\"\";void 0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=O(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(l+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(l+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(l+=(l?\"z: \":\"\")+t.zLabel)):e&&t[r.charAt(0)+\"Label\"]===a?l=t[(\"x\"===r.charAt(0)?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:\"(\"+t.xLabel+\", \"+t.yLabel+\")\",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?\"<br>\":\"\")+t.text),void 0!==t.extraText&&(l+=(l?\"<br>\":\"\")+t.extraText),i&&\"\"===l&&!t.hovertemplate&&(\"\"===s&&i.remove(),l=s);var c=n._d3locale,u=t.hovertemplate||!1,h=t.hovertemplateLabels||t,f=t.eventData[0]||{};return u&&(l=(l=o.hovertemplateString(u,h,c,f,t.trace._meta)).replace(S,(function(e,r){return s=O(r,t.nameLength),\"\"}))),[l,s]}function L(t,e){t.each((function(t){var r=n.select(this);if(t.del)return r.remove();var 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r=t.index,n=t.trace||{},i=t.cd[0],s=t.cd[r]||{};function l(t){return t||a(t)&&0===t}var c=Array.isArray(r)?function(t,e){var a=o.castOption(i,r,t);return l(a)?a:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var a=c(r,n);l(a)&&(t[e]=a)}if(u(\"hoverinfo\",\"hi\",\"hoverinfo\"),u(\"bgcolor\",\"hbg\",\"hoverlabel.bgcolor\"),u(\"borderColor\",\"hbc\",\"hoverlabel.bordercolor\"),u(\"fontFamily\",\"htf\",\"hoverlabel.font.family\"),u(\"fontSize\",\"hts\",\"hoverlabel.font.size\"),u(\"fontColor\",\"htc\",\"hoverlabel.font.color\"),u(\"nameLength\",\"hnl\",\"hoverlabel.namelength\"),u(\"textAlign\",\"hta\",\"hoverlabel.align\"),t.posref=\"y\"===e||\"closest\"===e&&\"h\"===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&&(t.xLabel=\"xLabel\"in 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n=t(\"../../plots/font_attributes\"),a=t(\"../../plots/pad_attributes\"),i=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:i(a({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../../plots/animation_attributes\":778,\"../../plots/font_attributes\":811,\"../../plots/pad_attributes\":845,\"./constants\":693}],693:[function(t,e,r){\"use 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T={y:e.y,b:h.height*d[w],t:h.height*p[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*p[_],T.r=0,T.xr=e.x+e.len*d[_]):(T.x=e.x,T.l=h.outerLength*p[_],T.r=h.outerLength*d[_]),a.autoMargin(t,g(e),T)}function y(t,e,r){if(e.currentvalue.visible){var n,a,i=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=i.inputAreaLength-u.currentValueInset-i.currentValueMaxWidth,a=\"left\";break;case\"center\":n=.5*i.inputAreaLength,a=\"middle\";break;default:n=u.currentValueInset,a=\"left\"}var c=s.ensureSingle(t,\"text\",u.labelClass,(function(t){t.classed(\"user-select-none\",!0).attr({\"text-anchor\":a,\"data-notex\":1})})),h=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)h+=r;else{var p=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(p=s.templateString(p,d)),h+=p}e.currentvalue.suffix&&(h+=e.currentvalue.suffix),c.call(o.font,e.currentvalue.font).text(h).call(l.convertToTspans,e._gd);var 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n=t(\"d3\"),a=t(\"country-regex\"),i=t(\"@turf/area\"),o=t(\"@turf/centroid\"),s=t(\"@turf/bbox\"),l=t(\"./identity\"),c=t(\"./loggers\"),u=t(\"./is_plain_object\"),h=t(\"./nested_property\"),f=t(\"./polygon\"),p=Object.keys(a),d={\"ISO-3\":l,\"USA-states\":l,\"country names\":function(t){for(var e=0;e<p.length;e++){var r=p[e];if(new RegExp(a[r]).test(t.trim().toLowerCase()))return r}return c.log(\"Unrecognized country name: \"+t+\".\"),!1}};function g(t){var e=t.geojson,r=window.PlotlyGeoAssets||{},n=\"string\"==typeof e?r[e]:e;return u(n)?n:(c.error(\"Oops ... something went wrong when fetching \"+e),!1)}e.exports={locationToFeature:function(t,e,r){if(!e||\"string\"!=typeof e)return!1;var n,a,i,o=d[t](e);if(o){if(\"USA-states\"===t)for(n=[],i=0;i<r.length;i++)(a=r[i]).properties&&a.properties.gu&&\"USA\"===a.properties.gu&&n.push(a);else n=r;for(i=0;i<n.length;i++)if((a=n[i]).id===o)return a;c.log([\"Location with id\",o,\"does not have a matching topojson feature at this 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n=t(\"fast-isnumeric\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../array_container_defaults\"),s=t(\"./layout_attributes\"),l=t(\"./tick_value_defaults\"),c=t(\"./tick_mark_defaults\"),u=t(\"./tick_label_defaults\"),h=t(\"./category_order_defaults\"),f=t(\"./line_grid_defaults\"),p=t(\"./set_convert\"),d=t(\"./constants\").WEEKDAY_PATTERN,g=t(\"./constants\").HOUR_PATTERN;function m(t,e,r){function a(r,n){return i.coerce(t,e,s.rangebreaks,r,n)}if(a(\"enabled\")){var o=a(\"bounds\");if(o&&o.length>=2){var l,c,u=\"\";if(2===o.length)for(l=0;l<2;l++)if(c=y(o[l])){u=d;break}var h=a(\"pattern\",u);if(h===d)for(l=0;l<2;l++)(c=y(o[l]))&&(e.bounds[l]=o[l]=c-1);if(h)for(l=0;l<2;l++)switch(c=o[l],h){case d:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[l]=o[l]=c;break;case g:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return void(e.enabled=!1);e.bounds[l]=o[l]=c}if(!1===r.autorange){var 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n=t(\"../../lib\"),a=t(\"./axis_ids\").id2name,i=t(\"./scale_zoom\"),o=t(\"./autorange\").makePadFn,s=t(\"./autorange\").concatExtremes,l=t(\"../../constants/numerical\").ALMOST_EQUAL,c=t(\"../../constants/alignment\").FROM_BL;function u(t,e,r,n,i){var o,s,l,c,u=\"range\"!==i,h=n[a(e)].type,f=[];for(s=0;s<r.length;s++)if((l=r[s])!==e&&(c=n[a(l)]).type===h)if(c.fixedrange){if(u&&c.anchor){n[a(c.anchor)].fixedrange&&f.push(l)}}else f.push(l);for(o=0;o<t.length;o++)if(t[o][e]){var p=t[o],d=[];for(s=0;s<f.length;s++)p[l=f[s]]||d.push(l);return{linkableAxes:d,thisGroup:p}}return{linkableAxes:f,thisGroup:null}}function h(t,e,r,n,a){var i,o,s,l,c;null===e?((e={})[r]=1,c=t.length,t.push(e)):c=t.indexOf(e);var u=Object.keys(e);for(i=0;i<t.length;i++)if(s=t[i],i!==c&&s[n]){var h=s[n];for(o=0;o<u.length;o++)s[l=u[o]]=h*a*e[l];return void t.splice(c,1)}if(1!==a)for(o=0;o<u.length;o++)e[u[o]]*=a;e[n]=1}function f(t,e){var 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n._length*(n._rl[e]-a)/(n._rl[e]-n._rl[i])}}function Nt(t,e){for(var r=rt.isSubplotConstrained?{x:J,y:X}[t]:rt[t+\"axes\"],n=rt.isSubplotConstrained?{x:X,y:J}[t]:[],a=0;a<r.length;a++){var i=r[a],o=i._id,s=rt.xLinks[o]||rt.yLinks[o],l=n[0]||W[s]||Z[s];l&&(e?(e[i._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[i._name+\".range[1]\"]=e[l._name+\".range[1]\"]):i.range=l.range.slice())}}function jt(){var e,r=[];function n(t){for(e=0;e<t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(ot&&(n(X),n(et.xaxes),n(rt.xaxes)),st&&(n(J),n(et.yaxes),n(rt.yaxes)),ht={},e=0;e<r.length;e++){var a=r[e],i=w(t,a);f.drawOne(t,i,{skipTitle:!0}),ht[i._name+\".range[0]\"]=i.range[0],ht[i._name+\".range[1]\"]=i.range[1]}f.redrawComponents(t,r)}function Ut(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];nt&&(r=r.concat(X)),at&&(r=r.concat(J)),rt.xaxes&&(r=r.concat(rt.xaxes)),rt.yaxes&&(r=r.concat(rt.yaxes));var n,a,i,s={};if(\"reset+autosize\"===e)for(e=\"autosize\",a=0;a<r.length;a++)if((n=r[a])._rangeInitial&&(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&&!n.autorange){e=\"reset\";break}if(\"autosize\"===e)for(a=0;a<r.length;a++)(n=r[a]).fixedrange||(s[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((nt||et.isSubplotConstrained)&&(r=r.concat(et.xaxes)),at&&!et.isSubplotConstrained&&(r=r.concat(et.yaxes)),et.isSubplotConstrained&&(nt?at||(r=r.concat(J)):r=r.concat(X)),a=0;a<r.length;a++)(n=r[a]).fixedrange||(n._rangeInitial?(i=n._rangeInitial,s[n._name+\".range[0]\"]=i[0],s[n._name+\".range[1]\"]=i[1]):s[n._name+\".autorange\"]=!0);t.emit(\"plotly_doubleclick\",null),o.call(\"_guiRelayout\",t,s)}}function Vt(){qt([0,0,$,tt]),s.syncOrAsync([_.previousPromises,function(){t._fullLayout._replotting=!1,o.call(\"_guiRelayout\",t,ht)}],t)}function qt(e){var r,n,a,i,l=t._fullLayout,c=l._plots,h=l._subplots.cartesian;if(ct&&o.subplotsRegistry.splom.drag(t),lt)for(r=0;r<h.length;r++)if(a=(n=c[h[r]]).xaxis,i=n.yaxis,n._scene){var f=s.simpleMap(a.range,a.r2l),p=s.simpleMap(i.range,i.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||lt)&&(x(t),b(t)),ut){var d=e[2]/P._length,m=e[3]/j._length;for(r=0;r<h.length;r++){a=(n=c[h[r]]).xaxis,i=n.yaxis;var v,y,_,w,T=ot&&!a.fixedrange&&W[a._id],k=st&&!i.fixedrange&&Z[i._id];if(T?(v=d,_=L?e[0]:Yt(a,v)):rt.xaHash[a._id]?(v=d,_=e[0]*a._length/P._length):rt.yaHash[a._id]?(v=m,_=\"ns\"===at?-e[1]*a._length/j._length:Yt(a,v,{n:\"top\",s:\"bottom\"}[at])):_=Gt(a,v=Ht(a,d,m)),k?(y=m,w=g?e[1]:Yt(i,y)):rt.yaHash[i._id]?(y=m,w=e[1]*i._length/j._length):rt.xaHash[i._id]?(y=d,w=\"ew\"===nt?-e[0]*i._length/P._length:Yt(i,y,{e:\"right\",w:\"left\"}[nt])):w=Gt(i,y=Ht(i,d,m)),v||y){v||(v=1),y||(y=1);var 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n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),i=Ft.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),o=(e.clientX-i.left)/i.width,l=(i.bottom-e.clientY)/i.height;if(ot){for(L||(o=.5),n=0;n<X.length;n++)c(X[n],o,a);Nt(\"x\"),Ot[2]*=a,Ot[0]+=Ot[2]*o*(1/a-1)}if(st){for(g||(l=.5),n=0;n<J.length;n++)c(J[n],l,a);Nt(\"y\"),Ot[3]*=a,Ot[1]+=Ot[3]*(1-l)*(1/a-1)}qt(Ot),jt(),t.emit(\"plotly_relayouting\",ht),Dt=setTimeout((function(){Ot=[0,0,$,tt],Vt()}),Rt),e.preventDefault()}else s.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),vt},makeDragger:P,makeRectDragger:I,makeZoombox:F,makeCorners:B,updateZoombox:N,xyCorners:q,transitionZoombox:j,removeZoombox:U,showDoubleClickNotifier:V,attachWheelEventHandler:G}},{\"../../components/color\":602,\"../../components/dragelement\":621,\"../../components/dragelement/helpers\":620,\"../../components/drawing\":624,\"../../components/fx\":642,\"../../constants/alignment\":704,\"../../lib\":735,\"../../lib/clear_gl_canvases\":720,\"../../lib/setcursor\":755,\"../../lib/svg_text_utils\":759,\"../../plot_api/subroutines\":774,\"../../registry\":866,\"../plots\":846,\"./axes\":783,\"./axis_ids\":786,\"./constants\":789,\"./scale_zoom\":801,\"./select\":802,d3:165,\"has-passive-events\":414,tinycolor2:535}],792:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/fx\"),i=t(\"../../components/dragelement\"),o=t(\"../../lib/setcursor\"),s=t(\"./dragbox\").makeDragBox,l=t(\"./constants\").DRAGGERSIZE;r.initInteractions=function(t){var 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n=t(\"d3\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../components/fx\"),c=t(\"../plots\"),u=t(\"../cartesian/axes\"),h=t(\"../cartesian/autorange\").getAutoRange,f=t(\"../../components/dragelement\"),p=t(\"../cartesian/select\").prepSelect,d=t(\"../cartesian/select\").clearSelect,g=t(\"../cartesian/select\").selectOnClick,m=t(\"./zoom\"),v=t(\"./constants\"),y=t(\"../../lib/geo_location_utils\"),x=t(\"../../lib/topojson_utils\"),b=t(\"topojson-client\").feature;function 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e=t.projection.type,r=n.geo[v.projNames[e]](),a=t._isClipped?v.lonaxisSpan[e]/2:null,i=[\"center\",\"rotate\",\"parallels\",\"clipExtent\"],o=function(t){return t?r:[]},s=0;s<i.length;s++){var l=i[s];\"function\"!=typeof r[l]&&(r[l]=o)}r.isLonLatOverEdges=function(t){if(null===r(t))return!0;if(a){var e=r.rotate();return n.geo.distance(t,[-e[0],-e[1]])>a*Math.PI/180}return!1},r.getPath=function(){return n.geo.path().projection(r)},r.getBounds=function(t){return r.getPath().bounds(t)},r.fitExtent=function(t,e){var n=t[1][0]-t[0][0],a=t[1][1]-t[0][1],i=r.clipExtent&&r.clipExtent();r.scale(150).translate([0,0]),i&&r.clipExtent(null);var o=r.getBounds(e),s=Math.min(n/(o[1][0]-o[0][0]),a/(o[1][1]-o[0][1])),l=+t[0][0]+(n-s*(o[1][0]+o[0][0]))/2,c=+t[0][1]+(a-s*(o[1][1]+o[0][1]))/2;return i&&r.clipExtent(i),r.scale(150*s).translate([l,c])},r.precision(v.precision),a&&r.clipAngle(a-v.clipPad);return 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r=this.bounds,n=(e.framewidth||0)/2,a=r[0][0]-n,i=r[0][1]-n,l=r[1][0]-a+n,c=r[1][1]-i+n;s.setRect(this.clipRect,a,i,l,c),this.bgRect.call(s.setRect,a,i,l,c).call(o.fill,e.bgcolor),this.xaxis._offset=a,this.xaxis._length=l,this.yaxis._offset=i,this.yaxis._length=c},w.updateFx=function(t,e){var r=this,i=r.graphDiv,o=r.bgRect,s=t.dragmode,c=t.clickmode;if(!r.isStatic){var u;\"select\"===s?u=function(t,e){(t.range={})[r.id]=[v([e.xmin,e.ymin]),v([e.xmax,e.ymax])]}:\"lasso\"===s&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(v)});var h={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&d(i)}};\"pan\"===s?(o.node().onmousedown=null,o.call(m(r,e)),o.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,a=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",a),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(s.setClipUrl,a,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},u.setConvert(t.mockAxis,r)},w.saveViewInitial=function(t){var e,r=t.center||{},n=t.projection,a=n.rotation||{};this.viewInitial={fitbounds:t.fitbounds,\"projection.scale\":n.scale},e=t._isScoped?{\"center.lon\":r.lon,\"center.lat\":r.lat}:t._isClipped?{\"projection.rotation.lon\":a.lon,\"projection.rotation.lat\":a.lat}:{\"center.lon\":r.lon,\"center.lat\":r.lat,\"projection.rotation.lon\":a.lon},i.extendFlat(this.viewInitial,e)},w.render=function(){var t,e=this.projection,r=e.getPath();function n(t){var r=e(t.lonlat);return r?\"translate(\"+r[0]+\",\"+r[1]+\")\":null}function a(t){return e.isLonLatOverEdges(t.lonlat)?\"none\":null}for(t in this.basePaths)this.basePaths[t].attr(\"d\",r);for(t in this.dataPaths)this.dataPaths[t].attr(\"d\",(function(t){return r(t.geojson)}));for(t in 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"./constants\"),o=t(\"../../plot_api/edit_types\").overrideAll,s={range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},showgrid:{valType:\"boolean\",dflt:!1},tick0:{valType:\"number\",dflt:0},dtick:{valType:\"number\"},gridcolor:{valType:\"color\",dflt:n.lightLine},gridwidth:{valType:\"number\",min:0,dflt:1}};(e.exports=o({domain:a({name:\"geo\"},{}),fitbounds:{valType:\"enumerated\",values:[!1,\"locations\",\"geojson\"],dflt:!1,editType:\"plot\"},resolution:{valType:\"enumerated\",values:[110,50],dflt:110,coerceNumber:!0},scope:{valType:\"enumerated\",values:Object.keys(i.scopeDefaults),dflt:\"world\"},projection:{type:{valType:\"enumerated\",values:Object.keys(i.projNames)},rotation:{lon:{valType:\"number\"},lat:{valType:\"number\"},roll:{valType:\"number\"}},parallels:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},scale:{valType:\"number\",min:0,dflt:1}},center:{lon:{valType:\"number\"},lat:{valType:\"number\"}},visible:{valType:\"boolean\",dflt:!0},showcoastlines:{valType:\"boolean\"},coastlinecolor:{valType:\"color\",dflt:n.defaultLine},coastlinewidth:{valType:\"number\",min:0,dflt:1},showland:{valType:\"boolean\",dflt:!1},landcolor:{valType:\"color\",dflt:i.landColor},showocean:{valType:\"boolean\",dflt:!1},oceancolor:{valType:\"color\",dflt:i.waterColor},showlakes:{valType:\"boolean\",dflt:!1},lakecolor:{valType:\"color\",dflt:i.waterColor},showrivers:{valType:\"boolean\",dflt:!1},rivercolor:{valType:\"color\",dflt:i.waterColor},riverwidth:{valType:\"number\",min:0,dflt:1},showcountries:{valType:\"boolean\"},countrycolor:{valType:\"color\",dflt:n.defaultLine},countrywidth:{valType:\"number\",min:0,dflt:1},showsubunits:{valType:\"boolean\"},subunitcolor:{valType:\"color\",dflt:n.defaultLine},subunitwidth:{valType:\"number\",min:0,dflt:1},showframe:{valType:\"boolean\"},framecolor:{valType:\"color\",dflt:n.defaultLine},framewidth:{valType:\"number\",min:0,dflt:1},bgcolor:{valType:\"color\",dflt:n.background},lonaxis:s,lataxis:s},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":601,\"../../plot_api/edit_types\":766,\"../domain\":810,\"./constants\":813}],817:[function(t,e,r){\"use 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r=e.rotate();t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.projection.rotation.lon\":-r[0],\"geo.projection.rotation.lat\":-r[1]})})),n.rebind(i,o,\"on\")}function g(t,e){var r=t.invert(e);return r&&isFinite(r[0])&&isFinite(r[1])&&function(t){var e=t[0]*o,r=t[1]*o,n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}(r)}function m(t){var e=.5*t[0]*o,r=.5*t[1]*o,n=.5*t[2]*o,a=Math.sin(e),i=Math.cos(e),s=Math.sin(r),l=Math.cos(r),c=Math.sin(n),u=Math.cos(n);return[i*l*u+a*s*c,a*l*u-i*s*c,i*s*u+a*l*c,i*l*c-a*s*u]}function v(t,e){var r=t[0],n=t[1],a=t[2],i=t[3],o=e[0],s=e[1],l=e[2],c=e[3];return[r*o-n*s-a*l-i*c,r*s+n*o+a*c-i*l,r*l-n*c+a*o+i*s,r*c+n*l-a*s+i*o]}function y(t,e){if(t&&e){var r=function(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}(t,e),n=Math.sqrt(k(r,r)),a=.5*Math.acos(Math.max(-1,Math.min(1,k(t,e)))),i=Math.sin(a)/n;return n&&[Math.cos(a),r[2]*i,-r[1]*i,r[0]*i]}}function x(t,e,r){var n=w(e,2,t[0]);n=w(n,1,t[1]),n=w(n,0,t[2]-r[2]);var a,i,o=e[0],l=e[1],c=e[2],u=n[0],h=n[1],f=n[2],p=Math.atan2(l,o)*s,d=Math.sqrt(o*o+l*l);Math.abs(h)>d?(i=(h>0?90:-90)-p,a=0):(i=Math.asin(h/d)*s-p,a=Math.sqrt(d*d-h*h));var g=180-i-2*p,m=(Math.atan2(f,u)-Math.atan2(c,a))*s,v=(Math.atan2(f,u)-Math.atan2(c,-a))*s;return b(r[0],r[1],i,m)<=b(r[0],r[1],g,v)?[i,m,r[2]]:[g,v,r[2]]}function b(t,e,r,n){var a=_(r-t),i=_(n-e);return Math.sqrt(a*a+i*i)}function _(t){return(t%360+540)%360-180}function w(t,e,r){var n=r*o,a=t.slice(),i=0===e?1:0,s=2===e?1:2,l=Math.cos(n),c=Math.sin(n);return a[i]=t[i]*l-t[s]*c,a[s]=t[s]*l+t[i]*c,a}function T(t){return[Math.atan2(2*(t[0]*t[1]+t[2]*t[3]),1-2*(t[1]*t[1]+t[2]*t[2]))*s,Math.asin(Math.max(-1,Math.min(1,2*(t[0]*t[2]-t[3]*t[1]))))*s,Math.atan2(2*(t[0]*t[3]+t[1]*t[2]),1-2*(t[2]*t[2]+t[3]*t[3]))*s]}function k(t,e){for(var r=0,n=0,a=t.length;n<a;++n)r+=t[n]*e[n];return r}e.exports=function(t,e){var 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c}},{\"../registry\":866,\"./cartesian/constants\":789}],821:[function(t,e,r){\"use strict\";var n=t(\"mouse-change\"),a=t(\"mouse-wheel\"),i=t(\"mouse-event-offset\"),o=t(\"../cartesian/constants\"),s=t(\"has-passive-events\");function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}e.exports=function(t){var e=t.mouseContainer,r=t.glplot,c=new l(e,r);function u(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function h(e,n,a){var i,s,l=t.calcDataBox(),h=r.viewBox,f=c.lastPos[0],p=c.lastPos[1],d=o.MINDRAG*r.pixelRatio,g=o.MINZOOM*r.pixelRatio;function m(e,r,n){var a=Math.min(r,n),i=Math.max(r,n);a!==i?(l[e]=a,l[e+2]=i,c.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,a*=r.pixelRatio,a=h[3]-h[1]-a,t.fullLayout.dragmode){case\"zoom\":if(e){var v=n/(h[2]-h[0])*(l[2]-l[0])+l[0],y=a/(h[3]-h[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=a),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-a)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,a=0;a<e.length;a++)if(-1!==e[a][r]){if(-1!==e[a][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{i=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(i*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(i)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(i>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(i=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],i||s?(i&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=a),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-a)<d&&(a=c.dragStart[1]),i=(f-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-a)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=i,l[2]+=i,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=a}return c.mouseListener=n(e,h),e.addEventListener(\"touchstart\",(function(t){var r=i(t.changedTouches[0],e);h(0,r[0],r[1]),h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=i(t.changedTouches[0],e);h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){h(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=a(e,(function(e,n){if(!t.scrollZoom)return!1;var a=t.calcDataBox(),i=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(i[3]-i[1])),h=o/(i[2]-i[0])*(a[2]-a[0])+a[0],f=s/(i[3]-i[1])*(a[3]-a[1])+a[1];return a[0]=(a[0]-h)*l+h,a[2]=(a[2]-h)*l+h,a[1]=(a[1]-f)*l+f,a[3]=(a[3]-f)*l+f,t.setRanges(a),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":789,\"has-passive-events\":414,\"mouse-change\":440,\"mouse-event-offset\":441,\"mouse-wheel\":443}],822:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),a=t(\"../../lib/str2rgbarray\");function 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o=i.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,i,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=a(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=a(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=a((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=a(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=a(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,i=r.mirror||!1,u=c?-1!==String(i).indexOf(\"all\"):!!i,h=c?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=a(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=a(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new i(t)}},{\"../../lib/str2rgbarray\":758,\"../cartesian/axes\":783}],823:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./scene2d\"),i=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:i.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,i=0;i<n.length;i++){var o=n[i],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new 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e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":643,\"../../constants/xmlns_namespaces\":712,\"../../plot_api/edit_types\":766,\"../cartesian\":796,\"../cartesian/attributes\":781,\"../cartesian/constants\":789,\"../get_data\":820,\"../layout_attributes\":837,\"./scene2d\":824}],824:[function(t,e,r){\"use strict\";var n,a,i=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),h=t(\"webgl-context\"),f=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var M=k.prototype;M.makeFramework=function(){if(this.staticPlot){if(!(a||(n=document.createElement(\"canvas\"),a=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=a}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r),r.className+=\" user-select-none\";var i=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(i),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},M.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,a=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*a*4);e.readPixels(0,0,r,a,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=a-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=a;var f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},M.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,a=r.height,i=0|Math.ceil(e*n),o=0|Math.ceil(e*a);return t.width===i&&t.height===o||(t.width=i,t.height=o),t},M.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},M.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},M.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,a={},o=a[e._name+\".range\"]=e.range.slice(),s=a[r._name+\".range\"]=r.range.slice();a[e._name+\".autorange\"]=e.autorange,a[r._name+\".autorange\"]=r.autorange,i.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,a.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",a)},M.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],a=e[r];if(n.length!==a.length)return!0;for(var i=0;i<n.length;++i)if(n[i].x!==a[i].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},M.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&i.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},M.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},M.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var a=r.width,i=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,a,i];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,a-u.r-(1-h[1])*u.w,i-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},M.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,a=t.r2l,i=e.r2l;return[a(r[0]),i(n[0]),a(r[1]),i(n[1])]},M.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,a=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[a(t[1]),a(t[3])]},M.updateTraces=function(t,e){var r,n,a,i=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<i.length;r++){var o=i[r],s=this.traces[o];for(n=0;n<t.length;n++)if((a=t[n]).uid===o&&a.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){a=t[r];var l=e[r],c=this.traces[a.uid];c?c.update(a,l):(c=a._module.plot(this,a,l),this.traces[a.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},M.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},M.emitPointAction=function(t,e){for(var r,n=t.trace.uid,a=t.pointIndex,i=0;i<this.fullData.length;i++)this.fullData[i].uid===n&&(r=this.fullData[i]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:a,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,a),this.graphDiv.emit(e,{points:[o]})},M.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,a=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var i,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===a.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=a._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(i=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&i.object._trace.handlePick(i);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),i&&\"skip\"!==i.object._trace.hoverinfo&&a.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:i.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(i.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(i.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,a,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}i||this.unhover(),t.draw()}},M.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},M.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":620,\"../../components/fx\":642,\"../../lib/show_no_webgl_msg\":756,\"../../plots/cartesian/axes\":783,\"../../registry\":866,\"../cartesian/autorange\":782,\"../cartesian/constants\":789,\"../cartesian/constraints\":790,\"./camera\":821,\"./convert\":822,\"gl-plot2d\":297,\"gl-select-box\":309,\"gl-spikes2d\":318,\"webgl-context\":565}],825:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../components/fx/layout_attributes\"),i=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:a.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,a=0;a<n.length;a++){var s=n[a],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,h=c._scene;h||(h=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),h.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl3d||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],o=i.domain,s=i._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":643,\"../../constants/xmlns_namespaces\":712,\"../../lib\":735,\"../../plot_api/edit_types\":766,\"../get_data\":820,\"./layout/attributes\":826,\"./layout/defaults\":830,\"./layout/layout_attributes\":831,\"./scene\":835}],826:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],827:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),a=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:a.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:a.color,categoryorder:a.categoryorder,categoryarray:a.categoryarray,title:{text:a.title.text,font:a.title.font},type:i({},a.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autorange:a.autorange,rangemode:a.rangemode,range:i({},a.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:a.tickmode,nticks:a.nticks,tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,mirror:a.mirror,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,tickfont:a.tickfont,tickangle:a.tickangle,tickprefix:a.tickprefix,showtickprefix:a.showtickprefix,ticksuffix:a.ticksuffix,showticksuffix:a.showticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,separatethousands:a.separatethousands,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:a.showline,linecolor:a.linecolor,linewidth:a.linewidth,showgrid:a.showgrid,gridcolor:i({},a.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:a.gridwidth,zeroline:a.zeroline,zerolinecolor:a.zerolinecolor,zerolinewidth:a.zerolinewidth,_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":602,\"../../../lib/extend\":726,\"../../../plot_api/edit_types\":766,\"../../cartesian/layout_attributes\":797}],828:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,a=t(\"../../../lib\"),i=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,h;function f(t,e){return a.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=i.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),f(\"title.text\",d[0]),h.setScale=a.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},{\"../../../lib\":735,\"../../../plot_api/plot_template\":773,\"../../cartesian/axis_defaults\":785,\"../../cartesian/type_defaults\":808,\"./axis_attributes\":827,tinycolor2:535}],829:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[i[r]];o.visible?(this.labels[r]=t._meta?a.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":735,\"../../../lib/str2rgbarray\":758}],830:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),a=t(\"../../../components/color\"),i=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=a.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],h=0;h<u.length;h++)r(\"camera.\"+u[h]+\".x\"),r(\"camera.\"+u[h]+\".y\"),r(\"camera.\"+u[h]+\".z\");r(\"camera.projection.type\");var f=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",f?\"manual\":\"auto\");f||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),i.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var a=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!a)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":602,\"../../../lib\":735,\"../../../registry\":866,\"../../get_data\":820,\"../../subplot_defaults\":860,\"./axis_defaults\":828,\"./layout_attributes\":831}],831:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),a=t(\"../../domain\").attributes,i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:i(s(0,0,1),{}),center:i(s(0,0,0),{}),eye:i(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:a({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":735,\"../../../lib/extend\":726,\"../../domain\":810,\"./axis_attributes\":827}],832:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function i(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}i.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[a[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new i;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":758}],833:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[i[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||a.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],a=new Array(n.length),i=0;i<n.length;++i)a[i]=n[i].x;e[r]=a}return e}(l)};var n=t(\"../../cartesian/axes\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":735,\"../../cartesian/axes\":783}],834:[function(t,e,r){\"use strict\";function n(t,e){var r,n,a=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)a[n]+=t[4*r+n]*e[r];return a}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],835:[function(t,e,r){\"use strict\";var n,a,i=t(\"gl-plot3d\"),o=i.createCamera,s=i.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),h=t(\"../../lib\"),f=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),m=t(\"./project\"),v=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\"),b=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:b,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(a||(n=document.createElement(\"canvas\"),a=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=a,t.canvas=n}return t},w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode)e=!1;else try{h.warn([\"webgl setup failed possibly due to\",b?\"disabling\":\"enabling\",\"preserveDrawingBuffer config.\",\"The device may not be supported by is-mobile module!\",\"Inverting preserveDrawingBuffer option in second attempt to create webgl scene.\"].join(\" \")),b=t.glOptions.preserveDrawingBuffer=!t.glOptions.preserveDrawingBuffer,this.glplot=s(t)}catch(t){e=!1}}return e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},a=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas.addEventListener(\"mouseup\",(function(){a(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,i=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*i.x,y:n*i.y,z:n*i.z})}a(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,a=e.container.getBoundingClientRect(),i=a.width,o=a.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+i+\" \"+o),n.setAttributeNS(null,\"width\",i),n.setAttributeNS(null,\"height\",o),x(e),e.glplot.axes.update(e.axesOptions);for(var s,l=Object.keys(e.traces),c=null,u=e.glplot.selection,d=0;d<l.length;++d)\"skip\"!==(t=e.traces[l[d]]).data.hoverinfo&&t.handlePick(u)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r){var n=e.fullSceneLayout[t];return f.tickText(n,n.d2l(r),\"hover\").text}if(null!==c){var v=m(e.glplot.cameraParams,u.dataCoordinate);t=c.data;var y,b=r._fullData[t.index],_=u.index,w={xLabel:g(\"xaxis\",u.traceCoordinate[0]),yLabel:g(\"yaxis\",u.traceCoordinate[1]),zLabel:g(\"zaxis\",u.traceCoordinate[2])},T=p.castHoverinfo(b,e.fullLayout,_),k=(T||\"\").split(\"+\"),M=T&&\"all\"===T;b.hovertemplate||M||(-1===k.indexOf(\"x\")&&(w.xLabel=void 0),-1===k.indexOf(\"y\")&&(w.yLabel=void 0),-1===k.indexOf(\"z\")&&(w.zLabel=void 0),-1===k.indexOf(\"text\")&&(u.textLabel=void 0),-1===k.indexOf(\"name\")&&(c.name=void 0));var A=[];\"cone\"===t.type||\"streamtube\"===t.type?(w.uLabel=g(\"xaxis\",u.traceCoordinate[3]),(M||-1!==k.indexOf(\"u\"))&&A.push(\"u: \"+w.uLabel),w.vLabel=g(\"yaxis\",u.traceCoordinate[4]),(M||-1!==k.indexOf(\"v\"))&&A.push(\"v: \"+w.vLabel),w.wLabel=g(\"zaxis\",u.traceCoordinate[5]),(M||-1!==k.indexOf(\"w\"))&&A.push(\"w: \"+w.wLabel),w.normLabel=u.traceCoordinate[6].toPrecision(3),(M||-1!==k.indexOf(\"norm\"))&&A.push(\"norm: \"+w.normLabel),\"streamtube\"===t.type&&(w.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(M||-1!==k.indexOf(\"divergence\"))&&A.push(\"divergence: \"+w.divergenceLabel)),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(w.valueLabel=f.tickText(e._mockAxis,e._mockAxis.d2l(u.traceCoordinate[3]),\"hover\").text,A.push(\"value: \"+w.valueLabel),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):y=u.textLabel;var S={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:_};p.appendArrayPointValue(S,b,_),t._module.eventData&&(S=b._module.eventData(S,u,b,{},_));var E={points:[S]};e.fullSceneLayout.hovermode&&p.loneHover({trace:b,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*o,xLabel:w.xLabel,yLabel:w.yLabel,zLabel:w.zLabel,text:y,name:c.name,color:p.castHoverOption(b,_,\"bgcolor\")||c.color,borderColor:p.castHoverOption(b,_,\"bordercolor\"),fontFamily:p.castHoverOption(b,_,\"font.family\"),fontSize:p.castHoverOption(b,_,\"font.size\"),fontColor:p.castHoverOption(b,_,\"font.color\"),nameLength:p.castHoverOption(b,_,\"namelength\"),textAlign:p.castHoverOption(b,_,\"align\"),hovertemplate:h.castOption(b,_,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},S,w),eventData:[S]},{container:n,gd:r}),u.buttons&&u.distance<5?r.emit(\"plotly_click\",E):r.emit(\"plotly_hover\",E),s=E}else p.loneUnhover(n),r.emit(\"plotly_unhover\",s);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):h.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var T=[\"xaxis\",\"yaxis\",\"zaxis\"];function k(t,e,r){for(var n=t.fullSceneLayout,a=0;a<3;a++){var i=T[a],o=i.charAt(0),s=n[i],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(h.isArrayOrTypedArray(l))for(var f,p=0;p<(u||l.length);p++)if(h.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)f=s.d2l(l[p][d],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else f=s.d2l(l[p],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else r[0][a]=Math.min(r[0][a],0),r[1][a]=Math.max(r[1][a],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,a,i,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(d(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(i=0;i<t.length;++i)!0===(n=t[i]).visible&&0!==n._length&&k(this,n,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],a=0;a<3;a++)for(var i=T[a],o=i.charAt(0),s=r[i],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][a]=Math.min(e[0][a],u),e[1][a]=Math.max(e[1][a],u))}}}(this,h);var 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Z=n.svg.axis().scale(r).ticks(5).tickSize(5);H.call(Z).attr({transform:\"rotate(\"+f.radialAxis.orientation+\")\"}),H.selectAll(\".domain\").style(F),H.selectAll(\"g>text\").text((function(t,e){return this.textContent+f.radialAxis.ticksSuffix})).style(B).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===f.radialAxis.tickOrientation?\"rotate(\"+-f.radialAxis.orientation+\") translate(\"+[0,B[\"font-size\"]]+\")\":\"translate(\"+[0,B[\"font-size\"]]+\")\"}}),H.selectAll(\"g>line\").style({stroke:\"black\"})}var X=t.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(I),J=X.enter().append(\"g\").classed(\"angular-tick\",!0);X.attr({transform:function(t,e){return\"rotate(\"+W(t)+\")\"}}).style({display:f.angularAxis.visible?\"block\":\"none\"}),X.exit().remove(),J.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",(function(t,e){return e%(f.minorTicks+1)==0})).classed(\"minor\",(function(t,e){return!(e%(f.minorTicks+1)==0)})).style(F),J.selectAll(\".minor\").style({stroke:f.minorTickColor}),X.select(\"line.grid-line\").attr({x1:f.tickLength?x-f.tickLength:0,x2:x}).style({display:f.angularAxis.gridLinesVisible?\"block\":\"none\"}),J.append(\"text\").classed(\"axis-text\",!0).style(B);var K=X.select(\"text.axis-text\").attr({x:x+f.labelOffset,dy:i+\"em\",transform:function(t,e){var r=W(t),n=x+f.labelOffset,a=f.angularAxis.tickOrientation;return\"horizontal\"==a?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==a?r<270&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(r<=180&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:f.angularAxis.labelsVisible?\"block\":\"none\"}).text((function(t,e){return e%(f.minorTicks+1)!=0?\"\":w?w[t]+f.angularAxis.ticksSuffix:t+f.angularAxis.ticksSuffix})).style(B);f.angularAxis.rewriteTicks&&K.text((function(t,e){return e%(f.minorTicks+1)!=0?\"\":f.angularAxis.rewriteTicks(this.textContent,e)}));var Q=n.max(R.selectAll(\".angular-tick text\")[0].map((function(t,e){return t.getCTM().e+t.getBBox().width})));D.attr({transform:\"translate(\"+[x+Q,f.margin.top]+\")\"});var $=t.select(\"g.geometry-group\").selectAll(\"g\").size()>0,tt=t.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(p);if(tt.enter().append(\"g\").attr({class:function(t,e){return\"geometry geometry\"+e}}),tt.exit().remove(),p[0]||$){var et=[];p.forEach((function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter((function(t,r){return r==e})),n.geometry=t.geometry,n.orientation=f.orientation,n.direction=f.direction,n.index=e,et.push({data:t,geometryConfig:n})}));var rt=n.nest().key((function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"})).entries(et),nt=[];rt.forEach((function(t,e){\"unstacked\"===t.key?nt=nt.concat(t.values.map((function(t,e){return[t]}))):nt.push(t.values)})),nt.forEach((function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map((function(t,e){return a(o[r].defaultConfig(),t)}));o[r]().config(n)()}))}var at,it,ot=t.select(\".guides-group\"),st=t.select(\".tooltips-group\"),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,hasTick:!0})();if(!k){var ht=ot.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});R.on(\"mousemove.angular-guide\",(function(t,e){var r=o.util.getMousePos(Y).angle;ht.attr({x2:-x,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-f.orientation)%360;at=s.invert(n);var a=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(at)).move([a[0]+_[0],a[1]+_[1]])})).on(\"mouseout.angular-guide\",(function(t,e){ot.select(\"line\").style({opacity:0})}))}var ft=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",(function(t,e){var n=o.util.getMousePos(Y).radius;ft.attr({r:n}).style({opacity:.5}),it=r.invert(o.util.getMousePos(Y).radius);var a=o.util.convertToCartesian(n,f.radialAxis.orientation);ct.text(o.util.round(it)).move([a[0]+_[0],a[1]+_[1]])})).on(\"mouseout.radial-guide\",(function(t,e){ft.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()})),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",(function(e,r){var a=n.select(this),i=this.style.fill,s=\"black\",l=this.style.opacity||1;if(a.attr({\"data-opacity\":l}),i&&\"none\"!==i){a.attr({\"data-fill\":i}),s=n.hsl(i).darker().toString(),a.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};k&&(c.t=w[e[0]]);var u=\"t: 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u},f.getinputConfig=function(){return c},f.radialScale=function(t){return r},f.angularScale=function(t){return s},f.svg=function(){return t},n.rebind(f,h,\"on\"),f},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:\"Line1\",geometry:\"LinePlot\",color:null,strokeDash:\"solid\",strokeColor:null,strokeSize:\"1\",visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:\"gray\",outlineColor:\"white\",family:\"Tahoma, 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n=e*Math.PI/180;return[e,t(n)]}))},o.util.dataFromEquation=function(t,e,r){var a=e||6,i=[],o=[];n.range(0,360+a,a).forEach((function(e,r){var n=e*Math.PI/180,a=t(n);i.push(e),o.push(a)}));var s={t:i,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map((function(t,e){return r[e]||r[0]}))},o.util.fillArrays=function(t,e,r){return e.forEach((function(e,n){t[e]=o.util.ensureArray(t[e],r)})),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map((function(t,e){return n.sum(t)}))},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter((function(t,e,r){return r.indexOf(t)==e}))},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],a=e[1],i={};return i.x=r,i.y=a,i.pos=e,i.angle=180*(Math.atan2(a,r)+Math.PI)/Math.PI,i.radius=Math.sqrt(r*r+a*a),i},o.util.duplicatesCount=function(t){for(var e,r={},n={},a=0,i=t.length;a<i;a++)(e=t[a])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var a=r.slice();r=e,e=a}var i=e.reduce((function(t,e){if(\"undefined\"!=typeof t)return t[e]}),t);\"undefined\"!=typeof i&&(e.reduce((function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete 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o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[i].data.dotSize).type(t[i].data.dotType)(r,a);n.select(this).attr({class:\"mark dot\",d:s,transform:function(t,r){var n,a,i,s=(n=function(t,r){var n=e.radialScale(t[1]),a=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:a}}(o),a=n.r*Math.cos(n.t),i=n.r*Math.sin(n.t),{x:a,y:i});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius((function(t){return e.radialScale(t[1])})).angle((function(t){return e.angularScale(t[0])*Math.PI/180}));c.line=function(r,a,i){var s=r[2]?o[i].map((function(t,e){return[t[0],t[1]+t[2]]})):o[i];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[i].data.dotVisible},fill:d.stroke(r,a,i)}).attr({class:\"mark dot\"}),!(a>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,a,i)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,a,i)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,a,i)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,a,i)},opacity:function(t,e){return d.opacity(r,a,i)},display:function(t,e){return d.display(r,a,i)}})}};var h=e.angularScale.range(),f=Math.abs(h[1]-h[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle((function(t){return-f/2})).endAngle((function(t){return f/2})).innerRadius((function(t){return e.radialScale(l+(t[2]||0))})).outerRadius((function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])}));c.arc=function(t,r,a){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,a){return r[t[a].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var m=g.selectAll(\"path.mark\").data((function(t,e){return t}));m.enter().append(\"path\").attr({class:\"mark\"}),m.style(d).each(c[e.geometryType]),m.exit().remove(),g.exit().remove()}))}return i.config=function(e){return arguments.length?(e.forEach((function(e,r){t[r]||(t[r]={}),a(t[r],o.PolyChart.defaultConfig()),a(t[r],e)})),this):t},i.getColorScale=function(){},n.rebind(i,e,\"on\"),i},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,i=t.data.map((function(t,r){return[].concat(t).map((function(t,n){var i=a({},e.elements[r]);return i.name=t,i.color=[].concat(e.elements[r].color)[n],i}))})),o=n.merge(i);o=o.filter((function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)})),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map((function(t,e){return t.color})),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,h=u?e.height:c*o.length,f=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=f.enter().append(\"svg\").attr({width:300,height:h+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),m=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,h]);if(u){var v=f.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);v.enter().append(\"stop\"),v.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),f.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=f.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,m(e)+c/2]+\")\"},d:function(t,e){var r,a,i,o=t.symbol;return i=3*(a=c),\"line\"===(r=o)?\"M\"+[[-a/2,-a/12],[a/2,-a/12],[a/2,a/12],[-a/2,a/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(i)():n.svg.symbol().type(\"square\").size(i)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(m).orient(\"right\"),b=f.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text((function(t,e){return o[e].name})),r}return r.config=function(e){return arguments.length?(a(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,i={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=i.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:i.padding+l,dy:.3*+i.fontSize}),c};return c.text=function(a){var o=n.hsl(i.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",h=a||\"\";e.style({fill:u,\"font-size\":i.fontSize+\"px\"}).text(h);var f=i.padding,p=e.node().getBBox(),d={fill:i.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*f+l,m=p.height+2*f;return r.attr({d:\"M\"+[[l,-m/2],[l,-m/4],[i.hasTick?0:l,0],[l,m/4],[l,m/2],[g,m/2],[g,-m/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-m/2+2*f]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return a(i,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map((function(t,r){var n=a({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n})),!e&&t.layout&&\"stack\"===t.layout.barmode)){var i=o.util.duplicates(r.data.map((function(t,e){return t.geometry})));r.data.forEach((function(t,e){var n=i.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)}))}if(t.layout){var s=a({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach((function(t,e){u[c[l.indexOf(t.key)]]=t.value})),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":704,\"../../../lib\":735,d3:165}],856:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../../lib\"),i=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=a.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,a,i,u,h=new s;function f(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,a||(a=o.Axis()),i=o.adapter.plotly().convert(e),a.config(i).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return f.isPolar=!0,f.svg=function(){return a.svg()},f.getConfig=function(){return e},f.getLiveConfig=function(){return o.adapter.plotly().convert(a.getLiveConfig(),!0)},f.getLiveScales=function(){return{t:a.angularScale(),r:a.radialScale()}},f.setUndoPoint=function(){var t,n,a=this,i=o.util.cloneJson(e);t=i,n=r,h.add({undo:function(){n&&a(n)},redo:function(){a(t)}}),r=o.util.cloneJson(i)},f.undo=function(){h.undo()},f.redo=function(){h.redo()},f},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),a=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:i.background,_container:e,_paperdiv:r,_paper:a};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":602,\"../../../lib\":735,\"./micropolar\":855,\"./undo_manager\":857,d3:165}],857:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function a(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n||(e.splice(r+1,e.length-r),e.push(t),r=e.length-1),this},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(a(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(a(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],858:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../plots\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../cartesian/set_convert\"),f=t(\"./set_convert\"),p=t(\"../cartesian/autorange\").doAutoRange,d=t(\"../cartesian/dragbox\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/titles\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").selectOnClick,b=t(\"../cartesian/select\").clearSelect,_=t(\"../../lib/setcursor\"),w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"../../constants/alignment\").MID_SHIFT,M=t(\"./constants\"),A=t(\"./helpers\"),S=o._,E=o.mod,C=o.deg2rad,L=o.rad2deg;function P(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var I=P.prototype;function z(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function O(t,e){return e[o.findIndexOfMin(e,(function(e){return o.angleDist(t,e)}))]}function D(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}function R(t,e){return\"translate(\"+t+\",\"+e+\")\"}function F(t){return\"rotate(\"+t+\")\"}e.exports=function(t,e){return new P(t,e)},I.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),c.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},I.updateLayers=function(t,e){var r=this.layers,a=e.radialaxis,i=e.angularaxis,o=M.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===i.layer,u=\"below traces\"===a.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var h=this.framework.selectAll(\".polarsublayer\").data(l,String);h.enter().append(\"g\").attr(\"class\",(function(t){return\"polarsublayer \"+t})).each((function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),h.order()},I.updateLayout=function(t,e){var r=this.layers,n=t._size,a=e.radialaxis,i=e.angularaxis,o=e.domain.x,c=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-c[1]);var u=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(c[1]-c[0]),f=e.sector;this.sectorInRad=f.map(C);var p,d,g,m,v,y=this.sectorBBox=function(t){var e,r,n,a,i=t[0],o=t[1]-i,s=E(i,360),l=s+o,c=Math.cos(C(s)),u=Math.sin(C(s)),h=Math.cos(C(l)),f=Math.sin(C(l));a=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&f<=0?0:Math.max(u,f);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&h>=0?0:Math.min(c,h);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&f>=0?0:Math.min(u,f);n=l>=360?1:c<=0&&h<=0?0:Math.max(c,h);return[e,r,n,a]}(f),x=y[2]-y[0],b=y[3]-y[1],_=h/u,w=Math.abs(b/x);_>w?(p=u,v=(h-(d=u*w))/n.h/2,g=[o[0],o[1]],m=[c[0]+v,c[1]-v]):(d=h,v=(u-(p=h/w))/n.w/2,g=[o[0]+v,o[1]-v],m=[c[0],c[1]]),this.xLength2=p,this.yLength2=d,this.xDomain2=g,this.yDomain2=m;var T=this.xOffset2=n.l+n.w*g[0],k=this.yOffset2=n.t+n.h*(1-m[1]),M=this.radius=p/x,A=this.innerRadius=e.hole*M,S=this.cx=T-M*y[0],L=this.cy=k+M*y[3],P=this.cxx=S-T,I=this.cyy=L-k;this.radialAxis=this.mockAxis(t,e,a,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[a.side],domain:[A/n.w,M/n.w]}),this.angularAxis=this.mockAxis(t,e,i,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:g}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:m});var z=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",z).attr(\"transform\",R(P,I)),r.frontplot.attr(\"transform\",R(T,k)).call(l.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",z).attr(\"transform\",R(S,L)).call(s.fill,e.bgcolor)},I.mockAxis=function(t,e,r,n){var a=o.extendFlat({},r,n);return f(a,e,t),a},I.mockCartesianAxis=function(t,e,r){var n=this,a=r._id,i=o.extendFlat({type:\"linear\"},r);h(i,t);var s={x:[0,2],y:[1,3]};return i.setRange=function(){var t=n.sectorBBox,r=s[a],o=n.radialAxis._rl,l=(o[1]-o[0])/(1-e.hole);i.range=[t[r[0]]*l,t[r[1]]*l]},i.isPtWithinRange=\"x\"===a?function(t){return n.isPtInside(t)}:function(){return!0},i.setRange(),i.setScale(),i},I.doAutoRange=function(t,e){var r=this.gd,n=this.radialAxis,a=e.radialaxis;n.setScale(),p(r,n);var i=n.range;a.range=i.slice(),a._input.range=i.slice(),n._rl=[n.r2l(i[0],null,\"gregorian\"),n.r2l(i[1],null,\"gregorian\")]},I.updateRadialAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.radialaxis,p=E(e.sector[0],360),d=r.radialAxis,g=l<i;r.fillViewInitialKey(\"radialaxis.angle\",f.angle),r.fillViewInitialKey(\"radialaxis.range\",d.range.slice()),d.setGeometry(),\"auto\"===d.tickangle&&p>90&&p<=270&&(d.tickangle=180);var m=function(t){return\"translate(\"+(d.l2p(t.x)+l)+\",0)\"},v=z(f);if(r.radialTickLayout!==v&&(a[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=v),g){d.setScale();var y=u.calcTicks(d),x=u.clipEnds(d,y),b=u.getTickSigns(d)[2];u.drawTicks(n,d,{vals:y,layer:a[\"radial-axis\"],path:u.makeTickPath(d,0,b),transFn:m,crisp:!1}),u.drawGrid(n,d,{vals:x,layer:a[\"radial-grid\"],path:function(t){return r.pathArc(d.r2p(t.x)+l)},transFn:o.noop,crisp:!1}),u.drawLabels(n,d,{vals:y,layer:a[\"radial-axis\"],transFn:m,labelFns:u.makeLabelFns(d,0)})}var _=r.radialAxisAngle=r.vangles?L(O(C(f.angle),r.vangles)):f.angle,w=R(c,h),T=w+F(-_);D(a[\"radial-axis\"],g&&(f.showticklabels||f.ticks),{transform:T}),D(a[\"radial-grid\"],g&&f.showgrid,{transform:w}),D(a[\"radial-line\"].select(\"line\"),g&&f.showline,{x1:l,y1:0,x2:i,y2:0,transform:T}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},I.updateRadialAxisTitle=function(t,e,r){var n=this.gd,a=this.radius,i=this.cx,o=this.cy,s=e.radialaxis,c=this.id+\"title\",u=void 0!==r?r:this.radialAxisAngle,h=C(u),f=Math.cos(h),p=Math.sin(h),d=0;if(s.title){var g=l.bBox(this.layers[\"radial-axis\"].node()).height,m=s.title.font.size;d=\"counterclockwise\"===s.side?-g-.4*m:g+.8*m}this.layers[\"radial-axis-title\"]=v.draw(n,c,{propContainer:s,propName:this.id+\".radialaxis.title\",placeholder:S(n,\"Click to enter radial axis title\"),attributes:{x:i+a/2*f+d*p,y:o-a/2*p+d*f,\"text-anchor\":\"middle\"},transform:{rotate:-u}})},I.updateAngularAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.angularaxis,p=r.angularAxis;r.fillViewInitialKey(\"angularaxis.rotation\",f.rotation),p.setGeometry(),p.setScale();var d=function(t){return p.t2g(t.x)};\"linear\"===p.type&&\"radians\"===p.thetaunit&&(p.tick0=L(p.tick0),p.dtick=L(p.dtick));var g=function(t){return 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n=t(\"../../components/color/attributes\"),a=t(\"../domain\").attributes,i=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:i.title.text,font:i.title.font},color:i.color,tickmode:i.tickmode,nticks:s({},i.nticks,{dflt:6,min:1}),tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:s({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:s({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth,layer:i.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},c=e.exports=o({domain:a({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":601,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../cartesian/layout_attributes\":797,\"../domain\":810}],864:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"../../plot_api/plot_template\"),i=t(\"../../lib\"),o=t(\"../subplot_defaults\"),s=t(\"../cartesian/tick_label_defaults\"),l=t(\"../cartesian/tick_mark_defaults\"),c=t(\"../cartesian/tick_value_defaults\"),u=t(\"../cartesian/line_grid_defaults\"),h=t(\"./layout_attributes\"),f=[\"aaxis\",\"baxis\",\"caxis\"];function p(t,e,r,i){var o,s,l,c=r(\"bgcolor\"),u=r(\"sum\");i.bgColor=n.combine(c,i.paper_bgcolor);for(var h=0;h<f.length;h++)s=t[o=f[h]]||{},(l=a.newContainer(e,o))._name=o,d(s,l,i,e);var p=e.aaxis,g=e.baxis,m=e.caxis;p.min+g.min+m.min>=u&&(p.min=0,g.min=0,m.min=0,t.aaxis&&delete t.aaxis.min,t.baxis&&delete t.baxis.min,t.caxis&&delete t.caxis.min)}function d(t,e,r,n){var a=h[e._name];function o(r,n){return i.coerce(t,e,a,r,n)}o(\"uirevision\",n.uirevision),e.type=\"linear\";var f=o(\"color\"),p=f!==a.color.dflt?f:r.font.color,d=e._name.charAt(0).toUpperCase(),g=\"Component \"+d,m=o(\"title.text\",g);e._hovertitle=m===g?m:d,i.coerceFont(o,\"title.font\",{family:r.font.family,size:Math.round(1.2*r.font.size),color:p}),o(\"min\"),c(t,e,o,\"linear\"),s(t,e,o,\"linear\",{}),l(t,e,o,{outerTicks:!0}),o(\"showticklabels\")&&(i.coerceFont(o,\"tickfont\",{family:r.font.family,size:r.font.size,color:p}),o(\"tickangle\"),o(\"tickformat\")),u(t,e,o,{dfltColor:f,bgColor:r.bgColor,blend:60,showLine:!0,showGrid:!0,noZeroLine:!0,attributes:a}),o(\"hoverformat\"),o(\"layer\")}e.exports=function(t,e,r){o(t,e,r,{type:\"ternary\",attributes:h,handleDefaults:p,font:e.font,paper_bgcolor:e.paper_bgcolor})}},{\"../../components/color\":602,\"../../lib\":735,\"../../plot_api/plot_template\":773,\"../cartesian/line_grid_defaults\":799,\"../cartesian/tick_label_defaults\":804,\"../cartesian/tick_mark_defaults\":805,\"../cartesian/tick_value_defaults\":806,\"../subplot_defaults\":860,\"./layout_attributes\":863}],865:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=o._,l=t(\"../../components/color\"),c=t(\"../../components/drawing\"),u=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,f=t(\"../plots\"),p=t(\"../cartesian/axes\"),d=t(\"../../components/dragelement\"),g=t(\"../../components/fx\"),m=t(\"../../components/dragelement/helpers\"),v=m.freeMode,y=m.rectMode,x=t(\"../../components/titles\"),b=t(\"../cartesian/select\").prepSelect,_=t(\"../cartesian/select\").selectOnClick,w=t(\"../cartesian/select\").clearSelect,T=t(\"../cartesian/select\").clearSelectionsCache,k=t(\"../cartesian/constants\");function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=M;var A=M.prototype;A.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},A.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++){if(!1===t[a][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),f.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(l.fill,r.bgcolor)},A.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,a=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),c.setClipUrl(this.layers.backplot,n,e),c.setClipUrl(this.layers.grids,n,e)},A.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var a=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),i=[\"agrid\",\"bgrid\",\"cgrid\"];a.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&i.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),a.order()};var S=Math.sqrt(4/3);A.adjustLayout=function(t,e){var r,n,a,i,o,s,f=this,p=t.domain,d=(p.x[0]+p.x[1])/2,g=(p.y[0]+p.y[1])/2,m=p.x[1]-p.x[0],v=p.y[1]-p.y[0],y=m*e.w,x=v*e.h,b=t.sum,_=t.aaxis.min,w=t.baxis.min,T=t.caxis.min;y>S*x?a=(i=x)*S:i=(a=y)/S,o=m*a/y,s=v*i/x,r=e.l+e.w*d-a/2,n=e.t+e.h*(1-g)-i/2,f.x0=r,f.y0=n,f.w=a,f.h=i,f.sum=b,f.xaxis={type:\"linear\",range:[_+2*T-b,b-_-2*w],domain:[d-o/2,d+o/2],_id:\"x\"},u(f.xaxis,f.graphDiv._fullLayout),f.xaxis.setScale(),f.xaxis.isPtWithinRange=function(t){return t.a>=f.aaxis.range[0]&&t.a<=f.aaxis.range[1]&&t.b>=f.baxis.range[1]&&t.b<=f.baxis.range[0]&&t.c>=f.caxis.range[1]&&t.c<=f.caxis.range[0]},f.yaxis={type:\"linear\",range:[_,b-w-T],domain:[g-s/2,g+s/2],_id:\"y\"},u(f.yaxis,f.graphDiv._fullLayout),f.yaxis.setScale(),f.yaxis.isPtWithinRange=function(){return!0};var k=f.yaxis.domain[0],M=f.aaxis=h({},t.aaxis,{range:[_,b-w-T],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(M,f.graphDiv._fullLayout),M.setScale();var A=f.baxis=h({},t.baxis,{range:[b-_-T,w],side:\"bottom\",domain:f.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:a});u(A,f.graphDiv._fullLayout),A.setScale();var E=f.caxis=h({},t.caxis,{range:[b-_-w,T],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(E,f.graphDiv._fullLayout),E.setScale();var C=\"M\"+r+\",\"+(n+i)+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDef.select(\"path\").attr(\"d\",C),f.layers.plotbg.select(\"path\").attr(\"d\",C);var L=\"M0,\"+i+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDefRelative.select(\"path\").attr(\"d\",L);var P=\"translate(\"+r+\",\"+n+\")\";f.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",P),f.clipDefRelative.select(\"path\").attr(\"transform\",null);var I=\"translate(\"+(r-A._offset)+\",\"+(n+i)+\")\";f.layers.baxis.attr(\"transform\",I),f.layers.bgrid.attr(\"transform\",I);var z=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(30)translate(0,\"+-M._offset+\")\";f.layers.aaxis.attr(\"transform\",z),f.layers.agrid.attr(\"transform\",z);var O=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(-30)translate(0,\"+-E._offset+\")\";f.layers.caxis.attr(\"transform\",O),f.layers.cgrid.attr(\"transform\",O),f.drawAxes(!0),f.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+i)+\"l\"+a/2+\",-\"+i:\"M0,0\").call(l.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),f.layers.bline.select(\"path\").attr(\"d\",A.showline?\"M\"+r+\",\"+(n+i)+\"h\"+a:\"M0,0\").call(l.stroke,A.linecolor||\"#000\").style(\"stroke-width\",(A.linewidth||0)+\"px\"),f.layers.cline.select(\"path\").attr(\"d\",E.showline?\"M\"+(r+a/2)+\",\"+n+\"l\"+a/2+\",\"+i:\"M0,0\").call(l.stroke,E.linecolor||\"#000\").style(\"stroke-width\",(E.linewidth||0)+\"px\"),f.graphDiv._context.staticPlot||f.initInteractions(),c.setClipUrl(f.layers.frontplot,f._hasClipOnAxisFalse?null:f.clipId,f.graphDiv)},A.drawAxes=function(t){var e=this.graphDiv,r=this.id.substr(7)+\"title\",n=this.layers,a=this.aaxis,i=this.baxis,o=this.caxis;if(this.drawAx(a),this.drawAx(i),this.drawAx(o),t){var l=Math.max(a.showticklabels?a.tickfont.size/2:0,(o.showticklabels?.75*o.tickfont.size:0)+(\"outside\"===o.ticks?.87*o.ticklen:0)),c=(i.showticklabels?i.tickfont.size:0)+(\"outside\"===i.ticks?i.ticklen:0)+3;n[\"a-title\"]=x.draw(e,\"a\"+r,{propContainer:a,propName:this.id+\".aaxis.title\",placeholder:s(e,\"Click to enter Component A title\"),attributes:{x:this.x0+this.w/2,y:this.y0-a.title.font.size/3-l,\"text-anchor\":\"middle\"}}),n[\"b-title\"]=x.draw(e,\"b\"+r,{propContainer:i,propName:this.id+\".baxis.title\",placeholder:s(e,\"Click to enter Component B title\"),attributes:{x:this.x0-c,y:this.y0+this.h+.83*i.title.font.size+c,\"text-anchor\":\"middle\"}}),n[\"c-title\"]=x.draw(e,\"c\"+r,{propContainer:o,propName:this.id+\".caxis.title\",placeholder:s(e,\"Click to enter Component C title\"),attributes:{x:this.x0+this.w+c,y:this.y0+this.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}})}},A.drawAx=function(t){var e,r=this.graphDiv,n=t._name,a=n.charAt(0),i=t._id,s=this.layers[n],l=a+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);this[l]!==c&&(s.selectAll(\".\"+i+\"tick\").remove(),this[l]=c),t.setScale();var u=p.calcTicks(t),h=p.clipEnds(t,u),f=p.makeTransFn(t),d=p.getTickSigns(t)[2],g=o.deg2rad(30),m=d*(t.linewidth||1)/2,v=d*t.ticklen,y=this.w,x=this.h,b=\"b\"===a?\"M0,\"+m+\"l\"+Math.sin(g)*v+\",\"+Math.cos(g)*v:\"M\"+m+\",0l\"+Math.cos(g)*v+\",\"+-Math.sin(g)*v,_={a:\"M0,0l\"+x+\",-\"+y/2,b:\"M0,0l-\"+y/2+\",-\"+x,c:\"M0,0l-\"+x+\",\"+y/2}[a];p.drawTicks(r,t,{vals:\"inside\"===t.ticks?h:u,layer:s,path:b,transFn:f,crisp:!1}),p.drawGrid(r,t,{vals:h,layer:this.layers[a+\"grid\"],path:_,transFn:f,crisp:!1}),p.drawLabels(r,t,{vals:u,layer:s,transFn:f,labelFns:p.makeLabelFns(t,0,30)})};var E=k.MINZOOM/2+.87,C=\"m-0.87,.5h\"+E+\"v3h-\"+(E+5.2)+\"l\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l2.6,1.5l-\"+E/2+\",\"+.87*E+\"Z\",L=\"m0.87,.5h-\"+E+\"v3h\"+(E+5.2)+\"l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-2.6,1.5l\"+E/2+\",\"+.87*E+\"Z\",P=\"m0,1l\"+E/2+\",\"+.87*E+\"l2.6,-1.5l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-\"+(E/2+2.6)+\",\"+(.87*E+4.5)+\"l2.6,1.5l\"+E/2+\",-\"+.87*E+\"Z\",I=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}A.clearSelect=function(){T(this.dragOptions),w(this.dragOptions.gd)},A.initInteractions=function(){var t,e,r,n,u,h,f,p,m,x,w=this,T=w.layers.plotbg.select(\"path\").node(),M=w.graphDiv,A=M._fullLayout._zoomlayer;function E(t){var e={};return e[w.id+\".aaxis.min\"]=t.a,e[w.id+\".baxis.min\"]=t.b,e[w.id+\".caxis.min\"]=t.c,e}function O(t,e){var r=M._fullLayout.clickmode;z(M),2===t&&(M.emit(\"plotly_doubleclick\",null),i.call(\"_guiRelayout\",M,E({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&_(e,M,[w.xaxis],[w.yaxis],w.id,w.dragOptions),r.indexOf(\"event\")>-1&&g.click(M,e,w.id)}function D(t,e){return 1-e/w.h}function R(t,e){return 1-(t+(w.h-e)/Math.sqrt(3))/w.w}function F(t,e){return(t-(w.h-e)/Math.sqrt(3))/w.w}function B(a,i){var o=t+a,s=e+i,l=Math.max(0,Math.min(1,D(0,e),D(0,s))),c=Math.max(0,Math.min(1,R(t,e),R(o,s))),d=Math.max(0,Math.min(1,F(t,e),F(o,s))),g=(l/2+d)*w.w,v=(1-l/2-c)*w.w,y=(g+v)/2,b=v-g,_=(1-l)*w.h,T=_-b/S;b<k.MINZOOM?(u=r,m.attr(\"d\",f),x.attr(\"d\",\"M0,0Z\")):(u={a:r.a+l*n,b:r.b+c*n,c:r.c+d*n},m.attr(\"d\",f+\"M\"+g+\",\"+_+\"H\"+v+\"L\"+y+\",\"+T+\"L\"+g+\",\"+_+\"Z\"),x.attr(\"d\",\"M\"+t+\",\"+e+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+g+\",\"+_+C+\"M\"+v+\",\"+_+L+\"M\"+y+\",\"+T+P)),p||(m.transition().style(\"fill\",h>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),x.transition().style(\"opacity\",1).duration(200),p=!0),M.emit(\"plotly_relayouting\",E(u))}function N(){z(M),u!==r&&(i.call(\"_guiRelayout\",M,E(u)),I&&M.data&&M._context.showTips&&(o.notifier(s(M,\"Double-click to zoom back out\"),\"long\"),I=!1))}function j(t,e){var n=t/w.xaxis._m,a=e/w.yaxis._m,i=[(u={a:r.a-a,b:r.b+(n+a)/2,c:r.c-(n-a)/2}).a,u.b,u.c].sort(),o=i.indexOf(u.a),s=i.indexOf(u.b),l=i.indexOf(u.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),u={a:i[o],b:i[s],c:i[l]},e=(r.a-u.a)*w.yaxis._m,t=(r.c-u.c-r.b+u.b)*w.xaxis._m);var h=\"translate(\"+(w.x0+t)+\",\"+(w.y0+e)+\")\";w.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var f=\"translate(\"+-t+\",\"+-e+\")\";w.clipDefRelative.select(\"path\").attr(\"transform\",f),w.aaxis.range=[u.a,w.sum-u.b-u.c],w.baxis.range=[w.sum-u.a-u.c,u.b],w.caxis.range=[w.sum-u.a-u.b,u.c],w.drawAxes(!1),w._hasClipOnAxisFalse&&w.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(c.hideOutsideRangePoints,w),M.emit(\"plotly_relayouting\",E(u))}function U(){i.call(\"_guiRelayout\",M,E(u))}this.dragOptions={element:T,gd:M,plotinfo:{id:w.id,domain:M._fullLayout[w.id].domain,xaxis:w.xaxis,yaxis:w.yaxis},subplot:w.id,prepFn:function(i,o,s){w.dragOptions.xaxes=[w.xaxis],w.dragOptions.yaxes=[w.yaxis];var c=w.dragOptions.dragmode=M._fullLayout.dragmode;v(c)?w.dragOptions.minDrag=1:w.dragOptions.minDrag=void 0,\"zoom\"===c?(w.dragOptions.moveFn=B,w.dragOptions.clickFn=O,w.dragOptions.doneFn=N,function(i,o,s){var c=T.getBoundingClientRect();t=o-c.left,e=s-c.top,r={a:w.aaxis.range[0],b:w.baxis.range[1],c:w.caxis.range[1]},u=r,n=w.aaxis.range[1]-r.a,h=a(w.graphDiv._fullLayout[w.id].bgcolor).getLuminance(),f=\"M0,\"+w.h+\"L\"+w.w/2+\", 0L\"+w.w+\",\"+w.h+\"Z\",p=!1,m=A.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",\"translate(\"+w.x0+\", 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o,s,l=e.pos,c=e.val,u=i.bPos,h=i.wdPos||0,f=i.bPosPxOffset||0,p=r.whiskerwidth||0,d=r.notched||!1,g=d?1-2*r.notchwidth:1;Array.isArray(i.bdPos)?(o=i.bdPos[0],s=i.bdPos[1]):(o=i.bdPos,s=i.bdPos);var m=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?a.identity:[]);m.enter().append(\"path\").style(\"vector-effect\",\"non-scaling-stroke\").attr(\"class\",\"box\"),m.exit().remove(),m.each((function(t){if(t.empty)return\"M0,0Z\";var e=l.c2l(t.pos+u,!0),i=l.l2p(e)+f,m=l.l2p(e-o)+f,v=l.l2p(e+s)+f,y=l.l2p(e-h)+f,x=l.l2p(e+h)+f,b=l.l2p(e-o*g)+f,_=l.l2p(e+s*g)+f,w=c.c2p(t.q1,!0),T=c.c2p(t.q3,!0),k=a.constrain(c.c2p(t.med,!0),Math.min(w,T)+1,Math.max(w,T)-1),M=void 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n=t(\"../pie/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},a.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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e.visible=!1}},{\"../../lib\":735,\"../../plots/domain\":810,\"../bar/defaults\":880,\"../pie/defaults\":1117,\"./attributes\":1011}],1015:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"funnelarea\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"funnelarea\",\"showLegend\"],attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\"),style:t(\"./style\"),styleOne:t(\"../pie/style_one\"),meta:{}}},{\"../pie/style_one\":1125,\"./attributes\":1011,\"./base_plot\":1012,\"./calc\":1013,\"./defaults\":1014,\"./layout_attributes\":1016,\"./layout_defaults\":1017,\"./plot\":1018,\"./style\":1019}],1016:[function(t,e,r){\"use strict\";var n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1121}],1017:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":735,\"./layout_attributes\":1016}],1018:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/drawing\"),i=t(\"../../lib\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"../bar/plot\").toMoveInsideBar,l=t(\"../bar/uniform_text\"),c=l.recordMinTextSize,u=l.clearMinTextSize,h=t(\"../pie/helpers\"),f=t(\"../pie/plot\"),p=f.attachFxHandlers,d=f.determineInsideTextFont,g=f.layoutAreas,m=f.prerenderTitles,v=f.positionTitleOutside,y=f.formatSliceLabel;function 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n=t(\"../scatter/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../components/colorscale/attributes\"),s=(t(\"../../constants/docs\").FORMAT_LINK,t(\"../../lib/extend\").extendFlat);e.exports=s({z:{valType:\"data_array\",editType:\"calc\"},x:s({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:s({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:s({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:s({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:s({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:s({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},zhoverformat:{valType:\"string\",dflt:\"\",editType:\"none\"},hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},{transforms:void 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n=t(\"../../lib/extend\").extendFlat,a=t(\"../../lib/extend\").extendDeep,i=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../components/color/attributes\"),l=t(\"../../plots/domain\").attributes,c=t(\"../../plots/cartesian/layout_attributes\"),u=t(\"../../plot_api/plot_template\").templatedArray,h=t(\"../../constants/delta.js\"),f=(t(\"../../constants/docs\").FORMAT_LINK,o({editType:\"plot\",colorEditType:\"plot\"})),p={color:{valType:\"color\",editType:\"plot\"},line:{color:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},width:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"calc\"},thickness:{valType:\"number\",min:0,max:1,dflt:1,editType:\"plot\"},editType:\"calc\"},d={valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},g=u(\"step\",a({},p,{range:d}));e.exports={mode:{valType:\"flaglist\",editType:\"calc\",flags:[\"number\",\"delta\",\"gauge\"],dflt:\"number\"},value:{valType:\"number\",editType:\"calc\",anim:!0},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},domain:l({name:\"indicator\",trace:!0,editType:\"calc\"}),title:{text:{valType:\"string\",editType:\"plot\"},align:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],editType:\"plot\"},font:n({},f,{}),editType:\"plot\"},number:{valueformat:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:n({},f,{}),prefix:{valType:\"string\",dflt:\"\",editType:\"plot\"},suffix:{valType:\"string\",dflt:\"\",editType:\"plot\"},editType:\"plot\"},delta:{reference:{valType:\"number\",editType:\"calc\"},position:{valType:\"enumerated\",values:[\"top\",\"bottom\",\"left\",\"right\"],dflt:\"bottom\",editType:\"plot\"},relative:{valType:\"boolean\",editType:\"plot\",dflt:!1},valueformat:{valType:\"string\",editType:\"plot\"},increasing:{symbol:{valType:\"string\",dflt:h.INCREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:h.INCREASING.COLOR,editType:\"plot\"},editType:\"plot\"},decreasing:{symbol:{valType:\"string\",dflt:h.DECREASING.SYMBOL,editType:\"plot\"},color:{valType:\"color\",dflt:h.DECREASING.COLOR,editType:\"plot\"},editType:\"plot\"},font:n({},f,{}),editType:\"calc\"},gauge:{shape:{valType:\"enumerated\",editType:\"plot\",dflt:\"angular\",values:[\"angular\",\"bullet\"]},bar:a({},p,{color:{dflt:\"green\"}}),bgcolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:s.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},axis:i({range:d,visible:n({},c.visible,{dflt:!0}),tickmode:c.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:n({},c.ticks,{dflt:\"outside\"}),ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,showticklabels:c.showticklabels,tickfont:o({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,showexponent:c.showexponent,editType:\"plot\"},\"plot\"),steps:g,threshold:{line:{color:n({},p.line.color,{}),width:n({},p.line.width,{dflt:1}),editType:\"plot\"},thickness:n({},p.thickness,{dflt:.85}),value:{valType:\"number\",editType:\"calc\",dflt:!1},editType:\"plot\"},editType:\"plot\"}}},{\"../../components/color/attributes\":601,\"../../constants/delta.js\":705,\"../../constants/docs\":706,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plot_api/plot_template\":773,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/domain\":810,\"../../plots/font_attributes\":811}],1070:[function(t,e,r){\"use 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0===f._deltaLastValue&&(f._deltaLastValue=i(r[0]));var p=E.select(\"text.delta\");function g(){p.text(o(i(r[0]),a)).call(d.fill,h(r[0])).call(c.convertToTspans,t)}return p.call(s.font,f.delta.font).call(d.fill,h({delta:f._deltaLastValue})),y(A)?p.transition().duration(A.duration).ease(A.easing).tween(\"text\",(function(){var t=n.select(this),e=i(r[0]),s=f._deltaLastValue,l=P(f.delta.valueformat,a,s,e),c=n.interpolateNumber(s,e);return f._deltaLastValue=e,function(e){t.text(o(c(e),l)),t.call(d.fill,h({delta:c(e)}))}})).each(\"end\",(function(){g(),S&&S()})).each(\"interrupt\",(function(){g(),S&&S()})):g(),l=T(o(i(r[0]),a),f.delta.font,M,t),p}(),z+=f.delta.position+f.delta.font.size+f.delta.font.family+f.delta.valueformat,z+=f.delta.increasing.symbol+f.delta.decreasing.symbol,h=l);f._hasNumber&&(!function(){var e=b(t,{tickformat:f.number.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=f.number.suffix,l=f.number.prefix,h=E.select(\"text.number\");function p(){var e=\"number\"==typeof r[0].y?l+a(r[0].y)+i:\"-\";h.text(e).call(s.font,f.number.font).call(c.convertToTspans,t)}y(A)?h.transition().duration(A.duration).ease(A.easing).each(\"end\",(function(){p(),S&&S()})).each(\"interrupt\",(function(){p(),S&&S()})).attrTween(\"text\",(function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);f._lastValue=r[0].y;var o=P(f.number.valueformat,a,r[0].lastY,r[0].y);return function(r){t.text(l+o(e(r))+i)}})):p(),o=T(l+a(r[0].y)+i,f.number.font,M,t)}(),z+=f.number.font.size+f.number.font.family+f.number.valueformat+f.number.suffix+f.number.prefix,h=o);if(f._hasDelta&&f._hasNumber){var O,D,R=[(o.left+o.right)/2,(o.top+o.bottom)/2],F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=.75*f.delta.font.size;\"left\"===f.delta.position&&(O=k(f,\"deltaPos\",0,-1*(o.width*m[f.align]+l.width*(1-m[f.align])+B),z,Math.min),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:l.left+O,right:o.right,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"right\"===f.delta.position&&(O=k(f,\"deltaPos\",0,o.width*(1-m[f.align])+l.width*m[f.align]+B,z,Math.max),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:o.left,right:l.right+O,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"bottom\"===f.delta.position&&(O=null,D=l.height,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height,bottom:o.bottom+l.height}),\"top\"===f.delta.position&&(O=null,D=o.top,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height-l.height,bottom:o.bottom}),I.attr({dx:O,dy:D})}(f._hasNumber||f._hasDelta)&&E.attr(\"transform\",(function(){var t=i.numbersScaler(h);z+=t[2];var e,r=k(f,\"numbersScale\",1,t[0],z,Math.min);f._scaleNumbers||(r=1),e=f._isAngular?x-r*h.bottom:x-r*(h.top+h.bottom)/2,f._numbersTop=r*h.top+e;var n=h[w];\"center\"===w&&(n=(h.left+h.right)/2);var a=p-r*n;return _(a=k(f,\"numbersTranslate\",0,a,z,Math.max),e)+\" scale(\"+r+\")\"}))}(t,L,e,{numbersX:h,numbersY:M,numbersScaler:A,transitionOpts:r,onComplete:f}),P&&(S={range:C.gauge.axis.range,color:C.gauge.bgcolor,line:{color:C.gauge.bordercolor,width:0},thickness:1},E={range:C.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:C.gauge.bordercolor,width:C.gauge.borderwidth},thickness:1});var q=L.selectAll(\"g.angular\").data(I?e:[]);q.exit().remove();var H=L.selectAll(\"g.angularaxis\").data(I?e:[]);H.exit().remove(),I&&function(t,e,r,a){var s,l,c,h,f=r[0].trace,p=a.size,d=a.radius,g=a.innerRadius,m=a.gaugeBg,v=a.gaugeOutline,w=[p.l+p.w/2,p.t+p.h/2+d/2],T=a.gauge,k=a.layer,M=a.transitionOpts,A=a.onComplete,S=Math.PI/2;function E(t){var e=f.gauge.axis.range[0],r=(t-e)/(f.gauge.axis.range[1]-e)*Math.PI-S;return r<-S?-S:r>S?S:r}function C(t){return n.svg.arc().innerRadius((g+d)/2-t/2*(d-g)).outerRadius((g+d)/2+t/2*(d-g)).startAngle(-S)}function L(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()}))}T.enter().append(\"g\").classed(\"angular\",!0),T.attr(\"transform\",_(w[0],w[1])),k.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),k.selectAll(\"g.xangularaxistick,path,text\").remove(),(s=b(t,f.gauge.axis)).type=\"linear\",s.range=f.gauge.axis.range,s._id=\"xangularaxis\",s.setScale();var P=function(t){return(s.range[0]-t.x)/(s.range[1]-s.range[0])*Math.PI+Math.PI},I={},z=u.makeLabelFns(s,0).labelStandoff;I.xFn=function(t){var e=P(t);return Math.cos(e)*z},I.yFn=function(t){var e=P(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*o)},I.anchorFn=function(t){var e=P(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},I.heightFn=function(t,e,r){var n=P(t);return-.5*(1+Math.sin(n))*r};var O=function(t){return _(w[0]+d*Math.cos(t),w[1]-d*Math.sin(t))};c=function(t){return O(P(t))};if(l=u.calcTicks(s),h=u.getTickSigns(s)[2],s.visible){h=\"inside\"===s.ticks?-1:1;var D=(s.linewidth||1)/2;u.drawTicks(t,s,{vals:l,layer:k,path:\"M\"+h*D+\",0h\"+h*s.ticklen,transFn:function(t){var e=P(t);return O(e)+\"rotate(\"+-i(e)+\")\"}}),u.drawLabels(t,s,{vals:l,layer:k,transFn:c,labelFns:I})}var R=[m].concat(f.gauge.steps),F=T.selectAll(\"g.bg-arc\").data(R);F.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),F.select(\"path\").call(L).call(x),F.exit().remove();var B=C(f.gauge.bar.thickness),N=T.selectAll(\"g.value-arc\").data([f.gauge.bar]);N.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var j=N.select(\"path\");y(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){A&&A()})).each(\"interrupt\",(function(){A&&A()})).attrTween(\"d\",(U=B,V=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(V,q);return function(e){return U.endAngle(t(e))()}})),f._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var U,V,q;j.call(x),N.exit().remove(),R=[];var H=f.gauge.threshold.value;H&&R.push({range:[H,H],color:f.gauge.threshold.color,line:{color:f.gauge.threshold.line.color,width:f.gauge.threshold.line.width},thickness:f.gauge.threshold.thickness});var G=T.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(L).call(x),G.exit().remove();var Y=T.selectAll(\"g.gauge-outline\").data([v]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(L).call(x),Y.exit().remove()}(t,0,e,{radius:B,innerRadius:N,gauge:q,layer:H,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var G=L.selectAll(\"g.bullet\").data(z?e:[]);G.exit().remove();var Y=L.selectAll(\"g.bulletaxis\").data(z?e:[]);Y.exit().remove(),z&&function(t,e,r,n){var a,i,o,s,c,h=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,m=n.gaugeOutline,v=n.size,_=h.domain,w=n.transitionOpts,T=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",\"translate(\"+v.l+\", \"+v.t+\")\"),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var k=v.h,M=h.gauge.bar.thickness*k,A=_.x[0],S=_.x[0]+(_.x[1]-_.x[0])*(h._hasNumber||h._hasDelta?1-l.bulletNumberDomainSize:1);(a=b(t,h.gauge.axis))._id=\"xbulletaxis\",a.domain=[A,S],a.setScale(),i=u.calcTicks(a),o=u.makeTransFn(a),s=u.getTickSigns(a)[2],c=v.t+v.h,a.visible&&(u.drawTicks(t,a,{vals:\"inside\"===a.ticks?u.clipEnds(a,i):i,layer:p,path:u.makeTickPath(a,c,s),transFn:o}),u.drawLabels(t,a,{vals:i,layer:p,transFn:o,labelFns:u.makeLabelFns(a,c)}));function E(t){t.attr(\"width\",(function(t){return Math.max(0,a.c2p(t.range[1])-a.c2p(t.range[0]))})).attr(\"x\",(function(t){return a.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*k})).attr(\"height\",(function(t){return t.thickness*k}))}var C=[g].concat(h.gauge.steps),L=f.selectAll(\"g.bg-bullet\").data(C);L.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),L.select(\"rect\").call(E).call(x),L.exit().remove();var P=f.selectAll(\"g.value-bullet\").data([h.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",M).attr(\"y\",(k-M)/2).call(x),y(w)?P.select(\"rect\").transition().duration(w.duration).ease(w.easing).each(\"end\",(function(){T&&T()})).each(\"interrupt\",(function(){T&&T()})).attr(\"width\",Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var I=r.filter((function(){return h.gauge.threshold.value})),z=f.selectAll(\"g.threshold-bullet\").data(I);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",a.c2p(h.gauge.threshold.value)).attr(\"x2\",a.c2p(h.gauge.threshold.value)).attr(\"y1\",(1-h.gauge.threshold.thickness)/2*k).attr(\"y2\",(1-(1-h.gauge.threshold.thickness)/2)*k).call(d.stroke,h.gauge.threshold.line.color).style(\"stroke-width\",h.gauge.threshold.line.width),z.exit().remove();var O=f.selectAll(\"g.gauge-outline\").data([m]);O.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),O.select(\"rect\").call(E).call(x),O.exit().remove()}(t,0,e,{gauge:G,layer:Y,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var W=L.selectAll(\"text.title\").data(e);W.exit().remove(),W.enter().append(\"text\").classed(\"title\",!0),W.attr(\"text-anchor\",(function(){return z?g.right:g[C.title.align]})).text(C.title.text).call(s.font,C.title.font).call(c.convertToTspans,t),W.attr(\"transform\",(function(){var t,e=D.l+D.w*m[C.title.align],r=l.titlePadding,n=s.bBox(W.node());if(P){if(I)if(C.gauge.axis.visible)t=s.bBox(H.node()).top-r-n.bottom;else t=D.t+D.h/2-B/2-n.bottom-r;z&&(t=M-(n.top+n.bottom)/2,e=D.l-l.bulletPadding*D.w)}else t=C._numbersTop-r-n.bottom;return _(e,t)}))}))}},{\"../../components/color\":602,\"../../components/drawing\":624,\"../../constants/alignment\":704,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plots/cartesian/axes\":783,\"../../plots/cartesian/axis_defaults\":785,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/cartesian/position_defaults\":800,\"./constants\":1072,d3:165}],1076:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:i.opacity,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 0},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/template_attributes\":861,\"../mesh3d/attributes\":1081}],1077:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\"),a=t(\"../streamtube/calc\").processGrid,i=t(\"../streamtube/calc\").filter;e.exports=function(t,e){e._len=Math.min(e.x.length,e.y.length,e.z.length,e.value.length),e._x=i(e.x,e._len),e._y=i(e.y,e._len),e._z=i(e.z,e._len),e._value=i(e.value,e._len);var r=a(e);e._gridFill=r.fill,e._Xs=r.Xs,e._Ys=r.Ys,e._Zs=r.Zs,e._len=r.len;for(var o=1/0,s=-1/0,l=0;l<e._len;l++){var c=e._value[l];o=Math.min(o,c),s=Math.max(s,c)}e._minValues=o,e._maxValues=s,e._vMin=void 0===e.isomin||null===e.isomin?o:e.isomin,e._vMax=void 0===e.isomax||null===e.isomin?s:e.isomax,n(t,e,{vals:[e._vMin,e._vMax],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":610,\"../streamtube/calc\":1247}],1078:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),a=t(\"../../lib/gl_format_color\").parseColorScale,i=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=function(t,e){for(var r=e.length-1;r>0;r--){var n=Math.min(e[r],e[r-1]),a=Math.max(e[r],e[r-1]);if(a>n&&n<t&&t<=a)return{id:r,distRatio:(a-t)/(a-n)}}return{id:0,distRatio:0}};function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],a=this.data._meshZ[e],i=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(a,this.data._Zs).id,h=t.index=u+o*c+o*i*s;t.traceCoordinate=[this.data._meshX[h],this.data._meshY[h],this.data._meshZ[h],this.data._value[h]];var f=this.data.hovertext||this.data.text;return Array.isArray(f)&&void 0!==f[h]?t.textLabel=f[h]:f&&(t.textLabel=f),!0}},u.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=f(t);var 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t}));var r={},n={},a=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var i=0;i<t.length;i++){var o,s=t[i];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),a.push(o)}var l=e.map((function(t){return r[t]}));return{uniqueValues:e,uniqueCounts:l,inds:a}}(t.values,e)}));f=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map((function(t){return t.displayindex}))))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach((function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,g[e])}));var m,v=e.line;v?(a(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),m=s.tryColorscale(v)):m=l.identity;var y,x,b,_,w,T=r[0].values.length,k={},M=g.map((function(t){return t.inds}));for(d=0,y=0;y<T;y++){var A=[];for(x=0;x<M.length;x++)A.push(M[x][y]);p=f[y%f.length],d+=p;var S=(b=y,_=void 0,w=void 0,l.isArrayOrTypedArray(v.color)?w=_=v.color[b%v.color.length]:_=v.color,{color:m(_),rawColor:w}),E=A+\"-\"+S.rawColor;void 0===k[E]&&(k[E]=u(A,S.color,S.rawColor)),h(k[E],y,p)}var C,L=r.map((function(t,e){return function(t,e,r,n,a){return{dimensionInd:t,containerInd:e,displayInd:r,dimensionLabel:n,count:a,categories:[],dragX:null}}(e,t._index,t._displayindex,t.label,d)}));for(y=0;y<T;y++)for(p=f[y%f.length],x=0;x<L.length;x++){var P=L[x].containerInd,I=g[x].inds[y],z=L[x].categories;if(void 0===z[I]){var O=e.dimensions[P]._categoryarray[I],D=e.dimensions[P]._ticktext[I];z[I]={dimensionInd:x,categoryInd:C=I,categoryValue:O,displayInd:C,categoryLabel:D,valueInds:[],count:0,dragY:null}}c(z[I],y,p)}return n(function(t,e,r){var n=t.map((function(t){return t.categories.length})).reduce((function(t,e){return Math.max(t,e)}));return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(L,k,d))}},{\"../../components/colorscale/calc\":610,\"../../components/colorscale/helpers\":613,\"../../components/drawing\":624,\"../../lib\":735,\"../../lib/filter_unique.js\":727,\"../../lib/gup\":733}],1098:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,a){return n.coerce(t,e,l.dimensions,r,a)}var 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g={family:h.font.family,size:Math.round(h.font.size),color:h.font.color};n.coerceFont(f,\"labelfont\",g);var m={family:h.font.family,size:Math.round(h.font.size/1.2),color:h.font.color};n.coerceFont(f,\"tickfont\",m)}},{\"../../components/colorscale/defaults\":612,\"../../components/colorscale/helpers\":613,\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/domain\":810,\"../parcoords/merge_length\":1111,\"./attributes\":1095}],1099:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1095,\"./base_plot\":1096,\"./calc\":1097,\"./defaults\":1098,\"./plot\":1101}],1100:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plot_api/plot_api\"),i=t(\"../../components/fx\"),o=t(\"../../lib\"),s=t(\"../../components/drawing\"),l=t(\"tinycolor2\"),c=t(\"../../lib/svg_text_utils\");function u(t,e,r,a){var i=t.map(D.bind(0,e,r)),l=a.selectAll(\"g.parcatslayer\").data([null]);l.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var u=l.selectAll(\"g.trace.parcats\").data(i,h),m=u.enter().append(\"g\").attr(\"class\",\"trace parcats\");u.attr(\"transform\",(function(t){return\"translate(\"+t.x+\", \"+t.y+\")\"})),m.append(\"g\").attr(\"class\",\"paths\");var v=u.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),h);v.attr(\"fill\",(function(t){return t.model.color}));var b=v.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);x(b),v.attr(\"d\",(function(t){return t.svgD})),b.empty()||v.sort(p),v.exit().remove(),v.on(\"mouseover\",d).on(\"mouseout\",g).on(\"click\",y),m.append(\"g\").attr(\"class\",\"dimensions\");var T=u.select(\"g.dimensions\").selectAll(\"g.dimension\").data((function(t){return t.dimensions}),h);T.enter().append(\"g\").attr(\"class\",\"dimension\"),T.attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),T.exit().remove();var k=T.selectAll(\"g.category\").data((function(t){return t.categories}),h),M=k.enter().append(\"g\").attr(\"class\",\"category\");k.attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),M.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),k.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),_(M);var A=k.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h);A.each((function(){o.raiseToTop(this)})),A.attr(\"fill\",(function(t){return t.color}));var I=A.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);A.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),w(I),A.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;k.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",z+\" -1px  1px 2px, \"+z+\" 1px  1px 2px, \"+z+\"  1px -1px 2px, \"+z+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return f(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){s.font(n.select(this),t.parcatsViewModel.categorylabelfont),c.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),k.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){s.font(n.select(this),t.parcatsViewModel.labelfont)})),k.selectAll(\"rect.bandrect\").on(\"mouseover\",S).on(\"mouseout\",E),k.exit().remove(),T.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",C).on(\"drag\",L).on(\"dragend\",P)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function h(t){return t.key}function f(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function p(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function 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_=t.parcatsViewModel.x+a,w=t.parcatsViewModel.y+s,T=l.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,M=k/t.parcatsViewModel.model.count,A={countLabel:k,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),C=n.mouse(h)[0];i.loneHover({trace:f,x:_-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:C<_?\"right\":\"left\",hovertemplate:(f.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:f._input,fullData:f,count:k,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:h})}}}function g(t){if(!t.parcatsViewModel.dragDimension&&(x(n.select(this)),i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(p),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=I(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var a=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:a})}return e}function v(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var a=r[n],i=a.categories[t.model.categoryInds[n]];e[a.containerInd]=i.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function y(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function x(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function b(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return l.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function _(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function T(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function k(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){T(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var c={};c[i.dimensionInd]=i.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function M(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=T(a),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var c={};c[i.dimensionInd]=i.categoryValue,void 0!==a.rawColor&&(c.color=a.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function A(t,e){var r,a,i=n.select(e.parentNode).select(\"rect.catrect\"),o=i.node().getBoundingClientRect(),s=i.datum(),l=s.parcatsViewModel,c=l.model.dimensions[s.model.dimensionInd],u=l.trace,h=o.top+o.height/2;l.dimensions.length>1&&c.displayInd===l.dimensions.length-1?(r=o.left,a=\"left\"):(r=o.left+o.width,a=\"right\");var f=s.model.count,p=s.model.categoryLabel,d=f/s.parcatsViewModel.model.count,g={countLabel:f,categoryLabel:p,probabilityLabel:d.toFixed(3)},m=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&m.push([\"Count:\",g.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&m.push([\"P(\"+g.categoryLabel+\"):\",g.probabilityLabel].join(\" \"));var v=m.join(\"<br>\");return{trace:u,x:r-t.left,y:h-t.top,text:v,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:u.hovertemplate,hovertemplateLabels:g,eventData:[{data:u._input,fullData:u,count:f,category:p,probability:d}]}}function S(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,a=r._fullLayout,s=a._paperdiv.node().getBoundingClientRect(),c=t.parcatsViewModel.hoveron;if(\"color\"===c?(!function(t){var e=n.select(t).datum(),r=T(e);b(r),r.each((function(){o.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){o.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),M(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=T(t);b(e),e.each((function(){o.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),k(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===c?e=A(s,this):\"color\"===c?e=function(t,e){var r,a,i=e.getBoundingClientRect(),o=n.select(e).datum(),s=o.categoryViewModel,c=s.parcatsViewModel,u=c.model.dimensions[s.model.dimensionInd],h=c.trace,f=i.y+i.height/2;c.dimensions.length>1&&u.displayInd===c.dimensions.length-1?(r=i.left,a=\"left\"):(r=i.left+i.width,a=\"right\");var p=s.model.categoryLabel,d=o.parcatsViewModel.model.count,g=0;o.categoryViewModel.bands.forEach((function(t){t.color===o.color&&(g+=t.count)}));var m=s.model.count,v=0;c.pathSelection.each((function(t){t.model.color===o.color&&(v+=t.model.count)}));var y=g/d,x=g/v,b=g/m,_={countLabel:d,categoryLabel:p,probabilityLabel:y.toFixed(3)},w=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&w.push([\"Count:\",_.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(w.push(\"P(color \\u2229 \"+p+\"): \"+_.probabilityLabel),w.push(\"P(\"+p+\" | color): \"+x.toFixed(3)),w.push(\"P(color | \"+p+\"): \"+b.toFixed(3)));var T=w.join(\"<br>\"),k=l.mostReadable(o.color,[\"black\",\"white\"]);return{trace:h,x:r-t.left,y:f-t.top,text:T,color:o.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:k,fontSize:10,idealAlign:a,hovertemplate:h.hovertemplate,hovertemplateLabels:_,eventData:[{data:h._input,fullData:h,category:p,count:d,probability:y,categorycount:m,colorcount:v,bandcolorcount:g}]}}(s,this):\"dimension\"===c&&(e=function(t,e){var r=[];return n.select(e.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){r.push(A(t,this))})),r}(s,this)),e&&i.loneHover(e,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r})}}function E(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(x(e.pathSelection),_(e.dimensionSelection.selectAll(\"g.category\")),w(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),i.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(p),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?M(this,\"plotly_unhover\",n.event):k(this,\"plotly_unhover\",n.event)}}function C(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],a=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=a&&a<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<a&&a<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function L(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,a=e+1,i=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=i.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=i.categories,u=c[l-1],h=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==h&&s+o.height>h.y+h.height/2&&(o.model.displayInd=h.model.displayInd,h.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){i.model.dragX=n.event.x;var f=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[a];void 0!==f&&i.model.dragX<f.x+f.width&&(i.model.displayInd=f.model.displayInd,f.model.displayInd=e),void 0!==p&&i.model.dragX+i.width>p.x&&(i.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=i.model.displayInd}B(t.parcatsViewModel),F(t.parcatsViewModel),O(t.parcatsViewModel),z(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=I(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var a=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+a+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),h=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[h],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):k(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,B(t.parcatsViewModel),F(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){O(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function I(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),h),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function O(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),h);var a=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),h);r(t.dimensionSelection).attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),r(a).attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),a.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),a.select(\".catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return f(t)?t.width+5:-5})).each((function(t){var e,r;f(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var i=a.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h),s=i.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);i.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),w(s),i.each((function(){o.raiseToTop(this)})),i.exit().remove()}function D(t,e,r){var n,a=r[0],i=e.margin||{l:80,r:80,t:100,b:80},o=a.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),h=Math.floor(c*(s.y[1]-s.y[0])),f=s.x[0]*l+i.l,p=e.height-s.y[1]*e.height+i.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:a,x:f,y:p,width:u,height:h,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:i,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return a.dimensions&&(B(g),F(g)),g}function R(t,e,r,a,i){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(i)),c.push(o(1-i));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+a+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+a)+\" \"+l[s]+\",\"+(e[s]+a)+\" \"+(t[s]+r[s])+\",\"+(e[s]+a),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function F(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),a=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),i=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function h(t){var e=t.categoryInds.map((function(t,e){return a[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=h(e),a=h(r);return\"backward\"===t.sortpaths&&(n.reverse(),a.reverse()),n.push(e.valueInds[0]),a.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),a.unshift(r.rawColor)),n<a?-1:n>a?1:0}));for(var f=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=a[b][_],T=i[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],M=k.bands.length,A=k.bands[M-1];if(void 0===A||v.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[M-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?R(s,x,l,m,.5):R(s,x,l,m,0),f[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=f}function B(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var a=e[n].dimensionInd,i=t.model.dimensions[a];r.push(N(t,i))}t.dimensions=r}function N(t,e){var r,n=t.model.dimensions.length,a=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*a;var i,o,s,l,c,u=[],h=t.model.maxCats,f=e.categories.length,p=e.count,d=t.height-8*(h-1),g=8*(h-f)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<f;c++)l=m[c].categoryInd,o=e.categories[l],i=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:i,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+i+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){u(r,t,n,e)}},{\"../../components/drawing\":624,\"../../components/fx\":642,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plot_api/plot_api\":770,d3:165,tinycolor2:535}],1101:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,a){var i=t._fullLayout,o=i._paper,s=i._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,a)}},{\"./parcats\":1100}],1102:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:i({editType:\"plot\"}),tickfont:i({editType:\"plot\"}),rangefont:i({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},a.tickvals,{editType:\"plot\"}),ticktext:s({},a.ticktext,{editType:\"plot\"}),tickformat:s({},a.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/plot_template\":773,\"../../plots/cartesian/layout_attributes\":797,\"../../plots/domain\":810,\"../../plots/font_attributes\":811}],1103:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=n.bar.snapRatio;function c(t,e){return t*(1-l)+e*l}var u=n.bar.snapClose;function h(t,e){return t*(1-u)+e*u}function f(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var a=t?-1:1,i=0,o=e.length-1;if(a<0){var s=i;i=o,o=s}for(var l=e[i],u=l,f=i;a*f<a*o;f+=a){var p=f+a,d=e[p];if(a*r<a*h(l,d))return c(l,u);if(a*r<a*d||p===o)return c(d,l);u=l,l=d}}function p(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function d(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function g(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var e,r,n,a=m(t.brush.filter.getConsolidated(),t.height),i=[0],o=a.length?a[0][0]:null,s=0;s<a.length;s++)r=(e=a[s])[1]-e[0],i.push(o),i.push(r),(n=s+1)<a.length&&(o=a[n][0]-e[1]);return i.push(t.height),i}function m(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function v(){a.select(document.body).style(\"cursor\",null)}function y(t){t.attr(\"stroke-dasharray\",g)}function x(t,e){var r=a.select(t).selectAll(\".highlight, .highlight-shadow\");y(e?r.transition().duration(n.bar.snapDuration).each(\"end\",e):r)}function b(t,e){var r,a=t.brush,i=NaN,o={};if(a.filterSpecified){var s=t.height,l=a.filter.getConsolidated(),c=m(l,s),u=NaN,h=NaN,f=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(h=r?r-1:NaN,p&&p[0]>e){f=r;break}}if(i=u,isNaN(i)&&(i=isNaN(h)||isNaN(f)?isNaN(h)?f:h:e-c[h][1]<c[f][0]-e?h:f),!isNaN(i)){var d=c[i],g=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?\"n\":e<=.9*t[0]+.1*t[1]?\"s\":\"ns\"}(d,e);g&&(o.interval=l[i],o.intervalPix=d,o.region=g)}}if(t.ordinal&&!o.region){var v=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<v.length;r++){var x=[.25*v[Math.max(r-1,0)]+.75*v[r],.25*v[Math.min(r+1,v.length-1)]+.75*v[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function _(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.brush.svgBrush;i.wasDragged=!0,i._dragging=!0,i.grabbingBar?i.newExtent=[r-i.grabPoint,r+i.barLength-i.grabPoint].map(e.unitToPaddedPx.invert):i.newExtent=[i.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,i.extent=i.stayingIntervals.concat([i.newExtent]),i.brushCallback(e),x(t.parentNode)}function w(t,e){var r=b(e,e.height-a.mouse(t)[1]-2*n.verticalPadding),i=\"crosshair\";r.clickableOrdinalRange?i=\"pointer\":r.region&&(i=r.region+\"-resize\"),a.select(document.body).style(\"cursor\",i)}function T(t){t.on(\"mousemove\",(function(t){a.event.preventDefault(),t.parent.inBrushDrag||w(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||v()})).call(a.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:i,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){_(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,i=r.svgBrush;i._dragging||(w(t,e),_(t,e),e.brush.svgBrush.wasDragged=!1),i._dragging=!1,a.event.sourceEvent.stopPropagation();var o=i.grabbingBar;if(i.grabbingBar=!1,i.grabLocation=void 0,e.parent.inBrushDrag=!1,v(),!i.wasDragged)return i.wasDragged=void 0,i.clickableOrdinalRange?r.filterSpecified&&e.multiselect?i.extent.push(i.clickableOrdinalRange):(i.extent=[i.clickableOrdinalRange],r.filterSpecified=!0):o?(i.extent=i.stayingIntervals,0===i.extent.length&&M(r)):M(r),i.brushCallback(e),x(t.parentNode),void i.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),i.newExtent=[f(0,l,i.newExtent[0],i.stayingIntervals),f(1,l,i.newExtent[1],i.stayingIntervals)];var c=i.newExtent[1]>i.newExtent[0];i.extent=i.stayingIntervals.concat(c?[i.newExtent]:[]),i.extent.length||M(r),i.brushCallback(e),c?x(t.parentNode,s):(s(),x(t.parentNode))}else s();i.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function k(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function A(t){for(var e,r=t.slice(),n=[],a=r.shift();a;){for(e=a.slice();(a=r.shift())&&a[0]<=e[1];)e[1]=Math.max(e[1],a[1]);n.push(e)}return n}e.exports={makeBrush:function(t,e,r,n,a,i){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(k)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=A(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=a,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:i}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,i);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(p).call(d).style(\"pointer-events\",\"auto\").attr(\"transform\",\"translate(0 \"+n.verticalPadding+\")\"),e.call(T).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",(function(t){return t.height})).call(y);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",(function(t){return t.height})).call(y)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?A(t.sort(k)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[f(0,r,t[0],[]),f(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":735,\"../../lib/gup\":733,\"./constants\":1106,d3:165}],1104:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=a(t.calcdata,\"parcoords\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcoords\"),i=e._has&&e._has(\"parcoords\");a&&!i&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":712,\"../../plots/get_data\":820,\"./plot\":1113,d3:165}],1105:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../components/colorscale\"),i=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return a.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=a.extractOpts(e.line).colorscale,a.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),i({lineColor:r,cscale:o})}},{\"../../components/colorscale\":614,\"../../lib\":735,\"../../lib/gup\":733}],1106:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1107:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),h=t(\"./constants\").maxDimensionCount,f=t(\"./merge_length\");function p(t,e,r,a){function i(r,a){return n.coerce(t,e,c.dimensions,r,a)}var o=i(\"values\"),s=i(\"visible\");if(o&&o.length||(s=e.visible=!1),s){i(\"label\"),i(\"tickvals\"),i(\"ticktext\"),i(\"tickformat\");var h=i(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,a.layout),i(\"multiselect\");var f=i(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,c,r,a)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),m=function(t,e,r,o,s){var l=s(\"line.color\",r);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),f(e,g,\"values\",m);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",v),n.coerceFont(u,\"tickfont\",v),n.coerceFont(u,\"rangefont\",v),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":612,\"../../components/colorscale/helpers\":613,\"../../lib\":735,\"../../plots/array_container_defaults\":779,\"../../plots/cartesian/axes\":783,\"../../plots/domain\":810,\"./attributes\":1102,\"./axisbrush\":1103,\"./constants\":1106,\"./merge_length\":1111}],1108:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":735}],1109:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1102,\"./base_plot\":1104,\"./calc\":1105,\"./defaults\":1107,\"./plot\":1113}],1110:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,a){var i=t._gl;i.enable(i.SCISSOR_TEST),i.scissor(e,r,n,a),t.clear({color:[0,0,0,0],depth:1})}function f(t,e,r,n,a,i){var o=i.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,a-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,i.scissorX,i.scissorY,i.scissorWidth,i.viewBoxSize[1])),r.clearOnly||(i.count=2*c,i.offset=2*l*n,e(i),l*n+c<a&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),a=0,i=0;i<e;i++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*i+l];63===l&&0===o&&(c*=-1),n[a++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,a,i,o,l,c,u,h,f,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===a?1:0,d[1][g]=g===i?1:0;var m=t.lines.canvasOverdrag,v=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:h,resolution:[y,x],viewBoxPos:[o+m,l],viewBoxSize:[c,u],i0:a,i1:i,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:f,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+m)+(t.pad.l-m)+t.layoutWidth*v.x[0],scissorWidth:(n===r?y-o+m:c+.5)+(n===e?o+m:0),scissorY:l+t.pad.b+t.layoutHeight*v.y[0],scissorHeight:u,viewportX:t.pad.l-m+t.layoutWidth*v.x[0],viewportY:t.pad.b+t.layoutHeight*v.y[0],viewportWidth:y,viewportHeight:x},p)}function x(t){var e=Math.max(0,Math.floor(2047*t[0]),0),r=Math.min(2047,Math.ceil(2047*t[1]),2047);return[Math.min(e,r),Math.max(e,r)]}e.exports=function(t,e){var r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k={currentRafs:{},drawCompleted:!0,clearOnly:!1},M=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),A=T.texture(u),S=[];C(e);var E=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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n=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,i=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=i({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:a({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":601,\"../../lib/extend\":726,\"../../plots/attributes\":780,\"../../plots/domain\":810,\"../../plots/font_attributes\":811,\"../../plots/template_attributes\":861}],1115:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":846}],1116:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),i=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=a(e)).isValid()&&(e=i.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),i=e[n];if(!i){for(i=t.slice(),r=0;r<t.length;r++)i.push(a(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)i.push(a(t[r]).darken(20).toHexString());e[n]=i}return i}e.exports={calc:function(t,e){var r,a,i=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<f;r++){var y,x,b;if(p){if(y=h[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=i.length,(b=-1!==l.indexOf(x))||(m+=y),i.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(a=i[_]).v+=y,a.pts.push(r),a.hidden||(m+=y),!1===a.color&&u[r]&&(a.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&i.sort((function(t,e){return e.v-t.v})),i[0]&&(i[0].vTotal=m),i},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,a=t.calcdata,i=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(i=l(i,o));for(var c=0,u=0;u<a.length;u++){var h=a[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=i[c%i.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":602,\"fast-isnumeric\":237,tinycolor2:535}],1117:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),i=a.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,i?e.length:1/0);if(isFinite(o)||(o=0),o&&i){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:i,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return a.coerce(t,e,i,r,n)}var u=l(c(\"labels\"),c(\"values\")),h=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),h){e._length=h,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var f,p=c(\"text\"),d=c(\"texttemplate\");if(d||(f=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||f&&\"none\"!==f){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),a.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":735,\"../../plots/domain\":810,\"../bar/defaults\":880,\"./attributes\":1114,\"fast-isnumeric\":237}],1118:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":638}],1119:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(\".\")&&(r=r.replace(/[.]?0+$/,\"\")),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{\"../../lib\":735}],1120:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1114,\"./base_plot\":1115,\"./calc\":1116,\"./defaults\":1117,\"./layout_attributes\":1121,\"./layout_defaults\":1122,\"./plot\":1123,\"./style\":1124,\"./style_one\":1125}],1121:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1122:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":735,\"./layout_attributes\":1121}],1123:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/plots\"),i=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../bar/uniform_text\"),h=u.recordMinTextSize,f=u.clearMinTextSize,p=t(\"../bar/constants\").TEXTPAD,d=t(\"./helpers\"),g=t(\"./event_data\"),m=t(\"../../lib\").isValidTextValue;function v(t,e,r){var a=r[0],o=a.trace,s=a.cx,c=a.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var h=u.hoverinfo;if(Array.isArray(h)&&(h=i.castHoverinfo({hoverinfo:[d.castOption(h,t.pts)],_module:o._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var f=t.rInscribed||0,p=s+t.pxmid[0]*(1-f),m=c+t.pxmid[1]*(1-f),v=r.separators,y=[];if(h&&-1!==h.indexOf(\"label\")&&y.push(t.label),t.text=d.castOption(u.hovertext||u.text,t.pts),h&&-1!==h.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=d.formatPieValue(t.v,v),h&&-1!==h.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/a.vTotal,t.percentLabel=d.formatPiePercent(t.percent,v),h&&-1!==h.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;i.loneHover({trace:o,x0:p-f*a.r,x1:p+f*a.r,y:m,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==h.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:d.castOption(b.bgcolor,t.pts)||t.color,borderColor:d.castOption(b.bordercolor,t.pts),fontFamily:d.castOption(_.family,t.pts),fontSize:d.castOption(_.size,t.pts),fontColor:d.castOption(_.color,t.pts),nameLength:d.castOption(b.namelength,t.pts),textAlign:d.castOption(b.align,t.pts),hovertemplate:d.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[g(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[g(t,u)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,a=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[g(s,a)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(i.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,a=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[g(t,a)],i.click(e,n.event))}))}function y(t,e,r){var n=d.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=d.castOption(t._input.textfont.color,e.pts));var a=d.castOption(t.insidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.insidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:a,size:i}}function x(t,e){for(var r,n,a=0;a<t.length;a++)if((n=(r=t[a][0]).trace).title.text){var i=n.title.text;n._meta&&(i=l.templateString(i,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(i).call(s.font,n.title.font).call(c.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function b(t,e,r){var n=r.r||e.rpx1,a=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-a,scale:0,rotate:0,textPosAngle:0};var i,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,a){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(i=\"tan\"===a?w(t,n,o,c,0):_(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(i)}};if(h||f){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(h||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||h){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((i={scale:a*n*2/y,rCenter:1-a,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,i.scale>=1)return i;g.push(i)}(d||p)&&((i=_(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i)),(d||f)&&((i=w(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i));for(var x=0,b=0,T=0;T<g.length;T++){var k=g[T].scale;if(b<k&&(b=k,x=T),!d&&b>=1)break}return g[x]}function _(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.width/t.height,o=M(i,n,e,r);return{scale:2*o/t.height,rCenter:T(i,o/e),rotate:k(a)}}function w(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.height/t.width,o=M(i,n,e,r);return{scale:2*o/t.width,rCenter:T(i,o/e),rotate:k(a+Math.PI/2)}}function T(t,e){return Math.cos(e)-t*e}function k(t){return(180/Math.PI*t+720)%180-90}function M(t,e,r,n){var a=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(a*a+.5)+a),n/(Math.sqrt(t*t+n/2)+t))}function A(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function S(t,e){var r=e.pxmid[0],n=e.pxmid[1],a=t.width/2,i=t.height/2;return r<0&&(a*=-1),n<0&&(i*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(i)*(a>0?1:-1)/2,y:i/(1+r*r/(n*n)),outside:!0}}function E(t,e){var r,n,a,i=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=i.title.font.size,a=L(i),-1!==i.title.position.indexOf(\"top\")?(o.y-=(1+a)*t.r,s.ty-=t.titleBox.height):-1!==i.title.position.indexOf(\"bottom\")&&(o.y+=(1+a)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),h=e.w*(i.domain.x[1]-i.domain.x[0])/2;return-1!==i.title.position.indexOf(\"left\")?(h+=u,o.x-=(1+a)*u,s.tx+=t.titleBox.width/2):-1!==i.title.position.indexOf(\"center\")?h*=2:-1!==i.title.position.indexOf(\"right\")&&(h+=u,o.x+=(1+a)*u,s.tx-=t.titleBox.width/2),r=h/t.titleBox.width,n=C(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function C(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function L(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function P(t,e){for(var r=[],n=0;n<t.length;n++){var a=t[n][0],i=a.trace,o=i.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);i.title.text&&\"middle center\"!==i.title.position&&(l-=C(a,e));var c=s/2,u=l/2;\"funnelarea\"!==i.type||i.scalegroup||(u/=i.aspectratio),a.r=Math.min(c,u)/(1+L(i)),a.cx=e.l+e.w*(i.domain.x[1]+i.domain.x[0])/2,a.cy=e.t+e.h*(1-i.domain.y[0])-l/2,i.title.text&&-1!==i.title.position.indexOf(\"bottom\")&&(a.cy-=C(a,e)),i.scalegroup&&-1===r.indexOf(i.scalegroup)&&r.push(i.scalegroup)}!function(t,e){for(var r,n,a,i=0;i<e.length;i++){var o=1/0,s=e[i];for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var l;if(\"pie\"===a.type)l=r.r*r.r;else if(\"funnelarea\"===a.type){var c,u;a.aspectratio>1?(c=r.r,u=c/a.aspectratio):(u=r.r,c=u*a.aspectratio),c*=(1+a.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===a.type&&(h/=(1+a.baseratio)/2,h/=a.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function I(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,a=r.trace,i=a.texttemplate,o=a.textinfo;if(!i&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),p=u(\"value\"),g=u(\"percent\"),v=n.separators;if(s=h?[e.label]:[],f){var y=d.getFirstFilled(a.text,e.pts);m(y)&&s.push(y)}p&&s.push(d.formatPieValue(e.v,v)),g&&s.push(d.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(i){var x=l.castOption(a,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:d.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:d.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(a,t.i,\"customdata\")}}(e),_=d.getFirstFilled(a.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,a._meta||{})}else e.text=\"\"}}function O(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),a=Math.sin(r),i=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=i*n-o*a,t.textY=i*a+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,i=r._size;f(\"pie\",r),x(e,t),P(e,i);var u=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var u=n.select(this),f=e[0],p=f.trace;!function(t){var e,r,n,a=t[0],i=a.r,o=a.trace,s=o.rotation*Math.PI/180,l=2*Math.PI/a.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=I(i,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=I(i,s),r.midangle=s,s+=l*r.v/2,n=I(i,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>a.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/a.vTotal,.5),r.ring=1-o.hole,r.rInscribed=A(r,a))}(e),u.attr(\"stroke-linejoin\",\"round\"),u.each((function(){var g=n.select(this).selectAll(\"g.slice\").data(e);g.enter().append(\"g\").classed(\"slice\",!0),g.exit().remove();var m=[[[],[]],[[],[]]],x=!1;g.each((function(a,i){if(a.hidden)n.select(this).selectAll(\"path,g\").remove();else{a.pointNumber=a.i,a.curveNumber=p.index,m[a.pxmid[1]<0?0:1][a.pxmid[0]<0?0:1].push(a);var o=f.cx,u=f.cy,g=n.select(this),_=g.selectAll(\"path.surface\").data([a]);if(_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),g.call(v,t,e),p.pull){var w=+d.castOption(p.pull,a.pts)||0;w>0&&(o+=w*a.pxmid[0],u+=w*a.pxmid[1])}a.cxFinal=o,a.cyFinal=u;var T=p.hole;if(a.v===f.vTotal){var k=\"M\"+(o+a.px0[0])+\",\"+(u+a.px0[1])+L(a.px0,a.pxmid,!0,1)+L(a.pxmid,a.px0,!0,1)+\"Z\";T?_.attr(\"d\",\"M\"+(o+T*a.px0[0])+\",\"+(u+T*a.px0[1])+L(a.px0,a.pxmid,!1,T)+L(a.pxmid,a.px0,!1,T)+\"Z\"+k):_.attr(\"d\",k)}else{var M=L(a.px0,a.px1,!0,1);if(T){var A=1-T;_.attr(\"d\",\"M\"+(o+T*a.px1[0])+\",\"+(u+T*a.px1[1])+L(a.px1,a.px0,!1,T)+\"l\"+A*a.px0[0]+\",\"+A*a.px0[1]+M+\"Z\")}else _.attr(\"d\",\"M\"+o+\",\"+u+\"l\"+a.px0[0]+\",\"+a.px0[1]+M+\"Z\")}z(t,a,f);var E=d.castOption(p.textposition,a.pts),C=g.selectAll(\"g.slicetext\").data(a.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var g=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),m=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){var n=d.castOption(t.outsidetextfont.color,e.pts)||d.castOption(t.textfont.color,e.pts)||r.color,a=d.castOption(t.outsidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.outsidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:a,size:i}}(p,a,r.font):y(p,a,r.font));g.text(a.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,m).call(c.convertToTspans,t);var v,_=s.bBox(g.node());if(\"outside\"===E)v=S(_,a);else if(v=b(_,a,f),\"auto\"===E&&v.scale<1){var w=l.ensureUniformFontSize(t,p.outsidetextfont);g.call(s.font,w),v=S(_=s.bBox(g.node()),a)}var T=v.textPosAngle,k=void 0===T?a.pxmid:I(f.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=u+k[1]*v.rCenter+(v.y||0),O(v,_),v.outside){var M=v.targetY;a.yLabelMin=M-_.height/2,a.yLabelMid=M,a.yLabelMax=M+_.height/2,a.labelExtraX=0,a.labelExtraY=0,x=!0}v.fontSize=m.size,h(p.type,v,r),e[i].transform=v,g.attr(\"transform\",l.getTextTransform(v))}))}function L(t,e,r,n){var i=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*f.r+\",\"+n*f.r+\" 0 \"+a.largeArc+(r?\" 1 \":\" 0 \")+i+\",\"+o}}));var _=n.select(this).selectAll(\"g.titletext\").data(p.title.text?[0]:[]);if(_.enter().append(\"g\").classed(\"titletext\",!0),_.exit().remove(),_.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),a=p.title.text;p._meta&&(a=l.templateString(a,p._meta)),r.text(a).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,p.title.font).call(c.convertToTspans,t),e=\"middle center\"===p.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(f):E(f,i),r.attr(\"transform\",\"translate(\"+e.x+\",\"+e.y+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+\"translate(\"+e.tx+\",\"+e.ty+\")\")})),x&&function(t,e){var r,n,a,i,o,s,l,c,u,h,f,p,g;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var a,c,u,f,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),g=n?t.yLabelMin:t.yLabelMax,m=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-g;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<h.length;c++)(u=h[c])===t||(d.castOption(e.pull,t.pts)||0)>=(d.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-g-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(m+t.labelExtraY-v)*l>0&&(a=3*s*Math.abs(c-h.indexOf(t)),(f=u.cxFinal+i(u.px0[0],u.px1[0])+a-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=f)))}for(n=0;n<2;n++)for(a=n?m:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(i=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(a),u=t[1-n][r],h=u.concat(c),p=[],f=0;f<c.length;f++)void 0!==c[f].yLabelMid&&p.push(c[f]);for(g=!1,f=0;n&&f<u.length;f++)if(void 0!==u[f].yLabelMid){g=u[f];break}for(f=0;f<p.length;f++){var x=f&&p[f-1];g&&!f&&(x=g),y(p[f],x)}}}(m,p),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var a=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,a.attr(\"transform\",l.getTextTransform(t.transform));var i=t.cxFinal+t.pxmid[0],s=\"M\"+i+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],h=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(h)?s+=\"l\"+h*t.pxmid[0]/t.pxmid[1]+\",\"+h+\"H\"+(i+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(h-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(g,p),x&&p.automargin){var w=s.bBox(u.node()),T=p.domain,k=i.w*(T.x[1]-T.x[0]),M=i.h*(T.y[1]-T.y[0]),A=(.5*k-f.r)/i.w,C=(.5*M-f.r)/i.h;a.autoMargin(t,\"pie.\"+p.uid+\".automargin\",{xl:T.x[0]-A,xr:T.x[1]+A,yb:T.y[0]-C,yt:T.y[1]+C,l:Math.max(f.cx-f.r-w.left,0),r:Math.max(w.right-(f.cx+f.r),0),b:Math.max(w.bottom-(f.cy+f.r),0),t:Math.max(f.cy-f.r-w.top,0),pad:5})}}))}));setTimeout((function(){u.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:z,transformInsideText:b,determineInsideTextFont:y,positionTitleOutside:E,prerenderTitles:x,layoutAreas:P,attachFxHandlers:v,computeTransform:O}},{\"../../components/color\":602,\"../../components/drawing\":624,\"../../components/fx\":642,\"../../lib\":735,\"../../lib/svg_text_utils\":759,\"../../plots/plots\":846,\"../bar/constants\":878,\"../bar/uniform_text\":892,\"./event_data\":1118,\"./helpers\":1119,d3:165}],1124:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"./style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");i(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(a,t,e)}))}))}},{\"../bar/uniform_text\":892,\"./style_one\":1125,d3:165}],1125:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"./helpers\").castOption;e.exports=function(t,e,r){var i=r.marker.line,o=a(i.color,e.pts)||n.defaultLine,s=a(i.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":602,\"./helpers\":1119}],1126:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1140}],1127:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),a=t(\"../../lib/str2rgbarray\"),i=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,h=this.pickXYData=t.xy,f=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(h){if(n=h,e=h.length>>>1,f)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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t.pointNumber})).nodes(y).links(x);var _,w,T,k=a();for(var M in a.nodePadding()<p&&h.warn(\"node.pad was reduced to \",a.nodePadding(),\" to fit within the figure.\"),o._groupLookup){var A,S=parseInt(o._groupLookup[M]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){A=k.nodes[_];break}if(A){var E={pointNumber:parseInt(M),x0:A.x0,x1:A.x1,y0:A.y0,y1:A.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),A.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var a=Object.keys(n);for(w=0;w<a.length;w++){var o=n[t=a[w]],s=0,l={};for(T=0;T<o.length;T++)l[(e=o[T]).label]||(l[e.label]=0),l[e.label]+=e.value,s+=e.value;for(T=0;T<o.length;T++)(e=o[T]).flow={value:s,labelConcentration:l[e.label]/s,concentration:e.value/s,links:o},e.concentrationscale&&(e.color=i(e.concentrationscale(e.flow.labelConcentration)))}var c=0;for(w=0;w<r.sourceLinks.length;w++)c+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/c;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),s.node.x.length&&s.node.y.length){for(_=0;_<Math.min(s.node.x.length,s.node.y.length,k.nodes.length);_++)if(s.node.x[_]&&s.node.y[_]){var C=[s.node.x[_]*m,s.node.y[_]*v];k.nodes[_].x0=C[0]-d/2,k.nodes[_].x1=C[0]+d/2;var L=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=C[1]-L/2,k.nodes[_].y1=C[1]+L/2}if(\"snap\"===s.arrangement)!function(t){t.forEach((function(t){var e,r,n,a=0,i=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<i;++n)(e=t[n]).y0>=a||(r=a-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),a=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),a=[],i=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(i+=1,e=s.x0),o=s.x0,a[i]||(a[i]=[]),a[i].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return a}(y=k.nodes));a.update(k)}return{circular:b,key:r,trace:s,guid:h.randstr(),horizontal:f,width:m,height:v,nodePad:s.node.pad,nodeLineColor:s.node.line.color,nodeLineWidth:s.node.line.width,linkLineColor:s.link.line.color,linkLineWidth:s.link.line.width,valueFormat:s.valueformat,valueSuffix:s.valuesuffix,textFont:s.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?v:m,dragPerpendicular:f?m:v,arrangement:s.arrangement,sankey:a,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function x(t,e,r){var n=i(e.color),a=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:b,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function b(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,i=t.link.target.x0,o=m(a,i),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,f=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+c+\"C\"+s+\",\"+c+\" \"+l+\",\"+h+\" \"+i+\",\"+h+\"L\"+i+\",\"+f+\"C\"+l+\",\"+f+\" \"+s+\",\"+u+\" \"+a+\",\"+u+\"Z\"}}function _(t,e){var r=i(e.color),a=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-a,zoneY:-s,zoneWidth:l+2*a,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}function w(t){t.attr(\"transform\",(function(t){return\"translate(\"+t.node.x0.toFixed(3)+\", \"+t.node.y0.toFixed(3)+\")\"}))}function T(t){t.call(w)}function k(t,e){t.call(T),e.attr(\"d\",b())}function M(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function A(t){return t.link.width>1||t.linkLineWidth>0}function S(t){return\"translate(\"+t.translateX+\",\"+t.translateY+\")\"+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function E(t){return\"translate(\"+(t.horizontal?0:t.labelY)+\" \"+(t.horizontal?t.labelY:0)+\")\"}function C(t){return a.svg.line()([[t.horizontal?t.left?-t.sizeAcross:t.visibleWidth+n.nodeTextOffsetHorizontal:n.nodeTextOffsetHorizontal,0],[t.horizontal?t.left?-n.nodeTextOffsetHorizontal:t.sizeAcross:t.visibleHeight-n.nodeTextOffsetHorizontal,0]])}function L(t){return t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\"}function P(t){return t.horizontal?\"scale(1 1)\":\"scale(-1 1)\"}function I(t){return t.darkBackground&&!t.horizontal?\"rgb(255,255,255)\":\"rgb(0,0,0)\"}function z(t){return t.horizontal&&t.left?\"100%\":\"0%\"}function O(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,a){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var i=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=u.forceSimulation(i).alphaDecay(0).force(\"collide\",u.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(n.forceIterations)).force(\"constrain\",function(t,e,r,a){return function(){for(var t=0,i=0;i<r.length;i++){var o=r[i];o===a.interactionState.dragInProgress?(o.x=o.lastDraggedX,o.y=o.lastDraggedY):(o.vx=(o.originalX-o.x)/n.forceTicksPerFrame,o.y=Math.min(a.size-o.dy/2,Math.max(o.dy/2,o.y))),t=Math.max(t,Math.abs(o.vx),Math.abs(o.vy))}!a.interactionState.dragInProgress&&t<.1&&a.forceLayouts[e].alpha()>0&&a.forceLayouts[e].alpha(0)}}(0,e,i,r)).stop()}(0,o,a),function(t,e,r,a,i){window.requestAnimationFrame((function o(){var s;for(s=0;s<n.forceTicksPerFrame;s++)r.forceLayouts[a].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),k(t.filter(B(r)),e),r.forceLayouts[a].alpha()>0)window.requestAnimationFrame(o);else{var l=r.node.originalX;r.node.x0=l-r.visibleWidth/2,r.node.x1=l+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=a.event.x,i=a.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),k(t.filter(B(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&R(t,i)}}));t.on(\".drag\",null).call(o)}function R(t,e){for(var r=[],n=[],a=0;a<t.graph.nodes.length;a++){var i=(t.graph.nodes[a].x0+t.graph.nodes[a].x1)/2,o=(t.graph.nodes[a].y0+t.graph.nodes[a].y1)/2;r.push(i/t.figure.width),n.push(o/t.figure.height)}v.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,l,c){var u=!1;h.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){u=!0}));var f=t._fullLayout._dragCover,m=r.filter((function(t){return g(t).trace.visible})).map(y.bind(null,l)),v=e.selectAll(\".\"+n.cn.sankey).data(m,p);v.exit().remove(),v.enter().append(\"g\").classed(n.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").attr(\"transform\",S),v.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),v.transition().ease(n.ease).duration(n.duration).attr(\"transform\",S);var T=v.selectAll(\".\"+n.cn.sankeyLinks).data(d,p);T.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var k=T.selectAll(\".\"+n.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(x.bind(null,t))}),p);k.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(O,v,c.linkEvents),k.style(\"stroke\",(function(t){return A(t)?o.tinyRGB(i(t.linkLineColor)):t.tinyColorHue})).style(\"stroke-opacity\",(function(t){return A(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})).style(\"stroke-width\",(function(t){return A(t)?t.linkLineWidth:1})).attr(\"d\",b()),k.style(\"opacity\",(function(){return t._context.staticPlot||u||f?1:0})).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),k.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var R=v.selectAll(\".\"+n.cn.sankeyNodeSet).data(d,p);R.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),R.style(\"cursor\",(function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}}));var F=R.selectAll(\".\"+n.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return t-e})),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(_.bind(null,t))}),p);F.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(w).style(\"opacity\",(function(e){return!t._context.staticPlot&&!u||e.partOfGroup?0:1})),F.call(O,v,c.nodeEvents).call(D,k,c,t),F.transition().ease(n.ease).duration(n.duration).call(w).style(\"opacity\",(function(t){return 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i}(t,e,h,u)){h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),i.hasLines(e)&&(h(\"connectgaps\"),s(t,e,r,u,h)),i.hasMarkers(e)&&o(t,e,r,u,h,{noSelect:!0}),i.hasText(e)&&(h(\"texttemplate\"),l(t,e,u,h,{noSelect:!0}));var f=(e.line||{}).color,p=(e.marker||{}).color;h(\"surfaceaxis\")>=0&&h(\"surfacecolor\",f||p);for(var d=[\"x\",\"y\",\"z\"],g=0;g<3;++g){var m=\"projection.\"+d[g];h(m+\".show\")&&(h(m+\".opacity\"),h(m+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,f||p||r,{axis:\"z\"}),v(t,e,f||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,f||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1167}],1172:[function(t,e,r){\"use 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n=t(\"../../lib\"),a=t(\"../scatter/constants\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function p(r,a){return n.coerce(t,e,h,r,a)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<a.PTS_LINESONLY?\"lines+markers\":\"lines\"),i.hasLines(e)&&(s(t,e,r,f,p),l(t,e,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,f,p,{gradient:!0}),i.hasText(e)&&c(t,e,f,p);var v=[];(i.hasMarkers(e)||i.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),i.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":735,\"../scatter/constants\":1144,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/line_shape_defaults\":1155,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1173}],1176:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){var i=n[a];return t.a=i.a,t.b=i.b,t.y=i.y,t}},{}],1177:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,a=n.ab2ij([t.a,t.b]),i=Math.floor(a[0]),o=a[0]-i,s=Math.floor(a[1]),l=a[1]-s,c=n.evalxy([],i,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1178:[function(t,e,r){\"use 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n=t(\"../scatter/plot\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,h={xaxis:a.getFromId(t,u.xaxis||\"x\"),yaxis:a.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,h,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),i.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":624,\"../../plots/cartesian/axes\":783,\"../scatter/plot\":1160}],1181:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,h=i.marker,f=i.line,p=h.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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m=h(\"lon\")||[],v=h(\"lat\")||[];f=Math.min(m.length,v.length)}f?(e._length=f,h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),a.hasLines(e)&&(o(t,e,r,u,h),h(\"connectgaps\")),a.hasMarkers(e)&&i(t,e,r,u,h,{gradient:!0}),a.hasText(e)&&(h(\"texttemplate\"),s(t,e,u,h)),h(\"fill\"),\"none\"!==e.fill&&l(t,e,r,h),n.coerceSelectionMarkerOpacity(e,h)):e.visible=!1}},{\"../../lib\":735,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"./attributes\":1181}],1184:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var i=n[a];return i.fIn&&i.fIn.properties&&(t.properties=i.fIn.properties),t}},{}],1185:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var a={},i=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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t.lonLabel=b.lonLabel,t.latLabel=b.latLabel,t.color=i(c,g),t.extraText=function(t,e,r,n){if(t.hovertemplate)return;var a=e.hi||t.hoverinfo,i=\"all\"===a?s.hoverinfo.flags:a.split(\"+\"),l=-1!==i.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==i.indexOf(\"lon\"),u=-1!==i.indexOf(\"lat\"),h=-1!==i.indexOf(\"text\"),f=[];function p(t){return t+\"\\xb0\"}l?f.push(e.loc):c&&u?f.push(\"(\"+p(r.lonLabel)+\", \"+p(r.latLabel)+\")\"):c?f.push(n.lon+p(r.lonLabel)):u&&f.push(n.lat+p(r.latLabel));h&&o(e,t,f);return f.join(\"<br>\")}(c,g,t,l[0].t.labels),t.hovertemplate=c.hovertemplate,[t]}}},{\"../../components/fx\":642,\"../../constants/numerical\":711,\"../../lib\":735,\"../scatter/get_trace_color\":1150,\"./attributes\":1181}],1187:[function(t,e,r){\"use 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n=t(\"../../plots/attributes\"),a=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=t(\"../../plot_api/edit_types\").overrideAll,l=t(\"./constants\").DASHES,c=a.line,u=a.marker,h=u.line,f=e.exports=s({x:a.x,x0:a.x0,dx:a.dx,y:a.y,y0:a.y0,dy:a.dy,text:a.text,hovertext:a.hovertext,textposition:a.textposition,textfont:a.textfont,mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"]},line:{color:c.color,width:c.width,shape:{valType:\"enumerated\",values:[\"linear\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},dash:{valType:\"enumerated\",values:Object.keys(l),dflt:\"solid\"}},marker:o({},i(\"marker\"),{symbol:u.symbol,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,opacity:u.opacity,colorbar:u.colorbar,line:o({},i(\"marker.line\"),{width:h.width})}),connectgaps:a.connectgaps,fill:o({},a.fill,{dflt:\"none\"}),fillcolor:a.fillcolor,selected:{marker:a.selected.marker,textfont:a.selected.textfont},unselected:{marker:a.unselected.marker,textfont:a.unselected.textfont},opacity:n.opacity},\"calc\",\"nested\");f.x.editType=f.y.editType=f.x0.editType=f.y0.editType=\"calc+clearAxisTypes\",f.hovertemplate=a.hovertemplate,f.texttemplate=a.texttemplate},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../scatter/attributes\":1140,\"./constants\":1193}],1192:[function(t,e,r){\"use 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n;if(h.hasText(e)&&(n.text=y(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),h.hasMarkers(e)&&(n.marker=x(e),n.markerSel=b(e,e.selected),n.markerUnsel=b(e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=g*a[r]}if(h.hasLines(e)){n.line={overlay:!0,thickness:e.line.width,color:e.line.color,opacity:e.opacity};var i=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<i.length;++r)i[r]*=e.line.width;n.line.dashes=i}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,a,i=r.length,o=i/2;if(h.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],a=0;a<o-1;a++)isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*a],r[2*a+1]),isNaN(r[2*a+2])||isNaN(r[2*a+3])?n.push(NaN,NaN):n.push(r[2*a+2],r[2*a+1]));n.push(r[i-2],r[i-1])}else if(\"hvh\"===e.line.shape){for(n=[],a=0;a<o-1;a++)if(isNaN(r[2*a])||isNaN(r[2*a+1])||isNaN(r[2*a+2])||isNaN(r[2*a+3]))isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+1]),n.push(NaN,NaN);else{var s=(r[2*a]+r[2*a+2])/2;n.push(r[2*a],r[2*a+1],s,r[2*a+1],s,r[2*a+3])}n.push(r[i-2],r[i-1])}else if(\"vhv\"===e.line.shape){for(n=[],a=0;a<o-1;a++)if(isNaN(r[2*a])||isNaN(r[2*a+1])||isNaN(r[2*a+2])||isNaN(r[2*a+3]))isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+1]),n.push(NaN,NaN);else{var l=(r[2*a+1]+r[2*a+3])/2;n.push(r[2*a],r[2*a+1],r[2*a],l,r[2*a+2],l)}n.push(r[i-2],r[i-1])}else if(\"vh\"===e.line.shape){for(n=[],a=0;a<o-1;a++)isNaN(r[2*a])||isNaN(r[2*a+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*a],r[2*a+1]),isNaN(r[2*a+2])||isNaN(r[2*a+3])?n.push(NaN,NaN):n.push(r[2*a],r[2*a+3]));n.push(r[i-2],r[i-1])}else n=r;var c=!1;for(a=0;a<n.length;a++)if(isNaN(n[a])){c=!0;break}var u=c||n.length>d.TOO_MANY_POINTS||h.hasMarkers(e)?\"rect\":\"round\";if(c&&e.connectgaps){var f=n[0],p=n[1];for(a=0;a<n.length;a+=2)isNaN(n[a])||isNaN(n[a+1])?(n[a]=f,n[a+1]=p):(f=n[a],p=n[a+1])}return{join:u,positions:n}},errorBarPositions:function(t,e,r,a,i){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=c.getFromId(t,e.xaxis),u=c.getFromId(t,e.yaxis),h=r.length/2,f={};function p(t,a){var i=a._id.charAt(0),o=e[\"error_\"+i];if(o&&o.visible&&(\"linear\"===a.type||\"log\"===a.type)){for(var l=s(o),c={x:0,y:1}[i],u={x:[0,1,2,3],y:[2,3,0,1]}[i],p=new Float64Array(4*h),d=1/0,g=-1/0,m=0,v=0;m<h;m++,v+=4){var y=t[m];if(n(y)){var x=r[2*m+c],b=l(y,m),_=b[0],w=b[1];if(n(_)&&n(w)){var T=y-_,k=y+w;p[v+u[0]]=x-a.c2l(T),p[v+u[1]]=a.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}f[i]={positions:r,errors:p,_bnds:[d,g]}}}return p(a,l),p(i,u),f},textPosition:function(t,e,r,n){var a,i=e._length,o={};if(h.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(i),a=0;a<i;a++){var u=n.sizes?n.sizes[a]:n.size,f=Array.isArray(s)?s[a].size:s.size,p=Array.isArray(l)?l.length>1?l[a]:l[0]:l,d=Array.isArray(c)?c.length>1?c[a]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[a]=[g*y/f,x/f]}}return o}}},{\"../../components/drawing\":624,\"../../components/fx/helpers\":638,\"../../constants/interactions\":710,\"../../lib\":735,\"../../lib/gl_format_color\":732,\"../../plots/cartesian/axis_ids\":786,\"../../registry\":866,\"../scatter/make_bubble_size_func\":1157,\"../scatter/subtypes\":1164,\"./constants\":1193,\"./helpers\":1198,\"color-normalize\":122,\"fast-isnumeric\":237,\"svg-path-sdf\":533}],1195:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),f=t(\"../scatter/fillcolor_defaults\"),p=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,d){function g(r,a){return n.coerce(t,e,o,r,a)}var m=!!t.marker&&i.isOpenSymbol(t.marker.symbol),v=l.isBubble(t),y=c(t,e,d,g);if(y){var x=y<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",x),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,d,g),g(\"line.shape\")),l.hasMarkers(e)&&(u(t,e,r,d,g),g(\"marker.line.width\",m||v?1:0)),l.hasText(e)&&(g(\"texttemplate\"),p(t,e,d,g));var b=(e.line||{}).color,_=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&f(t,e,r,g);var w=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");w(t,e,b||_||r,{axis:\"y\"}),w(t,e,b||_||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/constants\":1144,\"../scatter/fillcolor_defaults\":1148,\"../scatter/line_defaults\":1153,\"../scatter/marker_defaults\":1159,\"../scatter/subtypes\":1164,\"../scatter/text_defaults\":1165,\"../scatter/xy_defaults\":1166,\"./attributes\":1191,\"./helpers\":1198}],1196:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(h.length||f.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var _=b?x[r]:x;m.color[r]=y||(v?_:a.addOpacity(_,i))}}c.glText[u].update(m)}}},{\"../../components/color\":602,\"../../constants/interactions\":710,\"../../lib\":735}],1197:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var a=t.i;return\"x\"in t||(t.x=e._x[a]),\"y\"in t||(t.y=e._y[a]),n(t,e,r)}},{\"../scatter/format_labels\":1149}],1198:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1193}],1199:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=Array.isArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=a.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=Array.isArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family);var d=o.marker;d&&(f.ms=a.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=a.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=a.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.mc=a.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var g=d&&d.line;g&&(f.mlc=Array.isArray(g.color)?g.color[h]:g.color,f.mlw=a.isArrayOrTypedArray(g.width)?g.width[h]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(f.mgt=Array.isArray(m.type)?m.type[h]:m.type,f.mgc=Array.isArray(m.color)?m.color[h]:m.color);var v=s.c2p(f.x,!0),y=l.c2p(f.y,!0),x=f.mrc||1,b=o.hoverlabel;b&&(f.hbg=Array.isArray(b.bgcolor)?b.bgcolor[h]:b.bgcolor,f.hbc=Array.isArray(b.bordercolor)?b.bordercolor[h]:b.bordercolor,f.hts=a.isArrayOrTypedArray(b.font.size)?b.font.size[h]:b.font.size,f.htc=Array.isArray(b.font.color)?b.font.color[h]:b.font.color,f.htf=Array.isArray(b.font.family)?b.font.family[h]:b.font.family,f.hnl=a.isArrayOrTypedArray(b.namelength)?b.namelength[h]:b.namelength);var _=o.hoverinfo;_&&(f.hi=Array.isArray(_)?_[h]:_);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var T={};T[t.index]=f;var k=a.extendFlat({},t,{color:i(o,f),x0:v-x,x1:v+x,xLabelVal:f.x,y0:y-x,y1:y+x,yLabelVal:f.y,cd:T,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?k.text=f.htx:f.tx?k.text=f.tx:o.text&&(k.text=o.text),a.fillText(f,o,k),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,k),k}e.exports={hoverPoints:function(t,e,r,n){var a,i,s,l,c,u,h,f,p,d=t.cd,g=d[0].t,m=d[0].trace,v=t.xa,y=t.ya,x=g.x,b=g.y,_=v.c2p(e),w=y.c2p(r),T=t.distance;if(g.tree){var k=v.p2c(_-T),M=v.p2c(_+T),A=y.p2c(w-T),S=y.p2c(w+T);a=\"x\"===n?g.tree.range(Math.min(k,M),Math.min(y._rl[0],y._rl[1]),Math.max(k,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(k,M),Math.min(A,S),Math.max(k,M),Math.max(A,S))}else a=g.ids;var E=T;if(\"x\"===n)for(c=0;c<a.length;c++)s=x[a[c]],(u=Math.abs(v.c2p(s)-_))<E&&(E=u,h=y.c2p(b[a[c]])-w,p=Math.sqrt(u*u+h*h),i=a[c]);else for(c=a.length-1;c>-1;c--)s=x[a[c]],l=b[a[c]],u=v.c2p(s)-_,h=y.c2p(l)-w,(f=Math.sqrt(u*u+h*h))<E&&(E=p=f,i=a[c]);return t.index=i,t.distance=E,t.dxy=p,void 0===i?[t]:[o(t,x,b,m)]},calcHover:o}},{\"../../lib\":735,\"../../registry\":866,\"../scatter/get_trace_color\":1150}],1200:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":796,\"../scatter/cross_trace_defaults\":1146,\"../scatter/marker_colorbar\":1158,\"./attributes\":1191,\"./calc\":1192,\"./defaults\":1195,\"./format_labels\":1197,\"./hover\":1199,\"./plot\":1201,\"./select\":1203}],1201:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"regl-line2d\"),i=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),h=t(\"../scatter/link_traces\"),f=t(\"./edit_style\").styleTextSelection;function p(t,e,r){var n=t._size,a=t.width,i=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,a-n.r-(1-e.domain[1])*n.w,i-n.t-(1-r.domain[1])*n.h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(h(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=i(_)),!0===v.line2d&&(v.line2d=a(_)),!0===v.scatter2d&&(v.scatter2d=n(_)),!0===v.fill2d&&(v.fill2d=a(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var a,i,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var h,f,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(h=0;h<d.length&&isNaN(d[h+1]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f+1]);)f-=2;0!==d[h+1]&&(p=[d[h],0]),p=p.concat(d.slice(h,f+2)),0!==d[f+1]&&(p=p.concat([d[f],0]))}else if(\"tozerox\"===s.fill){for(h=0;h<d.length&&isNaN(d[h]);)h+=2;for(f=d.length-2;f>h&&isNaN(d[f]);)f-=2;0!==d[h]&&(p=[0,d[h+1]]),p=p.concat(d.slice(h,f+2)),0!==d[f]&&(p=p.concat([0,d[f+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],a=0,i=0;i<d.length;i+=2)(isNaN(d[i])||isNaN(d[i+1]))&&((p=p.concat(d.slice(a,i))).push(d[a],d[a+1]),a=i+2);p=p.concat(d.slice(a)),a&&p.push(d[a],d[a+1])}else{var g=s._nexttrace;if(g){var m=v.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[a=w];for(i=0;i<_.length;i+=2)(isNaN(_[i])||isNaN(_[i+1]))&&(T.push(i/2+w+1),a=i+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var M=m.dragmode,A=l(M),S=m.clickmode.indexOf(\"select\")>-1;for(d=0;d<b;d++){var E=r[d][0],C=E.trace,L=E.t,P=L.index,I=C._length,z=L.x,O=L.y;if(C.selectedpoints||A||S){if(A||(A=!0),C.selectedpoints){var D=v.selectBatch[P]=s.selIndices2selPoints(C),R={};for(g=0;g<D.length;g++)R[D[g]]=1;var F=[];for(g=0;g<I;g++)R[g]||F.push(g);v.unselectBatch[P]=F}var B=L.xpx=new Array(I),N=L.ypx=new Array(I);for(g=0;g<I;g++)B[g]=y.c2p(z[g]),N[g]=x.c2p(O[g])}else L.xpx=L.ypx=null}if(A){if(v.select2d||(v.select2d=n(m._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&f(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":620,\"../../lib\":735,\"../../lib/prepare_regl\":748,\"../scatter/link_traces\":1156,\"../scatter/subtypes\":1164,\"./edit_style\":1196,\"gl-text\":325,\"regl-error2d\":495,\"regl-line2d\":496,\"regl-scatter2d\":497}],1202:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,a={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},i={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,i,a)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var a=0;a<r.count;a++)r.glText[a].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,a=r.error2d,i=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),i&&r.lineOptions[h]&&i.draw(h),a&&(r.errorXOptions[h]&&a.draw(h),r.errorYOptions[h]&&a.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll,f=i.line,p=i.marker;e.exports=h({lon:i.lon,lat:i.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:a({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:f.color,width:f.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:i.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/mapbox/layout_attributes\":842,\"../../plots/template_attributes\":861,\"../scatter/attributes\":1140,\"../scattergeo/attributes\":1181}],1205:[function(t,e,r){\"use 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t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{\"../../plots/gl3d\":825,\"./attributes\":1246,\"./calc\":1247,\"./convert\":1248,\"./defaults\":1249}],1251:[function(t,e,r){\"use strict\";var 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n=t(\"../../components/color\"),a=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var u=e.exports=l(s({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:i(),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},a(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:c(),y:c(),z:c()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:s({},a.zauto,{}),zmin:s({},a.zmin,{}),zmax:s({},a.zmax,{})},hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");u.x.editType=u.y.editType=u.z.editType=\"calc+clearAxisTypes\",u.transforms=void 0},{\"../../components/color\":602,\"../../components/colorscale/attributes\":609,\"../../lib/extend\":726,\"../../plot_api/edit_types\":766,\"../../plots/attributes\":780,\"../../plots/template_attributes\":861}],1264:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":610}],1265:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),a=t(\"ndarray\"),i=t(\"ndarray-homography\"),o=t(\"ndarray-fill\"),s=t(\"../../lib\").isArrayOrTypedArray,l=t(\"../../lib/gl_format_color\").parseColorScale,c=t(\"../../lib/str2rgbarray\"),u=t(\"../../components/colorscale\").extractOpts,h=t(\"../heatmap/interp2d\"),f=t(\"../heatmap/find_empties\");function p(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var d=p.prototype;d.getXat=function(t,e,r,n){var a=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?a:n.d2l(a,0,r)},d.getYat=function(t,e,r,n){var a=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?a:n.d2l(a,0,r)},d.getZat=function(t,e,r,n){var a=this.data.z[e][t];return null===a&&this.data.connectgaps&&this.data._interpolatedZ&&(a=this.data._interpolatedZ[e][t]),void 0===r?a:n.d2l(a,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),a=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,a],t.traceCoordinate=[this.getXat(n,a),this.getYat(n,a),this.getZat(n,a)],t.dataCoordinate=[this.getXat(n,a,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,a,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,a,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var i=0;i<3;i++){var o=t.dataCoordinate[i];null!=o&&(t.dataCoordinate[i]*=this.scene.dataScale[i])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[a]&&void 0!==s[a][n]?t.textLabel=s[a][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function v(t){for(var e=[],r=0;r<g.length;r++){var n=g[r];e.push(m(t,n))}return e}function y(t){for(var e=v(t),r=t,n=0;n<g.length;n++)if(e[n]>0){r=g[n];break}return r}function x(t,e){if(!(t<1||e<1)){for(var r=v(t),n=v(e),a=1,i=0;i<g.length;i++)a*=Math.pow(g[i],Math.max(r[i],n[i]));return a}}d.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),a=this.getXat(e,0);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),a=this.getYat(0,e);r[e-1]=a!==n&&null!=n&&null!=a?Math.abs(a-n):0}var i=0;for(e=1;e<t;e++)i+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(i/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],_=b[9],w=b[13];function T(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=x(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<_;)r*=2;for(;r>w;)r--,r/=y(r),++r<_&&(r=w);var n=Math.round(r/t);return n>1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),c=1+n+1,u=1+o+1,h=a(new Float32Array(c*u),[c,u]),f=0;f<t.length;++f){this.surface.padField(h,t[f]);var p=a(new Float32Array(s*l),[s,l]);i(p,h,[e,0,0,0,r,0,0,0,1]),t[f]=p}},d.setContourLevels=function(){var t,e,r,n=[[],[],[]],a=[!1,!1,!1],i=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(i=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(a[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],T(n[t],r);if(i){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=a[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},d.update=function(t){var e,r,n,i,s=this.scene,p=s.fullSceneLayout,d=this.surface,g=t.opacity,m=l(t,g),v=s.dataScale,y=t.z[0].length,x=t._ylength,b=s.contourLevels;this.data=t;var _=[];for(e=0;e<3;e++)for(_[e]=[],r=0;r<y;r++)_[e][r]=[];for(r=0;r<y;r++)for(n=0;n<x;n++)_[0][r][n]=this.getXat(r,n,t.xcalendar,p.xaxis),_[1][r][n]=this.getYat(r,n,t.ycalendar,p.yaxis),_[2][r][n]=this.getZat(r,n,t.zcalendar,p.zaxis);if(t.connectgaps)for(t._emptypoints=f(_[2]),h(_[2],t._emptypoints),t._interpolatedZ=[],r=0;r<y;r++)for(t._interpolatedZ[r]=[],n=0;n<x;n++)t._interpolatedZ[r][n]=_[2][r][n];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null==(i=_[e][r][n])?_[e][r][n]=NaN:i=_[e][r][n]*=v[e];for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(this.minValues[e]>i&&(this.minValues[e]=i),this.maxValues[e]<i&&(this.maxValues[e]=i));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<y;r++)for(n=0;n<x;n++)null!=(i=_[e][r][n])&&(_[e][r][n]-=this.objectOffset[e]);var T=[a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x]),a(new Float32Array(y*x),[y,x])];o(T[0],(function(t,e){return _[0][t][e]})),o(T[1],(function(t,e){return _[1][t][e]})),o(T[2],(function(t,e){return _[2][t][e]})),_=[];var k={colormap:m,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},M=u(t);if(k.intensityBounds=[M.min,M.max],t.surfacecolor){var A=a(new Float32Array(y*x),[y,x]);o(A,(function(e,r){return t.surfacecolor[r][e]})),T.push(A)}else k.intensityBounds[0]*=v[2],k.intensityBounds[1]*=v[2];(w<T[0].shape[0]||w<T[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(T[0].shape[0],0),this.dataScaleY=this.estimateScale(T[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(T)),t.surfacecolor&&(k.intensity=T.pop());var S=[!0,!0,!0],E=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var C=t.contours[E[e]];S[e]=C.highlight,k.showContour[e]=C.show||C.highlight,k.showContour[e]&&(k.contourProject[e]=[C.project.x,C.project.y,C.project.z],C.show?(this.showContour[e]=!0,k.levels[e]=b[e],d.highlightColor[e]=k.contourColor[e]=c(C.color),C.usecolormap?d.highlightTint[e]=k.contourTint[e]=0:d.highlightTint[e]=k.contourTint[e]=1,k.contourWidth[e]=C.width,this.contourStart[e]=C.start,this.contourEnd[e]=C.end,this.contourSize[e]=C.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),C.highlight&&(k.dynamicColor[e]=c(C.highlightcolor),k.dynamicWidth[e]=C.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(m)&&(k.vertexColor=!0),k.objectOffset=this.objectOffset,k.coords=T,d.update(k),d.visible=t.visible,d.enableDynamic=S,d.enableHighlight=S,d.snapToData=!0,\"lighting\"in t&&(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),g&&g<1&&(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,a=n({gl:r}),i=new p(t,a,e.uid);return a._trace=i,i.update(e),t.glplot.add(a),i}},{\"../../components/colorscale\":614,\"../../lib\":735,\"../../lib/gl_format_color\":732,\"../../lib/str2rgbarray\":758,\"../heatmap/find_empties\":1026,\"../heatmap/interp2d\":1029,\"gl-surface3d\":324,ndarray:455,\"ndarray-fill\":445,\"ndarray-homography\":447}],1266:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var a=n(\"opacityscale\");\"max\"===a?e.opacityscale=[[0,.1],[1,1]]:\"min\"===a?e.opacityscale=[[0,1],[1,.1]]:\"extremes\"===a?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var a=n/31,i=e+(1-e)*(1-Math.pow(Math.sin(t*a*Math.PI),2));r.push([a,Math.max(0,Math.min(1,i))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(a)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,h;function f(r,n){return a.coerce(t,e,o,r,n)}var 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../pie/attributes\"),l=t(\"../sunburst/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:l.labels,parents:l.parents,values:l.values,branchvalues:l.branchvalues,count:l.count,level:l.level,maxdepth:l.maxdepth,tiling:{packing:{valType:\"enumerated\",values:[\"squarify\",\"binary\",\"dice\",\"slice\",\"slice-dice\",\"dice-slice\"],dflt:\"squarify\",editType:\"plot\"},squarifyratio:{valType:\"number\",min:1,dflt:1,editType:\"plot\"},flip:{valType:\"flaglist\",flags:[\"x\",\"y\"],dflt:\"\",editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:3,editType:\"plot\"},editType:\"calc\"},marker:u({pad:{t:{valType:\"number\",min:0,editType:\"plot\"},l:{valType:\"number\",min:0,editType:\"plot\"},r:{valType:\"number\",min:0,editType:\"plot\"},b:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\"},colors:l.marker.colors,depthfade:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],editType:\"style\"},line:l.marker.line,editType:\"calc\"},i(\"marker\",{colorAttr:\"colors\",anim:!1})),pathbar:{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},edgeshape:{valType:\"enumerated\",values:[\">\",\"<\",\"|\",\"/\",\"\\\\\"],dflt:\">\",editType:\"plot\"},thickness:{valType:\"number\",min:12,editType:\"plot\"},textfont:u({},s.textfont,{}),editType:\"calc\"},text:s.text,textinfo:l.textinfo,texttemplate:a({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:\"enumerated\",values:[\"top 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n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),h=t(\"../sunburst/fx\"),f=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,m=d.height,v=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,T=d.handleSlicesExit,k=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,C=-1!==E.textposition.indexOf(\"left\"),L=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),I=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,z=s(r,[g,m],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),O=1/0,D=-1/0;z.forEach((function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(O=Math.min(O,e),D=Math.max(D,e))})),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-O+1:0,p.enter().append(\"g\").classed(\"slice\",!0),T(p,!1,{},[g,m],x),p.order();var R=null;if(w&&A){var 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strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../box/defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../box/select\"),moduleType:\"trace\",name:\"violin\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"violinLayout\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":796,\"../box/defaults\":904,\"../box/select\":911,\"../scatter/style\":1163,\"./attributes\":1290,\"./calc\":1291,\"./cross_trace_calc\":1292,\"./defaults\":1293,\"./hover\":1295,\"./layout_attributes\":1297,\"./layout_defaults\":1298,\"./plot\":1299,\"./style\":1300}],1297:[function(t,e,r){\"use strict\";var 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       "                        {\"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('15fc84e1-c7a4-4943-a8a2-722a8076ed8f');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })\n",
       "                };\n",
       "                });\n",
       "            </script>\n",
       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.express as px\n",
    "fig = px.scatter(df_naz_tidy, x=\"data\", y=\"vals\",color=\"cols\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "-eJ_D_Q56S8y"
   },
   "source": [
    "## Searborn scatter plot (replot)\n",
    "* [Seaborn replot documentation](https://seaborn.pydata.org/generated/seaborn.relplot.html#seaborn.relplot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 582
    },
    "colab_type": "code",
    "id": "tlYz6k1AqsUj",
    "outputId": "31daa031-389d-4ae5-ccfd-4b08886efa1c"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   total_bill   tip     sex smoker  day    time  size\n",
       "0       16.99  1.01  Female     No  Sun  Dinner     2\n",
       "1       10.34  1.66    Male     No  Sun  Dinner     3\n",
       "2       21.01  3.50    Male     No  Sun  Dinner     3\n",
       "3       23.68  3.31    Male     No  Sun  Dinner     2\n",
       "4       24.59  3.61  Female     No  Sun  Dinner     4"
      ]
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\n",
      "text/plain": [
       "<Figure size 796.35x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load dataset\n",
    "tips = sns.load_dataset(\"tips\") # same as  pandas.read_csv()\n",
    "display(tips.head())\n",
    "\n",
    "# Plot\n",
    "sns.relplot(x=\"total_bill\", y=\"tip\", col=\"time\",\n",
    "            hue=\"sex\", style=\"smoker\", size=\"size\",\n",
    "            data=tips);\n",
    "\n",
    "# Commento:\n",
    "commento ='''\n",
    "Mostra la relazione tra 5 diverse variabili\n",
    "3 numeriche : total_bil, tip,size\n",
    "2 categoriche: time, smoker\n",
    "La variable categorica smoker divide il dataset in due assi.\n",
    "Delle colonne x=total_bil e y=tip voglio\n",
    "col=\"time\" (col deve essere una variabile categorica) -> divide il grafico in n categorie\n",
    "style=\"smoker\" per ogni grafico (col=\"time) voglio che i dati (x-y) siano rappresentati con \n",
    "simboli-stili diversi se sono smorker=Yes o No\n",
    "hue=\"smoker\" è uguale a style solo che qua cambiano i colori non i simboli\n",
    "size= dimensione del marker\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "colab_type": "code",
    "id": "0cDnEJmDvBPq",
    "outputId": "04d2a7fd-db2a-49e7-889b-a9cbf6abe75a"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7efcd822bda0>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 436.35x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1156.35x720 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Dividi in N colonne (dipende dalle categorie della colonna time)\n",
    "#sns.relplot(x=\"total_bill\", y=\"tip\", col=\"time\", data=tips)\n",
    "\n",
    "# Dividi N righe (dipende dalle categorie della colonna sex)\n",
    "#sns.relplot(x=\"total_bill\", y=\"tip\", row=\"sex\", data=tips)\n",
    "\n",
    "# Conto totale vs mancie distinguendo maschio/femmina (basandoci sul colore)\n",
    "#sns.relplot(x=\"total_bill\", y=\"tip\", hue=\"sex\", data=tips)\n",
    "\n",
    "# Conto totale vs mancie distinguendo maschio/femmina (basandoci sui simboli)\n",
    "#sns.relplot(x=\"total_bill\", y=\"tip\", style=\"sex\", palette=\"YlGnBu\", data=tips)\n",
    "sns.relplot(x=\"total_bill\", y=\"tip\", style=\"sex\", palette=\"YlGnBu\", markers=[\"v\", \"o\"],  edgecolor=\".2\", linewidth=.5, alpha=.75, data=tips)\n",
    "# Importante:\n",
    "# There is a direct correspondence with an underlying matplotlib function (like scatterplot() \n",
    "# and matplotlib.axes.Axes.scatter()), additional keyword arguments will be passed through to \n",
    "#the matplotlib layer\n",
    "# markers type: https://matplotlib.org/3.2.1/api/markers_api.html\n",
    "# Puoi usare qualueque di questi: https://matplotlib.org/api/_as_gen/matplotlib.axes.Axes.scatter.html#matplotlib.axes.Axes.scatter\n",
    "\n",
    "# Conto totale vs mancie distinguendo maschio/femmina (basandoci sui simboli)) , \n",
    "# e distinguendo fumatore non fumatore (basandoci sui colori) --> tutto nello stesso grafico,\n",
    "#sns.relplot(x=\"total_bill\", y=\"tip\", style=\"sex\", hue=\"smoker\", data=tips)\n",
    "\n",
    "# Conto totale vs mancie distinguendo maschio/femmina (basandoci sui simboli)) , \n",
    "# e distinguendo fumatore non fumatore (basandoci sui colori) e facciamo il puntino/marker\n",
    "# piu grande in base alla mancia ricevuta --> tutto nello stesso grafico,\n",
    "# sizes = (min, max)\n",
    "# legend = \"brief\", \"full\"\n",
    "# kind = \"scatter\", \"line\"\n",
    "#sns.relplot(x=\"total_bill\", y=\"tip\", kind=\"scatter\", style=\"sex\", hue=\"smoker\", size=\"tip\",sizes=(5,100), data=tips)\n",
    "\n",
    "# Conto totale vs mancie distinguendo maschio/femmina (basandoci sui simboli)) , \n",
    "# e distinguendo fumatore non fumatore in due grafici diversi\n",
    "# col_wrap, row_wrap = se per esempio avessimo time=\"colazione,pranzo,cena,spuntino\",\n",
    "# avrei potuto scriverec col=\"time\" e col_wrap=2 e mi avrebbe craeato un grafico 2x2 invece che 1x4\n",
    "# palette=[\"red\", \"blue\"],style=\"sex\" (distingue) maschio e femmina per tipo di marker \n",
    "# pallette = \"YlGnBu\"\n",
    "# hue=\"sex\" (distingue maschio e femmina per colore, il colore è dato dal palette),\n",
    "sns.relplot(x=\"total_bill\", y=\"tip\", col=\"smoker\", row=\"time\",height=5,aspect=1.5 , palette=[\"red\", \"blue\"],style=\"sex\", hue=\"sex\", size=\"tip\", sizes=(50,100),data=tips)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "colab_type": "code",
    "id": "GFOGzjEfTQE5",
    "outputId": "9546dc53-5569-4798-ed56-4f10f15737ba"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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ERIrAQCIiIkVgIBERkSIwkIiISBEYSEREpAgMJCIiUgQGEhERKQIDiYiIFIGBREREisBAIiIiRWAgERGRIkgaSEuWLEF4eDjCw8OxYMECAEBmZiYiIyMRGhqK9PR0KWdPREQqIlkgZWZm4ptvvsHmzZuxZcsWnDx5Etu3b0dSUhKWLVuGHTt24MSJE9i7d69UJRARkYpIFkgGgwEzZsyAXq+Hp6cngoKCkJOTgzZt2iAwMBA6nQ6RkZHIyMiQqgQiIlIRyQLpgQceQNeuXQEAOTk52LFjBzQaDQwGg+N/AgICkJubK1UJRESkIpI9wrzMmTNnEB8fj+nTp0On0yE7O7vceI1G49T0/P19qx1vMPg5XaMasF3qI0Xb2P/dC9tVnqSBdPToUUyePBlJSUkIDw/HoUOHcOXKFcf4vLw8BAQEODVNo7EIdruodJzB4If8/MI61axEbJf61NQ2VxdY9n/30VjbVV3fl2yX3aVLlzBp0iSkpaUhPDwcANClSxdkZ2fj/PnzsNls2L59O/r16ydVCUREpCKSbSGtXLkSJpMJqampjmHR0dFITU1FQkICTCYTQkJCMGTIEKlKICIiFZEskJKTk5GcnFzpuK1bt0o1WyIiUineqYGIiBSBgURERIrAQCIiIkWodSAVFBSgqKhIylqIiKgRqzGQzp07hyeffBLBwcHo2bMnYmJicPHiRTlqIyKiRqTGQEpMTMTIkSORlZWF77//HoMHD8bMmTPlqI2IiBqRGgOppKQE0dHR8PT0hF6vR2xsbLm7LRAREdWHGgMpMDAQ3377reP1jz/+iNatW0taFBERNT41Xhibm5uL2NhYPPjgg9DpdDh16hQMBgMiIyMBANu2bZO8SCIicn81BtK0adPkqIOIiBq5KgPp7NmzCAoKQtOmTSsd36lTJ8mKIiKixqfKQFqwYAFWrFiBkSNHolWrVhDi91vel5SUYP/+/bIUSEREjUOVgTR//nxcu3YNQUFBWL16NYQQ0Gg0sFgsGD16tJw1EhFRI1BlIL322mvYt28fNBoNgoODHcO1Wi0GDRokS3FERNR4VBlIK1euBFB6Yey8efNkK4iIiBqnGq9DqmsYFRUVISIiAhcuXABQGnChoaGIiopCVFQUdu7cWafpExGRe5DsAX0AkJWVheTkZOTk5DiGnThxAmvWrEFAQICUsyYiIpWR9PET69evx+zZsx3hU1xcjIsXL2LWrFmIjIzEokWLYLfbpSyBiIhUQiNuPZ9bIgMGDMA///lPCCGQmpqKOXPmwMfHB/Hx8YiIiMDTTz8tdQlERKRwku6yu11gYCCWLl3qeB0bG4stW7Y4FUhGYxHs9soz1GDwQ35+YZ3rVBq2S31qapvB4OfSdNn/3UdjbVd1fV/WJ8aePn0aX3zxheO1EAI6nayZSERECiVrIAkhkJKSgoKCAlgsFqxbt47XNBEREQCZd9m1b98eEydOxKhRo2C1WhEaGoqIiAg5SyAiIoWSJZB2797t+HvMmDEYM2aMHLMlIok089ND18TLqffYTCZovZx7DwDYzWan30PqxAM4ROQ0XRMv7It60qn39Pl0o9PvKXsfYHL6faQ+sh5DIiIiqgoDiYiIFIGBREREisBAIiIiRWAgERGRIjCQiIhIERhIRESkCLwOiYgUzW42O30zWutNE34t5AW1asNAIiJF89DrXboIFwwk1eEuOyIiUgQGEhERKQIDiYiIFIGBREREiiBpIBUVFSEiIgIXLlwAAGRmZiIyMhKhoaFIT0+XctZERKQykgVSVlYWRo0ahZycHADAzZs3kZSUhGXLlmHHjh04ceIE9u7dK9XsiYjoN3q9Ft5NveDfwhfeTb2g12sbuqRKSRZI69evx+zZsxEQEAAAOHbsGNq0aYPAwEDodDpERkYiIyNDqtkTERFKw8im8UDKqsMYMW0bUlYdhk3jochQkiyQ5s6di0ceecTxOi8vDwaDwfE6ICAAubm5Us2eiIgAaD11SFtzFMfPXoHNLnD87BWkrTkKrafyLkOVrSIhRIVhGo3G6en4+/tWO97ZK7rVgu1SHyna1lj7v7NcubtD2fs89HoJKqqcHN+XXQicyjaWG3Yq2wgfb0/4+kjTVlfbJVsgtWzZEleuXHG8zsvLc+zOc4bRWAS7vWK4AaUfQn5+ocs1KhXbpT41tc3VBVYp/V/pwefK3R2A0js8yPkZyjEv76Ze6NjWH8fP/v7727GtP4pLLCi5Uf+Phq9L35fttO8uXbogOzsb58+fh81mw/bt29GvXz+5Zk9E1CjZLFZMjemOh4NaQOuhwcNBLTA1pjtsFmtDl1aBbFtIXl5eSE1NRUJCAkwmE0JCQjBkyBC5Zk9E1CiZzTbo9UBSXA/4eHuiuMQCm8UKs9nW0KVVIHkg7d692/F3cHAwtm7dKvUsZdHMTw9dEy+n32czmaD1cu59djNvEklErjObbYDZJskuuvqkvNMsVELXxMvlfdQu3bkYyu5IRER1xVsHERGRIjCQiIhIERhIRESkCDyGRET0Gz4uvWExkIiIfsPHpTcs7rIjIiJFYCAREZEiMJCIiEgRGEhERKQIDCQiIlIEBhIRESkCA4mIiBSBgURERIrAC2OJyEGv10LrqVP8c3PIPTVIII0dOxZGoxE6Xens58yZgy5dujREKVRLcv9Q8YdRfnq9FjaNB+avOoxT2UZ0bOuPqTHdodeDnz3JQvZAEkLg3Llz2LNnjyOQSNnk/qHiD2PD0HrqMH/VYRw/ewUAcPzsFaStOYqkuB4AP/d6U7ayZRcC3k29uLJ1C9mPIZ07dw4ajQYTJkzA0KFDsWbNGrlLICdpPXVIW3MUx89egc0uHD9UWk9pVijknh+V8vH2xKlsY7lhp7KN8PH2bKCK3E/ZylbKqsMYMW0bUlYdhk3jAb1e29ClKYLsS/j169cRHByMN954Azdv3sTYsWPRtm1b9OnTp1bv9/f3rXa8s3fqVYuGbJddiCp/qHx99HWadmXtknJ+cpLiO5Oy/5fctKJjW3/HFhIAdGzrD5PJ5rbLVX2p7edTctOKN//vYIWt0FnjHsWdd7rPCper/UX2T6Bbt27o1q0bAMDHxwdPPfUU9u7dW+tAMhqLYLeLSscZDH7Izy+st1qrI/cCWlRsbrBNe++mXpX+UBWXWFByw/VHq1f1fUk1PznV1Bdd7T9S9n+9XoupMd2RtuZouV2lZpMZRYUlFeZFv6vt5+7fwrfSlS0vL61sv11Sq0vfl32X3ZEjR7B//37HayEEjyXVwvUbZvjd4Q0fXy/ZN+9tFiumxnTHw0EtoPXQ4OGgFpga0x02i9Ut5kelzGYbtMKOpLge2LQgEklxPaAVdsdKkF6vhXdTL/i3qH4rjapWXGJBx7b+5YaVrWxRA2whFRYWYtGiRfj4449hsViwefNm/PWvf5W7DNVZsiGrwQ7wm8026PVAUlwPWc56k3t+9Duz2QaYbRW2RG8/0WTLW0MbqEJlqu3JCWUrW7dvhXJlq5TsgdS/f39kZWVh2LBhsNvtGD16tGMXHlWtoc98quqHyl3mR9W7/Qw8Ki9l1eFarSjWdWXL3S+HaJB9Za+88gpeeeWVhpi1Wyg7wM8fa6qrZn566Jp41ep/U16q3XHexsiZFcWylS1fH71Ty3BjuByCB29UiPucqb7omng5/chu4LfHdlM5la0olm3ReDfR4abJBu8mOseWjd1eeh1Sbbd2GsN1YgwklXg4qAX3ORMp2O0rimVbNJ9/cw6Pdw/EonXfl1uGb9y0YJ4TWzvVXSfmLntLeHNVlXh5ZJdKz3wioob3cFALvH7bimLZBd7BD9+NReu+r3Chd+ENs1MXfzeGM/S4haQSLy3YjU0LIuttTcjdD44SySnpuZ6A3YaS4t+XobItmtYt/Srdsml5px7b3o6qMK3qLv5OeakPCq7dwLNzd7nl3hIGkkrU55pQYzg4SiQnm9lSYdkp26K5kFtY6YXeWr3e5eN3mxZEuuWKJHfZOUmv18LHt3ZnJdWn+lwT4r3iiOpXZaFQds3R/uMXMfmZrhUu9K6LsruWuFMYAdxCqtGtu7ZumqwwmW2Y++Fh2U+Brc/jRo3h4ChRQyu75iii733wbqLDzOd6ljvLri7cdVnlFlI1br8z77VCE976bctCbvW5JtQYDo4SKYH5t4u7rxpvoLjoJoxXiuply8Zdl1VuIVXj9vP+W/o3rbBloUa8fQlR/bGbzbLfbNZdl1UGUjVu37VV2cFJNeK94ojqj0cdTk5wlbsuq9xlV43bd22t3/UjXonuhoeDWjRgVfWjbFdCfe1CIOW69S7d3k3lv1s8UW0xkKpx+2MQfr1uQpPfDk4SqUF1TyhlMJHScJddNaratVVstqEpH+tMKlDt/c+IFIaBhNrf8bj0Cmr5H6Ht6kFTm8kErZdz10y58h4AsN404ddCs1PvcbVdrsyrMajq8+Rdut2LK8uNnMt1XTRIIG3btg3Lly+HxWJBXFwcxowZ0xBlOLhyx2M573Zcl4OmrrTL5QO0TnbcOh0MZiBV4Mrnybt2q4+r37MaljXZAyk3Nxfp6enYtGkT9Ho9oqOj8eijj+L++++XuxQiIlIQ2U9qyMzMRK9evXDXXXfBx8cHgwcPRkZGhtxlEBGRwsi+hZSXlweDweB4HRAQgGPHjtX6/R4emjqNr4pXgKHmf6qH97jzvFz57OWcl9ykqLGmabpr3+K86v4+OZc1V/u+RgghXHqni959912UlJRgypQpAIANGzbg+PHjmDNnjpxlEBGRwsi+y65ly5a4cuX3Ox3k5eUhICBA7jKIiEhhZA+k3r17Y//+/bh69SpKSkrw5Zdfol+/fnKXQURECiP7MaSWLVtiypQpGDt2LCwWC5566il07txZ7jKIiEhhZD+GREREVBney46IiBSBgURERIrAQCIiIkVgIBERkSIwkIiISBEYSEREpAgMJCIiUgQGEhERKQIDiYiIFIGBREREisBAIiIiRWAgERGRIjCQiIhIERhIRESkCAykejJjxgysXLmyQeb94IMPIj09vdywjIwMxMbGOjWdCxcuVPmeJUuW4N///jcAYOHChdiyZYtrxdaTTZs2IT4+XvL5LF68GHPmzJF8PmrFfi+vTZs2oXv37oiKikJUVBQiIyMRGxuLY8eOOf5nwoQJ+N///teAVbpO9gf0kTRWrVqFvn37okePHpJM/+DBg7j//vsBAH/+858lmQeRsxpjv3/kkUewYsUKx+vMzExMnDgRGzduxD333IP333+/Aaurm0YVSDdu3EBiYiLOnz8PDw8PdOrUCXPmzMHhw4fxzjvvICAgAGfOnIG3tzcSEhKwevVqZGdnIzQ0FElJSQCAdevWYfXq1fDw8ECLFi0wa9YstG3bttx85s2bhx9++AHLli2Dp6cn0tLScPjwYdhsNnTs2BHJycnw9fXFgAED0LlzZ5w+fRqvvvoqBg0a5JjGe++9h88++6xCG1atWoVmzZpVGD5lyhS8/vrr+PTTT3HnnXeWG2exWJCamor9+/dDq9Wic+fOSExMhK+vb60+t7Vr1+LEiRNYsGABtFotdu3ahQceeADjx4/Hww8/jLi4OOzZswdFRUV4/fXXkZGRgR9//BEBAQF499134ePjg7Nnz2Lu3Lm4du0abDYbYmNj8dRTT1WYV3R0NEpKSsoN++Mf/4jZs2fXqlYAGDBgABYuXIiHH3643OtmzZohLi4OISEhyMrKQkFBAaZMmYKwsDBYrVa89dZb2LNnD7RaLbp16+aY57lz5xAbG4v8/Hy0aNHC0VfUgv3evft97969MWjQIPzrX//C1KlTHf29uLgY6enpCAwMxJkzZ2A2m/GXv/wFvXr1wowZM+Dr64vTp0/j8uXLuO+++/DOO++gadOmVdZ88OBBzJ07Fz4+PiguLsYnn3wCvV5fq8+y1kQjsnnzZjFu3DghhBBWq1XMnDlT5OTkiAMHDogOHTqIkydPCiGEGD9+vHjmmWeEyWQSRqNRdOrUSVy+fFlkZmaKP/3pT8JoNAohhNi4caN44oknhN1uF9OnTxfvv/++eOONN8SkSZOEyWQSQgixePFikZqaKux2uxBCiLffflvMnj1bCCFE//79xbbZ1jAAAB6hSURBVJIlS+rcrnbt2gmj0SheffVVkZCQIIQQ4vPPPxcxMTFCCCEWLlwoXn75ZWE2m4XNZhMzZswQs2bNqjCdn3/+2fGe28XExIjPP/9cCCHE9OnTxQcffOCY9z/+8Q8hhBArVqwQ3bp1E5cvXxY2m00MHz5cbN26VVgsFhEWFiZOnDghhBDi+vXr4oknnhDfffedy23euHGjmDhxYqXj+vfvL44dO1bh9c8//yzatWsndu/eLYQQIiMjQzz++ONCCCH+8Y9/iDFjxoiSkhJhs9nEn//8Z7F582axaNEiMWDAAMd3/uKLL9bLdyYn9nv37/dr1qwREyZMEEL83t/Lvt9Tp04JIYRYuXKlGDNmjKMtZd+12WwWw4YNE5988km1NR84cEC0b99eXLhwweX6a9KotpC6d++O9PR0xMbGonfv3nj22WfRpk0bXL58Ga1bt0bHjh0BAPfeey/8/Pyg1+vRvHlzNG3aFAUFBfj6668RFhaG5s2bAwBGjBiBuXPn4sKFCwBK1+KMRiO2bNniWHPYs2cPCgsLkZmZCaB0rc3f399R0yOPPFJprc6uKQLAX//6V0RFRWHDhg3w8/NzDP/Pf/6DKVOmwNPTEwAQGxuLSZMmOfXZVWfw4MEASj+3du3aoWXLlgCA1q1bo6CgADk5Ofjpp58ca9sAcPPmTZw6dQpdu3YtN6362EKqjqenJ0JCQgAAHTt2xLVr1wCU7vaIiopCkyZNAAB///vfAZQeQ+rTp4/jO2/fvj2uXr1aL7XIhf2+cfT7sr57q7vvvhsdOnQAUNrfN2/e7Bj32GOPOb6vdu3a1VhzUFAQWrVqhXvuuafWNTmrUQVSYGAgdu7ciYMHD+LAgQN47rnnkJycjGbNmlXY9NTpKn40QohKh1mtVgBAjx498Mc//hGJiYlYt24dPD09YbfbkZSU5PgRvHHjBkwmk+P9Pj4+ldY6ceJETJw40an2+fr6Ii0tDRMmTMDzzz/vGG6328v9n91uh8VicWra1Slb4G//u4zNZsMdd9yBTz/91DHsypUr5X48ynz88cf1UtOt35XZbC5Xn4dH6bk8Go3GMfz27/vKlSuOz+3WcRqNptJ+oGTs97+/dtd+f+LECbRr167C8FtD6va+W9m46mr+/vvvq/ze6kujOsvuo48+QmJiIvr27YvXX38dffv2xZkzZ2r9/r59+2LHjh2ONeSNGzfirrvuQps2bQAADz30EGJiYuDn54clS5Y43rN27VqYzWbY7XbMmjUL77zzTv037jfdunXDc889h6VLlzqGPfbYY/j4449hsVhgt9uxdu1a9OnTx6nparVaxw+Qs9q2bQsvLy9HJ7906RIiIiJw4sQJl6ZXk+bNmzum/f333yM/P7/G9wQHB2P79u2O7+mNN96odE1djdjv3bvf7927F3v27MEzzzxT52nJvazerlFtIQ0bNgyHDh1CWFgYvL29cffdd2Ps2LH44YcfavX+Pn36IC4uDs8++yzsdjuaN2+OFStWONa4gdI1jZSUFAwbNgwhISF46aWXMH/+fAwfPhw2mw0dOnTAjBkzpGoiAODFF1/E/v37y72eP38+hg0bBqvVis6dO2PWrFlOTbN///6YP3++S2uYer0ey5Ytw9y5c/HBBx/AarXiz3/+M7p37+70tG719ddfo1u3bo7Xfn5++M9//oOpU6fijTfewLp169CpUyd06tSpxmlFR0fjl19+wYgRIyCEQM+ePREbG4vly5fXqUYlYL93r35/5MgRREVFASj93AMCArBy5UoYDIY6Tbemmg8ePFjn6ddEI9S2/4Ekc+HCBSQmJmL16tUNXQqRbNjvlaNR7bIjIiLl4hYSEREpAreQiIhIERhIRESkCAwkIiJSBNWd9m00FsFur/ywV7NmPvj112KZK5Ie26U+NbXNYKh4cWRtsP+7j8barur6vlttIel02oYuQRJsl/o0RNvc9fNku9SlLu1yq0AiIiL1YiAREZEiMJCIiEgRGEhERKQIDCQiIlIE1Z32TUTq1MxPD10TL6ffZ7/leVbk3hhIRCQLXRMv7It60un39fl0IwBTjf9H6sdddkREpAgMJCIiUgQGEhERKQIDiYiIFIGBREREisBAIiIiRWAgERGRIjCQiIhIERhIRESkCJIG0sKFCxEWFobw8HB8+OGHAIDMzExERkYiNDQU6enpUs6eiIhURLJbBx06dAgHDhzA1q1bYbVaERYWhuDgYCQlJWH16tVo1aoV4uPjsXfvXoSEhEhVBhERqYRkW0g9e/bEP//5T+h0OhiNRthsNly/fh1t2rRBYGAgdDodIiMjkZGRIVUJRESkIpLeXNXT0xOLFi3C//3f/2HIkCHIy8uDwWBwjA8ICEBubq5T0/T39612vMHg51KtSsd2qY8UbWP/dy9sV3mS3+178uTJmDBhAl544QXk5ORUGK/RaJyantFYBLtdVDrOYPBDfn6hK2UqGtulPjW1zdUFVs39vy4/vkpul6uU/n25qi59X7JddmfPnsV///tfAIC3tzdCQ0Nx8OBBXLlyxfE/eXl5CAgIkKoEIiJSEckC6cKFC0hOTobZbIbZbMauXbsQHR2N7OxsnD9/HjabDdu3b0e/fv2kKoGIiFREsl12ISEhyMrKwrBhw6DVahEaGorw8HA0b94cCQkJMJlMCAkJwZAhQ6QqgYiIVETSY0iTJ0/G5MmTyw0LDg7G1q1bpZwtERGpEO/UQEREisBAIiIiRWAgERGRIjCQiIhIERhIRESkCAwkIiJSBAYSEREpAgOJiIgUgYFERESKwEAiIiJFYCAREZEiMJCIiEgRGEhERKQIDCQiIlIESR8/sWTJEnz++ecASp+PNG3aNCQmJuLo0aPw9vYGALz88ssYNGiQlGUQEZEKSBZImZmZ+Oabb7B582ZoNBo8//zz2LlzJ06cOIE1a9bw0eVERFSOZLvsDAYDZsyYAb1eD09PTwQFBeHixYu4ePEiZs2ahcjISCxatAh2u12qEoiISEUkC6QHHngAXbt2BQDk5ORgx44deOyxx9CrVy+kpKRg/fr1OHLkCD755BOpSiAiIhXRCCGElDM4c+YM4uPjkZCQgOHDh5cbt3PnTmzZsgVLly6VsgQiUoh9UU86/Z4+n26UoBJSIklPajh69CgmT56MpKQkhIeH4/Tp08jJycHgwYMBAEII6HTOlWA0FsFurzxDDQY/5OcX1rlupWG71KemthkMfi5NV83939U2A1B0u1yl9O/LVXXp+5Ltsrt06RImTZqEtLQ0hIeHAygNoJSUFBQUFMBisWDdunU8w46IiABIuIW0cuVKmEwmpKamOoZFR0dj4sSJGDVqFKxWK0JDQxERESFVCUREpCKSBVJycjKSk5MrHTdmzBipZktERCol6TEkInJPzfz00DXxaugyyM0wkIjIabomXk6fMcez5agmvJcdEREpAgOJiIgUgYFERESKwEAiIiJFYCAREZEiMJCIiEgRGEhERKQIvA6JiBTNbjY7fWNW600Tfi00S1QRSYWBRESK5qHXu3YRLgNJdbjLjoiIFIGBREREisBAIiIiRWAgERGRIkgaSEuWLEF4eDjCw8OxYMECAEBmZiYiIyMRGhqK9PR0KWdPREQqIlkgZWZm4ptvvsHmzZuxZcsWnDx5Etu3b0dSUhKWLVuGHTt24MSJE9i7d69UJRARkYpIFkgGgwEzZsyAXq+Hp6cngoKCkJOTgzZt2iAwMBA6nQ6RkZHIyMiQqgQiIlIRya5DeuCBBxx/5+TkYMeOHYiNjYXBYHAMDwgIQG5urlPT9ff3rXa8sxfQqQXbpT5StK2x9n9XqOGzUEONrnC1XZJfGHvmzBnEx8dj+vTp0Ol0yM7OLjdeo9E4NT2jsQh2u6h0nMHgh/z8QpdrVSq2S31qapurC6xS+r8afkiV3rfctf/Xpe9LelLD0aNHERcXh9deew3Dhw9Hy5YtceXKFcf4vLw8BAQESFkCERGphGSBdOnSJUyaNAlpaWkIDw8HAHTp0gXZ2dk4f/48bDYbtm/fjn79+klVAhERqYhku+xWrlwJk8mE1NRUx7Do6GikpqYiISEBJpMJISEhGDJkiFQlEBGRikgWSMnJyUhOTq503NatW6WaLRERqRTv1EBERIrAQCIiIkVgIBERkSLUOpAKCgpQVFQkZS1ERNSI1RhI586dw5NPPong4GD07NkTMTExuHjxohy1ERFRI1JjICUmJmLkyJHIysrC999/j8GDB2PmzJly1EZERI1IjYFUUlKC6OhoeHp6Qq/XIzY2ttzdFoiIiOpDjYEUGBiIb7/91vH6xx9/ROvWrSUtioiIGp8aL4zNzc1FbGwsHnzwQeh0Opw6dQoGgwGRkZEAgG3btkleJBERub8aA2natGly1EFERI1clYF09uxZBAUFoWnTppWO79Spk2RFERFR41NlIC1YsAArVqzAyJEj0apVKwjx+zNYSkpKsH//flkKJCKixqHKQJo/fz6uXbuGoKAgrF69GkIIaDQaWCwWjB49Ws4aiYioEagykF577TXs27cPGo0GwcHBjuFarRaDBg2SpTgla+anh66Jl9Pvs9404ddCswQVERGpW5WBtHLlSgClF8bOmzfP5RkUFRUhOjoa7777Llq3bo3ExEQcPXoU3t7eAICXX35ZlQGna+KFfVFPOv2+Pp9uBBhIREQV1HiWXV3CKCsrC8nJycjJyXEMO3HiBNasWcNHlxMRUTmS3u17/fr1mD17tiN8iouLcfHiRcyaNQuRkZFYtGgR7Ha7lCUQEZFKSBpIc+fOxSOPPOJ4bTQa0atXL6SkpGD9+vU4cuQIPvnkEylLICIilZDsEeaVCQwMxNKlSx2vY2NjsWXLFjz99NO1noa/v2+14w0GP5frk4srNaqhXa5w13YB0rTNHfq/XNTwWaihRle42i5ZA+n06dPIycnB4MGDAQBCCOh0zpVgNBbBbheVjjMY/JCfX1jnOmujLh3J2RrlbJec3LVdQM1tc7X/uEP/l4vS+5a79v+69H1ZnxgrhEBKSgoKCgpgsViwbt06VZ5hR0RE9U/WLaT27dtj4sSJGDVqFKxWK0JDQxERESFnCUREpFCyBNLu3bsdf48ZMwZjxoyRY7ZERKQisu6yIyIiqgoDiYiIFIGBREREisBAIiIiRWAgERGRIjCQiIhIERhIRESkCAwkIiJSBAYSEREpAgOJiIgUgYFERESKwEAiIiJFYCAREZEiMJCIiEgRZH0eEgF2s9npp23azWaJqiEiUg5JA6moqAjR0dF499130bp1a2RmZmLevHkwmUx44oknMGXKFClnr0geej32RT3p1Hv6fLoRgEmagoiIFEKyXXZZWVkYNWoUcnJyAAA3b95EUlISli1bhh07duDEiRPYu3evVLMnIiKVkSyQ1q9fj9mzZyMgIAAAcOzYMbRp0waBgYHQ6XSIjIxERkaGVLMnIiKVkWyX3dy5c8u9zsvLg8FgcLwOCAhAbm6u09P19/etdryzx2fUgu1SHyna1lj7v7NcOVZb9j4PvV6Ciirnrt+Xq+2S7aQGIUSFYRqNxunpGI1FsNsrTgso/RDy8wudnqYr5O5IcrVLTnJ+X3KrqW2u9p/G2v+d5cqxWqD0eK2cn6E79v+69H3ZAqlly5a4cuWK43VeXp5jdx4REdWdXq+F1lMHH29PFJdYYLNYYTbbGrqsWpPtOqQuXbogOzsb58+fh81mw/bt29GvXz+5Zk9E5Nb0ei1sGg+krDqMEdO2IWXVYdg0HtDrtQ1dWq3JFkheXl5ITU1FQkICwsLCcN9992HIkCFyzZ6IyK1pPXVIW3MUx89egc0ucPzsFaStOQqtp3ouN5W80t27dzv+Dg4OxtatW6WeJRFRo+Pj7YlT2cZyw05lG+Hj7YmSG+q4jpG3DiIicgPFJRZ0bOtfbljHtv4oLrE0UEXOYyAREbkBm8WKqTHd8XBQC2g9NHg4qAWmxnSHzWJt6NJqTT07F4mIqEpmsw16PZAU10O1Z9kxkIiIZHD7KdlVXU9WF2azDTDbVHPM6HYMJCIiiZWdkj1/1WGcyjaiY1t/vB7bHXq9VlVbMFLjMSQiIolVdkr2W6vVdUq2HBhIREQSq+6UbPodA4lcotdr4d3UC/4tfOHd1EtVV4MTyU2OU7LdYZlkIJHT3OEWJURyquyU7Ndj6++UbHdZJhlI5DR3uEUJkZzMZhu0wo6kuB7YtCASSXE9cGdTr3o7ocFdlkl1VUuK4A63KCGqjfq8e/btp2T7+tTfc5fcZZnkFpKbkWM/sjvcooSoJmraDeYuyyQDyY3ItQC5wy1KiKpStjKn06tnN5i7LJPK+2QbQDM/PXRNvBq6jCo5+zjmlJf6AACMxkKkrTmKpLgeQD1efOcOtyghqsqIadvQsa0//vZib9XsBnOXZbJBAmns2LEwGo3Q6UpnP2fOHHTp0qUhSgEA6Jp4Of244z6fbpSomorq8jhmqRYgs9kGPYBilO6/Lgag/204kZqtfmMI9nz7My5fuYGObf1x/OzvT7q+dTeY0p7OqvbbBgENEEhCCJw7dw579uxxBBJJp2wBqu+Fp7JboUyN6Q693vlQUtqCTY3bvH8cxtSY7sj+5Rpej+2Ot1YfLdfHbRZr5bcCiukObx8PlBQ3zHEbd1iOZE+Ec+fOQaPRYMKECTAajXj66acRExMjdxmNxtSY7oCw11t4lNF66jB/1WHH2mPZ/nVndw/WZ7AR1YeyvpwY1wNmiw1Jz/WETxNduR9576Ze5fp/szu8UGKy4s4WTaHx8IDVLG8YuMtyJPtJDdevX0dwcDCWLl2KVatW4eOPP8a+ffvkLqPR0Ao7oPGo94Oz9XUrFHe5foLcy6lsI3ya6GCx2uHjpUPJTWu5LY5b+3+/bvcg9okOWLIhCyOmbcPcD+U/G89dliPZq+3WrRu6desGAPDx8cFTTz2FvXv3ok+fPrV6v7+/b7XjnTn43xjceacP7EJUGR6uXgtRctNa6f51k8nm1HdQXbDV53UaDUGKvljf/d9uNsNDr+7PuT7ZzWZsezvK8foP/k0BAE29PYHbVra2vDUUAGC5acLs/ztSYW/BrHGP4s47q/+Jra8+IsUyXheutkv2QDpy5AgsFguCg4MBlB5TcuZYktFYVOVzRAwGP+TnFzpdkzuHWH5+IbybelV5cLbsAKiz+5/1ei2mxnRH2pry+9fNJjOKCktqVZvB4Oe4fqK62tSopr7oap+r7/5vMPi5fMKMO3LlBKKyk4dudSrbCC8vbY19wJXfq8rUZhmXS136vuy77AoLC7FgwQKYTCYUFRVh8+bNGDRokNxlNCqV3kfrt2NLgGvXL1V2KxStsDu9v9pdrp+gxq2qi1LluuGpuyxHsm8h9e/fH1lZWRg2bBjsdjtGjx7t2IVH0jCbbfD28Sg9OOulw895hfjiQA5Ce/0/x5aRKyco1Mdppu5y/QQ1bpWdjSfFyURVcZflqEGOeL3yyit45ZVXGmLWjZfGAykfHiq3SX/sf0ZHB27ICwDd4foJatw87PYKYQCNDmlr6n4mam25w3KkrlMwyGXVhU51x3GIqHp2sxl33unjeF16EkHpiQRld025na+PHnazWY7yVIWB1EhUFzpl+59vP0FBbfufiRpCXe6kAqh3a0YKDKRGorrQcZf9z0SkbgykRqKm0HGH/c9EpG4MJDdW3V3Cb93PfSvrTRN+LeS+bSKlcuXpBGpZrhlIbszVi/yggo5L1Fi5/HQCFSzXfEAfEREpAgOJiIgUgYFERESKwGNIVI6zj0svo5aDpkSkXAwkKqdOF/kxkIioDrjLjoiIFIGBREREisBAIiIiReAxJGowPIGCiG7VIIG0bds2LF++HBaLBXFxcRgzZkxDlEENjCdQENGtZA+k3NxcpKenY9OmTdDr9YiOjsajjz6K+++/X+5SiIhIQWQPpMzMTPTq1Qt33XUXAGDw4MHIyMjAyy+/XKv3e3ho6jS+Kl4BBlne487zcuWzl3NecpOiRin6vxr6lrvOS87fKzmXGVfnpRFCiHqupVorVqxAcXExpkyZAgDYsGEDjh07hjfffFPOMoiISGFkP8uusvzTaJS/tktERNKSPZBatmyJK1d+f4x2Xl4eAgIC5C6DiIgURvZA6t27N/bv34+rV6+ipKQEX375Jfr16yd3GUREpDCyn9TQsmVLTJkyBWPHjoXFYsFTTz2Fzp07y10GEREpjOwnNRAREVWGtw4iIiJFYCAREZEiMJCIiEgRGEhERKQIbhNI27ZtQ1hYGAYNGoS1a9c2dDkuW7JkCcLDwxEeHo4FCxYAKL3dUmRkJEJDQ5Gent7AFdbN/PnzMWPGDADAf//7Xzz55JMYPHgwZs6cCavV2sDVuWb37t0YMWIEhgwZgr/97W8A5P3O3KXvA+z/alPvfV+4gcuXL4v+/fuLX3/9Vdy4cUNERkaKM2fONHRZTtu3b5945plnhMlkEmazWYwdO1Zs27ZNhISEiJ9++klYLBYxbtw4sWfPnoYu1SWZmZni0UcfFdOnTxdCCBEeHi6+++47IYQQiYmJYu3atQ1Znkt++ukn0bdvX3Hp0iVhNpvFqFGjxJ49e2T7ztyl7wvB/q+2/i9F33eLLaRbb9jq4+PjuGGr2hgMBsyYMQN6vR6enp4ICgpCTk4O2rRpg8DAQOh0OkRGRqqybdeuXUN6ejpeeOEFAMAvv/yCmzdvomvXrgCAESNGqLJdO3fuRFhYGP7whz/A09MT6enp8Pb2lu07c5e+D7D/q61dUvR9twikvLw8GAy/3/02ICAAubm5DViRax544AFHB83JycGOHTug0Wjcom1/+ctfMGXKFNxxxx0AKn5nBoNBle06f/48bDYbxo8fj6FDh+Kjjz6StT+6S98H2P/V1i4p+r5bBJJwsxu2njlzBuPGjcP06dNx7733VhivtrZt2LABrVq1QnBwsGOYu3xnNpsN+/fvx1tvvYX169fj+PHjuHDhQoX/k6pt7vI53or9Xx2k6Ptu8Qjzli1b4siRI47Xar5h69GjRzF58mQkJSUhPDwchw4dUv3NaHfs2IH8/HxERUWhoKAAxcXF0Gg05dqVn5+vunYBQIsWLRAcHIzmzZsDAAYOHIiMjAxotVrH/0j5nblT3wfY/9VEkr4v0fEuWZUd2DUajaK4uFgMHTpUZGVlNXRZTrt48aJ49NFHRWZmpmPYzZs3Rb9+/UROTo6wWq1i/PjxYseOHQ1YZd1s3Lix3EHdI0eOCCGEmDlzpnj//fcbsjSXfP/992Lw4MGioKBAWK1WER8fL9asWSPbd+YufV8I9n+19X8p+r7bbCG5ww1bV65cCZPJhNTUVMew6OhopKamIiEhASaTCSEhIRgyZEgDVll/0tLSkJycjBs3bqBjx44YO3ZsQ5fktC5duuD555/H6NGjYbFY0KdPH4waNQr33XefLN+Zu/R9gP1fbf1fir7Pm6sSEZEiuMVJDUREpH4MJCIiUgQGEhERKQIDiYiIFIGBREREisBAIiIiRWAgqdy4ceNw9erVOv/PwYMHERERUeP8HnzwwUqntWvXLsft52NjY5GRkYELFy6gW7duNU6TyBXs++7HLS6Mbcz27dtXL/9TVwMHDsTAgQMlnw9RGfZ998MtJBVLTEwEADz77LM4dOgQYmNjERkZiaFDh2LLli0V/ufSpUv46quvEB0djREjRuDxxx/H3//+d6fn+/e//x3Dhw9HVFQUvvrqKwDApk2bEB8fX08tI6oe+76bkuxGRySLdu3aCaPRKAYOHCi++OILIUTp/c0ee+wx8e2335b7H7vdLmJiYkR2drbj/zp06CCMRqM4cOCACA8Pr9X8VqxYIYQQ4vTp06Jnz57CaDSKjRs3iokTJwohhIiJiRGff/65+Pnnn0XXrl0laDUR+7474i47N3D27FmYTCaEhoYCKL2/WWhoKL7++uty+7E1Gg3effdd7NmzB9u3b8fZs2chhEBJSYlT8xs1ahQAoF27dggKCsJ3331Xf40hcgL7vnvhLjs3UNnzRoQQsFqt5YYVFxdj+PDhOHnyJDp27Ihp06ZBp9NV+myW6nh4/N5thBDQ6bheQw2Dfd+9MJBUTqvV4p577oGnpye+/PJLAEBubi6++OIL9O7d2/E/VqsV58+fR1FREV555RUMGDAAhw4dgtlsht1ud2qemzdvBgCcPHkS58+fR5cuXeq3UUS1wL7vfhjvKjdo0CDExsZi2bJl+Nvf/obFixfDZrNh0qRJ6NWrl+N/Ro8ejSVLluDxxx/HE088gTvuuAP33nsv7r//fpw/fx56vb7W8/z5558xbNgwaDQavPPOO7jrrrukah5Rldj33Q8fP0FERIrALSQq54MPPsC2bdsqHTd+/HgMHTpU5oqI5MG+3/C4hURERIrAkxqIiEgRGEhERKQIDCQiIlIEBhIRESkCA4mIiBTh/wOha5WlzX3boAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x432 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 489.475x216 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x288 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504.225x216 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## FaceGrid example\n",
    "# https://seaborn.pydata.org/generated/seaborn.FacetGrid.html\n",
    "#sns.set(style=\"ticks\", color_codes=True)\n",
    "tips = sns.load_dataset(\"tips\")\n",
    "bins=np.arange(0, 65, 5)\n",
    "g = sns.FacetGrid(tips, col=\"time\", row=\"smoker\")\n",
    "g = g.map(plt.hist, \"total_bill\",  bins=bins, color=\"r\")\n",
    "g = g.map(plt.scatter, \"total_bill\", \"tip\", edgecolor=\"w\")\n",
    "\n",
    "g = sns.FacetGrid(tips, col=\"time\", hue=\"smoker\")\n",
    "g = (g.map(plt.scatter, \"total_bill\", \"tip\", edgecolor=\"w\").add_legend())\n",
    "\n",
    "g = sns.FacetGrid(tips, col=\"day\", height=4, aspect=.5)\n",
    "g = g.map(plt.hist, \"total_bill\", bins=bins)\n",
    "\n",
    "#palette=pal\n",
    "kws = dict(s=50, linewidth=.5, edgecolor=\"w\")\n",
    "g = sns.FacetGrid(tips, col=\"sex\", hue=\"time\", palette=\"Set1\",\n",
    "                  hue_order=[\"Dinner\", \"Lunch\"],hue_kws=dict(marker=[\"^\", \"v\"]))\n",
    "g = (g.map(plt.scatter, \"total_bill\", \"tip\", **kws)\n",
    "     .add_legend())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "6OBu_6kO6Wsp"
   },
   "source": [
    "## Seaborn line plot (replot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "colab_type": "code",
    "id": "Ea5XsDAQvjuq",
    "outputId": "53cdc701-3dba-4af0-c28d-c124b7e1a8f4"
   },
   "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>align</th>\n",
       "      <th>choice</th>\n",
       "      <th>time</th>\n",
       "      <th>coherence</th>\n",
       "      <th>firing_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>838</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>280</td>\n",
       "      <td>6.4</td>\n",
       "      <td>27.583979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>839</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>280</td>\n",
       "      <td>12.8</td>\n",
       "      <td>28.511530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>840</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>280</td>\n",
       "      <td>25.6</td>\n",
       "      <td>26.470588</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>841</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>280</td>\n",
       "      <td>51.2</td>\n",
       "      <td>30.813953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>842</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>28.384913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>843</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>300</td>\n",
       "      <td>3.2</td>\n",
       "      <td>33.281734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>844</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>300</td>\n",
       "      <td>6.4</td>\n",
       "      <td>27.583979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>845</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>300</td>\n",
       "      <td>12.8</td>\n",
       "      <td>28.511530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>846</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>300</td>\n",
       "      <td>25.6</td>\n",
       "      <td>27.009804</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>847</th>\n",
       "      <td>sacc</td>\n",
       "      <td>T2</td>\n",
       "      <td>300</td>\n",
       "      <td>51.2</td>\n",
       "      <td>30.959302</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    align choice  time  coherence  firing_rate\n",
       "838  sacc     T2   280        6.4    27.583979\n",
       "839  sacc     T2   280       12.8    28.511530\n",
       "840  sacc     T2   280       25.6    26.470588\n",
       "841  sacc     T2   280       51.2    30.813953\n",
       "842  sacc     T2   300        0.0    28.384913\n",
       "843  sacc     T2   300        3.2    33.281734\n",
       "844  sacc     T2   300        6.4    27.583979\n",
       "845  sacc     T2   300       12.8    28.511530\n",
       "846  sacc     T2   300       25.6    27.009804\n",
       "847  sacc     T2   300       51.2    30.959302"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 811.1x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 811.1x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dots = sns.load_dataset(\"dots\")\n",
    "display(dots.tail(10))\n",
    "sns.relplot(x=\"time\", y=\"firing_rate\", col=\"align\",\n",
    "            hue=\"choice\", size=\"coherence\", style=\"choice\",\n",
    "            facet_kws=dict(sharex=False),\n",
    "            kind=\"line\", legend=\"full\", data=dots);\n",
    "\n",
    "sns.relplot(x=\"time\", y=\"firing_rate\", col=\"align\",\n",
    "            hue=\"choice\", size=\"coherence\", style=\"choice\",\n",
    "            facet_kws=dict(sharex=True),\n",
    "            kind=\"line\", legend=\"full\", data=dots);\n",
    "# hue=\"choice\" (line con colori diversi)\n",
    "# style=\"choice\" linee con stili diversi (diritta vs tratteggiata)\n",
    "# size=\"coherence\" dimensione della linea\n",
    "# facet_kws=dict(sharex=False) mette a fuoco il contenuto del grafico  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "kSZZD3kB_5Lh"
   },
   "source": [
    "## Seaborn Statistical Estimation and error bars (replot)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 545
    },
    "colab_type": "code",
    "id": "JXVmfp7n6l8T",
    "outputId": "caa48d3c-f1b5-4bb0-836d-d5f507143556"
   },
   "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>subject</th>\n",
       "      <th>timepoint</th>\n",
       "      <th>event</th>\n",
       "      <th>region</th>\n",
       "      <th>signal</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>s13</td>\n",
       "      <td>18</td>\n",
       "      <td>stim</td>\n",
       "      <td>parietal</td>\n",
       "      <td>-0.017552</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>s5</td>\n",
       "      <td>14</td>\n",
       "      <td>stim</td>\n",
       "      <td>parietal</td>\n",
       "      <td>-0.080883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>s12</td>\n",
       "      <td>18</td>\n",
       "      <td>stim</td>\n",
       "      <td>parietal</td>\n",
       "      <td>-0.081033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>s11</td>\n",
       "      <td>18</td>\n",
       "      <td>stim</td>\n",
       "      <td>parietal</td>\n",
       "      <td>-0.046134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>s10</td>\n",
       "      <td>18</td>\n",
       "      <td>stim</td>\n",
       "      <td>parietal</td>\n",
       "      <td>-0.037970</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  subject  timepoint event    region    signal\n",
       "0     s13         18  stim  parietal -0.017552\n",
       "1      s5         14  stim  parietal -0.080883\n",
       "2     s12         18  stim  parietal -0.081033\n",
       "3     s11         18  stim  parietal -0.046134\n",
       "4     s10         18  stim  parietal -0.037970"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 786.6x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Average Line statistical estimation\n",
    "fmri = sns.load_dataset(\"fmri\")\n",
    "display(fmri.head())\n",
    "sns.relplot(x=\"timepoint\", y=\"signal\", col=\"region\",\n",
    "            hue=\"event\", style=\"event\",\n",
    "            kind=\"line\", dashes=False, markers=False, data=fmri);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "gmChwh_RB3Wj"
   },
   "source": [
    "## Seaborn Statistical Model estimation (lmsplot)\n",
    "\n",
    "* [Seaborn lmsplot](https://seaborn.pydata.org/generated/seaborn.lmplot.html#seaborn.lmplot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 545
    },
    "colab_type": "code",
    "id": "6gon09VgAj9v",
    "outputId": "9de4d8b5-e503-4412-94b8-dd87127459ce"
   },
   "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>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   total_bill   tip     sex smoker  day    time  size\n",
       "0       16.99  1.01  Female     No  Sun  Dinner     2\n",
       "1       10.34  1.66    Male     No  Sun  Dinner     3\n",
       "2       21.01  3.50    Male     No  Sun  Dinner     3\n",
       "3       23.68  3.31    Male     No  Sun  Dinner     2\n",
       "4       24.59  3.61  Female     No  Sun  Dinner     4"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 777.475x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# logistic = True # logistic regression model\n",
    "# robust = True   # Robust regression model\n",
    "# fit_reg = True  # linear regression\n",
    "# scatter = True  # plot also the points down\n",
    "tips = sns.load_dataset(\"tips\") # same as  pandas.read_csv()\n",
    "display(tips.head())\n",
    "sns.lmplot(x=\"total_bill\", y=\"tip\", col=\"time\", hue=\"smoker\",  fit_reg=True, data=tips,scatter=False );\n",
    "#sns.lmplot(x=\"total_bill\", y=\"tip\", col=\"time\", hue=\"smoker\", robust=True,data=tips);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 465
    },
    "colab_type": "code",
    "id": "w0c5CSskSIpS",
    "outputId": "9db84c8d-bbe5-4dc1-edf8-c98e7d111c10"
   },
   "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>dataset</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>I</td>\n",
       "      <td>10.0</td>\n",
       "      <td>8.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>I</td>\n",
       "      <td>8.0</td>\n",
       "      <td>6.95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>I</td>\n",
       "      <td>13.0</td>\n",
       "      <td>7.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>I</td>\n",
       "      <td>9.0</td>\n",
       "      <td>8.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>I</td>\n",
       "      <td>11.0</td>\n",
       "      <td>8.33</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  dataset     x     y\n",
       "0       I  10.0  8.04\n",
       "1       I   8.0  6.95\n",
       "2       I  13.0  7.58\n",
       "3       I   9.0  8.81\n",
       "4       I  11.0  8.33"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ans = sns.load_dataset(\"anscombe\")\n",
    "display(ans.head())\n",
    "ax = sns.regplot(x=\"x\", y=\"y\", data=ans.loc[ans.dataset == \"I\"],  # II\n",
    "                 scatter_kws={\"s\": 80},\n",
    "                 order=10, ci=None) #ci=10"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "_OQRVxPAHJDb"
   },
   "source": [
    "## Seaborn Categorical Plot (catplot)\n",
    "* [Seaborn catplot](https://seaborn.pydata.org/generated/seaborn.catplot.html#seaborn.catplot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 545
    },
    "colab_type": "code",
    "id": "6Dejb1i5DFf0",
    "outputId": "310be52f-55d8-4670-b13b-564b27701940"
   },
   "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>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   total_bill   tip     sex smoker  day    time  size\n",
       "0       16.99  1.01  Female     No  Sun  Dinner     2\n",
       "1       10.34  1.66    Male     No  Sun  Dinner     3\n",
       "2       21.01  3.50    Male     No  Sun  Dinner     3\n",
       "3       23.68  3.31    Male     No  Sun  Dinner     2\n",
       "4       24.59  3.61  Female     No  Sun  Dinner     4"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 417.475x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tips = sns.load_dataset(\"tips\") # same as  pandas.read_csv()\n",
    "display(tips.head())\n",
    "sns.catplot(x=\"day\", y=\"total_bill\", hue=\"smoker\",\n",
    "            kind=\"swarm\", data=tips);\n",
    "\n",
    "# kind swarm perchè si vuole raffigurare tutti i total_bill (conti) del giovedi\n",
    "# by drawing a scatter plot that adjusts the positions of the points along the categorical axis so that they don’t overlap\n",
    "# Domanda: perchè ci sono più punti a total_bill=10 day=Thur. Perchè ci sono stati molti conti a total_bil=10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 364
    },
    "colab_type": "code",
    "id": "CYc3GhAwHTuz",
    "outputId": "32447991-ed7e-470a-a180-7a9526b625a0"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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GpZEC9Yao5LFUsn/PaTzq96qzgUxAldRYVBojpsIy5fSOzo0hhLUgc10BsNFSmdmmpZ4D0OGwHjchwgxRSYuMHXEV1tS1EZu71jP1e9XZQCagSjM3ZE0C9fX/gNY0DbKcNGp6eEylMJkYir5ZsWujknF/pVevd/cXIZkBXWmYyIRC1lsqXFSsYV6LSmZCX8b9ZdeustFanqiqqt98Rk1P/R9zrchxdxFiex0Se0TWu6gIomvWMTJLJRQKWn4MzKLjQ9TMZV6LSuZiIun/7LvAGq2NPLOmSLqjcyNYV7Ui11IRbLNUGqn1fSgUAma4voB0TIUQy2MqmqYZ93qjdLRoFOa1qBgXU1ZMpRbuL7sCudVgHG86/boRhLBW5H6fxMY+b/UrIjMJBgP5RYUQCKLLcvdX9n3eiH346pl5LSqaxi6sjKViV0fZRmvOyERFb+dOGya5oBZksgqRturs3TQ0QoQgFArOyvwyEFwIh611f2ULf6O0SWoU5rWopDIRTWOTZ1fQLvuiboSdUsZSobZ3dG409HOVvqCInfGndNaXTatVSiqVwtRUGLSIqASC1opK9qaIxwfNZV6LSralQgxLxR5RkWXZuPkbIT4x0/3Fb8TCKIqcebLbaKnM3hDVp80SiegV80R05/09FV26e8xCsrMXeSajucxrUckISMb9ZdeNKMsyXJKQ/nP9WyrMsiKE6s03uagURLc8WV8pAbLNlig1rG5bly0ZltlVyP1FRDciU2FL45vZLueEjRNf5wPzWlSMnV2WpthpqThFmv4zt1SOJXQBZu4v+wSYPYQpyf17vREK6VZIIUuFiG5ommZpAWQioQuJSDN/5pjDvBaV/FaJXaKShEQBgZKGeEAbcR9KbS3oa0SyLU9iowCzTRI1UovrU1SC6XhJoZgKE5ughXGVeNo6aXIIxp855jCvRYXdhCTLVLErUC/LMgQCiA0jKrnuL7kB0qBrhSzLmX7qVLAtZZxZJqzjff1aKsz9VSCmIrECSOviKtPTesPKVgflomIylovKd7/7Xdx+++0AgH379uGjH/0oLr30Unzta1+r+W63lj5nRVEgUkCktCHqVLI7OoNQqNxSKUiOO9PGQL0hKsTepJNyCQYDoIIDhIp5f8/EJhCwUlSmAQCtLgGJZLLmz6JjCUtFZfv27Xj88ceNv/+f//N/sGHDBvzlL3+Bpmn4/e9/b+XyJTD7prPLUkkmkxCJ7tNtDEsl0ycNhPLWFkXQg8CZQL2iyLZcV8zdVe+WSiAQAJHyWymAPa1aotEoAKDNqSfL8Fb75mGZqASDQdx///246aabAABDQ0OIx+M488wzAQBXXXUVtmzZYtXyJZG50Wvh/kpCpKRh3F+sQIyAgBAK1aYi0UYkW1RAhZyWIFaipnvei8TeQt5yCQQm81bTMwgRIEjWphVHoxEAQLtbyPk7p3osE5Wvf/3ruO2229DS0gIA8Pl86OrqMn7f1dWFsbExq5YviTyaYhuynIRASdpSqf/sr4z7S7dUUqzBJGcWyWQya/65kPmZxTAREam9HbfLZTIwWTCeYiC4dfGxiEgkApcowCvpj0AuKuaR36lZJX/4wx+wePFirF69Gps2bQKQ3wKopOFdR0dT1cfH8PtnX9itrW50dTWbtkYhUqoKieq7SkI0W9asBq833aI8q6NzR4cXgiDU8KjqE0XNsjypfn5aWhxYsMDa75h9R0xUPB6p7q6rVCqFqXAI4oLFxV8ouBAOhyw7flmehtdB4UmLCiFy3Z2rRsUSUXnmmWcwPj6Oyy+/HKFQCLFYDIQQTExMGK8ZHx9Hd3d32Z/t90dMC0AGAtH0nzKmSjAYw/j4lCmfX4x4PAHBQSCQFKLRaVvWrIZgMH2uCAU7V6OjQTgcjsJvmqfE4wmjQwOzVEZGJqEoltxuBoGAvttOPycRDEbr7roKhYLpavrC7i8AoJIb4xMTlh3/+LgfbgGGpTI05DN1rfksUJZc5b/4xS+MP2/atAmvv/46Nm7ciA9/+MPYtWsX3vOe9+CJJ57A+eefb8XyVWGXy0BRZEguFlOpf/eXEVMhxJgoqP+Mi8pM5GTSsOaQznCyx/2lX7uSYO8Yh3JgcRIieoq+johuRIJTepakaP5jKhwKoslB4XXo35MdQ8HmC7bWqdx3333YuHEjPvShD2F6ehrXXXedncvPIrf1vb1BFVmW04H69EOozsk8oOwfaNZIaJqWbraZa6nYUbXN4l7M/VWP3w9LE6ZFsr8AllasWTZXJRwOoUmikCiBSxQsn98yn7DWHoee5XXVVVcBAN71rnfhj3/8o9VLlky+7C+7LJWkLEMUBEiUINwQlspsAa7Hh1atkWVZzwAxih/1WyyRsL5pIfs+JENU6q/2ImOpFBcVmrZkAoFJtLd3mHoMiqJgKhJBU7sXANDkoLZMmpwvzOuK+oyAZHcptl5UUqkUUqkURKK7vxphnoqRnkoo2GXDRWU2GYskbanUQlQawv1VPKbC6lisSCtmVklz2vXVJFmzznyFiwpg++6biYgkNFKdSmZELuGWSkEM8ZhhqdjRXn22pVJ/308gMAlBchtxuUJYWVXPPnMipmL32DSaHQKCAb/p68xX5rWosJuOZI0TtqMJH3vAiJRAahhLJQUQmnOu6rUOopZkLJJcS8WO/lLM3SVQffV6FJVgMADMVaMCNqueWmJBBIN6/Ut/OIm/j02j2UkRDIV43ZVJzGtRyVQcZ9JkbbVUKIEkENvnbVSCqqpZdUX1uxOuNaxRITtXhEoAgHh82vK12fchEAKBkrr8fgKB/LPpZ0IIgSC5LYl1MEsl7SVEi0OAoiiIROor/bpRmdeiYtx0Nru/WAqx3lBS3/HXe0M7VVUyLgvDUqm/h1atyYhHrvuLNTC0EnbtUqK3v6/XQH3BMcIzEVyWVNVPTvohUGI03mxx0vTPravgn0/Ma1HJbj3CHph2PNyTST2G4hCI4f+u91oVVU1lai8MAebur5kY4mG0aaGggmRYMFaiqioIdEGpR0tFVVVEIpG5W7SkIRbNqp+c9KPFKRq635puKjk5yeMqZsBFBfqNb2ftRU5MJW2D13tcRbdU0g9KZBc/crJh3W+zby0iSLZ0wVVVFUJ6k6JbKvUlKnrWlVa6qIhuS2Iqk5MTaHVk6tJaDUtlotBbOGXARQVI97Ni8+Ktz8TKianQRhEVNctS4SnFhTAskqxiWkIdtoiKoiiGqAg0a1xBncDiI7RkUXFhOhY13Xvgn5gwhAQAPBKFSAn8fi4qZjDPRYXNXReNymc7BmYxSyVbVOyoY6gG/cbOdX/VexyoFkSj0bQrNSMqGpUQsaELrqoqxihhoQ5jKmw88Fw1Kgz2OjOr3RVFQTAUNFxegG7VtbhE+P3c/WUG81pU2CxxQqg+ex2ZeIeVZNepZNxf9S0qevYX6+gqGD/j5BKJTIGKzpyuP4Q6EJmyPrMo1/1Vf98PEwciOEt6PbNozMwACwYD0DQNba7c7tqtDgL/xLhp68xn5rmopF1OVAA7FXYEzBvR/aUoCjT2pDSSGuq/aNNuIpEIIOQ22SSCE1M2pKuqqor05QSB1F/MyxCVki0VZ/p9YdOOgbm4st1fANDmpJjgomIK81pU2DAlki7qI1S0KaaScX+JNOtY6hhFkY24E2zMlGs0pqbCAJ0hKqIT0WjE8uI6VVWNNNn6tFTCoIJUcDb9TIhgvvuLCcdMS6XNJSA8Fa77LMxGYF6LiiwnQbMucEIFWx7ubA1RQMO4v3SxZe4vmvUzTjahUMh4GDKI4EJKVS1PK1YUxbBUKKk/0Z+aChvWRymw105NmWepjI/7QICcmAqQmVWfPfOJUxnzWlQSiUTOrolQ0ZaHOwvKN5r7KzMjRMj8jJNDOBya5d5hD0erZ3bolor+Z6EOLRXdiitdVEBEECpgysR41MTEOJpdojEegMEsF+4Cq555LSrJZNJ4QAIAiGBLFhabpUJJ44hKUs52f9mXKddIyHIS8fh0HlEx342TD1VVckSl3kQ/HA4DJQbpAb1VCxVdplsqbQ4y6+cZUfGZttZ8ZV6LSiKRACFZ/l0q2uT+SkAS9FPfMKKSTM7K/qr3Y7YbljI7sw7Dyo672WS7vwRCoNaZqExFpkrO/DKgDj35wSQmxsewYEY8BdDb4AuUYHycWyrVMs9FJQ6NZF9ggi0T+pLJpGF+iw0SU9GturQAUyYq3FLJptAAKiYyrDuuVeS4vyig1Fn2VzQaARHKHD9NHaY1epRlGcFQaFaQHtBrVdpcIsbHuaVSLfNcVBIZlw4AUBFxG9xfyWTSCNCLRC+Tq/ddv5xMGhaK3taG1L0Q2g3rHUWkGfPXqQQqSJY3LMypqCcESh0lUshyEoosly0qRHCYlo7t909A07S8lgoALHASjI+PmbLWfGZei0o8Hs/svqEH6u1oUZ5MJiEZxekEokDrXlSSyUTOuaJU5OmXM2CiwkbhMgghIJIHAYsHQSlyEmK2pVJH7i/WE60SUYlFzcmaY/GSgqLiEjDBLZWqmfeikpMzT0VbAvXJZMK4+QE9rlLvD+iknATJSmogNp2rRmJy0q/XYQjS7F8Kbsv99bIi51oqdZRIYYgKLV9UpqejptT4+Hxzi0psehpRG1rqHMvMa1FJJOKzUooTNkzo02Mqmb+LQn1Pf1QUBSlVzbFU7BLgRmJ83AciNeX9HZW8lqerKrJsxFRESurKUjGGl1UQU0mlUqbcH+PjPoiUoMmR/7HHxIbHVapjnotKAqCZXSWxKftLTiaMrC+g/i0VFjvJyZSzKf26kfD5fCAzXF8MIjUhFotaOqxLURQjAaTe3F+sS3NeK64I7PVmdHn2+cawwC0aTTdnssAtpF/HRaUa5q2oaJqmu3RmBOpVVbH8ZkzMEpX6DtQb89WzLRViT/ypUUilUpjwj4M4ClgqDi8AWBoIluVMoF4kpK46HhjdBGiZomKMYzZDVEawwJlfUIBsS4UH66th3opKMpkANA0Qci0VAJanFScTmewvQBeVet71M1GZGX+K2+AqbBRCoSAUWQYtKCrNAKzdBSuKbCSAiJRAUVXL+42VSuYaqkxUqrXwNE3DuM+HdlfhvmNOgaLJKWJsjItKNcxbUWEP8VyXjpjzO6tI5nF/2VEfUynMIpkZf7Jj7nqj4PPpDyIqNef9PU3HWsbGRi07hmS6UwOgi4qmaXXjAmPXysxmkpqmISVPI5UIIxnomS2Cgpjz/koJhYJIyjLa3fmD9Ix2J8G4z7rvaD4wb0Ul3+7bNkslOdNSIUg2gKWSbdWBStxSyWJ0dAQACloqRJAgSG7LRCWVSkFRFGOzIqWfnfUSqzPuqRmiIgd7oMkRaGoCidGdkIM9Ob9nlkq19yQ773OKilvA2NhIVWvNd+atqBjWSB5RsfJhqcdyZDiyLRWB1LX7K7PLzHYVSjymksXY2AgIFWYXPmYjNWF0dNiS9Zl4sM1KZqJo/YgKoaLR6oehTA0X/Xtmo1fd/WGISoF0Yka7S0AwFKprz0G9M49FJX+cALBWVJLJJDRNgyPLUnHUuahk3F+58adEIl43PvtaMzIyAupomvXQzIY6mjEyYo2oMPEwLBWjp1x9PBzj8TiIkCeeoSnF/07MuSfHxkYhEILWOUSlwy0ar+dUxrwVlXwZTWbtikpZN1tUnEJ9x1TyWiqCA5qm1bUY2snQ8FEQqaXoa6ijBdFoxLReVtmw64dZKuz6qpfvZ1bz1hIx6570+UaxwC0aQ8wK0ZF2j3FRqZyi3/KqVatA8nwJmqaBEII33njDsgOzmlpZKmzX75xpqSSTSKVSoLT+dN5IBxVmn6vp6RhcrtLGwx6ryLIM/8Q4pPZTir6OOnTRGRkZxsqV7zT1GNj1zNyqTFTqJe6l14QVtxLyYjQvrU5URoaH0OGa+95qT1sqLEbGKZ+iorJ582a7jsN2igXqrWyUaIiKmGupsGPyeIr45GvE9HQs7Q/PatOSroyOxWJYsKC9VodWF4yNjULTNFDnHJaK0zpRYdczu67qTVSSyYThyioHQigIra7QNpVKwecbw/GL52677xAIWl0iF5UqKPot7927t+iblyxZYurB2IkhHDmiwgqtrLsRWWWwU8jsmlzpni3T0yd8LbIAACAASURBVLG6FJVYLAY6oxKaZFkq852RkSEAAHW2Fn0dkbwgVMTw8JDpx8BclExM2PVVL8kUszqCl0G1E1knJsahqCo63aWJWoeLGt8pp3yKnuVHHnmk4O8IIVizZk3RD3/ggQfwl7/8BYQQXH311fjMZz6Dbdu2YePGjUgkEvjQhz6E2267rbIjr5K8xVg2pBQzUXHlsVSi0Sg6OjotW7tSpqenZ1VCs8aAvFYFhkiwAsdCEEJAHc0YHj5q+jHEYnrDRldaTNj1ZUZ7EzOIJxKz0olLpdrmpez76fSUJmqdHgH/GBk23Pyc8qhYVObi9ddfx6uvvoqnnnoKiqJg7dq1WL16Ne6880488sgjWLx4MT73uc/hpZdewgUXXFDxOpViWCPZLp20qW2tpaLf/O6sjpLudBk0+129MT0dm91eQ5Ayv7OQoaGj2LMnE7traWnFueeeX1c3+/DwEARn06zCvnwQRwuOHrVCVPTvwS3p54VZv/VyTVUaqAcAEKEqS4VZHV0lWipdbhHxxBQCgUm0t3dUvO58pehZ/va3v42vfe1ruOmmm/L+/ic/+UnB977vfe/Dr371K4ii3vZAVVWEw2GsWLECy5YtAwCsX78eW7ZsqZmoUEGa9XCyeqYKy/zJtlTcIrNU6rPldjQWm7XLZJaK1Tvh3//+N3jzzT05Pzv++BOwdOkyS9cth6NDR4E5Mr8Y1NmC4Hg/pqen4Xa7535DibBrx2WMqQYESoyW87VGn8dTYUJHlc1Lh4eH0OQQjM3bXHR5xPT7jnJRqYCiorJ69WoAwKWXXlrRh0uShB/+8If4+c9/jssuuww+nw9dXV3G77u7u8vus9PRkb9iuXyUvB1TqSBB0xR0dRV3ZVRKKpWEQAn2T8QBQnDmQjc8Epv9bt261ZCIT8+ag8HOHaWqZcesqiqOHD6EVQtdWHtiCwJxFQ++4cfoaD9WrTrVkjXLRVVV+MZGILSdXNLrWdwlHg9i+fJuE48jAYdAjZRiQgi8DgGKEq+La0pOJkEclVoqIjSt8uvMNzaMrhJdXwDQ5dWPMxSaqItz12gU/ZYvvvhiAMCVV16JQCCA3bt3QxRFnHHGGWhpKW1nduutt+LGG2/ETTfdhL6+vlm/L9eN4fdHkEpVX3AXCITzd0wlEkKhKYyPm19LAAA+nx8eScDffbqL7cyFbnjSrorhYZ9l61bD1NQUCJ0R6yECQCjGxyctO+a+viOIxmJ4x7IWSAJBl0dAs1PEjh27cNZZ51myZrmMjAxDVVVIjtLuByH9urffPoQFCxabdhw+n3/WTtwtEkxMWPf9lEM8EQd1VhaoBxUwNRWt6N+RSqXQ39+PVV2lC5pXomhyiDhwoKficzefxaikM/3iiy/iq1/9KlauXIlUKoWBgQHcf//9eO9731vwPYcPH0YymcQpp5wCt9uNNWvWYMuWLRCEzIXl8/nQ3W3ebq0cpqdjeVMcNSJa6tKZmgrDK+UKqSQQOASKqana3/z5mI5PgzTPsFQIARUkxGLWuQr37n0TAPCONoex5gmtIt7e+2bd1PSwtitzpRMzSLrq3uzK+nA4hKYZ15VXJAiFgqauUwmpVAqqokCoIlAfr9D9NT7uQ1KWsdBbnquxy0NxdLC/ojXnOyXdlQ888AB+/etf49e//jUeffRRPPTQQ9i4cWPR9xw9ehR33XUXkskkkskk/vd//xfXXHMNent70d/fD1VVsXnzZpx//vmm/EPKJRbLE3wGAEGyVFRCwSA84mzrzOsQEA6HLFu3UhRFgSLLeV2FRHBYGgje/fddWNwkodmR2YisbHciGouhp+egZeuWw/BwWlTmyPxiEEJBnc2mpxWHggE0SRS7x6axe0wX+iYHRSgYMHWdSshbaFwO6ZZAlXD06CAAoNtb3toLPSKGhoeQSqUqWnc+U9KZJoRg5cqVxt9PO+20OXs+XXDBBdizZw+uuOIKCIKANWvWYN26dWhvb8ctt9yCRCKBCy64AJdddll1/4IKiUajeWc7ECohYmFwMxwOYomDIpRQc37eJKEudpUzYaJBqAQ52AsAkNreof+SSpZlfwUCkzh8pAcXrfDm/PykBQ4IlGDnztdx8snvsmTtchgdHYYgucsak0sk83uABYIBLGym+HtaUM5c6EazgyLoD9XcqsvXvLUcCBGRiFdmqQwO9oMQoNtTpqg0iZCHYxgbG8XixcdVtPZ8peiZDgb1h9y73/1u/OxnP8M111wDSik2bdqEs88+e84Pv/XWW3Hrrbfm/Gz16tV46qmnqjhkc4hGoyDSwlk/J4ITsag1Q3o0TUMoHMY7FznyiApFIDBpybrVkJktLkEOHgGQJSpEtCy76PXXtwMATuvMzRhyiRQnLXBgx+vbcc01n6y5C2xkZBgoMJe+ENTRjPGJg1BVNccdXCmJRALRaBStnU2YmM40ZGx1ClBVFVNTYbS2tlW9TqXkHfJWDlREosLGmIODA+hwSzm99kphUdqyGRwc4KJSJkW/5bPPPhuEEMMq+f73v2/8nRCCr371q7YcpNlomobYdBSSS7dUsnfgRHAgkYjr877FCm+CAkSjESiKghaHG0PIHfXa7KTom6xHS4U1k5y9E9fdX+ZbKpqm4eWXX8KSZgmdeXaYp3e5cGB/CHv3vol/+qczTF+/HEZHR0AdszcnxaCOZqRUFRMTPixcWH2wfnLSDwBodeYKbGs6MD4xMVFjUUnH3aqIqciyXJEID/T3YpGn/I1Hl0efZT8w0If3vW/uDTQnQ9Fvef/+/XN+wObNm/HhD3/YtAOyg1gsCi2VAhH0XbAcyuzAiaD3B4pGI6bfiIGA7t9udsy+yJsdAqbjEcTj8bpq0GjETPLEVEAlRKPm++yPHDmMoaGj+PBJ+eMU7+xwwuMQ8NJLL9RUVGKxKGKxKJxN5WX6sDn2Pp85osJmqi+Y0da9zZi57sOJJ55U9TqVUukoYUamfdI0vN7SrcJIJAL/pB+rji+/DEGkBN1eEQMDvWW/d75Tte/gZz/7mRnHYSssy4qIsxvMsZ+Fw2HT1w0E9B1li3P2aWe7TPaaeiETU8lvqVhRKPrCC8/CKVL8U1d+cRUpwapuJ3bv3mns0msBGyFMCowQLgQbOczeX/1x6HPvF8yYarjAEJXazlzPNzqhHIjRvaG8a20wnb21qKkyC2mRV0B/Xy+fGVQmVYtKI55wFhAn4uyHFvuZFZlYfj8TldkmPPsZe029YDwQ8mV/UQnJZAKqqs76XaUEAgG8/vp2nNHthFMsfHmetdgDTdPw/PN/MW3tcmEPc+rwzvHKXIjoAqGiaQ/7kZFhOEWKphl1KqzjrlWDwUolOy5XEbQyUenr0z0Qi5sqW3dxk4SpSKQuY531TNWiUk89mEolmE6zJOLs3HWa/lnQglRMv38ClJC87i/m/67lzjsfc1kq2a8xg+ef34JUSsXZxxXv1rzAJeCUDidefPH5mnVK9vvHAQBUKlNUCAF1eOH3T5hyHMPDR9HlFvLei51uiuGhQVPWqRQj7lalpVLuddbf34tWlwhvie1ZZrI4beH09zeeC+z222+vmRep9tVjNYDtPGgeUWFCMzlp/u7E759Ai0sAzXPztzgpKNHbdNcT0WgUICRvkDVzs5vzUI9GI/jrC8/i1A6nMSypGOct8yIej+OFF54zZf1ymZiYABWdZaUTGwge+Mar/641TcPRowMF25B0e0QMp6v+a4WxMankPKHyPnN9vUew2Ft5dt0irwQCoK+v8USllpib3tQg+P0ToIIj70VOqAgquYxdqJlMTPjQlsdKAQCBELQ4RdN2r2YRi0X1c5VHCDM3uzmWynPPbUE8kcAHTitt6NdxTRJOWuDAli2bcckll9qe4BAI+PNau5qmISVPAykZyUAPpLYTZ50/Knng91fv/goEJhGNRrF4Uf64zuImEcpQDCMjwzVrwhmLRdND3irbw1ZiEcdiMfjGfXj3ivKsyGwcAkGXVzLcaFYQjUZxxx13oL+/H5RSnHbaaVi3bh1+8IMfoLu7G4cOHYLb7cYtt9yCRx55BL29vVizZg3uvPNOAMDvfvc7PPLII6CUorOzExs2bMA73vGOnDU2btyI/fv348EHH4QkSbjvvvuwY8cOqKqKU089FXfddReamppw8cUX4/TTT8eBAwfw5S9/GR/84Acr+jfNy5jKxMQ4iFTYvUJEjyUWw7jPhwVFRpq2OgnGTQremkU0Gi28w0z/3IxalUgkgmeffQandDixyFu6m+SC5V5Eo1H87//aH1vx+/2AMFtU5GAPNDkCTU0gMboTcrBn1muI6EYsGoEsy7N+Vw6ZuEH+/SE7l1Y+GOciGo2C5kmKKRViXGeld/FmLqvjmiuM46Q5rklAf98Ry55zzz33HKLRKJ588kn88Y9/BKB3I3nzzTfx+c9/Hlu2bEFHRwcefvhhPPTQQ9i0aRMeffRRjI2NYfv27fjpT3+KX/3qV3jqqafw4Q9/GF/4wheMY9U0Df/xH/+BoaEh/Pd//ze8Xi8efvhhCIKATZs24amnnkJ3dzfuu+8+43hWrlyJP//5zxULCmCCpbJ+/fpqP8J2RkdHQYoUrBGpqezuyXORSCQQngpjQXvhndMCl4DeGmfqzCQWixb0hVdysxdiy5bNSMTjuPDU8kYTL2txYGW7E39+5mlcdNG/wOOpfGdaLoHAJKjUNevnytTwrL87FqzM+RlNb2qCwQC6uirvf3f4cA8EQrCoQDC60yPAKVIcOdKD886zf8QEkL4+8sTkSoZKAAgikfJFpdIgPWNxk4TdY9bNVnnPe96D+++/H5/61Kdwzjnn4NOf/jQmJyexdOlSnHqq3ol7+fLlaG5uhsPhQHt7O7xeL0KhELZu3Yq1a9eivV2/Z6666ip8+9vfNub1/PKXv4Tf78cTTzwBh0M//y+++CKmpqawbds2AIAsy+joyPy7zjrrrKr/TUVFZS7BePrpp3HDDTdUfRB2oqoqJibGIbQVztunjmZM+gchyzIkqbqLkjE+nk77dBX28ba7BOweCyORiMPprI9alalI4QeCWYH6UCiE55/7M07rcmJhGVYK4+IVXjz090n85S/P4Mor/5+qjqVUVFVFJBKBo3P57F9qSvG/I5NlGAoFqxKVnp6DWNQkQqL5E2YoIVjaJOLQoQMVr1Et4akpw6qtBEIIqOg0ZhGVQl/fEbRVEaRnHJcVrLdCVJYtW4bnnnsOr732Gl599VV85jOfwV133WWIACNfIXY+60nTNCiKfr29973vxT//8z/jjjvuwO9+9ztIkoRUKoU777zTmGEVjUZzZtWYMc68qKhs2LCh6gXqDZ9vDKqqQHIUnidOHS3QNA1jYyNYujTPQ6OidUcBoGgAmv1ufNxn2rrVEpmaAhHyX2hMVMrZQeZj8+YnoCgyLlpR2U27uEnCqZ1OPPvsn3DJJWvQ0lJ8VrwZ6P9mzSigLRf2vqmpyuuhEokEeo/04L2LiruWlrdKeHHgKCKRKTSVWahpBuFwqOLzxCDlikrv4aqC9IyFWcH6Vauq38XP5NFHH8WuXbtw33334QMf+AD8fj9+85vflPTe8847D9/85jfx6U9/Gu3t7XjsscfQ1taGFStWANDba33yk5/E888/jx/96Ee47bbbcN555+E3v/kNVq9eDVEUsWHDBng8HnzrW98y7d9UVMbf9773Gf+dfPLJWLZsGZYuXYrFixdX7QuuFWw+eLFW5WyQkpljX8fGmKgUsVTSvxsdHTVt3WqJRiMFYyqECKCCVJWoTEyM48UXn8eZC93oKHHcaz4uXtGEZDKJP/3Jnr5yU1N6HVO+AtpSyFgqlddD9fQchKKqOKGtuBXwjjYHNA3Yv39fxWtVg74xqTymAgCgDoTDpYmKHqQfLxhnKgerg/VXXHEFVFXF2rVrcdVVVyESieC6664r6b3nnnsurr/+enz605/GunXr8MQTT+Chhx7K6YdHCMF3vvMdPProo3jjjTdw8803Y8mSJbjyyiuxdu1aaJqG22+/3dR/U0ln/YEHHsDDDz8MABAEAbIs46STTsLTTz9t6sHYwcBAP0CIIRz5oM5mEEIxONiPs88+x5R1R0dH4HUIObPpZ9KRdo2NjY2Ysma1KIqCeHwajqbCDwQilLeDnMmTT24C0VK4YHl1sZBOj4gzul346wvP4tJL11o+BpYJaaUPS2JCksPbb78FgRAsby3uMlzSJMEpUuzd+w+cddb7Kl6vEoxrqLlKS0VwlVyQzCrpq42nMBZ7BfRaVKvi8Xjwgx/8YNbPswPlX//613N+99prrxl/vvbaa3HttdfOev+9995r/HnJkiXYsWOH8fdvfOMbeY/lhRdeKP3Ai1CSw/HJJ5/EX//6V1x66aV49tlnce+99+Kkk2rXS6gaBgb6IDhbinZMJUQAdbaamp8+OjqMjiKZXwDgFClanLWvgGawAHzRB6fgqNiFMzY2gu3b/4azFrmN4s9quHB5E7RUCps3P1H1Z80FE4PKay9EECpUFY/as3sXlrdKcArFryuBEryjVcI/9rxhe7YmuzaqtVSI6CxZVDJB+sL3uKZpmEqomIgp2DESK3peFjWJCIfDlhREH4uUJCrt7e3o7u7GCSecgP379+Pyyy9Hf3/jTUXTNA09PT0gzrkzjKirHb29h00b0jMyPJS34+5MOtwUIyYPcKoU1v8sXzsbA+pEqMI+aU8//QQEQnDusuqDg4DeQHHVQhe2bn3R8nqfagv6AIAKjooz5yYmxjE8MoyVC0pb/+R2JwLBIAYHBypar1KYEBS9hkqACC7EYlEjCF2MgYF+NDtFNDkKb1R2jkxjMp5CVNbwp54p7Bwp3AJmcTp5xO5z16iUJCqiKGJgYAAnnHACdu7cCUVRLGm4aDXj4z5Eo1MQ3HO7RgR3B+LxaVOshnA4jEg0WrDqOZtOt4CRkaG6qP/JPBCKuL9EV0XDxXy+Mbz66st4zyJXzmTHajlvmRdIpfDnP1vrmq22SSIAgEoVN+R84w3dnfGujtIsgJPbHSBZ77MLFjOiVQfqWWLD3K7Wgf5eLJyj3f2ByUTRv2fDGlIODPTNuTanRFH53Oc+hw0bNuDCCy/Ec889hwsvvLCkIV31xsGDeit/wd0552vZa8xIxRwZ0S2PrhIslW6PPo+7HprYMbEo9kCgoguRqXDZFt1f/vIMCIBzlphjpTDaXAJO73Zi69/+aunGp9oZIey95TZJZOzc8RoWNUkltbMBgCaHgOWtDuza+drcLzYR0ywVo9Fr8Q2MoigYHhk2hmwVQk5pRf+ejUukaHOL3FIpkZJE5dRTT8X//M//wOPx4IknnsBPf/rTkjMU6okDB/aBis6iQXoGcTRDkNw4eLD6jBljTnYJotKVvhmGhszLPKuUTDfn2VXjDCK6kUqlysoAi0QiePnlF/FPXc68HZur5ZylXsiKghdffN70z2bE43EQKlTcegQAQERj1kg5TE760XP4EE7pKM/1dkqHE0PDQ7ZeW8xSqVZUaInZciMjw0ilUlhY5kz6uVjoFjDILZWSKHpHBINBBINB3HjjjQiFQggGg0gmk+js7MQXv/hFu47RFDRNw969b4G6u0rqrEwIAXF34a29b1Xtijp6dABuScjbnXgmC9PCc/Ro7XdFgUAAVJCKtiwnFXR1fuWVlyDL8pydiCulyyPixAVOvPjX5yxrpJhMJiofj8ugYk7hWamwUcvvLjBvphCndTlBCPDaa9vKXrNSQqH0NVTluWJ1LnO5Wtl9011BEW0xFnpFjPnGIMtJUz/3WKToN/2Vr3wFr7zyCgDg/e9/f+ZNooh/+Zd/sfbITGZ0dATB4CSci04o+T2idxEiIwMYHBzA8uUrKl57cLAf3Z78rcln4pYoWlz1YWoHApNFe6QBmXYjgcBkSedI0zT87aUXsLTFUbC1iBmctciF3+0L4c03d+PMM99j+ucnk8nqH5REQLwCUdm+bSuWNEtl1/U0OwS8o9WBV7e/jCuuuDqnnsEqQqFQUUu3VLI7EBTj6NFBCISgs0g9WCV0e0WkUimMjIxU/Cy4/Wtfx4Tf/JHhnR1tuPfbdxd9zd13342JiQn88Ic/NH728ssv4xvf+AaefPJJNDWVPx2zEEWvStaP/4477sDGjRtNW7QWvPnmHgC6UJSKkH7tW2/tqfhCSqVSODo4gFVdpT9AF3koBupghsOEfwKYI8CaGRVQWrZVf38vRkZHCo4KNouT2/WRw9u3v2yZqIBU+eCiAmS5vJjKwEA/Bo8O4kMnVnb+Tu924YmDEzh06ADe+c5TKvqMcgiFgkC1hY9Idw8XHHO6v4aGBtHhESEUaFtTKcx1PTQ0WPGzYMIfRKzl/XO/sOzPnTtO9pWvfAXr16/HCy+8gIsvvhixWAzf/OY38Z3vfMdUQQFKjKls3LgRe/bswY9+9CPcf//9OYU0jcKePW9AcLWCOko/gVTyQHAtwJ49f6943bGxESRluayRpou8EkbHRvUHVw3xT4zPOYCKiG4QQjExUZqo7Nz5OighOLXT2t5mAiU4td2BPbvfsOQ8KopSXTwFACEUilJeZ4pt2/4GgZCCo5bn4pROJxwCxSuvbK3o/eUSCASqbtHC0DMNi7tZh44OonuOzK9KaHfrc5DqIdZZCV6vF9/61rdw9913IxaL4Yc//CEuvvhiuN1ufPzjH8eVV16Jf/3Xf8XgoB7//cUvfoGPfOQjuOKKK2YVX85FSWf/iSeewK233opQKIRoNIovf/nL+P3vf1/+v6xGxGJRHDiwD4J3cdnvFZqOQ0/PwYoL/Pr7+wBkGtOVwuIm3dRmlcG1IJFIIBKZAplLVIwphqWNCtizexeWt0jwVNnorxTe1elEUpaxf//bpn+2osjQqhQVEAFKGe2OFEXB9m1bcXK7o+Lz5xQoTu10YMeObRUlCZRLOFzc/aWpMlwuFz7ykY/A5XJBU4ucD8FZ1FJJJOLwT/pLyrIsF5ESdHjEhhUVADjnnHNw3nnn4Y477sArr7yCW265BXfddRf+8z//E48//jg+85nPYMOGDVAUBQ899BAee+wxbNq0CYSQsrq2l3T2f/nLX+IPf/gDurv1bqo33ngjbrjhBnzsYx+r7F9nM3v2/B2pVApi89Ky3ys2LUFyYi92734DH/jAhWW/v7f3CCSBllT4yGAzIPr6juDEE1fO8WprYPNkaJERAQaip6SLLhQKYWh4CP9yfOnWoqZpeOJgGP5pFWcsdOGsRe6SR1ivaHFApAT79u3F6aefWfKapaAX4VUrKrSsRII9e/6OqUgEq1a0VbXsqoVu7B4LYOfO1yxth59MJpFIxOFoKWypaCkZaz60BjfeeCM0TcPmLYVbhRDRjWCwcEyC1ZRZISoA0OWmGBluXFEB9DHDF154IX784x9jZGQEg4OD+PznP2/8PhKJQBRFrFq1CldffTUuueQSXHvttVi4cGHJa5R09lOplCEoALBw4UJbgnxmsWvX66CSG9RVfj8o6loAweHFrl2vVygqPVjkFSGU+CAEgBYHRZNTxJEjh3HJJWUvaQqsq3Ip7kIqNWPMN3eR6OHDBwFgzl5V2ewcmcYen76jPjolAxrw3hKzxiSBYHGThB4L2r4riqKPWa4CUqaobN36VzQ7BZxYYhV9IZa3SOj0SNj6t79aKiolFc9SCc8++yw0TcNzzz0HQgsLEBFcmJoqbBFbLSqdbhH7jo5DlpOQpOq+g1rR1NSElpYWLFmyBJFIBEuXLsWTTz4JgI0F0d3YDz74IHbv3o2//e1v+OxnP4v77rsP73tfaX3jSlKGtrY2PP98Juf/+eefR2ur9e3FzSAej+Mf/9gDoWlpyTvcbAghoE1L8dbeN8vu06QoCvr7erGkubyLnBCCJV4BRw4fKut9ZsK6KlPH3AFh6mhGfDo2p4twYKAfBChrsmM5lc/5OK5JxOBgv2ntdhiKqgLVur9AoKZKE5VAYBJvvrkHZ3a7ytqg5F2VEJzZ7cShnoOW9pljolKseJYIEuLxOJ5++mm99qdo+roT8fh0wbTe4eEhUELQXmRmUTV0eYT0SIz66SJeDSeccAJCoRB27twJAHjsscfw7//+75icnMSHPvQhnHzyyfi3f/s3nHvuuThwoPSNWUlPu1tuuQV33nkn7rnnHmiaBofDgR//+MeV/UtsZs+eN6AoMtwtlc/nllqWQ548gDfe2FnWzu7o0QHIioJlzeV34F3aIuFA31jNZmCMjAxDkFwl9baizmbjPc3NhUcKjIwMo80twiGU/lAsp/I5H10eAUk5hslJPzo7Z09prBTVJPcXNA2pVGpOy//ll/8GTdOwaqE5Qe8zFrrwQn8UW7e+iI997BOmfOZMSuodVwYs4B8Oh9HRMbsrxsjIMNrd5md+MZgLe3h4uG7mHVWDw+HAAw88gG9/+9tIJBJoamrCd7/7XbS3t+Oaa67B1VdfDbfbjcWLF+PKK68s+XOLigrzX95zzz34wx/+gJ6eHlBKcdxxx+G6667Ds88+W92/ygZee20bBMkDwV35A4W62iE4mvD669vLEpWeHt3SWNpSfj3G0nRc5fDhHpxxxqqy318tw8NDgFSamFGHLiQjI8M4+eR3FXydf8KHBU573aZs0qbfP2GqqCiqWnX2F7N0VFUBLTJuV9M0vPzyX3F8q6Pktixz0ewQsLLdgW3b/oaPfvT/hSCYv7tnIxGqnqWShn1OJBLJLyrDR9Hptu766nCLINA7jldCZ0dbSem/lXxuOWS3uF+1ahX++Mc/znrN9ddfj+uvv76i4ym5+HH16tUA9Au8UYofo9EI/vHmHgitJ1Xk+mIQQiA0L8PevW8hHA6jpaXwbjybQ4cOoNUlVtTWfUmzBEoIenoO2C4qmqZhaOgoqGtJSa8nkheEzp0ZEwoFsaSErgJmwppVVjMMKx96TKX6lGL2WcV89AcP7sf4+DjOKKm7+wAAIABJREFUPbm0665UVi104cDbId2tduY/m/rZgAWiIrJJo7ObSqqqCt+4DycuNmetfDgEgla3pG+4KmCuAsVjhWO6+HHXrh1IqSpcLZVXwzPElhVI+vdh167XcNFFH5zz9Zqm4dDBfVjWXNkO0CEQLG4ScfCg/bPFA4FJxOPTcJYYNyOEgDpbMDQ0WPR1sVgMrnZrXBOFcIkkvXblc0vyoSoKQKp06xiWSvG4yrZtW+EQqOm1PSsXOOF1CNi2baslohKNRvR/Y7XtbNIwcco3LmB83AdVVcvKsqyEDhfB6Eh9jKaoV0oufmxEXn31FQjOZlDXgqo/izpbIbhasW3bKyW9fnzch2AohOUtlWeJLG+R0Nt72PZ+Q6xFDHWVblZTRxsGBvqL9kmTFQWSRf7uQojp9cwef62aEajPslQKIctJ7NjxKk7pcJQViyoFgRKc1unA7t27EIvFTP1sQB9kRkVHVV6CbAgtPC2TJRx0muQeLESnW8To6IjpiR/HEo2TF1wmgUAA+/fvg9C83JSLWneBLcfhwweNGo5isDb7K1orF5UVrRIURUFvrzXzsQsxMKAXXQrOMkTF1YZoNFK0saSmabBXUmCsZ/Z8GkU1p6IeKG6p7NmzG/F4HKd3z22llDPNkHF6txuKomDXrtdLP/ASicWihhCYAUsayWd1sjhHRwkzi6qh0y0gKct8CmQRLBWVH/3oR1i3bh3WrVuH733vewCAbdu2Yf369VizZg3uv/9+y9beseNVABpEE1xfDCn9WaxLbDEOHNgHj0PIO5ir1Jt/eYs+WOnAgerb75dDf38vBGdz0fTOmTBrkHUQyPsaSlFm8lbVsPWEOUbulovu/qryAVaCpbJjx6vwOAQc3zb3w7mcaYaMJU0i2lwidu4wP4A8PT1tmusLgDFqIN8MmpGREXgdAtyitftk5l6rl5Hf9Yhl38C2bdvw8ssv4/HHH8cTTzyBvXv3YvPmzbjzzjvx4IMP4plnnsFbb72Fl156yZL1X3ttGwTXAghO84Kb1NEEwd2BV0toHb5//16saBZB81hJpd78HoliYZNkSZuRYvT2HgFxlucyFNKusv4ijTAdklR2SnC1sPXMLlYrVvxYcuuROURFlpP4x543cEq7o6TalEpqegghOLXDgbf3vWV63Gk6Pg0Qc91Rel3L7PtldHQIHRbVp2TTke5+PDo6YvlajYplotLV1YXbb78dDocDkiThxBNPRF9fH1asWIFly5ZBFEWsX78eW7ZsMX3tiYlx9PYehtA8dy65pmlIydNIJcJIBnrmdBmILctxdHCg6E5lYmIcfr+/4O6ynJv/+Ba9ItzsmEAhwuEwAgE/hDLjUIRKEFyt6Osr7KpzudxIqPaKClvP5aq+/Xo2uvsr/0NMS8lYs0ZvPfLBD34QWmouUcn/+/379yGRTJY8MrjSmp53dTihqireeuvNkl5fKvHpuKmWCqB3K843g2ZsdASdFru+AKDZQeEQKMbGuKgUwrKo1sqVmZ5VfX19eOaZZ/CpT30KXV2ZWoHu7u6yGpUBQEfH3G1Dtm59DgAglVDwKAd7oMl6NklidCcADY4Fhfttic3LkBj7O/bt243TT39n3tfs2aO7Eo4vEE8p5+Y/vk3Cq8MxTE4O493vfnexf4op9Pfr2WbUXX5LG+Jsx5Hew+jsbMobx2ptbcF0aO4Z42YyregB1eOO60RXlzlFpKqqIqWqBd1fpbYeYaLk9Up5j+3Qob0QBVLwOjKLpS0S3JKAgwffwrp1c2c2lopaRHgrRXeBpXLOVyQSwVQkgo4uc1u4512fEHS4Bfj9vrKvp7vvugOhEkdElENreye+/q25k6mOHj2KSy65BD//+c9x7rnnGj+/+OKL8atf/QpLl5bfGzEf1qZKADh06BA+97nP4atf/SpEUURvb657pNwgut8fQWqOHdiLL/4Ngru9pL5VytTwrL8XExUqeSC4O/HSS1tx8cVr877m9dd3wesQ0G3CzmlFOq7y6qs7sXChefGhQvz9728CIGVbKgAguNsxNdqL/ft78xYautxehCbstVSmZV1UUikR4+PmCJqxUy4kKoKEeCyIp59+GgAgeAo8fNLv9/mC6OycfWy7du7CihYJkslZXzOhhOCEVhFv7NoFny9sWrZWPJ4AqLndIDQIiERiOd9lb+9hALCsPctM2l0Ug4ODRa+nfIITmpzAJ443//p/tK90oZIkCRs2bMBTTz1l+hwVhqVRrV27duH666/HV77yFVx55ZVYuHBhztwNn8+X06jSDAKBgO76aiqtcA+aUvzveRCbl2JwsD9vFpimadi/7y2saBFNuTndEsWiJgn79+2t+rNK4fDhQxBcbSC0/C4AgrvT+Ix8tLS0Ijb36TWVSFpUmpvN61XHUrwJre4hxt6fz7U5NRXGyOiI5VYKY0WrA8FQCOPjPtM+U1VVELMfMYTMypZjvbjKnYRZKR1uEX6/v2iCRb3S3d2Nc845B9/97ndn/e4nP/kJ1q5di/Xr1+Pee++teBS3ZaIyMjKCL3zhC7jvvvuwbt06AMAZZ5yB3t5e9Pf3Q1VVbN68Geeff76p6+7Z8wYAvWW9VYhNx+Wslc34uA+BYBDvMPFhcHyrhMOHD1k+tCuVSuHw4R5QV3tF76fOVhAqFhWVSFIpK703oaRygt4Jpbz6gGiSiYp5O2bje6g6+4uJyuzvlbX4WV5Bi59KWJHuHH3IxI7OqVSq6k7OsyGzakSYEC6wyVJZ4NYbS/r95ruy7OD222/Hyy+/bHRLAYCXXnoJL7zwAjZt2oTHH38c/f39+O1vf1vR51smKj/72c+QSCRw77334vLLL8fll1+OTZs24d5778Utt9yCtWvX4oQTTsBll11m6rr/+MduCI4mUKd1XZSpswWCsyXvREiWqVVKCmipvKPNAUVVCz6szWJkZBjx+DSEPPGUUhIaCKGgrgU41JP/OFtbWyGrWlnB+rii5QS940p57oNIMgWv1wtRNG8Xy0SlektFP6Z8geeBgT4QAIub7BGVLo8IkRJTB8Pp14j1ouLzjaHZKVruJmQw8TLTqrOTpqYm3HPPPdiwYQMiET2e/Nprr2HdunVwuVwQRREf/ehHsX373KUT+bDMXrzrrrtw11135f3dU089ZcmaiqJg3769oJ4lpvmFC0E9C7H/wD7IsgxJytz4+/e/jSaHgE63ebum5S0SCNE/+5RTTjPtc2fCRIu5sbIpNaFBcHdicOAAkskkHI5cYW1t1dOOI8kUXCXWE7hEkhP0bhPL+14jcgptrZVZXoUwRKDazKa0KCWTs0VlcHAA7R7J9Cr6godCCLq9olH4agoEAMyOIWizOjpPTIyj1WlfWS0TlVKKoOuV8847L8cNlq9DQKXuvWOqor6v7wgSiTgE7yLL1xK9i6DIco71oGkaDuzfa1o8heESKRZ7JRy0uAiyp+cgqOgEyTNDJV9CQz4EdydSqVTe1GImKlG5dBeWU6Q58zacZRa3RZIptLZV36Ynm0RCHxpGqqzBYO/PnyI7jE6Xvbdnp1vAmIn1F3qNlvWJGZP+CbSV2f26Grdqk4OCAJic9Jd5pPUFc4P5fD6cffbZ+NOf/oR4PA5FUfDYY4/h7LPPruhz7Yls2QTzBwse81qcF4KtcejQAbzrXacCyMRTVp9o/vyTFa0SdhzpsXTq3MFDB0BcHfkFscSEBpq2cnp6Ds5qg9/SorskI0n7+iZFFWBpi7muUMOyqNL9xd4/U1SYv35Jh72i0uYU8OZ4EIqimOIuFEQRmunFrqkcz4CmaQgEA1i5qLx7Iq5oWHNpZozx1mf/VPJ7BULQ7BIRCEyWtWZre2dZmVrlfG4lMDfYDTfcgAsvvBDhcBgf/ehHoSgKPvCBD+CTn/xkRZ97zImK4GwGNWkoUDGI4IDgasPBrMAmE7UVZYzLLZUVrRK2D8XQ23uk6MySSolEpuAbG4Wj6/SqPoeKTgjOZvT0HJz1OzYyoBxLpVqiSbXkUQWlwkSAVOn+IoSCUGGWqMTjccQTCbSUkBKfc1zp3feaNWvw7LPPIlGgqLIQLU4KTdMQDofQ3l5+ndJMJFECEpVlEBWCaKkcwYvFolAUBU1Sefd8tW7VZokgFAqW9Z5SakmsZOnSpTmzVADdDcamOt588824+eabq17nmHJ/9fb1gjjN9Z8XgzgXoK+31whaHzp0AC5JsGRG9rJmh7GGFRw+3AMAeYP05UJcHTjUc2hWMJ9NsIzZJCqyqiGppkyfnGmWqAAApdIsUZme1jsGu8t80FWb1MDiXPl6a1WC5HAAJY5LLhVNU3MsdTayuKnMOT3VulW9EkGIN5XMyzFjqUQiUwgFA3B2W18gyBBcCxAd60UwGMSCBQtw6NB+LGsS8vb7qhavg6LTI+W1AMzg8OFDACGmiIrg7kR0tA8+3xgWLszEtwRBgNvlsk1UYmk/uVWiYkoLEirOCtSzh3q5D7pqd9/OdFIAE7Vqcbtc0AJhUz6LoakKXK6MVcLa4FvdSHImbpFiIs9cF84xZKmwXlzUxAaSc8HWGh0dRjQawcjICJZZWFewtFlAz6EDprdxB3RLRXC2mbL7ZsLEKp2z8XqbMF3mDrpSWDW9ZZaKCc0SdfdXPOdnmqYfd7mjZ6rdfbP1zJoV4nK5SiomLgctJef0cauVqLhEaskMmmOBY0ZUfD69hxjNk7lkFWytsbFRY+bJkmYrRUVCNBYzPT8+lUqht/dwxUWPM2FFkEeO9Mz6nS4q9lgqTLy8Xq+pn2taoB6ARmbHVNicFQv2DsWPJf3/mSm7leL1eoFCzTQZM4W5iFBrKQVaSoXHk/k+2bmzK/Wa4RAIEsmkJRu8RueYEZXJST0Tg4ge29Ykor5jCgQm0dt7GATWigr77CNHZlsA1eDzjSEenwZ1myMqrAgy33Axb1NT2b7+SomnxcvjMfeaSCaTepC92smPAECEWZ0SRFEXK8XmMQFsPUEwxyvu9TZBU4u33xebjyv692w0NZn+3IyosA7PNhsqEKmeeVZpK5NjmWNGVMLhIKjgKLvKueTZF3kghEKQXAiHQ+jr60W7Ryq5qK8Sur161XOxmSWVwGpKBFf18RQGdS1A/0DfrJvO4/EgbtN9GE9X7rvdZotKwhQ3IQAgj6Xi9epZX3a5CRlxky07r7cJKSVhuPPyIbWdBCI1gQhOOBedBantpIKvZQKV7c5k15fVxc4zYfNtuKjM5pgRlVgsZowbLYeSZ18UQnAiGo2iv+8wFnutPZ0CIVjoFdHfb+544f7+PhAqmBqPElztUGR51twZj8drPOythlkqZru/ZFmuukULg+SxVDweLwghtiU0MGJGDMqc7rWs2JVZGPkghIBKblBnCxwLTioqDpqix56yU8TNctWVi9muwmOJY+aMVLp7ZLMvHn744fTsi3LdVxTxeAyTgQAWekt7bzXVvAu9IgYHB0z15Q4M9OtxEDPcOWloer79zF5SHo8Xcdme3R3beZttqehTH006V4RCmbHbpZSitaUF4aS9u+BQIgWn02Ha+TJERTEnRZmJSmtrppiVPdRVm12FbD0uKrM5Zs6IqqagVdC8Th9PmsmYKWcuu/4BFNGoftMs9JYmatXUE3R7RESj0bILr4oxeHQAxGFu1Tl1toAQiqNHB3N+7vV6oaQ0yDZYK9NyCh632/QbXx8+ZZ6oqHl6LHV2dSNgl58wTTChorOjyzRXUlubuaKSSn9OW1sm9ud06lMxazGmWhRFCII9nZEbiWOmTkUQBBDY6y7QSUFRdPO+1CaS1dQTdKUHf42MDKPNhJ5WkcgUIlNhOLtPqPqzsiGEgjqbMTw8lPNzFi+IKSm0WnxDxhQNHq/5g4gq3cDkhdC8fvmFCxdjz4C5sbO5mJhOYcWKxaZ9HqvKT8nmpN5qcgxuj9cQEiBjhSZsjj8lFA0uZ2ljnucbx4ylIkkSNM3+oBnRUkgmkxApQVuJ8xyqqSfoTFfrj5rU+M/K+h4itWBo+GjOz5qb9XXsiBfE5BRaTBzOxdA0c+eE5HNlLl26DJGkYsyDsRpZ1TAZk7F06XLTPrOtbQEIpdBMEpWUEpvVPobNybGz9Q9br9nk9j/HCseMqHi9TdAUa4dY5UNTE1BVFW0u8f9v702D47jOc/+nZ1+AGQyAGQz2fV+5AAQXcBMVUbyi5YiyJdeNXOWqJCVHdt1yqlJR+UMcx07KcVnRdWzlr4r++XA/qCpSHCVxUgmjxIztqKQr25JMaqVNiRRJkcQOzD7dfc65Hxo9WDgz6JnpngU4vy8kqJnpo0bPec55z/s+ryGV9FuptplgMQm62W4bWd9jslVhaXFh00pcjYdrNZW0bqkA3PpzNiISg3ctBKMnjOnXJUSAkFZUWlsVZ4g70RwTR/JkNiaDAbqKislkgq+mFlSK6vOBchQB/2azWI9nvZ1CMYlIFF6vvu7XO4UdIyrV1dWgRATT2WsoG4xREDkJSRRRU6R+DiZBgNdh0a0AUvkcAYJV//oewVYFSukmi3A1ZKf1ELq/1p7152yERapLiHArgiDoZujO0vQHAYCOji4IAnAzXBxRuRlSrtPV1a3r5wYCATAdRIUxBipGUV+/uf14dXU1rBYLVnQ2rtyOlSRDXV1+7sA7nR0jKuovWI8HWCtMigGMQRST8NiLd2DnsQpYydF2OxOLiwsw25wQCm2NmwaTVUnl3SoqgiBgNaFtZbm/0Ylahwluq4D/0VON/Y3O7d8EJcMuLhHU5mkLng2LxQwhS+1FTjCa9rDX5XIhGGxMTfZaKGRXdzMsosbr1cWdeCN+fyDV3K0QmJwAozICgc2iIggC6v3+nJMaCrlXEmEIJ2X4/YHtX7wL2TGiov6CqQ4PsFbUbX08kUCVtXi3sspmwsqKPqKysrIMmLVN1LmiOg6sbHBztVgsqPXVYknjJCAIAqrtZtS7LJhsdGnOTFInma2TkB6YTOasBX25wWAyp392+vuHcD0sg2hMH893V8cYw8chgr7+IU2vz4WGhiConMhaq6IFKoVTn7eVxsZmLMRz+30UsgNeiCvZesGgfkkNO4kdIyrNzS0AAJJcLdo1aXI9rddVRFFxWYWUkV6hLC8vQzAb03/GtCYqW9Ofg41NWIwbG65YWPv8hgb9v/g2mw3QKSmEURl2W/oJbWBgCEmZ4nZEmyljvru6hThBOCmnms3piSoCVCxssUdFRVQCgbtFpaWlDYsxKac09XzvFQDMRpXfR2urfudPO4kdIypudxVqampBE8XrcUASKylzO0eONuOF4LCYEE8kdHGTjUQjQB5OBJpYKySNRDZPKM3NLZiPaV+B58NsVIbJZEJjo/6iYrc7QIlO7rt0s5X7RtRJ/qPl7P5ZKvnu6j5aUXYRQ0Mjml6fC8Gg4uVFxcIs8GkyDLPZgvr6u7u6tra2gyG3pIZ87xUA3I7IsFqtaQWOs4NEBQC6u7vBEvqEhbTAEotoaWkFkFtMtlDUa8lpiuZyJa7R3iYfjzRBEGCy2BGLbd5VtbV1QKYMCzF9bdE3cjsioTHYaEjrZYfDoTjm6hECY/ImK/eNeDxetLd14MqysYf1V5ZEBPwBBAINun92INAAwWQCTRYoKmIIgYZg2qSGri7FL+yTsHHP00ZuhiV0dHTxwscM7ChR6e3tBxEjuRVb5WC9vREqJ0CSoVQKZoawuCGo15JzbBe7FcYYJFnSZG+Tr0eaYLLc5W3V2akUWho1CTDGcCtC0NmV2ZywENQCzoznBLk8U1RCVVVmb7LRsQncDIuG1fVIhOFaSMLo2B5DPt9qtaK+zl/wTgVSGM1N6R2MfT4ffD4froeMLymQCMOdqIzu7l7Dr1Wp7ChR6V87aCSxWc3vycV6eyMkpqT0dnR0ar6W/hS2OyKErBVdbP8Y5O2RJpjuEpVgsAlut9uwSWAhThCTCHp6+gz5fNVwMZOo5GTnLifhdmeuEZqY2AvKgCsaQ2C58tGKCIlQTEzsNeTzAaWQk60dtOcDozJIMoymppaMrxkYGMbHIdnw/iY3QiIIZRgYGDT0OpXMjhKV1tY2uKuqIUfuaH5PLtbbGyGR23A4XanDumJaD5G1Rau5wO3R+pnM9uKUv0fa3cV9giBgYGAIV1eNmQTUMwIjDp6BdVcA1eBwK1qfKUYJKBFTVeHp6OjogsfjwQeLxojK5aUkHHY7+vuNmySbmppBkuG8a8jUQ/rsojKEqEgwZ2BIFQCurkowmQT09g4Yep1KZkeJislkwujIGGjsjuZ4dy7W2yqMMZDYHYwMj6a8h8Qi2bmr1xIEoeDzgmL1oEh3neHhMawmZMzH9M8Cu7KchL++3pAzAmC9gDOTUaLWZ0p9v8+XuTmayWTCnj37cWVZ0t00kTKGy0siRscmYLEYZwPY3NwKMJoSh1yhaxmdaoZnOoaHRwEAV5aNDYFdWRbR3d0Hp9OYNPydwI4SFQDYu3c/qJwEiS0Ydg0aXwSV4ti7d3+qq2CxuhkCQIJQ2O32gt13UweNutVcpCN9cd/Y2AQA4FdL26/A9zQ4sadB25dYJAxXVySMje/LbZg54PNlFxWtrLvuZq/637dvEiKh+EjnCfNGSEJUJNi374Cun7sVNZllYwp+LtDkKsxmS9oaFZXa2jq0NLfg10vGiUpYJLgdkVLPLic9O05URkbGYbFYIYdvbP/iPJHCN2AymTE2NgGXyw2z2YxIEXtfREQKr6dwo0STyQSzxaJbzUVaqLzJVValtrYO7W0deF9DWGeiwYkJjaJyZTkJmTLs3bs/56Fqxel0weFwFuxppbo/1Ndnr/ofGBiG0+HAewvpw2358t5CEhaLBaOj47p+7laCwUaYTKbUjiNXSGIFwWDjtrup8Yl9uB4yLqnh8tqzOj5uTFLDTmHHiYrD4cDY2ARI5KaOVc/rMMZAwzcwMjIGl8sNk8mEGq8Xq8niGdqFRAqfTnYadps9926XOUBJ5jqM/ZPT+CQs6do35N35BKrcbvT1GRfzFgQBfn9Ah4K+CAAhbe3FRiwWC/bsncTlZVG3vvWUMby/JGJkZNzwUI7FYkFDsCn/wmRpVVOh4d69k6BMOScygvcXkwj4A0o4j5ORHScqAHDgwEFQKZ7K0NITEp8HkWI4cOBg6t/8gaBm2xGgMN8hAFhKUN3OC9xVVWCyhi9hHqnXjMpgVM6Y3aTew7fn9FmBJ2SKXy1LmJw6aHgNQUNDAyAXKCpSBF6vV9PZ2P79U0hIFFdX9AnvfBKWEErImJw0NvSl0tbaBoi5iwojIogYS4XQstHR0YlaXy3em9dfVGISxdUVCfv2HyjaWWSlsiNFZXx8L+x2B6TVa7p/trx6DTabfVN4RfEeIpozmQrxHYpKFDGRoLFRW+rzdng9XjCy/Zcwn9Rr9XMzZTfV1/vR29uPS/NJXbLA3ltIQiIUBw8eKfiztiMYbAIRIwX18GFiCE1NzZpeOzw8CofdrlsI7N2FJCxmM8bHjUsl3khLSxuIGM3ZA4ysncOorQCyIQgCpg4cwocr+ofA3l9MgDKGqalpXT93J7IjRcVms+HAgYMg4Zu6hnYYlUHCN7Bv3yTs9vWQTltbO5Iy1bxbKcR36HZEWrtmR05jz4TPVwuQ7SeqfFKv1SLUbNlNR44cw0JMwo0c3Hgz8dZsAsGGYFEK0xobmwDG8g6BMcbAxLBmUbFabZjYsx8fLEkFh8AoY3hvUcTI6Hgq0cRoWluVnQbJ8bCeJpTXa9mpAGtRCsZ0P396e04Jfen1vdvJ7EhRAYDDh4+CURlySL8Dezl8E5RIOHLk2KZ/X68Q11hlXoDvkHqN9nZ9ii7r6upApei2O4W8Uq/XRCWbnfrk5DTsdjveuFNYJtVcVMaNkIiZoyeKEp5QaybyPXxmcgyUSJpFBVDuVVwiBYfA1kNfxVt1q84TNJHb/aLJFThdbs19cdraOhAMBnFJxxDYapLg41URBw/N8NCXBgwXlUgkggceeAA3byptZV999VWcPXsWv/Ebv4Gnn37asOv29PQhEAhCWtWvz7e0ehW1tfV3FYo1N7fC4XDg41XjGyp9vCqhpblFtxWm3x8Ao6Tg9Nh0qG0IsmU3ORwOTE8fxnuLIuJy/iGLN+7EYTabcfjw0bw/IxeampqUjKZEnmmyCe1hHZWRkVE4HA68W+Aq/N15JevLyCr6rfh8tXA6XTmnFdPkKtpa2zRP5oIg4ODBo7i+KuqWAPL2XAIMKEpYdSdgqKhcvHgRn/vc53Dt2jUAQCKRwFe/+lX81V/9Ff71X/8V77zzDn7yk58Ycm1BEHDs2AmQ2HzBZnaAkqlDorM4duzEXfUhZrMZfX0DuBYytppXogw3wjIGBod1+0zVGj7fwrRs0GQI3hrfplBhOo4fPwWJUFyczW+yFAnDxfkE9u6dhEeHVGstWK02JaMpT1ds9X25ZBJZrTZMTOzD5QJCYJQxvLckYmRkLFW4WwwEQUBra1tOosIYA02u5tzi+NChIxAAXJwtfKHEGMPFuSR6e/oMK6bdaRgqKi+++CK+9rWvpRolXbp0Ce3t7WhtbYXFYsHZs2dx/vx5w65/6NAMTCYTxJWPsr7O6u2C1duV9TXSykcQBCHjSnh0dByLMQmLceOE5eNVxadpZES/ugL1wF8P4d0Kk7SdGbS3d6Crswu/uBPP68D+nfkEEhLFyZP35jPMvOlo7wDEfAv6VlDvD+SczquGwK6t5hcCK0XoS6W1tQ1MDGn+HTMpAkblnPuW1NXVY2BwGBfnk6AFJoB8EpYxH5NweEvIm5MZ47wZAPzpn/7ppp/n5ubg96/n5AcCAczOajd/BIC6uirNr/X7qzE5OYVfvPlLsMBoxpa51prs5xOMUZDQNezduxf9/R1pX3PixAyef/7/4PJiEodajLmtlxeTsFmtOHJkKm1BYT7U11fB5XJDSurbh4YxCppcRX/fUfj9mb2tVB789IN4+ukNbTVhAAAgAElEQVSncXVVQldNbvYzv7gTR2trCw4fnixqzHtkZBCvvfYKqBSHyZqbOLDkMob27NN0bzZy/Pgh/P/PPYN35xPo8eX+DCgFj2bcc89RuN2Z3ZGNYHCwDz/60ctgUhSCbfvvsVrXMjo6kPN9OnPmNJ566l18vCqhM8fnaSNvzcZhs1px//2nipbUUOkYKipbSbdCyXUSWFyMgOaw9Z+ensHrr/9fyOFbsHryK1oikdsgUgzT00cxP58+TGQyKeaS7y3cwaEW/b+slDG8vyhidGwvQiERgH52FK2tbbhyPTdx3w4qKgaCdXXBjPdsIwMD43C7XPjF7VhOovJJWMKtsIT/+alTWFgoXitpAPD7lV0YSSzCZM3sS7UVKidAxCgaG1s13ZutjI3vwdtv/QyEMZhz+P6wtWdocHAEsRhFLKZ/yDMbXq+yoCTJFZg0iIpy7iTA5fLlfJ96e0fhdDjw1mw8b1ERCcM7C0nsnzqMaJQgGtU+hlxFcCdR1OyvhoYGLCyse3LNzc0Z0kN8I6Oj4/B6fZBXs4fAsiGtfISqqupt7Rmmpg7hZli/A8KNXFuVEBEJpqYObv/iHOns7AJNrhZUc7EVGleapXV0ZA8rqlitNswcPYEPFkWEc7C8+fntGOw2Gw4dKv4hamtrOwTBlPp/1QqNLwIAOju787ruvn1TiIkE13NMDLkdlbGSkLF/f3EKHreSa8YcTa6ivt6/7ZlcOmw2Gw5MH8Z7C0kk8kwAeW8hgaRMMTNzPK/371aKKirj4+O4evUqPv74YxBC8C//8i84etTYbB2TyYSZmWOQI3fy8mqicgJy9DaOHDm6rffQ9PQh3Q4It3JxNg6Hw2FIsVpHR7diw55jumc2SGIJNps9pyLNY8fuAWUMb2pML47LFO8uiJg+eKSoh84qdrsdLS2tIInFnN5H4osQBFPeaeGjo+OwWix4fzG3xIYPFpIQBKGoWV8bcTqdqK2t1ywqTApprk9Jx8zMcciU4Z35/BJA3ppNIOAPGGr5sxMpqqjY7XZ861vfwpe//GWcOXMGXV1dOH36tOHXVepKWF4V9vLqNYBRHDlyfNvX1tXVo39gSJcDwo0kZYr3F0VMTR2EzaZ/e9yuLmXFTOL6OTvTxCI6O7tzclJuaAhicHAYb81qu3+X5hKQCMWxYycLGWpBdHf3gCWWcvKZI4lFNLe05H0uZrc7MDwyhstLUk6JDR8siejr7U/1gykFra2tYBq6QDJK1jqr5i8qHR1daG5uwVt5ZBUuxmV8vCriyMxxXpuSI0URlQsXLqClRdn6Hjx4ED/84Q/x7//+7/jqV79alF9YINCAvr4BkNC1nL6EjDHIoavo7OzWXKR29OgJLMdl3TyaAODt+QREQjEzc0K3z9xIXV09vDU+3USFEQkkvoy+vv6c33vs2EmsJLTdv7dmE2hra9ccYjOC7u5eUCJpzp5jjIIlltBTYNX/nj37sZqQcSeqLdtwKS5jLiphj4HuzVpobm4FTYa2FWEqhgHGsvZQ2Q5BEDAzcwKfhCXMprlP2Voq/HI2AUEQcOjQTN7X363s2Ir6rRw5cgwkGU7Fs7VAE8sgidW7KuizsW/fJNxuN35xW58QGGMMb9xJoKW5JbWj0BtBENDfNwAWX9DFg4vEFwEw9PbmLip79uyHy+nCL7dZXd6OSLgTkUoe71YtYYjG54omQ6BEKthKZnx8DwRBWz8aAPjVWp+RiQnj+sxoobm5RckM3KYuSktjLi1MTx+G2WzGL9OEpDO1VKBrtSnDw6NZ3SA46dk1orJv3yQsViuk0DXN75FCH8NstuRkIme12jAzcwKXl5JYTRZ+8H0zLOF2RMLJe+4zdFc3MDAEIsXApMIzqEhsFiaTKa8e8VarFQemD+H9xewHrJfmEjCbzThw4FAhQy2YhoYgXC43qMZdnio+PT2FiYrH40VnZ3dKLLbj8lISjcHGkhfwrR/WZ9/Z0eQqBMGUKs7NF4/Hg7GxCbw9nwTRuGC6uiIilJRzWkxy1tk1ouJ0urBnYh9I+Iam+DdjFCR8HWNjE3C7tdfGAMCJE6fAGPCGDruVn92Kp6xMjES1npGjhacWk9gc2tu7MvZR2Y7p6cOQKUs1RdoKZUqq5+joOKqqSpu6KQgCenp6QZPaMsBofAEulxuBQOYuhloZH9+LT8ISImL25zlJKK6vShgv0QH9RoLBRgDCtof1VAzB7w/AarUWfM3Dh48iIhJ8qLFz5sW5BJwOB/bsKe2urlLZNaICKNlZVE6CaJg4SWweVIpjejr3lbDfH8DY+B68MZsoqK94KEnw7kISMzMn8p6gtRIMNsLjrdF0b7LBiASSWMLw8Ejen9Hd3YtaXy3eWUgvKjdCEsJJgqmp0u5SVLq7e0ESq5ps3WlyCT09vbrsOtWOjR+uZA+BXVuRQBjD6Gjp2+Da7XbU1taBbnNYr9WNQQtjY3vgdrlwSUPfHpEwfLAoYnLqoKY+N5y72VWiMjIyrvRZCV3f9rVy6AasVhvGxvJrHXrq1GlERZIxnVFL3/Vf3FZsS4phPyIIAoaHRkDj8wWdq5DYHMAYBgvwJzOZTNg/eQAfrYhIpgmBqW1wy6Wta1eX0gZgu3MVRkSQxKpu1vxtbR2orqradgV+ZTkJu82WVzjSCJqbm8GynKkobgz6iYrFYsHk1EFcXhKRJNl3dZcXlaQYbh6ZP7tKVKxWKyYm9oJGb2UNgTHGQKKfYGxsIu+0z6GhETQ1NuFnt9L7WW3Xd12iDG/MJjA2vgcNDYWHSrQwNDQCKidydpLdiBy9A4vVWvCZwZ49+0Eow5UtEyZjDL9aFjE0NGJ4G1ytKEWMwraiQtaKJFURKhSTyYTBoVFcXZWzLgSursro6xvUJZSkB42NTYrjQoYxMzECxqhujegA4MCBQ5AIxa+3OYN6ZyGJGq83ryQTjsKuEhVAqUamchIkNp/xNTS+CCrFsW/fZN7XEQQBp+69H7cjEq7n0YDq3fkEoiLBvffen/cYcmV4eBQAIEfu5P0ZNDaLgf7BgkMHPT19cDmduLK8ObSzGCdYjstF61ioBZfLhcbGpu1FJbEIQMi7kj4dQ0MjCCdlzMeUpJCtO+BQkmAhJmFwKP9wpN4Eg01Kq2lZ6bez1dBVzQwLBvUTld7efng9nqyFkAmZ4sNlEfsnD+ZUX8XZzK67c8PDozCZzZAjtzO+Ro7cgiCYMDZWWAz64MEjcDldeP1WLKf3Mcbw+q04mhqbCgoj5UpNjQ9NzS0g0cz3JhtUioIkQylxKgSz2YzBoVF8uGUVroZ6RkbGCr6GnnR394All7PuGEh8cS1bTL/q/4GBIQCKgzVw9w5YdTMeHBzS7ZqFou68aVIRD2tN5yZTV/W8JRjUb4duMpmwb/8BfLgiQSTpf0e/XhIhU4b9+6d0u+5uZNeJitPpxED/IGj0VsbXkOht9PT2weUqzBjSbrfj6LGT+GAxiVAO6cVqGvE9p04XvZp3dGQcNL4ARnO38Fd3OHpZ8w8NDSOUkDe1ab66KqKurg5+v7GecbnS0dEFKidSq++tMMaA5LLutUZ+fwA13pqMVvgfr0pwOhw5NQMzGiUDLHMPHyqG4XJX5Zx1uR179uyHRCg+ypDYcHkpgeqqqrI5e6pUdp2oAMqkR5KhVA/1jVA5AZJYxtioPhNjKr04h3a5ahpxKQ4LR0bGlHTq6FzO7yXRO/B6fbodsPb1KWnOaviQMaVJWX9/+ay6VdSW0iSDuSST4yBSXPfqf0EQ0D8whBvh9IuW62EZPb39ZRXOqanxwWq1gUqZRCWCoAHniP39g3A6HGlrewhjuLIsYXxiX1ndq0pkV949NTxDonefHaj/NjRUeAgHUFaSI6PjeHM2oan4KipRvLeYxOHDRw1PI05Hb28/LBYr5DT3JhuMUdD4HEZHx3TbXTU2NsHldOLmmqgsJwiiIinLlWRLS6viWJyhE6T67x0d+ZlIZqO7uxehpHxXsW1cppiPSmV3vwRBQKAhCCpmKLSVI4Ykp1gsFgwNj+LKyt2eaZ+EJCRkWnDIm7NLRaWlpRVudxXkNIf1JDYPh8OJ9vYO3a53/PgphJMEv9ZgqXFxNg5CGY4du0e36+eCzWZDf/8gaCw3UaGJZVA5qetZh8lkQntHF25FlFCc+qe6KygnrFabclifQVSUfxcMCUOpKco3tySEfBJWftYr20xPgg0NQBrXcEYJiBgzLONxZGQcocR6YoPKhysiBEEo6hnmTmVXioogCOjvHwCL3y0qND6PXp3DBWNjE/B6vHjzTvbiK8YY3ppNoquruyB31kIZGRldCw9u/tJna7usJD7o/6Vsb+/AXEwGoQx3ohJMJlPK6qPc6OjozNhemCZX4A8EDNl9trS0wmw241Zks6jcCpevCPv9AVApcteOga7ZBBl1ZqY+n1vPoK6uSmhv79D9HGc3sitFBQB6evpBxAiovD7RMyKCJEPo7dU3XGA2m3Ho8FFcWU5mtdS4FVH6YWux2TeS9fDg5ur6rVk6GyGxWbS1tetuq97c3ApCGZYSBPNRgoaGhrKpt9hKS0sbiBQHk+/ekTJxFe1txhyWW61WtDS3pnZyKrciEgL+QMEJJ0bg9zeAUQImbz5rZGJ07b8bIyp+fwC+mppUthyg1IR9EpZSmXScwti1oqJm4Wx0LVbrDPSqeN7IoUMzoAxZ8+QvzcWV6t/J0nTmU2lubkV1tVfzuYpidb9oSJqveui/EJOxkKBoairdDm471N0l2VI8yqgMkgyjpaXNsGu3d3RiNko2rfxnYxRteTYCMxq/X2ktTLcYmBq9UxEEAb19g7gZWQ9/3Y5IIDQ/V23O3exaUWlv74QgCCCJ9Wwd9e/5duTLRnNzC1qaW/BuBj8ryhjeWxQxOjpe8i24IAgYHh4Bjc9psmwhsXmAUQwZUGCnxtZ/eiOK5bhUNHeBfFBt2reaJaqOvEaG7Vpa2hCTCMJrO+GkTLEcl9DaapyQFUJ9vSIa6s5EhUpRWCxWeDxew67d1dWN1YScSvMv57OnSmTXiordbkdDQyNoYn1VSRMrqKvz61qctpGpA4dwIySmrVlRTRInJ/XvQZ8PQ0MjoFJCU+tXOTYLs8ViSJaRy+XGvr2TYO46BINNZZ2dU1Pjg93uuKv+Qi3m09N2ZCvqLmkupoTA1IPoQvuRGEVdndKnhG6p62FSDLW1dYbWZ6lp3bfVBJCwDF9NDbzeGsOuuZvI3nR9h9PW1o75X76d+pmJq2jX+TxlI3v27MdLL72Iy0tJTDZuFq7Li0mYzWaMj5fHpKnGl0lsDmZH9i8bjc2hp7vPkFbHAPDEl75iyOfqjSAIaGxswo25u3cqgslk6C6rsVENExL0+ICFuDJhlmtSg9VqQ1W1B8ktySBMjsLv16fOKRPq7m02KqG/zo7ZGEFrd4eh19xN7NqdCqDE64kYUXyIKAERw4Z+CZuamuGv9+NXafqE/GpZUoqznMbsknKlvt6P2tr6ba3wFefd5bKyASkljY1NgLwlpCOGUVdXD4vFuDWcx+OBy+lMiclCTIbJZEJ9vd+waxZKXV393QXIchx1dfWGXtfpdKG+rg6zUSWrcCEml22YsBLZ9aICKF96KkUAxgwNUQiCgNGxCXwckiFv6LOyumb6V26hncHBIdDEYnY/q7VaH7XJ126noSEIIkY33TMmRdAYLKyD4XYIgoBAIIjluBL2WkoQ1BssZIVSX1cHkPXsL0YJiBQvSgvfYGMzlhIUywkCypiu5pW7nV0tKmr3PSpGwNaqe40+CB4eHoVIKG6G12sKPlpR0huNOOguhL6+AcUKP0tDJTk2D7PZoqvzbiWTate71lqBMQYmRXTp9Lgd/kADlpOKmC0nKAJlnNQAAD5fHdiGnYqaXuzz1Rp+7WCwCYtxgsU1Eeaioh+7XFSUCYCK4ZRlhNE9vHt7BwAA11fXReX6qgi3243m5vJKl1VTLEksc/91mlhAe3uHYecplUYq3MTWkjGoCEqkVAqt0ddeTcigjGElScvOdHMrPp8PlEhgRPkuqIf2xRAVv98PkdBUwWgxfj+7hV0tKg6HAy6XG0yKgUpR2Gx2w9N5q6qq0NTYhBuh9eKrG2GCnp7+ojsSb4di0+4GiacXFUYJaHwJfX08v19FFRVGFVGhaymzdXXGT1p1dfUgjGE5QRCXCGprjT2bKBRVPFQxYVLxdirq7+naigir1ap70e5uZleLCqAeFkbBZONTGVU6u3pwa61QLSFTLMQk3S3R9UAQBPT29oEl0jefoskVMEYNKRatVDweL8wWC0z2ali9XamD6Pp64yf42lplMlY9wNSfy5WaGh+A9bCX+mdNjfGpvapwfRKR4Kvxld2CrpLZ9aLi89UCJAEmx4v2Jezo6EJUJAiJFHfWcuWNKLjUg87ObpBkCIyksQtfcyDg5ynrmEwmeL01EEw2WGs6U/1VirH69nqVSfp2VHmm1Em7XFHrQtiaVRKVEzBbLEWxlVHvlUyBGl9536dKY9eLSk1NjZKBQhJF+xKmCtWicqpYrVxTGlXBSOe+SxJLqK72FGXCrCTqautSYsLkOMxmC6qqqg2/rrrCv712TmBkVboebBUVJsfh8dQUZdfg8Xg2/L2871OlsetFxePxgkhJUCletIdLrXKejymi4nQ4ynZVqbYASNcnhCVX0NHRxUMHW/D5fABRV9/Kc1WMxk/qucDc2k7F6y3vydLpdMJssaRMXRlJoKZIYzabzXA5lbbL/DxFX3a9qFRXVwNgYIyu/d14qqqq4XI6sRQnWIoTNDQ0lu3E7PF44fHU3LVTYZSAJFd17TuzU/B4ajatvotxRgAoTaicDgfiMoMgCGXpTrwRQRBQXe0BWxNgkGRRrVJcbuX+lNprb6ex60VlY1iiGCEKlUBDEEsJguUkQ6DB2DTmQmlvbwcTt1qPrAKMlW3YrpR4vTVKqiyVIZBk0UQFANxVygTpdrkqoi2u17suwCDJoi3sAGW3Aig7Jo5+lP9TZzBu9/pqrpgru7o6P1ZFhlBCLkq6aSG0tLSBJkNgbL0XjGo0WcpmYuWKGq9nJAlGkkUNr7hdiqiU+y5FxVNdDVARjDEQubj3yu9XFnM+n/EV/LuJ8vVwKBIbv3xGuROno7a2Dm/EKiP1s7m5RelBL4Zhtisxbyquwmy2FKVSvNJQd7xMTq5NlMVbfas7FZe7MkSlutoDkCRAJYDRokYLvvjF/4XFxfmyNd2sVHb9TsXhWN/6FnMbvDEkoqY3liuqAy5Nrlu602QYgUBDKoTAWUcVEcVPjsLtLt5EqT7D5WJMuh1VVVVgRAQjislqMQXY6XSipaWtIsKElURJ7uY///M/48yZM7j33nvx/PPPl2IIKerq6lFfH0BtXX1RbS02ZpptTG8sR4JrZogbPcCYFE4ZcnI2o4ZU1b4qVVXFOwhWF0kbF0vljNtdBUqkVAaYu0J2WJzMFD38NTs7i6effhovvfQSbDYbHn30URw4cAA9PaXpuuZ0OvHtb//vol93Y8ZJMbf8+eB0OlFd7UFibZJUQmERBIM89JUO19q5hmpSWsyJ0m63b/qz3FG/B2zt2eKZWJVP0Xcqr776Kqanp1FTUwOXy4X77rsP58+fL/YwSs7GnhHlXk8AKD5gav9wJsXAGE0ddHI2k9qprDWgKuahuc1WWaKi3ptS3CuOMRR9pzI3N7fJETQQCODSpUua319XtzNWMn7/ML7//e/DarWiqcnYXht60NrajKvXPwGwPgH09nbA7y/vXVapsFptkNd8v5qb/UW7T7W1SijV43FXxO+mqUlZXKnPVFtbA2pry3/cnMwUXVTSNXzKpfBvcTECSjM3jaokXC4l62t+PrzNK0uP2+0FEZUdClubAMxmV0WMvRTY7Q5IUWVnl0iwot0nUaRr15Qr4ncjrlnKqc9UPF68e2UklSDoRlH08FdDQwMWFtat1Ofm5hAIlHffB44armNgcnzNeVcoSoe+SsXpdKYadRXz0Fzt9JitW2c5oWapUSkGk9kMq9Va4hFxCqXoonLo0CG89tprWFpaQjwex8svv4yjR48WexicHFEFhElxMDmG6urqsm5VW2ocDkfavxuNKiblavuzFbU2jEkx2O2Oihk3JzNFnxUaGhrwla98BZ///OchSRIefvhhjI2NFXsYnBzxrdmDUzkGKsVRU1feBZulRq0XMZstXHyzsC64rGLSoDnZKcnTfvbsWZw9e7YUl+bkicezwaacJOCr4enE2VAny2K3We7u7oXX68Xo6HhRr5svdvv6Ls5ZxB0dxzj4EoqjiaqqKphMJqU7H0nwHhTboIqJmuJbLHp6+vD00/9fUa9ZCCaTCVarDZIkwsGNHXcE3J+AowmTyQS3uwqMJEHlZNm7AJQaVUyKvVOpRGxrNTV8p7Iz4KLC0Ux1tQdUjBS190ylktqpVEgRYimxcwHeUXBR4Wimurp6g58VF5VsWK3KBGnnE+W2qGJSKS4AnOxwUeFopqqqSjlTATf+2w613oLXXWyPKiaqEHMqGy4qHM04naVpaFaJqGLC04m3p1RJDRxj4KLC0YzL5dzw98ro11EqLBZFVHgx3/aoosJ3dTsDLioczWxs/FQpTaBKhdVaWXYppYTv6nYWXFQ4mimV9UglYjbzCVIrgqBMQ/xMZWfARYWjmY3Vzxv/zrkbdfXNw1/asVh4a+qdABcVjmY2pnzyUEV2zGZlguThL+2o51CcyoaLCkczPDtHO6qo8J2KdvhCZWfARYWjGbudx7y1oooKZ3sCAaUtdXU1t/7ZCfClAUcz/CBVO1xUtHPu3COYmTmOxsamUg+FowNcVDia8XoV+/tgsLHEIyl/TCYuKlqxWCxoamou9TA4OsFFhaOZYLAR3/nO93iNigZMJiWyzA/qObsNLiqcnOB96TkcTjb4QT2Hw+FwdIOLCodjADyVmLNb4aLC4RgIFxfOboOLCodjIFxUOLsNLiocjgG0trahpaUNp08/UOqhcDhFRWAVlvO4uBgBpRU1ZA6Hs8vw+3dvu22+U+FwOByObnBR4XA4HI5ucFHhcDgcjm5wUeFwOByObnBR4XA4HI5ucFHhcDgcjm5wUeFwOByObnBR4XA4HI5ucFHhcDgcjm5wUeFwOByOblRcky6TiRv0cTgcTrlScd5fHA6HwylfePiLw+FwOLrBRYXD4XA4usFFhcPhcDi6wUWFw+FwOLrBRYXD4XA4usFFhcPhcDi6wUWFw+FwOLrBRYXD4XA4usFFhcPhcDi6UXE2LcXg61//Ot58801IkoTr16+ju7sbABAKhfDQQw/hy1/+colHWP7cvHkTp0+fTt07lWeffRaNjY2pn3/nd34H3/zmN9HQ0FDsIZac8+fP46//+q8hyzIYY3jwwQfx27/92xlf/8ILL8DtduOBBx4o4ihLT673iVNauKik4Wtf+xoAZWL8/Oc/j3/6p38CAHzve98r5bAqjkAgkLp3mXjuueeKNJryYnZ2Fn/+53+Ol156CT6fD9FoFI899hg6Oztxzz33pH3PW2+9hampqSKPtLTkc584pYWHv3Lk0qVLePTRR3HixImUyLz00kt48sknU6957LHH8Prrr+P111/Hww8/jIceegh/+Id/WKohlxVPPvkkHn/8cdx///24cOECTp48iZs3b5Z6WEVneXkZkiQhkUgAANxuN771rW+hp6cH//Zv/4bPfvaz+NSnPoX77rsPP//5z/Hqq6/iwoUL+Mu//Ev893//d4lHXzyy3aeNz87rr7+Oxx57DIDy/fv2t7+NRx55BPfeey9+8pOflGz8uxG+U8mRxcVF/O3f/i0ikQhOnjyJL3zhC1lff+3aNfzXf/0XqqurizTC8mFubg4PPvhg6uezZ88CAGpqavDss88CAL75zW+WZGylZmBgAPfccw9OnTqFwcFBHDhwAGfPnkVrayv+6I/+CM8++yxqa2vxgx/8AH/zN3+DZ599FidPnsTU1BRmZmZKPfyikek+tbe3Z32fJEl44YUXcOHCBXz3u9/FsWPHijRiDheVHJmZmYHNZkNtbS18Ph9WV1ezvr6zs3NXCgqQPvz15JNPYmxsrEQjKi++/vWv4/d+7/fwyiuv4JVXXsFnP/tZfOc738EzzzyDCxcu4OrVq/jZz34Gk2l3BxQy3adsqMLb29uLlZWVYgyTswYXlRyxWNZvmSAIYIyl/lSRJCn1d4fDUdTxVQL8ngA//vGPEYvFcObMGZw7dw7nzp3Diy++iOeffx5PPfUUHnzwQUxOTqK/vx/PP/98qYdbMjLdpx/84AcAkPreybK86X12ux2A8h3lFJfdvQTSCZ/Phw8//BCMMdy4cQOXL18u9ZA4ZY7D4cBTTz2VOhNgjOHKlSuw2WwwmUx4/PHHMT09jZ/+9KcghAAAzGZz6u+7hUz3aXBwED6fD1euXAEA/OhHPyrlMDkb4DsVHTh06BD+/u//HqdPn0ZnZyf27dtX6iFxypzp6Wl86UtfwuOPP57a2c7MzOCZZ57Bk08+ifvvvx8OhwOTk5O4desWAOU5+4u/+AtUV1fj9OnTpRx+0ch0n5544gns3bsX3/jGN/D9738fR44cKfFIOSq88yOHw+FwdIOHvzgcDoejG1xUOBwOh6MbXFQ4HA6HoxtcVDgcDoejG1xUOBwOh6MbXFQ4u4bz58+n/KE4HI4xcFHhcDgcjm5wUeHsaL773e/i1KlTePjhh/Ef//EfAICrV6/iC1/4Ah555BGcOHECX/ziF5FMJvHDH/4Qjz76aOq9t27dwpEjRyCKYqmGz+FUHFxUODuW//zP/8TLL7+Mf/zHf0w5SwPAiy++iE9/+tN44YUX8PLLL+PmzZv48Y9/jNOnT+P69esp64+/+7u/w2/+5m/CZrOV8n+Dw6kouKhwdiyvvfYa7r33XlRVVcFiseDcuXMAgD/4gz9AbW0tnnvuOS7h7IoAAAFXSURBVPzxH/8x5ubmEIvFYLPZ8JnPfAYvvvgiCCH4h3/4BzzyyCMl/r/gcCoL7v3F2bFsdY82m80AgN///d8HIQT3338/jh8/jtu3b6de98gjj+Azn/kMpqam0Nvbi5aWlpKMncOpVPhOhbNjmZmZwfnz5xEKhUApTfV2eeWVV/DEE0/gzJkzEAQBFy9eTLn/NjU1YWJiAn/2Z3+Gz33uc6UcPodTkfCdCmfHcuzYMVy+fBnnzp2Dx+PBwMAAlpeX8ZWvfAVPPPEEvF4vnE4nJicncf369dT7HnroIXzjG9/g3QI5nDzgLsUczgYopfiTP/kTNDU14Xd/93dLPRwOp+Lg4S8OZ41IJIIDBw7gxo0b+K3f+q1SD4fDqUj4ToXD4XA4usF3KhwOh8PRDS4qHA6Hw9ENLiocDofD0Q0uKhwOh8PRDS4qHA6Hw9ENLiocDofD0Y3/B8flRcOwwd6oAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 417.475x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Se la granularity non ci convince nell'esprimere la quantità di conti a un certo valore\n",
    "# possiamo usare il violin plot (kernel density estimation)\n",
    "sns.catplot(x=\"day\", y=\"total_bill\", hue=\"smoker\",\n",
    "            kind=\"violin\", split=False,inner=\"box\", data=tips);\n",
    "# slipt = True, False\n",
    "# inner = box, quartile, point stick None\n",
    "# box plots show data points outside 1.5 * the inter-quartile range as outliers above or below the whiskers whereas violin plots show the whole range of the data.\n",
    "# box plot risponde in modo rapido a quali sono per giorni i total_bill più comuni"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 364
    },
    "colab_type": "code",
    "id": "MfeGmVWOJECH",
    "outputId": "e4331d6d-d565-450d-bc3c-9788bcdcd306"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 417.475x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Mostriamo solo il valore medio e l 'intervallo (Box plot per vedere gli intervalli medi)\n",
    "sns.catplot(x=\"day\", y=\"total_bill\", hue=\"smoker\",\n",
    "            kind=\"box\", data=tips);\n",
    "# kind=bar"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "yA2EBbHsO2KC"
   },
   "source": [
    "## Seaborn with Matplotlib\n",
    "\n",
    "* [MatplotLib Scatter Plot paramters]( https://matplotlib.org/api/_as_gen/matplotlib.axes.Axes.scatter.html#matplotlib.axes.Axes.scatter\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 364
    },
    "colab_type": "code",
    "id": "79_DtBWQPNIq",
    "outputId": "27ccd810-1dc6-4c49-f952-8096f04536ae"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 795.725x360 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.relplot(x=\"total_bill\", y=\"tip\", col=\"time\",\n",
    "            hue=\"size\", style=\"smoker\", size=\"size\",\n",
    "            palette=\"YlGnBu\", markers=[\"D\", \"o\"], sizes=(10, 125),\n",
    "            edgecolor=\".2\", linewidth=.5, alpha=.75,\n",
    "            data=tips);\n",
    "# palette=\"muted\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 256
    },
    "colab_type": "code",
    "id": "n1EYHHRVO8BF",
    "outputId": "804ab57f-6e79-4641-fafd-b2b83b64e3a2"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 468x252 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "g = sns.catplot(x=\"total_bill\", y=\"day\", hue=\"time\",\n",
    "                height=3.5, aspect=1.5,\n",
    "                kind=\"box\", legend=False, data=tips);\n",
    "g.add_legend(title=\"Meal\")\n",
    "g.set_axis_labels(\"Total bill ($)\", \"\")\n",
    "g.set(xlim=(0, 60), yticklabels=[\"Thursday\", \"Friday\", \"Saturday\", \"Sunday\"])\n",
    "g.despine(trim=True)\n",
    "g.fig.set_size_inches(6.5, 3.5)\n",
    "g.ax.set_xticks([5, 15, 25, 35, 45, 55], minor=True);\n",
    "plt.setp(g.ax.get_yticklabels(), rotation=30);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "QrJRY8eUSwoq"
   },
   "source": [
    "## Data struncture\n",
    "[Seaborn jointplot](https://seaborn.pydata.org/generated/seaborn.jointplot.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 982
    },
    "colab_type": "code",
    "id": "NqWsjLCyS1mh",
    "outputId": "9d8300d4-dfc4-4c09-d35f-5367dc98e603"
   },
   "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>sepal_length</th>\n",
       "      <th>sepal_width</th>\n",
       "      <th>petal_length</th>\n",
       "      <th>petal_width</th>\n",
       "      <th>species</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>5.1</td>\n",
       "      <td>3.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4.9</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4.7</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.3</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4.6</td>\n",
       "      <td>3.1</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.4</td>\n",
       "      <td>0.2</td>\n",
       "      <td>setosa</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   sepal_length  sepal_width  petal_length  petal_width species\n",
       "0           5.1          3.5           1.4          0.2  setosa\n",
       "1           4.9          3.0           1.4          0.2  setosa\n",
       "2           4.7          3.2           1.3          0.2  setosa\n",
       "3           4.6          3.1           1.5          0.2  setosa\n",
       "4           5.0          3.6           1.4          0.2  setosa"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x7efcd376e0b8>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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JwmYEfTc+G9rD1DSFqGnq4cTZbtq6YwDk+J1ct7SUq+YXcuPVlXR2hLM8YiEmD1VVmF0WZHZZkE/cOJtIzOBobSdHazs5UtvJq+/VYNmpbWbzAi4qinzMLPJTVuCjJN9DSZ6XgNchsweTxJQNG8u2sazUf6ZlY5gWhmmTNEwShkUiaRFLGMQSJuFYknDUIBRN0hWO09kTp70nTktnDGPAFswFQTdVZQHuXl3Jwspcygt9qL3f6FLiKcToeN06K+YXsmJ+IZBqzVPT1MPJ+m5qmkLUtYQ4fKYWwzy3z7lTV8kLuMgPugn6nAS8DgJeJz63jtel43bpuB0aLqeGU1dx6CoOXUPTFHRVRdMUVEVBVVOFDhJcmTMhw+ZyWmI89+Zxdh1twbJtbPvijx/2vIpCwOck6HVSne/jxmVuCnLdFOa4KS/w4XWP/Nd1ua08IFVOmqkFcZf63B6Xjmmk9/iJNO4LGe71TIZxD//cyiQdtzrsz8dIPzMel87CyjwWVp4rsDEti47uOK3dMVo7Y3SE4nSGEnSH43SHE9S3hoknzcsep0JqbZGipH6jKAp3rpzJrVdWpHX8aN4DpjrFti/3rVkIIcRI2tpCWNb0eYstKrrwWqoJeWUD0NERnlT/SAUFftrapsY2vFPptcDUej3yWiauga9HVRXy8qRQaKAJGzZ991smk8k23pFMpdcCU+v1yGuZuKba6xlLcldbCCFExknYCCGEyDgJGyGEEBknYSOEECLjJGyEEEJknISNEEKIjJOwEUIIkXESNkIIITJOwkYIIUTGSdgIIYTIOAkbIYQQGSdhI4QQIuMkbIQQQmSchI0QQoiMk7ARQgiRcRI2QgghMk7CRgghRMZJ2AghhMg4CRshhBAZJ2EjhBAi4yRshBBCZJyEjRBCiIyTsBFCCJFxEjZCCCEyTsJGCCFExknYCCGEyDgJGyGEEBknYSOEECLjJGyEEEJknISNEEKIjJOwEUKIDLFtO9tDmDAkbIQQIkOSpoRNn4yGzUsvvcTatWtZu3Yt3/ve9zJ5KiGEmHBiCSPbQ5gwMhY20WiUf/iHf+Dpp5/mpZde4v3332fbtm2ZOp0QQkw4sYSZ7SFMGBkLG9M0sSyLaDSKYRgYhoHL5crU6YQQYsKJxuTKpo9iZ/AO1tNPP80//uM/4na7ueaaa3j88cdRFCVTpxNCiAll99EWViwoyvYwJgQ9U098+PBhfvnLX/Lmm28SCAT48z//c5544gm++MUvpnV8W1sIy5o8N9eKigK0tPRkexhjYiq9Fphar0dey8Q18PWoqkJBgZ/G5m5a8txZHtn4KSoKXPDPMjaN9s4773DddddRUFCA0+lk3bp17NixI1OnE0KICScUTWZ7CBNGxsJm0aJFbNu2jUgkgm3bvPHGGyxbtixTpxNCiAmnOyJh0ydj02g33ngjBw8eZN26dTgcDpYtW8aXvvSlTJ1OCDFB2TZE4kl8bke2hzLuukOJbA9hwshY2AB86UtfkoARYlqz6YkmJ9X917HUEYpnewgThnQQEEJkhKJAT9QgMo3Lf9t7JGz6SNgIITIiFDOITPMb5JFYkmh8+obtQBI2QogxF0uahCIJpufk2WCN7ZFsD2FCkLARQoypRNKiKxRHGh6nSNikSNgIIcZM0rToDEvQ9NFUhbMt4WwPY0KQsBFCjAnTsujqiQ+qPLNtmzd21fHYL/bQ0hnN4uiyozjPS03z1OmSMBoSNkKIUbNsm85QHOO8EufN79fxm/frqG0OTctP+BWFXmqaQrKJGhI2QohRsrHpCiVIGoPfULd8eJYtH54F4OqFRVwxryAbw8uqGcUBusMJ2rulBFrCRghx2WygK5wgnhy8b8vWfQ1s2lkLwJLZ+Xzm9vmo07Dj+6ySVGPKY2c7szyS7JOwEUJcJpueSIJYfHDQ7DzczIZ3zwCwcGYuv/uReWjq9AsagLICDy6HxvG6rmwPJeskbIQQlyUcG9odYPfxVl586yQAc8qDPHDHAnRt+r7NqKrK/Bk5HDrTke2hZN30/S4QQly2aMIY0j7/wKl2nn/zODZQWeLnc3ctxKHLW8yS2fk0tEVo745leyhZJd8JQohLkkiadIcTg9bSHK3t5OevH8OyobzQx+fvXoTLoWVvkBPIkqp8APafas/ySLJLwkYIkbaEYdEZGhw0J+u7+K9NRzAtm+I8D19YswiPK6MN5SeViiIfBUE3Hx5tyfZQskrCRgiRFsOy6QrFsQYkTU1TD09tPIJh2hQE3Ty0tnrYfWv0aTydpigKVy0o4sDpjmndlHP6fgcIIdJmWRadPTHMAYs261vD/OTVwyQMi1y/k4fvqSbodQ451udx4HdP7yudqxcWYZgWe463ZnsoWSNhI4QYkWXbdIQSGOa5oGnqiPDkK4eIJUwCXgcPr11Mrt815Fi/x0HAowPTs/S5z7wZOeQHXWw70JjtoWSNhI0Q4oLOdQew+r/W1hXjyQ2HiMQMvG6dh9ZWU5DjHnKs3+vAL0EDgKooXLeklAOn2umYphuqSdgIIYY1XHeAjp44T2w4SE8kidup8dCaakryvEOO9Xv7ps4kaPrcsKwM2051V5iOJGyEEMMY2h2gO5LgyQ2H6AwlcDpU/uBjiygv9A05UoJmeKX5Xqpn5bFl91lMy7r4AVOMhI0QYhBFgZ7o4O4A4ViSJzccoq07hq4p/P5dC6ns7fvVfxwSNBdz+9UzaO+Os/vY9CsUkLARQgwSihlEBnQHiMYNfvzKYZo7omiqwmfvXMic8pxBxyiAz+sg4HEgQXNhy+cVUJjjZuOOmmm37YCEjRCiXyxpEook6HsbjCdNfrrxMPWtYVQFPnP7fBbMzB10TN8VTcDjkB06L0JTVe5eXcmJs90crZ1enaCnd/G7EKJfImnRFTq3pXPSsHj6tSPUNIVQgN+5bR5LZqdarxyp6eDtPfV0RxLMrcjhxivKWFI1/faruRw3Livj5a2n+fW20yyszMv2cMaNXNkIIUiaFp3hc0FjmBbPbD7KyfpuAD558xyWzysEUkHz8tZThOMGFUV+mjqiPLXxCHtPTL/7EJfD6dC4+5pKDpzu4PA06gYtYSPENGdaNl09caze7gCmZfPs68f7p3nuub6KVYuK+x//9p56nA6NsnwfsYSJbYOmqWzcXpOV8U9Gt19dQV7AxXNbTkybezcyjSbENGZaNh2hGEZv0FiWzS+3nODA6VSH4ruumcn1S0sHHdMdSVBR5CcSN/rX4Dh1ldau6d1CfzjRhIlhDl/m/LFrZ/GzzUfZur+RKxcUjfg8LofOZG8vJ2EjxDRl2TZd4QSGkQoa27Z56Z1T7O7t33XblRXcsqJi0DGKAnMrcmjsiMKAD+QJw6JwmC4C092e461EYslh/0xVINfv5NnXjxFLGCNuMrequgR9knfSnuRZKYS4XN2hBIneKxPbtnnl3TPsPNwMwA1LS/noyhmDHq8o4Pc6uXFZGZFoknjSxLZt4kkT07S4e3XluL+GyUxVFVYvLiEcM9h3curvdSNhI8Q009eGJjagDc3m9+vYuj/VJHLVomLWXDcLRTm3XqYvaPxunSWzC5hXHqS5PUpNU4jm9ijzyoNcMbdwvF/KpFeS72V2WYADJ9vpDieyPZyMkrARYlqxCUWTg/ZV2fLhWbZ8eBaAFfMK+cRNsy8YNLYNL79zku2Hm1EUcGgKigLbDzfz8jsnx/3VTAUrFxWjawrb9jdO6WIBCRshppFwzCA8oDvA1n0NbNpZC8CS2fncd+tc1BGCBmDTzjoUFDRVQVF6f0Vh0866cX0tU4XHpbOqupjmjihHaqbuQs/JfcdJCJG2aMIgNCBodh5uZsO7ZwBYMDOX3/3IPDR1cNAEvE5O1Xex4d0ztHbFKMxxE00Y6OrgljSqArHE9N2FcrTmlAc51dDDrqMtlBf6CPqGbkI32cmVjRDTQDxp0h1O9F+d7D7Wyotvpaa95pQHefCOBYOqoQYGzVOvHaEznMDr1unsva8wcMdOAMsGt1M+u14uRVG4bmkJqqrw9p6GIX+/U4GEjRBTXMKw6AqdC5oDp9p5fstxbKCyxM/n7lqIQx8aNF6XzoZ3z6BpKi6HhqIouBwaHqeGZacCx7bt1K/Y3LlqxvADEGnxuR1ct6SUtu7YlNw+WsJGiCnMsGy6QnGs3qQ5UtPBz18/hmVDeaGPz9+9CJdD63/8wKABaO2K4TxvNWFhrge3MxVApmXjcmjce30V9944Z/xe2BQ1qzTAvBk57D/ZTn1rONvDGVNy3SvEFGXZNp2hWP+UzMn6Lp7ZfBTTsinO8/CFNYvwDFgoeH7QABTmuOkMJwYFUsKwqCoN8pcPXDV+L2YaWbWomNbOKG/vaeCe62fh8ziyPaQxIVc2QkxBNjadoXPdAWqaenhq4xEM06Yg6OahtdX43OfexIYLGoC7V1dimtZlL+Dce6KV7/9sF3/579v4/s92SbPONDh0lVtWVGBZNr/dXT9l7t9I2AgxxfQt2uzrDlDfGuYnrx4mYVjk+p08fE81Qe+5aqcLBQ3AFXMLefCOBeT6nERiBrk+Jw/esSCtBZx7T7TyzOajg4oLntl8VAInDTl+J9cvK6W1K8b2g01TYv2NTKMJMaXY9ESSxOKpoGnqiPDkK4eIJUwCXgcPr11Mrt/V/2hFgYDPiXeESrIr5hZeVneAjdtr+osLAFwOjXjv16XbwMXNKg2wdE4++0+289aeetasnpXtIY2KXNkIMUUoSu+WzrHUepe2rhhPbjhEJGbgcmjkeB08ueEgP/rVAY7UdKAoELxI0IzGcMUF0h360lw5v5AZRT7WD+jEPVlJ2AgxRYRjBuFIatFmR0+cJzYcpCeSxKmrOB0KMcPC7dLpjibZuOMMzR1RPBlcG1OY4yZhDG6vL92hL42iKNy4vIySfC8/fGE/ZydxhZqEjRBTQCxp0hNJYJPab+aJDQfpDCVwOlQKc9y4nDpOPbVWxu9xUJjrZXNvm5pMGW1xgUhx6hpf/uRSnLrKvzy3h65J2rBTwkaISS5hWHT3LtoMRZM8ueEQ7d1xHJrK79+1iGjcwNHbHcDl1MgLuInGDBrbIxkd12iKC8Rg+UE3//P+K+iOJPjX5/cQT5gXP2iCkQIBISYx07L6F21G4wY/eeUQzR1RNFXhwTsXMKc8SF7ARXc0SdDrJOhz0h2OE4kb4zKddbnFBWKo2WVB/ujeJfxg/T5++OJ+/uS+ZSNuuDbRTJ6RCiEGSS3aTGBaqSmqn7x6mPq2CKoCv/fR+SyYmQvATcvLceoqbrdOVyhOOGbIdNYkdeX8In7/roXsO9nGT189PKlKouXKRohJqjuUIGlYJA2Lp187Qm1zCEjdmN+w7TTb9jVw0/JyqqvyKcx1s/G9GnoiSQpz3P1B8/2f7erv5nz36sq0r0L2nmhl4/aayzpWjM4tKyroCiV48Z1TBHxOPn3bvGwPKS0SNkJMOjbdkSSxpIlhWjyz+Sgn67sB8Lo0LOivOtv8fi2FuW6WVBWwpKqg/xn6FlxqmjpowSVw0dAYzbFibHz8hiq6Igk2bq/B73Gw5tqJvwYno9Nob7zxBuvWrePuu+/m29/+diZPJcS00RNNraUxLZtnXz/O0drUhlsFQRdej6O/6izoc5IbTF3RnG/ggsu+bs6aprJx+9DHjuWxYmwoisKDdyxg9eISnt9ygi27z2Z7SBeVsSub2tpa/u7v/o7nnnuOgoICPv/5z/Pb3/6WW265JVOnFGLMTNRpoq5QnEg0iWXZ/HLAQr+7rpnJjoNNYFm0hBM4NRVNcxOORDCtoc/T2hXD6x7845/ugsvRHCvGjqooPLy2mmjc4OmNR/C6dK6pLsn2sC4oY1c2mzdvZs2aNZSWluJwOHjsscdYvnx5pk4nxJiZqD29YkmTUDSJZdu89M4pdvfueXLrlRXcsqICp0OlK5zEpavk+p20dERo7Yrjdgz9MR/NgktZrDlx6JrKH39yKfNn5PCfvzrY/z0xEWUsbM6cOYNpmjz88MPce++9/OxnPyMnJydTpxNizEzEaaJEMlXibNs2G949w87DzQDcsKyUO1b2bVqm4HHpBH0uOnriGCaAnepjc57RLLiUxZoTi8uh8dXfWc7MYmzxCG8AACAASURBVD8/fGE/h850ZHtIw8rYNJppmrz//vs8/fTTeL1evvKVr/DCCy+wbt26tI4vKPBnamgZU1QUyPYQxsxUei1waa+nPZQg4NFRBrxJ65pCRygx5n8v7x9qYv2W4zS1RyjJ97Lu1nmsPG8qJBY3aO+JkZfn46W3TrBtfyMAS+YU0NwZ49Ff7KEwx4Nl28wqC1LT1EPCsHHoKjl+N0nTHjLu24sC5OR4Wb/lOM3tEYovcO7hjObY80317zO/z4Wmaxd4dPq8XhdF+d4RH/MPX7mRv/7hOzz+y738ry9fz6JZ+aM+71hS7AwVav/zP/8zoVCIv/3bvwXgmWee4dixY/z93/99Wse3tYWwJtE+DkVFAVpaerI9jDExlV4LXPrr+f7Pdg3ZMCyeNMn1Ocd0w7CBVV1OXSVhWJimNWiVvWnZdHTHMCybLR+eZVNvi5k55UHau6PouoZDU9E0BduGRNLEO2CfmkyMe6xM5e8zVVUoKPCz4e0TRGLJUT/3quoSfMNsAXG+zlCc//1fuwhFk/zlA1dSWTK+YT7Sh4eMTaPddtttvPPOO3R3d2OaJm+//TZLlizJ1OmEGDPjNU10sek607LpCKWCZuu+hv6gWVKVj21Z6LqGU9dwu3QKczzEEyadPQmZ3prGcv0u/vz3VuByajz67G4a2iZO486MTaMtX76cL37xizzwwAMkk0luuOEG7rvvvkydTogx03dVkU412qVUrZ3/2PrWMLkB16DH9FV1WbZNVzi10+bOw81sePcMAEvnFvDpW+fy2LO7cbt0XE6NXL+L7nAcr1snFE3QHUoQSxi4nTp3rpoxIaroxPgpzPHwF793Jf/7vz7g//x8N3/92asozPFke1iZXdR5//33c//992fyFEJkRDo9vS5lceNwj40mTLRIkqDv3K6ZCcNiVqmf7t6dNncfb+XFt04CqamzL31yGaGeGHkBF3HD6g8aw7TpDicwTcjNdVKopyrGtu5vpKosKIEzzZTme/mzz1zJ957ZlQqcB68ix++6+IEZJL3RhLhMl1K1NtxjfW6dUCQ5aNrLpatcu7SUWMLkwKl2nn/zODZQWeLnc3ctxNl7H+nWqyoIeB20dEZIGqkpv3DMwO91TKgqOpE9M4v9fO3Ty+kKJXj02d2Ex+De0WhI2AhxmS5lJ8rWrhjhaIKaph7ONPZQ09SDaVm4XVp/C/7SPA+fuGk24UiSf31uD89sPoplQ37QxR98bFF/wYKqKFyzqISPra7E73b0t+/3ODUCXkda4xHTw7yKHP7HfctobI/wL8/tJZ7M3tYE0htNiMtUmOMeUrV2ocWNtmXREzHO/d6GnohBQeBcpVg4bvDB4Sae33KCUDT1WE1VME2LM409LKzMQwFy/U6cDo1lcwpZNufc9NhwVXSy2FIsqcrnSx9fwr+/uJ9/f3E//2NddrYmkLAR00q6N/Rffuckm3bWDbrRDgz62vK5+bR1x4jDoNLl4aq/QjFjyNcGfj2aMAhFEmzaUUt4QNAU5roxLZu399RTPSufnICLSM/wSwLuXl3JM5uPpjUeMT6qZ+djDNcv6BIpqkI4Pvz3ULrj+PTt83j29eP86NcH+exdCwetI7tULoeOfol5JWEjpo10b+i//M5JXt52GgUFTVWIJ01efOc0kAqAvq9tP9zM6kXFdIQSFw2v89u79LF618Z0hxPUtYRpaItg956nIMeNpqqoik00YZLrd+FzO4j0DD8tdilVdGJ8HDrVPibrbMaCy6GxYl4BOw41E02YXDn/8r8vVlWXoKex7mcgCRsxbQy8SQ+pH75479cHviFv2lnXHzQAmpJa8wKc9zXYc6KdH3z95oueW0HBxmbgZ0lVVSgIuukMJWhsi/DjDYewAVWBghx3/1SHpilUFPlxDtPj7HyyM6YYybK5BYRiBvtOtOFz6/0b7I0HCRsxbaTbrTiWMPpD5XxJ08LubTemkJr+SmcDMpdDIZqw6ZsAUxUozPUQjSf4t/V7qWsNY9vg0FU8Tg3LtrFtG01T8HscXL9k4nbzFZOHoihcu7iESMxg+8EmfG4HFUW+cTm3VKOJaSPdbsVup86FOiX1NXey7dQUmG2TVnfoWaVBfG4dVUkFVWGuh6RhEIoanO0NGkUBt1Plmupigp5UVVlFkZ+Pra4cVAggxGioqsItK8rJ9bt4a089XaHE+Jx3XM4ixASQbhuaO1fNwMbGtFJXF+Z5yTNoKkwhrXUtd6+uxOvWKc73snROPj6Pg66eBFZvaCkKFATduJw6J+u7+dInlvJ3X7iGP/r4EgkaMeYcusptV1WgqQpv7qojMQ4l0TKNJqaNC91AB4ZMhd17fdWgyjNIdVHuiSSx7FTIpEJi8HTbhda19J17674GWrpi2KaFxbkrpfygG6dDw7ZTWz6/8PZJTtd3kxdwyU1+kRF+j4NbVpSzeWctb+9p4CNXV4yqQu1iJGzEtHL+DfQLVag9eMeCQTf++9aw5AbOTbk1tA5tcjjSupYr5hZSWRKgoyfOE78+OCBoXP1FC6Zl43Jo1DWHcDm1EVvgCDFaJfleVlUXs/1gM/tPtbNsTkHGziXTaGJaS7flzHBTcG6XjtuppdVl2QY6w3G6Qgl+8uph6tsiKAqp+ziqgm3bqGpqeiNumOiaKi1nxLhYMDOXqtIAu4+10tQeydh5JGzEtJZuy5kr5hYyrzxIc3uUmqYQze1RlszK5aG11f3tZnJ9zkF70Zxj0xNJ0BNO8tRrR6htDqEAn75tHvffOjdVDGDbVBT5icSSeF0Xr5gTYqwoisK1S0vwexy8vachY/dvZBpNTGvptpx5+Z2TbD/cjKIoOFQFy4bth5spyfeOuDGZokB3xKA7nOCZzUc41dANwKdunsPyealQqp6VT67fhdOhSssZkRVOXeOm5eW8+l5qy/EblpWN+TnkykZMa+lWqA1c6Kkovb+isGln3YjPH4oZ9IQTPPv6cY7WdgFwz/WzWLmoGEg11ewLmksZjxBjrTDHzdLZ+Zw4201dS2jMn1+ubMS0lm6Ll+EWeqoKROIXXtQZTRh0h+M8v+UEB063A5AfcLJ1bwMHT7Vz21UzWLWoZFBnAGk5I7LpinkF1DaHeO9AE5+8yTumDTslbMS0l06LF7dTJ5400QbkjWGm2s+cv6hTUWDBzDy6QnFefOsUu4+39j6HiqqpODSVhGmxdX8DQZ9jyDoaaTkjskVTVa6pLmHTzloOne5g2dyxq06TaTQh0jDcQk8b8Hn0QZVsTofGtgNNdPbE2bAtNf8NEPQ58HkcOHUNj0unMMdDTyTJq+9JlZmYWEoLvMws9rPvZBvRUXSaPp9c2YhJ5z9f3s/2Qy1Yto2qKKyuLmL1ktJhF2tu3F5DeyhBvt95SdNRw21FMNxCT49Lp6k9gmFaOB0alSV+aht7eG1nLVv3NwKwalExx2o7cOoabqdG0OekO5xAU5Vhq8zS3QZBiEy5emERL70TYv/JdlZVF4/Jc0rYiEnlP1/ez7sHm/t/b9k27x5sZtexVvKC7v7prCdfOQy2jdfjIOC58HYCw0l3oec3n9hOQ1sYRVHRVIWg10lDaxjTtNny4VkAVswr5BM3zebJX0dJmFZ/0JiWPWyVWbrbIAiRSUGfk6rSAMfrulg+r6B/O/LRkGk0MalsP9QCpPqT9f0HEE9ag6azYnGDWMJMq2/Z+dJd6JlqAaAANrl+JwnDpDuc7N8QbcnsfO67dS6qonDrVRX4vQ5au6IYvdVmw1WZpX1uITJscVU+SdPiWF3XmDyfXNmICWu46STLvkA75vOYVmorgMb2CKZpoWkqAY+e1uLI1GNsOnriGIaFrg9/bCxpkRdwomoqpmnTFU70byGwcGYuv/uReb2l0rBqUQmdPXE2bq8dtPvn+Vcr6W6DIESmFeS4Kcr1cLyuiyWz80f9fHJlIyakvumk4Sq90qKkFl6apoWqKJimRUdPAncaG5C5HSodPYneY7ngsYU5bnIDbopzPRimjWmmosbt1HjgjgW9LWcgx+/iWG0nb+9tIOh3MqPYT9DvZOv+xiHbEaS7DYIQ46GqLEBXOEFXKD7q55KwERPShaaTfL2f+u0B/wG4HOqghZDYfVNsSm9Apaa70korpfexKL1dcIc/9p7rZ6EoUNPYQ2fvD6OmKqy7eQ4O/VzQuB0ar7x35rJ7sMmiTpEtlcV+AGqaRr/IM61ptFgsxqZNm2hvb8ceMI3xhS98YdQDEAKGTpmdbQ2TF3ANeoxTV3E7dZbNzr9oNVo4msTt1OiJJDFMG11TCHjddIUTF91Zs+9eTyR+rkeU16URSwzsGWUzsyTIrJIAx3o7Azh1lftumcPSOQUoSuomq7v3xmq602NXzC3kdEP3oKq34abbhBgPPo+DXL+T5o7oqJ8rrbD5sz/7MxoaGliwYEFG9zsQ09NwFVixuEm3miDHfy5w+qaT/vDepfzhvUOfZ+Abcl+PsZJ8Lw5dJWlYdIXixOLmkKm5848F+oOm7xonEjfxulO7ZyoKhKIG+0609ledFed5+MOPL8bndqAoEPA58TjP/Xil24Nt74lWtu5vJOh3UqinptS27m+kqiwogSOyIj/oprFt9N2g0wqbo0eP8tprr6GqMusmxt7AKTNI7Xzp9zoIRZO4XTpOXSVhWCNOJ51/ZbSoMpc3dp2lvSvWfwVkWBY5Pteg88SB57ecGHRsR8+5q42B5Qjd4dT2ueG4wYFT7Ty18QiGaVMQdPPw2upU0AB+rxOvc/CP1t2rK3lm81HiMOj1LKrMHXSlFYokhvxdxHv/jiRsRDbkBVycrO8mljBxOy+/BDqtsCkoKMAwDJxO52WfSIgLGW6KKeB1YJoWuT7nRRc3Dndl9Mausxi9N+z7KpRtG85v9WSaFs3tMYrzvf3Hmr3355XeYxSlt8xagVjS5MiZDn7y6mEShkWu38nD91QT8Dp7g8aB361zftHccD3PFlXmsnV/46BxN7dHBm2mBlKNJrKr72cznjAyFzY//vGPASgqKuJzn/sct99+Ow6Ho//P5Z6NGAsXmmIqL/SN2L6/z3BXRu29b85lhb7+abSG1jDd4SQ+z7kPTV2hBPp5x/ZNnTkGJJOiQFmBj2O1nTyx4RCxhEnA6+DhtYvJ7Z3q83kc+D2OIUHT5/yeZ9//2a4h49Y1dcgYpRpNZFNfA1rTSm/ZwYWMGDZHj6bms/1+P36/n1OnTo3qZEIM50JTTOlWYA13ZZT6wRj8w5Hjd9LaGaOmsYe+5ZgABTmDCxGCPgdd4WR/CbKmKhTmephV4uNHvz5IJGbgdes8tLaagt4QSAXN0CuagdIpgsjxO2nrihFPmsNOt11O6x0hRkMdj7D57ne/C8BvfvMbPvrRjw76sxdffHFUJxaiz2jb6g93ZZT6NDa4mCUaNwbFT9//jyVMfJ5zX1dVFVXpLX5WUkETiyd4/0gr4VhqKuGhNdWU5HmB1DRDwKMPOd9A6RZBaJpKeaEPv8cx7HTbpbbeEWK04r1VmK5RtqwZMWzeeOMNDMPg+9//PrZt95c9G4bBY489xic/+clRnVyIPqNpqz/clZHbqYGiEE+a6Frq13DUQAEcA7aBThoW4aiB33vuSiIUSRL0OckNuMjxu+gKxWnpNLEsG6dD5QtrFlFe6AN6g8Z78XuZl1IE8ZmPLLjgdFvfGh0pGhDjJRxNAvSvcbtcIx596NAh3nvvPdra2njqqafOHaTrPPzww6M6sRBjZbgro898ZF7/1zpCCfL8ThrbIqgKJE3r3I1/BSybQYUI4WiSHL+THL+LnnCCuuYQVu8Uwu/ftYiZxQEAPC6duuYefr3tzJArsvOnzOpbw+SeN2WWbhGEtLAR2dQdSeJxpRYhj8aIYfPII4/wyCOP8Mwzz/Dggw+O6kRCZNKFroyumFtIUVGAlpYevvx/tgxqBWPbqakyp64OKkT4x5/tAlUhFElQ2xTqr2orzfMwpzwIpILmbEsPP914ZEiH5tMN3UOqzKIJE633iqlPukUQ6a7REWKs2bZNY1uE4t4p49FI67qoo6ODH/zgB/2/VxQFj8fD/Pnzuemmm0Y9CCHGQ7D3CgLOLdbs+/pAa2+YxS9eP059W6Q/aHxunbt6CxY8Lp2gz8n/fenMsGtiNu2sI+h3Dvq6z60TiiRxObVLLoIYOE3YNyUoLWzEeOgMJYjEDcoLxylsjh49yocffshdd92Fpmls3ryZiooKXn31Vfbu3csjjzwy6oGI8TVeG3Sle57hHgeXXzQA8PI7J1NtX5Jmb9sYmxyfg55IEssGVUlNZSWSZv/CytllAVbMKyBhWP1BU5zr5mPXzgLgl789QVtXDLdTG3ZqzKmrxBIGhfrgq46gz4lp2WmtGzrfwGnCvilBqUYT46GmqQeg/x7laKQVNm1tbaxfv56ioiIAvvzlL/PVr36VZ555hvvuu0/CZpIZrw260j3PcI8buPnZ5Yzx5XdO8vK20ygo6CqpqwHLxq8qzCwJ9D+uO5wgFE32trbx0B6K8+NXj/QHzbqb57ByUTFHajrYur+x9x6PPeLUmNupkzCsIdNeFWmuGxpO3zRh35SgEJlmWjZHazspL/ThczsufsBFpBU2nZ2d/UEDkJeXR2dnJ06nE12XLXEmm+EqozJR3ZTueUZalJkXdF/WGDftrENB6d1PRkFTbSzLHrbyzOfRyQ+6sG042xzuD5p7rq9i5aLUlrh7T7ahKJBIWv0VYReaGrtz1Qy27m+87HVDYuqonp2PYVoXf+A403vL+0ey81AT0bjJH6yZzeKqwfvZuByX/r6f1hEzZ87k0Ucf5dOf/jQAzz//PJWVlezZs0f6pU1C41XddKHznG0ND+oHNtziRtOyOH/dyqWMMZYw+lc+99E1haRpD6k8K8n3oCoKJ+q7+js7O3SVg6fa2Lq3nqryIC0dUVRVGdSI9mJTY+d3bgYu2nFaTC2HTrUTiSWzPYwhVlWX4HNd+O3fMC0276ylrMDL1QuKUMegAXNaYfOd73yHb3/723zqU59C0zRuu+02vv3tb/PKK6/wjW98Y9SDEONrvKqbhjtPd+9ixoGdl4dd3DjMh5hLGaPbqRNPmmgDfkYsG7wufdBU1r88t5u4YXGqvptob6dnp65iWTbd0SRlhT7CsSRN7VF8Hn1IF+rhpsaG69z8xof1sOvsZU8LCjGe3tx1loa2CP/z/ivGJGggzbDJz8/nn/7pn4Z8/YEHHhiTQYjxNdr2MKM5Tzhm4Pc6Lrq40e3SoXfzsMsZ452rZvDyttOYFmiqjWmBjd1/hQGpNTa3rKjgP351sP+Kxu3SSCZNfB4HRbkeNE0hHLMuqQt1JqYFhRgv3ZEEL75ziqWz81k+t2DMnjetsNmxYwePP/44XV1dgzZP+9WvfjVmAxHjZ7TtYUZznkg0ScA7+GbjcIsbBy7KvJwx3nvjHIBB1Wh3rprR/3WAUMxg38n2QZui2b0brZUV+HBoKl292woEvA7iCYPuUOKim5oN36ttdNOCQowH27b56auHSRomn7l9/pjuX5ZW2HzrW9/ivvvuY/HixbJ52hQxmvYwozlP36Zm6XZ4Hs0Y771xDvfeOGfYCq5I3ODXW0/xZu/mZy6HSl7AhWHZ2BYkkmZ/TyiAnkiSpGlTkOO66KZmw/dqG920oBDj4bd76vnwWCu/+5F5Y1LuPFBaYeNwOGQ7ATEmxmsKbyTRhMHG7Wd4bUctAE6HSn7QjaIoFPgdJA2LupYQ+UH3kKq1dCr4hu3VNsppQSEy7WxrmJ//5hiLq/K4Y9XMMX/+tMJm/vz5HDlyhIULF475AMT0cqEpPBhaqXW6oXtIRdfAabCB0l08GkuavP5+Hb/edgZIVajlB1woioLP48Dt0onFY7gd2pCqtfM7DVxoGuxivdqkGk1MNKFoksef34vbqfHw2sVjVhQwUFphU1tby3333Ud5eTku17lqHLlnIy7H+VNrwy3q/L8v7SeWtFCV1FqZeNLk5W2nAYYETrqLRxNJiy0fnuWFt04CMKc8iGVZhGIGOR4dn1unK5QgPsy03oWm/y40DTZSrzYhJhLDtPj3F/fT3hPjLx+4asgyhLGSVth8/etfz8jJhYDhq7diyVRnZq23dllTwLRSN/zPD5t0Fo8mDIt39tXz/JvHsYHKEj+fu2shpxu62fx+LS6XRmcoTiwxfN+xiTD9J8RYs22b/9p0lENnOnh4bTXzKnIydq60wuaaa65h7969HDx4kHXr1nHgwAGuvPLKjA1KTC+tXTEUBZp64himha6p/TteDtoOgNRizXR2vBw4xRWLG2w/2Mh//+YYlp3q8/T5uxfhcmhUz8qnINfNa+/VEIokLzi9NV4VfEKMp/VvneStPfWsvW4WNywry+i50gqb9evX88QTTxCPx7njjjv4yle+wte//vX+jgJCjIbbqdHQFkZRVFRF6W8XA/SHTt92ALpKWjteJgyL4lw3hmnz3v4Gnn7tCKZlU5zn4QtrFuFx6aiKQq7fRXGeh6VVF19PMF4VfEKMh43ba9jw7hluWVHOupuHvxc6ltLqNfP000/z7LPP4vf7KSgoYP369fz0pz9N6wTf+973+Ku/+qtRDVJMcbZNX9P/1DquwXudD7pVqShDdq30ex2EYwbxpIndW/FlWRZrrqti9/EWfvDcHgzTpiDo5qG11fjcDhQFcvxOnA5ptySmn617G/jFm8dZuaiYz925cFyWtKR1ZaOqKn6/v//3ZWVlaNrF96N+9913eeGFF7j11lsve4Bi6ulv/d9bZWbbFnkBJz1RA8Ow0HUVyzL7twEYuB1ATySJYZh09MT7Hxvw6Hic56rHinLdrL2+ihNnu3jp7VNYdqrq7NYry2loDfPCgRMoioKuKXx05Uy5WhHTytHaTt470MQVcwv40scXo16sI+cYSStscnNzOXToUH/6vfzyy+TkjHwjqbOzk8cee4wvf/nLHD58ePQjFVPCwNb/fVVmpmWjqial+ec2aGpoDQNQNmBhWTxpEkuYdPQkUJRUAJmmRUdPgrJ8T3/1mGVbvLajlhffPoVtg6oqBLwONm6vweHQqCjyEYsbdIYN6U8mppW+oFk8O59HPrUMfZRbPV+KtMLmb/7mb/jqV79KTU0NN954Iy6Xix/+8IcjHvPNb36Tr3/96zQ0NIzJQMXEcrmbrw1s/Q+pKjPbtgnHDJKtYUzLQlNVNE3BoWtDFkH6PQ7ae+JgpSbbFHr/p/eDkGXZHD3byfrfnkwFjQIleR4URSEWj+F36ySSJoZpS38yMa0cPtPBjkPNVBT5+OI9i3Ho4zuFnFbYzJ07l5deeonTp09jmiazZ8/G4bjwZjrPPfccZWVlXHfddaxfv/6yBlZQ4L/4gyaYoqLAxR80SYz0Wt4/1MTPXz+Orivk+J2EYkl+/vpxcnK8rKwuGfF5Y0kTXWXQHLHSu0ezoqS+riip8uU1N8xm34k2mtsjFOd7WXfrPP7l5x+m7u707evcW6UWihrk5vk4VtPBj351GNOyURQozvPg0FU0VSEv6KKjJ47bpff/oOmaQkcoMan+7SbTWC9mKr0WGPp6/D4Xmn7xWw6Z9sHhJnYcamZ2eZC7Vs8iJ+ihKH/0Wz1fihHD5sc//vGwX9+6dSvABVvYvPLKK7S0tPCJT3yCrq4uIpEI3/nOd/ibv/mbtAfW1hbCsuyLP3CCmEo7KF7stTy76TAoqX5fhmmnflVMnt10mFkX2avc7UhdrWjquX9b00oFTWnB4CmzXYeahvRLSyTN1P2WAfPMpmXjdevsPtTIv63fR3t3qpQ66HOiqqmgyfG5OFnfRdKwSBrWoPPk+Z2T5t9uOn2fTTYDX4+qKhQU+AmF41ndz8a2bXYfa2XfyXZmlwW4YWkpkWiCSCROi2le/Aku0UgfHkYMm6NHj17WCQeG1Pr169mxY8clBY2Y2Eaz+dqdq2bw0tbTmMbgDxIBz+Ar5Qs9n6YpYKS2Zu67uMkLurBtm//vpf20dcfQNYXbr57BjkNNmJZFXtBDe3ccALdLl/5kYlqwbZudh5o5XNPJvBk5XLukJCNtaNI1Yth897vfvegT/Omf/umwe92IqWs0m69VlQVxOzViCbN/sSa9N/EHutDzVRT6aGyPEE2YGIZFYa4bXVNp6YiSMCw0VeGzdy5kwcxcygq8HDjVQXNnFI9T46G11YAszBRTn2XZbNvfyMn6bhZX5XH1wqKsd+y/9I2kz3Pq1KkR/3zdunWsW7dutKcRE8hoWrds3F5Djt9F8Xm7d6a7MVnfud0uncIcF5GYyZnGnlRFmwKfuX0+C2bmAnDlgmJuXl5OUVFw0HSNhIuYygzT4q3d9dS1hLlyfiFL5+RnPWhgDMJGTD+jad2SmhqzR1wnM9Lz9X1t674GWrqiNLZFU8UAwP23zWPJ7HwAvG6dgEfn/A3LhJjKEobJmx+cpakjyurFxSyszMv2kPpJ2IjLcrmtW9wOlYb26IjrZC5m2dwCygp8PLHhUP8um5+6eQ4r5qXG43HpBLzOkZ5CiCknljB4/f062nvi3HRFGbPLg9ke0iASNmJ89d2kQUVR+nqfWf3rZNLR3h3nqY1HOFrbCcA911exclExAG6XRtDrlOsZMa1EYkk276wjFE1y25UVzCieeEtHJGzEuIolTPKD7lTbmd4OzwGvm+5wYsjmaedfOdnYdHTHeWbTUQ6cbgfgrmtmcv3SUiDV0DPXl5m9OISYqHoiCTbvrCOeMPnoyhmUjPP6mXSNOmxse/KshRHZ11fJNvAHojucIJow6QwnLrj5mY1NZ0+cZ984zu7jrQDcdmUFt6yoAHqDxi9BI6aXrlCCzTtrMSyLO66ZQWGOJ9tDuqARw+bAgQMjHrxkyRIee+yxMR2QmNqGq2QLRZL4PPoFNz/rC5pf/vYkOw83A3DDslI+unIGIEEjpqfOnjibdtYCqSv8vMDFpOTwggAAIABJREFUlx5k04hh8yd/8icX/DNFUXj99deZPXv2mA9KZEdfv7P2UIJ8vzMja1CGq2QLR5MEfYNv6Dt1lbOtYf79xX20dcdo74rTGU4AsGpRMWuundW/xUCOX4oBxPTSFzSKAneumjloL6eJasSweeONN8ZrHCLL9p5o7d+ULOAZfiprrJxfyfb9n+0aski0O5zA49TpCCVo6YzRE0m1/JhTHuQTN87uD5rcgBNFygHENNIZGhg0lZPmw1Za92za29t5+eWXCYfD2LaNZVmcOXOGRx99NNPjE+Nk4/aaIZuSjVdH5OGm1pwODbdTp7kj2h80ToeKbVmoqoKz94pGgkZMJ93hBJt2DLyimRxBA2mGzde+9jXcbjfHjx/n+uuvZ9u2bVx99dWZHpsYR6PpdzZa50+tzS4L0NgWoSsUp7t36szl0MgLOOkMJXDoCrl+Z1b7PAkx3iIxg9+8X4dtw53XTI6ps4HS2tCgvr6e//iP/+Dmm2/ms5/9LP/93/9NTU1NpscmxlFhjpvEgG7IkH6/s7FwxdxC/vKBq/jeH1/HZ25fQDxp0tUbNE6HSn7QhWHZVBT5yAu4JGjEtBJPmvzm/VpiCYPbV86YlAUxaYVNYWHqk2dVVRVHjx6lpKQEwzAyOjAxvu5eXYlpWsSTJrZtp3bQHOeOyKmqswS7jrbQ0ntFpWsKeQEXSdPC7dS4e/UsVGV8N30SIptMy2bLrrN0h5PcdlXFuH0AHGtpTaMVFBTwox/9iBUrVvD444/j9/sJhUKZHpvIoOF22rxhaSmbdtbR3BHF7dC4c9WMcWta2Rc0e0+08vPXj2HbkB90EfQ46AonqCjycffqWSyuyh+X8QgxEdi2zY6DTTR1RLnxijLKBuz5NNmkFTbf+ta32LBhAytXrmTp0qX867/+K3/xF3+R6bGJDBlYeda3iPLJDYdAUQj6nZS5dcIxg637G6kqC2Y8cPqC5tCZdp7ZfBTTsinO8/CHH1+Mz+1I7bL5/7d35/FR1ff+x1/nzL5k39hlExIREBAQiSgIIouAig8RCy649dfaW3uvpbaWx729V6+1/sSf2s1brbfWpVpXxKIgggQQQSsoq7KEBAIh+0wms57z+2OSISEBQpKTmYTP8w99MM5wPgdD3vl+z+f7/SbZMZtk6kx0LXkD0qM7Zagqahu+fD/96ijfFlczbWxf5uR33DITm6XzN49p1RU//PBDFi9eDMCDDz7Igw8+yHPPPWdoYcI4jTvPIPrwvaJ+2iotydap3WgNQfNtcRV/WbWXcEQnI9nOnbPycNktqKpCitsmQSO6pN0HK/D5Q4zNy8FlO7dv8AeO1vDmuv1cMjiTm6cM7vLPKc9496+++ip+v58XX3yRQCAQez0UCvHSSy9xzz33GF6g6HgtdZ5FNJ3oBpknGd2N1hA0B0tqePEfewiGNVLdVpbMzotupqlAqsuG1SzPaMT5xR8M89yKnaQlWblrdl6XDxo4S9iYzWb27duH3+9vckS0yWTil7/8peHFCWO0dNKmSVU49ewXI7vRdHSqvUEOl3p44YPoUQFJTgtLZl1EqtuGokCyy4rVIkEjzj9/W/sdJyrr+OnCUTjtlrN/oAs4Y9jcdNNN3HTTTaxZs4apU6d2Vk3CYC0torRbTaAoBEIRzCbF8G60am+QIydqeWHlbnz+ME67mTtn5ZGRYkcB3E4rDqtsSi7OP/uKqlj/1VGuHd8voQ4/a69W/dh42WWX8R//8R/cdtttVFVVsWzZMmpra42uTRhkxKBMbp02hFSXFZ8/TKrLyp2z8rhzZi6pLiveuuhrt04bYsjzmqraACXlPp5fuQuPL4TdauLOmXnkpEV3gnY5LbjtEjTi/KPpOq99/C1pSTbmdmBDQCJo1d/oRx55hOzsbMrLy7HZbHi9XpYtWybb1XRhpztpc8SgTLKykjhxwmPIdau8AUqr6nhh5W6qvEGsFpXbZ+TSKzPa0ulyRINGTq4Q56PPdh7j0DEPd83OazLN3R20Kmx2797Nf//3f7N+/XocDgdPPPEEs2fPNro2kSBaWpNzriOehmc0ZdV+Xli5m/IaPxaTyuLpufTLSQLAaTeT5DBz6rMjIc4Huq6zcnMh/XLcXDasR7zL6XCtmkZT1aZvi0QizV4T3VPDmpxTDzbbsb+s1b9HQ9BUegK8+MFuSivrMKkKt14zhIH156TbbSaSnFYkaMT5au/hKkrKfUwd07dbdJ+dqlWJMXbsWH7zm9/g9/vZsGEDP/zhDxk/frzRtYkE0NJu0CaTyqotrdsbryFoqmuD/O+qPRwt96EqcMvUCxnSNxWIrvNJcVklZsR5bd1XR3DazIzLy453KYZoVdj827/9G06nE13X+c///E9yc3P56U9/anRtIgGUVfubrXNp7fqbhqDx+EK89OFeDh/3ogA3TR4c23bGalblqABx3otoGtv3lzM2LxtrN3tW06BVYVNUVMTatWspKiqiqKiIL774gvLycqNrEwmgrbtBNyzY9NaFeHn1Pg4crQFg3qSBjBwcfd5jNiukumUHZyGKS2sJBCMMrR/td0etCpuHHnqIm266ie3bt7N9+3amT5/OL37xC6NrEwmgLbtBa3o0aHyBMH/7+Dv2FVUBMPvy/ozNjU4RmFWFNLcNtS0bRgnRzXx3pBqAC/uc52FTV1fHggULsFgsWK1WFi1aRFlZ6x8Qi66rpTU5Z1p/o+k6Vd4gdYEwb67bz85DFQBMH9eXyy+OdtiYVIXUJDsmaTIRAoCKGj9mk0pGFz0+oDVa1frct29fvvzyS0aPHg3Avn376NOnj6GFicRxujU5p2oImkAwzLsFB/nqu+gPJJNH9ebKS3oDoCqysaYQp/KHItFdPLqxVoXN8ePHWbRoEUOHDsVsNrNr1y6ysrK47rrrAFixYoWhRYrE1zhoPthcyNY9pQBMHN6DqZdGfzBRFEh1W2VjTSFOEQxGuv0+gK0KG+k8E2fSEDTBUITV24rZ+M0xAMblZTPzsgtQFAVFgRS3rdt22gjRHklOKx5fCE3Tu+1zzFaFzbhx44yuQ3RRjYNm3T+PsO6fRwC4ZHAmc/IHRIOG6MaadgkaIVrUI8NJKKxRXuMnK9UR73IM0b3HbcJQjYNm49clfLS1CIBhA9K58apBsZZmp0M21hTiTHqkRzehLSr1xrkS40jYiDZpHDRb95SycnMhAEP7pnLzlMH15+Oc3O9MNtYU4vQG9krGZTezrf5ZZ3ckYSPOWeOg+erbMt759AAQ/QuzcNoQzKbol5XdZiLJIfudCXE2ZpPK2Lwcvtx3grpAON7lGELCRpyTxkGz82AFf1/3HTrQL8fNoulDsdR3msX2O5OcEaJVJgzLIRjWKPi6JN6lGELCRrRa46DZe7iS1z7+Fk2HXpkubp+RGzt/w2oxyX5nQpyjwb1TyLsgjRUbD1HrD8W7nA4nYSNapWFTzWAowoGj1by8eh8RTSc7zcEdM3Ox1x/hbDGrpLqtst+ZEOdIURRunjKY2roQKzYeinc5HU7CRpxVw15ngVCEw8c9/GXVXsIRnYwUO0tm5eGyW4DoxpppEjRCtFm/nCTyR/RkzbZivi2uinc5HUrCRpyRpkdHNIFQhKNltbz4jz0EwxqpbitLZuXVH3jWsLGmXQ7VE6Kdbp5yIZkpdv7w7k48vmC8y+kw8p1BnFZsC5pQhOOVPl74YDf+YIQkp4Ulsy8i1W0DGm+sKSMaIdrLaTfz/XkX4/EF+dP7u9G07rFuQMJGtKhxM0B5tZ8XVu7G5w/jtJu5c1YeGcnR3WllY00hOt4FPZK4ZeoQvj5Qzl9X70PvBgvVZFm3aCYUjlDpCRAKa1R6Ajy/chceXwi71cSdM/PISYuudpaNNYUwzuRRvSmv9vPBZ4UkOSxcP2lgvEtqFwkb0YSmaVRU+wmFNWp8QV5YuZsqbxCrReWOmbn0ynQByMaaQnSCG68ciMcXZMWmQzjtZqaPO/2hhYlOwkbEaLpGhTdAcrKJWn+IF1buprzGj8Wksnh6Ln2zk4Bo0CS5ZGNNIYymKAqLrx0aPfV27XeEwhqzL+8f77LaROY/BFA/ovEECId1fP4Qf165m9LKOkyqwq3XDGFgr2SA2A7OTqv8nCJEZzCpKvfNHcZlw3J469MDvLl+f5d8hiPfMUQ0aLzRoAmEIvzP619xtNyHqsAtUy9kSN+T56K7nNEdnLvg17oQXZZJVblr9kXYLCZWbi6kLhBm4dQhXersGwmb81zjoAmFNV76cC8Hj9agADdNHsxF/dNj73U5JGiEiBdVUVg8fSgOm5lVWw5T5Q1yz3UXdZnnphI25zFN06msD5pwROPl1fs4cLQGgOsnDWTk4MzYe6NHBVjiVaoQXVLegHTCEQ1FVajtoN2cZ13eH5fDwlvr9vPrV/7JPXOH4Y7j302bxUxrGlIlbM5TjUc0EU3nbx9/x76i6PYYN08dwsiBJ0c0dpsptlOAEKL1dh+swGfAppouu5lJl/SiYEcJj/5lG1eP6UOyKz5/R8fm5WC2nT1KDG0QePbZZ5k1axazZs3i8ccfN/JS4hw0dJ2FwzqapvPmuv3sPFQBwPRxfZl8ad/Ye2NHBcSrWCFEiy7okcS0sX0JhjT+8dlhjlf64l3SGRkWNps2baKgoIC3336bd955h507d7J69WqjLidaSdNPdp3pus67BQf56rsyILqI7MpLesfeazWrclSAEAksO83BjMv6YbOorP68mIMlNfEu6bQMC5usrCx+9rOfYbVasVgsDBo0iKNHjxp1OdEKEa1p0KzcXMjW+mNoJw7vwdRL+8TeazYppLptsoOzEAku2WXl2ssuIDPVzobtJXxzoDwhW6MVvROqOnToEAsWLOC1116jf//+Rl9OnGLb7uOs2XqYouMe7FYz14zvx3fF1azafAiAKy7pzcLpQ1Hqg0VVID3Zjq1+Lc223cd5a913HK/wkZPu5IarBnNpXk6c7kaIrmP9l8WddsxzJKLx8bYivi2qYvjgTPJH9uqUHxZHD80mO9151vcZHjbffvst9957L/fffz/XX399qz9XXu7tUrudZmUlceKEJ95lNLNjfxn/2HKYQChCIBghFNHw+kL4gxEARl2YyY1XDYp9UaqqwsB+aXhr/LHPv7x6HyaTitWsEgxrRCIat04bwohBmae9biJJ1P83bSH3krga34+qKmRkuFm5Yb8hDQKno+s6X+w9wa5DlfTLcXPFiJ6YTMau3R+bl4OrvkEgKyvptO8ztIovvviC22+/nX/91389p6ARHWfzzuP4QxGCIQ1FUQiGtFjQDBuQzg1XNgoaJTp15rCdbKNcteUwJpOKzWJCURRsFhMmk8qqLYfjcj9CiNNTFIVLc7O5dGgWh497WfvlEcIRLd5lAQaGTUlJCT/4wQ944oknmDVrllGXEWcQjugcOeElWB8utf4QNbXRw5jMpugRtA1n0EQ31my+g3NZtb/Za1azSlm1vxPuQAjRFhcNSOfyi3tQUu5j7ReJETiGrbN5/vnnCQQCPPbYY7HXFixYwC233GLUJUUjoYhGlSeA1axSUxciHI6euAlgMav0znRirh9eK0r0IaOthZXImSl2qmqDTf5bMKyRmWLvnBsRQrTJ4D4pqCps3HGMj78oZsroPljieByIYWHz8MMP8/DDDxv124szCIY1qr0BIprOFSN78fd1+6n1Rx9Smk0KLrsp1uKsAG6HBcdpNta8dnw/Xl69jwA0eWZz7fiuu9W5EOeLgb1SUFAo2FFCwY4SrhrVK9YI1NlkB4FuJhjWqPIGYs0ViqLEumFMqkKfTBdXjurN0H5pADgdFlz2038ZjBiUyaGSGj7aWow/GI52s43t0+rmgPcKDjT77Jz81h0CtWN/Gau2HKas2k9mip1rx/frMk0JQiSKAb2S8QcjbN1Typf7yhgzNCsudUjYdCPBkEZV7cmgOXC0mr9+tBdNjy7+uvu6i3DZTz78j+53ZoYzLNrcsb+Mjd8cI9ltJdNsJxjW2PjNMfr3TD7rN/73Cg7w3qZDKCiYVIVAKMJ7mw4BnDVwGnfBOe1mqmqDvLx6H4AEjhDnKPeCVKprg+w8WEGKy8rgPimdXoOcZ9NNBEORJiOaw8c9/GXVXsIRnYwUO0tm5TUJmpP7nZ15SN2ebrSPthbHgkZR6v+Nwkdbi8/6WemCE6LjKIrCuLxsctIdbN1dis/fOWt/GpORTTcQqA8aXYe9hytZs62Io2U+dKIb9uX1S2H537YTCEWwWUxMH9+XOfkDmsXM/7z3DVt2n0DTdVRFYXxeVn3XmU6lJ0A4rGE2qyQ5zK3qRvMHw7FutwaqEn39bMqq/ThPmd6TLjgh2k5VFS6/uAfvFhxi655SrrykV+dev1OvJjqc/5SgefvTAxwtjwaNqkAoHKHg6+MEwxFManREs+mbY6woONjk9/mf975h865StPo1vpqus3lXKR5fgEpPkEhEQ1Wiq5QrPUHslrN/6ditZk5dl6vp0dfPJjMlOmXXmHTBCdE+SU4rIwZlUHjMw9Gy2k69toRNF+YLhqmuDxqAtV8U460LoevRoMlIcRAMR/+jSVWixznbzVR5As2msrbsPgFEJ9UU5eTkWiCkAzqg1HexKNFft6Kj5ZqxfdCJHmGg6/X/RueasX3O+tlrx/cjEtEIhCLoevQEUemCE6L9hg1Iw2EzxY4U6SwyjdYFKQp4/WG+3FvK+n8eodITIMlpofhEbTQWFMhIsTfpqXfYzLgdltg0lC8Q5ofLP411iTWMaPTYP04yqyqBRqMMm1mlosbf5PPXjO1D/57JzbrHhvROYU9RNZH6z+b2TWlVN1p7u+CEEC0zqSoX9EhiX1E1wVCk0076lJFNFxMLmj2lvLPhADV1ISwWE8X1z2gAMpLtWMwnv4BsVhPJLisVNX40TScUib4zEIrEusTOJHDKdFYgrOELRJp8/p2CQzz33i6qaoOx7rHn3tvFnqJqTKqCxRRtENh3pJr3Cg6c9T4bd8H1yXaT7Lay8Ztj7Nhfdm5/YEKIZgb0TEbTdIpPeDvtmhI2XYiigLcuhLc2yPqvjmAyqZhUNRYiAKb6mS5d1wmGI7gdZtKSbJRV+wmFNSIN62+gSZdYW5z6+bpAuEn3WOP1PdKNJkTiyEiOPvv01nVeV5pMoyWglhYzjhycGQ0aXwgdqPQECITC+AKNprcsKmaTSrLDQqUnQGaKnZnThrB2WxHHypuf4nfqA/hTqQrNHvA3Fopo6I0e35z61pY+qirRKbzHX/nyjIs1pRtNCOOoqoKqKITP8j2gI0nYJJiWFjO+uX4/OtAjzRn7Bq5pWpOgAQiENBxWE3ddNwwAt9PChq+OsLOwEpOqxMIj+qD+7M52woOu17cLnOZ99a0ETYQjOgo0mW5rabGm7MkmhHF0XcekKp26QadMoyWYU6ePUlxWklw2Pth0KPaNOxTWqDnN8Le2furKaTfjtptZuflws4WVZ3Muk2qNw0RVaNI95qg/46JpNxq4HOazTo9JN5oQxvH4QoQiGilua6ddU0Y2Caas2k8gFOZ4RRiHzUyS00pdIEgkAn9asZOKGj+BsNbiaEJVoiOHN9fvp6yqDofNTF0wjPkcn8k0/NaKcvpRS8P1tPo2a7fDgg6kuqyx6bEFUwazZecxtuw+QUiLLhS1WVTsVhPHKnxnXCTaMMqRvdGE6HjHKqLT6j3SXZ12TQmbBKNrGh5fGJfdjNtppayqLvZQv9oXpC6kEQie7B6zmE4GSTiik5Zsp8YXRCc6VQXRkYXZ1DxwGp9T0/j5TcP0V0PQmNSmI6JgWEMB+uacPJUvEIqQ6rLy04WjY6/t2F/Gd0dryE53xHaMLq30UVETqJ8zPrlItGe6o1l9IwZlSrgIYYDCYx6cNjPJLsvZ39xBJGwSjNffctAA+PzhWNCYTQrhSHRqqmGEkeK2YbeqsVM5bRYTDqsJXyDS5H0NWnoNmk6NOazRNTYRrWnDgMNmJhCKnPHYgcZTggA2iyn6UFLTUVEajZy0Vi0SbSC7QQvRdkfLaikp9zFmaFanHjcgz2wSjMWkkuRqHjQAdYFo0LgdFrJSHdgsClaziYgG6cl2XHYTllPOG89MdWC3Rr/hRzQdm8XEvPz+zMvv3+Q122m2n7GYTcy5vH+zz98z5yJSXVZ8/jCpLiu3ThvSYkfZqad8NnSvmU0Kmh4dcaUn22NHVZ9NQwPFqQ0Gsv5GiLPTdZ0v953AZTeT2y+1U68tI5uEopOeYqekrBZVAdWkoOs6jbsTXXYzSU4LoYhG70w3d103DFVVSE+ys/z1f1Lpbd7B1b9HcpPprQaNV/L/cPmnmFQ91kjQ8EA/HNGZkz+wxVX/ZxtNtNRRZlIVTCjkpDtjrzVMwbVGS6OlQP3rMroR4sy+PlBBRU2A/BE9MZk6d6whYRNnDVNCPn+YnHQnmck2ikq9KNQ/8G8UNHarKRY0kYjGFSN7oSjRh/Jmk8L0cW0/VdNkUiAc3YBTJfpvlPrX26ilUz7tVhMoylmn4E5H1t8I0TbFpV6++raMgb2SGdAz6ewf6GASNnHUMCXkdFhISbJSeNxDKBxh5MB09hyuxt9oG5mBvZLRNY0qb5C0JBtXjOxF7gVpJLussb2N2tPB1TvTxbEKH3XBaIuxyaTisJro0WgEcq5aqmfBlMFtrhFk/Y0QbVHtDbBhRwnpyTYuG5YTl6OhJWziqGFKyGE1EwhqmE0qmq5T4wtx9aV9WLm5EIBhA9JZcPWFzdbIuB0WHKds19/WDq6GUYjdZsZlN1PrD3fIupbT1dPWKa+WRkuy/kaI06v2BvloaxEmVeGqUb0xd/L0WQMJmzhqaUrIYlI5VuHjQIkHgKH9Url5yuBmQeO0mzlUUsPKzYUd0pXVeBRS6Q2S5rYmZJeXrL8RovWqvAE++rwIgGlj++J2dF6r86kkbOKoYUqo8USVpy6Er77rbGCvZBZOHdLsJxG7zURxqYe/fLi3ybY2LW37ci4aRiFZWUmcOOFp0+/RGWT9jRBnV1HjZ822YhQlGjSpbltc65HW5zhq2JIlGI6go+PxBfH6QgD0y3GzaPrQJmfSAFgtJlJcVt7fVCi7IgshWnTkhJdVWw6jKgrXjO0X96ABGdnEVcNP5+u/OkpxqRdPfdD0ynBy27W5TR6CA1jMKqluKwqKdGUJ0QWMHJzZqZtdAny6/ShrvzxC7yw3984dZnjQ2CytixEJmzgbMSgTm8XE//3bVwBkpzm4Y1ZebBPLBmaTQprbilrfRSJdWUIkPofVhKZ1zgRSOKLx+trvWPNFMSMHZXDv3GHYrYnzLV6m0eKsuNTLU2/sIBzRyUixs2RWHi5704d4ZlUhNcmOqp783yW7IgshGtTUBnnyb1+x5otipl7ah/tvHJFQQQMysom77fvLCIQipCXZWDIrjyRn05X0qqqQkmRrtnOzdGUJIQAOltTw27e/xuMLsWRWHhOH94x3SS2SsImzq0b1xmW30LeHG5et6YhGVRRS3bZm+501kK4sIc5vBTtK+MuHe0lxWXjoe6Pp3yM53iWdloRNnLnsFiaP7s2J6jrC4ZMbbyoKpLitzTayFEKIUFjjlTX7WP/VUfIuSOPeucNIdnbeQWhtIWGTgBQFkl3WZt1oQghRXu3nd+98zcESDzMvu4DrJw3ApCb+D6USNglGAdxOa7NtaIQQYvehCn7/7k4imsYPbxjO6CFZ8S6p1eQ7WoJxOiy4bDKiEUKcpOs6H20t4vVPvqNnhosf3jC8XZvkxoOETQKx20xx3btICJF4AqEIL/5jD1t2HWfMkCzubGEdXlfQ9SrupiwmE8kuC52/8bcQIlFVegI8/fcdHD7u4cYrBzLzsgvicjxAR5CwSRBJTguKRI0Qol7hMQ//7+/bqQtGuH/+CC4Z3LWXOUjYJABdJ7YNjRBC/HPfCf64YidJDgs//94Y+ma7411Su0nYCCFEAvl0+1H+d9Ue+vdI5kc3DiclAXZs7ggSNkIIkSD+saWQNz7Zz8UD0/nB9cO71Vo7CRshhIgzXdd569MDrNxcyLi8bO6afVHcjm82ioSNEELE2bsFB1m5uZArL+nFomuGoqrd7xmuhI0QQsTRqi2HeW/jIfKH92TR9KHdtlmoe43ThBCiC/l0+1Fe/+Q7xuZmc/uM3G4bNCBhI4QQcbH3cCUvfbiXiwemc/d1F3XLqbPGJGyEEKKTlVXX8bt3viEr1cF9cy7uds0ALen+dyiEEAkkHNH47VvfEI5o3H/jcJz28+PRuYSNEEJ0ovc2HqTwuIe7Zl1EzwxXvMvpNBI2QgjRSQ6W1PDB5sNMHN6DUV3oLJqOIGEjhBCdIKJpvLByNyluK7dcfWG8y+l0EjZCCNEJCnaUcKSsloVTL8RpP//OrTI0bFasWMHMmTOZNm0aL7/8spGXEkKIhBUIRnin4CCDe6d0qaOcO5JhbRDHjx9n+fLlvPXWW1itVhYsWMD48eMZPHiwUZcUQoiE9Mk/j1DtDfJ/5l3cZQ8/ay/DRjabNm3isssuIzU1FafTyfTp01m1apVRlxNCiIQU0TQ+/qKI3H6pXNgnNd7lxI1hI5vS0lKysk4OF7Ozs9mxY0erP5+R0fUOC8rKSop3CR2mO90LdK/7kXtJXKfeT0aGm81fH6W8JsC9N4zodvd7LgwLG13Xm712LsPH8nIvmtb890hUWVlJnDjhiXcZHaI73Qt0r/uRe0lcje9HVRUyMtyUl3t579P9ZCTbGJDt6lb325Izhalh02g5OTmUlZXFfl1aWkp2drZRlxNCiIRTFwiz+1Al4/JyMKnnd/OvYXd/+eWXs3nzZioqKqirq+Ojjz5i0qRJRl1OCCESzs6DFUQ0nUtz5Qdtw6bRcnJyeOCBB1i8eDGhUIj58+czYsQIoy4nhBAJZ3dhJWlJNvr3OH+f1TQwdAe46667juuuu87kbvw4AAAKuElEQVTISwghRMI6UFJDbr+087bdubHzexJRCCEMVFsXYmi/87fduTEJGyGEMNCFfVLiXUJCkLARQgiDmM0qOWnOeJeRECRshBDCID3SnN3+uOfWkrARQgiDZKc54l1CwpCwEUIIg6Ql2eJdQsKQsBFCCIOkS9jESNgIIYRBUlwSNg0kbIQQwiBu5/l3IufpSNgIIYRBXA4JmwYSNkIIYRCX3dAdwboUCRshhDCI2STfYhvIn4QQQgjDSdgIIYQwnISNEEIIw0nYCCGEMJyEjRBCCMNJ2AghhDCchI0QQgjDSdgIIYQwnISNEEIIw0nYCCGEMJyEjRBCCMNJ2AghhDCchI0QQgjDSdgIIYQwnISNEEIIw0nYCCGEMJyEjRBCCMNJ2AghhDCchI0QQgjDSdgIIYQwnISNEEIIw0nYCCGEMJw53gWcjqoq8S7hnHXFmk+nO90LdK/7kXtJXA33093uqyMouq7r8S5CCCFE9ybTaEIIIQwnYSOEEMJwEjZCCCEMJ2EjhBDCcBI2QgghDCdhI4QQwnASNkIIIQwnYSOEEMJwEjZCCCEMl7Db1XQ1v/71r6msrOSxxx6LdyntsnjxYsrLyzGbo18av/rVrxg5cmScq2qbtWvX8uyzz+Lz+cjPz+fhhx+Od0lt9sYbb/DXv/419uvi4mLmzp3LsmXL4lhV27377rs899xzAEyaNImlS5fGuaK2e+6553jzzTexWq3MnDmT73//+/EuKTHpot02bdqkjx8/Xl+6dGm8S2kXTdP0iRMn6qFQKN6ltNvhw4f1/Px8vaSkRA8Gg/ott9yir1u3Lt5ldYh9+/bp06ZN08vLy+NdSpv4fD597Nixenl5uR4KhfT58+frGzdujHdZbbJx40Z99uzZusfj0cPhsH7vvffqH374YbzLSkgyjdZOVVVVLF++nPvuuy/epbTbgQMHUBSFu+++mzlz5jT5SbqrWb16NTNnzqRHjx5YLBaWL1/eZUdop/r3f/93HnjgAdLT0+NdSptEIhE0TaOuro5wOEw4HMZms8W7rDbZtWsX+fn5uN1uTCYTV1xxBWvWrIl3WQlJwqadli1bxgMPPEBycnK8S2m3mpoaJkyYwG9/+1tefPFFXnvtNTZu3BjvstqksLCQSCTCkiVLmDNnDq+88gopKSnxLqvdNm3ahN/vZ8aMGfEupc3cbjf/8i//wowZM5g0aRK9e/dm9OjR8S6rTYYNG0ZBQQFVVVUEAgHWrl1LWVlZvMtKSBI27fDGG2/Qs2dPJkyYEO9SOsSoUaN4/PHHcTqdpKenM3/+fNavXx/vstokEomwefNmfvOb3/D666/z9ddf8/bbb8e7rHZ77bXXuOOOO+JdRrvs2bOHN998k08++YSCggJUVeX555+Pd1ltMmHCBG644QYWLVrEXXfdxZgxY7BYLPEuKyFJ2LTDBx98wMaNG5k7dy5PP/00a9eu5dFHH413WW22bds2Nm/eHPu1ruuxRoGuJjMzkwkTJpCeno7dbufqq69mx44d8S6rXYLBIFu3bmXKlCnxLqVdCgoKmDBhAhkZGVitVm644QY+//zzeJfVJl6vl2nTprFixQpeeuklHA4Hffv2jXdZCUnCph3+/Oc/8/777/Puu+/yox/9iClTpvDzn/883mW1mcfj4fHHHycQCOD1enn77beZNm1avMtqk8mTJ1NQUEBNTQ2RSIQNGzYwbNiweJfVLnv37qV///44nc54l9Iuubm5bNq0CZ/Ph67rrF27luHDh8e7rDYpLi7mBz/4AeFwGI/HwxtvvNGlpziN1DV/bBWGmDx5Mtu3b2fevHlomsbChQsZNWpUvMtqk5EjR3LXXXexcOFCQqEQEydO5MYbb4x3We1SVFREjx494l1Gu+Xn57Nr1y5uuOEGLBYLw4cP55577ol3WW2Sm5vLNddcw5w5c4hEItx+++2MGTMm3mUlJDmpUwghhOFkGk0IIYThJGyEEEIYTsJGCCGE4SRshBBCGE7CRgghhOEkbES3s2XLFmbPnn3W9w0dOpSKiooOv77H42Hx4sWGX0eIrkTCRogOVl1dzddffx3vMoRIKLKoU3Sq2tpaHnroIQoLC1FVlWHDhvGrX/2KdevW8fvf/55QKITdbmfp0qWMGjWKZ555hm+//ZaysjLKy8vJzc3lkUcewe1288knn/DHP/6RYDBIRUUF8+bN48c//nGb6nrjjTd49dVX0TSN1NRUfvnLXzJo0CB+9rOf4Xa72bt3L8eOHWPgwIE8+eSTuFwu1q9fzxNPPIGqquTl5bFp0yZeeeUVHnroIfx+P3PnzuWtt94C4JlnnmH79u1UVVWxZMkSbr311o78YxUi8cX3hANxvnn77bf1O++8U9d1XQ+Hw/ovfvEL/eDBg/rs2bP1iooKXdej57VMnDhRr62t1Z9++ml90qRJ+okTJ/RIJKL/5Cc/0R977DFd0zT9e9/7nn7w4EFd13X92LFjel5enl5eXq5/9tln+qxZs85ay5AhQ/Ty8nJ9y5Yt+sKFC3Wfz6fruq5v2LBBnzFjhq7rur506VL95ptv1gOBgB4MBvV58+bpf//73/WKigp93Lhx+u7du3Vd1/W33npLHzJkiF5UVKQXFRXpl1xySZPrPP/887qu6/rOnTv1iy++WA8Ggx3zBypEFyEjG9GpxowZw/Lly1m0aBGXX345t912Gxs3bqS0tJTbb7899j5FUTh8+DAA1157LZmZmQDMnz+fRx99lKVLl/KHP/yBdevW8f7777N//350Xaeuru6ca1q3bh2FhYUsWLAg9lp1dTVVVVUAXHHFFVitVgCGDBlCdXU127ZtY9CgQeTm5gJw/fXX81//9V+nvUbDM6S8vDyCwSBer5e0tLRzrlWIrkrCRnSqvn37snr1arZs2cJnn33GHXfcwS233MKECRN46qmnYu8rKSkhOzub1atXYzKZYq9rmoaqqvh8Pq6//nqmTp3KpZdeyo033siaNWvQ27D7kqZpzJ07lwcffDD269LS0tj5N3a7PfZeRVHQdR2TydTsWqp6+kegDbtnK4oC0KY6hejKpEFAdKqGZxr5+fk8+OCD5Ofns3fvXjZu3Mj+/fsBWL9+PXPmzCEQCADw8ccf4/F40DSN119/ncmTJ1NYWIjX6+XHP/4xU6ZM4fPPPycYDKJp2jnXNHHiRFauXElpaSkAr776KrfddtsZPzN69GgOHTrEnj17APjwww+pqalBURTMZjORSEQCRYhGZGQjOtW8efP4/PPPmTlzJg6Hg169evHII4+wadMmfvKTn8TO0Pn9738f20o/MzOTu+++m8rKSsaOHct9992H1WrlqquuYsaMGSQnJ9OvXz8GDx5MYWFhbMqrta644gruvvtu7rzzThRFwe128+yzz8ZGIS1JTU3lySefZOnSpaiqysUXX4zZbMbhcJCSksJFF13EjBkzePXVV9v15yVEdyG7PouE9swzz1BZWcmyZcviXUoTXq+X3/3ud9x///04HA527tzJvffey4YNG84YUkKcr2RkI7qtP/3pT6xYsaLF/7ZkyRLmzJnT5t/b7XZjsViYP38+ZrMZs9nMU089JUEjxGnIyEYIIYThpEFACCGE4SRshBBCGE7CRgghhOEkbIQQQhhOwkYIIYThJGyEEEIY7v8DK23YJRj15tsAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x432 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 446.85x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "iris = sns.load_dataset(\"iris\")\n",
    "display(iris.head())\n",
    "# kind=\"reg\" (regression)\n",
    "# kind=\"hex\" #hexagonal bins\n",
    "# kind=\"kde\" # Replace the scatterplots and histograms with density estimates and align the marginal Axes tightly with the joint Axes:\n",
    "sns.jointplot(x=\"sepal_length\", y=\"petal_length\", data=iris, kind=\"reg\",space=0); # on histogram mostra kernel density , color=\"r\"\n",
    "sns.lmplot(x=\"sepal_length\", y=\"petal_length\", data=iris, hue=\"species\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 747
    },
    "colab_type": "code",
    "id": "jQqMgc-tS-wB",
    "outputId": "b3e19da2-50c9-447f-cedd-cbf14755e660"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 806.85x720 with 20 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Confusion matrix\n",
    "sns.pairplot(data=iris, hue=\"species\");\n",
    "# palette=\"husl\""
   ]
  }
 ],
 "metadata": {
  "colab": {
   "collapsed_sections": [
    "JMB-gepa5ZG7",
    "6OBu_6kO6Wsp",
    "kSZZD3kB_5Lh",
    "gmChwh_RB3Wj",
    "_OQRVxPAHJDb",
    "yA2EBbHsO2KC"
   ],
   "name": "Seaborn.ipynb",
   "provenance": [],
   "toc_visible": true
  },
  "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": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}