{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "___\n",
    "\n",
    "<a href='http://www.pieriandata.com'> <img src='../Pierian_Data_Logo.png' /></a>\n",
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Finance Data Project - Solutions\n",
    "\n",
    "In this data project we will focus on exploratory data analysis of stock prices. Keep in mind, this project is just meant to practice your visualization and pandas skills, it is not meant to be a robust financial analysis or be taken as financial advice.\n",
    "____\n",
    "** NOTE: This project is extremely challenging because it will introduce a lot of new concepts and have you looking things up on your own (we'll point you in the right direction) to try to solve the tasks issued. Feel free to just go through the solutions lecture notebook and video as a \"walkthrough\" project if you don't want to have to look things up yourself. You'll still learn a lot that way! **\n",
    "____\n",
    "We'll focus on bank stocks and see how they progressed throughout the [financial crisis](https://en.wikipedia.org/wiki/Financial_crisis_of_2007%E2%80%9308) all the way to early 2016."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get the Data\n",
    "\n",
    "In this section we will learn how to use pandas to directly read data from Google finance using pandas!\n",
    "\n",
    "First we need to start with the proper imports, which we've already laid out for you here.\n",
    "\n",
    "*Note: [You'll need to install pandas-datareader for this to work!](https://github.com/pydata/pandas-datareader) Pandas datareader allows you to [read stock information directly from the internet](http://pandas.pydata.org/pandas-docs/stable/remote_data.html) Use these links for install guidance (**pip install pandas-datareader**), or just follow along with the video lecture.*\n",
    "\n",
    "### The Imports\n",
    "\n",
    "Already filled out for you."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pandas_datareader import data, wb\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import datetime\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data\n",
    "\n",
    "We need to get data using pandas datareader. We will get stock information for the following banks:\n",
    "*  Bank of America\n",
    "* CitiGroup\n",
    "* Goldman Sachs\n",
    "* JPMorgan Chase\n",
    "* Morgan Stanley\n",
    "* Wells Fargo\n",
    "\n",
    "** Figure out how to get the stock data from Jan 1st 2006 to Jan 1st 2016 for each of these banks. Set each bank to be a separate dataframe, with the variable name for that bank being its ticker symbol. This will involve a few steps:**\n",
    "1. Use datetime to set start and end datetime objects.\n",
    "2. Figure out the ticker symbol for each bank.\n",
    "2. Figure out how to use datareader to grab info on the stock.\n",
    "\n",
    "** Use [this documentation page](https://pandas-datareader.readthedocs.io/en/latest/remote_data.html) for hints and instructions (it should just be a matter of replacing certain values. Use google finance as a source, for example:**\n",
    "    \n",
    "    # Bank of America\n",
    "    BAC = data.DataReader(\"BAC\", 'google', start, end)\n",
    "\n",
    "### WARNING: MAKE SURE TO CHECK THE LINK ABOVE FOR THE LATEST WORKING API. \"google\" MAY NOT ALWAYS WORK."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "start = datetime.datetime(2006, 1, 1)\n",
    "end = datetime.datetime(2016, 1, 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Bank of America\n",
    "BAC = data.DataReader(\"BAC\", 'google', start, end)\n",
    "\n",
    "# CitiGroup\n",
    "C = data.DataReader(\"C\", 'google', start, end)\n",
    "\n",
    "# Goldman Sachs\n",
    "GS = data.DataReader(\"GS\", 'google', start, end)\n",
    "\n",
    "# JPMorgan Chase\n",
    "JPM = data.DataReader(\"JPM\", 'google', start, end)\n",
    "\n",
    "# Morgan Stanley\n",
    "MS = data.DataReader(\"MS\", 'google', start, end)\n",
    "\n",
    "# Wells Fargo\n",
    "WFC = data.DataReader(\"WFC\", 'google', start, end)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Could also do this for a Panel Object\n",
    "df = data.DataReader(['BAC', 'C', 'GS', 'JPM', 'MS', 'WFC'],'google', start, end)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a list of the ticker symbols (as strings) in alphabetical order. Call this list: tickers**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "tickers = ['BAC', 'C', 'GS', 'JPM', 'MS', 'WFC']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Use pd.concat to concatenate the bank dataframes together to a single data frame called bank_stocks. Set the keys argument equal to the tickers list. Also pay attention to what axis you concatenate on.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "bank_stocks = pd.concat([BAC, C, GS, JPM, MS, WFC],axis=1,keys=tickers)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Set the column name levels (this is filled out for you):**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "bank_stocks.columns.names = ['Bank Ticker','Stock Info']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Check the head of the bank_stocks dataframe.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th>Bank Ticker</th>\n",
       "      <th colspan=\"5\" halign=\"left\">BAC</th>\n",
       "      <th colspan=\"5\" halign=\"left\">C</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"5\" halign=\"left\">MS</th>\n",
       "      <th colspan=\"5\" halign=\"left\">WFC</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stock Info</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "      <th>...</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2006-01-03</th>\n",
       "      <td>46.92</td>\n",
       "      <td>47.18</td>\n",
       "      <td>46.15</td>\n",
       "      <td>47.08</td>\n",
       "      <td>16296700</td>\n",
       "      <td>490.0</td>\n",
       "      <td>493.8</td>\n",
       "      <td>481.1</td>\n",
       "      <td>492.9</td>\n",
       "      <td>1537660</td>\n",
       "      <td>...</td>\n",
       "      <td>57.17</td>\n",
       "      <td>58.49</td>\n",
       "      <td>56.74</td>\n",
       "      <td>58.31</td>\n",
       "      <td>5377000</td>\n",
       "      <td>31.60</td>\n",
       "      <td>31.98</td>\n",
       "      <td>31.20</td>\n",
       "      <td>31.90</td>\n",
       "      <td>11016400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-04</th>\n",
       "      <td>47.00</td>\n",
       "      <td>47.24</td>\n",
       "      <td>46.45</td>\n",
       "      <td>46.58</td>\n",
       "      <td>17757900</td>\n",
       "      <td>488.6</td>\n",
       "      <td>491.0</td>\n",
       "      <td>483.5</td>\n",
       "      <td>483.8</td>\n",
       "      <td>1871020</td>\n",
       "      <td>...</td>\n",
       "      <td>58.70</td>\n",
       "      <td>59.28</td>\n",
       "      <td>58.35</td>\n",
       "      <td>58.35</td>\n",
       "      <td>7977800</td>\n",
       "      <td>31.80</td>\n",
       "      <td>31.82</td>\n",
       "      <td>31.36</td>\n",
       "      <td>31.53</td>\n",
       "      <td>10871000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-05</th>\n",
       "      <td>46.58</td>\n",
       "      <td>46.83</td>\n",
       "      <td>46.32</td>\n",
       "      <td>46.64</td>\n",
       "      <td>14970900</td>\n",
       "      <td>484.4</td>\n",
       "      <td>487.8</td>\n",
       "      <td>484.0</td>\n",
       "      <td>486.2</td>\n",
       "      <td>1143160</td>\n",
       "      <td>...</td>\n",
       "      <td>58.55</td>\n",
       "      <td>58.59</td>\n",
       "      <td>58.02</td>\n",
       "      <td>58.51</td>\n",
       "      <td>5778000</td>\n",
       "      <td>31.50</td>\n",
       "      <td>31.56</td>\n",
       "      <td>31.31</td>\n",
       "      <td>31.50</td>\n",
       "      <td>10158000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-06</th>\n",
       "      <td>46.80</td>\n",
       "      <td>46.91</td>\n",
       "      <td>46.35</td>\n",
       "      <td>46.57</td>\n",
       "      <td>12599800</td>\n",
       "      <td>488.8</td>\n",
       "      <td>489.0</td>\n",
       "      <td>482.0</td>\n",
       "      <td>486.2</td>\n",
       "      <td>1370250</td>\n",
       "      <td>...</td>\n",
       "      <td>58.77</td>\n",
       "      <td>58.85</td>\n",
       "      <td>58.05</td>\n",
       "      <td>58.57</td>\n",
       "      <td>6889800</td>\n",
       "      <td>31.58</td>\n",
       "      <td>31.78</td>\n",
       "      <td>31.38</td>\n",
       "      <td>31.68</td>\n",
       "      <td>8403800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-09</th>\n",
       "      <td>46.72</td>\n",
       "      <td>46.97</td>\n",
       "      <td>46.36</td>\n",
       "      <td>46.60</td>\n",
       "      <td>15620000</td>\n",
       "      <td>486.0</td>\n",
       "      <td>487.4</td>\n",
       "      <td>483.0</td>\n",
       "      <td>483.9</td>\n",
       "      <td>1680740</td>\n",
       "      <td>...</td>\n",
       "      <td>58.63</td>\n",
       "      <td>59.29</td>\n",
       "      <td>58.62</td>\n",
       "      <td>59.19</td>\n",
       "      <td>4144500</td>\n",
       "      <td>31.68</td>\n",
       "      <td>31.82</td>\n",
       "      <td>31.56</td>\n",
       "      <td>31.68</td>\n",
       "      <td>5619600</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 30 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Bank Ticker    BAC                                     C                       \\\n",
       "Stock Info    Open   High    Low  Close    Volume   Open   High    Low  Close   \n",
       "Date                                                                            \n",
       "2006-01-03   46.92  47.18  46.15  47.08  16296700  490.0  493.8  481.1  492.9   \n",
       "2006-01-04   47.00  47.24  46.45  46.58  17757900  488.6  491.0  483.5  483.8   \n",
       "2006-01-05   46.58  46.83  46.32  46.64  14970900  484.4  487.8  484.0  486.2   \n",
       "2006-01-06   46.80  46.91  46.35  46.57  12599800  488.8  489.0  482.0  486.2   \n",
       "2006-01-09   46.72  46.97  46.36  46.60  15620000  486.0  487.4  483.0  483.9   \n",
       "\n",
       "Bank Ticker             ...        MS                                  WFC  \\\n",
       "Stock Info    Volume    ...      Open   High    Low  Close   Volume   Open   \n",
       "Date                    ...                                                  \n",
       "2006-01-03   1537660    ...     57.17  58.49  56.74  58.31  5377000  31.60   \n",
       "2006-01-04   1871020    ...     58.70  59.28  58.35  58.35  7977800  31.80   \n",
       "2006-01-05   1143160    ...     58.55  58.59  58.02  58.51  5778000  31.50   \n",
       "2006-01-06   1370250    ...     58.77  58.85  58.05  58.57  6889800  31.58   \n",
       "2006-01-09   1680740    ...     58.63  59.29  58.62  59.19  4144500  31.68   \n",
       "\n",
       "Bank Ticker                                 \n",
       "Stock Info    High    Low  Close    Volume  \n",
       "Date                                        \n",
       "2006-01-03   31.98  31.20  31.90  11016400  \n",
       "2006-01-04   31.82  31.36  31.53  10871000  \n",
       "2006-01-05   31.56  31.31  31.50  10158000  \n",
       "2006-01-06   31.78  31.38  31.68   8403800  \n",
       "2006-01-09   31.82  31.56  31.68   5619600  \n",
       "\n",
       "[5 rows x 30 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bank_stocks.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# EDA\n",
    "\n",
    "Let's explore the data a bit! Before continuing, I encourage you to check out the documentation on [Multi-Level Indexing](http://pandas.pydata.org/pandas-docs/stable/advanced.html) and [Using .xs](http://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.xs.html).\n",
    "Reference the solutions if you can not figure out how to use .xs(), since that will be a major part of this project.\n",
    "\n",
    "** What is the max Close price for each bank's stock throughout the time period?**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Bank Ticker\n",
       "BAC     54.90\n",
       "C      564.10\n",
       "GS     247.92\n",
       "JPM     70.08\n",
       "MS      89.30\n",
       "WFC     58.52\n",
       "dtype: float64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bank_stocks.xs(key='Close',axis=1,level='Stock Info').max()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a new empty DataFrame called returns. This dataframe will contain the returns for each bank's stock. returns are typically defined by:**\n",
    "\n",
    "$$r_t = \\frac{p_t - p_{t-1}}{p_{t-1}} = \\frac{p_t}{p_{t-1}} - 1$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "returns = pd.DataFrame()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** We can use pandas pct_change() method on the Close column to create a column representing this return value. Create a for loop that goes and for each Bank Stock Ticker creates this returns column and set's it as a column in the returns DataFrame.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BAC Return</th>\n",
       "      <th>C Return</th>\n",
       "      <th>GS Return</th>\n",
       "      <th>JPM Return</th>\n",
       "      <th>MS Return</th>\n",
       "      <th>WFC Return</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2006-01-03</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-04</th>\n",
       "      <td>-0.010620</td>\n",
       "      <td>-0.018462</td>\n",
       "      <td>-0.013812</td>\n",
       "      <td>-0.014183</td>\n",
       "      <td>0.000686</td>\n",
       "      <td>-0.011599</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-05</th>\n",
       "      <td>0.001288</td>\n",
       "      <td>0.004961</td>\n",
       "      <td>-0.000393</td>\n",
       "      <td>0.003029</td>\n",
       "      <td>0.002742</td>\n",
       "      <td>-0.000951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-06</th>\n",
       "      <td>-0.001501</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.014169</td>\n",
       "      <td>0.007046</td>\n",
       "      <td>0.001025</td>\n",
       "      <td>0.005714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006-01-09</th>\n",
       "      <td>0.000644</td>\n",
       "      <td>-0.004731</td>\n",
       "      <td>0.012030</td>\n",
       "      <td>0.016242</td>\n",
       "      <td>0.010586</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            BAC Return  C Return  GS Return  JPM Return  MS Return  WFC Return\n",
       "Date                                                                          \n",
       "2006-01-03         NaN       NaN        NaN         NaN        NaN         NaN\n",
       "2006-01-04   -0.010620 -0.018462  -0.013812   -0.014183   0.000686   -0.011599\n",
       "2006-01-05    0.001288  0.004961  -0.000393    0.003029   0.002742   -0.000951\n",
       "2006-01-06   -0.001501  0.000000   0.014169    0.007046   0.001025    0.005714\n",
       "2006-01-09    0.000644 -0.004731   0.012030    0.016242   0.010586    0.000000"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for tick in tickers:\n",
    "    returns[tick+' Return'] = bank_stocks[tick]['Close'].pct_change()\n",
    "returns.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a pairplot using seaborn of the returns dataframe. What stock stands out to you? Can you figure out why?**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.PairGrid at 0x113fb4da0>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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BjLNnzyZ93mQyzeuAa9euRUdHB9rb2/Hpp59i1apV80on0Wz3+J1OSYkmLemk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\nKnmOx2Gaf+CuW9bo0uXlpveUFOdMuv7xRsxOTiL312RidTzDQUP5eU6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sYmcaNfH+28SgpdbHjhjZNa/8dzTWX1Dwa0qDJPm9YuGLG4tGEY2nz1Yh071aUsh01e36DpnPHz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EoMdEU0LTXX8lzvMmoxo+fwQHdzcviPP9pMGM++67T/x/NBrFb3/7WxQXz++5N/lsOoncUqN2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YNSuxmNilAqBGy6xYFwJIrjZ2PBYYUAKEfyEtmyDVApBWxcXYxleUa8cvgS8i061JZmpww0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\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RAQMGuJQhbd7mR4aZNAPFxcX4+PgQGBiovvfRRx8xfPhwxowZwwcffKC+v2rVKkaMGKEm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\nAIgUwgwAAAAAABAphBkAAAAAACBSfgCsbmBwIiFNdQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x113fb4d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#returns[1:]\n",
    "import seaborn as sns\n",
    "sns.pairplot(returns[1:])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Background on [Citigroup's Stock Crash available here.](https://en.wikipedia.org/wiki/Citigroup#November_2008.2C_Collapse_.26_US_Government_Intervention_.28part_of_the_Global_Financial_Crisis.29) \n",
    "\n",
    "You'll also see the enormous crash in value if you take a look a the stock price plot (which we do later in the visualizations.)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Using this returns DataFrame, figure out on what dates each bank stock had the best and worst single day returns. You should notice that 4 of the banks share the same day for the worst drop, did anything significant happen that day?**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BAC Return   2009-01-20\n",
       "C Return     2011-05-06\n",
       "GS Return    2009-01-20\n",
       "JPM Return   2009-01-20\n",
       "MS Return    2008-10-09\n",
       "WFC Return   2009-01-20\n",
       "dtype: datetime64[ns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Worst Drop (4 of them on Inauguration day)\n",
    "returns.idxmin()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** You should have noticed that Citigroup's largest drop and biggest gain were very close to one another, did anythign significant happen in that time frame? **"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Citigroup had a stock split.](https://www.google.com/webhp?sourceid=chrome-instant&ion=1&espv=2&ie=UTF-8#q=citigroup+stock+2011+may)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BAC Return   2009-04-09\n",
       "C Return     2011-05-09\n",
       "GS Return    2008-11-24\n",
       "JPM Return   2009-01-21\n",
       "MS Return    2008-10-13\n",
       "WFC Return   2008-07-16\n",
       "dtype: datetime64[ns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Best Single Day Gain\n",
    "# citigroup stock split in May 2011, but also JPM day after inauguration.\n",
    "returns.idxmax()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Take a look at the standard deviation of the returns, which stock would you classify as the riskiest over the entire time period? Which would you classify as the riskiest for the year 2015?**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BAC Return    0.036650\n",
       "C Return      0.179969\n",
       "GS Return     0.025346\n",
       "JPM Return    0.027656\n",
       "MS Return     0.037820\n",
       "WFC Return    0.030233\n",
       "dtype: float64"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "returns.std() # Citigroup riskiest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "BAC Return    0.016163\n",
       "C Return      0.015289\n",
       "GS Return     0.014046\n",
       "JPM Return    0.014017\n",
       "MS Return     0.016249\n",
       "WFC Return    0.012591\n",
       "dtype: float64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "returns.ix['2015-01-01':'2015-12-31'].std() # Very similar risk profiles, but Morgan Stanley or BofA"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a distplot using seaborn of the 2015 returns for Morgan Stanley **"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/marci/anaconda/lib/python3.5/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
      "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x11cc84828>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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a48ifXVOk+TVftS7oa665hj/96U+ceOKJLF26lD59+oS1XmZmoNbhGov0dI/m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\nm+UO/5kfuQ8duVxV++bh6x1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jbovVUve5WQ0rodzyd1ZaC60EAgGCwSICAT/BwmDFcsHC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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11d497080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.distplot(returns.ix['2015-01-01':'2015-12-31']['MS Return'],color='green',bins=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a distplot using seaborn of the 2008 returns for CitiGroup **"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/marci/anaconda/lib/python3.5/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
      "  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x11efb9518>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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MIt6OzdimiV1TA8lkUc9l19djtCuYRaR8aIIRKTlvx2bsmlrweIp+Lqu+AXNzO9h20c8l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\n7zpciYhMVgpmyYu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      "text/plain": [
       "<matplotlib.figure.Figure at 0x11efc44e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.distplot(returns.ix['2008-01-01':'2008-12-31']['C Return'],color='red',bins=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "____\n",
    "# More Visualization\n",
    "\n",
    "A lot of this project will focus on visualizations. Feel free to use any of your preferred visualization libraries to try to recreate the described plots below, seaborn, matplotlib, plotly and cufflinks, or just pandas.\n",
    "\n",
    "### Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script type='text/javascript'>if(!window.Plotly){define('plotly', function(require, exports, module) {/**\n",
       "* plotly.js v1.16.2\n",
       "* Copyright 2012-2016, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
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n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=a[0],t[7]=a[1],t[11]=a[2],t[15]=a[3],n.identity(i),0!==o[2]&&(i[9]=o[2],n.multiply(t,t,i)),0!==o[1]&&(i[9]=0,i[8]=o[1],n.multiply(t,t,i)),0!==o[0]&&(i[8]=0,i[4]=o[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{\"gl-mat4/create\":138,\"gl-mat4/fromRotationTranslation\":141,\"gl-mat4/identity\":142,\"gl-mat4/multiply\":145,\"gl-mat4/scale\":151,\"gl-mat4/translate\":152}],35:[function(t,e,r){e.exports=t(\"gl-quat/slerp\")},{\"gl-quat/slerp\":36}],36:[function(t,e,r){function n(t,e,r,n){var i,o,a,s,l,u=e[0],c=e[1],h=e[2],f=e[3],d=r[0],p=r[1],v=r[2],m=r[3];return o=u*d+c*p+h*v+f*m,0>o&&(o=-o,d=-d,p=-p,v=-v,m=-m),1-o>1e-6?(i=Math.acos(o),a=Math.sin(i),s=Math.sin((1-n)*i)/a,l=Math.sin(n*i)/a):(s=1-n,l=n),t[0]=s*u+l*d,t[1]=s*c+l*p,t[2]=s*h+l*v,t[3]=s*f+l*m,t}e.exports=n},{}],37:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a,s,l,u){var c=e+o+u;if(h>0){var h=Math.sqrt(c+1);t[0]=.5*(a-l)/h,t[1]=.5*(s-n)/h,t[2]=.5*(r-o)/h,t[3]=.5*h}else{var f=Math.max(e,o,u),h=Math.sqrt(2*f-c+1);e>=f?(t[0]=.5*h,t[1]=.5*(i+r)/h,t[2]=.5*(s+n)/h,t[3]=.5*(a-l)/h):o>=f?(t[0]=.5*(r+i)/h,t[1]=.5*h,t[2]=.5*(l+a)/h,t[3]=.5*(s-n)/h):(t[0]=.5*(n+s)/h,t[1]=.5*(a+l)/h,t[2]=.5*h,t[3]=.5*(r-i)/h)}return t}e.exports=n},{}],38:[function(t,e,r){\"use strict\";function n(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function i(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function o(t,e){var r=e[0],n=e[1],o=e[2],a=e[3],s=i(r,n,o,a);s>1e-6?(t[0]=r/s,t[1]=n/s,t[2]=o/s,t[3]=a/s):(t[0]=t[1]=t[2]=0,t[3]=1)}function a(t,e,r){this.radius=l([r]),this.center=l(e),this.rotation=l(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}function s(t){t=t||{};var e=t.center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),r=[].slice.call(r,0,4),o(r,r);var i=new a(r,e,Math.log(n));return i.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&i.lookAt(0,t.eye,t.center,t.up),i}e.exports=s;var l=t(\"filtered-vector\"),u=t(\"gl-mat4/lookAt\"),c=t(\"gl-mat4/fromQuat\"),h=t(\"gl-mat4/invert\"),f=t(\"./lib/quatFromFrame\"),d=a.prototype;d.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},d.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;o(e,e);var r=this.computedMatrix;c(r,e);var n=this.computedCenter,i=this.computedEye,a=this.computedUp,s=Math.exp(this.computedRadius[0]);i[0]=n[0]+s*r[2],i[1]=n[1]+s*r[6],i[2]=n[2]+s*r[10],a[0]=r[1],a[1]=r[5],a[2]=r[9];for(var l=0;3>l;++l){for(var u=0,h=0;3>h;++h)u+=r[l+4*h]*i[h];r[12+l]=-u}},d.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;16>n;++n)e[n]=r[n];return e}return r},d.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},d.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},d.pan=function(t,e,r,i){e=e||0,r=r||0,i=i||0,this.recalcMatrix(t);var o=this.computedMatrix,a=o[1],s=o[5],l=o[9],u=n(a,s,l);a/=u,s/=u,l/=u;var c=o[0],h=o[4],f=o[8],d=c*a+h*s+f*l;c-=a*d,h-=s*d,f-=l*d;var p=n(c,h,f);c/=p,h/=p,f/=p;var v=o[2],m=o[6],g=o[10],y=v*a+m*s+g*l,b=v*c+m*h+g*f;v-=y*a+b*c,m-=y*s+b*h,g-=y*l+b*f;var x=n(v,m,g);v/=x,m/=x,g/=x;var _=c*e+a*r,w=h*e+s*r,M=f*e+l*r;this.center.move(t,_,w,M);var k=Math.exp(this.computedRadius[0]);k=Math.max(1e-4,k+i),this.radius.set(t,Math.log(k))},d.rotate=function(t,e,r,o){this.recalcMatrix(t),e=e||0,r=r||0;var a=this.computedMatrix,s=a[0],l=a[4],u=a[8],c=a[1],h=a[5],f=a[9],d=a[2],p=a[6],v=a[10],m=e*s+r*c,g=e*l+r*h,y=e*u+r*f,b=-(p*y-v*g),x=-(v*m-d*y),_=-(d*g-p*m),w=Math.sqrt(Math.max(0,1-Math.pow(b,2)-Math.pow(x,2)-Math.pow(_,2))),M=i(b,x,_,w);M>1e-6?(b/=M,x/=M,_/=M,w/=M):(b=x=_=0,w=1);var k=this.computedRotation,A=k[0],T=k[1],E=k[2],S=k[3],L=A*w+S*b+T*_-E*x,z=T*w+S*x+E*b-A*_,I=E*w+S*_+A*x-T*b,P=S*w-A*b-T*x-E*_;if(o){b=d,x=p,_=v;var C=Math.sin(o)/n(b,x,_);b*=C,x*=C,_*=C,w=Math.cos(e),L=L*w+P*b+z*_-I*x,z=z*w+P*x+I*b-L*_,I=I*w+P*_+L*x-z*b,P=P*w-L*b-z*x-I*_}var R=i(L,z,I,P);R>1e-6?(L/=R,z/=R,I/=R,P/=R):(L=z=I=0,P=1),this.rotation.set(t,L,z,I,P)},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var i=this.computedMatrix;u(i,e,r,n);var a=this.computedRotation;f(a,i[0],i[1],i[2],i[4],i[5],i[6],i[8],i[9],i[10]),o(a,a),this.rotation.set(t,a[0],a[1],a[2],a[3]);for(var s=0,l=0;3>l;++l)s+=Math.pow(r[l]-e[l],2);this.radius.set(t,.5*Math.log(Math.max(s,1e-6))),this.center.set(t,r[0],r[1],r[2])},d.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},d.setMatrix=function(t,e){var r=this.computedRotation;f(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),o(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;h(n,e);var i=n[15];if(Math.abs(i)>1e-6){var a=n[12]/i,s=n[13]/i,l=n[14]/i;this.recalcMatrix(t);var u=Math.exp(this.computedRadius[0]);this.center.set(t,a-n[2]*u,s-n[6]*u,l-n[10]*u),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},d.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},d.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-(1/0),\n",
       "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},d.getDistanceLimits=function(t){var e=this.radius.bounds;return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},d.toJSON=function(){return this.recalcMatrix(this.lastT()),{center:this.computedCenter.slice(),rotation:this.computedRotation.slice(),distance:Math.log(this.computedRadius[0]),zoomMin:this.radius.bounds[0][0],zoomMax:this.radius.bounds[1][0]}},d.fromJSON=function(t){var e=this.lastT(),r=t.center;r&&this.center.set(e,r[0],r[1],r[2]);var n=t.rotation;n&&this.rotation.set(e,n[0],n[1],n[2],n[3]);var i=t.distance;i&&i>0&&this.radius.set(e,Math.log(i)),this.setDistanceLimits(t.zoomMin,t.zoomMax)}},{\"./lib/quatFromFrame\":37,\"filtered-vector\":21,\"gl-mat4/fromQuat\":140,\"gl-mat4/invert\":143,\"gl-mat4/lookAt\":144}],39:[function(t,e,r){\"use strict\";function n(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function i(t){return Math.min(1,Math.max(-1,t))}function o(t){var e=Math.abs(t[0]),r=Math.abs(t[1]),n=Math.abs(t[2]),i=[0,0,0];e>Math.max(r,n)?i[2]=1:r>Math.max(e,n)?i[0]=1:i[1]=1;for(var o=0,a=0,s=0;3>s;++s)o+=t[s]*t[s],a+=i[s]*t[s];for(var s=0;3>s;++s)i[s]-=a/o*t[s];return f(i,i),i}function a(t,e,r,n,i,o,a,s){this.center=l(r),this.up=l(n),this.right=l(i),this.radius=l([o]),this.angle=l([a,s]),this.angle.bounds=[[-(1/0),-Math.PI/2],[1/0,Math.PI/2]],this.setDistanceLimits(t,e),this.computedCenter=this.center.curve(0),this.computedUp=this.up.curve(0),this.computedRight=this.right.curve(0),this.computedRadius=this.radius.curve(0),this.computedAngle=this.angle.curve(0),this.computedToward=[0,0,0],this.computedEye=[0,0,0],this.computedMatrix=new Array(16);for(var u=0;16>u;++u)this.computedMatrix[u]=.5;this.recalcMatrix(0)}function s(t){t=t||{};var e=t.center||[0,0,0],r=t.up||[0,1,0],i=t.right||o(r),s=t.radius||1,l=t.theta||0,u=t.phi||0;if(e=[].slice.call(e,0,3),r=[].slice.call(r,0,3),f(r,r),i=[].slice.call(i,0,3),f(i,i),\"eye\"in t){var c=t.eye,p=[c[0]-e[0],c[1]-e[1],c[2]-e[2]];h(i,p,r),n(i[0],i[1],i[2])<1e-6?i=o(r):f(i,i),s=n(p[0],p[1],p[2]);var v=d(r,p)/s,m=d(i,p)/s;u=Math.acos(v),l=Math.acos(m)}return s=Math.log(s),new a(t.zoomMin,t.zoomMax,e,r,i,s,l,u)}e.exports=s;var l=t(\"filtered-vector\"),u=t(\"gl-mat4/invert\"),c=t(\"gl-mat4/rotate\"),h=t(\"gl-vec3/cross\"),f=t(\"gl-vec3/normalize\"),d=t(\"gl-vec3/dot\"),p=a.prototype;p.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},p.getDistanceLimits=function(t){var e=this.radius.bounds[0];return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},p.recalcMatrix=function(t){this.center.curve(t),this.up.curve(t),this.right.curve(t),this.radius.curve(t),this.angle.curve(t);for(var e=this.computedUp,r=this.computedRight,i=0,o=0,a=0;3>a;++a)o+=e[a]*r[a],i+=e[a]*e[a];for(var s=Math.sqrt(i),l=0,a=0;3>a;++a)r[a]-=e[a]*o/i,l+=r[a]*r[a],e[a]/=s;for(var u=Math.sqrt(l),a=0;3>a;++a)r[a]/=u;var c=this.computedToward;h(c,e,r),f(c,c);for(var d=Math.exp(this.computedRadius[0]),p=this.computedAngle[0],v=this.computedAngle[1],m=Math.cos(p),g=Math.sin(p),y=Math.cos(v),b=Math.sin(v),x=this.computedCenter,_=m*y,w=g*y,M=b,k=-m*b,A=-g*b,T=y,E=this.computedEye,S=this.computedMatrix,a=0;3>a;++a){var L=_*r[a]+w*c[a]+M*e[a];S[4*a+1]=k*r[a]+A*c[a]+T*e[a],S[4*a+2]=L,S[4*a+3]=0}var z=S[1],I=S[5],P=S[9],C=S[2],R=S[6],D=S[10],O=I*D-P*R,F=P*C-z*D,j=z*R-I*C,N=n(O,F,j);O/=N,F/=N,j/=N,S[0]=O,S[4]=F,S[8]=j;for(var a=0;3>a;++a)E[a]=x[a]+S[2+4*a]*d;for(var a=0;3>a;++a){for(var l=0,B=0;3>B;++B)l+=S[a+4*B]*E[B];S[12+a]=-l}S[15]=1},p.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;16>n;++n)e[n]=r[n];return e}return r};var v=[0,0,0];p.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;v[0]=i[2],v[1]=i[6],v[2]=i[10];for(var o=this.computedUp,a=this.computedRight,s=this.computedToward,l=0;3>l;++l)i[4*l]=o[l],i[4*l+1]=a[l],i[4*l+2]=s[l];c(i,i,n,v);for(var l=0;3>l;++l)o[l]=i[4*l],a[l]=i[4*l+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,a[0],a[1],a[2])}},p.pan=function(t,e,r,i){e=e||0,r=r||0,i=i||0,this.recalcMatrix(t);var o=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),o[1]),s=o[5],l=o[9],u=n(a,s,l);a/=u,s/=u,l/=u;var c=o[0],h=o[4],f=o[8],d=c*a+h*s+f*l;c-=a*d,h-=s*d,f-=l*d;var p=n(c,h,f);c/=p,h/=p,f/=p;var v=c*e+a*r,m=h*e+s*r,g=f*e+l*r;this.center.move(t,v,m,g);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+i),this.radius.set(t,Math.log(y))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,o){var a=1;\"number\"==typeof r&&(a=0|r),(0>a||a>3)&&(a=1);var s=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var l=e[a],c=e[a+4],h=e[a+8];if(o){var f=Math.abs(l),d=Math.abs(c),p=Math.abs(h),v=Math.max(f,d,p);f===v?(l=0>l?-1:1,c=h=0):p===v?(h=0>h?-1:1,l=c=0):(c=0>c?-1:1,l=h=0)}else{var m=n(l,c,h);l/=m,c/=m,h/=m}var g=e[s],y=e[s+4],b=e[s+8],x=g*l+y*c+b*h;g-=l*x,y-=c*x,b-=h*x;var _=n(g,y,b);g/=_,y/=_,b/=_;var w=c*b-h*y,M=h*g-l*b,k=l*y-c*g,A=n(w,M,k);w/=A,M/=A,k/=A,this.center.jump(t,G,H,X),this.radius.idle(t),this.up.jump(t,l,c,h),this.right.jump(t,g,y,b);var T,E;if(2===a){var S=e[1],L=e[5],z=e[9],I=S*g+L*y+z*b,P=S*w+L*M+z*k;T=0>O?-Math.PI/2:Math.PI/2,E=Math.atan2(P,I)}else{var C=e[2],R=e[6],D=e[10],O=C*l+R*c+D*h,F=C*g+R*y+D*b,j=C*w+R*M+D*k;T=Math.asin(i(O)),E=Math.atan2(j,F)}this.angle.jump(t,E,T),this.recalcMatrix(t);var N=e[2],B=e[6],U=e[10],V=this.computedMatrix;u(V,e);var q=V[15],G=V[12]/q,H=V[13]/q,X=V[14]/q,Y=Math.exp(this.computedRadius[0]);this.center.jump(t,G-N*Y,H-B*Y,X-U*Y)},p.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},p.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},p.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},p.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},p.lookAt=function(t,e,r,o){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter,o=o||this.computedUp;var a=o[0],s=o[1],l=o[2],u=n(a,s,l);if(!(1e-6>u)){a/=u,s/=u,l/=u;var c=e[0]-r[0],h=e[1]-r[1],f=e[2]-r[2],d=n(c,h,f);if(!(1e-6>d)){c/=d,h/=d,f/=d;var p=this.computedRight,v=p[0],m=p[1],g=p[2],y=a*v+s*m+l*g;v-=y*a,m-=y*s,g-=y*l;var b=n(v,m,g);if(!(.01>b&&(v=s*f-l*h,m=l*c-a*f,g=a*h-s*c,b=n(v,m,g),1e-6>b))){v/=b,m/=b,g/=b,this.up.set(t,a,s,l),this.right.set(t,v,m,g),this.center.set(t,r[0],r[1],r[2]),this.radius.set(t,Math.log(d));var x=s*g-l*m,_=l*v-a*g,w=a*m-s*v,M=n(x,_,w);x/=M,_/=M,w/=M;var k=a*c+s*h+l*f,A=v*c+m*h+g*f,T=x*c+_*h+w*f,E=Math.asin(i(k)),S=Math.atan2(T,A),L=this.angle._state,z=L[L.length-1],I=L[L.length-2];z%=2*Math.PI;var P=Math.abs(z+2*Math.PI-S),C=Math.abs(z-S),R=Math.abs(z-2*Math.PI-S);C>P&&(z+=2*Math.PI),C>R&&(z-=2*Math.PI),this.angle.jump(this.angle.lastT(),z,I),this.angle.set(t,S,E)}}}}},{\"filtered-vector\":21,\"gl-mat4/invert\":143,\"gl-mat4/rotate\":147,\"gl-vec3/cross\":24,\"gl-vec3/dot\":25,\"gl-vec3/normalize\":28}],40:[function(t,e,r){\"use strict\";function n(t,e){this._controllerNames=Object.keys(t),this._controllerList=this._controllerNames.map(function(e){return t[e]}),this._mode=e,this._active=t[e],this._active||(this._mode=\"turntable\",this._active=t.turntable),this.modes=this._controllerNames,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}function i(t){t=t||{};var e=t.eye||[0,0,1],r=t.center||[0,0,0],i=t.up||[0,1,0],l=t.distanceLimits||[0,1/0],u=t.mode||\"turntable\",c=o(),h=a(),f=s();return c.setDistanceLimits(l[0],l[1]),c.lookAt(0,e,r,i),h.setDistanceLimits(l[0],l[1]),h.lookAt(0,e,r,i),f.setDistanceLimits(l[0],l[1]),f.lookAt(0,e,r,i),new n({turntable:c,orbit:h,matrix:f},u)}e.exports=i;var o=t(\"turntable-camera-controller\"),a=t(\"orbit-camera-controller\"),s=t(\"matrix-camera-controller\"),l=n.prototype,u=[[\"flush\",1],[\"idle\",1],[\"lookAt\",4],[\"rotate\",4],[\"pan\",4],[\"translate\",4],[\"setMatrix\",2],[\"setDistanceLimits\",2],[\"setDistance\",2]];u.forEach(function(t){for(var e=t[0],r=[],n=0;n<t[1];++n)r.push(\"a\"+n);var i=\"var cc=this._controllerList;for(var i=0;i<cc.length;++i){cc[i].\"+t[0]+\"(\"+r.join()+\")}\";l[e]=Function.apply(null,r.concat(i))}),l.recalcMatrix=function(t){this._active.recalcMatrix(t)},l.getDistance=function(t){return this._active.getDistance(t)},l.getDistanceLimits=function(t){return this._active.getDistanceLimits(t)},l.lastT=function(){return this._active.lastT()},l.setMode=function(t){if(t!==this._mode){var e=this._controllerNames.indexOf(t);if(!(0>e)){var r=this._active,n=this._controllerList[e],i=Math.max(r.lastT(),n.lastT());r.recalcMatrix(i),n.setMatrix(i,r.computedMatrix),this._active=n,this._mode=t,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}}},l.getMode=function(){return this._mode}},{\"matrix-camera-controller\":29,\"orbit-camera-controller\":38,\"turntable-camera-controller\":39}],41:[function(t,e,r){function n(t,e){return o(i(t,e))}e.exports=n;var i=t(\"alpha-complex\"),o=t(\"simplicial-complex-boundary\")},{\"alpha-complex\":42,\"simplicial-complex-boundary\":45}],42:[function(t,e,r){\"use strict\";function n(t,e){return i(e).filter(function(r){for(var n=new Array(r.length),i=0;i<r.length;++i)n[i]=e[r[i]];return o(n)*t<1})}e.exports=n;var 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s=this.words[a],l=(16777215&(s<<i|o)).toString(16);o=s>>>24-i&16777215,n=0!==o||a!==this.length-1?p[6-l.length]+l+n:l+n,i+=2,i>=26&&(i-=26,a--)}for(0!==o&&(n=o.toString(16)+n);n.length%e!==0;)n=\"0\"+n;return this.sign&&(n=\"-\"+n),n}if(t===(0|t)&&t>=2&&36>=t){var u=v[t],c=m[t],n=\"\",h=this.clone();for(h.sign=!1;0!==h.cmpn(0);){var f=h.modn(c).toString(t);h=h.idivn(c),n=0!==h.cmpn(0)?p[u-f.length]+f+n:f+n}return 0===this.cmpn(0)&&(n=\"0\"+n),this.sign&&(n=\"-\"+n),n}r(!1,\"Base should be between 2 and 36\")},i.prototype.toJSON=function(){return this.toString(16)},i.prototype.toArray=function(t){this.strip();var e=new Array(this.byteLength());e[0]=0;var r=this.clone();if(\"le\"!==t)for(var n=0;0!==r.cmpn(0);n++){var i=r.andln(255);r.ishrn(8),e[e.length-n-1]=i}else for(var n=0;0!==r.cmpn(0);n++){var i=r.andln(255);r.ishrn(8),e[n]=i}return e},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=0,e=this.words[this.length-1],t=this._countBits(e);return 26*(this.length-1)+t},i.prototype.zeroBits=function(){if(0===this.cmpn(0))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.neg=function(){if(0===this.cmpn(0))return this.clone();var t=this.clone();return t.sign=!this.sign,t},i.prototype.ior=function(t){for(this.sign=this.sign||t.sign;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.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},i.prototype.iand=function(t){this.sign=this.sign&&t.sign;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.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},i.prototype.ixor=function(t){this.sign=this.sign||t.sign;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.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},i.prototype.setn=function(t,e){r(\"number\"==typeof t&&t>=0);for(var n=t/26|0,i=t%26;this.length<=n;)this.words[this.length++]=0;return e?this.words[n]=this.words[n]|1<<i:this.words[n]=this.words[n]&~(1<<i),this.strip()},i.prototype.iadd=function(t){if(this.sign&&!t.sign){this.sign=!1;var e=this.isub(t);return this.sign=!this.sign,this._normSign()}if(!this.sign&&t.sign){t.sign=!1;var e=this.isub(t);return t.sign=!0,e._normSign()}var r,n;this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++){var e=r.words[o]+n.words[o]+i;this.words[o]=67108863&e,i=e>>>26}for(;0!==i&&o<r.length;o++){var e=r.words[o]+i;this.words[o]=67108863&e,i=e>>>26}if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this},i.prototype.add=function(t){if(t.sign&&!this.sign){t.sign=!1;var e=this.sub(t);return t.sign=!0,e}if(!t.sign&&this.sign){this.sign=!1;var e=t.sub(this);return this.sign=!0,e}return this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(t.sign){t.sign=!1;var e=this.iadd(t);return t.sign=!0,e._normSign()}if(this.sign)return this.sign=!1,this.iadd(t),this.sign=!0,this._normSign();var r=this.cmp(t);if(0===r)return this.sign=!1,this.length=1,this.words[0]=0,this;var n,i;r>0?(n=this,i=t):(n=t,i=this);for(var o=0,a=0;a<i.length;a++){var e=n.words[a]-i.words[a]+o;o=e>>26,this.words[a]=67108863&e}for(;0!==o&&a<n.length;a++){var e=n.words[a]+o;o=e>>26,this.words[a]=67108863&e}if(0===o&&a<n.length&&n!==this)for(;a<n.length;a++)this.words[a]=n.words[a];return this.length=Math.max(this.length,a),n!==this&&(this.sign=!0),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)},i.prototype._smallMulTo=function(t,e){e.sign=t.sign!==this.sign,e.length=this.length+t.length;for(var r=0,n=0;n<e.length-1;n++){for(var i=r>>>26,o=67108863&r,a=Math.min(n,t.length-1),s=Math.max(0,n-this.length+1);a>=s;s++){var l=n-s,u=0|this.words[l],c=0|t.words[s],h=u*c,f=67108863&h;i=i+(h/67108864|0)|0,f=f+o|0,o=67108863&f,i=i+(f>>>26)|0}e.words[n]=o,r=i}return 0!==r?e.words[n]=r:e.length--,e.strip()},i.prototype._bigMulTo=function(t,e){e.sign=t.sign!==this.sign,e.length=this.length+t.length;for(var r=0,n=0,i=0;i<e.length-1;i++){var o=n;n=0;for(var a=67108863&r,s=Math.min(i,t.length-1),l=Math.max(0,i-this.length+1);s>=l;l++){var u=i-l,c=0|this.words[u],h=0|t.words[l],f=c*h,d=67108863&f;o=o+(f/67108864|0)|0,d=d+a|0,a=67108863&d,o=o+(d>>>26)|0,n+=o>>>26,o&=67108863}e.words[i]=a,r=o,o=n}return 0!==r?e.words[i]=r:e.length--,e.strip()},i.prototype.mulTo=function(t,e){var r;return r=this.length+t.length<63?this._smallMulTo(t,e):this._bigMulTo(t,e)},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.imul=function(t){if(0===this.cmpn(0)||0===t.cmpn(0))return this.words[0]=0,this.length=1,this;var e=this.length,r=t.length;this.sign=t.sign!==this.sign,this.length=this.length+t.length,this.words[this.length-1]=0;for(var n=this.length-2;n>=0;n--){for(var i=0,o=0,a=Math.min(n,r-1),s=Math.max(0,n-e+1);a>=s;s++){var l=n-s,u=this.words[l],c=t.words[s],h=u*c,f=67108863&h;i+=h/67108864|0,f+=o,o=67108863&f,i+=f>>>26}this.words[n]=o,this.words[n+1]+=i,i=0}for(var i=0,l=1;l<this.length;l++){var d=this.words[l]+i;this.words[l]=67108863&d,i=d>>>26}return this.strip()},i.prototype.imuln=function(t){r(\"number\"==typeof t);for(var e=0,n=0;n<this.length;n++){var i=this.words[n]*t,o=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=o>>>26,this.words[n]=67108863&o}return 0!==e&&(this.words[n]=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.mul(this)},i.prototype.ishln=function(t){r(\"number\"==typeof t&&t>=0);var e=t%26,n=(t-e)/26,i=67108863>>>26-e<<26-e;if(0!==e){for(var o=0,a=0;a<this.length;a++){var s=this.words[a]&i,l=this.words[a]-s<<e;this.words[a]=l|o,o=s>>>26-e}o&&(this.words[a]=o,this.length++)}if(0!==n){for(var a=this.length-1;a>=0;a--)this.words[a+n]=this.words[a];for(var a=0;n>a;a++)this.words[a]=0;this.length+=n}return this.strip()},i.prototype.ishrn=function(t,e,n){r(\"number\"==typeof t&&t>=0);var i;i=e?(e-e%26)/26:0;var o=t%26,a=Math.min((t-o)/26,this.length),s=67108863^67108863>>>o<<o,l=n;if(i-=a,i=Math.max(0,i),l){for(var u=0;a>u;u++)l.words[u]=this.words[u];l.length=a}if(0===a);else if(this.length>a){this.length-=a;for(var u=0;u<this.length;u++)this.words[u]=this.words[u+a]}else this.words[0]=0,this.length=1;for(var c=0,u=this.length-1;u>=0&&(0!==c||u>=i);u--){var h=this.words[u];this.words[u]=c<<26-o|h>>>o,c=h&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip(),this},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.testn=function(t){r(\"number\"==typeof t&&t>=0);var e=t%26,n=(t-e)/26,i=1<<e;if(this.length<=n)return!1;var o=this.words[n];return!!(o&i)},i.prototype.imaskn=function(t){r(\"number\"==typeof t&&t>=0);var e=t%26,n=(t-e)/26;if(r(!this.sign,\"imaskn works only with positive numbers\"),0!==e&&n++,this.length=Math.min(n,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return r(\"number\"==typeof t),0>t?this.isubn(-t):this.sign?1===this.length&&this.words[0]<t?(this.words[0]=t-this.words[0],this.sign=!1,this):(this.sign=!1,this.isubn(t),this.sign=!0,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(r(\"number\"==typeof t),0>t)return this.iaddn(-t);if(this.sign)return this.sign=!1,this.iaddn(t),this.sign=!0,this;this.words[0]-=t;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.sign=!1,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,n){var i,o=t.length+n;if(this.words.length<o){for(var a=new Array(o),i=0;i<this.length;i++)a[i]=this.words[i];this.words=a}else i=this.length;for(this.length=Math.max(this.length,o);i<this.length;i++)this.words[i]=0;for(var s=0,i=0;i<t.length;i++){var l=this.words[i+n]+s,u=t.words[i]*e;l-=67108863&u,s=(l>>26)-(u/67108864|0),this.words[i+n]=67108863&l}for(;i<this.length-n;i++){var l=this.words[i+n]+s;s=l>>26,this.words[i+n]=67108863&l}if(0===s)return this.strip();r(-1===s),s=0;for(var i=0;i<this.length;i++){var l=-this.words[i]+s;s=l>>26,this.words[i]=67108863&l}return this.sign=!0,this.strip()},i.prototype._wordDiv=function(t,e){var r=this.length-t.length,n=this.clone(),o=t,a=o.words[o.length-1],s=this._countBits(a);r=26-s,0!==r&&(o=o.shln(r),n.ishln(r),a=o.words[o.length-1]);var l,u=n.length-o.length;if(\"mod\"!==e){l=new i(null),l.length=u+1,l.words=new Array(l.length);for(var c=0;c<l.length;c++)l.words[c]=0}var h=n.clone()._ishlnsubmul(o,1,u);h.sign||(n=h,l&&(l.words[u]=1));for(var f=u-1;f>=0;f--){var d=67108864*n.words[o.length+f]+n.words[o.length+f-1];for(d=Math.min(d/a|0,67108863),n._ishlnsubmul(o,d,f);n.sign;)d--,n.sign=!1,n._ishlnsubmul(o,1,f),0!==n.cmpn(0)&&(n.sign=!n.sign);l&&(l.words[f]=d)}return l&&l.strip(),n.strip(),\"div\"!==e&&0!==r&&n.ishrn(r),{div:l?l:null,mod:n}},i.prototype.divmod=function(t,e){if(r(0!==t.cmpn(0)),this.sign&&!t.sign){var n,o,a=this.neg().divmod(t,e);return\"mod\"!==e&&(n=a.div.neg()),\"div\"!==e&&(o=0===a.mod.cmpn(0)?a.mod:t.sub(a.mod)),{div:n,mod:o}}if(!this.sign&&t.sign){var n,a=this.divmod(t.neg(),e);return\"mod\"!==e&&(n=a.div.neg()),{div:n,mod:a.mod}}return this.sign&&t.sign?this.neg().divmod(t.neg(),e):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)},i.prototype.div=function(t){return this.divmod(t,\"div\").div},i.prototype.mod=function(t){return this.divmod(t,\"mod\").mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(0===e.mod.cmpn(0))return e.div;var r=e.div.sign?e.mod.isub(t):e.mod,n=t.shrn(1),i=t.andln(1),o=r.cmp(n);return 0>o||1===i&&0===o?e.div:e.div.sign?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){r(67108863>=t);for(var e=(1<<26)%t,n=0,i=this.length-1;i>=0;i--)n=(e*n+this.words[i])%t;return n},i.prototype.idivn=function(t){r(67108863>=t);for(var e=0,n=this.length-1;n>=0;n--){var i=this.words[n]+67108864*e;this.words[n]=i/t|0,e=i%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){r(!t.sign),r(0!==t.cmpn(0));var e=this,n=t.clone();e=e.sign?e.mod(t):e.clone();for(var o=new i(1),a=new i(0),s=new i(0),l=new i(1),u=0;e.isEven()&&n.isEven();)e.ishrn(1),n.ishrn(1),++u;for(var c=n.clone(),h=e.clone();0!==e.cmpn(0);){for(;e.isEven();)e.ishrn(1),o.isEven()&&a.isEven()?(o.ishrn(1),a.ishrn(1)):(o.iadd(c).ishrn(1),a.isub(h).ishrn(1));for(;n.isEven();)n.ishrn(1),s.isEven()&&l.isEven()?(s.ishrn(1),l.ishrn(1)):(s.iadd(c).ishrn(1),l.isub(h).ishrn(1));e.cmp(n)>=0?(e.isub(n),o.isub(s),a.isub(l)):(n.isub(e),s.isub(o),l.isub(a))}return{a:s,b:l,gcd:n.ishln(u)}},i.prototype._invmp=function(t){r(!t.sign),r(0!==t.cmpn(0));var e=this,n=t.clone();e=e.sign?e.mod(t):e.clone();for(var o=new i(1),a=new i(0),s=n.clone();e.cmpn(1)>0&&n.cmpn(1)>0;){for(;e.isEven();)e.ishrn(1),o.isEven()?o.ishrn(1):o.iadd(s).ishrn(1);for(;n.isEven();)n.ishrn(1),a.isEven()?a.ishrn(1):a.iadd(s).ishrn(1);e.cmp(n)>=0?(e.isub(n),o.isub(a)):(n.isub(e),a.isub(o))}return 0===e.cmpn(1)?o:a},i.prototype.gcd=function(t){if(0===this.cmpn(0))return t.clone();if(0===t.cmpn(0))return this.clone();var e=this.clone(),r=t.clone();e.sign=!1,r.sign=!1;for(var n=0;e.isEven()&&r.isEven();n++)e.ishrn(1),r.ishrn(1);for(;;){for(;e.isEven();)e.ishrn(1);for(;r.isEven();)r.ishrn(1);var i=e.cmp(r);if(0>i){var o=e;e=r,r=o}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.ishln(n)},i.prototype.invm=function(t){return this.egcd(t).a.mod(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){r(\"number\"==typeof t);var e=t%26,n=(t-e)/26,i=1<<e;if(this.length<=n){for(var o=this.length;n+1>o;o++)this.words[o]=0;return this.words[n]|=i,this.length=n+1,this}for(var a=i,o=n;0!==a&&o<this.length;o++){var s=this.words[o];s+=a,a=s>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},i.prototype.cmpn=function(t){var e=0>t;if(e&&(t=-t),this.sign&&!e)return-1;if(!this.sign&&e)return 1;t&=67108863,this.strip();var r;if(this.length>1)r=1;else{var n=this.words[0];r=n===t?0:t>n?-1:1}return this.sign&&(r=-r),r},i.prototype.cmp=function(t){if(this.sign&&!t.sign)return-1;if(!this.sign&&t.sign)return 1;var e=this.ucmp(t);return this.sign?-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=this.words[r],i=t.words[r];if(n!==i){i>n?e=-1:n>i&&(e=1);break}}return e},i.red=function(t){return new f(t)},i.prototype.toRed=function(t){return r(!this.red,\"Already a number in reduction 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d=n[c],p=e[u];if(Array.isArray(p[0])&&(p=e[c]),3===p.length&&(p=[p[0],p[1],p[2],1]),!isNaN(d[0][u])&&!isNaN(d[1][u])){if(d[0][u]<0){var v=h.slice();v[u]+=d[0][u],a.push(h[0],h[1],h[2],p[0],p[1],p[2],p[3],0,0,0,v[0],v[1],v[2],p[0],p[1],p[2],p[3],0,0,0),i(this.bounds,v),l+=2+o(a,v,p,u)}if(d[1][u]>0){var v=h.slice();v[u]+=d[1][u],a.push(h[0],h[1],h[2],p[0],p[1],p[2],p[3],0,0,0,v[0],v[1],v[2],p[0],p[1],p[2],p[3],0,0,0),i(this.bounds,v),l+=2+o(a,v,p,u)}}}this.lineCount[u]=l-this.lineOffset[u]}this.buffer.update(a)}},h.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":128,\"gl-buffer\":124,\"gl-vao\":232}],128:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=\"precision mediump 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=\"precision mediump float;\\n#define GLSLIFY 1\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if(any(lessThan(fragPosition, clipBounds[0])) || any(greaterThan(fragPosition, clipBounds[1]))) {\\n    discard;\\n  }\\n  gl_FragColor = opacity * fragColor;\\n}\";e.exports=function(t){return n(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"offset\",type:\"vec3\"},{name:\"color\",type:\"vec4\"}])}},{\"gl-shader\":203}],129:[function(t,e,r){\"use strict\";function n(t){var e=t.getParameter(t.FRAMEBUFFER_BINDING),r=t.getParameter(t.RENDERBUFFER_BINDING),n=t.getParameter(t.TEXTURE_BINDING_2D);return[e,r,n]}function i(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function o(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);y=new Array(r+1);for(var n=0;r>=n;++n){for(var i=new Array(r),o=0;n>o;++o)i[o]=t.COLOR_ATTACHMENT0+o;for(var o=n;r>o;++o)i[o]=t.NONE;y[n]=i}}function a(t){switch(t){case p:throw new Error(\"gl-fbo: Framebuffer unsupported\");case v:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case m:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case g:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function s(t,e,r,n,i,o){if(!n)return null;var a=d(t,e,r,i,n);return a.magFilter=t.NEAREST,a.minFilter=t.NEAREST,a.mipSamples=1,a.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,a.handle,0),a}function l(t,e,r,n,i){var o=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,o),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,o),o}function u(t){var e=n(t.gl),r=t.gl,o=t.handle=r.createFramebuffer(),u=t._shape[0],c=t._shape[1],h=t.color.length,f=t._ext,d=t._useStencil,p=t._useDepth,v=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,o);for(var m=0;h>m;++m)t.color[m]=s(r,u,c,v,r.RGBA,r.COLOR_ATTACHMENT0+m);0===h?(t._color_rb=l(r,u,c,r.RGBA4,r.COLOR_ATTACHMENT0),f&&f.drawBuffersWEBGL(y[0])):h>1&&f.drawBuffersWEBGL(y[h]);var g=r.getExtension(\"WEBGL_depth_texture\");g?d?t.depth=s(r,u,c,g.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):p&&(t.depth=s(r,u,c,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):p&&d?t._depth_rb=l(r,u,c,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):p?t._depth_rb=l(r,u,c,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=l(r,u,c,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var b=r.checkFramebufferStatus(r.FRAMEBUFFER);if(b!==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(var m=0;m<t.color.length;++m)t.color[m].dispose(),t.color[m]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),i(r,e),a(b)}i(r,e)}function c(t,e,r,n,i,o,a,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var l=0;i>l;++l)this.color[l]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=o,this._useStencil=a;var c=this,h=[0|e,0|r];Object.defineProperties(h,{0:{get:function(){return c._shape[0]},set:function(t){return c.width=t}},1:{get:function(){return c._shape[1]},set:function(t){return c.height=t}}}),this._shapeVector=h,u(this)}function h(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 o=t.gl,s=o.getParameter(o.MAX_RENDERBUFFER_SIZE);if(0>e||e>s||0>r||r>s)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var l=n(o),u=0;u<t.color.length;++u)t.color[u].shape=t._shape;t._color_rb&&(o.bindRenderbuffer(o.RENDERBUFFER,t._color_rb),o.renderbufferStorage(o.RENDERBUFFER,o.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(o.bindRenderbuffer(o.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?o.renderbufferStorage(o.RENDERBUFFER,o.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?o.renderbufferStorage(o.RENDERBUFFER,o.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&o.renderbufferStorage(o.RENDERBUFFER,o.STENCIL_INDEX,t._shape[0],t._shape[1])),o.bindFramebuffer(o.FRAMEBUFFER,t.handle);var c=o.checkFramebufferStatus(o.FRAMEBUFFER);c!==o.FRAMEBUFFER_COMPLETE&&(t.dispose(),i(o,l),a(c)),i(o,l)}}function f(t,e,r,n){p||(p=t.FRAMEBUFFER_UNSUPPORTED,v=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,m=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,g=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var i=t.getExtension(\"WEBGL_draw_buffers\");if(!y&&i&&o(t,i),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var a=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(0>e||e>a||0>r||r>a)throw new Error(\"gl-fbo: Parameters are too large for FBO\");n=n||{};var s=1;if(\"color\"in n){if(s=Math.max(0|n.color,0),0>s)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(s>1){if(!i)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(s>t.getParameter(i.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+s+\" draw buffers\")}}var l=t.UNSIGNED_BYTE,u=t.getExtension(\"OES_texture_float\");if(n.float&&s>0){if(!u)throw new Error(\"gl-fbo: Context does not support floating point textures\");l=t.FLOAT}else n.preferFloat&&s>0&&u&&(l=t.FLOAT);var h=!0;\"depth\"in n&&(h=!!n.depth);var f=!1;return\"stencil\"in n&&(f=!!n.stencil),new c(t,e,r,l,s,h,f,i)}var d=t(\"gl-texture2d\");e.exports=f;var p,v,m,g,y=null,b=c.prototype;Object.defineProperties(b,{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 h(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return t=0|t,h(this,t,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t=0|t,h(this,this._shape[0],t),t},enumerable:!1}}),b.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])}},b.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\":228}],130:[function(t,e,r){r.lineVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nfloat inverse_1_0(float m) {\\n  return 1.0 / m;\\n}\\n\\nmat2 inverse_1_0(mat2 m) {\\n  return mat2(m[1][1],-m[0][1],\\n             -m[1][0], m[0][0]) / (m[0][0]*m[1][1] - m[0][1]*m[1][0]);\\n}\\n\\nmat3 inverse_1_0(mat3 m) {\\n  float a00 = m[0][0], a01 = m[0][1], a02 = m[0][2];\\n  float a10 = m[1][0], a11 = m[1][1], a12 = m[1][2];\\n  float a20 = m[2][0], a21 = m[2][1], a22 = m[2][2];\\n\\n  float b01 = a22 * a11 - a12 * a21;\\n  float b11 = -a22 * a10 + a12 * a20;\\n  float b21 = a21 * a10 - a11 * a20;\\n\\n  float det = a00 * b01 + a01 * b11 + a02 * b21;\\n\\n  return mat3(b01, (-a22 * a01 + a02 * a21), (a12 * a01 - a02 * a11),\\n              b11, (a22 * a00 - a02 * a20), (-a12 * a00 + a02 * a10),\\n              b21, (-a21 * a00 + a01 * a20), (a11 * a00 - a01 * a10)) / det;\\n}\\n\\nmat4 inverse_1_0(mat4 m) {\\n  float\\n      a00 = m[0][0], a01 = m[0][1], a02 = m[0][2], a03 = m[0][3],\\n      a10 = m[1][0], a11 = m[1][1], a12 = m[1][2], a13 = m[1][3],\\n      a20 = m[2][0], a21 = m[2][1], a22 = m[2][2], a23 = m[2][3],\\n      a30 = m[3][0], a31 = m[3][1], a32 = m[3][2], a33 = m[3][3],\\n\\n      b00 = a00 * a11 - a01 * a10,\\n      b01 = a00 * a12 - a02 * a10,\\n      b02 = a00 * a13 - a03 * a10,\\n      b03 = a01 * a12 - a02 * a11,\\n      b04 = a01 * a13 - a03 * a11,\\n      b05 = a02 * a13 - a03 * a12,\\n      b06 = a20 * a31 - a21 * a30,\\n      b07 = a20 * a32 - a22 * a30,\\n      b08 = a20 * a33 - a23 * a30,\\n      b09 = a21 * a32 - a22 * a31,\\n      b10 = a21 * a33 - a23 * a31,\\n      b11 = a22 * a33 - a23 * a32,\\n\\n      det = b00 * b11 - b01 * b10 + b02 * b09 + b03 * b08 - b04 * b07 + b05 * b06;\\n\\n  return mat4(\\n      a11 * b11 - a12 * b10 + a13 * b09,\\n      a02 * b10 - a01 * b11 - a03 * b09,\\n      a31 * b05 - a32 * b04 + a33 * b03,\\n      a22 * b04 - a21 * b05 - a23 * b03,\\n      a12 * b08 - a10 * b11 - a13 * b07,\\n      a00 * b11 - a02 * b08 + a03 * b07,\\n      a32 * b02 - a30 * b05 - a33 * b01,\\n      a20 * b05 - a22 * b02 + a23 * b01,\\n      a10 * b10 - a11 * b08 + a13 * b06,\\n      a01 * b08 - a00 * b10 - a03 * b06,\\n      a30 * b04 - a31 * b02 + a33 * b00,\\n      a21 * b02 - a20 * b04 - a23 * b00,\\n      a11 * b07 - a10 * b09 - a12 * b06,\\n      a00 * b09 - a01 * b07 + a02 * b06,\\n      a31 * b01 - a30 * b03 - a32 * b00,\\n      a20 * b03 - a21 * b01 + a22 * b00) / det;\\n}\\n\\n\\n\\nattribute vec2 a, d;\\n\\nuniform mat3 matrix;\\nuniform vec2 screenShape;\\nuniform float width;\\n\\nvarying vec2 direction;\\n\\nvoid main() {\\n  vec2 dir = (matrix * vec3(d, 0)).xy;\\n  vec3 base = matrix * vec3(a, 1);\\n  vec2 n = 0.5 * width *\\n    normalize(screenShape.yx * vec2(dir.y, -dir.x)) / screenShape.xy;\\n  vec2 tangent = normalize(screenShape.xy * dir);\\n  if(dir.x < 0.0 || (dir.x == 0.0 && dir.y < 0.0)) {\\n    direction = -tangent;\\n  } else {\\n    direction = tangent;\\n  }\\n  gl_Position = vec4(base.xy/base.z + n, 0, 1);\\n}\\n\",r.lineFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nuniform vec2 screenShape;\\nuniform sampler2D dashPattern;\\nuniform float dashLength;\\n\\nvarying vec2 direction;\\n\\nvoid main() {\\n  float t = fract(dot(direction, gl_FragCoord.xy) / dashLength);\\n  vec4 pcolor = color * texture2D(dashPattern, vec2(t, 0.0)).r;\\n  gl_FragColor = vec4(pcolor.rgb * pcolor.a, pcolor.a);\\n}\\n\",r.mitreVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 p;\\n\\nuniform mat3  matrix;\\nuniform vec2 screenShape;\\nuniform float radius;\\n\\nvoid main() {\\n  vec3 pp = matrix * vec3(p, 1);\\n  gl_Position  = vec4(pp.xy, 0, pp.z);\\n  gl_PointSize = radius;\\n}\\n\",r.mitreFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  if(length(gl_PointCoord.xy - 0.5) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = vec4(color.rgb, color.a);\\n}\\n\",r.pickVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 a, d;\\nattribute vec4 pick0, pick1;\\n\\nuniform mat3 matrix;\\nuniform vec2 screenShape;\\nuniform float width;\\n\\nvarying vec4 pickA, pickB;\\n\\nfloat inverse_1_0(float m) {\\n  return 1.0 / m;\\n}\\n\\nmat2 inverse_1_0(mat2 m) {\\n  return mat2(m[1][1],-m[0][1],\\n             -m[1][0], m[0][0]) / (m[0][0]*m[1][1] - m[0][1]*m[1][0]);\\n}\\n\\nmat3 inverse_1_0(mat3 m) {\\n  float a00 = m[0][0], a01 = m[0][1], a02 = m[0][2];\\n  float a10 = m[1][0], a11 = m[1][1], a12 = m[1][2];\\n  float a20 = m[2][0], a21 = m[2][1], a22 = m[2][2];\\n\\n  float b01 = a22 * a11 - a12 * a21;\\n  float b11 = -a22 * a10 + a12 * a20;\\n  float b21 = a21 * a10 - a11 * a20;\\n\\n  float det = a00 * b01 + a01 * b11 + a02 * b21;\\n\\n  return mat3(b01, (-a22 * a01 + a02 * a21), (a12 * a01 - a02 * a11),\\n              b11, (a22 * a00 - a02 * a20), (-a12 * a00 + a02 * a10),\\n              b21, (-a21 * a00 + a01 * a20), (a11 * a00 - a01 * a10)) / det;\\n}\\n\\nmat4 inverse_1_0(mat4 m) {\\n  float\\n      a00 = m[0][0], a01 = m[0][1], a02 = m[0][2], a03 = m[0][3],\\n      a10 = m[1][0], a11 = m[1][1], a12 = m[1][2], a13 = m[1][3],\\n      a20 = m[2][0], a21 = m[2][1], a22 = m[2][2], a23 = m[2][3],\\n      a30 = m[3][0], a31 = m[3][1], a32 = m[3][2], a33 = m[3][3],\\n\\n      b00 = a00 * a11 - a01 * a10,\\n      b01 = a00 * a12 - a02 * a10,\\n      b02 = a00 * a13 - a03 * a10,\\n      b03 = a01 * a12 - a02 * a11,\\n      b04 = a01 * a13 - a03 * a11,\\n      b05 = a02 * a13 - a03 * a12,\\n      b06 = a20 * a31 - a21 * a30,\\n      b07 = a20 * a32 - a22 * a30,\\n      b08 = a20 * a33 - a23 * a30,\\n      b09 = a21 * a32 - a22 * a31,\\n      b10 = a21 * a33 - a23 * a31,\\n      b11 = a22 * a33 - a23 * a32,\\n\\n      det = b00 * b11 - b01 * b10 + b02 * b09 + b03 * b08 - b04 * b07 + b05 * b06;\\n\\n  return mat4(\\n      a11 * b11 - a12 * b10 + a13 * b09,\\n      a02 * b10 - a01 * b11 - a03 * b09,\\n      a31 * b05 - a32 * b04 + a33 * b03,\\n      a22 * b04 - a21 * b05 - a23 * b03,\\n      a12 * b08 - a10 * b11 - a13 * b07,\\n      a00 * b11 - a02 * b08 + a03 * b07,\\n      a32 * b02 - a30 * b05 - a33 * b01,\\n      a20 * b05 - a22 * b02 + a23 * b01,\\n      a10 * b10 - a11 * b08 + a13 * b06,\\n      a01 * b08 - a00 * b10 - a03 * b06,\\n      a30 * b04 - a31 * b02 + a33 * b00,\\n      a21 * b02 - a20 * b04 - a23 * b00,\\n      a11 * b07 - a10 * b09 - a12 * b06,\\n      a00 * b09 - a01 * b07 + a02 * b06,\\n      a31 * b01 - a30 * b03 - a32 * b00,\\n      a20 * b03 - a21 * b01 + a22 * b00) / det;\\n}\\n\\n\\n\\nvoid main() {\\n  vec3 base = matrix * vec3(a, 1);\\n  vec2 n = width *\\n    normalize(screenShape.yx * vec2(d.y, -d.x)) / screenShape.xy;\\n  gl_Position = vec4(base.xy/base.z + n, 0, 1);\\n  pickA = pick0;\\n  pickB = pick1;\\n}\\n\",r.pickFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 pickOffset;\\n\\nvarying vec4 pickA, pickB;\\n\\nvoid main() {\\n  vec4 fragId = vec4(pickA.xyz, 0.0);\\n  if(pickB.w > pickA.w) {\\n    fragId.xyz = pickB.xyz;\\n  }\\n\\n  fragId += pickOffset;\\n\\n  fragId.y += floor(fragId.x / 256.0);\\n  fragId.x -= floor(fragId.x / 256.0) * 256.0;\\n\\n  fragId.z += floor(fragId.y / 256.0);\\n  fragId.y -= floor(fragId.y / 256.0) * 256.0;\\n\\n  fragId.w += floor(fragId.z / 256.0);\\n  fragId.z -= floor(fragId.z / 256.0) * 256.0;\\n\\n  gl_FragColor = fragId / 255.0;\\n}\\n\",r.fillVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 a, d;\\n\\nuniform mat3 matrix;\\nuniform vec2 projectAxis;\\nuniform float projectValue;\\nuniform float depth;\\n\\nvoid main() {\\n  vec3 base = matrix * vec3(a, 1);\\n  vec2 p = base.xy / base.z;\\n  if(d.y < 0.0 || (d.y == 0.0 && d.x < 0.0)) {\\n    if(dot(p, projectAxis) < projectValue) {\\n      p = p * (1.0 - abs(projectAxis)) + projectAxis * projectValue;\\n    }\\n  }\\n  gl_Position = vec4(p, depth, 1);\\n}\\n\",r.fillFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = vec4(color.rgb * color.a, color.a);\\n}\\n\";\n",
       "},{}],131:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a,s){this.plot=t,this.dashPattern=e,this.lineBuffer=r,this.pickBuffer=n,this.lineShader=i,this.mitreShader=o,this.fillShader=a,this.pickShader=s,this.usingDashes=!1,this.bounds=[1/0,1/0,-(1/0),-(1/0)],this.width=1,this.color=[0,0,1,1],this.fill=[!1,!1,!1,!1],this.fillColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.data=null,this.numPoints=0,this.vertCount=0,this.pickOffset=0,this.lodBuffer=[]}function i(t){return t.map(function(t){return t.slice()})}function o(t,e){var r=t.gl,i=s(r),o=s(r),u=l(r,[1,1]),c=a(r,h.lineVertex,h.lineFragment),f=a(r,h.mitreVertex,h.mitreFragment),d=a(r,h.fillVertex,h.fillFragment),p=a(r,h.pickVertex,h.pickFragment),v=new n(t,u,i,o,c,f,d,p);return t.addObject(v),v.update(e),v}e.exports=o;var a=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"gl-texture2d\"),u=t(\"ndarray\"),c=t(\"typedarray-pool\"),h=t(\"./lib/shaders\"),f=n.prototype;f.draw=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0],r=[1,0],n=[-1,0],i=[0,1],o=[0,-1];return function(){var a=this.plot,s=this.color,l=this.width,u=(this.numPoints,this.bounds),c=this.vertCount;if(c){var h=a.gl,f=a.viewBox,d=a.dataBox,p=a.pixelRatio,v=u[2]-u[0],m=u[3]-u[1],g=d[2]-d[0],y=d[3]-d[1],b=f[2]-f[0],x=f[3]-f[1];t[0]=2*v/g,t[4]=2*m/y,t[6]=2*(u[0]-d[0])/g-1,t[7]=2*(u[1]-d[1])/y-1,e[0]=b,e[1]=x;var _=this.lineBuffer;_.bind();var w=this.fill;if(w[0]||w[1]||w[2]||w[3]){var M=this.fillShader;M.bind();var k=M.uniforms;k.matrix=t,k.depth=a.nextDepthValue();var A=M.attributes;A.a.pointer(h.FLOAT,!1,16,0),A.d.pointer(h.FLOAT,!1,16,8),h.depthMask(!0),h.enable(h.DEPTH_TEST);var T=this.fillColor;w[0]&&(k.color=T[0],k.projectAxis=n,k.projectValue=1,h.drawArrays(h.TRIANGLES,0,c)),w[1]&&(k.color=T[1],k.projectAxis=o,k.projectValue=1,h.drawArrays(h.TRIANGLES,0,c)),w[2]&&(k.color=T[2],k.projectAxis=r,k.projectValue=1,h.drawArrays(h.TRIANGLES,0,c)),w[3]&&(k.color=T[3],k.projectAxis=i,k.projectValue=1,h.drawArrays(h.TRIANGLES,0,c)),h.depthMask(!1),h.disable(h.DEPTH_TEST)}var E=this.lineShader;E.bind();var S=E.uniforms;S.matrix=t,S.color=s,S.width=l*p,S.screenShape=e,S.dashPattern=this.dashPattern.bind(),S.dashLength=this.dashLength*p;var L=E.attributes;if(L.a.pointer(h.FLOAT,!1,16,0),L.d.pointer(h.FLOAT,!1,16,8),h.drawArrays(h.TRIANGLES,0,c),l>2&&!this.usingDashes){var z=this.mitreShader;z.bind();var I=z.uniforms;I.matrix=t,I.color=s,I.screenShape=e,I.radius=l*p,z.attributes.p.pointer(h.FLOAT,!1,48,0),h.drawArrays(h.POINTS,0,c/3|0)}}}}(),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0],r=[0,0,0,0];return function(n){var i=this.plot,o=this.pickShader,a=this.lineBuffer,s=this.pickBuffer,l=this.width,u=this.numPoints,c=this.bounds,h=this.vertCount,f=i.gl,d=i.viewBox,p=i.dataBox,v=i.pickPixelRatio,m=c[2]-c[0],g=c[3]-c[1],y=p[2]-p[0],b=p[3]-p[1],x=d[2]-d[0],_=d[3]-d[1];if(this.pickOffset=n,!h)return n+u;t[0]=2*m/y,t[4]=2*g/b,t[6]=2*(c[0]-p[0])/y-1,t[7]=2*(c[1]-p[1])/b-1,e[0]=x,e[1]=_,r[0]=255&n,r[1]=n>>>8&255,r[2]=n>>>16&255,r[3]=n>>>24,o.bind();var w=o.uniforms;w.matrix=t,w.width=l*v,w.pickOffset=r,w.screenShape=e;var M=o.attributes;return a.bind(),M.a.pointer(f.FLOAT,!1,16,0),M.d.pointer(f.FLOAT,!1,16,8),s.bind(),M.pick0.pointer(f.UNSIGNED_BYTE,!1,8,0),M.pick1.pointer(f.UNSIGNED_BYTE,!1,8,4),f.drawArrays(f.TRIANGLES,0,h),n+u}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.numPoints;if(n>r||r>=n+i)return null;var o=r-n,a=this.data;return{object:this,pointId:o,dataCoord:[a[2*o],a[2*o+1]]}},f.update=function(t){t=t||{};var e=this.plot.gl;!!t.connectGaps;this.color=(t.color||[0,0,1,1]).slice(),this.width=+(t.width||1),this.fill=(t.fill||[!1,!1,!1,!1]).slice(),this.fillColor=i(t.fillColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);for(var r=t.dashes||[1],n=0,o=0;o<r.length;++o)n+=r[o];for(var a=c.mallocUint8(n),s=0,h=255,o=0;o<r.length;++o){for(var f=0;f<r[o];++f)a[s++]=h;h^=255}this.dashPattern.dispose(),this.usingDashes=r.length>1,this.dashPattern=l(e,u(a,[n,1,4],[1,0,0])),this.dashPattern.minFilter=e.NEAREST,this.dashPattern.magFilter=e.NEAREST,this.dashLength=n,c.free(a);var d=t.positions;this.data=d;var p=this.bounds;p[0]=p[1]=1/0,p[2]=p[3]=-(1/0);var v=this.numPoints=d.length>>>1;if(0!==v){for(var o=0;v>o;++o){var m=d[2*o],g=d[2*o+1];isNaN(m)||isNaN(g)||(p[0]=Math.min(p[0],m),p[1]=Math.min(p[1],g),p[2]=Math.max(p[2],m),p[3]=Math.max(p[3],g))}p[0]===p[2]&&(p[2]+=1),p[3]===p[1]&&(p[3]+=1);for(var y=c.mallocFloat32(24*(v-1)),b=c.mallocUint32(12*(v-1)),x=y.length,_=b.length,s=v,w=0;s>1;){var M=--s,m=d[2*s],g=d[2*s+1],k=M-1,A=d[2*k],T=d[2*k+1];if(!(isNaN(m)||isNaN(g)||isNaN(A)||isNaN(T))){w+=1,m=(m-p[0])/(p[2]-p[0]),g=(g-p[1])/(p[3]-p[1]),A=(A-p[0])/(p[2]-p[0]),T=(T-p[1])/(p[3]-p[1]);var E=A-m,S=T-g,L=M|1<<24,z=M-1,I=M,P=M-1|1<<24;y[--x]=-S,y[--x]=-E,y[--x]=g,y[--x]=m,b[--_]=L,b[--_]=z,y[--x]=S,y[--x]=E,y[--x]=T,y[--x]=A,b[--_]=I,b[--_]=P,y[--x]=-S,y[--x]=-E,y[--x]=T,y[--x]=A,b[--_]=I,b[--_]=P,y[--x]=S,y[--x]=E,y[--x]=T,y[--x]=A,b[--_]=I,b[--_]=P,y[--x]=-S,y[--x]=-E,y[--x]=g,y[--x]=m,b[--_]=L,b[--_]=z,y[--x]=S,y[--x]=E,y[--x]=g,y[--x]=m,b[--_]=L,b[--_]=z}}this.vertCount=6*w,this.lineBuffer.update(y.subarray(x)),this.pickBuffer.update(b.subarray(_)),c.free(y),c.free(b)}},f.dispose=function(){this.plot.removeObject(this),this.lineBuffer.dispose(),this.pickBuffer.dispose(),this.lineShader.dispose(),this.mitreShader.dispose(),this.fillShader.dispose(),this.pickShader.dispose(),this.dashPattern.dispose()}},{\"./lib/shaders\":130,\"gl-buffer\":124,\"gl-shader\":203,\"gl-texture2d\":228,ndarray:433,\"typedarray-pool\":458}],132:[function(t,e,r){var n=t(\"gl-shader\"),i=\"precision mediump 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\\nvoid main() {\\n  vec4 projected = projection * view * model * vec4(position, 1.0);\\n  vec4 tangentClip = projection * view * model * vec4(nextPosition - position, 0.0);\\n  vec2 tangent = normalize(screenShape * tangentClip.xy);\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(tangent.y, -tangent.x) / screenShape;\\n\\n  gl_Position = vec4(projected.xy + projected.w * offset, projected.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\",o=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(worldPosition, clipBounds[0])) || any(greaterThan(worldPosition, clipBounds[1]))) {\\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\",a=\"precision mediump float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1_0(highp float v) {\\n  highp 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  highp vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  highp float e = floor(log2(av));\\n  highp 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  highp 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\\n\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if(any(lessThan(worldPosition, clipBounds[0])) || any(greaterThan(worldPosition, clipBounds[1]))) {\\n    discard;\\n  }\\n  gl_FragColor = vec4(pickId/255.0, encode_float_1_0(pixelArcLength).xyz);\\n}\",s=[{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 n(t,i,o,null,s)},r.createPickShader=function(t){return n(t,i,a,null,s)}},{\"gl-shader\":203}],133:[function(t,e,r){\"use strict\";function n(t,e){for(var r=0,n=0;3>n;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function i(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;3>r;++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 o(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function a(t,e,r,n,i,o){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,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=o,this.dashScale=1,this.opacity=1,this.dirty=!0,this.pixelRatio=1}function s(t){var e=t.gl||t.scene&&t.scene.gl,r=v(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 n=m(e);n.attributes.position.location=0,n.attributes.nextPosition.location=1,n.attributes.arcLength.location=2,n.attributes.lineWidth.location=3,n.attributes.color.location=4;for(var i=l(e),o=u(e,[{buffer:i,size:3,offset:0,stride:48},{buffer:i,size:3,offset:12,stride:48},{buffer:i,size:1,offset:24,stride:48},{buffer:i,size:1,offset:28,stride:48},{buffer:i,size:4,offset:32,stride:48}]),s=d(new Array(1024),[256,1,4]),h=0;1024>h;++h)s.data[h]=255;var f=c(e,s);f.wrap=e.REPEAT;var p=new a(e,r,n,i,o,f);return p.update(t),p}e.exports=s;var l=t(\"gl-buffer\"),u=t(\"gl-vao\"),c=t(\"gl-texture2d\"),h=t(\"glsl-read-float\"),f=t(\"binary-search-bounds\"),d=t(\"ndarray\"),p=t(\"./lib/shaders\"),v=p.createShader,m=p.createPickShader,g=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],y=a.prototype;y.isTransparent=function(){return this.opacity<1},y.isOpaque=function(){return this.opacity>=1},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||g,view:t.view||g,projection:t.projection||g,clipBounds:i(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)},y.drawPick=function(t){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||g,view:t.view||g,projection:t.projection||g,pickId:this.pickId,clipBounds:i(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount)},y.update=function(t){var e,r;this.dirty=!0;var i=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),\"opacity\"in t&&(this.opacity=+t.opacity);var o=t.position||t.positions;if(o){var a=t.color||t.colors||[0,0,0,1],s=t.lineWidth||1,l=[],u=[],c=[],h=0,p=0,v=[[1/0,1/0,1/0],[-(1/0),-(1/0),-(1/0)]],m=!1;t:for(e=1;e<o.length;++e){var g=o[e-1],y=o[e];for(u.push(h),c.push(g.slice()),r=0;3>r;++r){if(isNaN(g[r])||isNaN(y[r])||!isFinite(g[r])||!isFinite(y[r])){if(!i&&l.length>0){for(var b=0;24>b;++b)l.push(l[l.length-12]);p+=2,m=!0}continue t}v[0][r]=Math.min(v[0][r],g[r],y[r]),v[1][r]=Math.max(v[1][r],g[r],y[r])}var x,_;Array.isArray(a[0])?(x=a[e-1],_=a[e]):x=_=a,3===x.length&&(x=[x[0],x[1],x[2],1]),3===_.length&&(_=[_[0],_[1],_[2],1]);var w;w=Array.isArray(s)?s[e-1]:s;var M=h;if(h+=n(g,y),m){for(r=0;2>r;++r)l.push(g[0],g[1],g[2],y[0],y[1],y[2],M,w,x[0],x[1],x[2],x[3]);p+=2,m=!1}l.push(g[0],g[1],g[2],y[0],y[1],y[2],M,w,x[0],x[1],x[2],x[3],g[0],g[1],g[2],y[0],y[1],y[2],M,-w,x[0],x[1],x[2],x[3],y[0],y[1],y[2],g[0],g[1],g[2],h,-w,_[0],_[1],_[2],_[3],y[0],y[1],y[2],g[0],g[1],g[2],h,w,_[0],_[1],_[2],_[3]),p+=4}if(this.buffer.update(l),u.push(h),c.push(o[o.length-1].slice()),this.bounds=v,this.vertexCount=p,this.points=c,this.arcLength=u,\"dashes\"in t){var k=t.dashes,A=k.slice();for(A.unshift(0),e=1;e<A.length;++e)A[e]=A[e-1]+A[e];var T=d(new Array(1024),[256,1,4]);for(e=0;256>e;++e){for(r=0;4>r;++r)T.set(e,0,r,0);1&f.le(A,A[A.length-1]*e/255)?T.set(e,0,0,0):T.set(e,0,0,255)}this.texture.setPixels(T)}}},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=h(t.value[0],t.value[1],t.value[2],0),r=f.le(this.arcLength,e);if(0>r)return null;if(r===this.arcLength.length-1)return new o(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),s=1-a,l=[0,0,0],u=0;3>u;++u)l[u]=s*n[u]+a*i[u];var c=Math.min(.5>a?r:r+1,this.points.length-1);return new o(e,l,c,this.points[c])}},{\"./lib/shaders\":132,\"binary-search-bounds\":134,\"gl-buffer\":124,\"gl-texture2d\":228,\"gl-vao\":232,\"glsl-read-float\":135,ndarray:433}],134:[function(t,e,r){arguments[4][22][0].apply(r,arguments)},{dup:22}],135:[function(t,e,r){function n(t,e,r,n){return i[0]=n,i[1]=r,i[2]=e,i[3]=t,o[0]}e.exports=n;var i=new Uint8Array(4),o=new Float32Array(i.buffer)},{}],136:[function(t,e,r){function n(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=e[4],s=e[5],l=e[6],u=e[7],c=e[8],h=c*a-s*u,f=-c*o+s*l,d=u*o-a*l,p=r*h+n*f+i*d;return p?(p=1/p,t[0]=h*p,t[1]=(-c*n+i*u)*p,t[2]=(s*n-i*a)*p,t[3]=f*p,t[4]=(c*r-i*l)*p,t[5]=(-s*r+i*o)*p,t[6]=d*p,t[7]=(-u*r+n*l)*p,t[8]=(a*r-n*o)*p,t):null}e.exports=n},{}],137:[function(t,e,r){function n(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}e.exports=n},{}],138:[function(t,e,r){function n(){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}e.exports=n},{}],139:[function(t,e,r){function n(t){var e=t[0],r=t[1],n=t[2],i=t[3],o=t[4],a=t[5],s=t[6],l=t[7],u=t[8],c=t[9],h=t[10],f=t[11],d=t[12],p=t[13],v=t[14],m=t[15],g=e*a-r*o,y=e*s-n*o,b=e*l-i*o,x=r*s-n*a,_=r*l-i*a,w=n*l-i*s,M=u*p-c*d,k=u*v-h*d,A=u*m-f*d,T=c*v-h*p,E=c*m-f*p,S=h*m-f*v;return g*S-y*E+b*T+x*A-_*k+w*M}e.exports=n},{}],140:[function(t,e,r){function n(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=r+r,s=n+n,l=i+i,u=r*a,c=n*a,h=n*s,f=i*a,d=i*s,p=i*l,v=o*a,m=o*s,g=o*l;return t[0]=1-h-p,t[1]=c+g,t[2]=f-m,t[3]=0,t[4]=c-g,t[5]=1-u-p,t[6]=d+v,t[7]=0,t[8]=f+m,t[9]=d-v,t[10]=1-u-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}e.exports=n},{}],141:[function(t,e,r){function n(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=n+n,l=i+i,u=o+o,c=n*s,h=n*l,f=n*u,d=i*l,p=i*u,v=o*u,m=a*s,g=a*l,y=a*u;return t[0]=1-(d+v),t[1]=h+y,t[2]=f-g,t[3]=0,t[4]=h-y,t[5]=1-(c+v),t[6]=p+m,t[7]=0,t[8]=f+g,t[9]=p-m,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}e.exports=n},{}],142:[function(t,e,r){function n(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}e.exports=n},{}],143:[function(t,e,r){function n(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=e[4],s=e[5],l=e[6],u=e[7],c=e[8],h=e[9],f=e[10],d=e[11],p=e[12],v=e[13],m=e[14],g=e[15],y=r*s-n*a,b=r*l-i*a,x=r*u-o*a,_=n*l-i*s,w=n*u-o*s,M=i*u-o*l,k=c*v-h*p,A=c*m-f*p,T=c*g-d*p,E=h*m-f*v,S=h*g-d*v,L=f*g-d*m,z=y*L-b*S+x*E+_*T-w*A+M*k;return z?(z=1/z,t[0]=(s*L-l*S+u*E)*z,t[1]=(i*S-n*L-o*E)*z,t[2]=(v*M-m*w+g*_)*z,t[3]=(f*w-h*M-d*_)*z,t[4]=(l*T-a*L-u*A)*z,t[5]=(r*L-i*T+o*A)*z,t[6]=(m*x-p*M-g*b)*z,t[7]=(c*M-f*x+d*b)*z,t[8]=(a*S-s*T+u*k)*z,t[9]=(n*T-r*S-o*k)*z,t[10]=(p*w-v*x+g*y)*z,t[11]=(h*x-c*w-d*y)*z,t[12]=(s*A-a*E-l*k)*z,t[13]=(r*E-n*A+i*k)*z,t[14]=(v*b-p*_-m*y)*z,t[15]=(c*_-h*b+f*y)*z,t):null}e.exports=n},{}],144:[function(t,e,r){function n(t,e,r,n){var o,a,s,l,u,c,h,f,d,p,v=e[0],m=e[1],g=e[2],y=n[0],b=n[1],x=n[2],_=r[0],w=r[1],M=r[2];return Math.abs(v-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(g-M)<1e-6?i(t):(h=v-_,f=m-w,d=g-M,p=1/Math.sqrt(h*h+f*f+d*d),h*=p,f*=p,d*=p,o=b*d-x*f,a=x*h-y*d,s=y*f-b*h,p=Math.sqrt(o*o+a*a+s*s),p?(p=1/p,o*=p,a*=p,s*=p):(o=0,a=0,s=0),l=f*s-d*a,u=d*o-h*s,c=h*a-f*o,p=Math.sqrt(l*l+u*u+c*c),p?(p=1/p,l*=p,u*=p,c*=p):(l=0,u=0,c=0),t[0]=o,t[1]=l,t[2]=h,t[3]=0,t[4]=a,t[5]=u,t[6]=f,t[7]=0,t[8]=s,t[9]=c,t[10]=d,t[11]=0,t[12]=-(o*v+a*m+s*g),t[13]=-(l*v+u*m+c*g),t[14]=-(h*v+f*m+d*g),t[15]=1,t)}var i=t(\"./identity\");e.exports=n},{\"./identity\":142}],145:[function(t,e,r){function n(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=e[9],d=e[10],p=e[11],v=e[12],m=e[13],g=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*h+w*v,t[1]=b*i+x*l+_*f+w*m,t[2]=b*o+x*u+_*d+w*g,t[3]=b*a+x*c+_*p+w*y,b=r[4],x=r[5],_=r[6],w=r[7],t[4]=b*n+x*s+_*h+w*v,t[5]=b*i+x*l+_*f+w*m,t[6]=b*o+x*u+_*d+w*g,t[7]=b*a+x*c+_*p+w*y,b=r[8],x=r[9],_=r[10],w=r[11],t[8]=b*n+x*s+_*h+w*v,t[9]=b*i+x*l+_*f+w*m,t[10]=b*o+x*u+_*d+w*g,t[11]=b*a+x*c+_*p+w*y,b=r[12],x=r[13],_=r[14],w=r[15],t[12]=b*n+x*s+_*h+w*v,t[13]=b*i+x*l+_*f+w*m,t[14]=b*o+x*u+_*d+w*g,t[15]=b*a+x*c+_*p+w*y,t}e.exports=n},{}],146:[function(t,e,r){function n(t,e,r,n,i){var o=1/Math.tan(e/2),a=1/(n-i);return t[0]=o/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=o,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*a,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*a,t[15]=0,t}e.exports=n},{}],147:[function(t,e,r){function n(t,e,r,n){var i,o,a,s,l,u,c,h,f,d,p,v,m,g,y,b,x,_,w,M,k,A,T,E,S=n[0],L=n[1],z=n[2],I=Math.sqrt(S*S+L*L+z*z);return Math.abs(I)<1e-6?null:(I=1/I,S*=I,L*=I,z*=I,i=Math.sin(r),o=Math.cos(r),a=1-o,s=e[0],l=e[1],u=e[2],c=e[3],h=e[4],f=e[5],d=e[6],p=e[7],v=e[8],m=e[9],g=e[10],y=e[11],b=S*S*a+o,x=L*S*a+z*i,_=z*S*a-L*i,w=S*L*a-z*i,M=L*L*a+o,k=z*L*a+S*i,A=S*z*a+L*i,T=L*z*a-S*i,E=z*z*a+o,t[0]=s*b+h*x+v*_,t[1]=l*b+f*x+m*_,t[2]=u*b+d*x+g*_,t[3]=c*b+p*x+y*_,t[4]=s*w+h*M+v*k,t[5]=l*w+f*M+m*k,t[6]=u*w+d*M+g*k,t[7]=c*w+p*M+y*k,t[8]=s*A+h*T+v*E,t[9]=l*A+f*T+m*E,t[10]=u*A+d*T+g*E,t[11]=c*A+p*T+y*E,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}e.exports=n},{}],148:[function(t,e,r){function n(t,e,r){var n=Math.sin(r),i=Math.cos(r),o=e[4],a=e[5],s=e[6],l=e[7],u=e[8],c=e[9],h=e[10],f=e[11];return 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]),t[4]=o*i+u*n,t[5]=a*i+c*n,t[6]=s*i+h*n,t[7]=l*i+f*n,t[8]=u*i-o*n,t[9]=c*i-a*n,t[10]=h*i-s*n,t[11]=f*i-l*n,t}e.exports=n},{}],149:[function(t,e,r){function n(t,e,r){var n=Math.sin(r),i=Math.cos(r),o=e[0],a=e[1],s=e[2],l=e[3],u=e[8],c=e[9],h=e[10],f=e[11];return 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]),t[0]=o*i-u*n,t[1]=a*i-c*n,t[2]=s*i-h*n,t[3]=l*i-f*n,t[8]=o*n+u*i,t[9]=a*n+c*i,t[10]=s*n+h*i,t[11]=l*n+f*i,t}e.exports=n},{}],150:[function(t,e,r){function n(t,e,r){var n=Math.sin(r),i=Math.cos(r),o=e[0],a=e[1],s=e[2],l=e[3],u=e[4],c=e[5],h=e[6],f=e[7];return 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]),t[0]=o*i+u*n,t[1]=a*i+c*n,t[2]=s*i+h*n,t[3]=l*i+f*n,t[4]=u*i-o*n,t[5]=c*i-a*n,t[6]=h*i-s*n,t[7]=f*i-l*n,t}e.exports=n},{}],151:[function(t,e,r){function n(t,e,r){var n=r[0],i=r[1],o=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]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*o,t[9]=e[9]*o,t[10]=e[10]*o,t[11]=e[11]*o,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}e.exports=n},{}],152:[function(t,e,r){function n(t,e,r){var n,i,o,a,s,l,u,c,h,f,d,p,v=r[0],m=r[1],g=r[2];return e===t?(t[12]=e[0]*v+e[4]*m+e[8]*g+e[12],t[13]=e[1]*v+e[5]*m+e[9]*g+e[13],t[14]=e[2]*v+e[6]*m+e[10]*g+e[14],t[15]=e[3]*v+e[7]*m+e[11]*g+e[15]):(n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=e[9],d=e[10],p=e[11],t[0]=n,t[1]=i,t[2]=o,t[3]=a,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=h,t[9]=f,t[10]=d,t[11]=p,t[12]=n*v+s*m+h*g+e[12],t[13]=i*v+l*m+f*g+e[13],t[14]=o*v+u*m+d*g+e[14],t[15]=a*v+c*m+p*g+e[15]),t}e.exports=n},{}],153:[function(t,e,r){function n(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],o=e[6],a=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]=o,t[11]=e[14],t[12]=i,t[13]=a,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}e.exports=n},{}],154:[function(t,e,r){\"use strict\";function n(t,e){for(var r=[0,0,0,0],n=0;4>n;++n)for(var i=0;4>i;++i)r[i]+=t[4*n+i]*e[n];return r}function i(t,e,r,i,o){for(var a=n(i,n(r,n(e,[t[0],t[1],t[2],1]))),s=0;3>s;++s)a[s]/=a[3];return[.5*o[0]*(1+a[0]),.5*o[1]*(1-a[1])]}function o(t,e){if(2===t.length){for(var r=0,n=0,i=0;2>i;++i)r+=Math.pow(e[i]-t[0][i],2),n+=Math.pow(e[i]-t[1][i],2);return r=Math.sqrt(r),n=Math.sqrt(n),1e-6>r+n?[1,0]:[n/(r+n),r/(n+r)]}if(3===t.length){var o=[0,0];return u(t[0],t[1],t[2],e,o),l(t,o)}return[]}function a(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],o=e[n],a=0;3>a;++a)r[a]+=o*i[a];return r}function s(t,e,r,n,s,l){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),c=0;c<t.length;++c)u[c]=i(t[c],r,n,s,l);for(var h=0,f=1/0,c=0;c<u.length;++c){for(var d=0,p=0;2>p;++p)d+=Math.pow(u[c][p]-e[p],2);f>d&&(f=d,h=c)}for(var v=o(u,e),m=0,c=0;3>c;++c){if(v[c]<-.001||v[c]>1.0001)return null;m+=v[c]}return Math.abs(m-1)>.001?null:[h,a(t,v),v]}var l=t(\"barycentric\"),u=t(\"polytope-closest-point/lib/closest_point_2d.js\");e.exports=s},{barycentric:157,\"polytope-closest-point/lib/closest_point_2d.js\":159}],155:[function(t,e,r){var n=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection;\\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\\nvoid main() {\\n  vec4 m_position  = model * vec4(position, 1.0);\\n  vec4 t_position  = view * m_position;\\n  gl_Position      = projection * t_position;\\n  f_color          = color;\\n  f_normal         = normal;\\n  f_data           = position;\\n  f_eyeDirection   = eyePosition   - position;\\n  f_lightDirection = lightPosition - position;\\n  f_uv             = uv;\\n}\",i=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution_2_0(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\\n\\n\\nfloat cookTorranceSpecular_1_1(\\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_2_0(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\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular\\n            , opacity;\\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(any(lessThan(f_data, clipBounds[0])) || \\n     any(greaterThan(f_data, clipBounds[1]))) {\\n    discard;\\n  }\\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 = cookTorranceSpecular_1_1(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}\",o=\"precision mediump 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}\",a=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(f_data, clipBounds[0])) || \\n     any(greaterThan(f_data, clipBounds[1]))) {\\n    discard;\\n  }\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\",s=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(position, clipBounds[0])) || \\n     any(greaterThan(position, clipBounds[1]))) {\\n    gl_Position = vec4(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}\",l=\"precision mediump 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=\"precision mediump 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}\",c=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if(any(lessThan(f_position, clipBounds[0])) || \\n     any(greaterThan(f_position, clipBounds[1]))) {\\n    discard;\\n  }\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\",h=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(position, clipBounds[0])) || \\n     any(greaterThan(position, clipBounds[1]))) {\\n    gl_Position = vec4(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}\",f=\"precision mediump 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=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor,1);\\n}\\n\";r.meshShader={vertex:n,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:s,fragment:l,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:f,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{}],156:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a,s,l,u,c,h,f,d,p,v,m,g,y,b,x,_,w,M,k,A,T){this.gl=t,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=o,this.pointPickShader=a,this.contourShader=s,this.trianglePositions=l,this.triangleColors=c,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=u,this.triangleVAO=d,this.triangleCount=0,this.lineWidth=1,this.edgePositions=p,this.edgeColors=m,this.edgeUVs=g,this.edgeIds=v,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=b,this.pointColors=_,this.pointUVs=w,this.pointSizes=M,this.pointIds=x,this.pointVAO=k,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=T,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!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._model=D,this._view=D,this._projection=D,this._resolution=[1,1]}function i(t){for(var e=k({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;256>n;++n){for(var i=e[n],o=0;3>o;++o)r[4*n+o]=i[o];r[4*n+3]=255*i[3]}return M(r,[256,256,4],[4,0,1])}function o(t,e,r){for(var n=new Array(e),i=0;e>i;++i)n[i]=0;for(var o=t.length,i=0;o>i;++i)for(var a=t[i],s=0;s<a.length;++s)n[a[s]]=r[i];return n}function a(t){for(var e=t.length,r=new Array(e),n=0;e>n;++n)r[n]=t[n][2];return r}function s(t){var e=m(t,L);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function l(t){var e=m(t,z);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function u(t){var e=m(t,I);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=m(t,P);return e.attributes.position.location=0,e.attributes.id.location=1,e}function h(t){var e=m(t,C);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function f(t){var e=m(t,R);return e.attributes.position.location=0,e}function d(t){var e=t.gl,r=s(e),i=l(e),o=u(e),a=c(e),d=h(e),p=f(e),v=b(e,M(new Uint8Array([255,255,255,255]),[1,1,4]));v.generateMipmap(),v.minFilter=e.LINEAR_MIPMAP_LINEAR,v.magFilter=e.LINEAR;var m=g(e),x=g(e),_=g(e),w=g(e),k=g(e),A=y(e,[{buffer:m,type:e.FLOAT,size:3},{buffer:k,type:e.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:x,type:e.FLOAT,size:4},{buffer:_,type:e.FLOAT,size:2},{buffer:w,type:e.FLOAT,size:3}]),T=g(e),E=g(e),S=g(e),L=g(e),z=y(e,[{buffer:T,type:e.FLOAT,size:3},{buffer:L,type:e.UNSIGNED_BYTE,\n",
       "size:4,normalized:!0},{buffer:E,type:e.FLOAT,size:4},{buffer:S,type:e.FLOAT,size:2}]),I=g(e),P=g(e),C=g(e),R=g(e),D=g(e),O=y(e,[{buffer:I,type:e.FLOAT,size:3},{buffer:D,type:e.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:P,type:e.FLOAT,size:4},{buffer:C,type:e.FLOAT,size:2},{buffer:R,type:e.FLOAT,size:1}]),F=g(e),j=y(e,[{buffer:F,type:e.FLOAT,size:3}]),N=new n(e,v,r,i,o,a,d,p,m,k,x,_,w,A,T,L,E,S,z,I,D,P,C,R,O,F,j);return N.update(t),N}var p=1e-6,v=1e-6,m=t(\"gl-shader\"),g=t(\"gl-buffer\"),y=t(\"gl-vao\"),b=t(\"gl-texture2d\"),x=t(\"normals\"),_=t(\"gl-mat4/multiply\"),w=t(\"gl-mat4/invert\"),M=t(\"ndarray\"),k=t(\"colormap\"),A=t(\"simplicial-complex-contour\"),T=t(\"typedarray-pool\"),E=t(\"./lib/shaders\"),S=t(\"./lib/closest-point\"),L=E.meshShader,z=E.wireShader,I=E.pointShader,P=E.pickShader,C=E.pointPickShader,R=E.contourShader,D=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],O=n.prototype;O.isOpaque=function(){return this.opacity>=1},O.isTransparent=function(){return this.opacity<1},O.pickSlots=1,O.setPickBase=function(t){this.pickId=t},O.highlight=function(t){if(!t||!this.contourEnable)return void(this.contourCount=0);for(var e=A(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,o=r.length,a=T.mallocFloat32(6*o),s=0,l=0;o>l;++l)for(var u=r[l],c=0;2>c;++c){var h=u[0];2===u.length&&(h=u[c]);for(var f=n[h][0],d=n[h][1],p=i[h],v=1-p,m=this.positions[f],g=this.positions[d],y=0;3>y;++y)a[s++]=p*m[y]+v*g[y]}this.contourCount=s/3|0,this.contourPositions.update(a.subarray(0,s)),T.free(a)},O.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),\"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),t.texture?(this.texture.dispose(),this.texture=b(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(i(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var s=[],l=[],u=[],c=[],h=[],f=[],d=[],m=[],g=[],y=[],_=[],w=[],M=[],k=[];this.cells=r,this.positions=n;var A=t.vertexNormals,T=t.cellNormals,E=void 0===t.vertexNormalsEpsilon?p:t.vertexNormalsEpsilon,S=void 0===t.faceNormalsEpsilon?v:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=x.faceNormals(r,n,S)),T||A||(A=x.vertexNormals(r,n,E));var L=t.vertexColors,z=t.cellColors,I=t.meshColor||[1,1,1,1],P=t.vertexUVs,C=t.vertexIntensity,R=t.cellUVs,D=t.cellIntensity,O=1/0,F=-(1/0);if(!P&&!R)if(C)for(var j=0;j<C.length;++j){var N=C[j];O=Math.min(O,N),F=Math.max(F,N)}else if(D)for(var j=0;j<D.length;++j){var N=D[j];O=Math.min(O,N),F=Math.max(F,N)}else for(var j=0;j<n.length;++j){var N=n[j][2];O=Math.min(O,N),F=Math.max(F,N)}C?this.intensity=C:D?this.intensity=o(r,n.length,D):this.intensity=a(n);var B=t.pointSizes,U=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-(1/0),-(1/0),-(1/0)]];for(var j=0;j<n.length;++j)for(var V=n[j],q=0;3>q;++q)!isNaN(V[q])&&isFinite(V[q])&&(this.bounds[0][q]=Math.min(this.bounds[0][q],V[q]),this.bounds[1][q]=Math.max(this.bounds[1][q],V[q]));var G=0,H=0,X=0;t:for(var j=0;j<r.length;++j){var Y=r[j];switch(Y.length){case 1:for(var W=Y[0],V=n[W],q=0;3>q;++q)if(isNaN(V[q])||!isFinite(V[q]))continue t;y.push(V[0],V[1],V[2]);var Z;Z=L?L[W]:z?z[j]:I,3===Z.length?_.push(Z[0],Z[1],Z[2],1):_.push(Z[0],Z[1],Z[2],Z[3]);var K;K=P?P[W]:C?[(C[W]-O)/(F-O),0]:R?R[j]:D?[(D[j]-O)/(F-O),0]:[(V[2]-O)/(F-O),0],w.push(K[0],K[1]),B?M.push(B[W]):M.push(U),k.push(j),X+=1;break;case 2:for(var q=0;2>q;++q)for(var W=Y[q],V=n[W],J=0;3>J;++J)if(isNaN(V[J])||!isFinite(V[J]))continue t;for(var q=0;2>q;++q){var W=Y[q],V=n[W];f.push(V[0],V[1],V[2]);var Z;Z=L?L[W]:z?z[j]:I,3===Z.length?d.push(Z[0],Z[1],Z[2],1):d.push(Z[0],Z[1],Z[2],Z[3]);var K;K=P?P[W]:C?[(C[W]-O)/(F-O),0]:R?R[j]:D?[(D[j]-O)/(F-O),0]:[(V[2]-O)/(F-O),0],m.push(K[0],K[1]),g.push(j)}H+=1;break;case 3:for(var q=0;3>q;++q)for(var W=Y[q],V=n[W],J=0;3>J;++J)if(isNaN(V[J])||!isFinite(V[J]))continue t;for(var q=0;3>q;++q){var W=Y[q],V=n[W];s.push(V[0],V[1],V[2]);var Z;Z=L?L[W]:z?z[j]:I,3===Z.length?l.push(Z[0],Z[1],Z[2],1):l.push(Z[0],Z[1],Z[2],Z[3]);var K;K=P?P[W]:C?[(C[W]-O)/(F-O),0]:R?R[j]:D?[(D[j]-O)/(F-O),0]:[(V[2]-O)/(F-O),0],c.push(K[0],K[1]);var $;$=A?A[W]:T[j],u.push($[0],$[1],$[2]),h.push(j)}G+=1}}this.pointCount=X,this.edgeCount=H,this.triangleCount=G,this.pointPositions.update(y),this.pointColors.update(_),this.pointUVs.update(w),this.pointSizes.update(M),this.pointIds.update(new Uint32Array(k)),this.edgePositions.update(f),this.edgeColors.update(d),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(s),this.triangleColors.update(l),this.triangleUVs.update(c),this.triangleNormals.update(u),this.triangleIds.update(new Uint32Array(h))}},O.drawTransparent=O.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||D,n=t.view||D,i=t.projection||D,o=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],a=0;3>a;++a)o[0][a]=Math.max(o[0][a],this.clipBounds[0][a]),o[1][a]=Math.min(o[1][a],this.clipBounds[1][a]);var s={model:r,view:n,projection:i,clipBounds:o,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,contourColor:this.contourColor,texture:0};this.texture.bind(0);var l=new Array(16);_(l,s.view,s.model),_(l,s.projection,l),w(l,l);for(var a=0;3>a;++a)s.eyePosition[a]=l[12+a]/l[15];for(var u=l[15],a=0;3>a;++a)u+=this.lightPosition[a]*l[4*a+3];for(var a=0;3>a;++a){for(var c=l[12+a],h=0;3>h;++h)c+=l[4*h+a]*this.lightPosition[h];s.lightPosition[a]=c/u}if(this.triangleCount>0){var f=this.triShader;f.bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}if(this.edgeCount>0&&this.lineWidth>0){var f=this.lineShader;f.bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()}if(this.pointCount>0){var f=this.pointShader;f.bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()}if(this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0){var f=this.contourShader;f.bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind()}},O.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||D,n=t.view||D,i=t.projection||D,o=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],a=0;3>a;++a)o[0][a]=Math.max(o[0][a],this.clipBounds[0][a]),o[1][a]=Math.min(o[1][a],this.clipBounds[1][a]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:o,pickId:this.pickId/255},l=this.pickShader;if(l.bind(),l.uniforms=s,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),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0){var l=this.pointPickShader;l.bind(),l.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()}},O.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,i=new Array(r.length),o=0;o<r.length;++o)i[o]=n[r[o]];var a=S(i,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!a)return null;for(var s=a[2],l=0,o=0;o<r.length;++o)l+=s[o]*this.intensity[r[o]];return{position:a[1],index:r[a[0]],cell:r,cellId:e,intensity:l,dataCoordinate:this.positions[r[a[0]]]}},O.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=d},{\"./lib/closest-point\":154,\"./lib/shaders\":155,colormap:106,\"gl-buffer\":124,\"gl-mat4/invert\":143,\"gl-mat4/multiply\":145,\"gl-shader\":203,\"gl-texture2d\":228,\"gl-vao\":232,ndarray:433,normals:158,\"simplicial-complex-contour\":160,\"typedarray-pool\":458}],157:[function(t,e,r){\"use 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       "textFrag:n,gridVert:\"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:n,boxVert:\"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:\"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\"}},{}],169:[function(t,e,r){\"use strict\";function n(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}function i(t){var e=t.gl,r=o(e),i=a(e,u.textVert,u.textFrag),s=new n(t,r,i);return s}e.exports=i;var o=t(\"gl-buffer\"),a=t(\"gl-shader\"),s=t(\"text-cache\"),l=t(\"binary-search-bounds\"),u=t(\"./shaders\"),c=n.prototype;c.drawTicks=function(){var t=[0,0],e=[0,0],r=[0,0];return function(n){var i=this.plot,o=this.shader,a=this.tickX[n],s=this.tickOffset[n],u=i.gl,c=i.viewBox,h=i.dataBox,f=i.screenBox,d=i.pixelRatio,p=i.tickEnable,v=i.tickPad,m=i.tickColor,g=i.tickAngle,y=(i.tickMarkLength,i.labelEnable),b=i.labelPad,x=i.labelColor,_=i.labelAngle,w=this.labelOffset[n],M=this.labelCount[n],k=l.lt(a,h[n]),A=l.le(a,h[n+2]);t[0]=t[1]=0,t[n]=1,e[n]=(c[2+n]+c[n])/(f[2+n]-f[n])-1;var T=2/f[2+(1^n)]-f[1^n];e[1^n]=T*c[1^n]-1,p[n]&&(e[1^n]-=T*d*v[n],A>k&&s[A]>s[k]&&(o.uniforms.dataAxis=t,o.uniforms.screenOffset=e,o.uniforms.color=m[n],o.uniforms.angle=g[n],u.drawArrays(u.TRIANGLES,s[k],s[A]-s[k]))),y[n]&&M&&(e[1^n]-=T*d*b[n],o.uniforms.dataAxis=r,o.uniforms.screenOffset=e,o.uniforms.color=x[n],o.uniforms.angle=_[n],u.drawArrays(u.TRIANGLES,w,M)),e[1^n]=T*c[2+(1^n)]-1,p[n+2]&&(e[1^n]+=T*d*v[n+2],A>k&&s[A]>s[k]&&(o.uniforms.dataAxis=t,o.uniforms.screenOffset=e,o.uniforms.color=m[n+2],o.uniforms.angle=g[n+2],u.drawArrays(u.TRIANGLES,s[k],s[A]-s[k]))),y[n+2]&&M&&(e[1^n]+=T*d*b[n+2],o.uniforms.dataAxis=r,o.uniforms.screenOffset=e,o.uniforms.color=x[n+2],o.uniforms.angle=_[n+2],u.drawArrays(u.TRIANGLES,w,M))}}(),c.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,o=r.screenBox,a=r.titleCenter,s=r.titleAngle,l=r.titleColor,a=r.titleCenter,u=r.pixelRatio;if(this.titleCount){for(var c=0;2>c;++c)e[c]=2*(a[c]*u-o[c])/(o[2+c]-o[c])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),c.bind=function(){var t=[0,0],e=[0,0],r=[0,0];return function(){var n=this.plot,i=this.shader,o=n._tickBounds,a=n.dataBox,s=n.screenBox,l=n.viewBox;i.bind();for(var u=0;2>u;++u){var c=o[u],h=o[u+2],f=h-c,d=.5*(a[u+2]+a[u]),p=a[u+2]-a[u],v=l[u],m=l[u+2],g=m-v,y=s[u],b=s[u+2],x=b-y;e[u]=2*f/p*g/x,t[u]=2*(c-d)/p*g/x}r[1]=2*n.pixelRatio/(s[3]-s[1]),r[0]=r[1]*(s[3]-s[1])/(s[2]-s[0]),i.uniforms.dataScale=e,i.uniforms.dataShift=t,i.uniforms.textScale=r,this.vbo.bind(),i.attributes.textCoordinate.pointer()}}(),c.update=function(t){for(var e=[],r=t.ticks,n=t.bounds,i=0;2>i;++i){for(var o=[Math.floor(e.length/3)],a=[-(1/0)],l=r[i],u=0;u<l.length;++u){for(var c=l[u],h=c.x,f=c.text,d=c.font||\"sans-serif\",p=c.fontSize||12,v=s(d,f).data,m=1/(n[i+2]-n[i]),g=n[i],y=0;y<v.length;y+=2)e.push(v[y]*p,-v[y+1]*p,(h-g)*m);o.push(Math.floor(e.length/3)),a.push(h)}this.tickOffset[i]=o,this.tickX[i]=a}for(var i=0;2>i;++i){this.labelOffset[i]=Math.floor(e.length/3);for(var v=s(t.labelFont[i],t.labels[i]).data,p=t.labelSize[i],u=0;u<v.length;u+=2)e.push(v[u]*p,-v[u+1]*p,0);this.labelCount[i]=Math.floor(e.length/3)-this.labelOffset[i]}this.titleOffset=Math.floor(e.length/3);for(var v=s(t.titleFont,t.title).data,p=t.titleSize,u=0;u<v.length;u+=2)e.push(v[u]*p,-v[u+1]*p,0);this.titleCount=Math.floor(e.length/3)-this.titleOffset,this.vbo.update(e)},c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":168,\"binary-search-bounds\":170,\"gl-buffer\":124,\"gl-shader\":203,\"text-cache\":453}],170:[function(t,e,r){arguments[4][68][0].apply(r,arguments)},{dup:68}],171:[function(t,e,r){\"use strict\";function n(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.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}function i(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function o(t,e){return t.x-e.x}function a(t){var e=t.gl,r=s(e,[e.drawingBufferWidth,e.drawingBufferHeight]),i=new n(e,r);return i.grid=l(i),i.text=u(i),i.line=c(i),i.box=h(i),i.update(t),i}e.exports=a;var s=t(\"gl-select-static\"),l=t(\"./lib/grid\"),u=t(\"./lib/text\"),c=t(\"./lib/line\"),h=t(\"./lib/box\"),f=n.prototype;f.setDirty=function(){this.dirty=this.pickDirty=!0},f.setOverlayDirty=function(){this.dirty=!0},f.nextDepthValue=function(){return this._depthCounter++/65536},f.draw=function(){return function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,o=this.grid,a=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){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),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[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 c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),o.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,d=this.zeroLineWidth;if(h[0]||h[1]){a.bind();for(var p=0;2>p;++p)if(h[p]&&n[p]<=0&&n[p+2]>=0){var v=e[p]-n[p]*(e[p+2]-e[p])/(n[p+2]-n[p]);0===p?a.drawLine(v,e[1],v,e[3],d[p],f[p]):a.drawLine(e[0],v,e[2],v,d[p],f[p])}}for(var p=0;p<l.length;++p)l[p].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(),a.bind();var m=this.borderLineEnable,g=this.borderLineWidth,y=this.borderLineColor;m[1]&&a.drawLine(r[0],r[1]-.5*g[1]*i,r[0],r[3]+.5*g[3]*i,g[1],y[1]),m[0]&&a.drawLine(r[0]-.5*g[0]*i,r[1],r[2]+.5*g[2]*i,r[1],g[0],y[0]),m[3]&&a.drawLine(r[2],r[1]-.5*g[1]*i,r[2],r[3]+.5*g[3]*i,g[3],y[3]),m[2]&&a.drawLine(r[0]-.5*g[0]*i,r[3],r[2]+.5*g[2]*i,r[3],g[2],y[2]),s.bind();for(var p=0;2>p;++p)s.drawTicks(p);this.titleEnable&&s.drawTitle();for(var b=this.overlays,p=0;p<b.length;++p)b[p].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}}}(),f.drawPick=function(){return function(){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()}}(),f.pick=function(){return function(t,e){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,o=0|Math.round((t-i[0]/r)*n),a=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(o,a,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var h=u[c].pick(o,a,l);if(h)return h}return null}}(),f.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()},f.setDataBox=function(t){var e=this.dataBox,r=e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3];r&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},f.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()},f.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=(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=i(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=i(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=i(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=i(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=i(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=i(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var s=t.ticks||[[],[]],l=this._tickBounds;l[0]=l[1]=1/0,l[2]=l[3]=-(1/0);for(var u=0;2>u;++u){var c=s[u].slice(0);0!==c.length&&(c.sort(o),l[u]=Math.min(l[u],c[0].x),l[u+2]=Math.max(l[u+2],c[c.length-1].x))}this.grid.update({bounds:l,ticks:s}),this.text.update({bounds:l,ticks:s,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.setDirty()},f.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(var t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},f.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},f.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}},f.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},f.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\":165,\"./lib/grid\":166,\"./lib/line\":167,\"./lib/text\":169,\"gl-select-static\":202}],172:[function(t,e,r){var n=t(\"gl-shader\"),i=\"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=\"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 n(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":203}],173:[function(t,e,r){\"use strict\";function n(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 n=o({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),l=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],u=0,c=t.clientWidth,h=t.clientHeight,f={view:n,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:n.modes,tick:function(){var e=i(),r=this.delay;n.idle(e-r),n.flush(e-(100+2*r));var o=e-2*r;n.recalcMatrix(o);for(var a=!0,s=n.computedMatrix,f=0;16>f;++f)a=a&&l[f]===s[f],l[f]=s[f];var d=t.clientWidth===c&&t.clientHeight===h;return 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screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\",o=\"precision mediump float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\";r.line=function(t){return n(t,i,o,null,[{name:\"position\",type:\"vec3\"}])};var a=\"#define GLSLIFY 1\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvoid main() {  \\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n  mat2 planeXform = scale * mat2(cos(angle), sin(angle),\\n                                -sin(angle), cos(angle));\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n  vec4 worldPosition = model * vec4(dataPosition, 1);\\n  \\n  //Compute clip position\\n  vec4 viewPosition = view * worldPosition;\\n  vec4 clipPosition = projection * viewPosition;\\n  clipPosition /= clipPosition.w;\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec4(viewOffset, 0, 0);\\n\\n  //Done\\n  gl_Position = clipPosition;\\n}\",s=\"precision mediump float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\";r.text=function(t){return n(t,a,s,null,[{name:\"position\",type:\"vec3\"}])};var l=\"#define GLSLIFY 1\\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  if(dot(normal, enable) > 0.0) {\\n    vec3 nPosition = mix(bounds[0], bounds[1], 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  colorChannel = abs(normal);\\n}\",u=\"precision mediump float;\\n#define 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v=[0,0,0];d.drawTicks=function(t,e,r,n,i){if(this.tickCount[t]){var o=v;o[0]=o[1]=o[2]=0,o[t]=1,this.shader.uniforms.axis=o,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}};var m=[0,0,0];d.drawLabel=function(t,e,r,n,i){this.labelCount[t]&&(this.shader.uniforms.axis=m,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},d.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":180,_process:60,\"gl-buffer\":124,\"gl-vao\":232,\"vectorize-text\":460}],182:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var o=Math.pow(10,i),a=Math.round(t*e*o),s=a+\"\";if(s.indexOf(\"e\")>=0)return s;var l=a/o,u=a%o;0>a?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u=0|u);var c=\"\"+l;if(0>a&&(c=\"-\"+c),i){for(var h=\"\"+u;h.length<i;)h=\"0\"+h;return c+\".\"+h}return c}function i(t,e){for(var r=[],i=0;3>i;++i){for(var o=[],a=(.5*(t[0][i]+t[1][i]),0);a*e[i]<=t[1][i];++a)o.push({x:a*e[i],text:n(e[i],a)});for(var a=-1;a*e[i]>=t[0][i];--a)o.push({x:a*e[i],text:n(e[i],a)});r.push(o)}return r}function o(t,e){for(var r=0;3>r;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],o=e[r][n];if(i.x!==o.x||i.text!==o.text)return!1}}return!0}r.create=i,r.equal=o},{}],183:[function(t,e,r){\"use strict\";function n(t,e,r){var n=e||0,i=r||1;return[[t[12]+t[0],t[13]+t[1],t[14]+t[2],t[15]+t[3]],[t[12]-t[0],t[13]-t[1],t[14]-t[2],t[15]-t[3]],[t[12]+t[4],t[13]+t[5],t[14]+t[6],t[15]+t[7]],[t[12]-t[4],t[13]-t[5],t[14]-t[6],t[15]-t[7]],[n*t[12]+t[8],n*t[13]+t[9],n*t[14]+t[10],n*t[15]+t[11]],[i*t[12]-t[8],i*t[13]-t[9],i*t[14]-t[10],i*t[15]-t[11]]]}e.exports=n},{}],184:[function(t,e,r){\"use strict\";function n(t,e){var r=u(l(t,e),[e[e.length-1]]);return r[r.length-1]}function i(t,e,r,n){var i=n-e,o=-e/i;0>o?o=0:o>1&&(o=1);for(var a=1-o,s=t.length,l=new Array(s),u=0;s>u;++u)l[u]=o*t[u]+a*r[u];return l}function o(t,e){for(var r=[],o=[],a=n(t[t.length-1],e),s=t[t.length-1],l=t[0],u=0;u<t.length;++u,s=l){l=t[u];var c=n(l,e);if(0>a&&c>0||a>0&&0>c){var h=i(s,c,l,a);r.push(h),o.push(h.slice())}0>c?o.push(l.slice()):c>0?r.push(l.slice()):(r.push(l.slice()),o.push(l.slice())),a=c}return{positive:r,negative:o}}function a(t,e){for(var r=[],o=n(t[t.length-1],e),a=t[t.length-1],s=t[0],l=0;l<t.length;++l,a=s){s=t[l];var u=n(s,e);(0>o&&u>0||o>0&&0>u)&&r.push(i(a,u,s,o)),u>=0&&r.push(s.slice()),o=u}return r}function s(t,e){for(var r=[],o=n(t[t.length-1],e),a=t[t.length-1],s=t[0],l=0;l<t.length;++l,a=s){s=t[l];var u=n(s,e);(0>o&&u>0||o>0&&0>u)&&r.push(i(a,u,s,o)),0>=u&&r.push(s.slice()),o=u}return r}var l=t(\"robust-dot-product\"),u=t(\"robust-sum\");e.exports=o,e.exports.positive=a,e.exports.negative=s},{\"robust-dot-product\":185,\"robust-sum\":442}],185:[function(t,e,r){\"use strict\";function n(t,e){for(var r=i(t[0],e[0]),n=1;n<t.length;++n)r=o(r,i(t[n],e[n]));return r}var i=t(\"two-product\"),o=t(\"robust-sum\");e.exports=n},{\"robust-sum\":442,\"two-product\":456}],186:[function(t,e,r){\"use strict\";function n(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}function i(t,e,r,n,i){for(var o=0;3>o;++o){for(var a=p,s=v,l=0;3>l;++l)s[l]=a[l]=r[l];s[3]=a[3]=1,s[o]+=1,h(s,s,e),s[3]<0&&(t[o]=1/0),a[o]-=1,h(a,a,e),a[3]<0&&(t[o]=1/0);var u=(a[0]/a[3]-s[0]/s[3])*n,c=(a[1]/a[3]-s[1]/s[3])*i;t[o]=.25*Math.sqrt(u*u+c*c)}return t}function o(t,e,r,n,o){var h=e.model||f,p=e.view||f,v=e.projection||f,y=t.bounds,o=o||l(h,p,v,y),b=o.axis;o.edges;u(d,p,h),u(d,v,d);for(var x=m,_=0;3>_;++_)x[_].lo=1/0,x[_].hi=-(1/0),x[_].pixelsPerDataUnit=1/0;var w=a(c(d,d));c(d,d);for(var M=0;3>M;++M){var k=(M+1)%3,A=(M+2)%3,T=g;t:for(var _=0;2>_;++_){var E=[];if(b[M]<0!=!!_){T[M]=y[_][M];for(var S=0;2>S;++S){T[k]=y[S^_][k];for(var L=0;2>L;++L)T[A]=y[L^S^_][A],E.push(T.slice())}for(var S=0;S<w.length;++S){if(0===E.length)continue t;E=s.positive(E,w[S])}for(var S=0;S<E.length;++S)for(var A=E[S],z=i(g,d,A,r,n),L=0;3>L;++L)x[L].lo=Math.min(x[L].lo,A[L]),x[L].hi=Math.max(x[L].hi,A[L]),L!==M&&(x[L].pixelsPerDataUnit=Math.min(x[L].pixelsPerDataUnit,Math.abs(z[L])))}}}return x}e.exports=o;var a=t(\"extract-frustum-planes\"),s=t(\"split-polygon\"),l=t(\"./lib/cube.js\"),u=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/transpose\"),h=t(\"gl-vec4/transformMat4\"),f=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),d=new Float32Array(16),p=[0,0,0,1],v=[0,0,0,1],m=[new n(1/0,-(1/0),1/0),new n(1/0,-(1/0),1/0),new n(1/0,-(1/0),1/0)],g=[0,0,0]},{\"./lib/cube.js\":178,\"extract-frustum-planes\":183,\"gl-mat4/multiply\":145,\"gl-mat4/transpose\":153,\"gl-vec4/transformMat4\":233,\"split-polygon\":184}],187:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=\"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=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\";e.exports=function(t){return n(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":203}],188:[function(t,e,r){\"use strict\";function n(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}function i(t,e){function r(t,e,r,n,o,a){var s=[t,e,r,0,0,0,1];s[n+3]=1,s[n]=o,i.push.apply(i,s),s[6]=-1,i.push.apply(i,s),s[n]=a,i.push.apply(i,s),i.push.apply(i,s),s[6]=1,i.push.apply(i,s),s[n]=o,i.push.apply(i,s)}var i=[];r(0,0,0,0,0,1),r(0,0,0,1,0,1),r(0,0,0,2,0,1),r(1,0,0,1,-1,1),r(1,0,0,2,-1,1),r(0,1,0,0,-1,1),r(0,1,0,2,-1,1),r(0,0,1,0,-1,1),r(0,0,1,1,-1,1);var l=o(t,i),u=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}]),c=s(t);c.attributes.position.location=0,c.attributes.color.location=1,c.attributes.weight.location=2;var h=new n(t,l,u,c);return h.update(e),h}var 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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))},u.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":187,\"gl-buffer\":124,\"gl-vao\":232}],189:[function(t,e,r){\"use strict\";function n(){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 i(t,e){var r=null;try{r=t.getContext(\"webgl\",e),r||(r=t.getContext(\"experimental-webgl\",e))}catch(n){return null}return r}function o(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(0>e){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){var r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function a(t){return\"boolean\"==typeof t?t:!0}function s(t){function e(){if(!_&&G.autoResize){var t=w.parentNode,e=1,r=1;t&&t!==document.body?(e=t.clientWidth,r=t.clientHeight):(e=window.innerWidth,r=window.innerHeight);var n=0|Math.ceil(e*G.pixelRatio),i=0|Math.ceil(r*G.pixelRatio);if(n!==w.width||i!==w.height){w.width=n,w.height=i;var o=w.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=e+\"px\",o.height=r+\"px\",j=!0}}}function r(){for(var t=R.length,e=F.length,r=0;e>r;++r)O[r]=0;t:for(var r=0;t>r;++r){var n=R[r],i=n.pickSlots;if(i){for(var o=0;e>o;++o)if(O[o]+i<255){D[r]=o,n.setPickBase(O[o]+1),O[o]+=i;continue t}var a=f(k,q);D[r]=e,F.push(a),O.push(i),n.setPickBase(1),e+=1}else D[r]=-1}for(;e>0&&0===O[e-1];)O.pop(),F.pop().dispose()}function s(){return G.contextLost?!0:void(k.isContextLost()&&(G.contextLost=!0,G.mouseListener.enabled=!1,G.selection.object=null,G.oncontextloss&&G.oncontextloss()))}function y(){if(!s()){k.colorMask(!0,!0,!0,!0),k.depthMask(!0),k.disable(k.BLEND),k.enable(k.DEPTH_TEST);for(var 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A=G.clearColor;k.clearColor(A[0],A[1],A[2],A[3]),k.clear(k.COLOR_BUFFER_BIT|k.DEPTH_BUFFER_BIT),k.depthMask(!0),k.colorMask(!0,!0,!0,!0),k.enable(k.DEPTH_TEST),k.depthFunc(k.LEQUAL),k.disable(k.BLEND),k.disable(k.CULL_FACE);var L=!1;I.enable&&(L=L||I.isTransparent(),I.draw(V)),C.axes=I,T.object&&C.draw(V),k.disable(k.CULL_FACE);for(var a=0;r>a;++a){var l=R[a];l.axes=I,l.pixelRatio=G.pixelRatio,l.isOpaque&&l.isOpaque()&&l.draw(V),l.isTransparent&&l.isTransparent()&&(L=!0)}if(L){E.shape=q,E.bind(),k.clear(k.DEPTH_BUFFER_BIT),k.colorMask(!1,!1,!1,!1),k.depthMask(!0),k.depthFunc(k.LESS),I.enable&&I.isTransparent()&&I.drawTransparent(V);for(var a=0;r>a;++a){var l=R[a];l.isOpaque&&l.isOpaque()&&l.draw(V)}k.enable(k.BLEND),k.blendEquation(k.FUNC_ADD),k.blendFunc(k.ONE,k.ONE_MINUS_SRC_ALPHA),k.colorMask(!0,!0,!0,!0),k.depthMask(!1),k.clearColor(0,0,0,0),k.clear(k.COLOR_BUFFER_BIT),I.isTransparent()&&I.drawTransparent(V);for(var a=0;r>a;++a){var 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P=t.spikes||{},C=h(k,P),R=[],D=[],O=[],F=[],j=!0,N=!0,B=new Array(16),U=new 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e=R.indexOf(t);0>e||(R.splice(e,1),D.pop(),j=!0,N=!0,r())}},G.dispose=function(){if(!_&&(_=!0,window.removeEventListener(\"resize\",e),w.removeEventListener(\"webglcontextlost\",s),G.mouseListener.enabled=!1,!G.contextLost)){I.dispose(),C.dispose();for(var t=0;t<R.length;++t)R[t].dispose();E.dispose();for(var t=0;t<F.length;++t)F[t].dispose();S.dispose(),k=null,I=null,C=null,R=[]}};var X=!1,Y=0;G.mouseListener=v(w,function(t,e,r){if(!_){var n=F.length,i=R.length,o=T.object;T.distance=1/0,T.mouse[0]=e,T.mouse[1]=r,T.object=null,T.screen=null,T.dataCoordinate=T.dataPosition=null;var a=!1;if(t&&Y)X=!0;else{X&&(N=!0),X=!1;for(var s=0;n>s;++s){var l=F[s].query(e,H[1]-r-1,G.pickRadius);if(l){if(l.distance>T.distance)continue;for(var u=0;i>u;++u){var c=R[u];if(D[u]===s){var h=c.pick(l);h&&(T.buttons=t,T.screen=l.coord,T.distance=l.distance,T.object=c,T.index=h.distance,T.dataPosition=h.position,T.dataCoordinate=h.dataCoordinate,T.data=h,a=!0)}}}}}o&&o!==T.object&&(o.highlight&&o.highlight(null),j=!0),T.object&&(T.object.highlight&&T.object.highlight(T.data),j=!0),a=a||T.object!==o,a&&G.onselect&&G.onselect(T),1&t&&!(1&Y)&&G.onclick&&G.onclick(T),Y=t}}),w.addEventListener(\"webglcontextlost\",s);var W=[[1/0,1/0,1/0],[-(1/0),-(1/0),-(1/0)]],Z=[W[0].slice(),W[1].slice()];return x(),G.redraw=function(){_||(j=!0,b())},G}e.exports=s;var l=t(\"3d-view-controls\"),u=t(\"gl-axes3d\"),c=t(\"gl-axes3d/properties\"),h=t(\"gl-spikes3d\"),f=t(\"gl-select-static\"),d=t(\"gl-fbo\"),p=t(\"a-big-triangle\"),v=t(\"mouse-change\"),m=t(\"gl-mat4/perspective\"),g=t(\"./lib/shader\")},{\"./lib/shader\":172,\"3d-view-controls\":173,\"a-big-triangle\":175,\"gl-axes3d\":176,\"gl-axes3d/properties\":186,\"gl-fbo\":129,\"gl-mat4/perspective\":146,\"gl-select-static\":202,\"gl-spikes3d\":188,\"mouse-change\":421}],190:[function(t,e,r){\"use strict\";e.exports={vertex:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec2 offset;\\nattribute vec4 color;\\n\\nuniform mat3 viewTransform;\\nuniform vec2 pixelScale;\\n\\nvarying vec4 fragColor;\\n\\nvec4 computePosition_1_0(vec2 position, vec2 offset, mat3 view, vec2 scale) {\\n  vec3 xposition = view * vec3(position, 1.0);\\n  return vec4(\\n    xposition.xy + scale * offset * xposition.z,\\n    0,\\n    xposition.z);\\n}\\n\\n\\n\\n\\nvoid main() {\\n  fragColor = color;\\n\\n  gl_Position = computePosition_1_0(\\n    position,\\n    offset,\\n    viewTransform,\\n    pixelScale);\\n}\\n\",fragment:\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\",pickVertex:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec2 offset;\\nattribute vec4 id;\\n\\nuniform mat3 viewTransform;\\nuniform vec2 pixelScale;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragColor;\\n\\nvec4 computePosition_1_0(vec2 position, vec2 offset, mat3 view, vec2 scale) {\\n  vec3 xposition = view * vec3(position, 1.0);\\n  return vec4(\\n    xposition.xy + scale * offset * xposition.z,\\n    0,\\n    xposition.z);\\n}\\n\\n\\n\\n\\nvoid main() {\\n  vec4 fragId = id + pickOffset;\\n\\n  fragId.y += floor(fragId.x / 256.0);\\n  fragId.x -= floor(fragId.x / 256.0) * 256.0;\\n\\n  fragId.z += floor(fragId.y / 256.0);\\n  fragId.y -= floor(fragId.y / 256.0) * 256.0;\\n\\n  fragId.w += floor(fragId.z / 256.0);\\n  fragId.z -= floor(fragId.z / 256.0) * 256.0;\\n\\n  fragColor = fragId / 255.0;\\n\\n  gl_Position = computePosition_1_0(\\n    position,\\n    offset,\\n    viewTransform,\\n    pixelScale);\\n}\\n\",pickFragment:\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\\n\"}},{}],191:[function(t,e,r){\"use strict\";function n(t){if(t in f)return f[t];var e=c(t,{polygons:!0,font:\"sans-serif\",textAlign:\"left\",textBaseline:\"alphabetic\"}),r=[],n=[];e.forEach(function(t){t.forEach(function(t){for(var e=0;e<t.length;++e){var i=t[(e+t.length-1)%t.length],o=t[e],a=t[(e+1)%t.length],s=t[(e+2)%t.length],l=o[0]-i[0],u=o[1]-i[1],c=Math.sqrt(l*l+u*u);l/=c,u/=c,r.push(i[0],i[1]+1.4),n.push(u,-l),r.push(i[0],i[1]+1.4),n.push(-u,l),r.push(o[0],o[1]+1.4),n.push(-u,l),r.push(o[0],o[1]+1.4),n.push(-u,l),r.push(i[0],i[1]+1.4),n.push(u,-l),r.push(o[0],o[1]+1.4),n.push(u,-l);var h=s[0]-a[0],f=s[1]-a[1],d=Math.sqrt(h*h+f*f);h/=d,f/=d,r.push(o[0],o[1]+1.4),n.push(u,-l),r.push(o[0],o[1]+1.4),n.push(-u,l),r.push(a[0],a[1]+1.4),n.push(-f,h),r.push(a[0],a[1]+1.4),n.push(-f,h),r.push(o[0],o[1]+1.4),n.push(f,-h),r.push(a[0],a[1]+1.4),n.push(f,-h)}})});for(var i=[1/0,1/0,-(1/0),-(1/0)],o=0;o<r.length;o+=2)for(var a=0;2>a;++a)i[a]=Math.min(i[a],r[o+a]),i[2+a]=Math.max(i[2+a],r[o+a]);return f[t]={coords:r,normals:n,bounds:i}}function i(t,e,r,n,i,o,a){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.offsetBuffer=i,this.colorBuffer=o,this.idBuffer=a,this.bounds=[1/0,1/0,-(1/0),-(1/0)],this.numPoints=0,this.numVertices=0,this.pickOffset=0,this.points=null}function o(t,e){var r=t.gl,n=a(r,h.vertex,h.fragment),o=a(r,h.pickVertex,h.pickFragment),l=s(r),u=s(r),c=s(r),f=s(r),d=new i(t,n,o,l,u,c,f);return d.update(e),t.addObject(d),d}e.exports=o;var a=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"text-cache\"),u=t(\"typedarray-pool\"),c=t(\"vectorize-text\"),h=t(\"./lib/shaders\"),f={},d=i.prototype;!function(){function t(){var t=this.plot,n=this.bounds,i=t.viewBox,o=t.dataBox,a=t.pixelRatio,s=n[2]-n[0],l=n[3]-n[1],u=o[2]-o[0],c=o[3]-o[1];e[0]=2*s/u,e[4]=2*l/c,e[6]=2*(n[0]-o[0])/u-1,e[7]=2*(n[1]-o[1])/c-1;var h=i[2]-i[0],f=i[3]-i[1];r[0]=2*a/h,r[1]=2*a/f}var e=[1,0,0,0,1,0,0,0,1],r=[1,1];d.draw=function(){var n=this.plot,i=this.shader,o=this.numVertices;if(o){var a=n.gl;t.call(this),i.bind(),i.uniforms.pixelScale=r,i.uniforms.viewTransform=e,this.positionBuffer.bind(),i.attributes.position.pointer(),this.offsetBuffer.bind(),i.attributes.offset.pointer(),this.colorBuffer.bind(),i.attributes.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,o)}};var n=[0,0,0,0];d.drawPick=function(i){var o=this.plot,a=this.pickShader,s=this.numVertices,l=o.gl;if(this.pickOffset=i,!s)return i;for(var u=0;4>u;++u)n[u]=i>>8*u&255;return t.call(this),a.bind(),a.uniforms.pixelScale=r,a.uniforms.viewTransform=e,a.uniforms.pickOffset=n,this.positionBuffer.bind(),a.attributes.position.pointer(),this.offsetBuffer.bind(),a.attributes.offset.pointer(),this.idBuffer.bind(),a.attributes.id.pointer(l.UNSIGNED_BYTE,!1),l.drawArrays(l.TRIANGLES,0,s),i+this.numPoints}}(),d.pick=function(t,e,r){var n=this.pickOffset,i=this.numPoints;if(n>r||r>=n+i)return null;var o=r-n,a=this.points;return{object:this,pointId:o,dataCoord:[a[2*o],a[2*o+1]]}},d.update=function(t){t=t||{};var e=t.positions||[],r=t.colors||[],i=t.glyphs||[],o=t.sizes||[],a=t.borderWidths||[],s=t.borderColors||[];this.points=e;for(var c=this.bounds=[1/0,1/0,-(1/0),-(1/0)],h=0,f=0;f<i.length;++f){h+=l(\"sans-serif\",i[f]).data.length+n(i[f]).coords.length>>1;for(var d=0;2>d;++d)c[d]=Math.min(c[d],e[2*f+d]),c[2+d]=Math.max(c[2+d],e[2*f+d])}c[0]===c[2]&&(c[2]+=1),c[3]===c[1]&&(c[3]+=1);for(var p=1/(c[2]-c[0]),v=1/(c[3]-c[1]),m=c[0],g=c[1],y=u.mallocFloat32(2*h),b=u.mallocFloat32(2*h),x=u.mallocUint8(4*h),_=u.mallocUint32(h),w=0,f=0;f<i.length;++f){for(var M=l(\"sans-serif\",i[f]),k=n(i[f]),A=p*(e[2*f]-m),T=v*(e[2*f+1]-g),E=o[f],S=255*r[4*f],L=255*r[4*f+1],z=255*r[4*f+2],I=255*r[4*f+3],P=.5*(k.bounds[0]+k.bounds[2]),C=.5*(k.bounds[1]+k.bounds[3]),d=0;d<M.data.length;d+=2)y[2*w]=A,y[2*w+1]=T,b[2*w]=-E*(M.data[d]-P),b[2*w+1]=-E*(M.data[d+1]-C),x[4*w]=S,x[4*w+1]=L,x[4*w+2]=z,x[4*w+3]=I,_[w]=f,w+=1;var R=a[f];S=255*s[4*f],L=255*s[4*f+1],z=255*s[4*f+2],I=255*s[4*f+3];for(var d=0;d<k.coords.length;d+=2)y[2*w]=A,y[2*w+1]=T,b[2*w]=-(E*(k.coords[d]-P)+R*k.normals[d]),b[2*w+1]=-(E*(k.coords[d+1]-C)+R*k.normals[d+1]),x[4*w]=S,x[4*w+1]=L,x[4*w+2]=z,x[4*w+3]=I,_[w]=f,w+=1}this.numPoints=i.length,this.numVertices=h,this.positionBuffer.update(y),this.offsetBuffer.update(b),this.colorBuffer.update(x),this.idBuffer.update(_),u.free(y),u.free(b),u.free(x),u.free(_)},d.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.offsetBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":190,\"gl-buffer\":124,\"gl-shader\":203,\"text-cache\":453,\"typedarray-pool\":458,\"vectorize-text\":460}],192:[function(t,e,r){r.pointVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute float weight;\\n\\nuniform mat3 matrix;\\nuniform float pointSize, useWeight;\\n\\nvarying float fragWeight;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n  fragWeight = mix(1.0, weight, useWeight);\\n}\\n\",r.pointFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\n\\nvarying float fragWeight;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float radius = length(2.0*gl_PointCoord.xy-1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  vec4 baseColor = mix(borderColor, color, smoothStep(radius, centerFraction));\\n  float alpha = 1.0 - pow(1.0 - baseColor.a, fragWeight);\\n  gl_FragColor = vec4(baseColor.rgb * alpha, alpha);\\n}\\n\",r.pickVertex=\"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=\"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\"},{}],193:[function(t,e,r){arguments[4][68][0].apply(r,arguments)},{dup:68}],194:[function(t,e,r){\"use strict\";function n(t,e,r,n,o){4*f>=o?i(0,o-1,t,e,r,n):h(0,o-1,t,e,r,n)}function i(t,e,r,n,i,o){for(var a=t+1;e>=a;++a){for(var s=r[a],l=n[2*a],u=n[2*a+1],c=i[a],h=o[a],f=a;f>t;){var d=r[f-1],p=n[2*(f-1)];if((d-s||l-p)>=0)break;r[f]=d,n[2*f]=p,n[2*f+1]=n[2*f-1],i[f]=i[f-1],o[f]=o[f-1],f-=1}r[f]=s,n[2*f]=l,n[2*f+1]=u,i[f]=c,o[f]=h}}function o(t,e,r,n,i,o){var a=r[t],s=n[2*t],l=n[2*t+1],u=i[t],c=o[t];r[t]=r[e],n[2*t]=n[2*e],n[2*t+1]=n[2*e+1],i[t]=i[e],o[t]=o[e],r[e]=a,n[2*e]=s,n[2*e+1]=l,i[e]=u,o[e]=c}function a(t,e,r,n,i,o){r[t]=r[e],n[2*t]=n[2*e],n[2*t+1]=n[2*e+1],i[t]=i[e],o[t]=o[e]}function s(t,e,r,n,i,o,a){var s=n[t],l=i[2*t],u=i[2*t+1],c=o[t],h=a[t];n[t]=n[e],i[2*t]=i[2*e],i[2*t+1]=i[2*e+1],o[t]=o[e],a[t]=a[e],n[e]=n[r],i[2*e]=i[2*r],i[2*e+1]=i[2*r+1],o[e]=o[r],a[e]=a[r],n[r]=s,i[2*r]=l,i[2*r+1]=u,o[r]=c,a[r]=h}function l(t,e,r,n,i,o,a,s,l,u,c){s[t]=s[e],l[2*t]=l[2*e],l[2*t+1]=l[2*e+1],u[t]=u[e],c[t]=c[e],s[e]=r,l[2*e]=n,l[2*e+1]=i,u[e]=o,c[e]=a}function u(t,e,r,n,i){return(r[t]-r[e]||n[2*e]-n[2*t]||i[t]-i[e])<0}function c(t,e,r,n,i,o,a,s){return(e-o[t]||a[2*t]-r||i-s[t])<0}function h(t,e,r,n,d,p){var v=(e-t+1)/6|0,m=t+v,g=e-v,y=t+e>>1,b=y-v,x=y+v,_=m,w=b,M=y,k=x,A=g,T=t+1,E=e-1,S=0;u(_,w,r,n,d,p)&&(S=_,_=w,w=S),u(k,A,r,n,d,p)&&(S=k,k=A,A=S),u(_,M,r,n,d,p)&&(S=_,_=M,M=S),u(w,M,r,n,d,p)&&(S=w,w=M,M=S),u(_,k,r,n,d,p)&&(S=_,_=k,k=S),u(M,k,r,n,d,p)&&(S=M,\n",
       "M=k,k=S),u(w,A,r,n,d,p)&&(S=w,w=A,A=S),u(w,M,r,n,d,p)&&(S=w,w=M,M=S),u(k,A,r,n,d,p)&&(S=k,k=A,A=S);var L=r[w],z=n[2*w],I=n[2*w+1],P=d[w],C=p[w],R=r[k],D=n[2*k],O=n[2*k+1],F=d[k],j=p[k],N=_,B=M,U=A,V=m,q=y,G=g,H=r[N],X=r[B],Y=r[U];r[V]=H,r[q]=X,r[G]=Y;for(var W=0;2>W;++W){var Z=n[2*N+W],K=n[2*B+W],J=n[2*U+W];n[2*V+W]=Z,n[2*q+W]=K,n[2*G+W]=J}var $=d[N],Q=d[B],tt=d[U];d[V]=$,d[q]=Q,d[G]=tt;var et=p[N],rt=p[B],nt=p[U];p[V]=et,p[q]=rt,p[G]=nt,a(b,t,r,n,d,p),a(x,e,r,n,d,p);for(var it=T;E>=it;++it)if(c(it,L,z,I,P,r,n,d))it!==T&&o(it,T,r,n,d,p),++T;else if(!c(it,R,D,O,F,r,n,d))for(;;){if(c(E,R,D,O,F,r,n,d)){c(E,L,z,I,P,r,n,d)?(s(it,T,E,r,n,d,p),++T,--E):(o(it,E,r,n,d,p),--E);break}if(--E<it)break}l(t,T-1,L,z,I,P,C,r,n,d,p),l(e,E+1,R,D,O,F,j,r,n,d,p),f>=T-2-t?i(t,T-2,r,n,d,p):h(t,T-2,r,n,d,p),f>=e-(E+2)?i(E+2,e,r,n,d,p):h(E+2,e,r,n,d,p),f>=E-T?i(T,E,r,n,d,p):h(T,E,r,n,d,p)}e.exports=n;var f=32},{}],195:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a,s){for(var l=r,u=r;n>u;++u){var c=t[2*u],h=t[2*u+1],f=e[u];c>=i&&a>=c&&h>=o&&s>=h&&(u===l?l+=1:(t[2*u]=t[2*l],t[2*u+1]=t[2*l+1],e[u]=e[l],t[2*l]=c,t[2*l+1]=h,e[l]=f,l+=1))}return l}function i(t,e,r){this.pixelSize=t,this.offset=e,this.count=r}function o(t,e,r,o){function l(i,o,a,s,u,c){var h=.5*a,f=s+1,d=u-s;r[_]=d,x[_++]=c;for(var p=0;2>p;++p)for(var v=0;2>v;++v){var m=i+p*h,g=o+v*h,y=n(t,e,f,u,m,g,m+h,g+h);if(y!==f){if(y-f>=Math.max(.9*d,32)){var b=u+s>>>1;l(m,g,h,f,b,c+1),f=b}l(m,g,h,f,y,c+1),f=y}}}var u=t.length>>>1;if(1>u)return[];for(var c=1/0,h=1/0,f=-(1/0),d=-(1/0),p=0;u>p;++p){var v=t[2*p],m=t[2*p+1];c=Math.min(c,v),f=Math.max(f,v),h=Math.min(h,m),d=Math.max(d,m),e[p]=p}c===f&&(f+=1+Math.abs(f)),h===d&&(d+=1+Math.abs(f));var g=1/(f-c),y=1/(d-h),b=Math.max(f-c,d-h);o=o||[0,0,0,0],o[0]=c,o[1]=h,o[2]=f,o[3]=d;var x=a.mallocInt32(u),_=0;l(c,h,b,0,u,0),s(x,t,e,r,u);for(var w=[],M=0,k=u,_=u-1;_>=0;--_){t[2*_]=(t[2*_]-c)*g,t[2*_+1]=(t[2*_+1]-h)*y;var A=x[_];A!==M&&(w.push(new i(b*Math.pow(.5,A),_+1,k-(_+1))),k=_+1,M=A)}return w.push(new i(b*Math.pow(.5,A+1),0,k)),a.free(x),w}var a=t(\"typedarray-pool\"),s=t(\"./lib/sort\");e.exports=o},{\"./lib/sort\":194,\"typedarray-pool\":458}],196:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.weightBuffer=n,this.shader=i,this.pickShader=o,this.scales=[],this.size=12,this.borderSize=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.bounds=[1/0,1/0,-(1/0),-(1/0)],this.pickOffset=0,this.points=null,this.xCoords=null}function i(t,e){var r=t.gl,i=a(r),s=a(r),l=a(r),u=o(r,c.pointVertex,c.pointFragment),h=o(r,c.pickVertex,c.pickFragment),f=new n(t,i,s,l,u,h);return f.update(e),t.addObject(f),f}var o=t(\"gl-shader\"),a=t(\"gl-buffer\"),s=t(\"binary-search-bounds\"),l=t(\"snap-points-2d\"),u=t(\"typedarray-pool\"),c=t(\"./lib/shader\");e.exports=i;var h=n.prototype;h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.xCoords&&u.free(this.xCoords),this.plot.removeObject(this)},h.update=function(t){function e(e,r){return e in t?t[e]:r}t=t||{},this.size=e(\"size\",12),this.color=e(\"color\",[1,0,0,1]).slice(),this.borderSize=e(\"borderSize\",1),this.borderColor=e(\"borderColor\",[0,0,0,1]).slice(),this.xCoords&&u.free(this.xCoords);var r=t.positions,n=u.mallocFloat32(r.length),i=u.mallocInt32(r.length>>>1);n.set(r);var o=u.mallocFloat32(r.length);this.points=r,this.scales=l(n,i,o,this.bounds),this.offsetBuffer.update(n),this.pickBuffer.update(i),this.weightBuffer.update(o);for(var a=u.mallocFloat32(r.length>>>1),s=0,c=0;s<r.length;s+=2,++c)a[c]=n[s];u.free(i),u.free(n),u.free(o),this.xCoords=a,this.pointCount=r.length>>>1,this.pickOffset=0},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,i=this.pickShader,o=this.scales,a=this.offsetBuffer,l=this.pickBuffer,u=this.bounds,c=this.size,h=this.borderSize,f=n.gl,d=n.pickPixelRatio,p=n.viewBox,v=n.dataBox;if(0===this.pointCount)return r;var m=u[2]-u[0],g=u[3]-u[1],y=v[2]-v[0],b=v[3]-v[1],x=(p[2]-p[0])*d/n.pixelRatio,_=(p[3]-p[1])*d/n.pixelRatio,w=Math.min(y/x,b/_);t[0]=2*m/y,t[4]=2*g/b,t[6]=2*(u[0]-v[0])/y-1,t[7]=2*(u[1]-v[1])/b-1,this.pickOffset=r,e[0]=255&r,e[1]=r>>8&255,e[2]=r>>16&255,e[3]=r>>24&255,i.bind(),i.uniforms.matrix=t,i.uniforms.color=this.color,i.uniforms.borderColor=this.borderColor,i.uniforms.pointSize=d*(c+h),i.uniforms.pickOffset=e,0===this.borderSize?i.uniforms.centerFraction=2:i.uniforms.centerFraction=c/(c+h+1.25),a.bind(),i.attributes.position.pointer(),l.bind(),i.attributes.pickId.pointer(f.UNSIGNED_BYTE);for(var M=this.xCoords,k=(v[0]-u[0]-w*c*d)/m,A=(v[2]-u[0]+w*c*d)/m,T=o.length-1;T>=0;--T){var E=o[T];if(!(E.pixelSize<w&&T>1)){var S=E.offset,L=E.count+S,z=s.ge(M,k,S,L-1),I=s.lt(M,A,z,L-1)+1;I>z&&f.drawArrays(f.POINTS,z,I-z)}}return r+this.pointCount}}(),h.draw=function(){var t=[1,0,0,0,1,0,0,0,1];return function(){var e=this.plot,r=this.shader,n=this.scales,i=this.offsetBuffer,o=this.bounds,a=this.size,l=this.borderSize,u=e.gl,c=e.pixelRatio,h=e.viewBox,f=e.dataBox;if(0!==this.pointCount){var d=o[2]-o[0],p=o[3]-o[1],v=f[2]-f[0],m=f[3]-f[1],g=h[2]-h[0],y=h[3]-h[1],b=Math.min(v/g,m/y);t[0]=2*d/v,t[4]=2*p/m,t[6]=2*(o[0]-f[0])/v-1,t[7]=2*(o[1]-f[1])/m-1,r.bind(),r.uniforms.matrix=t,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointSize=c*(a+l),r.uniforms.useWeight=1,0===this.borderSize?r.uniforms.centerFraction=2:r.uniforms.centerFraction=a/(a+l+1.25),i.bind(),r.attributes.position.pointer(),this.weightBuffer.bind(),r.attributes.weight.pointer();for(var x=this.xCoords,_=(f[0]-o[0]-b*a*c)/d,w=(f[2]-o[0]+b*a*c)/d,M=!0,k=n.length-1;k>=0;--k){var A=n[k];if(!(A.pixelSize<b&&k>1)){var T=A.offset,E=A.count+T,S=s.ge(x,_,T,E-1),L=s.lt(x,w,S,E-1)+1;L>S&&u.drawArrays(u.POINTS,S,L-S),M&&(M=!1,r.uniforms.useWeight=0)}}}}}(),h.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(n>r||r>=n+i)return null;var o=r-n,a=this.points;return{object:this,pointId:o,dataCoord:[a[2*o],a[2*o+1]]}}},{\"./lib/shader\":192,\"binary-search-bounds\":193,\"gl-buffer\":124,\"gl-shader\":203,\"snap-points-2d\":195,\"typedarray-pool\":458}],197:[function(t,e,r){\"use strict\";function n(t,e){var r=o[e];if(r||(r=o[e]={}),t in r)return r[t];for(var n=i(t,{textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e}),a=i(t,{triangles:!0,textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e}),s=[[1/0,1/0],[-(1/0),-(1/0)]],l=0;l<n.positions.length;++l)for(var u=n.positions[l],c=0;2>c;++c)s[0][c]=Math.min(s[0][c],u[c]),s[1][c]=Math.max(s[1][c],u[c]);return r[t]=[a,n,s]}var i=t(\"vectorize-text\");e.exports=n;var o={}},{\"vectorize-text\":460}],198:[function(t,e,r){function n(t,e){var r=i(t,e),n=r.attributes;return n.position.location=0,n.color.location=1,n.glyph.location=2,n.id.location=3,r}var i=t(\"gl-shader\"),o=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\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(any(lessThan(position, clipBounds[0]))   || \\n     any(greaterThan(position, clipBounds[1])) ) {\\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}\",a=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(position, clipBounds[0])) || any(greaterThan(position, clipBounds[1]))) {\\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=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(position, clipBounds[0]))   ||\\n     any(greaterThan(position, clipBounds[1])) ) {\\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=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if(any(lessThan(dataCoordinate, fragClipBounds[0]))   ||\\n     any(greaterThan(dataCoordinate, fragClipBounds[1])) ) {\\n    discard;\\n  } else {\\n    gl_FragColor = interpColor * opacity;\\n  }\\n}\\n\",u=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if(any(lessThan(dataCoordinate, fragClipBounds[0]))   || \\n     any(greaterThan(dataCoordinate, fragClipBounds[1])) ) {\\n    discard;\\n  } else {\\n    gl_FragColor = vec4(pickGroup, pickId.bgr);\\n  }\\n}\",c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:o,fragment:l,attributes:c},f={vertex:a,fragment:l,attributes:c},d={vertex:s,fragment:l,attributes:c},p={vertex:o,fragment:u,attributes:c},v={vertex:a,fragment:u,attributes:c},m={vertex:s,fragment:u,attributes:c};r.createPerspective=function(t){return n(t,h)},r.createOrtho=function(t){return n(t,f)},r.createProject=function(t){return n(t,d)},r.createPickPerspective=function(t){return n(t,p)},r.createPickOrtho=function(t){return n(t,v)},r.createPickProject=function(t){return n(t,m)}},{\"gl-shader\":203}],199:[function(t,e,r){\"use strict\";function n(t,e){var r=t[0],n=t[1],i=t[2],o=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*o,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*o,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*o,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*o,t}function i(t,e,r,i){return n(i,i,r),n(i,i,e),n(i,i,t)}function o(t,e){this.index=t,this.dataCoordinate=this.position=e}function a(t,e,r,n,i,a,s,l,u,c,h,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=s,this.idBuffer=l,this.vao=u,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=h,this.pickProjectShader=f,this.points=[],this._selectResult=new o(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}function s(t){return t[0]=t[1]=t[2]=0,t}function l(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function u(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function c(t){for(var e=L,r=0;2>r;++r)for(var n=0;3>n;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}function h(t,e,r,n,o){var a,h=e.axesProject,f=e.gl,d=t.uniforms,p=r.model||x,v=r.view||x,m=r.projection||x,y=e.axesBounds,b=c(e.clipBounds);a=e.axes?e.axes.lastCubeProps.axis:[1,1,1],w[0]=2/f.drawingBufferWidth,w[1]=2/f.drawingBufferHeight,t.bind(),d.view=v,d.projection=m,d.screenSize=w,d.highlightId=e.highlightId,d.highlightScale=e.highlightScale,d.clipBounds=b,d.pickGroup=e.pickId/255,d.pixelRatio=e.pixelRatio;for(var _=0;3>_;++_)if(h[_]&&e.projectOpacity[_]<1===n){d.scale=e.projectScale[_],d.opacity=e.projectOpacity[_];for(var L=E,z=0;16>z;++z)L[z]=0;for(var z=0;4>z;++z)L[5*z]=1;L[5*_]=0,a[_]<0?L[12+_]=y[0][_]:L[12+_]=y[1][_],g(L,p,L),d.model=L;var I=(_+1)%3,P=(_+2)%3,C=s(M),R=s(k);C[I]=1,R[P]=1;var D=i(m,v,p,l(A,C)),O=i(m,v,p,l(T,R));if(Math.abs(D[1])>Math.abs(O[1])){var F=D;D=O,O=F,F=C,C=R,R=F;var j=I;I=P,P=j}D[0]<0&&(C[I]=-1),O[1]>0&&(R[P]=-1);for(var N=0,B=0,z=0;4>z;++z)N+=Math.pow(p[4*I+z],2),B+=Math.pow(p[4*P+z],2);C[I]/=Math.sqrt(N),R[P]/=Math.sqrt(B),d.axes[0]=C,d.axes[1]=R,d.fragClipBounds[0]=u(S,b[0],_,-1e8),d.fragClipBounds[1]=u(S,b[1],_,1e8),e.vao.draw(f.TRIANGLES,e.vertexCount),e.lineWidth>0&&(f.lineWidth(e.lineWidth),e.vao.draw(f.LINES,e.lineVertexCount,e.vertexCount))}}function f(t,e,r,n,i,o){var a=r.gl;if(r.vao.bind(),i===r.opacity<1||o){t.bind();var s=t.uniforms;s.model=n.model||x,s.view=n.view||x,s.projection=n.projection||x,w[0]=2/a.drawingBufferWidth,w[1]=2/a.drawingBufferHeight,s.screenSize=w,s.highlightId=r.highlightId,s.highlightScale=r.highlightScale,s.fragClipBounds=P,s.clipBounds=r.axes.bounds,s.opacity=r.opacity,s.pickGroup=r.pickId/255,s.pixelRatio=r.pixelRatio,r.vao.draw(a.TRIANGLES,r.vertexCount),r.lineWidth>0&&(a.lineWidth(r.lineWidth),r.vao.draw(a.LINES,r.lineVertexCount,r.vertexCount))}h(e,r,n,i,o),r.vao.unbind()}function d(t){var e=t.gl,r=y.createPerspective(e),n=y.createOrtho(e),i=y.createProject(e),o=y.createPickPerspective(e),s=y.createPickOrtho(e),l=y.createPickProject(e),u=p(e),c=p(e),h=p(e),f=p(e),d=v(e,[{buffer:u,size:3,type:e.FLOAT},{buffer:c,size:4,type:e.FLOAT},{buffer:h,size:2,type:e.FLOAT},{buffer:f,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),m=new a(e,r,n,i,u,c,h,f,d,o,s,l);return m.update(t),m}var p=t(\"gl-buffer\"),v=t(\"gl-vao\"),m=t(\"typedarray-pool\"),g=t(\"gl-mat4/multiply\"),y=t(\"./lib/shaders\"),b=t(\"./lib/glyphs\"),x=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];e.exports=d;var _=a.prototype;_.pickSlots=1,_.setPickBase=function(t){this.pickId=t},_.isTransparent=function(){if(this.opacity<1)return!0;for(var t=0;3>t;++t)if(this.axesProject[t]&&this.projectOpacity[t]<1)return!0;return!1},_.isOpaque=function(){if(this.opacity>=1)return!0;for(var t=0;3>t;++t)if(this.axesProject[t]&&this.projectOpacity[t]>=1)return!0;return!1};var w=[0,0],M=[0,0,0],k=[0,0,0],A=[0,0,0,1],T=[0,0,0,1],E=x.slice(),S=[0,0,0],L=[[0,0,0],[0,0,0]],z=[-1e8,-1e8,-1e8],I=[1e8,1e8,1e8],P=[z,I];_.draw=function(t){var e=this.useOrtho?this.orthoShader:this.shader;f(e,this.projectShader,this,t,!1,!1)},_.drawTransparent=function(t){var e=this.useOrtho?this.orthoShader:this.shader;f(e,this.projectShader,this,t,!0,!1)},_.drawPick=function(t){var e=this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader;f(e,this.pickProjectShader,this,t,!1,!0)},_.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||0>e)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;3>i;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},_.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},_.update=function(t){if(t=t||{},\"perspective\"in 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(\"projectOpacity\"in t)if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{var r=+t.projectOpacity;this.projectOpacity=[r,r,r]}\"opacity\"in t&&(this.opacity=t.opacity),this.dirty=!0;var n=t.position;if(n){var i=t.font||\"normal\",o=t.alignment||[0,0],a=[1/0,1/0,1/0],s=[-(1/0),-(1/0),-(1/0)],l=t.glyph,u=t.color,c=t.size,h=t.angle,f=t.lineColor,d=0,p=0,v=0,g=n.length;t:for(var y=0;g>y;++y){for(var x=n[y],_=0;3>_;++_)if(isNaN(x[_])||!isFinite(x[_]))continue t;var w;w=Array.isArray(l)?b(l[y],i):l?b(l,i):b(\"\\u25cf\",i);var M=w[0],k=w[1],A=w[2];p+=3*M.cells.length,v+=2*k.edges.length}var T=p+v,E=m.mallocFloat(3*T),S=m.mallocFloat(4*T),L=m.mallocFloat(2*T),z=m.mallocUint32(T),I=[0,o[1]],P=0,C=p,R=[0,0,0,1],D=[0,0,0,1],O=Array.isArray(u)&&Array.isArray(u[0]),F=Array.isArray(f)&&Array.isArray(f[0]);t:for(var y=0;g>y;++y){for(var x=n[y],_=0;3>_;++_){if(isNaN(x[_])||!isFinite(x[_])){d+=1;continue t}s[_]=Math.max(s[_],x[_]),a[_]=Math.min(a[_],x[_])}var w;w=Array.isArray(l)?b(l[y],i):l?b(l,i):b(\"\\u25cf\",i);var M=w[0],k=w[1],A=w[2];if(Array.isArray(u)){var j;if(j=O?u[y]:u,3===j.length){for(var _=0;3>_;++_)R[_]=j[_];R[3]=1}else if(4===j.length)for(var _=0;4>_;++_)R[_]=j[_]}else R[0]=R[1]=R[2]=0,R[3]=1;if(Array.isArray(f)){var j;if(j=F?f[y]:f,3===j.length){for(var _=0;3>_;++_)D[_]=j[_];D[_]=1}else if(4===j.length)for(var _=0;4>_;++_)D[_]=j[_]}else D[0]=D[1]=D[2]=0,D[3]=1;var N=.5;Array.isArray(c)?N=+c[y]:c?N=+c:this.useOrtho&&(N=12);var B=0;Array.isArray(h)?B=+h[y]:h&&(B=+h);for(var U=Math.cos(B),V=Math.sin(B),x=n[y],_=0;3>_;++_)s[_]=Math.max(s[_],x[_]),a[_]=Math.min(a[_],x[_]);o[0]<0?I[0]=o[0]*(1+A[1][0]):o[0]>0&&(I[0]=-o[0]*(1+A[0][0]));for(var q=M.cells,G=M.positions,_=0;_<q.length;++_)for(var H=q[_],X=0;3>X;++X){for(var Y=0;3>Y;++Y)E[3*P+Y]=x[Y];for(var Y=0;4>Y;++Y)S[4*P+Y]=R[Y];z[P]=d;var W=G[H[X]];L[2*P]=N*(U*W[0]-V*W[1]+I[0]),L[2*P+1]=N*(V*W[0]+U*W[1]+I[1]),P+=1}for(var q=k.edges,G=k.positions,_=0;_<q.length;++_)for(var H=q[_],X=0;2>X;++X){for(var Y=0;3>Y;++Y)E[3*C+Y]=x[Y];for(var Y=0;4>Y;++Y)S[4*C+Y]=D[Y];z[C]=d;var W=G[H[X]];L[2*C]=N*(U*W[0]-V*W[1]+I[0]),L[2*C+1]=N*(V*W[0]+U*W[1]+I[1]),C+=1}d+=1}this.vertexCount=p,this.lineVertexCount=v,this.pointBuffer.update(E),this.colorBuffer.update(S),this.glyphBuffer.update(L),this.idBuffer.update(new Uint32Array(z)),m.free(E),m.free(S),m.free(L),m.free(z),this.bounds=[a,s],this.points=n,this.pointCount=n.length}},_.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/glyphs\":197,\"./lib/shaders\":198,\"gl-buffer\":124,\"gl-mat4/multiply\":145,\"gl-vao\":232,\"typedarray-pool\":458}],200:[function(t,e,r){\"use strict\";r.boxVertex=\"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=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"},{}],201:[function(t,e,r){\"use strict\";function n(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}function i(t,e){var r=t.gl,i=a(r,[0,0,0,1,1,0,1,1]),l=o(r,s.boxVertex,s.boxFragment),u=new n(t,i,l);return u.update(e),t.addOverlay(u),u}var o=t(\"gl-shader\"),a=t(\"gl-buffer\"),s=t(\"./lib/shaders\");e.exports=i;var l=n.prototype;l.draw=function(){if(this.enabled){var 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//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=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution_2_0(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\\n\\n\\nfloat beckmannSpecular_1_1(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution_2_0(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\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;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\n\\nvoid main() {\\n  if(kill > 0.0 ||\\n    any(lessThan(worldCoordinate, clipBounds[0])) || any(greaterThan(worldCoordinate, clipBounds[1]))) {\\n    discard;\\n  }\\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 = beckmannSpecular_1_1(L, V, N, roughness);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = texture2D(colormap, vec2(value, value));\\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\",a=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  vec4 worldPosition = model * vec4(dataCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z = clipPosition.z + zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f;\\n  kill = -1.0;\\n  worldCoordinate = dataCoordinate;\\n  planeCoordinate = uv.zw;\\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\",s=\"precision mediump float;\\n#define GLSLIFY 1\\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    any(lessThan(worldCoordinate, clipBounds[0])) || any(greaterThan(worldCoordinate, clipBounds[1]))) {\\n    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,s,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,a,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,a,s,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":203}],223:[function(t,e,r){arguments[4][22][0].apply(r,arguments)},{dup:22}],224:[function(t,e,r){\"use strict\";function n(t){if(t in l)return l[t];for(var e=[],r=0;t>r;++r)e.push(\"out\",r,\"s=0.5*(inp\",r,\"l-inp\",r,\"r);\");for(var n=[\"array\"],i=[\"junk\"],r=0;t>r;++r){n.push(\"array\"),i.push(\"out\"+r+\"s\");var o=a(t);o[r]=-1,n.push({array:0,offset:o.slice()}),o[r]=1,n.push({array:0,offset:o.slice()}),i.push(\"inp\"+r+\"l\",\"inp\"+r+\"r\")}return l[t]=s({args:n,pre:c,post:c,body:{body:e.join(\"\"),args:i.map(function(t){return{name:t,lvalue:0===t.indexOf(\"out\"),rvalue:0===t.indexOf(\"inp\"),count:\"junk\"!==t|0}}),thisVars:[],localVars:[]},funcName:\"fdTemplate\"+t})}function i(t){function e(e){for(var r=o-e.length,n=[],i=[],s=[],l=0;o>l;++l)e.indexOf(l+1)>=0?s.push(\"0\"):e.indexOf(-(l+1))>=0?s.push(\"s[\"+l+\"]-1\"):(s.push(\"-1\"),n.push(\"1\"),i.push(\"s[\"+l+\"]-2\"));var u=\".lo(\"+n.join()+\").hi(\"+i.join()+\")\";if(0===n.length&&(u=\"\"),r>0){a.push(\"if(1\");for(var l=0;o>l;++l)e.indexOf(l+1)>=0||e.indexOf(-(l+1))>=0||a.push(\"&&s[\",l,\"]>2\");a.push(\"){grad\",r,\"(src.pick(\",s.join(),\")\",u);for(var l=0;o>l;++l)e.indexOf(l+1)>=0||e.indexOf(-(l+1))>=0||a.push(\",dst.pick(\",s.join(),\",\",l,\")\",u);a.push(\");\")}for(var l=0;l<e.length;++l){var c=Math.abs(e[l])-1,h=\"dst.pick(\"+s.join()+\",\"+c+\")\"+u;switch(t[c]){case\"clamp\":var f=s.slice(),d=s.slice();e[l]<0?f[c]=\"s[\"+c+\"]-2\":d[c]=\"1\",0===r?a.push(\"if(s[\",c,\"]>1){dst.set(\",s.join(),\",\",c,\",0.5*(src.get(\",f.join(),\")-src.get(\",d.join(),\")))}else{dst.set(\",s.join(),\",\",c,\",0)};\"):a.push(\"if(s[\",c,\"]>1){diff(\",h,\",src.pick(\",f.join(),\")\",u,\",src.pick(\",d.join(),\")\",u,\");}else{zero(\",h,\");};\");break;case\"mirror\":0===r?a.push(\"dst.set(\",s.join(),\",\",c,\",0);\"):a.push(\"zero(\",h,\");\");break;case\"wrap\":var p=s.slice(),v=s.slice();e[l]<0?(p[c]=\"s[\"+c+\"]-2\",v[c]=\"0\"):(p[c]=\"s[\"+c+\"]-1\",v[c]=\"1\"),0===r?a.push(\"if(s[\",c,\"]>2){dst.set(\",s.join(),\",\",c,\",0.5*(src.get(\",p.join(),\")-src.get(\",v.join(),\")))}else{dst.set(\",s.join(),\",\",c,\",0)};\"):a.push(\"if(s[\",c,\"]>2){diff(\",h,\",src.pick(\",p.join(),\")\",u,\",src.pick(\",v.join(),\")\",u,\");}else{zero(\",h,\");};\");break;default:throw new Error(\"ndarray-gradient: Invalid boundary condition\")}}r>0&&a.push(\"};\")}var r=t.join(),i=u[r];if(i)return i;for(var o=t.length,a=[\"function gradient(dst,src){var s=src.shape.slice();\"],s=0;1<<o>s;++s){for(var c=[],d=0;o>d;++d)s&1<<d&&c.push(d+1);for(var p=0;p<1<<c.length;++p){for(var v=c.slice(),d=0;d<c.length;++d)p&1<<d&&(v[d]=-v[d]);e(v)}}a.push(\"return dst;};return gradient\");for(var m=[\"diff\",\"zero\"],g=[h,f],s=1;o>=s;++s)m.push(\"grad\"+s),g.push(n(s));m.push(a.join(\"\"));var y=Function.apply(void 0,m),i=y.apply(void 0,g);return l[r]=i,i}function o(t,e,r){if(Array.isArray(r)){if(r.length!==e.dimension)throw new Error(\"ndarray-gradient: invalid boundary conditions\")}else r=\"string\"==typeof r?a(e.dimension,r):a(e.dimension,\"clamp\");if(t.dimension!==e.dimension+1)throw new Error(\"ndarray-gradient: output dimension must be +1 input dimension\");if(t.shape[e.dimension]!==e.dimension)throw new Error(\"ndarray-gradient: output shape must match input shape\");for(var n=0;n<e.dimension;++n)if(t.shape[n]!==e.shape[n])throw new Error(\"ndarray-gradient: shape mismatch\");if(0===e.size)return t;if(e.dimension<=0)return t.set(0),t;var o=i(r);return o(t,e)}e.exports=o;var a=t(\"dup\"),s=t(\"cwise-compiler\"),l={},u={},c={body:\"\",args:[],thisVars:[],localVars:[]},h=s({args:[\"array\",\"array\",\"array\"],pre:c,post:c,body:{args:[{name:\"out\",lvalue:!0,rvalue:!1,count:1},{name:\"left\",lvalue:!1,rvalue:!0,count:1},{name:\"right\",lvalue:!1,rvalue:!0,count:1}],body:\"out=0.5*(left-right)\",thisVars:[],localVars:[]},funcName:\"cdiff\"}),f=s({args:[\"array\"],pre:c,post:c,body:{args:[{name:\"out\",lvalue:!0,rvalue:!1,count:1}],body:\"out=0\",thisVars:[],localVars:[]},funcName:\"zero\"})},{\"cwise-compiler\":115,dup:121}],225:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"./doConvert.js\");e.exports=function(t,e){for(var r=[],o=t,a=1;o instanceof Array;)r.push(o.length),a*=o.length,o=o[0];return 0===r.length?n():(e||(e=n(new Float64Array(a),r)),i(e,t),e)}},{\"./doConvert.js\":226,ndarray:433}],226:[function(t,e,r){e.exports=t(\"cwise-compiler\")({args:[\"array\",\"scalar\",\"index\"],pre:{body:\"{}\",args:[],thisVars:[],localVars:[]},body:{body:\"{\\nvar _inline_1_v=_inline_1_arg1_,_inline_1_i\\nfor(_inline_1_i=0;_inline_1_i<_inline_1_arg2_.length-1;++_inline_1_i) {\\n_inline_1_v=_inline_1_v[_inline_1_arg2_[_inline_1_i]]\\n}\\n_inline_1_arg0_=_inline_1_v[_inline_1_arg2_[_inline_1_arg2_.length-1]]\\n}\",args:[{name:\"_inline_1_arg0_\",lvalue:!0,rvalue:!1,count:1},{name:\"_inline_1_arg1_\",lvalue:!1,rvalue:!0,count:1},{name:\"_inline_1_arg2_\",lvalue:!1,rvalue:!0,count:4}],thisVars:[],localVars:[\"_inline_1_i\",\"_inline_1_v\"]},post:{body:\"{}\",args:[],thisVars:[],localVars:[]},funcName:\"convert\",blockSize:64})},{\"cwise-compiler\":115}],227:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}function i(t){var e=x([y({colormap:t,nshades:O,format:\"rgba\"}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return b.divseq(e,255),e}function o(t,e,r,i,o,a,s,l,u,c,h,f,d,p){this.gl=t,this.shape=e,this.bounds=r,this.intensityBounds=[],this._shader=i,this._pickShader=o,this._coordinateBuffer=a,this._vao=s,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=f,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new n([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=p,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=[_(g.mallocFloat(1024),[0,0]),_(g.mallocFloat(1024),[0,0]),_(g.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.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.dirty=!0}function a(t,e){var r,n,i,o=e.axes&&e.axes.lastCubeProps.axis||j,a=e.showSurface,s=e.showContour;for(r=0;3>r;++r)for(a=a||e.surfaceProject[r],n=0;3>n;++n)s=s||e.contourProject[r][n];for(r=0;3>r;++r){var l=N.projections[r];for(n=0;16>n;++n)l[n]=0;for(n=0;4>n;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(o[r]>0)][r],M(l,t.model,l);var u=N.clipBounds[r];for(i=0;2>i;++i)for(n=0;3>n;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return N.showSurface=a,N.showContour=s,N}function s(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=B;n.model=t.model||C,n.view=t.view||C,n.projection=t.projection||C,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.contourColor=this.contourColor[0],n.inverseModel=k(n.inverseModel,n.model);for(var i=0;2>i;++i)for(var o=n.clipBounds[i],s=0;3>s;++s)o[s]=Math.min(Math.max(this.clipBounds[i][s],-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=V;var l=U;for(M(l,n.view,n.model),M(l,n.projection,l),k(l,l),i=0;3>i;++i)n.eyePosition[i]=l[12+i]/l[15];var u=l[15];for(i=0;3>i;++i)u+=this.lightPosition[i]*l[4*i+3];for(i=0;3>i;++i){var c=l[12+i];for(s=0;3>s;++s)c+=l[4*s+i]*this.lightPosition[s];n.lightPosition[i]=c/u}var h=a(n,this);if(h.showSurface&&e===this.opacity<1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;3>i;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=h.projections[i],this._shader.uniforms.clipBounds=h.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(h.showContour&&!e){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var d=this._contourVAO;for(d.bind(),i=0;3>i;++i)for(f.uniforms.permutation=D[i],r.lineWidth(this.contourWidth[i]),s=0;s<this.contourLevels[i].length;++s)this._contourCounts[i][s]&&(s===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],\n",
       "f.uniforms.contourTint=this.highlightTint[i]):0!==s&&s-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),f.uniforms.height=this.contourLevels[i][s],d.draw(r.LINES,this._contourCounts[i][s],this._contourOffsets[i][s]));for(i=0;3>i;++i)for(f.uniforms.model=h.projections[i],f.uniforms.clipBounds=h.clipBounds[i],s=0;3>s;++s)if(this.contourProject[i][s]){f.uniforms.permutation=D[s],r.lineWidth(this.contourWidth[s]);for(var p=0;p<this.contourLevels[s].length;++p)p===this.highlightLevel[s]?(f.uniforms.contourColor=this.highlightColor[s],f.uniforms.contourTint=this.highlightTint[s]):0!==p&&p-1!==this.highlightLevel[s]||(f.uniforms.contourColor=this.contourColor[s],f.uniforms.contourTint=this.contourTint[s]),f.uniforms.height=this.contourLevels[s][p],d.draw(r.LINES,this._contourCounts[s][p],this._contourOffsets[s][p])}for(d=this._dynamicVAO,d.bind(),i=0;3>i;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=D[i],r.lineWidth(this.dynamicWidth[i]),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],d.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),s=0;3>s;++s)this.contourProject[s][i]&&(f.uniforms.model=h.projections[s],f.uniforms.clipBounds=h.clipBounds[s],d.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));d.unbind()}}function l(t,e){var r=e.shape.slice(),n=t.shape.slice();b.assign(t.lo(1,1).hi(r[0],r[1]),e),b.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),b.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),b.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),b.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))}function u(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function c(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 h(t){if(Array.isArray(t)){if(Array.isArray(t))return[c(t[0]),c(t[1]),c(t[2])];var e=c(t);return[e.slice(),e.slice(),e.slice()]}}function f(t){var e=t.gl,r=S(e),n=z(e),i=L(e),a=I(e),s=p(e),l=v(e,[{buffer:s,size:4,stride:P,offset:0},{buffer:s,size:3,stride:P,offset:16},{buffer:s,size:3,stride:P,offset:28}]),u=p(e),c=v(e,[{buffer:u,size:4,stride:20,offset:0},{buffer:u,size:1,stride:20,offset:16}]),h=p(e),f=v(e,[{buffer:h,size:2,type:e.FLOAT}]),d=m(e,1,O,e.RGBA,e.UNSIGNED_BYTE);d.minFilter=e.LINEAR,d.magFilter=e.LINEAR;var g=new o(e,[0,0],[[0,0,0],[0,0,0]],r,n,s,l,d,i,a,u,c,h,f),y={levels:[[],[],[]]};for(var b in t)y[b]=t[b];return y.colormap=y.colormap||\"jet\",g.update(y),g}e.exports=f;var d=t(\"bit-twiddle\"),p=t(\"gl-buffer\"),v=t(\"gl-vao\"),m=t(\"gl-texture2d\"),g=t(\"typedarray-pool\"),y=t(\"colormap\"),b=t(\"ndarray-ops\"),x=t(\"ndarray-pack\"),_=t(\"ndarray\"),w=t(\"surface-nets\"),M=t(\"gl-mat4/multiply\"),k=t(\"gl-mat4/invert\"),A=t(\"binary-search-bounds\"),T=t(\"ndarray-gradient\"),E=t(\"./lib/shaders\"),S=E.createShader,L=E.createContourShader,z=E.createPickShader,I=E.createPickContourShader,P=40,C=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],R=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],D=[[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(){for(var t=0;3>t;++t){var e=D[t],r=(t+1)%3,n=(t+2)%3;e[r+0]=1,e[n+3]=1,e[t+6]=1}}();var O=265,F=o.prototype;F.isTransparent=function(){return this.opacity<1},F.isOpaque=function(){if(this.opacity>=1)return!0;for(var t=0;3>t;++t)if(this._contourCounts[t].length>0||this._dynamicCounts[t]>0)return!0;return!1},F.pickSlots=1,F.setPickBase=function(t){this.pickId=t};var j=[0,0,0],N={showSurface:!1,showContour:!1,projections:[C.slice(),C.slice(),C.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]},B={model:C,view:C,projection:C,inverseModel:C.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,kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1},U=C.slice(),V=[1,0,0,0,1,0,0,0,1];F.draw=function(t){return s.call(this,t,!1)},F.drawTransparent=function(t){return s.call(this,t,!0)};var q={model:C,view:C,projection:C,inverseModel:C,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};F.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=q;r.model=t.model||C,r.view=t.view||C,r.projection=t.projection||C,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.permutation=V;for(var n=0;2>n;++n)for(var i=r.clipBounds[n],o=0;3>o;++o)i[o]=Math.min(Math.max(this.clipBounds[n][o],-1e8),1e8);var s=a(r,this);if(s.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;3>n;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=s.projections[n],this._pickShader.uniforms.clipBounds=s.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(s.showContour){var l=this._contourPickShader;l.bind(),l.uniforms=r;var u=this._contourVAO;for(u.bind(),o=0;3>o;++o)for(e.lineWidth(this.contourWidth[o]),l.uniforms.permutation=D[o],n=0;n<this.contourLevels[o].length;++n)this._contourCounts[o][n]&&(l.uniforms.height=this.contourLevels[o][n],u.draw(e.LINES,this._contourCounts[o][n],this._contourOffsets[o][n]));for(n=0;3>n;++n)for(l.uniforms.model=s.projections[n],l.uniforms.clipBounds=s.clipBounds[n],o=0;3>o;++o)if(this.contourProject[n][o]){l.uniforms.permutation=D[o],e.lineWidth(this.contourWidth[o]);for(var c=0;c<this.contourLevels[o].length;++c)this._contourCounts[o][c]&&(l.uniforms.height=this.contourLevels[o][c],u.draw(e.LINES,this._contourCounts[o][c],this._contourOffsets[o][c]))}u.unbind()}},F.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,i=Math.floor(n),o=n-i,a=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(a),l=a-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;2>c;++c)for(var h=c?o:1-o,f=0;2>f;++f)for(var d=f?l:1-l,p=i+c,v=s+f,m=h*d,g=0;3>g;++g)u[g]+=this._field[g].get(p,v)*m;for(var y=this._pickResult.level,b=0;3>b;++b)if(y[b]=A.le(this.contourLevels[b],u[b]),y[b]<0)this.contourLevels[b].length>0&&(y[b]=0);else if(y[b]<this.contourLevels[b].length-1){var x=this.contourLevels[b][y[b]],_=this.contourLevels[b][y[b]+1];Math.abs(x-u[b])>Math.abs(_-u[b])&&(y[b]+=1)}for(r.index[0]=.5>o?i:i+1,r.index[1]=.5>l?s:s+1,r.uv[0]=n/e[0],r.uv[1]=a/e[1],g=0;3>g;++g)r.dataCoordinate[g]=this._field[g].get(r.index[0],r.index[1]);return r},F.update=function(t){t=t||{},this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=u(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=u(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=u(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=h(t.contourColor)),\"contourProject\"in t&&(this.contourProject=u(t.contourProject,function(t){return u(t,Boolean)})),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=h(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=u(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=u(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds);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 n=(e.shape[0]+2)*(e.shape[1]+2);n>this._field[2].data.length&&(g.freeFloat(this._field[2].data),this._field[2].data=g.mallocFloat(d.nextPow2(n))),this._field[2]=_(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),l(this._field[2],e),this.shape=e.shape.slice();for(var o=this.shape,a=0;2>a;++a)this._field[2].size>this._field[a].data.length&&(g.freeFloat(this._field[a].data),this._field[a].data=g.mallocFloat(this._field[2].size)),this._field[a]=_(this._field[a].data,[o[0]+2,o[1]+2]);if(t.coords){var s=t.coords;if(!Array.isArray(s)||3!==s.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(a=0;2>a;++a){var c=s[a];for(y=0;2>y;++y)if(c.shape[y]!==o[y])throw new Error(\"gl-surface: coords have incorrect shape\");l(this._field[a],c)}}else if(t.ticks){var f=t.ticks;if(!Array.isArray(f)||2!==f.length)throw new Error(\"gl-surface: invalid ticks\");for(a=0;2>a;++a){var p=f[a];if((Array.isArray(p)||p.length)&&(p=_(p)),p.shape[0]!==o[a])throw new Error(\"gl-surface: invalid tick length\");var v=_(p.data,o);v.stride[a]=p.stride[0],v.stride[1^a]=0,l(this._field[a],v)}}else{for(a=0;2>a;++a){var m=[0,0];m[a]=1,this._field[a]=_(this._field[a].data,[o[0]+2,o[1]+2],m,0)}this._field[0].set(0,0,0);for(var y=0;y<o[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(o[0]+1,0,o[0]-1),this._field[1].set(0,0,0),y=0;y<o[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,o[1]+1,o[1]-1)}var b=this._field,x=_(g.mallocFloat(3*b[2].size*2),[3,o[0]+2,o[1]+2,2]);for(a=0;3>a;++a)T(x.pick(a),b[a],\"mirror\");var M=_(g.mallocFloat(3*b[2].size),[o[0]+2,o[1]+2,3]);for(a=0;a<o[0]+2;++a)for(y=0;y<o[1]+2;++y){var k=x.get(0,a,y,0),A=x.get(0,a,y,1),E=x.get(1,a,y,0),S=x.get(1,a,y,1),L=x.get(2,a,y,0),z=x.get(2,a,y,1),I=E*z-S*L,P=L*A-z*k,C=k*S-A*E,D=Math.sqrt(I*I+P*P+C*C);1e-8>D?(D=Math.max(Math.abs(I),Math.abs(P),Math.abs(C)),1e-8>D?(C=1,P=I=0,D=1):D=1/D):D=1/Math.sqrt(D),M.set(a,y,0,I*D),M.set(a,y,1,P*D),M.set(a,y,2,C*D)}g.free(x.data);var O=[1/0,1/0,1/0],F=[-(1/0),-(1/0),-(1/0)],j=1/0,N=-(1/0),B=(o[0]-1)*(o[1]-1)*6,U=g.mallocFloat(d.nextPow2(10*B)),V=0,q=0;for(a=0;a<o[0]-1;++a)t:for(y=0;y<o[1]-1;++y){for(var G=0;2>G;++G)for(var H=0;2>H;++H)for(var X=0;3>X;++X){var Y=this._field[X].get(1+a+G,1+y+H);if(isNaN(Y)||!isFinite(Y))continue t}for(X=0;6>X;++X){var W=a+R[X][0],Z=y+R[X][1],K=this._field[0].get(W+1,Z+1),J=this._field[1].get(W+1,Z+1);Y=this._field[2].get(W+1,Z+1);var $=Y;I=M.get(W+1,Z+1,0),P=M.get(W+1,Z+1,1),C=M.get(W+1,Z+1,2),t.intensity&&($=t.intensity.get(W,Z)),U[V++]=W,U[V++]=Z,U[V++]=K,U[V++]=J,U[V++]=Y,U[V++]=0,U[V++]=$,U[V++]=I,U[V++]=P,U[V++]=C,O[0]=Math.min(O[0],K),O[1]=Math.min(O[1],J),O[2]=Math.min(O[2],Y),j=Math.min(j,$),F[0]=Math.max(F[0],K),F[1]=Math.max(F[1],J),F[2]=Math.max(F[2],Y),N=Math.max(N,$),q+=1}}for(t.intensityBounds&&(j=+t.intensityBounds[0],N=+t.intensityBounds[1]),a=6;V>a;a+=10)U[a]=(U[a]-j)/(N-j);this._vertexCount=q,this._coordinateBuffer.update(U.subarray(0,V)),g.freeFloat(U),g.free(M.data),this.bounds=[O,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===j&&this.intensityBounds[1]===N||(r=!0),this.intensityBounds=[j,N]}if(\"levels\"in t){var Q=t.levels;for(Q=Array.isArray(Q[0])?Q.slice():[[],[],Q],a=0;3>a;++a)Q[a]=Q[a].slice(),Q.sort(function(t,e){return t-e});t:for(a=0;3>a;++a){if(Q[a].length!==this.contourLevels[a].length){r=!0;break}for(y=0;y<Q[a].length;++y)if(Q[a][y]!==this.contourLevels[a][y]){r=!0;break t}}this.contourLevels=Q}if(r){b=this._field,o=this.shape;for(var tt=[],et=0;3>et;++et){Q=this.contourLevels[et];var rt=[],nt=[],it=[0,0,0];for(a=0;a<Q.length;++a){var ot=w(this._field[et],Q[a]);rt.push(tt.length/5|0),q=0;t:for(y=0;y<ot.cells.length;++y){var at=ot.cells[y];for(X=0;2>X;++X){var st=ot.positions[at[X]],lt=st[0],ut=0|Math.floor(lt),ct=lt-ut,ht=st[1],ft=0|Math.floor(ht),dt=ht-ft,pt=!1;e:for(var vt=0;3>vt;++vt){it[vt]=0;var mt=(et+vt+1)%3;for(G=0;2>G;++G){var gt=G?ct:1-ct;for(W=0|Math.min(Math.max(ut+G,0),o[0]),H=0;2>H;++H){var yt=H?dt:1-dt;if(Z=0|Math.min(Math.max(ft+H,0),o[1]),Y=2>vt?this._field[mt].get(W,Z):(this.intensity.get(W,Z)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Y)||isNaN(Y)){pt=!0;break e}var bt=gt*yt;it[vt]+=bt*Y}}}if(pt){if(X>0){for(var xt=0;5>xt;++xt)tt.pop();q-=1}continue t}tt.push(it[0],it[1],st[0],st[1],it[2]),q+=1}}nt.push(q)}this._contourOffsets[et]=rt,this._contourCounts[et]=nt}var _t=g.mallocFloat(tt.length);for(a=0;a<tt.length;++a)_t[a]=tt[a];this._contourBuffer.update(_t),g.freeFloat(_t)}t.colormap&&this._colorMap.setPixels(i(t.colormap))},F.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;3>t;++t)g.freeFloat(this._field[t].data)},F.highlight=function(t){if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(var e=0;3>e;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;var r;if(r=this.snapToData?t.dataCoordinate:t.position,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,i=this.shape,o=g.mallocFloat(12*i[0]*i[1]),a=0;3>a;++a)if(this.enableDynamic[a]){this.dynamicLevel[a]=r[a];var s=(a+1)%3,l=(a+2)%3,u=this._field[a],c=this._field[s],h=this._field[l],f=(this.intensity,w(u,r[a])),d=f.cells,p=f.positions;for(this._dynamicOffsets[a]=n,e=0;e<d.length;++e)for(var v=d[e],m=0;2>m;++m){var y=p[v[m]],b=+y[0],x=0|b,_=0|Math.min(x+1,i[0]),M=b-x,k=1-M,A=+y[1],T=0|A,E=0|Math.min(T+1,i[1]),S=A-T,L=1-S,z=k*L,I=k*S,P=M*L,C=M*S,R=z*c.get(x,T)+I*c.get(x,E)+P*c.get(_,T)+C*c.get(_,E),D=z*h.get(x,T)+I*h.get(x,E)+P*h.get(_,T)+C*h.get(_,E);if(isNaN(R)||isNaN(D)){m&&(n-=1);break}o[2*n+0]=R,o[2*n+1]=D,n+=1}this._dynamicCounts[a]=n-this._dynamicOffsets[a]}else this.dynamicLevel[a]=NaN,this._dynamicCounts[a]=0;this._dynamicBuffer.update(o.subarray(0,2*n)),g.freeFloat(o)}}},{\"./lib/shaders\":222,\"binary-search-bounds\":223,\"bit-twiddle\":51,colormap:106,\"gl-buffer\":124,\"gl-mat4/invert\":143,\"gl-mat4/multiply\":145,\"gl-texture2d\":228,\"gl-vao\":232,ndarray:433,\"ndarray-gradient\":224,\"ndarray-ops\":432,\"ndarray-pack\":225,\"surface-nets\":452,\"typedarray-pool\":458}],228:[function(t,e,r){\"use strict\";function n(t){m=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],g=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],y=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function i(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(0>e||e>i||0>r||r>i)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 o(t,e,r,n,i,o){this.gl=t,this.handle=e,this.format=i,this.type=o,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 a=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return a._wrapS},set:function(t){return a.wrapS=t}},{get:function(){return a._wrapT},set:function(t){return a.wrapT=t}}]),this._wrapVector=s;var 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n(t){if(this.zoom=t.zoom,this.overscaling=t.overscaling,this.layer=t.layer,this.childLayers=t.childLayers,this.type=this.layer.type,this.features=[],this.id=this.layer.id,this.index=t.index,this.sourceLayer=this.layer.sourceLayer,this.sourceLayerIndex=t.sourceLayerIndex,this.minZoom=this.layer.minzoom,this.maxZoom=this.layer.maxzoom,this.paintAttributes=o(this),t.arrays){var e=this.childLayers;this.bufferGroups=c.mapObject(t.arrays,function(r,n){return r.map(function(r){var i=c.mapObject(r,function(e,r){return c.mapObject(e,function(e,i){var o=t.arrayTypes[n][r][i],a=o.members.length&&\"vertices\"===o.members[0].name?u.BufferType.ELEMENT:u.BufferType.VERTEX;return new u(e,o,a)})});i.vaos={},i.layout.element2&&(i.secondVaos={});for(var o=0;o<e.length;o++){var a=e[o].id;i.vaos[a]=new f,i.layout.element2&&(i.secondVaos[a]=new f)}return i})})}}function i(t){return new h({members:[{type:u.ELEMENT_ATTRIBUTE_TYPE,name:\"vertices\",components:t||3}]})}function o(t){var e={};for(var r in t.programInterfaces){for(var n=e[r]={},i=0;i<t.childLayers.length;i++){var o=t.childLayers[i];n[o.id]={attributes:[],uniforms:[]}}var l=t.programInterfaces[r];if(l.paintAttributes)for(var u=0;u<l.paintAttributes.length;u++)for(var h=l.paintAttributes[u],f=0;f<t.childLayers.length;f++){var d=t.childLayers[f],p=n[d.id];if(d.isPaintValueFeatureConstant(h.paintProperty))p.uniforms.push(h);else if(d.isPaintValueZoomConstant(h.paintProperty))p.attributes.push(h);else{for(var v=d.getPaintValueStopZoomLevels(h.paintProperty),m=0;m<v.length&&v[m]<t.zoom;)m++;for(var g=Math.max(0,Math.min(v.length-4,m-2)),y=[],b=0;4>b;b++)y.push(v[Math.min(g+b,v.length-1)]);var x=h.components;if(1===x)p.attributes.push(c.extend({},h,{getValue:a(h,y),isFunction:!0,components:4*x}));else for(var _=0;4>_;_++)p.attributes.push(c.extend({},h,{getValue:a(h,[y[_]]),isFunction:!0,name:h.name+_}));p.uniforms.push(c.extend({},h,{name:\"u_\"+h.name.slice(2)+\"_t\",getValue:s(h,g),components:1}))}}}return e}function a(t,e){return function(r,n,i){if(1===e.length)return t.getValue(r,c.extend({},n,{zoom:e[0]}),i);for(var o=[],a=0;a<e.length;a++){var s=e[a];o.push(t.getValue(r,c.extend({},n,{zoom:s}),i)[0])}return o}}function s(t,e){return function(r,n){var i=r.getPaintInterpolationT(t.paintProperty,n.zoom);return[Math.max(0,Math.min(4,i-e))]}}var l=t(\"feature-filter\"),u=t(\"./buffer\"),c=t(\"../util/util\"),h=t(\"../util/struct_array\"),f=t(\"../render/vertex_array_object\");e.exports=n,n.create=function(e){var r={fill:t(\"./bucket/fill_bucket\"),line:t(\"./bucket/line_bucket\"),circle:t(\"./bucket/circle_bucket\"),symbol:t(\"./bucket/symbol_bucket\")};return new r[e.layer.type](e)},n.EXTENT=8192,n.prototype.populateBuffers=function(){this.createArrays(),this.recalculateStyleLayers();for(var t=0;t<this.features.length;t++)this.addFeature(this.features[t]);this.trimArrays()},n.prototype.makeRoomFor=function(t,e){var r=this.arrayGroups[t],n=r.length&&r[r.length-1];if(!n||n.layout.vertex.length+e>65535){var i=this.arrayTypes[t],o=i.layout.vertex,a=i.layout.element,s=i.layout.element2;n={index:r.length,layout:{},paint:{}},n.layout.vertex=new o,a&&(n.layout.element=new a),s&&(n.layout.element2=new s);for(var l=0;l<this.childLayers.length;l++){var u=this.childLayers[l].id,c=i.paint[u];n.paint[u]=new c}r.push(n)}return n},n.prototype.createArrays=function(){this.arrayGroups={},this.arrayTypes={};for(var t in this.programInterfaces){var e=this.programInterfaces[t],r=this.arrayTypes[t]={layout:{},paint:{}};if(this.arrayGroups[t]=[],e.vertexBuffer){var n=new h({members:this.programInterfaces[t].layoutAttributes,alignment:u.VERTEX_ATTRIBUTE_ALIGNMENT});r.layout.vertex=n;var o=this.paintAttributes[t];for(var a in o){var s=new h({members:o[a].attributes,alignment:u.VERTEX_ATTRIBUTE_ALIGNMENT});r.paint[a]=s}}if(e.elementBuffer){var l=i(e.elementBufferComponents);r.layout.element=l}if(e.elementBuffer2){var c=i(e.elementBuffer2Components);r.layout.element2=c}}},n.prototype.destroy=function(t){for(var e in this.bufferGroups)for(var r=this.bufferGroups[e],n=0;n<r.length;n++){var i=r[n];for(var o in i.paint)i.paint[o].destroy(t);for(var a in i.layout)i.layout[a].destroy(t);for(var s in i.vaos)i.vaos[s].destroy(t);for(var l in i.secondVaos)i.secondVaos[l].destroy(t)}},n.prototype.trimArrays=function(){for(var t in this.arrayGroups){var e=this.arrayGroups[t];for(var r in e.paint)e.paint[r].trim();for(var n in e.layout)e.layout[n].trim()}},n.prototype.setUniforms=function(t,e,r,n,i){for(var o=this.paintAttributes[e][n.id].uniforms,a=0;a<o.length;a++){var s=o[a],l=r[s.name];t[\"uniform\"+s.components+\"fv\"](l,s.getValue(n,i))}},n.prototype.serialize=function(){return{layerId:this.layer.id,zoom:this.zoom,arrays:c.mapObject(this.arrayGroups,function(t){return t.map(function(t){return c.mapObject(t,function(t){return c.mapObject(t,function(t){return t.serialize()})})})}),arrayTypes:c.mapObject(this.arrayTypes,function(t){return c.mapObject(t,function(t){return c.mapObject(t,function(t){return t.serialize()})})}),childLayerIds:this.childLayers.map(function(t){return t.id})}},n.prototype.createFilter=function(){this.filter||(this.filter=l(this.layer.filter))};var d={lastIntegerZoom:1/0,lastIntegerZoomTime:0,lastZoom:0};n.prototype.recalculateStyleLayers=function(){for(var t=0;t<this.childLayers.length;t++)this.childLayers[t].recalculate(this.zoom,d)},n.prototype.getProgramMacros=function(t,e){for(var r=[],n=this.paintAttributes[t][e.id].attributes,i=0;i<n.length;i++){var o=n[i];r.push(\"ATTRIBUTE_\"+(o.isFunction?\"ZOOM_FUNCTION_\":\"\")+o.name.toUpperCase())}return r},n.prototype.addPaintAttributes=function(t,e,r,n,i){for(var o=0;o<this.childLayers.length;o++)for(var a=this.childLayers[o],s=this.arrayGroups[t],l=n.index;l<s.length;l++){var u=s[l],c=u.layout.vertex.length,h=u.paint[a.id];h.resize(c);for(var f=this.paintAttributes[t][a.id].attributes,d=0;d<f.length;d++)for(var p=f[d],v=p.getValue(a,e,r),m=p.multiplier||1,g=p.components||1,y=i;c>y;y++)for(var b=h.get(y),x=0;g>x;x++){var _=g>1?p.name+x:p.name;b[_]=v[x]*m}}}},{\"../render/vertex_array_object\":273,\"../util/struct_array\":347,\"../util/util\":349,\"./bucket/circle_bucket\":248,\"./bucket/fill_bucket\":249,\"./bucket/line_bucket\":250,\"./bucket/symbol_bucket\":251,\"./buffer\":252,\"feature-filter\":352}],248:[function(t,e,r){\"use strict\";function n(){i.apply(this,arguments)}var i=t(\"../bucket\"),o=t(\"../../util/util\"),a=t(\"../load_geometry\"),s=i.EXTENT;e.exports=n,n.prototype=o.inherit(i,{}),n.prototype.addCircleVertex=function(t,e,r,n,i){return t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)},n.prototype.programInterfaces={circle:{vertexBuffer:!0,elementBuffer:!0,layoutAttributes:[{name:\"a_pos\",components:2,type:\"Int16\"}],paintAttributes:[{name:\"a_color\",components:4,type:\"Uint8\",getValue:function(t,e,r){return o.premultiply(t.getPaintValue(\"circle-color\",e,r))},multiplier:255,paintProperty:\"circle-color\"},{name:\"a_radius\",components:1,type:\"Uint16\",isLayerConstant:!1,getValue:function(t,e,r){return[t.getPaintValue(\"circle-radius\",e,r)]},multiplier:10,paintProperty:\"circle-radius\"}]}},n.prototype.addFeature=function(t){for(var e={zoom:this.zoom},r=a(t),n=this.makeRoomFor(\"circle\",0),i=n.layout.vertex.length,o=0;o<r.length;o++)for(var l=0;l<r[o].length;l++){var u=r[o][l].x,c=r[o][l].y;if(!(0>u||u>=s||0>c||c>=s)){var h=this.makeRoomFor(\"circle\",4),f=h.layout.vertex,d=this.addCircleVertex(f,u,c,-1,-1);this.addCircleVertex(f,u,c,1,-1),this.addCircleVertex(f,u,c,1,1),this.addCircleVertex(f,u,c,-1,1),h.layout.element.emplaceBack(d,d+1,d+2),h.layout.element.emplaceBack(d,d+3,d+2)}}this.addPaintAttributes(\"circle\",e,t.properties,n,i)}},{\"../../util/util\":349,\"../bucket\":247,\"../load_geometry\":254}],249:[function(t,e,r){\"use strict\";function n(){i.apply(this,arguments)}var i=t(\"../bucket\"),o=t(\"../../util/util\"),a=t(\"../load_geometry\");e.exports=n,n.prototype=o.inherit(i,{}),n.prototype.programInterfaces={fill:{vertexBuffer:!0,elementBuffer:!0,elementBuffer2:!0,elementBuffer2Components:2,layoutAttributes:[{name:\"a_pos\",components:2,type:\"Int16\"}]}},n.prototype.addFeature=function(t){for(var e=a(t),r=0;r<e.length;r++)this.addFill(e[r])},n.prototype.addFill=function(t){if(!(t.length<3))for(var e,r,n=t.length,i=this.makeRoomFor(\"fill\",n+1),o=0;o<t.length;o++){var a=t[o],s=i.layout.vertex.emplaceBack(a.x,a.y);0===o&&(e=s),o>=2&&(a.x!==t[0].x||a.y!==t[0].y)&&i.layout.element.emplaceBack(e,r,s),o>=1&&i.layout.element2.emplaceBack(r,s),r=s}}},{\"../../util/util\":349,\"../bucket\":247,\"../load_geometry\":254}],250:[function(t,e,r){\"use strict\";function n(){i.apply(this,arguments)}var i=t(\"../bucket\"),o=t(\"../../util/util\"),a=t(\"../load_geometry\"),s=i.EXTENT,l=63,u=Math.cos(37.5*(Math.PI/180)),c=15,h=14,f=.5,d=Math.pow(2,h)/f;e.exports=n,n.prototype=o.inherit(i,{}),n.prototype.addLineVertex=function(t,e,r,n,i,o,a){return t.emplaceBack(e.x<<1|n,e.y<<1|i,Math.round(l*r.x)+128,Math.round(l*r.y)+128,(0===o?0:0>o?-1:1)+1|(a*f&63)<<2,a*f>>6)},n.prototype.programInterfaces={line:{vertexBuffer:!0,elementBuffer:!0,layoutAttributes:[{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}]}},n.prototype.addFeature=function(t){for(var e=a(t),r=0;r<e.length;r++)this.addLine(e[r],this.layer.layout[\"line-join\"],this.layer.layout[\"line-cap\"],this.layer.layout[\"line-miter-limit\"],this.layer.layout[\"line-round-limit\"])},n.prototype.addLine=function(t,e,r,n,i){for(var o=t.length;o>2&&t[o-1].equals(t[o-2]);)o--;if(!(t.length<2)){\"bevel\"===e&&(n=1.05);var a=c*(s/(512*this.overscaling)),l=t[0],h=t[o-1],f=l.equals(h);if(this.makeRoomFor(\"line\",10*o),2!==o||!f){this.distance=0;var d,p,v,m,g,y,b,x=r,_=f?\"butt\":r,w=!0;this.e1=this.e2=this.e3=-1,f&&(d=t[o-2],g=l.sub(d)._unit()._perp());for(var M=0;o>M;M++)if(v=f&&M===o-1?t[1]:t[M+1],!v||!t[M].equals(v)){g&&(m=g),d&&(p=d),d=t[M],g=v?v.sub(d)._unit()._perp():m,m=m||g;var k=m.add(g)._unit(),A=k.x*g.x+k.y*g.y,T=1/A,E=u>A&&p&&v;if(E&&M>0){var S=d.dist(p);if(S>2*a){var L=d.sub(d.sub(p)._mult(a/S)._round());this.distance+=L.dist(p),this.addCurrentVertex(L,this.distance,m.mult(1),0,0,!1),p=L}}var z=p&&v,I=z?e:v?x:_;if(z&&\"round\"===I&&(i>T?I=\"miter\":2>=T&&(I=\"fakeround\")),\"miter\"===I&&T>n&&(I=\"bevel\"),\"bevel\"===I&&(T>2&&(I=\"flipbevel\"),n>T&&(I=\"miter\")),p&&(this.distance+=d.dist(p)),\"miter\"===I)k._mult(T),this.addCurrentVertex(d,this.distance,k,0,0,!1);else if(\"flipbevel\"===I){if(T>100)k=g.clone();else{var P=m.x*g.y-m.y*g.x>0?-1:1,C=T*m.add(g).mag()/m.sub(g).mag();k._perp()._mult(C*P)}this.addCurrentVertex(d,this.distance,k,0,0,!1),this.addCurrentVertex(d,this.distance,k.mult(-1),0,0,!1)}else if(\"bevel\"===I||\"fakeround\"===I){var R=m.x*g.y-m.y*g.x>0,D=-Math.sqrt(T*T-1);if(R?(b=0,y=D):(y=0,b=D),w||this.addCurrentVertex(d,this.distance,m,y,b,!1),\"fakeround\"===I){for(var O,F=Math.floor(8*(.5-(A-.5))),j=0;F>j;j++)O=g.mult((j+1)/(F+1))._add(m)._unit(),this.addPieSliceVertex(d,this.distance,O,R);this.addPieSliceVertex(d,this.distance,k,R);for(var N=F-1;N>=0;N--)O=m.mult((N+1)/(F+1))._add(g)._unit(),this.addPieSliceVertex(d,this.distance,O,R)}v&&this.addCurrentVertex(d,this.distance,g,-y,-b,!1)}else\"butt\"===I?(w||this.addCurrentVertex(d,this.distance,m,0,0,!1),v&&this.addCurrentVertex(d,this.distance,g,0,0,!1)):\"square\"===I?(w||(this.addCurrentVertex(d,this.distance,m,1,1,!1),this.e1=this.e2=-1),v&&this.addCurrentVertex(d,this.distance,g,-1,-1,!1)):\"round\"===I&&(w||(this.addCurrentVertex(d,this.distance,m,0,0,!1),this.addCurrentVertex(d,this.distance,m,1,1,!0),this.e1=this.e2=-1),v&&(this.addCurrentVertex(d,this.distance,g,-1,-1,!0),this.addCurrentVertex(d,this.distance,g,0,0,!1)));if(E&&o-1>M){var B=d.dist(v);if(B>2*a){var U=d.add(v.sub(d)._mult(a/B)._round());this.distance+=U.dist(d),this.addCurrentVertex(U,this.distance,g.mult(1),0,0,!1),d=U}}w=!1}}}},n.prototype.addCurrentVertex=function(t,e,r,n,i,o){var a,s=o?1:0,l=this.arrayGroups.line[this.arrayGroups.line.length-1].layout,u=l.vertex,c=l.element;a=r.clone(),n&&a._sub(r.perp()._mult(n)),this.e3=this.addLineVertex(u,t,a,s,0,n,e),this.e1>=0&&this.e2>=0&&c.emplaceBack(this.e1,this.e2,this.e3),this.e1=this.e2,this.e2=this.e3,a=r.mult(-1),i&&a._sub(r.perp()._mult(i)),this.e3=this.addLineVertex(u,t,a,s,1,-i,e),this.e1>=0&&this.e2>=0&&c.emplaceBack(this.e1,this.e2,this.e3),this.e1=this.e2,this.e2=this.e3,e>d/2&&(this.distance=0,this.addCurrentVertex(t,this.distance,r,n,i,o))},n.prototype.addPieSliceVertex=function(t,e,r,n){var i=n?1:0;r=r.mult(n?-1:1);var o=this.arrayGroups.line[this.arrayGroups.line.length-1].layout,a=o.vertex,s=o.element;this.e3=this.addLineVertex(a,t,r,0,i,0,e),this.e1>=0&&this.e2>=0&&s.emplaceBack(this.e1,this.e2,this.e3),n?this.e2=this.e3:this.e1=this.e3}},{\"../../util/util\":349,\"../bucket\":247,\"../load_geometry\":254}],251:[function(t,e,r){\"use strict\";function n(t){s.apply(this,arguments),this.showCollisionBoxes=t.showCollisionBoxes,this.overscaling=t.overscaling,this.collisionBoxArray=t.collisionBoxArray,this.sdfIcons=t.sdfIcons,this.iconsNeedLinear=t.iconsNeedLinear,this.adjustedTextSize=t.adjustedTextSize,this.adjustedIconSize=t.adjustedIconSize,this.fontstack=t.fontstack}function i(t,e,r,n,i,o,a,s,l,u){return t.emplaceBack(e,r,Math.round(64*n),Math.round(64*i),o/4,a/4,10*(u||0),0,10*(s||0),10*Math.min(l||25,25))}function o(t,e,r,n,i,o,a,s,l,u,c,h,f,d,p,v,m){this.x=t.x,this.y=t.y,this.index=a,this.hasText=!!r,this.hasIcon=!!n,this.hasText&&(this.glyphQuads=o?_(t,r,h,e,i,d):[],this.textCollisionFeature=new y(s,e,t,l,u,c,r,h,f,d,!1)),this.hasIcon&&(this.iconQuads=o?w(t,n,p,e,i,m):[],this.iconCollisionFeature=new y(s,e,t,l,u,c,n,p,v,m,!0))}var a=t(\"point-geometry\"),s=t(\"../bucket\"),l=t(\"../../symbol/anchor\"),u=t(\"../../symbol/get_anchors\"),c=t(\"../../util/token\"),h=t(\"../../symbol/quads\"),f=t(\"../../symbol/shaping\"),d=t(\"../../symbol/resolve_text\"),p=t(\"../../symbol/mergelines\"),v=t(\"../../symbol/clip_line\"),m=t(\"../../util/util\"),g=t(\"../load_geometry\"),y=t(\"../../symbol/collision_feature\"),b=f.shapeText,x=f.shapeIcon,_=h.getGlyphQuads,w=h.getIconQuads,M=s.EXTENT;e.exports=n,n.prototype=m.inherit(s,{}),n.prototype.serialize=function(){var t=s.prototype.serialize.apply(this);return t.sdfIcons=this.sdfIcons,t.iconsNeedLinear=this.iconsNeedLinear,t.adjustedTextSize=this.adjustedTextSize,t.adjustedIconSize=this.adjustedIconSize,t.fontstack=this.fontstack,t};var k=[{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_offset\",components:2,type:\"Int16\"},{name:\"a_data1\",components:4,type:\"Uint8\"},{name:\"a_data2\",components:2,type:\"Uint8\"}];n.prototype.addCollisionBoxVertex=function(t,e,r,n,i){return t.emplaceBack(e.x,e.y,Math.round(r.x),Math.round(r.y),10*n,10*i)},n.prototype.programInterfaces={glyph:{vertexBuffer:!0,elementBuffer:!0,layoutAttributes:k},icon:{vertexBuffer:!0,elementBuffer:!0,layoutAttributes:k},collisionBox:{vertexBuffer:!0,layoutAttributes:[{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_extrude\",components:2,type:\"Int16\"},{name:\"a_data\",components:2,type:\"Uint8\"}]}},n.prototype.populateBuffers=function(t,e,r){var n={lastIntegerZoom:1/0,lastIntegerZoomTime:0,lastZoom:0};this.adjustedTextMaxSize=this.layer.getLayoutValue(\"text-size\",{zoom:18,zoomHistory:n}),this.adjustedTextSize=this.layer.getLayoutValue(\"text-size\",{zoom:this.zoom+1,zoomHistory:n}),this.adjustedIconMaxSize=this.layer.getLayoutValue(\"icon-size\",{zoom:18,zoomHistory:n}),this.adjustedIconSize=this.layer.getLayoutValue(\"icon-size\",{zoom:this.zoom+1,zoomHistory:n});var i=512*this.overscaling;this.tilePixelRatio=M/i,this.compareText={},this.symbolInstances=[],this.iconsNeedLinear=!1;var o=this.layer.layout,a=this.features,s=this.textFeatures,l=.5,u=.5;switch(o[\"text-anchor\"]){case\"right\":case\"top-right\":case\"bottom-right\":l=1;break;case\"left\":case\"top-left\":case\"bottom-left\":l=0}switch(o[\"text-anchor\"]){case\"bottom\":case\"bottom-right\":case\"bottom-left\":u=1;break;case\"top\":case\"top-right\":case\"top-left\":u=0}for(var h=\"right\"===o[\"text-justify\"]?1:\"left\"===o[\"text-justify\"]?0:.5,f=24,d=o[\"text-line-height\"]*f,v=\"line\"!==o[\"symbol-placement\"]?o[\"text-max-width\"]*f:0,m=o[\"text-letter-spacing\"]*f,y=[o[\"text-offset\"][0]*f,o[\"text-offset\"][1]*f],_=this.fontstack=o[\"text-font\"].join(\",\"),w=[],k=0;k<a.length;k++)w.push(g(a[k]));if(\"line\"===o[\"symbol-placement\"]){var A=p(a,s,w);w=A.geometries,a=A.features,s=A.textFeatures}for(var T,E,S=0;S<a.length;S++)if(w[S]){if(T=s[S]?b(s[S],e[_],v,d,l,u,h,m,y):null,o[\"icon-image\"]){var L=c(a[S].properties,o[\"icon-image\"]),z=r[L];E=x(z,o),z&&(void 0===this.sdfIcons?this.sdfIcons=z.sdf:this.sdfIcons!==z.sdf&&console.warn(\"Style sheet warning: Cannot mix SDF and non-SDF icons in one buffer\"),1!==z.pixelRatio&&(this.iconsNeedLinear=!0))}else E=null;(T||E)&&this.addFeature(w[S],T,E,a[S].index)}this.placeFeatures(t,this.showCollisionBoxes),this.trimArrays()},n.prototype.addFeature=function(t,e,r,n){var i=this.layer.layout,a=24,s=this.adjustedTextSize/a,c=void 0!==this.adjustedTextMaxSize?this.adjustedTextMaxSize:this.adjustedTextSize,h=this.tilePixelRatio*s,f=this.tilePixelRatio*c/a,d=this.tilePixelRatio*this.adjustedIconSize,p=this.tilePixelRatio*i[\"symbol-spacing\"],m=i[\"symbol-avoid-edges\"],g=i[\"text-padding\"]*this.tilePixelRatio,y=i[\"icon-padding\"]*this.tilePixelRatio,b=i[\"text-max-angle\"]/180*Math.PI,x=\"map\"===i[\"text-rotation-alignment\"]&&\"line\"===i[\"symbol-placement\"],_=\"map\"===i[\"icon-rotation-alignment\"]&&\"line\"===i[\"symbol-placement\"],w=i[\"text-allow-overlap\"]||i[\"icon-allow-overlap\"]||i[\"text-ignore-placement\"]||i[\"icon-ignore-placement\"],k=\"line\"===i[\"symbol-placement\"],A=p/2;k&&(t=v(t,0,0,M,M));for(var T=0;T<t.length;T++){var E,S=t[T];E=k?u(S,p,b,e,r,a,f,this.overscaling,M):[new l(S[0].x,S[0].y,0)];for(var L=0,z=E.length;z>L;L++){var I=E[L];if(!(e&&k&&this.anchorIsTooClose(e.text,A,I))){var P=!(I.x<0||I.x>M||I.y<0||I.y>M);if(!m||P){var C=P||w;this.symbolInstances.push(new o(I,S,e,r,i,C,this.symbolInstances.length,this.collisionBoxArray,n,this.sourceLayerIndex,this.index,h,g,x,d,y,_))}}}}},n.prototype.anchorIsTooClose=function(t,e,r){var n=this.compareText;if(t in n){for(var i=n[t],o=i.length-1;o>=0;o--)if(r.dist(i[o])<e)return!0}else n[t]=[];return n[t].push(r),!1},n.prototype.placeFeatures=function(t,e){this.recalculateStyleLayers(),this.createArrays();var r=this.layer.layout,n=t.maxScale,i=\"map\"===r[\"text-rotation-alignment\"]&&\"line\"===r[\"symbol-placement\"],o=\"map\"===r[\"icon-rotation-alignment\"]&&\"line\"===r[\"symbol-placement\"],a=r[\"text-allow-overlap\"]||r[\"icon-allow-overlap\"]||r[\"text-ignore-placement\"]||r[\"icon-ignore-placement\"];if(a){var s=t.angle,l=Math.sin(s),u=Math.cos(s);this.symbolInstances.sort(function(t,e){var r=l*t.x+u*t.y|0,n=l*e.x+u*e.y|0;return r-n||e.index-t.index})}for(var c=0;c<this.symbolInstances.length;c++){var h=this.symbolInstances[c],f=h.hasText,d=h.hasIcon,p=r[\"text-optional\"]||!f,v=r[\"icon-optional\"]||!d,m=f?t.placeCollisionFeature(h.textCollisionFeature,r[\"text-allow-overlap\"],r[\"symbol-avoid-edges\"]):t.minScale,g=d?t.placeCollisionFeature(h.iconCollisionFeature,r[\"icon-allow-overlap\"],r[\"symbol-avoid-edges\"]):t.minScale;p||v?!v&&m?m=Math.max(g,m):!p&&g&&(g=Math.max(g,m)):g=m=Math.max(g,m),f&&(t.insertCollisionFeature(h.textCollisionFeature,m,r[\"text-ignore-placement\"]),n>=m&&this.addSymbols(\"glyph\",h.glyphQuads,m,r[\"text-keep-upright\"],i,t.angle)),d&&(t.insertCollisionFeature(h.iconCollisionFeature,g,r[\"icon-ignore-placement\"]),n>=g&&this.addSymbols(\"icon\",h.iconQuads,g,r[\"icon-keep-upright\"],o,t.angle))}e&&this.addToDebugBuffers(t)},n.prototype.addSymbols=function(t,e,r,n,o,a){for(var s=this.makeRoomFor(t,4*e.length),l=s.layout.element,u=s.layout.vertex,c=this.zoom,h=Math.max(Math.log(r)/Math.LN2+c,0),f=0;f<e.length;f++){var d=e[f],p=d.angle,v=(p+a+Math.PI)%(2*Math.PI);if(!(n&&o&&(v<=Math.PI/2||v>3*Math.PI/2))){var m=d.tl,g=d.tr,y=d.bl,b=d.br,x=d.tex,_=d.anchorPoint,w=Math.max(c+Math.log(d.minScale)/Math.LN2,h),M=Math.min(c+Math.log(d.maxScale)/Math.LN2,25);if(!(w>=M)){w===h&&(w=0);var k=i(u,_.x,_.y,m.x,m.y,x.x,x.y,w,M,h);i(u,_.x,_.y,g.x,g.y,x.x+x.w,x.y,w,M,h),i(u,_.x,_.y,y.x,y.y,x.x,x.y+x.h,w,M,h),i(u,_.x,_.y,b.x,b.y,x.x+x.w,x.y+x.h,w,M,h),l.emplaceBack(k,k+1,k+2),l.emplaceBack(k+1,k+2,k+3)}}}},n.prototype.updateIcons=function(t){this.recalculateStyleLayers();var e=this.layer.layout[\"icon-image\"];if(e)for(var r=0;r<this.features.length;r++){var n=c(this.features[r].properties,e);n&&(t[n]=!0)}},n.prototype.updateFont=function(t){this.recalculateStyleLayers();var e=this.layer.layout[\"text-font\"],r=t[e]=t[e]||{};this.textFeatures=d(this.features,this.layer.layout,r)},n.prototype.addToDebugBuffers=function(t){for(var e=this.makeRoomFor(\"collisionBox\",0),r=e.layout.vertex,n=-t.angle,i=t.yStretch,o=0;o<this.symbolInstances.length;o++)for(var s=0;2>s;s++){var l=this.symbolInstances[o][0===s?\"textCollisionFeature\":\"iconCollisionFeature\"];if(l)for(var u=l.boxStartIndex;u<l.boxEndIndex;u++){var c=this.collisionBoxArray.get(u),h=c.anchorPoint,f=new a(c.x1,c.y1*i)._rotate(n),d=new a(c.x2,c.y1*i)._rotate(n),p=new a(c.x1,c.y2*i)._rotate(n),v=new a(c.x2,c.y2*i)._rotate(n),m=Math.max(0,Math.min(25,this.zoom+Math.log(c.maxScale)/Math.LN2)),g=Math.max(0,Math.min(25,this.zoom+Math.log(c.placementScale)/Math.LN2));this.addCollisionBoxVertex(r,h,f,m,g),this.addCollisionBoxVertex(r,h,d,m,g),this.addCollisionBoxVertex(r,h,d,m,g),this.addCollisionBoxVertex(r,h,v,m,g),this.addCollisionBoxVertex(r,h,v,m,g),this.addCollisionBoxVertex(r,h,p,m,g),this.addCollisionBoxVertex(r,h,p,m,g),this.addCollisionBoxVertex(r,h,f,m,g)}}}},{\"../../symbol/anchor\":303,\"../../symbol/clip_line\":305,\"../../symbol/collision_feature\":307,\"../../symbol/get_anchors\":309,\n",
       "\"../../symbol/mergelines\":312,\"../../symbol/quads\":313,\"../../symbol/resolve_text\":314,\"../../symbol/shaping\":315,\"../../util/token\":348,\"../../util/util\":349,\"../bucket\":247,\"../load_geometry\":254,\"point-geometry\":404}],252:[function(t,e,r){\"use strict\";function n(t,e,r){this.arrayBuffer=t.arrayBuffer,this.length=t.length,this.attributes=e.members,this.itemSize=e.bytesPerElement,this.type=r,this.arrayType=e}var i=t(\"assert\");e.exports=n,n.prototype.bind=function(t){var e=t[this.type];this.buffer?t.bindBuffer(e,this.buffer):(this.buffer=t.createBuffer(),t.bindBuffer(e,this.buffer),t.bufferData(e,this.arrayBuffer,t.STATIC_DRAW),this.arrayBuffer=null)};var o={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\"};n.prototype.setVertexAttribPointers=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=this.attributes[r],a=e[n.name];i(void 0!==a,'array member \"'+n.name+'\" name does not match shader attribute name'),t.vertexAttribPointer(a,n.components,t[o[n.type]],!1,this.arrayType.bytesPerElement,n.offset)}},n.prototype.destroy=function(t){this.buffer&&t.deleteBuffer(this.buffer)},n.BufferType={VERTEX:\"ARRAY_BUFFER\",ELEMENT:\"ELEMENT_ARRAY_BUFFER\"},n.ELEMENT_ATTRIBUTE_TYPE=\"Uint16\",n.VERTEX_ATTRIBUTE_ALIGNMENT=4},{assert:52}],253:[function(t,e,r){\"use strict\";function n(t,e,r){if(t.grid){var n=t,i=e;t=n.coord,e=n.overscaling,this.grid=new p(n.grid),this.featureIndexArray=new k(n.featureIndexArray),this.rawTileData=i,this.bucketLayerIDs=n.bucketLayerIDs}else this.grid=new p(h,16,0),this.featureIndexArray=new k;this.coord=t,this.overscaling=e,this.x=t.x,this.y=t.y,this.z=t.z-Math.log(e)/Math.LN2,this.setCollisionTile(r)}function i(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function o(t,e){return e-t}function a(t){return t[\"line-gap-width\"]>0?t[\"line-gap-width\"]+2*t[\"line-width\"]:t[\"line-width\"]}function s(t,e,r,n,i){if(!e[0]&&!e[1])return t;e=u.convert(e),\"viewport\"===r&&e._rotate(-n);for(var o=[],a=0;a<t.length;a++){for(var s=t[a],l=[],c=0;c<s.length;c++)l.push(s[c].sub(e._mult(i)));o.push(l)}return o}function l(t,e){for(var r=[],n=new u(0,0),i=0;i<t.length;i++){for(var o=t[i],a=[],s=0;s<o.length;s++){var l=o[s-1],c=o[s],h=o[s+1],f=0===s?n:c.sub(l)._unit()._perp(),d=s===o.length-1?n:h.sub(c)._unit()._perp(),p=f._add(d)._unit(),v=p.x*d.x+p.y*d.y;p._mult(1/v),a.push(p._mult(e)._add(c))}r.push(a)}return r}var u=t(\"point-geometry\"),c=t(\"./load_geometry\"),h=t(\"./bucket\").EXTENT,f=t(\"feature-filter\"),d=t(\"../util/struct_array\"),p=t(\"grid-index\"),v=t(\"../util/dictionary_coder\"),m=t(\"vector-tile\"),g=t(\"pbf\"),y=t(\"../util/vectortile_to_geojson\"),b=t(\"../util/util\").arraysIntersect,x=t(\"../util/intersection_tests\"),_=x.multiPolygonIntersectsBufferedMultiPoint,w=x.multiPolygonIntersectsMultiPolygon,M=x.multiPolygonIntersectsBufferedMultiLine,k=new d({members:[{type:\"Uint32\",name:\"featureIndex\"},{type:\"Uint16\",name:\"sourceLayerIndex\"},{type:\"Uint16\",name:\"bucketIndex\"}]});e.exports=n,n.prototype.insert=function(t,e,r,n){var i=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(e,r,n);for(var o=c(t),a=0;a<o.length;a++){for(var s=o[a],l=[1/0,1/0,-(1/0),-(1/0)],u=0;u<s.length;u++){var h=s[u];l[0]=Math.min(l[0],h.x),l[1]=Math.min(l[1],h.y),l[2]=Math.max(l[2],h.x),l[3]=Math.max(l[3],h.y)}this.grid.insert(i,l[0],l[1],l[2],l[3])}},n.prototype.setCollisionTile=function(t){this.collisionTile=t},n.prototype.serialize=function(){var t={coord:this.coord,overscaling:this.overscaling,grid:this.grid.toArrayBuffer(),featureIndexArray:this.featureIndexArray.serialize(),bucketLayerIDs:this.bucketLayerIDs};return{data:t,transferables:[t.grid,t.featureIndexArray.arrayBuffer]}},n.prototype.query=function(t,e){this.vtLayers||(this.vtLayers=new m.VectorTile(new g(new Uint8Array(this.rawTileData))).layers,this.sourceLayerCoder=new v(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"]));var r={},n=t.params||{},s=h/t.tileSize/t.scale,l=f(n.filter),c=0;for(var d in e){var p=e[d],y=p.paint,b=0;\"line\"===p.type?b=a(y)/2+Math.abs(y[\"line-offset\"])+i(y[\"line-translate\"]):\"fill\"===p.type?b=i(y[\"fill-translate\"]):\"circle\"===p.type&&(b=y[\"circle-radius\"]+i(y[\"circle-translate\"])),c=Math.max(c,b*s)}for(var x=t.queryGeometry.map(function(t){return t.map(function(t){return new u(t.x,t.y)})}),_=1/0,w=1/0,M=-(1/0),k=-(1/0),A=0;A<x.length;A++)for(var T=x[A],E=0;E<T.length;E++){var S=T[E];_=Math.min(_,S.x),w=Math.min(w,S.y),M=Math.max(M,S.x),k=Math.max(k,S.y)}var L=this.grid.query(_-c,w-c,M+c,k+c);L.sort(o),this.filterMatching(r,L,this.featureIndexArray,x,l,n.layers,e,t.bearing,s);var z=this.collisionTile.queryRenderedSymbols(_,w,M,k,t.scale);return z.sort(),this.filterMatching(r,z,this.collisionTile.collisionBoxArray,x,l,n.layers,e,t.bearing,s),r},n.prototype.filterMatching=function(t,e,r,n,i,o,u,h,f){for(var d,p=0;p<e.length;p++){var v=e[p];if(v!==d){d=v;var m=r.get(v),g=this.bucketLayerIDs[m.bucketIndex];if(!o||b(o,g)){var x=this.sourceLayerCoder.decode(m.sourceLayerIndex),k=this.vtLayers[x],A=k.feature(m.featureIndex);if(i(A))for(var T=null,E=0;E<g.length;E++){var S=g[E];if(!(o&&o.indexOf(S)<0)){var L=u[S];if(L){var z;if(\"symbol\"!==L.type){T||(T=c(A));var I=L.paint;if(\"line\"===L.type){z=s(n,I[\"line-translate\"],I[\"line-translate-anchor\"],h,f);var P=a(I)/2*f;if(I[\"line-offset\"]&&(T=l(T,I[\"line-offset\"]*f)),!M(z,T,P))continue}else if(\"fill\"===L.type){if(z=s(n,I[\"fill-translate\"],I[\"fill-translate-anchor\"],h,f),!w(z,T))continue}else if(\"circle\"===L.type){z=s(n,I[\"circle-translate\"],I[\"circle-translate-anchor\"],h,f);var C=I[\"circle-radius\"]*f;if(!_(z,T,C))continue}}var R=new y(A,this.z,this.x,this.y);R.layer=L.serialize({includeRefProperties:!0});var D=t[S];void 0===D&&(D=t[S]=[]),D.push(R)}}}}}}}},{\"../util/dictionary_coder\":340,\"../util/intersection_tests\":344,\"../util/struct_array\":347,\"../util/util\":349,\"../util/vectortile_to_geojson\":350,\"./bucket\":247,\"./load_geometry\":254,\"feature-filter\":352,\"grid-index\":373,pbf:402,\"point-geometry\":404,\"vector-tile\":413}],254:[function(t,e,r){\"use strict\";var n=t(\"./bucket\").EXTENT,i=-2*n,o=2*n-1,a=!1;e.exports=function(t){for(var e=n/t.extent,r=t.loadGeometry(),s=0;s<r.length;s++)for(var l=r[s],u=0;u<l.length;u++){var c=l[u];c.x=Math.round(c.x*e),c.y=Math.round(c.y*e),a===!1&&(c.x<i||c.x>o||c.y<i||c.y>o)&&(console.warn(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),a=!0)}return r}},{\"./bucket\":247}],255:[function(t,e,r){\"use strict\";function n(t,e,r){this.column=t,this.row=e,this.zoom=r}e.exports=n,n.prototype={clone:function(){return new n(this.column,this.row,this.zoom)},zoomTo:function(t){return this.clone()._zoomTo(t)},sub:function(t){return this.clone()._sub(t)},_zoomTo:function(t){var e=Math.pow(2,t-this.zoom);return this.column*=e,this.row*=e,this.zoom=t,this},_sub:function(t){return t=t.zoomTo(this.zoom),this.column-=t.column,this.row-=t.row,this}}},{}],256:[function(t,e,r){\"use strict\";function n(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\")}e.exports=n;var i=t(\"../util/util\").wrap;n.prototype.wrap=function(){return new n(i(this.lng,-180,180),this.lat)},n.prototype.toArray=function(){return[this.lng,this.lat]},n.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},n.convert=function(t){return t instanceof n?t:Array.isArray(t)?new n(t[0],t[1]):t}},{\"../util/util\":349}],257:[function(t,e,r){\"use strict\";function n(t,e){t&&(e?this.extend(t).extend(e):4===t.length?this.extend([t[0],t[1]]).extend([t[2],t[3]]):this.extend(t[0]).extend(t[1]))}e.exports=n;var i=t(\"./lng_lat\");n.prototype={extend:function(t){var e,r,o=this._sw,a=this._ne;if(t instanceof i)e=t,r=t;else{if(!(t instanceof n))return t?this.extend(i.convert(t)||n.convert(t)):this;if(e=t._sw,r=t._ne,!e||!r)return this}return o||a?(o.lng=Math.min(e.lng,o.lng),o.lat=Math.min(e.lat,o.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new i(e.lng,e.lat),this._ne=new i(r.lng,r.lat)),this},getCenter:function(){return new i((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},getSouthWest:function(){return this._sw},getNorthEast:function(){return this._ne},getNorthWest:function(){return new i(this.getWest(),this.getNorth())},getSouthEast:function(){return new i(this.getEast(),this.getSouth())},getWest:function(){return this._sw.lng},getSouth:function(){return this._sw.lat},getEast:function(){return this._ne.lng},getNorth:function(){return this._ne.lat},toArray:function(){return[this._sw.toArray(),this._ne.toArray()]},toString:function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"}},n.convert=function(t){return!t||t instanceof n?t:new n(t)}},{\"./lng_lat\":256}],258:[function(t,e,r){\"use strict\";function n(t,e){this.tileSize=512,this._minZoom=t||0,this._maxZoom=e||22,this.latRange=[-85.05113,85.05113],this.width=0,this.height=0,this._center=new i(0,0),this.zoom=0,this.angle=0,this._altitude=1.5,this._pitch=0,this._unmodified=!0}var i=t(\"./lng_lat\"),o=t(\"point-geometry\"),a=t(\"./coordinate\"),s=t(\"../util/util\").wrap,l=t(\"../util/interpolate\"),u=t(\"../source/tile_coord\"),c=t(\"../data/bucket\").EXTENT,h=t(\"gl-matrix\"),f=h.vec4,d=h.mat4,p=h.mat2;e.exports=n,n.prototype={get minZoom(){return this._minZoom},set minZoom(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},get maxZoom(){return this._maxZoom},set maxZoom(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},get worldSize(){return this.tileSize*this.scale},get centerPoint(){return this.size._div(2)},get size(){return new o(this.width,this.height)},get bearing(){return-this.angle/Math.PI*180},set bearing(t){var e=-s(t,-180,180)*Math.PI/180;this.angle!==e&&(this._unmodified=!1,this.angle=e,this._calcProjMatrix(),this.rotationMatrix=p.create(),p.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},get pitch(){return this._pitch/Math.PI*180},set pitch(t){var e=Math.min(60,t)/180*Math.PI;this._pitch!==e&&(this._unmodified=!1,this._pitch=e,this._calcProjMatrix())},get altitude(){return this._altitude},set altitude(t){var e=Math.max(.75,t);this._altitude!==e&&(this._unmodified=!1,this._altitude=e,this._calcProjMatrix())},get zoom(){return this._zoom},set zoom(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._calcProjMatrix(),this._constrain())},get center(){return this._center},set center(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._calcProjMatrix(),this._constrain())},resize:function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._calcProjMatrix(),this._constrain()},get unmodified(){return this._unmodified},zoomScale:function(t){return Math.pow(2,t)},scaleZoom:function(t){return Math.log(t)/Math.LN2},project:function(t,e){return new o(this.lngX(t.lng,e),this.latY(t.lat,e))},unproject:function(t,e){return new i(this.xLng(t.x,e),this.yLat(t.y,e))},get x(){return this.lngX(this.center.lng)},get y(){return this.latY(this.center.lat)},get point(){return new o(this.x,this.y)},lngX:function(t,e){return(180+t)*(e||this.worldSize)/360},latY:function(t,e){var r=180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360));return(180-r)*(e||this.worldSize)/360},xLng:function(t,e){return 360*t/(e||this.worldSize)-180},yLat:function(t,e){var r=180-360*t/(e||this.worldSize);return 360/Math.PI*Math.atan(Math.exp(r*Math.PI/180))-90},panBy:function(t){var e=this.centerPoint._add(t);this.center=this.pointLocation(e)},setLocationAtPoint:function(t,e){var r=this.locationCoordinate(t),n=this.pointCoordinate(e),i=this.pointCoordinate(this.centerPoint),o=n._sub(r);this._unmodified=!1,this.center=this.coordinateLocation(i._sub(o))},locationPoint:function(t){return this.coordinatePoint(this.locationCoordinate(t))},pointLocation:function(t){return this.coordinateLocation(this.pointCoordinate(t))},locationCoordinate:function(t){var e=this.zoomScale(this.tileZoom)/this.worldSize,r=i.convert(t);return new a(this.lngX(r.lng)*e,this.latY(r.lat)*e,this.tileZoom)},coordinateLocation:function(t){var e=this.zoomScale(t.zoom);return new i(this.xLng(t.column,e),this.yLat(t.row,e))},pointCoordinate:function(t){var e=0,r=this.coordinatePointMatrix(this.tileZoom);if(d.invert(r,r),!r)throw new Error(\"failed to invert matrix\");var n=[t.x,t.y,0,1],i=[t.x,t.y,1,1];f.transformMat4(n,n,r),f.transformMat4(i,i,r);var o=n[3],s=i[3],u=n[0]/o,c=i[0]/s,h=n[1]/o,p=i[1]/s,v=n[2]/o,m=i[2]/s,g=v===m?0:(e-v)/(m-v);return new a(l(u,c,g),l(h,p,g),this.tileZoom)},coordinatePoint:function(t){var e=this.coordinatePointMatrix(t.zoom),r=[t.column,t.row,0,1];return f.transformMat4(r,r,e),new o(r[0]/r[3],r[1]/r[3])},coordinatePointMatrix:function(t){var e=d.copy(new Float64Array(16),this.projMatrix),r=this.worldSize/this.zoomScale(t);return d.scale(e,e,[r,r,1]),d.multiply(e,this.getPixelMatrix(),e),e},getPixelMatrix:function(){var t=d.create();return d.scale(t,t,[this.width/2,-this.height/2,1]),d.translate(t,t,[1,-1,0]),t},calculatePosMatrix:function(t,e){void 0===e&&(e=1/0),t instanceof u&&(t=t.toCoordinate(e));var r=Math.min(t.zoom,e),n=this.worldSize/Math.pow(2,r),i=new Float64Array(16);return d.identity(i),d.translate(i,i,[t.column*n,t.row*n,0]),d.scale(i,i,[n/c,n/c,1]),d.multiply(i,this.projMatrix,i),new Float32Array(i)},_constrain:function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var t,e,r,n,i,a,s,l,u=this.size,c=this._unmodified;this.latRange&&(t=this.latY(this.latRange[1]),e=this.latY(this.latRange[0]),i=e-t<u.y?u.y/(e-t):0),this.lngRange&&(r=this.lngX(this.lngRange[0]),n=this.lngX(this.lngRange[1]),a=n-r<u.x?u.x/(n-r):0);var h=Math.max(a||0,i||0);if(h)return this.center=this.unproject(new o(a?(n+r)/2:this.x,i?(e+t)/2:this.y)),this.zoom+=this.scaleZoom(h),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var f=this.y,d=u.y/2;t>f-d&&(l=t+d),f+d>e&&(l=e-d)}if(this.lngRange){var p=this.x,v=u.x/2;r>p-v&&(s=r+v),p+v>n&&(s=n-v)}void 0===s&&void 0===l||(this.center=this.unproject(new o(void 0!==s?s:this.x,void 0!==l?l:this.y))),this._unmodified=c,this._constraining=!1}},_calcProjMatrix:function(){var t=new Float64Array(16),e=Math.atan(.5/this.altitude),r=Math.sin(e)*this.altitude/Math.sin(Math.PI/2-this._pitch-e),n=Math.cos(Math.PI/2-this._pitch)*r+this.altitude;d.perspective(t,2*Math.atan(this.height/2/this.altitude),this.width/this.height,.1,n),d.translate(t,t,[0,0,-this.altitude]),d.scale(t,t,[1,-1,1/this.height]),d.rotateX(t,t,this._pitch),d.rotateZ(t,t,this.angle),d.translate(t,t,[-this.x,-this.y,0]),this.projMatrix=t}}},{\"../data/bucket\":247,\"../source/tile_coord\":281,\"../util/interpolate\":343,\"../util/util\":349,\"./coordinate\":255,\"./lng_lat\":256,\"gl-matrix\":363,\"point-geometry\":404}],259:[function(t,e,r){\"use strict\";var n={\" 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o,a,s,l,u,c,h,f,d=[];for(o=0,a=t.length;a>o;o++)if(u=n[t[o]]){for(f=null,s=0,l=u[1].length;l>s;s+=2)-1===u[1][s]&&-1===u[1][s+1]?f=null:(c=e+u[1][s]*i,h=r-u[1][s+1]*i,f&&d.push(f.x,f.y,c,h),f={x:c,y:h});e+=u[0]*i}return d}},{}],260:[function(t,e,r){\"use strict\";var n=e.exports={};n.Map=t(\"./ui/map\"),n.Control=t(\"./ui/control/control\"),n.Navigation=t(\"./ui/control/navigation\"),n.Geolocate=t(\"./ui/control/geolocate\"),n.Attribution=t(\"./ui/control/attribution\"),n.Popup=t(\"./ui/popup\"),n.GeoJSONSource=t(\"./source/geojson_source\"),n.VideoSource=t(\"./source/video_source\"),n.ImageSource=t(\"./source/image_source\"),n.Style=t(\"./style/style\"),n.LngLat=t(\"./geo/lng_lat\"),n.LngLatBounds=t(\"./geo/lng_lat_bounds\"),n.Point=t(\"point-geometry\"),n.Evented=t(\"./util/evented\"),n.util=t(\"./util/util\"),n.supported=t(\"./util/browser\").supported;var i=t(\"./util/ajax\");n.util.getJSON=i.getJSON,n.util.getArrayBuffer=i.getArrayBuffer;var o=t(\"./util/config\");n.config=o,Object.defineProperty(n,\"accessToken\",{get:function(){return o.ACCESS_TOKEN},set:function(t){o.ACCESS_TOKEN=t}})},{\"./geo/lng_lat\":256,\"./geo/lng_lat_bounds\":257,\"./source/geojson_source\":274,\"./source/image_source\":276,\"./source/video_source\":284,\"./style/style\":290,\"./ui/control/attribution\":318,\"./ui/control/control\":319,\"./ui/control/geolocate\":320,\"./ui/control/navigation\":321,\"./ui/map\":331,\"./ui/popup\":332,\"./util/ajax\":334,\"./util/browser\":335,\"./util/config\":339,\"./util/evented\":341,\"./util/util\":349,\"point-geometry\":404}],261:[function(t,e,r){\"use strict\";function n(t,e,r){var n,i=t.gl,l=t.transform,u=a.premultiply(r.paint[\"background-color\"]),c=r.paint[\"background-pattern\"],h=r.paint[\"background-opacity\"],f=c?t.spriteAtlas.getPosition(c.from,!0):null,d=c?t.spriteAtlas.getPosition(c.to,!0):null;if(t.setDepthSublayer(0),f&&d){if(t.isOpaquePass)return;n=t.useProgram(\"pattern\"),i.uniform1i(n.u_image,0),i.uniform2fv(n.u_pattern_tl_a,f.tl),i.uniform2fv(n.u_pattern_br_a,f.br),i.uniform2fv(n.u_pattern_tl_b,d.tl),i.uniform2fv(n.u_pattern_br_b,d.br),i.uniform1f(n.u_opacity,h),i.uniform1f(n.u_mix,c.t),t.spriteAtlas.bind(i,!0),t.tileExtentPatternVAO.bind(i,n,t.tileExtentBuffer)}else{if(t.isOpaquePass!==(1===u[3]))return;n=t.useProgram(\"fill\"),i.uniform4fv(n.u_color,u),i.uniform1f(n.u_opacity,h),t.tileExtentVAO.bind(i,n,t.tileExtentBuffer)}i.disable(i.STENCIL_TEST);for(var p=o.coveringTiles(l),v=0;v<p.length;v++){var m=p[v],g=512;if(f&&d){var y=[f.size[0]*c.fromScale,f.size[1]*c.fromScale],b=[d.size[0]*c.toScale,d.size[1]*c.toScale],x={coord:m,tileSize:g};i.uniform2fv(n.u_patternscale_a,[1/s(x,y[0],t.transform.tileZoom),1/s(x,y[1],t.transform.tileZoom)]),i.uniform2fv(n.u_patternscale_b,[1/s(x,b[0],t.transform.tileZoom),1/s(x,b[1],t.transform.tileZoom)]);var _=g*Math.pow(2,t.transform.tileZoom-m.z),w=_/y[0]%1*(m.x+m.w*Math.pow(2,m.z)),M=_/y[1]%1*m.y,k=_/b[0]%1*(m.x+m.w*Math.pow(2,m.z)),A=_/b[1]%1*m.y;i.uniform2fv(n.u_offset_a,[w,M]),i.uniform2fv(n.u_offset_b,[k,A])}i.uniformMatrix4fv(n.u_matrix,!1,t.transform.calculatePosMatrix(m)),i.drawArrays(i.TRIANGLE_STRIP,0,t.tileExtentBuffer.length)}i.stencilMask(0),i.stencilFunc(i.EQUAL,128,128)}var i=t(\"../source/tile_pyramid\"),o=new i({tileSize:512}),a=t(\"../util/util\"),s=t(\"../source/pixels_to_tile_units\");e.exports=n},{\"../source/pixels_to_tile_units\":277,\"../source/tile_pyramid\":282,\"../util/util\":349}],262:[function(t,e,r){\"use strict\";function n(t,e,r,n){if(!t.isOpaquePass){var o=t.gl;t.setDepthSublayer(0),t.depthMask(!1),o.disable(o.STENCIL_TEST);for(var a=0;a<n.length;a++){var s=n[a],l=e.getTile(s),u=l.getBucket(r);if(u){var c=u.bufferGroups.circle;if(c){var h=t.useProgram(\"circle\",u.getProgramMacros(\"circle\",r));o.uniform2fv(h.u_extrude_scale,t.transform.pixelsToGLUnits),o.uniform1f(h.u_blur,r.paint[\"circle-blur\"]),o.uniform1f(h.u_devicepixelratio,i.devicePixelRatio),o.uniform1f(h.u_opacity,r.paint[\"circle-opacity\"]),o.uniformMatrix4fv(h.u_matrix,!1,t.translatePosMatrix(s.posMatrix,l,r.paint[\"circle-translate\"],r.paint[\"circle-translate-anchor\"])),u.setUniforms(o,\"circle\",h,r,{zoom:t.transform.zoom});for(var f=0;f<c.length;f++){var d=c[f];d.vaos[r.id].bind(o,h,d.layout.vertex,d.layout.element,d.paint[r.id]),o.drawElements(o.TRIANGLES,3*d.layout.element.length,o.UNSIGNED_SHORT,0)}}}}}}var i=t(\"../util/browser\");e.exports=n},{\"../util/browser\":335}],263:[function(t,e,r){\"use strict\";function n(t,e,r,n){var i=t.gl;i.enable(i.STENCIL_TEST);for(var o=t.useProgram(\"collisionbox\"),a=0;a<n.length;a++){var s=n[a],l=e.getTile(s),u=l.getBucket(r);if(u){var c=u.bufferGroups.collisionBox;if(c&&c.length){var h=c[0];0!==h.layout.vertex.length&&(i.uniformMatrix4fv(o.u_matrix,!1,s.posMatrix),t.enableTileClippingMask(s),t.lineWidth(1),i.uniform1f(o.u_scale,Math.pow(2,t.transform.zoom-l.coord.z)),i.uniform1f(o.u_zoom,10*t.transform.zoom),i.uniform1f(o.u_maxzoom,10*(l.coord.z+1)),h.vaos[r.id].bind(i,o,h.layout.vertex),i.drawArrays(i.LINES,0,h.layout.vertex.length))}}}}e.exports=n},{}],264:[function(t,e,r){\"use strict\";function n(t,e,r){if(!t.isOpaquePass&&t.options.debug)for(var n=0;n<r.length;n++)i(t,e,r[n])}function i(t,e,r){var n=t.gl;n.disable(n.STENCIL_TEST),t.lineWidth(1*a.devicePixelRatio);var i=r.posMatrix,h=t.useProgram(\"debug\");n.uniformMatrix4fv(h.u_matrix,!1,i),n.uniform4f(h.u_color,1,0,0,1),t.debugVAO.bind(n,h,t.debugBuffer),n.drawArrays(n.LINE_STRIP,0,t.debugBuffer.length);for(var f=o(r.toString(),50,200,5),d=new t.PosArray,p=0;p<f.length;p+=2)d.emplaceBack(f[p],f[p+1]);var v=new u(d.serialize(),t.PosArray.serialize(),u.BufferType.VERTEX),m=new c;m.bind(n,h,v),n.uniform4f(h.u_color,1,1,1,1);for(var g=e.getTile(r).tileSize,y=l/(Math.pow(2,t.transform.zoom-r.z)*g),b=[[-1,-1],[-1,1],[1,-1],[1,1]],x=0;x<b.length;x++){var _=b[x];n.uniformMatrix4fv(h.u_matrix,!1,s.translate([],i,[y*_[0],y*_[1],0])),n.drawArrays(n.LINES,0,v.length)}n.uniform4f(h.u_color,0,0,0,1),n.uniformMatrix4fv(h.u_matrix,!1,i),n.drawArrays(n.LINES,0,v.length)}var o=t(\"../lib/debugtext\"),a=t(\"../util/browser\"),s=t(\"gl-matrix\").mat4,l=t(\"../data/bucket\").EXTENT,u=t(\"../data/buffer\"),c=t(\"./vertex_array_object\");e.exports=n},{\"../data/bucket\":247,\"../data/buffer\":252,\"../lib/debugtext\":259,\"../util/browser\":335,\"./vertex_array_object\":273,\"gl-matrix\":363}],265:[function(t,e,r){\"use strict\";function n(t,e,r,n){var a=t.gl;a.enable(a.STENCIL_TEST);var l=s.premultiply(r.paint[\"fill-color\"]),u=r.paint[\"fill-pattern\"],c=s.premultiply(r.paint[\"fill-outline-color\"]),h=r.paint[\"fill-opacity\"];if(u?!t.isOpaquePass:t.isOpaquePass===(1===l[3]&&1===h))for(var f=0;f<n.length;f++)i(t,e,r,n[f]);if(!t.isOpaquePass&&r.paint[\"fill-antialias\"])if(c||!r.paint[\"fill-pattern\"]){var d=t.useProgram(\"outline\");t.lineWidth(2),t.depthMask(!1),c?t.setDepthSublayer(2):t.setDepthSublayer(0),a.uniform2f(d.u_world,a.drawingBufferWidth,a.drawingBufferHeight),a.uniform4fv(d.u_color,c?c:l),a.uniform1f(d.u_opacity,h);for(var p=0;p<n.length;p++)o(t,e,r,n[p])}else{var v=t.useProgram(\"outlinepattern\");t.lineWidth(2),t.depthMask(!1),t.setDepthSublayer(0),a.uniform2f(v.u_world,a.drawingBufferWidth,a.drawingBufferHeight);for(var m=0;m<n.length;m++)o(t,e,r,n[m])}}function i(t,e,r,n){var i=e.getTile(n),o=i.getBucket(r);if(o){var l=o.bufferGroups.fill;if(l){var u=t.gl,c=s.premultiply(r.paint[\"fill-color\"]),h=r.paint[\"fill-pattern\"],f=r.paint[\"fill-opacity\"],d=n.posMatrix,p=t.translatePosMatrix(d,i,r.paint[\"fill-translate\"],r.paint[\"fill-translate-anchor\"]);t.setDepthSublayer(1),u.stencilMask(7),u.clear(u.STENCIL_BUFFER_BIT),t.enableTileClippingMask(n),u.stencilOpSeparate(u.FRONT,u.KEEP,u.KEEP,u.INCR_WRAP),u.stencilOpSeparate(u.BACK,u.KEEP,u.KEEP,u.DECR_WRAP),u.colorMask(!1,!1,!1,!1),t.depthMask(!1);var v=t.useProgram(\"fill\");u.uniformMatrix4fv(v.u_matrix,!1,p);for(var m=0;m<l.length;m++){var g=l[m];g.vaos[r.id].bind(u,v,g.layout.vertex,g.layout.element),u.drawElements(u.TRIANGLES,3*g.layout.element.length,u.UNSIGNED_SHORT,0)}u.colorMask(!0,!0,!0,!0),t.depthMask(!0),u.stencilOp(u.KEEP,u.KEEP,u.KEEP),u.stencilMask(0);var y;h?(y=t.useProgram(\"pattern\"),a(h,f,i,n,t,y),u.activeTexture(u.TEXTURE0),t.spriteAtlas.bind(u,!0),t.tileExtentPatternVAO.bind(u,y,t.tileExtentBuffer)):(y=t.useProgram(\"fill\"),u.uniform4fv(v.u_color,c),u.uniform1f(v.u_opacity,f),t.tileExtentVAO.bind(u,y,t.tileExtentBuffer)),u.uniformMatrix4fv(y.u_matrix,!1,d),u.stencilFunc(u.NOTEQUAL,0,7),u.drawArrays(u.TRIANGLE_STRIP,0,t.tileExtentBuffer.length),u.stencilMask(0)}}}function o(t,e,r,n){var i=e.getTile(n),o=i.getBucket(r);if(o){var s=t.gl,l=o.bufferGroups.fill,u=r.paint[\"fill-pattern\"],c=r.paint[\"fill-opacity\"],h=u?t.useProgram(\"outlinepattern\"):t.useProgram(\"outline\");s.uniformMatrix4fv(h.u_matrix,!1,t.translatePosMatrix(n.posMatrix,i,r.paint[\"fill-translate\"],r.paint[\"fill-translate-anchor\"])),u&&a(u,c,i,n,t,h),t.enableTileClippingMask(n);for(var f=0;f<l.length;f++){var d=l[f];d.secondVaos[r.id].bind(s,h,d.layout.vertex,d.layout.element2),s.drawElements(s.LINES,2*d.layout.element2.length,s.UNSIGNED_SHORT,0)}}}function a(t,e,r,n,i,o){var a=i.gl,s=i.spriteAtlas.getPosition(t.from,!0),u=i.spriteAtlas.getPosition(t.to,!0);if(s&&u){a.uniform1i(o.u_image,0),a.uniform2fv(o.u_pattern_tl_a,s.tl),a.uniform2fv(o.u_pattern_br_a,s.br),a.uniform2fv(o.u_pattern_tl_b,u.tl),a.uniform2fv(o.u_pattern_br_b,u.br),a.uniform1f(o.u_opacity,e),a.uniform1f(o.u_mix,t.t);var c=[s.size[0]*t.fromScale,s.size[1]*t.fromScale],h=[u.size[0]*t.toScale,u.size[1]*t.toScale];a.uniform2fv(o.u_patternscale_a,[1/l(r,c[0],i.transform.tileZoom),1/l(r,c[1],i.transform.tileZoom)]),a.uniform2fv(o.u_patternscale_b,[1/l(r,h[0],i.transform.tileZoom),1/l(r,h[1],i.transform.tileZoom)]);var f=r.tileSize*Math.pow(2,i.transform.tileZoom-r.coord.z),d=f/c[0]%1*(r.coord.x+n.w*Math.pow(2,r.coord.z)),p=f/c[1]%1*r.coord.y,v=f/h[0]%1*(r.coord.x+n.w*Math.pow(2,r.coord.z)),m=f/h[1]%1*r.coord.y;a.uniform2fv(o.u_offset_a,[d,p]),a.uniform2fv(o.u_offset_b,[v,m]),a.activeTexture(a.TEXTURE0),i.spriteAtlas.bind(a,!0)}}var s=t(\"../util/util\"),l=t(\"../source/pixels_to_tile_units\");e.exports=n},{\n",
       "\"../source/pixels_to_tile_units\":277,\"../util/util\":349}],266:[function(t,e,r){\"use strict\";var n=t(\"../util/browser\"),i=t(\"gl-matrix\").mat2,o=t(\"../util/util\"),a=t(\"../source/pixels_to_tile_units\");e.exports=function(t,e,r,s){if(!t.isOpaquePass){t.setDepthSublayer(0),t.depthMask(!1);var l=t.gl;if(l.enable(l.STENCIL_TEST),!(r.paint[\"line-width\"]<=0)){var u=1/n.devicePixelRatio,c=r.paint[\"line-blur\"]+u,h=r.paint[\"line-width\"]/2,f=-1,d=0,p=0;r.paint[\"line-gap-width\"]>0&&(f=r.paint[\"line-gap-width\"]/2+.5*u,h=r.paint[\"line-width\"],d=f-u/2);var v=d+h+u/2+p,m=o.premultiply(r.paint[\"line-color\"]),g=t.transform,y=i.create();i.scale(y,y,[1,Math.cos(g._pitch)]),i.rotate(y,y,t.transform.angle);var b,x,_,w,M,k=Math.sqrt(g.height*g.height/4*(1+g.altitude*g.altitude)),A=g.height/2*Math.tan(g._pitch),T=(k+A)/k-1,E=r.paint[\"line-dasharray\"],S=r.paint[\"line-pattern\"];if(E)b=t.useProgram(\"linesdfpattern\"),l.uniform2fv(b.u_linewidth,[v,f]),l.uniform1f(b.u_blur,c),l.uniform4fv(b.u_color,m),l.uniform1f(b.u_opacity,r.paint[\"line-opacity\"]),x=t.lineAtlas.getDash(E.from,\"round\"===r.layout[\"line-cap\"]),_=t.lineAtlas.getDash(E.to,\"round\"===r.layout[\"line-cap\"]),l.uniform1i(b.u_image,0),l.activeTexture(l.TEXTURE0),t.lineAtlas.bind(l),l.uniform1f(b.u_tex_y_a,x.y),l.uniform1f(b.u_tex_y_b,_.y),l.uniform1f(b.u_mix,E.t),l.uniform1f(b.u_extra,T),l.uniform1f(b.u_offset,-r.paint[\"line-offset\"]),l.uniformMatrix2fv(b.u_antialiasingmatrix,!1,y);else if(S){if(w=t.spriteAtlas.getPosition(S.from,!0),M=t.spriteAtlas.getPosition(S.to,!0),!w||!M)return;b=t.useProgram(\"linepattern\"),l.uniform1i(b.u_image,0),l.activeTexture(l.TEXTURE0),t.spriteAtlas.bind(l,!0),l.uniform2fv(b.u_linewidth,[v,f]),l.uniform1f(b.u_blur,c),l.uniform2fv(b.u_pattern_tl_a,w.tl),l.uniform2fv(b.u_pattern_br_a,w.br),l.uniform2fv(b.u_pattern_tl_b,M.tl),l.uniform2fv(b.u_pattern_br_b,M.br),l.uniform1f(b.u_fade,S.t),l.uniform1f(b.u_opacity,r.paint[\"line-opacity\"]),l.uniform1f(b.u_extra,T),l.uniform1f(b.u_offset,-r.paint[\"line-offset\"]),l.uniformMatrix2fv(b.u_antialiasingmatrix,!1,y)}else b=t.useProgram(\"line\"),l.uniform2fv(b.u_linewidth,[v,f]),l.uniform1f(b.u_blur,c),l.uniform1f(b.u_extra,T),l.uniform1f(b.u_offset,-r.paint[\"line-offset\"]),l.uniformMatrix2fv(b.u_antialiasingmatrix,!1,y),l.uniform4fv(b.u_color,m),l.uniform1f(b.u_opacity,r.paint[\"line-opacity\"]);for(var L=0;L<s.length;L++){var z=s[L],I=e.getTile(z),P=I.getBucket(r);if(P){var C=P.bufferGroups.line;if(C){t.enableTileClippingMask(z);var R=t.translatePosMatrix(z.posMatrix,I,r.paint[\"line-translate\"],r.paint[\"line-translate-anchor\"]);l.uniformMatrix4fv(b.u_matrix,!1,R);var D=1/a(I,1,t.transform.zoom);if(E){var O=x.width*E.fromScale,F=_.width*E.toScale,j=[1/a(I,O,t.transform.tileZoom),-x.height/2],N=[1/a(I,F,t.transform.tileZoom),-_.height/2],B=t.lineAtlas.width/(256*Math.min(O,F)*n.devicePixelRatio)/2;l.uniform1f(b.u_ratio,D),l.uniform2fv(b.u_patternscale_a,j),l.uniform2fv(b.u_patternscale_b,N),l.uniform1f(b.u_sdfgamma,B)}else S?(l.uniform1f(b.u_ratio,D),l.uniform2fv(b.u_pattern_size_a,[a(I,w.size[0]*S.fromScale,t.transform.tileZoom),M.size[1]]),l.uniform2fv(b.u_pattern_size_b,[a(I,M.size[0]*S.toScale,t.transform.tileZoom),M.size[1]])):l.uniform1f(b.u_ratio,D);for(var U=0;U<C.length;U++){var V=C[U];V.vaos[r.id].bind(l,b,V.layout.vertex,V.layout.element),l.drawElements(l.TRIANGLES,3*V.layout.element.length,l.UNSIGNED_SHORT,0)}}}}}}}},{\"../source/pixels_to_tile_units\":277,\"../util/browser\":335,\"../util/util\":349,\"gl-matrix\":363}],267:[function(t,e,r){\"use strict\";function n(t,e,r,n){if(!t.isOpaquePass){var o=t.gl;o.enable(o.DEPTH_TEST),t.depthMask(!0),o.depthFunc(o.LESS);for(var a=n.length&&n[0].z,s=0;s<n.length;s++){var l=n[s];t.setDepthSublayer(l.z-a),i(t,e,r,l)}o.depthFunc(o.LEQUAL)}}function i(t,e,r,n){var i=t.gl;i.disable(i.STENCIL_TEST);var u=e.getTile(n),c=t.transform.calculatePosMatrix(n,e.maxzoom),h=t.useProgram(\"raster\");i.uniformMatrix4fv(h.u_matrix,!1,c),i.uniform1f(h.u_brightness_low,r.paint[\"raster-brightness-min\"]),i.uniform1f(h.u_brightness_high,r.paint[\"raster-brightness-max\"]),i.uniform1f(h.u_saturation_factor,s(r.paint[\"raster-saturation\"])),i.uniform1f(h.u_contrast_factor,a(r.paint[\"raster-contrast\"])),i.uniform3fv(h.u_spin_weights,o(r.paint[\"raster-hue-rotate\"]));var f,d,p=u.source&&u.source._pyramid.findLoadedParent(n,0,{}),v=l(u,p,r,t.transform);i.activeTexture(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,u.texture),p?(i.activeTexture(i.TEXTURE1),i.bindTexture(i.TEXTURE_2D,p.texture),f=Math.pow(2,p.coord.z-u.coord.z),d=[u.coord.x*f%1,u.coord.y*f%1]):v[1]=0,i.uniform2fv(h.u_tl_parent,d||[0,0]),i.uniform1f(h.u_scale_parent,f||1),i.uniform1f(h.u_buffer_scale,1),i.uniform1f(h.u_opacity0,v[0]),i.uniform1f(h.u_opacity1,v[1]),i.uniform1i(h.u_image0,0),i.uniform1i(h.u_image1,1);var m=u.boundsBuffer||t.rasterBoundsBuffer,g=u.boundsVAO||t.rasterBoundsVAO;g.bind(i,h,m),i.drawArrays(i.TRIANGLE_STRIP,0,m.length)}function o(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]}function a(t){return t>0?1/(1-t):1+t}function s(t){return t>0?1-1/(1.001-t):-t}function l(t,e,r,n){var i=[1,0],o=r.paint[\"raster-fade-duration\"];if(t.source&&o>0){var a=(new Date).getTime(),s=(a-t.timeAdded)/o,l=e?(a-e.timeAdded)/o:-1,c=t.source._pyramid.coveringZoomLevel(n),h=e?Math.abs(e.coord.z-c)>Math.abs(t.coord.z-c):!1;!e||h?(i[0]=u.clamp(s,0,1),i[1]=1-i[0]):(i[0]=u.clamp(1-l,0,1),i[1]=1-i[0])}var f=r.paint[\"raster-opacity\"];return i[0]*=f,i[1]*=f,i}var u=t(\"../util/util\"),c=t(\"../util/struct_array\");e.exports=n,n.RasterBoundsArray=new c({members:[{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]})},{\"../util/struct_array\":347,\"../util/util\":349}],268:[function(t,e,r){\"use strict\";function n(t,e,r,n){if(!t.isOpaquePass){var o=!(r.layout[\"text-allow-overlap\"]||r.layout[\"icon-allow-overlap\"]||r.layout[\"text-ignore-placement\"]||r.layout[\"icon-ignore-placement\"]),a=t.gl;o?a.disable(a.STENCIL_TEST):a.enable(a.STENCIL_TEST),t.setDepthSublayer(0),t.depthMask(!1),a.disable(a.DEPTH_TEST),i(t,e,r,n,!1,r.paint[\"icon-translate\"],r.paint[\"icon-translate-anchor\"],r.layout[\"icon-rotation-alignment\"],r.layout[\"icon-size\"],r.paint[\"icon-halo-width\"],r.paint[\"icon-halo-color\"],r.paint[\"icon-halo-blur\"],r.paint[\"icon-opacity\"],r.paint[\"icon-color\"]),i(t,e,r,n,!0,r.paint[\"text-translate\"],r.paint[\"text-translate-anchor\"],r.layout[\"text-rotation-alignment\"],r.layout[\"text-size\"],r.paint[\"text-halo-width\"],r.paint[\"text-halo-color\"],r.paint[\"text-halo-blur\"],r.paint[\"text-opacity\"],r.paint[\"text-color\"]),a.enable(a.DEPTH_TEST),s(t,e,r,n)}}function i(t,e,r,n,i,a,s,u,c,h,f,d,p,v){f=l.premultiply(f),v=l.premultiply(v);for(var m=0;m<n.length;m++){var g=e.getTile(n[m]),y=g.getBucket(r);if(y){var b=y.bufferGroups,x=i?b.glyph:b.icon;x.length&&(t.enableTileClippingMask(n[m]),o(t,r,n[m].posMatrix,g,y,x,i,i||y.sdfIcons,!i&&y.iconsNeedLinear,i?y.adjustedTextSize:y.adjustedIconSize,y.fontstack,a,s,u,c,h,f,d,p,v))}}}function o(t,e,r,n,i,o,s,l,c,h,f,d,p,v,m,g,y,b,x,_){var w,M,k,A=t.gl,T=t.transform,E=\"map\"===v,S=s?24:1,L=m/S;E?(M=u(n,1,t.transform.zoom)*L,k=1/Math.cos(T._pitch),w=[M,M]):(M=t.transform.altitude*L,k=1,w=[T.pixelsToGLUnits[0]*M,T.pixelsToGLUnits[1]*M]);var z=Math.sqrt(T.height*T.height/4*(1+T.altitude*T.altitude)),I=T.height/2*Math.tan(T._pitch),P=(z+I)/z-1;if(s||t.style.sprite.loaded()){var C=t.useProgram(l?\"sdf\":\"icon\");if(A.uniformMatrix4fv(C.u_matrix,!1,t.translatePosMatrix(r,n,d,p)),A.uniform1i(C.u_skewed,E),A.uniform1f(C.u_extra,P),A.uniform2fv(C.u_extrude_scale,w),A.activeTexture(A.TEXTURE0),A.uniform1i(C.u_texture,0),s){var R=f&&t.glyphSource.getGlyphAtlas(f);if(!R)return;R.updateTexture(A),A.uniform2f(C.u_texsize,R.width/4,R.height/4)}else{var D=t.options.rotating||t.options.zooming,O=1!==L||a.devicePixelRatio!==t.spriteAtlas.pixelRatio||c,F=E||t.transform.pitch;t.spriteAtlas.bind(A,l||D||O||F),A.uniform2f(C.u_texsize,t.spriteAtlas.width/4,t.spriteAtlas.height/4)}var j=Math.log(m/h)/Math.LN2||0;A.uniform1f(C.u_zoom,10*(t.transform.zoom-j)),A.activeTexture(A.TEXTURE1),t.frameHistory.bind(A),A.uniform1i(C.u_fadetexture,1);var N;if(l){var B=8,U=1.19,V=6,q=.105*S/m/a.devicePixelRatio;if(g){A.uniform1f(C.u_gamma,(b*U/L/B+q)*k),A.uniform4fv(C.u_color,y),A.uniform1f(C.u_opacity,x),A.uniform1f(C.u_buffer,(V-g/L)/B);for(var G=0;G<o.length;G++)N=o[G],N.vaos[e.id].bind(A,C,N.layout.vertex,N.layout.element),A.drawElements(A.TRIANGLES,3*N.layout.element.length,A.UNSIGNED_SHORT,0)}A.uniform1f(C.u_gamma,q*k),A.uniform4fv(C.u_color,_),A.uniform1f(C.u_opacity,x),A.uniform1f(C.u_buffer,.75);for(var H=0;H<o.length;H++)N=o[H],N.vaos[e.id].bind(A,C,N.layout.vertex,N.layout.element),A.drawElements(A.TRIANGLES,3*N.layout.element.length,A.UNSIGNED_SHORT,0)}else{A.uniform1f(C.u_opacity,x);for(var X=0;X<o.length;X++)N=o[X],N.vaos[e.id].bind(A,C,N.layout.vertex,N.layout.element),A.drawElements(A.TRIANGLES,3*N.layout.element.length,A.UNSIGNED_SHORT,0)}}}var a=t(\"../util/browser\"),s=t(\"./draw_collision_debug\"),l=t(\"../util/util\"),u=t(\"../source/pixels_to_tile_units\");e.exports=n},{\"../source/pixels_to_tile_units\":277,\"../util/browser\":335,\"../util/util\":349,\"./draw_collision_debug\":263}],269:[function(t,e,r){\"use strict\";function n(){this.changeTimes=new Float64Array(256),this.changeOpacities=new Uint8Array(256),this.opacities=new Uint8ClampedArray(256),this.array=new Uint8Array(this.opacities.buffer),this.fadeDuration=300,this.previousZoom=0,this.firstFrame=!0}e.exports=n,n.prototype.record=function(t){var e=Date.now();this.firstFrame&&(e=0,this.firstFrame=!1),t=Math.floor(10*t);var r;if(t<this.previousZoom)for(r=t+1;r<=this.previousZoom;r++)this.changeTimes[r]=e,this.changeOpacities[r]=this.opacities[r];else for(r=t;r>this.previousZoom;r--)this.changeTimes[r]=e,this.changeOpacities[r]=this.opacities[r];for(r=0;256>r;r++){var n=e-this.changeTimes[r],i=n/this.fadeDuration*255;t>=r?this.opacities[r]=this.changeOpacities[r]+i:this.opacities[r]=this.changeOpacities[r]-i}this.changed=!0,this.previousZoom=t},n.prototype.bind=function(t){this.texture?(t.bindTexture(t.TEXTURE_2D,this.texture),this.changed&&(t.texSubImage2D(t.TEXTURE_2D,0,0,0,256,1,t.ALPHA,t.UNSIGNED_BYTE,this.array),this.changed=!1)):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),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),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texImage2D(t.TEXTURE_2D,0,t.ALPHA,256,1,0,t.ALPHA,t.UNSIGNED_BYTE,this.array))}},{}],270:[function(t,e,r){\"use strict\";function n(t,e){this.width=t,this.height=e,this.nextRow=0,this.bytes=4,this.data=new Uint8Array(this.width*this.height*this.bytes),this.positions={}}e.exports=n,n.prototype.setSprite=function(t){this.sprite=t},n.prototype.getDash=function(t,e){var r=t.join(\",\")+e;return this.positions[r]||(this.positions[r]=this.addDash(t,e)),this.positions[r]},n.prototype.addDash=function(t,e){var r=e?7:0,n=2*r+1,i=128;if(this.nextRow+n>this.height)return console.warn(\"LineAtlas out of space\"),null;for(var o=0,a=0;a<t.length;a++)o+=t[a];for(var s=this.width/o,l=s/2,u=t.length%2===1,c=-r;r>=c;c++)for(var h=this.nextRow+r+c,f=this.width*h,d=u?-t[t.length-1]:0,p=t[0],v=1,m=0;m<this.width;m++){for(;m/s>p;)d=p,p+=t[v],u&&v===t.length-1&&(p+=t[0]),v++;var g,y=Math.abs(m-d*s),b=Math.abs(m-p*s),x=Math.min(y,b),_=v%2===1;if(e){var w=r?c/r*(l+1):0;if(_){var M=l-Math.abs(w);g=Math.sqrt(x*x+M*M)}else g=l-Math.sqrt(x*x+w*w)}else g=(_?1:-1)*x;this.data[3+4*(f+m)]=Math.max(0,Math.min(255,g+i))}var k={y:(this.nextRow+r+.5)/this.height,height:2*r/this.height,width:o};return this.nextRow+=n,this.dirty=!0,k},n.prototype.bind=function(t){this.texture?(t.bindTexture(t.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,t.texSubImage2D(t.TEXTURE_2D,0,0,0,this.width,this.height,t.RGBA,t.UNSIGNED_BYTE,this.data))):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.REPEAT),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.REPEAT),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.LINEAR),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.LINEAR),t.texImage2D(t.TEXTURE_2D,0,t.RGBA,this.width,this.height,0,t.RGBA,t.UNSIGNED_BYTE,this.data))}},{}],271:[function(t,e,r){\"use strict\";function n(t,e){this.gl=t,this.transform=e,this.reusableTextures={},this.preFbos={},this.frameHistory=new a,this.setup(),this.numSublayers=s.maxUnderzooming+s.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.lineWidthRange=t.getParameter(t.ALIASED_LINE_WIDTH_RANGE)}var i=t(\"../util/browser\"),o=t(\"gl-matrix\").mat4,a=t(\"./frame_history\"),s=t(\"../source/tile_pyramid\"),l=t(\"../data/bucket\").EXTENT,u=t(\"../source/pixels_to_tile_units\"),c=t(\"../util/util\"),h=t(\"../util/struct_array\"),f=t(\"../data/buffer\"),d=t(\"./vertex_array_object\"),p=t(\"./draw_raster\").RasterBoundsArray;e.exports=n,c.extend(n.prototype,t(\"./painter/use_program\")),n.prototype.resize=function(t,e){var r=this.gl;this.width=t*i.devicePixelRatio,this.height=e*i.devicePixelRatio,r.viewport(0,0,this.width,this.height)},n.prototype.setup=function(){var t=this.gl;t.verbose=!0,t.enable(t.BLEND),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),t.enable(t.STENCIL_TEST),t.enable(t.DEPTH_TEST),t.depthFunc(t.LEQUAL),this._depthMask=!1,t.depthMask(!1);var e=this.PosArray=new h({members:[{name:\"a_pos\",type:\"Int16\",components:2}]}),r=new e;r.emplaceBack(0,0),r.emplaceBack(l,0),r.emplaceBack(0,l),r.emplaceBack(l,l),this.tileExtentBuffer=new f(r.serialize(),e.serialize(),f.BufferType.VERTEX),this.tileExtentVAO=new d,this.tileExtentPatternVAO=new d;var n=new e;n.emplaceBack(0,0),n.emplaceBack(l,0),n.emplaceBack(l,l),n.emplaceBack(0,l),n.emplaceBack(0,0),this.debugBuffer=new f(n.serialize(),e.serialize(),f.BufferType.VERTEX),this.debugVAO=new d;var i=new p;i.emplaceBack(0,0,0,0),i.emplaceBack(l,0,32767,0),i.emplaceBack(0,l,0,32767),i.emplaceBack(l,l,32767,32767),this.rasterBoundsBuffer=new f(i.serialize(),p.serialize(),f.BufferType.VERTEX),this.rasterBoundsVAO=new d},n.prototype.clearColor=function(){var t=this.gl;t.clearColor(0,0,0,0),t.clear(t.COLOR_BUFFER_BIT)},n.prototype.clearStencil=function(){var t=this.gl;t.clearStencil(0),t.stencilMask(255),t.clear(t.STENCIL_BUFFER_BIT)},n.prototype.clearDepth=function(){var t=this.gl;t.clearDepth(1),this.depthMask(!0),t.clear(t.DEPTH_BUFFER_BIT)},n.prototype._renderTileClippingMasks=function(t){var e=this.gl;e.colorMask(!1,!1,!1,!1),this.depthMask(!1),e.disable(e.DEPTH_TEST),e.enable(e.STENCIL_TEST),e.stencilMask(248),e.stencilOp(e.KEEP,e.KEEP,e.REPLACE);var r=1;this._tileClippingMaskIDs={};for(var n=0;n<t.length;n++){var i=t[n],o=this._tileClippingMaskIDs[i.id]=r++<<3;e.stencilFunc(e.ALWAYS,o,248);var a=this.useProgram(\"fill\");e.uniformMatrix4fv(a.u_matrix,!1,i.posMatrix),this.tileExtentVAO.bind(e,a,this.tileExtentBuffer),e.drawArrays(e.TRIANGLE_STRIP,0,this.tileExtentBuffer.length)}e.stencilMask(0),e.colorMask(!0,!0,!0,!0),this.depthMask(!0),e.enable(e.DEPTH_TEST)},n.prototype.enableTileClippingMask=function(t){var e=this.gl;e.stencilFunc(e.EQUAL,this._tileClippingMaskIDs[t.id],248)},n.prototype.prepareBuffers=function(){},n.prototype.bindDefaultFramebuffer=function(){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,null)};var v={symbol:t(\"./draw_symbol\"),circle:t(\"./draw_circle\"),line:t(\"./draw_line\"),fill:t(\"./draw_fill\"),raster:t(\"./draw_raster\"),background:t(\"./draw_background\"),debug:t(\"./draw_debug\")};n.prototype.render=function(t,e){this.style=t,this.options=e,this.lineAtlas=t.lineAtlas,this.spriteAtlas=t.spriteAtlas,this.spriteAtlas.setSprite(t.sprite),this.glyphSource=t.glyphSource,this.frameHistory.record(this.transform.zoom),this.prepareBuffers(),this.clearColor(),this.clearDepth(),this.showOverdrawInspector(e.showOverdrawInspector),this.depthRange=(t._order.length+2)*this.numSublayers*this.depthEpsilon,this.renderPass({isOpaquePass:!0}),this.renderPass({isOpaquePass:!1})},n.prototype.renderPass=function(t){var e=this.style._groups,r=t.isOpaquePass;this.currentLayer=r?this.style._order.length:-1;for(var n=0;n<e.length;n++){var i,o=e[r?e.length-1-n:n],a=this.style.sources[o.source],s=[];if(a){for(s=a.getVisibleCoordinates(),i=0;i<s.length;i++)s[i].posMatrix=this.transform.calculatePosMatrix(s[i],a.maxzoom);this.clearStencil(),a.prepare&&a.prepare(),a.isTileClipped&&this._renderTileClippingMasks(s)}for(r?(this._showOverdrawInspector||this.gl.disable(this.gl.BLEND),this.isOpaquePass=!0):(this.gl.enable(this.gl.BLEND),this.isOpaquePass=!1,s.reverse()),i=0;i<o.length;i++){var l=o[r?o.length-1-i:i];this.currentLayer+=r?-1:1,this.renderLayer(this,a,l,s)}a&&v.debug(this,a,s)}},n.prototype.depthMask=function(t){t!==this._depthMask&&(this._depthMask=t,this.gl.depthMask(t))},n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||n.length)&&(this.id=r.id,v[r.type](t,e,r,n))},n.prototype.setDepthSublayer=function(t){var e=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon,r=e-1+this.depthRange;this.gl.depthRange(r,e)},n.prototype.translatePosMatrix=function(t,e,r,n){if(!r[0]&&!r[1])return t;if(\"viewport\"===n){var i=Math.sin(-this.transform.angle),a=Math.cos(-this.transform.angle);r=[r[0]*a-r[1]*i,r[0]*i+r[1]*a]}var s=[u(e,r[0],this.transform.zoom),u(e,r[1],this.transform.zoom),0],l=new Float32Array(16);return o.translate(l,t,s),l},n.prototype.saveTexture=function(t){var e=this.reusableTextures[t.size];e?e.push(t):this.reusableTextures[t.size]=[t]},n.prototype.getTexture=function(t){var e=this.reusableTextures[t];return e&&e.length>0?e.pop():null},n.prototype.lineWidth=function(t){this.gl.lineWidth(c.clamp(t,this.lineWidthRange[0],this.lineWidthRange[1]))},n.prototype.showOverdrawInspector=function(t){if(t||this._showOverdrawInspector){this._showOverdrawInspector=t;var e=this.gl;if(t){e.blendFunc(e.CONSTANT_COLOR,e.ONE);var r=8,n=1/r;e.blendColor(n,n,n,0),e.clearColor(0,0,0,1),e.clear(e.COLOR_BUFFER_BIT)}else e.blendFunc(e.ONE,e.ONE_MINUS_SRC_ALPHA)}}},{\"../data/bucket\":247,\"../data/buffer\":252,\"../source/pixels_to_tile_units\":277,\"../source/tile_pyramid\":282,\"../util/browser\":335,\"../util/struct_array\":347,\"../util/util\":349,\"./draw_background\":261,\"./draw_circle\":262,\"./draw_debug\":264,\"./draw_fill\":265,\"./draw_line\":266,\"./draw_raster\":267,\"./draw_symbol\":268,\"./frame_history\":269,\"./painter/use_program\":272,\"./vertex_array_object\":273,\"gl-matrix\":363}],272:[function(t,e,r){\"use strict\";var n=(t(\"path\"),t(\"assert\")),i=t(\"../../util/util\"),o={debug:{fragmentSource:\"precision mediump float;\\n\\nuniform lowp vec4 u_color;\\n\\nvoid main() {\\n    gl_FragColor = u_color;\\n}\\n\",vertexSource:\"precision highp float;\\n\\nattribute vec2 a_pos;\\n\\nuniform mat4 u_matrix;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, step(32767.0, a_pos.x), 1);\\n}\\n\"},fill:{fragmentSource:\"precision mediump float;\\n\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\n\\nvoid main() {\\n    gl_FragColor = u_color * u_opacity;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nattribute vec2 a_pos;\\nuniform mat4 u_matrix;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n}\\n\"},circle:{fragmentSource:\"precision mediump float;\\n\\nuniform lowp float u_blur;\\nuniform lowp float u_opacity;\\n\\nvarying lowp vec4 v_color;\\nvarying vec2 v_extrude;\\nvarying lowp float v_antialiasblur;\\n\\nvoid main() {\\n    float t = smoothstep(1.0 - max(u_blur, v_antialiasblur), 1.0, length(v_extrude));\\n    gl_FragColor = v_color * (1.0 - t) * u_opacity;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_extrude_scale;\\nuniform float u_devicepixelratio;\\n\\nattribute vec2 a_pos;\\n\\n#ifdef ATTRIBUTE_A_COLOR\\nattribute lowp vec4 a_color;\\n#elif defined ATTRIBUTE_ZOOM_FUNCTION_A_COLOR0\\nuniform lowp float u_color_t;\\nattribute lowp vec4 a_color0;\\nattribute lowp vec4 a_color1;\\nattribute lowp vec4 a_color2;\\nattribute lowp vec4 a_color3;\\n#else\\nuniform lowp vec4 a_color;\\n#endif\\n\\n#ifdef ATTRIBUTE_A_RADIUS\\nattribute mediump float a_radius;\\n#elif defined ATTRIBUTE_ZOOM_FUNCTION_A_RADIUS\\nuniform lowp float u_radius_t;\\nattribute mediump vec4 a_radius;\\n#else\\nuniform mediump float a_radius;\\n#endif\\n\\nvarying vec2 v_extrude;\\nvarying lowp vec4 v_color;\\nvarying lowp float v_antialiasblur;\\n\\nfloat evaluate_zoom_function_1(const vec4 values, const float t) {\\n    if (t < 1.0) {\\n        return mix(values[0], values[1], t);\\n    } else if (t < 2.0) {\\n        return mix(values[1], values[2], t - 1.0);\\n    } else {\\n        return mix(values[2], values[3], t - 2.0);\\n    }\\n}\\n\\nvec4 evaluate_zoom_function_4(const vec4 value0, const vec4 value1, const vec4 value2, const vec4 value3, const float t) {\\n    if (t < 1.0) {\\n        return mix(value0, value1, t);\\n    } else if (t < 2.0) {\\n        return mix(value1, value2, t - 1.0);\\n    } else {\\n        return mix(value2, value3, t - 2.0);\\n    }\\n}\\n\\nvoid main(void) {\\n\\n#ifdef ATTRIBUTE_A_RADIUS\\n    mediump float radius = a_radius / 10.0;\\n#elif defined ATTRIBUTE_ZOOM_FUNCTION_A_RADIUS\\n    mediump float radius = evaluate_zoom_function_1(a_radius, u_radius_t) / 10.0;\\n#else\\n    mediump float radius = a_radius;\\n#endif\\n\\n    // unencode the extrusion vector that we snuck into the a_pos vector\\n    v_extrude = vec2(mod(a_pos, 2.0) * 2.0 - 1.0);\\n\\n    vec2 extrude = v_extrude * radius * u_extrude_scale;\\n    // multiply a_pos by 0.5, since we had it * 2 in order to sneak\\n    // in extrusion data\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5), 0, 1);\\n\\n    // gl_Position is divided by gl_Position.w after this shader runs.\\n    // Multiply the extrude by it so that it isn't affected by it.\\n    gl_Position.xy += extrude * gl_Position.w;\\n\\n#ifdef ATTRIBUTE_A_COLOR\\n    v_color = a_color / 255.0;\\n#elif defined ATTRIBUTE_ZOOM_FUNCTION_A_COLOR0\\n    v_color = evaluate_zoom_function_4(a_color0, a_color1, a_color2, a_color3, u_color_t) / 255.0;\\n#else\\n    v_color = a_color;\\n#endif\\n\\n    // This is a minimum blur distance that serves as a faux-antialiasing for\\n    // the circle. since blur is a ratio of the circle's size and the intent is\\n    // to keep the blur at roughly 1px, the two are inversely related.\\n    v_antialiasblur = 1.0 / u_devicepixelratio / radius;\\n}\\n\"},line:{fragmentSource:\"precision mediump float;\\n\\nuniform vec2 u_linewidth;\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\nuniform float u_blur;\\n\\nvarying vec2 v_normal;\\nvarying float v_linesofar;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    // Calculate the distance of the pixel from the line in pixels.\\n    float dist = length(v_normal) * u_linewidth.s;\\n\\n    // Calculate the antialiasing fade factor. This is either when fading in\\n    // the line in case of an offset line (v_linewidth.t) or when fading out\\n    // (v_linewidth.s)\\n    float blur = u_blur * v_gamma_scale;\\n    float alpha = clamp(min(dist - (u_linewidth.t - blur), u_linewidth.s - dist) / blur, 0.0, 1.0);\\n\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\n// floor(127 / 2) == 63.0\\n// the maximum allowed miter limit is 2.0 at the moment. the extrude normal is\\n// stored in a byte (-128..127). we scale regular normals up to length 63, but\\n// there are also \\\"special\\\" normals that have a bigger length (of up to 126 in\\n// this case).\\n// #define scale 63.0\\n#define scale 0.015873016\\n\\nattribute vec2 a_pos;\\nattribute vec4 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform float u_ratio;\\nuniform mediump vec2 u_linewidth;\\nuniform float u_extra;\\nuniform mat2 u_antialiasingmatrix;\\nuniform mediump float u_offset;\\n\\nvarying vec2 v_normal;\\nvarying float v_linesofar;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_extrude = a_data.xy - 128.0;\\n    float a_direction = mod(a_data.z, 4.0) - 1.0;\\n\\n    // We store the texture normals in the most insignificant bit\\n    // transform y so that 0 => -1 and 1 => 1\\n    // In the texture normal, x is 0 if the normal points straight up/down and 1 if it's a round cap\\n    // y is 1 if the normal points up, and -1 if it points down\\n    mediump vec2 normal = mod(a_pos, 2.0);\\n    normal.y = sign(normal.y - 0.5);\\n    v_normal = normal;\\n\\n    // Scale the extrusion vector down to a normal and then up by the line width\\n    // of this vertex.\\n    mediump vec4 dist = vec4(u_linewidth.s * a_extrude * scale, 0.0, 0.0);\\n\\n    // Calculate the offset when drawing a line that is to the side of the actual line.\\n    // We do this by creating a vector that points towards the extrude, but rotate\\n    // it when we're drawing round end points (a_direction = -1 or 1) since their\\n    // extrude vector points in another direction.\\n    mediump float u = 0.5 * a_direction;\\n    mediump float t = 1.0 - abs(u);\\n    mediump vec2 offset = u_offset * a_extrude * scale * normal.y * mat2(t, -u, u, t);\\n\\n    // Remove the texture normal bit of the position before scaling it with the\\n    // model/view matrix.\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5) + (offset + dist.xy) / u_ratio, 0.0, 1.0);\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n\\n    // how much features are squished in the y direction by the tilt\\n    float squish_scale = length(a_extrude) / length(u_antialiasingmatrix * a_extrude);\\n\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - min(y * u_extra, 0.9));\\n\\n    v_gamma_scale = perspective_scale * squish_scale;\\n}\\n\"},linepattern:{fragmentSource:\"precision mediump float;\\n\\nuniform vec2 u_linewidth;\\nuniform float u_point;\\nuniform float u_blur;\\n\\nuniform vec2 u_pattern_size_a;\\nuniform vec2 u_pattern_size_b;\\nuniform vec2 u_pattern_tl_a;\\nuniform vec2 u_pattern_br_a;\\nuniform vec2 u_pattern_tl_b;\\nuniform vec2 u_pattern_br_b;\\nuniform float u_fade;\\nuniform float u_opacity;\\n\\nuniform sampler2D u_image;\\n\\nvarying vec2 v_normal;\\nvarying float v_linesofar;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    // Calculate the distance of the pixel from the line in pixels.\\n    float dist = length(v_normal) * u_linewidth.s;\\n\\n    // Calculate the antialiasing fade factor. This is either when fading in\\n    // the line in case of an offset line (v_linewidth.t) or when fading out\\n    // (v_linewidth.s)\\n    float blur = u_blur * v_gamma_scale;\\n    float alpha = clamp(min(dist - (u_linewidth.t - blur), u_linewidth.s - dist) / blur, 0.0, 1.0);\\n\\n    float x_a = mod(v_linesofar / u_pattern_size_a.x, 1.0);\\n    float x_b = mod(v_linesofar / u_pattern_size_b.x, 1.0);\\n    float y_a = 0.5 + (v_normal.y * u_linewidth.s / u_pattern_size_a.y);\\n    float y_b = 0.5 + (v_normal.y * u_linewidth.s / u_pattern_size_b.y);\\n    vec2 pos = mix(u_pattern_tl_a, u_pattern_br_a, vec2(x_a, y_a));\\n    vec2 pos2 = mix(u_pattern_tl_b, u_pattern_br_b, vec2(x_b, y_b));\\n\\n    vec4 color = mix(texture2D(u_image, pos), texture2D(u_image, pos2), u_fade);\\n\\n    alpha *= u_opacity;\\n\\n    gl_FragColor = color * alpha;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\n// floor(127 / 2) == 63.0\\n// the maximum allowed miter limit is 2.0 at the moment. the extrude normal is\\n// stored in a byte (-128..127). we scale regular normals up to length 63, but\\n// there are also \\\"special\\\" normals that have a bigger length (of up to 126 in\\n// this case).\\n// #define scale 63.0\\n#define scale 0.015873016\\n\\n// We scale the distance before adding it to the buffers so that we can store\\n// long distances for long segments. Use this value to unscale the distance.\\n#define LINE_DISTANCE_SCALE 2.0\\n\\nattribute vec2 a_pos;\\nattribute vec4 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform mediump float u_ratio;\\nuniform mediump vec2 u_linewidth;\\nuniform float u_extra;\\nuniform mat2 u_antialiasingmatrix;\\nuniform mediump float u_offset;\\n\\nvarying vec2 v_normal;\\nvarying float v_linesofar;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_extrude = a_data.xy - 128.0;\\n    float a_direction = mod(a_data.z, 4.0) - 1.0;\\n    float a_linesofar = (floor(a_data.z / 4.0) + a_data.w * 64.0) * LINE_DISTANCE_SCALE;\\n\\n    // We store the texture normals in the most insignificant bit\\n    // transform y so that 0 => -1 and 1 => 1\\n    // In the texture normal, x is 0 if the normal points straight up/down and 1 if it's a round cap\\n    // y is 1 if the normal points up, and -1 if it points down\\n    mediump vec2 normal = mod(a_pos, 2.0);\\n    normal.y = sign(normal.y - 0.5);\\n    v_normal = normal;\\n\\n    // Scale the extrusion vector down to a normal and then up by the line width\\n    // of this vertex.\\n    mediump vec2 extrude = a_extrude * scale;\\n    mediump vec2 dist = u_linewidth.s * extrude;\\n\\n    // Calculate the offset when drawing a line that is to the side of the actual line.\\n    // We do this by creating a vector that points towards the extrude, but rotate\\n    // it when we're drawing round end points (a_direction = -1 or 1) since their\\n    // extrude vector points in another direction.\\n    mediump float u = 0.5 * a_direction;\\n    mediump float t = 1.0 - abs(u);\\n    mediump vec2 offset = u_offset * a_extrude * scale * normal.y * mat2(t, -u, u, t);\\n\\n    // Remove the texture normal bit of the position before scaling it with the\\n    // model/view matrix.\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5) + (offset + dist.xy) / u_ratio, 0.0, 1.0);\\n    v_linesofar = a_linesofar;\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n\\n    // how much features are squished in the y direction by the tilt\\n    float squish_scale = length(a_extrude) / length(u_antialiasingmatrix * a_extrude);\\n\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - min(y * u_extra, 0.9));\\n\\n    v_gamma_scale = perspective_scale * squish_scale;\\n}\\n\"},linesdfpattern:{fragmentSource:\"precision mediump float;\\n\\nuniform vec2 u_linewidth;\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\nuniform float u_blur;\\nuniform sampler2D u_image;\\nuniform float u_sdfgamma;\\nuniform float u_mix;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_tex_a;\\nvarying vec2 v_tex_b;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    // Calculate the distance of the pixel from the line in pixels.\\n    float dist = length(v_normal) * u_linewidth.s;\\n\\n    // Calculate the antialiasing fade factor. This is either when fading in\\n    // the line in case of an offset line (v_linewidth.t) or when fading out\\n    // (v_linewidth.s)\\n    float blur = u_blur * v_gamma_scale;\\n    float alpha = clamp(min(dist - (u_linewidth.t - blur), u_linewidth.s - dist) / blur, 0.0, 1.0);\\n\\n    float sdfdist_a = texture2D(u_image, v_tex_a).a;\\n    float sdfdist_b = texture2D(u_image, v_tex_b).a;\\n    float sdfdist = mix(sdfdist_a, sdfdist_b, u_mix);\\n    alpha *= smoothstep(0.5 - u_sdfgamma, 0.5 + u_sdfgamma, sdfdist);\\n\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\n// floor(127 / 2) == 63.0\\n// the maximum allowed miter limit is 2.0 at the moment. the extrude normal is\\n// stored in a byte (-128..127). we scale regular normals up to length 63, but\\n// there are also \\\"special\\\" normals that have a bigger length (of up to 126 in\\n// this case).\\n// #define scale 63.0\\n#define scale 0.015873016\\n\\n// We scale the distance before adding it to the buffers so that we can store\\n// long distances for long segments. Use this value to unscale the distance.\\n#define LINE_DISTANCE_SCALE 2.0\\n\\nattribute vec2 a_pos;\\nattribute vec4 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform mediump vec2 u_linewidth;\\nuniform mediump float u_ratio;\\nuniform vec2 u_patternscale_a;\\nuniform float u_tex_y_a;\\nuniform vec2 u_patternscale_b;\\nuniform float u_tex_y_b;\\nuniform float u_extra;\\nuniform mat2 u_antialiasingmatrix;\\nuniform mediump float u_offset;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_tex_a;\\nvarying vec2 v_tex_b;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_extrude = a_data.xy - 128.0;\\n    float a_direction = mod(a_data.z, 4.0) - 1.0;\\n    float a_linesofar = (floor(a_data.z / 4.0) + a_data.w * 64.0) * LINE_DISTANCE_SCALE;\\n\\n    // We store the texture normals in the most insignificant bit\\n    // transform y so that 0 => -1 and 1 => 1\\n    // In the texture normal, x is 0 if the normal points straight up/down and 1 if it's a round cap\\n    // y is 1 if the normal points up, and -1 if it points down\\n    mediump vec2 normal = mod(a_pos, 2.0);\\n    normal.y = sign(normal.y - 0.5);\\n    v_normal = normal;\\n\\n    // Scale the extrusion vector down to a normal and then up by the line width\\n    // of this vertex.\\n    mediump vec4 dist = vec4(u_linewidth.s * a_extrude * scale, 0.0, 0.0);\\n\\n    // Calculate the offset when drawing a line that is to the side of the actual line.\\n    // We do this by creating a vector that points towards the extrude, but rotate\\n    // it when we're drawing round end points (a_direction = -1 or 1) since their\\n    // extrude vector points in another direction.\\n    mediump float u = 0.5 * a_direction;\\n    mediump float t = 1.0 - abs(u);\\n    mediump vec2 offset = u_offset * a_extrude * scale * normal.y * mat2(t, -u, u, t);\\n\\n    // Remove the texture normal bit of the position before scaling it with the\\n    // model/view matrix.\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5) + (offset + dist.xy) / u_ratio, 0.0, 1.0);\\n\\n    v_tex_a = vec2(a_linesofar * u_patternscale_a.x, normal.y * u_patternscale_a.y + u_tex_y_a);\\n    v_tex_b = vec2(a_linesofar * u_patternscale_b.x, normal.y * u_patternscale_b.y + u_tex_y_b);\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n\\n    // how much features are squished in the y direction by the tilt\\n    float squish_scale = length(a_extrude) / length(u_antialiasingmatrix * a_extrude);\\n\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - min(y * u_extra, 0.9));\\n\\n    v_gamma_scale = perspective_scale * squish_scale;\\n}\\n\"\n",
       "},outline:{fragmentSource:\"precision mediump float;\\n\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\n\\nvarying vec2 v_pos;\\n\\nvoid main() {\\n    float dist = length(v_pos - gl_FragCoord.xy);\\n    float alpha = smoothstep(1.0, 0.0, dist);\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nattribute vec2 a_pos;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_world;\\n\\nvarying vec2 v_pos;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    v_pos = (gl_Position.xy/gl_Position.w + 1.0) / 2.0 * u_world;\\n}\\n\"},outlinepattern:{fragmentSource:\"precision mediump float;\\n\\nuniform float u_opacity;\\nuniform vec2 u_pattern_tl_a;\\nuniform vec2 u_pattern_br_a;\\nuniform vec2 u_pattern_tl_b;\\nuniform vec2 u_pattern_br_b;\\nuniform float u_mix;\\n\\nuniform sampler2D u_image;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\nvarying vec2 v_pos;\\n\\nvoid main() {\\n    vec2 imagecoord = mod(v_pos_a, 1.0);\\n    vec2 pos = mix(u_pattern_tl_a, u_pattern_br_a, imagecoord);\\n    vec4 color1 = texture2D(u_image, pos);\\n\\n    vec2 imagecoord_b = mod(v_pos_b, 1.0);\\n    vec2 pos2 = mix(u_pattern_tl_b, u_pattern_br_b, imagecoord_b);\\n    vec4 color2 = texture2D(u_image, pos2);\\n\\n    // find distance to outline for alpha interpolation\\n\\n    float dist = length(v_pos - gl_FragCoord.xy);\\n    float alpha = smoothstep(1.0, 0.0, dist);\\n    \\n\\n    gl_FragColor = mix(color1, color2, u_mix) * alpha * u_opacity;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nuniform vec2 u_patternscale_a;\\nuniform vec2 u_patternscale_b;\\nuniform vec2 u_offset_a;\\nuniform vec2 u_offset_b;\\n\\nattribute vec2 a_pos;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_world;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\nvarying vec2 v_pos;\\n\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    v_pos_a = u_patternscale_a * a_pos + u_offset_a;\\n    v_pos_b = u_patternscale_b * a_pos + u_offset_b;\\n    v_pos = (gl_Position.xy/gl_Position.w + 1.0) / 2.0 * u_world;\\n}\\n\"},pattern:{fragmentSource:\"precision mediump float;\\n\\nuniform float u_opacity;\\nuniform vec2 u_pattern_tl_a;\\nuniform vec2 u_pattern_br_a;\\nuniform vec2 u_pattern_tl_b;\\nuniform vec2 u_pattern_br_b;\\nuniform float u_mix;\\n\\nuniform sampler2D u_image;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\n\\nvoid main() {\\n\\n    vec2 imagecoord = mod(v_pos_a, 1.0);\\n    vec2 pos = mix(u_pattern_tl_a, u_pattern_br_a, imagecoord);\\n    vec4 color1 = texture2D(u_image, pos);\\n\\n    vec2 imagecoord_b = mod(v_pos_b, 1.0);\\n    vec2 pos2 = mix(u_pattern_tl_b, u_pattern_br_b, imagecoord_b);\\n    vec4 color2 = texture2D(u_image, pos2);\\n\\n    gl_FragColor = mix(color1, color2, u_mix) * u_opacity;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_patternscale_a;\\nuniform vec2 u_patternscale_b;\\nuniform vec2 u_offset_a;\\nuniform vec2 u_offset_b;\\n\\nattribute vec2 a_pos;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    v_pos_a = u_patternscale_a * a_pos + u_offset_a;\\n    v_pos_b = u_patternscale_b * a_pos + u_offset_b;\\n}\\n\"},raster:{fragmentSource:\"precision mediump float;\\n\\nuniform float u_opacity0;\\nuniform float u_opacity1;\\nuniform sampler2D u_image0;\\nuniform sampler2D u_image1;\\nvarying vec2 v_pos0;\\nvarying vec2 v_pos1;\\n\\nuniform float u_brightness_low;\\nuniform float u_brightness_high;\\n\\nuniform float u_saturation_factor;\\nuniform float u_contrast_factor;\\nuniform vec3 u_spin_weights;\\n\\nvoid main() {\\n\\n    // read and cross-fade colors from the main and parent tiles\\n    vec4 color0 = texture2D(u_image0, v_pos0);\\n    vec4 color1 = texture2D(u_image1, v_pos1);\\n    vec4 color = color0 * u_opacity0 + color1 * u_opacity1;\\n    vec3 rgb = color.rgb;\\n\\n    // spin\\n    rgb = vec3(\\n        dot(rgb, u_spin_weights.xyz),\\n        dot(rgb, u_spin_weights.zxy),\\n        dot(rgb, u_spin_weights.yzx));\\n\\n    // saturation\\n    float average = (color.r + color.g + color.b) / 3.0;\\n    rgb += (average - rgb) * u_saturation_factor;\\n\\n    // contrast\\n    rgb = (rgb - 0.5) * u_contrast_factor + 0.5;\\n\\n    // brightness\\n    vec3 u_high_vec = vec3(u_brightness_low, u_brightness_low, u_brightness_low);\\n    vec3 u_low_vec = vec3(u_brightness_high, u_brightness_high, u_brightness_high);\\n\\n    gl_FragColor = vec4(mix(u_high_vec, u_low_vec, rgb), color.a);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_tl_parent;\\nuniform float u_scale_parent;\\nuniform float u_buffer_scale;\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_texture_pos;\\n\\nvarying vec2 v_pos0;\\nvarying vec2 v_pos1;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    v_pos0 = (((a_texture_pos / 32767.0) - 0.5) / u_buffer_scale ) + 0.5;\\n    v_pos1 = (v_pos0 * u_scale_parent) + u_tl_parent;\\n}\\n\"},icon:{fragmentSource:\"precision mediump float;\\n\\nuniform sampler2D u_texture;\\nuniform sampler2D u_fadetexture;\\nuniform lowp float u_opacity;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\n\\nvoid main() {\\n    lowp float alpha = texture2D(u_fadetexture, v_fade_tex).a * u_opacity;\\n    gl_FragColor = texture2D(u_texture, v_tex) * alpha;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_offset;\\nattribute vec4 a_data1;\\nattribute vec4 a_data2;\\n\\n\\n// matrix is for the vertex position, exmatrix is for rotating and projecting\\n// the extrusion vector.\\nuniform mat4 u_matrix;\\n\\nuniform mediump float u_zoom;\\nuniform bool u_skewed;\\nuniform float u_extra;\\nuniform vec2 u_extrude_scale;\\n\\nuniform vec2 u_texsize;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\n\\nvoid main() {\\n    vec2 a_tex = a_data1.xy;\\n    mediump float a_labelminzoom = a_data1[2];\\n    mediump vec2 a_zoom = a_data2.st;\\n    mediump float a_minzoom = a_zoom[0];\\n    mediump float a_maxzoom = a_zoom[1];\\n\\n    // u_zoom is the current zoom level adjusted for the change in font size\\n    mediump float z = 2.0 - step(a_minzoom, u_zoom) - (1.0 - step(a_maxzoom, u_zoom));\\n\\n    vec2 extrude = u_extrude_scale * (a_offset / 64.0);\\n    if (u_skewed) {\\n        gl_Position = u_matrix * vec4(a_pos + extrude, 0, 1);\\n        gl_Position.z += z * gl_Position.w;\\n    } else {\\n        gl_Position = u_matrix * vec4(a_pos, 0, 1) + vec4(extrude, 0, 0);\\n    }\\n\\n    v_tex = a_tex / u_texsize;\\n    v_fade_tex = vec2(a_labelminzoom / 255.0, 0.0);\\n}\\n\"},sdf:{fragmentSource:\"precision mediump float;\\n\\nuniform sampler2D u_texture;\\nuniform sampler2D u_fadetexture;\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\nuniform lowp float u_buffer;\\nuniform lowp float u_gamma;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    lowp float dist = texture2D(u_texture, v_tex).a;\\n    lowp float fade_alpha = texture2D(u_fadetexture, v_fade_tex).a;\\n    lowp float gamma = u_gamma * v_gamma_scale;\\n    lowp float alpha = smoothstep(u_buffer - gamma, u_buffer + gamma, dist) * fade_alpha;\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"precision highp float;\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_offset;\\nattribute vec4 a_data1;\\nattribute vec4 a_data2;\\n\\n\\n// matrix is for the vertex position, exmatrix is for rotating and projecting\\n// the extrusion vector.\\nuniform mat4 u_matrix;\\n\\nuniform mediump float u_zoom;\\nuniform bool u_skewed;\\nuniform float u_extra;\\nuniform vec2 u_extrude_scale;\\n\\nuniform vec2 u_texsize;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_tex = a_data1.xy;\\n    mediump float a_labelminzoom = a_data1[2];\\n    mediump vec2 a_zoom = a_data2.st;\\n    mediump float a_minzoom = a_zoom[0];\\n    mediump float a_maxzoom = a_zoom[1];\\n\\n    // u_zoom is the current zoom level adjusted for the change in font size\\n    mediump float z = 2.0 - step(a_minzoom, u_zoom) - (1.0 - step(a_maxzoom, u_zoom));\\n\\n    vec2 extrude = u_extrude_scale * (a_offset / 64.0);\\n    if (u_skewed) {\\n        gl_Position = u_matrix * vec4(a_pos + extrude, 0, 1);\\n        gl_Position.z += z * gl_Position.w;\\n    } else {\\n        gl_Position = u_matrix * vec4(a_pos, 0, 1) + vec4(extrude, 0, 0);\\n    }\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - y * u_extra);\\n    v_gamma_scale = perspective_scale;\\n\\n    v_tex = a_tex / u_texsize;\\n    v_fade_tex = vec2(a_labelminzoom / 255.0, 0.0);\\n}\\n\"},collisionbox:{fragmentSource:\"precision mediump float;\\n\\nuniform float u_zoom;\\nuniform float u_maxzoom;\\n\\nvarying float v_max_zoom;\\nvarying float v_placement_zoom;\\n\\nvoid main() {\\n\\n    float alpha = 0.5;\\n\\n    gl_FragColor = vec4(0.0, 1.0, 0.0, 1.0) * alpha;\\n\\n    if (v_placement_zoom > u_zoom) {\\n        gl_FragColor = vec4(1.0, 0.0, 0.0, 1.0) * alpha;\\n    }\\n\\n    if (u_zoom >= v_max_zoom) {\\n        gl_FragColor = vec4(0.0, 0.0, 0.0, 1.0) * alpha * 0.25;\\n    }\\n\\n    if (v_placement_zoom >= u_maxzoom) {\\n        gl_FragColor = vec4(0.0, 0.0, 1.0, 1.0) * alpha * 0.2;\\n    }\\n}\\n\",vertexSource:\"precision highp float;\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_extrude;\\nattribute vec2 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform float u_scale;\\n\\nvarying float v_max_zoom;\\nvarying float v_placement_zoom;\\n\\nvoid main() {\\n     gl_Position = u_matrix * vec4(a_pos + a_extrude / u_scale, 0.0, 1.0);\\n\\n     v_max_zoom = a_data.x;\\n     v_placement_zoom = a_data.y;\\n}\\n\"}};e.exports._createProgram=function(t,e){var r=this.gl,a=r.createProgram(),s=o[t],l=\"\";if(e)for(var u=0;u<e.length;u++)l+=\"#define \"+e[u]+\"\\n\";var c=r.createShader(r.FRAGMENT_SHADER);r.shaderSource(c,l+s.fragmentSource),r.compileShader(c),n(r.getShaderParameter(c,r.COMPILE_STATUS),r.getShaderInfoLog(c)),r.attachShader(a,c);var h=r.createShader(r.VERTEX_SHADER);r.shaderSource(h,l+s.vertexSource),r.compileShader(h),n(r.getShaderParameter(h,r.COMPILE_STATUS),r.getShaderInfoLog(h)),r.attachShader(a,h),r.linkProgram(a),n(r.getProgramParameter(a,r.LINK_STATUS),r.getProgramInfoLog(a));for(var f={},d=r.getProgramParameter(a,r.ACTIVE_ATTRIBUTES),p=0;d>p;p++){var v=r.getActiveAttrib(a,p);f[v.name]=p}for(var m={},g=r.getProgramParameter(a,r.ACTIVE_UNIFORMS),y=0;g>y;y++){var b=r.getActiveUniform(a,y);m[b.name]=r.getUniformLocation(a,b.name)}return i.extend({program:a,definition:s,attributes:f,numAttributes:d},f,m)},e.exports._createProgramCached=function(t,e){this.cache=this.cache||{},this._showOverdrawInspector&&(e=e||[],e.push(\"OVERDRAW_INSPECTOR\"));var r=JSON.stringify({name:t,macros:e});return this.cache[r]||(this.cache[r]=this._createProgram(t,e)),this.cache[r]},e.exports.useProgram=function(t,e){var r=this.gl,n=this._createProgramCached(t,e),i=this.currentProgram;return i!==n&&(r.useProgram(n.program),this.currentProgram=n),n}},{\"../../util/util\":349,assert:52,path:59}],273:[function(t,e,r){\"use strict\";function n(){this.boundProgram=null,this.boundVertexBuffer=null,this.boundVertexBuffer2=null,this.boundElementBuffer=null,this.vao=null}var i=t(\"assert\");e.exports=n;var o=!1;n.prototype.bind=function(t,e,r,n,a){var s=t.extVertexArrayObject;if(void 0===s&&(s=t.extVertexArrayObject=t.getExtension(\"OES_vertex_array_object\")),s?(this.vao||(this.vao=s.createVertexArrayOES()),s.bindVertexArrayOES(this.vao)):o||(console.warn(\"Not using VertexArrayObject extension.\"),o=!0),this.boundProgram)i(this.boundProgram===e,\"trying to bind a VAO to a different shader\"),i(this.boundVertexBuffer===r,\"trying to bind a VAO to a different vertex buffer\"),i(this.boundVertexBuffer2===a,\"trying to bind a VAO to a different vertex buffer\"),i(this.boundElementBuffer===n,\"trying to bind a VAO to a different element buffer\");else{var l,u=s?0:t.currentNumAttributes||0,c=e.numAttributes;for(l=u;c>l;l++)t.enableVertexAttribArray(l);if(!s){for(i(l>0),l=c;u>l;l++)t.disableVertexAttribArray(l);t.currentNumAttributes=c}r.bind(t),r.setVertexAttribPointers(t,e),a&&(a.bind(t),a.setVertexAttribPointers(t,e)),n&&n.bind(t),s&&(this.boundProgram=e,this.boundVertexBuffer=r,this.boundVertexBuffer2=a,this.boundElementBuffer=n)}},n.prototype.unbind=function(t){var e=t.extVertexArrayObject;e&&e.bindVertexArrayOES(null)},n.prototype.destroy=function(t){var e=t.extVertexArrayObject;e&&this.vao&&(e.deleteVertexArrayOES(this.vao),this.vao=null)}},{assert:52}],274:[function(t,e,r){\"use strict\";function n(t){t=t||{},this._data=t.data,void 0!==t.maxzoom&&(this.maxzoom=t.maxzoom);var e=u/this.tileSize;this.geojsonVtOptions={buffer:(void 0!==t.buffer?t.buffer:128)*e,tolerance:(void 0!==t.tolerance?t.tolerance:.375)*e,extent:u,maxZoom:this.maxzoom},this.cluster=t.cluster||!1,this.superclusterOptions={maxZoom:Math.min(t.clusterMaxZoom,this.maxzoom-1)||this.maxzoom-1,extent:u,radius:(t.clusterRadius||50)*e,log:!1},this._pyramid=new a({tileSize:this.tileSize,minzoom:this.minzoom,maxzoom:this.maxzoom,reparseOverscaled:!0,load:this._loadTile.bind(this),abort:this._abortTile.bind(this),unload:this._unloadTile.bind(this),add:this._addTile.bind(this),remove:this._removeTile.bind(this),redoPlacement:this._redoTilePlacement.bind(this)})}var i=t(\"../util/util\"),o=t(\"../util/evented\"),a=t(\"./tile_pyramid\"),s=t(\"./source\"),l=t(\"resolve-url\"),u=t(\"../data/bucket\").EXTENT;e.exports=n,n.prototype=i.inherit(o,{minzoom:0,maxzoom:18,tileSize:512,_dirty:!0,isTileClipped:!0,setData:function(t){return this._data=t,this._dirty=!0,this.fire(\"change\"),this.map&&this.update(this.map.transform),this},onAdd:function(t){this.map=t},loaded:function(){return this._loaded&&this._pyramid.loaded()},update:function(t){this._dirty&&this._updateData(),this._loaded&&this._pyramid.update(this.used,t)},reload:function(){this._loaded&&this._pyramid.reload()},serialize:function(){return{type:\"geojson\",data:this._data}},getVisibleCoordinates:s._getVisibleCoordinates,getTile:s._getTile,queryRenderedFeatures:s._queryRenderedVectorFeatures,querySourceFeatures:s._querySourceFeatures,_updateData:function(){this._dirty=!1;var t={tileSize:this.tileSize,source:this.id,geojsonVtOptions:this.geojsonVtOptions,cluster:this.cluster,superclusterOptions:this.superclusterOptions},e=this._data;\"string\"==typeof e?t.url=\"undefined\"!=typeof window?l(window.location.href,e):e:t.data=JSON.stringify(e),this.workerID=this.dispatcher.send(\"parse geojson\",t,function(t){this._loaded=!0,t?this.fire(\"error\",{error:t}):(this._pyramid.reload(),this.fire(\"change\"))}.bind(this))},_loadTile:function(t){var e=t.coord.z>this.maxzoom?Math.pow(2,t.coord.z-this.maxzoom):1,r={uid:t.uid,coord:t.coord,zoom:t.coord.z,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,overscaling:e,angle:this.map.transform.angle,pitch:this.map.transform.pitch,showCollisionBoxes:this.map.showCollisionBoxes};t.workerID=this.dispatcher.send(\"load geojson tile\",r,function(e,r){if(t.unloadVectorData(this.map.painter),!t.aborted){if(e)return void this.fire(\"tile.error\",{tile:t});t.loadVectorData(r,this.map.style),t.redoWhenDone&&(t.redoWhenDone=!1,t.redoPlacement(this)),this.fire(\"tile.load\",{tile:t})}}.bind(this),this.workerID)},_abortTile:function(t){t.aborted=!0},_addTile:function(t){this.fire(\"tile.add\",{tile:t})},_removeTile:function(t){this.fire(\"tile.remove\",{tile:t})},_unloadTile:function(t){t.unloadVectorData(this.map.painter),this.dispatcher.send(\"remove tile\",{uid:t.uid,source:this.id},null,t.workerID)},redoPlacement:s.redoPlacement,_redoTilePlacement:function(t){t.redoPlacement(this)}})},{\"../data/bucket\":247,\"../util/evented\":341,\"../util/util\":349,\"./source\":279,\"./tile_pyramid\":282,\"resolve-url\":405}],275:[function(t,e,r){\"use strict\";function n(t){this.features=t,this.length=t.length,this.extent=s}function i(t){this.type=t.type,this.rawGeometry=1===t.type?[t.geometry]:t.geometry,this.properties=t.tags,this.extent=s}var o=t(\"point-geometry\"),a=t(\"vector-tile\").VectorTileFeature,s=t(\"../data/bucket\").EXTENT;e.exports=n,n.prototype.feature=function(t){return new i(this.features[t])},i.prototype.loadGeometry=function(){var t=this.rawGeometry;this.geometry=[];for(var e=0;e<t.length;e++){for(var r=t[e],n=[],i=0;i<r.length;i++)n.push(new o(r[i][0],r[i][1]));this.geometry.push(n)}return this.geometry},i.prototype.bbox=function(){this.geometry||this.loadGeometry();for(var t=this.geometry,e=1/0,r=-(1/0),n=1/0,i=-(1/0),o=0;o<t.length;o++)for(var a=t[o],s=0;s<a.length;s++){var l=a[s];e=Math.min(e,l.x),r=Math.max(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.y)}return[e,n,r,i]},i.prototype.toGeoJSON=a.prototype.toGeoJSON},{\"../data/bucket\":247,\"point-geometry\":404,\"vector-tile\":413}],276:[function(t,e,r){\"use strict\";function n(t){this.urls=t.urls,this.coordinates=t.coordinates,c.getImage(t.url,function(e,r){e||(this.image=r,this.image.addEventListener(\"load\",function(){this.map._rerender()}.bind(this)),this._loaded=!0,this.map&&this.setCoordinates(t.coordinates))}.bind(this))}var i=t(\"../util/util\"),o=t(\"./tile\"),a=t(\"./tile_coord\"),s=t(\"../geo/lng_lat\"),l=t(\"point-geometry\"),u=t(\"../util/evented\"),c=t(\"../util/ajax\"),h=t(\"../data/bucket\").EXTENT,f=t(\"../render/draw_raster\").RasterBoundsArray,d=t(\"../data/buffer\"),p=t(\"../render/vertex_array_object\");e.exports=n,n.prototype=i.inherit(u,{onAdd:function(t){this.map=t,this.image&&this.setCoordinates(this.coordinates)},setCoordinates:function(t){this.coordinates=t;var e=this.map,r=t.map(function(t){return e.transform.locationCoordinate(s.convert(t)).zoomTo(0)}),n=this.centerCoord=i.getCoordinatesCenter(r);n.column=Math.round(n.column),n.row=Math.round(n.row);var u=r.map(function(t){var e=t.zoomTo(n.zoom);return new l(Math.round((e.column-n.column)*h),Math.round((e.row-n.row)*h))}),c=32767,v=new f;return v.emplaceBack(u[0].x,u[0].y,0,0),v.emplaceBack(u[1].x,u[1].y,c,0),v.emplaceBack(u[3].x,u[3].y,0,c),v.emplaceBack(u[2].x,u[2].y,c,c),this.tile=new o(new a(n.zoom,n.column,n.row)),this.tile.buckets={},this.tile.boundsBuffer=new d(v.serialize(),f.serialize(),d.BufferType.VERTEX),this.tile.boundsVAO=new p,this.fire(\"change\"),this},loaded:function(){return this.image&&this.image.complete},update:function(){},reload:function(){},prepare:function(){if(this._loaded&&this.loaded()){var t=this.map.painter,e=t.gl;this.tile.texture?(e.bindTexture(e.TEXTURE_2D,this.tile.texture),e.texSubImage2D(e.TEXTURE_2D,0,0,0,e.RGBA,e.UNSIGNED_BYTE,this.image)):(this.tile.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.tile.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.CLAMP_TO_EDGE),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.CLAMP_TO_EDGE),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.RGBA,e.RGBA,e.UNSIGNED_BYTE,this.image))}},getVisibleCoordinates:function(){return this.tile?[this.tile.coord]:[]},getTile:function(){return this.tile},serialize:function(){return{type:\"image\",urls:this.urls,coordinates:this.coordinates}}})},{\"../data/bucket\":247,\"../data/buffer\":252,\"../geo/lng_lat\":256,\"../render/draw_raster\":267,\"../render/vertex_array_object\":273,\"../util/ajax\":334,\"../util/evented\":341,\"../util/util\":349,\"./tile\":280,\"./tile_coord\":281,\"point-geometry\":404}],277:[function(t,e,r){\"use strict\";var n=t(\"../data/bucket\");e.exports=function(t,e,r){return e*(n.EXTENT/(t.tileSize*Math.pow(2,r-t.coord.z)))}},{\"../data/bucket\":247}],278:[function(t,e,r){\"use strict\";function n(t){i.extend(this,i.pick(t,[\"url\",\"tileSize\"])),s._loadTileJSON.call(this,t)}var i=t(\"../util/util\"),o=t(\"../util/ajax\"),a=t(\"../util/evented\"),s=t(\"./source\"),l=t(\"../util/mapbox\").normalizeTileURL;e.exports=n,n.prototype=i.inherit(a,{minzoom:0,maxzoom:22,roundZoom:!0,tileSize:512,_loaded:!1,onAdd:function(t){this.map=t},loaded:function(){return this._pyramid&&this._pyramid.loaded()},update:function(t){this._pyramid&&this._pyramid.update(this.used,t,this.map.style.rasterFadeDuration)},reload:function(){},serialize:function(){return{type:\"raster\",url:this.url,tileSize:this.tileSize}},getVisibleCoordinates:s._getVisibleCoordinates,getTile:s._getTile,_loadTile:function(t){function e(e,r){if(delete t.request,!t.aborted){if(e)return t.errored=!0,void this.fire(\"tile.error\",{tile:t,error:e});var n=this.map.painter.gl;t.texture=this.map.painter.getTexture(r.width),t.texture?(n.bindTexture(n.TEXTURE_2D,t.texture),n.texSubImage2D(n.TEXTURE_2D,0,0,0,n.RGBA,n.UNSIGNED_BYTE,r)):(t.texture=n.createTexture(),n.bindTexture(n.TEXTURE_2D,t.texture),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR_MIPMAP_NEAREST),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),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.pixelStorei(n.UNPACK_PREMULTIPLY_ALPHA_WEBGL,!0),n.texImage2D(n.TEXTURE_2D,0,n.RGBA,n.RGBA,n.UNSIGNED_BYTE,r),t.texture.size=r.width),n.generateMipmap(n.TEXTURE_2D),t.timeAdded=(new Date).getTime(),this.map.animationLoop.set(this.style.rasterFadeDuration),t.source=this,t.loaded=!0,this.fire(\"tile.load\",{tile:t})}}var r=l(t.coord.url(this.tiles),this.url,this.tileSize);t.request=o.getImage(r,e.bind(this))},_abortTile:function(t){t.aborted=!0,t.request&&(t.request.abort(),delete t.request)},_addTile:function(t){this.fire(\"tile.add\",{tile:t})},_removeTile:function(t){this.fire(\"tile.remove\",{tile:t})},_unloadTile:function(t){t.texture&&this.map.painter.saveTexture(t.texture)}})},{\"../util/ajax\":334,\"../util/evented\":341,\"../util/mapbox\":346,\"../util/util\":349,\"./source\":279}],279:[function(t,e,r){\"use strict\";function n(t,e){var r=t.tile.coord,n=e.tile.coord;return r.z-n.z||r.y-n.y||r.x-n.x}function i(t){for(var e=t[0]||{},r=1;r<t.length;r++){var n=t[r];for(var i in n){var o=n[i],a=e[i];if(void 0===a)a=e[i]=o;else for(var s=0;s<o.length;s++)a.push(o[s])}}return e}var o=t(\"../util/util\"),a=t(\"../util/ajax\"),s=t(\"../util/browser\"),l=t(\"./tile_pyramid\"),u=t(\"../util/mapbox\").normalizeSourceURL,c=t(\"./tile_coord\");r._loadTileJSON=function(t){var e=function(t,e){return t?void this.fire(\"error\",{error:t}):(o.extend(this,o.pick(e,[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\"])),e.vector_layers&&(this.vectorLayers=e.vector_layers,this.vectorLayerIds=this.vectorLayers.map(function(t){return t.id})),this._pyramid=new l({tileSize:this.tileSize,minzoom:this.minzoom,maxzoom:this.maxzoom,roundZoom:this.roundZoom,reparseOverscaled:this.reparseOverscaled,load:this._loadTile.bind(this),abort:this._abortTile.bind(this),unload:this._unloadTile.bind(this),add:this._addTile.bind(this),remove:this._removeTile.bind(this),redoPlacement:this._redoTilePlacement?this._redoTilePlacement.bind(this):void 0}),void this.fire(\"load\"))}.bind(this);t.url?a.getJSON(u(t.url),e):s.frame(e.bind(this,null,t))},r.redoPlacement=function(){if(this._pyramid)for(var t=this._pyramid.orderedIDs(),e=0;e<t.length;e++){var r=this._pyramid.getTile(t[e]);this._redoTilePlacement(r)}},r._getTile=function(t){return this._pyramid.getTile(t.id)},r._getVisibleCoordinates=function(){return this._pyramid?this._pyramid.renderedIDs().map(c.fromID):[]},r._queryRenderedVectorFeatures=function(t,e,r,o){if(!this._pyramid)return{};var a=this._pyramid.tilesIn(t);a.sort(n);for(var s=this.map.style._layers,l=[],u=0;u<a.length;u++){var c=a[u];c.tile.featureIndex&&l.push(c.tile.featureIndex.query({queryGeometry:c.queryGeometry,scale:c.scale,tileSize:c.tile.tileSize,bearing:o,params:e},s))}return i(l)},r._querySourceFeatures=function(t){if(!this._pyramid)return[];for(var e=this._pyramid,r=e.renderedIDs().map(function(t){return e.getTile(t)}),n=[],i={},o=0;o<r.length;o++){var a=r[o],s=new c(Math.min(a.sourceMaxZoom,a.coord.z),a.coord.x,a.coord.y,0).id;i[s]||(i[s]=!0,a.querySourceFeatures(n,t))}return n},r.create=function(e){var n={vector:t(\"./vector_tile_source\"),raster:t(\"./raster_tile_source\"),geojson:t(\"./geojson_source\"),video:t(\"./video_source\"),image:t(\"./image_source\")};return r.is(e)?e:new n[e.type](e)},r.is=function(e){var r={vector:t(\"./vector_tile_source\"),raster:t(\"./raster_tile_source\"),geojson:t(\"./geojson_source\"),video:t(\"./video_source\"),image:t(\"./image_source\")};for(var n in r)if(e instanceof r[n])return!0;return!1}},{\"../util/ajax\":334,\"../util/browser\":335,\"../util/mapbox\":346,\"../util/util\":349,\"./geojson_source\":274,\"./image_source\":276,\"./raster_tile_source\":278,\"./tile_coord\":281,\"./tile_pyramid\":282,\"./vector_tile_source\":283,\"./video_source\":284}],280:[function(t,e,r){\"use strict\";function n(t,e,r){this.coord=t,this.uid=o.uniqueId(),this.loaded=!1,this.isUnloaded=!1,this.uses=0,this.tileSize=e,this.sourceMaxZoom=r,this.buckets={}}function i(t,e){for(var r={},n=0;n<t.length;n++){var i=e.getLayer(t[n].layerId);if(i){var s=a.create(o.extend({layer:i,childLayers:t[n].childLayerIds.map(e.getLayer.bind(e)).filter(function(t){return t})},t[n]));r[s.id]=s}}return r}var o=t(\"../util/util\"),a=t(\"../data/bucket\"),s=t(\"../data/feature_index\"),l=t(\"vector-tile\"),u=t(\"pbf\"),c=t(\"../util/vectortile_to_geojson\"),h=t(\"feature-filter\"),f=t(\"../symbol/collision_tile\"),d=t(\"../symbol/collision_box\");e.exports=n,n.prototype={loadVectorData:function(t,e){this.loaded=!0,t&&(this.collisionBoxArray=new d(t.collisionBoxArray),this.collisionTile=new f(t.collisionTile,this.collisionBoxArray),this.featureIndex=new s(t.featureIndex,t.rawTileData,this.collisionTile),this.rawTileData=t.rawTileData,this.buckets=i(t.buckets,e))},reloadSymbolData:function(t,e,r){if(!this.isUnloaded){this.collisionTile=new f(t.collisionTile,this.collisionBoxArray),this.featureIndex.setCollisionTile(this.collisionTile);for(var n in this.buckets){var a=this.buckets[n];\"symbol\"===a.type&&(a.destroy(e.gl),delete this.buckets[n])}o.extend(this.buckets,i(t.buckets,r))}},unloadVectorData:function(t){for(var e in this.buckets){var r=this.buckets[e];r.destroy(t.gl)}this.collisionBoxArray=null,this.collisionTile=null,this.featureIndex=null,this.rawTileData=null,this.buckets=null,this.loaded=!1,this.isUnloaded=!0},redoPlacement:function(t){function e(e,r){this.reloadSymbolData(r,t.map.painter,t.map.style),t.fire(\"tile.load\",{tile:this}),this.redoingPlacement=!1,this.redoWhenDone&&(this.redoPlacement(t),this.redoWhenDone=!1)}return!this.loaded||this.redoingPlacement?void(this.redoWhenDone=!0):(this.redoingPlacement=!0,void t.dispatcher.send(\"redo placement\",{uid:this.uid,source:t.id,angle:t.map.transform.angle,pitch:t.map.transform.pitch,showCollisionBoxes:t.map.showCollisionBoxes},e.bind(this),this.workerID))},getBucket:function(t){return this.buckets&&this.buckets[t.ref||t.id]},querySourceFeatures:function(t,e){if(this.rawTileData){this.vtLayers||(this.vtLayers=new l.VectorTile(new u(new Uint8Array(this.rawTileData))).layers);var r=this.vtLayers._geojsonTileLayer||this.vtLayers[e.sourceLayer];if(r)for(var n=h(e.filter),i={z:this.coord.z,x:this.coord.x,y:this.coord.y},o=0;o<r.length;o++){var a=r.feature(o);if(n(a)){var s=new c(a,this.coord.z,this.coord.x,this.coord.y);s.tile=i,t.push(s)}}}}}},{\"../data/bucket\":247,\"../data/feature_index\":253,\"../symbol/collision_box\":306,\"../symbol/collision_tile\":308,\"../util/util\":349,\"../util/vectortile_to_geojson\":350,\"feature-filter\":352,pbf:402,\"vector-tile\":413}],281:[function(t,e,r){\"use strict\";function n(t,e,r,n){s(!isNaN(t)&&t>=0&&t%1===0),s(!isNaN(e)&&e>=0&&e%1===0),s(!isNaN(r)&&r>=0&&r%1===0),isNaN(n)&&(n=0),this.z=+t,this.x=+e,this.y=+r,this.w=+n,n*=2,0>n&&(n=-1*n-1);var i=1<<this.z;this.id=32*(i*i*n+i*this.y+this.x)+this.z,this.posMatrix=null}function i(t,e){if(t.row>e.row){var r=t;t=e,e=r}return{x0:t.column,y0:t.row,x1:e.column,y1:e.row,dx:e.column-t.column,dy:e.row-t.row}}function o(t,e,r,n,i){var o=Math.max(r,Math.floor(e.y0)),a=Math.min(n,Math.ceil(e.y1));if(t.x0===e.x0&&t.y0===e.y0?t.x0+e.dy/t.dy*t.dx<e.x1:t.x1-e.dy/t.dy*t.dx<e.x0){var s=t;t=e,e=s}for(var l=t.dx/t.dy,u=e.dx/e.dy,c=t.dx>0,h=e.dx<0,f=o;a>f;f++){var d=l*Math.max(0,Math.min(t.dy,f+c-t.y0))+t.x0,p=u*Math.max(0,Math.min(e.dy,f+h-e.y0))+e.x0;i(Math.floor(p),Math.ceil(d),f)}}function a(t,e,r,n,a,s){var l,u=i(t,e),c=i(e,r),h=i(r,t);u.dy>c.dy&&(l=u,u=c,c=l),u.dy>h.dy&&(l=u,u=h,h=l),c.dy>h.dy&&(l=c,c=h,h=l),u.dy&&o(h,u,n,a,s),c.dy&&o(h,c,n,a,s)}var s=t(\"assert\"),l=t(\"../geo/coordinate\");e.exports=n,n.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y},n.prototype.toCoordinate=function(t){var e=Math.min(this.z,t),r=Math.pow(2,e),n=this.y,i=this.x+r*this.w;return new l(i,n,e)},n.fromID=function(t){var e=t%32,r=1<<e,i=(t-e)/32,o=i%r,a=(i-o)/r%r,s=Math.floor(i/(r*r));return s%2!==0&&(s=-1*s-1),s/=2,new n(e,o,a,s)},n.prototype.url=function(t,e){return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",Math.min(this.z,e||this.z)).replace(\"{x}\",this.x).replace(\"{y}\",this.y)},n.prototype.parent=function(t){return 0===this.z?null:this.z>t?new n(this.z-1,this.x,this.y,this.w):new n(this.z-1,Math.floor(this.x/2),Math.floor(this.y/2),this.w)},n.prototype.wrapped=function(){return new n(this.z,this.x,this.y,0)},n.prototype.children=function(t){if(this.z>=t)return[new n(this.z+1,this.x,this.y,this.w)];var e=this.z+1,r=2*this.x,i=2*this.y;return[new n(e,r,i,this.w),new n(e,r+1,i,this.w),new n(e,r,i+1,this.w),new n(e,r+1,i+1,this.w)]},n.cover=function(t,e,r){function i(t,e,i){var a,l,u;if(i>=0&&o>=i)for(a=t;e>a;a++)l=(a%o+o)%o,u=new n(r,l,i,Math.floor(a/o)),s[u.id]=u}var o=1<<t,s={};return a(e[0],e[1],e[2],0,o,i),a(e[2],e[3],e[0],0,o,i),Object.keys(s).map(function(t){return s[t]})}},{\"../geo/coordinate\":255,assert:52}],282:[function(t,e,r){\"use strict\";function n(t){this.tileSize=t.tileSize,this.minzoom=t.minzoom,this.maxzoom=t.maxzoom,this.roundZoom=t.roundZoom,this.reparseOverscaled=t.reparseOverscaled,this._load=t.load,this._abort=t.abort,this._unload=t.unload,this._add=t.add,this._remove=t.remove,this._redoPlacement=t.redoPlacement,this._tiles={},this._cache=new u(0,function(t){return this._unload(t)}.bind(this)),this._filterRendered=this._filterRendered.bind(this)}function i(t,e,r){var n=r.zoomTo(Math.min(t.z,e));return{x:(n.column-(t.x+t.w*Math.pow(2,t.z)))*f,y:(n.row-t.y)*f}}function o(t,e){return t%32-e%32}var a=t(\"./tile\"),s=t(\"./tile_coord\"),l=t(\"point-geometry\"),u=t(\"../util/lru_cache\"),c=t(\"../geo/coordinate\"),h=t(\"../util/util\"),f=t(\"../data/bucket\").EXTENT;e.exports=n,n.maxOverzooming=10,n.maxUnderzooming=3,n.prototype={loaded:function(){for(var t in this._tiles)if(!this._tiles[t].loaded&&!this._tiles[t].errored)return!1;return!0},orderedIDs:function(){return Object.keys(this._tiles).map(Number).sort(o)},renderedIDs:function(){return this.orderedIDs().filter(this._filterRendered)},_filterRendered:function(t){return this._tiles[t].loaded&&!this._coveredTiles[t]},reload:function(){this._cache.reset();for(var t in this._tiles)this._load(this._tiles[t])},getTile:function(t){return this._tiles[t]},getZoom:function(t){return t.zoom+Math.log(t.tileSize/this.tileSize)/Math.LN2},coveringZoomLevel:function(t){return(this.roundZoom?Math.round:Math.floor)(this.getZoom(t))},coveringTiles:function(t){var e=this.coveringZoomLevel(t),r=e;if(e<this.minzoom)return[];e>this.maxzoom&&(e=this.maxzoom);var n=t,i=n.locationCoordinate(n.center)._zoomTo(e),o=new l(i.column-.5,i.row-.5);return s.cover(e,[n.pointCoordinate(new l(0,0))._zoomTo(e),n.pointCoordinate(new l(n.width,0))._zoomTo(e),n.pointCoordinate(new l(n.width,n.height))._zoomTo(e),n.pointCoordinate(new l(0,n.height))._zoomTo(e)],this.reparseOverscaled?r:e).sort(function(t,e){return o.dist(t)-o.dist(e)})},findLoadedChildren:function(t,e,r){var n=!1;for(var i in this._tiles){var o=this._tiles[i];if(!(r[i]||!o.loaded||o.coord.z<=t.z||o.coord.z>e)){\n",
       "var a=Math.pow(2,Math.min(o.coord.z,this.maxzoom)-Math.min(t.z,this.maxzoom));if(Math.floor(o.coord.x/a)===t.x&&Math.floor(o.coord.y/a)===t.y)for(r[i]=!0,n=!0;o&&o.coord.z-1>t.z;){var s=o.coord.parent(this.maxzoom).id;o=this._tiles[s],o&&o.loaded&&(delete r[i],r[s]=!0)}}}return n},findLoadedParent:function(t,e,r){for(var n=t.z-1;n>=e;n--){t=t.parent(this.maxzoom);var i=this._tiles[t.id];if(i&&i.loaded)return r[t.id]=!0,i;if(this._cache.has(t.id))return this.addTile(t),r[t.id]=!0,this._tiles[t.id]}},updateCacheSize:function(t){var e=Math.ceil(t.width/t.tileSize)+1,r=Math.ceil(t.height/t.tileSize)+1,n=e*r,i=5;this._cache.setMaxSize(Math.floor(n*i))},update:function(t,e,r){var i,o,a;this.updateCacheSize(e);var l=(this.roundZoom?Math.round:Math.floor)(this.getZoom(e)),u=Math.max(l-n.maxOverzooming,this.minzoom),c=Math.max(l+n.maxUnderzooming,this.minzoom),f={},d=(new Date).getTime();this._coveredTiles={};var p=t?this.coveringTiles(e):[];for(i=0;i<p.length;i++)o=p[i],a=this.addTile(o),f[o.id]=!0,a.loaded||this.findLoadedChildren(o,c,f)||this.findLoadedParent(o,u,f);for(var v={},m=Object.keys(f),g=0;g<m.length;g++){var y=m[g];o=s.fromID(y),a=this._tiles[y],a&&a.timeAdded>d-(r||0)&&(this.findLoadedChildren(o,c,f)&&(f[y]=!0),this.findLoadedParent(o,u,v))}var b;for(b in v)f[b]||(this._coveredTiles[b]=!0);for(b in v)f[b]=!0;var x=h.keysDifference(this._tiles,f);for(i=0;i<x.length;i++)this.removeTile(+x[i]);this.transform=e},addTile:function(t){var e=this._tiles[t.id];if(e)return e;var r=t.wrapped();if(e=this._tiles[r.id],e||(e=this._cache.get(r.id),e&&this._redoPlacement&&this._redoPlacement(e)),!e){var n=t.z,i=n>this.maxzoom?Math.pow(2,n-this.maxzoom):1;e=new a(r,this.tileSize*i,this.maxzoom),this._load(e)}return e.uses++,this._tiles[t.id]=e,this._add(e,t),e},removeTile:function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._remove(e),e.uses>0||(e.loaded?this._cache.add(e.coord.wrapped().id,e):(this._abort(e),this._unload(e))))},clearTiles:function(){for(var t in this._tiles)this.removeTile(t);this._cache.reset()},tilesIn:function(t){for(var e={},r=this.orderedIDs(),n=1/0,o=1/0,a=-(1/0),l=-(1/0),u=t[0].zoom,h=0;h<t.length;h++){var d=t[h];n=Math.min(n,d.column),o=Math.min(o,d.row),a=Math.max(a,d.column),l=Math.max(l,d.row)}for(var p=0;p<r.length;p++){var v=this._tiles[r[p]],m=s.fromID(r[p]),g=[i(m,v.sourceMaxZoom,new c(n,o,u)),i(m,v.sourceMaxZoom,new c(a,l,u))];if(g[0].x<f&&g[0].y<f&&g[1].x>=0&&g[1].y>=0){for(var y=[],b=0;b<t.length;b++)y.push(i(m,v.sourceMaxZoom,t[b]));var x=e[v.coord.id];void 0===x&&(x=e[v.coord.id]={tile:v,queryGeometry:[],scale:Math.pow(2,this.transform.zoom-v.coord.z)}),x.queryGeometry.push(y)}}var _=[];for(var w in e)_.push(e[w]);return _}}},{\"../data/bucket\":247,\"../geo/coordinate\":255,\"../util/lru_cache\":345,\"../util/util\":349,\"./tile\":280,\"./tile_coord\":281,\"point-geometry\":404}],283:[function(t,e,r){\"use strict\";function n(t){if(i.extend(this,i.pick(t,[\"url\",\"tileSize\"])),this._options=i.extend({type:\"vector\"},t),512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");a._loadTileJSON.call(this,t)}var i=t(\"../util/util\"),o=t(\"../util/evented\"),a=t(\"./source\"),s=t(\"../util/mapbox\").normalizeTileURL;e.exports=n,n.prototype=i.inherit(o,{minzoom:0,maxzoom:22,tileSize:512,reparseOverscaled:!0,_loaded:!1,isTileClipped:!0,onAdd:function(t){this.map=t},loaded:function(){return this._pyramid&&this._pyramid.loaded()},update:function(t){this._pyramid&&this._pyramid.update(this.used,t)},reload:function(){this._pyramid&&this._pyramid.reload()},serialize:function(){return i.extend({},this._options)},getVisibleCoordinates:a._getVisibleCoordinates,getTile:a._getTile,queryRenderedFeatures:a._queryRenderedVectorFeatures,querySourceFeatures:a._querySourceFeatures,_loadTile:function(t){var e=t.coord.z>this.maxzoom?Math.pow(2,t.coord.z-this.maxzoom):1,r={url:s(t.coord.url(this.tiles,this.maxzoom),this.url),uid:t.uid,coord:t.coord,zoom:t.coord.z,tileSize:this.tileSize*e,source:this.id,overscaling:e,angle:this.map.transform.angle,pitch:this.map.transform.pitch,showCollisionBoxes:this.map.showCollisionBoxes};t.workerID?(r.rawTileData=t.rawTileData,this.dispatcher.send(\"reload tile\",r,this._tileLoaded.bind(this,t),t.workerID)):t.workerID=this.dispatcher.send(\"load tile\",r,this._tileLoaded.bind(this,t))},_tileLoaded:function(t,e,r){if(!t.aborted){if(e)return t.errored=!0,void this.fire(\"tile.error\",{tile:t,error:e});t.loadVectorData(r,this.map.style),t.redoWhenDone&&(t.redoWhenDone=!1,t.redoPlacement(this)),this.fire(\"tile.load\",{tile:t}),this.fire(\"tile.stats\",r.bucketStats)}},_abortTile:function(t){t.aborted=!0,this.dispatcher.send(\"abort tile\",{uid:t.uid,source:this.id},null,t.workerID)},_addTile:function(t){this.fire(\"tile.add\",{tile:t})},_removeTile:function(t){this.fire(\"tile.remove\",{tile:t})},_unloadTile:function(t){t.unloadVectorData(this.map.painter),this.dispatcher.send(\"remove tile\",{uid:t.uid,source:this.id},null,t.workerID)},redoPlacement:a.redoPlacement,_redoTilePlacement:function(t){t.redoPlacement(this)}})},{\"../util/evented\":341,\"../util/mapbox\":346,\"../util/util\":349,\"./source\":279}],284:[function(t,e,r){\"use strict\";function n(t){this.urls=t.urls,this.coordinates=t.coordinates,c.getVideo(t.urls,function(e,r){if(!e){this.video=r,this.video.loop=!0;var n;this.video.addEventListener(\"playing\",function(){n=this.map.style.animationLoop.set(1/0),this.map._rerender()}.bind(this)),this.video.addEventListener(\"pause\",function(){this.map.style.animationLoop.cancel(n)}.bind(this)),this._loaded=!0,this.map&&(this.video.play(),this.setCoordinates(t.coordinates))}}.bind(this))}var i=t(\"../util/util\"),o=t(\"./tile\"),a=t(\"./tile_coord\"),s=t(\"../geo/lng_lat\"),l=t(\"point-geometry\"),u=t(\"../util/evented\"),c=t(\"../util/ajax\"),h=t(\"../data/bucket\").EXTENT,f=t(\"../render/draw_raster\").RasterBoundsArray,d=t(\"../data/buffer\"),p=t(\"../render/vertex_array_object\");e.exports=n,n.prototype=i.inherit(u,{roundZoom:!0,getVideo:function(){return this.video},onAdd:function(t){this.map=t,this.video&&(this.video.play(),this.setCoordinates(this.coordinates))},setCoordinates:function(t){this.coordinates=t;var e=this.map,r=t.map(function(t){return e.transform.locationCoordinate(s.convert(t)).zoomTo(0)}),n=this.centerCoord=i.getCoordinatesCenter(r);n.column=Math.round(n.column),n.row=Math.round(n.row);var u=r.map(function(t){var e=t.zoomTo(n.zoom);return new l(Math.round((e.column-n.column)*h),Math.round((e.row-n.row)*h))}),c=32767,v=new f;return v.emplaceBack(u[0].x,u[0].y,0,0),v.emplaceBack(u[1].x,u[1].y,c,0),v.emplaceBack(u[3].x,u[3].y,0,c),v.emplaceBack(u[2].x,u[2].y,c,c),this.tile=new o(new a(n.zoom,n.column,n.row)),this.tile.buckets={},this.tile.boundsBuffer=new d(v.serialize(),f.serialize(),d.BufferType.VERTEX),this.tile.boundsVAO=new p,this.fire(\"change\"),this},loaded:function(){return this.video&&this.video.readyState>=2},update:function(){},reload:function(){},prepare:function(){if(this._loaded&&!(this.video.readyState<2)){var t=this.map.painter.gl;this.tile.texture?(t.bindTexture(t.TEXTURE_2D,this.tile.texture),t.texSubImage2D(t.TEXTURE_2D,0,0,0,t.RGBA,t.UNSIGNED_BYTE,this.video)):(this.tile.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.tile.texture),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),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.LINEAR),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.LINEAR),t.texImage2D(t.TEXTURE_2D,0,t.RGBA,t.RGBA,t.UNSIGNED_BYTE,this.video)),this._currentTime=this.video.currentTime}},getVisibleCoordinates:function(){return this.tile?[this.tile.coord]:[]},getTile:function(){return this.tile},serialize:function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}}})},{\"../data/bucket\":247,\"../data/buffer\":252,\"../geo/lng_lat\":256,\"../render/draw_raster\":267,\"../render/vertex_array_object\":273,\"../util/ajax\":334,\"../util/evented\":341,\"../util/util\":349,\"./tile\":280,\"./tile_coord\":281,\"point-geometry\":404}],285:[function(t,e,r){\"use strict\";function n(t){this.self=t,this.actor=new o(t,this),this.loading={},this.loaded={},this.geoJSONIndexes={}}function i(t){var e={};for(var r in t){var n=t[r],i=n.ref||n.id,o=t[i];o.layout&&\"none\"===o.layout.visibility||(e[i]=e[i]||[],r===i?e[i].unshift(n):e[i].push(n))}return e}var o=t(\"../util/actor\"),a=t(\"./worker_tile\"),s=t(\"../style/style_layer\"),l=t(\"../util/util\"),u=t(\"../util/ajax\"),c=t(\"vector-tile\"),h=t(\"pbf\"),f=t(\"supercluster\"),d=t(\"geojson-vt\"),p=t(\"geojson-rewind\"),v=t(\"./geojson_wrapper\"),m=t(\"vt-pbf\");e.exports=function(t){return new n(t)},l.extend(n.prototype,{\"set layers\":function(t){function e(t){var e=s.create(t,t.ref&&r.layers[t.ref]);e.updatePaintTransitions({},{transition:!1}),r.layers[e.id]=e}this.layers={};for(var r=this,n=[],o=0;o<t.length;o++){var a=t[o];\"fill\"!==a.type&&\"line\"!==a.type&&\"circle\"!==a.type&&\"symbol\"!==a.type||(a.ref?n.push(o):e(a))}for(var l=0;l<n.length;l++)e(t[n[l]]);this.layerFamilies=i(this.layers)},\"update layers\":function(t){function e(t){var e=o.layers[t.ref];o.layers[t.id]?o.layers[t.id].set(t,e):o.layers[t.id]=s.create(t,e),o.layers[t.id].updatePaintTransitions({},{transition:!1})}var r,n,o=this;for(r in t)n=t[r],n.ref&&e(n);for(r in t)n=t[r],n.ref||e(n);this.layerFamilies=i(this.layers)},\"load tile\":function(t,e){function r(t,r){return delete this.loading[n][i],t?e(t):(o.data=new c.VectorTile(new h(new Uint8Array(r))),o.parse(o.data,this.layerFamilies,this.actor,r,e),this.loaded[n]=this.loaded[n]||{},void(this.loaded[n][i]=o))}var n=t.source,i=t.uid;this.loading[n]||(this.loading[n]={});var o=this.loading[n][i]=new a(t);o.xhr=u.getArrayBuffer(t.url,r.bind(this))},\"reload tile\":function(t,e){var r=this.loaded[t.source],n=t.uid;if(r&&r[n]){var i=r[n];i.parse(i.data,this.layerFamilies,this.actor,t.rawTileData,e)}},\"abort tile\":function(t){var e=this.loading[t.source],r=t.uid;e&&e[r]&&(e[r].xhr.abort(),delete e[r])},\"remove tile\":function(t){var e=this.loaded[t.source],r=t.uid;e&&e[r]&&delete e[r]},\"redo placement\":function(t,e){var r=this.loaded[t.source],n=this.loading[t.source],i=t.uid;if(r&&r[i]){var o=r[i],a=o.redoPlacement(t.angle,t.pitch,t.showCollisionBoxes);a.result&&e(null,a.result,a.transferables)}else n&&n[i]&&(n[i].angle=t.angle)},\"parse geojson\":function(t,e){var r=function(r,n){if(p(n,!0),r)return e(r);if(\"object\"!=typeof n)return e(new Error(\"Input data is not a valid GeoJSON object.\"));try{this.geoJSONIndexes[t.source]=t.cluster?f(t.superclusterOptions).load(n.features):d(n,t.geojsonVtOptions)}catch(r){return e(r)}e(null)}.bind(this);if(t.url)u.getJSON(t.url,r);else{if(\"string\"!=typeof t.data)return e(new Error(\"Input data is not a valid GeoJSON object.\"));r(null,JSON.parse(t.data))}},\"load geojson tile\":function(t,e){var r=t.source,n=t.coord;if(!this.geoJSONIndexes[r])return e(null,null);var i=this.geoJSONIndexes[r].getTile(Math.min(n.z,t.maxZoom),n.x,n.y),o=i?new a(t):void 0;if(this.loaded[r]=this.loaded[r]||{},this.loaded[r][t.uid]=o,!i)return e(null,null);var s=new v(i.features);s.name=\"_geojsonTileLayer\";var l=m({layers:{_geojsonTileLayer:s}}).buffer;o.parse(s,this.layerFamilies,this.actor,l,e)}})},{\"../style/style_layer\":293,\"../util/actor\":333,\"../util/ajax\":334,\"../util/util\":349,\"./geojson_wrapper\":275,\"./worker_tile\":286,\"geojson-rewind\":353,\"geojson-vt\":358,pbf:402,supercluster:407,\"vector-tile\":413,\"vt-pbf\":417}],286:[function(t,e,r){\"use strict\";function n(t){this.coord=t.coord,this.uid=t.uid,this.zoom=t.zoom,this.tileSize=t.tileSize,this.source=t.source,this.overscaling=t.overscaling,this.angle=t.angle,this.pitch=t.pitch,this.showCollisionBoxes=t.showCollisionBoxes}function i(t){for(var e in t.arrayGroups)for(var r=t.arrayGroups[e],n=0;n<r.length;n++){var i=r[n];for(var o in i){var a=i[o];for(var s in a)if(a[s].length>0)return!0}}return!1}function o(t){return t.serialize()}function a(t){var e=[];for(var r in t){var n=t[r];for(var i in n.arrayGroups)for(var o=n.arrayGroups[i],a=0;a<o.length;a++){var s=o[a];for(var l in s){var u=s[l];for(var c in u)e.push(u[c].arrayBuffer)}}}return e}function s(t){return t.id}var l=t(\"../data/feature_index\"),u=t(\"../symbol/collision_tile\"),c=t(\"../data/bucket\"),h=t(\"../symbol/collision_box\"),f=t(\"../util/dictionary_coder\");e.exports=n,n.prototype.parse=function(t,e,r,n,d){function p(t,e){for(var r=0;r<t.length;r++){var n=t.feature(r);n.index=r;for(var i in e)e[i].filter(n)&&e[i].features.push(n)}}function v(t){if(t)return d(t);if(F++,2===F){for(var e=P.length-1;e>=0;e--)m(T,P[e]);g()}}function m(t,e){var r=Date.now();e.populateBuffers(w,O,D);var n=Date.now()-r;if(\"symbol\"!==e.type)for(var i=0;i<e.features.length;i++){var o=e.features[i];M.insert(o,o.index,e.sourceLayerIndex,e.index)}e.features=null,A._total+=n,A[e.id]=(A[e.id]||0)+n}function g(){T.status=\"done\",T.redoPlacementAfterDone&&(T.redoPlacement(T.angle,T.pitch,null),T.redoPlacementAfterDone=!1);var t=M.serialize(),e=w.serialize(),r=T.collisionBoxArray.serialize(),s=[n].concat(t.transferables).concat(e.transferables),l=I.filter(i);d(null,{buckets:l.map(o),bucketStats:A,featureIndex:t.data,collisionTile:e.data,collisionBoxArray:r,rawTileData:n},a(l).concat(s))}this.status=\"parsing\",this.data=t,this.collisionBoxArray=new h;var y,b,x,_,w=new u(this.angle,this.pitch,this.collisionBoxArray),M=new l(this.coord,this.overscaling,w,t.layers),k=new f(t.layers?Object.keys(t.layers).sort():[\"_geojsonTileLayer\"]),A={_total:0},T=this,E={},S={},L=0;for(var z in e)b=e[z][0],b.source===this.source&&(b.ref||b.minzoom&&this.zoom<b.minzoom||b.maxzoom&&this.zoom>=b.maxzoom||b.layout&&\"none\"===b.layout.visibility||t.layers&&!t.layers[b.sourceLayer]||(_=c.create({layer:b,index:L++,childLayers:e[z],zoom:this.zoom,overscaling:this.overscaling,showCollisionBoxes:this.showCollisionBoxes,collisionBoxArray:this.collisionBoxArray,sourceLayerIndex:k.encode(b.sourceLayer||\"_geojsonTileLayer\")}),_.createFilter(),E[b.id]=_,t.layers&&(x=b.sourceLayer,S[x]=S[x]||{},S[x][b.id]=_)));if(t.layers)for(x in S)b=t.layers[x],b&&p(b,S[x]);else p(t,E);var I=[],P=this.symbolBuckets=[],C=[];M.bucketLayerIDs={};for(var R in E)_=E[R],0!==_.features.length&&(M.bucketLayerIDs[_.index]=_.childLayers.map(s),I.push(_),\"symbol\"===_.type?P.push(_):C.push(_));var D={},O={},F=0;if(P.length>0){for(y=P.length-1;y>=0;y--)P[y].updateIcons(D),P[y].updateFont(O);for(var j in O)O[j]=Object.keys(O[j]).map(Number);D=Object.keys(D),r.send(\"get glyphs\",{uid:this.uid,stacks:O},function(t,e){O=e,v(t)}),D.length?r.send(\"get icons\",{icons:D},function(t,e){D=e,v(t)}):v()}for(y=C.length-1;y>=0;y--)m(this,C[y]);return 0===P.length?g():void 0},n.prototype.redoPlacement=function(t,e,r){if(\"done\"!==this.status)return this.redoPlacementAfterDone=!0,this.angle=t,{};for(var n=new u(t,e,this.collisionBoxArray),s=this.symbolBuckets,l=s.length-1;l>=0;l--)s[l].placeFeatures(n,r);var c=n.serialize(),h=s.filter(i);return{result:{buckets:h.map(o),collisionTile:c.data},transferables:a(h).concat(c.transferables)}}},{\"../data/bucket\":247,\"../data/feature_index\":253,\"../symbol/collision_box\":306,\"../symbol/collision_tile\":308,\"../util/dictionary_coder\":340}],287:[function(t,e,r){\"use strict\";function n(){this.n=0,this.times=[]}e.exports=n,n.prototype.stopped=function(){return this.times=this.times.filter(function(t){return t.time>=(new Date).getTime()}),!this.times.length},n.prototype.set=function(t){return this.times.push({id:this.n,time:t+(new Date).getTime()}),this.n++},n.prototype.cancel=function(t){this.times=this.times.filter(function(e){return e.id!==t})}},{}],288:[function(t,e,r){\"use strict\";function n(t){this.base=t,this.retina=s.devicePixelRatio>1;var e=this.retina?\"@2x\":\"\";a.getJSON(l(t,e,\".json\"),function(t,e){return t?void this.fire(\"error\",{error:t}):(this.data=e,void(this.img&&this.fire(\"load\")))}.bind(this)),a.getImage(l(t,e,\".png\"),function(t,e){if(t)return void this.fire(\"error\",{error:t});for(var r=e.getData(),n=e.data=new Uint8Array(r.length),i=0;i<r.length;i+=4){var o=r[i+3]/255;n[i+0]=r[i+0]*o,n[i+1]=r[i+1]*o,n[i+2]=r[i+2]*o,n[i+3]=r[i+3]}this.img=e,this.data&&this.fire(\"load\")}.bind(this))}function i(){}var o=t(\"../util/evented\"),a=t(\"../util/ajax\"),s=t(\"../util/browser\"),l=t(\"../util/mapbox\").normalizeSpriteURL;e.exports=n,n.prototype=Object.create(o),n.prototype.toJSON=function(){return this.base},n.prototype.loaded=function(){return!(!this.data||!this.img)},n.prototype.resize=function(){if(s.devicePixelRatio>1!==this.retina){var t=new n(this.base);t.on(\"load\",function(){this.img=t.img,this.data=t.data,this.retina=t.retina}.bind(this))}},i.prototype={x:0,y:0,width:0,height:0,pixelRatio:1,sdf:!1},n.prototype.getSpritePosition=function(t){if(!this.loaded())return new i;var e=this.data&&this.data[t];return e&&this.img?e:new i}},{\"../util/ajax\":334,\"../util/browser\":335,\"../util/evented\":341,\"../util/mapbox\":346}],289:[function(t,e,r){\"use strict\";function n(t){if(l[t])return l[t];if(Array.isArray(t))return t;if(t&&t.stops)return s.extend({},t,{stops:t.stops.map(i)});if(\"string\"==typeof t){var e=a(t);if(!e)throw new Error(\"Invalid color \"+t);var r=o(e);return l[t]=r,r}throw new Error(\"Invalid color \"+t)}function i(t){return[t[0],n(t[1])]}function o(t){return[t[0]/255,t[1]/255,t[2]/255,t[3]/1]}var a=t(\"csscolorparser\").parseCSSColor,s=t(\"../util/util\"),l={};e.exports=n},{\"../util/util\":349,csscolorparser:351}],290:[function(t,e,r){\"use strict\";function n(t,e){this.animationLoop=e||new v,this.dispatcher=new p(Math.max(d.hardwareConcurrency-1,1),this),this.spriteAtlas=new l(512,512),this.lineAtlas=new u(256,512),this._layers={},this._order=[],this._groups=[],this.sources={},this.zoomHistory={},c.bindAll([\"_forwardSourceEvent\",\"_forwardTileEvent\",\"_forwardLayerEvent\",\"_redoPlacement\"],this),this._resetUpdates();var r=function(t,e){if(t)return void this.fire(\"error\",{error:t});if(!m.emitErrors(this,m(e))){this._loaded=!0,this.stylesheet=e,this.updateClasses();var r=e.sources;for(var n in r)this.addSource(n,r[n]);e.sprite&&(this.sprite=new a(e.sprite),this.sprite.on(\"load\",this.fire.bind(this,\"change\"))),this.glyphSource=new s(e.glyphs),this._resolve(),this.fire(\"load\")}}.bind(this);\"string\"==typeof t?h.getJSON(f(t),r):d.frame(r.bind(this,null,t)),this.on(\"source.load\",function(t){var e=t.source;if(e&&e.vectorLayerIds)for(var r in this._layers){var n=this._layers[r];n.source===e.id&&this._validateLayer(n)}})}var i=t(\"../util/evented\"),o=t(\"./style_layer\"),a=t(\"./image_sprite\"),s=t(\"../symbol/glyph_source\"),l=t(\"../symbol/sprite_atlas\"),u=t(\"../render/line_atlas\"),c=t(\"../util/util\"),h=t(\"../util/ajax\"),f=t(\"../util/mapbox\").normalizeStyleURL,d=t(\"../util/browser\"),p=t(\"../util/dispatcher\"),v=t(\"./animation_loop\"),m=t(\"./validate_style\"),g=t(\"../source/source\"),y=t(\"./style_spec\"),b=t(\"./style_function\");e.exports=n,n.prototype=c.inherit(i,{_loaded:!1,_validateLayer:function(t){var e=this.sources[t.source];t.sourceLayer&&e&&e.vectorLayerIds&&-1===e.vectorLayerIds.indexOf(t.sourceLayer)&&this.fire(\"error\",{error:new Error('Source layer \"'+t.sourceLayer+'\" does not exist on source \"'+e.id+'\" as specified by style layer \"'+t.id+'\"')})},loaded:function(){if(!this._loaded)return!1;for(var t in this.sources)if(!this.sources[t].loaded())return!1;return!this.sprite||this.sprite.loaded()},_resolve:function(){var t,e;this._layers={},this._order=this.stylesheet.layers.map(function(t){return t.id});for(var r=0;r<this.stylesheet.layers.length;r++)e=this.stylesheet.layers[r],e.ref||(t=o.create(e),this._layers[t.id]=t,t.on(\"error\",this._forwardLayerEvent));for(var n=0;n<this.stylesheet.layers.length;n++)if(e=this.stylesheet.layers[n],e.ref){var i=this.getLayer(e.ref);t=o.create(e,i),this._layers[t.id]=t,t.on(\"error\",this._forwardLayerEvent)}this._groupLayers(),this._updateWorkerLayers()},_groupLayers:function(){var t;this._groups=[];for(var e=0;e<this._order.length;++e){var r=this._layers[this._order[e]];t&&r.source===t.source||(t=[],t.source=r.source,this._groups.push(t)),t.push(r)}},_updateWorkerLayers:function(t){this.dispatcher.broadcast(t?\"update layers\":\"set layers\",this._serializeLayers(t))},_serializeLayers:function(t){t=t||this._order;for(var e=[],r={includeRefProperties:!0},n=0;n<t.length;n++)e.push(this._layers[t[n]].serialize(r));return e},_applyClasses:function(t,e){if(this._loaded){t=t||[],e=e||{transition:!0};var r=this.stylesheet.transition||{},n=this._updates.allPaintProps?this._layers:this._updates.paintProps;for(var i in n){var o=this._layers[i],a=this._updates.paintProps[i];if(this._updates.allPaintProps||a.all)o.updatePaintTransitions(t,e,r,this.animationLoop);else for(var s in a)this._layers[i].updatePaintTransition(s,t,e,r,this.animationLoop)}}},_recalculate:function(t){for(var e in this.sources)this.sources[e].used=!1;this._updateZoomHistory(t),this.rasterFadeDuration=300;for(var r in this._layers){var n=this._layers[r];n.recalculate(t,this.zoomHistory),!n.isHidden(t)&&n.source&&(this.sources[n.source].used=!0)}var i=300;Math.floor(this.z)!==Math.floor(t)&&this.animationLoop.set(i),this.z=t,this.fire(\"zoom\")},_updateZoomHistory:function(t){var e=this.zoomHistory;void 0===e.lastIntegerZoom&&(e.lastIntegerZoom=Math.floor(t),e.lastIntegerZoomTime=0,e.lastZoom=t),Math.floor(e.lastZoom)<Math.floor(t)?(e.lastIntegerZoom=Math.floor(t),e.lastIntegerZoomTime=Date.now()):Math.floor(e.lastZoom)>Math.floor(t)&&(e.lastIntegerZoom=Math.floor(t+1),e.lastIntegerZoomTime=Date.now()),e.lastZoom=t},_checkLoaded:function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},update:function(t,e){if(!this._updates.changed)return this;if(this._updates.allLayers)this._groupLayers(),this._updateWorkerLayers();else{var r=Object.keys(this._updates.layers);r.length&&this._updateWorkerLayers(r)}var n,i=Object.keys(this._updates.sources);for(n=0;n<i.length;n++)this._reloadSource(i[n]);for(n=0;n<this._updates.events.length;n++){var o=this._updates.events[n];this.fire(o[0],o[1])}return this._applyClasses(t,e),this._updates.changed&&this.fire(\"change\"),this._resetUpdates(),this},_resetUpdates:function(){this._updates={events:[],layers:{},sources:{},paintProps:{}}},addSource:function(t,e){if(this._checkLoaded(),void 0!==this.sources[t])throw new Error(\"There is already a source with this ID\");return!g.is(e)&&this._handleErrors(m.source,\"sources.\"+t,e)?this:(e=g.create(e),this.sources[t]=e,e.id=t,e.style=this,e.dispatcher=this.dispatcher,e.on(\"load\",this._forwardSourceEvent).on(\"error\",this._forwardSourceEvent).on(\"change\",this._forwardSourceEvent).on(\"tile.add\",this._forwardTileEvent).on(\"tile.load\",this._forwardTileEvent).on(\"tile.error\",this._forwardTileEvent).on(\"tile.remove\",this._forwardTileEvent).on(\"tile.stats\",this._forwardTileEvent),this._updates.events.push([\"source.add\",{source:e}]),this._updates.changed=!0,this)},removeSource:function(t){if(this._checkLoaded(),void 0===this.sources[t])throw new Error(\"There is no source with this ID\");var e=this.sources[t];return delete this.sources[t],e.off(\"load\",this._forwardSourceEvent).off(\"error\",this._forwardSourceEvent).off(\"change\",this._forwardSourceEvent).off(\"tile.add\",this._forwardTileEvent).off(\"tile.load\",this._forwardTileEvent).off(\"tile.error\",this._forwardTileEvent).off(\"tile.remove\",this._forwardTileEvent).off(\"tile.stats\",this._forwardTileEvent),this._updates.events.push([\"source.remove\",{source:e}]),this._updates.changed=!0,this},getSource:function(t){return this.sources[t]},addLayer:function(t,e){if(this._checkLoaded(),!(t instanceof o)){if(this._handleErrors(m.layer,\"layers.\"+t.id,t,!1,{arrayIndex:-1}))return this;var r=t.ref&&this.getLayer(t.ref);t=o.create(t,r)}return this._validateLayer(t),t.on(\"error\",this._forwardLayerEvent),this._layers[t.id]=t,this._order.splice(e?this._order.indexOf(e):1/0,0,t.id),this._updates.allLayers=!0,t.source&&(this._updates.sources[t.source]=!0),this._updates.events.push([\"layer.add\",{layer:t}]),this.updateClasses(t.id)},removeLayer:function(t){this._checkLoaded();var e=this._layers[t];if(void 0===e)throw new Error(\"There is no layer with this ID\");for(var r in this._layers)this._layers[r].ref===t&&this.removeLayer(r);return e.off(\"error\",this._forwardLayerEvent),delete this._layers[t],this._order.splice(this._order.indexOf(t),1),this._updates.allLayers=!0,this._updates.events.push([\"layer.remove\",{layer:e}]),this._updates.changed=!0,this},getLayer:function(t){return this._layers[t]},getReferentLayer:function(t){var e=this.getLayer(t);return e.ref&&(e=this.getLayer(e.ref)),e},setLayerZoomRange:function(t,e,r){this._checkLoaded();var n=this.getReferentLayer(t);return n.minzoom===e&&n.maxzoom===r?this:(null!=e&&(n.minzoom=e),null!=r&&(n.maxzoom=r),this._updateLayer(n))},setFilter:function(t,e){this._checkLoaded();var r=this.getReferentLayer(t);return this._handleErrors(m.filter,\"layers.\"+r.id+\".filter\",e)?this:c.deepEqual(r.filter,e)?this:(r.filter=c.clone(e),this._updateLayer(r))},getFilter:function(t){return this.getReferentLayer(t).filter},setLayoutProperty:function(t,e,r){this._checkLoaded();var n=this.getReferentLayer(t);return c.deepEqual(n.getLayoutProperty(e),r)?this:(n.setLayoutProperty(e,r),this._updateLayer(n))},getLayoutProperty:function(t,e){return this.getReferentLayer(t).getLayoutProperty(e)},setPaintProperty:function(t,e,r,n){this._checkLoaded();var i=this.getLayer(t);if(c.deepEqual(i.getPaintProperty(e,n),r))return this;var o=i.isPaintValueFeatureConstant(e);i.setPaintProperty(e,r,n);var a=!(b.isFunctionDefinition(r)&&\"$zoom\"!==r.property&&void 0!==r.property);return a&&o||(this._updates.layers[t]=!0,i.source&&(this._updates.sources[i.source]=!0)),this.updateClasses(t,e)},getPaintProperty:function(t,e,r){return this.getLayer(t).getPaintProperty(e,r)},updateClasses:function(t,e){if(this._updates.changed=!0,t){var r=this._updates.paintProps;r[t]||(r[t]={}),r[t][e||\"all\"]=!0}else this._updates.allPaintProps=!0;return this},serialize:function(){return c.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,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:c.mapObject(this.sources,function(t){return t.serialize()}),layers:this._order.map(function(t){return this._layers[t].serialize()},this)},function(t){return void 0!==t})},_updateLayer:function(t){return this._updates.layers[t.id]=!0,t.source&&(this._updates.sources[t.source]=!0),this._updates.changed=!0,this},_flattenRenderedFeatures:function(t){for(var e=[],r=this._order.length-1;r>=0;r--)for(var n=this._order[r],i=0;i<t.length;i++){var o=t[i][n];if(o)for(var a=0;a<o.length;a++)e.push(o[a])}return e},queryRenderedFeatures:function(t,e,r,n){e&&e.filter&&this._handleErrors(m.filter,\"queryRenderedFeatures.filter\",e.filter,!0);var i=[];for(var o in this.sources){var a=this.sources[o];a.queryRenderedFeatures&&i.push(a.queryRenderedFeatures(t,e,r,n))}return this._flattenRenderedFeatures(i)},querySourceFeatures:function(t,e){e&&e.filter&&this._handleErrors(m.filter,\"querySourceFeatures.filter\",e.filter,!0);var r=this.getSource(t);return r&&r.querySourceFeatures?r.querySourceFeatures(e):[]},_handleErrors:function(t,e,r,n,i){var o=n?m.throwErrors:m.emitErrors,a=t.call(m,c.extend({key:e,style:this.serialize(),value:r,styleSpec:y},i));return o.call(m,this,a)},_remove:function(){this.dispatcher.remove()},_reloadSource:function(t){this.sources[t].reload()},_updateSources:function(t){for(var e in this.sources)this.sources[e].update(t)},_redoPlacement:function(){for(var t in this.sources)this.sources[t].redoPlacement&&this.sources[t].redoPlacement()},_forwardSourceEvent:function(t){this.fire(\"source.\"+t.type,c.extend({source:t.target},t))},_forwardTileEvent:function(t){this.fire(t.type,c.extend({source:t.target},t))},_forwardLayerEvent:function(t){this.fire(\"layer.\"+t.type,c.extend({layer:{id:t.target.id}},t))},\"get sprite json\":function(t,e){var r=this.sprite;r.loaded()?e(null,{sprite:r.data,retina:r.retina}):r.on(\"load\",function(){e(null,{sprite:r.data,retina:r.retina})})},\"get icons\":function(t,e){var r=this.sprite,n=this.spriteAtlas;r.loaded()?(n.setSprite(r),n.addIcons(t.icons,e)):r.on(\"load\",function(){n.setSprite(r),n.addIcons(t.icons,e)})},\"get glyphs\":function(t,e){function r(t,r,n){t&&console.error(t),o[n]=r,i--,0===i&&e(null,o)}var n=t.stacks,i=Object.keys(n).length,o={};for(var a in n)this.glyphSource.getSimpleGlyphs(a,n[a],t.uid,r)}})},{\"../render/line_atlas\":270,\"../source/source\":279,\"../symbol/glyph_source\":311,\"../symbol/sprite_atlas\":316,\"../util/ajax\":334,\"../util/browser\":335,\"../util/dispatcher\":337,\"../util/evented\":341,\"../util/mapbox\":346,\"../util/util\":349,\"./animation_loop\":287,\"./image_sprite\":288,\"./style_function\":292,\"./style_layer\":293,\"./style_spec\":300,\"./validate_style\":302}],291:[function(t,e,r){\"use strict\";function n(t,e){this.type=t.type,this.transitionable=t.transition,this.value=s.clone(e),this.isFunction=!!e.stops,this.json=JSON.stringify(this.value);var r=\"color\"===this.type?a(this.value):e;if(this.calculate=o[t.function||\"piecewise-constant\"](r),this.isFeatureConstant=this.calculate.isFeatureConstant,this.isZoomConstant=this.calculate.isZoomConstant,\"piecewise-constant\"===t.function&&t.transition&&(this.calculate=i(this.calculate)),!this.isFeatureConstant&&!this.isZoomConstant){this.stopZoomLevels=[];for(var n=[],l=this.value.stops,u=0;u<this.value.stops.length;u++){var c=l[u][0].zoom;this.stopZoomLevels.indexOf(c)<0&&(this.stopZoomLevels.push(c),n.push([c,n.length]))}this.calculateInterpolationT=o.interpolated({stops:n,base:e.base})}}function i(t){return function(e,r){var n,i,o,a=e.zoom,s=e.zoomHistory,l=e.duration,u=a%1,c=Math.min((Date.now()-s.lastIntegerZoomTime)/l,1),h=1,f=1;return a>s.lastIntegerZoom?(n=u+(1-u)*c,h*=2,i=t({zoom:a-1},r),o=t({zoom:a},r)):(n=1-(1-c)*u,o=t({zoom:a},r),i=t({zoom:a+1},r),h/=2),{from:i,fromScale:h,to:o,toScale:f,t:n}}}var o=t(\"./style_function\"),a=t(\"./parse_color\"),s=t(\"../util/util\");e.exports=n},{\"../util/util\":349,\"./parse_color\":289,\"./style_function\":292}],292:[function(t,e,r){\"use strict\";var n=t(\"mapbox-gl-function\");r.interpolated=function(t){var e=n.interpolated(t),r=function(t,r){return e(t&&t.zoom,r||{})};return r.isFeatureConstant=e.isFeatureConstant,r.isZoomConstant=e.isZoomConstant,r},r[\"piecewise-constant\"]=function(t){var e=n[\"piecewise-constant\"](t),r=function(t,r){return e(t&&t.zoom,r||{})};return r.isFeatureConstant=e.isFeatureConstant,r.isZoomConstant=e.isZoomConstant,r},r.isFunctionDefinition=n.isFunctionDefinition},{\"mapbox-gl-function\":374}],293:[function(t,e,r){\"use strict\";function n(t,e){this.set(t,e)}function i(t){return t.value}var o=t(\"../util/util\"),a=t(\"./style_transition\"),s=t(\"./style_declaration\"),l=t(\"./style_spec\"),u=t(\"./validate_style\"),c=t(\"./parse_color\"),h=t(\"../util/evented\");e.exports=n;var f=\"-transition\";n.create=function(e,r){var n={background:t(\"./style_layer/background_style_layer\"),circle:t(\"./style_layer/circle_style_layer\"),fill:t(\"./style_layer/fill_style_layer\"),line:t(\"./style_layer/line_style_layer\"),raster:t(\"./style_layer/raster_style_layer\"),symbol:t(\"./style_layer/symbol_style_layer\")};return new n[(r||e).type](e,r)},n.prototype=o.inherit(h,{set:function(t,e){this.id=t.id,this.ref=t.ref,this.metadata=t.metadata,this.type=(e||t).type,this.source=(e||t).source,this.sourceLayer=(e||t)[\"source-layer\"],this.minzoom=(e||t).minzoom,this.maxzoom=(e||t).maxzoom,this.filter=(e||t).filter,this.paint={},this.layout={},this._paintSpecifications=l[\"paint_\"+this.type],this._layoutSpecifications=l[\"layout_\"+this.type],this._paintTransitions={},this._paintTransitionOptions={},this._paintDeclarations={},this._layoutDeclarations={},this._layoutFunctions={};var r,n;for(var i in t){var o=i.match(/^paint(?:\\.(.*))?$/);if(o){var a=o[1]||\"\";for(r in t[i])this.setPaintProperty(r,t[i][r],a)}}if(this.ref)this._layoutDeclarations=e._layoutDeclarations;else for(n in t.layout)this.setLayoutProperty(n,t.layout[n]);for(r in this._paintSpecifications)this.paint[r]=this.getPaintValue(r);\n",
       "for(n in this._layoutSpecifications)this._updateLayoutValue(n)},setLayoutProperty:function(t,e){if(null==e)delete this._layoutDeclarations[t];else{var r=\"layers.\"+this.id+\".layout.\"+t;if(this._handleErrors(u.layoutProperty,r,t,e))return;this._layoutDeclarations[t]=new s(this._layoutSpecifications[t],e)}this._updateLayoutValue(t)},getLayoutProperty:function(t){return this._layoutDeclarations[t]&&this._layoutDeclarations[t].value},getLayoutValue:function(t,e,r){var n=this._layoutSpecifications[t],i=this._layoutDeclarations[t];return i?i.calculate(e,r):n.default},setPaintProperty:function(t,e,r){var n=\"layers.\"+this.id+(r?'[\"paint.'+r+'\"].':\".paint.\")+t;if(o.endsWith(t,f))if(this._paintTransitionOptions[r||\"\"]||(this._paintTransitionOptions[r||\"\"]={}),null===e||void 0===e)delete this._paintTransitionOptions[r||\"\"][t];else{if(this._handleErrors(u.paintProperty,n,t,e))return;this._paintTransitionOptions[r||\"\"][t]=e}else if(this._paintDeclarations[r||\"\"]||(this._paintDeclarations[r||\"\"]={}),null===e||void 0===e)delete this._paintDeclarations[r||\"\"][t];else{if(this._handleErrors(u.paintProperty,n,t,e))return;this._paintDeclarations[r||\"\"][t]=new s(this._paintSpecifications[t],e)}},getPaintProperty:function(t,e){return e=e||\"\",o.endsWith(t,f)?this._paintTransitionOptions[e]&&this._paintTransitionOptions[e][t]:this._paintDeclarations[e]&&this._paintDeclarations[e][t]&&this._paintDeclarations[e][t].value},getPaintValue:function(t,e,r){var n=this._paintSpecifications[t],i=this._paintTransitions[t];return i?i.calculate(e,r):\"color\"===n.type&&n.default?c(n.default):n.default},getPaintValueStopZoomLevels:function(t){var e=this._paintTransitions[t];return e?e.declaration.stopZoomLevels:[]},getPaintInterpolationT:function(t,e){var r=this._paintTransitions[t];return r.declaration.calculateInterpolationT({zoom:e})},isPaintValueFeatureConstant:function(t){var e=this._paintTransitions[t];return e?e.declaration.isFeatureConstant:!0},isPaintValueZoomConstant:function(t){var e=this._paintTransitions[t];return e?e.declaration.isZoomConstant:!0},isHidden:function(t){return this.minzoom&&t<this.minzoom?!0:this.maxzoom&&t>=this.maxzoom?!0:\"none\"===this.layout.visibility?!0:0===this.paint[this.type+\"-opacity\"]},updatePaintTransitions:function(t,e,r,n){for(var i=o.extend({},this._paintDeclarations[\"\"]),a=0;a<t.length;a++)o.extend(i,this._paintDeclarations[t[a]]);var s;for(s in i)this._applyPaintDeclaration(s,i[s],e,r,n);for(s in this._paintTransitions)s in i||this._applyPaintDeclaration(s,null,e,r,n)},updatePaintTransition:function(t,e,r,n,i){for(var o=this._paintDeclarations[\"\"][t],a=0;a<e.length;a++){var s=this._paintDeclarations[e[a]];s&&s[t]&&(o=s[t])}this._applyPaintDeclaration(t,o,r,n,i)},recalculate:function(t,e){for(var r in this._paintTransitions)this.paint[r]=this.getPaintValue(r,{zoom:t,zoomHistory:e});for(var n in this._layoutFunctions)this.layout[n]=this.getLayoutValue(n,{zoom:t,zoomHistory:e})},serialize:function(t){var e={id:this.id,ref:this.ref,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom};for(var r in this._paintDeclarations){var n=\"\"===r?\"paint\":\"paint.\"+r;e[n]=o.mapObject(this._paintDeclarations[r],i)}return(!this.ref||t&&t.includeRefProperties)&&o.extend(e,{type:this.type,source:this.source,\"source-layer\":this.sourceLayer,filter:this.filter,layout:o.mapObject(this._layoutDeclarations,i)}),o.filterObject(e,function(t,e){return void 0!==t&&!(\"layout\"===e&&!Object.keys(t).length)})},_applyPaintDeclaration:function(t,e,r,n,i){var l=r.transition?this._paintTransitions[t]:void 0;if(null===e||void 0===e){var u=this._paintSpecifications[t];e=new s(u,u.default)}if(!l||l.declaration.json!==e.json){var c=o.extend({duration:300,delay:0},n,this.getPaintProperty(t+f)),h=this._paintTransitions[t]=new a(e,l,c);h.instant()||(h.loopID=i.set(h.endTime-Date.now())),l&&i.cancel(l.loopID)}},_updateLayoutValue:function(t){var e=this._layoutDeclarations[t];e&&e.isFunction?this._layoutFunctions[t]=!0:(delete this._layoutFunctions[t],this.layout[t]=this.getLayoutValue(t))},_handleErrors:function(t,e,r,n){return u.emitErrors(this,t.call(u,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:l,style:{glyphs:!0,sprite:!0}}))}})},{\"../util/evented\":341,\"../util/util\":349,\"./parse_color\":289,\"./style_declaration\":291,\"./style_layer/background_style_layer\":294,\"./style_layer/circle_style_layer\":295,\"./style_layer/fill_style_layer\":296,\"./style_layer/line_style_layer\":297,\"./style_layer/raster_style_layer\":298,\"./style_layer/symbol_style_layer\":299,\"./style_spec\":300,\"./style_transition\":301,\"./validate_style\":302}],294:[function(t,e,r){\"use strict\";function n(){o.apply(this,arguments)}var i=t(\"../../util/util\"),o=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(o,{})},{\"../../util/util\":349,\"../style_layer\":293}],295:[function(t,e,r){\"use strict\";function n(){o.apply(this,arguments)}var i=t(\"../../util/util\"),o=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(o,{})},{\"../../util/util\":349,\"../style_layer\":293}],296:[function(t,e,r){\"use strict\";function n(){o.apply(this,arguments)}var i=t(\"../../util/util\"),o=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(o,{})},{\"../../util/util\":349,\"../style_layer\":293}],297:[function(t,e,r){\"use strict\";function n(){o.apply(this,arguments)}var i=t(\"../../util/util\"),o=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(o,{getPaintValue:function(t,e,r){var n=o.prototype.getPaintValue.apply(this,arguments);if(n&&\"line-dasharray\"===t){var i=Math.floor(e.zoom);this._flooredZoom!==i&&(this._flooredZoom=i,this._flooredLineWidth=this.getPaintValue(\"line-width\",e,r)),n.fromScale*=this._flooredLineWidth,n.toScale*=this._flooredLineWidth}return n}})},{\"../../util/util\":349,\"../style_layer\":293}],298:[function(t,e,r){\"use strict\";function n(){o.apply(this,arguments)}var i=t(\"../../util/util\"),o=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(o,{})},{\"../../util/util\":349,\"../style_layer\":293}],299:[function(t,e,r){\"use strict\";function n(){o.apply(this,arguments)}var i=t(\"../../util/util\"),o=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(o,{isHidden:function(){if(o.prototype.isHidden.apply(this,arguments))return!0;var t=0===this.paint[\"text-opacity\"]||!this.layout[\"text-field\"],e=0===this.paint[\"icon-opacity\"]||!this.layout[\"icon-image\"];return!(!t||!e)},getLayoutValue:function(t,e,r){return(\"text-rotation-alignment\"!==t||\"line\"!==this.getLayoutValue(\"symbol-placement\",e,r)||this.getLayoutProperty(\"text-rotation-alignment\"))&&(\"icon-rotation-alignment\"!==t||\"line\"!==this.getLayoutValue(\"symbol-placement\",e,r)||this.getLayoutProperty(\"icon-rotation-alignment\"))?o.prototype.getLayoutValue.apply(this,arguments):\"map\"}})},{\"../../util/util\":349,\"../style_layer\":293}],300:[function(t,e,r){\"use strict\";e.exports=t(\"mapbox-gl-style-spec/reference/latest\")},{\"mapbox-gl-style-spec/reference/latest\":397}],301:[function(t,e,r){\"use strict\";function n(t,e,r){this.declaration=t,this.startTime=this.endTime=(new Date).getTime();var n=t.type;\"string\"!==n&&\"array\"!==n||!t.transitionable?this.interp=a[n]:this.interp=i,this.oldTransition=e,this.duration=r.duration||0,this.delay=r.delay||0,this.instant()||(this.endTime=this.startTime+this.duration+this.delay,this.ease=o.easeCubicInOut),e&&e.endTime<=this.startTime&&delete e.oldTransition}function i(t,e,r){return{from:t.to,fromScale:t.toScale,to:e.to,toScale:e.toScale,t:r}}var o=t(\"../util/util\"),a=t(\"../util/interpolate\");e.exports=n,n.prototype.instant=function(){return!this.oldTransition||!this.interp||0===this.duration&&0===this.delay},n.prototype.calculate=function(t,e){var r=this.declaration.calculate(o.extend({},t,{duration:this.duration}),e);if(this.instant())return r;var n=t.time||Date.now();if(n<this.endTime){var i=this.oldTransition.calculate(o.extend({},t,{time:this.startTime}),e),a=this.ease((n-this.startTime-this.delay)/this.duration);r=this.interp(i,r,a)}return r}},{\"../util/interpolate\":343,\"../util/util\":349}],302:[function(t,e,r){\"use strict\";e.exports=t(\"mapbox-gl-style-spec/lib/validate_style.min\"),e.exports.emitErrors=function(t,e){if(e&&e.length){for(var r=0;r<e.length;r++)t.fire(\"error\",{error:new Error(e[r].message)});return!0}return!1},e.exports.throwErrors=function(t,e){if(e)for(var r=0;r<e.length;r++)throw new Error(e[r].message)}},{\"mapbox-gl-style-spec/lib/validate_style.min\":396}],303:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.x=t,this.y=e,this.angle=r,void 0!==n&&(this.segment=n)}var i=t(\"point-geometry\");e.exports=n,n.prototype=Object.create(i.prototype),n.prototype.clone=function(){return new n(this.x,this.y,this.angle,this.segment)}},{\"point-geometry\":404}],304:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){if(void 0===e.segment)return!0;for(var o=e,a=e.segment+1,s=0;s>-r/2;){if(a--,0>a)return!1;s-=t[a].dist(o),o=t[a]}s+=t[a].dist(t[a+1]),a++;for(var l=[],u=0;r/2>s;){var c=t[a-1],h=t[a],f=t[a+1];if(!f)return!1;var d=c.angleTo(h)-h.angleTo(f);for(d=Math.abs((d+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:d}),u+=d;s-l[0].distance>n;)u-=l.shift().angleDelta;if(u>i)return!1;a++,s+=h.dist(f)}return!0}e.exports=n},{}],305:[function(t,e,r){\"use strict\";function n(t,e,r,n,o){for(var a=[],s=0;s<t.length;s++)for(var l,u=t[s],c=0;c<u.length-1;c++){var h=u[c],f=u[c+1];h.x<e&&f.x<e||(h.x<e?h=new i(e,h.y+(f.y-h.y)*((e-h.x)/(f.x-h.x)))._round():f.x<e&&(f=new i(e,h.y+(f.y-h.y)*((e-h.x)/(f.x-h.x)))._round()),h.y<r&&f.y<r||(h.y<r?h=new i(h.x+(f.x-h.x)*((r-h.y)/(f.y-h.y)),r)._round():f.y<r&&(f=new i(h.x+(f.x-h.x)*((r-h.y)/(f.y-h.y)),r)._round()),h.x>=n&&f.x>=n||(h.x>=n?h=new i(n,h.y+(f.y-h.y)*((n-h.x)/(f.x-h.x)))._round():f.x>=n&&(f=new i(n,h.y+(f.y-h.y)*((n-h.x)/(f.x-h.x)))._round()),h.y>=o&&f.y>=o||(h.y>=o?h=new i(h.x+(f.x-h.x)*((o-h.y)/(f.y-h.y)),o)._round():f.y>=o&&(f=new i(h.x+(f.x-h.x)*((o-h.y)/(f.y-h.y)),o)._round()),l&&h.equals(l[l.length-1])||(l=[h],a.push(l)),l.push(f)))))}return a}var i=t(\"point-geometry\");e.exports=n},{\"point-geometry\":404}],306:[function(t,e,r){\"use strict\";var n=t(\"../util/struct_array\"),i=t(\"../util/util\"),o=t(\"point-geometry\"),a=e.exports=new n({members:[{type:\"Int16\",name:\"anchorPointX\"},{type:\"Int16\",name:\"anchorPointY\"},{type:\"Int16\",name:\"x1\"},{type:\"Int16\",name:\"y1\"},{type:\"Int16\",name:\"x2\"},{type:\"Int16\",name:\"y2\"},{type:\"Float32\",name:\"maxScale\"},{type:\"Uint32\",name:\"featureIndex\"},{type:\"Uint16\",name:\"sourceLayerIndex\"},{type:\"Uint16\",name:\"bucketIndex\"},{type:\"Int16\",name:\"bbox0\"},{type:\"Int16\",name:\"bbox1\"},{type:\"Int16\",name:\"bbox2\"},{type:\"Int16\",name:\"bbox3\"},{type:\"Float32\",name:\"placementScale\"}]});i.extendAll(a.prototype.StructType.prototype,{get anchorPoint(){return new o(this.anchorPointX,this.anchorPointY)}})},{\"../util/struct_array\":347,\"../util/util\":349,\"point-geometry\":404}],307:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a,s,l,u,c){var h=a.top*s-l,f=a.bottom*s+l,d=a.left*s-l,p=a.right*s+l;if(this.boxStartIndex=t.length,u){var v=f-h,m=p-d;if(v>0)if(v=Math.max(10*s,v),c){var g=e[r.segment+1].sub(e[r.segment])._unit()._mult(m),y=[r.sub(g),r.add(g)];this._addLineCollisionBoxes(t,y,r,0,m,v,n,i,o)}else this._addLineCollisionBoxes(t,e,r,r.segment,m,v,n,i,o)}else t.emplaceBack(r.x,r.y,d,h,p,f,1/0,n,i,o,0,0,0,0,0);this.boxEndIndex=t.length}e.exports=n,n.prototype._addLineCollisionBoxes=function(t,e,r,n,i,o,a,s,l){var u=o/2,c=Math.floor(i/u),h=-o/2,f=this.boxes,d=r,p=n+1,v=h;do{if(p--,0>p)return f;v-=e[p].dist(d),d=e[p]}while(v>-i/2);for(var m=e[p].dist(e[p+1]),g=0;c>g;g++){for(var y=-i/2+g*u;y>v+m;){if(v+=m,p++,p+1>=e.length)return f;m=e[p].dist(e[p+1])}var b=y-v,x=e[p],_=e[p+1],w=_.sub(x)._unit()._mult(b)._add(x)._round(),M=Math.max(Math.abs(y-h)-u/2,0),k=i/2/M;t.emplaceBack(w.x,w.y,-o/2,-o/2,o/2,o/2,k,a,s,l,0,0,0,0,0)}return f}},{}],308:[function(t,e,r){\"use strict\";function n(t,e,r){if(\"object\"==typeof t){var n=t;r=e,t=n.angle,e=n.pitch,this.grid=new a(n.grid),this.ignoredGrid=new a(n.ignoredGrid)}else this.grid=new a(o,12,6),this.ignoredGrid=new a(o,12,0);this.angle=t,this.pitch=e;var i=Math.sin(t),s=Math.cos(t);if(this.rotationMatrix=[s,-i,i,s],this.reverseRotationMatrix=[s,i,-i,s],this.yStretch=1/Math.cos(e/180*Math.PI),this.yStretch=Math.pow(this.yStretch,1.3),this.collisionBoxArray=r,0===r.length){r.emplaceBack();var l=32767;r.emplaceBack(0,0,0,-l,0,l,l,0,0,0,0,0,0,0,0,0),r.emplaceBack(o,0,0,-l,0,l,l,0,0,0,0,0,0,0,0,0),r.emplaceBack(0,0,-l,0,l,0,l,0,0,0,0,0,0,0,0,0),r.emplaceBack(0,o,-l,0,l,0,l,0,0,0,0,0,0,0,0,0)}this.tempCollisionBox=r.get(0),this.edges=[r.get(1),r.get(2),r.get(3),r.get(4)]}var i=t(\"point-geometry\"),o=t(\"../data/bucket\").EXTENT,a=t(\"grid-index\");e.exports=n,n.prototype.serialize=function(){var t={angle:this.angle,pitch:this.pitch,grid:this.grid.toArrayBuffer(),ignoredGrid:this.ignoredGrid.toArrayBuffer()};return{data:t,transferables:[t.grid,t.ignoredGrid]}},n.prototype.minScale=.25,n.prototype.maxScale=2,n.prototype.placeCollisionFeature=function(t,e,r){for(var n=this.collisionBoxArray,o=this.minScale,a=this.rotationMatrix,s=this.yStretch,l=t.boxStartIndex;l<t.boxEndIndex;l++){var u=n.get(l),c=u.anchorPoint._matMult(a),h=c.x,f=c.y,d=h+u.x1,p=f+u.y1*s,v=h+u.x2,m=f+u.y2*s;if(u.bbox0=d,u.bbox1=p,u.bbox2=v,u.bbox3=m,!e)for(var g=this.grid.query(d,p,v,m),y=0;y<g.length;y++){var b=n.get(g[y]),x=b.anchorPoint._matMult(a);if(o=this.getPlacementScale(o,c,u,x,b),o>=this.maxScale)return o}if(r){var _;if(this.angle){var w=this.reverseRotationMatrix,M=new i(u.x1,u.y1).matMult(w),k=new i(u.x2,u.y1).matMult(w),A=new i(u.x1,u.y2).matMult(w),T=new i(u.x2,u.y2).matMult(w);_=this.tempCollisionBox,_.anchorPointX=u.anchorPoint.x,_.anchorPointY=u.anchorPoint.y,_.x1=Math.min(M.x,k.x,A.x,T.x),_.y1=Math.min(M.y,k.x,A.x,T.x),_.x2=Math.max(M.x,k.x,A.x,T.x),_.y2=Math.max(M.y,k.x,A.x,T.x),_.maxScale=u.maxScale}else _=u;for(var E=0;E<this.edges.length;E++){var S=this.edges[E];if(o=this.getPlacementScale(o,u.anchorPoint,_,S.anchorPoint,S),o>=this.maxScale)return o}}}return o},n.prototype.queryRenderedSymbols=function(t,e,r,n,o){var a={},s=[],l=this.collisionBoxArray,u=this.rotationMatrix,c=new i(t,e)._matMult(u),h=this.tempCollisionBox;h.anchorX=c.x,h.anchorY=c.y,h.x1=0,h.y1=0,h.x2=r-t,h.y2=n-e,h.maxScale=o,o=h.maxScale;for(var f=[c.x+h.x1/o,c.y+h.y1/o*this.yStretch,c.x+h.x2/o,c.y+h.y2/o*this.yStretch],d=this.grid.query(f[0],f[1],f[2],f[3]),p=this.ignoredGrid.query(f[0],f[1],f[2],f[3]),v=0;v<p.length;v++)d.push(p[v]);for(var m=0;m<d.length;m++){var g=l.get(d[m]),y=g.sourceLayerIndex,b=g.featureIndex;if(void 0===a[y]&&(a[y]={}),!a[y][b]){var x=g.anchorPoint.matMult(u),_=this.getPlacementScale(this.minScale,c,h,x,g);_>=o&&(a[y][b]=!0,s.push(d[m]))}}return s},n.prototype.getPlacementScale=function(t,e,r,n,i){var o=e.x-n.x,a=e.y-n.y,s=(i.x1-r.x2)/o,l=(i.x2-r.x1)/o,u=(i.y1-r.y2)*this.yStretch/a,c=(i.y2-r.y1)*this.yStretch/a;(isNaN(s)||isNaN(l))&&(s=l=1),(isNaN(u)||isNaN(c))&&(u=c=1);var h=Math.min(Math.max(s,l),Math.max(u,c)),f=i.maxScale,d=r.maxScale;return h>f&&(h=f),h>d&&(h=d),h>t&&h>=i.placementScale&&(t=h),t},n.prototype.insertCollisionFeature=function(t,e,r){for(var n=r?this.ignoredGrid:this.grid,i=this.collisionBoxArray,o=t.boxStartIndex;o<t.boxEndIndex;o++){var a=i.get(o);a.placementScale=e,e<this.maxScale&&n.insert(o,a.bbox0,a.bbox1,a.bbox2,a.bbox3)}}},{\"../data/bucket\":247,\"grid-index\":373,\"point-geometry\":404}],309:[function(t,e,r){\"use strict\";function n(t,e,r,n,o,a,s,l,u){var c=n?.6*a*s:0,h=Math.max(n?n.right-n.left:0,o?o.right-o.left:0),f=0===t[0].x||t[0].x===u||0===t[0].y||t[0].y===u;e/4>e-h*s&&(e=h*s+e/4);var d=2*a,p=f?e/2*l%e:(h/2+d)*s*l%e;return i(t,p,e,c,r,h*s,f,!1,u)}function i(t,e,r,n,l,u,c,h,f){for(var d=u/2,p=0,v=0;v<t.length-1;v++)p+=t[v].dist(t[v+1]);for(var m=0,g=e-r,y=[],b=0;b<t.length-1;b++){for(var x=t[b],_=t[b+1],w=x.dist(_),M=_.angleTo(x);m+w>g+r;){g+=r;var k=(g-m)/w,A=o(x.x,_.x,k),T=o(x.y,_.y,k);if(A>=0&&f>A&&T>=0&&f>T&&g-d>=0&&p>=g+d){var E=new a(A,T,M,b)._round();n&&!s(t,E,u,n,l)||y.push(E)}}m+=w}return h||y.length||c||(y=i(t,m/2,r,n,l,u,c,!0,f)),y}var o=t(\"../util/interpolate\"),a=t(\"../symbol/anchor\"),s=t(\"./check_max_angle\");e.exports=n},{\"../symbol/anchor\":303,\"../util/interpolate\":343,\"./check_max_angle\":304}],310:[function(t,e,r){\"use strict\";function n(t,e){this.width=t,this.height=e,this.bin=new i(t,e),this.index={},this.ids={},this.data=new Uint8Array(t*e)}var i=t(\"shelf-pack\");e.exports=n,n.prototype.getGlyphs=function(){var t,e,r,n={};for(var i in this.ids)t=i.split(\"#\"),e=t[0],r=t[1],n[e]||(n[e]=[]),n[e].push(r);return n},n.prototype.getRects=function(){var t,e,r,n={};for(var i in this.ids)t=i.split(\"#\"),e=t[0],r=t[1],n[e]||(n[e]={}),n[e][r]=this.index[i];return n},n.prototype.addGlyph=function(t,e,r,n){if(!r)return null;var i=e+\"#\"+r.id;if(this.index[i])return this.ids[i].indexOf(t)<0&&this.ids[i].push(t),this.index[i];if(!r.bitmap)return null;var o=r.width+2*n,a=r.height+2*n,s=1,l=o+2*s,u=a+2*s;l+=4-l%4,u+=4-u%4;var c=this.bin.packOne(l,u);if(c||(this.resize(),c=this.bin.packOne(l,u)),!c)return console.warn(\"glyph bitmap overflow\"),null;this.index[i]=c,this.ids[i]=[t];for(var h=this.data,f=r.bitmap,d=0;a>d;d++)for(var p=this.width*(c.y+d+s)+c.x+s,v=o*d,m=0;o>m;m++)h[p+m]=f[v+m];return this.dirty=!0,c},n.prototype.resize=function(){var t=this.width,e=this.height;if(!(t>512||e>512)){this.texture&&(this.gl&&this.gl.deleteTexture(this.texture),this.texture=null),this.width*=2,this.height*=2,this.bin.resize(this.width,this.height);for(var r,n,i=new ArrayBuffer(this.width*this.height),o=0;e>o;o++)r=new Uint8Array(this.data.buffer,e*o,t),n=new Uint8Array(i,e*o*2,t),n.set(r);this.data=new Uint8Array(i)}},n.prototype.bind=function(t){this.gl=t,this.texture?t.bindTexture(t.TEXTURE_2D,this.texture):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.LINEAR),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.LINEAR),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),t.texImage2D(t.TEXTURE_2D,0,t.ALPHA,this.width,this.height,0,t.ALPHA,t.UNSIGNED_BYTE,null))},n.prototype.updateTexture=function(t){this.bind(t),this.dirty&&(t.texSubImage2D(t.TEXTURE_2D,0,0,0,this.width,this.height,t.ALPHA,t.UNSIGNED_BYTE,this.data),this.dirty=!1)}},{\"shelf-pack\":406}],311:[function(t,e,r){\"use strict\";function n(t){this.url=t&&a(t),this.atlases={},this.stacks={},this.loading={}}function i(t,e,r){var n=1;this.advance=t.advance,this.left=t.left-r-n,this.top=t.top+r+n,this.rect=e}function o(t,e,r,n){return n=n||\"abc\",r.replace(\"{s}\",n[t.length%n.length]).replace(\"{fontstack}\",t).replace(\"{range}\",e)}var a=t(\"../util/mapbox\").normalizeGlyphsURL,s=t(\"../util/ajax\").getArrayBuffer,l=t(\"../util/glyphs\"),u=t(\"../symbol/glyph_atlas\"),c=t(\"pbf\");e.exports=n,n.prototype.getSimpleGlyphs=function(t,e,r,n){void 0===this.stacks[t]&&(this.stacks[t]={}),void 0===this.atlases[t]&&(this.atlases[t]=new u(128,128));for(var o,a={},s=this.stacks[t],l=this.atlases[t],c=3,h={},f=0,d=0;d<e.length;d++){var p=e[d];if(o=Math.floor(p/256),s[o]){var v=s[o].glyphs[p],m=l.addGlyph(r,t,v,c);v&&(a[p]=new i(v,m,c))}else void 0===h[o]&&(h[o]=[],f++),h[o].push(p)}f||n(void 0,a,t);var g=function(e,o,s){if(!e)for(var u=this.stacks[t][o]=s.stacks[0],d=0;d<h[o].length;d++){var p=h[o][d],v=u.glyphs[p],m=l.addGlyph(r,t,v,c);v&&(a[p]=new i(v,m,c))}f--,f||n(void 0,a,t)}.bind(this);for(var y in h)this.loadRange(t,y,g)},n.prototype.loadRange=function(t,e,r){if(256*e>65535)return r(\"glyphs > 65535 not supported\");void 0===this.loading[t]&&(this.loading[t]={});var n=this.loading[t];if(n[e])n[e].push(r);else{n[e]=[r];var i=256*e+\"-\"+(256*e+255),a=o(t,i,this.url);s(a,function(t,r){for(var i=!t&&new l(new c(new Uint8Array(r))),o=0;o<n[e].length;o++)n[e][o](t,e,i);delete n[e]})}},n.prototype.getGlyphAtlas=function(t){return this.atlases[t]}},{\"../symbol/glyph_atlas\":310,\"../util/ajax\":334,\"../util/glyphs\":342,\"../util/mapbox\":346,pbf:402}],312:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){function n(n){c.push(t[n]),h.push(r[n]),f.push(e[n]),d++}function i(t,e,r){var n=u[t];return delete u[t],u[e]=n,h[n][0].pop(),h[n][0]=h[n][0].concat(r[0]),n}function o(t,e,r){var n=l[e];return delete l[e],l[t]=n,h[n][0].shift(),h[n][0]=r[0].concat(h[n][0]),n}function a(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}var s,l={},u={},c=[],h=[],f=[],d=0;for(s=0;s<t.length;s++){var p=r[s],v=e[s];if(v){var m=a(v,p),g=a(v,p,!0);if(m in u&&g in l&&u[m]!==l[g]){var y=o(m,g,p),b=i(m,g,h[y]);delete l[m],delete u[g],u[a(v,h[b],!0)]=b,h[y]=null}else m in u?i(m,g,p):g in l?o(m,g,p):(n(s),l[m]=d-1,u[g]=d-1)}else n(s)}return{features:c,textFeatures:f,geometries:h}}},{}],313:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a,s,l){this.anchorPoint=t,this.tl=e,this.tr=r,this.bl=n,this.br=i,this.tex=o,this.angle=a,this.minScale=s,this.maxScale=l}function i(t,e,r,i,o,a){var u=e.image.rect,c=1,h=e.left-c,f=h+u.w/e.image.pixelRatio,d=e.top-c,p=d+u.h/e.image.pixelRatio,v=new s(h,d),m=new s(f,d),g=new s(f,p),y=new s(h,p),b=o[\"icon-rotate\"]*Math.PI/180;if(a){var x=i[t.segment];if(t.y===x.y&&t.x===x.x&&t.segment+1<i.length){var _=i[t.segment+1];b+=Math.atan2(t.y-_.y,t.x-_.x)+Math.PI}else b+=Math.atan2(t.y-x.y,t.x-x.x)}if(b){var w=Math.sin(b),M=Math.cos(b),k=[M,-w,w,M];v=v.matMult(k),m=m.matMult(k),y=y.matMult(k),g=g.matMult(k)}return[new n(new s(t.x,t.y),v,m,y,g,e.image.rect,0,l,1/0)]}function o(t,e,r,i,o,u){for(var c=o[\"text-rotate\"]*Math.PI/180,h=o[\"text-keep-upright\"],f=e.positionedGlyphs,d=[],p=0;p<f.length;p++){var v=f[p],m=v.glyph,g=m.rect;if(g){var y,b=(v.x+m.advance/2)*r,x=l;u?(y=[],x=a(y,t,b,i,t.segment,!0),h&&(x=Math.min(x,a(y,t,b,i,t.segment,!1)))):y=[{anchorPoint:new s(t.x,t.y),offset:0,angle:0,maxScale:1/0,minScale:l}];for(var _=v.x+m.left,w=v.y-m.top,M=_+g.w,k=w+g.h,A=new s(_,w),T=new s(M,w),E=new s(_,k),S=new s(M,k),L=0;L<y.length;L++){var z=y[L],I=A,P=T,C=E,R=S,D=z.angle+c;if(D){var O=Math.sin(D),F=Math.cos(D),j=[F,-O,O,F];I=I.matMult(j),P=P.matMult(j),C=C.matMult(j),R=R.matMult(j)}var N=Math.max(z.minScale,x),B=(t.angle+c+z.offset+2*Math.PI)%(2*Math.PI);d.push(new n(z.anchorPoint,I,P,C,R,g,B,N,z.maxScale))}}}return d}function a(t,e,r,n,i,o){var a=!o;0>r&&(o=!o),o&&i++;var u=new s(e.x,e.y),c=n[i],h=1/0;r=Math.abs(r);for(var f=l;;){var d=u.dist(c),p=r/d,v=Math.atan2(c.y-u.y,c.x-u.x);if(o||(v+=Math.PI),a&&(v+=Math.PI),t.push({anchorPoint:u,offset:a?Math.PI:0,minScale:p,maxScale:h,angle:(v+2*Math.PI)%(2*Math.PI)}),f>=p)break;for(u=c;u.equals(c);)if(i+=o?1:-1,c=n[i],!c)return p;var m=c.sub(u)._unit();u=u.sub(m._mult(d)),h=p}return f}var s=t(\"point-geometry\");e.exports={getIconQuads:i,getGlyphQuads:o};var l=.5},{\"point-geometry\":404}],314:[function(t,e,r){\"use strict\";function n(t,e,r){for(var n=[],o=0,a=t.length;a>o;o++){var s=i(t[o].properties,e[\"text-field\"]);if(s){s=s.toString();var l=e[\"text-transform\"];\"uppercase\"===l?s=s.toLocaleUpperCase():\"lowercase\"===l&&(s=s.toLocaleLowerCase());for(var u=0;u<s.length;u++)r[s.charCodeAt(u)]=!0;n[o]=s}else n[o]=null}return n}var i=t(\"../util/token\");e.exports=n},{\"../util/token\":348}],315:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.codePoint=t,this.x=e,this.y=r,this.glyph=n}function i(t,e,r,n,i,o){this.positionedGlyphs=t,this.text=e,this.top=r,this.bottom=n,this.left=i,this.right=o}function o(t,e,r,o,s,l,u,c,h){for(var f=[],d=new i(f,t,h[1],h[1],h[0],h[0]),p=-17,v=0,m=p,g=0;g<t.length;g++){var y=t.charCodeAt(g),b=e[y];b&&(f.push(new n(y,v,m,b)),v+=b.advance+c)}return f.length?(a(d,e,o,r,s,l,u,h),d):!1}function a(t,e,r,n,i,o,a,u){var c=null,d=0,p=0,v=0,m=0,g=t.positionedGlyphs;if(n)for(var y=0;y<g.length;y++){var b=g[y];if(b.x-=d,b.y+=r*v,b.x>n&&null!==c){var x=g[c+1].x;m=Math.max(x,m);for(var _=c+1;y>=_;_++)g[_].y+=r,g[_].x-=x;if(a){var w=c;h[g[c].codePoint]&&w--,s(g,e,p,w,a)}p=c+1,c=null,d+=x,v++}f[b.codePoint]&&(c=y)}var M=g[g.length-1],k=M.x+e[M.codePoint].advance;m=Math.max(m,k);var A=(v+1)*r;s(g,e,p,g.length-1,a),l(g,a,i,o,m,r,v,u),t.top+=-o*A,t.bottom=t.top+A,t.left+=-i*m,t.right=t.left+m}function s(t,e,r,n,i){for(var o=e[t[n].codePoint].advance,a=(t[n].x+o)*i,s=r;n>=s;s++)t[s].x-=a}function l(t,e,r,n,i,o,a,s){for(var l=(e-r)*i+s[0],u=(-n*(a+1)+.5)*o+s[1],c=0;c<t.length;c++)t[c].x+=l,t[c].y+=u}function u(t,e){if(!t||!t.rect)return null;var r=e[\"icon-offset\"][0],n=e[\"icon-offset\"][1],i=r-t.width/2,o=i+t.width,a=n-t.height/2,s=a+t.height;return new c(t,a,s,i,o)}function c(t,e,r,n,i){this.image=t,this.top=e,this.bottom=r,this.left=n,this.right=i}e.exports={shapeText:o,shapeIcon:u};var h={32:!0,8203:!0},f={32:!0,38:!0,43:!0,45:!0,47:!0,173:!0,183:!0,8203:!0,8208:!0,8211:!0}},{}],316:[function(t,e,r){\"use strict\";function n(t,e){this.width=t,this.height=e,this.bin=new a(t,e),this.images={},this.data=!1,this.texture=0,this.filter=0,this.pixelRatio=1,this.dirty=!0}function i(t,e,r,n,i,o,a,s,l,u,c){var h,f,d=n*e+r,p=s*o+a;if(c)for(p-=o,f=-1;u>=f;f++,d=((f+u)%u+n)*e+r,p+=o)for(h=-1;l>=h;h++)i[p+h]=t[d+(h+l)%l];else for(f=0;u>f;f++,d+=e,p+=o)for(h=0;l>h;h++)i[p+h]=t[d+h]}function o(t,e,r,n,i){this.rect=t,this.width=e,this.height=r,this.sdf=n,this.pixelRatio=i}var a=t(\"shelf-pack\"),s=t(\"../util/browser\");e.exports=n,n.prototype.allocateImage=function(t,e){t/=this.pixelRatio,e/=this.pixelRatio;var r=2,n=t+r+(4-(t+r)%4),i=e+r+(4-(e+r)%4),o=this.bin.packOne(n,i);return o?o:(console.warn(\"SpriteAtlas out of space.\"),null)},n.prototype.getImage=function(t,e){if(this.images[t])return this.images[t];if(!this.sprite)return null;var r=this.sprite.getSpritePosition(t);if(!r.width||!r.height)return null;var n=this.allocateImage(r.width,r.height);if(!n)return null;var i=new o(n,r.width/r.pixelRatio,r.height/r.pixelRatio,r.sdf,r.pixelRatio/this.pixelRatio);return this.images[t]=i,this.copy(n,r,e),i},n.prototype.getPosition=function(t,e){var r=this.getImage(t,e),n=r&&r.rect;if(!n)return null;var i=r.width*r.pixelRatio,o=r.height*r.pixelRatio,a=1;return{size:[r.width,r.height],tl:[(n.x+a)/this.width,(n.y+a)/this.height],br:[(n.x+a+i)/this.width,(n.y+a+o)/this.height]}},n.prototype.allocate=function(){if(!this.data){var t=Math.floor(this.width*this.pixelRatio),e=Math.floor(this.height*this.pixelRatio);this.data=new Uint32Array(t*e);for(var r=0;r<this.data.length;r++)this.data[r]=0}},n.prototype.copy=function(t,e,r){if(this.sprite.img.data){var n=new Uint32Array(this.sprite.img.data.buffer);this.allocate();var o=this.data,a=1;i(n,this.sprite.img.width,e.x,e.y,o,this.width*this.pixelRatio,(t.x+a)*this.pixelRatio,(t.y+a)*this.pixelRatio,e.width,e.height,r),this.dirty=!0}},n.prototype.setSprite=function(t){t&&(this.pixelRatio=s.devicePixelRatio>1?2:1,this.canvas&&(this.canvas.width=this.width*this.pixelRatio,this.canvas.height=this.height*this.pixelRatio)),this.sprite=t},n.prototype.addIcons=function(t,e){for(var r=0;r<t.length;r++)this.getImage(t[r]);e(null,this.images)},n.prototype.bind=function(t,e){var r=!1;this.texture?t.bindTexture(t.TEXTURE_2D,this.texture):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),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),r=!0);var n=e?t.LINEAR:t.NEAREST;n!==this.filter&&(t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,n),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,n),this.filter=n),this.dirty&&(this.allocate(),r?t.texImage2D(t.TEXTURE_2D,0,t.RGBA,this.width*this.pixelRatio,this.height*this.pixelRatio,0,t.RGBA,t.UNSIGNED_BYTE,new Uint8Array(this.data.buffer)):t.texSubImage2D(t.TEXTURE_2D,0,0,0,this.width*this.pixelRatio,this.height*this.pixelRatio,t.RGBA,t.UNSIGNED_BYTE,new Uint8Array(this.data.buffer)),this.dirty=!1)}},{\"../util/browser\":335,\"shelf-pack\":406}],317:[function(t,e,r){\"use strict\";var n=t(\"../util/util\"),i=t(\"../util/interpolate\"),o=t(\"../util/browser\"),a=t(\"../geo/lng_lat\"),s=t(\"../geo/lng_lat_bounds\"),l=t(\"point-geometry\"),u=e.exports=function(){};n.extend(u.prototype,{getCenter:function(){return this.transform.center},setCenter:function(t,e){return this.jumpTo({center:t},e),this},panBy:function(t,e,r){return this.panTo(this.transform.center,n.extend({offset:l.convert(t).mult(-1)},e),r),this},panTo:function(t,e,r){return this.easeTo(n.extend({center:t},e),r)},getZoom:function(){return this.transform.zoom},setZoom:function(t,e){return this.jumpTo({zoom:t},e),this},zoomTo:function(t,e,r){return this.easeTo(n.extend({zoom:t},e),r)},zoomIn:function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},zoomOut:function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},getBearing:function(){return this.transform.bearing},setBearing:function(t,e){return this.jumpTo({bearing:t},e),this},rotateTo:function(t,e,r){return this.easeTo(n.extend({bearing:t},e),r)},resetNorth:function(t,e){return this.rotateTo(0,n.extend({duration:1e3},t),e),this},snapToNorth:function(t,e){return Math.abs(this.getBearing())<this.options.bearingSnap?this.resetNorth(t,e):this},getPitch:function(){return this.transform.pitch},setPitch:function(t,e){return this.jumpTo({pitch:t},e),this},fitBounds:function(t,e,r){e=n.extend({padding:0,offset:[0,0],maxZoom:1/0},e),t=s.convert(t);var i=l.convert(e.offset),o=this.transform,a=o.project(t.getNorthWest()),u=o.project(t.getSouthEast()),c=u.sub(a),h=(o.width-2*e.padding-2*Math.abs(i.x))/c.x,f=(o.height-2*e.padding-2*Math.abs(i.y))/c.y;return e.center=o.unproject(a.add(u).div(2)),e.zoom=Math.min(o.scaleZoom(o.scale*Math.min(h,f)),e.maxZoom),e.bearing=0,e.linear?this.easeTo(e,r):this.flyTo(e,r)},jumpTo:function(t,e){this.stop();var r=this.transform,n=!1,i=!1,o=!1;return\"zoom\"in t&&r.zoom!==+t.zoom&&(n=!0,r.zoom=+t.zoom),\"center\"in t&&(r.center=a.convert(t.center)),\"bearing\"in t&&r.bearing!==+t.bearing&&(i=!0,r.bearing=+t.bearing),\"pitch\"in t&&r.pitch!==+t.pitch&&(o=!0,r.pitch=+t.pitch),this.fire(\"movestart\",e).fire(\"move\",e),n&&this.fire(\"zoomstart\",e).fire(\"zoom\",e).fire(\"zoomend\",e),i&&this.fire(\"rotate\",e),o&&this.fire(\"pitch\",e),this.fire(\"moveend\",e)},easeTo:function(t,e){this.stop(),t=n.extend({offset:[0,0],duration:500,easing:n.ease},t);var r,o,s=this.transform,u=l.convert(t.offset),c=this.getZoom(),h=this.getBearing(),f=this.getPitch(),d=\"zoom\"in t?+t.zoom:c,p=\"bearing\"in t?this._normalizeBearing(t.bearing,h):h,v=\"pitch\"in t?+t.pitch:f;\"center\"in t?(r=a.convert(t.center),o=s.centerPoint.add(u)):\"around\"in t?(r=a.convert(t.around),o=s.locationPoint(r)):(o=s.centerPoint.add(u),r=s.pointLocation(o));var m=s.locationPoint(r);return t.animate===!1&&(t.duration=0),this.zooming=d!==c,this.rotating=h!==p,this.pitching=v!==f,t.noMoveStart||this.fire(\"movestart\",e),this.zooming&&this.fire(\"zoomstart\",e),clearTimeout(this._onEaseEnd),this._ease(function(t){this.zooming&&(s.zoom=i(c,d,t)),this.rotating&&(s.bearing=i(h,p,t)),this.pitching&&(s.pitch=i(f,v,t)),s.setLocationAtPoint(r,m.add(o.sub(m)._mult(t))),this.fire(\"move\",e),this.zooming&&this.fire(\"zoom\",e),this.rotating&&this.fire(\"rotate\",e),this.pitching&&this.fire(\"pitch\",e)},function(){t.delayEndEvents?this._onEaseEnd=setTimeout(this._easeToEnd.bind(this,e),t.delayEndEvents):this._easeToEnd(e)}.bind(this),t),this},_easeToEnd:function(t){this.zooming&&this.fire(\"zoomend\",t),this.fire(\"moveend\",t),this.zooming=!1,this.rotating=!1,this.pitching=!1},flyTo:function(t,e){function r(t){var e=(A*A-k*k+(t?-1:1)*L*L*T*T)/(2*(t?A:k)*L*T);return Math.log(Math.sqrt(e*e+1)-e)}function o(t){return(Math.exp(t)-Math.exp(-t))/2}function s(t){return(Math.exp(t)+Math.exp(-t))/2}function u(t){return o(t)/s(t)}this.stop(),t=n.extend({offset:[0,0],speed:1.2,curve:1.42,easing:n.ease},t);var c=this.transform,h=l.convert(t.offset),f=this.getZoom(),d=this.getBearing(),p=this.getPitch(),v=\"center\"in t?a.convert(t.center):this.getCenter(),m=\"zoom\"in t?+t.zoom:f,g=\"bearing\"in t?this._normalizeBearing(t.bearing,d):d,y=\"pitch\"in t?+t.pitch:p;Math.abs(c.center.lng)+Math.abs(v.lng)>180&&(c.center.lng>0&&v.lng<0?v.lng+=360:c.center.lng<0&&v.lng>0&&(v.lng-=360));var b=c.zoomScale(m-f),x=c.point,_=\"center\"in t?c.project(v).sub(h.div(b)):x,w=c.worldSize,M=t.curve,k=Math.max(c.width,c.height),A=k/b,T=_.sub(x).mag();\n",
       "if(\"minZoom\"in t){var E=n.clamp(Math.min(t.minZoom,f,m),c.minZoom,c.maxZoom),S=k/c.zoomScale(E-f);M=Math.sqrt(S/T*2)}var L=M*M,z=r(0),I=function(t){return s(z)/s(z+M*t)},P=function(t){return k*((s(z)*u(z+M*t)-o(z))/L)/T},C=(r(1)-z)/M;if(Math.abs(T)<1e-6){if(Math.abs(k-A)<1e-6)return this.easeTo(t);var R=k>A?-1:1;C=Math.abs(Math.log(A/k))/M,P=function(){return 0},I=function(t){return Math.exp(R*M*t)}}if(\"duration\"in t)t.duration=+t.duration;else{var D=\"screenSpeed\"in t?+t.screenSpeed/M:+t.speed;t.duration=1e3*C/D}return this.zooming=!0,d!==g&&(this.rotating=!0),p!==y&&(this.pitching=!0),this.fire(\"movestart\",e),this.fire(\"zoomstart\",e),this._ease(function(t){var r=t*C,n=P(r);c.zoom=f+c.scaleZoom(1/I(r)),c.center=c.unproject(x.add(_.sub(x).mult(n)),w),this.rotating&&(c.bearing=i(d,g,t)),this.pitching&&(c.pitch=i(p,y,t)),this.fire(\"move\",e),this.fire(\"zoom\",e),this.rotating&&this.fire(\"rotate\",e),this.pitching&&this.fire(\"pitch\",e)},function(){this.fire(\"zoomend\",e),this.fire(\"moveend\",e),this.zooming=!1,this.rotating=!1,this.pitching=!1},t),this},isEasing:function(){return!!this._abortFn},stop:function(){return this._abortFn&&(this._abortFn(),this._finishEase()),this},_ease:function(t,e,r){this._finishFn=e,this._abortFn=o.timed(function(e){t.call(this,r.easing(e)),1===e&&this._finishEase()},r.animate===!1?0:r.duration,this)},_finishEase:function(){delete this._abortFn;var t=this._finishFn;delete this._finishFn,t.call(this)},_normalizeBearing:function(t,e){t=n.wrap(t,-180,180);var r=Math.abs(t-e);return Math.abs(t-360-e)<r&&(t-=360),Math.abs(t+360-e)<r&&(t+=360),t},_updateEasing:function(t,e,r){var i;if(this.ease){var o=this.ease,a=(Date.now()-o.start)/o.duration,s=o.easing(a+.01)-o.easing(a),l=.27/Math.sqrt(s*s+1e-4)*.01,u=Math.sqrt(.0729-l*l);i=n.bezier(l,u,.25,1)}else i=r?n.bezier.apply(n,r):n.ease;return this.ease={start:(new Date).getTime(),to:Math.pow(2,e),duration:t,easing:i},i}})},{\"../geo/lng_lat\":256,\"../geo/lng_lat_bounds\":257,\"../util/browser\":335,\"../util/interpolate\":343,\"../util/util\":349,\"point-geometry\":404}],318:[function(t,e,r){\"use strict\";function n(t){a.setOptions(this,t)}var i=t(\"./control\"),o=t(\"../../util/dom\"),a=t(\"../../util/util\");e.exports=n,n.createAttributionString=function(t){var e=[];for(var r in t){var n=t[r];n.attribution&&e.indexOf(n.attribution)<0&&e.push(n.attribution)}return e.sort(function(t,e){return t.length-e.length}),e=e.filter(function(t,r){for(var n=r+1;n<e.length;n++)if(e[n].indexOf(t)>=0)return!1;return!0}),e.join(\" | \")},n.prototype=a.inherit(i,{options:{position:\"bottom-right\"},onAdd:function(t){var e=\"mapboxgl-ctrl-attrib\",r=this._container=o.create(\"div\",e,t.getContainer());return this._update(),t.on(\"source.load\",this._update.bind(this)),t.on(\"source.change\",this._update.bind(this)),t.on(\"source.remove\",this._update.bind(this)),t.on(\"moveend\",this._updateEditLink.bind(this)),r},_update:function(){this._map.style&&(this._container.innerHTML=n.createAttributionString(this._map.style.sources)),this._editLink=this._container.getElementsByClassName(\"mapbox-improve-map\")[0],this._updateEditLink()},_updateEditLink:function(){if(this._editLink){var t=this._map.getCenter();this._editLink.href=\"https://www.mapbox.com/map-feedback/#/\"+t.lng+\"/\"+t.lat+\"/\"+Math.round(this._map.getZoom()+1)}}})},{\"../../util/dom\":338,\"../../util/util\":349,\"./control\":319}],319:[function(t,e,r){\"use strict\";function n(){}e.exports=n,n.prototype={addTo:function(t){this._map=t;var e=this._container=this.onAdd(t);if(this.options&&this.options.position){var r=this.options.position,n=t._controlCorners[r];e.className+=\" mapboxgl-ctrl\",-1!==r.indexOf(\"bottom\")?n.insertBefore(e,n.firstChild):n.appendChild(e)}return this},remove:function(){return this._container.parentNode.removeChild(this._container),this.onRemove&&this.onRemove(this._map),this._map=null,this}}},{}],320:[function(t,e,r){\"use strict\";function n(t){s.setOptions(this,t)}var i=t(\"./control\"),o=t(\"../../util/browser\"),a=t(\"../../util/dom\"),s=t(\"../../util/util\");e.exports=n;var l={enableHighAccuracy:!1,timeout:6e3};n.prototype=s.inherit(i,{options:{position:\"top-right\"},onAdd:function(t){var e=\"mapboxgl-ctrl\",r=this._container=a.create(\"div\",e+\"-group\",t.getContainer());return o.supportsGeolocation?(this._container.addEventListener(\"contextmenu\",this._onContextMenu.bind(this)),this._geolocateButton=a.create(\"button\",e+\"-icon \"+e+\"-geolocate\",this._container),this._geolocateButton.addEventListener(\"click\",this._onClickGeolocate.bind(this)),r):r},_onContextMenu:function(t){t.preventDefault()},_onClickGeolocate:function(){navigator.geolocation.getCurrentPosition(this._success.bind(this),this._error.bind(this),l),this._timeoutId=setTimeout(this._finish.bind(this),1e4)},_success:function(t){this._map.jumpTo({center:[t.coords.longitude,t.coords.latitude],zoom:17,bearing:0,pitch:0}),this._finish()},_error:function(){this._finish()},_finish:function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0}})},{\"../../util/browser\":335,\"../../util/dom\":338,\"../../util/util\":349,\"./control\":319}],321:[function(t,e,r){\"use strict\";function n(t){s.setOptions(this,t)}function i(t){return new MouseEvent(t.type,{button:2,buttons:2,bubbles:!0,cancelable:!0,detail:t.detail,view:t.view,screenX:t.screenX,screenY:t.screenY,clientX:t.clientX,clientY:t.clientY,movementX:t.movementX,movementY:t.movementY,ctrlKey:t.ctrlKey,shiftKey:t.shiftKey,altKey:t.altKey,metaKey:t.metaKey})}var o=t(\"./control\"),a=t(\"../../util/dom\"),s=t(\"../../util/util\");e.exports=n,n.prototype=s.inherit(o,{options:{position:\"top-right\"},onAdd:function(t){var e=\"mapboxgl-ctrl\",r=this._container=a.create(\"div\",e+\"-group\",t.getContainer());return this._container.addEventListener(\"contextmenu\",this._onContextMenu.bind(this)),this._zoomInButton=this._createButton(e+\"-icon \"+e+\"-zoom-in\",t.zoomIn.bind(t)),this._zoomOutButton=this._createButton(e+\"-icon \"+e+\"-zoom-out\",t.zoomOut.bind(t)),this._compass=this._createButton(e+\"-icon \"+e+\"-compass\",t.resetNorth.bind(t)),this._compassArrow=a.create(\"div\",\"arrow\",this._compass),this._compass.addEventListener(\"mousedown\",this._onCompassDown.bind(this)),this._onCompassMove=this._onCompassMove.bind(this),this._onCompassUp=this._onCompassUp.bind(this),t.on(\"rotate\",this._rotateCompassArrow.bind(this)),this._rotateCompassArrow(),this._el=t.getCanvasContainer(),r},_onContextMenu:function(t){t.preventDefault()},_onCompassDown:function(t){0===t.button&&(a.disableDrag(),document.addEventListener(\"mousemove\",this._onCompassMove),document.addEventListener(\"mouseup\",this._onCompassUp),this._el.dispatchEvent(i(t)),t.stopPropagation())},_onCompassMove:function(t){0===t.button&&(this._el.dispatchEvent(i(t)),t.stopPropagation())},_onCompassUp:function(t){0===t.button&&(document.removeEventListener(\"mousemove\",this._onCompassMove),document.removeEventListener(\"mouseup\",this._onCompassUp),a.enableDrag(),this._el.dispatchEvent(i(t)),t.stopPropagation())},_createButton:function(t,e){var r=a.create(\"button\",t,this._container);return r.addEventListener(\"click\",function(){e()}),r},_rotateCompassArrow:function(){var t=\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassArrow.style.transform=t}})},{\"../../util/dom\":338,\"../../util/util\":349,\"./control\":319}],322:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),a.bindHandlers(this)}var i=t(\"../../util/dom\"),o=t(\"../../geo/lng_lat_bounds\"),a=t(\"../../util/util\");e.exports=n,n.prototype={_enabled:!1,_active:!1,isEnabled:function(){return this._enabled},isActive:function(){return this._active},enable:function(){this.isEnabled()||(this._el.addEventListener(\"mousedown\",this._onMouseDown,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"mousedown\",this._onMouseDown),this._enabled=!1)},_onMouseDown:function(t){t.shiftKey&&0===t.button&&(document.addEventListener(\"mousemove\",this._onMouseMove,!1),document.addEventListener(\"keydown\",this._onKeyDown,!1),document.addEventListener(\"mouseup\",this._onMouseUp,!1),i.disableDrag(),this._startPos=i.mousePos(this._el,t),this._active=!0)},_onMouseMove:function(t){var e=this._startPos,r=i.mousePos(this._el,t);this._box||(this._box=i.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var n=Math.min(e.x,r.x),o=Math.max(e.x,r.x),a=Math.min(e.y,r.y),s=Math.max(e.y,r.y);i.setTransform(this._box,\"translate(\"+n+\"px,\"+a+\"px)\"),this._box.style.width=o-n+\"px\",this._box.style.height=s-a+\"px\"},_onMouseUp:function(t){if(0===t.button){var e=this._startPos,r=i.mousePos(this._el,t),n=new o(this._map.unproject(e),this._map.unproject(r));this._finish(),e.x===r.x&&e.y===r.y?this._fireEvent(\"boxzoomcancel\",t):this._map.fitBounds(n,{linear:!0}).fire(\"boxzoomend\",{originalEvent:t,boxZoomBounds:n})}},_onKeyDown:function(t){27===t.keyCode&&(this._finish(),this._fireEvent(\"boxzoomcancel\",t))},_finish:function(){this._active=!1,document.removeEventListener(\"mousemove\",this._onMouseMove,!1),document.removeEventListener(\"keydown\",this._onKeyDown,!1),document.removeEventListener(\"mouseup\",this._onMouseUp,!1),this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(this._box.parentNode.removeChild(this._box),this._box=null),i.enableDrag()},_fireEvent:function(t,e){return this._map.fire(t,{originalEvent:e})}}},{\"../../geo/lng_lat_bounds\":257,\"../../util/dom\":338,\"../../util/util\":349}],323:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._onDblClick=this._onDblClick.bind(this)}e.exports=n,n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._map.on(\"dblclick\",this._onDblClick),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._map.off(\"dblclick\",this._onDblClick),this._enabled=!1)},_onDblClick:function(t){this._map.zoomTo(this._map.getZoom()+(t.originalEvent.shiftKey?-1:1),{around:t.lngLat})}}},{}],324:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),o.bindHandlers(this)}var i=t(\"../../util/dom\"),o=t(\"../../util/util\");e.exports=n;var a=.3,s=o.bezier(0,0,a,1),l=1400,u=2500;n.prototype={_enabled:!1,_active:!1,isEnabled:function(){return this._enabled},isActive:function(){return this._active},enable:function(){this.isEnabled()||(this._el.addEventListener(\"mousedown\",this._onDown),this._el.addEventListener(\"touchstart\",this._onDown),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"mousedown\",this._onDown),this._el.removeEventListener(\"touchstart\",this._onDown),this._enabled=!1)},_onDown:function(t){this._ignoreEvent(t)||this.isActive()||(t.touches?(document.addEventListener(\"touchmove\",this._onMove),document.addEventListener(\"touchend\",this._onTouchEnd)):(document.addEventListener(\"mousemove\",this._onMove),document.addEventListener(\"mouseup\",this._onMouseUp)),this._active=!1,this._startPos=this._pos=i.mousePos(this._el,t),this._inertia=[[Date.now(),this._pos]])},_onMove:function(t){if(!this._ignoreEvent(t)){this.isActive()||(this._active=!0,this._fireEvent(\"dragstart\",t),this._fireEvent(\"movestart\",t));var e=i.mousePos(this._el,t),r=this._map;r.stop(),this._drainInertiaBuffer(),this._inertia.push([Date.now(),e]),r.transform.setLocationAtPoint(r.transform.pointLocation(this._pos),e),this._fireEvent(\"drag\",t),this._fireEvent(\"move\",t),this._pos=e,t.preventDefault()}},_onUp:function(t){if(this.isActive()){this._active=!1,this._fireEvent(\"dragend\",t),this._drainInertiaBuffer();var e=function(){this._fireEvent(\"moveend\",t)}.bind(this),r=this._inertia;if(r.length<2)return void e();var n=r[r.length-1],i=r[0],o=n[1].sub(i[1]),c=(n[0]-i[0])/1e3;if(0===c||n[1].equals(i[1]))return void e();var h=o.mult(a/c),f=h.mag();f>l&&(f=l,h._unit()._mult(f));var d=f/(u*a),p=h.mult(-d/2);this._map.panBy(p,{duration:1e3*d,easing:s,noMoveStart:!0},{originalEvent:t})}},_onMouseUp:function(t){this._ignoreEvent(t)||(this._onUp(t),document.removeEventListener(\"mousemove\",this._onMove),document.removeEventListener(\"mouseup\",this._onMouseUp))},_onTouchEnd:function(t){this._ignoreEvent(t)||(this._onUp(t),document.removeEventListener(\"touchmove\",this._onMove),document.removeEventListener(\"touchend\",this._onTouchEnd))},_fireEvent:function(t,e){return this._map.fire(t,{originalEvent:e})},_ignoreEvent:function(t){var e=this._map;if(e.boxZoom&&e.boxZoom.isActive())return!0;if(e.dragRotate&&e.dragRotate.isActive())return!0;if(t.touches)return t.touches.length>1;if(t.ctrlKey)return!0;var r=1,n=0;return\"mousemove\"===t.type?t.buttons&0===r:t.button!==n},_drainInertiaBuffer:function(){for(var t=this._inertia,e=Date.now(),r=160;t.length>0&&e-t[0][0]>r;)t.shift()}}},{\"../../util/dom\":338,\"../../util/util\":349}],325:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),a.bindHandlers(this)}var i=t(\"../../util/dom\"),o=t(\"point-geometry\"),a=t(\"../../util/util\");e.exports=n;var s=.25,l=a.bezier(0,0,s,1),u=180,c=720;n.prototype={_enabled:!1,_active:!1,isEnabled:function(){return this._enabled},isActive:function(){return this._active},enable:function(){this.isEnabled()||(this._el.addEventListener(\"mousedown\",this._onDown),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"mousedown\",this._onDown),this._enabled=!1)},_onDown:function(t){if(!this._ignoreEvent(t)&&!this.isActive()){document.addEventListener(\"mousemove\",this._onMove),document.addEventListener(\"mouseup\",this._onUp),this._active=!1,this._inertia=[[Date.now(),this._map.getBearing()]],this._startPos=this._pos=i.mousePos(this._el,t),this._center=this._map.transform.centerPoint;var e=this._startPos.sub(this._center),r=e.mag();200>r&&(this._center=this._startPos.add(new o(-200,0)._rotate(e.angle()))),t.preventDefault()}},_onMove:function(t){if(!this._ignoreEvent(t)){this.isActive()||(this._active=!0,this._fireEvent(\"rotatestart\",t),this._fireEvent(\"movestart\",t));var e=this._map;e.stop();var r=this._pos,n=i.mousePos(this._el,t),o=this._center,a=r.sub(o).angleWith(n.sub(o))/Math.PI*180,s=e.getBearing()-a,l=this._inertia,u=l[l.length-1];this._drainInertiaBuffer(),l.push([Date.now(),e._normalizeBearing(s,u[1])]),e.transform.bearing=s,this._fireEvent(\"rotate\",t),this._fireEvent(\"move\",t),this._pos=n}},_onUp:function(t){if(!this._ignoreEvent(t)&&(document.removeEventListener(\"mousemove\",this._onMove),document.removeEventListener(\"mouseup\",this._onUp),this.isActive())){this._active=!1,this._fireEvent(\"rotateend\",t),this._drainInertiaBuffer();var e=this._map,r=e.getBearing(),n=this._inertia,i=function(){Math.abs(r)<e.options.bearingSnap?e.resetNorth({noMoveStart:!0},{originalEvent:t}):this._fireEvent(\"moveend\",t)}.bind(this);if(n.length<2)return void i();var o=n[0],a=n[n.length-1],h=n[n.length-2],f=e._normalizeBearing(r,h[1]),d=a[1]-o[1],p=0>d?-1:1,v=(a[0]-o[0])/1e3;if(0===d||0===v)return void i();var m=Math.abs(d*(s/v));m>u&&(m=u);var g=m/(c*s),y=p*m*(g/2);f+=y,Math.abs(e._normalizeBearing(f,0))<e.options.bearingSnap&&(f=e._normalizeBearing(0,f)),e.rotateTo(f,{duration:1e3*g,easing:l,noMoveStart:!0},{originalEvent:t})}},_fireEvent:function(t,e){return this._map.fire(t,{originalEvent:e})},_ignoreEvent:function(t){var e=this._map;if(e.boxZoom&&e.boxZoom.isActive())return!0;if(e.dragPan&&e.dragPan.isActive())return!0;if(t.touches)return t.touches.length>1;var r=t.ctrlKey?1:2,n=t.ctrlKey?0:2;return\"mousemove\"===t.type?t.buttons&0===r:t.button!==n},_drainInertiaBuffer:function(){for(var t=this._inertia,e=Date.now(),r=160;t.length>0&&e-t[0][0]>r;)t.shift()}}},{\"../../util/dom\":338,\"../../util/util\":349,\"point-geometry\":404}],326:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),this._onKeyDown=this._onKeyDown.bind(this)}e.exports=n;var i=80,o=2,a=5;n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._el.addEventListener(\"keydown\",this._onKeyDown,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"keydown\",this._onKeyDown),this._enabled=!1)},_onKeyDown:function(t){if(!(t.altKey||t.ctrlKey||t.metaKey)){var e=this._map,r={originalEvent:t};switch(t.keyCode){case 61:case 107:case 171:case 187:e.zoomTo(Math.round(e.getZoom())+(t.shiftKey?2:1),r);break;case 189:case 109:case 173:e.zoomTo(Math.round(e.getZoom())-(t.shiftKey?2:1),r);break;case 37:t.shiftKey?e.easeTo({bearing:e.getBearing()-o},r):(t.preventDefault(),e.panBy([-i,0],r));break;case 39:t.shiftKey?e.easeTo({bearing:e.getBearing()+o},r):(t.preventDefault(),e.panBy([i,0],r));break;case 38:t.shiftKey?e.easeTo({pitch:e.getPitch()+a},r):(t.preventDefault(),e.panBy([0,-i],r));break;case 40:t.shiftKey?e.easeTo({pitch:Math.max(e.getPitch()-a,0)},r):(t.preventDefault(),e.panBy([0,i],r))}}}}},{}],327:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),a.bindHandlers(this)}var i=t(\"../../util/dom\"),o=t(\"../../util/browser\"),a=t(\"../../util/util\");e.exports=n;var s=\"undefined\"!=typeof navigator?navigator.userAgent.toLowerCase():\"\",l=-1!==s.indexOf(\"firefox\"),u=-1!==s.indexOf(\"safari\")&&-1===s.indexOf(\"chrom\");n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._el.addEventListener(\"wheel\",this._onWheel,!1),this._el.addEventListener(\"mousewheel\",this._onWheel,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"wheel\",this._onWheel),this._el.removeEventListener(\"mousewheel\",this._onWheel),this._enabled=!1)},_onWheel:function(t){var e;\"wheel\"===t.type?(e=t.deltaY,l&&t.deltaMode===window.WheelEvent.DOM_DELTA_PIXEL&&(e/=o.devicePixelRatio),t.deltaMode===window.WheelEvent.DOM_DELTA_LINE&&(e*=40)):\"mousewheel\"===t.type&&(e=-t.wheelDeltaY,u&&(e/=3));var r=o.now(),n=r-(this._time||0);this._pos=i.mousePos(this._el,t),this._time=r,0!==e&&e%4.000244140625===0?(this._type=\"wheel\",e=Math.floor(e/4)):0!==e&&Math.abs(e)<4?this._type=\"trackpad\":n>400?(this._type=null,this._lastValue=e,this._timeout=setTimeout(this._onTimeout,40)):this._type||(this._type=Math.abs(n*e)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,e+=this._lastValue)),t.shiftKey&&e&&(e/=4),this._type&&this._zoom(-e,t),t.preventDefault()},_onTimeout:function(){this._type=\"wheel\",this._zoom(-this._lastValue)},_zoom:function(t,e){if(0!==t){var r=this._map,n=2/(1+Math.exp(-Math.abs(t/100)));0>t&&0!==n&&(n=1/n);var i=r.ease?r.ease.to:r.transform.scale,o=r.transform.scaleZoom(i*n);r.zoomTo(o,{duration:0,around:r.unproject(this._pos),delayEndEvents:200},{originalEvent:e})}}}},{\"../../util/browser\":335,\"../../util/dom\":338,\"../../util/util\":349}],328:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),o.bindHandlers(this)}var i=t(\"../../util/dom\"),o=t(\"../../util/util\");e.exports=n;var a=.15,s=o.bezier(0,0,a,1),l=12,u=2.5,c=.15,h=4;n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._el.addEventListener(\"touchstart\",this._onStart,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"touchstart\",this._onStart),this._enabled=!1)},disableRotation:function(){this._rotationDisabled=!0},enableRotation:function(){this._rotationDisabled=!1},_onStart:function(t){if(2===t.touches.length){var e=i.mousePos(this._el,t.touches[0]),r=i.mousePos(this._el,t.touches[1]);this._startVec=e.sub(r),this._startScale=this._map.transform.scale,this._startBearing=this._map.transform.bearing,this._gestureIntent=void 0,this._inertia=[],document.addEventListener(\"touchmove\",this._onMove,!1),document.addEventListener(\"touchend\",this._onEnd,!1)}},_onMove:function(t){if(2===t.touches.length){var e=i.mousePos(this._el,t.touches[0]),r=i.mousePos(this._el,t.touches[1]),n=e.add(r).div(2),o=e.sub(r),a=o.mag()/this._startVec.mag(),s=this._rotationDisabled?0:180*o.angleWith(this._startVec)/Math.PI,l=this._map;if(this._gestureIntent){var u={duration:0,around:l.unproject(n)};\"rotate\"===this._gestureIntent&&(u.bearing=this._startBearing+s),\"zoom\"!==this._gestureIntent&&\"rotate\"!==this._gestureIntent||(u.zoom=l.transform.scaleZoom(this._startScale*a)),l.stop(),this._drainInertiaBuffer(),this._inertia.push([Date.now(),a,n]),l.easeTo(u,{originalEvent:t})}else{var f=Math.abs(1-a)>c,d=Math.abs(s)>h;d?this._gestureIntent=\"rotate\":f&&(this._gestureIntent=\"zoom\"),this._gestureIntent&&(this._startVec=o,this._startScale=l.transform.scale,this._startBearing=l.transform.bearing)}t.preventDefault()}},_onEnd:function(t){document.removeEventListener(\"touchmove\",this._onMove),document.removeEventListener(\"touchend\",this._onEnd),this._drainInertiaBuffer();var e=this._inertia,r=this._map;if(e.length<2)return void r.snapToNorth({},{originalEvent:t});var n=e[e.length-1],i=e[0],o=r.transform.scaleZoom(this._startScale*n[1]),c=r.transform.scaleZoom(this._startScale*i[1]),h=o-c,f=(n[0]-i[0])/1e3,d=n[2];if(0===f||o===c)return void r.snapToNorth({},{originalEvent:t});var p=h*a/f;Math.abs(p)>u&&(p=p>0?u:-u);var v=1e3*Math.abs(p/(l*a)),m=o+p*v/2e3;0>m&&(m=0),r.easeTo({zoom:m,duration:v,easing:s,around:r.unproject(d)},{originalEvent:t})},_drainInertiaBuffer:function(){for(var t=this._inertia,e=Date.now(),r=160;t.length>2&&e-t[0][0]>r;)t.shift()}}},{\"../../util/dom\":338,\"../../util/util\":349}],329:[function(t,e,r){\"use strict\";function n(){i.bindAll([\"_onHashChange\",\"_updateHash\"],this)}e.exports=n;var i=t(\"../util/util\");n.prototype={addTo:function(t){return this._map=t,window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},remove:function(){return window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),delete this._map,this},_onHashChange:function(){var t=location.hash.replace(\"#\",\"\").split(\"/\");return t.length>=3?(this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:+(t[3]||0)}),!0):!1},_updateHash:function(){var t=this._map.getCenter(),e=this._map.getZoom(),r=this._map.getBearing(),n=Math.max(0,Math.ceil(Math.log(e)/Math.LN2)),i=\"#\"+Math.round(100*e)/100+\"/\"+t.lat.toFixed(n)+\"/\"+t.lng.toFixed(n)+(r?\"/\"+Math.round(10*r)/10:\"\");window.history.replaceState(\"\",\"\",i)}}},{\"../util/util\":349}],330:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer();for(var e in i)t[e]=new i[e](t);a.bindHandlers(this)}var i={scrollZoom:t(\"./handler/scroll_zoom\"),boxZoom:t(\"./handler/box_zoom\"),dragRotate:t(\"./handler/drag_rotate\"),dragPan:t(\"./handler/drag_pan\"),keyboard:t(\"./handler/keyboard\"),doubleClickZoom:t(\"./handler/dblclick_zoom\"),touchZoomRotate:t(\"./handler/touch_zoom_rotate\")},o=t(\"../util/dom\"),a=t(\"../util/util\"),s=t(\"point-geometry\");e.exports=n,n.prototype={enable:function(){var t=this._map.options,e=this._el;for(var r in i)t[r]&&this._map[r].enable();e.addEventListener(\"mousedown\",this._onMouseDown,!1),e.addEventListener(\"mouseup\",this._onMouseUp,!1),e.addEventListener(\"mousemove\",this._onMouseMove,!1),e.addEventListener(\"touchstart\",this._onTouchStart,!1),e.addEventListener(\"touchend\",this._onTouchEnd,!1),e.addEventListener(\"touchmove\",this._onTouchMove,!1),e.addEventListener(\"touchcancel\",this._onTouchCancel,!1),e.addEventListener(\"click\",this._onClick,!1),e.addEventListener(\"dblclick\",this._onDblClick,!1),e.addEventListener(\"contextmenu\",this._onContextMenu,!1)},disable:function(){var t=this._map.options,e=this._el;for(var r in i)t[r]&&this._map[r].disable();e.removeEventListener(\"mousedown\",this._onMouseDown),e.removeEventListener(\"mouseup\",this._onMouseUp),e.removeEventListener(\"mousemove\",this._onMouseMove),e.removeEventListener(\"touchstart\",this._onTouchStart),e.removeEventListener(\"touchend\",this._onTouchEnd),e.removeEventListener(\"touchmove\",this._onTouchMove),e.removeEventListener(\"touchcancel\",this._onTouchCancel),e.removeEventListener(\"click\",this._onClick),e.removeEventListener(\"dblclick\",this._onDblClick),e.removeEventListener(\"contextmenu\",this._onContextMenu)},_onMouseDown:function(t){this._map.stop(),this._startPos=o.mousePos(this._el,t),this._fireMouseEvent(\"mousedown\",t)},_onMouseUp:function(t){var e=this._map,r=e.dragRotate&&e.dragRotate.isActive();this._contextMenuEvent&&!r&&this._fireMouseEvent(\"contextmenu\",this._contextMenuEvent),this._contextMenuEvent=null,this._fireMouseEvent(\"mouseup\",t)},_onMouseMove:function(t){var e=this._map,r=this._el;if(!(e.dragPan&&e.dragPan.isActive()||e.dragRotate&&e.dragRotate.isActive())){for(var n=t.toElement||t.target;n&&n!==r;)n=n.parentNode;n===r&&this._fireMouseEvent(\"mousemove\",t)}},_onTouchStart:function(t){this._map.stop(),this._fireTouchEvent(\"touchstart\",t),!t.touches||t.touches.length>1||(this._tapped?(clearTimeout(this._tapped),this._tapped=null,this._fireMouseEvent(\"dblclick\",t)):this._tapped=setTimeout(this._onTouchTimeout,300))},_onTouchMove:function(t){this._fireTouchEvent(\"touchmove\",t)},_onTouchEnd:function(t){this._fireTouchEvent(\"touchend\",t)},_onTouchCancel:function(t){this._fireTouchEvent(\"touchcancel\",t)},_onTouchTimeout:function(){this._tapped=null},_onClick:function(t){var e=o.mousePos(this._el,t);e.equals(this._startPos)&&this._fireMouseEvent(\"click\",t)},_onDblClick:function(t){this._fireMouseEvent(\"dblclick\",t),t.preventDefault()},_onContextMenu:function(t){this._contextMenuEvent=t,t.preventDefault()},_fireMouseEvent:function(t,e){var r=o.mousePos(this._el,e);return this._map.fire(t,{lngLat:this._map.unproject(r),point:r,originalEvent:e})},_fireTouchEvent:function(t,e){var r=o.touchPos(this._el,e),n=r.reduce(function(t,e,r,n){return t.add(e.div(n.length))},new s(0,0));return this._map.fire(t,{lngLat:this._map.unproject(n),point:n,lngLats:r.map(function(t){return this._map.unproject(t)},this),points:r,originalEvent:e})}}},{\"../util/dom\":338,\"../util/util\":349,\"./handler/box_zoom\":322,\"./handler/dblclick_zoom\":323,\"./handler/drag_pan\":324,\"./handler/drag_rotate\":325,\"./handler/keyboard\":326,\"./handler/scroll_zoom\":327,\"./handler/touch_zoom_rotate\":328,\"point-geometry\":404}],331:[function(t,e,r){\"use strict\";function n(t){t.parentNode&&t.parentNode.removeChild(t)}var i=t(\"../util/canvas\"),o=t(\"../util/util\"),a=t(\"../util/browser\"),s=t(\"../util/evented\"),l=t(\"../util/dom\"),u=t(\"../style/style\"),c=t(\"../style/animation_loop\"),h=t(\"../render/painter\"),f=t(\"../geo/transform\"),d=t(\"./hash\"),p=t(\"./interaction\"),v=t(\"./camera\"),m=t(\"../geo/lng_lat\"),g=t(\"../geo/lng_lat_bounds\"),y=t(\"point-geometry\"),b=t(\"./control/attribution\"),x=0,_=20,w=e.exports=function(t){t=o.inherit(this.options,t),this._interactive=t.interactive,this._failIfMajorPerformanceCaveat=t.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=t.preserveDrawingBuffer,\"string\"==typeof t.container?this._container=document.getElementById(t.container):this._container=t.container,this.animationLoop=new c,this.transform=new f(t.minZoom,t.maxZoom),t.maxBounds&&this.setMaxBounds(t.maxBounds),o.bindAll([\"_forwardStyleEvent\",\"_forwardSourceEvent\",\"_forwardLayerEvent\",\"_forwardTileEvent\",\"_onStyleLoad\",\"_onStyleChange\",\"_onSourceAdd\",\"_onSourceRemove\",\"_onSourceUpdate\",\"_onWindowResize\",\"onError\",\"_update\",\"_render\"],this),this._setupContainer(),this._setupPainter(),this.on(\"move\",this._update.bind(this,!1)),this.on(\"zoom\",this._update.bind(this,!0)),this.on(\"moveend\",function(){this.animationLoop.set(300),this._rerender()}.bind(this)),\"undefined\"!=typeof window&&window.addEventListener(\"resize\",this._onWindowResize,!1),this.interaction=new p(this),t.interactive&&this.interaction.enable(),this._hash=t.hash&&(new d).addTo(this),this._hash&&this._hash._onHashChange()||this.jumpTo(t),this.stacks={},this._classes=[],this.resize(),t.classes&&this.setClasses(t.classes),t.style&&this.setStyle(t.style),t.attributionControl&&this.addControl(new b(t.attributionControl)),this.on(\"style.error\",this.onError),this.on(\"source.error\",this.onError),this.on(\"tile.error\",this.onError),this.on(\"layer.error\",this.onError)};o.extend(w.prototype,s),o.extend(w.prototype,v.prototype),o.extend(w.prototype,{options:{center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:x,maxZoom:_,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,bearingSnap:7,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1},addControl:function(t){return t.addTo(this),this},addClass:function(t,e){return this._classes.indexOf(t)>=0||\"\"===t?this:(this._classes.push(t),this._classOptions=e,this.style&&this.style.updateClasses(),this._update(!0))},removeClass:function(t,e){var r=this._classes.indexOf(t);return 0>r||\"\"===t?this:(this._classes.splice(r,1),this._classOptions=e,this.style&&this.style.updateClasses(),this._update(!0))},setClasses:function(t,e){for(var r={},n=0;n<t.length;n++)\"\"!==t[n]&&(r[t[n]]=!0);return this._classes=Object.keys(r),this._classOptions=e,this.style&&this.style.updateClasses(),this._update(!0)},hasClass:function(t){return this._classes.indexOf(t)>=0},getClasses:function(){return this._classes},resize:function(){var t=0,e=0;return this._container&&(t=this._container.offsetWidth||400,e=this._container.offsetHeight||300),this._canvas.resize(t,e),this.transform.resize(t,e),this.painter.resize(t,e),this.fire(\"movestart\").fire(\"move\").fire(\"resize\").fire(\"moveend\")},getBounds:function(){var t=new g(this.transform.pointLocation(new y(0,0)),this.transform.pointLocation(this.transform.size));return(this.transform.angle||this.transform.pitch)&&(t.extend(this.transform.pointLocation(new y(this.transform.size.x,0))),t.extend(this.transform.pointLocation(new y(0,this.transform.size.y)))),t},setMaxBounds:function(t){if(t){var e=g.convert(t);this.transform.lngRange=[e.getWest(),e.getEast()],this.transform.latRange=[e.getSouth(),e.getNorth()],this.transform._constrain(),this._update()}else null!==t&&void 0!==t||(this.transform.lngRange=[],this.transform.latRange=[],this._update());return this},setMinZoom:function(t){if(t=null===t||void 0===t?x:t,t>=x&&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 \"+x+\" and the current maxZoom, inclusive\")},setMaxZoom:function(t){if(t=null===t||void 0===t?_:t,t>=this.transform.minZoom&&_>=t)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be between the current minZoom and \"+_+\", inclusive\")},project:function(t){return this.transform.locationPoint(m.convert(t))},unproject:function(t){return this.transform.pointLocation(y.convert(t))},queryRenderedFeatures:function(t,e){t instanceof y||Array.isArray(t)||(e=t,t=void 0);var r=this._makeQueryGeometry(t);return this.style.queryRenderedFeatures(r,e,this.transform.zoom,this.transform.angle)},_makeQueryGeometry:function(t){void 0===t&&(t=[y.convert([0,0]),y.convert([this.transform.width,this.transform.height])]);var e,r=t instanceof y||\"number\"==typeof t[0];if(r){var n=y.convert(t);e=[n]}else{var i=[y.convert(t[0]),y.convert(t[1])];e=[i[0],new y(i[1].x,i[0].y),i[1],new y(i[0].x,i[1].y),i[0]]}return e=e.map(function(t){return this.transform.pointCoordinate(t)}.bind(this))},querySourceFeatures:function(t,e){return this.style.querySourceFeatures(t,e)},setStyle:function(t){return this.style&&(this.style.off(\"load\",this._onStyleLoad).off(\"error\",this._forwardStyleEvent).off(\"change\",this._onStyleChange).off(\"source.add\",this._onSourceAdd).off(\"source.remove\",this._onSourceRemove).off(\"source.load\",this._onSourceUpdate).off(\"source.error\",this._forwardSourceEvent).off(\"source.change\",this._onSourceUpdate).off(\"layer.add\",this._forwardLayerEvent).off(\"layer.remove\",this._forwardLayerEvent).off(\"layer.error\",this._forwardLayerEvent).off(\"tile.add\",this._forwardTileEvent).off(\"tile.remove\",this._forwardTileEvent).off(\"tile.load\",this._update).off(\"tile.error\",this._forwardTileEvent).off(\"tile.stats\",this._forwardTileEvent)._remove(),this.off(\"rotate\",this.style._redoPlacement),\n",
       "this.off(\"pitch\",this.style._redoPlacement)),t?(t instanceof u?this.style=t:this.style=new u(t,this.animationLoop),this.style.on(\"load\",this._onStyleLoad).on(\"error\",this._forwardStyleEvent).on(\"change\",this._onStyleChange).on(\"source.add\",this._onSourceAdd).on(\"source.remove\",this._onSourceRemove).on(\"source.load\",this._onSourceUpdate).on(\"source.error\",this._forwardSourceEvent).on(\"source.change\",this._onSourceUpdate).on(\"layer.add\",this._forwardLayerEvent).on(\"layer.remove\",this._forwardLayerEvent).on(\"layer.error\",this._forwardLayerEvent).on(\"tile.add\",this._forwardTileEvent).on(\"tile.remove\",this._forwardTileEvent).on(\"tile.load\",this._update).on(\"tile.error\",this._forwardTileEvent).on(\"tile.stats\",this._forwardTileEvent),this.on(\"rotate\",this.style._redoPlacement),this.on(\"pitch\",this.style._redoPlacement),this):(this.style=null,this)},getStyle:function(){return this.style.serialize()},addSource:function(t,e){return this.style.addSource(t,e),this._update(!0),this},removeSource:function(t){return this.style.removeSource(t),this._update(!0),this},getSource:function(t){return this.style.getSource(t)},addLayer:function(t,e){return this.style.addLayer(t,e),this._update(!0),this},removeLayer:function(t){return this.style.removeLayer(t),this._update(!0),this},getLayer:function(t){return this.style.getLayer(t)},setFilter:function(t,e){return this.style.setFilter(t,e),this._update(!0),this},setLayerZoomRange:function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0),this},getFilter:function(t){return this.style.getFilter(t)},setPaintProperty:function(t,e,r,n){return this.style.setPaintProperty(t,e,r,n),this._update(!0),this},getPaintProperty:function(t,e,r){return this.style.getPaintProperty(t,e,r)},setLayoutProperty:function(t,e,r){return this.style.setLayoutProperty(t,e,r),this._update(!0),this},getLayoutProperty:function(t,e){return this.style.getLayoutProperty(t,e)},getContainer:function(){return this._container},getCanvasContainer:function(){return this._canvasContainer},getCanvas:function(){return this._canvas.getElement()},_setupContainer:function(){var t=this._container;t.classList.add(\"mapboxgl-map\");var e=this._canvasContainer=l.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=new i(this,e);var r=this._controlContainer=l.create(\"div\",\"mapboxgl-control-container\",t),n=this._controlCorners={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach(function(t){n[t]=l.create(\"div\",\"mapboxgl-ctrl-\"+t,r)})},_setupPainter:function(){var t=this._canvas.getWebGLContext({failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer});return t?void(this.painter=new h(t,this.transform)):void console.error(\"Failed to initialize WebGL\")},_contextLost:function(t){t.preventDefault(),this._frameId&&a.cancelFrame(this._frameId),this.fire(\"webglcontextlost\",{originalEvent:t})},_contextRestored:function(t){this._setupPainter(),this.resize(),this._update(),this.fire(\"webglcontextrestored\",{originalEvent:t})},loaded:function(){return this._styleDirty||this._sourcesDirty?!1:!(!this.style||!this.style.loaded())},_update:function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this._rerender(),this):this},_render:function(){return this.style&&this._styleDirty&&(this._styleDirty=!1,this.style.update(this._classes,this._classOptions),this._classOptions=null,this.style._recalculate(this.transform.zoom)),this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this.painter.render(this.style,{debug:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,vertices:this.vertices,rotating:this.rotating,zooming:this.zooming}),this.fire(\"render\"),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(\"load\")),this._frameId=null,this.animationLoop.stopped()||(this._styleDirty=!0),(this._sourcesDirty||this._repaint||!this.animationLoop.stopped())&&this._rerender(),this},remove:function(){this._hash&&this._hash.remove(),a.cancelFrame(this._frameId),this.setStyle(null),\"undefined\"!=typeof window&&window.removeEventListener(\"resize\",this._onWindowResize,!1),n(this._canvasContainer),n(this._controlContainer),this._container.classList.remove(\"mapboxgl-map\")},onError:function(t){console.error(t.error)},_rerender:function(){this.style&&!this._frameId&&(this._frameId=a.frame(this._render))},_forwardStyleEvent:function(t){this.fire(\"style.\"+t.type,o.extend({style:t.target},t))},_forwardSourceEvent:function(t){this.fire(t.type,o.extend({style:t.target},t))},_forwardLayerEvent:function(t){this.fire(t.type,o.extend({style:t.target},t))},_forwardTileEvent:function(t){this.fire(t.type,o.extend({style:t.target},t))},_onStyleLoad:function(t){this.transform.unmodified&&this.jumpTo(this.style.stylesheet),this.style.update(this._classes,{transition:!1}),this._forwardStyleEvent(t)},_onStyleChange:function(t){this._update(!0),this._forwardStyleEvent(t)},_onSourceAdd:function(t){var e=t.source;e.onAdd&&e.onAdd(this),this._forwardSourceEvent(t)},_onSourceRemove:function(t){var e=t.source;e.onRemove&&e.onRemove(this),this._forwardSourceEvent(t)},_onSourceUpdate:function(t){this._update(),this._forwardSourceEvent(t)},_onWindowResize:function(){this.stop().resize()._update()}}),o.extendAll(w.prototype,{_showTileBoundaries:!1,get showTileBoundaries(){return this._showTileBoundaries},set showTileBoundaries(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},_showCollisionBoxes:!1,get showCollisionBoxes(){return this._showCollisionBoxes},set showCollisionBoxes(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,this.style._redoPlacement())},_showOverdrawInspector:!1,get showOverdrawInspector(){return this._showOverdrawInspector},set showOverdrawInspector(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},_repaint:!1,get repaint(){return this._repaint},set repaint(t){this._repaint=t,this._update()},_vertices:!1,get vertices(){return this._vertices},set vertices(t){this._vertices=t,this._update()}})},{\"../geo/lng_lat\":256,\"../geo/lng_lat_bounds\":257,\"../geo/transform\":258,\"../render/painter\":271,\"../style/animation_loop\":287,\"../style/style\":290,\"../util/browser\":335,\"../util/canvas\":336,\"../util/dom\":338,\"../util/evented\":341,\"../util/util\":349,\"./camera\":317,\"./control/attribution\":318,\"./hash\":329,\"./interaction\":330,\"point-geometry\":404}],332:[function(t,e,r){\"use strict\";function n(t){i.setOptions(this,t),i.bindAll([\"_update\",\"_onClickClose\"],this)}e.exports=n;var i=t(\"../util/util\"),o=t(\"../util/evented\"),a=t(\"../util/dom\"),s=t(\"../geo/lng_lat\");n.prototype=i.inherit(o,{options:{closeButton:!0,closeOnClick:!0},addTo:function(t){return this._map=t,this._map.on(\"move\",this._update),this.options.closeOnClick&&this._map.on(\"click\",this._onClickClose),this._update(),this},remove:function(){return this._content&&this._content.parentNode&&this._content.parentNode.removeChild(this._content),this._container&&(this._container.parentNode.removeChild(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"click\",this._onClickClose),delete this._map),this},getLngLat:function(){return this._lngLat},setLngLat:function(t){return this._lngLat=s.convert(t),this._update(),this},setText:function(t){return this.setDOMContent(document.createTextNode(t))},setHTML:function(t){var e,r=document.createDocumentFragment(),n=document.createElement(\"body\");for(n.innerHTML=t;;){if(e=n.firstChild,!e)break;r.appendChild(e)}return this.setDOMContent(r)},setDOMContent:function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},_createContent:function(){this._content&&this._content.parentNode&&this._content.parentNode.removeChild(this._content),this._content=a.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=a.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClickClose))},_update:function(){if(this._map&&this._lngLat&&this._content){this._container||(this._container=a.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=a.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content));var t=this._map.project(this._lngLat).round(),e=this.options.anchor;if(!e){var r=this._container.offsetWidth,n=this._container.offsetHeight;e=t.y<n?[\"top\"]:t.y>this._map.transform.height-n?[\"bottom\"]:[],t.x<r/2?e.push(\"left\"):t.x>this._map.transform.width-r/2&&e.push(\"right\"),e=0===e.length?\"bottom\":e.join(\"-\")}var i={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%)\"},o=this._container.classList;for(var s in i)o.remove(\"mapboxgl-popup-anchor-\"+s);o.add(\"mapboxgl-popup-anchor-\"+e),a.setTransform(this._container,i[e]+\" translate(\"+t.x+\"px,\"+t.y+\"px)\")}},_onClickClose:function(){this.remove()}})},{\"../geo/lng_lat\":256,\"../util/dom\":338,\"../util/evented\":341,\"../util/util\":349}],333:[function(t,e,r){\"use strict\";function n(t,e){this.target=t,this.parent=e,this.callbacks={},this.callbackID=0,this.receive=this.receive.bind(this),this.target.addEventListener(\"message\",this.receive,!1)}e.exports=n,n.prototype.receive=function(t){var e,r=t.data;if(\"<response>\"===r.type)e=this.callbacks[r.id],delete this.callbacks[r.id],e(r.error||null,r.data);else if(\"undefined\"!=typeof r.id){var n=r.id;this.parent[r.type](r.data,function(t,e,r){this.postMessage({type:\"<response>\",id:String(n),error:t?String(t):null,data:e},r)}.bind(this))}else this.parent[r.type](r.data)},n.prototype.send=function(t,e,r,n){var i=null;r&&(this.callbacks[i=this.callbackID++]=r),this.postMessage({type:t,id:String(i),data:e},n)},n.prototype.postMessage=function(t,e){this.target.postMessage(t,e)}},{}],334:[function(t,e,r){\"use strict\";function n(t){var e=document.createElement(\"a\");return e.href=t,e.protocol===document.location.protocol&&e.host===document.location.host}r.getJSON=function(t,e){var r=new XMLHttpRequest;return r.open(\"GET\",t,!0),r.setRequestHeader(\"Accept\",\"application/json\"),r.onerror=function(t){e(t)},r.onload=function(){if(r.status>=200&&r.status<300&&r.response){var t;try{t=JSON.parse(r.response)}catch(n){return e(n)}e(null,t)}else e(new Error(r.statusText))},r.send(),r},r.getArrayBuffer=function(t,e){var r=new XMLHttpRequest;return r.open(\"GET\",t,!0),r.responseType=\"arraybuffer\",r.onerror=function(t){e(t)},r.onload=function(){r.status>=200&&r.status<300&&r.response?e(null,r.response):e(new Error(r.statusText))},r.send(),r},r.getImage=function(t,e){return r.getArrayBuffer(t,function(t,r){if(t)return e(t);var n=new Image;n.onload=function(){e(null,n),(window.URL||window.webkitURL).revokeObjectURL(n.src)};var i=new Blob([new Uint8Array(r)],{type:\"image/png\"});return n.src=(window.URL||window.webkitURL).createObjectURL(i),n.getData=function(){var t=document.createElement(\"canvas\"),e=t.getContext(\"2d\");return t.width=n.width,t.height=n.height,e.drawImage(n,0,0),e.getImageData(0,0,n.width,n.height).data},n})},r.getVideo=function(t,e){var r=document.createElement(\"video\");r.onloadstart=function(){e(null,r)};for(var i=0;i<t.length;i++){var o=document.createElement(\"source\");n(t[i])||(r.crossOrigin=\"Anonymous\"),o.src=t[i],r.appendChild(o)}return r.getData=function(){return r},r}},{}],335:[function(t,e,r){\"use strict\";e.exports.now=function(){return window.performance&&window.performance.now?window.performance.now.bind(window.performance):Date.now.bind(Date)}();var n=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||window.msRequestAnimationFrame;r.frame=function(t){return n(t)};var i=window.cancelAnimationFrame||window.mozCancelAnimationFrame||window.webkitCancelAnimationFrame||window.msCancelAnimationFrame;r.cancelFrame=function(t){i(t)},r.timed=function(t,n,i){function o(l){a||(l=e.exports.now(),l>=s+n?t.call(i,1):(t.call(i,(l-s)/n),r.frame(o)))}if(!n)return t.call(i,1),null;var a=!1,s=e.exports.now();return r.frame(o),function(){a=!0}},r.supported=t(\"mapbox-gl-js-supported\"),r.hardwareConcurrency=navigator.hardwareConcurrency||8,Object.defineProperty(r,\"devicePixelRatio\",{get:function(){return window.devicePixelRatio}}),r.supportsWebp=!1;var o=document.createElement(\"img\");o.onload=function(){r.supportsWebp=!0},o.src=\"data:image/webp;base64,UklGRh4AAABXRUJQVlA4TBEAAAAvAQAAAAfQ//73v/+BiOh/AAA=\",r.supportsGeolocation=!!navigator.geolocation},{\"mapbox-gl-js-supported\":375}],336:[function(t,e,r){\"use strict\";function 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t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t},i.fromValues=function(t,e,r,i,o,a,s,l,u){var c=new n.ARRAY_TYPE(9);return c[0]=t,c[1]=e,c[2]=r,c[3]=i,c[4]=o,c[5]=a,c[6]=s,c[7]=l,c[8]=u,c},i.set=function(t,e,r,n,i,o,a,s,l,u){return t[0]=e,t[1]=r,t[2]=n,t[3]=i,t[4]=o,t[5]=a,t[6]=s,t[7]=l,t[8]=u,t},i.identity=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=1,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},i.transpose=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[5];t[1]=e[3],t[2]=e[6],t[3]=r,t[5]=e[7],t[6]=n,t[7]=i}else t[0]=e[0],t[1]=e[3],t[2]=e[6],t[3]=e[1],t[4]=e[4],t[5]=e[7],t[6]=e[2],t[7]=e[5],t[8]=e[8];return t},i.invert=function(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=e[4],s=e[5],l=e[6],u=e[7],c=e[8],h=c*a-s*u,f=-c*o+s*l,d=u*o-a*l,p=r*h+n*f+i*d;return p?(p=1/p,t[0]=h*p,t[1]=(-c*n+i*u)*p,t[2]=(s*n-i*a)*p,t[3]=f*p,t[4]=(c*r-i*l)*p,t[5]=(-s*r+i*o)*p,t[6]=d*p,t[7]=(-u*r+n*l)*p,t[8]=(a*r-n*o)*p,t):null},i.adjoint=function(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=e[4],s=e[5],l=e[6],u=e[7],c=e[8];return t[0]=a*c-s*u,t[1]=i*u-n*c,t[2]=n*s-i*a,t[3]=s*l-o*c,t[4]=r*c-i*l,t[5]=i*o-r*s,t[6]=o*u-a*l,t[7]=n*l-r*u,t[8]=r*a-n*o,t},i.determinant=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],o=t[4],a=t[5],s=t[6],l=t[7],u=t[8];return e*(u*o-a*l)+r*(-u*i+a*s)+n*(l*i-o*s)},i.multiply=function(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=r[0],d=r[1],p=r[2],v=r[3],m=r[4],g=r[5],y=r[6],b=r[7],x=r[8];return t[0]=f*n+d*a+p*u,t[1]=f*i+d*s+p*c,t[2]=f*o+d*l+p*h,t[3]=v*n+m*a+g*u,t[4]=v*i+m*s+g*c,t[5]=v*o+m*l+g*h,t[6]=y*n+b*a+x*u,t[7]=y*i+b*s+x*c,t[8]=y*o+b*l+x*h,t},i.mul=i.multiply,i.translate=function(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=r[0],d=r[1];return t[0]=n,t[1]=i,t[2]=o,t[3]=a,t[4]=s,t[5]=l,t[6]=f*n+d*a+u,t[7]=f*i+d*s+c,t[8]=f*o+d*l+h,t},i.rotate=function(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=Math.sin(r),d=Math.cos(r);return t[0]=d*n+f*a,t[1]=d*i+f*s,t[2]=d*o+f*l,t[3]=d*a-f*n,t[4]=d*s-f*i,t[5]=d*l-f*o,t[6]=u,t[7]=c,t[8]=h,t},i.scale=function(t,e,r){var n=r[0],i=r[1];return t[0]=n*e[0],t[1]=n*e[1],t[2]=n*e[2],t[3]=i*e[3],t[4]=i*e[4],t[5]=i*e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t},i.fromTranslation=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=1,t[5]=0,t[6]=e[0],t[7]=e[1],t[8]=1,t},i.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},i.fromScaling=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=e[1],t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},i.fromMat2d=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=0,t[3]=e[2],t[4]=e[3],t[5]=0,t[6]=e[4],t[7]=e[5],t[8]=1,t},i.fromQuat=function(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=r+r,s=n+n,l=i+i,u=r*a,c=n*a,h=n*s,f=i*a,d=i*s,p=i*l,v=o*a,m=o*s,g=o*l;return t[0]=1-h-p,t[3]=c-g,t[6]=f+m,t[1]=c+g,t[4]=1-u-p,t[7]=d-v,t[2]=f-m,t[5]=d+v,t[8]=1-u-h,t},i.normalFromMat4=function(t,e){var 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t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t[3]=e[3]+r[3],t[4]=e[4]+r[4],t[5]=e[5]+r[5],t[6]=e[6]+r[6],t[7]=e[7]+r[7],t[8]=e[8]+r[8],t},i.subtract=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t[4]=e[4]-r[4],t[5]=e[5]-r[5],t[6]=e[6]-r[6],t[7]=e[7]-r[7],t[8]=e[8]-r[8],t},i.sub=i.subtract,i.multiplyScalar=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t[4]=e[4]*r,t[5]=e[5]*r,t[6]=e[6]*r,t[7]=e[7]*r,t[8]=e[8]*r,t},i.multiplyScalarAndAdd=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t[3]=e[3]+r[3]*n,t[4]=e[4]+r[4]*n,t[5]=e[5]+r[5]*n,t[6]=e[6]+r[6]*n,t[7]=e[7]+r[7]*n,t[8]=e[8]+r[8]*n,t},i.exactEquals=function(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]&&t[4]===e[4]&&t[5]===e[5]&&t[6]===e[6]&&t[7]===e[7]&&t[8]===e[8]},i.equals=function(t,e){var r=t[0],i=t[1],o=t[2],a=t[3],s=t[4],l=t[5],u=t[6],c=t[7],h=t[8],f=e[0],d=e[1],p=e[2],v=e[3],m=e[4],g=e[5],y=t[6],b=e[7],x=e[8];return Math.abs(r-f)<=n.EPSILON*Math.max(1,Math.abs(r),Math.abs(f))&&Math.abs(i-d)<=n.EPSILON*Math.max(1,Math.abs(i),Math.abs(d))&&Math.abs(o-p)<=n.EPSILON*Math.max(1,Math.abs(o),Math.abs(p))&&Math.abs(a-v)<=n.EPSILON*Math.max(1,Math.abs(a),Math.abs(v))&&Math.abs(s-m)<=n.EPSILON*Math.max(1,Math.abs(s),Math.abs(m))&&Math.abs(l-g)<=n.EPSILON*Math.max(1,Math.abs(l),Math.abs(g))&&Math.abs(u-y)<=n.EPSILON*Math.max(1,Math.abs(u),Math.abs(y))&&Math.abs(c-b)<=n.EPSILON*Math.max(1,Math.abs(c),Math.abs(b))&&Math.abs(h-x)<=n.EPSILON*Math.max(1,Math.abs(h),Math.abs(x))},e.exports=i},{\"./common.js\":364}],368:[function(t,e,r){var n=t(\"./common.js\"),i={scalar:{},SIMD:{}};i.create=function(){var t=new n.ARRAY_TYPE(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},i.clone=function(t){var e=new n.ARRAY_TYPE(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},i.copy=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],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],t},i.fromValues=function(t,e,r,i,o,a,s,l,u,c,h,f,d,p,v,m){var g=new n.ARRAY_TYPE(16);return g[0]=t,g[1]=e,g[2]=r,g[3]=i,g[4]=o,g[5]=a,g[6]=s,g[7]=l,g[8]=u,g[9]=c,g[10]=h,g[11]=f,g[12]=d,g[13]=p,g[14]=v,g[15]=m,g},i.set=function(t,e,r,n,i,o,a,s,l,u,c,h,f,d,p,v,m){return t[0]=e,t[1]=r,t[2]=n,t[3]=i,t[4]=o,t[5]=a,t[6]=s,t[7]=l,t[8]=u,t[9]=c,t[10]=h,t[11]=f,t[12]=d,t[13]=p,t[14]=v,t[15]=m,t},i.identity=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},i.scalar.transpose=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],o=e[6],a=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]=o,t[11]=e[14],t[12]=i,t[13]=a,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},i.SIMD.transpose=function(t,e){var r,n,i,o,a,s,l,u,c,h;return r=SIMD.Float32x4.load(e,0),n=SIMD.Float32x4.load(e,4),i=SIMD.Float32x4.load(e,8),o=SIMD.Float32x4.load(e,12),a=SIMD.Float32x4.shuffle(r,n,0,1,4,5),s=SIMD.Float32x4.shuffle(i,o,0,1,4,5),l=SIMD.Float32x4.shuffle(a,s,0,2,4,6),u=SIMD.Float32x4.shuffle(a,s,1,3,5,7),SIMD.Float32x4.store(t,0,l),SIMD.Float32x4.store(t,4,u),a=SIMD.Float32x4.shuffle(r,n,2,3,6,7),s=SIMD.Float32x4.shuffle(i,o,2,3,6,7),c=SIMD.Float32x4.shuffle(a,s,0,2,4,6),h=SIMD.Float32x4.shuffle(a,s,1,3,5,7),SIMD.Float32x4.store(t,8,c),SIMD.Float32x4.store(t,12,h),t},i.transpose=n.USE_SIMD?i.SIMD.transpose:i.scalar.transpose,i.scalar.invert=function(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=e[4],s=e[5],l=e[6],u=e[7],c=e[8],h=e[9],f=e[10],d=e[11],p=e[12],v=e[13],m=e[14],g=e[15],y=r*s-n*a,b=r*l-i*a,x=r*u-o*a,_=n*l-i*s,w=n*u-o*s,M=i*u-o*l,k=c*v-h*p,A=c*m-f*p,T=c*g-d*p,E=h*m-f*v,S=h*g-d*v,L=f*g-d*m,z=y*L-b*S+x*E+_*T-w*A+M*k;return z?(z=1/z,t[0]=(s*L-l*S+u*E)*z,t[1]=(i*S-n*L-o*E)*z,t[2]=(v*M-m*w+g*_)*z,t[3]=(f*w-h*M-d*_)*z,t[4]=(l*T-a*L-u*A)*z,t[5]=(r*L-i*T+o*A)*z,t[6]=(m*x-p*M-g*b)*z,t[7]=(c*M-f*x+d*b)*z,t[8]=(a*S-s*T+u*k)*z,t[9]=(n*T-r*S-o*k)*z,t[10]=(p*w-v*x+g*y)*z,t[11]=(h*x-c*w-d*y)*z,t[12]=(s*A-a*E-l*k)*z,t[13]=(r*E-n*A+i*k)*z,t[14]=(v*b-p*_-m*y)*z,t[15]=(c*_-h*b+f*y)*z,t):null},i.SIMD.invert=function(t,e){var r,n,i,o,a,s,l,u,c,h,f=SIMD.Float32x4.load(e,0),d=SIMD.Float32x4.load(e,4),p=SIMD.Float32x4.load(e,8),v=SIMD.Float32x4.load(e,12);return a=SIMD.Float32x4.shuffle(f,d,0,1,4,5),n=SIMD.Float32x4.shuffle(p,v,0,1,4,5),r=SIMD.Float32x4.shuffle(a,n,0,2,4,6),n=SIMD.Float32x4.shuffle(n,a,1,3,5,7),a=SIMD.Float32x4.shuffle(f,d,2,3,6,7),o=SIMD.Float32x4.shuffle(p,v,2,3,6,7),i=SIMD.Float32x4.shuffle(a,o,0,2,4,6),o=SIMD.Float32x4.shuffle(o,a,1,3,5,7),a=SIMD.Float32x4.mul(i,o),a=SIMD.Float32x4.swizzle(a,1,0,3,2),s=SIMD.Float32x4.mul(n,a),l=SIMD.Float32x4.mul(r,a),a=SIMD.Float32x4.swizzle(a,2,3,0,1),s=SIMD.Float32x4.sub(SIMD.Float32x4.mul(n,a),s),l=SIMD.Float32x4.sub(SIMD.Float32x4.mul(r,a),l),l=SIMD.Float32x4.swizzle(l,2,3,0,1),a=SIMD.Float32x4.mul(n,i),a=SIMD.Float32x4.swizzle(a,1,0,3,2),s=SIMD.Float32x4.add(SIMD.Float32x4.mul(o,a),s),c=SIMD.Float32x4.mul(r,a),a=SIMD.Float32x4.swizzle(a,2,3,0,1),s=SIMD.Float32x4.sub(s,SIMD.Float32x4.mul(o,a)),c=SIMD.Float32x4.sub(SIMD.Float32x4.mul(r,a),c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),a=SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(n,2,3,0,1),o),a=SIMD.Float32x4.swizzle(a,1,0,3,2),i=SIMD.Float32x4.swizzle(i,2,3,0,1),s=SIMD.Float32x4.add(SIMD.Float32x4.mul(i,a),s),u=SIMD.Float32x4.mul(r,a),a=SIMD.Float32x4.swizzle(a,2,3,0,1),s=SIMD.Float32x4.sub(s,SIMD.Float32x4.mul(i,a)),u=SIMD.Float32x4.sub(SIMD.Float32x4.mul(r,a),u),u=SIMD.Float32x4.swizzle(u,2,3,0,1),a=SIMD.Float32x4.mul(r,n),a=SIMD.Float32x4.swizzle(a,1,0,3,2),u=SIMD.Float32x4.add(SIMD.Float32x4.mul(o,a),u),c=SIMD.Float32x4.sub(SIMD.Float32x4.mul(i,a),c),a=SIMD.Float32x4.swizzle(a,2,3,0,1),u=SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,a),u),c=SIMD.Float32x4.sub(c,SIMD.Float32x4.mul(i,a)),a=SIMD.Float32x4.mul(r,o),a=SIMD.Float32x4.swizzle(a,1,0,3,2),l=SIMD.Float32x4.sub(l,SIMD.Float32x4.mul(i,a)),u=SIMD.Float32x4.add(SIMD.Float32x4.mul(n,a),u),a=SIMD.Float32x4.swizzle(a,2,3,0,1),l=SIMD.Float32x4.add(SIMD.Float32x4.mul(i,a),l),u=SIMD.Float32x4.sub(u,SIMD.Float32x4.mul(n,a)),a=SIMD.Float32x4.mul(r,i),a=SIMD.Float32x4.swizzle(a,1,0,3,2),l=SIMD.Float32x4.add(SIMD.Float32x4.mul(o,a),l),c=SIMD.Float32x4.sub(c,SIMD.Float32x4.mul(n,a)),a=SIMD.Float32x4.swizzle(a,2,3,0,1),l=SIMD.Float32x4.sub(l,SIMD.Float32x4.mul(o,a)),c=SIMD.Float32x4.add(SIMD.Float32x4.mul(n,a),c),\n",
       "h=SIMD.Float32x4.mul(r,s),h=SIMD.Float32x4.add(SIMD.Float32x4.swizzle(h,2,3,0,1),h),h=SIMD.Float32x4.add(SIMD.Float32x4.swizzle(h,1,0,3,2),h),a=SIMD.Float32x4.reciprocalApproximation(h),h=SIMD.Float32x4.sub(SIMD.Float32x4.add(a,a),SIMD.Float32x4.mul(h,SIMD.Float32x4.mul(a,a))),(h=SIMD.Float32x4.swizzle(h,0,0,0,0))?(SIMD.Float32x4.store(t,0,SIMD.Float32x4.mul(h,s)),SIMD.Float32x4.store(t,4,SIMD.Float32x4.mul(h,l)),SIMD.Float32x4.store(t,8,SIMD.Float32x4.mul(h,u)),SIMD.Float32x4.store(t,12,SIMD.Float32x4.mul(h,c)),t):null},i.invert=n.USE_SIMD?i.SIMD.invert:i.scalar.invert,i.scalar.adjoint=function(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=e[4],s=e[5],l=e[6],u=e[7],c=e[8],h=e[9],f=e[10],d=e[11],p=e[12],v=e[13],m=e[14],g=e[15];return t[0]=s*(f*g-d*m)-h*(l*g-u*m)+v*(l*d-u*f),t[1]=-(n*(f*g-d*m)-h*(i*g-o*m)+v*(i*d-o*f)),t[2]=n*(l*g-u*m)-s*(i*g-o*m)+v*(i*u-o*l),t[3]=-(n*(l*d-u*f)-s*(i*d-o*f)+h*(i*u-o*l)),t[4]=-(a*(f*g-d*m)-c*(l*g-u*m)+p*(l*d-u*f)),t[5]=r*(f*g-d*m)-c*(i*g-o*m)+p*(i*d-o*f),t[6]=-(r*(l*g-u*m)-a*(i*g-o*m)+p*(i*u-o*l)),t[7]=r*(l*d-u*f)-a*(i*d-o*f)+c*(i*u-o*l),t[8]=a*(h*g-d*v)-c*(s*g-u*v)+p*(s*d-u*h),t[9]=-(r*(h*g-d*v)-c*(n*g-o*v)+p*(n*d-o*h)),t[10]=r*(s*g-u*v)-a*(n*g-o*v)+p*(n*u-o*s),t[11]=-(r*(s*d-u*h)-a*(n*d-o*h)+c*(n*u-o*s)),t[12]=-(a*(h*m-f*v)-c*(s*m-l*v)+p*(s*f-l*h)),t[13]=r*(h*m-f*v)-c*(n*m-i*v)+p*(n*f-i*h),t[14]=-(r*(s*m-l*v)-a*(n*m-i*v)+p*(n*l-i*s)),t[15]=r*(s*f-l*h)-a*(n*f-i*h)+c*(n*l-i*s),t},i.SIMD.adjoint=function(t,e){var r,n,i,o,a,s,l,u,c,h,f,d,p,r=SIMD.Float32x4.load(e,0),n=SIMD.Float32x4.load(e,4),i=SIMD.Float32x4.load(e,8),o=SIMD.Float32x4.load(e,12);return c=SIMD.Float32x4.shuffle(r,n,0,1,4,5),s=SIMD.Float32x4.shuffle(i,o,0,1,4,5),a=SIMD.Float32x4.shuffle(c,s,0,2,4,6),s=SIMD.Float32x4.shuffle(s,c,1,3,5,7),c=SIMD.Float32x4.shuffle(r,n,2,3,6,7),u=SIMD.Float32x4.shuffle(i,o,2,3,6,7),l=SIMD.Float32x4.shuffle(c,u,0,2,4,6),u=SIMD.Float32x4.shuffle(u,c,1,3,5,7),c=SIMD.Float32x4.mul(l,u),c=SIMD.Float32x4.swizzle(c,1,0,3,2),h=SIMD.Float32x4.mul(s,c),f=SIMD.Float32x4.mul(a,c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),h=SIMD.Float32x4.sub(SIMD.Float32x4.mul(s,c),h),f=SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,c),f),f=SIMD.Float32x4.swizzle(f,2,3,0,1),c=SIMD.Float32x4.mul(s,l),c=SIMD.Float32x4.swizzle(c,1,0,3,2),h=SIMD.Float32x4.add(SIMD.Float32x4.mul(u,c),h),p=SIMD.Float32x4.mul(a,c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),h=SIMD.Float32x4.sub(h,SIMD.Float32x4.mul(u,c)),p=SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,c),p),p=SIMD.Float32x4.swizzle(p,2,3,0,1),c=SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,2,3,0,1),u),c=SIMD.Float32x4.swizzle(c,1,0,3,2),l=SIMD.Float32x4.swizzle(l,2,3,0,1),h=SIMD.Float32x4.add(SIMD.Float32x4.mul(l,c),h),d=SIMD.Float32x4.mul(a,c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),h=SIMD.Float32x4.sub(h,SIMD.Float32x4.mul(l,c)),d=SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,c),d),d=SIMD.Float32x4.swizzle(d,2,3,0,1),c=SIMD.Float32x4.mul(a,s),c=SIMD.Float32x4.swizzle(c,1,0,3,2),d=SIMD.Float32x4.add(SIMD.Float32x4.mul(u,c),d),p=SIMD.Float32x4.sub(SIMD.Float32x4.mul(l,c),p),c=SIMD.Float32x4.swizzle(c,2,3,0,1),d=SIMD.Float32x4.sub(SIMD.Float32x4.mul(u,c),d),p=SIMD.Float32x4.sub(p,SIMD.Float32x4.mul(l,c)),c=SIMD.Float32x4.mul(a,u),c=SIMD.Float32x4.swizzle(c,1,0,3,2),f=SIMD.Float32x4.sub(f,SIMD.Float32x4.mul(l,c)),d=SIMD.Float32x4.add(SIMD.Float32x4.mul(s,c),d),c=SIMD.Float32x4.swizzle(c,2,3,0,1),f=SIMD.Float32x4.add(SIMD.Float32x4.mul(l,c),f),d=SIMD.Float32x4.sub(d,SIMD.Float32x4.mul(s,c)),c=SIMD.Float32x4.mul(a,l),c=SIMD.Float32x4.swizzle(c,1,0,3,2),f=SIMD.Float32x4.add(SIMD.Float32x4.mul(u,c),f),p=SIMD.Float32x4.sub(p,SIMD.Float32x4.mul(s,c)),c=SIMD.Float32x4.swizzle(c,2,3,0,1),f=SIMD.Float32x4.sub(f,SIMD.Float32x4.mul(u,c)),p=SIMD.Float32x4.add(SIMD.Float32x4.mul(s,c),p),SIMD.Float32x4.store(t,0,h),SIMD.Float32x4.store(t,4,f),SIMD.Float32x4.store(t,8,d),SIMD.Float32x4.store(t,12,p),t},i.adjoint=n.USE_SIMD?i.SIMD.adjoint:i.scalar.adjoint,i.determinant=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],o=t[4],a=t[5],s=t[6],l=t[7],u=t[8],c=t[9],h=t[10],f=t[11],d=t[12],p=t[13],v=t[14],m=t[15],g=e*a-r*o,y=e*s-n*o,b=e*l-i*o,x=r*s-n*a,_=r*l-i*a,w=n*l-i*s,M=u*p-c*d,k=u*v-h*d,A=u*m-f*d,T=c*v-h*p,E=c*m-f*p,S=h*m-f*v;return g*S-y*E+b*T+x*A-_*k+w*M},i.SIMD.multiply=function(t,e,r){var n=SIMD.Float32x4.load(e,0),i=SIMD.Float32x4.load(e,4),o=SIMD.Float32x4.load(e,8),a=SIMD.Float32x4.load(e,12),s=SIMD.Float32x4.load(r,0),l=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,2,2,2,2),o),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,3,3,3,3),a))));SIMD.Float32x4.store(t,0,l);var u=SIMD.Float32x4.load(r,4),c=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,2,2,2,2),o),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,3,3,3,3),a))));SIMD.Float32x4.store(t,4,c);var h=SIMD.Float32x4.load(r,8),f=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,2,2,2,2),o),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,3,3,3,3),a))));SIMD.Float32x4.store(t,8,f);var d=SIMD.Float32x4.load(r,12),p=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,2,2,2,2),o),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,3,3,3,3),a))));return SIMD.Float32x4.store(t,12,p),t},i.scalar.multiply=function(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=e[9],d=e[10],p=e[11],v=e[12],m=e[13],g=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*h+w*v,t[1]=b*i+x*l+_*f+w*m,t[2]=b*o+x*u+_*d+w*g,t[3]=b*a+x*c+_*p+w*y,b=r[4],x=r[5],_=r[6],w=r[7],t[4]=b*n+x*s+_*h+w*v,t[5]=b*i+x*l+_*f+w*m,t[6]=b*o+x*u+_*d+w*g,t[7]=b*a+x*c+_*p+w*y,b=r[8],x=r[9],_=r[10],w=r[11],t[8]=b*n+x*s+_*h+w*v,t[9]=b*i+x*l+_*f+w*m,t[10]=b*o+x*u+_*d+w*g,t[11]=b*a+x*c+_*p+w*y,b=r[12],x=r[13],_=r[14],w=r[15],t[12]=b*n+x*s+_*h+w*v,t[13]=b*i+x*l+_*f+w*m,t[14]=b*o+x*u+_*d+w*g,t[15]=b*a+x*c+_*p+w*y,t},i.multiply=n.USE_SIMD?i.SIMD.multiply:i.scalar.multiply,i.mul=i.multiply,i.scalar.translate=function(t,e,r){var n,i,o,a,s,l,u,c,h,f,d,p,v=r[0],m=r[1],g=r[2];return e===t?(t[12]=e[0]*v+e[4]*m+e[8]*g+e[12],t[13]=e[1]*v+e[5]*m+e[9]*g+e[13],t[14]=e[2]*v+e[6]*m+e[10]*g+e[14],t[15]=e[3]*v+e[7]*m+e[11]*g+e[15]):(n=e[0],i=e[1],o=e[2],a=e[3],s=e[4],l=e[5],u=e[6],c=e[7],h=e[8],f=e[9],d=e[10],p=e[11],t[0]=n,t[1]=i,t[2]=o,t[3]=a,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=h,t[9]=f,t[10]=d,t[11]=p,t[12]=n*v+s*m+h*g+e[12],t[13]=i*v+l*m+f*g+e[13],t[14]=o*v+u*m+d*g+e[14],t[15]=a*v+c*m+p*g+e[15]),t},i.SIMD.translate=function(t,e,r){var n=SIMD.Float32x4.load(e,0),i=SIMD.Float32x4.load(e,4),o=SIMD.Float32x4.load(e,8),a=SIMD.Float32x4.load(e,12),s=SIMD.Float32x4(r[0],r[1],r[2],0);e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11]),n=SIMD.Float32x4.mul(n,SIMD.Float32x4.swizzle(s,0,0,0,0)),i=SIMD.Float32x4.mul(i,SIMD.Float32x4.swizzle(s,1,1,1,1)),o=SIMD.Float32x4.mul(o,SIMD.Float32x4.swizzle(s,2,2,2,2));var l=SIMD.Float32x4.add(n,SIMD.Float32x4.add(i,SIMD.Float32x4.add(o,a)));return SIMD.Float32x4.store(t,12,l),t},i.translate=n.USE_SIMD?i.SIMD.translate:i.scalar.translate,i.scalar.scale=function(t,e,r){var n=r[0],i=r[1],o=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]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*o,t[9]=e[9]*o,t[10]=e[10]*o,t[11]=e[11]*o,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t},i.SIMD.scale=function(t,e,r){var n,i,o,a=SIMD.Float32x4(r[0],r[1],r[2],0);return n=SIMD.Float32x4.load(e,0),SIMD.Float32x4.store(t,0,SIMD.Float32x4.mul(n,SIMD.Float32x4.swizzle(a,0,0,0,0))),i=SIMD.Float32x4.load(e,4),SIMD.Float32x4.store(t,4,SIMD.Float32x4.mul(i,SIMD.Float32x4.swizzle(a,1,1,1,1))),o=SIMD.Float32x4.load(e,8),SIMD.Float32x4.store(t,8,SIMD.Float32x4.mul(o,SIMD.Float32x4.swizzle(a,2,2,2,2))),t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t},i.scale=n.USE_SIMD?i.SIMD.scale:i.scalar.scale,i.rotate=function(t,e,r,i){var o,a,s,l,u,c,h,f,d,p,v,m,g,y,b,x,_,w,M,k,A,T,E,S,L=i[0],z=i[1],I=i[2],P=Math.sqrt(L*L+z*z+I*I);return Math.abs(P)<n.EPSILON?null:(P=1/P,L*=P,z*=P,I*=P,o=Math.sin(r),a=Math.cos(r),s=1-a,l=e[0],u=e[1],c=e[2],h=e[3],f=e[4],d=e[5],p=e[6],v=e[7],m=e[8],g=e[9],y=e[10],b=e[11],x=L*L*s+a,_=z*L*s+I*o,w=I*L*s-z*o,M=L*z*s-I*o,k=z*z*s+a,A=I*z*s+L*o,T=L*I*s+z*o,E=z*I*s-L*o,S=I*I*s+a,t[0]=l*x+f*_+m*w,t[1]=u*x+d*_+g*w,t[2]=c*x+p*_+y*w,t[3]=h*x+v*_+b*w,t[4]=l*M+f*k+m*A,t[5]=u*M+d*k+g*A,t[6]=c*M+p*k+y*A,t[7]=h*M+v*k+b*A,t[8]=l*T+f*E+m*S,t[9]=u*T+d*E+g*S,t[10]=c*T+p*E+y*S,t[11]=h*T+v*E+b*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)},i.scalar.rotateX=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),o=e[4],a=e[5],s=e[6],l=e[7],u=e[8],c=e[9],h=e[10],f=e[11];return 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]),t[4]=o*i+u*n,t[5]=a*i+c*n,t[6]=s*i+h*n,t[7]=l*i+f*n,t[8]=u*i-o*n,t[9]=c*i-a*n,t[10]=h*i-s*n,t[11]=f*i-l*n,t},i.SIMD.rotateX=function(t,e,r){var n=SIMD.Float32x4.splat(Math.sin(r)),i=SIMD.Float32x4.splat(Math.cos(r));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]);var o=SIMD.Float32x4.load(e,4),a=SIMD.Float32x4.load(e,8);return SIMD.Float32x4.store(t,4,SIMD.Float32x4.add(SIMD.Float32x4.mul(o,i),SIMD.Float32x4.mul(a,n))),SIMD.Float32x4.store(t,8,SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,i),SIMD.Float32x4.mul(o,n))),t},i.rotateX=n.USE_SIMD?i.SIMD.rotateX:i.scalar.rotateX,i.scalar.rotateY=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),o=e[0],a=e[1],s=e[2],l=e[3],u=e[8],c=e[9],h=e[10],f=e[11];return 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]),t[0]=o*i-u*n,t[1]=a*i-c*n,t[2]=s*i-h*n,t[3]=l*i-f*n,t[8]=o*n+u*i,t[9]=a*n+c*i,t[10]=s*n+h*i,t[11]=l*n+f*i,t},i.SIMD.rotateY=function(t,e,r){var n=SIMD.Float32x4.splat(Math.sin(r)),i=SIMD.Float32x4.splat(Math.cos(r));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]);var o=SIMD.Float32x4.load(e,0),a=SIMD.Float32x4.load(e,8);return SIMD.Float32x4.store(t,0,SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,i),SIMD.Float32x4.mul(a,n))),SIMD.Float32x4.store(t,8,SIMD.Float32x4.add(SIMD.Float32x4.mul(o,n),SIMD.Float32x4.mul(a,i))),t},i.rotateY=n.USE_SIMD?i.SIMD.rotateY:i.scalar.rotateY,i.scalar.rotateZ=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),o=e[0],a=e[1],s=e[2],l=e[3],u=e[4],c=e[5],h=e[6],f=e[7];return 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]),t[0]=o*i+u*n,t[1]=a*i+c*n,t[2]=s*i+h*n,t[3]=l*i+f*n,t[4]=u*i-o*n,t[5]=c*i-a*n,t[6]=h*i-s*n,t[7]=f*i-l*n,t},i.SIMD.rotateZ=function(t,e,r){var n=SIMD.Float32x4.splat(Math.sin(r)),i=SIMD.Float32x4.splat(Math.cos(r));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]);var o=SIMD.Float32x4.load(e,0),a=SIMD.Float32x4.load(e,4);return SIMD.Float32x4.store(t,0,SIMD.Float32x4.add(SIMD.Float32x4.mul(o,i),SIMD.Float32x4.mul(a,n))),SIMD.Float32x4.store(t,4,SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,i),SIMD.Float32x4.mul(o,n))),t},i.rotateZ=n.USE_SIMD?i.SIMD.rotateZ:i.scalar.rotateZ,i.fromTranslation=function(t,e){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]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t},i.fromScaling=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromRotation=function(t,e,r){var i,o,a,s=r[0],l=r[1],u=r[2],c=Math.sqrt(s*s+l*l+u*u);return Math.abs(c)<n.EPSILON?null:(c=1/c,s*=c,l*=c,u*=c,i=Math.sin(e),o=Math.cos(e),a=1-o,t[0]=s*s*a+o,t[1]=l*s*a+u*i,t[2]=u*s*a-l*i,t[3]=0,t[4]=s*l*a-u*i,t[5]=l*l*a+o,t[6]=u*l*a+s*i,t[7]=0,t[8]=s*u*a+l*i,t[9]=l*u*a-s*i,t[10]=u*u*a+o,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t)},i.fromXRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromYRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromZRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,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},i.fromRotationTranslation=function(t,e,r){var n=e[0],i=e[1],o=e[2],a=e[3],s=n+n,l=i+i,u=o+o,c=n*s,h=n*l,f=n*u,d=i*l,p=i*u,v=o*u,m=a*s,g=a*l,y=a*u;return t[0]=1-(d+v),t[1]=h+y,t[2]=f-g,t[3]=0,t[4]=h-y,t[5]=1-(c+v),t[6]=p+m,t[7]=0,t[8]=f+g,t[9]=p-m,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t},i.getTranslation=function(t,e){return t[0]=e[12],t[1]=e[13],t[2]=e[14],t},i.getRotation=function(t,e){var r=e[0]+e[5]+e[10],n=0;return r>0?(n=2*Math.sqrt(r+1),t[3]=.25*n,t[0]=(e[6]-e[9])/n,t[1]=(e[8]-e[2])/n,t[2]=(e[1]-e[4])/n):e[0]>e[5]&e[0]>e[10]?(n=2*Math.sqrt(1+e[0]-e[5]-e[10]),t[3]=(e[6]-e[9])/n,t[0]=.25*n,t[1]=(e[1]+e[4])/n,t[2]=(e[8]+e[2])/n):e[5]>e[10]?(n=2*Math.sqrt(1+e[5]-e[0]-e[10]),t[3]=(e[8]-e[2])/n,t[0]=(e[1]+e[4])/n,t[1]=.25*n,t[2]=(e[6]+e[9])/n):(n=2*Math.sqrt(1+e[10]-e[0]-e[5]),t[3]=(e[1]-e[4])/n,t[0]=(e[8]+e[2])/n,t[1]=(e[6]+e[9])/n,t[2]=.25*n),t},i.fromRotationTranslationScale=function(t,e,r,n){var i=e[0],o=e[1],a=e[2],s=e[3],l=i+i,u=o+o,c=a+a,h=i*l,f=i*u,d=i*c,p=o*u,v=o*c,m=a*c,g=s*l,y=s*u,b=s*c,x=n[0],_=n[1],w=n[2];return t[0]=(1-(p+m))*x,t[1]=(f+b)*x,t[2]=(d-y)*x,t[3]=0,t[4]=(f-b)*_,t[5]=(1-(h+m))*_,t[6]=(v+g)*_,t[7]=0,t[8]=(d+y)*w,t[9]=(v-g)*w,t[10]=(1-(h+p))*w,t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t},i.fromRotationTranslationScaleOrigin=function(t,e,r,n,i){var o=e[0],a=e[1],s=e[2],l=e[3],u=o+o,c=a+a,h=s+s,f=o*u,d=o*c,p=o*h,v=a*c,m=a*h,g=s*h,y=l*u,b=l*c,x=l*h,_=n[0],w=n[1],M=n[2],k=i[0],A=i[1],T=i[2];return t[0]=(1-(v+g))*_,t[1]=(d+x)*_,t[2]=(p-b)*_,t[3]=0,t[4]=(d-x)*w,t[5]=(1-(f+g))*w,t[6]=(m+y)*w,t[7]=0,t[8]=(p+b)*M,t[9]=(m-y)*M,t[10]=(1-(f+v))*M,t[11]=0,t[12]=r[0]+k-(t[0]*k+t[4]*A+t[8]*T),t[13]=r[1]+A-(t[1]*k+t[5]*A+t[9]*T),t[14]=r[2]+T-(t[2]*k+t[6]*A+t[10]*T),t[15]=1,t},i.fromQuat=function(t,e){var r=e[0],n=e[1],i=e[2],o=e[3],a=r+r,s=n+n,l=i+i,u=r*a,c=n*a,h=n*s,f=i*a,d=i*s,p=i*l,v=o*a,m=o*s,g=o*l;return t[0]=1-h-p,t[1]=c+g,t[2]=f-m,t[3]=0,t[4]=c-g,t[5]=1-u-p,t[6]=d+v,t[7]=0,t[8]=f+m,t[9]=d-v,t[10]=1-u-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.frustum=function(t,e,r,n,i,o,a){var s=1/(r-e),l=1/(i-n),u=1/(o-a);return t[0]=2*o*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*o*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(a+o)*u,t[11]=-1,t[12]=0,t[13]=0,t[14]=a*o*2*u,t[15]=0,t},i.perspective=function(t,e,r,n,i){var o=1/Math.tan(e/2),a=1/(n-i);return t[0]=o/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=o,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*a,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*a,t[15]=0,t},i.perspectiveFromFieldOfView=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),o=Math.tan(e.downDegrees*Math.PI/180),a=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(a+s),u=2/(i+o);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=u,t[6]=0,t[7]=0,t[8]=-((a-s)*l*.5),t[9]=(i-o)*u*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t},i.ortho=function(t,e,r,n,i,o,a){var s=1/(e-r),l=1/(n-i),u=1/(o-a);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*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(a+o)*u,t[15]=1,t},i.lookAt=function(t,e,r,o){var a,s,l,u,c,h,f,d,p,v,m=e[0],g=e[1],y=e[2],b=o[0],x=o[1],_=o[2],w=r[0],M=r[1],k=r[2];return Math.abs(m-w)<n.EPSILON&&Math.abs(g-M)<n.EPSILON&&Math.abs(y-k)<n.EPSILON?i.identity(t):(f=m-w,d=g-M,p=y-k,v=1/Math.sqrt(f*f+d*d+p*p),f*=v,d*=v,p*=v,a=x*p-_*d,s=_*f-b*p,l=b*d-x*f,v=Math.sqrt(a*a+s*s+l*l),v?(v=1/v,a*=v,s*=v,l*=v):(a=0,s=0,l=0),u=d*l-p*s,c=p*a-f*l,h=f*s-d*a,v=Math.sqrt(u*u+c*c+h*h),v?(v=1/v,u*=v,c*=v,h*=v):(u=0,c=0,h=0),t[0]=a,t[1]=u,t[2]=f,t[3]=0,t[4]=s,t[5]=c,t[6]=d,t[7]=0,t[8]=l,t[9]=h,t[10]=p,t[11]=0,t[12]=-(a*m+s*g+l*y),t[13]=-(u*m+c*g+h*y),t[14]=-(f*m+d*g+p*y),t[15]=1,t)},i.str=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"},i.frob=function(t){return Math.sqrt(Math.pow(t[0],2)+Math.pow(t[1],2)+Math.pow(t[2],2)+Math.pow(t[3],2)+Math.pow(t[4],2)+Math.pow(t[5],2)+Math.pow(t[6],2)+Math.pow(t[7],2)+Math.pow(t[8],2)+Math.pow(t[9],2)+Math.pow(t[10],2)+Math.pow(t[11],2)+Math.pow(t[12],2)+Math.pow(t[13],2)+Math.pow(t[14],2)+Math.pow(t[15],2))},i.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[3]=e[3]+r[3],t[4]=e[4]+r[4],t[5]=e[5]+r[5],t[6]=e[6]+r[6],t[7]=e[7]+r[7],t[8]=e[8]+r[8],t[9]=e[9]+r[9],t[10]=e[10]+r[10],t[11]=e[11]+r[11],t[12]=e[12]+r[12],t[13]=e[13]+r[13],t[14]=e[14]+r[14],t[15]=e[15]+r[15],t},i.subtract=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t[4]=e[4]-r[4],t[5]=e[5]-r[5],t[6]=e[6]-r[6],t[7]=e[7]-r[7],t[8]=e[8]-r[8],t[9]=e[9]-r[9],t[10]=e[10]-r[10],t[11]=e[11]-r[11],t[12]=e[12]-r[12],t[13]=e[13]-r[13],t[14]=e[14]-r[14],t[15]=e[15]-r[15],t},i.sub=i.subtract,i.multiplyScalar=function(t,e,r){return 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version number. Must be 8.\",example:8},name:{type:\"string\",doc:\"A human-readable name for the style.\",example:\"Bright\"},metadata:{type:\"*\",doc:\"Arbitrary properties useful to track with the stylesheet, but do not influence rendering. Properties should be prefixed to avoid collisions, like 'mapbox:'.\"},center:{type:\"array\",value:\"number\",doc:\"Default map center in longitude and latitude.  The style center will be used only if the map has not been positioned by other means (e.g. map options or user interaction).\",example:[-73.9749,40.7736]},zoom:{type:\"number\",doc:\"Default zoom level.  The style zoom will be used only if the map has not been positioned by other means (e.g. map options or user interaction).\",example:12.5},bearing:{type:\"number\",\"default\":0,period:360,units:\"degrees\",doc:\"Default bearing, in degrees.  The style bearing will be used only if the map has not been positioned by other means (e.g. map options or user interaction).\",example:29},pitch:{type:\"number\",\"default\":0,units:\"degrees\",doc:\"Default pitch, in degrees. Zero is perpendicular to the surface.  The style pitch will be used only if the map has not been positioned by other means (e.g. map options or user interaction).\",example:50},sources:{required:!0,type:\"sources\",doc:\"Data source specifications.\",example:{\"mapbox-streets\":{type:\"vector\",url:\"mapbox://mapbox.mapbox-streets-v6\"}}},sprite:{type:\"string\",doc:\"A base URL for retrieving the sprite image and metadata. The extensions `.png`, `.json` and scale factor `@2x.png` will be automatically appended. This property is required if any layer uses the 'sprite-image' layout property.\",example:\"mapbox://sprites/mapbox/bright-v8\"},glyphs:{type:\"string\",doc:\"A URL template for loading signed-distance-field glyph sets in PBF format. The URL must include `{fontstack}` and `{range}` tokens. This property is required if any layer uses the 'text-field' layout property.\",example:\"mapbox://fonts/mapbox/{fontstack}/{range}.pbf\"},transition:{type:\"transition\",doc:\"A global transition definition to use as a default across properties.\",example:{duration:300,delay:0}},layers:{required:!0,type:\"array\",value:\"layer\",doc:\"Layers will be drawn in the order of this array.\",example:[{id:\"water\",source:\"mapbox-streets\",\"source-layer\":\"water\",type:\"fill\",paint:{\"fill-color\":\"#00ffff\"}}]}},sources:{\"*\":{type:\"source\",doc:\"Specification of a data source. For vector and raster sources, either TileJSON or a URL to a TileJSON must be provided. For GeoJSON and video sources, a URL must be provided.\"}},source:[\"source_tile\",\"source_geojson\",\"source_video\",\"source_image\"],source_tile:{type:{required:!0,type:\"enum\",values:[\"vector\",\"raster\"],doc:\"The data type of the tile source.\"},url:{type:\"string\",doc:\"A URL to a TileJSON resource. Supported protocols are `http:`, `https:`, and `mapbox://<mapid>`.\"},tiles:{type:\"array\",value:\"string\",doc:\"An array of one or more tile source URLs, as in the TileJSON spec.\"},minzoom:{type:\"number\",\"default\":0,doc:\"Minimum zoom level for which tiles are available, as in the TileJSON spec.\"},maxzoom:{type:\"number\",\"default\":22,doc:\"Maximum zoom level for which tiles are available, as in the TileJSON spec. Data from tiles at the maxzoom are used when displaying the map at higher zoom levels.\"},tileSize:{type:\"number\",\"default\":512,units:\"pixels\",doc:\"The minimum visual size to display tiles for this layer. Only configurable for raster layers.\"},\"*\":{type:\"*\",doc:\"Other keys to configure the data source.\"}},source_geojson:{type:{required:!0,type:\"enum\",values:[\"geojson\"],doc:\"The data type of the GeoJSON source.\"},data:{type:\"*\",doc:\"A URL to a GeoJSON file, or inline GeoJSON.\"},maxzoom:{type:\"number\",\"default\":14,doc:\"Maximum zoom level at which to create vector tiles (higher means greater detail at high zoom levels).\"},buffer:{type:\"number\",\"default\":64,doc:\"Tile buffer size on each side (higher means fewer rendering artifacts near tile edges but slower performance).\"},tolerance:{type:\"number\",\"default\":3,doc:\"Douglas-Peucker simplification tolerance (higher means simpler geometries and faster performance).\"},cluster:{type:\"boolean\",\"default\":!1,doc:\"If the data is a collection of point features, setting this to true clusters the points by radius into groups.\"},clusterRadius:{type:\"number\",\"default\":400,doc:\"Radius of each cluster when clustering points, relative to 4096 tile.\"},clusterMaxZoom:{type:\"number\",doc:\"Max zoom to cluster points on. Defaults to one zoom less than maxzoom (so that last zoom features are not clustered).\"}},source_video:{type:{required:!0,type:\"enum\",values:[\"video\"],doc:\"The data type of the video source.\"},urls:{required:!0,type:\"array\",value:\"string\",doc:\"URLs to video content in order of preferred format.\"},coordinates:{required:!0,doc:\"Corners of video specified in longitude, latitude pairs.\",type:\"array\",length:4,value:{type:\"array\",length:2,value:\"number\",doc:\"A single longitude, latitude pair.\"}}},source_image:{type:{required:!0,type:\"enum\",values:[\"image\"],doc:\"The data type of the image source.\"},url:{required:!0,type:\"string\",doc:\"URL that points to an image\"},coordinates:{required:!0,doc:\"Corners of image specified in longitude, latitude pairs.\",type:\"array\",length:4,value:{type:\"array\",length:2,value:\"number\",doc:\"A single longitude, latitude pair.\"}}},layer:{id:{type:\"string\",doc:\"Unique layer name.\",required:!0},type:{type:\"enum\",values:[\"fill\",\"line\",\"symbol\",\"circle\",\"raster\",\"background\"],doc:\"Rendering type of this layer.\"},metadata:{type:\"*\",doc:\"Arbitrary properties useful to track with the layer, but do not influence rendering. Properties should be prefixed to avoid collisions, like 'mapbox:'.\"},ref:{type:\"string\",doc:\"References another layer to copy `type`, `source`, `source-layer`, `minzoom`, `maxzoom`, `filter`, and `layout` properties from. This allows the layers to share processing and be more efficient.\"},source:{type:\"string\",doc:\"Name of a source description to be used for this layer.\"},\"source-layer\":{type:\"string\",doc:\"Layer to use from a vector tile source. Required if the source supports multiple layers.\"},minzoom:{type:\"number\",minimum:0,maximum:22,doc:\"The minimum zoom level on which the layer gets parsed and appears on.\"},maxzoom:{type:\"number\",minimum:0,maximum:22,doc:\"The maximum zoom level on which the layer gets parsed and appears on.\"},interactive:{type:\"boolean\",doc:\"Enable querying of feature data from this layer for interactivity.\",\"default\":!1},filter:{type:\"filter\",doc:\"A expression specifying conditions on source features. Only features that match the filter are displayed.\"},layout:{type:\"layout\",doc:\"Layout properties for the layer.\"},paint:{type:\"paint\",doc:\"Default paint properties for this layer.\"},\"paint.*\":{type:\"paint\",doc:\"Class-specific paint properties for this layer. The class name is the part after the first dot.\"\n",
       "}},layout:[\"layout_fill\",\"layout_line\",\"layout_circle\",\"layout_symbol\",\"layout_raster\",\"layout_background\"],layout_background:{visibility:{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"visible\",\"none\"],\"default\":\"visible\",doc:\"The display of this layer. `none` hides this layer.\"}},layout_fill:{visibility:{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"visible\",\"none\"],\"default\":\"visible\",doc:\"The display of this layer. `none` hides this layer.\"}},layout_circle:{visibility:{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"visible\",\"none\"],\"default\":\"visible\",doc:\"The display of this layer. `none` hides this layer.\"}},layout_line:{\"line-cap\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"butt\",\"round\",\"square\"],\"default\":\"butt\",doc:\"The display of line endings.\"},\"line-join\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"bevel\",\"round\",\"miter\"],\"default\":\"miter\",doc:\"The display of lines when joining.\"},\"line-miter-limit\":{type:\"number\",\"default\":2,\"function\":\"interpolated\",doc:\"Used to automatically convert miter joins to bevel joins for sharp angles.\",requires:[{\"line-join\":\"miter\"}]},\"line-round-limit\":{type:\"number\",\"default\":1.05,\"function\":\"interpolated\",doc:\"Used to automatically convert round joins to miter joins for shallow angles.\",requires:[{\"line-join\":\"round\"}]},visibility:{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"visible\",\"none\"],\"default\":\"visible\",doc:\"The display of this layer. `none` hides this layer.\"}},layout_symbol:{\"symbol-placement\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"point\",\"line\"],\"default\":\"point\",doc:\"Label placement relative to its geometry. `line` can only be used on LineStrings and Polygons.\"},\"symbol-spacing\":{type:\"number\",\"default\":250,minimum:1,\"function\":\"interpolated\",units:\"pixels\",doc:\"Distance between two symbol anchors.\",requires:[{\"symbol-placement\":\"line\"}]},\"symbol-avoid-edges\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, the symbols will not cross tile edges to avoid mutual collisions. Recommended in layers that don't have enough padding in the vector tile to prevent collisions, or if it is a point symbol layer placed after a line symbol layer.\"},\"icon-allow-overlap\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, the icon will be visible even if it collides with other previously drawn symbols.\",requires:[\"icon-image\"]},\"icon-ignore-placement\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, other symbols can be visible even if they collide with the icon.\",requires:[\"icon-image\"]},\"icon-optional\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, text will display without their corresponding icons when the icon collides with other symbols and the text does not.\",requires:[\"icon-image\",\"text-field\"]},\"icon-rotation-alignment\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],\"default\":\"viewport\",doc:\"Orientation of icon when map is rotated.\",requires:[\"icon-image\"]},\"icon-size\":{type:\"number\",\"default\":1,minimum:0,\"function\":\"interpolated\",doc:\"Scale factor for icon. 1 is original size, 3 triples the size.\",requires:[\"icon-image\"]},\"icon-image\":{type:\"string\",\"function\":\"piecewise-constant\",doc:\"A string with {tokens} replaced, referencing the data property to pull from.\",tokens:!0},\"icon-rotate\":{type:\"number\",\"default\":0,period:360,\"function\":\"interpolated\",units:\"degrees\",doc:\"Rotates the icon clockwise.\",requires:[\"icon-image\"]},\"icon-padding\":{type:\"number\",\"default\":2,minimum:0,\"function\":\"interpolated\",units:\"pixels\",doc:\"Size of the additional area around the icon bounding box used for detecting symbol collisions.\",requires:[\"icon-image\"]},\"icon-keep-upright\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, the icon may be flipped to prevent it from being rendered upside-down.\",requires:[\"icon-image\",{\"icon-rotation-alignment\":\"map\"},{\"symbol-placement\":\"line\"}]},\"icon-offset\":{type:\"array\",value:\"number\",length:2,\"default\":[0,0],\"function\":\"interpolated\",doc:\"Offset distance of icon from its anchor. Positive values indicate right and down, while negative values indicate left and up.\",requires:[\"icon-image\"]},\"text-rotation-alignment\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],\"default\":\"viewport\",doc:\"Orientation of text when map is rotated.\",requires:[\"text-field\"]},\"text-field\":{type:\"string\",\"function\":\"piecewise-constant\",\"default\":\"\",tokens:!0,doc:\"Value to use for a text label. Feature properties are specified using tokens like {field_name}.\"},\"text-font\":{type:\"array\",value:\"string\",\"function\":\"piecewise-constant\",\"default\":[\"Open Sans Regular\",\"Arial Unicode MS Regular\"],doc:\"Font stack to use for displaying text.\",requires:[\"text-field\"]},\"text-size\":{type:\"number\",\"default\":16,minimum:0,units:\"pixels\",\"function\":\"interpolated\",doc:\"Font size.\",requires:[\"text-field\"]},\"text-max-width\":{type:\"number\",\"default\":10,minimum:0,units:\"em\",\"function\":\"interpolated\",doc:\"The maximum line width for text wrapping.\",requires:[\"text-field\"]},\"text-line-height\":{type:\"number\",\"default\":1.2,units:\"em\",\"function\":\"interpolated\",doc:\"Text leading value for multi-line text.\",requires:[\"text-field\"]},\"text-letter-spacing\":{type:\"number\",\"default\":0,units:\"em\",\"function\":\"interpolated\",doc:\"Text tracking amount.\",requires:[\"text-field\"]},\"text-justify\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"left\",\"center\",\"right\"],\"default\":\"center\",doc:\"Text justification options.\",requires:[\"text-field\"]},\"text-anchor\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"center\",\"left\",\"right\",\"top\",\"bottom\",\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"],\"default\":\"center\",doc:\"Part of the text placed closest to the anchor.\",requires:[\"text-field\"]},\"text-max-angle\":{type:\"number\",\"default\":45,units:\"degrees\",\"function\":\"interpolated\",doc:\"Maximum angle change between adjacent characters.\",requires:[\"text-field\",{\"symbol-placement\":\"line\"}]},\"text-rotate\":{type:\"number\",\"default\":0,period:360,units:\"degrees\",\"function\":\"interpolated\",doc:\"Rotates the text clockwise.\",requires:[\"text-field\"]},\"text-padding\":{type:\"number\",\"default\":2,minimum:0,units:\"pixels\",\"function\":\"interpolated\",doc:\"Size of the additional area around the text bounding box used for detecting symbol collisions.\",requires:[\"text-field\"]},\"text-keep-upright\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!0,doc:\"If true, the text may be flipped vertically to prevent it from being rendered upside-down.\",requires:[\"text-field\",{\"text-rotation-alignment\":\"map\"},{\"symbol-placement\":\"line\"}]},\"text-transform\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"none\",\"uppercase\",\"lowercase\"],\"default\":\"none\",doc:\"Specifies how to capitalize text, similar to the CSS `text-transform` property.\",requires:[\"text-field\"]},\"text-offset\":{type:\"array\",doc:\"Offset distance of text from its anchor. Positive values indicate right and down, while negative values indicate left and up.\",value:\"number\",units:\"ems\",\"function\":\"interpolated\",length:2,\"default\":[0,0],requires:[\"text-field\"]},\"text-allow-overlap\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, the text will be visible even if it collides with other previously drawn symbols.\",requires:[\"text-field\"]},\"text-ignore-placement\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, other symbols can be visible even if they collide with the text.\",requires:[\"text-field\"]},\"text-optional\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!1,doc:\"If true, icons will display without their corresponding text when the text collides with other symbols and the icon does not.\",requires:[\"text-field\",\"icon-image\"]},visibility:{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"visible\",\"none\"],\"default\":\"visible\",doc:\"The display of this layer. `none` hides this layer.\"}},layout_raster:{visibility:{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"visible\",\"none\"],\"default\":\"visible\",doc:\"The display of this layer. `none` hides this layer.\"}},filter:{type:\"array\",value:\"*\",doc:\"A filter selects specific features from a layer.\"},filter_operator:{type:\"enum\",values:[\"==\",\"!=\",\">\",\">=\",\"<\",\"<=\",\"in\",\"!in\",\"all\",\"any\",\"none\",\"has\",\"!has\"],doc:\"The filter operator.\"},geometry_type:{type:\"enum\",values:[\"Point\",\"LineString\",\"Polygon\"],doc:\"The geometry type for the filter to select.\"},color_operation:{type:\"enum\",values:[\"lighten\",\"saturate\",\"spin\",\"fade\",\"mix\"],doc:\"A color operation to apply.\"},\"function\":{stops:{type:\"array\",required:!0,doc:\"An array of stops.\",value:\"function_stop\"},base:{type:\"number\",\"default\":1,minimum:0,doc:\"The exponential base of the interpolation curve. It controls the rate at which the result increases. Higher values make the result increase more towards the high end of the range. With `1` the stops are interpolated linearly.\"},property:{type:\"string\",doc:\"The name of a global property or feature property to use as the function input.\",\"default\":\"$zoom\"},type:{type:\"enum\",values:[\"exponential\",\"interval\",\"categorical\"],doc:\"The interpolation strategy to use in function evaluation.\",\"default\":\"exponential\"}},function_stop:{type:\"array\",minimum:0,maximum:22,value:[\"number\",\"color\"],length:2,doc:\"Zoom level and value pair.\"},paint:[\"paint_fill\",\"paint_line\",\"paint_circle\",\"paint_symbol\",\"paint_raster\",\"paint_background\"],paint_fill:{\"fill-antialias\":{type:\"boolean\",\"function\":\"piecewise-constant\",\"default\":!0,doc:\"Whether or not the fill should be antialiased.\"},\"fill-opacity\":{type:\"number\",\"function\":\"interpolated\",\"default\":1,minimum:0,maximum:1,doc:\"The opacity given to the fill color.\",transition:!0},\"fill-color\":{type:\"color\",\"default\":\"#000000\",doc:\"The color of the fill.\",\"function\":\"interpolated\",transition:!0,requires:[{\"!\":\"fill-pattern\"}]},\"fill-outline-color\":{type:\"color\",doc:\"The outline color of the fill. Matches the value of `fill-color` if unspecified.\",\"function\":\"interpolated\",transition:!0,requires:[{\"!\":\"fill-pattern\"},{\"fill-antialias\":!0}]},\"fill-translate\":{type:\"array\",value:\"number\",length:2,\"default\":[0,0],\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"The geometry's offset. Values are [x, y] where negatives indicate left and up, respectively.\"},\"fill-translate-anchor\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],doc:\"Control whether the translation is relative to the map (north) or viewport (screen)\",\"default\":\"map\",requires:[\"fill-translate\"]},\"fill-pattern\":{type:\"string\",\"function\":\"piecewise-constant\",transition:!0,doc:\"Name of image in sprite to use for drawing image fills. For seamless patterns, image width and height must be a factor of two (2, 4, 8, ..., 512).\"}},paint_line:{\"line-opacity\":{type:\"number\",doc:\"The opacity at which the line will be drawn.\",\"function\":\"interpolated\",\"default\":1,minimum:0,maximum:1,transition:!0},\"line-color\":{type:\"color\",doc:\"The color with which the line will be drawn.\",\"default\":\"#000000\",\"function\":\"interpolated\",transition:!0,requires:[{\"!\":\"line-pattern\"}]},\"line-translate\":{type:\"array\",value:\"number\",length:2,\"default\":[0,0],\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"The geometry's offset. Values are [x, y] where negatives indicate left and up, respectively.\"},\"line-translate-anchor\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],doc:\"Control whether the translation is relative to the map (north) or viewport (screen)\",\"default\":\"map\",requires:[\"line-translate\"]},\"line-width\":{type:\"number\",\"default\":1,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Stroke thickness.\"},\"line-gap-width\":{type:\"number\",\"default\":0,minimum:0,doc:\"Draws a line casing outside of a line's actual path. Value indicates the width of the inner gap.\",\"function\":\"interpolated\",transition:!0,units:\"pixels\"},\"line-offset\":{type:\"number\",\"default\":0,doc:'The line\\'s offset perpendicular to its direction. Values may be positive or negative, where positive indicates \"rightwards\" (if you were moving in the direction of the line) and negative indicates \"leftwards.\"',\"function\":\"interpolated\",transition:!0,units:\"pixels\"},\"line-blur\":{type:\"number\",\"default\":0,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Blur applied to the line, in pixels.\"},\"line-dasharray\":{type:\"array\",value:\"number\",\"function\":\"piecewise-constant\",doc:\"Specifies the lengths of the alternating dashes and gaps that form the dash pattern. The lengths are later scaled by the line width. To convert a dash length to pixels, multiply the length by the current line width.\",minimum:0,transition:!0,units:\"line widths\",requires:[{\"!\":\"line-pattern\"}]},\"line-pattern\":{type:\"string\",\"function\":\"piecewise-constant\",transition:!0,doc:\"Name of image in sprite to use for drawing image lines. For seamless patterns, image width must be a factor of two (2, 4, 8, ..., 512).\"}},paint_circle:{\"circle-radius\":{type:\"number\",\"default\":5,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Circle radius.\"},\"circle-color\":{type:\"color\",\"default\":\"#000000\",doc:\"The color of the circle.\",\"function\":\"interpolated\",transition:!0},\"circle-blur\":{type:\"number\",\"default\":0,doc:\"Amount to blur the circle. 1 blurs the circle such that only the centerpoint is full opacity.\",\"function\":\"interpolated\",transition:!0},\"circle-opacity\":{type:\"number\",doc:\"The opacity at which the circle will be drawn.\",\"default\":1,minimum:0,maximum:1,\"function\":\"interpolated\",transition:!0},\"circle-translate\":{type:\"array\",value:\"number\",length:2,\"default\":[0,0],\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"The geometry's offset. Values are [x, y] where negatives indicate left and up, respectively.\"},\"circle-translate-anchor\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],doc:\"Control whether the translation is relative to the map (north) or viewport (screen)\",\"default\":\"map\",requires:[\"circle-translate\"]}},paint_symbol:{\"icon-opacity\":{doc:\"The opacity at which the icon will be drawn.\",type:\"number\",\"default\":1,minimum:0,maximum:1,\"function\":\"interpolated\",transition:!0,requires:[\"icon-image\"]},\"icon-color\":{type:\"color\",\"default\":\"#000000\",\"function\":\"interpolated\",transition:!0,doc:\"The color of the icon. This can only be used with sdf icons.\",requires:[\"icon-image\"]},\"icon-halo-color\":{type:\"color\",\"default\":\"rgba(0, 0, 0, 0)\",\"function\":\"interpolated\",transition:!0,doc:\"The color of the icon's halo. Icon halos can only be used with sdf icons.\",requires:[\"icon-image\"]},\"icon-halo-width\":{type:\"number\",\"default\":0,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Distance of halo to the icon outline.\",requires:[\"icon-image\"]},\"icon-halo-blur\":{type:\"number\",\"default\":0,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Fade out the halo towards the outside.\",requires:[\"icon-image\"]},\"icon-translate\":{type:\"array\",value:\"number\",length:2,\"default\":[0,0],\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Distance that the icon's anchor is moved from its original placement. Positive values indicate right and down, while negative values indicate left and up.\",requires:[\"icon-image\"]},\"icon-translate-anchor\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],doc:\"Control whether the translation is relative to the map (north) or viewport (screen).\",\"default\":\"map\",requires:[\"icon-image\",\"icon-translate\"]},\"text-opacity\":{type:\"number\",doc:\"The opacity at which the text will be drawn.\",\"default\":1,minimum:0,maximum:1,\"function\":\"interpolated\",transition:!0,requires:[\"text-field\"]},\"text-color\":{type:\"color\",doc:\"The color with which the text will be drawn.\",\"default\":\"#000000\",\"function\":\"interpolated\",transition:!0,requires:[\"text-field\"]},\"text-halo-color\":{type:\"color\",\"default\":\"rgba(0, 0, 0, 0)\",\"function\":\"interpolated\",transition:!0,doc:\"The color of the text's halo, which helps it stand out from backgrounds.\",requires:[\"text-field\"]},\"text-halo-width\":{type:\"number\",\"default\":0,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Distance of halo to the font outline. Max text halo width is 1/4 of the font-size.\",requires:[\"text-field\"]},\"text-halo-blur\":{type:\"number\",\"default\":0,minimum:0,\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"The halo's fadeout distance towards the outside.\",requires:[\"text-field\"]},\"text-translate\":{type:\"array\",value:\"number\",length:2,\"default\":[0,0],\"function\":\"interpolated\",transition:!0,units:\"pixels\",doc:\"Distance that the text's anchor is moved from its original placement. Positive values indicate right and down, while negative values indicate left and up.\",requires:[\"text-field\"]},\"text-translate-anchor\":{type:\"enum\",\"function\":\"piecewise-constant\",values:[\"map\",\"viewport\"],doc:\"Control whether the translation is relative to the map (north) or viewport (screen).\",\"default\":\"map\",requires:[\"text-field\",\"text-translate\"]}},paint_raster:{\"raster-opacity\":{type:\"number\",doc:\"The opacity at which the image will be drawn.\",\"default\":1,minimum:0,maximum:1,\"function\":\"interpolated\",transition:!0},\"raster-hue-rotate\":{type:\"number\",\"default\":0,period:360,\"function\":\"interpolated\",transition:!0,units:\"degrees\",doc:\"Rotates hues around the color wheel.\"},\"raster-brightness-min\":{type:\"number\",\"function\":\"interpolated\",doc:\"Increase or reduce the brightness of the image. The value is the minimum brightness.\",\"default\":0,minimum:0,maximum:1,transition:!0},\"raster-brightness-max\":{type:\"number\",\"function\":\"interpolated\",doc:\"Increase or reduce the brightness of the image. 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r,n,i,o=[],a=0;a<t.length;a++)if(r=t[a].w||t[a].width,n=t[a].h||t[a].height,r&&n){if(i=this.packOne(r,n),!i)continue;e.inPlace&&(t[a].x=i.x,t[a].y=i.y),o.push(i)}return o},n.prototype.packOne=function(t,e){for(var r,n,o=0,a={shelf:-1,waste:1/0},s=0;s<this.shelves.length;s++){if(r=this.shelves[s],o+=r.h,e===r.h&&t<=r.free)return this.count(e),r.alloc(t,e);e>r.h||t>r.free||e<r.h&&t<=r.free&&(n=r.h-e,n<a.waste&&(a.waste=n,a.shelf=s))}if(-1!==a.shelf)return r=this.shelves[a.shelf],this.count(e),r.alloc(t,e);if(e<=this.h-o&&t<=this.w)return r=new i(o,this.w,e),this.shelves.push(r),this.count(e),r.alloc(t,e);if(this.autoResize){var l,u,c,h;return l=u=this.h,c=h=this.w,(l>=c||t>c)&&(h=2*Math.max(t,c)),(c>l||e>l)&&(u=2*Math.max(e,l)),this.resize(h,u),this.packOne(t,e)}return null},n.prototype.clear=function(){this.shelves=[],this.stats={}},n.prototype.resize=function(t,e){if(t<this.w||e<this.h)return!1;this.w=t,this.h=e;for(var r=0;r<this.shelves.length;r++)this.shelves[r].resize(t);return!0},i.prototype.alloc=function(t,e){if(t>this.free||e>this.h)return null;var r=this.x;return this.x+=t,this.free-=t,{x:r,y:this.y,w:t,h:e,width:t,height:e}},i.prototype.resize=function(t){return t<this.w?!1:(this.free+=t-this.w,this.w=t,!0)}},{}],407:[function(t,e,r){\"use strict\";function n(t){return new i(t)}function i(t){this.options=d(Object.create(this.options),t),this.trees=new Array(this.options.maxZoom+1)}function o(t,e,r,n){return{x:t,y:e,zoom:1/0,id:n,numPoints:r}}function a(t,e){var r=t.geometry.coordinates;return o(u(r[0]),c(r[1]),1,e)}function s(t){return{type:\"Feature\",properties:l(t),geometry:{type:\"Point\",coordinates:[h(t.x),f(t.y)]}}}function l(t){var e=t.numPoints,r=e>=1e4?Math.round(e/1e3)+\"k\":e>=1e3?Math.round(e/100)/10+\"k\":e;return{cluster:!0,point_count:e,point_count_abbreviated:r}}function u(t){return t/360+.5}function c(t){var e=Math.sin(t*Math.PI/180),r=.5-.25*Math.log((1+e)/(1-e))/Math.PI;return 0>r?0:r>1?1:r}function h(t){return 360*(t-.5)}function f(t){var e=(180-360*t)*Math.PI/180;return 360*Math.atan(Math.exp(e))/Math.PI-90}function d(t,e){for(var r in e)t[r]=e[r];return t}function p(t){return t.x}function v(t){return t.y}var m=t(\"kdbush\");e.exports=n,i.prototype={options:{minZoom:0,maxZoom:16,radius:40,extent:512,nodeSize:64,log:!1},load:function(t){var e=this.options.log;e&&console.time(\"total time\");var r=\"prepare \"+t.length+\" points\";e&&console.time(r),this.points=t;var n=t.map(a);e&&console.timeEnd(r);for(var i=this.options.maxZoom;i>=this.options.minZoom;i--){var o=+Date.now();this.trees[i+1]=m(n,p,v,this.options.nodeSize,Float32Array),n=this._cluster(n,i),e&&console.log(\"z%d: %d clusters in %dms\",i,n.length,+Date.now()-o)}return this.trees[this.options.minZoom]=m(n,p,v,this.options.nodeSize,Float32Array),e&&console.timeEnd(\"total time\"),this},getClusters:function(t,e){for(var r=this.trees[this._limitZoom(e)],n=r.range(u(t[0]),c(t[3]),u(t[2]),c(t[1])),i=[],o=0;o<n.length;o++){var a=r.points[n[o]];i.push(-1!==a.id?this.points[a.id]:s(a))}return i},getTile:function(t,e,r){var n=Math.pow(2,t),i=this.options.extent,o=this.options.radius/i,a=this.trees[this._limitZoom(t)],s=a.range((e-o)/n,(r-o)/n,(e+1+o)/n,(r+1+o)/n);if(!s.length)return null;for(var u={features:[]},c=0;c<s.length;c++){var h=a.points[s[c]],f={type:1,geometry:[[Math.round(i*(h.x*n-e)),Math.round(i*(h.y*n-r))]],tags:-1!==h.id?this.points[h.id].properties:l(h)};u.features.push(f)}return u},_limitZoom:function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},_cluster:function(t,e){for(var r=[],n=this.options.radius/(this.options.extent*Math.pow(2,e)),i=0;i<t.length;i++){var a=t[i];if(!(a.zoom<=e)){a.zoom=e;for(var s=this.trees[e+1],l=s.within(a.x,a.y,n),u=!1,c=a.numPoints,h=a.x*c,f=a.y*c,d=0;d<l.length;d++){var p=s.points[l[d]];e<p.zoom&&(u=!0,p.zoom=e,h+=p.x*p.numPoints,f+=p.y*p.numPoints,c+=p.numPoints)}r.push(u?o(h/c,f/c,c,-1):a)}}return r}}},{kdbush:408}],408:[function(t,e,r){\"use strict\";function n(t,e,r,n,o){return new i(t,e,r,n,o)}function i(t,e,r,n,i){e=e||o,r=r||a,i=i||Array,this.nodeSize=n||64,this.points=t,this.ids=new i(t.length),this.coords=new i(2*t.length);for(var l=0;l<t.length;l++)this.ids[l]=l,this.coords[2*l]=e(t[l]),this.coords[2*l+1]=r(t[l]);s(this.ids,this.coords,this.nodeSize,0,this.ids.length-1,0)}function o(t){return t[0]}function a(t){return t[1]}var s=t(\"./sort\"),l=t(\"./range\"),u=t(\"./within\");e.exports=n,i.prototype={range:function(t,e,r,n){return l(this.ids,this.coords,t,e,r,n,this.nodeSize)},within:function(t,e,r){return u(this.ids,this.coords,t,e,r,this.nodeSize)}}},{\"./range\":409,\"./sort\":410,\"./within\":411}],409:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,o,a){for(var s,l,u=[0,t.length-1,0],c=[];u.length;){var h=u.pop(),f=u.pop(),d=u.pop();if(a>=f-d)for(var p=d;f>=p;p++)s=e[2*p],l=e[2*p+1],s>=r&&i>=s&&l>=n&&o>=l&&c.push(t[p]);else{var v=Math.floor((d+f)/2);s=e[2*v],l=e[2*v+1],s>=r&&i>=s&&l>=n&&o>=l&&c.push(t[v]);var m=(h+1)%2;(0===h?s>=r:l>=n)&&(u.push(d),u.push(v-1),u.push(m)),(0===h?i>=s:o>=l)&&(u.push(v+1),u.push(f),u.push(m))}}return c}e.exports=n},{}],410:[function(t,e,r){\"use strict\";function n(t,e,r,o,a,s){if(!(r>=a-o)){var l=Math.floor((o+a)/2);i(t,e,l,o,a,s%2),n(t,e,r,o,l-1,s+1),n(t,e,r,l+1,a,s+1)}}function i(t,e,r,n,a,s){for(;a>n;){if(a-n>600){var l=a-n+1,u=r-n+1,c=Math.log(l),h=.5*Math.exp(2*c/3),f=.5*Math.sqrt(c*h*(l-h)/l)*(0>u-l/2?-1:1),d=Math.max(n,Math.floor(r-u*h/l+f)),p=Math.min(a,Math.floor(r+(l-u)*h/l+f));i(t,e,r,d,p,s)}var v=e[2*r+s],m=n,g=a;for(o(t,e,n,r),e[2*a+s]>v&&o(t,e,n,a);g>m;){for(o(t,e,m,g),m++,g--;e[2*m+s]<v;)m++;for(;e[2*g+s]>v;)g--}e[2*n+s]===v?o(t,e,n,g):(g++,o(t,e,g,a)),r>=g&&(n=g+1),g>=r&&(a=g-1)}}function 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e=t._fullLayout,r=i.getSubplotIds(e,\"gl2d\"),n=0;n<r.length;n++){var a=e._plots[r[n]],s=a._scene2d,l=s.toImage(\"png\"),u=e._glimages.append(\"svg:image\");u.attr({xmlns:o.svg,\"xlink:href\":l,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),s.destroy()}}},{\"../../constants/xmlns_namespaces\":556,\"../cartesian/attributes\":591,\"../plots\":648,\"./scene2d\":626}],626:[function(t,e,r){\"use strict\";function n(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.fullLayout=e,this.updateAxes(e),this.makeFramework(),this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=u(this.glplotOptions),this.camera=d(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=h(this.glplot,{innerFill:!1,outerFill:!0}),this.pickResult=null,this.bounds=[1/0,1/0,-(1/0),-(1/0)],this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw()}function i(t,e){for(var r=0;2>r;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var o=0;o<n.length;++o)if(n[o].x!==i[o].x)return!0}return!1}var o,a,s=t(\"../../plots/cartesian/axes\"),l=t(\"../../plots/cartesian/graph_interact\"),u=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),h=t(\"gl-select-box\"),f=t(\"./convert\"),d=t(\"./camera\"),p=t(\"../../lib/html2unicode\"),v=t(\"../../lib/show_no_webgl_msg\"),m=[\"xaxis\",\"yaxis\"];e.exports=n;var g=n.prototype;g.makeFramework=function(){\n",
       "if(this.staticPlot){if(!a){o=document.createElement(\"canvas\");try{a=o.getContext(\"webgl\",{preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0})}catch(t){throw new Error([\"Error creating static canvas/context for image server\"].join(\" \"))}}this.canvas=o,this.gl=a}else{var e,r=document.createElement(\"canvas\"),n={premultipliedAlpha:!0};try{e=r.getContext(\"webgl\",n)}catch(t){}if(!e)try{e=r.getContext(\"experimental-webgl\",n)}catch(t){}e||v(this),this.canvas=r,this.gl=e}var i=this.canvas,s=this.pixelRatio,l=this.fullLayout;i.width=0|Math.ceil(s*l.width),i.height=0|Math.ceil(s*l.height),i.style.width=\"100%\",i.style.height=\"100%\",i.style.position=\"absolute\",i.style.top=\"0px\",i.style.left=\"0px\",i.style[\"pointer-events\"]=\"none\";var u=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");u.style.position=\"absolute\",u.style.top=u.style.left=\"0px\",u.style.width=u.style.height=\"100%\",u.style[\"z-index\"]=20,u.style[\"pointer-events\"]=\"none\";var c=this.mouseContainer=document.createElement(\"div\");c.style.position=\"absolute\";var h=this.container;h.appendChild(i),h.appendChild(u),h.appendChild(c)},g.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(o),this.glplot.setDirty(),this.glplot.draw();var e=this.glplot.gl,r=e.drawingBufferWidth,n=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*n*4);e.readPixels(0,0,r,n,e.RGBA,e.UNSIGNED_BYTE,i);for(var a=0,s=n-1;s>a;++a,--s)for(var l=0;r>l;++l)for(var u=0;4>u;++u){var c=i[4*(r*a+l)+u];i[4*(r*a+l)+u]=i[4*(r*s+l)+u],i[4*(r*s+l)+u]=c}var h=document.createElement(\"canvas\");h.width=r,h.height=n;var f=h.getContext(\"2d\"),d=f.createImageData(r,n);d.data.set(i),f.putImageData(d,0,0);var p;switch(t){case\"jpeg\":p=h.toDataURL(\"image/jpeg\");break;case\"webp\":p=h.toDataURL(\"image/webp\");break;default:p=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(o),p},g.computeTickMarks=function(){this.xaxis._length=this.glplot.viewBox[2]-this.glplot.viewBox[0],this.yaxis._length=this.glplot.viewBox[3]-this.glplot.viewBox[1];for(var t=[s.calcTicks(this.xaxis),s.calcTicks(this.yaxis)],e=0;2>e;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=p(t[e][r].text+\"\").replace(/\\n/g,\" \");return t},g.updateAxes=function(t){var e=s.subplotMatch,r=\"xaxis\"+this.id.match(e)[1],n=\"yaxis\"+this.id.match(e)[2];this.xaxis=t[r],this.yaxis=t[n]},g.updateFx=function(t){var e=this.fullLayout;e.dragmode=t.dragmode,e.hovermode=t.hovermode};var y=function(t){var e=t.xaxis.range,r=t.yaxis.range;t.graphDiv.layout.xaxis.range=e.slice(0),t.graphDiv.layout.yaxis.range=r.slice(0);var n={lastInputTime:t.camera.lastInputTime};n[t.xaxis._name]=e.slice(),n[t.yaxis._name]=r.slice(),t.graphDiv.emit(\"plotly_relayout\",n)};g.cameraChanged=function(){var t=this.camera,e=this.xaxis.range,r=this.yaxis.range;this.glplot.setDataBox([e[0],r[0],e[1],r[1]]);var n=this.computeTickMarks(),o=this.glplotOptions.ticks;i(n,o)&&(this.glplotOptions.ticks=n,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),y(this))},g.destroy=function(){var t=this.traces;t&&Object.keys(t).map(function(e){t[e].dispose(),delete t[e]}),this.glplot.dispose(),this.staticPlot||this.container.removeChild(this.canvas),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.glplot=null,this.stopped=!0},g.plot=function(t,e,r){var n,i,o,a=this.glplot,l=this.pixelRatio;this.fullLayout=r,this.updateAxes(r);var u=r.width,c=r.height,h=0|Math.ceil(l*u),f=0|Math.ceil(l*c),d=this.canvas;for(d.width===h&&d.height===f||(d.width=h,d.height=f),n=0;n<t.length;++n){var p=t[n],v=e[n];o=this.traces[p.uid],o?o.update(p,v):o=p._module.plot(this,p,v),this.traces[p.uid]=o}var g=Object.keys(this.traces);t:for(n=0;n<g.length;++n){for(i=0;i<e.length;++i)if(e[i][0].trace.uid===g[n])continue t;o=this.traces[g[n]],o.dispose(),delete this.traces[g[n]]}var y=this.glplotOptions;y.merge(r),y.screenBox=[0,0,u,c];var b=r._size,x=this.xaxis.domain,_=this.yaxis.domain;y.viewBox=[b.l+x[0]*b.w,b.b+_[0]*b.h,u-b.r-(1-x[1])*b.w,c-b.t-(1-_[1])*b.h],this.mouseContainer.style.width=b.w*(x[1]-x[0])+\"px\",this.mouseContainer.style.height=b.h*(_[1]-_[0])+\"px\",this.mouseContainer.height=b.h*(_[1]-_[0]),this.mouseContainer.style.left=b.l+x[0]*b.w+\"px\",this.mouseContainer.style.top=b.t+(1-_[1])*b.h+\"px\";var w=this.bounds;for(w[0]=w[1]=1/0,w[2]=w[3]=-(1/0),g=Object.keys(this.traces),n=0;n<g.length;++n){o=this.traces[g[n]];for(var M=0;2>M;++M)w[M]=Math.min(w[M],o.bounds[M]),w[M+2]=Math.max(w[M+2],o.bounds[M+2])}var k;for(n=0;2>n;++n)w[n]>w[n+2]&&(w[n]=-1,w[n+2]=1),k=this[m[n]],k._length=y.viewBox[n+2]-y.viewBox[n],s.doAutoRange(k);y.ticks=this.computeTickMarks();var A=this.xaxis.range,T=this.yaxis.range;y.dataBox=[A[0],T[0],A[1],T[1]],y.merge(r),a.update(y),this.glplot.draw()},g.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=this.fullLayout;this.cameraChanged();var i=r.x*t.pixelRatio,o=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===n.dragmode)this.selectBox.enabled=!0,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])],t.setDirty();else{this.selectBox.enabled=!1;var a=n._size,s=this.xaxis.domain,u=this.yaxis.domain,c=t.pick(i/t.pixelRatio+a.l+s[0]*a.w,o/t.pixelRatio-(a.t+(1-u[1])*a.h));if(c&&n.hovermode){var h=c.object._trace.handlePick(c);if(h&&(!this.lastPickResult||this.lastPickResult.traceUid!==h.trace.uid||this.lastPickResult.dataCoord[0]!==h.dataCoord[0]||this.lastPickResult.dataCoord[1]!==h.dataCoord[1])){var f=h;this.lastPickResult={traceUid:h.trace?h.trace.uid:null,dataCoord:h.dataCoord.slice()},this.spikes.update({center:c.dataCoord}),f.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(c.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])*(c.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio];var d=f.hoverinfo;if(\"all\"!==d){var p=d.split(\"+\");-1===p.indexOf(\"x\")&&(f.traceCoord[0]=void 0),-1===p.indexOf(\"y\")&&(f.traceCoord[1]=void 0),-1===p.indexOf(\"z\")&&(f.traceCoord[2]=void 0),-1===p.indexOf(\"text\")&&(f.textLabel=void 0),-1===p.indexOf(\"name\")&&(f.name=void 0)}l.loneHover({x:f.screenCoord[0],y:f.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",f.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",f.traceCoord[1]),zLabel:f.traceCoord[2],text:f.textLabel,name:f.name,color:f.color},{container:this.svgContainer})}}else!c&&this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,l.loneUnhover(this.svgContainer))}t.draw()}},g.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return s.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../lib/html2unicode\":567,\"../../lib/show_no_webgl_msg\":578,\"../../plots/cartesian/axes\":592,\"../../plots/cartesian/graph_interact\":599,\"./camera\":623,\"./convert\":624,\"gl-plot2d\":171,\"gl-select-box\":201,\"gl-spikes2d\":221}],627:[function(t,e,r){\"use strict\";function n(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 n=o({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),l=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],u=0,c=t.clientWidth,h=t.clientHeight,f={keyBindingMode:\"rotate\",view:n,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:n.modes,tick:function(){var e=i(),r=this.delay,o=e-2*r;n.idle(e-r),n.recalcMatrix(o),n.flush(e-(100+2*r));for(var a=!0,s=n.computedMatrix,f=0;16>f;++f)a=a&&l[f]===s[f],l[f]=s[f];var d=t.clientWidth===c&&t.clientHeight===h;return c=t.clientWidth,h=t.clientHeight,a?!d:(u=Math.exp(n.computedRadius[0]),!0)},lookAt:function(t,e,r){n.lookAt(n.lastT(),t,e,r)},rotate:function(t,e,r){n.rotate(n.lastT(),t,e,r)},pan:function(t,e,r){n.pan(n.lastT(),t,e,r)},translate:function(t,e,r){n.translate(n.lastT(),t,e,r)}};Object.defineProperties(f,{matrix:{get:function(){return n.computedMatrix},set:function(t){return n.setMatrix(n.lastT(),t),n.computedMatrix},enumerable:!0},mode:{get:function(){return n.getMode()},set:function(t){var e=n.computedUp.slice(),r=n.computedEye.slice(),o=n.computedCenter.slice();if(n.setMode(t),\"turntable\"===t){var a=i();n._active.lookAt(a,r,o,e),n._active.lookAt(a+500,r,o,[0,0,1]),n._active.flush(a)}return n.getMode()},enumerable:!0},center:{get:function(){return n.computedCenter},set:function(t){return n.lookAt(n.lastT(),null,t),n.computedCenter},enumerable:!0},eye:{get:function(){return n.computedEye},set:function(t){return n.lookAt(n.lastT(),t),n.computedEye},enumerable:!0},up:{get:function(){return n.computedUp},set:function(t){return n.lookAt(n.lastT(),null,null,t),n.computedUp},enumerable:!0},distance:{get:function(){return u},set:function(t){return n.setDistance(n.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return n.getDistanceLimits(r)},set:function(t){return n.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",function(t){return t.preventDefault(),!1});var d=0,p=0;return a(t,function(e,r,o,a){var s=\"rotate\"===f.keyBindingMode,l=\"pan\"===f.keyBindingMode,c=\"zoom\"===f.keyBindingMode,h=!!a.control,v=!!a.alt,m=!!a.shift,g=!!(1&e),y=!!(2&e),b=!!(4&e),x=1/t.clientHeight,_=x*(r-d),w=x*(o-p),M=f.flipX?1:-1,k=f.flipY?1:-1,A=i(),T=Math.PI*f.rotateSpeed;if((s&&g&&!h&&!v&&!m||g&&!h&&!v&&m)&&n.rotate(A,M*T*_,-k*T*w,0),(l&&g&&!h&&!v&&!m||y||g&&h&&!v&&!m)&&n.pan(A,-f.translateSpeed*_*u,f.translateSpeed*w*u,0),c&&g&&!h&&!v&&!m||b||g&&!h&&v&&!m){var E=-f.zoomSpeed*w/window.innerHeight*(A-n.lastT())*100;n.pan(A,0,0,u*(Math.exp(E)-1))}return d=r,p=o,!0}),s(t,function(t,e){var r=f.flipX?1:-1,o=f.flipY?1:-1,a=i();if(Math.abs(t)>Math.abs(e))n.rotate(a,0,0,-t*r*Math.PI*f.rotateSpeed/window.innerWidth);else{var s=-f.zoomSpeed*o*e/window.innerHeight*(a-n.lastT())/100;n.pan(a,0,0,u*(Math.exp(s)-1))}},!0),f}e.exports=n;var i=t(\"right-now\"),o=t(\"3d-view\"),a=t(\"mouse-change\"),s=t(\"mouse-wheel\")},{\"3d-view\":40,\"mouse-change\":421,\"mouse-wheel\":425,\"right-now\":435}],628:[function(t,e,r){\"use strict\";function n(t,e){for(var r=0;3>r;++r){var n=s[r];e[n]._gd=t}}var i=t(\"./scene\"),o=t(\"../plots\"),a=t(\"../../constants/xmlns_namespaces\"),s=[\"xaxis\",\"yaxis\",\"zaxis\"];r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=/^scene([2-9]|[1-9][0-9]+)?$/,r.attrRegex=/^scene([2-9]|[1-9][0-9]+)?$/,r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){var e=t._fullLayout,r=t._fullData,a=o.getSubplotIds(e,\"gl3d\");e._paperdiv.style({width:e.width+\"px\",height:e.height+\"px\"}),t._context.setBackground(t,e.paper_bgcolor);for(var s=0;s<a.length;s++){var l=a[s],u=o.getSubplotData(r,\"gl3d\",l),c=e[l],h=c._scene;void 0===h&&(n(t,c),h=new i({id:l,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),c._scene=h),h.plot(u,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=o.getSubplotIds(n,\"gl3d\"),a=0;a<i.length;a++){var s=i[a];!e[s]&&n[s]._scene&&n[s]._scene.destroy()}},r.toSVG=function(t){for(var e=t._fullLayout,r=o.getSubplotIds(e,\"gl3d\"),n=e._size,i=0;i<r.length;i++){var s=e[r[i]],l=s.domain,u=s._scene,c=u.toImage(\"png\"),h=e._glimages.append(\"svg:image\");h.attr({xmlns:a.svg,\"xlink:href\":c,x:n.l+n.w*l.x[0],y:n.t+n.h*(1-l.y[1]),width:n.w*(l.x[1]-l.x[0]),height:n.h*(l.y[1]-l.y[0]),preserveAspectRatio:\"none\"}),u.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.setConvert=t(\"./set_convert\")},{\"../../constants/xmlns_namespaces\":556,\"../plots\":648,\"./layout/attributes\":629,\"./layout/defaults\":633,\"./layout/layout_attributes\":634,\"./scene\":638,\"./set_convert\":639}],629:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\"}}},{}],630:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),o=t(\"../../../lib/extend\").extendFlat;e.exports={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:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:i.title,titlefont:i.titlefont,type:i.type,autorange:i.autorange,rangemode:i.rangemode,range:i.range,fixedrange:i.fixedrange,tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,tickformat:i.tickformat,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:o({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth}},{\"../../../components/color\":483,\"../../../lib/extend\":563,\"../../cartesian/layout_attributes\":601}],631:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),o=t(\"./axis_attributes\"),a=t(\"../../cartesian/axis_defaults\"),s=[\"xaxis\",\"yaxis\",\"zaxis\"],l=function(){},u=13600/187;e.exports=function(t,e,r){function c(t,e){return i.coerce(h,f,o,t,e)}for(var h,f,d=0;d<s.length;d++){var p=s[d];h=t[p]||{},f={_id:p[0]+r.scene,_name:p},e[p]=f=a(h,f,c,{font:r.font,letter:p[0],data:r.data,showGrid:!0,bgColor:r.bgColor}),c(\"gridcolor\",n(f.color,r.bgColor,u).toRgbString()),c(\"title\",p[0]),f.setScale=l,c(\"showspikes\")&&(c(\"spikesides\"),c(\"spikethickness\"),c(\"spikecolor\",f.color)),c(\"showaxeslabels\"),c(\"showbackground\")&&c(\"backgroundcolor\")}}},{\"../../../lib\":568,\"../../cartesian/axis_defaults\":593,\"./axis_attributes\":630,tinycolor2:454}],632:[function(t,e,r){\"use strict\";function n(){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 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o=t(\"arraytools\"),a=t(\"../../../lib/html2unicode\"),s=t(\"../../../lib/str2rgbarray\"),l=o.copy1D,u=[\"xaxis\",\"yaxis\",\"zaxis\"],c=n.prototype;c.merge=function(t){for(var e=this,r=0;3>r;++r){var n=t[u[r]];e.labels[r]=a(n.title),\"titlefont\"in n&&(n.titlefont.color&&(e.labelColor[r]=s(n.titlefont.color)),n.titlefont.family&&(e.labelFont[r]=n.titlefont.family),n.titlefont.size&&(e.labelSize[r]=n.titlefont.size)),\"showline\"in n&&(e.lineEnable[r]=n.showline),\"linecolor\"in n&&(e.lineColor[r]=s(n.linecolor)),\"linewidth\"in n&&(e.lineWidth[r]=n.linewidth),\"showgrid\"in n&&(e.gridEnable[r]=n.showgrid),\"gridcolor\"in n&&(e.gridColor[r]=s(n.gridcolor)),\"gridwidth\"in n&&(e.gridWidth[r]=n.gridwidth),\"log\"===n.type?e.zeroEnable[r]=!1:\"zeroline\"in n&&(e.zeroEnable[r]=n.zeroline),\"zerolinecolor\"in n&&(e.zeroLineColor[r]=s(n.zerolinecolor)),\"zerolinewidth\"in n&&(e.zeroLineWidth[r]=n.zerolinewidth),\"ticks\"in n&&n.ticks?e.lineTickEnable[r]=!0:e.lineTickEnable[r]=!1,\"ticklen\"in n&&(e.lineTickLength[r]=e._defaultLineTickLength[r]=n.ticklen),\"tickcolor\"in n&&(e.lineTickColor[r]=s(n.tickcolor)),\"tickwidth\"in n&&(e.lineTickWidth[r]=n.tickwidth),\"tickangle\"in n&&(e.tickAngle[r]=\"auto\"===n.tickangle?0:Math.PI*-n.tickangle/180),\"showticklabels\"in n&&(e.tickEnable[r]=n.showticklabels),\"tickfont\"in n&&(n.tickfont.color&&(e.tickColor[r]=s(n.tickfont.color)),n.tickfont.family&&(e.tickFont[r]=n.tickfont.family),n.tickfont.size&&(e.tickSize[r]=n.tickfont.size)),\"mirror\"in n?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(n.mirror)?(e.lineTickMirror[r]=!0,e.lineMirror[r]=!0):n.mirror===!0?(e.lineTickMirror[r]=!1,e.lineMirror[r]=!0):(e.lineTickMirror[r]=!1,e.lineMirror[r]=!1):e.lineMirror[r]=!1,\"showbackground\"in n&&n.showbackground!==!1?(e.backgroundEnable[r]=!0,e.backgroundColor[r]=s(n.backgroundcolor)):e.backgroundEnable[r]=!1}},e.exports=i},{\"../../../lib/html2unicode\":567,\"../../../lib/str2rgbarray\":580,arraytools:50}],633:[function(t,e,r){\"use strict\";function n(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=Object.keys(a.camera),c=0;c<u.length;c++)r(\"camera.\"+u[c]+\".x\"),r(\"camera.\"+u[c]+\".y\"),r(\"camera.\"+u[c]+\".z\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),f=h?\"manual\":\"auto\",d=r(\"aspectmode\",f);h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\")),s(t,e,{font:n.font,scene:n.id,data:n.fullData,bgColor:l}),r(\"dragmode\",n.getDfltFromLayout(\"dragmode\")),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}var i=t(\"../../../components/color\"),o=t(\"../../subplot_defaults\"),a=t(\"./layout_attributes\"),s=t(\"./axis_defaults\");e.exports=function(t,e,r){function i(e){if(!s){var r=-1!==a[e].values.indexOf(t[e]);return r?t[e]:void 0}}var s=e._has(\"cartesian\")||e._has(\"geo\")||e._has(\"gl2d\")||e._has(\"pie\")||e._has(\"ternary\");o(t,e,r,{type:\"gl3d\",attributes:a,handleDefaults:n,font:e.font,fullData:r,getDfltFromLayout:i,paper_bgcolor:e.paper_bgcolor})}},{\"../../../components/color\":483,\"../../subplot_defaults\":654,\"./axis_defaults\":631,\"./layout_attributes\":634}],634:[function(t,e,r){\"use strict\";function n(t,e,r){return{x:{valType:\"number\",dflt:t},y:{valType:\"number\",dflt:e},z:{valType:\"number\",dflt:r}}}var i=t(\"./axis_attributes\"),o=t(\"../../../lib/extend\").extendFlat;e.exports={bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\"},camera:{up:o(n(0,0,1),{}),center:o(n(0,0,0),{}),eye:o(n(1.25,1.25,1.25),{})},domain:{x:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]},y:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]}},aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\"},aspectratio:{x:{valType:\"number\",min:0},y:{valType:\"number\",min:0},z:{valType:\"number\",min:0}},xaxis:i,yaxis:i,zaxis:i,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\"],dflt:\"turntable\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\"},_deprecated:{cameraposition:{valType:\"info_array\"}}}},{\"../../../lib/extend\":563,\"./axis_attributes\":630}],635:[function(t,e,r){\"use strict\";function n(){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]}function i(t){var e=new n;return e.merge(t),e}var o=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],s=n.prototype;s.merge=function(t){for(var e=0;3>e;++e){var r=t[a[e]];this.enabled[e]=r.showspikes,this.colors[e]=o(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness}},e.exports=i},{\"../../../lib/str2rgbarray\":580}],636:[function(t,e,r){\"use strict\";function n(t){for(var e=new Array(3),r=0;3>r;++r){for(var n=t[r],i=new Array(n.length),o=0;o<n.length;++o)i[o]=n[o].x;e[r]=i}return e}function i(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,i=t.fullSceneLayout,u=[[],[],[]],c=0;3>c;++c){var h=i[s[c]];if(h._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(h._length)===1/0)u[c]=[];else{h.range[0]=r[c].lo/t.dataScale[c],h.range[1]=r[c].hi/t.dataScale[c],h._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),h.range[0]===h.range[1]&&(h.range[0]-=1,h.range[1]+=1);var f=h.tickmode;if(\"auto\"===h.tickmode){h.tickmode=\"linear\";var d=h.nticks||o.Lib.constrain(h._length/40,4,9);o.Axes.autoTicks(h,Math.abs(h.range[1]-h.range[0])/d)}for(var p=o.Axes.calcTicks(h),v=0;v<p.length;++v)p[v].x=p[v].x*t.dataScale[c],p[v].text=a(p[v].text);u[c]=p,h.tickmode=f}}e.ticks=u;for(var c=0;3>c;++c){l[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(var v=0;2>v;++v)e.bounds[v][c]=t.glplot.bounds[v][c]}t.contourLevels=n(u)}e.exports=i;var o=t(\"../../../plotly\"),a=t(\"../../../lib/html2unicode\"),s=[\"xaxis\",\"yaxis\",\"zaxis\"],l=[0,0,0]},{\"../../../lib/html2unicode\":567,\"../../../plotly\":589}],637:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;4>r;++r)for(n=0;4>n;++n)i[n]+=t[4*r+n]*e[r];return i}function i(t,e){var r=n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])));return r}e.exports=i},{}],638:[function(t,e,r){\"use strict\";function n(t){function e(e,r){if(\"string\"==typeof r)return r;var n=t.fullSceneLayout[e];return v.tickText(n,n.c2l(r),\"hover\").text}var r,n=t.svgContainer,i=t.container.getBoundingClientRect(),o=i.width,a=i.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+o+\" \"+a),n.setAttributeNS(null,\"width\",o),n.setAttributeNS(null,\"height\",a),k(t),t.glplot.axes.update(t.axesOptions);for(var s=Object.keys(t.traces),l=null,u=t.glplot.selection,c=0;c<s.length;++c)r=t.traces[s[c]],r.handlePick(u)&&(l=r),r.setContourLevels&&r.setContourLevels();var h;if(null!==l){var f=x(t.glplot.cameraParams,u.dataCoordinate);r=l.data;var d=r.hoverinfo,p=e(\"xaxis\",u.traceCoordinate[0]),g=e(\"yaxis\",u.traceCoordinate[1]),y=e(\"zaxis\",u.traceCoordinate[2]);if(\"all\"!==d){var b=d.split(\"+\");-1===b.indexOf(\"x\")&&(p=void 0),-1===b.indexOf(\"y\")&&(g=void 0),-1===b.indexOf(\"z\")&&(y=void 0),-1===b.indexOf(\"text\")&&(u.textLabel=void 0),-1===b.indexOf(\"name\")&&(l.name=void 0)}t.fullSceneLayout.hovermode&&m.loneHover({x:(.5+.5*f[0]/f[3])*o,y:(.5-.5*f[1]/f[3])*a,xLabel:p,yLabel:g,zLabel:y,text:u.textLabel,name:l.name,color:l.color},{container:n});var _={points:[{x:p,y:g,z:y,data:r._input,fullData:r,curveNumber:r.index,pointNumber:u.data.index}]};u.buttons&&u.distance<5?t.graphDiv.emit(\"plotly_click\",_):t.graphDiv.emit(\"plotly_hover\",_),h=_}else m.loneUnhover(n),t.graphDiv.emit(\"plotly_unhover\",h)}function i(t,e,r,i){var o={canvas:r,gl:i,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1};if(t.staticMode){if(!h){c=document.createElement(\"canvas\");try{h=c.getContext(\"webgl\",{preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0})}catch(a){throw new Error(\"error creating 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o=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");o.style.position=\"absolute\",o.style.top=o.style.left=\"0px\",o.style.width=o.style.height=\"100%\",o.style[\"z-index\"]=20,o.style[\"pointer-events\"]=\"none\",r.appendChild(o),this.svgContainer=o,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=w(e[this.id]),this.spikeOptions=M(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],!i(this,e)}function a(t,e,r,n){for(var i,o=0;o<e.length;++o)if(Array.isArray(e[o]))for(var a=0;a<e[o].length;++a)i=t.d2l(e[o][a]),!isNaN(i)&&isFinite(i)&&(n[0][r]=Math.min(n[0][r],i),n[1][r]=Math.max(n[1][r],i));else i=t.d2l(e[o]),!isNaN(i)&&isFinite(i)&&(n[0][r]=Math.min(n[0][r],i),n[1][r]=Math.max(n[1][r],i))}function s(t,e,r){var n=t.fullSceneLayout;a(n.xaxis,e.x,0,r),a(n.yaxis,e.y,1,r),a(n.zaxis,e.z,2,r)}function l(t){return[[t.eye.x,t.eye.y,t.eye.z],[t.center.x,t.center.y,t.center.z],[t.up.x,t.up.y,t.up.z]]}function u(t){return{up:{x:t.up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]}}}var c,h,f=t(\"gl-plot3d\"),d=t(\"../../lib\"),p=t(\"../../plots/plots\"),v=t(\"../../plots/cartesian/axes\"),m=t(\"../../plots/cartesian/graph_interact\"),g=t(\"../../lib/str2rgbarray\"),y=t(\"../../lib/show_no_webgl_msg\"),b=t(\"./camera\"),x=t(\"./project\"),_=t(\"./set_convert\"),w=t(\"./layout/convert\"),M=t(\"./layout/spikes\"),k=t(\"./layout/tick_marks\"),A=o.prototype;A.recoverContext=function(){function t(){return r.isContextLost()?void requestAnimationFrame(t):i(e,e.fullLayout,n,r)?void e.plot.apply(e,e.plotArgs):void 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m=Object.keys(this.traces);t:for(o=0;o<m.length;++o){for(a=0;a<t.length;++a)if(t[a].uid===m[o]&&t[a].visible===!0)continue t;i=this.traces[m[o]],i.dispose(),delete this.traces[m[o]]}var y=[[0,0,0],[0,0,0]],b=[],x={};for(o=0;3>o;++o){if(l=c[T[o]],u=l.type,u in x?(x[u].acc*=d[o],x[u].count+=1):x[u]={acc:d[o],count:1},l.autorange){for(y[0][o]=1/0,y[1][o]=-(1/0),a=0;a<this.glplot.objects.length;++a){var w=this.glplot.objects[a].bounds;y[0][o]=Math.min(y[0][o],w[0][o]/d[o]),y[1][o]=Math.max(y[1][o],w[1][o]/d[o])}if(\"rangemode\"in l&&\"tozero\"===l.rangemode&&(y[0][o]=Math.min(y[0][o],0),y[1][o]=Math.max(y[1][o],0)),y[0][o]>y[1][o])y[0][o]=-1,y[1][o]=1;else{var M=y[1][o]-y[0][o];y[0][o]-=M/32,y[1][o]+=M/32}}else{var k=c[T[o]].range;y[0][o]=k[0],y[1][o]=k[1]}y[0][o]===y[1][o]&&(y[0][o]-=1,y[1][o]+=1),b[o]=y[1][o]-y[0][o],this.glplot.bounds[0][o]=y[0][o]*d[o],this.glplot.bounds[1][o]=y[1][o]*d[o]}var A=[1,1,1];for(o=0;3>o;++o){l=c[T[o]],u=l.type;var E=x[u];A[o]=Math.pow(E.acc,1/E.count)/d[o]}var S,L=4;if(\"auto\"===c.aspectmode)S=Math.max.apply(null,A)/Math.min.apply(null,A)<=L?A:[1,1,1];else if(\"cube\"===c.aspectmode)S=[1,1,1];else if(\"data\"===c.aspectmode)S=A;else{if(\"manual\"!==c.aspectmode)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var z=c.aspectratio;S=[z.x,z.y,z.z]}c.aspectratio.x=h.aspectratio.x=S[0],c.aspectratio.y=h.aspectratio.y=S[1],c.aspectratio.z=h.aspectratio.z=S[2],this.glplot.aspect=S;var I=c.domain||null,P=e._size||null;if(I&&P){var C=this.container.style;C.position=\"absolute\",C.left=P.l+I.x[0]*P.w+\"px\",C.top=P.t+(1-I.y[1])*P.h+\"px\",C.width=P.w*(I.x[1]-I.x[0])+\"px\",C.height=P.h*(I.y[1]-I.y[0])+\"px\"}this.glplot.redraw()}},A.destroy=function(){this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null},A.setCameraToDefault=function(){this.setCamera({eye:{x:1.25,y:1.25,z:1.25},center:{x:0,y:0,z:0},up:{x:0,y:0,z:1}})},A.getCamera=function(){return this.glplot.camera.view.recalcMatrix(this.camera.view.lastT()),u(this.glplot.camera)},A.setCamera=function(t){var e={};e[this.id]=t,this.glplot.camera.lookAt.apply(this,l(t)),this.graphDiv.emit(\"plotly_relayout\",e)},A.saveCamera=function(t){function e(t,e,r,n){var i=[\"up\",\"center\",\"eye\"],o=[\"x\",\"y\",\"z\"];return e[i[r]]&&t[i[r]][o[n]]===e[i[r]][o[n]]}var r=this.getCamera(),n=d.nestedProperty(t,this.id+\".camera\"),i=n.get(),o=!1;if(void 0===i)o=!0;else for(var a=0;3>a;a++)for(var 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s=t(\"../../lib\"),l=t(\"./convert_text_opts\"),u=n.prototype;u.update=function(t){this.visible?this.needsNewSource(t)?(this.updateLayer(t),this.updateSource(t)):this.needsNewLayer(t)&&this.updateLayer(t):(this.updateSource(t),this.updateLayer(t)),this.updateStyle(t),this.visible=i(t)},u.needsNewSource=function(t){return this.sourceType!==t.sourcetype||this.source!==t.source||this.layerType!==t.type},u.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==t.below},u.updateSource=function(t){var e=this.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,i(t)){var r=a(t);e.addSource(this.idSource,r)}},u.updateLayer=function(t){var e=this.map;if(e.getLayer(this.idLayer)&&e.removeLayer(this.idLayer),this.layerType=t.type,i(t)){e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type},t.below);var r={visibility:\"visible\"};this.mapbox.setOptions(this.idLayer,\"setLayoutProperty\",r)}},u.updateStyle=function(t){var e=o(t);i(t)&&(this.mapbox.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.mapbox.setOptions(this.idLayer,\"setPaintProperty\",e.paint))},u.dispose=function(){var t=this.map;t.removeLayer(this.idLayer),t.removeSource(this.idSource)},e.exports=function(t,e,r){var i=new n(t,e);return i.update(r),i}},{\"../../lib\":568,\"./convert_text_opts\":642}],645:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\").defaultLine,o=t(\"../font_attributes\"),a=t(\"../../traces/scatter/attributes\").textposition;e.exports={domain:{x:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]},y:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]}},accesstoken:{valType:\"string\",noBlank:!0,strict:!0},style:{valType:\"any\",values:[\"basic\",\"streets\",\"outdoors\",\"light\",\"dark\",\"satellite\",\"satellite-streets\"],dflt:\"basic\"},center:{lon:{valType:\"number\",dflt:0},lat:{valType:\"number\",dflt:0}},zoom:{valType:\"number\",dflt:1},bearing:{valType:\"number\",dflt:0},pitch:{valType:\"number\",dflt:0},layers:{_isLinkedToArray:!0,sourcetype:{valType:\"enumerated\",values:[\"geojson\",\"vector\"],dflt:\"geojson\"},source:{valType:\"any\"},sourcelayer:{valType:\"string\",dflt:\"\"},type:{valType:\"enumerated\",values:[\"circle\",\"line\",\"fill\",\"symbol\"],dflt:\"circle\"},below:{valType:\"string\",dflt:\"\"},color:{valType:\"color\",dflt:i},opacity:{valType:\"number\",min:0,max:1,dflt:1},circle:{radius:{valType:\"number\",dflt:15}},line:{width:{valType:\"number\",dflt:2}},fill:{outlinecolor:{valType:\"color\",dflt:i}},symbol:{icon:{valType:\"string\",dflt:\"marker\"},iconsize:{valType:\"number\",dflt:10},text:{valType:\"string\",dflt:\"\"},textfont:n.extendDeep({},o,{family:{dflt:\"Open 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o=t(\"../../lib\"),a=t(\"../subplot_defaults\"),s=t(\"./layout_attributes\");e.exports=function(t,e,r){a(t,e,r,{type:\"mapbox\",attributes:s,handleDefaults:n,partition:\"y\"})}},{\"../../lib\":568,\"../subplot_defaults\":654,\"./layout_attributes\":645}],647:[function(t,e,r){\"use strict\";function n(t){this.id=t.id,this.gd=t.gd,this.container=t.container,this.isStatic=t.staticPlot;var e=t.fullLayout;this.uid=e._uid+\"-\"+this.id,this.opts=e[this.id],this.div=null,this.xaxis=null,this.yaxis=null,this.createFramework(e),this.map=null,this.accessToken=null,this.styleObj=null,this.traceHash={},this.layerList=[]}function i(t){var e=h.style.values,r=h.style.dflt,n={};return u.isPlainObject(t)?(n.id=t.id,n.style=t):\"string\"==typeof t?(n.id=t,n.style=-1!==e.indexOf(t)?o(t):t):(n.id=r,n.style=o(r)),n}function o(t){return c.styleUrlPrefix+t+\"-\"+c.styleUrlSuffix}function a(t){return[t.lon,t.lat]}var s=t(\"mapbox-gl\"),l=t(\"../cartesian/graph_interact\"),u=t(\"../../lib\"),c=t(\"./constants\"),h=t(\"./layout_attributes\"),f=t(\"./layers\"),d=n.prototype;e.exports=function(t){var e=new n(t);return e},d.plot=function(t,e,r){var n=this,i=n.opts=e[this.id];n.map&&i.accesstoken!==n.accessToken&&(n.map.remove(),n.map=null,n.styleObj=null,n.traceHash=[],n.layerList={});var o;o=n.map?new Promise(function(r,i){n.updateMap(t,e,r,i)}):new Promise(function(r,i){n.createMap(t,e,r,i)}),r.push(o)},d.createMap=function(t,e,r,n){function o(){l.loneUnhover(e._toppaper)}var h=this,f=h.gd,d=h.opts,p=h.styleObj=i(d.style);h.accessToken=d.accesstoken;var v=h.map=new 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k[0];A&&(k=o.util.deduplicate(k),M=k.slice(),k=i.range(k.length),d=d.map(function(t,e){var r=t;return t.t=[k],p&&(r.yStack=t.yStack),r}));var T=d.filter(function(t,e){return\"LinePlot\"===t.geometry||\"DotPlot\"===t.geometry}).length===d.length,E=null===h.needsEndSpacing?A||!T:h.needsEndSpacing,S=h.angularAxis.domain&&h.angularAxis.domain!=o.DATAEXTENT&&!A&&h.angularAxis.domain[0]>=0,L=S?h.angularAxis.domain:i.extent(k),z=Math.abs(k[1]-k[0]);T&&!A&&(z=0);var I=L.slice();E&&A&&(I[1]+=z);var P=h.angularAxis.ticksCount||4;P>8&&(P=P/(P/8)+P%8),h.angularAxis.ticksStep&&(P=(I[1]-I[0])/P);var C=h.angularAxis.ticksStep||(I[1]-I[0])/(P*(h.minorTicks+1));M&&(C=Math.max(Math.round(C),1)),I[2]||(I[2]=C);var R=i.range.apply(this,I);if(R=R.map(function(t,e){return parseFloat(t.toPrecision(12))}),s=i.scale.linear().domain(I.slice(0,2)).range(\"clockwise\"===h.direction?[0,360]:[360,0]),c.layout.angularAxis.domain=s.domain(),c.layout.angularAxis.endPadding=E?z:0,e=i.select(this).select(\"svg.chart-root\"),\"undefined\"==typeof e||e.empty()){var D=\"<svg xmlns='http://www.w3.org/2000/svg' class='chart-root'>' + '<g class='outer-group'>' + '<g class='chart-group'>' + '<circle class='background-circle'></circle>' + '<g class='geometry-group'></g>' + '<g class='radial axis-group'>' + '<circle class='outside-circle'></circle>' + '</g>' + '<g class='angular axis-group'></g>' + '<g class='guides-group'><line></line><circle r='0'></circle></g>' + '</g>' + '<g class='legend-group'></g>' + '<g class='tooltips-group'></g>' + '<g class='title-group'><text></text></g>' + '</g>' + '</svg>\",O=(new DOMParser).parseFromString(D,\"application/xml\"),F=this.appendChild(this.ownerDocument.importNode(O.documentElement,!0));e=i.select(F)}e.select(\".guides-group\").style({\"pointer-events\":\"none\"}),e.select(\".angular.axis-group\").style({\"pointer-events\":\"none\"}),e.select(\".radial.axis-group\").style({\"pointer-events\":\"none\"});var j,N=e.select(\".chart-group\"),B={fill:\"none\",stroke:h.tickColor},U={\"font-size\":h.font.size,\"font-family\":h.font.family,fill:h.font.color,\"text-shadow\":[\"-1px 0px\",\"1px -1px\",\"-1px 1px\",\"1px 1px\"].map(function(t,e){return\" \"+t+\" 0 \"+h.font.outlineColor}).join(\",\")};if(h.showLegend){j=e.select(\".legend-group\").attr({transform:\"translate(\"+[b,h.margin.top]+\")\"}).style({display:\"block\"});var V=d.map(function(t,e){var r=o.util.cloneJson(t);return r.symbol=\"DotPlot\"===t.geometry?t.dotType||\"circle\":\"LinePlot\"!=t.geometry?\"square\":\"line\",r.visibleInLegend=\"undefined\"==typeof 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Z=e.select(\"circle.background-circle\").attr({r:b}).style({fill:h.backgroundColor,stroke:h.stroke});if(h.radialAxis.visible){var K=i.svg.axis().scale(n).ticks(5).tickSize(5);Y.call(K).attr({transform:\"rotate(\"+h.radialAxis.orientation+\")\"}),Y.selectAll(\".domain\").style(B),Y.selectAll(\"g>text\").text(function(t,e){return this.textContent+h.radialAxis.ticksSuffix}).style(U).style({\"text-anchor\":\"start\"}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return\"horizontal\"===h.radialAxis.tickOrientation?\"rotate(\"+-h.radialAxis.orientation+\") translate(\"+[0,U[\"font-size\"]]+\")\":\"translate(\"+[0,U[\"font-size\"]]+\")\"}}),Y.selectAll(\"g>line\").style({stroke:\"black\"})}var J=e.select(\".angular.axis-group\").selectAll(\"g.angular-tick\").data(R),$=J.enter().append(\"g\").classed(\"angular-tick\",!0);J.attr({transform:function(t,e){return\"rotate(\"+l(t,e)+\")\"}}).style({display:h.angularAxis.visible?\"block\":\"none\"}),J.exit().remove(),$.append(\"line\").classed(\"grid-line\",!0).classed(\"major\",function(t,e){return e%(h.minorTicks+1)==0}).classed(\"minor\",function(t,e){return!(e%(h.minorTicks+1)==0)}).style(B),$.selectAll(\".minor\").style({stroke:h.minorTickColor}),J.select(\"line.grid-line\").attr({x1:h.tickLength?b-h.tickLength:0,x2:b}).style({display:h.angularAxis.gridLinesVisible?\"block\":\"none\"}),$.append(\"text\").classed(\"axis-text\",!0).style(U);var Q=J.select(\"text.axis-text\").attr({x:b+h.labelOffset,dy:\".35em\",transform:function(t,e){var r=l(t,e),n=b+h.labelOffset,i=h.angularAxis.tickOrientation;return\"horizontal\"==i?\"rotate(\"+-r+\" \"+n+\" 0)\":\"radial\"==i?270>r&&r>90?\"rotate(180 \"+n+\" 0)\":null:\"rotate(\"+(180>=r&&r>0?-90:90)+\" \"+n+\" 0)\"}}).style({\"text-anchor\":\"middle\",display:h.angularAxis.labelsVisible?\"block\":\"none\"}).text(function(t,e){return e%(h.minorTicks+1)!=0?\"\":M?M[t]+h.angularAxis.ticksSuffix:t+h.angularAxis.ticksSuffix}).style(U);h.angularAxis.rewriteTicks&&Q.text(function(t,e){return e%(h.minorTicks+1)!=0?\"\":h.angularAxis.rewriteTicks(this.textContent,e)});var tt=i.max(N.selectAll(\".angular-tick text\")[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));j.attr({transform:\"translate(\"+[b+tt,h.margin.top]+\")\"});var et=e.select(\"g.geometry-group\").selectAll(\"g\").size()>0,rt=e.select(\"g.geometry-group\").selectAll(\"g.geometry\").data(d);if(rt.enter().append(\"g\").attr({\"class\":function(t,e){return\"geometry geometry\"+e}}),rt.exit().remove(),d[0]||et){var nt=[];d.forEach(function(t,e){var r={};r.radialScale=n,r.angularScale=s,r.container=rt.filter(function(t,r){return r==e}),r.geometry=t.geometry,r.orientation=h.orientation,r.direction=h.direction,r.index=e,nt.push({data:t,geometryConfig:r})});var it=i.nest().key(function(t,e){return\"undefined\"!=typeof t.data.groupId||\"unstacked\"}).entries(nt),ot=[];it.forEach(function(t,e){\"unstacked\"===t.key?ot=ot.concat(t.values.map(function(t,e){return[t]})):ot.push(t.values)}),ot.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,st,lt=e.select(\".guides-group\"),ut=e.select(\".tooltips-group\"),ct=o.tooltipPanel().config({container:ut,fontSize:8})(),ht=o.tooltipPanel().config({container:ut,fontSize:8})(),ft=o.tooltipPanel().config({container:ut,hasTick:!0})();if(!A){var dt=lt.select(\"line\").attr({x1:0,y1:0,y2:0}).style({stroke:\"grey\",\"pointer-events\":\"none\"});N.on(\"mousemove.angular-guide\",function(t,e){var r=o.util.getMousePos(Z).angle;dt.attr({x2:-b,transform:\"rotate(\"+r+\")\"}).style({opacity:.5});var n=(r+180+360-h.orientation)%360;at=s.invert(n);var i=o.util.convertToCartesian(b+12,r+180);ct.text(o.util.round(at)).move([i[0]+_[0],i[1]+_[1]])}).on(\"mouseout.angular-guide\",function(t,e){lt.select(\"line\").style({opacity:0})})}var pt=lt.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});N.on(\"mousemove.radial-guide\",function(t,e){var r=o.util.getMousePos(Z).radius;pt.attr({r:r}).style({opacity:.5}),st=n.invert(o.util.getMousePos(Z).radius);var i=o.util.convertToCartesian(r,h.radialAxis.orientation);ht.text(o.util.round(st)).move([i[0]+_[0],i[1]+_[1]])}).on(\"mouseout.radial-guide\",function(t,e){pt.style({opacity:0}),ft.hide(),ct.hide(),ht.hide()}),e.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",function(t,r){var n=i.select(this),a=n.style(\"fill\"),s=\"black\",l=n.style(\"opacity\")||1;if(n.attr({\"data-opacity\":l}),\"none\"!=a){n.attr({\"data-fill\":a}),s=i.hsl(a).darker().toString(),n.style({fill:s,opacity:1});var u={t:o.util.round(t[0]),r:o.util.round(t[1])};A&&(u.t=M[t[0]]);var c=\"t: \"+u.t+\", r: \"+u.r,h=this.getBoundingClientRect(),f=e.node().getBoundingClientRect(),d=[h.left+h.width/2-G[0]-f.left,h.top+h.height/2-G[1]-f.top];ft.config({color:s}).text(c),ft.move(d)}else a=n.style(\"stroke\"),n.attr({\"data-stroke\":a}),s=i.hsl(a).darker().toString(),n.style({stroke:s,opacity:1})}).on(\"mousemove.tooltip\",function(t,e){return 0!=i.event.which?!1:void(i.select(this).attr(\"data-fill\")&&ft.show())}).on(\"mouseout.tooltip\",function(t,e){ft.hide();var r=i.select(this),n=r.attr(\"data-fill\");n?r.style({fill:n,opacity:r.attr(\"data-opacity\")}):r.style({stroke:r.attr(\"data-stroke\"),opacity:r.attr(\"data-opacity\")})})}),f}var e,r,n,s,l={data:[],layout:{}},u={},c={},h=i.dispatch(\"hover\"),f={};return f.render=function(e){return t(e),this},f.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach(function(t,e){l.data[e]||(l.data[e]={}),a(l.data[e],o.Axis.defaultConfig().data[0]),a(l.data[e],t)}),a(l.layout,o.Axis.defaultConfig().layout),a(l.layout,e.layout),this},f.getLiveConfig=function(){return c},f.getinputConfig=function(){return u},f.radialScale=function(t){return n},f.angularScale=function(t){return s},f.svg=function(){return e},i.rebind(f,h,\"on\"),f},o.Axis.defaultConfig=function(t,e){var r={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:i.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,i=t(n);return[e,i]});return n},o.util.dataFromEquation=function(t,e,r){var n=e||6,o=[],a=[];i.range(0,360+n,n).forEach(function(e,r){var n=e*Math.PI/180,i=t(n);o.push(e),a.push(i)});var s={t:o,r:a};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return i.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 i.zip(t,e).map(function(t,e){return i.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,n=t*Math.cos(r),i=t*Math.sin(r);return[n,i]},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=i.mouse(t.node()),r=e[0],n=e[1],o={};return o.x=r,o.y=n,o.pos=e,o.angle=180*(Math.atan2(n,r)+Math.PI)/Math.PI,o.radius=Math.sqrt(r*r+n*n),o},o.util.duplicatesCount=function(t){for(var e,r={},n={},i=0,o=t.length;o>i;i++)e=t[i],e 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 i=r.slice();r=e,e=i}var o=e.reduce(function(t,e){return\"undefined\"!=typeof t?t[e]:void 0},t);\"undefined\"!=typeof o&&(e.reduce(function(t,r,n){return\"undefined\"!=typeof t?(n===e.length-1&&delete t[r],t[r]):void 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s=t[2]?[t[0],t[1]+t[2]]:t,l=i.svg.symbol().size(e[a].data.dotSize).type(e[a].data.dotType)(t,r);i.select(this).attr({\"class\":\"mark dot\",d:l,transform:function(t,e){var r=o(n(s));return\"translate(\"+[r.x,r.y]+\")\"}})};var f=i.svg.line.radial().interpolate(e[0].data.lineInterpolation).radius(function(e){return t.radialScale(e[1])}).angle(function(e){return t.angularScale(e[0])*Math.PI/180});h.line=function(r,n,o){var a=r[2]?l[o].map(function(t,e){return[t[0],t[1]+t[2]]}):l[o];if(i.select(this).each(h.dot).style({opacity:function(t,r){return+e[o].data.dotVisible},fill:m.stroke(r,n,o)}).attr({\"class\":\"mark dot\"}),!(n>0)){var s=i.select(this.parentNode).selectAll(\"path.line\").data([0]);s.enter().insert(\"path\"),s.attr({\"class\":\"line\",d:f(a),transform:function(e,r){return\"rotate(\"+(t.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return m.fill(r,n,o)},\"fill-opacity\":0,stroke:function(t,e){return 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n={},i=t(\"./subtypes\");n.hasLines=i.hasLines,n.hasMarkers=i.hasMarkers,n.hasText=i.hasText,n.isBubble=i.isBubble,n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.cleanData=t(\"./clean_data\"),n.calc=t(\"./calc\"),n.arraysToCalcdata=t(\"./arrays_to_calcdata\"),n.plot=t(\"./plot\"),n.colorbar=t(\"./colorbar\"),n.style=t(\"./style\"),n.hoverPoints=t(\"./hover\"),n.selectPoints=t(\"./select\"),n.moduleType=\"trace\",n.name=\"scatter\",n.basePlotModule=t(\"../../plots/cartesian\"),n.categories=[\"cartesian\",\"symbols\",\"markerColorscale\",\"errorBarsOK\",\"showLegend\"],n.meta={},e.exports=n},{\"../../plots/cartesian\":600,\"./arrays_to_calcdata\":749,\"./attributes\":750,\"./calc\":751,\"./clean_data\":752,\"./colorbar\":753,\"./defaults\":756,\"./hover\":759,\"./plot\":766,\"./select\":767,\"./style\":768,\"./subtypes\":769}],761:[function(t,e,r){\"use strict\";var 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f=i(l.position,l.delaunayColor,l.delaunayAxis);f.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(f):(f.gl=a,this.delaunayMesh=m(f),this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},A.dispose=function(){this.linePlot&&(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&&(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=f},{\"../../constants/gl3d_dashes\":553,\"../../constants/gl_markers\":554,\"../../lib\":568,\"../../lib/gl_format_color\":566,\"../../lib/str2rgbarray\":580,\"../scatter/make_bubble_size_func\":764,\"./calc_errors\":774,\"delaunay-triangulate\":120,\"gl-error3d\":127,\"gl-line3d\":133,\"gl-mesh3d\":156,\"gl-scatter3d\":199}],776:[function(t,e,r){\"use strict\";function n(t,e,r){var n=0,i=r(\"x\"),o=r(\"y\"),a=r(\"z\");return i&&o&&a&&(n=Math.min(i.length,o.length,a.length),n<i.length&&(e.x=i.slice(0,n)),n<o.length&&(e.y=o.slice(0,n)),n<a.length&&(e.z=a.slice(0,n))),n}var i=t(\"../../lib\"),o=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/text_defaults\"),u=t(\"../../components/errorbars/defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,h){function f(r,n){return i.coerce(t,e,c,r,n)}var d=n(t,e,f);if(!d)return void(e.visible=!1);f(\"text\"),f(\"mode\"),o.hasLines(e)&&(f(\"connectgaps\"),s(t,e,r,h,f)),o.hasMarkers(e)&&a(t,e,r,h,f),o.hasText(e)&&l(t,e,h,f);var p=(e.line||{}).color,v=(e.marker||{}).color;f(\"surfaceaxis\")>=0&&f(\"surfacecolor\",p||v);for(var m=[\"x\",\"y\",\"z\"],g=0;3>g;++g){var y=\"projection.\"+m[g];f(y+\".show\")&&(f(y+\".opacity\"),f(y+\".scale\"))}u(t,e,r,{axis:\"z\"}),u(t,e,r,{axis:\"y\",inherit:\"z\"}),u(t,e,r,{axis:\"x\",inherit:\"z\"})}},{\"../../components/errorbars/defaults\":511,\"../../lib\":568,\"../scatter/line_defaults\":761,\"../scatter/marker_defaults\":765,\"../scatter/subtypes\":769,\"../scatter/text_defaults\":770,\"./attributes\":772}],777:[function(t,e,r){\"use strict\";var n={};n.plot=t(\"./convert\"),n.attributes=t(\"./attributes\"),n.markerSymbols=t(\"../../constants/gl_markers\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"./calc\"),n.moduleType=\"trace\",n.name=\"scatter3d\",n.basePlotModule=t(\"../../plots/gl3d\"),n.categories=[\"gl3d\",\"symbols\",\"markerColorscale\",\"showLegend\"],n.meta={},e.exports=n},{\"../../constants/gl_markers\":554,\"../../plots/gl3d\":628,\n",
       "\"../scatter/colorbar\":753,\"./attributes\":772,\"./calc\":773,\"./convert\":775,\"./defaults\":776}],778:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),o=t(\"../../components/colorscale/color_attributes\"),a=t(\"../../lib/extend\").extendFlat,s=n.marker,l=n.line,u=s.line;e.exports={lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country names\"],dflt:\"ISO-3\"},mode:a({},n.mode,{dflt:\"markers\"}),text:a({},n.text,{}),line:{color:l.color,width:l.width,dash:l.dash},marker:a({},{symbol:s.symbol,opacity:s.opacity,size:s.size,sizeref:s.sizeref,sizemin:s.sizemin,sizemode:s.sizemode,showscale:s.showscale,line:a({},{width:u.width},o(\"marker.line\"))},o(\"marker\")),textfont:n.textfont,textposition:n.textposition,hoverinfo:a({},i.hoverinfo,{flags:[\"lon\",\"lat\",\"location\",\"text\",\"name\"]}),_nestedModules:{\"marker.colorbar\":\"Colorbar\"}}},{\"../../components/colorscale/color_attributes\":491,\"../../lib/extend\":563,\"../../plots/attributes\":590,\"../scatter/attributes\":750}],779:[function(t,e,r){\"use strict\";var n=t(\"../scatter/colorscale_calc\");e.exports=function(t,e){var r=[{x:!1,y:!1,trace:e,t:{}}];return n(e),r}},{\"../scatter/colorscale_calc\":754}],780:[function(t,e,r){\"use strict\";function n(t,e,r){var n,i,o=0,a=r(\"locations\");return 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n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"./calc\"),n.plot=t(\"./plot\").plot,n.moduleType=\"trace\",n.name=\"scattergeo\",n.basePlotModule=t(\"../../plots/geo\"),n.categories=[\"geo\",\"symbols\",\"markerColorscale\",\"showLegend\"],n.meta={},e.exports=n},{\"../../plots/geo\":613,\"../scatter/colorbar\":753,\"./attributes\":778,\"./calc\":779,\"./defaults\":780,\"./plot\":782}],782:[function(t,e,r){\"use strict\";function n(t,e,r){function n(t,n){f(t,e,n,r)}var i=t.marker;if(n(t.text,\"tx\"),n(t.textposition,\"tp\"),t.textfont&&(n(t.textfont.size,\"ts\"),n(t.textfont.color,\"tc\"),n(t.textfont.family,\"tf\")),i&&i.line){var o=i.line;n(i.opacity,\"mo\"),n(i.symbol,\"mx\"),n(i.color,\"mc\"),n(i.size,\"ms\"),n(o.color,\"mlc\"),n(o.width,\"mlw\")}}function i(t){for(var e=t.lon.length,r=new Array(e),n=0;e>n;n++)r[n]=[t.lon[n],t.lat[n]];return{type:\"LineString\",coordinates:r,trace:t}}function o(t,e){function r(e){var r=t.mockAxis;return u.tickText(r,r.c2l(e),\"hover\").text+\"\\xb0\"}var n=e.hoverinfo;if(\"none\"===n)return function(t){delete t.textLabel};var i=\"all\"===n?m.hoverinfo.flags:n.split(\"+\"),o=-1!==i.indexOf(\"location\")&&Array.isArray(e.locations),a=-1!==i.indexOf(\"lon\"),s=-1!==i.indexOf(\"lat\"),l=-1!==i.indexOf(\"text\");return function(t){var n=[];o?n.push(t.location):a&&s?n.push(\"(\"+r(t.lon)+\", \"+r(t.lat)+\")\"):a?n.push(\"lon: \"+r(t.lon)):s&&n.push(\"lat: \"+r(t.lat)),l&&n.push(t.tx||e.text),t.textLabel=n.join(\"<br>\")}}function a(t){var e=Array.isArray(t.locations);return function(r,n){return{points:[{data:t._input,fullData:t,curveNumber:t.index,pointNumber:n,lon:r.lon,lat:r.lat,location:e?r.location:null}]}}}var s=t(\"d3\"),l=t(\"../../plots/cartesian/graph_interact\"),u=t(\"../../plots/cartesian/axes\"),c=t(\"../../lib/topojson_utils\").getTopojsonFeatures,h=t(\"../../lib/geo_location_utils\").locationToFeature,f=t(\"../../lib/array_to_calc_item\"),d=t(\"../../components/color\"),p=t(\"../../components/drawing\"),v=t(\"../scatter/subtypes\"),m=t(\"./attributes\"),g=e.exports={};g.calcGeoJSON=function(t,e){var r,i,o,a,s=[],l=Array.isArray(t.locations);l?(a=t.locations,r=a.length,i=c(t,e),o=function(t,e){var r=h(t.locationmode,a[e],i);return void 0!==r?r.properties.ct:void 0}):(r=t.lon.length,o=function(t,e){return[t.lon[e],t.lat[e]]});for(var u=0;r>u;u++){var f=o(t,u);if(f){var d={lon:f[0],lat:f[1],location:l?t.locations[u]:null};n(t,d,u),s.push(d)}}return s.length>0&&(s[0].trace=t),s},g.plot=function(t,e){var r=t.framework.select(\".scattergeolayer\").selectAll(\"g.trace.scattergeo\").data(e,function(t){return t.uid});r.enter().append(\"g\").attr(\"class\",\"trace 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h=g.calcGeoJSON(e,t.topojson),f=o(t,e),d=a(e),p=e.hoverinfo,m=\"all\"===p||-1!==p.indexOf(\"name\"),y=null;u&&i.selectAll(\"path.point\").data(h).enter().append(\"path\").classed(\"point\",!0).on(\"mouseover\",r).on(\"click\",n).on(\"mouseout\",function(){l.loneUnhover(t.hoverContainer),t.graphDiv.emit(\"plotly_unhover\",y)}).on(\"mousedown\",function(){l.loneUnhover(t.hoverContainer)}).on(\"mouseup\",r),c&&i.selectAll(\"g\").data(h).enter().append(\"g\").append(\"text\")}}),g.style(t)},g.style=function(t){var e=t.framework.selectAll(\"g.trace.scattergeo\");e.style(\"opacity\",function(t){return t.opacity}),e.each(function(t){s.select(this).selectAll(\"path.point\").call(p.pointStyle,t),s.select(this).selectAll(\"text\").call(p.textPointStyle,t)}),e.selectAll(\"path.js-line\").style(\"fill\",\"none\").each(function(t){var e=t.trace,r=e.line||{};s.select(this).call(d.stroke,r.color).call(p.dashLine,r.dash||\"\",r.width||0)})}},{\"../../components/color\":483,\"../../components/drawing\":506,\"../../lib/array_to_calc_item\":559,\"../../lib/geo_location_utils\":565,\"../../lib/topojson_utils\":582,\"../../plots/cartesian/axes\":592,\"../../plots/cartesian/graph_interact\":599,\"../scatter/subtypes\":769,\"./attributes\":778,d3:119}],783:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/color_attributes\"),o=t(\"../../constants/gl2d_dashes\"),a=t(\"../../constants/gl_markers\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../lib/extend\").extendDeep,u=n.line,c=n.marker,h=c.line;e.exports={x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,text:s({},n.text,{}),mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\"],extras:[\"none\"]},line:{color:u.color,width:u.width,dash:{valType:\"enumerated\",values:Object.keys(o),dflt:\"solid\"}},marker:l({},i(\"marker\"),{symbol:{valType:\"enumerated\",values:Object.keys(a),dflt:\"circle\",arrayOk:!0},size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,opacity:c.opacity,showscale:c.showscale,line:l({},i(\"marker.line\"),{width:h.width})}),connectgaps:n.connectgaps,fill:s({},n.fill,{values:[\"none\",\"tozeroy\",\"tozerox\"]}),fillcolor:n.fillcolor,_nestedModules:{error_x:\"ErrorBars\",error_y:\"ErrorBars\",\"marker.colorbar\":\"Colorbar\"}}},{\"../../components/colorscale/color_attributes\":491,\"../../constants/gl2d_dashes\":552,\"../../constants/gl_markers\":554,\"../../lib/extend\":563,\"../scatter/attributes\":750}],784:[function(t,e,r){\"use 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D,O=w(t),F=t.marker,j=F.opacity,N=t.opacity,B=s(F,j,N,x),U=z(F.symbol,x),V=S(F.line.width,x),q=s(F.line,j,N,x);for(R=i(O,F.size,x),c=0;T>c;++c)for(D=_[c],this.scatterOptions.sizes[c]=4*R[D],this.scatterOptions.glyphs[c]=U[D],this.scatterOptions.borderWidths[c]=.5*V[D],h=0;4>h;++h)this.scatterOptions.colors[4*c+h]=B[4*D+h],this.scatterOptions.borderColors[4*c+h]=q[4*D+h];this.fancyScatter.update(this.scatterOptions)}else this.scatterOptions.positions=new Float32Array(0),this.scatterOptions.glyphs=[],this.fancyScatter.update(this.scatterOptions);this.scatterOptions.positions=new Float32Array(0),this.scatterOptions.glyphs=[],this.scatter.update(this.scatterOptions),this.expandAxesFancy(a,l,R)},E.updateLines=function(t,e){var r;if(this.hasLines){var n=e;if(!t.connectgaps){var i=0,o=this.xData,s=this.yData;for(n=new Float32Array(2*o.length),r=0;r<o.length;++r)n[i++]=o[r],n[i++]=s[r]}this.lineOptions.positions=n;var l=a(t.line.color,t.opacity,1),u=Math.round(.5*this.lineOptions.width),c=(A[t.line.dash]||[1]).slice();for(r=0;r<c.length;++r)c[r]*=u;switch(t.fill){case\"tozeroy\":this.lineOptions.fill=[!1,!0,!1,!1];break;case\"tozerox\":this.lineOptions.fill=[!0,!1,!1,!1];break;default:this.lineOptions.fill=[!1,!1,!1,!1]}var h=b(t.fillcolor);this.lineOptions.color=l,this.lineOptions.width=2*t.line.width,this.lineOptions.dashes=c,this.lineOptions.fillColor=[h,h,h,h]}else this.lineOptions.positions=new Float32Array(0);this.line.update(this.lineOptions)},E.updateError=function(t,e,r,n){var i=this[\"error\"+t],o=e[\"error_\"+t.toLowerCase()],s=this[\"error\"+t+\"Options\"];\"x\"===t.toLowerCase()&&o.copy_ystyle&&(o=e.error_y),this[\"hasError\"+t]?(s.positions=r,s.errors=n,s.capSize=o.width,s.lineWidth=o.thickness/2,s.color=a(o.color,1,1)):s.positions=new Float32Array(0),i.update(s)},E.expandAxesFast=function(t,e){for(var r,n,i,o=e||10,a=0;2>a;a++)r=this.scene[T[a]],n=r._min,n||(n=[]),n.push({val:t[a],pad:o}),i=r._max,i||(i=[]),i.push({val:t[a+2],pad:o})},E.expandAxesFancy=function(t,e,r){var n=this.scene,i={padded:!0,ppad:r};g.expand(n.xaxis,t,i),g.expand(n.yaxis,e,i)},E.dispose=function(){this.line.dispose(),this.errorX.dispose(),this.errorY.dispose(),this.scatter.dispose(),this.fancyScatter.dispose()},e.exports=c},{\"../../components/errorbars\":512,\"../../constants/gl2d_dashes\":552,\"../../constants/gl_markers\":554,\"../../lib\":568,\"../../lib/gl_format_color\":566,\"../../lib/str2rgbarray\":580,\"../../plots/cartesian/axes\":592,\"../scatter/get_trace_color\":758,\"../scatter/make_bubble_size_func\":764,\"../scatter/subtypes\":769,\"fast-isnumeric\":123,\"gl-error2d\":125,\"gl-line2d\":131,\"gl-scatter2d\":196,\"gl-scatter2d-fancy\":191}],785:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/constants\"),o=t(\"../scatter/subtypes\"),a=t(\"../scatter/xy_defaults\"),s=t(\"../scatter/marker_defaults\"),l=t(\"../scatter/line_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),c=t(\"../../components/errorbars/defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function d(r,i){return n.coerce(t,e,h,r,i)}var p=a(t,e,d);return p?(d(\"text\"),d(\"mode\",p<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),o.hasLines(e)&&(d(\"connectgaps\"),l(t,e,r,f,d)),o.hasMarkers(e)&&s(t,e,r,f,d),d(\"fill\"),\"none\"!==e.fill&&u(t,e,r,d),c(t,e,r,{axis:\"y\"}),void c(t,e,r,{axis:\"x\",inherit:\"y\"})):void(e.visible=!1)}},{\"../../components/errorbars/defaults\":511,\"../../lib\":568,\"../scatter/constants\":755,\"../scatter/fillcolor_defaults\":757,\"../scatter/line_defaults\":761,\"../scatter/marker_defaults\":765,\"../scatter/subtypes\":769,\"../scatter/xy_defaults\":771,\"./attributes\":783}],786:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"../scatter3d/calc\"),n.plot=t(\"./convert\"),n.moduleType=\"trace\",n.name=\"scattergl\",n.basePlotModule=t(\"../../plots/gl2d\"),n.categories=[\"gl2d\",\"symbols\",\"errorBarsOK\",\"markerColorscale\",\"showLegend\"],n.meta={},e.exports=n},{\"../../plots/gl2d\":625,\"../scatter/colorbar\":753,\"../scatter3d/calc\":773,\"./attributes\":783,\"./convert\":784,\"./defaults\":785}],787:[function(t,e,r){\"use strict\";var n=t(\"../scattergeo/attributes\"),i=t(\"../scatter/attributes\"),o=t(\"../../plots/mapbox/layout_attributes\"),a=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=n.line,u=n.marker;e.exports={lon:n.lon,lat:n.lat,mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],dflt:\"markers\",extras:[\"none\"]},text:s({},i.text,{}),line:{color:l.color,width:l.width,dash:l.dash},connectgaps:i.connectgaps,marker:{symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},opacity:s({},u.opacity,{arrayOk:!1}),size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,color:u.color,colorscale:u.colorscale,cauto:u.cauto,cmax:u.cmax,cmin:u.cmin,autocolorscale:u.autocolorscale,reversescale:u.reversescale,showscale:u.showscale},fill:{valType:\"enumerated\",values:[\"none\",\"toself\"],dflt:\"none\"},fillcolor:i.fillcolor,textfont:o.layers.symbol.textfont,textposition:o.layers.symbol.textposition,hoverinfo:s({},a.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),_nestedModules:{\"marker.colorbar\":\"Colorbar\"}}},{\"../../lib/extend\":563,\"../../plots/attributes\":590,\"../../plots/mapbox/layout_attributes\":645,\"../scatter/attributes\":750,\"../scattergeo/attributes\":778}],788:[function(t,e,r){\"use 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y}},{\"../../components/colorscale/has_colorscale\":496,\"../../components/colorscale/make_scale_function\":500,\"../../lib\":568,\"../scatter/colorscale_calc\":754,\"../scatter/make_bubble_size_func\":764,\"../scatter/subtypes\":769,\"fast-isnumeric\":123}],789:[function(t,e,r){\"use strict\";function n(){return{geojson:i(),layout:{visibility:\"none\"},paint:{}}}function i(){return{type:\"Point\",coordinates:[]}}function o(t,e){return{type:\"Polygon\",coordinates:e}}function a(t,e){return{type:\"MultiLineString\",coordinates:e}}function s(t,e){function r(t,r,n,i){void 0===e[r][n]&&(e[r][n]=i),t[r]=e[r][n]}for(var n=t[0].trace,i=n.marker,o=Array.isArray(i.color),a=Array.isArray(i.size),s=[],l=0;l<t.length;l++){var u=t[l],c={};o&&r(c,g,u.mcc,l),a&&r(c,y,u.mrc,l),s.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:u.lonlat},properties:c})}return{type:\"FeatureCollection\",features:s}}function l(t){for(var e=t[0].trace,r=e.marker||{},n=r.symbol,i=e.text,o=\"circle\"!==n?f(n):d,a=v.hasText(e)?f(i):d,s=[],l=0;l<t.length;l++){var u=t[l];s.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:u.lonlat},properties:{symbol:o(u.mx),text:a(u.tx)}})}return{type:\"FeatureCollection\",features:s}}function u(t,e){var r,n=t.marker;if(Array.isArray(n.color)){for(var i=Object.keys(e[g]),o=[],a=0;a<i.length;a++){var s=i[a];o.push([e[g][s],s])}r={property:g,stops:o}}else r=n.color;return r}function c(t,e){var r,n=t.marker;if(Array.isArray(n.size)){for(var i=Object.keys(e[y]),o=[],a=0;a<i.length;a++){var s=i[a];o.push([e[y][s],+s])}o.sort(function(t,e){return t[0]-e[0]}),r={property:y,stops:o}}else r=n.size/2;return r}function h(t){for(var e=t[0].trace,r=e.connectgaps,n=[],i=[],o=0;o<t.length;o++){var a=t[o];i.push(a.lonlat),!r&&a.gapAfter&&i.length>0&&(n.push(i),i=[])}return n.push(i),n}function f(t){return Array.isArray(t)?function(t){return t}:t?function(){return t}:d}function d(){return\"\"}var 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S={};S[g]={},S[y]={},k.geojson=s(t,S),k.layout.visibility=\"visible\",p.extendFlat(k.paint,{\"circle-opacity\":e.opacity*e.marker.opacity,\"circle-color\":u(e,S),\"circle-radius\":c(e,S)})}if((_||b)&&(A.geojson=l(t),p.extendFlat(A.layout,{visibility:\"visible\",\"icon-image\":\"{symbol}-15\",\"text-field\":\"{text}\"}),_&&(p.extendFlat(A.layout,{\"icon-size\":e.marker.size/10}),p.extendFlat(A.paint,{\"icon-opacity\":e.opacity*e.marker.opacity,\"icon-color\":e.marker.color})),b)){var L=(e.marker||{}).size,z=m(e.textposition,L);p.extendFlat(A.layout,{\"text-size\":e.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset}),p.extendFlat(A.paint,{\"text-color\":e.textfont.color,\"text-opacity\":e.opacity})}return T}},{\"../../lib\":568,\"../../plots/mapbox/convert_text_opts\":642,\"../scatter/subtypes\":769}],790:[function(t,e,r){\"use strict\";function n(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],o=Math.min(n.length,i.length);return 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n(t,e){this.mapbox=t,this.map=t.map,this.uid=e,this.idSourceFill=e+\"-source-fill\",this.idSourceLine=e+\"-source-line\",this.idSourceCircle=e+\"-source-circle\",this.idSourceSymbol=e+\"-source-symbol\",this.idLayerFill=e+\"-layer-fill\",this.idLayerLine=e+\"-layer-line\",this.idLayerCircle=e+\"-layer-circle\",this.idLayerSymbol=e+\"-layer-symbol\",this.sourceFill=t.createGeoJSONSource(),this.map.addSource(this.idSourceFill,this.sourceFill),this.sourceLine=t.createGeoJSONSource(),this.map.addSource(this.idSourceLine,this.sourceLine),this.sourceCircle=t.createGeoJSONSource(),this.map.addSource(this.idSourceCircle,this.sourceCircle),this.sourceSymbol=t.createGeoJSONSource(),this.map.addSource(this.idSourceSymbol,this.sourceSymbol),this.map.addLayer({id:this.idLayerFill,source:this.idSourceFill,type:\"fill\"}),this.map.addLayer({id:this.idLayerLine,source:this.idSourceLine,type:\"line\"}),this.map.addLayer({id:this.idLayerCircle,source:this.idSourceCircle,type:\"circle\"}),this.map.addLayer({id:this.idLayerSymbol,source:this.idSourceSymbol,type:\"symbol\"})}function 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t=this.map;t.removeLayer(this.idLayerFill),t.removeLayer(this.idLayerLine),t.removeLayer(this.idLayerCircle),t.removeLayer(this.idLayerSymbol),t.removeSource(this.idSourceFill),t.removeSource(this.idSourceLine),t.removeSource(this.idSourceCircle),t.removeSource(this.idSourceSymbol)},e.exports=function(t,e){var r=e[0].trace,i=new n(t,r.uid);return i.update(e),i}},{\"./convert\":789}],794:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),o=t(\"../../components/colorscale/color_attributes\"),a=t(\"../../lib/extend\").extendFlat,s=n.marker,l=n.line,u=s.line;e.exports={a:{valType:\"data_array\"},b:{valType:\"data_array\"},c:{valType:\"data_array\"},sum:{valType:\"number\",dflt:0,min:0},mode:a({},n.mode,{dflt:\"markers\"}),text:a({},n.text,{}),line:{color:l.color,width:l.width,dash:l.dash,shape:a({},l.shape,{values:[\"linear\",\"spline\"]}),smoothing:l.smoothing},connectgaps:n.connectgaps,fill:a({},n.fill,{values:[\"none\",\"toself\",\"tonext\"]}),fillcolor:n.fillcolor,marker:a({},{symbol:s.symbol,opacity:s.opacity,maxdisplayed:s.maxdisplayed,size:s.size,sizeref:s.sizeref,sizemin:s.sizemin,sizemode:s.sizemode,showscale:s.showscale,line:a({},{width:u.width},o(\"marker\".line))},o(\"marker\")),textfont:n.textfont,textposition:n.textposition,hoverinfo:a({},i.hoverinfo,{flags:[\"a\",\"b\",\"c\",\"text\",\"name\"]}),hoveron:n.hoveron,_nestedModules:{\"marker.colorbar\":\"Colorbar\"}}},{\"../../components/colorscale/color_attributes\":491,\"../../lib/extend\":563,\"../../plots/attributes\":590,\"../scatter/attributes\":750}],795:[function(t,e,r){\"use 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E&&o.mergeArray(E,A,\"ms\"),A}},{\"../../lib\":568,\"../../plots/cartesian/axes\":592,\"../scatter/colorscale_calc\":754,\"../scatter/subtypes\":769,\"fast-isnumeric\":123}],796:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/constants\"),o=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),u=t(\"../scatter/text_defaults\"),c=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function d(r,i){return n.coerce(t,e,h,r,i)}var p,v=d(\"a\"),m=d(\"b\"),g=d(\"c\");if(v?(p=v.length,m?(p=Math.min(p,m.length),g&&(p=Math.min(p,g.length))):p=g?Math.min(p,g.length):0):m&&g&&(p=Math.min(m.length,g.length)),!p)return void(e.visible=!1);v&&p<v.length&&(e.a=v.slice(0,p)),m&&p<m.length&&(e.b=m.slice(0,p)),g&&p<g.length&&(e.c=g.slice(0,p)),d(\"sum\"),d(\"text\");var y=p<i.PTS_LINESONLY?\"lines+markers\":\"lines\";d(\"mode\",y),o.hasLines(e)&&(s(t,e,r,f,d),l(t,e,d),d(\"connectgaps\")),o.hasMarkers(e)&&a(t,e,r,f,d),o.hasText(e)&&u(t,e,f,d);var b=[];(o.hasMarkers(e)||o.hasText(e))&&(d(\"marker.maxdisplayed\"),b.push(\"points\")),d(\"fill\"),\"none\"!==e.fill&&(c(t,e,r,d),o.hasLines(e)||l(t,e,d)),d(\"hoverinfo\",1===f._dataLength?\"a+b+c+text\":void 0),\"tonext\"!==e.fill&&\"toself\"!==e.fill||b.push(\"fills\"),d(\"hoveron\",b.join(\"+\")||\"points\")}},{\"../../lib\":568,\"../scatter/constants\":755,\"../scatter/fillcolor_defaults\":757,\"../scatter/line_defaults\":761,\"../scatter/line_shape_defaults\":763,\"../scatter/marker_defaults\":765,\"../scatter/subtypes\":769,\"../scatter/text_defaults\":770,\"./attributes\":794}],797:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),i=t(\"../../plots/cartesian/axes\");\n",
       "e.exports=function(t,e,r,o){function a(t,e){g.push(t._hovertitle+\": \"+i.tickText(t,e,\"hover\").text)}var s=n(t,e,r,o);if(s&&s[0].index!==!1){var l=s[0];if(void 0===l.index){var u=1-l.y0/t.ya._length,c=t.xa._length,h=c*u/2,f=c-h;return l.x0=Math.max(Math.min(l.x0,f),h),l.x1=Math.max(Math.min(l.x1,f),h),s}var d=l.cd[l.index];l.a=d.a,l.b=d.b,l.c=d.c,l.xLabelVal=void 0,l.yLabelVal=void 0;var p=l.trace,v=p._ternary,m=p.hoverinfo.split(\"+\"),g=[];return-1!==m.indexOf(\"all\")&&(m=[\"a\",\"b\",\"c\"]),-1!==m.indexOf(\"a\")&&a(v.aaxis,d.a),-1!==m.indexOf(\"b\")&&a(v.baxis,d.b),-1!==m.indexOf(\"c\")&&a(v.caxis,d.c),l.extraText=g.join(\"<br>\"),s}}},{\"../../plots/cartesian/axes\":592,\"../scatter/hover\":759}],798:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"./calc\"),n.plot=t(\"./plot\"),n.style=t(\"./style\"),n.hoverPoints=t(\"./hover\"),n.selectPoints=t(\"./select\"),n.moduleType=\"trace\",n.name=\"scatterternary\",n.basePlotModule=t(\"../../plots/ternary\"),n.categories=[\"ternary\",\"symbols\",\"markerColorscale\",\"showLegend\"],n.meta={},e.exports=n},{\"../../plots/ternary\":655,\"../scatter/colorbar\":753,\"./attributes\":794,\"./calc\":795,\"./defaults\":796,\"./hover\":797,\"./plot\":799,\"./select\":800,\"./style\":801}],799:[function(t,e,r){\"use strict\";var n=t(\"../scatter/plot\");e.exports=function(t,e){var r=t.plotContainer;r.select(\".scatterlayer\").selectAll(\"*\").remove();for(var i={x:function(){return t.xaxis},y:function(){return t.yaxis},plot:r},o=new Array(e.length),a=t.graphDiv.calcdata,s=0;s<a.length;s++){var l=e.indexOf(a[s][0].trace);-1!==l&&(o[l]=a[s],e[l]._ternary=t)}n(t.graphDiv,i,o)}},{\"../scatter/plot\":766}],800:[function(t,e,r){\"use strict\";var n=t(\"../scatter/select\");e.exports=function(t,e){var r=n(t,e);if(r){var i,o,a,s=t.cd;for(a=0;a<r.length;a++)i=r[a],o=s[i.pointNumber],i.a=o.a,i.b=o.b,i.c=o.c,delete i.x,delete i.y;return r}}},{\"../scatter/select\":767}],801:[function(t,e,r){\"use strict\";var n=t(\"../scatter/style\");e.exports=function(t){for(var e=t._fullLayout._modules,r=0;r<e.length;r++)if(\"scatter\"===e[r].name)return;n(t)}},{\"../scatter/style\":768}],802:[function(t,e,r){\"use strict\";function n(t){return{valType:\"boolean\",dflt:!1}}function i(t){return{show:{valType:\"boolean\",dflt:!1},project:{x:n(\"x\"),y:n(\"y\"),z:n(\"z\")},color:{valType:\"color\",dflt:o.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:o.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var o=t(\"../../components/color\"),a=t(\"../../components/colorscale/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports={z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"data_array\"},surfacecolor:{valType:\"data_array\"},cauto:a.zauto,cmin:a.zmin,cmax:a.zmax,colorscale:a.colorscale,autocolorscale:s({},a.autocolorscale,{dflt:!1}),reversescale:a.reversescale,showscale:a.showscale,contours:{x:i(\"x\"),y:i(\"y\"),z:i(\"z\")},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},_nestedModules:{colorbar:\"Colorbar\"},_deprecated:{zauto:s({},a.zauto,{}),zmin:s({},a.zmin,{}),zmax:s({},a.zmax,{})}}},{\"../../components/color\":483,\"../../components/colorscale/attributes\":489,\"../../lib/extend\":563}],803:[function(t,e,r){\"use 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t[1]}))).filllevels({start:h,end:f,size:(f-h)/254}).options(r.colorbar)()}},{\"../../components/colorbar/draw\":486,\"../../components/colorscale/get_scale\":495,\"../../lib\":568,\"../../plots/plots\":648,d3:119,\"fast-isnumeric\":123}],805:[function(t,e,r){\"use strict\";function n(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.dataScale=1}function i(t,e){return void 0===e&&(e=1),t.map(function(t){var r=t[0],n=d(t[1]),i=n.toRgb();return{index:r,rgb:[i.r,i.g,i.b,e]}})}function o(t){var e=t.shape,r=[e[0]+2,e[1]+2],n=u(new Float32Array(r[0]*r[1]),r);return f.assign(n.lo(1,1).hi(e[0],e[1]),t),f.assign(n.lo(1).hi(e[0],1),t.hi(e[0],1)),f.assign(n.lo(1,r[1]-1).hi(e[0],1),t.lo(0,e[1]-1).hi(e[0],1)),f.assign(n.lo(0,1).hi(1,e[1]),t.hi(1)),f.assign(n.lo(r[0]-1,1).hi(1,e[1]),t.lo(e[0]-1)),n.set(0,0,t.get(0,0)),n.set(0,r[1]-1,t.get(0,e[1]-1)),n.set(r[0]-1,0,t.get(e[0]-1,0)),n.set(r[0]-1,r[1]-1,t.get(e[0]-1,e[1]-1)),n}function a(t){var e=Math.max(t[0].shape[0],t[0].shape[1]);if(v>e){for(var r=v/e,n=[0|Math.floor(t[0].shape[0]*r+1),0|Math.floor(t[0].shape[1]*r+1)],i=n[0]*n[1],a=0;a<t.length;++a){var s=o(t[a]),l=u(new Float32Array(i),n);c(l,s,[r,0,0,0,r,0,0,0,1]),t[a]=l}return r}return 1}function s(t,e){var r=t.glplot.gl,i=l({gl:r}),o=new n(t,i,e.uid);return o.update(e),t.glplot.add(i),o}var l=t(\"gl-surface3d\"),u=t(\"ndarray\"),c=t(\"ndarray-homography\"),h=t(\"ndarray-fill\"),f=t(\"ndarray-ops\"),d=t(\"tinycolor2\"),p=t(\"../../lib/str2rgbarray\"),v=128,m=n.prototype;m.handlePick=function(t){if(t.object===this.surface){var e=[Math.min(0|Math.round(t.data.index[0]/this.dataScale-1),this.data.z[0].length-1),Math.min(0|Math.round(t.data.index[1]/this.dataScale-1),this.data.z.length-1)],r=[0,0,0];Array.isArray(this.data.x[0])?r[0]=this.data.x[e[1]][e[0]]:r[0]=this.data.x[e[0]],Array.isArray(this.data.y[0])?r[1]=this.data.y[e[1]][e[0]]:r[1]=this.data.y[e[1]],r[2]=this.data.z[e[1]][e[0]],t.traceCoordinate=r;var n=this.scene.fullSceneLayout;t.dataCoordinate=[n.xaxis.d2l(r[0])*this.scene.dataScale[0],n.yaxis.d2l(r[1])*this.scene.dataScale[1],n.zaxis.d2l(r[2])*this.scene.dataScale[2]];var i=this.data.text;return i&&i[e[1]]&&void 0!==i[e[1]][e[0]]?t.textLabel=i[e[1]][e[0]]:t.textLabel=\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}},m.setContourLevels=function(){for(var t=[[],[],[]],e=!1,r=0;3>r;++r)this.showContour[r]&&(e=!0,t[r]=this.scene.contourLevels[r]);e&&this.surface.update({levels:t})},m.update=function(t){var e,r=this.scene,n=r.fullSceneLayout,o=this.surface,s=t.opacity,l=i(t.colorscale,s),c=t.z,f=t.x,d=t.y,v=n.xaxis,m=n.yaxis,g=n.zaxis,y=r.dataScale,b=c[0].length,x=c.length,_=[u(new Float32Array(b*x),[b,x]),u(new Float32Array(b*x),[b,x]),u(new Float32Array(b*x),[b,x])],w=_[0],M=_[1],k=r.contourLevels;this.data=t,h(_[2],function(t,e){return g.d2l(c[e][t])*y[2]}),Array.isArray(f[0])?h(w,function(t,e){return v.d2l(f[e][t])*y[0]}):h(w,function(t){return v.d2l(f[t])*y[0]}),Array.isArray(d[0])?h(M,function(t,e){return m.d2l(d[e][t])*y[1]}):h(M,function(t,e){return m.d2l(d[e])*y[1]});var A={colormap:l,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],opacity:1};if(A.intensityBounds=[t.cmin,t.cmax],t.surfacecolor){var T=u(new Float32Array(b*x),[b,x]);h(T,function(e,r){return t.surfacecolor[r][e]}),_.push(T)}else A.intensityBounds[0]*=y[2],A.intensityBounds[1]*=y[2];this.dataScale=a(_),t.surfacecolor&&(A.intensity=_.pop()),\"opacity\"in t&&t.opacity<1&&(A.opacity=.25*t.opacity);var E=[!0,!0,!0],S=[\"x\",\"y\",\"z\"];for(e=0;3>e;++e){var L=t.contours[S[e]];E[e]=L.highlight,A.showContour[e]=L.show||L.highlight,A.showContour[e]&&(A.contourProject[e]=[L.project.x,L.project.y,L.project.z],L.show?(this.showContour[e]=!0,A.levels[e]=k[e],o.highlightColor[e]=A.contourColor[e]=p(L.color),L.usecolormap?o.highlightTint[e]=A.contourTint[e]=0:o.highlightTint[e]=A.contourTint[e]=1,A.contourWidth[e]=L.width):this.showContour[e]=!1,L.highlight&&(A.dynamicColor[e]=p(L.highlightcolor),A.dynamicWidth[e]=L.highlightwidth))}A.coords=_,o.update(A),o.visible=t.visible,o.enableDynamic=E,o.snapToData=!0,\"lighting\"in t&&(o.ambientLight=t.lighting.ambient,o.diffuseLight=t.lighting.diffuse,o.specularLight=t.lighting.specular,o.roughness=t.lighting.roughness,o.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(o.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),s&&1>s&&(o.supportsTransparency=!0)},m.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=s},{\"../../lib/str2rgbarray\":580,\"gl-surface3d\":227,ndarray:433,\"ndarray-fill\":426,\"ndarray-homography\":431,\"ndarray-ops\":432,tinycolor2:454}],806:[function(t,e,r){\"use strict\";function n(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}var i=t(\"../../lib\"),o=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,a,r,n)}var u,c,h=l(\"z\");if(!h)return void(e.visible=!1);var f=h[0].length,d=h.length;if(l(\"x\"),l(\"y\"),!Array.isArray(e.x))for(e.x=[],u=0;f>u;++u)e.x[u]=u;if(l(\"text\"),!Array.isArray(e.y))for(e.y=[],u=0;d>u;++u)e.y[u]=u;[\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"hidesurface\",\"opacity\"].forEach(function(t){l(t)});var p=l(\"surfacecolor\");l(\"colorscale\");var v=[\"x\",\"y\",\"z\"];for(u=0;3>u;++u){var m=\"contours.\"+v[u],g=l(m+\".show\"),y=l(m+\".highlight\");if(g||y)for(c=0;3>c;++c)l(m+\".project.\"+v[c]);g&&(l(m+\".color\"),l(m+\".width\"),l(m+\".usecolormap\")),y&&(l(m+\".highlightcolor\"),l(m+\".highlightwidth\"))}p||(n(t,\"zmin\",\"cmin\"),n(t,\"zmax\",\"cmax\"),n(t,\"zauto\",\"cauto\")),o(t,e,s,l,{prefix:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/defaults\":493,\"../../lib\":568,\"./attributes\":802}],807:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"./colorbar\"),n.calc=t(\"./calc\"),n.plot=t(\"./convert\"),n.moduleType=\"trace\",n.name=\"surface\",n.basePlotModule=t(\"../../plots/gl3d\"),n.categories=[\"gl3d\",\"noOpacity\"],n.meta={},e.exports=n},{\"../../plots/gl3d\":628,\"./attributes\":802,\"./calc\":803,\"./colorbar\":804,\"./convert\":805,\"./defaults\":806}]},{},[12])(12)});\n",
       "});require(['plotly'], function(Plotly) {window.Plotly = Plotly;});}</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "sns.set_style('whitegrid')\n",
    "%matplotlib inline\n",
    "\n",
    "# Optional Plotly Method Imports\n",
    "import plotly\n",
    "import cufflinks as cf\n",
    "cf.go_offline()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a line plot showing Close price for each bank for the entire index of time. (Hint: Try using a for loop, or use [.xs](http://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.xs.html) to get a cross section of the data.)**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x116137748>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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0vPbaawQFBbFmzRrWrl2LRqPBYrHw+OOPO6ZpuxiSDIs65+Pm7djeffZAA0Yi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76F3qHXIMkyzdoUMSNLszbFzOijFKeeQVVNwjDAbZWIp1djpvpId2wgmRukMPE0vtcg8FoYiW7i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\nfLhpAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11f249f28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for tick in tickers:\n",
    "    bank_stocks[tick]['Close'].plot(figsize=(12,4),label=tick)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x11f7bd908>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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5558ZNWpUrcrmEEo9T22eKvHijStmCr2kz6CG/Sqda0Sb++nXNLo6xbMJZ6XlR2mq0AGu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\nLiAso25hYWFxAWEZdQsLC4sLiP8PzFYJB23ERckAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11f8ed898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bank_stocks.xs(key='Close',axis=1,level='Stock Info').plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\"#F6F6F6\", \"gridcolor\": \"#F6F6F6\", \"title\": \"\"}}, {\"linkText\": \"Export to plot.ly\", \"showLink\": true})});</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plotly\n",
    "bank_stocks.xs(key='Close',axis=1,level='Stock Info').iplot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Moving Averages\n",
    "\n",
    "Let's analyze the moving averages for these stocks in the year 2008. \n",
    "\n",
    "** Plot the rolling 30 day average against the Close Price for Bank Of America's stock for the year 2008**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x11f966cf8>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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qX9t37QDATTl827UN9e+7rgzntbWRNQ59w319MLzXOJzX1pkuA9/WOl4AdDrd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Z9+uXiH2rK7eeDrnHPOOZcEe7TpybCOg5haOoPPSybvlucs27iOxyc8S3Z6Ft8dcgq9C7tTsnYp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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11f979ef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12,6))\n",
    "BAC['Close'].ix['2008-01-01':'2009-01-01'].rolling(window=30).mean().plot(label='30 Day Avg')\n",
    "BAC['Close'].ix['2008-01-01':'2009-01-01'].plot(label='BAC CLOSE')\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Create a heatmap of the correlation between the stocks Close Price.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x12045e2b0>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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crgoxM6hJPfrE1eH3AgvP/5LOsptbe5bxtQKbnfCgkn+DUV8Sc2aBhWWb05jT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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x11f791550>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.heatmap(bank_stocks.xs(key='Close',axis=1,level='Stock Info').corr(),annot=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Optional: Use seaborn's clustermap to cluster the correlations together:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.matrix.ClusterGrid at 0x1204755c0>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Msgp+s3AR5fUpeufksH5ODvWpFKlUiopUipxEIlPlp82UMJedttwMgOGDBzCz2WhyXm4O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\nGO4S5E8od2Fr2LBh4S6h1JSX0CgiIlKR6TCiiIi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      "text/plain": [
       "<matplotlib.figure.Figure at 0x1204756a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.clustermap(bank_stocks.xs(key='Close',axis=1,level='Stock Info').corr(),annot=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div id=\"cd675226-5ff3-46c8-a25f-4729aed35959\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"cd675226-5ff3-46c8-a25f-4729aed35959\", [{\"colorscale\": [[0.0, \"rgb(165,0,38)\"], [0.1, \"rgb(215,48,39)\"], [0.2, \"rgb(244,109,67)\"], [0.3, \"rgb(253,174,97)\"], [0.4, \"rgb(254,224,144)\"], [0.5, \"rgb(255,255,191)\"], [0.6, \"rgb(224,243,248)\"], [0.7, \"rgb(171,217,233)\"], [0.8, \"rgb(116,173,209)\"], [0.9, \"rgb(69,117,180)\"], [1.0, \"rgb(49,54,149)\"]], \"y\": [\"BAC\", \"C\", \"GS\", \"JPM\", \"MS\", \"WFC\"], \"x\": [\"BAC\", \"C\", \"GS\", \"JPM\", \"MS\", \"WFC\"], \"z\": [[1.0, 0.9715137697087325, 0.5509501372549771, 0.10389606365085878, 0.9442192943385206, 0.008566851425732356], [0.9715137697087325, 1.0, 0.4341706182992412, 0.003539648273630715, 0.9336049414173658, -0.06844121334375318], [0.5509501372549771, 0.4341706182992412, 1.0, 0.6852800930477508, 0.6838343355266356, 0.49990056908926706], [0.10389606365085878, 0.003539648273630715, 0.6852800930477508, 1.0, 0.2504414625379649, 0.9402793430048735], [0.9442192943385206, 0.9336049414173658, 0.6838343355266356, 0.2504414625379649, 1.0, 0.13186436649701283], [0.008566851425732356, -0.06844121334375318, 0.49990056908926706, 0.9402793430048735, 0.13186436649701283, 1.0]], \"type\": \"heatmap\"}], {\"legend\": {\"bgcolor\": \"#FFFFFF\", \"font\": {\"color\": \"#666666\"}}, \"titlefont\": {\"color\": \"#151516\"}, \"paper_bgcolor\": \"#FFFFFF\", \"plot_bgcolor\": \"#E5E5E5\", \"yaxis1\": {\"titlefont\": {\"color\": \"#666666\"}, \"showgrid\": true, \"tickfont\": {\"color\": \"#666666\"}, \"zerolinecolor\": \"#F6F6F6\", \"gridcolor\": \"#F6F6F6\", \"title\": \"\"}, \"xaxis1\": {\"titlefont\": {\"color\": \"#666666\"}, \"showgrid\": true, \"tickfont\": {\"color\": \"#666666\"}, \"zerolinecolor\": \"#F6F6F6\", \"gridcolor\": \"#F6F6F6\", \"title\": \"\"}}, {\"linkText\": \"Export to plot.ly\", \"showLink\": true})});</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "close_corr = bank_stocks.xs(key='Close',axis=1,level='Stock Info').corr()\n",
    "close_corr.iplot(kind='heatmap',colorscale='rdylbu')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 2 (Optional)\n",
    "\n",
    "In this second part of the project we will rely on the cufflinks library to create some Technical Analysis plots. This part of the project is experimental due to its heavy reliance on the cuffinks project, so feel free to skip it if any functionality is broken in the future."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "** Use .iplot(kind='candle) to create a candle plot of Bank of America's stock from Jan 1st 2015 to Jan 1st 2016.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<IPython.core.display.HTML object>"
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     "output_type": "display_data"
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   "source": [
    "MS['Close'].ix['2015-01-01':'2016-01-01'].ta_plot(study='sma',periods=[13,21,55],title='Simple Moving Averages')"
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Use .ta_plot(study='boll') to create a Bollinger Band Plot for Bank of America for the year 2015.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
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    "# Great Job!\n",
    "\n",
    "Definitely a lot of more specific finance topics here, so don't worry if you didn't understand them all! The only thing you should be concerned with understanding are the basic pandas and visualization oeprations."
   ]
  }
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