{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "%matplotlib inline\n",
    "\n",
    "import plotly.graph_objects as go\n"
   ],
   "outputs": [],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# Basic Visualizations"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "In thus subchapter, we will go over some key types of plots, as well as how to create them using two of the most common plotting libraries in Python: `matplotlib` and `seaborn`. However, first we will need to load in the dataset we will be using for this analysis. \n",
    "\n",
    "For this analysis, we will be loading in a subset of [World Bank's Education Statistics (EdStats) Dataset](https://datatopics.worldbank.org/education/). The subset we will be working with has data on a bunch of education metrics/indicators for 25 regions from 1970-2014. We have cleaned this dataset to ensure we don't have any missing datapoints. There are too many indicators to even begin describing all. We highly encourage you to explore World Bank's data directly if you're interested!"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "source": [
    "wb_df = pd.read_csv('data/wb_educ.csv')\n",
    "wb_df"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Country Name</th>\n",
       "      <th>Country Code</th>\n",
       "      <th>Indicator Name</th>\n",
       "      <th>Indicator Code</th>\n",
       "      <th>1970</th>\n",
       "      <th>1971</th>\n",
       "      <th>1972</th>\n",
       "      <th>1973</th>\n",
       "      <th>1974</th>\n",
       "      <th>1975</th>\n",
       "      <th>...</th>\n",
       "      <th>2005</th>\n",
       "      <th>2006</th>\n",
       "      <th>2007</th>\n",
       "      <th>2008</th>\n",
       "      <th>2009</th>\n",
       "      <th>2010</th>\n",
       "      <th>2011</th>\n",
       "      <th>2012</th>\n",
       "      <th>2013</th>\n",
       "      <th>2014</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Arab World</td>\n",
       "      <td>ARB</td>\n",
       "      <td>Adjusted net enrolment rate, primary, both sex...</td>\n",
       "      <td>SE.PRM.TENR</td>\n",
       "      <td>5.482212e+01</td>\n",
       "      <td>5.489414e+01</td>\n",
       "      <td>5.620944e+01</td>\n",
       "      <td>5.726711e+01</td>\n",
       "      <td>5.799114e+01</td>\n",
       "      <td>5.936554e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>8.248949e+01</td>\n",
       "      <td>8.268551e+01</td>\n",
       "      <td>8.328034e+01</td>\n",
       "      <td>8.401187e+01</td>\n",
       "      <td>8.419596e+01</td>\n",
       "      <td>8.521200e+01</td>\n",
       "      <td>8.524514e+01</td>\n",
       "      <td>8.610167e+01</td>\n",
       "      <td>8.551194e+01</td>\n",
       "      <td>8.532015e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Arab World</td>\n",
       "      <td>ARB</td>\n",
       "      <td>Adjusted net enrolment rate, primary, female (%)</td>\n",
       "      <td>SE.PRM.TENR.FE</td>\n",
       "      <td>4.335110e+01</td>\n",
       "      <td>4.331815e+01</td>\n",
       "      <td>4.464070e+01</td>\n",
       "      <td>4.584572e+01</td>\n",
       "      <td>4.644950e+01</td>\n",
       "      <td>4.836389e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>7.947577e+01</td>\n",
       "      <td>7.960833e+01</td>\n",
       "      <td>8.058242e+01</td>\n",
       "      <td>8.147380e+01</td>\n",
       "      <td>8.169569e+01</td>\n",
       "      <td>8.287165e+01</td>\n",
       "      <td>8.286139e+01</td>\n",
       "      <td>8.440141e+01</td>\n",
       "      <td>8.391403e+01</td>\n",
       "      <td>8.382083e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Arab World</td>\n",
       "      <td>ARB</td>\n",
       "      <td>Adjusted net enrolment rate, primary, gender p...</td>\n",
       "      <td>UIS.NERA.1.GPI</td>\n",
       "      <td>6.585700e-01</td>\n",
       "      <td>6.564000e-01</td>\n",
       "      <td>6.632900e-01</td>\n",
       "      <td>6.720400e-01</td>\n",
       "      <td>6.726100e-01</td>\n",
       "      <td>6.917600e-01</td>\n",
       "      <td>...</td>\n",
       "      <td>9.308400e-01</td>\n",
       "      <td>9.296200e-01</td>\n",
       "      <td>9.384600e-01</td>\n",
       "      <td>9.425000e-01</td>\n",
       "      <td>9.434700e-01</td>\n",
       "      <td>9.476200e-01</td>\n",
       "      <td>9.467000e-01</td>\n",
       "      <td>9.620800e-01</td>\n",
       "      <td>9.640900e-01</td>\n",
       "      <td>9.662000e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Arab World</td>\n",
       "      <td>ARB</td>\n",
       "      <td>Adjusted net enrolment rate, primary, male (%)</td>\n",
       "      <td>SE.PRM.TENR.MA</td>\n",
       "      <td>6.582623e+01</td>\n",
       "      <td>6.599358e+01</td>\n",
       "      <td>6.730186e+01</td>\n",
       "      <td>6.821908e+01</td>\n",
       "      <td>6.905901e+01</td>\n",
       "      <td>6.991455e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>8.538029e+01</td>\n",
       "      <td>8.563508e+01</td>\n",
       "      <td>8.586669e+01</td>\n",
       "      <td>8.644414e+01</td>\n",
       "      <td>8.659069e+01</td>\n",
       "      <td>8.745258e+01</td>\n",
       "      <td>8.752652e+01</td>\n",
       "      <td>8.772817e+01</td>\n",
       "      <td>8.703988e+01</td>\n",
       "      <td>8.675339e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Arab World</td>\n",
       "      <td>ARB</td>\n",
       "      <td>Adjusted net intake rate to Grade 1 of primary...</td>\n",
       "      <td>UIS.NIRA.1</td>\n",
       "      <td>5.244892e+01</td>\n",
       "      <td>5.248975e+01</td>\n",
       "      <td>5.263559e+01</td>\n",
       "      <td>5.332700e+01</td>\n",
       "      <td>5.418465e+01</td>\n",
       "      <td>5.486563e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>7.613177e+01</td>\n",
       "      <td>7.522256e+01</td>\n",
       "      <td>7.559570e+01</td>\n",
       "      <td>7.489394e+01</td>\n",
       "      <td>7.481455e+01</td>\n",
       "      <td>7.619704e+01</td>\n",
       "      <td>7.647497e+01</td>\n",
       "      <td>7.731937e+01</td>\n",
       "      <td>7.656671e+01</td>\n",
       "      <td>7.662057e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3395</th>\n",
       "      <td>World</td>\n",
       "      <td>WLD</td>\n",
       "      <td>Survival rate to the last grade of primary edu...</td>\n",
       "      <td>SE.PRM.PRSL.MA.ZS</td>\n",
       "      <td>6.707542e+01</td>\n",
       "      <td>6.657861e+01</td>\n",
       "      <td>6.629349e+01</td>\n",
       "      <td>6.593887e+01</td>\n",
       "      <td>6.625532e+01</td>\n",
       "      <td>6.682665e+01</td>\n",
       "      <td>...</td>\n",
       "      <td>6.825568e+01</td>\n",
       "      <td>6.920012e+01</td>\n",
       "      <td>6.931534e+01</td>\n",
       "      <td>7.040000e+01</td>\n",
       "      <td>6.939960e+01</td>\n",
       "      <td>6.849098e+01</td>\n",
       "      <td>6.795392e+01</td>\n",
       "      <td>6.678090e+01</td>\n",
       "      <td>6.694540e+01</td>\n",
       "      <td>7.019475e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3396</th>\n",
       "      <td>World</td>\n",
       "      <td>WLD</td>\n",
       "      <td>Teachers in primary education, both sexes (num...</td>\n",
       "      <td>SE.PRM.TCHR</td>\n",
       "      <td>1.428878e+07</td>\n",
       "      <td>1.459513e+07</td>\n",
       "      <td>1.529481e+07</td>\n",
       "      <td>1.582020e+07</td>\n",
       "      <td>1.627415e+07</td>\n",
       "      <td>1.674470e+07</td>\n",
       "      <td>...</td>\n",
       "      <td>2.688926e+07</td>\n",
       "      <td>2.709888e+07</td>\n",
       "      <td>2.752526e+07</td>\n",
       "      <td>2.777079e+07</td>\n",
       "      <td>2.814018e+07</td>\n",
       "      <td>2.864318e+07</td>\n",
       "      <td>2.910380e+07</td>\n",
       "      <td>2.938328e+07</td>\n",
       "      <td>3.047234e+07</td>\n",
       "      <td>3.067875e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3397</th>\n",
       "      <td>World</td>\n",
       "      <td>WLD</td>\n",
       "      <td>Teachers in primary education, female (number)</td>\n",
       "      <td>SE.PRM.TCHR.FE</td>\n",
       "      <td>7.874428e+06</td>\n",
       "      <td>8.001568e+06</td>\n",
       "      <td>8.262296e+06</td>\n",
       "      <td>8.498361e+06</td>\n",
       "      <td>8.663721e+06</td>\n",
       "      <td>8.810588e+06</td>\n",
       "      <td>...</td>\n",
       "      <td>1.665298e+07</td>\n",
       "      <td>1.679720e+07</td>\n",
       "      <td>1.703848e+07</td>\n",
       "      <td>1.723032e+07</td>\n",
       "      <td>1.753421e+07</td>\n",
       "      <td>1.796218e+07</td>\n",
       "      <td>1.832742e+07</td>\n",
       "      <td>1.859735e+07</td>\n",
       "      <td>1.931428e+07</td>\n",
       "      <td>1.952334e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3398</th>\n",
       "      <td>World</td>\n",
       "      <td>WLD</td>\n",
       "      <td>Teachers in secondary education, both sexes (n...</td>\n",
       "      <td>SE.SEC.TCHR</td>\n",
       "      <td>1.172561e+07</td>\n",
       "      <td>1.213650e+07</td>\n",
       "      <td>1.269944e+07</td>\n",
       "      <td>1.330712e+07</td>\n",
       "      <td>1.374928e+07</td>\n",
       "      <td>1.413025e+07</td>\n",
       "      <td>...</td>\n",
       "      <td>2.843753e+07</td>\n",
       "      <td>2.910475e+07</td>\n",
       "      <td>3.010238e+07</td>\n",
       "      <td>3.105815e+07</td>\n",
       "      <td>3.162800e+07</td>\n",
       "      <td>3.221992e+07</td>\n",
       "      <td>3.249828e+07</td>\n",
       "      <td>3.269860e+07</td>\n",
       "      <td>3.235300e+07</td>\n",
       "      <td>3.286152e+07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3399</th>\n",
       "      <td>World</td>\n",
       "      <td>WLD</td>\n",
       "      <td>Teachers in tertiary education programmes, bot...</td>\n",
       "      <td>SE.TER.TCHR</td>\n",
       "      <td>2.752715e+06</td>\n",
       "      <td>2.815567e+06</td>\n",
       "      <td>2.938241e+06</td>\n",
       "      <td>3.047319e+06</td>\n",
       "      <td>3.181207e+06</td>\n",
       "      <td>3.332724e+06</td>\n",
       "      <td>...</td>\n",
       "      <td>9.191711e+06</td>\n",
       "      <td>9.480116e+06</td>\n",
       "      <td>1.000710e+07</td>\n",
       "      <td>1.054032e+07</td>\n",
       "      <td>1.069500e+07</td>\n",
       "      <td>1.113321e+07</td>\n",
       "      <td>1.158810e+07</td>\n",
       "      <td>1.190016e+07</td>\n",
       "      <td>1.216735e+07</td>\n",
       "      <td>1.264785e+07</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3400 rows × 49 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Country Name Country Code  \\\n",
       "0      Arab World          ARB   \n",
       "1      Arab World          ARB   \n",
       "2      Arab World          ARB   \n",
       "3      Arab World          ARB   \n",
       "4      Arab World          ARB   \n",
       "...           ...          ...   \n",
       "3395        World          WLD   \n",
       "3396        World          WLD   \n",
       "3397        World          WLD   \n",
       "3398        World          WLD   \n",
       "3399        World          WLD   \n",
       "\n",
       "                                         Indicator Name     Indicator Code  \\\n",
       "0     Adjusted net enrolment rate, primary, both sex...        SE.PRM.TENR   \n",
       "1      Adjusted net enrolment rate, primary, female (%)     SE.PRM.TENR.FE   \n",
       "2     Adjusted net enrolment rate, primary, gender p...     UIS.NERA.1.GPI   \n",
       "3        Adjusted net enrolment rate, primary, male (%)     SE.PRM.TENR.MA   \n",
       "4     Adjusted net intake rate to Grade 1 of primary...         UIS.NIRA.1   \n",
       "...                                                 ...                ...   \n",
       "3395  Survival rate to the last grade of primary edu...  SE.PRM.PRSL.MA.ZS   \n",
       "3396  Teachers in primary education, both sexes (num...        SE.PRM.TCHR   \n",
       "3397     Teachers in primary education, female (number)     SE.PRM.TCHR.FE   \n",
       "3398  Teachers in secondary education, both sexes (n...        SE.SEC.TCHR   \n",
       "3399  Teachers in tertiary education programmes, bot...        SE.TER.TCHR   \n",
       "\n",
       "              1970          1971          1972          1973          1974  \\\n",
       "0     5.482212e+01  5.489414e+01  5.620944e+01  5.726711e+01  5.799114e+01   \n",
       "1     4.335110e+01  4.331815e+01  4.464070e+01  4.584572e+01  4.644950e+01   \n",
       "2     6.585700e-01  6.564000e-01  6.632900e-01  6.720400e-01  6.726100e-01   \n",
       "3     6.582623e+01  6.599358e+01  6.730186e+01  6.821908e+01  6.905901e+01   \n",
       "4     5.244892e+01  5.248975e+01  5.263559e+01  5.332700e+01  5.418465e+01   \n",
       "...            ...           ...           ...           ...           ...   \n",
       "3395  6.707542e+01  6.657861e+01  6.629349e+01  6.593887e+01  6.625532e+01   \n",
       "3396  1.428878e+07  1.459513e+07  1.529481e+07  1.582020e+07  1.627415e+07   \n",
       "3397  7.874428e+06  8.001568e+06  8.262296e+06  8.498361e+06  8.663721e+06   \n",
       "3398  1.172561e+07  1.213650e+07  1.269944e+07  1.330712e+07  1.374928e+07   \n",
       "3399  2.752715e+06  2.815567e+06  2.938241e+06  3.047319e+06  3.181207e+06   \n",
       "\n",
       "              1975  ...          2005          2006          2007  \\\n",
       "0     5.936554e+01  ...  8.248949e+01  8.268551e+01  8.328034e+01   \n",
       "1     4.836389e+01  ...  7.947577e+01  7.960833e+01  8.058242e+01   \n",
       "2     6.917600e-01  ...  9.308400e-01  9.296200e-01  9.384600e-01   \n",
       "3     6.991455e+01  ...  8.538029e+01  8.563508e+01  8.586669e+01   \n",
       "4     5.486563e+01  ...  7.613177e+01  7.522256e+01  7.559570e+01   \n",
       "...            ...  ...           ...           ...           ...   \n",
       "3395  6.682665e+01  ...  6.825568e+01  6.920012e+01  6.931534e+01   \n",
       "3396  1.674470e+07  ...  2.688926e+07  2.709888e+07  2.752526e+07   \n",
       "3397  8.810588e+06  ...  1.665298e+07  1.679720e+07  1.703848e+07   \n",
       "3398  1.413025e+07  ...  2.843753e+07  2.910475e+07  3.010238e+07   \n",
       "3399  3.332724e+06  ...  9.191711e+06  9.480116e+06  1.000710e+07   \n",
       "\n",
       "              2008          2009          2010          2011          2012  \\\n",
       "0     8.401187e+01  8.419596e+01  8.521200e+01  8.524514e+01  8.610167e+01   \n",
       "1     8.147380e+01  8.169569e+01  8.287165e+01  8.286139e+01  8.440141e+01   \n",
       "2     9.425000e-01  9.434700e-01  9.476200e-01  9.467000e-01  9.620800e-01   \n",
       "3     8.644414e+01  8.659069e+01  8.745258e+01  8.752652e+01  8.772817e+01   \n",
       "4     7.489394e+01  7.481455e+01  7.619704e+01  7.647497e+01  7.731937e+01   \n",
       "...            ...           ...           ...           ...           ...   \n",
       "3395  7.040000e+01  6.939960e+01  6.849098e+01  6.795392e+01  6.678090e+01   \n",
       "3396  2.777079e+07  2.814018e+07  2.864318e+07  2.910380e+07  2.938328e+07   \n",
       "3397  1.723032e+07  1.753421e+07  1.796218e+07  1.832742e+07  1.859735e+07   \n",
       "3398  3.105815e+07  3.162800e+07  3.221992e+07  3.249828e+07  3.269860e+07   \n",
       "3399  1.054032e+07  1.069500e+07  1.113321e+07  1.158810e+07  1.190016e+07   \n",
       "\n",
       "              2013          2014  \n",
       "0     8.551194e+01  8.532015e+01  \n",
       "1     8.391403e+01  8.382083e+01  \n",
       "2     9.640900e-01  9.662000e-01  \n",
       "3     8.703988e+01  8.675339e+01  \n",
       "4     7.656671e+01  7.662057e+01  \n",
       "...            ...           ...  \n",
       "3395  6.694540e+01  7.019475e+01  \n",
       "3396  3.047234e+07  3.067875e+07  \n",
       "3397  1.931428e+07  1.952334e+07  \n",
       "3398  3.235300e+07  3.286152e+07  \n",
       "3399  1.216735e+07  1.264785e+07  \n",
       "\n",
       "[3400 rows x 49 columns]"
      ]
     },
     "metadata": {},
     "execution_count": 2
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Matplotlib and Seaborn\n",
    "\n",
    "`Matplotlib` and `Seaborn` are both plotting libraries useful for making graphs in Python. They both support a variety of different types of plots, and we shall give examples of various plots in each below. We have imported both the libraries at the top of the subchapter. Importantly, in order to view `matplotlib` plots in Jupyter notebooks, you have to include the `%matplotlib inline` command we used above (this is a line magic command used by Jupyter notebooks, read more [here](https://ipython.readthedocs.io/en/stable/interactive/magics.html)). As always, you are encouraged to read [`Matplotlib`'s](https://matplotlib.org/stable/) and [`Seaborn`'s](https://seaborn.pydata.org/) documentation.\n",
    "\n",
    "Fun fact: `seaborn` is actually built on top of `matplotlib` to make creating basic plots simpler and require less code. All `seaborn` plots are by definition also `matplotlib` plots. For example, when you're plotting two variables from the same DataFrame against each other:\n",
    "- In `matplotlib`, you have to pull both of them out as Series and pass them into the function call. For example: `plt.scatter(x = df['x_name'], y = df['y_name']`. \n",
    "- In `seaborn`, you can simply pass in the DataFrame name and then the names of the variables. For example: `sns.scatter(data = df, x = 'x_name', y = 'y_name'`.     \n",
    "\n",
    "Small things like this can help save a lot of time when producing quick plots. However, `seaborn` is less customizable than `matplotlib` and cannot produce all the plots `matplotlib` can.\n",
    "\n"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Matplotlib Plot Customizations\n",
    "\n",
    "Regardless of the type of plot and the library you choose to create the plot, you should always give it a title, set axis labels, etc. There are several miscellaneous function calls you can use to set these settings regardless of plot. As `seaborn` is built on top of `matplotlib`, these commands don't differ between these two packages. We have listed a few of these commands below, but the list is not at all comprehensive. Read [here](https://matplotlib.org/stable/api/pyplot_summary.html) for more details.\n",
    "\n",
    "- [`plt.title()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.title.html#matplotlib.pyplot.title): Set a title.\n",
    "- [`plt.xlabel()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.xlabel.html#matplotlib.pyplot.xlabel) and [`plt.ylabel()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.ylabel.html#matplotlib.pyplot.ylabel): Set the x-axis and y-axis labels.\n",
    "- [`plt.xlim()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.xlim.html#matplotlib.pyplot.xlim) and [`plt.ylim()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.ylim.html#matplotlib.pyplot.ylim): Set the limits/ranges for the x and y axis.\n",
    "- [`plt.legend()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.legend.html#matplotlib.pyplot.legend): Include a legend.\n",
    "- [`plt.annotate()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.annotate.html#matplotlib.pyplot.annotate): Annotate the plot.\n",
    "- [`plt.grid()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.grid.html#matplotlib.pyplot.grid): Configure the grid lines.\n",
    "- [`plt.subplots()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots): Create subplots within the plot.\n",
    "\n",
    "*Note*: The list above assumes you have imported `matplotlib.pyplot` as `plt`. If not, you will need to replace `plt` with `matplotlib.pyplot` (or whatever other alias you choose to use). "
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Bar Charts"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "Although our dataset has complete information for several metrics for each of the 25 regions, it doesn't have data on the exact same metrics for each region. We have a lot more data from some regions than from others, as can be seen from the `.value_counts()` below."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "source": [
    "wb_df['Country Name'].value_counts()"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Latin America & Caribbean (excluding high income)     176\n",
       "Latin America & Caribbean                             176\n",
       "Lower middle income                                   174\n",
       "World                                                 166\n",
       "Euro area                                             166\n",
       "Middle East & North Africa                            166\n",
       "Middle East & North Africa (excluding high income)    165\n",
       "South Asia                                            164\n",
       "High income                                           163\n",
       "Middle income                                         156\n",
       "Arab World                                            143\n",
       "Low & middle income                                   143\n",
       "Heavily indebted poor countries (HIPC)                137\n",
       "Least developed countries: UN classification          135\n",
       "European Union                                        134\n",
       "Europe & Central Asia                                 133\n",
       "Low income                                            128\n",
       "OECD members                                          128\n",
       "Sub-Saharan Africa                                    124\n",
       "Sub-Saharan Africa (excluding high income)            124\n",
       "Upper middle income                                    89\n",
       "East Asia & Pacific                                    86\n",
       "North America                                          84\n",
       "Europe & Central Asia (excluding high income)          73\n",
       "East Asia & Pacific (excluding high income)            67\n",
       "Name: Country Name, dtype: int64"
      ]
     },
     "metadata": {},
     "execution_count": 3
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Let us attempt to visualize this. As we have a qualitative nominal and a quantitative discrete variable here, a bar chart would be helpful. Bar charts display a bar for each category, and the length of each bar is proportional to the frequency of the corresponding category. While not necessary, most bar charts have equally spaced and equally wide columns. \n",
    "\n",
    "We have made a sample bar chart below using `matplotlib` below; as always, read the documentation for more information."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "source": [
    "plt.bar(wb_df['Country Name'].value_counts().index, wb_df['Country Name'].value_counts())\n",
    "plt.title('Number of Metrics for each Region')\n",
    "plt.xlabel('Region Name')\n",
    "plt.ylabel('Count');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "It is impossible to read any of the labels on the x-axis of the above bar chart as they all overlap. This is an example of **overplotting**, which is defined as data/labels on a plot overlapping, making it difficult to see what's going to. To fix this, we could rotate the x-axis labels so they're vertical, as done below."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "source": [
    "plt.bar(wb_df['Country Name'].value_counts().index, wb_df['Country Name'].value_counts())\n",
    "plt.xticks(rotation=90)\n",
    "plt.title('Number of Metrics for each Region')\n",
    "plt.xlabel('Region Name')\n",
    "plt.ylabel('Count');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Alternatively, you can easily make this plot in `seaborn` using the [`.countplot()`](https://seaborn.pydata.org/generated/seaborn.countplot.html) command. As you can see, `seaborn` automatically gave the plot a color scheme and x and y-axis labels (`matplotlib` would not do this without us specifying the labels). However, we still have to use `plt.xticks()` to avoid overplotting. "
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "source": [
    "sns.countplot(data = wb_df, x = 'Country Name');\n",
    "plt.xticks(rotation=90);"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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ixMTEYMWKFQCAFy9eYMGCBZg8eTJq1aqFkiVLYtmyZTh37hx27txpzFsjIiIiM2NUsRMaGoq3b9+m2P7mzRvs37/f5KQA4MaNG3jw4AFq166t3WZra4svvvgChw4dAgCcPHkScXFxOs/x8fFBkSJFtM/RJzY2FlFRUTo3IiIiMk9WSp589uxZ7b8vXryIBw8eaO8nJCRg69atyJEjhyqJJcXOnj27zvbs2bPj5s2b2ufY2NjAzc0txXOS5/a+8ePHY9SoUarkSURERJmbomKnRIkS0Gg00Gg0ei9X2dvbY+bMmaolBwAajUbnvoik2Pa+Dz1nyJAh6Nu3r/Z+VFQUfH19TUuUiIiIMiVFxc6NGzcgIsiXLx+OHTsGT09P7WM2NjbIli0bLC0tVUnMy8sLwLvWG29vb+32R48eaVt7vLy88PbtWzx79kyndefRo0eoVKlSqrFtbW1ha2urSp5ERESUuSnqs5M7d27kyZMHiYmJKFOmDHLnzq29eXt7q1boAEDevHnh5eWFHTt2aLe9ffsWe/fu1RYypUuXhrW1tc5z7t+/j/Pnz6dZ7BAREdH/DkUtO8ldvXoVoaGhePToERITE3UeGz58uEExXr16hYiICO39Gzdu4MyZM8iaNSty5cqF3r17Y9y4cfj888/x+eefY9y4cXBwcEDr1q0BAC4uLujUqRP69esHd3d3ZM2aFf3790fRokVRq1YtY98aERERmRGjip158+bh+++/h4eHB7y8vHT6x2g0GoOLnRMnTiAgIEB7P6kfTbt27RASEoKBAwfi9evX6N69O549e4by5ctj+/btcHJy0r5m6tSpsLKyQosWLfD69WvUrFkTISEhqrYyERER0afLqGJnzJgxGDt2LAYNGmTSf169enWISKqPazQajBw5EiNHjkz1OXZ2dpg5c6bqHaOJiIjIPBg1z86zZ8/w9ddfq50LERERkeqMKna+/vprbN++Xe1ciIiIiFRn1GWs/PnzY9iwYThy5AiKFi0Ka2trncd79uypSnJEREREpjKq2Pnjjz+QJUsW7N27F3v37tV5TKPRsNghIiKiTMOoYufGjRtq50FERESULozqs0NERET0qTCqZadjx45pPr5w4UKjkiEiIiJSm1HFzrNnz3Tux8XF4fz583j+/LneBUKJiIiIMopRxc769etTbEtMTET37t2RL18+k5MiIiIiUotqfXYsLCzQp08fTJ06Va2QRERERCZTtYPytWvXEB8fr2ZIIiIiIpMYdRkracHOJCKC+/fvY/PmzWjXrp0qiRERERGpwahi5/Tp0zr3LSws4OnpicmTJ39wpBYRERHRx2RUsbNnzx618yAiIiJKF0YVO0keP36MK1euQKPRoECBAvD09FQrLyIiIiJVGFXsREdHIzg4GEuWLEFiYiIAwNLSEm3btsXMmTPh4OCgapJERESUsR5OP2jS67P3qqxSJsoZNRqrb9++2Lt3L/7++288f/4cz58/x8aNG7F3717069dP7RyJiIiIjGZUy866deuwdu1aVK9eXbutXr16sLe3R4sWLTB79my18iMiIiIyiVEtOzExMciePXuK7dmyZUNMTIzJSRERERGpxahip2LFihgxYgTevHmj3fb69WuMGjUKFStWVC05IiIiIlMZdRlr2rRpCAwMRM6cOVG8eHFoNBqcOXMGtra22L59u9o5EhERERnNqGKnaNGiCA8Px7Jly3D58mWICFq2bImgoCDY29urneMn7eHsySa9Pvv37PBNRERkCqOKnfHjxyN79uzo0qWLzvaFCxfi8ePHGDRokCrJEREREZnKqD47c+fORaFChVJsL1y4MObMmWNyUkRERERqMarYefDgAby9vVNs9/T0xP37901OioiIiEgtRl3G8vX1xcGDB5E3b16d7QcPHoSPj48qiRERES1f99ik1wc14zJGZGSx07lzZ/Tu3RtxcXGoUaMGAGDXrl0YOHAgZ1AmIiKiTMWoYmfgwIF4+vQpunfvjrdv3wIA7OzsMGjQIAwZMkTVBImIiIhMYVSxo9Fo8Msvv2DYsGG4dOkS7O3t8fnnn8PW1lbt/IiIiIhMYlSxkyRLliwoW7asWrkQERERqc6o0VhEREREnwoWO0RERGTWWOwQERGRWWOxQ0RERGaNxQ4RERGZNRY7REREZNZY7BAREZFZY7FDREREZo3FDhEREZm1TF/s5MmTBxqNJsXthx9+AAC0b98+xWMVKlTI4KyJiIgoszBpuYiP4fjx40hISNDeP3/+PL788kt8/fXX2m1169bFokWLtPdtbGw+ao5ERESUeWX6YsfT01Pn/oQJE/DZZ5/hiy++0G6ztbWFl5fXx06NiIiIPgGZ/jJWcm/fvsWyZcvQsWNHaDQa7fbQ0FBky5YNBQoUQJcuXfDo0aM048TGxiIqKkrnRkRERObpkyp2NmzYgOfPn6N9+/babYGBgVi+fDl2796NyZMn4/jx46hRowZiY2NTjTN+/Hi4uLhob76+vh8heyIiIsoImf4yVnILFixAYGAgfHx8tNu++eYb7b+LFCmCMmXKIHfu3Ni8eTOaNm2qN86QIUPQt29f7f2oqCgWPERERGbqkyl2bt68iZ07d+Kvv/5K83ne3t7InTs3wsPDU32Ora0tbG1t1U6RiIiIMqFP5jLWokWLkC1bNtSvXz/N5z158gS3b9+Gt7f3R8qMiIiIMrNPomUnMTERixYtQrt27WBl9X8pv3r1CiNHjkSzZs3g7e2NyMhI/Pjjj/Dw8ECTJk0yMGNSw9pFdU16ffMOW1XKhIiIPmWfRLGzc+dO3Lp1Cx07dtTZbmlpiXPnzmHJkiV4/vw5vL29ERAQgFWrVsHJySmDsiUiIqLM5JModmrXrg0RSbHd3t4e27Zty4CMiIiI6FPxyfTZISIiIjIGix0iIiIyayx2iIiIyKyx2CEiIiKzxmKHiIiIzBqLHSIiIjJrLHaIiIjIrLHYISIiIrPGYoeIiIjM2icxgzL9n9szg4x+rW/wchUzISIi+jSwZYeIiIjMGosdIiIiMmssdoiIiMissdghIiIis8Zih4iIiMwaix0iIiIyayx2iIiIyKyx2CEiIiKzxmKHiIiIzBqLHSIiIjJrLHaIiIjIrLHYISIiIrPGYoeIiIjMGosdIiIiMmssdoiIiMissdghIiIis8Zih4iIiMwaix0iIiIyayx2iIiIyKyx2CEiIiKzxmKHiIiIzBqLHSIiIjJrLHaIiIjIrLHYISIiIrPGYoeIiIjMGosdIiIiMmssdoiIiMissdghIiIis8Zih4iIiMxapi52Ro4cCY1Go3Pz8vLSPi4iGDlyJHx8fGBvb4/q1avjwoULGZgxERERZTaZutgBgMKFC+P+/fva27lz57SPTZw4EVOmTMGsWbNw/PhxeHl54csvv8TLly8zMGMiIiLKTDJ9sWNlZQUvLy/tzdPTE8C7Vp1p06Zh6NChaNq0KYoUKYLFixcjJiYGK1asyOCsiYiIKLPI9MVOeHg4fHx8kDdvXrRs2RLXr18HANy4cQMPHjxA7dq1tc+1tbXFF198gUOHDqUZMzY2FlFRUTo3IiIiMk+ZutgpX748lixZgm3btmHevHl48OABKlWqhCdPnuDBgwcAgOzZs+u8Jnv27NrHUjN+/Hi4uLhob76+vun2HoiIiChjZepiJzAwEM2aNUPRokVRq1YtbN68GQCwePFi7XM0Go3Oa0Qkxbb3DRkyBC9evNDebt++rX7yRERElClk6mLnfY6OjihatCjCw8O1o7Leb8V59OhRitae99na2sLZ2VnnRkRERObpkyp2YmNjcenSJXh7eyNv3rzw8vLCjh07tI+/ffsWe/fuRaVKlTIwSyIiIspMrDI6gbT0798fDRo0QK5cufDo0SOMGTMGUVFRaNeuHTQaDXr37o1x48bh888/x+eff45x48bBwcEBrVu3zujUiYiIKJPI1MXOnTt30KpVK/z333/w9PREhQoVcOTIEeTOnRsAMHDgQLx+/Rrdu3fHs2fPUL58eWzfvh1OTk4ZnDkRERFlFpm62Fm5cmWaj2s0GowcORIjR478OAkRERHRJ+eT6rNDREREpBSLHSIiIjJrLHaIiIjIrLHYISIiIrPGYoeIiIjMGosdIiIiMmssdoiIiMissdghIiIis8Zih4iIiMwaix0iIiIyayx2iIiIyKyx2CEiIiKzxmKHiIiIzBqLHSIiIjJrLHaIiIjIrLHYISIiIrPGYoeIiIjMGosdIiIiMmssdoiIiMissdghIiIis8Zih4iIiMwaix0iIiIyayx2iIiIyKyx2CEiIiKzxmKHiIiIzBqLHSIiIjJrLHaIiIjIrLHYISIiIrPGYoeIiIjMGosdIiIiMmssdoiIiMissdghIiIis8Zih4iIiMwaix0iIiIyayx2iIiIyKyx2CEiIiKzxmKHiIiIzBqLHSIiIjJrLHaIiIjIrGXqYmf8+PEoW7YsnJyckC1bNjRu3BhXrlzReU779u2h0Wh0bhUqVMigjImIiCizydTFzt69e/HDDz/gyJEj2LFjB+Lj41G7dm1ER0frPK9u3bq4f/++9rZly5YMypiIiIgyG6uMTiAtW7du1bm/aNEiZMuWDSdPnkS1atW0221tbeHl5fWx0yMiIqJPQKZu2XnfixcvAABZs2bV2R4aGops2bKhQIEC6NKlCx49epRmnNjYWERFRenciIiIyDx9MsWOiKBv376oUqUKihQpot0eGBiI5cuXY/fu3Zg8eTKOHz+OGjVqIDY2NtVY48ePh4uLi/bm6+v7Md4CERERZYBMfRkruR49euDs2bM4cOCAzvZvvvlG++8iRYqgTJkyyJ07NzZv3oymTZvqjTVkyBD07dtXez8qKooFDxERkZn6JIqd4OBgbNq0Cfv27UPOnDnTfK63tzdy586N8PDwVJ9ja2sLW1tbtdMkIiKiTChTFzsiguDgYKxfvx6hoaHImzfvB1/z5MkT3L59G97e3h8hQyIiIsrsMnWfnR9++AHLli3DihUr4OTkhAcPHuDBgwd4/fo1AODVq1fo378/Dh8+jMjISISGhqJBgwbw8PBAkyZNMjh7IiIiygwydcvO7NmzAQDVq1fX2b5o0SK0b98elpaWOHfuHJYsWYLnz5/D29sbAQEBWLVqFZycnDIgYyIiIspsMnWxIyJpPm5vb49t27Z9pGyIiIjoU5SpL2MRERERmYrFDhEREZk1FjtERERk1ljsEBERkVljsUNERERmjcUOERERmTUWO0RERGTWWOwQERGRWWOxQ0RERGaNxQ4RERGZNRY7REREZNZY7BAREZFZY7FDREREZo3FDhEREZk1FjtERERk1ljsEBERkVljsUNERERmjcUOERERmTUWO0RERGTWWOwQERGRWWOxQ0RERGaNxQ4RERGZNRY7REREZNZY7BAREZFZY7FDREREZo3FDhEREZk1FjtERERk1ljsEBERkVljsUNERERmjcUOERERmTUWO0RERGTWWOwQERGRWWOxQ0RERGaNxQ4RERGZNRY7REREZNZY7BAREZFZY7FDREREZo3FDhEREZk1FjtERERk1sym2Pn999+RN29e2NnZoXTp0ti/f39Gp0RERESZgFkUO6tWrULv3r0xdOhQnD59GlWrVkVgYCBu3bqV0akRERFRBjOLYmfKlCno1KkTOnfuDD8/P0ybNg2+vr6YPXt2RqdGREREGcwqoxMw1du3b3Hy5EkMHjxYZ3vt2rVx6NAhva+JjY1FbGys9v6LFy8AAFFRUXj7+rVJ+dhGRencf/n6jUnx7FPEizM6VtR7sV6ZEEtfvGiV48W8jlc13muV472JUTderAnx3o8VH/PW6Fj64sXFmPY9ThnPtP0s/ePFZNp4cTHRqsV6F++VqvFiY16qGi/G5Hi2OvejVY736rWp8ex07r98Y3y8qCiH92KZ9tk6vP/788a0717K3zPT9gu7qCjt90VE0n6yfOLu3r0rAOTgwYM628eOHSsFChTQ+5oRI0YIAN5444033njjzQxut2/fTrNW+ORbdpJoNBqd+yKSYluSIUOGoG/fvtr7iYmJePr0Kdzd3VN9DfDujMPX1xe3b9+Gs7OzyTln5niZOTfG42fLeJ9ebozHzzY94okIXr58CR8fnzTjffLFjoeHBywtLfHgwQOd7Y8ePUL27Nn1vsbW1ha2trpNka6urgb/n87Ozqp8mJ9CvMycG+NlnliMl7niZebcGC/zxDKXeC4uLh+M88l3ULaxsUHp0qWxY8cOne07duxApUqVMigrIiIiyiw++ZYdAOjbty/atGmDMmXKoGLFivjjjz9w69YtfPfddxmdGhEREWUwsyh2vvnmGzx58gQ///wz7t+/jyJFimDLli3InTu3qv+Pra0tRowYkeISmDnGy8y5MV7micV4mSteZs6N8TJPrP/FeBqRD43XIiIiIvp0ffJ9doiIiIjSwmKHiIiIzBqLHSIiIjJrLHaIiIjIrLHYIcrEIiIisG3bNrz+/2u2cTwBfWri4+Oxc+dOzJ07Fy9fvlv36d69e3j1yrR1m4iU4Gis9zRt2tTg5/7111+KYi9atAhZsmTB119/rbN9zZo1iImJQbt27RTFA4C4uDg8ePAAMTEx8PT0RNasWRXHSLJ27VqsXr0at27dwtu3ugtJnjp1yqiYFy9e1BuvYcOGimPdvn0bkZGR2vdauHBhk4Yl7tq1C7t27cKjR4+QmJio89jChQszNL8nT57gm2++we7du6HRaBAeHo58+fKhU6dOcHV1xeTJkxXFS0xMREREhN73Wq1aNaNyBN4tqmvq0NCHDx+if//+2s/i/UNSQkKC4pj79+/H3Llzce3aNaxduxY5cuTA0qVLkTdvXlSpUiXD4y1duhRz5szBjRs3cPjwYeTOnRvTpk1D3rx50ahRI0Wxjh8/jjVr1ujdz5Qco0QEe/fuxf79+3W+xyVLlkStWrXg6+urKC8AuHnzJurWrYtbt24hNjYWV69eRb58+dC7d2+8efMGc+bMURwTUO+4cvv2bWg0GuTMmRMAcOzYMaxYsQL+/v7o2rWrUblFR0dj7969evPr2bOnUTFfv36NuDjdhZZNmaVYjf0WAJ4/f461a9fi2rVrGDBgALJmzYpTp04he/bsyJEjh8nxVWXqQpzmpn379tpbu3btxNnZWXx9faVJkybSpEkTyZUrlzg7O0v79u0Vxy5QoIDs3r07xfbQ0NBUFy3V5+XLlzJnzhz54osvxN7eXiwsLLS3XLlySefOneXYsWOKcps+fbpkyZJFfvjhB7GxsZFu3bpJrVq1xMXFRX788UdFsURErl27JsWKFRONRiMWFhai0Wi0/7awsDA4TmRkpAwePFhy586tE0ej0Yitra3UqlVLVq9eLQkJCYryGzlypFhYWEi5cuWkUaNG0rhxY51bRufXpk0bqVOnjty+fVuyZMki165dExGRbdu2ib+/v6JYhw8flrx586bIL+nzUGLr1q3Srl07yZcvn1hZWYmFhYVkyZJFqlWrJmPGjJG7d+8qiiciUrduXfH395fff/9d1q9fLxs2bNC5KbV27Vqxt7eXzp07i62trfZv99tvv0lgYGCGx/v999/Fw8NDxowZI/b29tp4ixYtkurVqyuK9eeff4q1tbXUr19fbGxs5KuvvpKCBQuKi4uLwceomJgYGTt2rOTIkUPs7OykfPny0rRpUwkKCpLAwEDx9fUVS0tLCQwMlMOHDyvKr1GjRvLtt99KbGyszvc4NDRU8ufPryiWiHrHlSRVqlSRJUuWiIjI/fv3xdnZWSpWrCju7u4yatQoxfFOnTolXl5e4uzsLJaWluLp6SkajUYcHR0lb968imJFR0fLDz/8IJ6enjrHeGPea3rst2FhYeLp6Sn58+cXKysr7Wf7008/SZs2bQyK0adPH4NvpmKxk4aBAwdK586dJT4+XrstPj5eunbtKv3791ccz9bWVm7cuJFi+40bN8TOzs6gGFOmTBF3d3cpXbq0jBo1Sv799185e/ashIeHy9GjR2XBggXSvn17cXFxkTp16sjVq1cNiluwYEFZsWKFiIjOQWnYsGHyww8/GPYGk/nqq6+kUaNG8ujRI8mSJYtcvHhR9u/fL+XKlZN9+/YZFKNnz57i5OQkzZo1k8WLF8ulS5ckKipK4uLi5OHDh7Jr1y4ZOXKkFCxYUAoXLqyowPPy8tIe5IyVnvllz55dzpw5IyK6n8f169fF0dFRUZ7FixeXr7/+Wi5evCjPnj2T58+f69wMsX79eilQoIBkz55dOnToILNnz5ZNmzbJjh07ZNWqVTJs2DCpXr262NraSrdu3eTRo0cG55clSxY5ffq0oveUlhIlSsjixYu1sZP+dqdPn5bs2bNneDw/Pz9Zv359injnzp0Td3d3RbGKFi0qs2bN0omVmJgoXbp0keHDhxsUI2fOnNKsWTP5+++/5e3bt3qfExkZKePGjZNcuXLJH3/8YXB+7u7ucvnyZZ38RN4d8+zt7Q2Ok0SN40pyrq6u2vymT58ulSpVEpF3JxVKixMRkS+++EK6dOki8fHx2vd769YtqVatmqxbt05RrO7du4ufn5+sWbNG7O3tZeHChTJ69GjJmTOnLFu2zKAY6bnf1qxZUwYMGCAiup/twYMHJXfu3AbFqF69us7NyclJHBwcpGTJklKyZElxdHQUZ2dnCQgIMDiv1LDYSYOHh4d2R0ju8uXLkjVrVsXxfH19ZePGjSm2b9iwQXLkyGFQjObNm8vZs2c/+Lw3b97Ib7/9JvPmzTMorr29vURGRoqIiKenp/aH9urVq0a9V3d3dwkLCxMREWdnZ+3fcdeuXVKiRAmDYvTv39/gnW/z5s2yZs0ag/PLmjWrREREGPx8fdIzvyxZsmgL1eQHkmPHjin+PBwcHCQ8PFzRa95XtmxZ2bRp0wdbqO7cuSMDBgyQX3/91eDYfn5+curUKZPyS87e3l57UpH8b3ft2jWxtbXN8Hh2dnbafS15vKtXrxp80pPEwcFBm5u7u7v22HDx4kXx8vIyKMa5c+cM/v9iY2MNPoESEXFzc5MLFy6IiO573b9/v2TLls3gOEnUOK4k5+joqP37NWjQQCZMmCAiIjdv3lT8WYiIuLi4aHNycXGRixcviojIkSNHpGDBgopi+fr6yp49e0RExMnJSbsPL1myxOAWxfTcb52dnbXH0OSfbWRkpFH7xeTJk6VBgwby9OlT7banT59Ko0aNFOWVGhY7aXB1ddWegSW3fv16cXV1VRxvwIABkjt3btm9e7fEx8dLfHy87Nq1S3Lnzi39+vVTIWPj5c2bV06ePCkiImXKlJE5c+aIyLszHDc3N8XxXF1dtV/+fPnyaS/fRUREGHVGp7aBAwfKzz//nNFppKpevXry008/ici7A8n169clISFBvv76a2nWrJmiWAEBAfLvv/+mR5qq2LZtm9SuXVtvq6cx8uXLJzt27BAR3YPw4sWLxc/PL8Pj+fn5aS/PJY83ffp0KVWqlKJYOXPm1BY4xYoV07bOHjp0SJydnRXnprYWLVpIly5dROT/vscvX76UGjVqGNUVQO3jSrly5WTQoEGyb98+sbOz057kHT582OAT0OQ8PDzkypUrIvKu28LWrVtFROTSpUuK83N0dNQWxTly5JCjR4+KiHGtu+khW7Zs2pOU9y+158yZU3E8Hx8fOX/+fIrt586dE29vb9OSFRY7aerTp4+4ubnJpEmTZP/+/bJ//36ZNGmSuLu7G3UNMTY2Vlq0aCEajUasra3F2tpaLC0tpUOHDhIbG2t0nuHh4bJ161aJiYkREZHExETFMTp16iQjR44UEZHZs2eLvb291KpVS1xdXaVjx46K41WpUkVbKLZq1Urq1q0rBw4ckLZt20rhwoUVxxMRiYuLkx07dsicOXMkKipKRETu3r0rL1++VByrZ8+e4urqKtWqVZMePXoYfX04JiZGNm7cqM0nuRcvXsjGjRvlzZs3ivO7cOGCeHp6St26dcXGxkaaN28ufn5+kj17dsUtUn/99Zf4+/vLokWL5MSJExIWFqZzM1ZsbKxcvnxZ4uLijI4h8u4HzMbGRtuPwM3NTeem1C+//CL+/v5y5MgRcXJykv3798uyZcvE09NTZs6cmeHxFi5cKDly5JCVK1eKo6Oj/PnnnzJmzBjtv5Vo1aqVTJ48WURExowZI56entK5c2fJnTu3NGnSRHFuIiL79u2ToKAgqVChgty5c0dE3rUm7N+/X3Gsu3fvSoECBcTPz0+srKykQoUK4u7uLgULFpSHDx8qjqf2cWXPnj3i6uoqFhYW0qFDB+32IUOGGPX3+/LLL2X58uUiItKtWzcpV66cLFu2TOrUqSPlypVTFKto0aISGhqqjZt0Qjx9+nSjCrEkau23Xbp0kcaNG8vbt2+1hezNmzelZMmS0qtXL8XxsmTJIrt27UqxfdeuXZIlSxaTchVhsZOmhIQE+eWXX8THx0fbEc7Hx0d++eUXnX48Sl25ckVWr14tf//9t7ZyN8Z///0nNWvW1HbQS6qsO3bsKH379lUUKyEhQefLv2rVKgkODpbp06cbVYht3bpVe4362rVr4ufnJxqNRjw8PPR+oT8kMjJSChUqJA4ODmJpaal9r7169ZJu3bopjvf+teLkNyXXh6dNmyY1atRI9fGaNWtq+1Qodf/+fRk+fLjUr19fAgMDZejQoXLv3j3Fcd7vlJy8c6cxnTqjo6OlY8eOYmlpqfNZBAcHy/jx4xXHCwkJSfNmjB9//FHs7e2179fOzk7bUpYZ4v3xxx+SK1cubbycOXPK/PnzFcd58uSJtnNp0vGqQYMG0qdPH53LAYZSuzO2yLsTggULFsgPP/wg33//vcybN097YqaUmseVxMREiYyMlBcvXqT4W924ccOoYuz48ePa1qZHjx5JYGCgODk5ScmSJbWtRoaaMmWKTJ8+XUREdu/eLfb29tqTgmnTpinOTe399sWLF1K5cmVxdXUVS0tL8fX1FWtra6lWrZq8evVKcbw2bdpIrly5ZM2aNXL79m25ffu2rFmzRvLkySNt27ZVHO99LHYM9OLFC3nx4kVGp6FDzRE7H8OTJ0+ManUSUX9Uh1qSromn5u+//5ayZct+xIxSioyMTPOmVM+ePaV06dKyf/9+cXR01H4WGzduNKrfRHqJjo6W48ePy9GjR41q/UvveCIijx8/NupHNb2o3Rn7YzD2uJKQkCDW1taK+iBlpJs3b8q6desUF01J0mu/3bVrl0yaNEl++eUX7eVeY0RHR8v3338vtra22hFnNjY28v333xtVPL2P8+yks759+2L06NFwdHRE375903zulClTFMX28vLCtm3bULx4cTg5OSEsLAz58uXDjRs3ULRoUcWTdqk9l4iaPDw8cPDgQRQsWFDnvUZGRsLf3x8xMTFGx75z5w40Go1R80K4ubkhLCwMuXLl0vv4rVu3ULx4cTx79kxx7Ddv3uDs2bN658YxZp4iteTOnRurVq1ChQoVdD6LiIgIlCpVClFRUYpjJiQkYMOGDbh06RI0Gg38/f3RsGFDWFpapsM7MB9btmyBpaUl6tSpo7N9+/btSEhIQGBgoKJ4Dg4OuHjxIvLkyaPz2V6/fh3+/v548+aN4hzv3r2LgwcP6v0eK5135sWLF0hISEgxn9jTp09hZWWleO6ZwoULY8GCBahQoYKi132K0mO/TQ/R0dG4du0aRAT58+eHo6OjKnGtVIliRkqWLAmNRmPQcw2ZaO/06dPayaBOnTqVamxD/8/koqOj4eDgkGL7f//9p3jCqHXr1qFNmzYICgrC6dOnERsbCwB4+fIlxo0bhy1btnwwRtOmTRESEgJnZ+cPTs6odELGxMREvZPL3blzB05OTopiJcUbM2YMJk+erC0KnZyc0K9fPwwdOhQWFoZNLh4fH4/Hjx+nWuw8fvwY8fHxivPbunUr2rZti//++y/FYxqNxqiJ9tSaiO3x48fIli1biu3R0dFGfY8jIiJQr1493L17FwULFoSI4OrVq/D19cXmzZvx2WefKYr35s0bzJw5E3v27NH7A6t0gky14z158gTDhw9PNd7Tp08NjjV48GBMmDAhxfbExEQMHjxYcbHj7e2NiIgI5MmTR2f7gQMHkC9fPkWxgHcTqX733XewsbGBu7u7zvdDo9EoLnZatmyJBg0aoHv37jrbV69ejU2bNhl0nEpu4sSJGDBgAGbPno0iRYooem2SUqVKYdeuXXBzc/vg74eS70rPnj2RP3/+FH+jWbNmISIiAtOmTVOUp9r7LfBuEsbQ0FC932OlJ+9JHB0dUaxYMaNemxYWO+9p3LixqvGmT5+uPdsIDQ1VNXa1atWwZMkSjB49GsC7g0diYiImTZqEgIAARbHGjBmDOXPmoG3btli5cqV2e6VKlfDzzz8bFMPFxUW707i4uCj6/z/kyy+/xLRp0/DHH38AePdeX716hREjRqBevXqK4w0dOhQLFizAhAkTULlyZYgIDh48iJEjR+LNmzcYO3asQXEKFy6MnTt3onTp0nof37FjBwoXLqw4vx49euDrr7/G8OHDkT17dsWvT+769eto0qQJzp07B41Go52hOOmzUlo4lS1bFps3b0ZwcLBOnHnz5qFixYqK8+vZsyc+++wzHDlyRHvG/uTJE3z77bfo2bMnNm/erChex44dsWPHDjRv3hzlypUz+kCeXvG+/fZbXLt2DZ06dUL27NlNihceHg5/f/8U2wsVKoSIiAjF8bp164ZevXph4cKF0Gg0uHfvHg4fPoz+/ftj+PDhiuMNHz4cw4cPx5AhQww+gUjL0aNH9f6IVq9eHUOHDlUc79tvv0VMTAyKFy8OGxsb2Nvb6zxuSOHZqFEj7cmlmr8f69atw6ZNm1Jsr1SpEiZMmKC42FF7vx03bhx++uknFCxYMMX32NDvdHquWJCCyRfCzFR8fLyEhoYa1ckvOQsLC+01+bx588p///2nRnoiou6IHbXnElGb2qM6vL29U53zyMfHx+A4c+fOFUdHR/n7779TPLZp0yZxdHSUuXPnKs7PycnJ5HmAkqg9EdvBgwfFyclJvvvuO7Gzs5NevXpJrVq1xNHRUU6cOKE4noODg965o86cOWPUEFtnZ2c5cOCA4td9rHhZsmQxut/F+7Jnz663Y+6OHTvE09PTqJhqdsZWYz6r5FL7rpw9e9aooefp0TleLba2tnrnxwoPDzfqmKz2fpstWzZZtGiR4tcll3zFgg/dTMViJw22trZy/fp1k2JkzZpVjhw5IiLvRsUomaHSEGqN2FF7LpGYmBiJjo7W3o+MjJSpU6fKtm3bFMdKHlOtUR22trba+TCSu3z5suLJxIKCgkSj0Yifn580btxYmjRpIoUKFRILCwtp2bKlUfl16NDBqNE5+qg9EZvIux+XpOG+fn5+EhQUZNBkl/q4ubnJwYMHU2w/cOCAUUPP/fz8TBpSn97xypQpo3jZhdR06dJFihYtqlNQhIeHS7FixaRTp05Gx1WrM/aAAQOMGumTmi+++EJ69OiRYnv37t2lSpUqqv0/xrp165bcvn1be//o0aPSq1cvo054ChcurHdqgxkzZhh1TBZRd7/18vJSrXN30si45L8ZamOxk4YyZcrIzp07TYrRpUsXsbW1lTx58mjXrsqbN6/eW0ZSey6RL7/8UmbPni0iIs+ePZNs2bJJzpw5xc7OTn7//Xe101esXLlyEhwcnGJ7jx49pHz58orjrVq1Sho2bCj+/v7i5+cnjRo1klWrVhmdX3R0tNSrV0/atWsnv/76q0yfPl3npkRmn+CxTZs2UrhwYTly5IgkJiZKYmKiHD58WIoUKSLt2rVTHG/Lli1St25dk6Z1SM94x44dkxo1akhoaKj8999/2pGexoz4fP78uVSoUEGsrKwkT548kidPHrGyspKAgAB59uyZKvmaIj4+XurWrastUkxd7+jAgQNiZ2cnVatWlZEjR8rIkSOlatWqYmdnZ1Qrpci7/WDo0KHSsmVLbSvxv//+q3eCuw95f60tJycno9faWrBggdjb28vw4cMlNDRUQkNDZdiwYeLg4KBoyY708ssvvxg1n44+H2NkHEdjpWH79u0YNGgQRo8ejdKlS6foFW5oz/+tW7ciIiICPXv2xM8//5xqh9pevXopzlHNETtDhw7F1KlTtSMubG1t0b9/f22fICU8PDywd+9eFC5cGPPnz8fMmTNx+vRprFu3DsOHD8elS5cUx1RzVMfevXtRv3595MqVCxUrVoRGo8GhQ4dw+/ZtbNmyBVWrVlWcn5rmz5+P7777Dvb29no7dl6/ft3gWFWrVkW/fv3QuHFjtG7dGs+ePcNPP/2EP/74AydPnsT58+eNyvHRo0d6PwulnQufP3+Odu3a4e+//4a1tTWAdx2/GzZsiJCQEMX9vx4/fowWLVpg3759cHBw0MZMoqQDcHrECw8PR6tWrXD69Gmd7SJiVOdzEcGOHTsQFhYGe3t7FCtWzOiV7NXujD169GiMGDEi1X4du3fvVpzjmTNnMGnSJJw5c0b7focMGYLPP/9ccay9e/ciMDAQlStXxr59+3Dp0iXky5cPEydOxLFjx7B27VpF8dzc3HDkyBEULFgQM2bMwKpVq3Dw4EFs374d3333naL9FgBmz56NsWPH4t69ewCAPHnyYOTIkWjbtq2iOMmptd8mJiaifv36uHr1Kvz9/VPsF0r72KT3yDgWO2lI3qEu+U5q7EGpQ4cOmDFjhlGjh/RRa8ROQkICDhw4gKJFi8LOzg4XL15EYmIi/P39kSVLFqNyc3BwwOXLl5ErVy60aNEChQsXxogRI3D79m0ULFhQ8VDxD43qUHoQAYB79+7ht99+w+XLlyEi8Pf3R/fu3eHj42NwjMTEREyePBkbNmxAXFwcatWqheHDh8POzk5xPsl5eXmhZ8+eGDx4sMkdO7dt24bo6Gg0bdoU169fx1dffYXLly/D3d0dq1atQo0aNRTFO3nyJNq1a4dLly7h/cOHsSPFgHdFQPLPIn/+/EbFqVWrFm7dupVqB+B27dplaLxy5crBysoKvXr10hvviy++UBRPTa1bt9Z2xtaX24gRIxTFc3Nzw9SpU9G+fXsVs1RPxYoV8fXXX6Nv3746w7GPHz+Oxo0b4+7du4riZcmSBefPn0eePHnQsGFDVK5cGYMGDcKtW7dQsGBBvH792qg8Hz9+DHt7e6OPx4D6++0PP/yABQsWICAgQO93ZdGiRYribd68GRMmTDBpZFxaWOykYe/evWk+npEHJQDInz8/6tSpo8qIHTs7O1y6dAl58+ZVJbdixYqhc+fOaNKkCYoUKYKtW7eiYsWKOHnyJOrXr48HDx4oiufr64vvvvtOtVEdahk/fjx++ukn1KxZE/b29ti2bRvatm2rHTVmrKxZs+L48eOKh10b6unTp3BzczNqJFCxYsWQP39+DBo0SO9BLnfu3GqlaRQHBwccPnwYxYsXz7TxTp8+jYIFCxr1+hkzZqBr166ws7PDjBkz0nyu0hZPFxcXbNmyBZUrVzYqt/d5eXlh//79RrW6JImKitK2on9oLhil8+xkyZIF586dQ968eVPM31WoUCHF8wqVL18eAQEBqF+/PmrXro0jR46gePHiOHLkCJo3b447d+4oiqcmtfdbJycnrFy5EvXr11clPzc3N8TExCA+Pt7okXFp4dDzNKhRzKTn3DOPHj1C3759TS50AKBo0aK4fv26asXO8OHD0bp1a/Tp0wc1a9bUDm3cvn07SpYsqTheTEwMWrZsaVKhc/bsWRQpUgQWFhY4e/Zsms81tEk3JCQEM2fO1M77sXXrVjRu3Bhz5841aUhxu3btsGrVKvz4449Gx3hfREQErl27hmrVqiFr1qwpzu4MdePGDfz1119Gt7wA6TvZZqFChYw+g/4Y8cqUKaNt4TTG1KlTERQUBDs7O0ydOjXV5xkzj02OHDlUa3kG3l2anzlz5geLsrS4ubnh/v37yJYtG1xdXfXuV8a2tru6uuL+/fspjnunT582apLRX375BU2aNMGkSZPQrl07bYG8adMmlCtX7oOvT685ewB19tvksmbNqurJmNKh9Eqx2PmA58+fY8GCBTozu3bs2NHgfgTpOfdM8+bNERoaqsoXbuzYsdr+Oab0T0qeW5UqVXD//n2dM+KaNWsqmlshSadOnbBmzRoMHjxY8WuTlChRAg8ePEC2bNlQokQJnTlnklNy0Lx58ya++uor7f06depARHDv3j2jDpZJEhISMHHiRGzbtg3FihVLcT1cSQHw5MkTtGjRAnv27IFGo0F4eDjy5cuHzp07w9XVFZMnT1aUW82aNREWFmbSQTP5ZJvv910x1YQJE9CvXz+MHTsWRYsWTfG3U/pdVjtecHAwevXqhQEDBuiN96FC+8aNG3r/rYbJkydj0KBBmDNnjiotdMeOHcPu3bvxzz//oHDhwkb169i9e7d2/qU9e/aYnFNyrVu3xqBBg7BmzRrtPGUHDx5E//79jeoXU716dfz333+IioqCm5ubdnvXrl0Nmgk4vebsAdTZb5MbOXIkRowYgUWLFumd3FYppZeDleJlrDScOHECderUgb29PcqVKwcRwYkTJ/D69Wts374dpUqVytD8YmJi8PXXX8PT01PvQVPJWZ3a/ZP0SUxMxObNm7FgwQJs2LBB0WsTEhLw1Vdf4fXr13rfqyE//jdv3kSuXLmg0Whw8+bNNJ9r6IHewsICDx8+hKenp3Zb8uZwY6U1KaTSjp1t27bFo0ePMH/+fPj5+Wlz2759O/r06YMLFy4oyu2///5Du3btUK5cORQpUiTFZ5GRS1kA//ddfv+s2NjvcnrFSy6p8FYSLy4uDgULFsQ///yjd2JBY6jdGbtDhw5pPq6kX0d8fDzGjh2Ljh07wtfXV1EeqYmLi0P79u2xcuVKiAisrKyQkJCA1q1bIyQkRJXlSp49e4Zly5ZhwYIFOHPmjEGvSepHWaxYMZ2iyRRq77clS5bULuuQJ0+eFPGUtjwB6btsDFt20tCnTx80bNgQ8+bNg5XVuz9VfHw8OnfujN69e2Pfvn2K4t24cQPx8fEprl+Hh4fD2to6xRTtH7JixQps27YN9vb2CA0NNWkqdrXPmJILDw/HwoULsXjxYjx79izFOj6GGDduHLZt26Zt+jdmts7kBYya/UqGDRumc2bz9u1bjB07VqclT+mlGDU/j+3bt2Pbtm3ImTOnzvbPP//8g0WfPocOHcKBAwfw77//pnjMmB//jh07Yvr06Skun0RHRyM4OBgLFy5UFE/t77La8dRqjbG2tkZsbKzJMzon16pVK9y9exfjxo0zeXZnQHkn1bRYWVnh119/VbUFwNraGsuXL8fPP/+M06dPIzExESVLljSpj1GSnTt3ak/sPDw8FLVoJ613dunSJdWKHbX3W7VbntReNuZ9bNlJg729PU6fPo1ChQrpbL948SLKlCmjeETRF198gY4dO6bYWZctW4b58+crXk5CzRE7anv9+jVWr16NBQsW4MiRI0hISMDUqVPRsWNHo0YUpMeojqtXr6a6rouhU+NXr179gz8Ixg6xTWLKQqXAu5amU6dO4fPPP08x4qRu3bp48uSJonh58uTBV199hWHDhqnSX8zS0lLbJyO5//77D15eXkatLfa/YsKECbh8+TLmz5+vPSEzhdqdsZM8fvwYV65cgUajQYECBXRaQpVo3LgxGjdunC6ju+S9ZVSMcevWLSxatAiLFi3Cq1ev8OzZM6xevRrNmjVTHKts2bKYMGECatasaXQ+yam936qtXr16EBEsX748xbIxFhYWipeNeR9bdtLg7OyMW7dupSh2bt++bVQnvtOnT+sd5VChQgX06NFDcby3b9/im2++UbXQiYmJ0btYpKEddo8dO4b58+dj1apVKFCgAL799lusWbMGOXPmRK1atYweOmlra6vaCBHg3Xow33//PTw8PODl5ZWipcjQYkft9c6SqLVQKaDuGmrAuwNQnz59TD5gRkVFQd5NbIqXL1/qDNdPSEjAli1b9C5caAhT+9qld7xr165h2rRp2nh+fn7o1auX4rPXo0ePYteuXdi+fTuKFi2aol+I0kEPanfGTmqdW7JkifaEwtLSEm3btsXMmTMV9/UIDAzEkCFDcP78eb19C425hLpgwQJMnToV4eHhAN61ePbu3RudO3c2OMbq1asxf/58HDx4EPXq1cP06dMRGBgIR0dH+Pn5Kc4JUL8fpVr77ftOnjyps18YMwAFeDf6Ofn6eADg7u6uXb/QZOk2XaEZCA4Olpw5c8rKlSu104D/+eefkjNnTqNmjnR2dpZTp06l2H7ixAnJkiWL4ni9e/eWsWPHKn6dPo8ePZL69euLhYWF3puhLC0tpXfv3tolCZJYWVnJhQsXjM5v3Lhxemc8NlauXLlkwoQJqsVT2+DBg8XT01N+//13CQsLkzNnzshvv/0mnp6e8uOPPyqKpeYaaiIibdu2lXnz5il+3fs0Gk2q3zcLCwuxtLSUMWPGKI57/PhxyZo1q+TIkUOaNGkijRs3lpw5c4q7u7ucPHkyw+Nt3bpVbGxspFy5ctKnTx/p3bu3lCtXTmxtbWX79u2KYqm9ntC2bdukUqVKsmfPHpNndxYR6dq1q+TLl0+2bNmijbF582b57LPP5LvvvlMcL2m9Ln03JcepJD/99JM4OjrK4MGDZePGjbJx40YZPHiwZMmSRYYOHWpwHEtLSxkyZIhERUXpbDfluPf+e0u6Gfte1dpvkzx8+FACAgJEo9GIm5ubuLq6ikajkRo1ahi1LJLay8a8j5ex0vD27VsMGDAAc+bM0TalW1tb4/vvv8eECRO0veYN9dVXX8HBwQF//vmntsNVQkICvvnmG0RHR+u9lpqWnj17YsmSJShevLjJI3aCgoIQGRmJadOmISAgAOvXr8fDhw+1rQuGzqWQNLdEgwYN0KZNG9SpUwcajQbW1tYICwszuiNlkyZNsHv3bri7uxs9qiM5Z2dnnDlzxqROxAA+OGw6idI+Oz4+PpgzZ06KM9WNGzeie/fuiic7e/DgAWbPno2TJ08iMTERpUqVwg8//ABvb29FcYB3Z5zTpk1D/fr1TeoYv3fvXogIatSogXXr1umc0dnY2CB37tyKJnhMUrVqVeTPn19vX7vr168r7mundrySJUuiTp06mDBhgs72wYMHY/v27R/s2Llp0yYEBgam+LurQe3O2B4eHli7di2qV6+us33Pnj1o0aIFHj9+bFK+pvLw8MDMmTPRqlUrne1//vkngoOD9U7Yqk/Xrl2xevVqFC5cGG3atME333wDNzc3k457as/zptZ+m+Sbb77BtWvXsHTpUm3r1cWLF9GuXTvkz58ff/75p6J4bdu2xalTp7BgwQLtMP2jR4+iS5cuKF26NEJCQhTFex+LHT127tyJypUrayc1iomJ0fY6z58/v9HD7C5evIhq1arB1dVVuxzB/v37ERUVhd27dyueNVLNETve3t7YuHEjypUrB2dnZ5w4cQIFChTApk2bMHHiRBw4cMDgWLdv39Zet379+jW++eYb/P777zh79qzRTbpqjuoA3g1lL1u2LL777juj8kliyGUgY/rs2NnZ4ezZsyhQoIDO9itXrqBEiRKqXmpQKq25mIyZzfrmzZvw9fVV7XKs2n3t1I5nZ2eHc+fOpegEe/XqVRQrVuyDE9lZWlriwYMH8PT0TLW/k7HU/oF1cHDAyZMnU+z3Fy5cQLly5RAdHa04xyRv3rwxeaZyNzc3HDt2TO9nUa5cOTx//tzgWEn9FBcuXIijR4+iTp062Lx5M86cOWPwsT35vGxLlizBN998o/ikOjVq77cuLi7YuXMnypYtq7P92LFjqF27tsF/u4iICOTPn1/vsjFxcXFo1KiRUcvGpGBy25AZ0mg0YmtrK1WrVtUuwhYbG6tK7Lt378qQIUOkXr160qxZMxk1apQ8efJEldimcHJykhs3boiISO7cueXAgQMiInL9+nWTFovcvn27tGzZUuzs7OTzzz+XIUOGGNX0r7Zx48aJh4eHKgttpge1Fyp9+vSpTJo0STp27CidOnWSX3/9NVN875KLjo6WS5cuSVhYmM5NqWzZssm2bdtSbN+6datky5Ytw+PlzJlTVq9enWL7qlWrxNfX94Ovz549u2zatElE3h2rjLlk8LHUqFFDvv76a3n9+rV2W0xMjHz99ddSs2ZNxfHi4+Pl559/Fh8fH7G0tNQucPvTTz/J/PnzFcdLWpz0ff369ZPu3bsrjpfk6tWrMnjwYPHx8RFnZ2dp1aqVrFu37oOvs7a2lnv37omIiIWFhXZh0swoS5Yscvr06RTbT506JU5OTgbH0Wg0kjNnTmnTpo0sXLhQrly5Ips2bZKNGzdKeHi4avmy2NHjzp07smTJEunUqZPky5dPNBqN2NvbS40aNWT06NFy4MABiYuLy+g0ddy+fVvu3Llj9OvLlCkjW7duFRGRRo0aSZs2beTOnTsycOBAyZcvn8n5PX36VGbMmCElSpQw6npzkkePHsn+/fvlwIEDJh3kk1aI1nfL6BXoRURCQ0PF0dFR/Pz8tAWKn5+fZMmSRfHqzqGhoeLi4iK+vr7SpEkTadKkieTKlUucnZ0lNDTUpDyTVik3hVr9xZKo3ddO7XijRo0SV1dXmTBhguzbt0/2798v48ePF1dXVxk9evQHXz9ixIgP9ncy9m8nIvLs2TP59ddfpVOnTtK5c2eZMmWKPH/+3KhY586dkxw5coi7u7vUqFFDatasKe7u7pIjRw6jVhUfNWqU5MuXT5YtWyb29vbaYmfVqlVSoUIFg2IkX3U9ODhYnJycpHDhwtKpUyfp1KmTFC5cWJydnaVHjx6K83tfQkKCbNq0SRo1aiQ2NjYffH7RokWlXbt2EhISIhqNRmbOnCmLFy/WezOFGvttw4YNpVq1anL37l3ttjt37sgXX3whjRs3NjjOvn37ZPTo0VKzZk1xcHAQCwsLyZMnj3Ts2FGWLl1q0u9acryMZYDbt29jz549CA0NRWhoKG7evAkHBwe8fPnSqHimjnhKouaIneXLl2sn2Dp9+jTq1KmDJ0+ewMbGBiEhIfjmm28U5ZaWU6dOKZ6QUe1RHWpJrz47wLtV3n///XeTFioFgCJFiqBSpUqYPXu2Tl+x7t274+DBg0ater5kyRJMmjRJO4KlQIECGDBgANq0aaM4llr9xZKo3ddO7XgigmnTpmHy5Mna1ax9fHwwYMAA9OzZ06Chz5cvX0ZERAQaNmyIRYsWwdXVVe/zGjVqpCi39JhI9fXr11i2bJnO9zgoKCjF2keGyJ8/P+bOnYuaNWvqTKNw+fJlVKxYEc+ePftgDENHIJo6ZcT7Hj169MHLjYcOHULfvn1x7do1PH36FE5OTnq/DxqNxqi1otTcb2/fvo1GjRrh/Pnz8PX1hUajwa1bt1C0aFFs3LgxxbxehoiLi8Phw4e1v7VHjhxBbGws8ufPjytXriiOp0OVkul/QEREhPzxxx/SunVrcXZ2FkdHR8Ux1D6DVXPEzvuio6Pl5MmT8vjxY5PiqEXtUR1qqV69us7NyspKypcvr7MtICAgw/ITEbGzs0sxOk5E5PLly2JnZ6c43uTJk8XBwUEGDhwoGzdulA0bNsiAAQPEwcFBpkyZojiel5eXHD16VETeXU69cuWKiIhs3LhRKleurDhekujoaDl79qyEhYVJdHS00XHSK56ISFRUVIoRPEqMHDlSby7x8fGyfv16xfGqVKki7du312m5jouLk3bt2knVqlWNzlMtdnZ2EhkZKSLvLqMktexcuHDBqGNyZqbRaFS9jKX2fptk+/btMmPGDJk+fbrs2LFDlVxjYmJk+/bt0q9fP3F2djbpakASFjupuHbtmixYsEC+/fZbyZEjhzg7O0vdunVl3LhxcvDgQXn79q3imK1bt5ZKlSrJsWPHxNHRUbZv3y5Lly6VggULyj///KM4nre3t2zcuDHF9g0bNoiPj4/ieJmZu7u77NmzJ8X23bt3i4eHh8FxOnTooPfWu3dvmT17trx8+dKkPJMfgE2xcOFCvf06Vq9eLSEhIYpiVapUSe8P3/r16w1u+k8uT548epvRQ0JCJE+ePIrjqd1f7Pnz53r7Iz158sSo4dNqx7t+/bpcvXo1xfarV69q/w7GunTpkgwYMECyZcsm1tbWil9vZ2cnly5dSrH9woULRn0W48aNkwULFqTYvmDBAqOmfihdurQsXbpURHT3tZEjR0qVKlUUx8vMIiMjU1xqSn5ZTCm191s1vX79Wnbt2iU//fSTVKlSRWxtbaVQoULSrVs3Wb58uSqXsljs6JErVy5xdXWVr776SiZOnChHjx6V+Ph4k+OqfQZra2urjZGcsWfsmZm9vb1cvHgxxfbz58+Lg4ODwXEaN26s91a9enXx9PQUHx8fk4oVtYqdAgUKyO7du1NsDw0NlQIFCnzw9ck7+K5cuVJy5colkyZNkv3798v+/ftl0qRJkidPHlm5cqXi3GxtbfV2HLx69arY2toqjqd2f7G6devKb7/9lmL77NmzJTAwMMPjVatWTW/BunTpUvniiy8Ux3v16pUsWLBAKlWqJBYWFlKzZk2ZN2+eUa2yanfGzp07t965U44cOWLUD+ymTZvExcVFJkyYIA4ODjJp0iTp3Lmz2NjYKJ6jSOTdj+zEiRMlMDBQSpcuLSVLltS5ZRZJHZ69vb3Fzs7OqGJH7f02ODhY72COmTNnKurLVq1aNbG3t5ciRYpI9+7dZdWqVfLgwQPF+XwIix09smfPLq6urtKgQQOZPHmynDhxwuTOXCLqn8GqPWInM1N7VIc+MTEx0rx5c/n666+NjqFWsWNra6v3LP/GjRsGFbJJHVjTmoTN2MnJChcurHcyy9GjR0uRIkUUx1u2bJksWrRIRN6N5PD09BQLCwuxs7Mzqhhzc3PTWxhfunRJsmbNmuHxnJyc9P7ohIeHi4uLi8FxDh06JB07dpQsWbJIyZIl5ddffxVLS0uTJu9UuzO2ra2tXL9+PcX2a9euGfUDK/Ku8KpWrZo4OjqKvb29VK5cWW+BZohWrVqJh4eHfPfddzJixAgZOXKkzi0jxcTESEhIiFStWlWsra3FwsJCpk+fbnTrs9r7rY+Pj5w4cSLF9pMnT0qOHDkMjmNlZSW+vr4SHBws69atS7euE1wuQo8HDx7g8uXLCA0NxZ49ezBx4kS8efMGVapUQfXq1fHFF1+gdOnSiucFKViwIK5cuYI8efKgRIkSmDt3LvLkyYM5c+YYNbnbxIkTUb9+fezcuRMVK1aERqPBoUOHcPv2bWzZskVxvMxs+vTpqFu3LnLmzInixYtDo9HgzJkzsLOzw7Zt21T5P+zt7TFo0CBFC/all2zZsuHs2bMpFocNCwuDu7v7B1+v1mKT+owaNQrffPMN9u3bh8qVK0Oj0eDAgQPYtWsXVq9erTheUFCQ9t8lS5ZEZGQkLl++jFy5csHDw0NxvNjYWL3racXFxRk1P5Ha8TQajd7BDS9evDB40j5/f3/ExMSgdevWOHr0qHbSusGDByvOJ7lff/0VGo0Gbdu21dsZWylfX18cPHgwxRwvBw8eNGrCSACoU6eOUYsJ67N582Zs2bJF1aVogHed2vWtuZcrV64Pvja9ltxRe7998uSJ3rlvnJ2dDZ6MEXi3FMv+/fsRGhqKX375Ba1atUKBAgXwxRdfaH9vjV1LTUe6lFBm6OLFi/Lbb7/J119/Lc7OzorOwJIsW7ZMFi5cKCLqnMGKvBvq9+OPP0rTpk2lSZMmMnToUJ2hgB9TiRIlUjQDp3YzRkxMjPzxxx/St29f6dOnj8ybN09iYmJUfQ/Xrl1TNEfE+3PCODo6yubNm02eK2bAgAGSO3du2b17t8THx0t8fLzs2rVLcufOLf369VMcT20nTpyQoKAgKVWqlJQsWVKCgoL0LoWSEb744gu9w4a7d+9uVL8OtePVr19fvv76a51L4/Hx8dKsWTOpW7euQTGsra2lTZs2sn37dp1WZ1OXZUmiVmfsCRMmiLu7uyxcuFAiIyMlMjJSFixYIO7u7jJu3DiTcnz58qXJy1n4+fkZtX+m5urVq1KlSpUUg0+UtKKm15I7Iurut4ULF5aZM2em2D5jxgzx8/MzOseoqCjZsmWLDBgwQMqWLSs2NjZSuHBho+MlYcuOAR4+fIizZ8/i7NmzCAsLw8uXL42a1VLtM1gAyJEjB8aOHWvUa9/3/mKHfn5+6NSpk8EzVzZu3FiVPFJjb2+PLl26pOv/cejQIUWLMZYoUQIajUa7YjLwblkQANrtxkyzP2bMGNy8eRM1a9bULlGQmJiItm3bYty4cYpiAe9mXp45c6b2sy1UqBCCg4NRsGBBxbEAoHTp0li2bJlRr31f8+bNUaZMmRStEpMmTcKxY8ewZs0aRfHGjh2LWrVqISwsTLti9K5du3D8+HFs375dcX5qx5s4cSKqVauGggUL6p1J3RA3btxASEgIvv/+e7x+/RqtWrVCUFCQSSt2A//XupQ1a1YULVpUu/3p06ewsrJSvPjkwIED8fTpU3Tv3l071YadnR0GDRqEIUOGKM7vxo0b6NGjB0JDQ3VmmjZ2P5s8eTIGDRqEOXPmIHfu3IrzeV/79u1hZWWFf/75B97e3kZ9HjVq1MCCBQvw6NEjnSV31KDmftu3b1/06NEDjx8/Ro0aNQC82y8mT56MadOmGR3X0dERWbNmRdasWeHm5gYrKytcunTJ5Hw5z44ejx490o7z37NnD65evQpra2uUK1cOAQEBCAgIQMWKFQ0ueGJiYjBgwABs2LABcXFxqFWrFmbMmGF0gZNk0aJFyJIlC77++mud7WvWrEFMTAzatWtncKz0mF9DTePHj0f27NnRsWNHne0LFy7E48ePMWjQIIPinD17Vu/2Fy9e4Pjx4xg3bhzGjBlj8DISN2/eNOh5xh5Ir169irCwMNjb26No0aJGxVm7di1atWqFMmXKoGLFigCAI0eO4Pjx41ixYkWK78+HbNmyBZaWlikuJWzbtg2JiYkIDAxUFM/T0xO7d+/W+XEFgHPnzqFWrVp4+PChongAcObMGUyaNAlnzpyBvb09ihUrhiFDhqRYFiCj4t27dw+zZs3SfrbFihVDjx49dNYHM9Tu3buxcOFC/PXXX3jz5g369++Pzp07p1hqxBCBgYFo0KABunfvrrN9zpw52LRpk9GXx1+9eoVLly7B3t4en3/+udFLIFSqVAkA0KtXL2TPnj1FEaB0OYvHjx+jRYsW2LdvHxwcHFKsF6V0LhtHR0ecPHkyxdIiSqXHkjtq77cAMHv2bIwdO1Y7X1SePHkwcuRItG3b1uAYiYmJOHHihPb39uDBg4iOjkaOHDm0v7cBAQGmF6Mmtw2ZIY1GIzY2NlKpUiUZOnSo7Nixw6TLJf379xcHBwfp0qWLBAcHi4eHhzRv3tzkPE0dsZNcZp9fQ61RHWl13M2WLZtMnDhRzbQzhbx588qwYcNSbB8+fLhRs0UXLVpUNm/enGL7v//+K8WKFVMcL7V5gC5dumR2owrT0/Pnz+W3336T0qVLi0ajkaJFiyqOoXZnbLU5Ojrq/a4Yq2bNmvL555/LhAkTZNGiRRISEqJzU6pMmTKyf/9+1fITUW/JHbX32+QePXpkdMdpJycnsbCwkBw5ckhQUJDMmzdPIiIiTMpHH7bs6LFt2zZUqVIFjo6OqsT77LPPMHbsWLRs2RLAuw5olStXxps3b7Qz2hrDzs4Oly9fTtGJNTIyEn5+foo6T6q92GFCQgKmTp2K1atX650tWukZk52dHS5dupSio+P169fh7+//wcUTk6TWEuPi4pLqLLSpuXXrlkEdDpPcvXsXOXLkMOi5CQkJCAkJwa5du/R2dFQys6uDgwPOnj2L/Pnz62wPDw9H8eLFjVoY89KlS3q/d4ULF1a8uGPZsmXRoEEDDB8+XGf7yJEj8ffff+PkyZOK4gHvzhYjIiL0/u2qVauW4fGeP3+OY8eO6Y2n5Kw4NWfOnMHChQsxY8YMRa9zdHTEkSNH9LaylS9fXvF3JTo6GhMmTEj1e6x08cmAgAAMHToUtWrVUvS61Dg4OODw4cMoXry40TGioqK0/z5x4gR++uknjBs3Tu/K4kovAyb37NkzLFu2DAsXLsTZs2cVX7JTe79Vy9y5cxEQEGBUS6QS7LOjh1o9/ZPcvn1be20eAMqVKwcrKyvcu3cPvr6+Rsc1dcROcs7Ozrh161aKYuf27dtwcnJSnNuoUaMwf/589O3bF8OGDcPQoUMRGRmJDRs2pPhRM4RaozrUuC6fpGzZsmjYsCG6dOmCcuXK6X3OixcvsHr1akyfPh3dunVDcHCwQbF79eqFkJAQ1K9fH0WKFDHpmn316tWxf//+FMXOgQMHdL6XhnJxccH169dTfO8iIiKMOkEYNmwYmjVrhmvXrulc+//zzz8V99cB3l2ia926NW7evIn3z+WM6dehdry///4bQUFBiI6OTrEcQNJIKFOVKFFCcaEDvPtO//HHH5g5c6bO9jlz5qB06dKK43Xu3Bl79+5FmzZtjO7Dktz8+fPx3Xff4e7duyhSpEiKYkLpkjuFChUyakRdcq6urjrvS0S0fbuSbzPmu5Kcm5sbgoODERwcjFOnTil+vdr77cOHD9G/f39tIfv+vmHoe+3WrZvi/9sYLHY+goSEBNjY2Ohss7Ky0jucVYmWLVuiZ8+ecHJy0p5d7t27F7169dK2Ihnqm2++QadOnfDrr7+iUqVK2mGJAwYMQKtWrRTntnz5csybNw/169fHqFGj0KpVK3z22WcoVqwYjhw5gp49eyqK17lzZ/Tu3RtxcXE6P4gDBw5Ev379FOenhkuXLmHcuHGoW7curK2tUaZMGfj4+MDOzg7Pnj3DxYsXceHCBZQpUwaTJk1SdE185cqVWL16NerVq2dUbps2bdL+u2HDhhg0aBBOnjyJChUqAHj3A75mzRqMGjVKceyGDRuid+/eWL9+vbYzd0REBPr164eGDRsaFW/Dhg0YN24c1q5dq+3DsnPnTsV9MADgu+++Q5kyZbB582ZVfmDVjtevXz907NgR48aNy7A13VKjdmfsf//9F5s3b1ZtaPfjx49x7do1dOjQQbvNlIEAEyZMQL9+/TB27FijW2L27Nmj6P9UgzF9KNXeb9u3b49bt25h2LBhquwX6U71C2OUgkajkXr16mlXnG7SpIlYWVlJ7dq1dbYpFRsbKy1atBCNRiPW1tZibW0tlpaW0qFDB4mNjVUcq2fPnmJjY6MdLmlrayu9e/eWN2/eKM7NwcFBbt68KSLvZo5OusZ87do1cXZ2VhwvMTFRBg4cKHZ2dtr8HBwcZNSoUYpjqe3169eybt066d27tzRu3Fjq1KkjQUFB8uuvv8q5c+eMiunt7a13dmxDfWgyQVMmFXz+/LlUqFBBrKystCvFW1lZSUBAgDx79szonNXi4OCgd9K+zBRPjYkn08vp06eldevW4u/vL6VLl5YOHTroXd7CEHny5NHbB8hYfn5+0rRpUzly5IjcuHFDO5w96aZU8v3A2KHiyd28eVPvBLSJiYna42FGUXu/zZIli5w+fVr1PNML++x8BMnPQtKyaNEio+KbOmInISEBBw4cQNGiRWFnZ4dr165BRJA/f36jzzwLFiyIJUuWoHz58qhatSrq16+PwYMHY9WqVQgODsajR4+MiqvWqI7MbvLkybh+/TpmzZqVKc+YRAQ7duzQGU1kTN+V9FCjRg0MHDgQdevWzZTxmjZtipYtW6JFixaqxMvMli1bho0bN2Lx4sWqtGI5OjoiLCwsxSVZY+3duzfNx5W2LFpaWuL+/fspVjd/8uQJsmXLZtJlLDWoud/6+/tj+fLlKFmypMpZpg8WOwQg9Q7Axho8eDCcnZ3x448/aoc+58mTB7du3UKfPn2Mmo31f0mTJk2wZ88eZM2aFYULF07RvP7XX39lUGbqyJo1K65evQoPDw+4ubmlWdAp7cy+fv16/PTTTxgwYIDeSxNK+3WoHW/BggX4+eef0aFDB73xjLmkoCY1O2OXLFlSe/KUJ0+eFO9Vad+TBg0aoH379mjWrJmi130sFhYWePjwYYoZf2/evAl/f/8M6wScHrZv347JkydrVwLI7FjsfMCuXbswdepUncnYevfurdpoAFOoOWKnbNmymDBhQoqOdWo5evQoDh48iPz58xt1MFd7VEcSU6Z1T08fag38UCvgjBkz0LVrV9jZ2X2wo6rS/lPAu/0itc9i4cKFH3z94sWL0bJlS9ja2mLx4sVpPlfJfFEA9C7jYkq/jo8RL3lcpfFM/SySU7sz9of6hI0YMUJRvD/++ANjxoxBx44dVSsU9+/fj7lz5+L69etYs2YNcuTIgaVLlyJv3ryoUqWKQTH69u0L4N2yNl26dNFpxUpISMDRo0dhaWmJgwcPKs5PTWp+V9zc3BATE4P4+HhV5ihKb+ygnIZZs2ahT58+aN68OXr16gXg3cGgXr16mDJlCnr06JGh+ak5Ymfs2LHo378/Ro8ejdKlS6fona9kyGRcXBy6du2KYcOGIV++fACA8uXLo3z58kbnp/aojvDwcHTs2BGHDh3S2W7sD5jajL2kmWTq1KkICgqCnZ0dpk6dmurzNBqN4mJn1KhR+Pnnn1GmTBmjP4uwsDA0b94ctra2yJs3LypVqqSdKdpUaq8Lpna8939kTKHGZ5Gc2p2xlRYzH5I02efPP/+c4jFj9tt169ahTZs2CAoKwqlTpxAbGwsAePnyJcaNG2fwJIqnT58G8O74ce7cOZ0BKTY2NihevDj69++vKDe1RjslUfu7YsosyRni43cT+nT4+PjoXftj1qxZ4u3tnQEZ6XJ3d9c7SZQx3u+0ampHPRcXF1U7Ybq4uGhXiVdDpUqVpFq1arJlyxY5ffq0nDlzRudGqfPy8pIlS5aYFMPKykoePHggIiIWFhby8OFDNVL7n6PGZ5Gc2p2xM7sSJUrI4sWLReRdh9ukY9bp06cle/bsiuO1b9/eqDW69Klbt674+/vL77//LuvXr5cNGzbo3JRS+7vyqWHLThqioqL0dkqsXbu2wcsTpCcbGxvVOuqpPXyySZMm2LBhg7Z511Rubm5GTaWfmjNnzqgyrbuaSpUqhV27dsHNzQ0lS5ZM88zL0L4OcXFxKFiwIP755x/tytimevv2rXbafmPlyZMHM2bMQO3atSEiOHz4MNzc3PQ+15B+Ips2bUJgYCCsra11ht3rY8ilDrXjpddlRTU+i+TKly+PiIgIk44r6dkfKzVPnjzB0qVL0bt3b0Wvu3Llit7vl7OzM54/f644D1NbZJM7cOAA9u/fjxIlSqgST43vSlRUlLaVP/lkivqYMoFiemCxk4aGDRti/fr1GDBggM72jRs3okGDBqr+X7GxsYpHFvXr1w/Tp09XZcSOMfOZpCV//vwYPXo0Dh06pPeymNJLJ6NHj8bw4cNVG9Xh7++P//77z+Q4SRYvXgwPDw/Ur18fwLsFEP/44w/4+/vjzz//NGiEXKNGjbTfAbUWVbW2tkZsbKyqI7o6d+6MFStWYNiwYUbHmDRpEr777juMHz8eGo0GTZo00fs8Qy9NNG7cGA8ePEC2bNnS/NtlVLz0uqyoxmeRXHBwMPr164cHDx4Y3Rl76tSp2olI0/NSh4hg+/btWLBgATZu3AhnZ2fFxY63tzciIiJSdLA9cOCA9hK8EklzgKVGST9KX1/fFJeuTKHGd8XNzU072uz9yRSTSCbpCvA+dlB+T/KzrqioKPz666+oXLmyzgKKBw8eRL9+/fDTTz8Z9X80atQIVatWRVBQELy9vfH48WM0atQoRf+RD1FzxM6+ffvSfFzpKIy0RnVpNBrFHYrVHtWxe/duVad1L1iwIGbPno0aNWrg8OHDqFmzJqZNm4Z//vkHVlZWGTp6asKECbh8+TLmz5+vSr+YXr16YcmSJShWrBiKFSuW4m83ZcoUg2O9evUKzs7OuHLlSorhuklcXFxMytfcJG8tTUxMxOLFi1X5LAD1O2Onh8jISCxcuBAhISG4e/cugoKC0LZtWwQEBChefmfixIlYvHgxFi5ciC+//BJbtmzBzZs30adPHwwfPlxxv8w+ffro3I+Li8OZM2dw/vx5tGvXDtOnTzc4ltqjndTYb/fu3YvKlSvDyspK9WH76Y3FznsMHXptzA92kuDgYJw/fx5Hjx5Ft27dsGnTJjg7O2s7uRnK1BE7yaV2kEuS0Qc5tUd1JL3f989MjD2oOzg44PLly8iVKxcGDRqE+/fvY8mSJbhw4QKqV6+Ox48fK4qnpiZNmmDXrl3IkiULihYtmqKVTWkhFhAQkOpjGo1G0dkroHsApQ9L6+//PqWXp1NbOy6JmsutKBEbG4u//voL8+fPx6FDhxAYGIjWrVujVatWCAsLM+kS7dChQzF16lTt+nq2trbawRpqGTlyJF69eoVff/3V4NeoPdpJ7f32U8NiJwOtXLkSrVu3RpYsWXDz5s1U+yx8DC9evNC5HxcXh9OnT2PYsGEYO3as4iHpP//8M/r375/iktPr168xadIko9bHUpPaZyXZsmXDtm3bULJkSZQsWRJ9+vRB27Ztce3aNRQvXhyvXr0yJV2TqFkUq+VTvvZPH5+Hhwf8/f3x7bff4uuvv9YeK62trU0udgAgJiYGFy9eRGJiIvz9/ZElSxY10taKiIhAuXLlFBUoak/J8L+Oxc5H0KNHD5QoUQKdO3fWbrt27RqqVKmCr776CmfPnkX9+vUzvADQZ9++fejTp4/ilacz+0yiagsKCsLly5dRsmRJ/Pnnn7h16xbc3d2xadMm/Pjjjzh//nxGp5ipJP9+WFhYfFLX/jOTjh07Yvr06SkW642OjkZwcLBBc6eo3Rk7Pbi5uaFYsWL49ttv8c0332gLYLWKnfS2dOlSDBo0CPfu3cvoVP5nsd34A+7cuYNNmzbh1q1bePv2rc5jhl4P37hxI7p27aq9f//+fXz55Zdo2bIlpk6dih07dqB79+4GFTvpMWInLZ6enrhy5Yri1yX9UL0vLCzM4FFVH2NUR0xMjN7PVumsuL/99ht++ukn3L59G+vWrdOuOn/y5EmjFlLNbJo2bYqQkBA4OzujadOmaT7XkMtiu3fv1n4PMmIhRXOxePFiTJgwIUWx8/r1ayxZssSgYkftztjp4f79+1i3bh0WLFiAXr16ITAwEN9++63JHe/fvHmDmTNnYs+ePXon2lN6DH1/3xAR3L9/HydOnDCpY/Dr168RFxens82QFk+199tPGYudNOzatQsNGzZE3rx5ceXKFRQpUgSRkZEQEUWrzj558kTbLPrs2TPUqVMHbdq00fZD+eyzz3D37l2DYqXHiB0AOHv2rM79pJ10woQJKF68uMFxkooSjUaDAgUKpOj38+rVK+3EYB+SnqM6Hj9+jA4dOuDff//V+7jSg7qrqytmzZqVYrsxq4qnh7Vr12L16tV6CztDDuguLi7az1KNDsPJLxNmto6Mn4KoqCiICEQEL1++hJ2dnfaxhIQEbNmyJdUO3+9L/gOv5oSHyUVERODatWuoVq0a7O3tUz0ZSo2dnR2CgoIQFBSEa9euYdGiRejZsyfi4+MxduxYtG/fHjVq1FDcQbljx47YsWMHmjdvjnLlyplcPL2/b1hYWKBgwYL4+eefUbt2bUWxoqOjMWjQIKxevRpPnjxJ8bghxyi199tP2kec0+eTU7ZsWRk2bJiI/N+EUy9fvpSGDRvK77//bnCckiVLSocOHWTHjh1SsmRJbcwkS5YskUKFCqmau1JJkwe+vyp2xYoV5dKlSwbHCQkJkUWLFolGo5Hp06dLSEiI9rZixQo5dOhQOr4Lw7Vu3VoqVaokx44dE0dHR9m+fbssXbpUChYsKP/8849RMfft2ydBQUFSsWJFuXPnjoi8+2z379+vOFZ8fLzMnz9fWrVqJTVr1pSAgACdmxLTp0+XLFmyyA8//CA2NjbSrVs3qVWrlri4uMiPP/6oODe1/fvvvzp/o1mzZknx4sWlVatW8vTpU6NiRkREyNChQ6Vly5baCQv//fdfOX/+vOJYrVu3lrlz55q0Cv37kr4rFSpUMOq7om+l7uQ3S0tLGTNmjGr5Guu///6TmjVravNNmrSvY8eO0rdvX5NiJyQkyJYtW6RZs2ZiY2Mj7u7uimM4OzurOlmpmrp37y5+fn6yZs0asbe3l4ULF8ro0aMlZ86csmzZsoxOT0RE4uLiZMeOHTJnzhyJiooSEZG7d+/Ky5cvMzizlFjspCFLliwSEREhIiKurq7aA+WZM2ckd+7cBsf5999/xcHBQZydnaV58+aSP39+2bp1qzx48EBWr14tnp6eMm7cuPR4CwaLjIzUud26dUtev35tdLzQ0FB5+/atihmqy8vLS44ePSoiIk5OTtofso0bN0rlypUVx1u7dq3Y29tL586dxdbWVntQ/+233yQwMFBxvB9++EEcHR2lRYsW0qtXL+ndu7fOTYmCBQvKihUrRER3lthhw4bJDz/8oDg3tRUpUkQ7E/jZs2fFxsZGhgwZIuXLl5f27dsrjhcaGir29vZSq1YtsbGx0b7fX375RZo1a6Y4XteuXaVgwYKi0WjE29tbWrZsKbNnz1Z0EpCcGt+V0NBQ2bNnj2g0Gvnrr78kNDRUezt06JDcvXvXqNzU1qZNG6lTp47cvn1b57u3bds28ff3V+3/efTokUyePFnx6/z8/CQsLEy1PJKcOHFCli5dKsuWLZNTp04ZFcPX11f27NkjIu+OUUkzWy9ZssSoY4raIiMjpVChQuLg4CCWlpbaz7ZXr17SrVu3DM4uJRY7aciePbtcuHBBRET8/f1l48aNIvKu2HF0dFQU682bN/LmzRsRERk5cqTY2dlpW1JatWolcXFx6iafCSQkJMiVK1dk//79snfvXp1bRnNycpIbN26IiEju3Lm1Z3fXr18Xe3t7xfHUnnZezaVA7O3tJTIyUkREPD09tcthXL16VbJmzarK/2EKR0dH7WcxYsQIbUFy8uRJo/52FSpU0P7wJf8sjh07Jj4+Pkbnef/+ffnzzz+lW7duUqhQIbGwsBAvLy/FcdT6rsTFxUm7du3k1q1binP4WLJnz679viV/r9evX1d8DE0PW7Zskbp162r3D1M9fPhQAgICRKPRiJubm7i6uopGo5EaNWrIo0ePFMVydHTU5pUjRw7tyVlm+ds1atRIvv32W4mNjdX5bENDQyV//vwZnF1KqS+/S6hQoYJ2ldr69eujX79+GDt2LDp27IgKFSooimVra6vtazNixAjcv38fhw4dwq1bt7BixYoMm2OkXr16OsPOx44dqzNN+pMnT4wa6XDkyBHkz58ffn5+qFatGqpXr669KZknJL0ULFhQ2/G6RIkSmDt3Lu7evYs5c+bA29tbcTy1p51XcykQLy8v7TX/3Llz48iRIwDeLXApmWAwpo2NDWJiYgAAO3fu1PZtyJo16weHpetz7tw5vTMye3p66u37YCgnJye4ubnBzc0Nrq6usLKygpeXl+I4an1XrKyssG7dukw9Wi06OlrvjOf//fef4hnj00OZMmXw5s0b5MuXD05OTsiaNavOTang4GBERUXhwoULePr0KZ49e4bz588jKipK8azx+fLlQ2RkJIB3M76vXr0aAPD333/D1dVVcW5qO3DgAH766SedRU+Bd8cYQ/ugfkzsoJyGKVOmaOdHSZoUatWqVcifP3+aU74bwtXV1aRVwNWybds27Uq/APDLL7+gVatW2p0pPj7eqNFYaq+erLbevXvj/v37AN4Vn3Xq1MHy5cthY2ODkJAQxfHUnnZezaVAatSogb///hulSpVCp06d0KdPH6xduxYnTpz44AiNj6FKlSro27cvKleujGPHjmHVqlUAgKtXryJnzpyK47m6uuL+/fspJgg9ffo0cuTIoTjeoEGDsHfvXoSFhaFIkSKoVq0ahgwZgmrVqhn1o6Pmd6VmzZoIDQ1F+/btFefxMVSrVg1LlizRTtCn0WiQmJiISZMmZYqTnlatWuHu3bsYN24csmfPbvK+tnXrVuzcuRN+fn7abf7+/vjtt98Ud1Du0KEDwsLC8MUXX2DIkCGoX78+Zs6cifj4eMUzY6eHxMREvYX2nTt3UowOzAxY7KQiISEBt2/f1g5BdnBwwO+//57BWanv/TN7tc70w8PDsXbtWtVaJ9QWFBSk/XfJkiURGRmpnQHZw8NDcbxu3bqhV69eWLhwITQaDe7du4fDhw+jf//+Bs+f9H7hsXv3bvz7778mLwXyxx9/aEfZfPfdd8iaNSsOHDiABg0aGDwyLj3NmjUL3bt3x9q1azF79mxtQfLvv//qXYj3Q1q3bo1BgwZhzZo12h/XgwcPon///mjbtq3ieJMmTYKnpydGjBiBRo0a6fyQGUON70qSwMBADBkyBOfPn9e7Bp0x8+IkJiYiIiJC71BspcvGTJo0CdWrV8eJEyfw9u1bDBw4UNvqkdRqnpEOHTqEw4cPKxpxmpbExMQU+yrwbj4gpSPdki89ERAQgMuXL+PEiRP47LPPVMvXFF9++SWmTZuGP/74A8C7QvbVq1cYMWIE6tWrl8HZpcRJBdNgZ2eHS5cuGbyExMeWkJCAkJAQ7Nq1S++ByZDpvy0sLLRzbADvmurDwsK0Z5gPHz6Ej4+P4qbyGjVqYODAgUb9WOkTHR2NCRMmpPpejV264+3bt7hx4wY+++wzky8lmjrt/IdmOk4uI2Y9Tm7Xrl2pfhaGzO2SnuLi4tC+fXusXLkSIgIrKyskJCSgdevWCAkJUTw8OSwsDHv37kVoaCj2798PS0tLfPHFF9rLssYUP2otUaBvmZckxsyLc+TIEbRu3Ro3b95MceJj7Dw7Dx48wOzZs3Hy5EkkJiaiVKlS+OGHH4y6XKy2UqVK4ffff1fcLSE1jRo1wvPnz/Hnn3/Cx8cHALTrd7m5uWH9+vUGxYmLi0Pt2rUxd+5cFChQQJXcAHX323v37mnXIwsPD0eZMmUQHh4ODw8P7Nu3z+CpDz4WFjtpKFu2LCZMmKB4qYSPpUePHggJCUH9+vX1Xioy5FKbpaUlHjx4AE9PTwDvip2zZ89qCzxji53169fjp59+woABA4xePTm5Vq1aYe/evWjTpo3e99qrVy9F8WJiYhAcHKydkv3q1avIly8fevbsCR8fHwwePFhRvORx03PaeSXCw8MxfPhwzJ07N8UEZC9evMD333+PMWPGKL50MmrUKPz8888oU6aM3s/C0AN6klOnTsHa2hpFixYF8G4SzkWLFsHf3x8jR45M0SfAUNeuXcPp06eRmJiIkiVL4vPPPzcqzvvCwsIwbdo0LFu2LNWmfENkpu9KkhIlSqBAgQIYNWqU3s82o+dqUeMEL7nt27dj1KhRGDt2rCoLAt++fRuNGjXC+fPn4evrC41Gg1u3bqFo0aLYuHGjosuynp6eOHTokGrfW7X3W+DdZId//vknTp06pS1kg4KCYG9vr0rOamKxk4bt27dj0KBBGD16tN4m4oxes8fDwwNLliwxqcnQwsICgYGB2s6Cf//9N2rUqKF9r7Gxsdi6daviA7raqye7urpi8+bNqFy5sqLXpaZXr144ePAgpk2bhrp16+Ls2bPIly8fNm3ahBEjRihelDUz6tq1K1xdXTFx4kS9jw8aNAhRUVGYPXu2orje3t6YOHEi2rRpo0aaKFu2LAYPHoxmzZrh+vXrKFy4MJo0aYLjx4+jfv36qk8oaYzTp08jNDRU27oTFRWFEiVKICAgAJMmTcro9FTj6OiIsLAwky4/vz9BaVqUnvSocYKXnNoLAifZsWMHLl++DBGBv78/atWqpThGv379YG1tjQkTJhiVw/vU3m8/Neyzk4akSzANGzbU2RlM3RHUWqJAjRE77y8m9+2336Z4jjH9HG7cuGF0Tvq4ubkZNToiNRs2bMCqVatQoUIFnc/W398f165dMyhGek7FntpSIBqNBnZ2dsifPz/at2+fZifPffv2YenSpak+3qJFC7Ru3VpRXsC7S3+VKlVS/LrUXL16FSVKlAAArFmzBtWqVcOKFStw8OBBtGzZ0qBip2/fvgb/f0o7d7q5ueHVq1coXrw4qlevji5duqBatWqKTnaUdARX+l3Zu3cvfv31V1y6dAkajQZ+fn4YMGAAqlatqigOAJQvXx4REREmHVdKlCihPbFJizHH0JUrV2L16tWq9QlJr6VKvvzyS3z55ZcmxXj79i3mz5+PHTt2oEyZMilOtpV+j9XYbz+0dlpyGbWOWmpY7KRB7R1B7SUK1Bixk159P3Lnzq1qvNGjR2P48OFYvHix3qGsSj1+/FjvNeXo6GiD/5bpORV73bp1MXv2bBQtWhTlypWDiODEiRM4e/Ys2rdvj4sXL6JWrVr466+/0KhRI70xbt68meZ1cw8PD9y+fVtxbp07d8aKFStMWusnORHRXo7YuXMnvvrqKwCAr68v/vvvP4NiGNoSZ8x+snTpUsXFzfvS6/LPsmXL0KFDBzRt2hQ9e/aEiODQoUOoWbMmQkJCDCpmk7fEBAcHo1+/fnjw4IHRl5/VPtFJTs0pGQD1lio5evQonj59isDAQO22JUuWYMSIEYiOjkbjxo0xc+ZMRcPtz58/r12W6OrVqzqPGfM9VmO/NXSJosy4gC8vYxnpzJkz2rNRQwUFBSEyMhLTpk1DQEAA1q9fj4cPH2LMmDGYPHky6tev/8EY+kbsZM2a1eQRO+lh6dKlmDNnDm7cuIHDhw8jd+7cmDZtGvLmzZvqD3Ry77duREREQESQJ0+eFO9V6YJ9X3zxBZo3b47g4GCdfko9evRAREQEtm7danAsEcGtW7fg6empSiEGAF26dEGuXLlSHJjGjBmDmzdvYt68eRgxYgQ2b96MEydO6I3h5eWFFStWoEaNGnof37VrF4KCgvDgwYMP5pO85SQxMRGLFy9GsWLFUKxYsRSfhdIzzho1asDX1xe1atVCp06dcPHiReTPnx979+5Fu3bttHONZAZ37tyBRqMxagh7evDz80PXrl11Ru4A7z6DefPm4dKlSx+MkbTqfGo/BaZcflbb5MmTcf36dVWmZFBTYGAgqlevjkGDBgF4N9dTqVKl0L59e/j5+WHSpEno1q0bRo4c+VHzSs/99lPDYkeBFy9eYPny5Zg/fz7CwsIU7/je3t7YuHEjypUrB2dnZ5w4cQIFChTApk2bMHHiRBw4cOCDMT6VETuzZ8/G8OHD0bt3b4wdOxbnz59Hvnz5EBISgsWLFxvUaqZkEc0RI0Yoyu/QoUOoW7cugoKCEBISgm7duuHChQs4fPgw9u7di9KlSxscKzExEXZ2drhw4YJqnQldXFxw8uTJFGexERERKF26NF68eIHLly+jbNmyePnypd4YLVq0QFxcXKodDxs1agQbGxusWbPmg/kYOieKRqNR3En07NmzCAoKwq1bt9C3b1/tZxkcHIwnT55gxYoViuKpLTExUXtCkjTvlpOTE/r164ehQ4emOSIqvdna2uLChQt6vydFihTRjvZKy82bNw3+/wxpsVX7UsencILn7e2Nv//+G2XKlAHwbrTd3r17tcf0NWvWYMSIEbh48eJHzSs999tPDS9jGWD37t1YuHAh/vrrL+TOnRvNmjXDggULFMeJjo7WXlbImjUrHj9+jAIFCqBo0aIGt0xk9JBjQ82cORPz5s1D48aNdTrYlSlTBv379zcohtICRolKlSrh4MGD+PXXX/HZZ59h+/btKFWqFA4fPqwdFWQoCwsLfP7553jy5IlqxY6dnR0OHTqU4kfs0KFD2hWuExMT02wWHzJkCCpWrIjmzZtj4MCBKFiwIADg8uXLmDhxIrZt24ZDhw4ZlE969W0A3l0aOXfuXIrtkyZNMniYeHr2iRk6dCgWLFiACRMmoHLlyhARHDx4ECNHjsSbN28wduzYD8ZIrQ+WPkpaKX19fbFr164U35Ndu3bB19fXoBhqX3J+/1LH+61Gyf8Ohq7cnZy+2bEz2rNnz5A9e3bt/b179+pMu1G2bFmjLhkfP34ca9as0dvH05Dvsdr77YwZMwx+rtIZo9Mbi51U3LlzByEhIVi4cCGio6O1Z8nr1q0zavkE4P+WKMiTJ492iYI8efIYvURBZnbjxg2ULFkyxXZbW1tER0dnQEYpFS1aVDv03FQTJ07EgAEDMHv2bBQpUsTkeMHBwfjuu+9w8uRJlC1bFhqNBseOHcP8+fPx448/Ang3+7W+v3GSkiVLYu3atejYsWOK1h13d3esXr1a2ycgM0oq6gyR/AdRRLB+/Xq4uLhoz7RPnjyJ58+fGzVj9OLFizF//nydVojixYsjR44c6N69u0HFTvIC4M2bN/j999/h7++PihUrAng3v82FCxfQvXt3Rbn169cPPXv2xJkzZ1CpUiVoNBocOHAAISEhmD59uqJYQOqtMsk7xn9o3rHkw8F37tyJQYMGYdy4cahYsSI0Gg0OHTqEn376CePGjTMop0/hBC979uy4ceMGfH198fbtW5w6dUqnZfrly5d6JxtMy8qVK9G2bVvUrl0bO3bsQO3atREeHo4HDx5kWMH3/mi3x48fIyYmRjuT+PPnz+Hg4IBs2bJlumKHl7H0qFevHg4cOICvvvoKQUFBqFu3LiwtLWFtbY2wsDCji53ly5drJzw7ffo06tSpgydPnmiXKPjmm28UxVNjxE568ff3x/jx49GoUSOdiQpnzJiBxYsX4+TJk4riubm5GfRelVzmS0hIwPr163VGsTRq1MioyQXd3NwQExOD+Ph42NjYpJhn4unTp4pjLl++HLNmzdIu11GwYEEEBwdrO52+fv1a+/7T8vr1a2zdulXb56lAgQKoXbu20f2LmjRp8sHPonXr1tqWpA9JSEjA1KlTsXr1ar1nsEr/doMGDcLTp08xZ84cbctQQkICunfvDmdnZ8VDxe3s7HD27NkUk7tduXIFJUqUwOvXrxXF69y5M7y9vVNMIDhixAjcvn1b8eRu69evx+TJk7X9c5JGYxnSL+59qfXfSd5vp0qVKtiwYQPc3Nw+GK9IkSKYM2cOqlSporN9//796Nq1q0F9ipKrUaMG/vrrrxTLdERFRaFx48ZGXYr577//EBkZCY1Ggzx58sDd3V1xjG7duuHcuXP45ZdfsGHDBixevBj37t3TzhG1fPlyTJs2DcePHzc4ZrFixdCtWzf88MMP2mNo3rx50a1bN3h7eyu6zA+ov9+uWLECv//+OxYsWKB9zZUrV9ClSxd069ZNZ5b6TCGdFxr9JFlaWkqfPn3k6tWrOtutrKy0q6CrITo6Wk6ePCmPHz826vWDBw8WFxcXqVKlivTt21f69OkjVatWFRcXF+nVq5d8+eWXYmFhIRs2bFAtZ0MtXLhQcuTIIStXrhRHR0f5888/ZcyYMdp/KzVlyhRxd3eXb7/9VmbMmCHTp0+Xb7/9Vjw8PGTs2LHSuXNnsbW1lT/++MOgeOfOnZN8+fKJg4ODlCxZUkqWLCmOjo6SJ08eOXv2rOL8Fi1aJCEhIanezEm7du3ExcVFcufOLU2bNpUmTZpInjx5xNXVVVq0aCEFCxYUW1tb7UryHzJs2DDx9vaWSZMmiZ2dnYwePVo6deok7u7uMn36dMX5eXh4yOXLl1Nsv3z5slGrvJcrV06Cg4NTbO/Ro4eUL19ecTxnZ+cUxxaRd6vQOzs7K46npp07d0r58uVl586dEhUVJVFRUbJz506pUKGCbN68WQ4cOCCFCxeWjh07GhTPzs5O7/4UFhYmdnZ2ivPTaDTy8OHDFNsfPnwoVlZWimKdP39eqlatKhYWFjq3gIAAvd+ftDx69EiqVKkiGo1GnJyc5K+//tJ5vEaNGvLjjz8qiung4CA3btwQERF3d3ft3/HixYvi5eWlKJaI+vttvnz55NSpUym2nzhxQvLkyaM4v/TGYkePQ4cOSefOncXZ2VnKlSsnM2fOlEePHqle7Jiqc+fO8vPPP6fYPnr0aOncubOIiAwfPlxKly79sVMTEZE//vhDcuXKJRqNRjQajeTMmVPmz59vVKymTZvK7NmzU2yfM2eONG3aVEREZsyYIUWKFDEoXvny5aVBgwby9OlT7banT59Kw4YNpUKFCkbl+L9i0KBB8v3330tCQoJ2W0JCgvTo0UOGDBkiiYmJ0rVrV6lcubJB8fLlyyf//POPiIhkyZJFIiIiRERk+vTp0qpVK8X5ubq6yvr161NsX79+vbi6uiqOFxoaKo6OjuLn5ycdO3aUTp06iZ+fn2TJkkX27dunOF727Nll4cKFKbYvXLhQsmXLpjiemgoXLiwHDx5Msf3AgQPi7+8vIiI7duwQX19fg+JVrVpVatSoIffu3dNuu3//vtSqVUuqVatmcF5hYWESFhYmGo1G9uzZo70fFhYmp06dknHjxknu3LkNjnf//n1xd3eXQoUKybRp02Tr1q3y77//yuTJk6VQoULi6empt6j6kOfPn0t8fHyK7U+ePJHY2FhFsXLmzKktcIoVKyYrVqwQkXe/T8YUxWrvt/b29nL06NEU248ePSr29vaK80tvLHbSEB0dLQsWLJDKlSuLtbW1WFhYyLRp0yQqKsrgGH369JFXr15p/53WTSlnZ2cJDw9PsT08PFy7M1y6dEmyZMmiOLaaHj9+bNSBIzlHR8dU36ujo6OIiERERIiDg4NB8ezs7OT8+fMptp87d86oM04LCwu97/G///4TCwsLg2K4ublpW/lcXV3Fzc0t1VtG8vDwkCtXrqTYfuXKFXF3dxcRkbNnz4qLi4tB8RwcHOTmzZsiIuLl5SUnT54UEZFr164ZdVDv06ePuLm5yaRJk2T//v2yf/9+mTRpkri7uxu1n4mI3L17V3788UftGfHQoUPl7t27RsUaP3682Nrayg8//CBLly6VpUuXyg8//CD29vYyfvx4g2LkyZNH8ubNm+YtX758inOzs7OTc+fOpdh+9uxZ7X4RGRlp8I9ZeHi4FClSRKytreWzzz6Tzz77TKytraVw4cJ69+fUaDQabctL0slT8puDg4MsWLDA4HgDBw6UUqVKyevXr1M8FhMTI6VKlZLBgwcbHC89tGrVSiZPniwiImPGjBFPT0/p3Lmz5M6dW5o0aaI4ntr77VdffSXFihWT48ePS2JiooiIHD9+XEqUKCENGjRQnF96YwflNDg4OKBjx47o2LEjrly5oh2RMXjwYHz55ZcGDbE8ffo04uLitP9OjTFzRqgxYkdtr1+/xo4dOxAQEAAnJycA0K4iHhUVhdDQUNSpU0dxTlmzZsXff/+dYj6Rv//+WzuzcnR0tPb//JCCBQvi4cOHKFy4sM72R48eGTVpmaTS9S02NtbgtZ2mTp2qzT8zLJGQmvj4eFy+fDlFH5bLly9rR9fY2dkZ/J3OmTMn7t+/j1y5ciF//vzakXHHjx836rv766+/wsvLC1OnTsX9+/cBvBsaPHDgQPTr109xPADw8fFJ0RH59u3b6Nixo+I+NoMHD0a+fPkwffp07bB6Pz8/hISEoEWLFgbF6N27d6qPRUZGYu7cuYiNjVWUFwCULl0aAwYMwJIlS7Tr5T1+/BgDBw5E2bJlAbxbc83QNZ7y58+Ps2fP6l0+Qckx78aNGxAR5MuXD8eOHdPmBrybaDBbtmyKFnjdsWMHBg8erLe/m729PQYMGICJEydi/PjxBsdU26xZs7RTBwwZMgTW1tY4cOAAmjZtatTEgGrvtwsXLkS7du1Qrlw5befr+Ph41KlTB/Pnz1ecX7rL4GLrkxMfHy/r16/PFJXr6NGjxd7eXnr27ClLly6VZcuWSc+ePcXBwUHGjBkjIu/6utSqVeuj5TRt2jSpUaNGqo/XrFlTZs2apTjuH3/8IZaWltKgQQMZPXq0jBkzRho2bChWVlbaS2O//vqrtGjRwqB4mzdvlsKFC8uaNWvk9u3bcvv2bVmzZo0ULVpUNm/eLC9evNDe0jJ9+nSZPn26WFhYyNixY7X3p0+fLlOmTJHGjRtLiRIlFL/fzCw4OFg8PDxkypQpsn//fjlw4IBMmTJFPDw8pGfPniIiMm/ePIObwwcNGiRjx44VEZE1a9aIlZWV5M+fX2xsbGTQoEEm5WrIZ2isM2fOGNxq9zE8efJEevfuLba2tlKtWjU5fPiw4hiXL1+WggULio2NjXz22Wfaz6FQoULaVoH169fLkiVL1E7/g96+fSvt2rWTa9eumRzLxcUlzZal8PBwg1s4PhVq77dJrly5Ihs3bpQNGzbobTnKLDgaKwNFRUVh9+7dKFSoEAoVKmRUDLVG7KilXLlyGDZsGBo0aKD38X/++Qc///wzjh07pjj2wYMHte9VRFCoUCEEBwcbtd5L8ongks5kknaF5Pc/NGts0jDcmzdvImfOnDpnlzY2NsiTJw9+/vlnlC9f3qC8oqKiDHqeMUsXTJ06FVWrVtUOxxYR9OnTR3ErUkJCAiZMmIBZs2bh4cOHAN4NvQ0ODsagQYNgaWmJW7duwcLCQtEqz0mOHDmibbHMbOvrJBcWFoZSpUpl+KzCr1+/xpQpUzBp0iTkyZMH48aNM2ntKBHBtm3bcPXqVe1+9uWXXxo8eWJ6zsXi5uaGkydPIl++fIpe9z5LS0vcv38/1eVUHj58iBw5ciA+Pt6k/8dUiYmJiIiI0LvCe7Vq1RTFSu/9NrNjsfMRtWjRAtWqVUOPHj3w+vVrFC9eHJGRkRARrFy5Es2aNcvoFE3m5uaGsLAw5MqVS+/jt27dQvHixfHs2bOPnJmuvXv3GvxcQ9bPCQgIwF9//WXQcNy0JA39TY0hBVhqihYtimvXruGzzz7DmDFjsGDBAuzbtw/Pnz83Ot+k4syUdaPUkF6T9qVFSbGT2tQJ+hg61D4hIQHz5s3DqFGjYGdnh59//hnffvtthi+j8P48PGnNxXL9+nVFsTt06ICiRYsqWvhVH0tLS1y9elXnclhyDx8+RKFChTK0kD1y5Ahat26Nmzdv6p0KwJTcjN1v03PB3fTGPjsf0b59+zB06FAA7+bGEBE8f/4cixcvxpgxY8yi2ImPj8fjx49TLXYeP35s8NlSVFSUdmf8UIuH0p1WrQUAk6g1U2nyOCKCevXqYf78+aqsxXTu3Dm8efMG06dPR5MmTZAlSxZF837oY2yRo/aSAuk1aZ9akreePXnyBGPGjEGdOnW0+R0+fBjbtm0zuC/G6tWr8dNPP+HFixf48ccf8f333xvcN+x9M2bMQNeuXWFnZ/fBVhlDWmKSLwT6oblYlMqfPz9Gjx6NQ4cOoXTp0ilWAje0pUj+/3xTaT2e0UXjd999hzJlymDz5s3w9vZWNR9j99v3+52ePHkSCQkJ2s/26tWrsLS0VLTczsfClp2PyN7eHlevXoWvry/atm0LHx8fTJgwAbdu3YK/v7923Z20ZM2aFVevXoWHh8cHzxaNmcjOVBUqVECTJk20C+K9b8KECdiwYQOOHDnywVjJm5pTa/EwpaXj+fPnWLBggXZSQX9/f3Ts2NGoFaoTEhIQEhKCXbt26W1yNnbdmeQTMio1f/58eHp66kwu9/r1a9SoUQNv377F/fv38euvvxq0MnapUqWwa9cuuLm5fbAVxZCWE0MviRjz2ao1ad+HZlt+/vw59u7dqzi/Zs2aISAgAD169NDZPmvWLOzcuRMbNmz4YAwLCwvY29ujVatWaf5wGXJ2nTdvXpw4cQLu7u5pzo6s0WgUt8R89tlnWLt2bYqZvk+ePInmzZsrXiFdrfwMbdlV+6RICUdHR4SFhZm0yrva+21yU6ZMQWhoKBYvXqxt0X727Bk6dOiAqlWrGj0YIL2wZecj8vX1xeHDh5E1a1Zs3boVK1euBPDuC2Jon5rMPmKnY8eO6Nu3LwoXLoyvvvpK57G///4bY8aMMbh5M2nBP0D9NV5OnDiBOnXqwN7eHuXKlYOIYMqUKRg7dqx2NJASvXr1QkhICOrXr48iRYpk+Fkh8G6F6OSjIuLi4tCkSRNYWVlh27Zt2LRpE6ZOnWpQsdOoUSPtyKj31z4yxvvFoJrWrFmjdyX4b7/9FmXKlDG42PlQ0evi4oK2bdsqzm/btm345ZdfUmyvU6cOBg8ebFCMatWqQaPR4Nq1a6k+x9DvYPKCQ2nx8SH379/XjkZNLiEhQdtvRAm18svIIsZQ5cuXR0REhEnFjtr7bXKTJ0/G9u3bdS7du7m5YcyYMahdu3amK3Y4Gusj+u2338TKykpcXV2lePHi2smdZsyYIdWrV8/g7NQTFBQkGo1G/Pz8pHHjxtKkSRMpVKiQWFhYSMuWLTM6PRERqVKlirRv317i4uK02+Li4qRdu3ZStWpVxfHc3d1l8+bNaqYoIu8m2TN29Im9vb12/prExERp2bKlfPnllxIdHS0i7+YlyoyTf5kqM0/aJyKSK1cumThxYortEydOlFy5cmVARuknPediSUxM1MZU6u7du9KvXz+9I/WeP38u/fv3lwcPHpiUnzGST5b4119/ib+/vyxatEhOnDih81hYWNhHz+19WbJkkV27dqXYvmvXrgyf200ftux8RN27d0f58uVx69YtndEN+fLlM2gxQX3U7K2vlmXLlqFhw4ZYsWKFdkRHwYIFMWrUKIPnEdHn+fPnOHbsmN73qvQM+8SJE5g3b57OOlhWVlYYOHCgdrSSEjY2NiadgaXF2Fai7Nmz459//kHHjh3RvXt3xMbG4p9//tH27YiMjEy1g6Yh3r59q/ezSK2/Vmp69uyJ/Pnzp+hvMWvWLERERChuwezduze+//57nDx5EhUqVADwrs/OwoULMXz4cEWx0sOoUaPQqVMnhIaG6vQp2rp1a4bPT6L25dj0mItlyZIlmDRpEsLDwwEABQoUwIAB/4+9M4+Lsfv//2sm7TsKpT1SlMq+JXtkzZ4sZd/XwscdkqzZ3da02clyc6OQhKztaaFNuSlSslS0nd8ffl3fpimaaaZrpq7n4zEPzbmmd68xc2be55z34oypU6fW2sbu3bs5YgIro6ysjG/fvmH37t3V7sAJE3Nzc67eZE5OTtTPlXuU8RugLKh5O2bMGDg6OmLXrl0c88zZ2ZmvhrtCh2Zni4H8qlq5dOlSnn/vyZMnRE9Pr9qqoqJU/0MQXLt2jSgqKhI2m02UlZWJiooKdeOnorC6ujoJCgriGg8MDORr9e/p6UkWLFjA90qzgjFjxnDcmjRpQgYPHsw1XltNLBaLSEpKEh0dHTJq1CiSn59PCPm1sjU3N6faivDCq1evSO/evbl6CvH7vtPQ0CDh4eFc4xEREURTU5Nne4QQcv78edKzZ0+q4nTPnj3J+fPn+bIlDJ4+fUrs7e2JhYUFMTc3J/b29uTp06d0yyILFy4k8vLyZMKECWTp0qVk2bJlHDd+EVQtll27dhE5OTni4uJC2XN2diZycnJk9+7dtbbTvn178vDhwxqvh4WFUe0x6pM3b97U+sYrgp63BQUFZP78+URaWpqyJSUlRebPn091DRAlmABlmvj69SvOnj2LEydOIDw8HGZmZoiOjubJhrm5Odq2bQs3N7dqo/X5CbQVVdq2bYthw4Zhy5YtfHfrrsySJUtw5coVeHp6omfPnmCxWHj06BGcnZ0xduxYnncTxowZg5CQEDRt2hTt27enVrEVXL58uVZ2atu13cfHp1aPe/jwIdhsNiwsLDBy5Eg8efIE2traSE9Ph7a2Nh4/fkxVuK4tvXr1QpMmTbBmzZpq33cdO3bkyZ6MjAxevnzJtTOWkpKCDh06UFVkGYRP8+bN4e/vX6c6PcJET08Pbm5uXDu5fn5+2LhxY61jeuTl5ZGYmPjbEhnGxsYoKCios2ZRQdDztoKCggKkpqaCEAJDQ0OuDDlRgTnGqmdCQ0Nx4sQJXLp0CT9+/ICzszPOnDnD1xFIcnIyAgIChHZ8Ikq8e/cOS5YsEYijA/xqKcBisTBt2jQqFV5SUhLz58/Htm3beLanoqKCMWPG1FlXbZ2Y2tKnTx/q5zt37uDWrVuIi4uDpqYmxo4dC1lZWZ5tRkdHIyIigu9CmFUxNDREYGAgV3bSrVu36lw8TlQQZhkFQSKI49gVK1bA3d0d8vLyf6zLwmstlqysrGqLiPbs2ZNqDVIbZGVl8ebNmxqdnTdv3vA1N4RBQkICMjMzUVxczDHOa8FNQc/bCuTl5WFmZiZQm8KAcXbqgaysLPj4+MDb2xsFBQWYPHkyQkND0aNHD0ybNo3vDxdBROuLC0OGDEF4eLhAvvzKysrw5MkTbNiwAVu3buVYlfDrTAnaSREGLBYLw4YNq/Oq3cTEBJ8+fRKQql9fjosWLUJOTg769+8PAAgODsauXbtqvcMm6iUZVFVVqTIKKioqAi+jIChWrlyJffv24eDBg3zHigmzH6ChoSEuXLiA//3vfxzj58+fR5s2bWptp1u3bjh58mSNcY3+/v7o2rUrz/oESVpaGsaMGYO4uDiOOJ6K/zde3yeCmLd2dnbw9fWFkpLSH+NyarubXV8wzk49oKenh/Hjx+Pvv//mqex6dcTGxlI/L168GCtXrkR2djZMTU25jk7Ewdv+HZULz9na2sLZ2RkJCQnVPldeVjkSEhIYMmQIEhMT0bRpU5iamgpMc0Ol8m7E9u3b4eLigi1btlT7WvC6M+Hk5ISfP3/Cw8ODqo2jq6uLw4cP1zrwXNRLMgizjALwq/RBnz59MGLECEhLS6OoqAgODg64dOnSH3+36pfWvXv3cOvWLb6PYys/P0E/Vzc3N0ycOBEPHjxAr169qOPn4OBgXLhwodZ2Vq1ahUGDBkFZWRnOzs5o0aIFgF+Vk3fs2AFfX1/cvn1boNp5ZenSpdDT08Pdu3epBqi5ublYuXIlPD09a2VD0PNWWVmZcrbELUyCidmpB4yMjFBcXAx7e3tMnTqV2kaUlJRETEwMTExMam2rorheTS+bIKL1Bcnnz5+5Wig8ffqUit7/HcIsPNelSxds27YNAwYM4On3akJPT++3K1Vei7GJGlWLOpJqKswK4n2Xk5MDWVlZKCgo8G2jMTJixAjEx8fj+/fvWLduHc6cOYPs7GxkZGT88XdrGycGiMYOZkREBPbs2YPExESqi/rKlSu5Chf+iaNHj2Lp0qUoKSmBkpISWCwWvnz5AklJSezZswfz588X0jOoHc2bN8e9e/dgZmYGZWVlPH/+HEZGRrh37x5Wrlz5212zCupr3ooDzM5OPfDq1SuEhYXhxIkT6NKlC9q2bQsHBwcAvG/lCrrol7Bp1qwZjI2N4eTkhIULF+LatWtwdHSsVeCfMAvPeXh4YNWqVXB3d6+27DyvuxPLli3juF9SUoKoqCgEBgbC2dm5rnJpRxi7EdVRl1T4qnz8+LHaFFtR2PH88eMHYmNjq9XHT/PT69evAwCOHz+OuXPnQkFBAa9fv67V7wrDgamcLv07alvgsTKdOnXCqVOneP69qsydOxfDhw/HhQsXkJKSQrWQGDdunEg0wiwrK6Oc/ubNm+P9+/cwMjKCjo4O1fj5T9TXvBUHmJ2deub79+84e/YsvL298ezZM/Tt2xf29vYYPXq0QD/oRYWIiAjExcXBy8sL6enpyMnJwcaNG7nO3Oub6rqeA4Jf5fz9998IDw8XiRVxYyEiIgLTp0+nVv6VEYUVbGBgIKZNm1Zt/ERt9Xl4eEBPT4+j+vWnT5/Qq1cvGBgYIC0tDQsXLsTixYsFqr22sNls6OjowMLCosZdaOBXj0CG6qlouTB69GjY29vj8+fP+Ouvv3Ds2DFERETg5cuXtOrLzc3F+vXrERISUq3TTkds3O9gnB0aSUxMxIkTJ3Dy5Enk5eVVW1Zd3Kgo9FU1WLAiHkNKSgovXrygGsfRxZ964wiqnHxaWhrMzc3/mIHDIDjMzMxgaGiI1atXo0WLFly7pzo6OjQp+4WhoSGGDBmC9evXU7EivKKvr48LFy5QBTC/ffsGa2trGBgY4PTp07hx4wZcXV0RFxcnSOm1ZsGCBTh37hy0tbXh5OQEBwcHKmaJH2rqjVcZFotV6ybDCxYswI4dO6idk5MnT1LNcYFfBUzt7e1x8+ZNvjXXlaCgIBQUFMDOzg5paWkYPnw4kpKS0KxZM5w/f54K5qeLoUOHIjU1FTNnzqx2nk2fPp0mZdXDODsiQGlpKa5duyaaVSd5pH///liwYAHGjRtHjR09ehTOzs64fPkyAgMD8fbtW5w/f55GlfXHjh07cOjQIbx584Y2DWVlZdizZw8uXLhQbQqrqK3A6oqioiKioqJENktRSUkJUVFRMDAw4NuGrKwskpKSoKOjg58/f8LGxga6uro4ceIE2Gw20tLS0L59exQVFQlQOW/8/PkTly9fhre3Nx4/fgxbW1vMnDkTgwcP5vn4/p9//qnx2uPHj3HgwAEQQmr9fCs3GQZ+vSbR0dFUtueHDx+goaFB+y5gVfLy8v6YbVhfKCoq4tGjR3zX56lvmJgdEaBJkyYNwtEBfnXOrdxEMyAgAOvWrUNgYCB69uyJZs2aYeDAgTQq/MWDBw9+e53XVhtVOwoTQpCdnY2cnBwcOnSIL42Cws3NDV5eXlixYgVcXV2xbt06vHnzBlevXhWJ9gmCZsCAAXXuFi1Mxo0bh/v379fJ2dHV1cWxY8fg6OiIRYsWwdjYmON9VlFLiU6kpaUxefJkTJ48GRkZGfD19cWCBQtQUlKChIQEnoLQR40axTWWlJSEtWvX4vr165gyZQpXl/vfUXWNLw5r/oyMDBQUFNRYuqC+adeuHa3ONK8wzg6DQGGz2fj48SP09fURFBSEFStW4O7duzA3Nwfwq2iZKKyWrK2tucYqf4DwqrFqR2E2mw01NTVYW1sLvIgXr5w+fRrHjx+Hra0t3NzcMHnyZBgYGMDMzAxPnz7l6klVX/j7+9fqcbz2PfPy8sL06dPx8uVLdOjQoU5lCoTBwYMHMX78eDx8+LDaFODavB7r1q3D9OnTsWPHDnTq1AmRkZF49eoVjIyM8OLFCyxfvhxjx44V1lPgGRaLRWWK1jXx4P3799iwYQP8/PwwZMgQREdHo0OHDgJSSj9+fn74/PkzR9LDnDlzcOLECQC/snuDgoKgpaVFk8JfHDp0CGvWrMH69eurnWd0FsesDuYYi0GgjBs3DpGRkejZsycCAgKwadMmuLi4UNcXLVqEuLi4P8bMVKWmmBcWiwVpaWmquWVt+fLlC8f9iuwpV1dXeHh4CCwlXRSoXBq/VatWuHHjBiwtLZGWlgYLCwuu/4v6ompJgsqwWCwUFBSgtLSUZ8fz2rVrmDp1Kr59+1atXbqdbS8vL8ybNw+ysrJo1qwZh5PNYrFqXaYgIyMDLBYLmpqamDVrFvz8/CAtLY3i4mL06NEDQUFBPJfu379/f7XjLBYLMjIyMDQ0hJWVFSQkJP5oq/Ix1qNHjzB8+HA4OjrCxsaGr1pjX758wZYtW3DgwAGYm5tj+/btHBXCeYHNZiM7O5s6xlJUVERMTIxIHGP16NEDc+bMoUoCBAYGYsSIEfD19YWxsTEWLVoEExMT2pvGJicnY/LkyVwp8KKays7s7IgxNZ3dVv5gmjFjBk91NOrKkSNH4OLiAgkJCQQEBMDe3h6RkZGwsLDAw4cPERgYiODgYJ7t/mnrtnXr1pgxYwY2bNhQqw/S6gpiDRo0CNLS0li+fDkiIiJ41lhWVoarV68iMTERLBYLJiYmGDlyZK2+GIRJ69atkZWVBW1tbRgaGuL27duwtLTEixcvIC0tzbO9qkd2FVR93/Xr1++3dj5//lzteFZWFtzc3ODt7Y1BgwbxrG/JkiWYOnUqXF1d+Q4AFiZ//fUXNm3ahDVr1tSpwGjlQGsfHx+4uLggNjYWmpqa6N27N1829+zZg5ycHBQWFkJVVRWEEOTn50NOTg4KCgrUrm1ISMhvdxYqByg7Ojri3LlzaNasGV+agF+xb9u3b0fLli1x9uzZao+1eGX9+vVUxfTi4mJ4eHhQnwuFhYV1ts8vr1+/pgLPgV/xSiNHjsSUKVMAAFu2bOHrM11Q87aCKVOmQEpKCmfOnKk2QFnUYHZ26hEnJyfs27ePqvRaQUFBARYvXsxzzYk9e/bAw8MDQ4cORdeuXUEIwYsXLxAYGIjly5cjPT0dJ0+exIEDBzB79mxBPpVak5CQADc3N+pD2NnZGUOGDOHZjr+/P9atW4cZM2ZwPFc/Pz/89ddfyMnJgaenJ5ydneuU1p6YmIguXbrg+/fvPP1eSkoKhg0bhnfv3sHIyAiEELx+/RpaWlq4ceNGneIz6sqaNWugpKSE//3vfwgICMDkyZOhq6uLzMxMLF++nOdeYGvXrsXhw4dhampKvRbh4eGIjY3FjBkzkJCQgODgYFy+fJmnL6Vv375h+/bt2LdvH9q3b4+tW7fW+oO3MoqKioiOjqb1//x3NG3aFC9evBBJfWfPnsWxY8fg5eVF6UtJScHcuXMxZ84c9OrVC5MmTULLli0REBBQox02mw1tbe0av2ArqG1LATabDVlZWQwcOPC3i4fa2rO2tq7VlzMddWrk5OSQmJhIObMdO3aEk5MTli5dCuBXk1IjIyOe42UEPW/l5OQQFRVFe2ZtbWGcnXqkagZABZ8+fULLli1rnTZZwdixYzFo0CDMmzePY/zo0aO4ffs2Ll26hAMHDuDYsWO0paAKigEDBmDu3LmYMGECx/iFCxdw9OhRBAcH4+TJk/Dw8EBSUtIf7VVuuwH82nrNysrCtm3bUFJSgrCwMJ70DRs2DIQQnD59mkqxzc3NhYODA9hsNm7cuMGTPWHy7NkzhIWFwdDQkK/4ldmzZ0NbWxuurq4c45s3b0ZGRgaOHz+ODRs24MaNGwgPD/+jveLiYhw8eBBbtmxB8+bNsXnzZo5sPl6ZPn06+vTpg1mzZvFtQ5gsX74campqtNeaqg4DAwNcunSJirGrICoqCmPHjkVaWhoeP36MsWPH/rbx5owZM2rlTNS2/pSg7YkyxsbG8PDwgJ2dHfXd8OzZM3Tq1AkA8Pz5c4wcORLZ2dk82RX0vLWyssL69etFIuGkVhAGofPlyxeSn59PWCwWSUlJIV++fKFueXl5xM/Pj7Rq1Ypnu/Ly8iQ5OZlrPDk5mcjLyxNCCElJSSFycnJ1fg50IysrS16/fs01/vr1ayIrK0sIISQtLY36+U+wWCzCZrMJi8XiuPXo0YMkJibyrE9OTo7ExsZyjUdHR1OvRUNBSUmpxvedkpISIYSQxMREoqCg8Fs75eXlxNfXl2hraxMNDQ1y9OhRUlpaWmd9mzdvJs2bNyfTp08nnp6eZN++fRw3ulm8eDFRVlYmVlZWZNGiRWT58uUcNzqRlZUlL1684Bp//vw5NbfS09Mb3Hs6JyeHfPr0iW4ZhBBCtmzZQlq2bEk2bdpErK2tSfv27Tmu79mzhwwYMIBnu4KatxVcuHCBmJiYEB8fHxIeHk5iYmI4bqIGE7NTD1TEm7BYLLRt25brOovFgpubG892mzZtiuvXr2P58uUc49evX6d2FwoKCriOzcSR1q1b48SJE1xHLidOnKBiB3Jzc38b9FqZqm03KrKnZGRk+NInLS1dbUDs9+/feQ6eFjRbt25FixYtuEr4e3t7IycnB6tXr+bJnoyMDB4/fsyV2v348WPq/6+8vPyP8UAdO3ZEamoqFi9ejGXLlkFOTq7aNiK8ZnV4eXlBQUEBoaGhXIHwLBaLtuyzCuLi4qg+TlWr4NId99CvXz/MnTsXXl5elMaoqCjMnz+fKmIXFxcHPT09OmUKhPz8fKxbtw7nz5+n4sdUVVUxadIkbN68GSoqKrToWr16NQoLC3H58mW0bNkSFy9e5LgeFhaGyZMn82xXUPO2gokTJwLgbA0iar0ZK8M4O/VASEgICCHo378/Ll26xFFJVEpKCjo6OtDQ0ODZrqurK+bPn4+QkBB07doVLBYLz58/x82bN3HkyBEAwJ07dwRWDZhOPD09MX78eNy6dQtdunQBi8XCixcvkJSURMUOvHjxgpqAf0LQVXSHDx9OpYd27doVwK/jonnz5tGe6nz06FGcOXOGa7x9+/aYNGkSz87O4sWLMW/ePERERFCvxfPnz+Hl5UUdzQQFBf2xMWPFF/2OHTuwc+dOruv8fmiKev84Ue5XdOLECUydOhWdOnWiUolLS0sxYMAAKvVZQUEBu3btolNmncnLy0OPHj3w7t07TJkyBcbGxiCEIDExEb6+vggODsbjx49rvXgSJGw2G+7u7jXWDarq/NQWQc3bCkR9nlWFidmpRzIyMqCtrS3Q1VtYWBgOHjyIV69egRCCdu3aYfHixejZs6fA/oao8ObNGxw5cgSvX7+mnuvcuXOhq6tbaxvDhg3D2bNnqawLDw8PLFy4kFrF5ebmok+fPkhISOBJW35+PqZPn47r169zfEmMHDkSvr6+1WZ/1RcyMjJITEzkWo2npaXBxMQEP3784Nnm6dOnqfcd8Kv2x+LFi6leTUVFRVSWR03UtvxAQ3DWhUVNcYC5ublQV1fne3WdlJTEMc/EJQi1tixbtgzBwcG4e/cuV8ZednY2Bg8ejAEDBmDPnj00KeRkwYIF2LRpE5o3b14nO4KYt2ILbQdojZBbt26Rhw8fUvcPHjxIOnbsSCZPnkzy8vJoVCY8fv78SZKSkkhJSQndUgghhLDZbPLhwwfqvqKiIklNTaXuZ2dnEzabzbf95ORkcu3aNfLPP/9Uez5OB4aGhuTkyZNc4/7+/kRPT48GRQyCgsVicbyfK3j37h2RkZGhQZF4oKOjQwIDA2u8fuvWLaKjo1N/gv5A1c8pBt5hjrHqEWdnZ2zfvh3Ar3PvFStWYOXKlbh37x5WrFjBVyZBeXk5UlJSqu06y2vLA0FSWFiIxYsXw8/PD8Cv2hH6+vpYsmQJNDQ0sGbNGp5t5ufn4/nz59U+19pW2SVCLhNvaGgocm0KZs2ahWXLlqGkpISKuwgODoaLiwtWrlzJt93i4uJqXwttbe1a/X5mZma148rKyrTuhIkDFcX/WCwWFaNUQVlZGR48eMBX5e6ysjLqGKe61/bevXt1Ey4iZGVloX379jVe79ChA8/ZTsJEkJ9TdZ234grj7NQj6enpMDExAQBcunQJI0aMwJYtWxAZGYlhw4bxbO/p06ewt7dHRkYG12SgO0Bs7dq1iImJwf3792FjY0ONDxw4EBs2bODZ2anof1MRcF216iyvLQUEzbhx49C5c2eu57Vz5048f/6c73N2QeDi4oK8vDwsWLCAagIqIyOD1atXY+3atTzbS05OhpOTEx4/fswxTniMsdHV1a3xSFdNTQ0uLi5YsWIFz/oaAxXHK4QQHDlyhKP2jJSUFHR1dam4PV5YunQpfH19YWtriw4dOtAeMC0smjdvjjdv3qB169bVXk9PT69TEURRRFDzVlxhnJ16REpKiqrMeffuXeoLumnTpjW2Q/gd8+bNQ+fOnXHjxg20atVKpD6Yrl69ivPnz6N79+4cukxMTJCamsqzvZUrV8LJyQlbtmyhqp7yQ0VWXNWxuhIaGooNGzZwjdvY2MDT07PO9usCi8XC9u3b4erqisTERMjKyqJNmzZ8VU8GftU8adKkCf799986ve+qlpmvoGIHz8PDA3Jyclx1pMSZkpISzJkzB66urlRrAn6oCA7t168fLl++LLBA2nPnzuHChQt8Lb7ECRsbG6xbtw537tzhypb8+fMnXF1dORZpdFNdpievCGreAr92AB89egQzMzNagrj5gQlQrkdGjhyJ4uJi9OrVC+7u7khPT4empiZu376NRYsW4fXr1zzZk5eXF9nuznJycnj58iX09fU5+s7ExMTAysqK535M8vLyiIuLq9MXBPAr02Ho0KHUF/3169fRv39/qofQz58/ERgYyPMqR1ZWFtHR0VyBnElJSbCwsBCr7sB/Ql5eHhEREUJvcHrq1Cl4enoiOjqar99funQp+vTpgxEjRkBaWhpFRUVwcHDApUuXBCuUR1RUVBAZGVnn93J1lJWVIS4uDjo6Onx9CWloaOD+/fvVlshoSPz333/o3LkzpKWlsXDhQuq9nJCQgEOHDuHnz58IDw+nvdlmWVkZrly5QrWgadeuHUaPHo0mTXjfpxD0vK0p8UFU4b8xCwPPHDx4EE2aNEFAQAAOHz4MTU1NAMCtW7f4WkV069YNKSkpgpYpELp06cJRNbhiFXH8+HH06NGDZ3tDhgypVVXPPzF9+nSoq6tTcSEODg7Q0NCg7qurq/N1JNahQwecP3+ea/zcuXPU0WV9YmdnR+0W2tnZ/fbGKyYmJvj06ZOgJXPRs2fPWjfFrI60tDS4uLhAS0sL+/btg7W1tUDeQ3VlzJgxuHr1qkBsLVu2jEoJLysrg5WVFSwtLaGlpYX79+/zbG/lypXYt2+fwGPZRI3WrVvjyZMnMDExwdq1azF69GiMHj0a69atg4mJCcLCwmh3dF6+fIm2bdti+vTpuHLlCi5fvowZM2agTZs2fFXEF/S8NTU1rdP8rG+YY6x6RFtbG//++y/XOL/pjYsXL8bKlSuRnZ0NU1NTKuW5AjMzM77sCoKtW7fCxsYGCQkJKC0txb59+xAfH48nT57w3PEcAGxtbeHs7IyEhIRqn2tta9kIq5y8q6srxo4di9TUVI4g4LNnz9ISr6OsrEw5mIIO9t2+fTtcXFywZcuWal8LXosA1sTnz5/rVNjt+vXrAH452HPnzoWCggLPu6fCwNDQEO7u7nj8+DE6derE1Zmcl6KHFy9ehIODA4Bfz/fNmzdISkqiesnx2vbk0aNHCAkJwa1bt9C+fXuu17a2vafEAT09Pdy6dQufP39GcnIygF+vTeU6aHQya9YstG/fHuHh4dQu3efPnzFjxgzMmTMHT5484cmeoOeth4cHVq1aBXd392rfx4L6HBAUzDEWTRQVFaGkpIRjjNc3R3Udk0WpgmVcXBw8PT0RERGB8vJyWFpaYvXq1TA1NeXZ1u+6Q4vCcwWAGzduYMuWLYiOjoasrCzMzMywYcMGWuvEEEKQmZkJNTW1OsU6Vabitah65i/I911xcTGmTp0KQgguXLhQq9/x8PCAnp4eVTME+NV3rlevXjAwMEBaWhoWLlyIxYsX11lfXfjdtj+LxeJptSwjI4OUlBS0bt0ac+bMgZycHPbu3Yv09HR07NiR51jAP3XTbgi9p8QFWVlZhIeHc2WNvXz5El26dOH5aFzQ87byZ3Jlm6Ly/VMVZmenHikoKMDq1atx4cIF5Obmcl1vaJViTU1NqdTzulI1TVIUsbW1ha2tLd0yOCCEoE2bNoiPj0ebNm0EYlNQFYBrOkL78uULXr58iSZNmuDhw4e1tnfixAkOx+jbt28YMmQIOnbsiNOnT+PGjRtwdXWl3dkR5Lxt0aIFEhIS0KpVKwQGBuLQoUMAfpV++F138JpgnBnRwcjICB8+fOBydj5+/MhXnKagK3eLciXw6mCcnXrExcUFISEhOHToEKZNm4a///4b7969w9GjR7l6PtUGQbc8EDRVg+uMjY0xatQovoLrGPiDzWajTZs2yM3NFZizI6idqpqO17S0tDBu3DhMmTKFp93OrKwsqKmpAfgVaD5y5EiYmZnhxIkTYLPZMDMzE6kYt+LiYqSnp8PAwIDvOeHo6IgJEyZQ2TWDBg0C8KtVibADyBkET+WduC1btmDJkiXYuHEjunfvDuBXuZFNmzZR9dp4QdA7zOJW2Zw5xqpHtLW14e/vD2traygpKSEyMhKGhoY4efIkzp49i5s3b/7RxrVr1zB06FBISkri2rVrv30snT2ZXr58iVGjRiE7O5vKUHr9+jXU1NRw7dq1Wh1l7d+/H3PmzIGMjAxVRK0m6G7uKMrcuHED27Ztw+HDh9GhQwe+bMTGxqJDhw5gs9mIjY397WPpihUzNjaGnZ0dHB0dsWjRIujr61M7HQDwzz//YOXKlbQ7PIIuuBkQEIC3b99i/PjxVN0YPz8/qKioYNSoUX/8fUtLSwQHB0NVVRUWFha/TUmOjIzkSRsDb7DZbK4jIeD/jokq36/NSYCw5+3Dhw9x9OhRpKWl4eLFi9DU1MTJkyehp6eH3r1782xPmDDOTj2ioKCA+Ph46OjooHXr1rh8+TK6du2K9PR0mJqa4vv373+0wWazkZ2dDXV1dZGOY+nevTvU1dXh5+fHFVz38ePHWgXX6enpITw8HM2aNRNonENjQ1VVFYWFhSgtLYWUlBRkZWU5rufl5f3RRtX3XUVsWFXofN+dOnUK06dPB5vNRqdOnQD8+tI3MjKimsSOHTu22qaj9cnSpUsRFhaGvXv3wsbGBrGxsdDX18e1a9ewYcOGGusPCQs3Nzc4OztDTk4Obm5uv31sdbWkGAQHL8kbtdlZEea8vXTpEqZOnYopU6bg5MmTSEhIoBYY//77b60W7/UJ4+zUI2ZmZjhw4AD69u2LwYMHw8zMDJ6enti/fz927NiB//77j26JAkPQwXUM/POnuKnp06f/0UblJrYZGRm/fSydx6sZGRlgsVjQ1NTErFmz4OfnB2lpaRQXF6NHjx4ICgriyhqpb3R0dKiCm5VrUKWkpMDS0pLnoOKCggKEhoYiMzOTqpBdAbPj2bgR5ry1sLDA8uXLMW3aNI73cXR0NGxsbESq3QbAxOzUK46OjoiJiUHfvn2xdu1a2Nra4sCBAygtLcXu3bvplidQBB1cJ8qUlJTAyMgI//77Ly01df5EbZyZP1H5g1CUY8Uqa/Px8YGLiwtiY2OhqakpMtvqOTk5XF3KgV9OC69VbaOiojBs2DAUFhaioKAATZs2xadPnyAnJwd1dXXG2RFjHjx48Nvrtel9KMx5++rVq2o1KCkpIT8/X6B/SxAwzk49snz5curnfv36ISkpCeHh4TAwMEDHjh1rZeNPsSuVofOD7k/BdZVXrzUFofLSF4lOZ1FSUhI/f/4UqXYdVUlNTYWPjw9SU1Oxb98+qKurIzAwEFpaWr9tiFjBn+LDKkNnrFhVjI2NYWxsTLcMDioKblZkhdWl4Oby5csxYsQIHD58GCoqKnj69CkkJSXh4OCApUuX1sqGqqpqrd+7tTnyZBAM1tbWXGOVX6faHDsJc962atUKKSkp0NXV5Rh/9OiRUKqD1xXmGEvMqBq7kpOTg8LCQqr4Wn5+PrWqozOOpboaDNUF2/3urLhfv34c9yMiIlBWVsYR8CwhIYFOnTrR3o1527ZtSEpKgpeXl8hlm4WGhmLo0KHo1asXHjx4gMTEROjr62PHjh14/vw5AgIC/mijanxY1bN/Xj+EGzOPHz+GjY0NpkyZAl9fX8ydO5ej4GZFvFFtUFFRwbNnz2BkZAQVFRU8efIExsbGePbsGaZPn46kpKQ/2qh8zJmbm4vNmzdjyJAhlOP15MkTBAUFwdXVlWPBxiBcqrbUKSkpQVRUFFxdXeHh4YEBAwb80YYw5+2OHTvg5+cHb29vDBo0CDdv3kRGRgaWL1+O9evXY9GiRTzZEzqEQegMHTqU5OfnU/c3b95MPn/+TN3/9OkTMTY25tnu6dOnSa9evUhSUhI1lpSURPr06UNOnTpVJ8115f79+7W+1YZdu3aRESNGkLy8PGosLy+PjBo1inh6egrradSa0aNHE0VFRdKqVSsyePBgMmbMGI4bnXTv3p3s2rWLEEKIgoICSU1NJYQQ8vz5c6KhocGzvTt37hBLS0sSGBhIvnz5Qr5+/UoCAwNJ586dye3bt/nSmJGRQd6/f88x9v79e5KRkcGXPVEnNjaWTJs2jbRv354YGxuTKVOmkNjYWJ7tNG/enLx69YoQQkjbtm1JYGAgIYSQxMREIisry7M9Ozs7cuDAAa7xAwcOkFGjRvFsj0HwhIaGEktLS55/Txjz9n//+x+RlZUlLBaLsFgsIiMjQ/766y++bAkbxtmpB9hsNvnw4QN1X1FRkfrCIYSQ7Oxswmazebarr69PIiMjucbDw8OJrq4uf2JFFA0NDfLy5Uuu8bi4ONKqVSsaFHEyY8aM397oRF5enqSlpRFCOJ2d9PR0Ii0tzbO99u3bk4cPH3KNP3jwgLRr144vjSwWi8vhb9euHV/zojExaNAgcvr0aUIIIXPnziVdu3Ylp06dIkOGDCFdu3bl2Z68vDxJTk7mGn/9+jWRl5evs16GupOQkMDXayGMeUsIIQUFBeTFixfk2bNn5Nu3b3zbETaitd/eQCFVTgqr3ueXrKwsrpYTwK/tyA8fPgjkb9SF/Px8nDhxgioqaGJiAicnJ756NX39+rXGgOdv374JSjLfiHLlWRUVFWRlZXEdgUZFRVHNaHkhNTW12tdQWVkZb9684UtjSEgIVzsLf39/FBYW8mVPlJkyZQqsra1hbW1d50KPW7Zsod7/7u7umD59OubPnw9DQ0N4e3vzbK9Zs2a4cuUKnJ2dOcavXr2KZs2a1UkrA29UrYtDCEFWVha2bdtW6xjPyghj3gKAnJwcWrRoARaLBQUFBb7tCB2ana1GAYvF4tjZqby6JoT/nZ3hw4cTMzMz8uLFC1JeXk4IIeTFixfE3NycjBgxou7C68CLFy9I06ZNiaamJhkzZgwZPXo0ad26NWnWrBmJiIjg2d7UqVOJtrY2uXjxInn79i15+/YtuXjxItHV1SXTpk0TwjPgj48fP5KHDx+SR48ekY8fP9IthxBCiLOzM+nduzfJysoiioqKJDk5mTx69Ijo6+uTjRs38myvT58+pH///hzHTllZWWTgwIHEyspKkNL5wt7enhw9epQ63hE15syZQ4yMjAiLxSKtWrUikyZNIocPHyaJiYl0SyM+Pj6EzWaTYcOGEXd3d+Lu7k5sbW2JhIQE8fHxoVteo4LFYhE2m00dEVXcevTowdd7RdDztqSkhPz1119ESUmJsNlswmaziZKSElm3bh0pLi7m2Z6wYZydeoDNZnN88SkoKFDHCoTw7+x8/PiRDB06lLBYLCIlJUWkpKQIm80mQ4cO5XCu6KB3795kxowZpKSkhBorKSkh06dPJ3369OHZXkFBAZk/fz6RlpamJpaUlBSZP38++f79uyCl88X379+Jo6MjkZCQoD6UmjRpQpycnEhBQQGt2oqLi4m9vT31wSkpKUnYbDZxcHAgpaWlPNtLTk4mHTp0IJKSksTAwIAYGBgQSUlJ0r59+2qPQP5EYWEhx//RmzdvyJ49e0hQUBDPtggRbWeiMllZWeTs2bNk7ty51JFdy5Yta/W7f5rfpaWl5NmzZ3zpevr0KbG3tycWFhbE3Nyc2Nvbk6dPn/Jli4F/3rx5w3HLzMwkRUVFfNsT9LydO3cuUVdXJ0eOHCExMTEkJiaGHDlyhLRs2ZLMnTuXb53CgsnGqgfYbDaGDh0KaWlpAMD169fRv39/qrjZz58/ERgYyHcWy+vXr5GUlARCCIyNjdG2bVuBaecXWVlZREVFcfXnSUhIQOfOnfk+nigoKEBqaioIITA0NKS9QFwFc+fOxd27d3Hw4EH06tULwK8UzCVLlmDQoEE4fPgwzQp/bWNHRUWhvLwcFhYWdTpCIYTgzp071PvOxMQEAwcO5Cv9fvDgwbCzs8O8efOQn5+Pdu3aQVJSEp8+fcLu3bsxf/58vjRmZ2fj/v37uH//PkJDQ/H69Wuoq6sjKyuLL3uCpqCgAI8ePaI0RkZGwsTEpFYVlCUkJJCVlUXV6zE2NkZQUBC0tbUBAB8+fICGhgaTGcfAgSDnrbKyMs6dO4ehQ4dyjN+6dQuTJk3iyiajGyZmpx6oWtTNwcGB6zHTpk3j237btm1FwsGpjJKSEjIzM7mcnbdv30JRUZFvu/Ly8rT1Xvodly5dQkBAAEdtjGHDhkFWVhYTJkwQCWfHwMAABgYGArHFYrEwePBgDB48uM62IiMjsWfPHgC/+jy1aNECUVFRuHTpEtavX8+3s6OoqAhVVVWoqqpCRUUFTZo0QcuWLeust66sXr0aoaGhiImJQYcOHWBlZYW1a9fCysqKKiHxJ6quUf/77z+Ulpb+9jG1ITMz87fXK5wpBuHx7Nkz5OXlcTgR/v7+2LBhAwoKCjB69GgcOHCAWjzzgiDnrYyMDFeNHQDQ1dWFlJRUne0LGsbZqQeEFbzq5OT02+v8BCgKiokTJ2LmzJnw9PREz549wWKx8OjRIzg7O2Py5Mk82+vXr99vVx9019kpLCxEixYtuMbV1dVpD7IlhCAgIAAhISH4+PEjysvLOa5fvnyZJ3ubNm367fX169fzZK+wsJBygG/fvg07Ozuw2Wx07979jyXuq0MQzoQw2blzJ9TU1LBhwwaMGjVKaEUP+Vmt6+rq/vb3mJ0i4bNx40ZYW1tTzk5cXBxmzpyJGTNmwNjYGDt37oSGhgY2btzIk11Bz9uFCxfC3d0dPj4+lOP18+dPeHh4iF6NHTDOjljz+fNnjvslJSV4+fIl8vPz0b9/f5pU/cLT0xMsFgvTpk2jVpySkpKYP38+tm3bxrM9c3NzjvslJSWIjo7Gy5cvBdIOoa706NEDGzZsgL+/P2RkZAAARUVFcHNz47kqrqBZunQpjh07hn79+lFZE3XhypUrHPdLSkqQnp6OJk2awMDAgOcPTUNDQ1y9ehVjxoxBUFAQVbju48ePNVbX/h315UzwS1RUFEJDQ3H//n3s2rULEhIS6Nu3L5WhRafeqkdoFYXsdu/eDQ8PD5pUNS6io6Ph7u5O3T937hy6deuG48ePAwC0tLSwYcMGnp0dQc/bqKgoBAcHo3Xr1lR2WExMDIqLizFgwADY2dlRj+V1QSUMmJidBkZ5eTkWLFgAfX19uLi40KKhrKwMjx49gqmpKWRkZDhibKqmF9eVjRs34vv37/D09BSoXV55+fIlbGxs8OPHD3Ts2BEsFgvR0dGQkZFBUFBQrVoyCIumTZvi1KlTGDZsmND+xtevXzFjxgyMGTMGU6dO5el3AwICYG9vj7KyMvTv3x937twBAGzduhUPHjzArVu3eLIXExNDORMPHz4UKWeiOmJiYrB3716cOnUK5eXltdo9kZCQwOvXr6GmpgZCCLS0tPDo0SPqWOHDhw9o166dwHZibty4gZ07d+L+/fsCscdQMzIyMkhOToaWlhYAoHfv3rCxscFff/0FAHjz5g1MTU0FUnKjLvPW0dGx1o8VhdIcjLPTAHn16hWsra1pDcSUkZFBYmIiV20XQZOSkoKuXbuKRM+eoqIinDp1iiP4b8qUKZCVlaVVl56eHm7dusUVPyVoXr58ieHDh/NVsyM7OxtZWVno2LEjVeL++fPnUFJSqrNufpwJYRMVFUUFJj98+BBfv36Fubk5+vXrh507d/7x99lsNscOHfn/rVeq3hfUc01OToa5uTkKCgoEYo+hZnR0dHDy5ElYWVmhuLgYKioquH79OtUeIi4uDn379hXYZ15d5q04wRxjNUBSU1O5ghXrG1NTU6SlpQnd2Xny5Al1bEQ3srKymD17Nt0yuNi4cSPc3Nzg7e0tVMcrPz+f7wyMli1b4vv377hz5w6srKwgKyuLLl268H3k9jtngm5UVVXx/ft3dOzYEdbW1pg9ezasrKx4OrILCQkRirbKDXqB/ytkt3HjxjoXQGSoHTY2NlizZg22b9+Oq1evQk5ODn369KGux8bGCizRAKjbvAV+HTe/evUKLBYLbdu2pTIERQ3G2RFjqnYFr/hgunHjBu1xLB4eHli1ahXc3d3RqVMnrhRxXmMxKp//Av/3XMPDw+Hq6lpnvYIgNTUVe/fupSpGGxsbY+nSpQL9YOKH8ePH4+zZs1BXV4euri4kJSU5rkdGRvJkb//+/Rz3K16LkydPwsbGhmd9ubm5mDBhAkJCQsBisZCcnAx9fX3MmjULKioq2LVrF0/2BOFMCJOKVXtd9PTt21eAiv4PFRUVLgez4pjs3LlzQvmbDJxs3rwZdnZ26Nu3LxQUFODn58eR3eTt7c1XNpWg5+3Xr1+xcOFCnDt3jtpBlJCQwMSJE/H333/zVSlfmDDHWGJM1VUqm82Gmpoa+vfvDycnJ1q7b1fX9Rzgf3u96vlw5ecqiDTKuhIUFISRI0fC3NwcvXr1AiEEjx8/RkxMDK5fv45BgwbRpq3CkRg3bly1AcobNmzgyV7V3brKr8XatWt5Li0wbdo0fPz4EV5eXjA2NkZMTAz09fVx+/ZtLF++HPHx8TzZ+/fff0XKufkd//33H1gsFl9tO4RBaGgox/2K19bQ0JDWz5PGyJcvX6CgoAAJCQmO8by8PCgoKPCc3i3oeTthwgRER0fjwIED6NGjB1gsFh4/foylS5fCzMwMFy5c4MmesGGcHQahUPVDsyrCWpnShYWFBYYMGcKVabZmzRrcvn2b590TQSIvL4+goCD07t2bNg2/o2XLlggKCkLHjh2hqKhIOTvp6ekwNTXF9+/f+bYtas4E8CuJYPPmzdi1axf13BQVFbFy5UqsW7eOY6HAwCCq1PS58vDhQ9jY2IhcfBfjqjMIhYbmzPyJxMTEalcyTk5O2Lt3b/0LqoSWlpZI73IUFBRUm6X36dMnvgqnibozsW7dOpw4cQLbtm2jdgHDwsKwceNG/Pjxo95TvK9du1brx44cOVKIShjEiWbNmtXYWFRVVZUGRb+HcXbEDAsLi1oHbdK5m/DgwYPfXreysvqjDVVV1Vo/V7qzsdTU1BAdHc0VxBkdHU17wN6uXbvg4uKCI0eOVFvxtDZUjZn6HbzW1LCysoK/vz9VW4TFYqG8vBw7d+7kK6BY1JyJqvj5+cHLy4vDcejYsSM0NTWxYMGCetc3evToWj1OkNldDPWDMOftX3/9hRUrVsDf3x+tWrUC8Cur0tnZWWTiKCvDODtiRm0/mOimctuECio7LrX50KR7R4QXZs+ejTlz5iAtLY2jYvT27duxcuVKWrU5ODigsLAQBgYGkJOT4wpQro2jKMxgw507d8La2hrh4eEoLi6Gi4sL4uPjkZeXh7CwMJ7tiZozUZW8vLxq0+nbtWvHt9OekpKC1NRUKpOtair676haUZuh4SDMeXv48GGkpKRAR0eHaiOSmZkJaWlp5OTk4OjRo9Rj6Vx4V8DE7DAIhaqpjBWVWF1dXeHh4UHVjGgoEEKwd+9e7Nq1C+/fvwcAaGhowNnZGUuWLKlz1eK64Ofn99vrdGfuAb9WhIcPH0ZERATKy8thaWmJhQsXUitGXpCRkUFsbCxXv7hXr17B3NwcRUVFgpLNF926dUO3bt24smMWL16MFy9e4OnTp7W2lZubi4kTJ+LevXscmWwzZ87kK5ONgaG2uLm51fqxvCZBCAPG2RFjXrx4gfLycnTr1o1j/NmzZ5CQkEDnzp1pUlYzDx48wPLlyxEREcHT7928eRMSEhIYMmQIx/jt27dRVlbG1XmXTioqm9al4Wl9kZOTAzU1NZ5+Jz09HaWlpVxHdsnJyZCUlOT7qExQCNKZEAahoaGwtbWFtrY2RxbL27dvcfPmTY6aKn9C0JlsS5YsgaGhIZYsWcIxfvDgQaSkpIjVbisDJ6I+b4UNE/YvxixcuBBv377lGn/37h0WLlxIg6I/o6amhlevXvH8e2vWrKn26Ku8vBxr1qwRhDSB8PHjR0RHRyMmJgY5OTl0y6kWQghu3rwJOzs7tG7dmuffnzFjBh4/fsw1/uzZM8yYMaNWNmJjY6njk9jY2N/eeGXHjh3w9vaGiYkJZs6ciVmzZsHExAS+vr61qk4sbPr27YvXr19jzJgxyM/PR15eHuzs7PDq1SueHB3gl7O/fft2rtexTZs2fDVRvXTpEnr16sU13rNnTwQEBPBsj0F0EMS8FWsIg9giLy9PUlNTucbT0tKIgoICDYr+j5iYGI5bdHQ0uXXrFunbty/p2bMnz/ZkZGRIeno613h6ejqRk5MTgOK68eXLF+Lg4EAkJCQIi8UiLBaLNGnShEyZMoXk5+fTLY8QQkhqaipZt24dad26NVFRUSFTpkwhly9f5tmOoqIiSU5O5hpPTk4mysrKtbLBYrHIhw8fqJ/ZbDb1/1b5xmazedZHCCHv3r0j//vf/4idnR0ZM2YMWbduHXn37h1ftuqLzMxM4ujoyNPvKCgokNevX1M/V3wePH/+nDRt2pRnDdLS0jW+ttLS0jzbYxAdBDFvCfm/+Vr1pqKiQrp160YuXbokQNWCgwlQFmOkpaXx4cMH6Ovrc4xnZWXRXgDM3NwcLBYLpMopaffu3eHt7c2zPWVlZaSlpXFttaakpHBVZ6aDWbNmITo6Gjdu3OAqsDV79mzaCmz9+PEDAQEB8PLywtOnTzFo0CBkZWUhOjoaHTp04Msmi8Wqtgnhly9fap2tk56eTh2fpaen86Xjd2hoaHAFIr99+xZOTk58vf/qg7y8PPj5+fGkT9CZbIaGhggMDMSiRYs4xm/dusX1OcMgXghi3gLc3dMryM/Px/Pnz+Hg4AA/Pz+MHz+eb61CgW5vi4F/Jk6cSPr27cuxc/D582fSt29fMn78eBqVEfLmzRuOW2ZmJikqKuLb3uzZs4mpqSlJSUmhxpKTk4mZmRmZOXOmICTXCTk5OfLw4UOu8QcPHtC28zR//nyiqqpKunfvTg4ePEg+ffpECCGkSZMmJD4+nm+7tra2ZPz48aS0tJQaKy0tJWPHjiU2NjY82SouLiYzZsyododS0ERHR/O9U1Qf8KMvPj6eqKmpERsbGyIlJUXGjRtHjI2NSYsWLTjmSm05ceIEkZWVJevXryf3798n9+/fJ66urkROTo4cO3aMZ3sMooMg5+3vOHjwIOnatavA7AkKxtkRY/777z+ir69PlJWVibW1NbG2tiYqKirEyMiIZGZm0i1PoOTn55Pu3buTJk2aEF1dXaKrq0uaNGlC+vXrRz5//ky3PKKlpUViY2O5xmNiYoimpiYNigiRkJAg//vf/8jXr185xuvq7MTHx5NmzZoRAwMDMmPGDDJjxgxiYGBA1NTUSFxcHM/2lJWVGWeH8K8vKyuLrF+/ntja2pKhQ4eSdevWkffv3/Ot49ChQ0RTU5M6StTT0yN+fn5822MQDQQ9b2vi9evXREVFRWD2BAWTjSXmFBQU4PTp04iJiYGsrCzMzMwwefJkrloq9cWwYcNw9uxZqr6Dh4cHFi5cCBUVFQC/UmX79OmDhIQEnm0TQnDnzh2O51qb4oT1wbFjx3Dx4kWuAlvTp0+HnZ0d5s6dW++azpw5Ax8fHzx58gS2traYOnUqbGxsICsri5iYGJiYmPBt+/379zh48CDHa7Fo0SI0bdqUZ1uOjo4wNTXlamwraGJiYmBpaSmyhfFETV9OTg5kZWWhoKBAtxQGASHIeVsTsbGxGDJkCLKysgRmUxAwzo4YU1RUBFlZ2WqvZWVl8VWjpK5ISEggKyuLqhqspKSE6Oho6rz/w4cP0NDQ4PkD/cOHD2jRokW112JjY2FmZlY34XXEwsICKSkp+PnzJ1eBraqpnvVdYOvNmzfw8fGBr68vCgsLkZeXh/Pnz2PcuHEC/1uFhYXVtn74HR4eHvD09MSAAQPQqVMnrhisqmnQ/EK3M/Gnarb5+fkIDQ39oz5eMtR4nRcnTpzAzJkzucZLS0vh6uqKrVu38mSPQTzgZ97WxOLFi5GamoqbN28KxJ6gYJwdMaZdu3Y4c+YMLC0tOcYDAgIwf/58WlKf2Ww2srOzKWencmNHgH9nR11dnasqLgB4enrC1dWV9kJx4lBgixCCoKAgeHt749q1a2jevDns7Oy46tH8CWtra5w6dYor3fnZs2eYOnUqXr9+zZO9qt2YK8NisZCWllYrO4JyJoSFo6NjrR7n4+Pz2+tsNrva4P+q8NPeQUVFBQMGDMDx48ep1X5SUhLs7e3x5csXpKam8mSPQXQQ1LytaQf2y5cvCA8PR2pqKh4+fAgLC4s6axYkTDaWGDNo0CD07NkTGzduxOrVq1FQUIBFixbh4sWLXN23xZ3Vq1dj4sSJmD59Ovbs2YO8vDxMnToV8fHxOH/+PN3yRKJC6J9gsViwsbGBjY0N8vLy4O/v/8cv1upQUlKCmZkZDh06hEmTJqG8vBybNm3C1q1bsXjxYp7tCSob60+l8ZWVlTFt2jSB/C1+4Of/ujqEkb1WQVRUFKZOnQpTU1P4+vri9evXcHZ2xrhx4/D3338L7e8yCB9BzduoqKga7dvY2GDBggXQ0dERlGzBQVu0EINAuHXrFmnZsiXp3bs30dfXJ+bm5nUKPq0rbDabfPz4kbqvoKBA0tLSqPvZ2dl8B4lGR0eTDh06EENDQ9K0aVMybNgwkp2dXWfNDLxz+PBhIi8vTyZPnkx69OhBNDU1yZ07d/iy5ebmRgoKCrjGCwsLiZubW12lMvBIWVkZWbJkCWGz2URSUpKcPXuWbkkMAkKQ81bcYI6xxJzy8nIsXrwYhw8fRpMmTXD9+nWulgr1CZvNxtChQyEtLQ0AuH79Ovr370/FYfz8+ROBgYF8HSV8+/YNs2fPxqVLlwAAXl5eItHXqbGydu1abN++HU2aNMH9+/fRs2dPvuxUjfOqIDc3F+rq6iITsCsqXLt2rdaPrXrsW1v7s2bNgpGREV69egVTU1OcPHkSGhoaPNtiED0ENW/FDeYYS4xJTU2Fvb09srOzERQUhNDQUIwaNQpLliyBh4cHLRlZVZ0PBwcHrsfwc5QQFhYGBwcHNGvWDLGxsQgLC8PixYtx48YNHD16FKqqqnxrZuCNz58/Y9asWQgODsbRo0cRGhqKwYMHY8eOHViwYAHP9kgNHbpjYmIEmiXSUBg9ejTH/arxO5X/L3l1FOfOnQs/Pz9s3rwZK1euxIcPH+Dk5ARTU1McPnwYEyZMqJN2BvoQ9LwVO+jdWGKoCwoKCmTixIkcdWbCwsKIgYEBMTc3p0+YEJCSkiKrV68mxcXF1FhKSgq1FctQf2hoaJBevXpxHE+eO3eOOlqsLSoqKkRVVZUqNa+qqkrdlJSUCJvNJgsWLBDGU2gw3Llzh1haWpLAwEDy5csX8vXrVxIYGEg6d+5Mbt++zbO99u3bk+joaK7xgwcPEnl5eUFIZqAJQc1bcYVxdsQYf3//ase/fv1KnJyc6lmNcLl//36142VlZWTTpk31rKZxs2nTJlJWVsY1/vbtWzJw4MBa2/H19SU+Pj6ExWKRffv2EV9fX+p25swZ8vjxY0HKbpC0b9++xsrd7dq149nejx8/aryWlJTEsz0G0UFQ81ZcYWJ2GgDFxcVIT0+HgYEB7T2xhE1KSgpSU1NhZWUFWVnZGo9A6gNeiuDt3r1biEr+TEXfmo8fP1LdxiuoS4bSjx8/ICMjUydtoaGh6NmzJ22FMMUZWVlZPH/+HKamphzjsbGx6NatG18lGVJTU+Hj44PU1FTs27cP6urqCAwMhJaWFtq3by8o6Qw0Ioh5K24wzo4YU1RUhEWLFsHPzw8A8Pr1a+jr62PJkiXQ1NTE6tWraVYoOHJzczFhwgSEhISAxWIhOTkZ+vr6mDlzJlRVVeHp6Vnvmqo2WoyIiEBZWRmMjIwA/Ho9JCQk0KlTJ9y7d6/e9VVw/fp1TJkyBQUFBVBUVORwDlksFvLy8niyV15eDg8PDxw5cgQfPnyg3neurq7Q1dWttihdbWympKRU64yJSpVsUcTKygqSkpI4deoUR+XuqVOnori4GKGhoTzZCw0NxdChQ9GrVy88ePAAiYmJ0NfXx44dO/D8+XMEBAQI42kw1APCmLdiBa37Sgx1YsmSJaRTp07k4cOHRF5enuov9M8//zS4mJ2pU6eSIUOGkLdv3xIFBQXquQYFBRETExOa1RGya9cuMmLECJKXl0eN5eXlkVGjRhFPT08alRHSpk0bsnTp0mrTu/nBzc2N6Ovrk1OnThFZWVnqtTh//jzp3r07z/aePHlC9PT0CJvNpvoxVdxEuZeVKJCcnEw6dOhAJCUliYGBATEwMCCSkpKkffv2JDk5mWd73bt3J7t27SKEEI559vz5c6KhoSFQ7Qz1i6DnrbjBODtijLa2Nnny5AkhhPODKTk5mSgqKtIpTeC0aNGCCpys/FzT0tJEInBSQ0ODvHz5kms8Li6OtGrVigZF/4ecnJxAG20aGBiQu3fvEkI4X4vExES+GgB27NiRjB8/niQkJJDPnz+T/Px8jhvD7ykvLydBQUFk3759ZO/eveT27dukvLycL1vy8vJUAGvl1zY9PZ1IS0sLTDND/SPoeStuNOwAjwZOTk4OV20S4FdzULriWIRFQUFBtb1bPn36RNX0oZOvX7/iw4cPXDENHz9+xLdv32hS9YshQ4YgPDycatlRV969ewdDQ0Ou8fLycpSUlPBsLzk5GQEBAdXaZPgzLBYLgwcPxuDBg+tsS0VFBVlZWVwtPKKioqCpqVln+wz0Ieh5K24wzo4Y06VLF9y4cYMq9V3h4Bw/fhw9evSgU5rAsbKygr+/P9zd3QH8eq7l5eXYuXMnV+wMHYwZMwaOjo7YtWsXunfvDgB4+vQpnJ2d/9izSdjY2trC2dkZCQkJMDU15QoE5rXwXPv27fHw4UOukvAXL17kqx9Ot27dkJKSwjg7tYSXXma8NlG1t7fH6tWrcfHiRWqOhYWFYdWqVbS22mCoO4Ket2IH3VtLDPwTFhZGFBUVybx584iMjAxZunQpGThwIJGXlyfh4eF0yxMo8fHxRE1NjdjY2BApKSkybtw4YmxsTFq0aEFSUlLolkcKCgrI/PnzibS0NGGz2YTNZhMpKSkyf/588v37d1q1VY2DqWtMzLVr14iysjLZtm0bkZOTIzt37iSzZs0iUlJSfNV2uXz5MjExMSE+Pj4kPDycxMTEcNwYONHV1eW4ycvLExaLRdUoYrFYRF5enujp6fFsu7i4mNjb21PxU5KSkoTNZhMHBwdSWloqhGfDUF8Iet6KG0w2lpgTFxcHT09PREREoLy8HJaWlli9ejVXKmpDIDs7G4cPH+Z4rgsXLqSyUESBgoICpKamghACQ0NDqk1GQyMoKAhbtmzheC3Wr1/P11EKm83mGquoCsxP5+7GxJkzZ3Do0CGcOHGCygJ89eoVZs+ejblz52LKlCl82U1LS0NkZCTKy8thYWGBNm3aCFI2A00Ict6KG4yzw8AgQESpDpC4kJGR8dvrItlBWUQwMDBAQEAA1zFEREQExo0bJ9QO6QwM4gQTsyNmFBQU8LRbwOvjRYnMzExoa2vX+vHv3r2jLYiypjpAs2bNgoqKCnbt2lWvevbv3485c+ZARkbmjzEevMZ11AZenDzGmeGfrKysaoNLy8rK8OHDh1rZ2LZtG5YsWVJtAkBVnj17hk+fPsHW1pZnrQyiT0NenDE7O2JGq1atsHjxYsyYMaPGLsSEENy9exe7d++GlZUV1q5dW88qBUOLFi0wcuRIzJ49G127dq32MV++fMGFCxewb98+zJ07lwrWrm+mTZuGjx8/wsvLC8bGxoiJiYG+vj5u376N5cuXIz4+vl716OnpITw8HM2aNePKrKkMi8VCWlraH+0ZGxvD1dUV48aNg5SUVI2PS05Oxu7du6Gjo4M1a9bUSqu/v/9vrzOBsTUzYsQIZGZm4sSJE+jUqRNYLBbCw8Mxe/ZsaGlp1apD+rRp03Dz5k2MHz8eI0eOROfOnaGmpgYAKC0tRUJCAh49eoRTp04hKysL/v7+6NOnj7CfGoMAEOa8FTcYZ0fMePXqFf766y9cu3YN5ubm6Ny5MzQ0NCAjI4PPnz8jISEBT548gaSkJNauXYs5c+ZAQkKCbtl8kZeXhy1btsDb2xuSkpLVPtf4+Hh07twZf/31F4YOHUqb1pYtWyIoKAgdO3aEoqIi5eykp6fD1NQU379/p02bILh37x5Wr16NlJQUDB48uNrX4tGjR0hISMCiRYvwv//9D0pKSrWyXbVjfUlJCQoLCyElJQU5OTmeKzw3JnJycjB9+nQEBgZSWXalpaUYMmQIfH19qy1NUR2xsbH4+++/cfHiRXz58gUSEhKQlpZGYWEhAMDCwgJz5szB9OnTRaLUA0PtEOa8FTcYZ0dM+e+//3Dx4kU8ePAAb968QVFREZo3bw4LCwsMGTIEw4YNqzbwUxz58eMHbt68iYcPH1b7XDt06EC3RCgqKiIyMhJt2rThcHZevHgBGxsb5Obm0qZt06ZNWLVqFdcxRVFREXbu3In169fX2tbjx49x/vz5Gt93Dg4OUFFRqbPm5ORkzJ8/H87OzhgyZEid7TV0Xr9+jaSkJBBCYGxsjLZt2/JlhxCC2NhYjtfW3NwczZs3F7BihvqkvuatKMM4OwwMAsDW1haWlpZwd3eHoqIiYmNjoaOjg0mTJqG8vJzWnkISEhLIysriWuXn5uZCXV1dZLOdwsPD4eDggKSkJLqlMDAwiDlMgDIDgwDYuXMnrK2tER4ejuLiYri4uCA+Ph55eXkICwujVVtNQYcxMTFo2rQpDYpqh4SEBN6/f0+3DJFjxYoVcHd3h7y8PFasWPHbx+7evbueVDEwiDaMs8PAIABMTEwQGxuLw4cPQ0JCAgUFBbCzs6O1DpCqqipYLBZYLBbatm3L4fCUlZXh+/fvmDdvHi3aKlM1iJYQgqysLBw8eBC9evWiSZXoEhUVRWVgRUVF1fi4hppVw8DAD8wxFgODAMjMzISWlla1XzC8ptALCj8/PxBC4OTkhL1790JZWZm6JiUlBV1dXZFoK1I1tozFYkFNTQ39+/fHrl27RKpoJAMDg3jCODsMDAJAlONiQkND0bNnT66eWAwMDAyNBeYYi4FBANQUF/P9+3fIyMjQoOj/6Nu3L/VzUVERVxE6UUo1rVh7MUcwv8fJyalWj/P29hayEgYG8YBxdsQYHx8fKCgoYPz48RzjFy9eRGFhIaZPn06TMuGRkJCAzMxMFBcXc4zz2rlbUFQEiLJYLLi6unKkd5eVleHZs2cwNzenRVsFhYWFcHFxwYULF6pNgedn16m8vBwpKSn4+PEjysvLOa5ZWVnxbM/f3x87d+5EcnIyAKBt27ZwdnbG1KlTebbVGPD19YWOjg4sLCwg6M35Fy9e4OLFi9XOs8uXLwv0bzHQg6gveoQB4+yIMdu2bcORI0e4xtXV1akCYA2FtLQ0jBkzBnFxcVSTSOD/dgDoOiaqCBAlhCAuLo6jSqmUlBQ6duyIVatW0aKtAmdnZ4SEhODQoUOYNm0a/v77b7x79w5Hjx7Ftm3beLb39OlT2NvbIyMjg+uLlp/Gnbt374arqysWLVqEXr16gRCCsLAwzJs3D58+fcLy5ct51tjQmTdvHs6dO4e0tDQ4OTnBwcFBIJl1586dw7Rp0zB48GDcuXMHgwcPRnJyMrKzszFmzBgBKGegC2EsesQKYbdVZxAe0tLSJD09nWs8PT2dyMjI1L8gITJ8+HAyatQo8vHjR6KgoEASEhLIw4cPSdeuXcmDBw/olkdmzJhBvnz5QreMatHS0iIhISGEEEIUFRVJcnIyIYQQf39/MnToUJ7tdezYkYwfP54kJCSQz58/k/z8fI4br+jq6hI/Pz+ucV9fX6Krq8uzvcbCjx8/yJkzZ8jAgQOJnJwcGT9+PAkMDCTl5eV82zQ1NSUHDx4khBCioKBAUlNTSXl5OZk9ezZZv369oKQz0MCCBQuIsbExuXjxIpGVlSXe3t7E3d2dtG7dmpw6dYpueUKHcXbEGC0tLfLPP/9wjV+9epVoamrSoEh4NGvWjMTExBBCCFFSUiJJSUmEEEKCg4OJubk5ndK4yMzMJG/fvqVbBoW8vDx58+YNIYQQTU1N8uzZM0IIIWlpaUReXp5ne3JycpTDJAikpaWrtff69WsiLS0tsL/TkHnz5g3ZuHEj0dfXJ1paWuTbt2982ZGTk6MWUM2aNSOxsbGEEEISEhJIy5YtBSWXgQYEvegRNxpGP4FGyqRJk7BkyRKEhISgrKwMZWVluHfvHpYuXYpJkybRLU+glJWVQUFBAQDQvHlzqticjo4OXr16Rac0AL/6Ebm6ukJZWRm6urrQ0dGBsrIy/vrrr2q7Utcn+vr6ePPmDYBf9YAuXLgAALh+/TpfJeK7deuGlJQUgekzNDSkNFXm/PnzaNOmjcD+TkOmop4SIYQrhooXmjZtim/fvgEANDU18fLlSwBAfn4+1SeLQTzJy8ujmgIrKSlRPed69+6NBw8e0CmtXmBidsSYzZs3IyMjAwMGDECTJr9eyvLyckybNg1btmyhWZ1g6dChA2JjY6Gvr49u3bphx44dkJKSwrFjx6Cvr0+3PCxatAhXrlzBjh07qNo1T548wcaNG/Hp06dqY6vqC0dHR8TExKBv375Yu3YtbG1tceDAAZSWlvJVYXfx4sVYuXIlsrOzYWpqypXSbmZmxpM9Nzc3TJw4EQ8ePECvXr3AYrHw6NEjBAcHV+sEMfzi58+fuHz5Mry9vfHo0SMMHz4cBw8ehI2NDd998fr06YM7d+7A1NQUEyZMwNKlS3Hv3j3cuXMHAwYMEPAzYKhPKhY9Ojo61KKna9eufC96xA2mzk4D4PXr14iJiYGsrCxMTU2ho6NDtySBExQURFUlTktLw/Dhw5GUlIRmzZrh/Pnz6N+/P636lJWVce7cOa7O67du3cKkSZPw5csXmpRxk5mZifDwcBgYGKBjx448/351X6QVuwr8BCgDQEREBPbs2YPExEQQQmBiYoKVK1fCwsKCZ1uNgQULFuDcuXPQ1taGo6MjHBwc0KxZszrbzcvLw48fP6ChoYHy8nJ4enri0aNHMDQ0hKurK1eHegbxYc+ePZCQkKBOA2xtbVFWVkYtepYuXUq3RKHCODsMYkteXh7VEoFuWrRogfv378PY2JhjPDExEVZWVsjJyaFJWc28ffsWGzZs4LkWS0ZGxm+vN0RnW9Rgs9nQ1taGhYXFb9//TKo4Q03UddEjbjDOjpjBNAEUTTZt2oSkpCT4+PhAWloawK9jhpkzZ6JNmzbYsGEDzQq5iYmJgaWlJe0ppzdv3oSEhASGDBnCMR4UFITy8nKu3TIGYMaMGbVy8n18fHiyW9Nrcfv2bZSVlTGvBYPYwsTsiBmVmwBGRkbW+IEnCrsddcXOzg6+vr5QUlKCnZ3dbx9Lxwq2qqa7d++idevW1CopJiYGxcXFDTbWQVAFHtesWVNtvR9CCNasWcN8wVaDr6+vUOzW9FqUl5czr4WYs2TJEhgaGmLJkiUc4wcPHkRKSgr27t1Lj7B6gnF2xIx9+/ZRlS7v379Prxgho6ysTDltlZtYigpVNY0dO5bjvpaWVn3KqTcEXeAxOTkZJiYmXOPt2rUTaNYXw59hXouGy6VLl3Dt2jWu8Z49e2Lbtm2Ms8MgWlhYWFANJ/X19fHixQuBBCaKIpW34Hndjq8PRFFTfbB06VLo6enh7t270NfXx/Pnz5Gbm4uVK1fC09OTZ3vKyspIS0uDrq4ux3hKSgrk5eUFpJqhNjCvRcMlNze32kWjkpISPn36RIOi+oVxdsQMFRUVpKenQ11dHW/evKlTTQ1xoqioCIQQqvdURkYGrly5AhMTEwwePJhmdb8oLS3F/fv3kZqaCnt7eygqKuL9+/dQUlKiagTVJ386+svPz+fL7pMnT3Dv3j2oqamBzWaDzWajd+/e2Lp1K5YsWUK10KgtI0eOxLJly3DlyhUYGBgA+PXlunLlStp6njVWmNei4WJoaIjAwEAsWrSIY/zWrVsiUb5D2DDOjpgxduxY9O3bF61atQKLxULnzp0hISFR7WPT0tLqWZ3wGDVqFOzs7DBv3jzk5+eja9eukJKSwqdPn7B7927Mnz+fVn0ZGRmwsbFBZmYmfv78iUGDBkFRURE7duzAjx8/aKmz86ejP2VlZUybNo1nu9UVeDQyMuK7wOPOnTthY2ODdu3aoXXr1gCA//77D3369OFrp4iBf5jXouGyYsUKLFq0CDk5OVSpjuDgYOzatavBH2EBjLMjdhw7dgx2dnZISUnBkiVLMHv2bCgqKtItS+hERkZiz549AICAgAC0bNkSUVFRuHTpEtavX0+7s7N06VJ07twZMTExHMeKY8aMwaxZs2jRJKxjNkEXeFRWVsbjx49x584dql6UmZkZX93TGeoG81o0XJycnPDz5094eHjA3d0dAKCrq4vDhw/ztegRN5jUczHG0dER+/fvbxTOjpycHJKSkqCtrY0JEyagffv22LBhA96+fQsjIyPaS9k3b94cYWFhMDIygqKiImJiYqiKpSYmJrTrEySiXuCRgYHh9+Tk5EBWVpaW43W6YHZ2xJjGFCBraGiIq1evYsyYMQgKCsLy5csBAB8/fqSy0+ikvLy82iyk//77r8E5o5VrsOjr6yMhIUGkCjwy8Mb+/fsxZ84cyMjIYP/+/b99bNW0ZQbxRE1NjW4J9Q6zsyNmiHrtGWEREBAAe3t7lJWVYcCAAbh9+zYAYOvWrXjw4AFu3bpFq76JEydCWVkZx44dg6KiImJjY6GmpoZRo0ZBW1u7QTqmKSkpSE1NhZWVFWRlZal2EQzihZ6eHsLDw9GsWTOqUWR1sFisBhUH2BiwtLREcHAwVFVV/1htOzIysh6V1T/Mzo6YIeq1Z4TFuHHj0Lt3b2RlZXGUNh8wYMAfnb76YM+ePejXrx9MTEzw48cP2NvbIzk5Gc2bN8fZs2fplidQcnNzMWHCBISEhIDFYiE5ORn6+vqYNWsWVFRUsGvXLrolMvBAenp6tT8ziD+jRo2iKrqPHj2aXjE0w+zsMIgt5eXluHHjBk6cOIGrV6/SLQdFRUU4e/YsIiMjUV5eDktLS0yZMgWysrJ0SxMo06ZNw8ePH+Hl5QVjY2MqPun27dtYvnw54uPj6ZbIwAclJSUwMjLCv//+W21hQQbxpaysDI8ePYKZmVmjbebK7OyIMenp6SgtLUWbNm04xpOTkyEpKclVGKyhkJycDG9vb/j5+eHz589cfXzoQlZWFk5OTnBycqJbilC5ffs2goKCqNTkCtq0afPHJqEVfP36tdZ/TxRishoDkpKS+PnzJ3MU2QCp6HeWmJjIODsM4seMGTPg5OTE5ew8e/YMXl5eDaqdRFFRES5cuIATJ07g6dOnKCsrw549e+Dk5ERbRkF1pddroiEVZCsoKKCKO1bm06dP1Jb5n1BRUan1lyrdjUobE4sXL8b27dvh5eWFJk2Yr4eGhKmpKdLS0n4bl9WQYY6xxBglJSVERkbC0NCQYzwlJQWdO3fmu0KuKPH8+XN4eXnh/PnzaNu2LRwcHDBp0iS0bt0aMTExtG63s9lsjvuV+0RVHgMa1he2ra0tLC0t4e7uTgVj6+joYNKkSSgvL0dAQMAfbYSGhlI/v3nzBmvWrMGMGTPQo0cPAL+qNPv5+WHr1q2YPn260J4LAydjxoxBcHAwFBQUYGpqytUioiElPTQ2bt++jdWrV8Pd3R2dOnXiem0b+g4q47qLMSwWC9++feMa//LlS4P5cu3ZsycWL16M58+fw8jIiG45HFRu1XH37l2sXr0aW7ZsQY8ePcBisfD48WP89ddf2LJlC40qBc/OnTthbW2N8PBwFBcXw8XFBfHx8cjLy0NYWFitbPTt25f6edOmTdi9ezcmT55MjY0cORKmpqY4duwY4+zUIyoqKlwNbRkaBjY2NgB+za3Ku6oVWZQN5TujJpidHTFm+PDhkJOTw9mzZ6mWEWVlZZg4cSIKCgpoT8cWBIMHD8bTp08xYsQITJ06FUOGDAGLxYKkpCTtOzuV6dChA44cOYLevXtzjD98+BBz5sxBYmIiTcqEQ3Z2Ng4fPoyIiAgqGHvhwoVo1aoVz7bk5OQQExPDdRz7+vVrmJubN6iCjKLItWvXMHToUEhKStIthUGIVN5NrY7KC5CGCLOzI8bs2LEDVlZWMDIyQp8+fQD8+nL9+vUr7t27R7M6wXD79m28ffsWPj4+mD9/PoqKijBx4kQAEKlAytTU1GpLASgrK+PNmzf1L0jItGzZEm5ubgKxpaWlhSNHjnClrB89ehRaWloC+RsMNTNmzBhkZ2dDTU0NEhISyMrKgrq6Ot2yGARA5bpsGRkZmDhxYq3j6hoazM6OmPP+/XscPHiQo4/NokWL0LRpU7qlCYU7d+7A29sbV69ehZaWFsaNG4dx48bB0tKSVl1WVlaQlJTEqVOnqN2N7OxsTJ06FcXFxX9cVYkbnz9/xokTJ5CYmAgWiwVjY2M4Ojry9b67efMmxo4dCwMDA3Tv3h0A8PTpU6SmpuLSpUsYNmyYoOUzVKJly5Y4fvw4RowYATabjQ8fPjTKCrsNESkpKWRkZKBVq1aN3pFlnB0GseTz5884deoUvL29ERsbS/t5c0pKCsaMGYNXr15BW1sbAJCZmYm2bdvi6tWrXEHk4kxoaChGjRoFJSUldO7cGQAQERGB/Px8XLt2ja/t8Ldv3+Lw4cNISkoCIQQmJiaYN28es7NTD2zcuBGbNm2q1U4p3fOMgTfMzMxgaWmJfv36Ub0UawpEbujNQBlnpwFQWFiIzMxMFBcXc4ybmZnRpKh+iYyMpH1nB/gV6Hfnzh2OL+yBAweK1HGbIOjQoQN69uyJw4cPc8SKLViwAGFhYXj58iXNChl4JSkpCSkpKRg5ciR8fHygoqJS7eNGjRpVv8IY6sTjx4+xYsUKpKamIi8vD4qKitV+HrFYLOTl5dGgsP5gnB0xJicnB46OjjUGIjOrMAZhICsri+joaK7suFevXsHc3BxFRUU823z48CGOHj2KtLQ0XLx4EZqamjh58iT09PS4gr4ZhIebmxucnZ256iiVlZXh+vXrjb7lgDjDZrORnZ3daI+xmABlMWbZsmX4/Pkznj59in79+uHKlSv48OEDNm/ezPQnooHg4GAEBwfj48ePHGnpAODt7U2TKsFjaWmJxMRELmcnMTER5ubmPNu7dOkSpk6diilTpiAyMhI/f/4EAHz79g1btmzBzZs3BSGboRZs2LCB435SUhJHtfKqu8cM4kN6ejpXLJaotdwRJoyzI8bcu3cP//zzD7p06QI2mw0dHR0MGjQISkpK2Lp1K2xtbemW2Ghwc3PDpk2b0LlzZ7Rq1arBHV3FxsZSPy9ZsgRLly5FSkoKR0Dx33//jW3btvFse/PmzThy5AimTZuGc+fOUeM9e/bEpk2b6i6egScKCgpw/vx5qlp5v3794OHhwezqiDk6OjrUz6LackeoEAaxRVFRkaSnpxNCCNHR0SGPHj0ihBCSlpZGZGVlaVTW+GjZsiXx9/enW4bQYLFYhM1mExaL9dsbm83m2basrCz1PlZQUCCpqamEEEJSU1OJtLS0IJ8Gw294/PgxcXJyIgoKCsTCwoJ4enoSCQkJEh8fT7c0BgFQWFhIfH19SZ8+fYikpCRhs9lk37595Nu3b3RLqxeYnR0xxsjICK9evYKuri7Mzc1x9OhR6Orq4siRI3wVd2Pgn+LiYvTs2ZNuGUIjPT1daLZbtWqFlJQUrsa1jx49gr6+vtD+LsP/YWJigsLCQtjb2+PZs2dUsc41a9bQrIyhrlTXcufixYto3bo1Bg4cSFtvwfqGcXbEmGXLluH9+/cAfp21DxkyBKdPn4aUlBR8fX3pFScALCwsan0cFBkZKWQ1v2fWrFk4c+YMXF1dadUhLCpvgQuauXPnYunSpfD29gaLxcL79+/x5MkTrFq1CuvXrxfa32X4P1JSUjBp0iT069cPxsbGdMthECCi3HKnPmGcHTFmypQp1M8WFhZ48+YNkpKSoK2tjebNm9OoTDCIU4zAjx8/cOzYMdy9exdmZmZcpfd3795NkzLh8OrVKxw4cIAqKtiuXTssXryYrw9TFxcXfPnyBf369cOPHz9gZWUFaWlprFq1CosWLRKCeoaqpKenw9fXl6pSPnnyZEyZMqXBxZ41Rvr3748TJ07g48ePHC13GhtM6rkYUlhYCGdnZ1y9ehUlJSUYOHAg9u/f3yAcHHGlX79+NV5jsVgNpn0HAAQEBGDy5Mno3Lkz1aX86dOnePHiBc6cOYPx48fzZbewsBAJCQkoLy+HiYlJo9leFzXu3bsHb29vXL58GT9+/MCqVaswa9YstG3blm5pDHxS0XLHx8eHarlz6NAhxMbGNpqdPMbZEUOcnZ1x6NAhTJkyBTIyMjh79iysra1x8eJFuqUxNAL09fXh4ODAlSm1YcMGnDx5EmlpaXzbfvv2LVgsFlq3bl1XmQx15MuXLzh9+jS8vb0RGRmJDh06cGTlMYgnotpyR9gwzo4YYmBgAA8PD0yaNAnArwC0Xr164cePH1RF24ZGWVkZ9uzZgwsXLlRbLbqhV/8UJeTk5BAbG8vVAiM5ORkdO3bkuUt5aWkp3NzcsH//fnz//h0AoKCggMWLF2PDhg1MN24RIDo6Gt7e3ti/fz/dUhgEhKi13BE2jLMjhkhJSSE9PR2amprUmKysLF6/ft1gewmtX78eXl5eWLFiBVxdXbFu3Tq8efMGV69exfr167FkyZJ611S5o7Cdnd1vH3v58uV6UiV8hg0bhvHjx8PR0ZFj3MfHB+fOnUNQUBBP9ubNm4crV65g06ZN1LHYkydPsHHjRowaNQpHjhwRmHYGBgZuRKXljjBhApTFkLKyMkhJSXGMNWnSBKWlpTQpEj6nT5/G8ePHYWtrCzc3N0yePBkGBgYwMzPD06dPaXF2lJWVqUA/ZWXlev/79cm1a9eon0eOHInVq1cjIiKCo6jgxYsX4ebmxrPts2fP4ty5cxg6dCg1ZmZmBm1tbUyaNIlxdhgYhExDd3QAZmdHLGGz2Rg6dCikpaWpsevXr6N///6Ql5enxhrSboK8vDwSExOhra2NVq1a4caNG7C0tERaWhosLCzw5csXuiU2aNhsdq0ex2KxeN4Ob9GiBe7fv88VKJmYmAgrKyvk5OTwZI+BgYGhKrX7BGMQKaZPnw51dXUoKytTNwcHB2hoaHCMNSRat26NrKwsAIChoSFu374NAHjx4gWH08cgHMrLy2t14+fcf+HChXB3d6d6YgHAz58/4eHhwaSeMzAwCARmZ4dBLFizZg2UlJTwv//9j0p91tXVRWZmJpYvX85XTyYG0WDMmDEIDg6GtLQ0OnbsCACIiYlBcXExBgwYwPHYhrRbycDAUH8wzg6DWPLs2TOEhYXB0NAQI0eOpFtOg2f//v2YM2cOZGRk/piRw2v8VNVA59/h4+PDk20G3gkODkZwcDA+fvyI8vJyjmve3t40qWJgqBuMs8Mg8pSUlGDOnDlwdXVleiXRhJ6eHsLDw9GsWTPo6enV+DgWi1WnOjsM9OLm5oZNmzahc+fOaNWqFVel3StXrtCkjKGufPjwAatWraIc2apf/UzqOQODCKCiooLIyEiRdXbS09N/6wQw/JmcnBy8evUKLBYLbdu2hZqaGt2SGh2tWrXCjh07MHXqVLqlMAiYoUOHIjMzE4sWLarWkR01ahRNyuoHxtlhEAscHR1hamqKFStW0C2lWiQkJGBlZYWZM2di3LhxkJGRoVuSUCgpKYGRkRH+/fdfqjN2XSkoKMDixYvh7+9PHZtISEhg2rRpOHDgAOTk5ATydxj+TLNmzfD8+XMYGBjQLYVBwCgqKuLhw4cwNzenWwotMNlYDZTKmS0NAUNDQ7i7u2PcuHHYunUr9u/fz3Gjm5iYGFhYWGDlypVo2bIl5s6di+fPn9MtS+BISkri58+fAm0kuGLFCoSGhuL69evIz89Hfn4+/vnnH4SGhmLlypUC+zsMf2bWrFk4c+YM3TIYhICWlhbX0VVjgtnZaQCMGjUKffr0wZQpU9CqVSvk5ORg1KhRePz4Md3SBIa4xImUlpbi+vXr8PX1xa1bt9CmTRvMnDkTU6dObTDHMtu2bUNSUhK8vLzQpEnd65I2b94cAQEBsLa25hgPCQnBhAkTmDo7Qqbybml5eTn8/PxgZmYGMzMzrlYdu3fvrm95DALi9u3b2LVrF44ePQpdXV265dQ7jLPTAFi8eDFevnyJZ8+eYe7cubh27RqUlJQQFRVFt7RGy8+fP3Ho0CGsXbsWxcXFkJSUxMSJE7F9+3a0atWKbnl1oiJVXEFBAaamphyFLAHe08Pl5OQQERHBVVQwPj4eXbt2RUFBQZ01M9RMv379av3YkJAQISphECaqqqooLCxEaWkp5OTkuBzZht5fkHF2GhDnzp2Dvb09FBQUkJGRAVVVVbolCYxNmzZh1apVXPEbRUVF2LlzJ9avX0+TMk7Cw8Ph7e2Nc+fOQV5eHtOnT8fMmTPx/v17rF+/Ht++fRP7460/pYrzmh4+YMAANGvWDP7+/lSsU1FREaZPn468vDzcvXuXb60MDAy/8PPz++316dOn15MSemCcHTFk0aJFMDc3x6xZs6ix1NRU9O7dG8OHD0dsbCxsbW1FxgEQBBISEsjKyoK6ujrHeG5uLtTV1WlPm9y9ezd8fHzw6tUrDBs2DLNmzcKwYcM42iykpKSgXbt2DbqHGT+8fPkSNjY2+PHjBzp27AgWi4Xo6GjIyMggKCgI7du3p1tio8HJyQn79u2DoqIix3hFEDlTZ4dBXGGcHTFES0sLN27cgJmZGQAgKysLvXr1wqhRo7Bnzx7cuXMHCxYsQHJyMs1KBQebzcaHDx+44l7u3buHiRMn0h7X0aZNGzg5OcHR0REtW7as9jHFxcU4e/Zsg19B8UNRURFOnTqFpKQkEEJgYmKCKVOmQFZWlm5pjYqaFhWfPn1Cy5YtGUe9gVBUVISSkhKOMSUlJZrU1A9M13MxJDc3FwoKCgCAz58/Y8iQIZg6dSrVcdrAwADv3r2jU6LAUFVVBYvFomqvVM4CKisrw/fv3zFv3jwaFf6iNo6llJRUg3F0AgICcOHCBWRmZqK4uJjjWmRkJM/2ZGVlMXv2bEHJY+CRr1+/ghACQgi+ffvGUTqhrKwMN2/e5HKAGMSLgoICrF69GhcuXEBubi7Xdbp3x4UN4+yIIe3atcPmzZthb28PFxcXjB49mnJ0ACAsLAw6Ojo0KhQce/fuBSEETk5OcHNz42hwKiUlBV1dXfTo0YMWbbGxsbV+bMUuXENg//79WLduHaZPn45//vkHjo6OSE1NxYsXL7Bw4cJa2bh27Vqt/x7TDkT4qKiocCwqqsJisTg+YxjEDxcXF4SEhODQoUOYNm0a/v77b7x79w5Hjx5tFL0FmWMsMSQwMBBjx45FkyZNMHjwYERHR+PgwYMwNzfHgwcPsHDhQixfvhxr166lW6rACA0NRc+ePbkyCOiEzWaDxWLVWLui4hqLxWpQq6Z27dphw4YNmDx5MhQVFRETEwN9fX2sX78eeXl5OHjw4B9tVI5l+h0N7f9OVAkNDQUhBP3798elS5fQtGlT6pqUlBR0dHSgoaFBo0KGuqKtrQ1/f39YW1tDSUkJkZGRMDQ0xMmTJ3H27FncvHmTbolChXF2xJSKooHS0tJwc3PDtm3bUFxcDEIIJk2aBH9/f4HUQBElysvLkZKSUm2DQisrq3rXk5GRUevHNpSdNuBXqnhiYiJ0dHSgrq6OO3fuoGPHjkhOTkb37t2r3SJnEH1KS0sxa9YsuLu7Q0tLi245DAJGQUEB8fHx0NHRQevWrXH58mV07doV6enpMDU1xffv3+mWKFQa1rdhI0JaWpr6ecOGDVi6dClevXoFTU1NtG7dmkZlwuHp06ewt7dHRkYG104KXav/huTA8ELLli2Rm5sLHR0d6Ojo4OnTp+jYsSPS09PrXKH1x48fDbbVhqjTpEkTXLp0CRs3bqRbCoMQ0NfXx5s3b6CjowMTExNcuHABXbt2xfXr16GiokK3PKHDODsNBBUVFXTr1o1uGUJj3rx56Ny5M27cuFFtEzs6uHbtGoYOHQpJSck/xqA0pLiT/v374/r167C0tMTMmTOxfPlyBAQEIDw8HHZ2djzbKysrw5YtW3DkyBF8+PABr1+/hr6+PlxdXaGrq4uZM2cK4VkwVMeAAQNw//59zJgxg24pDALG0dERMTEx6Nu3L9auXQtbW1scOHAApaWljaIyNnOMxSAWyMvLIyYmBoaGhnRLoWCz2cjOzoa6uvpvY1AaWtxJeXk5ysvLqWPSCxcu4NGjRzA0NMS8efMgJSXFk71NmzbBz88PmzZtwuzZs/Hy5Uvo6+vjwoUL2LNnD548eSKMp8FQDUePHsXGjRsxZcoUdOrUias6dkNy2hs7mZmZCA8Ph4GBATp27Ei3HKHDODsMYkH//v3h4uICGxsbuqUwCBhDQ0McPXoUAwYM4Ah4TkpKQo8ePfD582e6JTYaGpPT3pgoKSnB4MGDcfTo0Wqz7RoDTNdzBrFg8eLFWLlyJXx9fREREYHY2FiOG928efOGbglCJzk5GZMnT8bXr1+5rn358gX29vZ8NWR99+5dtTt25eXlXIXPGIRLxa5ddTfG0RFfJCUl8fLlS5E4/qcLxtlhEAvGjh2LxMREODk5oUuXLjA3N4eFhQX1L93o6+ujd+/eOHr0aINtqLdz505oaWlVW2lVWVkZWlpa2LlzJ89227dvj4cPH3KNX7x4USReWwaGhsC0adNw4sQJumXQBhOg3AAoXqYHogAANOJJREFULCystpJtQypkl56eTreE3xIeHo6zZ89i8+bNWLp0KYYMGQIHBweMHDmSI3NOnHnw4AFOnjxZ4/UJEybA3t6eZ7sbNmzA1KlT8e7dO5SXl+Py5ct49eoV/P398e+//9ZFMgMfhIaGwtPTE4mJiWCxWDA2NoazszP69OlDtzSGOlBcXAwvLy/cuXMHnTt35orHauhBykzMjhiTk5MDR0dH3Lp1q9rrzLZz/UMIwf3793HmzBlcunQJZWVlGDt2bINooCgrK4ukpKQaU+4zMjJgbGyMwsJCnm0HBQVhy5YtiIiIQHl5OSwtLbF+/XoMHjy4rrIZeODUqVNwdHSEnZ0devXqBUIIHj9+jCtXrsDX15cvZ5ZBNOjXr1+N11gsFu7du1ePamiAMIgt9vb2pGfPnuT58+dEXl6e3L59m5w8eZIYGRmRf//9l255Asff35/07NmTtGrVirx584YQQsiePXvI1atXaVZWPREREcTc3Jyw2Wy6pQiEFi1akODg4Bqv3717l7Ro0aIeFTEImnbt2pHdu3dzje/atYu0a9eOBkUMDIKBidkRY+7du4c9e/agS5cuYLPZ0NHRgYODA3bs2IGtW7fSLU+gHD58GCtWrMCwYcOQn59P7VqpqKhg79699IqrxNu3b7Fjxw6Ym5ujS5cukJeXr1X7BHHAysoKBw4cqPH6/v37+TrqcHR0RHBwcJ0LEjLUnbS0NIwYMYJrfOTIkSJ/lMzA8DuYmB0xpqCggOpE3LRpU+Tk5KBt27YwNTXlq/O0KHPgwAEcP34co0eP5mha17lzZ6xatYpGZb84duwYTp8+jbCwMBgZGWHKlCm4evUqdHV16ZYmMNauXYsePXpg3LhxcHFxgZGREQAgKSkJO3bsQFBQEB4/fsyz3dzcXNja2qJZs2aYNGkSHBwcmMBkmtDS0kJwcDBXdlxwcDDTQqIB8OLFC1y8eLHaGM/Lly/TpKqeoHtriYF/OnfuTAIDAwkhhIwaNYpMnTqV/Pfff8TFxYXo6+vTrE6wyMjIUEdXCgoKJDU1lRBCyOvXr4mMjAyd0gghhLRu3ZqsWrWKREVF0S1FqFy/fp2oqakRNpvNcVNTUyP//PMP33Y/f/5Mjh49Svr27UvYbDYxNjYmHh4eJD09XXDiGf7IoUOHiJSUFJk3bx7x9/cnJ0+eJHPnziXS0tLkyJEjdMtjqANnz54lkpKSxNbWlkhJSZHhw4cTIyMjoqysTGbMmEG3PKHDBCiLMadPn0ZJSQlmzJiBqKgoDBkyBLm5uZCSkoKvry8mTpxIt0SBYWJigq1bt2LUqFEchef2798PPz8/RERE0KqP/P/u5o2BoqIiBAYGIiUlBYQQtG3bFoMHD4acnJxA7P/33384e/YsvL29kZycjNLSUoHYZagdV65cwa5du5CYmAgAVDbWqFGjaFbGUBfMzMwwd+5cLFy4kPoM1dPTw9y5c9GqVSu4ubnRLVGoMM5OA6KwsBBJSUnQ1tZG8+bN6ZYjUHx8fODq6opdu3Zh5syZ8PLyQmpqKrZu3QovLy9MmjSJbokAGkcZAGFSUlKCGzdu4NSpU7hx4waaNm2Kd+/e0S2LgUHskZeXR3x8PHR1ddG8eXOEhITA1NQUiYmJ6N+/P7KysuiWKFSYmJ0GhJycHCwtLemWIRQcHR1RWloKFxcXFBYWwt7eHpqamti3b59IODo5OTmYMWMGAgMDq73OlAH4PSEhIRzp+nZ2drh+/Tr69+9PtzQGhgZB06ZN8e3bNwCApqYmXr58CVNTU+Tn5/NVLkLcYJwdMWPFihVwd3eHvLw8VqxY8dvHNrQiUbNnz8bs2bPx6dMnlJeXU8HZosCyZcuQn5+Pp0+fol+/frhy5Qo+fPiAzZs3Y9euXXTLE2lat26N3NxcDBkyBEePHsWIESMgIyNDt6xGhZ6e3h+PYVksFlJTU+tJEYOg6dOnD+7cuQNTU1NMmDABS5cuxb1793Dnzh0MGDCAbnlCh3F2xIyoqCiqX1BUVFSNj2so8SNFRUW4c+cO+vXrB0VFRQCgjui+fv2K+/fvY8iQIbRXKb537x7++ecfjjIAgwYNgpKSErZu3QpbW1ta9Yky69evx/jx46Gqqkq3lEbLsmXLarz25s0bHD16FD9//qw/QQwC5+DBg/jx4weAX5mVkpKSePToEezs7ODq6kqzOuHDxOwwiDT79u3DtWvXEBwcXO31gQMHYsyYMVi4cGE9K+NESUkJsbGx0NXVha6uLk6fPo1evXohPT0d7du3bxTbxHUlJSUFqampsLKygqysbKMK+hZF8vLy4O7ujsOHD6Nbt27Yvn07unfvTrcsBga+YIoKNiC+fv2Kq1evIikpiW4pAuP06dO/XXUuW7YMfn5+9SeoBoyMjPDq1SsAgLm5OY4ePYp3797hyJEjaNWqFc3qhMOePXsQHh5O3SeE/Pa1qonc3FwMGDAAbdu2xbBhw6hAyVmzZmHlypWCkstQS4qKiuDh4QF9fX2EhITg8uXLCA0NZRydBkB5eTlev36NR48e4cGDBxy3Bg9dOe8MdWf8+PHkwIEDhBBCCgsLSZs2bYikpCRp0qQJCQgIoFmdYFBRUSEZGRk1Xs/IyCAqKir1qKh6Tp06RXx8fAghhERGRlK1aGRkZMi5c+foFSckOnToQGRlZUmHDh3I1atXyYgRI4iysjLPdqZOnUqGDBlC3r59y1FDKSgoiJiYmAhYNUNNlJaWksOHD5OWLVsSXV1d4u/vT8rLy+mWxSAgnjx5QvT09AibzSYsFovj1lBa2vwOxtkRY1q0aEGio6MJIYScPn2aGBoakoKCAnLo0CFibm5OszrBoKCgQMLDw2u8Hh4eThQUFOpRUe0oKCggERERJCcnh24pQqWoqIhs27aNsFgsoqioSJKSkni2Ufl9XNnZSUtLI/Ly8gLVy1A958+fJ23atCHq6upk79695OfPn3RLYhAwHTt2JOPHjycJCQnk8+fPJD8/n+PW0GEClMWYL1++oGnTpgCAwMBAjB07FnJycrC1tYWzszPN6gRD+/btcffuXXTq1Kna63fu3EH79u3rWVXNFBcXIz09HQYGBg2uDICXlxfU1NQ4issRQnD16lVYWFggKysLERERVBuJ2lJQUFBtQcJPnz7RHnjeWJg0aRJkZWUxefJkZGRkYM2aNdU+rqFleDYmkpOTERAQwNUKpLHAxOyIMVpaWnjy5AkKCgoQGBiIwYMHAwA+f/7cYFJ3nZyc4O7ujn///Zfr2vXr17F582Y4OTnRoIyTwsJCzJw5E3Jycmjfvj0yMzMBAEuWLOHo5SXO7Nq1i6NYZUlJCcaMGYMmTZogJCQEO3bswJ49e3i2a2VlBX9/f+o+i8VCeXk5du7ciX79+glEO8PvsbKyQteuXZGamoqoqKhqb9HR0XTLZKgD3bp1Q0pKCt0yaIPZ2RFjli1bhilTpkBBQQE6OjqwtrYGADx48ACmpqb0ihMQc+bMwYMHDzBy5Ei0a9cORkZGYLFYSExMxOvXrzFhwgTMmTOHbplYu3YtYmJicP/+fdjY2FDjAwcOxIYNG2pcKYsTGRkZVDNIQgimTZuG8vJyBAUFQU5ODj169ODrtdi5cyesra0RHh6O4uJiuLi4ID4+Hnl5eQgLCxP002Cohvv379MtgUEIxMbGUj8vXrwYK1euRHZ2NkxNTSEpKcnx2IZe5Z1JPRdzIiIikJmZiUGDBkFBQQEAcOPGDaiqqqJnz540qxMcFy5cwJkzZ5CcnEz1Y7K3t8eECRPolgYA0NHRwfnz59G9e3eO3l0pKSmwtLTE169f6ZZYZ/T09ODs7AwnJycsWLAA+fn5OHfuHKSkpAD86ozt5OSEjIwMnm1nZ2fj8OHDiIiIQHl5OSwtLbFw4cIGm8nGwFAfsNlssFgs1PQ1X3GNxWI1+CrvjLPTAImLi8OJEyewd+9euqU0GuTk5PDy5Uvo6+tzODsxMTGwsrLCly9f6JZYZ3bt2gVnZ2c0adIEGhoaMDc3h5+fH5SVlfH+/XvY2tqic+fOOH78ON1SGRgYAJ4WHjo6OkJUQj/MMVYD4evXrzh79ixOnDiB8PDwBr8lKWp06dIFN27cwOLFiwH8XwXr48ePo0ePHnRKExgrV65E165dwWazYWFhgZEjR0JDQwPa2tpIT0+HtrY2tm7dWitblbfX/wTzXmZg4I+G7sDwArOzI+aEhobixIkTuHTpEn78+AFnZ2fMmjWr0Ubc08Xjx49hY2ODKVOmwNfXF3PnzkV8fDyePHmC0NDQGrPJxBlCCG7duoW4uDhoampi7NixkJWVrdXvVt5er1wlueLjqPJYQ99eZ2CoTxISEpCZmYni4mKO8ZEjR9KkqH5gnB0xJCsrCz4+PvD29kZBQQEmT54Me3t79OjRAzExMTAxMaFbYqMkLi4Onp6eHHEnq1evbjDB4oKk8vZ6VFQUVq1aBWdnZ2oX7MmTJ9i1axd27NiB0aNH06SSgaHhkJaWhjFjxiAuLo4jjqdiYdHQFxWMsyOGyMjIYPz48XBwcMCgQYPAZv+qICApKck4OwxiR9euXbFx40YMGzaMY/zmzZtwdXVFREQETcoaL0uXLkWfPn0wYsQISEtLo6ioCA4ODrh06RLd0hj4ZMSIEZCQkMDx48ehr6+P58+fIzc3FytXroSnpyf69OlDt0ShwsTsiCE6Ojp49OgRtLW1oaOjg3bt2tEtqd74/PkzV3fsp0+f0ta3p7ZZVkpKSkJWIr7ExcVBT0+Pa1xPTw8JCQk0KGJIS0vD9evXsWDBAqxbtw5nzpxBdnY23bIY6sCTJ09w7949qKmpgc1mg81mo3fv3ti6dSuWLFmCqKgouiUKFaaooBjy6tUrnDp1CllZWejSpQs6depEFXNr6F2imzVrhvbt22PXrl348eMHLly4gAEDBtCmR0VFBaqqqjXeKq4z1IyxsTE2b96MHz9+UGM/f/7E5s2bYWxsTKOyxsv169eRlpYGDw8PLF++HImJiXj27BndshjqQFlZGVWepHnz5nj//j2AX4vniibGDRlmZ0dM6dWrF3r16oX9+/fj7Nmz8Pb2RllZGRYsWAB7e3uMHj0aampqdMsUOC9evEBcXBy8vLywe/du5OTkYOPGjbTpCQkJoX4mhGDYsGHw8vKCpqYmbZrEjSNHjmDEiBHQ0tJCx44dAQAxMTFgsVjVVs5mEDweHh7Q09ODvb09Nfbp0yd4enrCxsYGaWlpuHjxIpVtyCB+dOjQAbGxsdDX10e3bt2wY8cOSElJ4dixY9DX16dbntBhYnYaEImJiThx4gROnjyJvLw8lJSU0C2pziQnJwMA2rRpwzHu4eEBd3d3SElJ4cWLFzz3YxIWlWvsMNSewsJCnDp1CklJSSCEwMTEBPb29pCXl6dbWqNAX18fFy5cQOfOnQEA3759g7W1NQwMDHD69GncuHEDrq6uiIuLo1kpA78EBQWhoKAAdnZ2SEtLw/Dhw5GUlIRmzZrh/Pnz6N+/P90ShQrj7DRASktLce3aNdjZ2dEtpc70798fCxYswLhx46ixo0ePwtnZGZcvX0ZgYCDevn2L8+fP06jy/2gMzk5ZWRn27NmDCxcuVJvCmpeXR5MyBn6RlZVFUlISdHR08PPnT9jY2EBXVxcnTpwAm81GWloa2rdvj6KiIrqlMgiQvLw8qKqqNvjwB4CJ2WmQNGnSpEE4OgAQGRnJ0T08ICAA69atQ2BgIAYOHIgpU6bg7t27NCpsfLi5uWH37t2YMGECvnz5ghUrVsDOzg5sNpvWI0UG/tHV1cWxY8eQkpKCUaNGwdjYGD4+PlSmZ0UtJYaGQ0ZGBrKzs2tsJdHQYJwdBpGGzWbj48ePAH5tw65YsQJ3796l+n5JSUmJXH2Ihr5KOn36NI4fP45Vq1ahSZMmmDx5Mry8vLB+/Xo8ffqUbnkMfLBu3Tps27YNxsbGyM/PR2RkJBW0+uLFCyxfvhxjxoyhWSUDP/j5+XG1DpozZw709fVhamqKDh064O3bt/SIq0eYAGUGkaZ///6wt7dHz549ERAQgE2bNsHc3Jy6fvjwYSqolQ6q7qD9+PED8+bN44o1uXz5cn3KEioVXZMBQEFBger7NXz4cLi6utIpjYFPHBwc0KdPH7BYLGhqamLWrFkwNjaGtLQ0iouL0aNHD2bXTkw5cuQI5syZQ90PDAyEj48P/P39YWxsjEWLFsHNzQ1eXl40qhQ+jLPDINIcOXIELi4ukJCQQEBAAOzt7REZGQkLCws8fPgQgYGBCA4Opk2fsrIyx30HBwealNQfrVu3RlZWFrS1tWFoaIjbt2/D0tISL168gLS0NN3yGPikch8lHx8fuLi4IDY2FpqamujduzeNyhjqwuvXr6nAcwD4559/MHLkSEyZMgUAsGXLFjg6OtIlr/4gDGKLo6Mj+fr1K9f49+/fiaOjIw2KhE98fDyZMGECadeuHRkwYAAJDAykW1KjY/Xq1cTDw4MQQsjFixdJkyZNiKGhIZGSkiKrV6/m2Z6enh759OkT1/jnz5+Jnp5enfUyMDRmZGVlyZs3b6j7ZmZmZO/evdT9jIwMIiMjQ4e0eoXJxhJjJCQkkJWVBXV1dY7xT58+oWXLligtLaVJGUNj4tmzZwgLC4OhoSFfzQTZbDays7O53scfPnyAtrY2fv78KSipDAyNDmNjY3h4eMDOzo76bnj27BnVnPj58+cYOXJkg6+QzRxjiSFfv34FIQSEEHz79g0yMjLUtbKyMty8eZPri4OBQVh069YN3bp14/n3rl27Rv0cFBTEcSRYVlaG4OBg6OrqCkIiA0OjZdq0aVi4cCHi4+Nx7949tGvXjnJ0AODx48fo0KEDjQrrB8bZEUNUVFTAYrHAYrHQtm1brussFgtubm40KGNoDGzduhUtWrSAk5MTx7i3tzdycnKwevXqWtmp6GbOYrEwffp0jmuSkpLQ1dXFrl27BKKZgaGxsnr1ahQWFuLy5cto2bIlLl68yHE9LCwMkydPpkld/cEcY4khoaGhIISgf//+uHTpEpo2bUpdk5KSgo6ODjQ0NGhUyNCQ0dXVxZkzZ6j0/wqePXuGSZMmIT09nSd7enp6ePHiBZo3by5ImQwMDAwUjLMjxmRkZEBbW7vB13VhEC1kZGSQmJjI1ak8LS0NJiYmHA09+SU/Px8qKip1tsPAGzXFAebm5kJdXV3kalox8MeCBQuwadOmRrXAYIoKijGJiYkICwuj7v/9998wNzeHvb09Pn/+TKMy4VFcXIxXr14xwdc0oqWlxfG+qyAsLIyvHcXt27dztPsYP348mjZtCk1NTcTExNRJKwNv1LT2/fnzJ6SkpOpZDYOwOHXqFL5+/Uq3jHqFidkRY5ydnbF9+3YAv8q5r1ixAitXrsS9e/ewYsUK+Pj40KxQcBQWFmLx4sXw8/MD8Kt2hL6+PpYsWQINDQ2sWbOGZoWNh1mzZmHZsmUoKSmhmgcGBwfDxcUFK1eu5Nne0aNHcerUKQDAnTt3cPfuXQQGBuLChQtwdnbG7du3BaqfgZv9+/cD+BU/5eXlBQUFBepaWVkZHjx4gHbt2tElj0HANMYDHcbZEWPS09NhYmICALh06RJGjBiBLVu2IDIyEsOGDaNZnWBZu3YtYmJicP/+fdjY2FDjAwcOxIYNGxhnpx5xcXFBXl4eFixYQDUBlZGRwerVq7F27Vqe7WVlZUFLSwsA8O+//2LChAkYPHgwdHV1+cryYuCdPXv2APj1JXjkyBFISEhQ16SkpKCrq4sjR47QJY+Boc4wzo4YIyUlhcLCQgDA3bt3MW3aNABA06ZNG9wW5dWrV3H+/Hl0796dI0bJxMQEqampNCprfLBYLGzfvh2urq5ITEyErKws2rRpw3f1ZFVVVbx9+xZaWloIDAzE5s2bAfz64mViROqHiqDyfv364fLly1BVVaVZEYMw+fbtG90S6h3G2RFjevfujRUrVqBXr154/vw5Fffw+vVrtG7dmmZ1giUnJ6fa2kEFBQVMgDZNKCgooEuXLnW2Y2dnB3t7e7Rp0wa5ubkYOnQoACA6OhqGhoZ1ts9Qe0JCQjjul5WVIS4uDjo6OowD1AAoKyvDlStXkJiYCBaLhXbt2mH06NFo0qThuwIN/xk2YA4ePIgFCxYgICAAhw8fhqamJgDg1q1bHEc9DYEuXbrgxo0bWLx4MYD/6yx+/Phx9OjRg05pjQI7Ozv4+vpCSUmJq/lpVXhterpnzx7o6uri7du32LFjBxUvkpWVhQULFvCtmYF3li1bBlNTU8ycORNlZWWwsrLCkydPICcnh3///RfW1tZ0S2Tgk5cvX2LUqFHIzs6GkZERgF8LYzU1NVy7do1q7ttQYVLPGcSCx48fw8bGBlOmTIGvry/mzp2L+Ph4PHnyBKGhoRwVQRkEj6OjI/bv3w9FRcU/Ng1sSIHxjQ1NTU38888/6Ny5M65evYqFCxciJCQE/v7+CAkJqTYLj0E86N69O9TV1eHn50ft0n3+/BkzZszAx48f8eTJE5oVChfG2WkgFBUVoaSkhGNMSUmJJjXCIS4uDp6enoiIiEB5eTksLS2xevXqBr8iESUIIcjMzISamhrk5OQEajshIQGZmZlU0HMF/PTbYuAPGRkZpKSkoHXr1pgzZw7k5OSwd+9epKeno2PHjg0uFrAxISsri/DwcLRv355j/OXLl+jSpQuKiopoUlY/MMdYYkxBQQFWr16NCxcuIDc3l+t6QwvuNDU1pVLPGeiBEII2bdogPj4ebdq0EYjNtLQ0jBkzBnFxcWCxWFRabMVRZUN7H4syLVq0QEJCAlq1aoXAwEAcOnQIwK/SD5UztBjEDyMjI3z48IHL2fn48WOjiI1jigqKMS4uLrh37x4OHToEaWlpeHl5wc3NDRoaGvD396dbnsApKytDQEAA3N3dsXnzZly6dIkpLljPsNlsKpBYUCxduhR6enr48OED5OTkEB8fjwcPHqBz5864f/++wP4Ow59xdHTEhAkT0KFDB7BYLAwaNAjAr1YgTJ0d8ePr16/UbcuWLViyZAkCAgLw33//4b///kNAQACWLVtG1Wtr0BAGsUVLS4uEhIQQQghRVFQkycnJhBBC/P39ydChQ2lUJnji4uKIvr4+kZOTIxYWFsTCwoLIy8sTXV1dEhsbS7e8RsW///5LevfuTeLi4gRir1mzZiQmJoYQQoiSkhJJSkoihBASHBxMzM3NBfI3GGrPxYsXye7du8nbt2+pMV9fX3L16lUaVTHwA4vFImw2m7qxWCyOscr3GzpMzI4Yo6CggPj4eOjo6KB169a4fPkyunbtivT0dJiamuL79+90SxQYjT24TpRQVVVFYWEhSktLISUlBVlZWY7reXl5PNuLiIiAvr4+DAwM4OXlhX79+iE1NRWmpqZULSkGBgbeCA0NrfVj+/btK0Ql9MPE7Igx+vr6ePPmDXR0dGBiYoILFy6ga9euuH79eoNrohgTE4Pw8HCOWh+qqqrw8PAQSK0Xhtqzd+9egdrr0KEDYmNjoa+vj27dumHHjh2QkpLCsWPHoK+vL9C/xfBnCgoKEBoaWm2w+JIlS2hSxcAPDd2B4QXG2RFjHB0dERMTg759+2Lt2rWwtbXFgQMHUFpait27d9MtT6A09uA6UWL69OkCtffXX3+hoKAAALB582YMHz4cffr0QbNmzTgahDIIn6ioKAwbNgyFhYUoKChA06ZN8enTJ8jJyUFdXZ1xdsSYBw8e/Pa6lZVVPSmhB+YYqwGRmZmJ8PBwGBgYoGPHjnTLESg3b96Ei4sLNm7ciO7duwMAnj59ik2bNmHbtm3o3bs39diGlnIviqSmpsLHxwepqanYt28f1NXVERgYCC0tLS6HlB/y8vKgqqrKVMeuZ6ytrdG2bVscPnwYKioqiImJgaSkJBwcHLB06dI/FpRkEF3YbO58pMrzq6FnPTLODoNYUHmiVkxQUiVFmRACFovV4Cct3YSGhmLo0KHo1asXHjx4gMTEROjr62PHjh14/vw5AgIC+LKbkpKC1NRUWFlZQVZWlno9GeoPFRUVPHv2DEZGRlBRUcGTJ09gbGyMZ8+eYfr06UhKSqJbIgOffPnyheN+SUkJoqKi4OrqCg8PDwwYMIAmZfUDc4wlhgwbNgxnz56FsrIyAMDDwwMLFy6k4nRyc3PRp08fJCQk0KhSsFTt2cNAH2vWrMHmzZuxYsUKKCoqUuP9+vXDvn37eLaXm5uLCRMmICQkBCwWC8nJydDX18esWbOgoqKCXbt2CVI+w2+QlJSkHMwWLVogMzMTxsbGUFZWRmZmJs3qGOpCxfdFZQYNGgRpaWksX74cERERNKiqPxhnRwwJCgrCz58/qfvbt2/H5MmTKWentLQUr169okmdcGAC7USHuLg4nDlzhmtcTU2Nr/o7y5cvh6SkJPXFWsHEiROxfPlyxtmpRywsLBAeHo62bduiX79+WL9+PT59+oSTJ08ylcobKGpqag3u+6I6GGdHDKl68thYTiLz8/Nx4sQJqmOviYkJnJycql2xMAgPFRUVZGVlQU9Pj2M8KiqKakbLC7dv30ZQUBBat27NMd6mTRtkZGTUSSsDb2zZsgXfvn0DALi7u2P69OmYP38+DA0N4e3tTbM6hroQGxvLcZ8QgqysLGzbtq3BxXhWB+PsMIgF4eHhGDJkCGRlZdG1a1cQQrB79254eHjg9u3bsLS0pFtio8He3h6rV6/GxYsXwWKxUF5ejrCwMKxatQrTpk3j2V5BQUG1fbY+ffoEaWlpQUhmqCWdO3emflZTU8PNmzdpVMMgSMzNzTnasVTQvXv3RuHIMgHKYoiEhASys7OhpqYGAFBUVERsbCy10v7w4QM0NDQaVKBunz59YGhoiOPHj6NJk18+emlpKWbNmoW0tLQ/plUyCI6SkhLMmDED586dAyEETZo0QVlZGezt7eHr68tzDyVbW1tYWlrC3d2dei/r6Ohg0qRJKC8v5zvgmaH2fPz4Eerq6jVeLysrQ0REBLp27VqPqhgESdVdUjabDTU1NcjIyNCkqH5hnB0xhM1mY+jQodSq9/r16+jfvz/k5eUBAD9//kRgYGCDcnZkZWURFRXF1Z8nISEBnTt3Zqrs0kBqaiqioqJQXl4OCwsLvhuDJiQkwNraGp06dcK9e/cwcuRIxMfHIy8vD2FhYTAwMBCwcoaqSEhIICsri3J4jI2NERQUBG1tbQANcwHF0LhgjrHEkKpF3RwcHLgew89xgiijpKSEzMxMLmfn7du3HBlBDPWHgYGBQBwRExMTxMbG4vDhw5CQkEBBQQHs7OywcOFCtGrVSgBKGf5E1TXvf//9x9Vkl1kXiyfPnj1DXl4ehg4dSo35+/tjw4YNKCgowOjRo3HgwIEGf2TMODtiiI+PD90S6p2JEydi5syZ8PT0RM+ePcFisfDo0SM4Oztj8uTJdMtrVBBCEBAQgJCQEHz8+BHl5eUc1y9fvsyzzZYtW8LNzY1j7O3bt3BycmoU8QTiAFPzSDzZuHEjrK2tKWcnLi4OM2fOxIwZM2BsbIydO3dCQ0MDGzdupFeokGGcHQaxwNPTEywWC9OmTaNWnJKSkpg/fz62bdtGs7rGxdKlS3Hs2DH069cPLVq0ENqXYF5eHvz8/Bhnh4GhDkRHR8Pd3Z26f+7cOXTr1g3Hjx8HAGhpaWHDhg2Ms8PAQDdlZWV48uQJNmzYgK1btyI1NRWEEBgaGlabxcMgXE6dOoXLly9j2LBhdEthEBAsFgvfvn2DjIwMVbn6+/fv+Pr1KwBQ/zKIH58/f0aLFi2o+6GhobCxsaHud+nSBW/fvqVDWr3CODsMIo+EhASGDBmCxMRENG3alCluRjPKyspMN/IGBiEEbdu25bhvYWHBcZ85xhJPWrRogfT0dGhpaaG4uBiRkZEcR8bfvn2DpKQkjQrrB8bZYRALTE1NkZaWxlXIjqH+2bhxI9zc3ODt7Q1ZWVm65TAIAKYdS8PFxsYGa9aswfbt23H16lXIycmhT58+1PXY2NhGkfHIpJ4ziAW3b9/G6tWr4e7ujk6dOlFp9hUwnc7rj8LCQtjZ2SEsLAy6urpcq8LIyMha2flTB+38/HyEhoYy6c4MDHUgJyeHmq8KCgrw8/PDmDFjqOsDBgxA9+7d4eHhQaNK4cM4O/+vvTuPieL8/wD+nkVE5VQKHu0ioGJBPEBti6GALRTrURWJ1moRvGKx2kIr1FbFEw+iUVqPFspVU5F4Ra1BEBs0NYqAIoWtCogYC6KsmgqeMN8//LE/V87lGnd9vxJiZubZ2fdilA/PPAdphfp2PQe407kUajft9PX1rXeAclhYWLPuExAQ0Kx2r+PsQ6K2dv/+fRgZGdVZ9FOpVMLIyAidO3eWKFnHYLFDWiE9Pb3R69wotOMYGhri+PHjcHV1lToKEVGzcMwOaQUWM68OuVzOx4ZEpFXYs0Naoam9r9zc3DooCf3xxx/48ccfsWvXLlhbW0sdh4ioSSx2SCu8OGan1otjRThmp+N0794dVVVVePbsGbp161ZngLJSqZQoGbWVgoICFBYWws3NDV27duXUc9J6fIxFWuHu3btqx0+fPsWFCxewfPlynZ9F8KrZunWr1BGonVRUVGDatGk4efIkBEHA1atXYWtri7lz58LMzAybN2+WOiJRi7Bnh7TaqVOnEBQUhKysLKmjEJ5Pc7WwsJA6BrWQn58fysvLER0dDXt7e+Tk5MDW1hYpKSkICgpCXl6e1BGJWqTuswEiLWJhYYHLly9LHeO1Jooijh07Bh8fH7z11ltSx6FWSElJwcaNG+v8PQ4YMADXr1+XKBVR6/ExFmmFS5cuqR2LoojS0lJs2LABQ4cOlSjV662oqAgxMTGIj4/HgwcPMG7cOCQmJkodi1qhsrKy3v3m7ty5AwMDAwkSEbUNFjukFYYNGwZBEPDyU9f33nuPu2J3oEePHmHfvn2Ijo7G2bNn4eXlhdLSUly8eBGOjo5Sx6NWcnNzQ0JCgmqXbEEQUFNTg4iICIwePVridEQtx2KHtMK1a9fUjmUyGSwsLNClSxeJEr1+AgMDkZiYiIEDB2LmzJnYv38/zM3Noa+vX+9sOdI+ERER8PDwQGZmJp48eYKQkBDk5eVBqVTir7/+kjoeUYtxgDIRNUunTp0QGhqK7777DsbGxqrz+vr6yMnJgYODg4TpqK2UlZVh586dyMrKQk1NDZydnbFw4UL07t1b6mhELcZfx+iVNnbsWNy/f191vG7dOty7d091XFFRwR+yHSQhIQEZGRno3bs3pk2bhqNHj+LZs2dSx6I21qtXL6xatQpHjx7FsWPHsHbtWhY6pPXYs0OvND09PZSWlsLS0hLA893NL168CFtbWwDArVu30KdPHy4q2IGKi4sRGxuLuLg4VFVVQalUYu/evfD19ZU6GrXAy4P/GzNkyJB2TELUfljs0CtNJpOhrKxMVewYGxur1v4AWOxISRRFHD9+HDExMTh8+DDeeOMN+Pj4IDIyUupopAGZTFbv4P+XCYLAf2ektThAmYhaRBAEjBkzBmPGjIFSqURCQgJiY2OljkUaennwP5EuYs8OvdL09PRQVlamWpXX2NgYly5dgo2NDQD27BARUdPYs0OvNFEU4e/vr1rQ7NGjR1iwYAEMDQ0BAI8fP5YyHpHWO3z4cLPbfvLJJ+2YhKj9sGeHXmkBAQHNasfHJ0Qt8/IaSS+P33lxt3P2oJK2YrFDREQAgBMnTiA0NBTh4eFwcXGBIAg4c+YMli1bhvDwcHh5eUkdkahFWOwQEREAwNHREbt27YKrq6va+dOnT2P+/PlQKBQSJSNqHY7ZISKN3bt3DxkZGSgvL0dNTY3aNT8/P4lSUWsVFhbC1NS0znlTU1MUFxd3fCCiNsKeHSLSyJEjRzBjxgxUVlbC2NhYbUyHIAhQKpUSpqPWcHNzg76+Pnbv3q1aNbmsrAyff/45njx5gvT0dIkTErUMix0i0oidnR3Gjh2L8PBwdOvWTeo41IYKCgowefJkXL58GVZWVgCAkpIS2NnZ4dChQ+jfv7/ECYlahsUOEWnE0NAQubm5qlWsSbeIoojU1FT8888/EEURDg4O8PT0VOvBI9I2LHaISCM+Pj749NNPMXXqVKmjEBE1CwcoE5FGxo0bhyVLliA/Px+DBw+Gvr6+2nUuPKddNNnLbPHixe2YhKj9sGeHiDTy8iJ0L+JmkdqnduuVWrdv30ZVVRXMzMwAPJ95161bN1haWqKoqEiChESt1/D/WkRE9aipqWnwi4WO9rl27Zrqa926dRg2bBgUCgWUSiWUSiUUCgWcnZ2xZs0aqaMStRh7doiICADQr18/7Nu3D05OTmrns7Ky4Ovryx3SSWtxzA4RNSkyMhLz589Hly5dmhzjwXEd2qu0tBRPnz6tc766uhq3bt2SIBFR22DPDhE1ycbGBpmZmTA3N68zxuNFgiBwXIcWmzBhAkpKSvDrr79i+PDhEAQBmZmZmDdvHuRyuUY7pBO9SljsEBERgOeDk2fNmoXk5GTVLLtnz57B29sbcXFxsLS0lDghUcuw2CEijaxevRrffvttndWTHz58iIiICKxYsUKiZNRWrly5olpU0N7eHnZ2dlJHImoVFjtEpBE9PT2UlpbW+S2/oqIClpaWnJFFRK8cDlAmIo2Ioljv1gE5OTno0aOHBImoNYKDg7FmzRoYGhoiODi40bZbtmzpoFREbYvFDhE1S/fu3SEIAgRBgJ2dnVrBU11djQcPHmDBggUSJqSWuHDhgmoG1oULFxpsx72xSJvxMRYRNUt8fDxEUcTs2bOxdetWmJqaqq517twZ1tbWcHFxkTAhEVH9WOwQkUbS09MxatSoOntiERG9qljsEFGLPXz4sM4idCYmJhKloZaaPXt2s9rFxMS0cxKi9sFih4g0UlVVhZCQECQlJaGioqLOdc7G0j4ymQx9+/aFk5MTGvuRcPDgwQ5MRdR2OECZiDSyZMkS/Pnnn9ixYwf8/Pywfft23Lx5Ez///DM2bNggdTxqgQULFiAxMRFFRUWYPXs2Zs6cyZl1pFPYs0NEGrGyskJCQgI8PDxgYmKC7Oxs9O/fH7/99hv27NmDY8eOSR2RWuDx48c4cOAAYmJicObMGYwbNw5z5szBRx99xJlYpPVkUgcgIu2iVCpV+2OZmJhAqVQCAFxdXXHq1Ckpo1ErGBgYYPr06UhNTUV+fj4GDRqEwMBA9O3bFw8ePJA6HlGrsNghIo3Y2tqiuLgYAODg4ICkpCQAwJEjR2BmZiZdMGoztespiaKImpoaqeMQtRqLHSLSSEBAAHJycgAAS5cuxY4dO2BgYICgoCAsWbJE4nTUUo8fP8aePXvg5eWFgQMHIjc3Fz/99BNKSkpgZGQkdTyiVuGYHSJqlZKSEmRmZqJfv34YOnSo1HGoBQIDA5GYmAgrKysEBARg5syZMDc3lzoWUZthsUNEbeLGjRsICwvjWixaSCaTwcrKCk5OTo0ORj5w4EAHpiJqOyx2iKhN5OTkwNnZmevsaCF/f/9mzbiKjY3tgDREbY/r7BARvebi4uKkjkDUrjhAmYiIiHQaix0iIiLSaXyMRUTN4uPj0+j1e/fudUwQIiINsdghomYxNTVt8rqfn18HpSEiaj7OxiIiIiKdxjE7REREpNNY7BAREZFOY7FDREREOo3FDhEREek0FjtERESk01jsEFGTysrKsGjRItja2sLAwAByuRwTJkxAWlpah2cRBAGHDh1q1/t36dIF169fVzs/adIk+Pv7t9v7ElH7YbFDRI0qLi7G8OHDcfLkSWzatAm5ublITk7G6NGjsXDhQqnj1evp06eter0gCFixYkUbpSEiqbHYIaJGBQYGQhAEZGRkwNfXF3Z2dhg0aBCCg4Nx9uxZVbuSkhJMnDgRRkZGMDExwdSpU3Hr1i3VdX9/f0yaNEnt3l9//TU8PDxUxx4eHli8eDFCQkLQo0cP9OrVCytXrlRdt7a2BgBMnjwZgiCojleuXIlhw4YhJiZG1fsUHx8Pc3NzPH78WO09p0yZ0uTih4sWLcLu3buRm5vbYJvk5GS4urrCzMwM5ubmGD9+PAoLC1XXi4uLIQgCkpKS8P7776Nr164YOXIkrly5gvPnz2PEiBEwMjLCmDFjcPv2bbV7x8bGwt7eHl26dMHbb7+NHTt2NJqXiBrHYoeIGqRUKpGcnIyFCxfC0NCwznUzMzMAgCiKmDRpEpRKJdLT05GamorCwkJMmzZN4/eMj4+HoaEhzp07h02bNmH16tVITU0FAJw/fx7A82KgtLRUdQwABQUFSEpKwv79+3Hx4kVMnToV1dXVOHz4sKrNnTt3cPToUQQEBDSaYdSoURg/fjyWLl3aYJvKykoEBwfj/PnzSEtLg0wmw+TJk1FTU6PWLiwsDMuWLUN2djY6deqE6dOnIyQkBNu2bcPp06dRWFio1osUFRWFH374AevWrYNCoUB4eDiWL1+O+Pj45n8TiUidSETUgHPnzokAxAMHDjTaLiUlRdTT0xNLSkpU5/Ly8kQAYkZGhiiKojhr1ixx4sSJaq/76quvRHd3d9Wxu7u76OrqqtZm5MiRYmhoqOoYgHjw4EG1NmFhYaK+vr5YXl6udv6LL74QP/74Y9Xx1q1bRVtbW7GmpqbBz1J7/7y8PFFPT088deqUKIqiOHHiRHHWrFkNvq68vFwEIObm5oqiKIrXrl0TAYjR0dGqNnv27BEBiGlpaapz69evFwcOHKg6lsvl4u+//6527zVr1oguLi4NvjcRNY49O0TUIPH/dpMRBKHRdgqFAnK5HHK5XHXOwcEBZmZmUCgUGr3nkCFD1I579+6N8vLyJl/Xt29fWFhYqJ2bN28eUlJScPPmTQDPe4T8/f2b/DzA8/x+fn4IDQ2t93phYSE+++wz2NrawsTEBDY2NgCeP85r6PP07NkTADB48GC1c7Wf7/bt27hx4wbmzJkDIyMj1dfatWvVHpERkWa4ESgRNWjAgAEQBAEKhaLOeJsXiaJYbwHx4nmZTKYqnmrVN5BYX19f7VgQhDqPhupT32M2JycnDB06FAkJCfD29kZubi6OHDnS5L1qrVq1CnZ2dvXO/powYQLkcjmioqLQp08f1NTUwNHREU+ePGnw89R+L14+V/v5av+MiorCu+++q3YfPT29ZucmInXs2SGiBvXo0QPe3t7Yvn07Kisr61y/d+8egOe9ICUlJbhx44bqWn5+Pu7fvw97e3sAgIWFBUpLS9Vef/HiRY0z6evro7q6utnt586di9jYWMTExMDT01Ot96kpcrkcX375Jb7//nu196yoqIBCocCyZcvw4Ycfwt7eHnfv3tXoc9SnZ8+eePPNN1FUVIT+/furfdX2HBGR5ljsEFGjduzYgerqarzzzjvYv38/rl69CoVCgcjISLi4uAAAPD09MWTIEMyYMQPZ2dnIyMiAn58f3N3dMWLECADABx98gMzMTCQkJODq1asICwvD33//rXEea2trpKWloaysrFkFxowZM3Dz5k1ERUVh9uzZGr/f0qVL8e+//+LEiROqc927d4e5uTl++eUXFBQU4OTJkwgODtb43vVZuXIl1q9fj23btuHKlSvIzc1FbGwstmzZ0ib3J3odsdghokbZ2NggOzsbo0ePxjfffANHR0d4eXkhLS0NO3fuBPD/C/11794dbm5u8PT0hK2tLfbu3au6j7e3N5YvX46QkBCMHDkS//33X5NTwOuzefNmpKamQi6Xw8nJqcn2JiYmmDJlCoyMjBp9FNeQHj16IDQ0FI8ePVKdk8lkSExMRFZWFhwdHREUFISIiAiN712fuXPnIjo6GnFxcRg8eDDc3d0RFxfHnh2iVhDElx+iExHpGC8vL9jb2yMyMlLqKEQkARY7RKSzlEolUlJSMGPGDOTn52PgwIFSRyIiCXA2FhHpLGdnZ9y9excbN25koUP0GmPPDhEREek0DlAmIiIincZih4iIiHQaix0iIiLSaSx2iIiISKex2CEiIiKdxmKHiIiIdBqLHSIiItJpLHaIiIhIp7HYISIiIp32P4ZMsM7DwQ8lAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Another way to avoid overplotting would be to make a horizontal bar chart instead. We have done so using `seaborn` below."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "source": [
    "sns.countplot(data = wb_df, y = 'Country Name')\n",
    "plt.title('Number of Metrics for each Region')\n",
    "plt.xlabel('Region Name')\n",
    "plt.ylabel('Count');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Finally, if you would like to also sort these values from highest to lowest (similar to how the `.value_counts()` command sorted the `matplotlib` bar chart in descending order), you can use the `order` parameter."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "source": [
    "sns.countplot(data = wb_df, y = 'Country Name', order = wb_df['Country Name'].value_counts().index)\n",
    "plt.title('Number of Metrics for each Region')\n",
    "plt.xlabel('Region Name')\n",
    "plt.ylabel('Count');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Scatter Plots\n",
    "\n",
    "Scatter plots are used to visualize the relationship between two numerical variables. They help us infer the association between two variables. The association between two variables refers to how one variable changes with respect to the other.  We can describe the association between two variables based on two factors:\n",
    "\n",
    "1. *Magnitude:* Is the association strong or weak? If the points on the scatter plot all line up along a straight line (in any direction), it means that the association between the variables is strong. On the other hand, if the points are all spread out and scattered (no pun intended), it means that the association is weak.\n",
    "\n",
    "2. *Direction (or sign):* Is the association positive or negative? If one variable increases as the other variable increases, the association between the two variables is positive. If one decreases as the other increases, the association is negative. \n",
    "\n",
    "For example, let us say we're interested in plotting the percent of males vs females enrolled in primary school each year across the entire world, using data from 1970 to 2014. We have done this using `matplotlib` below. As you can see, while it's easy to extract columns as series, in order to plot row-wise data, we must extract individual rows and then turn them into `NumPy` arrays."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "source": [
    "males = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, male (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:,4:])[0]\n",
    "females = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, female (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:,4:])[0]\n",
    "plt.scatter(x = males, y = females);\n",
    "plt.title('Proportion enrolled in Primary School, using data from 1970 to 2014')\n",
    "plt.xlabel('Percent of Males')\n",
    "plt.ylabel('Percent of Females');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "We could've also made this plot with `seaborn`."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "source": [
    "males = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, male (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:,4:])[0]\n",
    "females = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, female (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:,4:])[0]\n",
    "sns.scatterplot(x = males, y = females);\n",
    "plt.title('Proportion enrolled in Primary School, using data from 1970 to 2014')\n",
    "plt.xlabel('Percent of Males')\n",
    "plt.ylabel('Percent of Females');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Finally, to add some context to our visualization, let us also plot a `y = x` line, to represent where the data should be if there was gender quality in primary school enrollment. Notice how we have also added a legend here."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "source": [
    "males = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, male (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:,4:])[0]\n",
    "females = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, female (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:,4:])[0]\n",
    "sns.scatterplot(x = males, y = females, label = 'Global Data from 1970 to 2014');\n",
    "plt.title('Proportion enrolled in Primary School, using data from 1970 to 2014')\n",
    "plt.xlabel('Percent of Males')\n",
    "plt.ylabel('Percent of Females');\n",
    "min_val = min(np.min(males), np.min(females))\n",
    "max_val = max(np.max(males), np.max(females))\n",
    "plt.plot([min_val, max_val], [min_val, max_val], color = 'red', label = 'y = x line');\n",
    "plt.legend();"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Based on the scatter plots above, it appears that there is a positive association between the percent of males and the percent of females enrolled in primary school. As the association roughly follows a straight-ish line, we can say that the association appears to be strong.\n",
    "\n",
    "As a bonus, we can use the more advanced [Plotly](https://plotly.com/) library to make Python plots where you can hover over data points to get more information on the general trend. This has been done below as an example, and you are always encouraged to read [Plotly's documentation](https://plotly.com/python/) for more information."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "source": [
    "males = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, male (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:, 4:])[0]\n",
    "females = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, female (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:, 4:])[0]\n",
    "\n",
    "# Create a Figure\n",
    "fig = go.Figure()\n",
    "\n",
    "# Add a trace for with the scatter plot data points\n",
    "fig.add_trace(go.Scatter(\n",
    "    x=males,\n",
    "    y=females,\n",
    "    mode='markers',\n",
    "    marker=dict(color='blue'),\n",
    "    text=[str(year) for year in wb_df.iloc[:, 4:].columns], # hover text includes years\n",
    "    hoverinfo='text',\n",
    "    name = 'Global Data from 1970 to 2014'\n",
    "))\n",
    "\n",
    "# Add y = x line\n",
    "fig.add_trace(go.Scatter(\n",
    "    x=[min_val, max_val],\n",
    "    y=[min_val, max_val],\n",
    "    mode='lines',\n",
    "    line=dict(color='red', dash='dash'),\n",
    "    name='y = x Line'\n",
    "))\n",
    "\n",
    "# Set title/axis labels\n",
    "fig.update_layout(\n",
    "    title='Proportion enrolled in Primary School, using data from 1970 to 2014',\n",
    "    xaxis=dict(title='Percent of Males'),\n",
    "    yaxis=dict(title='Percent of Females'),\n",
    "    legend=dict(x=0.05, y=0.9)\n",
    ")\n",
    "\n",
    "fig # Show the plot\n"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        define('plotly', function(require, exports, module) {\n",
       "            /**\n",
       "* plotly.js v2.12.1\n",
       "* Copyright 2012-2022, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
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       "/*!\n",
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       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
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t[0]=s*(h*v-p*g)-f*(l*v-c*g)+m*(l*p-c*h),t[1]=-(n*(h*v-p*g)-f*(i*v-a*g)+m*(i*p-a*h)),t[2]=n*(l*v-c*g)-s*(i*v-a*g)+m*(i*c-a*l),t[3]=-(n*(l*p-c*h)-s*(i*p-a*h)+f*(i*c-a*l)),t[4]=-(o*(h*v-p*g)-u*(l*v-c*g)+d*(l*p-c*h)),t[5]=r*(h*v-p*g)-u*(i*v-a*g)+d*(i*p-a*h),t[6]=-(r*(l*v-c*g)-o*(i*v-a*g)+d*(i*c-a*l)),t[7]=r*(l*p-c*h)-o*(i*p-a*h)+u*(i*c-a*l),t[8]=o*(f*v-p*m)-u*(s*v-c*m)+d*(s*p-c*f),t[9]=-(r*(f*v-p*m)-u*(n*v-a*m)+d*(n*p-a*f)),t[10]=r*(s*v-c*m)-o*(n*v-a*m)+d*(n*c-a*s),t[11]=-(r*(s*p-c*f)-o*(n*p-a*f)+u*(n*c-a*s)),t[12]=-(o*(f*g-h*m)-u*(s*g-l*m)+d*(s*h-l*f)),t[13]=r*(f*g-h*m)-u*(n*g-i*m)+d*(n*h-i*f),t[14]=-(r*(s*g-l*m)-o*(n*g-i*m)+d*(n*l-i*s)),t[15]=r*(s*h-l*f)-o*(n*h-i*f)+u*(n*l-i*s),t}},{}],196:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return 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t[0]=1-(p+m),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+m),t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],203:[function(t,e,r){e.exports=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}},{}],204:[function(t,e,r){e.exports=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}},{}],205:[function(t,e,r){e.exports=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}},{}],206:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return 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n(t);f=m-_,h=g-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*m+o*g+s*v),t[13]=-(l*m+c*g+u*v),t[14]=-(f*m+h*g+p*v),t[15]=1,t}},{\"./identity\":209}],213:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],m=e[12],g=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*m,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*m,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*m,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*m,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],214:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],215:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],216:[function(t,e,r){e.exports=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),c=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*c*.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}},{}],217:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],m=e[8],g=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+m*_,t[1]=l*x+h*b+g*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+m*k,t[5]=l*w+h*T+g*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+m*S,t[9]=l*A+h*M+g*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],218:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],219:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],220:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],221:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=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]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],222:[function(t,e,r){e.exports=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]+\")\"}},{}],223:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,m=r[0],g=r[1],v=r[2];e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*m+s*g+f*v+e[12],t[13]=i*m+l*g+h*v+e[13],t[14]=a*m+c*g+p*v+e[14],t[15]=o*m+u*g+d*v+e[15]);return t}},{}],224:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],225:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),i=t(\"pick-by-alias\"),a=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),f=t(\"parse-rect\"),h=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),m=t(\"detect-kerning\"),g=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);g(t.kerning,m(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,O=0;I<this.counts.length;I++){for(var z=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(O),N=this.text.charAt(O-1);if(C[O]=R.ids[B],P[2*O]=D.width[B],F){var j=P[2*O-2],U=P[2*O],V=P[2*O-1]+.5*j+.5*U;if(this.kerning){var H=D.kerning[N+B];H&&(V+=.001*H)}P[2*O+1]=V}else P[2*O+1]=.5*P[2*O];O++}this.textWidth.push(P.length?.5*P[2*O-2]+P[2*O-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+=\"number\"==typeof t?t-n.baseline:-n[t],i*=-1}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var q;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;q=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)q.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;q=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)q.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=q}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var 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this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new 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r=e.parse(t[1],1,Bt);if(!r)return null;var n=[],i=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(i=e.expectedType);for(var a=1;a<t.length;a+=2){var o=1===a?-1/0:t[a],s=t[a+1],l=a,c=a+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,i);if(!u)return null;i=i||u.type,n.push([o,u])}return new He(i,r,n)},He.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var i=e.length;return n>=e[i-1]?r[i-1].evaluate(t):r[Ve(e,n)].evaluate(t)},He.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},He.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},He.prototype.serialize=function(){for(var t=[\"step\",this.input.serialize()],e=0;e<this.labels.length;e++)e>0&&t.push(this.labels[e]),t.push(this.outputs[e].serialize());return t};var Ge=Object.freeze({__proto__:null,number:qe,color:function(t,e,r){return new te(qe(t.r,e.r,r),qe(t.g,e.g,r),qe(t.b,e.b,r),qe(t.a,e.a,r))},array:function(t,e,r){return t.map((function(t,n){return qe(t,e[n],r)}))}}),Ye=6/29,We=3*Ye*Ye,Xe=Math.PI/180,Ze=180/Math.PI;function Je(t){return t>.008856451679035631?Math.pow(t,1/3):t/We+4/29}function Ke(t){return t>Ye?t*t*t:We*(t-4/29)}function Qe(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function $e(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function tr(t){var e=$e(t.r),r=$e(t.g),n=$e(t.b),i=Je((.4124564*e+.3575761*r+.1804375*n)/.95047),a=Je((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*a-16,a:500*(i-a),b:200*(a-Je((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function er(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*Ke(e),r=.95047*Ke(r),n=1.08883*Ke(n),new te(Qe(3.2404542*r-1.5371385*e-.4985314*n),Qe(-.969266*r+1.8760108*e+.041556*n),Qe(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function rr(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var nr={forward:tr,reverse:er,interpolate:function(t,e,r){return{l:qe(t.l,e.l,r),a:qe(t.a,e.a,r),b:qe(t.b,e.b,r),alpha:qe(t.alpha,e.alpha,r)}}},ir={forward:function(t){var e=tr(t),r=e.l,n=e.a,i=e.b,a=Math.atan2(i,n)*Ze;return{h:a<0?a+360:a,c:Math.sqrt(n*n+i*i),l:r,alpha:t.a}},reverse:function(t){var e=t.h*Xe,r=t.c;return er({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:rr(t.h,e.h,r),c:qe(t.c,e.c,r),l:qe(t.l,e.l,r),alpha:qe(t.alpha,e.alpha,r)}}},ar=Object.freeze({__proto__:null,lab:nr,hcl:ir}),or=function(t,e,r,n,i){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var a=0,o=i;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1];this.labels.push(l),this.outputs.push(c)}};function sr(t,e,r,n){var i=n-r,a=t-r;return 0===i?0:1===e?a/i:(Math.pow(e,a)-1)/(Math.pow(e,i)-1)}or.interpolationFactor=function(t,e,n,i){var a=0;if(\"exponential\"===t.name)a=sr(e,t.base,n,i);else if(\"linear\"===t.name)a=sr(e,1,n,i);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;a=new r(o[0],o[1],o[2],o[3]).solve(sr(e,1,n,i))}return a},or.parse=function(t,e){var r=t[0],n=t[1],i=t[2],a=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(i=e.parse(i,2,Bt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Ut:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<a.length;u+=2){var f=a[u],h=a[u+1],p=u+3,d=u+4;if(\"number\"!=typeof f)return e.error('Input/output pairs for 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a=Ve(e,n),o=e[a],s=e[a+1],l=or.interpolationFactor(this.interpolation,n,o,s),c=r[a].evaluate(t),u=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Ge[this.type.kind.toLowerCase()](c,u,l):\"interpolate-hcl\"===this.operator?ir.reverse(ir.interpolate(ir.forward(c),ir.forward(u),l)):nr.reverse(nr.interpolate(nr.forward(c),nr.forward(u),l))},or.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},or.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},or.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var lr=function(t,e){this.type=t,this.args=e};lr.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var c=n&&i.some((function(t){return Jt(n,t.type)}));return new lr(c?Ht:r,i)},lr.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length;i+=1){if(n++,(r=a[i].evaluate(t))&&r instanceof ie&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null!==r)break}return r},lr.prototype.eachChild=function(t){this.args.forEach(t)},lr.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},lr.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var cr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};cr.prototype.evaluate=function(t){return this.result.evaluate(t)},cr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1){t(r[e][1])}t(this.result)},cr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new cr(r,o):null},cr.prototype.outputDefined=function(){return this.result.outputDefined()},cr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return t.push(this.result.serialize()),t};var ur=function(t,e,r){this.type=t,this.index=e,this.input=r};ur.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Bt),n=e.parse(t[2],2,Wt(e.expectedType||Ht));if(!r||!n)return null;var i=n.type;return new ur(i.itemType,r,n)},ur.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new ue(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new ue(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new ue(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},ur.prototype.eachChild=function(t){t(this.index),t(this.input)},ur.prototype.outputDefined=function(){return!1},ur.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var fr=function(t,e){this.type=jt,this.needle=t,this.haystack=e};fr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Ht),n=e.parse(t[2],2,Ht);return r&&n?Kt(r.type,[jt,Nt,Bt,Ft,Ht])?new fr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\"):null},fr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");return r.indexOf(e)>=0},fr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},fr.prototype.outputDefined=function(){return!0},fr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var hr=function(t,e,r){this.type=Bt,this.needle=t,this.haystack=e,this.fromIndex=r};hr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Ht),n=e.parse(t[2],2,Ht);if(!r||!n)return null;if(!Kt(r.type,[jt,Nt,Bt,Ft,Ht]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Bt);return i?new hr(r,n,i):null}return new hr(r,n)},hr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},hr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},hr.prototype.outputDefined=function(){return!1},hr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var pr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};pr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of 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m?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new pr(r,n,d,i,a,m):null},pr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(se(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},pr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},pr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},pr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},i=0,a=Object.keys(this.cases).sort();i<a.length;i+=1){var o=a[i];void 0===(f=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[f][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],f=u[0],h=u[1];1===h.length?e.push(s(h[0])):e.push(h.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var dr=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};dr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=0)return e.error(\"Expected an odd number of arguments.\");var r;e.expectedType&&\"value\"!==e.expectedType.kind&&(r=e.expectedType);for(var n=[],i=1;i<t.length-1;i+=2){var a=e.parse(t[i],i,jt);if(!a)return null;var o=e.parse(t[i+1],i+1,r);if(!o)return null;n.push([a,o]),r=r||o.type}var s=e.parse(t[t.length-1],t.length-1,r);return s?new dr(r,n,s):null},dr.prototype.evaluate=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];if(i.evaluate(t))return a.evaluate(t)}return this.otherwise.evaluate(t)},dr.prototype.eachChild=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t(i),t(a)}t(this.otherwise)},dr.prototype.outputDefined=function(){return this.branches.every((function(t){t[0];return 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or?a.interpolation:void 0;return Ir(new Zr(n?\"camera\":\"composite\",t.value,a.labels,o))}Zr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},Zr.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},Zr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?or.interpolationFactor(this.interpolationType,t,e,r):0};var Kr=function(t,e){this._parameters=t,this._specification=e,It(this,function t(e,r){var n,i,a,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||void 0!==e.property,c=s||!l,u=e.type||(Rr(r)?\"exponential\":\"interval\");if(o&&((e=It({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],te.parse(t[1])]}))),e.default?e.default=te.parse(e.default):e.default=te.parse(r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!ar[e.colorSpace])throw new Error(\"Unknown color space: 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n&&r<n.minimum?[new Ct(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new Ct(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function en(t){var e,r,n,i=t.valueSpec,a=Ot(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,c=\"array\"===Fr(t.value.stops)&&\"array\"===Fr(t.value.stops[0])&&\"object\"===Fr(t.value.stops[0][0]),u=Qr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new Ct(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;e=e.concat($r({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),\"array\"===Fr(r)&&0===r.length&&e.push(new Ct(t.key,r,\"array must have at least one stop\"));return e},default:function(t){return kn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&u.push(new Ct(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||u.push(new Ct(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!Rr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!zr(t.valueSpec)?u.push(new Ct(t.key,t.value,\"property functions not supported\")):s&&!Dr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!c||void 0!==t.value.property||u.push(new Ct(t.key,t.value,'\"property\" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if(\"array\"!==Fr(a))return[new Ct(s,a,\"array expected, \"+Fr(a)+\" found\")];if(2!==a.length)return[new Ct(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(c){if(\"object\"!==Fr(a[0]))return[new Ct(s,a,\"object expected, \"+Fr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new Ct(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new Ct(s,a,\"object stop key must have value\")];if(n&&n>Ot(a[0].zoom))return[new Ct(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Ot(a[0].zoom)!==n&&(n=Ot(a[0].zoom),r=void 0,o={}),e=e.concat(Qr({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:tn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Yr(zt(a[1]))?e.concat([new Ct(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(kn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Fr(t.value),l=Ot(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Ct(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Ct(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return zr(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Ct(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new Ct(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new Ct(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Ct(t.key,c,\"integer expected, found \"+l)]}}function rn(t){var e=(\"property\"===t.expressionContext?Jr:Wr)(zt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new Ct(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new Ct(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Ne(r,[\"zoom\",\"feature-state\"]))return[new Ct(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Fe(r))return[new Ct(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function nn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ot(r))&&i.push(new Ct(e,r,\"expected one of [\"+n.values.join(\", \")+\"], 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on={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function sn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};an(t)||(t=cn(t));var e=Wr(t,on);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function ln(t,e){return t<e?-1:t>e?1:0}function cn(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?un(t[1],t[2],\"==\"):\"!=\"===r?pn(un(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?un(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(cn))):\"all\"===r?[\"all\"].concat(t.slice(1).map(cn)):\"none\"===r?[\"all\"].concat(t.slice(1).map(cn).map(pn)):\"in\"===r?fn(t[1],t.slice(2)):\"!in\"===r?pn(fn(t[1],t.slice(2))):\"has\"===r?hn(t[1]):\"!has\"===r?pn(hn(t[1])):\"within\"!==r||t}function un(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function fn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(ln)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function hn(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function pn(t){return[\"!\",t]}function dn(t){return an(zt(t.value))?rn(It({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==Fr(r))return[new Ct(n,r,\"array expected, \"+Fr(r)+\" found\")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new Ct(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat(nn({key:n+\"[0]\",value:r[0],valueSpec:a.filter_operator,style:e.style,styleSpec:e.styleSpec})),Ot(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Ot(r[1])&&o.push(new Ct(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new Ct(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(i=Fr(r[1]))&&o.push(new Ct(n+\"[1]\",r[1],\"string expected, \"+i+\" 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return kn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Ct(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Fr(a)&&zr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Ct(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new Ct(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Br(zt(a))&&\"identity\"===Ot(a.type)&&f.push(new Ct(r,a,'\"text-font\" does not support identity 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null!=hi.applyArabicShaping&&null!=hi.processBidirectionalText&&null!=hi.processStyledBidirectionalText},getPluginURL:function(){return oi}},pi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new Gn,this.transition={})};pi.prototype.isSupportedScript=function(t){return function(t,e){for(var r=0,n=t;r<n.length;r+=1){if(!Qn(n[r].charCodeAt(0),e))return!1}return!0}(t,hi.isLoaded())},pi.prototype.crossFadingFactor=function(){return 0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},pi.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var di=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Br(t))return new Kr(t,e);if(Yr(t)){var r=Jr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=te.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};di.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},di.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var mi=function(t){this.property=t,this.value=new di(t,void 0)};mi.prototype.transitioned=function(t,e){return new vi(this.property,this.value,e,u({},t.transition,this.transition),t.now)},mi.prototype.untransitioned=function(){return new vi(this.property,this.value,null,{},0)};var gi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};gi.prototype.getValue=function(t){return x(this._values[t].value.value)},gi.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new mi(this._values[t].property)),this._values[t].value=new di(this._values[t].property,null===e?void 0:x(e))},gi.prototype.getTransition=function(t){return x(this._values[t].transition)},gi.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new mi(this._values[t].property)),this._values[t].transition=x(e)||void 0},gi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},gi.prototype.transitioned=function(t,e){for(var r=new yi(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},gi.prototype.untransitioned=function(){for(var t=new yi(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var vi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};vi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var yi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};yi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},yi.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var xi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};xi.prototype.getValue=function(t){return x(this._values[t].value)},xi.prototype.setValue=function(t,e){this._values[t]=new di(this._values[t].property,null===e?void 0:x(e))},xi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},xi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var _i=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};_i.prototype.get=function(t){return this._values[t]};var wi=function(t){this.specification=t};wi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},wi.prototype.interpolate=function(t,e,r){var n=Ge[this.specification.type];return n?n(t,e,r):t};var Ti=function(t,e){this.specification=t,this.overrides=e};Ti.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new bi(this,t.expression,e)},Ti.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ge[this.specification.type];return n?new bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ti.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new bi(this,{kind:\"constant\",value:s},e)}return new bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ti),Ai=function(t){this.specification=t};Ai.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new pi(Math.floor(e.zoom),e)),t.expression.evaluate(new pi(Math.floor(e.zoom+1),e)),e)}},Ai.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Ai.prototype.interpolate=function(t){return t};var Mi=function(t){this.specification=t};Mi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Mi.prototype.interpolate=function(){return!1};var Si=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new mi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Nn(\"DataDrivenProperty\",Ti),Nn(\"DataConstantProperty\",wi),Nn(\"CrossFadedDataDrivenProperty\",ki),Nn(\"CrossFadedProperty\",Ai),Nn(\"ColorRampProperty\",Mi);var Ei=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(e=e,this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new xi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new gi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new _i(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(In,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return g(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Pn,n,t,e,r))return!1}if(g(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||(!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility)},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&On(this,t.call(Ln,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Lt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof bi&&zr(e.property.specification)&&((\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent))return!0}return!1},e}(Et),Li={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ci=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Pi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ii(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Li[i].BYTES_PER_ELEMENT),o=r=Oi(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:Oi(r,Math.max(n,e)),alignment:e}}function Oi(t,e){return Math.ceil(t/e)*e}Pi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Pi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Pi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Pi.prototype.clear=function(){this.length=0},Pi.prototype.resize=function(t){this.reserve(t),this.length=t},Pi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Pi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Pi);zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2i4\",zi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Pi);Di.prototype.bytesPerElement=8,Nn(\"StructArrayLayout4i8\",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Ri.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i4i12\",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Pi);Fi.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2i4ub8\",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(Pi);Bi.prototype.bytesPerElement=18,Nn(\"StructArrayLayout8ui2ub18\",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Pi);Ni.prototype.bytesPerElement=24,Nn(\"StructArrayLayout4i4ui4i24\",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Pi);ji.prototype.bytesPerElement=12,Nn(\"StructArrayLayout3f12\",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Pi);Ui.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1ul4\",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Pi);Vi.prototype.bytesPerElement=20,Nn(\"StructArrayLayout6i1ul2ui20\",Vi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Hi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i2i2i12\",Hi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Pi);qi.prototype.bytesPerElement=16,Nn(\"StructArrayLayout2f1f2i16\",qi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Pi);Gi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2ub2f12\",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(Pi);Yi.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3ui6\",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=m,this.uint32[x+10]=g,this.int16[y+22]=v,t},e}(Pi);Wi.prototype.bytesPerElement=48,Nn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Wi);var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=c,this.uint16[L+9]=u,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=m,this.uint16[L+15]=g,this.uint16[L+16]=v,this.uint16[L+17]=y,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Pi);Xi.prototype.bytesPerElement=68,Nn(\"StructArrayLayout8i15ui1ul4f68\",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Pi);Zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1f4\",Zi);var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(Pi);Ji.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3i6\",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(Pi);Ki.prototype.bytesPerElement=8,Nn(\"StructArrayLayout1ul2ui8\",Ki);var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Pi);Qi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2ui4\",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint16[r+0]=e,t},e}(Pi);$i.prototype.bytesPerElement=2,Nn(\"StructArrayLayout1ui2\",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Pi);ta.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2f8\",ta);var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Pi);ea.prototype.bytesPerElement=16,Nn(\"StructArrayLayout4f16\",ea);var ra=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Ci);ra.prototype.size=20;var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ra(this,t)},e}(Vi);Nn(\"CollisionBoxArray\",na);var ia=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Ci);ia.prototype.size=48;var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ia(this,t)},e}(Wi);Nn(\"PlacedSymbolArray\",aa);var oa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=ks(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}r&&i.push(r);return i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var h={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var As=Ms;function Ms(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ss,this,e),this.length=this._features.length}function Ss(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){var e=null,r=t.readVarint()+t.pos;for(;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Es(t,e,r){if(3===t){var n=new As(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ms.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new _s(this._pbf,e,this.extent,this._keys,this._values)};var Ls={VectorTile:function(t,e){this.layers=t.readFields(Es,{},e)},VectorTileFeature:_s,VectorTileLayer:As},Cs=Ls.VectorTileFeature.types,Ps=Math.pow(2,13);function Is(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Ps)+o,i*Ps*2,a*Ps*2,Math.round(s))}var Os=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ri,this.indexArray=new Yi,this.programConfigurations=new Ua(bs,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function zs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}function Ds(t){return t.every((function(t){return t.x<0}))||t.every((function(t){return t.x>8192}))||t.every((function(t){return t.y<0}))||t.every((function(t){return t.y>8192}))}Os.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ds(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Ya(o):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Ya(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(ms(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},Os.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},Os.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Os.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Os.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Os.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Os.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Os.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=hs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1){l+=u[c].length}for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!Ds(d))for(var m=0,g=0;g<d.length;g++){var v=d[g];if(g>=1){var y=d[g-1];if(!zs(v,y)){f.vertexLength+4>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);m+b>32768&&(m=0),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,m),m+=b,Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,m);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Cs[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Is(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=Do(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Nn(\"FillExtrusionBucket\",Os,{omit:[\"layers\",\"features\"]});var Rs={paint:new Si({\"fill-extrusion-opacity\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ki(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Os(t)},e.prototype.queryRadius=function(){return so(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=lo(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];xo(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l,0,0),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,m=0,g=t;m<g.length;m+=1){for(var v=g[m],y=[],x=[],b=0,_=v;b<_.length;b+=1){var w=_[b],T=w.x,k=w.y,A=n[0]*T+n[4]*k+n[12],M=n[1]*T+n[5]*k+n[13],S=n[2]*T+n[6]*k+n[14],E=n[3]*T+n[7]*k+n[15],L=S+c,C=E+u,P=A+f,I=M+h,O=S+p,z=E+d,D=new i((A+s)/C,(M+l)/C);D.z=L/C,y.push(D);var R=new i(P/z,I/z);R.z=O/z,x.push(R)}a.push(y),o.push(x)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;Ka(r,e)&&(n=Ns(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],f=o[s+1],h=[l,c,f,u,l];Za(r,h)&&(n=Math.min(n,Ns(r,h)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ei);function Bs(t,e){return t.x*e.x+t.y*e.y}function Ns(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Bs(s,s),f=Bs(s,l),h=Bs(l,l),p=Bs(c,s),d=Bs(c,l),m=u*h-f*f,g=(h*p-f*d)/m,v=(u*d-f*p)/m,y=1-g-v,x=i.z*y+r.z*g+a.z*v;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var js=Ii([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,Us=Ls.VectorTileFeature.types,Vs=Math.cos(Math.PI/180*37.5),Hs=Math.pow(2,14)/.5,qs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Fi,this.indexArray=new Yi,this.programConfigurations=new Ua(js,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};qs.prototype.populate=function(t,e,r){this.hasPattern=ds(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Ya(l):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),p,r)){h||(p.geometry=Ya(l));var d=n?n.evaluate(p,{},r):void 0,m={id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d};i.push(m)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,v=i;g<v.length;g+=1){var y=v[g],x=y,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=ms(\"line\",this.layers,y,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(y,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},qs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},qs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},qs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},qs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},qs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,js),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},qs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},qs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\"),u=0,f=e;u<f.length;u+=1){var h=f[u];this.addLine(h,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},qs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===Us[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,m=void 0,g=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],g=t[c].sub(u)._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){g&&(m=g),u&&(p=u),u=t[v],g=d?d.sub(u)._unit()._perp():m;var y=(m=m||g).add(g);0===y.x&&0===y.y||y._unit();var x=m.x*g.x+m.y*g.y,b=y.x*g.x+y.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Vs&&p&&d,k=m.x*g.y-m.y*g.x>0;if(T&&v>c){var A=u.dist(p);if(A>2*f){var M=u.sub(u.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,m,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if(\"flipbevel\"===E){if(_>100)y=g.mult(-1);else{var L=_*m.add(g).mag()/m.sub(g).mag();y._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,I=k?0:C;if(p&&this.addCurrentVertex(u,m,P,I,h),\"fakeround\"===E)for(var O=Math.round(180*w/Math.PI/20),z=1;z<O;z++){var D=z/O;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(m)._mult(D)._add(m)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,g,-P,-I,h)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,m,0,0,h),this.addCurrentVertex(u,m,1,1,h,!0)),d&&(this.addCurrentVertex(u,g,-1,-1,h,!0),this.addCurrentVertex(u,g,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,g,0,0,h),u=j}}}}},qs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>Hs/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},qs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),i?this.e2=u:this.e1=u},qs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Hs-1):this.distance},qs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Nn(\"LineBucket\",qs,{omit:[\"layers\",\"patternFeatures\"]});var Gs=new Si({\"line-cap\":new 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e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ti))(Ys.paint.properties[\"line-width\"].specification);Ws.useIntegerZoom=!0;var Xs=function(t){function e(e){t.call(this,e,Ys)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var 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o=t[a],s=[],l=0;l<o.length;l++){var c=o[l-1],u=o[l],f=o[l+1],h=0===l?n:u.sub(c)._unit()._perp(),p=l===o.length-1?n:f.sub(u)._unit()._perp(),d=h._add(p)._unit(),m=d.x*p.x+d.y*p.y;d._mult(1/m),s.push(d._mult(e)._add(u))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(io(t,i[a]))return!0;if(Qa(t,i,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(Ei);function Zs(t,e){return e>0?e+2*t:t}var 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nl=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,f=r?i-1:0,h=r?-1:1,p=t[e+f];for(f+=h,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+f],f+=h,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+f],f+=h,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},il=function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,f=u>>1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,m=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+f>=1?h/l:h*Math.pow(2,1-f))*l>=2&&(o++,l/=2),o+f>=u?(s=0,o=u):o+f>=1?(s=(e*l-1)*Math.pow(2,i),o+=f):(s=e*Math.pow(2,f-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*m},al=ol;function ol(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new 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e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readSFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===ol.Varint)for(;this.buf[this.pos++]>127;);else if(e===ol.Bytes)this.pos=this.readVarint()+this.pos;else if(e===ol.Fixed32)this.pos+=4;else{if(e!==ol.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return 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r=(7&t)<<4;if(e.buf[e.pos++]|=r|((t>>>=3)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;e.buf[e.pos++]=127&t}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&ul(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),il(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),il(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&ul(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,ol.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,fl,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,hl,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,ml,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,pl,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,dl,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,gl,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,vl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,yl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,xl,e)},writeBytesField:function(t,e){this.writeTag(t,ol.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,ol.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,ol.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};function Tl(t,e,r){1===t&&r.readMessage(kl,e)}function kl(t,e,r){if(3===t){var n=r.readMessage(Al,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:i,bitmap:new So({width:o+6,height:s+6},a),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function Al(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}function Ml(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var f=u[c],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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Eo({width:o||1,height:s||1});for(var c in t){var u=t[c],f=r[c].paddedRect;Eo.copy(u.data,l,{x:0,y:0},{x:f.x+1,y:f.y+1},u.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,m=d.x+1,g=d.y+1,v=p.data.width,y=p.data.height;Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g},p.data),Eo.copy(p.data,l,{x:0,y:y-1},{x:m,y:g-1},{width:v,height:1}),Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g+y},{width:v,height:1}),Eo.copy(p.data,l,{x:v-1,y:0},{x:m-1,y:g},{width:1,height:y}),Eo.copy(p.data,l,{x:0,y:0},{x:m+v,y:g},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Ll.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new Sl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Ll.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},Ll.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},Nn(\"ImagePosition\",Sl),Nn(\"ImageAtlas\",Ll);var Cl={horizontal:1,vertical:2,horizontalOnly:3};var Pl=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};Pl.forText=function(t,e){var r=new Pl;return r.scale=t||1,r.fontStack=e,r},Pl.forImage=function(t){var e=new Pl;return e.imageName=t,e};var Il=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function Ol(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m){var g,v=Il.fromFeature(t,i);f===Cl.vertical&&v.verticalizePunctuation();var y=hi.processBidirectionalText,x=hi.processStyledBidirectionalText;if(y&&1===v.sections.length){g=[];for(var b=0,_=y(v.toString(),jl(v,c,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new Il;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(v.text,v.sectionIndex,jl(v,c,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new Il;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(v,jl(v,c,a,e,n,p,d));var L=[],C={positionedLines:L,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=0,p=-17,d=0,m=0,g=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=i;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,I=null,O=null,z=24,D=!(l===Cl.horizontal||!u&&!Zn(L)||u&&(zl[L]||(Y=L,Yn.Arabic(Y)||Yn[\"Arabic Supplement\"](Y)||Yn[\"Arabic Extended-A\"](Y)||Yn[\"Arabic Presentation Forms-A\"](Y)||Yn[\"Arabic Presentation Forms-B\"](Y))));if(S.imageName){var R=n[S.imageName];if(!R)continue;O=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/f,P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]};var B=24-F[1]*S.scale;C=w+B,z=P.advance;var N=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;N>0&&N>A&&(A=N)}else{var j=r[S.fontStack],U=j&&j[L];if(U&&U.rect)I=U.rect,P=U.metrics;else{var V=e[S.fontStack],H=V&&V[L];if(!H)continue;P=H.metrics}C=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=z*S.scale+c):(k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=P.advance*S.scale+c)}if(0!==k.length){var q=h-c;d=Math.max(q,d),Vl(k,0,k.length-1,g,A)}h=0;var G=a*_+A;T.lineOffset=Math.max(A,w),p+=G,m=Math.max(G,m),++v}else p+=a,++v}var Y;var W=p- -17,X=Ul(o),Z=X.horizontalAlign,J=X.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c=(e-r)*i,u=0;u=a!==o?-s*n- -17:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=h[f],d=0,m=p.positionedGlyphs;d<m.length;d+=1){var g=m[d];g.x+=c,g.y+=u}})(t.positionedLines,g,Z,J,d,m,a,W,i.length),t.top+=-J*W,t.bottom=t.top+W,t.left+=-Z*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,c,h,m),!function(t){for(var e=0,r=t;e<r.length;e+=1){if(0!==r[e].positionedGlyphs.length)return!1}return!0}(L)&&C}Il.fromFeature=function(t,e){for(var r=new Il,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},Il.prototype.length=function(){return this.text.length},Il.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},Il.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},Il.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},Il.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;(!n||!Jn(n)||rl[t[r+1]])&&(!i||!Jn(i)||rl[t[r-1]])&&rl[t[r]]?e+=rl[t[r]]:e+=t[r]}return e}(this.text)},Il.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&zl[this.text.charCodeAt(e)];e++)t++;for(var 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e=this.data,r=this.compare,n=this.length>>1,i=e[t];t<n;){var a=1+(t<<1),o=e[a],s=a+1;if(s<this.length&&r(e[s],o)<0&&(a=s,o=e[s]),r(o,i)>=0)break;e[t]=o,t=a}e[t]=i};var pc=Number.POSITIVE_INFINITY;function dc(t,e){return e[1]!==pc?function(t,e,r){var n=0,i=0;switch(e=Math.abs(e),r=Math.abs(r),t){case\"top-right\":case\"top-left\":case\"top\":i=r-7;break;case\"bottom-right\":case\"bottom-left\":case\"bottom\":i=7-r}switch(t){case\"top-right\":case\"bottom-right\":case\"right\":n=-e;break;case\"top-left\":case\"bottom-left\":case\"left\":n=e}return[n,i]}(t,e[0],e[1]):function(t,e){var r=0,n=0;e<0&&(e=0);var i=e/Math.sqrt(2);switch(t){case\"top-right\":case\"top-left\":n=i-7;break;case\"bottom-right\":case\"bottom-left\":n=7-i;break;case\"bottom\":n=7-e;break;case\"top\":n=e-7}switch(t){case\"top-right\":case\"bottom-right\":r=-i;break;case\"top-left\":case\"bottom-left\":r=i;break;case\"left\":r=e;break;case\"right\":r=-e}return[r,n]}(t,e[0])}function mc(t){switch(t){case\"right\":case\"top-right\":case\"bottom-right\":return\"right\";case\"left\":case\"top-left\":case\"bottom-left\":return\"left\"}return\"center\"}function gc(t,e,r,n,a,o,s,l,c,u,f,h,p,d,m){var g=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get(\"text-rotate\").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,m=p.positionedGlyphs;d<m.length;d+=1){var g=m[d];if(g.rect){var v=g.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&g.vertical,T=g.metrics.advance*g.scale/2;if(l&&e.verticalizable){var k=24*(g.scale-1),A=(24-g.metrics.width*g.scale)/2;_=p.lineOffset/2-(g.imageName?-A:k)}if(g.imageName){var M=s[g.imageName];x=M.sdf,y=1/(b=M.pixelRatio)}var S=a?[g.x+T,g.y]:[0,0],E=a?[0,0]:[g.x+T+r[0],g.y+r[1]-_],L=[0,0];w&&(L=E,E=[0,0]);var C=(g.metrics.left-y)*g.scale-T+E[0],P=(-g.metrics.top-y)*g.scale+E[1],I=C+v.w*g.scale/b,O=P+v.h*g.scale/b,z=new i(C,P),D=new i(I,P),R=new i(C,O),F=new i(I,O);if(w){var B=new i(-T,T- -17),N=-Math.PI/2,j=12-T,U=g.imageName?j:0,V=new i(22-j,-U),H=new(Function.prototype.bind.apply(i,[null].concat(L)));z._rotateAround(N,B)._add(V)._add(H),D._rotateAround(N,B)._add(V)._add(H),R._rotateAround(N,B)._add(V)._add(H),F._rotateAround(N,B)._add(V)._add(H)}if(c){var q=Math.sin(c),G=Math.cos(c),Y=[G,-q,q,G];z._matMult(Y),D._matMult(Y),R._matMult(Y),F._matMult(Y)}var W=new i(0,0),X=new i(0,0);u.push({tl:z,tr:D,bl:R,br:F,tex:v,writingMode:e.writingMode,glyphOffset:S,sectionIndex:g.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*a.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'):\"composite\"===v.kind&&((y=[128*d.compositeTextSizes[0].evaluate(s,{},m),128*d.compositeTextSizes[1].evaluate(s,{},m)])[0]>32640||y[1]>32640)&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'),t.addSymbols(t.text,g,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,m);for(var x=0,b=f;x<b.length;x+=1){h[b[x]]=t.text.placedSymbolArray.length-1}return 4*g.length}function vc(t){for(var e in t)return t[e];return null}function yc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var xc=Ls.VectorTileFeature.types,bc=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function _c(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function wc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Tc(t){for(var e=0,r=t.sections;e<r.length;e+=1){if($n(r[e].text))return!0}return!1}var kc=function(t){this.layoutVertexArray=new Ni,this.indexArray=new Yi,this.programConfigurations=t,this.segments=new pa,this.dynamicLayoutVertexArray=new ji,this.opacityVertexArray=new Ui,this.placedSymbolArray=new aa};kc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},kc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Js.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Ks.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,bc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},kc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Nn(\"SymbolBuffers\",kc);var Ac=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new pa,this.collisionVertexArray=new Gi};Ac.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Qs.members,!0)},Ac.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Nn(\"CollisionBuffers\",Ac);var Mc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ho([]),this.placementViewportMatrix=ho([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Gl(this.zoom,e[\"text-size\"]),this.iconSizeData=Gl(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return Cl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};Mc.prototype.createArrays=function(){this.text=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new la,this.lineVertexArray=new ca,this.symbolInstances=new sa},Mc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=rl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},Mc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ne&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new pi(this.zoom),m=0,g=t;m<g.length;m+=1){var v=g[m],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Ya(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Ya(y));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ne.factory(A);Tc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ui()||this.hasRTLText&&hi.isParsed())&&(k=el(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ie?E:ie.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Ya(y),properties:y.properties,type:xc[y.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),I=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(Cl.vertical)>=0;for(var O=0,z=k.sections;O<z.length;O+=1){var D=z[O];if(D.image)f[D.image.name]=!0;else{var R=Wn(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var m=s(p,d,f),g=o(p,d,n[m].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[m].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},Mc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Mc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},Mc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Mc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Mc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},Mc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},Mc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Mc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),m=this.glyphOffsetArray.length,g=d.vertexLength,v=this.allowVerticalPlacement&&o===Cl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,O=d.vertexLength,z=C[1];_c(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),_c(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),_c(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),_c(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),wc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(O,O+1,O+2),h.emplaceBack(O+1,O+2,O+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,m,this.glyphOffsetArray.length-m,g,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},Mc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},Mc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},Mc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},Mc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Ac(Hi,$s.members,Qi),this.iconCollisionBox=new Ac(Hi,$s.members,Qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},Mc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var m=t.get(d);c.iconBox={x1:m.x1,y1:m.y1,x2:m.x2,y2:m.y2,anchorPointX:m.anchorPointX,anchorPointY:m.anchorPointY},c.iconFeatureIndex=m.featureIndex;break}for(var g=s;g<l;g++){var v=t.get(g);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},Mc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},Mc.prototype.hasTextData=function(){return this.text.segments.get().length>0},Mc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Mc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},Mc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},Mc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},Mc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},Mc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},Mc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},Mc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Nn(\"SymbolBucket\",Mc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Mc.MAX_GLYPHS=65535,Mc.addDynamicAttributes=wc;var Sc=new Si({\"symbol-placement\":new wi(Lt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new wi(Lt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new wi(Lt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ti(Lt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new wi(Lt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new wi(Lt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new wi(Lt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new wi(Lt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new wi(Lt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ti(Lt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new wi(Lt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new wi(Lt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ti(Lt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ti(Lt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new wi(Lt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new wi(Lt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ti(Lt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ti(Lt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new wi(Lt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new wi(Lt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new wi(Lt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ti(Lt.layout_symbol[\"text-field\"]),\"text-font\":new Ti(Lt.layout_symbol[\"text-font\"]),\"text-size\":new Ti(Lt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ti(Lt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new wi(Lt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ti(Lt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ti(Lt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ti(Lt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new wi(Lt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ti(Lt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new wi(Lt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new wi(Lt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ti(Lt.layout_symbol[\"text-rotate\"]),\"text-padding\":new wi(Lt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new wi(Lt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ti(Lt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ti(Lt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new wi(Lt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new wi(Lt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new wi(Lt.layout_symbol[\"text-optional\"])}),Ec={paint:new Si({\"icon-opacity\":new Ti(Lt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ti(Lt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ti(Lt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ti(Lt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ti(Lt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new wi(Lt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new wi(Lt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ti(Lt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ti(Lt.paint_symbol[\"text-color\"],{runtimeType:Ut,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ti(Lt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ti(Lt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ti(Lt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new wi(Lt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new wi(Lt.paint_symbol[\"text-translate-anchor\"])}),layout:Sc},Lc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ft,this.defaultValue=t};Lc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Lc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Lc.prototype.outputDefined=function(){return!1},Lc.prototype.serialize=function(){return null},Nn(\"FormatSectionOverride\",Lc,{omit:[\"defaultValue\"]});var Cc=function(t){function e(e){t.call(this,e,Ec)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Yr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new Mc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=Ec.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i=this.paint.get(n),a=new Lc(i),o=new Gr(a,i.property.specification),s=null;s=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Xr(\"source\",o):new Zr(\"composite\",o,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new bi(i.property,s,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=Ec.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ne)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ce&&se(t.value)===Gt){var e=t.value;a(e.sections)}else t instanceof pe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ei),Pc={paint:new Si({\"background-color\":new wi(Lt.paint_background[\"background-color\"]),\"background-pattern\":new Ai(Lt.paint_background[\"background-pattern\"]),\"background-opacity\":new wi(Lt.paint_background[\"background-opacity\"])})},Ic=function(t){function e(e){t.call(this,e,Pc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei),Oc={paint:new Si({\"raster-opacity\":new wi(Lt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new wi(Lt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new wi(Lt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new wi(Lt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new wi(Lt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new wi(Lt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new wi(Lt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new wi(Lt.paint_raster[\"raster-fade-duration\"])})},zc=function(t){function e(e){t.call(this,e,Oc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei);var Dc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ei),Rc={circle:_o,heatmap:Po,hillshade:Oo,fill:xs,\"fill-extrusion\":Fs,line:Xs,symbol:Cc,background:Ic,raster:zc};var Fc=self.HTMLImageElement,Bc=self.HTMLCanvasElement,Nc=self.HTMLVideoElement,jc=self.ImageData,Uc=self.ImageBitmap,Vc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Vc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Vc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Vc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Vc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Hc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Hc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Hc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var qc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},m([\"receive\",\"process\"],this),this.invoker=new Hc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Gc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}qc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Hn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},qc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},qc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},qc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(qn(e.error)):n(null,qn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Hn(e):null,data:Hn(n,a)},a)}:function(t){i=!0},s=null,l=qn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},qc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Yc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Yc.prototype.setNorthEast=function(t){return this._ne=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.setSouthWest=function(t){return this._sw=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Wc)e=t,r=t;else{if(!(t instanceof Yc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Yc.convert(a))}var o=t;return this.extend(Wc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Wc(e.lng,e.lat),this._ne=new Wc(r.lng,r.lat)),this},Yc.prototype.getCenter=function(){return new Wc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Yc.prototype.getSouthWest=function(){return this._sw},Yc.prototype.getNorthEast=function(){return this._ne},Yc.prototype.getNorthWest=function(){return new Wc(this.getWest(),this.getNorth())},Yc.prototype.getSouthEast=function(){return new Wc(this.getEast(),this.getSouth())},Yc.prototype.getWest=function(){return this._sw.lng},Yc.prototype.getSouth=function(){return this._sw.lat},Yc.prototype.getEast=function(){return this._ne.lng},Yc.prototype.getNorth=function(){return this._ne.lat},Yc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Yc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Yc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Yc.prototype.contains=function(t){var e=Wc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Yc.convert=function(t){return!t||t instanceof Yc?t:new Yc(t)};var Wc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Wc.prototype.wrap=function(){return new Wc(c(this.lng,-180,180),this.lat)},Wc.prototype.toArray=function(){return[this.lng,this.lat]},Wc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Wc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Wc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Yc(new Wc(this.lng-r,this.lat-e),new Wc(this.lng+r,this.lat+e))},Wc.convert=function(t){if(t instanceof Wc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Wc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Wc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Xc=2*Math.PI*6371008.8;function Zc(t){return Xc*Math.cos(t*Math.PI/180)}function Jc(t){return(180+t)/360}function Kc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Qc(t,e){return t/Zc(e)}function $c(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var tu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};tu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Wc.convert(t);return new tu(Jc(r.lng),Kc(r.lat),Qc(e,r.lat))},tu.prototype.toLngLat=function(){return new Wc(360*this.x-180,$c(this.y))},tu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Zc($c(e));var t,e},tu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Xc*(t=$c(this.y),1/Math.cos(t*Math.PI/180));var t};var eu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=iu(0,t,t,e,r)};eu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},eu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Gc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Gc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},eu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},eu.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var ru=function(t,e){this.wrap=t,this.canonical=e,this.key=iu(t,e.z,e.z,e.x,e.y)},nu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new eu(r,+n,+i),this.key=iu(e,t,r,n,i)};function iu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}nu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},nu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new nu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new nu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},nu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?iu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):iu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},nu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},nu.prototype.children=function(t){if(this.overscaledZ>=t)return[new nu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new nu(e,this.wrap,e,r,n),new nu(e,this.wrap,e,r+1,n),new nu(e,this.wrap,e,r,n+1),new nu(e,this.wrap,e,r+1,n+1)]},nu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},nu.prototype.wrapped=function(){return new nu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.unwrapTo=function(t){return new nu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},nu.prototype.toUnwrapped=function(){return new ru(this.wrap,this.canonical)},nu.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},nu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new tu(t.x-this.wrap,t.y))},Nn(\"CanonicalTileID\",eu),Nn(\"OverscaledTileID\",nu,{omit:[\"posMatrix\"]});var au=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};au.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},au.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},au.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},au.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},au.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},au.prototype.getPixels=function(){return new Eo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},au.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Nn(\"DEMData\",au);var ou=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};ou.prototype.encode=function(t){return this._stringToNumber[t]},ou.prototype.decode=function(t){return this._numberToString[t]};var su=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},lu={geometry:{configurable:!0}};lu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},lu.geometry.set=function(t){this._geometry=t},su.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(su.prototype,lu);var cu=function(){this.state={},this.stateChanges={},this.deletedStates={}};cu.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r){this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]}},cu.prototype.removeFeatureState=function(t,e,r){if(!(null===this.deletedStates[t])){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e){if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null}else this.deletedStates[t]=null}},cu.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=u({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},cu.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},cu.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1){var p=h[f];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t){t[d].setFeatureState(r,e)}};var uu=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new zn(8192,16,0),this.grid3D=new zn(8192,16,0),this.featureIndexArray=new fa,this.promoteId=e};function fu(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof _i?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function hu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function pu(t,e){return e-t}uu.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},uu.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Ls.VectorTile(new al(this.rawTileData)).layers,this.sourceLayerCoder=new ou(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},uu.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=sn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=hu(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=hu(t.cameraQueryGeometry),d=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1){if(io(t,f[u]))return!0}for(var h=0;h<t.length-1;h++){if(ao(t[h],t[h+1],c))return!0}return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)})),m=0,g=d;m<g.length;m+=1){var v=g[m];h.push(v)}h.sort(pu);for(var y,x={},b=function(i){var u=h[i];if(u!==y){y=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(x,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Ya(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<h.length;_++)b(_);return x},uu.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),m=0;m<f.length;m++){var g=f[m];if(!(a&&a.indexOf(g)<0)){var v=s[g];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[g];x.paint=fu(x.paint,v.paint,p,y,o),x.layout=fu(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new su(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},uu.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=sn(i),u=0,f=t;u<f.length;u+=1){var h=f[u];this.loadMatchingFeature(l,r,n,h,c,a,o,s,e)}return l},uu.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1){if(t===i[n])return!0}return!1},uu.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},Nn(\"FeatureIndex\",uu,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var du=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};du.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},du.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},du.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof Mc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof Mc&&o.hasRTLText){this.hasRTLText=!0,hi.isLoading()||hi.isLoaded()||\"deferred\"!==ui()||fi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new na},du.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},du.prototype.getBucket=function(t){return this.buckets[t.id]},du.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Vc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Vc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},du.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},du.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},du.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=sn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),m=new su(p,l,c,u,d);m.tile=f,t.push(m)}}}},du.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},du.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},du.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=A(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},du.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},du.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},du.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},du.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},du.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},du.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},du.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){r[i[n]]=!0}this.dependencies[t]=r},du.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1){if(a[s[o]])return!0}}return!1};var 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r},t.makeRequest=yt,t.mapObject=v,t.mercatorXfromLng=Jc,t.mercatorYfromLat=Kc,t.mercatorZfromAltitude=Qc,t.mul=mo,t.multiply=po,t.mvt=Ls,t.normalize=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;return a>0&&(a=1/Math.sqrt(a)),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a,t},t.number=qe,t.offscreenCanvasSupported=pt,t.ortho=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t},t.parseGlyphPBF=function(t){return new al(t).readFields(Tl,[])},t.pbf=al,t.performSymbolLayout=function(t,e,r,n,i,a,o){t.createArrays();var s=512*t.overscaling;t.tilePixelRatio=8192/s,t.compareText={},t.iconsNeedLinear=!1;var l=t.layers[0].layout,c=t.layers[0]._unevaluatedLayout._values,u={};if(\"composite\"===t.textSizeData.kind){var f=t.textSizeData,h=f.minZoom,p=f.maxZoom;u.compositeTextSizes=[c[\"text-size\"].possiblyEvaluate(new 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g=(c+1)%2;(0===c?r-i<=d:n-i<=m)&&(o.push(f),o.push(p-1),o.push(g)),(0===c?r+i>=d:n+i>=m)&&(o.push(p+1),o.push(u),o.push(g))}}return s}(this.ids,this.coords,t,e,r,this.nodeSize)};var j={minZoom:0,maxZoom:16,radius:40,extent:512,nodeSize:64,log:!1,generateId:!1,reduce:null,map:function(t){return t}},U=function(t){this.options=X(Object.create(j),t),this.trees=new Array(this.options.maxZoom+1)};function V(t,e,r,n,i){return{x:t,y:e,zoom:1/0,id:r,parentId:-1,numPoints:n,properties:i}}function H(t,e){var r=t.geometry.coordinates,n=r[0],i=r[1];return{x:Y(n),y:W(i),zoom:1/0,index:e,parentId:-1}}function q(t){return{type:\"Feature\",id:t.id,properties:G(t),geometry:{type:\"Point\",coordinates:[(n=t.x,360*(n-.5)),(e=t.y,r=(180-360*e)*Math.PI/180,360*Math.atan(Math.exp(r))/Math.PI-90)]}};var e,r,n}function G(t){var e=t.numPoints,r=e>=1e4?Math.round(e/1e3)+\"k\":e>=1e3?Math.round(e/100)/10+\"k\":e;return 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r=0;r<e.length;r+=3)t.minX=Math.min(t.minX,e[r]),t.minY=Math.min(t.minY,e[r+1]),t.maxX=Math.max(t.maxX,e[r]),t.maxY=Math.max(t.maxY,e[r+1])}function tt(t,e,r,n){if(e.geometry){var i=e.geometry.coordinates,a=e.geometry.type,o=Math.pow(r.tolerance/((1<<r.maxZoom)*r.extent),2),s=[],l=e.id;if(r.promoteId?l=e.properties[r.promoteId]:r.generateId&&(l=n||0),\"Point\"===a)et(i,s);else if(\"MultiPoint\"===a)for(var c=0;c<i.length;c++)et(i[c],s);else if(\"LineString\"===a)rt(i,s,o,!1);else if(\"MultiLineString\"===a){if(r.lineMetrics){for(c=0;c<i.length;c++)s=[],rt(i[c],s,o,!1),t.push(Q(l,\"LineString\",s,e.properties));return}nt(i,s,o,!1)}else if(\"Polygon\"===a)nt(i,s,o,!0);else{if(\"MultiPolygon\"!==a){if(\"GeometryCollection\"===a){for(c=0;c<e.geometry.geometries.length;c++)tt(t,{id:l,geometry:e.geometry.geometries[c],properties:e.properties},r,n);return}throw new Error(\"Input data is not a valid GeoJSON object.\")}for(c=0;c<i.length;c++){var 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u=t[c],f=u.geometry,h=u.type,p=0===i?u.minX:u.minY,d=0===i?u.maxX:u.maxY;if(p>=r&&d<n)l.push(u);else if(!(d<r||p>=n)){var m=[];if(\"Point\"===h||\"MultiPoint\"===h)st(f,m,r,n,i);else if(\"LineString\"===h)lt(f,m,r,n,i,!1,s.lineMetrics);else if(\"MultiLineString\"===h)ut(f,m,r,n,i,!1);else if(\"Polygon\"===h)ut(f,m,r,n,i,!0);else if(\"MultiPolygon\"===h)for(var g=0;g<f.length;g++){var v=[];ut(f[g],v,r,n,i,!0),v.length&&m.push(v)}if(m.length){if(s.lineMetrics&&\"LineString\"===h){for(g=0;g<m.length;g++)l.push(Q(u.id,h,m[g],u.tags));continue}\"LineString\"!==h&&\"MultiLineString\"!==h||(1===m.length?(h=\"LineString\",m=m[0]):h=\"MultiLineString\"),\"Point\"!==h&&\"MultiPoint\"!==h||(h=3===m.length?\"Point\":\"MultiPoint\"),l.push(Q(u.id,h,m,u.tags))}}}return l.length?l:null}function st(t,e,r,n,i){for(var a=0;a<t.length;a+=3){var o=t[a+i];o>=r&&o<=n&&(e.push(t[a]),e.push(t[a+1]),e.push(t[a+2]))}}function lt(t,e,r,n,i,a,o){for(var 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r=[],n=0;n<t.length;n++){var i,a=t[n],o=a.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)i=mt(a.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){i=[];for(var s=0;s<a.geometry.length;s++)i.push(mt(a.geometry[s],e))}else if(\"MultiPolygon\"===o)for(i=[],s=0;s<a.geometry.length;s++){for(var l=[],c=0;c<a.geometry[s].length;c++)l.push(mt(a.geometry[s][c],e));i.push(l)}r.push(Q(a.id,o,i,a.tags))}return r}function mt(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function gt(t,e){if(t.transformed)return t;var r,n,i,a=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(vt(c[n],c[n+1],e,a,o,s));else for(n=0;n<c.length;n++){var f=[];for(i=0;i<c[n].length;i+=2)f.push(vt(c[n][i],c[n][i+1],e,a,o,s));l.geometry.push(f)}}return t.transformed=!0,t}function 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u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function bt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function _t(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)tt(r,t.features[n],e,n);else\"Feature\"===t.type?tt(r,t,e):tt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=ot(t,1,-1-r,r,0,-1,2,e),a=ot(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=ot(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=dt(i,1).concat(n)),a&&(n=n.concat(dt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function wt(t,e,r){return 32*((1<<t)*r+e)+t}function Tt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}U.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new N(s,Z,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new N(s,Z,J,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},U.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(Y(r),W(a),Y(i),W(n));u<f.length;u+=1){var h=f[u],p=l.points[h];c.push(p.numPoints?q(p):this.points[p.index])}return c},U.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],f=i.points[u];f.parentId===t&&s.push(f.numPoints?q(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},U.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},U.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},U.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},U.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},U.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?G(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},U.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},U.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],f=u.within(c.x,c.y,s),h=c.numPoints||1,p=c.x*h,d=c.y*h,m=o&&h>1?this._map(c,!0):null,g=(l<<5)+(e+1)+this.points.length,v=0,y=f;v<y.length;v+=1){var x=y[v],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(m||(m=this._map(c,!0)),o(m,this._map(b)))}}1===h?r.push(c):(c.parentId=g,r.push(V(p/h,d/h,g,h,m)))}}return r},U.prototype._getOriginId=function(t){return t-this.points.length>>5},U.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},U.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},_t.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},_t.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=wt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time(\"creation\"),h=this.tiles[f]=yt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time(\"clipping\");var m,g,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;m=g=v=y=null,x=ot(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=ot(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(m=ot(x,u,n-_,n+T,1,h.minY,h.maxY,l),g=ot(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=ot(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=ot(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(m||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},_t.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=wt(t,e=(e%o+o)%o,r);if(this.tiles[s])return gt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[wt(c,u,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?gt(this.tiles[s],i):null):null};var kt=function(e){function r(t,r,n,i){e.call(this,t,r,n,Tt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new U(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=h[1],m=t.createExpression(d),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=m.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new _t(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON 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t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!t||4===t.length&&(!(t[0]<0||e.data.width<t[0])&&(!(t[1]<0||e.data.height<t[1])&&(!(t[2]<0||e.data.width<t[2])&&(!(t[3]<0||e.data.height<t[3])&&(!(t[2]<t[0])&&!(t[3]<t[1]))))))},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,m=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-m,n[1]=+m;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+m}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?m:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?m:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1){(0,o[i])(t,e)}delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=void 0,d=i/r*(n+1);if(l.isDash){var m=n-Math.abs(d);p=Math.sqrt(h*h+m*m)}else p=n-Math.sqrt(h*h+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=l.isDash?h:-h;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function A(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var M=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};M.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},M.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,f=Math.max(c,u),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var 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e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),kt=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new wt(t,a),n&&(this.depthAttachment=new Tt(t,a))};kt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var At=function(t,e,r){this.func=t,this.mask=e,this.range=r};At.ReadOnly=!1,At.ReadWrite=!0,At.disabled=new At(519,At.ReadOnly,[0,1]);var Mt=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Mt.disabled=new Mt({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new q(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new mt(this),this.bindElementBuffer=new gt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Lt.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(It(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],m=this._tiles[p];if(m&&!(m.fadeEndTime&&m.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),c[g.tileID.key]=g.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],m=this._tiles[d.key];if(!m.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],v=this.getTile(g);if(v&&v.hasData()){n[g.key]=g;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=m.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(m=this.getTile(_))&&x&&(m=this._addTile(_)),m&&(n[_.key]=_,x=m.wasRequested(),m.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,m=0,g=c;m<g.length;m+=1){var v=g[m];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,m=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/m,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-g<t.EXTENT&&v[0].y-g<t.EXTENT&&v[1].x+g>=0&&v[1].y+g>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:m})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles){this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\")}this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function Ot(){return new t.window.Worker(Zi.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var zt=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new Ot);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[zt]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function Ht(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function qt(t,e,r,n){Ht(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}function Zt(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Ht(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):qt(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),m=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],m[m.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.lastIndexOf(o,m.length-a),1)):a++,c=m[m.length-i],n.push({command:Ut.addLayer,args:[d[o],c]}),m.splice(m.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=m[m.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}var Jt=function(t,e){this.reset(t,e)};Jt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Jt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Kt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Qt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function $t(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function te(e,r){var n=[e.x,e.y,0,1];fe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ee(t,e){return.5+t/e*.5}function re(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ne(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,m=n.transform.width/n.transform.height,g=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!g)ue(y.numGlyphs,h);else{g=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),re(x,f)){var b=x[3],_=ee(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(c,u,y),T=s?w/_:w*_,k=new t.Point(y.anchorX,y.anchorY),A=te(k,a).point,M={},S=oe(y,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&oe(y,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m).notEnoughRoom)&&ue(y.numGlyphs,h)}else ue(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ie(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),m=e.getoffsetX(f-1),g=le(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!g)return null;var v=le(t*m,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:g,last:v}:null}function ae(e,r,n,i){if(e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i)return{useVertical:!0};return(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function oe(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=r/24,v=e.lineOffsetX*g,y=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ie(g,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=te(w.first.point,s).point,k=te(w.last.point,s).point;if(i&&!n){var A=ae(e.writingMode,T,k,d);if(A)return A}m=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)m.push(le(g*l.getoffsetX(M),v,y,n,f,h,e.segment,b,_,c,o,p));m.push(w.last)}else{if(i&&!n){var S=te(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=te(L,a),P=C.signedDistanceFromCamera>0?C.point:se(h,L,S,1,a),I=ae(e.writingMode,S,P,d);if(I)return I}var O=le(g*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!O)return{notEnoughRoom:!0};m=[O]}for(var z=0,D=m;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function se(t,e,r,n,i){var a=te(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function le(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,m=0;i&&(d*=-1,m=Math.PI),d<0&&(m+=Math.PI);for(var g=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=c)return null;if(y=v,w.push(v),void 0===(v=h[g])){var T=new t.Point(u.getx(g),u.gety(g)),k=te(T,f);if(k.signedDistanceFromCamera>0)v=h[g]=k.point;else{var A=g-d;v=se(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var M=(_-x)/b,S=v.sub(y),E=S.mult(M)._add(y);E._add(S._unit()._perp()._mult(n*d));var L=m+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:L,path:w}}Kt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Kt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Kt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Kt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Kt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Kt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Kt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Kt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Kt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Kt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Kt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var m=this.circleCells[i];if(null!==m)for(var g=this.circles,v=0,y=m;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Kt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var m=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[m+0],f[m+1],f[m+2],f[m+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var v=this.circles,y=0,x=g;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Kt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Kt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Kt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Kt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Kt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var ce=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ue(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ce,3*n)}}function fe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Kt(t.width+200,t.height+200,25)),void 0===r&&(r=new Kt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function pe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],m=new t.Point(r.anchorX,r.anchorY),g=te(m,o),v=ee(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=te(m,s).point,b=ie(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,m,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Jt,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var I=1;I<L.path.length;I++)C.push(L.path[I]);var O=2.5*k;if(l){var z=C.map((function(t){return te(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V=0;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/O)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Y=G.x+100,W=G.y+100;d.push(Y,W,k,0);var X=Y-k,Z=W-k,J=Y+k,K=W+k;if(T=T&&this.isOffscreen(X,Z,J,K),w=w||this.isInsideGrid(X,Z,J,K),!e&&this.grid.hitTestCircle(Y,W,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var m=d[p],g=m.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var v=[new t.Point(m.x1,m.y1),new t.Point(m.x2,m.y1),new t.Point(m.x2,m.y2),new t.Point(m.x1,m.y2)];t.polygonIntersectsPolygon(r,v)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},he.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return fe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var de=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};de.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new de(t?t.text:null,e,r,i),this.icon=new de(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},ve=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ye=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},xe=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function be(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function _e(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}xe.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var we=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new xe(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Te(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}we.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=pe(n,1,this.transform.zoom),m=Qt(f,h,p,this.transform,d),g=null;if(h){var v=$t(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ye(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:m,labelToScreenMatrix:g,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},we.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=[f.textOffset0,f.textOffset1],v=be(t,r,n,g,i),y=this.collisionIndex.placeCollisionBox(_e(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(d&&0===this.collisionIndex.placeCollisionBox(_e(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return;if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(m=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:m},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}},we.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,m=a.collisionGroup,g=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),A=x&&(y||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,I=null,O=0,z=0,D=0;a.textFeatureIndex?O=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(O=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length;i+=1){if(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),L&&L.box&&L.box.length)break}else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],v=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,c,b,_,f,l,m,v,e,o,n,u);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,m.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,m.predicate,X,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?_e(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,m.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(I=Z(a.verticalIconBox)).box.length>0:(I=Z(a.iconBox)).box.length>0,S=S&&I.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=v||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,m.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,m.ID)),M&&I&&i.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,m.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,m.ID),n)){var Q=o.bucketInstanceId,$=i.collisionCircleArrays[Q];void 0===$&&($=i.collisionCircleArrays[Q]=new ve);for(var tt=0;tt<P.circles.length;tt+=4)$.circles.push(P.circles[tt+0]),$.circles.push(P.circles[tt+1]),$.circles.push(P.circles[tt+2]),$.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new ge(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},we.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},we.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},we.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new me(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},we.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},we.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},m=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,m=a.crossTileID,g=r[m],v=i.opacities[m];g?v=o:v||(v=p,i.opacities[m]=v),r[m]=!0;var y=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(y){var T=Pe(v.text),k=_?Ie:T;d(e.text,s,k);var A=w?Ie:T;d(e.text,l,A);var M=v.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=Pe(v.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:Ie;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=v.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var I=C?Ie:L;d(e.icon,a.numVerticalIconVertices,I),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=v.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var O=e.collisionArrays[n];if(O){var z=new t.Point(0,0);if(O.textBox||O.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[m];R?(z=be(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}O.textBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||_,z.x,z.y),O.verticalTextBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&O.verticalIconBox);O.iconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,F,h?z.x:0,h?z.y:0),O.verticalIconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,!F,h?z.x:0,h?z.y:0)}}},g=0;g<e.symbolInstances.length;g++)m(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},we.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},we.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},we.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},we.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},we.prototype.setStale=function(){this.stale=!0};var ke=Math.pow(2,25),Ae=Math.pow(2,24),Me=Math.pow(2,17),Se=Math.pow(2,16),Ee=Math.pow(2,9),Le=Math.pow(2,8),Ce=Math.pow(2,1);function Pe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ke+e*Ae+r*Me+e*Se+r*Ee+e*Le+r*Ce+e}var Ie=0,Oe=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Oe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new we(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Oe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var De=512/t.EXTENT/2,Re=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Re.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=De/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Re.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Fe=function(){this.maxCrossTileID=0};Fe.prototype.generate=function(){return++this.maxCrossTileID};var Be=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Be.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Be.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++){e.symbolInstances.get(n).crossTileID=0}this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Re(t,e.symbolInstances,e.bucketInstanceId),!0},Be.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Be.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ne=function(){this.layerIndexes={},this.crossTileIDs=new Fe,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ne.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Be);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ne.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var je=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},Ue=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ve=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),He=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a=null;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Ne,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if((t.triggerPluginCompletionEvent(e),r)&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(He,!1)},r.prototype._load=function(e,r){if(!r||!je(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,m=l.stretchX,g=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:m,stretchY:g,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),je(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=Zt(this.serialize(),e).filter((function(t){return!(t.command in Ve)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in Ue)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0)||!this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n)){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(je(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1){var h=f[u];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var m=this._order[d];if(r(m))for(var g=i.length-1;g>=0;g--){var v=i[g].feature;if(n[v.layer.id]<d)break;p.push(v),i.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][m];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1){var h=f[u];c.push(o[h])}c.sort(B);for(var p=function(){var r=m[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1){var h=f[u];o.push(h)}}},d=0,m=c;d<m.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var v in s)g(v);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&je(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers){this._layers[e].setEventedParent(null)}for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var m=0,g=this._order;m<g.length;m+=1){var v=g[m],y=this._layers[v];\"symbol\"===y.type&&this.placement.updateLayerOpacities(y,l[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var Ge=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ye=yr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),We=yr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Xe=yr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=yr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Je=yr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=yr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Qe=yr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),$e=yr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),tr=yr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),er=yr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),rr=yr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),nr=yr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ir=yr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),or=yr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),sr=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),lr=yr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),cr=yr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),ur=yr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),fr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=yr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),pr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),dr=yr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=yr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=yr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),vr=yr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function yr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var xr=Object.freeze({__proto__:null,prelude:Ye,background:We,backgroundPattern:Xe,circle:Ze,clippingMask:Je,heatmap:Ke,heatmapTexture:Qe,collisionBox:$e,collisionCircle:tr,debug:er,fill:rr,fillOutline:nr,fillOutlinePattern:ir,fillPattern:ar,fillExtrusion:or,fillExtrusionPattern:sr,hillshadePrepare:lr,hillshade:cr,line:ur,lineGradient:fr,linePattern:hr,lineSDF:pr,raster:dr,symbolIcon:mr,symbolSDF:gr,symbolTextAndIcon:vr}),br=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};br.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},br.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1){p[h].enableAttributes(u,t)}a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,m=r;d<m.length;d+=1){var g=m[d];g.bind(),g.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},br.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var _r=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ye.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ye.vertexSource,e.vertexSource).join(\"\\n\"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var m=a.getActiveAttrib(this.program,d);m&&(this.attributes[m.name]=a.getAttribLocation(this.program,m.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<g;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function wr(t,e,r){var n=1/pe(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}_r.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m){var g,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[v.LINES]=2,g[v.TRIANGLES]=3,g[v.LINE_STRIP]=1,g)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new br)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,m),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Tr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},kr=function(e,r,n,i,a,o,s){return t.extend(Tr(e,r,n,i),wr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Ar=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(Ar(e),wr(n,r,i))},Sr=function(t,e){return{u_matrix:t,u_world:e}},Er=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Lr=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=pe(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=pe(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Pr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Ir=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Or=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:pe(e,1,r),u_intensity:n}};function Dr(e,r){var n=Math.pow(2,r.canonical.z),i=r.canonical.y;return[new t.MercatorCoordinate(0,i/n).toLngLat().lat,new t.MercatorCoordinate(0,(i+1)/n).toLngLat().lat]}var Rr=function(e,r,n){var i=e.transform;return{u_matrix:Ur(e,r,n),u_ratio:1/pe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n){return t.extend(Rr(e,r,n),{u_image:0})},Br=function(e,r,n,i){var a=e.transform,o=jr(r,a);return{u_matrix:Ur(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/pe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Nr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=jr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(i.from,c),f=s.getDash(i.to,c),h=u.width*a.fromScale,p=f.width*a.toScale;return t.extend(Rr(e,r,n),{u_patternscale_a:[l/h,-u.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:f.y,u_mix:a.t})};function jr(t,e){return 1/pe(t,1,e.tileZoom)}function Ur(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Vr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Hr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Hr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var qr,Gr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Yr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(Gr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Wr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Yr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Xr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Zr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/pe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Kr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var m=i[d],g=r.getTile(m),v=g.getBucket(n);if(v){var y=m.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(m.posMatrix,g,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],I=E.circleArray[C+1],O=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,I,O,z,0),k.emplace(A++,P,I,O,z,1),k.emplace(A++,P,I,O,z,2),k.emplace(A++,P,I,O,z,3)}(!qr||qr.length<2*h)&&(qr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(qr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Pr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Qr=t.identity(new Float32Array(16));function $r(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function tn(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,m={};p.clear();for(var g=0;g<h.length;g++){var v=h.get(g),y=e.allowVerticalPlacement&&!v.placedOrientation,x=v.hidden||!v.crossTileID||y?null:i[v.crossTileID];if(x){var b=new t.Point(v.anchorX,v.anchorY),_=te(b,n?l:s),w=ee(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,v)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=$r(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?te(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<v.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&v.associatedIconIndex>=0&&(m[v.associatedIconIndex]={shiftedAnchor:S,angle:E})}else ue(v.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var I=C.get(P);if(I.hidden)ue(I.numGlyphs,d);else{var O=m[P];if(O)for(var z=0;z<I.numGlyphs;z++)t.addDynamicAttributes(d,O.shiftedAnchor,O.angle);else ue(I.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function en(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function rn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,m=e.transform,g=\"map\"===l,v=\"map\"===c,y=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,At.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,I=a?E.textSizeData:E.iconSizeData,O=v||0!==m.pitch,z=e.useProgram(en(P,a,E),C),D=t.evaluateSizeForZoom(I,m.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===I.kind||\"camera\"===I.kind;U=O||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||O?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=pe(S,1,e.transform.zoom),G=Qt(M.posMatrix,v,g,e.transform,q),Y=$t(M.posMatrix,v,g,e.transform,q),W=w&&E.hasTextData(),X=\"none\"!==n.layout.get(\"icon-text-fit\")&&W&&E.hasIconData();y&&ne(E,M.posMatrix,e,a,G,Y,v,u);var Z=e.translatePosMatrix(M.posMatrix,S,o,s),J=y||a&&w||X?Qr:G,K=e.translatePosMatrix(Y,S,o,s,!0),Q=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),$={program:z,buffers:L,uniformValues:P?E.iconsInText?Wr(I.kind,D,x,v,e,Z,J,K,R,F):Yr(I.kind,D,x,v,e,Z,J,K,a,R,!0):Gr(I.kind,D,x,v,e,Z,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:Q};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:$})}else T.push({segments:L.segments,sortKey:0,state:$})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function nn(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function an(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),m=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,v=n;g<v.length;g+=1){var y=v[g],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(m));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Er(S,t,m,x,E):Sr(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,m,x):Ar(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function on(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var m=d[p],g=e.getTile(m),v=g.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(m.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?kr(k,t,A,h,m,f,g):Tr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,M,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function sn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=function(t,e,r){var n=r.paint.get(\"hillshade-shadow-color\"),i=r.paint.get(\"hillshade-highlight-color\"),a=r.paint.get(\"hillshade-accent-color\"),o=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Dr(t,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),o],u_shadow:n,u_highlight:i,u_accent:a}}(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function ln(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var m=r.fbo;if(!m){var g=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);g.bind(c.LINEAR,c.CLAMP_TO_EDGE),(m=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(m.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function cn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var un=new t.Color(1,0,0,1),fn=new t.Color(0,1,0,1),hn=new t.Color(0,0,1,1),pn=new t.Color(1,0,1,1),dn=new t.Color(0,1,1,1);function mn(t){var e=t.transform.padding;gn(t,t.transform.height-(e.top||0),3,un),gn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,hn),vn(t,t.transform.width-(e.right||0),3,pn);var r=t.transform.centerPoint;!function(t,e,r,n){yn(t,e-1,r-10,2,20,n),yn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,dn)}function gn(t,e,r,n){yn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){yn(t,e-r/2,0,r,t.transform.height,n)}function yn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function xn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=At.disabled,c=Mt.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=f&&f.byteLength||0,p=Math.floor(h/1024),d=r.getTile(n).tileSize,m=512/Math.min(d,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+p+\"kb\"),s.draw(i,a.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Ir(o,t.Color.transparent,m),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var bn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Mt.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),m=d.getBucket(n);if(m&&m.text&&m.text.segments.get().length){var g=m.textSizeData,v=t.evaluateSizeForZoom(g,l.zoom),y=pe(d,1,r.transform.zoom),x=Qt(p.posMatrix,u,c,r.transform,y),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&m.hasIconData();if(v){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);tn(m,c,u,s,t.symbolSize,l,x,p.posMatrix,_,v,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&rn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&rn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Kr(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Kr(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,At.ReadOnly),h=Mt.disabled,p=e.colorModeForRenderPass(),d=[],m=0;m<i.length;m++){var g=i[m],v=r.getTile(g),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Lr(e,g,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,I=S.uniformValues,O=M.segments;L.draw(c,u.TRIANGLES,f,h,p,Et.disabled,I,n.id,C,P,O,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Mt.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),m=e.transform.zoom;d.draw(a,o.TRIANGLES,At.disabled,s,l,Et.disabled,zr(u.posMatrix,f,m,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(!a)return;n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA));o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,At.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),f=u.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":c?\"lineSDF\":h?\"lineGradient\":\"line\",m=e.context,g=m.gl,v=!0;if(h){m.activeTexture.set(g.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(m,n.gradient,g.RGBA)),y.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=v||M.program!==A,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var I=f?Br(e,w,n,p):c?Nr(e,w,n,c,p):h?Fr(e,w,n):Rr(e,w,n);f?(m.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(m.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(m)),M.draw(m,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?At.ReadWrite:At.ReadOnly);an(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,At.ReadOnly);an(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))on(t,e,r,n,a,Mt.disabled,St.disabled),on(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();on(t,e,r,n,a,Mt.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,At.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?ln(t,p,r,a,o,Mt.disabled,s):\"translucent\"===t.renderPass&&sn(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,m=f;d<m.length;d+=1){var g=m[d],v=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?At.ReadWrite:At.ReadOnly,a.LESS),y=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=cn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Vr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,v,Mt.disabled,l,Et.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[g.overscaledZ],l,Et.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var f=Mt.disabled,h=t.depthModeForSublayer(0,\"opaque\"===u?At.ReadWrite:At.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),m=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),v=0,y=m;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Zr(b,i,t,c,{tileID:x,tileSize:l},g):Xr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)xn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Mt.disabled);var o=\"3d\"===i.renderingMode?new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,At.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},_n=function(t,e){this.context=new Lt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ne,this.gpuTimers={}};_n.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},_n.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ge.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ge.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ge.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Mt({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},_n.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,At.disabled,this.stencilClearMode,St.disabled,Et.disabled,Or(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},_n.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(At.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,At.disabled,new Mt({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Or(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},_n.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Mt({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Mt({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Mt({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Mt.disabled,e),n]},_n.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){return new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},_n.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return At.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new At(r||this.context.gl.LEQUAL,e,[n,n])},_n.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},_n.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var m=0;m<i.length;m++){var g=i[m];if(this.style._layers[g].is3D()){this.opaquePassCutoff=m;break}}this.renderPass=\"offscreen\";for(var v=0,y=i;v<y.length;v+=1){var x=y[v],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&bn.debug(this,l,l.getVisibleCoordinates()));this.options.showPadding&&mn(this),this.context.setDefault()},_n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),bn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},_n.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},_n.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},_n.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},_n.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},_n.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:pe(r,n[0],this.transform.zoom),a?n[1]:pe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},_n.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},_n.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},_n.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},_n.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new _r(this.context,xr[t],e,Jr[t],this._showOverdrawInspector)),this.cache[r]},_n.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},_n.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},_n.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},_n.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var wn=function(t,e){this.points=t,this.planes=e};wn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new wn(a,o)};var Tn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Tn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Tn(n,i)},Tn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Tn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Tn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var kn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};kn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},kn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},kn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},kn.prototype.clone=function(){return new kn(this.top,this.bottom,this.left,this.right)},kn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var An=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new kn,this._posMatrixCache={},this._alignedPosMatrixCache={}},Mn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};An.prototype.clone=function(){var t=new An(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Mn.minZoom.get=function(){return this._minZoom},Mn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Mn.maxZoom.get=function(){return this._maxZoom},Mn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Mn.minPitch.get=function(){return this._minPitch},Mn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Mn.maxPitch.get=function(){return this._maxPitch},Mn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Mn.renderWorldCopies.get=function(){return this._renderWorldCopies},Mn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Mn.worldSize.get=function(){return this.tileSize*this.scale},Mn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Mn.size.get=function(){return new t.Point(this.width,this.height)},Mn.bearing.get=function(){return-this.angle/Math.PI*180},Mn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Mn.pitch.get=function(){return this._pitch/Math.PI*180},Mn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Mn.fov.get=function(){return this._fov/Math.PI*180},Mn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Mn.zoom.get=function(){return this._zoom},Mn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Mn.center.get=function(){return this._center},Mn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Mn.padding.get=function(){return this._edgeInsets.toJSON()},Mn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Mn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},An.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},An.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},An.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},An.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},An.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=wn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Tn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var m=u.pop(),g=m.x,v=m.y,y=m.fullyVisible;if(!y){var x=m.aabb.intersects(s);if(0===x)continue;y=2===x}var b=m.aabb.distanceX(o),_=m.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-m.zoom)-2;if(m.zoom===h||w>T&&m.zoom>=l)f.push({tileID:new t.OverscaledTileID(m.zoom===h?p:m.zoom,m.wrap,m.zoom,g,v),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-v])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(v<<1)+(k>>1);u.push({aabb:m.aabb.quadrant(k),zoom:m.zoom+1,x:A,y:M,wrap:m.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},An.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Mn.unmodified.get=function(){return this._unmodified},An.prototype.zoomScale=function(t){return Math.pow(2,t)},An.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},An.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},An.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Mn.point.get=function(){return this.project(this.center)},An.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},An.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},An.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},An.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},An.prototype.coordinateLocation=function(t){return t.toLngLat()},An.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,f=n[2]/a,h=u===f?0:(0-u)/(f-u);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,c,h)/this.worldSize)},An.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},An.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},An.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},An.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},An.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},An.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},An.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var m=p.y,g=c.y/2;m-g<a&&(i=a+g),m+g>o&&(i=o-g)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},An.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,u,c),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),m=Math.sin(this.angle),g=s-Math.round(s)+d*h+m*p,v=l-Math.round(l)+d*p+m*h,y=new Float64Array(f);if(t.translate(y,y,[g>.5?g-1:g,v>.5?v-1:v,0]),this.alignedProjMatrix=y,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},An.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},An.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},An.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(An.prototype,Mn);var Sn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};Sn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},Sn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},Sn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+u):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},Sn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},Sn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},Sn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var En={linearity:.3,easing:t.bezier(0,0,.3,1)},Ln=t.extend({deceleration:2500,maxSpeed:1400},En),Cn=t.extend({deceleration:20,maxSpeed:1400},En),Pn=t.extend({deceleration:1e3,maxSpeed:360},En),In=t.extend({deceleration:1e3,maxSpeed:90},En),On=function(t){this._map=t,this.clear()};function zn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Dn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}On.prototype.clear=function(){this._inertiaBuffer=[]},On.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},On.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},On.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Dn(r.pan.mag(),o,t.extend({},Ln,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,zn(s,l)}if(r.zoom){var c=Dn(r.zoom,o,Cn);s.zoom=this._map.transform.zoom+c.amount,zn(s,c)}if(r.bearing){var u=Dn(r.bearing,o,Pn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),zn(s,u)}if(r.pitch){var f=Dn(r.pitch,o,In);s.pitch=this._map.transform.pitch+f.amount,zn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Rn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Fn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Bn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Nn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Nn.prototype.reset=function(){delete this._mousedownPos},Nn.prototype.wheel=function(t){return this._firePreventable(new Bn(t.type,this._map,t))},Nn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseup=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.dblclick=function(t){return this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseover=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.mouseout=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.touchstart=function(t){return this._firePreventable(new Fn(t.type,this._map,t))},Nn.prototype.touchmove=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchend=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchcancel=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Nn.prototype.isEnabled=function(){return!0},Nn.prototype.isActive=function(){return!1},Nn.prototype.enable=function(){},Nn.prototype.disable=function(){};var jn=function(t){this._map=t};jn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},jn.prototype.mousemove=function(t){this._map.fire(new Rn(t.type,this._map,t))},jn.prototype.mousedown=function(){this._delayContextMenu=!0},jn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Rn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},jn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Rn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},jn.prototype.isEnabled=function(){return!0},jn.prototype.isActive=function(){return!1},jn.prototype.enable=function(){},jn.prototype.disable=function(){};var Un=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Vn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Un.prototype.isEnabled=function(){return!!this._enabled},Un.prototype.isActive=function(){return!!this._active},Un.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Un.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Un.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Un.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Un.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Un.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Un.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Un.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Hn=function(t){this.reset(),this.numTouches=t.numTouches};Hn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Hn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Vn(n,r)))},Hn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Vn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Hn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var qn=function(t){this.singleTap=new Hn(t),this.numTaps=t.numTaps,this.reset()};qn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},qn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},qn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},qn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Gn=function(){this._zoomIn=new qn({numTouches:1,numTaps:2}),this._zoomOut=new qn({numTouches:2,numTaps:1}),this.reset()};Gn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Gn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Gn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Gn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Gn.prototype.touchcancel=function(){this.reset()},Gn.prototype.enable=function(){this._enabled=!0},Gn.prototype.disable=function(){this._enabled=!1,this.reset()},Gn.prototype.isEnabled=function(){return this._enabled},Gn.prototype.isActive=function(){return this._active};var Yn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Yn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Yn.prototype._correctButton=function(t,e){return!1},Yn.prototype._move=function(t,e){return{}},Yn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Yn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Yn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Yn.prototype.enable=function(){this._enabled=!0},Yn.prototype.disable=function(){this._enabled=!1,this.reset()},Yn.prototype.isEnabled=function(){return this._enabled},Yn.prototype.isActive=function(){return this._active};var Wn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Yn),Xn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Zn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Jn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Jn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Jn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Jn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Jn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Vn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(){this.reset()};function Qn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}Kn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Kn.prototype._start=function(t){},Kn.prototype._move=function(t,e,r){return{}},Kn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Kn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=Qn(r,e,i),s=Qn(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},Kn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=Qn(n,e,a),l=Qn(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},Kn.prototype.touchcancel=function(){this.reset()},Kn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};function $n(t,e){return Math.log(t/e)/Math.LN2}var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs($n(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:$n(this._distance,r),pinchAround:e}},e}(Kn);function ei(t,e){return 180*t.angleWith(e)/Math.PI}var ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:ei(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=ei(t,this._startVector);return Math.abs(r)<e},e}(Kn);function ni(t){return Math.abs(t.y)>Math.abs(t.x)}var ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ni(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid){this._lastPoints=t,this._active=!0;return{pitchDelta:-.5*((n.y+i.y)/2)}}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ni(t)&&ni(e)&&a}},e}(Kn),ai={panStep:100,bearingStep:15,pitchStep:10},oi=function(){var t=ai;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function si(t){return t*(2-t)}oi.prototype.reset=function(){this._active=!1},oi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:si,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},oi.prototype.enable=function(){this._enabled=!0},oi.prototype.disable=function(){this._enabled=!1,this.reset()},oi.prototype.isEnabled=function(){return this._enabled},oi.prototype.isActive=function(){return this._active};var li=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};li.prototype.setZoomRate=function(t){this._defaultZoomRate=t},li.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},li.prototype.isEnabled=function(){return!!this._enabled},li.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},li.prototype.isZooming=function(){return!!this._zooming},li.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},li.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},li.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},li.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},li.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},li.prototype.renderFrame=function(){return this._onScrollFrame()},li.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},li.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},li.prototype.reset=function(){this._active=!1};var ci=function(t,e){this._clickZoom=t,this._tapZoom=e};ci.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},ci.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},ci.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},ci.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var ui=function(){this.reset()};ui.prototype.reset=function(){this._active=!1},ui.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},ui.prototype.enable=function(){this._enabled=!0},ui.prototype.disable=function(){this._enabled=!1,this.reset()},ui.prototype.isEnabled=function(){return this._enabled},ui.prototype.isActive=function(){return this._active};var fi=function(){this._tap=new qn({numTouches:1,numTaps:1}),this.reset()};fi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},fi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},fi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},fi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},fi.prototype.touchcancel=function(){this.reset()},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var hi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};hi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},hi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},hi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},hi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var pi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};pi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},pi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},pi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},pi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var di=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};di.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},di.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},di.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},di.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},di.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},di.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var mi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function vi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var yi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new On(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};yi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},yi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Nn(e,t));var n=e.boxZoom=new Un(e,t);this._add(\"boxZoom\",n);var i=new Gn,a=new ui;e.doubleClickZoom=new ci(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new fi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ii;this._add(\"touchPitch\",s);var l=new Xn(t),c=new Zn(t);e.dragRotate=new pi(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Wn(t),f=new Jn(t);e.dragPan=new hi(r,u,f),this._add(\"mousePan\",u),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new ri,p=new ti;e.touchZoomRotate=new di(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new li(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var m=e.keyboard=new oi;this._add(\"keyboard\",m),this._add(\"blockableMapEvent\",new jn(e));for(var g=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<v.length;g+=1){var y=v[g];t.interactive&&t[y]&&e[y].enable(t[y])}},yi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},yi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1){e[t].handler.reset()}this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},yi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1){if(e[t].handler.isActive())return!0}return!1},yi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},yi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},yi.prototype.isMoving=function(){return Boolean(mi(this._eventsInProgress))||this.isZooming()},yi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},yi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},yi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},yi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var m=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(m=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,m,h,n),m&&m.needsRenderFrame&&this._triggerRenderFrame()),(m||p.isActive())&&(o[h]=p)}}var g={};for(var v in this._previousActiveHandlers)o[v]||(g[v]=n);this._previousActiveHandlers=o,(Object.keys(g).length||vi(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||vi(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},yi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},yi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},yi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!vi(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},yi.prototype._fireEvents=function(e,r){var n=this,i=mi(this._eventsInProgress),a=mi(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var c in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(c,o[c]);for(var u in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[u].originalEvent;this._fireEvent(u,f)}var h,p={};for(var d in this._eventsInProgress){var m=this._eventsInProgress[d],g=m.handlerName,v=m.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||v,p[d+\"end\"]=h)}for(var y in p)this._fireEvent(y,p[y]);var x=mi(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},yi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new gi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var xi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),m=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/m.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/m.y;if(!(v<0||g<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(g,v)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(w)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),m=i.pointLocation(d),g=t.LngLat.convert(e.center||m);this._normalizeCenter(g);var v,y,x=i.project(m),b=i.project(g).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var m=i.zoomScale(i.zoom-a),g=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(m));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),m=t.Point.convert(e.offset),g=a.centerPoint.add(m),v=a.pointLocation(g),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return C(P)/C(P+_*t)},O=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,O=function(){return 0},I=function(t){return Math.exp(D*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/I(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),g=a.centerPoint.add(m));var v=1===e?y:a.unproject(x.add(b.mult(O(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),bi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};bi.prototype.getDefaultPosition=function(){return\"bottom-right\"},bi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},bi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},bi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},bi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},bi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},bi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var _i=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};_i.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},_i.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},_i.prototype.getDefaultPosition=function(){return\"bottom-left\"},_i.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},_i.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t){if(t[e].getSource().mapbox_logo)return!0}return!1}},_i.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var wi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};wi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},wi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},wi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},wi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ti={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},ki=t.window.HTMLImageElement,Ai=t.window.HTMLElement,Mi=t.window.ImageBitmap,Si={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ei=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Si,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new An(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new wi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ti,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Ai))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new yi(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new Sn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new bi({customAttribution:e.customAttribution})),this.addControl(new _i,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Rn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Rn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Rn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof ki||Mi&&r instanceof Mi){var c=t.browser.getImageData(r),u=c.width,f=c.height,h=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,m=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(m)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof ki||Mi&&r instanceof Mi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof ki||Mi&&r instanceof Mi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new _n(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1){r[e].onRemove(this)}this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Li(this._canvasContainer),Li(this._controlContainer),Li(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(xi);function Li(t){t.parentNode&&t.parentNode.removeChild(t)}var Ci={showCompass:!0,showZoom:!0,visualizePitch:!1},Pi=function(e){var n=this;this.options=t.extend({},Ci,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Pi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Pi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Pi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ii(this._map,this._compass,this.options.visualizePitch)),this._container},Pi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Pi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Pi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ii=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Xn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Zn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Oi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ii.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ii.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ii.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ii.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ii.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ii.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ii.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ii.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ii.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var zi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Di(t,e,r){var n=t.classList;for(var i in zi)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Ri,Fi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<f.length;u+=1){var h=f[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");m.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(m);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(g),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Di(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,zi[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Bi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Ni=0,ji=!1,Ui=function(e){function n(r){e.call(this),this.options=t.extend({},Bi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Ri?n(Ri):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Ri=\"denied\"!==t.state,n(Ri)})):(Ri=!!t.window.navigator.geolocation,n(Ri)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ni=0,ji=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&ji)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Fi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Fi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ni--,ji=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ni>1?(e={maximumAge:6e5,timeout:0},ji=!0):(e=this.options.positionOptions,ji=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Vi={maxWidth:100,unit:\"metric\"},Hi=function(e){this.options=t.extend({},Vi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;if(l>5280)Gi(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\"));else Gi(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else if(r&&\"nautical\"===r.unit){Gi(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\"))}else s>=1e3?Gi(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Gi(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Gi(t,e,r,n){var i,a,o,s=(i=r,a=Math.pow(10,(\"\"+Math.floor(i)).length-1),o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o),a*o),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Hi.prototype.getDefaultPosition=function(){return\"bottom-left\"},Hi.prototype._onMove=function(){qi(this._map,this._container,this.options)},Hi.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Hi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Hi.prototype.setUnit=function(t){this.options.unit=t,qi(this._map,this._container,this.options)};var Yi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Yi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Yi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Yi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Yi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Yi.prototype._isFullscreen=function(){return this._fullscreen},Yi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Yi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Wi={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Xi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Wi),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this,i=this._lngLat||this._trackPointer;if(this._map&&i&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),o=this.options.anchor,s=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,\"top-left\":i,\"top-right\":i,bottom:i,\"bottom-left\":i,\"bottom-right\":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!o){var l,c=this._container.offsetWidth,u=this._container.offsetHeight;l=a.y+s.bottom.y<u?[\"top\"]:a.y>this._map.transform.height-u?[\"bottom\"]:[],a.x<c/2?l.push(\"left\"):a.x>this._map.transform.width-c/2&&l.push(\"right\"),o=0===l.length?\"bottom\":l.join(\"-\")}var f=a.add(s[o]).round();r.setTransform(this._container,zi[o]+\" translate(\"+f.x+\"px,\"+f.y+\"px)\"),Di(this._container,o,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);var Zi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ei,NavigationControl:Pi,GeolocateControl:Ui,AttributionControl:bi,ScaleControl:Hi,FullscreenControl:Yi,Popup:Xi,Marker:Fi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(zt)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(zt),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Zi})),r}))},{}],240:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],241:[function(t,e,r){\"use strict\";e.exports=function(t,e){e||(e=t,t=window);var r=0,i=0,a=0,o={shift:!1,alt:!1,control:!1,meta:!1},s=!1;function l(t){var e=!1;return\"altKey\"in t&&(e=e||t.altKey!==o.alt,o.alt=!!t.altKey),\"shiftKey\"in t&&(e=e||t.shiftKey!==o.shift,o.shift=!!t.shiftKey),\"ctrlKey\"in t&&(e=e||t.ctrlKey!==o.control,o.control=!!t.ctrlKey),\"metaKey\"in t&&(e=e||t.metaKey!==o.meta,o.meta=!!t.metaKey),e}function c(t,s){var c=n.x(s),u=n.y(s);\"buttons\"in s&&(t=0|s.buttons),(t!==r||c!==i||u!==a||l(s))&&(r=0|t,i=c||0,a=u||0,e&&e(r,i,a,o))}function u(t){c(0,t)}function f(){(r||i||a||o.shift||o.alt||o.meta||o.control)&&(i=a=0,r=0,o.shift=o.alt=o.control=o.meta=!1,e&&e(0,0,0,o))}function h(t){l(t)&&e&&e(r,i,a,o)}function p(t){0===n.buttons(t)?c(0,t):c(r,t)}function d(t){c(r|n.buttons(t),t)}function m(t){c(r&~n.buttons(t),t)}function g(){s||(s=!0,t.addEventListener(\"mousemove\",p),t.addEventListener(\"mousedown\",d),t.addEventListener(\"mouseup\",m),t.addEventListener(\"mouseleave\",u),t.addEventListener(\"mouseenter\",u),t.addEventListener(\"mouseout\",u),t.addEventListener(\"mouseover\",u),t.addEventListener(\"blur\",f),t.addEventListener(\"keyup\",h),t.addEventListener(\"keydown\",h),t.addEventListener(\"keypress\",h),t!==window&&(window.addEventListener(\"blur\",f),window.addEventListener(\"keyup\",h),window.addEventListener(\"keydown\",h),window.addEventListener(\"keypress\",h)))}g();var v={element:t};return Object.defineProperties(v,{enabled:{get:function(){return s},set:function(e){e?g():function(){if(!s)return;s=!1,t.removeEventListener(\"mousemove\",p),t.removeEventListener(\"mousedown\",d),t.removeEventListener(\"mouseup\",m),t.removeEventListener(\"mouseleave\",u),t.removeEventListener(\"mouseenter\",u),t.removeEventListener(\"mouseout\",u),t.removeEventListener(\"mouseover\",u),t.removeEventListener(\"blur\",f),t.removeEventListener(\"keyup\",h),t.removeEventListener(\"keydown\",h),t.removeEventListener(\"keypress\",h),t!==window&&(window.removeEventListener(\"blur\",f),window.removeEventListener(\"keyup\",h),window.removeEventListener(\"keydown\",h),window.removeEventListener(\"keypress\",h))}()},enumerable:!0},buttons:{get:function(){return r},enumerable:!0},x:{get:function(){return i},enumerable:!0},y:{get:function(){return a},enumerable:!0},mods:{get:function(){return o},enumerable:!0}}),v};var n=t(\"mouse-event\")},{\"mouse-event\":243}],242:[function(t,e,r){var n={left:0,top:0};e.exports=function(t,e,r){e=e||t.currentTarget||t.srcElement,Array.isArray(r)||(r=[0,0]);var i=t.clientX||0,a=t.clientY||0,o=(s=e,s===window||s===document||s===document.body?n:s.getBoundingClientRect());var s;return r[0]=i-o.left,r[1]=a-o.top,r}},{}],243:[function(t,e,r){\"use strict\";function n(t){return t.target||t.srcElement||window}r.buttons=function(t){if(\"object\"==typeof t){if(\"buttons\"in t)return t.buttons;if(\"which\"in t){if(2===(e=t.which))return 4;if(3===e)return 2;if(e>0)return 1<<e-1}else if(\"button\"in t){var e;if(1===(e=t.button))return 4;if(2===e)return 2;if(e>=0)return 1<<e}}return 0},r.element=n,r.x=function(t){if(\"object\"==typeof t){if(\"offsetX\"in t)return t.offsetX;var e=n(t).getBoundingClientRect();return t.clientX-e.left}return 0},r.y=function(t){if(\"object\"==typeof t){if(\"offsetY\"in t)return t.offsetY;var e=n(t).getBoundingClientRect();return t.clientY-e.top}return 0}},{}],244:[function(t,e,r){\"use strict\";var n=t(\"to-px\");e.exports=function(t,e,r){\"function\"==typeof t&&(r=!!e,e=t,t=window);var i=n(\"ex\",t),a=function(t){r&&t.preventDefault();var n=t.deltaX||0,a=t.deltaY||0,o=t.deltaZ||0,s=1;switch(t.deltaMode){case 1:s=i;break;case 2:s=window.innerHeight}if(a*=s,o*=s,(n*=s)||a||o)return e(n,a,o,t)};return t.addEventListener(\"wheel\",a),a}},{\"to-px\":314}],245:[function(t,e,r){(function(t,r){(function(){\n",
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       "/*\n",
       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
       " * @license MIT\n",
       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
       " */\n",
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r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var u=[];function f(t){var e=[c(t.region,!1)];u.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return c(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return u.length<=0?{type:\"Polygon\",coordinates:[]}:1==u.length?{type:\"Polygon\",coordinates:u[0]}:{type:\"MultiPolygon\",coordinates:u}}};e.exports=n},{}],258:[function(t,e,r){var n=t(\"./linked-list\");e.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return function(t,r,n,i,a,o){var s=e.pointsCompare(r,a);return 0!==s?s:e.pointsSame(n,o)?0:t!==i?t?1:-1:e.pointAboveOrOnLine(n,i?a:o,i?o:a)?1:-1}(t.isStart,t.pt,r,n.isStart,n.pt,n.other.pt)<0}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function c(i,o){var s=n.create();function c(t){return s.findTransition((function(r){var n,i,a,o,s,l;return(n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function u(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,c=a.start,u=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,c,u);if(!1===f){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var h=e.pointsSame(o,c),p=e.pointsSame(s,u);if(h&&p)return n;var d=!h&&e.pointBetween(o,c,u),m=!p&&e.pointBetween(s,c,u);if(h)return m?l(n,s):l(t,u),n;d&&(p||(m?l(n,s):l(t,u)),l(n,o))}else 0===f.alongA&&(-1===f.alongB?l(t,c):0===f.alongB?l(t,f.pt):1===f.alongB&&l(t,u)),0===f.alongB&&(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&&l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&&r.vert(h.pt[0]),h.isStart){r&&r.segmentNew(h.seg,h.primary);var p=c(h),d=p.before?p.before.ev:null,m=p.after?p.after.ev:null;function g(){if(d){var t=u(h,d);if(t)return t}return!!m&&u(h,m)}r&&r.tempStatus(h.seg,!!d&&d.seg,!!m&&m.seg);var v,y=g();if(y){var x;if(t)(x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&&(y.seg.myFill.above=!y.seg.myFill.above);else y.seg.otherFill=h.seg.myFill;r&&r.segmentUpdate(y.seg),h.other.remove(),h.remove()}if(a.getHead()!==h){r&&r.rewind(h.seg);continue}if(t)x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=m?m.seg.myFill.above:i,h.seg.myFill.above=x?!h.seg.myFill.below:h.seg.myFill.below;else if(null===h.seg.otherFill)v=m?h.primary===m.primary?m.seg.otherFill.above:m.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:v,below:v};r&&r.status(h.seg,!!d&&d.seg,!!m&&m.seg),h.other.status=p.insert(n.node({ev:h}))}else{var b=h.status;if(null===b)throw new Error(\"PolyBool: Zero-length segment detected; your epsilon is probably too small or too large\");if(s.exists(b.prev)&&s.exists(b.next)&&u(b.prev.ev,b.next.ev),r&&r.statusRemove(b.ev.seg),b.remove(),!h.primary){var _=h.seg.myFill;h.seg.myFill=h.seg.otherFill,h.seg.otherFill=_}f.push(h.seg)}a.getHead().remove()}return r&&r.done(),f}return t?{addRegion:function(t){for(var n,i,a,o=t[t.length-1],l=0;l<t.length;l++){n=o,o=t[l];var c=e.pointsCompare(n,o);0!==c&&s((i=c<0?n:o,a=c<0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return c(t,!1)}}:{calculate:function(t,e,r,n){return t.forEach((function(t){s(i(t.start,t.end,t),!0)})),r.forEach((function(t){s(i(t.start,t.end,t),!1)})),c(e,n)}}}},{\"./linked-list\":259}],259:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&&e!==t.root},isEmpty:function(){return null===t.root.next},getHead:function(){return t.root.next},insertBefore:function(e,r){for(var n=t.root,i=t.root.next;null!==i;){if(r(i))return e.prev=i.prev,e.next=i,i.prev.next=e,void(i.prev=e);n=i,i=i.next}n.next=e,e.prev=n,e.next=null},findTransition:function(e){for(var r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return t.prev=r,t.next=n,r.next=t,null!==n&&(n.prev=t),t}}}};return t},node:function(t){return t.prev=null,t.next=null,t.remove=function(){t.prev.next=t.next,t.next&&(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},{}],260:[function(t,e,r){e.exports=function(t,e,r){var n=[],i=[];return t.forEach((function(t){var a=t.start,o=t.end;if(e.pointsSame(a,o))console.warn(\"PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large\");else{r&&r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},c=s,u=0;u<n.length;u++){var f=(g=n[u])[0],h=(g[1],g[g.length-1]);g[g.length-2];if(e.pointsSame(f,a)){if(k(u,!0,!0))break}else if(e.pointsSame(f,o)){if(k(u,!0,!1))break}else if(e.pointsSame(h,a)){if(k(u,!1,!0))break}else if(e.pointsSame(h,o)&&k(u,!1,!1))break}if(c===s)return n.push([a,o]),void(r&&r.chainNew(a,o));if(c===l){r&&r.chainMatch(s.index);var p=s.index,d=s.matches_pt1?o:a,m=s.matches_head,g=n[p],v=m?g[0]:g[g.length-1],y=m?g[1]:g[g.length-2],x=m?g[g.length-1]:g[0],b=m?g[g.length-2]:g[1];return e.pointsCollinear(y,v,d)&&(m?(r&&r.chainRemoveHead(s.index,d),g.shift()):(r&&r.chainRemoveTail(s.index,d),g.pop()),v=y),e.pointsSame(x,d)?(n.splice(p,1),e.pointsCollinear(b,x,v)&&(m?(r&&r.chainRemoveTail(s.index,v),g.pop()):(r&&r.chainRemoveHead(s.index,v),g.shift())),r&&r.chainClose(s.index),void i.push(g)):void(m?(r&&r.chainAddHead(s.index,d),g.unshift(d)):(r&&r.chainAddTail(s.index,d),g.push(d)))}var _=s.index,w=l.index;r&&r.chainConnect(_,w);var T=n[_].length<n[w].length;s.matches_head?l.matches_head?T?(A(_),M(_,w)):(A(w),M(w,_)):M(w,_):l.matches_head?M(_,w):T?(A(_),M(w,_)):(A(w),M(_,w))}function k(t,e,r){return c.index=t,c.matches_head=e,c.matches_pt1=r,c===s?(c=l,!1):(c=null,!0)}function A(t){r&&r.chainReverse(t),n[t].reverse()}function M(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],261:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return n(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],e)}};e.exports=i},{}],262:[function(t,e,r){\"use strict\";var n=t(\"stream\").Transform,i=t(\"stream-parser\");function a(){n.call(this,{readableObjectMode:!0})}function o(t,e,r){Error.call(this),Error.captureStackTrace?Error.captureStackTrace(this,this.constructor):this.stack=(new Error).stack||\"\",this.name=this.constructor.name,this.message=t,e&&(this.code=e),r&&(this.statusCode=r)}a.prototype=Object.create(n.prototype),a.prototype.constructor=a,i(a.prototype),r.ParserStream=a,r.sliceEq=function(t,e,r){for(var n=e,i=0;i<r.length;)if(t[n++]!==r[i++])return!1;return!0},r.str2arr=function(t,e){var r=[],n=0;if(e&&\"hex\"===e)for(;n<t.length;)r.push(parseInt(t.slice(n,n+2),16)),n+=2;else for(;n<t.length;n++)r.push(255&t.charCodeAt(n));return r},r.readUInt16LE=function(t,e){return t[e]|t[e+1]<<8},r.readUInt16BE=function(t,e){return t[e+1]|t[e]<<8},r.readUInt32LE=function(t,e){return t[e]|t[e+1]<<8|t[e+2]<<16|16777216*t[e+3]},r.readUInt32BE=function(t,e){return t[e+3]|t[e+2]<<8|t[e+1]<<16|16777216*t[e]},o.prototype=Object.create(Error.prototype),o.prototype.constructor=o,r.ProbeError=o},{stream:285,\"stream-parser\":301}],263:[function(t,e,r){\"use strict\";function n(t,e){var r=new Error(t);return r.code=e,r}function i(t){try{return decodeURIComponent(escape(t))}catch(e){return t}}function a(t,e,r){this.input=t.subarray(e,r),this.start=e;var i=String.fromCharCode.apply(null,this.input.subarray(0,4));if(\"II*\\0\"!==i&&\"MM\\0*\"!==i)throw n(\"invalid TIFF signature\",\"EBADDATA\");this.big_endian=\"M\"===i[0]}a.prototype.each=function(t){this.aborted=!1;var e=this.read_uint32(4);for(this.ifds_to_read=[{id:0,offset:e}];this.ifds_to_read.length>0&&!this.aborted;){var r=this.ifds_to_read.shift();r.offset&&this.scan_ifd(r.id,r.offset,t)}},a.prototype.read_uint16=function(t){var e=this.input;if(t+2>e.length)throw n(\"unexpected EOF\",\"EBADDATA\");return this.big_endian?256*e[t]+e[t+1]:e[t]+256*e[t+1]},a.prototype.read_uint32=function(t){var e=this.input;if(t+4>e.length)throw n(\"unexpected EOF\",\"EBADDATA\");return this.big_endian?16777216*e[t]+65536*e[t+1]+256*e[t+2]+e[t+3]:e[t]+256*e[t+1]+65536*e[t+2]+16777216*e[t+3]},a.prototype.is_subifd_link=function(t,e){return 0===t&&34665===e||0===t&&34853===e||34665===t&&40965===e},a.prototype.exif_format_length=function(t){switch(t){case 1:case 2:case 6:case 7:return 1;case 3:case 8:return 2;case 4:case 9:case 11:return 4;case 5:case 10:case 12:return 8;default:return 0}},a.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return r=this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return r=this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return r=this.read_uint32(e);case 9:return 0|(r=this.read_uint32(e));case 5:case 10:case 11:case 12:case 7:default:return null}},a.prototype.scan_ifd=function(t,e,r){var a=this.read_uint16(e);e+=2;for(var o=0;o<a;o++){var s=this.read_uint16(e),l=this.read_uint16(e+2),c=this.read_uint32(e+4),u=this.exif_format_length(l),f=c*u,h=f<=4?e+8:this.read_uint32(e+8),p=!1;if(h+f>this.input.length)throw n(\"unexpected EOF\",\"EBADDATA\");for(var d=[],m=h,g=0;g<c;g++,m+=u){var v=this.exif_format_read(l,m);if(null===v){d=null;break}d.push(v)}if(Array.isArray(d)&&2===l&&(d=i(String.fromCharCode.apply(null,d)))&&\"\\0\"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===r({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:c,entry_offset:e+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);e+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(e)})},e.exports.ExifParser=a,e.exports.get_orientation=function(t){var e=0;try{return new a(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},{}],264:[function(t,e,r){\"use strict\";var n=t(\"./common\").readUInt16BE,i=t(\"./common\").readUInt32BE;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return t.length<r+e||r<8?null:{boxtype:String.fromCharCode.apply(null,t.slice(e+4,e+8)),data:t.slice(e+8,e+r),end:e+r}}function o(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;switch(n.boxtype){case\"ispe\":e.sizes.push({width:i(n.data,4),height:i(n.data,8)});break;case\"irot\":e.transforms.push({type:\"irot\",value:3&n.data[0]});break;case\"imir\":e.transforms.push({type:\"imir\",value:1&n.data[0]})}r=n.end}}function s(t,e,r){for(var n=0,i=0;i<r;i++)n=256*n+(t[e+i]||0);return n}function l(t,e){for(var r=t[4]>>4&15,i=15&t[4],a=t[5]>>4&15,o=n(t,6),l=8,c=0;c<o;c++){var u=n(t,l),f=n(t,l+=2),h=s(t,l+=2,a),p=n(t,l+=a);if(l+=2,0===f&&1===p){var d=s(t,l,r),m=s(t,l+r,i);e.item_loc[u]={length:m,offset:d+h}}l+=p*(r+i)}}function c(t,e){for(var r=n(t,4),i=6,o=0;o<r;o++){var s=a(t,i);if(!s)break;if(\"infe\"===s.boxtype){for(var l=n(s.data,4),c=\"\",u=8;u<s.data.length&&s.data[u];u++)c+=String.fromCharCode(s.data[u]);e.item_inf[c]=l}i=s.end}}function u(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;\"ipco\"===n.boxtype&&o(n.data,e),r=n.end}}e.exports.unbox=a,e.exports.readSizeFromMeta=function(t){var e={sizes:[],transforms:[],item_inf:{},item_loc:{}};if(function(t,e){for(var r=4;;){var n=a(t,r);if(!n)break;\"iprp\"===n.boxtype&&u(n.data,e),\"iloc\"===n.boxtype&&l(n.data,e),\"iinf\"===n.boxtype&&c(n.data,e),r=n.end}}(t,e),e.sizes.length){var r,n,i,o=(r=e.sizes,n=r.reduce((function(t,e){return t.width>e.width||t.width===e.width&&t.height>e.height?t:e})),i=r.reduce((function(t,e){return t.height>e.height||t.height===e.height&&t.width>e.width?t:e})),n.width>i.height||n.width===i.height&&n.height>i.width?n:i),s=1;e.transforms.forEach((function(t){var e={1:6,2:5,3:8,4:7,5:4,6:3,7:2,8:1},r={1:4,2:3,3:2,4:1,5:6,6:5,7:8,8:7};if(\"imir\"===t.type&&(s=0===t.value?r[s]:e[s=e[s=r[s]]]),\"irot\"===t.type)for(var n=0;n<t.value;n++)s=e[s]}));var f=null;return e.item_inf.Exif&&(f=e.item_loc[e.item_inf.Exif]),{width:o.width,height:o.height,orientation:e.transforms.length?s:null,variants:e.sizes,exif_location:f}}},e.exports.getMimeType=function(t){var e=String.fromCharCode.apply(null,t.slice(0,4)),r={};r[e]=!0;for(var 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h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":71,\"color-normalize\":89,\"flatten-vertex-data\":191,\"object-assign\":247,\"pick-by-alias\":253,\"to-float32\":313,\"update-diff\":329}],280:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),i=t(\"array-bounds\"),a=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),f=t(\"to-float32\"),h=f.float32,p=f.fract32,d=t(\"es6-weak-map\"),m=t(\"parse-rect\"),g=t(\"array-find-index\");function v(t,e){if(!(this instanceof v))return new v(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * 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t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},v.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<v.maxLines&&(d.depth=2*(v.maxLines-1-f%v.maxLines)/v.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=m(t.viewport)),d.viewport||(d.viewport=m([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var y,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),y=new Float64Array(2*x);for(var w=0;w<x;w++)y[2*w]=b[w],y[2*w+1]=_[w]}else y=l(t.positions,\"float64\"),x=d.count=Math.floor(y.length/2);var T=d.bounds=i(y,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=y[2*S],P=y[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=y[2*M],P=y[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var I=Object.keys(A).map(Number).sort((function(t,e){return t-e})),O=[],z=0,D=null!=d.hole?d.hole[0]:null;if(null!=D){var R=g(I,(function(t){return t>=D}));(I=I.slice(0,R)).push(D)}for(var F=function(t){var e=k.slice(2*z,2*I[t]).concat(D?k.slice(2*D):[]),r=(d.hole||[]).map((function(e){return e-D+(I[t]-z)})),n=c(e,r);n=n.map((function(e){return e+z+(e+z<I[t]?0:D-I[t])})),O.push.apply(O,n),z=I[t]+1},B=0;B<I.length;B++)F(B);for(var N=0,j=O.length;N<j;N++)null!=A[O[N]]&&(O[N]=A[O[N]]);d.triangles=O}else{for(var U=c(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(y);u(q,2,T);var G=new 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at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*v.dashMult*.5;ot<st;++ot)$[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:$,width:$.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=d.count,ct=t.color;ct||(ct=\"transparent\");var ut=new Uint8Array(4*lt+4);if(Array.isArray(ct)&&\"number\"!=typeof ct[0]){for(var ft=0;ft<lt;ft++){var ht=n(ct[ft],\"uint8\");ut.set(ht,4*ft)}ut.set(n(ct[0],\"uint8\"),4*lt)}else for(var pt=n(ct,\"uint8\"),dt=0;dt<lt+1;dt++)ut.set(pt,4*dt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ut})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var y=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&y.push(this.passes[x]);return this.passes=y,this}},v.prototype.destroy=function(){return 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o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return 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mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=f({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),g&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),m=0;m<r.length;m++){var g=r[m];d[g]=p?p[g]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=f({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var g=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),g+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),g+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=m(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=v.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:v.fract32(t,p),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var f={data:a[u],type:\"uint8\",usage:\"static\"};i[u]?i[u](f):i[u]=o.buffer(f),i[u].data=a[u]}}else{i[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),g){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);A({data:M,usage:\"dynamic\"})}if(x){var E,L=n,C=L.count,P=L.color,I=L.borderColor,O=L.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*C);for(var z=0;z<C;z++){var D=P[z];E[8*z]=h[4*D],E[8*z+1]=h[4*D+1],E[8*z+2]=h[4*D+2],E[8*z+3]=h[4*D+3];var R=I[z];E[8*z+4]=h[4*R],E[8*z+5]=h[4*R+1],E[8*z+6]=h[4*R+2],E[8*z+7]=h[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}O({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)a.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)a.push(t.subarray(l,l+4));t=a}for(var u=0;u<t.length;u++){var f=t[u];f=s(f,\"uint8\");var h=c(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[u]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"@plotly/point-cluster\":59,\"array-bounds\":71,\"color-id\":87,\"color-normalize\":89,\"flatten-vertex-data\":191,glslify:227,\"is-iexplorer\":233,\"object-assign\":247,\"parse-rect\":249,\"pick-by-alias\":253,\"to-float32\":313,\"update-diff\":329}],282:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"pick-by-alias\"),a=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag showDiagonal\",upper:\"upper up top upperhalf upperHalf showupperhalf showUpper showUpperHalf\",lower:\"lower low bottom lowerhalf lowerHalf showlowerhalf showLowerHalf showLower\"}),s=this.traces[t]||(this.traces[t]={id:t,buffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var u=0;u<s.columns;u++)s.bounds[u]=a(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var m=s.columns,g=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/m,w=y/m;s.passes=[];for(var T=0;T<m;T++)for(var k=0;k<m;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:m},y:{buffer:s.buffer,offset:T,count:g,stride:m}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],I=E[3];M.viewport=[x+L*v+S[0],b+C*y+S[1],x+P*v-S[2],b+I*y-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var c=e[i],u=this.traces[i],f=u.passes,h=u.passOffset;f=f.map((function(t,e){n[h+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return 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e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},{\"../main\":346,\"object-assign\":247}],335:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=a},{\"../main\":346,\"object-assign\":247}],337:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),t=t<=0?t+1:t,(r=i.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},{\"../main\":346,\"object-assign\":247}],338:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},{\"../main\":346,\"object-assign\":247}],339:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{\"../main\":346,\"object-assign\":247}],340:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");i(a.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidMonth);(t=i.year())<0&&t++;for(var a=i.day(),s=1;s<i.month();s++)a+=this.daysPerMonth[s-1];return a+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=a},{\"../main\":346,\"object-assign\":247}],341:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),void 0===this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),void 0===this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":346,\"object-assign\":247}],344:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return a.leapYear(t)},weekOfYear:function(t,e,r){var i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":346,\"object-assign\":247}],345:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\\{0\\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=t(\"object-assign\");function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=a(t.layout,\"annotations\",h[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r<u.length;r++)(s=a(t.layout,\"annotations\",h[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(f,s.getUpdateObj());return i.call(\"update\",t,{},f)}}},{\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../../registry\":638}],352:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\");e.exports=function(t,e,r,a){a(\"opacity\");var o=a(\"bgcolor\"),s=a(\"bordercolor\"),l=i.opacity(s);a(\"borderpad\");var c=a(\"borderwidth\"),u=a(\"showarrow\");if(a(\"text\",u?\" \":r._dfltTitle.annotation),a(\"textangle\"),n.coerceFont(a,\"font\",r.font),a(\"width\"),a(\"align\"),a(\"height\")&&a(\"valign\"),u){var f,h,p=a(\"arrowside\");-1!==p.indexOf(\"end\")&&(f=a(\"arrowhead\"),h=a(\"arrowsize\")),-1!==p.indexOf(\"start\")&&(a(\"startarrowhead\",f),a(\"startarrowsize\",h)),a(\"arrowcolor\",l?e.bordercolor:i.defaultLine),a(\"arrowwidth\",2*(l&&c||1)),a(\"standoff\"),a(\"startstandoff\")}var d=a(\"hovertext\"),m=r.hoverlabel||{};if(d){var g=a(\"hoverlabel.bgcolor\",m.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a(\"hoverlabel.bordercolor\",m.bordercolor||i.contrast(g));n.coerceFont(a,\"hoverlabel.font\",{family:m.font.family,size:m.font.size,color:m.font.color||v})}a(\"captureevents\",!!d)}},{\"../../lib\":503,\"../color\":366}],353:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c=\"annotations[\"+h+\"].\",l[f+\"ref\"]===e._id&&p(f),l[\"a\"+f+\"ref\"]===e._id&&p(\"a\"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{\"../../lib/to_log_range\":531,\"fast-isnumeric\":190}],354:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),c=a(\"clicktoshow\");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var m=f[d],g=i.coerceRef(t,e,p,m,\"\",\"paper\");if(\"paper\"!==g)i.getFromId(p,g)._annIndices.push(e._index);if(i.coercePosition(e,p,a,g,m,.5),u){var v=\"a\"+m,y=i.coerceRef(t,e,p,v,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==y&&y!==g&&(y=e[v]=\"pixel\");var 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r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+\"ref\"],s=-1!==r.indexOf(\"y\"),c=\"domain\"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b=\"annotation-\"+a,_=a+\".annotations\"):(b=\"annotation\",_=\"annotations\");var A=m(t.layout,_,e),M=A.modifyBase,S=A.modifyItem,E=A.getUpdateObj;w._infolayer.selectAll(\".\"+b+'[data-index=\"'+r+'\"]').remove();var L=\"clip\"+w._uid+\"_ann\"+r;if(e._input&&!1!==e.visible){var C={x:{},y:{}},P=+e.textangle||0,I=w._infolayer.append(\"g\").classed(b,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),O=I.append(\"g\").classed(\"annotation-text-g\",!0),z=k[e.showarrow?\"annotationTail\":\"annotationPosition\"],D=e.captureevents||k.annotationText||z,R=O.append(\"g\").style(\"pointer-events\",D?\"all\":null).call(p,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",Y(n.event))}));e.hovertext&&R.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+L).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,H).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),m=u.bBox((f?n:G).node()),b=m.width,_=m.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),H=Math.round(D+2*N);function q(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:v,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt=\"domain\"===ht;\"x\"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var mt=e[\"a\"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);\"domain\"===gt?(\"y\"===et&&(mt=1-mt),ft.tail=it._offset+it._length*mt):\"paper\"===gt?\"y\"===et?(mt=1-mt,ft.tail=T.t+T.h*mt):ft.tail=T.l+T.w*mt:ft.tail=it._offset+it.r2p(mt),K=tt}else ft.tail=J+mt,K=tt+mt;ft.text=ft.tail+tt;var vt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),\"pixel\"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*q($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(W)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?L:null,t);else{var wt=N+_t-m.top,Tt=N+bt-m.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?L:null,t)}V.select(\"rect\").call(u.setRect,N,N,A,D),j.call(u.setRect,F/2,F/2,B-F,H-F),R.call(u.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),O.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){I.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,m=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,m,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),z=+j.attr(\"height\"),D=m-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=I.append(\"g\").style({opacity:c.opacity(H)}).classed(\"annotation-arrow-g\",!0),Y=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(H));if(g(Y,q,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var J,K,Q=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-W)+\",\"+(p-X),transform:s(W,X)}).style(\"stroke-width\",V+6+\"px\").call(c.stroke,\"rgba(0,0,0,0)\").call(c.fill,\"rgba(0,0,0,0)\");d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);J=t.x,K=t.y,v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S(\"x\",y(v,t,\"x\",T,e)),S(\"y\",y(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",y(v,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",y(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),O.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}};if(e.showarrow&&At(0,0),z)d.init({element:R.node(),gd:t,prepFn:function(){kt=O.attr(\"transform\")},moveFn:function(t,r){var n=\"pointer\";if(e.showarrow)e.axref===e.xref?S(\"ax\",y(v,t,\"ax\",T,e)):S(\"ax\",e.ax+t),e.ayref===e.yref?S(\"ay\",y(x,r,\"ay\",T.w,e)):S(\"ay\",e.ay+r),At(t,r);else{if(a)return;var i,o;if(v)i=y(v,t,\"x\",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=y(x,r,\"y\",T,e);else{var u=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(f-r/T.h,u,0,1,e.yanchor)}S(\"x\",i),S(\"y\",o),v&&x||(n=d.getCursor(v?.5:i,x?.5:o,e.xanchor,e.yanchor))}O.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit(\"plotly_clickannotation\",Y(n))},doneFn:function(){p(R),i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:x}},{\"../../lib\":503,\"../../lib/setcursor\":524,\"../../lib/svg_text_utils\":529,\"../../plot_api/plot_template\":543,\"../../plots/cartesian/axes\":554,\"../../plots/plots\":619,\"../../registry\":638,\"../color\":366,\"../dragelement\":385,\"../drawing\":388,\"../fx\":406,\"./draw_arrow_head\":356,\"@plotly/d3\":58}],356:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../color\"),a=t(\"./arrow_paths\"),o=t(\"../../lib\"),s=o.strScale,l=o.strRotate,c=o.strTranslate;e.exports=function(t,e,r){var o,u,f,h,p=t.node(),d=a[r.arrowhead||0],m=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),v=(r.arrowwidth||1)*(r.startarrowsize||1),y=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*g+r.standoff,_=m.backoff*v+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},u={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-u.x,T=o.y-u.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void z();if(b){if(b*b>w*w+T*T)return void z();var k=b*Math.cos(f),A=b*Math.sin(f);u.x+=k,u.y+=A,t.attr({x2:u.x,y2:u.y})}if(_){if(_*_>w*w+T*T)return void z();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),L=\"\";if(E<b+_)return void z();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L=\"0px,\"+_+\"px,\";var 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n=t(\"@plotly/d3\"),i=t(\"tinycolor2\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../plots/cartesian/axes\"),l=t(\"../dragelement\"),c=t(\"../../lib\"),u=c.strTranslate,f=t(\"../../lib/extend\").extendFlat,h=t(\"../../lib/setcursor\"),p=t(\"../drawing\"),d=t(\"../color\"),m=t(\"../titles\"),g=t(\"../../lib/svg_text_utils\"),v=t(\"../colorscale/helpers\").flipScale,y=t(\"../../plots/cartesian/axis_defaults\"),x=t(\"../../plots/cartesian/position_defaults\"),b=t(\"../../plots/cartesian/layout_attributes\"),_=t(\"../../constants/alignment\"),w=_.LINE_SPACING,T=_.FROM_TL,k=_.FROM_BR,A=t(\"./constants\").cn;e.exports={draw:function(t){var e=t._fullLayout._infolayer.selectAll(\"g.\"+A.colorbar).data(function(t){var e,r,n,i,a=t._fullLayout,o=t.calcdata,s=[];function l(t){return f(t,{_fillcolor:null,_line:{color:null,width:null,dash:null},_levels:{start:null,end:null,size:null},_filllevels:null,_fillgradient:null,_zrange:null})}function c(){\"function\"==typeof 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r=n.select(this);c.ensureSingle(r,\"rect\",A.cbbg),c.ensureSingle(r,\"g\",A.cbfills),c.ensureSingle(r,\"g\",A.cblines),c.ensureSingle(r,\"g\",A.cbaxis,(function(t){t.classed(A.crisp,!0)})),c.ensureSingle(r,\"g\",A.cbtitleunshift,(function(t){t.append(\"g\").classed(A.cbtitle,!0)})),c.ensureSingle(r,\"rect\",A.cboutline);var v=function(t,e,r){var o=\"v\"===e.orientation,l=e.len,h=e.lenmode,v=e.thickness,_=e.thicknessmode,M=e.outlinewidth,S=e.borderwidth,E=e.bgcolor,L=e.xanchor,C=e.yanchor,P=e.xpad,I=e.ypad,O=e.x,z=o?e.y:1-e.y,D=r._fullLayout,R=D._size,F=e._fillcolor,B=e._line,N=e.title,j=N.side,U=e._zrange||n.extent((\"function\"==typeof F?F:B.color).domain()),V=\"function\"==typeof B.color?B.color:function(){return B.color},H=\"function\"==typeof F?F:function(){return F},q=e._levels,G=function(t,e,r){var n,i,a=e._levels,o=[],s=[],l=a.end+a.size/100,c=a.size,u=1.001*r[0]-.001*r[1],f=1.001*r[1]-.001*r[0];for(i=0;i<1e5&&(n=a.start+i*c,!(c>0?n>=l:n<=l));i++)n>u&&n<f&&o.push(n);if(e._fillgradient)s=[0];else if(\"function\"==typeof e._fillcolor){var h=e._filllevels;if(h)for(l=h.end+h.size/100,c=h.size,i=0;i<1e5&&(n=h.start+i*c,!(c>0?n>=l:n<=l));i++)n>r[0]&&n<r[1]&&s.push(n);else(s=o.map((function(t){return t-a.size/2}))).push(s[s.length-1]+a.size)}else e._fillcolor&&\"string\"==typeof e._fillcolor&&(s=[0]);a.size<0&&(o.reverse(),s.reverse());return{line:o,fill:s}}(0,e,U),Y=G.fill,W=G.line,X=Math.round(v*(\"fraction\"===_?o?R.w:R.h:1)),Z=X/(o?R.w:R.h),J=Math.round(l*(\"fraction\"===h?o?R.h:R.w:1)),K=J/(o?R.h:R.w),Q=Math.round(o?O*R.w+P:z*R.h+I),$={center:.5,right:1}[L]||0,tt={top:1,middle:.5}[C]||0,et=o?O-$*Z:z-tt*Z,rt=o?z-tt*K:O-$*K,nt=Math.round(o?R.h*(1-rt):R.w*rt);e._lenFrac=K,e._thickFrac=Z,e._uFrac=et,e._vFrac=rt;var it=e._axis=function(t,e,r){var n=t._fullLayout,i=\"v\"===e.orientation,a={type:\"linear\",range:r,tickmode:e.tickmode,nticks:e.nticks,tick0:e.tick0,dtick:e.dtick,tickvals:e.tickvals,ticktext:e.ticktext,ticks:e.ticks,ticklen:e.ticklen,tickwidth:e.tickwidth,tickcolor:e.tickcolor,showticklabels:e.showticklabels,ticklabelposition:e.ticklabelposition,ticklabeloverflow:e.ticklabeloverflow,ticklabelstep:e.ticklabelstep,tickfont:e.tickfont,tickangle:e.tickangle,tickformat:e.tickformat,exponentformat:e.exponentformat,minexponent:e.minexponent,separatethousands:e.separatethousands,showexponent:e.showexponent,showtickprefix:e.showtickprefix,tickprefix:e.tickprefix,showticksuffix:e.showticksuffix,ticksuffix:e.ticksuffix,title:e.title,showline:!0,anchor:\"free\",side:i?\"right\":\"bottom\",position:1},o=i?\"y\":\"x\",s={type:\"linear\",_id:o+e._id},l={letter:o,font:n.font,noHover:!0,noTickson:!0,noTicklabelmode:!0,calendar:n.calendar};function u(t,e){return c.coerce(a,s,b,t,e)}return y(a,s,u,l,n),x(a,s,u,l),s}(r,e,U);it.position=Z+(o?O+P/R.w:z+I/R.h);var at=-1!==[\"top\",\"bottom\"].indexOf(j);o&&at&&(it.title.side=j,it.titlex=O+P/R.w,it.titley=rt+(\"top\"===N.side?K-I/R.h:I/R.h));o||at||(it.title.side=j,it.titley=z+I/R.h,it.titlex=rt+P/R.w);if(B.color&&\"auto\"===e.tickmode){it.tickmode=\"linear\",it.tick0=q.start;var ot=q.size,st=c.constrain(J/50,4,15)+1,lt=(U[1]-U[0])/((e.nticks||st)*ot);if(lt>1){var ct=Math.pow(10,Math.floor(Math.log(lt)/Math.LN10));ot*=ct*c.roundUp(lt/ct,[2,5,10]),(Math.abs(q.start)/q.size+1e-6)%1<2e-6&&(it.tick0=0)}it.dtick=ot}it.domain=o?[rt+I/R.h,rt+K-I/R.h]:[rt+P/R.w,rt+K-P/R.w],it.setScale(),t.attr(\"transform\",u(Math.round(R.l),Math.round(R.t)));var ut,ft=t.select(\".\"+A.cbtitleunshift).attr(\"transform\",u(-Math.round(R.l),-Math.round(R.t))),ht=it.ticklabelposition,pt=it.title.font.size,dt=t.select(\".\"+A.cbaxis),mt=0,gt=0;function vt(n,i){var a={propContainer:it,propName:e._propPrefix+\"title\",traceIndex:e._traceIndex,_meta:e._meta,placeholder:D._dfltTitle.colorbar,containerGroup:t.select(\".\"+A.cbtitle)},o=\"h\"===n.charAt(0)?n.substr(1):\"h\"+n;t.selectAll(\".\"+o+\",.\"+o+\"-math-group\").remove(),m.draw(r,n,f(a,i||{}))}return c.syncOrAsync([a.previousPromises,function(){var t,e;(o&&at||!o&&!at)&&(\"top\"===j&&(t=P+R.l+R.w*O,e=I+R.t+R.h*(1-rt-K)+3+.75*pt),\"bottom\"===j&&(t=P+R.l+R.w*O,e=I+R.t+R.h*(1-rt)-3-.25*pt),\"right\"===j&&(e=I+R.t+R.h*z+3+.75*pt,t=P+R.l+R.w*rt),vt(it._id+\"title\",{attributes:{x:t,y:e,\"text-anchor\":o?\"start\":\"middle\"}}))},function(){if(!o&&!at||o&&at){var a,l=t.select(\".\"+A.cbtitle),f=l.select(\"text\"),h=[-M/2,M/2],d=l.select(\".h\"+it._id+\"title-math-group\").node(),m=15.6;if(f.node()&&(m=parseInt(f.node().style.fontSize,10)*w),d?(a=p.bBox(d),gt=a.width,(mt=a.height)>m&&(h[1]-=(mt-m)/2)):f.node()&&!f.classed(A.jsPlaceholder)&&(a=p.bBox(f.node()),gt=a.width,mt=a.height),o){if(mt){if(mt+=5,\"top\"===j)it.domain[1]-=mt/R.h,h[1]*=-1;else{it.domain[0]+=mt/R.h;var v=g.lineCount(f);h[1]+=(1-v)*m}l.attr(\"transform\",u(h[0],h[1])),it.setScale()}}else gt&&(\"right\"===j&&(it.domain[0]+=(gt+pt/2)/R.w),l.attr(\"transform\",u(h[0],h[1])),it.setScale())}t.selectAll(\".\"+A.cbfills+\",.\"+A.cblines).attr(\"transform\",o?u(0,Math.round(R.h*(1-it.domain[1]))):u(Math.round(R.w*it.domain[0]),0)),dt.attr(\"transform\",o?u(0,Math.round(-R.t)):u(Math.round(-R.l),0));var y=t.select(\".\"+A.cbfills).selectAll(\"rect.\"+A.cbfill).attr(\"style\",\"\").data(Y);y.enter().append(\"rect\").classed(A.cbfill,!0).style(\"stroke\",\"none\"),y.exit().remove();var x=U.map(it.c2p).map(Math.round).sort((function(t,e){return t-e}));y.each((function(t,a){var s=[0===a?U[0]:(Y[a]+Y[a-1])/2,a===Y.length-1?U[1]:(Y[a]+Y[a+1])/2].map(it.c2p).map(Math.round);o&&(s[1]=c.constrain(s[1]+(s[1]>s[0])?1:-1,x[0],x[1]));var l=n.select(this).attr(o?\"x\":\"y\",Q).attr(o?\"y\":\"x\",n.min(s)).attr(o?\"width\":\"height\",Math.max(X,2)).attr(o?\"height\":\"width\",Math.max(n.max(s)-n.min(s),2));if(e._fillgradient)p.gradient(l,r,e._id,o?\"vertical\":\"horizontalreversed\",e._fillgradient,\"fill\");else{var u=H(t).replace(\"e-\",\"\");l.attr(\"fill\",i(u).toHexString())}}));var b=t.select(\".\"+A.cblines).selectAll(\"path.\"+A.cbline).data(B.color&&B.width?W:[]);b.enter().append(\"path\").classed(A.cbline,!0),b.exit().remove(),b.each((function(t){var e=Q,r=Math.round(it.c2p(t))+B.width/2%1;n.select(this).attr(\"d\",\"M\"+(o?e+\",\"+r:r+\",\"+e)+(o?\"h\":\"v\")+X).call(p.lineGroupStyle,B.width,V(t),B.dash)})),dt.selectAll(\"g.\"+it._id+\"tick,path\").remove();var _=Q+X+(M||0)/2-(\"outside\"===e.ticks?1:0),T=s.calcTicks(it),k=s.getTickSigns(it)[2];return s.drawTicks(r,it,{vals:\"inside\"===it.ticks?s.clipEnds(it,T):T,layer:dt,path:s.makeTickPath(it,_,k),transFn:s.makeTransTickFn(it)}),s.drawLabels(r,it,{vals:T,layer:dt,transFn:s.makeTransTickLabelFn(it),labelFns:s.makeLabelFns(it,_)})},function(){if(o&&!at||!o&&at){var t,i,a=it.position||0,s=it._offset+it._length/2;if(\"right\"===j)i=s,t=R.l+R.w*a+10+pt*(it.showticklabels?1:.5);else if(t=s,\"bottom\"===j&&(i=R.t+R.h*a+10+(-1===ht.indexOf(\"inside\")?it.tickfont.size:0)+(\"intside\"!==it.ticks&&e.ticklen||0)),\"top\"===j){var l=N.text.split(\"<br>\").length;i=R.t+R.h*a+10-X-w*pt*l}vt((o?\"h\":\"v\")+it._id+\"title\",{avoid:{selection:n.select(r).selectAll(\"g.\"+it._id+\"tick\"),side:j,offsetTop:o?0:R.t,offsetLeft:o?R.l:0,maxShift:o?D.width:D.height},attributes:{x:t,y:i,\"text-anchor\":\"middle\"},transform:{rotate:o?-90:0,offset:0}})}},a.previousPromises,function(){var n,s=X+M/2;-1===ht.indexOf(\"inside\")&&(n=p.bBox(dt.node()),s+=o?n.width:n.height),ut=ft.select(\"text\");var c=0,f=o&&\"top\"===j,m=!o&&\"right\"===j,g=0;if(ut.node()&&!ut.classed(A.jsPlaceholder)){var y,x=ft.select(\".h\"+it._id+\"title-math-group\").node();x&&(o&&at||!o&&!at)?(c=(n=p.bBox(x)).width,y=n.height):(c=(n=p.bBox(ft.node())).right-R.l-(o?Q:nt),y=n.bottom-R.t-(o?nt:Q),o||\"top\"!==j||(s+=n.height,g=n.height)),m&&(ut.attr(\"transform\",u(c/2+pt/2,0)),c*=2),s=Math.max(s,o?c:y)}var b=2*(o?P:I)+s+S+M/2,w=0;!o&&N.text&&\"bottom\"===C&&z<=0&&(b+=w=b/2,g+=w),D._hColorbarMoveTitle=w,D._hColorbarMoveCBTitle=g;var F=S+M;t.select(\".\"+A.cbbg).attr(\"x\",(o?Q:nt)-F/2-(o?P:0)).attr(\"y\",(o?nt:Q)-(o?J:I+g-w)).attr(o?\"width\":\"height\",Math.max(b-w,2)).attr(o?\"height\":\"width\",Math.max(J+F,2)).call(d.fill,E).call(d.stroke,e.bordercolor).style(\"stroke-width\",S);var B=m?Math.max(c-10,0):0;if(t.selectAll(\".\"+A.cboutline).attr(\"x\",(o?Q:nt+P)+B).attr(\"y\",(o?nt+I-J:Q)+(f?mt:0)).attr(o?\"width\":\"height\",Math.max(X,2)).attr(o?\"height\":\"width\",Math.max(J-(o?2*I+mt:2*P+B),2)).call(d.stroke,e.outlinecolor).style({fill:\"none\",\"stroke-width\":M}),t.attr(\"transform\",u(R.l-(o?$*b:0),R.t-(o?0:(1-tt)*b-g))),!o&&(S||i(E).getAlpha()&&!i.equals(D.paper_bgcolor,E))){var U=dt.selectAll(\"text\"),V=U[0].length,H=t.select(\".\"+A.cbbg).node(),q=p.bBox(H),G=p.getTranslate(t);U.each((function(t,e){var r=V-1;if(0===e||e===r){var n,i=p.bBox(this),a=p.getTranslate(this);if(e===r){var o=i.right+a.x;(n=q.right+G.x+nt-S-2+O-o)>0&&(n=0)}else if(0===e){var s=i.left+a.x;(n=q.left+G.x+nt+S+2-s)<0&&(n=0)}n&&(V<3?this.setAttribute(\"transform\",\"translate(\"+n+\",0) \"+this.getAttribute(\"transform\")):this.setAttribute(\"visibility\",\"hidden\"))}}))}var Y={},W=T[L],Z=k[L],K=T[C],et=k[C],rt=b-X;o?(\"pixels\"===h?(Y.y=z,Y.t=J*K,Y.b=J*et):(Y.t=Y.b=0,Y.yt=z+l*K,Y.yb=z-l*et),\"pixels\"===_?(Y.x=O,Y.l=b*W,Y.r=b*Z):(Y.l=rt*W,Y.r=rt*Z,Y.xl=O-v*W,Y.xr=O+v*Z)):(\"pixels\"===h?(Y.x=O,Y.l=J*W,Y.r=J*Z):(Y.l=Y.r=0,Y.xl=O+l*W,Y.xr=O-l*Z),\"pixels\"===_?(Y.y=1-z,Y.t=b*K,Y.b=b*et):(Y.t=rt*K,Y.b=rt*et,Y.yt=z-v*K,Y.yb=z+v*et)),a.autoMargin(r,e._id,Y)}],r)}(r,e,t);v&&v.then&&(t._promises||[]).push(v),t._context.edits.colorbarPosition&&function(t,e,r){var n,i,a,s=\"v\"===e.orientation,c=r._fullLayout._size;l.init({element:t.node(),gd:r,prepFn:function(){n=t.attr(\"transform\"),h(t)},moveFn:function(r,o){t.attr(\"transform\",n+u(r,o)),i=l.align((s?e._uFrac:e._vFrac)+r/c.w,s?e._thickFrac:e._lenFrac,0,1,e.xanchor),a=l.align((s?e._vFrac:1-e._uFrac)-o/c.h,s?e._lenFrac:e._thickFrac,0,1,e.yanchor);var f=l.getCursor(i,a,e.xanchor,e.yanchor);h(t,f)},doneFn:function(){if(h(t),void 0!==i&&void 0!==a){var n={};n[e._propPrefix+\"x\"]=i,n[e._propPrefix+\"y\"]=a,void 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o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var ct=1/0;function ut(t,r){for(G=0;G<rt.length;G++)if((Y=rt[G])&&Y[0]&&Y[0].trace&&!0===(W=Y[0].trace).visible&&0!==W._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(W._module.name)){if(\"splom\"===W.type?X=l[Z=0]:(X=v.getSubplot(W),Z=l.indexOf(X)),J=P,v.isUnifiedHover(J)&&(J=J.charAt(0)),$={cd:Y,trace:W,xa:_[Z],ya:w[Z],maxHoverDistance:O,maxSpikeDistance:B,index:!1,distance:Math.min(ct,O),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:W.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},u[X]&&($.subplot=u[X]._subplot),u._splomScenes&&u._splomScenes[W.uid]&&($.scene=u._splomScenes[W.uid]),tt=et.length,\"array\"===J){var n=e[G];\"pointNumber\"in n?($.index=n.pointNumber,J=\"closest\"):(J=\"\",\"xval\"in n&&(K=n.xval,J=\"x\"),\"yval\"in n&&(Q=n.yval,J=J?\"closest\":\"y\"))}else void 0!==t&&void 0!==r?(K=t,Q=r):(K=V[Z],Q=H[Z]);if(0!==O)if(W._module&&W._module.hoverPoints){var a=W._module.hoverPoints($,K,Q,J,{finiteRange:!0,hoverLayer:u._hoverlayer});if(a)for(var s,c=0;c<a.length;c++)s=a[c],i(s.x0)&&i(s.y0)&&et.push(D(s,P))}else o.log(\"Unrecognized trace type in hover:\",W);if(\"closest\"===P&&et.length>tt&&(et.splice(0,tt),ct=et[0].distance),y&&0!==B&&0===et.length){$.distance=B,$.index=!1;var f=W._module.hoverPoints($,K,Q,\"closest\",{hoverLayer:u._hoverlayer});if(f&&(f=f.filter((function(t){return t.spikeDistance<=B}))),f&&f.length){var h,d=f.filter((function(t){return t.xa.showspikes&&\"hovered data\"!==t.xa.spikesnap}));if(d.length){var m=d[0];i(m.x0)&&i(m.y0)&&(h=ht(m),(!nt.vLinePoint||nt.vLinePoint.spikeDistance>h.spikeDistance)&&(nt.vLinePoint=h))}var g=f.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(g.length){var x=g[0];i(x.x0)&&i(x.y0)&&(h=ht(x),(!nt.hLinePoint||nt.hLinePoint.spikeDistance>h.spikeDistance)&&(nt.hLinePoint=h))}}}}}function ft(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n);return i}function ht(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}ut();var pt={fullLayout:u,container:u._hoverlayer,event:e},dt=t._spikepoints,mt={vLinePoint:nt.vLinePoint,hLinePoint:nt.hLinePoint};t._spikepoints=mt;var gt=function(){et.sort((function(t,e){return t.distance-e.distance})),et=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];g.traceIs(s.trace,\"bar-like\")||g.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(et,P)};gt();var vt=P.charAt(0),yt=(\"x\"===vt||\"y\"===vt)&&et[0]&&L[et[0].trace.type];if(y&&0!==B&&0!==et.length){var xt=ft(et.filter((function(t){return t.ya.showspikes})),B,yt);nt.hLinePoint=ht(xt);var bt=ft(et.filter((function(t){return t.xa.showspikes})),B,yt);nt.vLinePoint=ht(bt)}if(0===et.length){var _t=d.unhoverRaw(t,e);return!y||null===nt.hLinePoint&&null===nt.vLinePoint||F(dt)&&R(t,nt,pt),_t}y&&F(dt)&&R(t,nt,pt);if(v.isXYhover(J)&&0!==et[0].length&&\"splom\"!==et[0].trace.type){var wt=et[0],Tt=(et=E[wt.trace.type]?et.filter((function(t){return t.trace.index===wt.trace.index})):[wt]).length,kt=N(\"x\",wt,u),At=N(\"y\",wt,u);ut(kt,At);var Mt,St=[],Et={},Lt=0,Ct=function(t){var e=E[t.trace.type]?C(t):t.trace.index;if(Et[e]){var r=Et[e]-1,n=St[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(St[r]=t)}else Lt++,Et[e]=Lt,St.push(t)};for(Mt=0;Mt<Tt;Mt++)Ct(et[Mt]);for(Mt=et.length-1;Mt>Tt-1;Mt--)Ct(et[Mt]);et=St,gt()}var Pt=t._hoverdata,It=[],Ot=j(t),zt=U(t);for(q=0;q<et.length;q++){var Dt=et[q],Rt=v.makeEventData(Dt,Dt.trace,Dt.cd);if(!1!==Dt.hovertemplate){var Ft=!1;Dt.cd[Dt.index]&&Dt.cd[Dt.index].ht&&(Ft=Dt.cd[Dt.index].ht),Dt.hovertemplate=Ft||Dt.trace.hovertemplate||!1}if(Dt.xa&&Dt.ya){var Bt=Dt.x0+Dt.xa._offset,Nt=Dt.x1+Dt.xa._offset,jt=Dt.y0+Dt.ya._offset,Ut=Dt.y1+Dt.ya._offset,Vt=Math.min(Bt,Nt),Ht=Math.max(Bt,Nt),qt=Math.min(jt,Ut),Gt=Math.max(jt,Ut);Rt.bbox={x0:Vt+zt,x1:Ht+zt,y0:qt+Ot,y1:Gt+Ot}}Dt.eventData=[Rt],It.push(Rt)}t._hoverdata=It;var Yt=\"y\"===P&&(rt.length>1||et.length>1)||\"closest\"===P&&it&&et.length>1,Wt=p.combine(u.plot_bgcolor||p.background,u.paper_bgcolor),Xt=I(et,{gd:t,hovermode:P,rotateLabels:Yt,bgColor:Wt,container:u._hoverlayer,outerContainer:u._paper.node(),commonLabelOpts:u.hoverlabel,hoverdistance:u.hoverdistance});v.isUnifiedHover(P)||(!function(t,e,r){var n,i,a,o,s,l,c,u=0,f=1,h=t.size(),p=new Array(h),d=0;function m(t){var e=t[0],r=t[t.length-1];if(i=e.pmin-e.pos-e.dp+e.size,a=r.pos+r.dp+r.size-e.pmax,i>.01){for(s=t.length-1;s>=0;s--)t[s].dp+=i;n=!1}if(!(a<.01)){if(i<-.01){for(s=t.length-1;s>=0;s--)t[s].dp-=a;n=!1}if(n){var c=0;for(o=0;o<t.length;o++)(l=t[o]).pos+l.dp+l.size>e.pmax&&c++;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos>e.pmax-1&&(l.del=!0,c--);for(o=0;o<t.length&&!(c<=0);o++)if((l=t[o]).pos<e.pmin+1)for(l.del=!0,c--,a=2*l.size,s=t.length-1;s>=0;s--)t[s].dp-=a;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos+l.dp+l.size>e.pmax&&(l.del=!0,c--)}}}t.each((function(t){var n=t[e],i=\"x\"===n._id.charAt(0),a=n.range;0===d&&a&&a[0]>a[1]!==i&&(f=-1),p[d++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(i?T:1)/2,pmin:0,pmax:i?r.width:r.height}]})),p.sort((function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)}));for(;!n&&u<=h;){for(u++,n=!0,o=0;o<p.length-1;){var g=p[o],v=p[o+1],y=g[g.length-1],x=v[0];if((i=y.pos+y.dp+y.size-x.pos-x.dp+x.size)>.01&&y.pmin===x.pmin&&y.pmax===x.pmax){for(s=v.length-1;s>=0;s--)v[s].dp+=i;for(g.push.apply(g,v),p.splice(o+1,1),c=0,s=g.length-1;s>=0;s--)c+=g[s].dp;for(a=c/g.length,s=g.length-1;s>=0;s--)g[s].dp-=a;n=!1}else o++}p.forEach(m)}for(o=p.length-1;o>=0;o--){var b=p[o];for(s=b.length-1;s>=0;s--){var _=b[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Xt,Yt?\"xa\":\"ya\",u),z(Xt,Yt,u._invScaleX,u._invScaleY));if(s&&s.tagName){var Zt=g.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,It);f(n.select(s),Zt?\"pointer\":\"\")}if(!s||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Pt))return;Pt&&t.emit(\"plotly_unhover\",{event:e,points:Pt});t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:_,yaxes:w,xvals:V,yvals:H})}(t,e,r,a,s)}))},r.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=j(i),o=U(i),s=I(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,c=t.eventData;if(c){var u=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),d=Math.max(s,l),m=t.trace;if(g.traceIs(m,\"gl3d\")){var v=i._fullLayout[m.scene]._scene.container,y=v.offsetLeft,x=v.offsetTop;u+=y,f+=y,h+=x,d+=x}c.bbox={x0:u+o,x1:f+o,y0:h+a,y1:d+a},e.inOut_bbox&&e.inOut_bbox.push(c.bbox)}else c=!1;return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:c}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}),l=0,c=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(c=t.offset)})).each((function(t){t.offset-=c})),z(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var P=/<extra>([\\s\\S]*)<\\/extra>/;function I(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,c=e.rotateLabels,f=e.bgColor,d=e.container,m=e.outerContainer,w=e.commonLabelOpts||{};if(0===t.length)return[[]];var T=e.fontFamily||y.HOVERFONT,k=e.fontSize||y.HOVERFONTSIZE,A=t[0],E=A.xa,L=A.ya,P=a.charAt(0),I=A[P+\"Label\"],z=V(r,m),D=z.top,R=z.width,F=z.height,B=void 0!==I&&A.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(B){var N,j,U=!0;for(N=0;N<t.length;N++)if(U&&void 0===t[N].zLabel&&(U=!1),j=t[N].hoverinfo||t[N].trace.hoverinfo){var H=Array.isArray(j)?j:j.split(\"+\");if(-1===H.indexOf(\"all\")&&-1===H.indexOf(a)){B=!1;break}}U&&(B=!1)}var q=d.selectAll(\"g.axistext\").data(B?[0]:[]);if(q.enter().append(\"g\").classed(\"axistext\",!0),q.exit().remove(),q.each((function(){var t=n.select(this),e=o.ensureSingle(t,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),l=o.ensureSingle(t,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),c=w.bgcolor||p.defaultLine,f=w.bordercolor||p.contrast(c),d=p.contrast(c),m={family:w.font.family||T,size:w.font.size||k,color:w.font.color||d};e.style({fill:c,stroke:f}),l.text(I).call(h.font,m).call(u.positionText,0,0).call(u.convertToTspans,r),t.attr(\"transform\",\"\");var g,v,y=V(r,l.node());if(\"x\"===a){var x=\"top\"===E.side?\"-\":\"\";l.attr(\"text-anchor\",\"middle\").call(u.positionText,0,\"top\"===E.side?D-y.bottom-M-S:D-y.top+M+S),g=E._offset+(A.x0+A.x1)/2,v=L._offset+(\"top\"===E.side?0:L._length);var b=y.width/2+S;g<b?(g=b,e.attr(\"d\",\"M-\"+(b-M)+\",0L-\"+(b-2*M)+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"Z\")):g>i.width-b?(g=i.width-b,e.attr(\"d\",\"M\"+(b-M)+\",0L\"+b+\",\"+x+M+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"H\"+(b-2*M)+\"Z\")):e.attr(\"d\",\"M0,0L\"+M+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+(S+y.width/2)+\"V\"+x+M+\"H-\"+M+\"Z\")}else{var _,C,P;\"right\"===L.side?(_=\"start\",C=1,P=\"\",g=E._offset+E._length):(_=\"end\",C=-1,P=\"-\",g=E._offset),v=L._offset+(A.y0+A.y1)/2,l.attr(\"text-anchor\",_),e.attr(\"d\",\"M0,0L\"+P+M+\",\"+M+\"V\"+(S+y.height/2)+\"h\"+P+(2*S+y.width)+\"V-\"+(S+y.height/2)+\"H\"+P+M+\"V-\"+M+\"Z\");var O,z=y.height/2,R=D-y.top-z,F=\"clip\"+i._uid+\"commonlabel\"+L._id;if(g<y.width+2*S+M){O=\"M-\"+(M+S)+\"-\"+z+\"h-\"+(y.width-S)+\"V\"+z+\"h\"+(y.width-S)+\"Z\";var B=y.width-g+S;u.positionText(l,B,R),\"end\"===_&&l.selectAll(\"tspan\").each((function(){var t=n.select(this),e=h.tester.append(\"text\").text(t.text()).call(h.font,m),i=V(r,e.node());Math.round(i.width)<Math.round(y.width)&&t.attr(\"x\",B-i.width),e.remove()}))}else u.positionText(l,C*(S+M),R),O=null;var N=i._topclips.selectAll(\"#\"+F).data(O?[0]:[]);N.enter().append(\"clipPath\").attr(\"id\",F).append(\"path\"),N.exit().remove(),N.select(\"path\").attr(\"d\",O),h.setClipUrl(l,O?F:null,r)}t.attr(\"transform\",s(g,v))})),v.isUnifiedHover(a)){d.selectAll(\"g.hovertext\").remove();var G=t.filter((function(t){return\"none\"!==t.hoverinfo}));if(0===G.length)return;var Y=i.hoverlabel,W=Y.font,X={showlegend:!0,legend:{title:{text:I,font:W},font:W,bgcolor:Y.bgcolor,bordercolor:Y.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:\"v\"}},Z={font:W};x(X,Z,r._fullData);var J=Z.legend;J.entries=[];for(var K=0;K<G.length;K++){var Q=G[K];if(\"none\"!==Q.hoverinfo){var $=O(Q,!0,a,i,I),tt=$[0],et=$[1];Q.name=et,Q.text=\"\"!==et?et+\" : 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n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../lib/events\"),l=t(\"../dragelement\"),c=t(\"../drawing\"),u=t(\"../color\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"./handle_click\"),p=t(\"./constants\"),d=t(\"../../constants/alignment\"),m=d.LINE_SPACING,g=d.FROM_TL,v=d.FROM_BR,y=t(\"./get_legend_data\"),x=t(\"./style\"),b=t(\"./helpers\");function _(t,e,r,n,i){var a=r.data()[0][0].trace,l={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};if(a._group&&(l.group=a._group),o.traceIs(a,\"pie-like\")&&(l.label=r.datum()[0].label),!1!==s.triggerHandler(t,\"plotly_legendclick\",l))if(1===n)e._clickTimeout=setTimeout((function(){t._fullLayout&&h(r,t,n)}),t._context.doubleClickDelay);else 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rectangle\")},attr:\"dragmode\",val:\"drawrect\",icon:o.drawrect,click:f},u.drawcircle={name:\"drawcircle\",title:function(t){return c(t,\"Draw circle\")},attr:\"dragmode\",val:\"drawcircle\",icon:o.drawcircle,click:f},u.eraseshape={name:\"eraseshape\",title:function(t){return c(t,\"Erase active shape\")},icon:o.eraseshape,click:s},u.zoomIn2d={name:\"zoomIn2d\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:f},u.zoomOut2d={name:\"zoomOut2d\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:f},u.autoScale2d={name:\"autoScale2d\",_cat:\"autoscale\",title:function(t){return c(t,\"Autoscale\")},attr:\"zoom\",val:\"auto\",icon:o.autoscale,click:f},u.resetScale2d={name:\"resetScale2d\",_cat:\"resetscale\",title:function(t){return c(t,\"Reset axes\")},attr:\"zoom\",val:\"reset\",icon:o.home,click:f},u.hoverClosestCartesian={name:\"hoverClosestCartesian\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:f},u.hoverCompareCartesian={name:\"hoverCompareCartesian\",_cat:\"hoverCompare\",title:function(t){return c(t,\"Compare data on hover\")},attr:\"hovermode\",val:function(t){return t._fullLayout._isHoriz?\"y\":\"x\"},icon:o.tooltip_compare,gravity:\"ne\",click:f},u.zoom3d={name:\"zoom3d\",_cat:\"zoom\",title:function(t){return c(t,\"Zoom\")},attr:\"scene.dragmode\",val:\"zoom\",icon:o.zoombox,click:h},u.pan3d={name:\"pan3d\",_cat:\"pan\",title:function(t){return c(t,\"Pan\")},attr:\"scene.dragmode\",val:\"pan\",icon:o.pan,click:h},u.orbitRotation={name:\"orbitRotation\",title:function(t){return c(t,\"Orbital rotation\")},attr:\"scene.dragmode\",val:\"orbit\",icon:o[\"3d_rotate\"],click:h},u.tableRotation={name:\"tableRotation\",title:function(t){return c(t,\"Turntable rotation\")},attr:\"scene.dragmode\",val:\"turntable\",icon:o[\"z-axis\"],click:h},u.resetCameraDefault3d={name:\"resetCameraDefault3d\",_cat:\"resetCameraDefault\",title:function(t){return c(t,\"Reset camera to default\")},attr:\"resetDefault\",icon:o.home,click:p},u.resetCameraLastSave3d={name:\"resetCameraLastSave3d\",_cat:\"resetCameraLastSave\",title:function(t){return c(t,\"Reset camera to last save\")},attr:\"resetLastSave\",icon:o.movie,click:p},u.hoverClosest3d={name:\"hoverClosest3d\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);n.call(\"_guiRelayout\",t,r)}},u.zoomInGeo={name:\"zoomInGeo\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:m},u.zoomOutGeo={name:\"zoomOutGeo\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:m},u.resetGeo={name:\"resetGeo\",_cat:\"reset\",title:function(t){return c(t,\"Reset\")},attr:\"reset\",val:null,icon:o.autoscale,click:m},u.hoverClosestGeo={name:\"hoverClosestGeo\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestGl2d={name:\"hoverClosestGl2d\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestPie={name:\"hoverClosestPie\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:v},u.resetViewSankey={name:\"resetSankeyGroup\",title:function(t){return c(t,\"Reset view\")},icon:o.home,click:function(t){for(var e={\"node.groups\":[],\"node.x\":[],\"node.y\":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e[\"node.groups\"].push(i.node.groups.slice()),e[\"node.x\"].push(i.node.x.slice()),e[\"node.y\"].push(i.node.y.slice())}n.call(\"restyle\",t,e)}},u.toggleHover={name:\"toggleHover\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(\"_guiRelayout\",t,r)}},u.resetViews={name:\"resetViews\",title:function(t){return c(t,\"Reset views\")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},u.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return c(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return c(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},u.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:y},u.zoomOutMapbox={name:\"zoomOutMapbox\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:y}},{\"../../fonts/ploticon\":482,\"../../lib\":503,\"../../plots/cartesian/axis_ids\":558,\"../../plots/plots\":619,\"../../registry\":638,\"../shapes/draw\":450}],427:[function(t,e,r){\"use strict\";var n=t(\"./buttons\"),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),e.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},{\"./buttons\":426}],428:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\"),a=t(\"../../plot_api/plot_template\"),o=t(\"./attributes\");e.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var c=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(c,.3)),l(\"activecolor\",i.addOpacity(c,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},{\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../color\":366,\"./attributes\":425}],429:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),manage:t(\"./manage\")}},{\"./attributes\":425,\"./defaults\":428,\"./manage\":430}],430:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\"),i=t(\"../../traces/scatter/subtypes\"),a=t(\"../../registry\"),o=t(\"../fx/helpers\").isUnifiedHover,s=t(\"./modebar\"),l=t(\"./buttons\"),c=t(\"./constants\").DRAW_MODES,u=t(\"../../lib\").extendDeep;e.exports=function(t){var e=t._fullLayout,r=t._context,f=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var h,p=r.modeBarButtons;h=Array.isArray(p)&&p.length?function(t){for(var e=u([],t),r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var a=n[i];if(\"string\"==typeof a){if(void 0===l[a])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));e[r][i]=l[a]}}return e}(p):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function u(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(u(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(u(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),m=e._has(\"cartesian\"),g=e._has(\"gl3d\"),v=e._has(\"geo\"),y=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"smith\"),A=e._has(\"sankey\"),M=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),S=o(e.hovermode),E=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,c=0;c<d.length;c++){var u=d[c].toLowerCase();if(u===a||u===o){s=!0;break}}s||e.push(l[n])}E.push(e)}}var C=[\"toImage\"];s.showEditInChartStudio?C.push(\"editInChartStudio\"):s.showSendToCloud&&C.push(\"sendDataToCloud\");L(C);var P=[],I=[],O=[],z=[];(m||b||y||x||_)+v+g+w+T+k>1?(I=[\"toggleHover\"],O=[\"resetViews\"]):v?(P=[\"zoomInGeo\",\"zoomOutGeo\"],I=[\"hoverClosestGeo\"],O=[\"resetGeo\"]):g?(I=[\"hoverClosest3d\"],O=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],I=[\"toggleHover\"],O=[\"resetViewMapbox\"]):b?I=[\"hoverClosestGl2d\"]:y?I=[\"hoverClosestPie\"]:A?(I=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],O=[\"resetViewSankey\"]):I=[\"toggleHover\"];m&&(I=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]);(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||S)&&(I=[]);!m&&!b||M||(P=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==O[0]&&(O=[\"resetScale2d\"]));g?z=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(m||b)&&!M||_?z=[\"zoom2d\",\"pan2d\"]:w||v?z=[\"pan2d\"]:T&&(z=[\"zoom2d\"]);(function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e})(r)&&z.push(\"select2d\",\"lasso2d\");var D=[],R=function(t){-1===D.indexOf(t)&&-1!==I.indexOf(t)&&D.push(t)};if(Array.isArray(p)){for(var F=[],B=0;B<p.length;B++){var N=p[B];\"string\"==typeof N?(N=N.toLowerCase(),-1!==c.indexOf(N)?(e._has(\"mapbox\")||e._has(\"cartesian\"))&&z.push(N):\"togglespikelines\"===N?R(\"toggleSpikelines\"):\"togglehover\"===N?R(\"toggleHover\"):\"hovercompare\"===N?R(\"hoverCompareCartesian\"):\"hoverclosest\"===N?(R(\"hoverClosestCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\")):\"v1hovermode\"===N&&(R(\"toggleHover\"),R(\"hoverClosestCartesian\"),R(\"hoverCompareCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\"))):F.push(N)}p=F}return L(z),L(P.concat(O)),L(D),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(E,p)}(t),f?f.update(t,h):e._modeBar=s(t,h)}else f&&(f.destroy(),delete e._modeBar)}},{\"../../lib\":503,\"../../plots/cartesian/axis_ids\":558,\"../../registry\":638,\"../../traces/scatter/subtypes\":952,\"../fx/helpers\":402,\"./buttons\":426,\"./constants\":427,\"./modebar\":431}],431:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../fonts/ploticon\"),s=t(\"../../version\").version,l=new DOMParser;function c(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var u=c.prototype;u.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover \":\"\";a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+\"#\"+i+\" .modebar-group\",\"background-color: \"+o.bgcolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn .icon path\",\"fill: \"+o.color),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn:hover .icon path\",\"fill: \"+o.activecolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn.active .icon path\",\"fill: \"+o.activecolor);var l=!this.hasButtons(e),c=this.hasLogo!==r.displaylogo,u=this.locale!==r.locale;if(this.locale=r.locale,(l||c||u)&&(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&&(f.className=f.className+\" watermark\"),\"v\"===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},u.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error(\"must provide button 'name' in button config\");if(-1!==e.buttonsNames.indexOf(n))throw new Error(\"button name '\"+n+\"' is taken\");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},u.createGroup=function(){var t=document.createElement(\"div\");return t.className=\"modebar-group\",t},u.createButton=function(t){var e=this,r=document.createElement(\"a\");r.setAttribute(\"rel\",\"tooltip\"),r.className=\"modebar-btn\";var i=t.title;void 0===i?i=t.name:\"function\"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute(\"data-title\",i),void 0!==t.attr&&r.setAttribute(\"data-attr\",t.attr);var a=t.val;if(void 0!==a&&(\"function\"==typeof a&&(a=a(this.graphInfo)),r.setAttribute(\"data-val\",a)),\"function\"!=typeof t.click)throw new Error(\"must provide button 'click' function in button config\");r.addEventListener(\"click\",(function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)})),r.setAttribute(\"data-toggle\",t.toggle||!1),t.toggle&&n.select(r).classed(\"active\",!0);var s=t.icon;return\"function\"==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(\"data-gravity\",t.gravity||\"n\"),r},u.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=\"http://www.w3.org/2000/svg\";if(t.path){(e=document.createElementNS(n,\"svg\")).setAttribute(\"viewBox\",[0,0,t.width,r].join(\" \")),e.setAttribute(\"class\",\"icon\");var a=document.createElementNS(n,\"path\");a.setAttribute(\"d\",t.path),t.transform?a.setAttribute(\"transform\",t.transform):void 0!==t.ascent&&a.setAttribute(\"transform\",\"matrix(1 0 0 -1 0 \"+t.ascent+\")\"),e.appendChild(a)}t.svg&&(e=l.parseFromString(t.svg,\"application/xml\").childNodes[0]);return e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},u.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var c=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",c===i)}}))},u.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var 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t.match(n.segmentRE).forEach((function(t){var a=e[t.charAt(0)].drawn;if(void 0!==a){var o=t.substr(1).match(n.paramRE);!o||o.length<a||r.push(i.cleanNumber(o[a]))}})),r},r.getDataToPixel=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){return e._length*(n?1-t:t)+e._offset};else{var s=r.shapePositionToRange(e);a=function(t){return e._offset+e.r2p(s(t,!0))},\"date\"===e.type&&(a=r.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},r.getPixelToData=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){var r=(t-e._offset)/e._length;return n?1-r:r};else{var s=r.rangeToShapePosition(e);a=function(t){return s(e.p2r(t-e._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},r.makeOptionsAndPlotinfo=function(t,e){var 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n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/pad_attributes\"),a=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plot_api/plot_template\":543,\"../../plots/animation_attributes\":548,\"../../plots/font_attributes\":585,\"../../plots/pad_attributes\":618,\"./constants\":460}],460:[function(t,e,r){\"use 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T={y:e.y,b:u.height*m[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*m[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*m[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var m=c.lineCount(l),g=(a.currentValueMaxLines+1-m)*e.currentvalue.font.size*p;return 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t=s(),a=L(t,n.mouse(i)[0]);T(e,r,t,a,!1)}function h(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),o.on(\"touchend\",null),o.on(\"touchmove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}T(e,r,t,c,!0),t._dragging=!0,o.on(\"mousemove\",u),o.on(\"touchmove\",u),o.on(\"mouseup\",h),o.on(\"touchend\",h)}t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function M(t,e){var r=t.selectAll(\"rect.\"+f.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(f.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?f.tickOffset:f.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var 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n=t(\"@plotly/d3\"),i=t(\"d3-time-format\").utcFormat,a=t(\"d3-format\").format,o=t(\"fast-isnumeric\"),s=t(\"../constants/numerical\"),l=s.FP_SAFE,c=-l,u=s.BADNUM,f=e.exports={};f.adjustFormat=function(t){return!t||/^\\d[.]\\df/.test(t)||/[.]\\d%/.test(t)?t:\"0.f\"===t?\"~f\":/^\\d%/.test(t)?\"~%\":/^\\ds/.test(t)?\"~s\":!/^[~,.0$]/.test(t)&&/[&fps]/.test(t)?\"~\"+t:t};var h={};f.warnBadFormat=function(t){var e=String(t);h[e]||(h[e]=1,f.warn('encountered bad format: \"'+e+'\"'))},f.noFormat=function(t){return String(t)},f.numberFormat=function(t){var e;try{e=a(f.adjustFormat(t))}catch(e){return f.warnBadFormat(t),f.noFormat}return e},f.nestedProperty=t(\"./nested_property\"),f.keyedContainer=t(\"./keyed_container\"),f.relativeAttr=t(\"./relative_attr\"),f.isPlainObject=t(\"./is_plain_object\"),f.toLogRange=t(\"./to_log_range\"),f.relinkPrivateKeys=t(\"./relink_private\");var 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b=0;b<t.calcdata.length;b++)t.calcdata[b][0].trace=t._fullData[b];t._context.responsive?t._responsiveChartHandler||(t._responsiveChartHandler=function(){o.isHidden(t)||h.resize(t)},window.addEventListener(\"resize\",t._responsiveChartHandler)):o.clearResponsive(t);var T=o.extendFlat({},m._size),k=0;function A(){if(h.clearAutoMarginIds(t),w.drawMarginPushers(t),p.allowAutoMargin(t),m._has(\"pie\"))for(var e=t._fullData,r=0;r<e.length;r++){var n=e[r];\"pie\"===n.type&&n.automargin&&h.allowAutoMargin(t,\"pie.\"+n.uid+\".automargin\")}return h.doAutoMargin(t),h.previousPromises(t)}function S(){t._transitioning||(w.doAutoRangeAndConstraints(t),f&&p.saveRangeInitial(t),u.getComponentMethod(\"rangeslider\",\"calcAutorange\")(t))}var E=[h.previousPromises,function(){if(s)return r.addFrames(t,s)},function e(){for(var 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u=e._clips.selectAll(\".axesclip\").data(c,(function(t){return t.x._id+t.y._id}));u.enter().append(\"clipPath\").classed(\"axesclip\",!0).attr(\"id\",(function(t){return\"clip\"+e._uid+t.x._id+t.y._id})).append(\"rect\"),u.exit().remove(),u.each((function(t){n.select(this).select(\"rect\").attr({x:t.x._offset||0,y:t.y._offset||0,width:t.x._length||1,height:t.y._length||1})}))}},H.draw=function(t,e,r){var n=t._fullLayout;\"redraw\"===e&&n._paper.selectAll(\"g.subplot\").each((function(t){var e=t[0],r=n._plots[e];if(r){var i=r.xaxis,a=r.yaxis;r.xaxislayer.selectAll(\".\"+i._id+\"tick\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"tick\").remove(),r.xaxislayer.selectAll(\".\"+i._id+\"tick2\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"tick2\").remove(),r.xaxislayer.selectAll(\".\"+i._id+\"divider\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"divider\").remove(),r.minorGridlayer&&r.minorGridlayer.selectAll(\"path\").remove(),r.gridlayer&&r.gridlayer.selectAll(\"path\").remove(),r.zerolinelayer&&r.zerolinelayer.selectAll(\"path\").remove(),n._infolayer.select(\".g-\"+i._id+\"title\").remove(),n._infolayer.select(\".g-\"+a._id+\"title\").remove()}}));var i=e&&\"redraw\"!==e?e:H.listIds(t);return s.syncOrAsync(i.map((function(e){return function(){if(e){var n=H.getFromId(t,e),i=H.drawOne(t,n,r);return n._r=n.range.slice(),n._rl=s.simpleMap(n._r,n.r2l),i}}})))},H.drawOne=function(t,e,r){var n,i,l;r=r||{},e.setScale();var c=t._fullLayout,p=e._id,d=p.charAt(0),m=H.counterLetter(p),g=c._plots[e._mainSubplot];if(g){var v=g[d+\"axislayer\"],y=e._mainLinePosition,x=e._mainMirrorPosition,b=e._vals=H.calcTicks(e),_=[e.mirror,y,x].join(\"_\");for(n=0;n<b.length;n++)b[n].axInfo=_;e._selections={},e._tickAngles&&(e._prevTickAngles=e._tickAngles),e._tickAngles={},e._depth=null;var w={};if(e.visible){var T,k,A=H.makeTransTickFn(e),M=H.makeTransTickLabelFn(e),S=\"inside\"===e.ticks,E=\"outside\"===e.ticks;if(\"boundaries\"===e.tickson){var L=function(t,e){var r,n=[],i=function(t,e){var r=t.xbnd[e];null!==r&&n.push(s.extendFlat({},t,{x:r}))};if(e.length){for(r=0;r<e.length;r++)i(e[r],0);i(e[r-1],1)}return n}(0,b);k=H.clipEnds(e,L),T=S?k:L}else k=H.clipEnds(e,b),T=S&&\"period\"!==e.ticklabelmode?k:b;var C,P=e._gridVals=k,I=function(t,e){var r,n,i=[],a=e.length&&e[e.length-1].x<e[0].x,o=function(t,e){var r=t.xbnd[e];null!==r&&i.push(s.extendFlat({},t,{x:r}))};if(t.showdividers&&e.length){for(r=0;r<e.length;r++){var l=e[r];l.text2!==n&&o(l,a?1:0),n=l.text2}o(e[r-1],a?0:1)}return i}(e,b);if(!c._hasOnlyLargeSploms){var O=e._subplotsWith,z={};for(n=0;n<O.length;n++){i=O[n];var D=(l=c._plots[i])[m+\"axis\"],R=D._mainAxis._id;if(!z[R]){z[R]=1;var F=\"x\"===d?\"M0,\"+D._offset+\"v\"+D._length:\"M\"+D._offset+\",0h\"+D._length;H.drawGrid(t,e,{vals:P,counterAxis:D,layer:l.gridlayer.select(\".\"+p),minorLayer:l.minorGridlayer.select(\".\"+p),path:F,transFn:A}),H.drawZeroLine(t,e,{counterAxis:D,layer:l.zerolinelayer,path:F,transFn:A})}}}var B=H.getTickSigns(e),N=H.getTickSigns(e,\"minor\");if(e.ticks||e.minor&&e.minor.ticks){var j,q,G,Y,W=H.makeTickPath(e,y,B[2]),X=H.makeTickPath(e,y,N[2],{minor:!0});if(e._anchorAxis&&e.mirror&&!0!==e.mirror?(j=H.makeTickPath(e,x,B[3]),q=H.makeTickPath(e,x,N[3],{minor:!0}),G=W+j,Y=X+q):(j=\"\",q=\"\",G=W,Y=X),e.showdividers&&E&&\"boundaries\"===e.tickson){var Z={};for(n=0;n<I.length;n++)Z[I[n].x]=1;C=function(t){return Z[t.x]?j:G}}else C=function(t){return t.minor?Y:G}}if(H.drawTicks(t,e,{vals:T,layer:v,path:C,transFn:A}),\"allticks\"===e.mirror){var J=Object.keys(e._linepositions||{});for(n=0;n<J.length;n++){i=J[n],l=c._plots[i];var K=e._linepositions[i]||[],Q=K[0],$=K[1],tt=K[2],et=H.makeTickPath(e,Q,tt?B[0]:N[0],{minor:tt})+H.makeTickPath(e,$,tt?B[1]:N[1],{minor:tt});H.drawTicks(t,e,{vals:T,layer:l[d+\"axislayer\"],path:et,transFn:A})}}var rt=[];if(rt.push((function(){return H.drawLabels(t,e,{vals:b,layer:v,plotinfo:l,transFn:M,labelFns:H.makeLabelFns(e,y)})})),\"multicategory\"===e.type){var nt={x:2,y:10}[d];rt.push((function(){var r={x:\"height\",y:\"width\"}[d],n=at()[r]+nt+(e._tickAngles[p+\"tick\"]?e.tickfont.size*U:0);return H.drawLabels(t,e,{vals:vt(e,b),layer:v,cls:p+\"tick2\",repositionOnUpdate:!0,secondary:!0,transFn:A,labelFns:H.makeLabelFns(e,y+n*B[4])})})),rt.push((function(){return e._depth=B[4]*(at(\"tick2\")[e.side]-y),function(t,e,r){var n=e._id+\"divider\",i=r.vals,a=r.layer.selectAll(\"path.\"+n).data(i,xt);a.exit().remove(),a.enter().insert(\"path\",\":first-child\").classed(n,1).classed(\"crisp\",1).call(f.stroke,e.dividercolor).style(\"stroke-width\",h.crispRound(t,e.dividerwidth,1)+\"px\"),a.attr(\"transform\",r.transFn).attr(\"d\",r.path)}(t,e,{vals:I,layer:v,path:H.makeTickPath(e,y,B[4],{len:e._depth}),transFn:A})}))}else e.title.hasOwnProperty(\"standoff\")&&rt.push((function(){e._depth=B[4]*(at()[e.side]-y)}));var it=o.getComponentMethod(\"rangeslider\",\"isVisible\")(e);return rt.push((function(){var r,n,i,s,l=e.side.charAt(0),u=V[e.side].charAt(0),f=H.getPxPosition(t,e),h=E?e.ticklen:0;if((e.automargin||it)&&(\"multicategory\"===e.type?r=at(\"tick2\"):(r=at(),\"x\"===d&&\"b\"===l&&(e._depth=Math.max(r.width>0?r.bottom-f:0,h)))),e.automargin){n={x:0,y:0,r:0,l:0,t:0,b:0};var p=[0,1];if(\"x\"===d){if(\"b\"===l?n[l]=e._depth:(n[l]=e._depth=Math.max(r.width>0?f-r.top:0,h),p.reverse()),r.width>0){var g=r.right-(e._offset+e._length);g>0&&(n.xr=1,n.r=g);var v=e._offset-r.left;v>0&&(n.xl=0,n.l=v)}}else if(\"l\"===l?n[l]=e._depth=Math.max(r.height>0?f-r.left:0,h):(n[l]=e._depth=Math.max(r.height>0?r.right-f:0,h),p.reverse()),r.height>0){var y=r.bottom-(e._offset+e._length);y>0&&(n.yb=0,n.b=y);var x=e._offset-r.top;x>0&&(n.yt=1,n.t=x)}n[m]=\"free\"===e.anchor?e.position:e._anchorAxis.domain[p[0]],e.title.text!==c._dfltTitle[d]&&(n[l]+=bt(e)+(e.title.standoff||0)),e.mirror&&\"free\"!==e.anchor&&((i={x:0,y:0,r:0,l:0,t:0,b:0})[u]=e.linewidth,e.mirror&&!0!==e.mirror&&(i[u]+=h),!0===e.mirror||\"ticks\"===e.mirror?i[m]=e._anchorAxis.domain[p[1]]:\"all\"!==e.mirror&&\"allticks\"!==e.mirror||(i[m]=[e._counterDomainMin,e._counterDomainMax][p[1]]))}it&&(s=o.getComponentMethod(\"rangeslider\",\"autoMarginOpts\")(t,e)),a.autoMargin(t,Tt(e),n),a.autoMargin(t,kt(e),i),a.autoMargin(t,At(e),s)})),r.skipTitle||it&&\"bottom\"===e.side||rt.push((function(){return function(t,e){var r,n=t._fullLayout,i=e._id,a=i.charAt(0),o=e.title.font.size;if(e.title.hasOwnProperty(\"standoff\"))r=e._depth+e.title.standoff+bt(e);else{var s=Pt(e);if(\"multicategory\"===e.type)r=e._depth;else{var l=1.5*o;s&&(l=.5*o,\"outside\"===e.ticks&&(l+=e.ticklen)),r=10+l+(e.linewidth?e.linewidth-1:0)}s||(r+=\"x\"===a?\"top\"===e.side?o*(e.showticklabels?1:0):o*(e.showticklabels?1.5:.5):\"right\"===e.side?o*(e.showticklabels?1:.5):o*(e.showticklabels?.5:0))}var c,f,p,d,m=H.getPxPosition(t,e);\"x\"===a?(f=e._offset+e._length/2,p=\"top\"===e.side?m-r:m+r):(p=e._offset+e._length/2,f=\"right\"===e.side?m+r:m-r,c={rotate:\"-90\",offset:0});if(\"multicategory\"!==e.type){var g=e._selections[e._id+\"tick\"];if(d={selection:g,side:e.side},g&&g.node()&&g.node().parentNode){var v=h.getTranslate(g.node().parentNode);d.offsetLeft=v.x,d.offsetTop=v.y}e.title.hasOwnProperty(\"standoff\")&&(d.pad=0)}return u.draw(t,i+\"title\",{propContainer:e,propName:e._name+\".title.text\",placeholder:n._dfltTitle[a],avoid:d,transform:c,attributes:{x:f,y:p,\"text-anchor\":\"middle\"}})}(t,e)})),s.syncOrAsync(rt)}}function at(t){var r=p+(t||\"tick\");return w[r]||(w[r]=function(t,e){var r,n,i,a;t._selections[e].size()?(r=1/0,n=-1/0,i=1/0,a=-1/0,t._selections[e].each((function(){var t=wt(this),e=h.bBox(t.node().parentNode);r=Math.min(r,e.top),n=Math.max(n,e.bottom),i=Math.min(i,e.left),a=Math.max(a,e.right)}))):(r=0,n=0,i=0,a=0);return{top:r,bottom:n,left:i,right:a,height:n-r,width:a-i}}(e,r)),w[r]}},H.getTickSigns=function(t,e){var r=t._id.charAt(0),n={x:\"top\",y:\"right\"}[r],i=t.side===n?1:-1,a=[-1,1,i,-i];return\"inside\"!==(e?(t.minor||{}).ticks:t.ticks)==(\"x\"===r)&&(a=a.map((function(t){return-t}))),t.side&&a.push({l:-1,t:-1,r:1,b:1}[t.side.charAt(0)]),a},H.makeTransTickFn=function(t){return\"x\"===t._id.charAt(0)?function(e){return l(t._offset+t.l2p(e.x),0)}:function(e){return l(0,t._offset+t.l2p(e.x))}},H.makeTransTickLabelFn=function(t){var e=function(t){var e=t.ticklabelposition||\"\",r=function(t){return-1!==e.indexOf(t)},n=r(\"top\"),i=r(\"left\"),a=r(\"right\"),o=r(\"bottom\"),s=r(\"inside\"),l=o||i||n||a;if(!l&&!s)return[0,0];var c=t.side,u=l?(t.tickwidth||0)/2:0,f=3,h=t.tickfont?t.tickfont.size:12;(o||n)&&(u+=h*j,f+=(t.linewidth||0)/2);(i||a)&&(u+=(t.linewidth||0)/2,f+=3);s&&\"top\"===c&&(f-=h*(1-j));(i||n)&&(u=-u);\"bottom\"!==c&&\"right\"!==c||(f=-f);return[l?u:0,s?f:0]}(t),r=e[0],n=e[1];return\"x\"===t._id.charAt(0)?function(e){return l(r+t._offset+t.l2p(yt(e)),n)}:function(e){return l(n,r+t._offset+t.l2p(yt(e)))}},H.makeTickPath=function(t,e,r,n){n||(n={});var i=n.minor;if(i&&!t.minor)return\"\";var a=void 0!==n.len?n.len:i?t.minor.ticklen:t.ticklen,o=t._id.charAt(0),s=(t.linewidth||1)/2;return\"x\"===o?\"M0,\"+(e+s*r)+\"v\"+a*r:\"M\"+(e+s*r)+\",0h\"+a*r},H.makeLabelFns=function(t,e,r){var n=t.ticklabelposition||\"\",a=function(t){return-1!==n.indexOf(t)},o=a(\"top\"),l=a(\"left\"),c=a(\"right\"),u=a(\"bottom\")||l||o||c,f=a(\"inside\"),h=\"inside\"===n&&\"inside\"===t.ticks||!f&&\"outside\"===t.ticks&&\"boundaries\"!==t.tickson,p=0,d=0,m=h?t.ticklen:0;if(f?m*=-1:u&&(m=0),h&&(p+=m,r)){var g=s.deg2rad(r);p=m*Math.cos(g)+1,d=m*Math.sin(g)}t.showticklabels&&(h||t.showline)&&(p+=.2*t.tickfont.size);var v,y,x,b,_,w={labelStandoff:p+=(t.linewidth||1)/2*(f?-1:1),labelShift:d},T=0,k=t.side,A=t._id.charAt(0),M=t.tickangle;if(\"x\"===A)b=(_=!f&&\"bottom\"===k||f&&\"top\"===k)?1:-1,f&&(b*=-1),v=d*b,y=e+p*b,x=_?1:-.2,90===Math.abs(M)&&(f?x+=N:x=-90===M&&\"bottom\"===k?j:90===M&&\"top\"===k?N:.5,T=N/2*(M/90)),w.xFn=function(t){return t.dx+v+T*t.fontSize},w.yFn=function(t){return t.dy+y+t.fontSize*x},w.anchorFn=function(t,e){if(u){if(l)return\"end\";if(c)return\"start\"}return i(e)&&0!==e&&180!==e?e*b<0!==f?\"end\":\"start\":\"middle\"},w.heightFn=function(e,r,n){return r<-60||r>60?-.5*n:\"top\"===t.side!==f?-n:0};else if(\"y\"===A){if(b=(_=!f&&\"left\"===k||f&&\"right\"===k)?1:-1,f&&(b*=-1),v=p,y=d*b,x=0,f||90!==Math.abs(M)||(x=-90===M&&\"left\"===k||90===M&&\"right\"===k?j:.5),f){var S=i(M)?+M:0;if(0!==S){var E=s.deg2rad(S);T=Math.abs(Math.sin(E))*j*b,x=0}}w.xFn=function(t){return t.dx+e-(v+t.fontSize*x)*b+T*t.fontSize},w.yFn=function(t){return t.dy+y+t.fontSize*N},w.anchorFn=function(t,e){return i(e)&&90===Math.abs(e)?\"middle\":_?\"end\":\"start\"},w.heightFn=function(e,r,n){return\"right\"===t.side&&(r*=-1),r<-30?-n:r<30?-.5*n:0}}return w},H.drawTicks=function(t,e,r){r=r||{};var i=e._id+\"tick\",a=[].concat(e.minor&&e.minor.ticks?r.vals.filter((function(t){return t.minor&&!t.noTick})):[]).concat(e.ticks?r.vals.filter((function(t){return!t.minor&&!t.noTick})):[]),o=r.layer.selectAll(\"path.\"+i).data(a,xt);o.exit().remove(),o.enter().append(\"path\").classed(i,1).classed(\"ticks\",1).classed(\"crisp\",!1!==r.crisp).each((function(t){return f.stroke(n.select(this),t.minor?e.minor.tickcolor:e.tickcolor)})).style(\"stroke-width\",(function(r){return h.crispRound(t,r.minor?e.minor.tickwidth:e.tickwidth,1)+\"px\"})).attr(\"d\",r.path).style(\"display\",null),It(e,[R]),o.attr(\"transform\",r.transFn)},H.drawGrid=function(t,e,r){r=r||{};var i=e._id+\"grid\",a=e.minor&&e.minor.showgrid,o=a?r.vals.filter((function(t){return t.minor})):[],s=e.showgrid?r.vals.filter((function(t){return!t.minor})):[],l=r.counterAxis;if(l&&H.shouldShowZeroLine(t,e,l))for(var c=\"array\"===e.tickmode,u=0;u<s.length;u++){var p=s[u].x;if(c?!p:Math.abs(p)<e.dtick/100){if(s=s.slice(0,u).concat(s.slice(u+1)),!c)break;u--}}e._gw=h.crispRound(t,e.gridwidth,1);for(var d=a?h.crispRound(t,e.minor.gridwidth,1):0,m=r.layer,g=r.minorLayer,v=1;v>=0;v--){var y=v?m:g;if(y){var x=y.selectAll(\"path.\"+i).data(v?s:o,xt);x.exit().remove(),x.enter().append(\"path\").classed(i,1).classed(\"crisp\",!1!==r.crisp),x.attr(\"transform\",r.transFn).attr(\"d\",r.path).each((function(t){return f.stroke(n.select(this),t.minor?e.minor.gridcolor:e.gridcolor||\"#ddd\")})).style(\"stroke-dasharray\",(function(t){return h.dashStyle(t.minor?e.minor.griddash:e.griddash,t.minor?e.minor.gridwidth:e.gridwidth)})).style(\"stroke-width\",(function(t){return(t.minor?d:e._gw)+\"px\"})).style(\"display\",null),\"function\"==typeof r.path&&x.attr(\"d\",r.path)}}It(e,[z,D])},H.drawZeroLine=function(t,e,r){r=r||r;var n=e._id+\"zl\",i=H.shouldShowZeroLine(t,e,r.counterAxis),a=r.layer.selectAll(\"path.\"+n).data(i?[{x:0,id:e._id}]:[]);a.exit().remove(),a.enter().append(\"path\").classed(n,1).classed(\"zl\",1).classed(\"crisp\",!1!==r.crisp).each((function(){r.layer.selectAll(\"path\").sort((function(t,e){return Y(t.id,e.id)}))})),a.attr(\"transform\",r.transFn).attr(\"d\",r.path).call(f.stroke,e.zerolinecolor||f.defaultLine).style(\"stroke-width\",h.crispRound(t,e.zerolinewidth,e._gw||1)+\"px\").style(\"display\",null),It(e,[O])},H.drawLabels=function(t,e,r){r=r||{};var a=t._fullLayout,o=e._id,u=o.charAt(0),f=r.cls||o+\"tick\",p=r.vals.filter((function(t){return t.text})),d=r.labelFns,m=r.secondary?0:e.tickangle,g=(e._prevTickAngles||{})[f],v=r.layer.selectAll(\"g.\"+f).data(e.showticklabels?p:[],xt),y=[];function x(t,a){t.each((function(t){var o=n.select(this),s=o.select(\".text-math-group\"),u=d.anchorFn(t,a),f=r.transFn.call(o.node(),t)+(i(a)&&0!=+a?\" rotate(\"+a+\",\"+d.xFn(t)+\",\"+(d.yFn(t)-t.fontSize/2)+\")\":\"\"),p=c.lineCount(o),m=U*t.fontSize,g=d.heightFn(t,i(a)?+a:0,(p-1)*m);if(g&&(f+=l(0,g)),s.empty()){var v=o.select(\"text\");v.attr({transform:f,\"text-anchor\":u}),v.style(\"opacity\",1),e._adjustTickLabelsOverflow&&e._adjustTickLabelsOverflow()}else{var y=h.bBox(s.node()).width*{end:-.5,start:.5}[u];s.attr(\"transform\",f+l(y,0))}}))}v.enter().append(\"g\").classed(f,1).append(\"text\").attr(\"text-anchor\",\"middle\").each((function(e){var r=n.select(this),i=t._promises.length;r.call(c.positionText,d.xFn(e),d.yFn(e)).call(h.font,e.font,e.fontSize,e.fontColor).text(e.text).call(c.convertToTspans,t),t._promises[i]?y.push(t._promises.pop().then((function(){x(r,m)}))):x(r,m)})),It(e,[F]),v.exit().remove(),r.repositionOnUpdate&&v.each((function(t){n.select(this).select(\"text\").call(c.positionText,d.xFn(t),d.yFn(t))})),e._adjustTickLabelsOverflow=function(){var r=e.ticklabeloverflow;if(r&&\"allow\"!==r){var i=-1!==r.indexOf(\"hide\"),o=\"x\"===e._id.charAt(0),l=0,c=o?t._fullLayout.width:t._fullLayout.height;if(-1!==r.indexOf(\"domain\")){var u=s.simpleMap(e.range,e.r2l);l=e.l2p(u[0])+e._offset,c=e.l2p(u[1])+e._offset}var f=Math.min(l,c),p=Math.max(l,c),d=e.side,m=1/0,g=-1/0;for(var y in v.each((function(t){var 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o=\"tick\"===t.K&&\"text\"===t.L&&\"period\"===e.ticklabelmode,s=a._plots[e._mainSubplot];(t.K===O.K?s.zerolinelayer.selectAll(\".\"+e._id+\"zl\"):t.K===D.K?s.minorGridlayer.selectAll(\".\"+e._id):t.K===z.K?s.gridlayer.selectAll(\".\"+e._id):s[e._id.charAt(0)+\"axislayer\"]).each((function(){var a=n.select(this);t.L&&(a=a.selectAll(t.L)),a.each((function(a){var s=e.l2p(o?yt(a):a.x)+e._offset,l=n.select(this);s<e[\"_visibleLabelMax_\"+r._id]&&s>e[\"_visibleLabelMin_\"+r._id]?l.style(\"display\",\"none\"):\"tick\"!==t.K||i||l.style(\"display\",null)}))}))}))}))},x(v,g+1?g:m);var b=null;e._selections&&(e._selections[f]=v);var _=[function(){return y.length&&Promise.all(y)}];e.automargin&&a._redrawFromAutoMarginCount&&90===g?(b=90,_.push((function(){x(v,g)}))):_.push((function(){if(x(v,m),p.length&&\"x\"===u&&!i(m)&&(\"log\"!==e.type||\"D\"!==String(e.dtick).charAt(0))){b=0;var t,n=0,a=[];if(v.each((function(t){n=Math.max(n,t.fontSize);var 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n=t(\"fast-isnumeric\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../../plot_api/plot_template\"),s=t(\"../array_container_defaults\"),l=t(\"./layout_attributes\"),c=t(\"./tick_value_defaults\"),u=t(\"./tick_mark_defaults\"),f=t(\"./tick_label_defaults\"),h=t(\"./prefix_suffix_defaults\"),p=t(\"./category_order_defaults\"),d=t(\"./line_grid_defaults\"),m=t(\"./set_convert\"),g=t(\"./constants\").WEEKDAY_PATTERN,v=t(\"./constants\").HOUR_PATTERN;function y(t,e,r){function i(r,n){return a.coerce(t,e,l.rangebreaks,r,n)}if(i(\"enabled\")){var o=i(\"bounds\");if(o&&o.length>=2){var s,c,u=\"\";if(2===o.length)for(s=0;s<2;s++)if(c=b(o[s])){u=g;break}var f=i(\"pattern\",u);if(f===g)for(s=0;s<2;s++)(c=b(o[s]))&&(e.bounds[s]=o[s]=c-1);if(f)for(s=0;s<2;s++)switch(c=o[s],f){case g:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[s]=o[s]=c;break;case v:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return 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a=Pt.dragmode,s=t._fullLayout.dragmode;s!==a&&(Pt.dragmode=s),yt(),pt=t._fullLayout._invScaleX,dt=t._fullLayout._invScaleY,ot||(gt?e.shiftKey?\"pan\"===s?s=\"zoom\":y(s)||(s=\"pan\"):e.ctrlKey&&(s=\"pan\"):s=\"pan\"),x(s)?Pt.minDrag=1:Pt.minDrag=void 0,y(s)?(Pt.xaxes=J,Pt.yaxes=K,A(e,r,n,Pt,s)):(Pt.clickFn=Ot,y(a)&&It(),ot||(\"zoom\"===s?(Pt.moveFn=zt,Pt.doneFn=Rt,Pt.minDrag=1,function(e,r,n){var a=bt.getBoundingClientRect();_t=r-a.left,wt=n-a.top,t._fullLayout._calcInverseTransform(t);var s=i.apply3DTransform(t._fullLayout._invTransform)(_t,wt);_t=s[0],wt=s[1],Tt={l:_t,r:_t,w:0,t:wt,b:wt,h:0},kt=t._hmpixcount?t._hmlumcount/t._hmpixcount:o(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,St=\"xy\",Ct=!1,Et=N(mt,kt,Q,$,At=\"M0,0H\"+tt+\"V\"+et+\"H0V0\"),Lt=j(mt,Q,$)}(0,r,n)):\"pan\"===s&&(Pt.moveFn=Ut,Pt.doneFn=Gt))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===bt){var r=t._fullLayout.dragmode;y(r)||(yt(),Yt([0,0,tt,et]),Pt.moveFn(e.dx,e.dy))}}},g.init(Pt);var 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r,n,a,o,s=t._fullLayout,c=s._plots,u=s._subplots.cartesian;if(ut&&l.subplotsRegistry.splom.drag(t),ct)for(r=0;r<u.length;r++)if(a=(n=c[u[r]]).xaxis,o=n.yaxis,n._scene){var f=i.simpleMap(a.range,a.r2l),p=i.simpleMap(o.range,o.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ut||ct)&&(_(t),w(t)),ft){var d=e[2]/I._length,g=e[3]/O._length;for(r=0;r<u.length;r++){a=(n=c[u[r]]).xaxis,o=n.yaxis;var y,x,b,T,k=(st||nt.isSubplotConstrained)&&!a.fixedrange&&V[a._id],A=(lt||nt.isSubplotConstrained)&&!o.fixedrange&&Z[o._id];if(k?(y=d,b=v||nt.isSubplotConstrained?e[0]:Zt(a,y)):nt.xaHash[a._id]?(y=d,b=e[0]*a._length/I._length):nt.yaHash[a._id]?(y=g,b=\"ns\"===at?-e[1]*a._length/O._length:Zt(a,y,{n:\"top\",s:\"bottom\"}[at])):b=Xt(a,y=Wt(a,d,g)),A?(x=g,T=m||nt.isSubplotConstrained?e[1]:Zt(o,x)):nt.yaHash[o._id]?(x=g,T=e[1]*o._length/O._length):nt.xaHash[o._id]?(x=d,T=\"ew\"===it?-e[0]*o._length/I._length:Zt(o,x,{e:\"right\",w:\"left\"}[it])):T=Xt(o,x=Wt(o,d,g)),y||x){y||(y=1),x||(x=1);var M=a._offset-b/y,S=o._offset-T/x;n.clipRect.call(h.setTranslate,b,T).call(h.setScale,y,x),n.plot.call(h.setTranslate,M,S).call(h.setScale,1/y,1/x),y===n.xScaleFactor&&x===n.yScaleFactor||(h.setPointGroupScale(n.zoomScalePts,y,x),h.setTextPointsScale(n.zoomScaleTxt,y,x)),h.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=y,n.yScaleFactor=x}}}}function Wt(t,e,r){return t.fixedrange?0:st&&rt.xaHash[t._id]?e:lt&&(rt.isSubplotConstrained?rt.xaHash:rt.yaHash)[t._id]?r:0}function Xt(t,e){return e?(t.range=t._r.slice(),E(t,e),Zt(t,e)):0}function Zt(t,e,r){return t._length*(1-e)*b[r||t.constraintoward||\"middle\"]}return m.length*v.length!=1&&W(bt,(function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(It(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();yt(),clearTimeout(Bt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),o=jt.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),s=(e.clientX-o.left)/o.width,l=(o.bottom-e.clientY)/o.height;if(st){for(v||(s=.5),n=0;n<J.length;n++)c(J[n],s,a);Vt(\"x\"),Ft[2]*=a,Ft[0]+=Ft[2]*s*(1/a-1)}if(lt){for(m||(l=.5),n=0;n<K.length;n++)c(K[n],l,a);Vt(\"y\"),Ft[3]*=a,Ft[1]+=Ft[3]*(1-l)*(1/a-1)}Yt(Ft),Ht(),t.emit(\"plotly_relayouting\",ht),Bt=setTimeout((function(){t._fullLayout&&(Ft=[0,0,tt,et],Gt())}),Nt),e.preventDefault()}else i.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=i.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),bt},makeDragger:O,makeRectDragger:z,makeZoombox:N,makeCorners:j,updateZoombox:U,xyCorners:G,transitionZoombox:V,removeZoombox:H,showDoubleClickNotifier:q,attachWheelEventHandler:W}},{\"../../components/color\":366,\"../../components/dragelement\":385,\"../../components/dragelement/helpers\":384,\"../../components/drawing\":388,\"../../components/fx\":406,\"../../constants/alignment\":471,\"../../lib\":503,\"../../lib/clear_gl_canvases\":487,\"../../lib/setcursor\":524,\"../../lib/svg_text_utils\":529,\"../../plot_api/subroutines\":544,\"../../registry\":638,\"../plots\":619,\"./axes\":554,\"./axis_ids\":558,\"./constants\":561,\"./scale_zoom\":574,\"./select\":575,\"@plotly/d3\":58,\"has-passive-events\":229,tinycolor2:312}],564:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../components/fx\"),a=t(\"../../components/dragelement\"),o=t(\"../../lib/setcursor\"),s=t(\"./dragbox\").makeDragBox,l=t(\"./constants\").DRAGGERSIZE;r.initInteractions=function(t){var e=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(\".drag\").remove();else if(e._has(\"cartesian\")||e._has(\"splom\")){Object.keys(e._plots||{}).sort((function(t,r){if((e._plots[t].mainplot&&!0)===(e._plots[r].mainplot&&!0)){var n=t.split(\"y\"),i=r.split(\"y\");return n[0]===i[0]?Number(n[1]||1)-Number(i[1]||1):Number(n[0]||1)-Number(i[0]||1)}return e._plots[t].mainplot?1:-1})).forEach((function(r){var n=e._plots[r],o=n.xaxis,c=n.yaxis;if(!n.mainplot){var u=s(t,n,o._offset,c._offset,o._length,c._length,\"ns\",\"ew\");u.onmousemove=function(e){t._fullLayout._rehover=function(){t._fullLayout._hoversubplot===r&&t._fullLayout._plots[r]&&i.hover(t,e,r)},i.hover(t,e,r),t._fullLayout._lasthover=u,t._fullLayout._hoversubplot=r},u.onmouseout=function(e){t._dragging||(t._fullLayout._hoversubplot=null,a.unhover(t,e))},t._context.showAxisDragHandles&&(s(t,n,o._offset-l,c._offset-l,l,l,\"n\",\"w\"),s(t,n,o._offset+o._length,c._offset-l,l,l,\"n\",\"e\"),s(t,n,o._offset-l,c._offset+c._length,l,l,\"s\",\"w\"),s(t,n,o._offset+o._length,c._offset+c._length,l,l,\"s\",\"e\"))}if(t._context.showAxisDragHandles){if(r===o._mainSubplot){var f=o._mainLinePosition;\"top\"===o.side&&(f-=l),s(t,n,o._offset+.1*o._length,f,.8*o._length,l,\"\",\"ew\"),s(t,n,o._offset,f,.1*o._length,l,\"\",\"w\"),s(t,n,o._offset+.9*o._length,f,.1*o._length,l,\"\",\"e\")}if(r===c._mainSubplot){var h=c._mainLinePosition;\"right\"!==c.side&&(h-=l),s(t,n,h,c._offset+.1*c._length,l,.8*c._length,\"ns\",\"\"),s(t,n,h,c._offset+.9*c._length,l,.1*c._length,\"s\",\"\"),s(t,n,h,c._offset,l,.1*c._length,\"n\",\"\")}}}));var o=e._hoverlayer.node();o.onmousemove=function(r){r.target=t._fullLayout._lasthover,i.hover(t,r,e._hoversubplot)},o.onclick=function(e){e.target=t._fullLayout._lasthover,i.click(t,e)},o.onmousedown=function(e){t._fullLayout._lasthover.onmousedown(e)},r.updateFx(t)}},r.updateFx=function(t){var e=t._fullLayout,r=\"pan\"===e.dragmode?\"move\":\"crosshair\";o(e._draggers,r)}},{\"../../components/dragelement\":385,\"../../components/fx\":406,\"../../lib/setcursor\":524,\"./constants\":561,\"./dragbox\":563,\"@plotly/d3\":58}],565:[function(t,e,r){\"use strict\";e.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearSelect:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._drawing=!1}}},{}],566:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}e.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},{\"../../lib\":503}],567:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"./axis_ids\");e.exports=function(t){return function(e,r){var o=e[t];if(Array.isArray(o))for(var s=n.subplotsRegistry.cartesian,l=s.idRegex,c=r._subplots,u=c.xaxis,f=c.yaxis,h=c.cartesian,p=r._has(\"cartesian\")||r._has(\"gl2d\"),d=0;d<o.length;d++){var m=o[d];if(i.isPlainObject(m)){var g=a.cleanId(m.xref,\"x\",!1),v=a.cleanId(m.yref,\"y\",!1),y=l.x.test(g),x=l.y.test(v);if(y||x){p||i.pushUnique(r._basePlotModules,s);var b=!1;y&&-1===u.indexOf(g)&&(u.push(g),b=!0),x&&-1===f.indexOf(v)&&(f.push(v),b=!0),b&&y&&x&&h.push(g+v)}}}}}},{\"../../lib\":503,\"../../registry\":638,\"./axis_ids\":558}],568:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../plots\"),s=t(\"../../components/drawing\"),l=t(\"../get_data\").getModuleCalcData,c=t(\"./axis_ids\"),u=t(\"./constants\"),f=t(\"../../constants/xmlns_namespaces\"),h=a.ensureSingle;function p(t,e,r){return a.ensureSingle(t,e,r,(function(t){t.datum(r)}))}function d(t,e,r,a,o){for(var c,f,h,p=u.traceLayerClasses,d=t._fullLayout,m=d._modules,g=[],v=[],y=0;y<m.length;y++){var x=(c=m[y]).name,b=i.modules[x].categories;if(b.svg){var _=c.layerName||x+\"layer\",w=c.plot;h=(f=l(r,w))[0],r=f[1],h.length&&g.push({i:p.indexOf(_),className:_,plotMethod:w,cdModule:h}),b.zoomScale&&v.push(\".\"+_)}}g.sort((function(t,e){return t.i-e.i}));var T=e.plot.selectAll(\"g.mlayer\").data(g,(function(t){return t.className}));if(T.enter().append(\"g\").attr(\"class\",(function(t){return t.className})).classed(\"mlayer\",!0).classed(\"rangeplot\",e.isRangePlot),T.exit().remove(),T.order(),T.each((function(r){var i=n.select(this),l=r.className;r.plotMethod(t,e,r.cdModule,i,a,o),-1===u.clipOnAxisFalseQuery.indexOf(\".\"+l)&&s.setClipUrl(i,e.layerClipId,t)})),d._has(\"scattergl\")&&(c=i.getModule(\"scattergl\"),h=l(r,c)[0],c.plot(t,e,h)),!t._context.staticPlot&&(e._hasClipOnAxisFalse&&(e.clipOnAxisFalseTraces=e.plot.selectAll(u.clipOnAxisFalseQuery.join(\",\")).selectAll(\".trace\")),v.length)){var k=e.plot.selectAll(v.join(\",\")).selectAll(\".trace\");e.zoomScalePts=k.selectAll(\"path.point\"),e.zoomScaleTxt=k.selectAll(\".textpoint\")}}function m(t,e){var r=e.plotgroup,n=e.id,i=u.layerValue2layerClass[e.xaxis.layer],a=u.layerValue2layerClass[e.yaxis.layer],o=t._fullLayout._hasOnlyLargeSploms;if(e.mainplot){var s=e.mainplotinfo,l=s.plotgroup,f=n+\"-x\",d=n+\"-y\";e.minorGridlayer=s.minorGridlayer,e.gridlayer=s.gridlayer,e.zerolinelayer=s.zerolinelayer,h(s.overlinesBelow,\"path\",f),h(s.overlinesBelow,\"path\",d),h(s.overaxesBelow,\"g\",f),h(s.overaxesBelow,\"g\",d),e.plot=h(s.overplot,\"g\",n),h(s.overlinesAbove,\"path\",f),h(s.overlinesAbove,\"path\",d),h(s.overaxesAbove,\"g\",f),h(s.overaxesAbove,\"g\",d),e.xlines=l.select(\".overlines-\"+i).select(\".\"+f),e.ylines=l.select(\".overlines-\"+a).select(\".\"+d),e.xaxislayer=l.select(\".overaxes-\"+i).select(\".\"+f),e.yaxislayer=l.select(\".overaxes-\"+a).select(\".\"+d)}else 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yt=b(\"rangeslider\",\"handleDefaults\"),xt=b(\"rangeselector\",\"handleDefaults\");for(y=0;y<j.length;y++)q=j[y],W=t[q],X=e[q],yt(t,e,q),\"date\"===X.type&&xt(W,X,e,U,X.calendar),K(\"fixedrange\");for(y=0;y<U.length;y++){q=U[y],W=t[q],X=e[q];var bt=e[m(X.anchor)];K(\"fixedrange\",b(\"rangeslider\",\"isVisible\")(bt))}h.handleDefaults(t,e,{axIds:rt.concat(it).sort(d.idSort),axHasImage:P})}},{\"../../components/color\":366,\"../../components/fx/helpers\":402,\"../../components/fx/hovermode_defaults\":405,\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../../registry\":638,\"../layout_attributes\":610,\"./axis_defaults\":556,\"./axis_ids\":558,\"./constants\":561,\"./constraints\":562,\"./layout_attributes\":569,\"./position_defaults\":572,\"./type_defaults\":582}],571:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../components/color/attributes\"),a=t(\"../../lib\");e.exports=function(t,e,r,o){var s=(o=o||{}).dfltColor;function l(r,n){return a.coerce2(t,e,o.attributes,r,n)}var c=l(\"linecolor\",s),u=l(\"linewidth\");r(\"showline\",o.showLine||!!c||!!u)||(delete e.linecolor,delete e.linewidth);var f=l(\"gridcolor\",n(s,o.bgColor,o.blend||i.lightFraction).toRgbString()),h=l(\"gridwidth\"),p=l(\"griddash\");if(r(\"showgrid\",o.showGrid||!!f||!!h||!!p)||(delete e.gridcolor,delete e.gridwidth,delete e.griddash),o.hasMinor){var d=l(\"minor.gridcolor\",n(e.gridcolor,o.bgColor,67).toRgbString()),m=l(\"minor.gridwidth\",e.gridwidth||1),g=l(\"minor.griddash\",e.griddash||\"solid\");r(\"minor.showgrid\",!!d||!!m||!!g)||(delete e.minor.gridcolor,delete e.minor.gridwidth,delete e.minor.griddash)}if(!o.noZeroLine){var v=l(\"zerolinecolor\",s),y=l(\"zerolinewidth\");r(\"zeroline\",o.showGrid||!!v||!!y)||(delete e.zerolinecolor,delete e.zerolinewidth)}}},{\"../../components/color/attributes\":365,\"../../lib\":503,tinycolor2:312}],572:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\");e.exports=function(t,e,r,a){var o,s,l,c,u=a.counterAxes||[],f=a.overlayableAxes||[],h=a.letter,p=a.grid;p&&(s=p._domains[h][p._axisMap[e._id]],o=p._anchors[e._id],s&&(l=p[h+\"side\"].split(\" \")[0],c=p.domain[h][\"right\"===l||\"top\"===l?1:0])),s=s||[0,1],o=o||(n(t.position)?\"free\":u[0]||\"free\"),l=l||(\"x\"===h?\"bottom\":\"left\"),c=c||0,\"free\"===i.coerce(t,e,{anchor:{valType:\"enumerated\",values:[\"free\"].concat(u),dflt:o}},\"anchor\")&&r(\"position\",c),i.coerce(t,e,{side:{valType:\"enumerated\",values:\"x\"===h?[\"bottom\",\"top\"]:[\"left\",\"right\"],dflt:l}},\"side\");var d=!1;if(f.length&&(d=i.coerce(t,e,{overlaying:{valType:\"enumerated\",values:[!1].concat(f),dflt:!1}},\"overlaying\")),!d){var m=r(\"domain\",s);m[0]>m[1]-1/4096&&(e.domain=s),i.noneOrAll(t.domain,e.domain,s)}return r(\"layer\"),e}},{\"../../lib\":503,\"fast-isnumeric\":190}],573:[function(t,e,r){\"use strict\";var n=t(\"./show_dflt\");e.exports=function(t,e,r,i,a){a||(a={});var o=a.tickSuffixDflt,s=n(t);r(\"tickprefix\")&&r(\"showtickprefix\",s),r(\"ticksuffix\",o)&&r(\"showticksuffix\",s)}},{\"./show_dflt\":577}],574:[function(t,e,r){\"use strict\";var n=t(\"../../constants/alignment\").FROM_BL;e.exports=function(t,e,r){void 0===r&&(r=n[t.constraintoward||\"center\"]);var i=[t.r2l(t.range[0]),t.r2l(t.range[1])],a=i[0]+(i[1]-i[0])*r;t.range=t._input.range=[t.l2r(a+(i[0]-a)*e),t.l2r(a+(i[1]-a)*e)],t.setScale()}},{\"../../constants/alignment\":471}],575:[function(t,e,r){\"use strict\";var n=t(\"polybooljs\"),i=t(\"../../registry\"),a=t(\"../../components/drawing\").dashStyle,o=t(\"../../components/color\"),s=t(\"../../components/fx\"),l=t(\"../../components/fx/helpers\").makeEventData,c=t(\"../../components/dragelement/helpers\"),u=c.freeMode,f=c.rectMode,h=c.drawMode,p=c.openMode,d=c.selectMode,m=t(\"../../components/shapes/draw_newshape/display_outlines\"),g=t(\"../../components/shapes/draw_newshape/helpers\").handleEllipse,v=t(\"../../components/shapes/draw_newshape/newshapes\"),y=t(\"../../lib\"),x=t(\"../../lib/polygon\"),b=t(\"../../lib/throttle\"),_=t(\"./axis_ids\").getFromId,w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"./constants\"),A=k.MINSELECT,M=x.filter,S=x.tester,E=t(\"./handle_outline\").clearSelect,L=t(\"./helpers\"),C=L.p2r,P=L.axValue,I=L.getTransform;function O(t,e,r,n,i,a,o){var s,l,c,u,f,h,d,g,v,y=e._hoverdata,x=e._fullLayout.clickmode.indexOf(\"event\")>-1,b=[];if(function(t){return 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e=[],r=z(t[0])?0:t[0][0][0],n=r,i=z(t[0])?0:t[0][0][1],a=i,o=0;o<t.length;o++)if(z(t[o]))e.push(D(t[o]));else{var s=x.tester(t[o]);s.subtract=t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),i=Math.min(i,s.ymin),a=Math.max(a,s.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,i)&&(a=!1===e[o].subtract);return a},isRect:!1,degenerate:!1}}function F(t,e,r){e._fullLayout._drawing=!1;var n=e._fullLayout,i=r.plotinfo,a=r.dragmode,o=n._lastSelectedSubplot&&n._lastSelectedSubplot===i.id,s=(t.shiftKey||t.altKey)&&!(h(a)&&p(a));o&&s&&i.selection&&i.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=i.selection.selectionDefs,r.mergedPolygons=i.selection.mergedPolygons):s&&i.selection||B(r),o||(E(e),n._lastSelectedSubplot=i.id)}function B(t){var e=t.dragmode,r=t.plotinfo,n=t.gd;if(n._fullLayout._activeShapeIndex>=0&&n._fullLayout._deactivateShape(n),h(e)){var 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r=this.bounds,n=(e.framewidth||0)/2,i=r[0][0]-n,a=r[0][1]-n,o=r[1][0]-i+n,s=r[1][1]-a+n;h.setRect(this.clipRect,i,a,o,s),this.bgRect.call(h.setRect,i,a,o,s).call(f.fill,e.bgcolor),this.xaxis._offset=i,this.xaxis._length=o,this.yaxis._offset=a,this.yaxis._length=s},S.updateFx=function(t,e){var r=this,i=r.graphDiv,a=r.bgRect,o=t.dragmode,s=t.clickmode;if(!r.isStatic){var u;\"select\"===o?u=function(t,e){(t.range={})[r.id]=[h([e.xmin,e.ymin]),h([e.xmax,e.ymax])]}:\"lasso\"===o&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(h)});var f={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&x(i)}};\"pan\"===o?(a.node().onmousedown=null,a.call(_(r,e)),a.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,i=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",i),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(h.setClipUrl,i,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},m.setConvert(t.mockAxis,r)},S.saveViewInitial=function(t){var 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e=t._fullLayout,r=t.calcdata,i=e._subplots.geo,s=0;s<i.length;s++){var l=i[s],c=n(r,o,l),u=e[l]._subplot;u||(u=a({id:l,graphDiv:t,container:e._geolayer.node(),topojsonURL:t._context.topojsonURL,staticPlot:t._context.staticPlot}),e[l]._subplot=u),u.plot(c,e,t._promises)}},updateFx:function(t){for(var e=t._fullLayout,r=e._subplots.geo,n=0;n<r.length;n++){var i=e[r[n]];i._subplot.updateFx(e,i)}},clean:function(t,e,r,n){for(var i=n._subplots.geo||[],a=0;a<i.length;a++){var o=i[a],s=n[o]._subplot;!e[o]&&s&&(s.framework.remove(),s.clipDef.remove())}}}},{\"../../lib\":503,\"../../plots/get_data\":593,\"./geo\":588,\"./layout_attributes\":590,\"./layout_defaults\":591}],590:[function(t,e,r){\"use strict\";var n=t(\"../../components/color/attributes\"),i=t(\"../domain\").attributes,a=t(\"../../components/drawing/attributes\").dash,o=t(\"./constants\"),s=t(\"../../plot_api/edit_types\").overrideAll,l=t(\"../../lib/sort_object_keys\"),c={range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},showgrid:{valType:\"boolean\",dflt:!1},tick0:{valType:\"number\",dflt:0},dtick:{valType:\"number\"},gridcolor:{valType:\"color\",dflt:n.lightLine},gridwidth:{valType:\"number\",min:0,dflt:1},griddash:a};(e.exports=s({domain:i({name:\"geo\"},{}),fitbounds:{valType:\"enumerated\",values:[!1,\"locations\",\"geojson\"],dflt:!1,editType:\"plot\"},resolution:{valType:\"enumerated\",values:[110,50],dflt:110,coerceNumber:!0},scope:{valType:\"enumerated\",values:l(o.scopeDefaults),dflt:\"world\"},projection:{type:{valType:\"enumerated\",values:l(o.projNames)},rotation:{lon:{valType:\"number\"},lat:{valType:\"number\"},roll:{valType:\"number\"}},tilt:{valType:\"number\",dflt:0},distance:{valType:\"number\",min:1.001,dflt:2},parallels:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},scale:{valType:\"number\",min:0,dflt:1}},center:{lon:{valType:\"number\"},lat:{valType:\"number\"}},visible:{valType:\"boolean\",dflt:!0},showcoastlines:{valType:\"boolean\"},coastlinecolor:{valType:\"color\",dflt:n.defaultLine},coastlinewidth:{valType:\"number\",min:0,dflt:1},showland:{valType:\"boolean\",dflt:!1},landcolor:{valType:\"color\",dflt:o.landColor},showocean:{valType:\"boolean\",dflt:!1},oceancolor:{valType:\"color\",dflt:o.waterColor},showlakes:{valType:\"boolean\",dflt:!1},lakecolor:{valType:\"color\",dflt:o.waterColor},showrivers:{valType:\"boolean\",dflt:!1},rivercolor:{valType:\"color\",dflt:o.waterColor},riverwidth:{valType:\"number\",min:0,dflt:1},showcountries:{valType:\"boolean\"},countrycolor:{valType:\"color\",dflt:n.defaultLine},countrywidth:{valType:\"number\",min:0,dflt:1},showsubunits:{valType:\"boolean\"},subunitcolor:{valType:\"color\",dflt:n.defaultLine},subunitwidth:{valType:\"number\",min:0,dflt:1},showframe:{valType:\"boolean\"},framecolor:{valType:\"color\",dflt:n.defaultLine},framewidth:{valType:\"number\",min:0,dflt:1},bgcolor:{valType:\"color\",dflt:n.background},lonaxis:c,lataxis:c},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":365,\"../../components/drawing/attributes\":387,\"../../lib/sort_object_keys\":526,\"../../plot_api/edit_types\":536,\"../domain\":584,\"./constants\":587}],591:[function(t,e,r){\"use 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d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,f=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var 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n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":407,\"../../constants/xmlns_namespaces\":480,\"../../plot_api/edit_types\":536,\"../cartesian\":568,\"../cartesian/attributes\":552,\"../cartesian/constants\":561,\"../get_data\":593,\"../layout_attributes\":610,\"./scene2d\":597}],597:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"../../../stackgl_modules\").gl_plot2d,c=t(\"../../../stackgl_modules\").gl_spikes2d,u=t(\"../../../stackgl_modules\").gl_select_box,f=t(\"webgl-context\"),h=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),m=t(\"../cartesian/constraints\"),g=m.enforce,v=m.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var m=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),m.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.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])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[m.trace.index]||{},v=m.pointIndex,y=s.castHoverinfo(g,i,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(m.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(m.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(m.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(m.textLabel=void 0),-1===x.indexOf(\"name\")&&(m.name=void 0)}s.loneHover({x:m.screenCoord[0],y:m.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",m.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",m.traceCoord[1]),zLabel:m.traceCoord[2],text:m.textLabel,name:m.name,color:s.castHoverOption(g,v,\"bgcolor\")||m.color,borderColor:s.castHoverOption(g,v,\"bordercolor\"),fontFamily:s.castHoverOption(g,v,\"font.family\"),fontSize:s.castHoverOption(g,v,\"font.size\"),fontColor:s.castHoverOption(g,v,\"font.color\"),nameLength:s.castHoverOption(g,v,\"namelength\"),textAlign:s.castHoverOption(g,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../../stackgl_modules\":1124,\"../../components/dragelement/helpers\":384,\"../../components/fx\":406,\"../../lib/show_no_webgl_msg\":525,\"../../plots/cartesian/axes\":554,\"../../registry\":638,\"../cartesian/autorange\":553,\"../cartesian/constants\":561,\"../cartesian/constraints\":562,\"./camera\":594,\"./convert\":595,\"webgl-context\":331}],598:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":407,\"../../constants/xmlns_namespaces\":480,\"../../lib\":503,\"../../plot_api/edit_types\":536,\"../get_data\":593,\"./layout/attributes\":599,\"./layout/defaults\":603,\"./layout/layout_attributes\":604,\"./scene\":608}],599:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],600:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),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,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":366,\"../../../lib/extend\":493,\"../../../plot_api/edit_types\":536,\"../../cartesian/layout_attributes\":569}],601:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,13600/187).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},{\"../../../lib\":503,\"../../../plot_api/plot_template\":543,\"../../cartesian/axis_defaults\":556,\"../../cartesian/type_defaults\":582,\"./axis_attributes\":600,tinycolor2:312}],602:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":503,\"../../../lib/str2rgbarray\":528}],603:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),i=t(\"../../../components/color\"),a=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],f=0;f<u.length;f++)r(\"camera.\"+u[f]+\".x\"),r(\"camera.\"+u[f]+\".y\"),r(\"camera.\"+u[f]+\".z\");r(\"camera.projection.type\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",h?\"manual\":\"auto\");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var m=n.getDfltFromLayout(\"dragmode\");if(!1!==m&&!m)if(m=\"orbit\",t.camera&&t.camera.up){var g=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(g&&v&&y?y/Math.sqrt(g*g+v*v+y*y)>.999&&(m=\"turntable\"):m=\"turntable\")}else m=\"turntable\";r(\"dragmode\",m),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":366,\"../../../lib\":503,\"../../../registry\":638,\"../../get_data\":593,\"../../subplot_defaults\":632,\"./axis_defaults\":601,\"./layout_attributes\":604}],604:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),i=t(\"../../domain\").attributes,a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":503,\"../../../lib/extend\":493,\"../../domain\":584,\"./axis_attributes\":600}],605:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){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]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":528}],606:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(\"../../cartesian/axes\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":503,\"../../cartesian/axes\":554}],607:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],608:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../../stackgl_modules\").gl_plot3d,o=a.createCamera,s=a.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),f=t(\"../../lib\"),h=f.preserveDrawingBuffer(),p=t(\"../../plots/cartesian/axes\"),d=t(\"../../components/fx\"),m=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),y=t(\"./layout/convert\"),x=t(\"./layout/spikes\"),b=t(\"./layout/tick_marks\");function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,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=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c=Object.keys(e.traces),u=null,h=e.glplot.selection,m=0;m<c.length;++m)\"skip\"!==(t=e.traces[c[m]]).data.hoverinfo&&t.handlePick(h)&&(u=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==u){var y=v(e.glplot.cameraParams,h.dataCoordinate);t=u.data;var x,_=r._fullData[t.index],w=h.index,T={xLabel:g(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",h.traceCoordinate[2],t.zhoverformat)},k=d.castHoverinfo(_,e.fullLayout,w),A=(k||\"\").split(\"+\"),M=k&&\"all\"===k;_.hovertemplate||M||(-1===A.indexOf(\"x\")&&(T.xLabel=void 0),-1===A.indexOf(\"y\")&&(T.yLabel=void 0),-1===A.indexOf(\"z\")&&(T.zLabel=void 0),-1===A.indexOf(\"text\")&&(h.textLabel=void 0),-1===A.indexOf(\"name\")&&(u.name=void 0));var S=[];\"cone\"===t.type||\"streamtube\"===t.type?(T.uLabel=g(\"x\",h.traceCoordinate[3],t.uhoverformat),(M||-1!==A.indexOf(\"u\"))&&S.push(\"u: \"+T.uLabel),T.vLabel=g(\"y\",h.traceCoordinate[4],t.vhoverformat),(M||-1!==A.indexOf(\"v\"))&&S.push(\"v: \"+T.vLabel),T.wLabel=g(\"z\",h.traceCoordinate[5],t.whoverformat),(M||-1!==A.indexOf(\"w\"))&&S.push(\"w: \"+T.wLabel),T.normLabel=h.traceCoordinate[6].toPrecision(3),(M||-1!==A.indexOf(\"norm\"))&&S.push(\"norm: \"+T.normLabel),\"streamtube\"===t.type&&(T.divergenceLabel=h.traceCoordinate[7].toPrecision(3),(M||-1!==A.indexOf(\"divergence\"))&&S.push(\"divergence: \"+T.divergenceLabel)),h.textLabel&&S.push(h.textLabel),x=S.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(T.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(h.traceCoordinate[3]),t.valuehoverformat),S.push(\"value: \"+T.valueLabel),h.textLabel&&S.push(h.textLabel),x=S.join(\"<br>\")):x=h.textLabel;var E={x:h.traceCoordinate[0],y:h.traceCoordinate[1],z:h.traceCoordinate[2],data:_._input,fullData:_,curveNumber:_.index,pointNumber:w};d.appendArrayPointValue(E,_,w),t._module.eventData&&(E=_._module.eventData(E,h,_,{},w));var L={points:[E]};if(e.fullSceneLayout.hovermode){var C=[];d.loneHover({trace:_,x:(.5+.5*y[0]/y[3])*s,y:(.5-.5*y[1]/y[3])*l,xLabel:T.xLabel,yLabel:T.yLabel,zLabel:T.zLabel,text:x,name:u.name,color:d.castHoverOption(_,w,\"bgcolor\")||u.color,borderColor:d.castHoverOption(_,w,\"bordercolor\"),fontFamily:d.castHoverOption(_,w,\"font.family\"),fontSize:d.castHoverOption(_,w,\"font.size\"),fontColor:d.castHoverOption(_,w,\"font.color\"),nameLength:d.castHoverOption(_,w,\"namelength\"),textAlign:d.castHoverOption(_,w,\"align\"),hovertemplate:f.castOption(_,w,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},E,T),eventData:[E]},{container:n,gd:r,inOut_bbox:C}),E.bbox=C[0]}h.buttons&&h.distance<5?r.emit(\"plotly_click\",L):r.emit(\"plotly_hover\",L),this.oldEventData=L}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var k=[\"xaxis\",\"yaxis\",\"zaxis\"];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(m(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,g=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,M=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],T[0][a]/h[a]-M),g[1][a]=Math.max(g[1][a],T[1][a]/h[a]+M)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]>g[1][a])g[0][a]=-1,g[1][a]=1;else{var L=g[1][a]-g[0][a];g[0][a]-=L/32,g[1][a]+=L/32}if(\"reversed\"===s.autorange){var C=g[0][a];g[0][a]=g[1][a],g[1][a]=C}}else{var P=s.range;g[0][a]=s.r2l(P[0]),g[1][a]=s.r2l(P[1])}g[0][a]===g[1][a]&&(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.setBounds(a,{min:g[0][a]*h[a],max:g[1][a]*h[a]})}var I=c.aspectmode;if(\"cube\"===I)d=[1,1,1];else if(\"manual\"===I){var O=c.aspectratio;d=[O.x,O.y,O.z]}else{if(\"auto\"!==I&&\"data\"!==I)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var z=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];z[a]=Math.pow(D.acc,1/D.count)/h[a]}d=\"data\"===I||Math.max.apply(null,z)/Math.min.apply(null,z)<=4?z:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position=\"absolute\",B.left=F.l+R.x[0]*F.w+\"px\",B.top=F.t+(1-R.y[1])*F.h+\"px\",B.width=F.w*(R.x[1]-R.x[0])+\"px\",B.height=F.h*(R.y[1]-R.y[0])+\"px\"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).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]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),\"orthographic\"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var i=[\"up\",\"center\",\"eye\"],a=[\"x\",\"y\",\"z\"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+\".camera\").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+\".aspectratio\").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+\".camera.up\",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call(\"_storeDirectGUIEdit\",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t=\"png\"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n<i;++n,--i)for(var a=0;a<e;++a)for(var o=0;o<4;++o){var s=4*(e*n+a)+o,l=4*(e*i+a)+o,c=t[s];t[s]=t[l],t[l]=c}}(a,r,i),function(t,e,r){for(var n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement(\"canvas\");o.width=r,o.height=i;var s,l=o.getContext(\"2d\",{willReadFrequently:!0}),c=l.createImageData(r,i);switch(c.data.set(a),l.putImageData(c,0,0),t){case\"jpeg\":s=o.toDataURL(\"image/jpeg\");break;case\"webp\":s=o.toDataURL(\"image/webp\");break;default:s=o.toDataURL(\"image/png\")}return this.staticMode&&this.container.removeChild(n),s},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this._mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},p.setConvert(this._mockAxis,t)},e.exports=_},{\"../../../stackgl_modules\":1124,\"../../components/fx\":406,\"../../lib\":503,\"../../lib/show_no_webgl_msg\":525,\"../../lib/str2rgbarray\":528,\"../../plots/cartesian/axes\":554,\"../../registry\":638,\"./layout/convert\":602,\"./layout/spikes\":605,\"./layout/tick_marks\":606,\"./project\":607,\"has-passive-events\":229,\"webgl-context\":331}],609:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],610:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),i=t(\"./animation_attributes\"),a=t(\"../components/color/attributes\"),o=t(\"../components/shapes/draw_newshape/attributes\"),s=t(\"./pad_attributes\"),l=t(\"../lib/extend\").extendFlat,c=n({editType:\"calc\"});c.family.dflt='\"Open Sans\", verdana, arial, sans-serif',c.size.dflt=12,c.color.dflt=a.defaultLine,e.exports={font:c,title:{text:{valType:\"string\",editType:\"layoutstyle\"},font:n({editType:\"layoutstyle\"}),xref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},x:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"layoutstyle\"},y:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"left\",\"center\",\"right\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"layoutstyle\"},pad:l(s({editType:\"layoutstyle\"}),{}),editType:\"layoutstyle\"},uniformtext:{mode:{valType:\"enumerated\",values:[!1,\"hide\",\"show\"],dflt:!1,editType:\"plot\"},minsize:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"},autosize:{valType:\"boolean\",dflt:!1,editType:\"none\"},width:{valType:\"number\",min:10,dflt:700,editType:\"plot\"},height:{valType:\"number\",min:10,dflt:450,editType:\"plot\"},margin:{l:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},r:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},t:{valType:\"number\",min:0,dflt:100,editType:\"plot\"},b:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},autoexpand:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},computed:{valType:\"any\",editType:\"none\"},paper_bgcolor:{valType:\"color\",dflt:a.background,editType:\"plot\"},plot_bgcolor:{valType:\"color\",dflt:a.background,editType:\"layoutstyle\"},autotypenumbers:{valType:\"enumerated\",values:[\"convert types\",\"strict\"],dflt:\"convert types\",editType:\"calc\"},separators:{valType:\"string\",editType:\"plot\"},hidesources:{valType:\"boolean\",dflt:!1,editType:\"plot\"},showlegend:{valType:\"boolean\",editType:\"legend\"},colorway:{valType:\"colorlist\",dflt:a.defaults,editType:\"calc\"},datarevision:{valType:\"any\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"},editrevision:{valType:\"any\",editType:\"none\"},selectionrevision:{valType:\"any\",editType:\"none\"},template:{valType:\"any\",editType:\"calc\"},newshape:o.newshape,activeshape:o.activeshape,meta:{valType:\"any\",arrayOk:!0,editType:\"plot\"},transition:l({},i.transition,{editType:\"none\"}),_deprecated:{title:{valType:\"string\",editType:\"layoutstyle\"},titlefont:n({editType:\"layoutstyle\"})}}},{\"../components/color/attributes\":365,\"../components/shapes/draw_newshape/attributes\":451,\"../lib/extend\":493,\"./animation_attributes\":548,\"./font_attributes\":585,\"./pad_attributes\":618}],611:[function(t,e,r){\"use strict\";var n=t(\"../../lib/sort_object_keys\"),i='\\xa9 <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">OpenStreetMap</a> contributors',a=['\\xa9 <a target=\"_blank\" href=\"https://carto.com/\">Carto</a>',i].join(\" \"),o=['Map tiles by <a target=\"_blank\" href=\"https://stamen.com\">Stamen Design</a>','under <a target=\"_blank\" href=\"https://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a>',\"|\",'Data by <a target=\"_blank\" href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors','under <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">ODbL</a>'].join(\" \"),s={\"open-street-map\":{id:\"osm\",version:8,sources:{\"plotly-osm-tiles\":{type:\"raster\",attribution:i,tiles:[\"https://a.tile.openstreetmap.org/{z}/{x}/{y}.png\",\"https://b.tile.openstreetmap.org/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-osm-tiles\",type:\"raster\",source:\"plotly-osm-tiles\",minzoom:0,maxzoom:22}]},\"white-bg\":{id:\"white-bg\",version:8,sources:{},layers:[{id:\"white-bg\",type:\"background\",paint:{\"background-color\":\"#FFFFFF\"},minzoom:0,maxzoom:22}]},\"carto-positron\":{id:\"carto-positron\",version:8,sources:{\"plotly-carto-positron\":{type:\"raster\",attribution:a,tiles:[\"https://cartodb-basemaps-c.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-carto-positron\",type:\"raster\",source:\"plotly-carto-positron\",minzoom:0,maxzoom:22}]},\"carto-darkmatter\":{id:\"carto-darkmatter\",version:8,sources:{\"plotly-carto-darkmatter\":{type:\"raster\",attribution:a,tiles:[\"https://cartodb-basemaps-c.global.ssl.fastly.net/dark_all/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-carto-darkmatter\",type:\"raster\",source:\"plotly-carto-darkmatter\",minzoom:0,maxzoom:22}]},\"stamen-terrain\":{id:\"stamen-terrain\",version:8,sources:{\"plotly-stamen-terrain\":{type:\"raster\",attribution:o,tiles:[\"https://stamen-tiles.a.ssl.fastly.net/terrain/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-terrain\",type:\"raster\",source:\"plotly-stamen-terrain\",minzoom:0,maxzoom:22}]},\"stamen-toner\":{id:\"stamen-toner\",version:8,sources:{\"plotly-stamen-toner\":{type:\"raster\",attribution:o,tiles:[\"https://stamen-tiles.a.ssl.fastly.net/toner/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-toner\",type:\"raster\",source:\"plotly-stamen-toner\",minzoom:0,maxzoom:22}]},\"stamen-watercolor\":{id:\"stamen-watercolor\",version:8,sources:{\"plotly-stamen-watercolor\":{type:\"raster\",attribution:['Map 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t&&(-1!==p.styleValuesMapbox.indexOf(t)||0===t.indexOf(\"mapbox://\"))}r.name=\"mapbox\",r.attr=\"subplot\",r.idRoot=\"mapbox\",r.idRegex=r.attrRegex=i.counterRegex(\"mapbox\"),r.attributes={subplot:{valType:\"subplotid\",dflt:\"mapbox\",editType:\"calc\"}},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,a=e._subplots.mapbox;if(n.version!==p.requiredVersion)throw new Error(p.wrongVersionErrorMsg);var o=function(t,e){var r=t._fullLayout;if(\"\"===t._context.mapboxAccessToken)return\"\";for(var n=[],a=[],o=!1,s=!1,l=0;l<e.length;l++){var c=r[e[l]],u=c.accesstoken;d(c.style)&&(u?i.pushUnique(n,u):(d(c._input.style)&&(i.error(\"Uses Mapbox map style, but did not set an access token.\"),o=!0),s=!0)),u&&i.pushUnique(a,u)}if(s){var f=o?p.noAccessTokenErrorMsg:p.missingStyleErrorMsg;throw i.error(f),new Error(f)}return 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m=c.select(s._subplot.div);if(!(null===m.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var g=e._glimages.append(\"g\");g.attr(\"transform\",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),g.append(\"path\").attr(\"d\",p.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),g.append(\"path\").attr(\"d\",p.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),g.append(\"path\").attr(\"d\",p.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),g.append(\"polygon\").attr(\"points\",p.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var v=m.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),y=e._glimages.append(\"g\"),x=y.append(\"text\");x.text(v).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":v});var b=u.bBox(x.node()),_=n.w*(h.x[1]-h.x[0]);if(b.width>_/2){var w=v.split(\"|\").join(\"<br>\");x.text(w).attr(\"data-unformatted\",w).call(f.convertToTspans,t),b=u.bBox(x.node())}x.attr(\"transform\",a(-3,8-b.height)),y.insert(\"rect\",\".static-attribution\").attr({x:-b.width-6,y:-b.height-3,width:b.width+6,height:b.height+3,fill:\"rgba(255, 255, 255, 0.75)\"});var T=1;b.width+6>_&&(T=_/(b.width+6));var k=[n.l+n.w*h.x[1],n.t+n.h*(1-h.y[0])];y.attr(\"transform\",a(k[0],k[1])+o(T))}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=0;n<r.length;n++){e[r[n]]._subplot.updateFx(e)}}},{\"../../components/drawing\":388,\"../../constants/xmlns_namespaces\":480,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../../plots/get_data\":593,\"./constants\":611,\"./layout_attributes\":615,\"./layout_defaults\":616,\"./mapbox\":617,\"@plotly/d3\":58,\"mapbox-gl/dist/mapbox-gl-unminified\":239}],614:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../lib/svg_text_utils\").sanitizeHTML,a=t(\"./convert_text_opts\"),o=t(\"./constants\");function s(t,e){this.subplot=t,this.uid=t.uid+\"-\"+e,this.index=e,this.idSource=\"source-\"+this.uid,this.idLayer=o.layoutLayerPrefix+this.uid,this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}var l=s.prototype;function c(t){if(!t.visible)return!1;var e=t.source;if(Array.isArray(e)&&e.length>0){for(var r=0;r<e.length;r++)if(\"string\"!=typeof e[r]||0===e[r].length)return!1;return!0}return n.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function u(t){var e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0,\"raster-opacity\":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup[\"layout-\"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=i(t.sourceattribution));return a}(t);e.addSource(this.idSource,r)}},l.findFollowingMapboxLayerId=function(t){if(\"traces\"===t)for(var e=this.subplot.getMapLayers(),r=0;r<e.length;r++){var n=e[r].id;if(\"string\"==typeof n&&0===n.indexOf(o.traceLayerPrefix)){t=n;break}}return t},l.updateLayer=function(t){var e=this.subplot,r=u(t),n=this.lookupBelow(),i=this.findFollowingMapboxLayerId(n);this.removeLayer(),c(t)&&e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:r.layout,paint:r.paint},i),this.layerType=t.type,this.below=n},l.updateStyle=function(t){if(c(t)){var e=u(t);this.subplot.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.subplot.setOptions(this.idLayer,\"setPaintProperty\",e.paint)}},l.removeLayer=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer)},l.dispose=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer),t.getSource(this.idSource)&&t.removeSource(this.idSource)},e.exports=function(t,e,r){var n=new s(t,e);return n.update(r),n}},{\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"./constants\":611,\"./convert_text_opts\":612}],615:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\").defaultLine,a=t(\"../domain\").attributes,o=t(\"../font_attributes\"),s=t(\"../../traces/scatter/attributes\").textposition,l=t(\"../../plot_api/edit_types\").overrideAll,c=t(\"../../plot_api/plot_template\").templatedArray,u=t(\"./constants\"),f=o({});f.family.dflt=\"Open Sans Regular, Arial Unicode MS 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e,r,s=this,c=s.isSmith,u=s.gd,f=s.layers,h=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,m=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,L=s.sectorInRad,C=s.vangles,P=s.radialAxis,I=E.clampTiny,O=E.findXYatLength,z=E.findEnclosingVertexAngles,D=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(f,\"path\",\"maindrag\",!1===t.dragmode?\"none\":\"crosshair\");n.select(F).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(T,k)),F.onmousemove=function(t){y.hover(u,t,s.id),u._fullLayout._lasthover=F,u._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){u._dragging||v.unhover(u,t)};var B,N,j,U,V,H,q,G,Y,W={element:F,gd:u,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function X(t,e){return Math.sqrt(t*t+e*e)}function Z(t,e){return X(t-A,e-M)}function J(t,e){return Math.atan2(M-e,t-A)}function K(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function Q(t,e){if(0===t)return s.pathSector(2*D);var 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O,z,D,B=g.makeRectDragger(u,T,\"crosshair\",-x,-x,y,y),N={element:B,gd:c};!1===t.dragmode&&(N.dragmode=!1),V(n.select(B),m.visible&&h<f,{transform:l(b,_)}),N.prepFn=function(){O=null,z=null,D=null,N.moveFn=j,N.doneFn=H,w(c)},N.clampFn=function(t,e){return Math.sqrt(t*t+e*e)<S.MINDRAG&&(t=0,e=0),[t,e]},v.init(N)}function j(t,e){if(O)O(t,e);else{var n=[t,-e],a=[Math.cos(M),Math.sin(M)],s=Math.abs(o.dot(n,a)/Math.sqrt(o.dot(n,n)));isNaN(s)||(O=s<.5?q:G)}var l={};!function(t){null!==z?t[i.id+\".radialaxis.angle\"]=z:null!==D&&(t[i.id+\".radialaxis.range[\"+r+\"]\"]=D)}(l),c.emit(\"plotly_relayouting\",l)}function H(){null!==z?a.call(\"_guiRelayout\",c,i.id+\".radialaxis.angle\",z):null!==D&&a.call(\"_guiRelayout\",c,i.id+\".radialaxis.range[\"+r+\"]\",D)}function q(t,e){if(0!==r){var n=b+t,a=_+e;z=Math.atan2(d-a,n-p),i.vangles&&(z=U(z,i.vangles)),z=F(z);var o=l(p,d)+s(-z);u[\"radial-axis\"].attr(\"transform\",o),u[\"radial-line\"].select(\"line\").attr(\"transform\",o);var 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e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,i=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above 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r,n,i,a,o,l,p=this,d=t.domain,m=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*m-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[m-o/2,m+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var 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D=s(r+i/2,n)+\"rotate(-30)\"+s(0,-L._offset);p.layers.caxis.attr(\"transform\",D),p.layers.cgrid.attr(\"transform\",D),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(c.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(c.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",L.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(c.stroke,L.linecolor||\"#000\").style(\"stroke-width\",(L.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),u.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var 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L=A.MINZOOM/2+.87,C=\"m-0.87,.5h\"+L+\"v3h-\"+(L+5.2)+\"l\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l2.6,1.5l-\"+L/2+\",\"+.87*L+\"Z\",P=\"m0.87,.5h-\"+L+\"v3h\"+(L+5.2)+\"l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-2.6,1.5l\"+L/2+\",\"+.87*L+\"Z\",I=\"m0,1l\"+L/2+\",\"+.87*L+\"l2.6,-1.5l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-\"+(L/2+2.6)+\",\"+(.87*L+4.5)+\"l2.6,1.5l\"+L/2+\",-\"+.87*L+\"Z\",O=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearSelect=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,v,b,T,k,M=this,S=M.layers.plotbg.select(\"path\").node(),L=M.graphDiv,D=L._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+\".aaxis.min\"]=t.a,e[M.id+\".baxis.min\"]=t.b,e[M.id+\".caxis.min\"]=t.c,e}function F(t,e){var 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r=t/M.xaxis._m,n=e/M.yaxis._m,i=[(p={a:f.a-n,b:f.b+(r+n)/2,c:f.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),c=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[c]},e=(f.a-p.a)*M.yaxis._m,t=(f.c-p.c-f.b+p.b)*M.xaxis._m);var h=s(M.x0+t,M.y0+e);M.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var d=s(-t,-e);M.clipDefRelative.select(\"path\").attr(\"transform\",d),M.aaxis.range=[p.a,M.sum-p.b-p.c],M.baxis.range=[M.sum-p.a-p.c,p.b],M.caxis.range=[M.sum-p.a-p.b,p.c],M.drawAxes(!1),M._hasClipOnAxisFalse&&M.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(u.hideOutsideRangePoints,M),L.emit(\"plotly_relayouting\",R(p))}function 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n=t(\"../../components/colorscale/defaults\"),i=t(\"./label_defaults\");e.exports=function(t,e,r,a,o){var s,l=r(\"contours.coloring\"),c=\"\";\"fill\"===l&&(s=r(\"contours.showlines\")),!1!==s&&(\"lines\"!==l&&(c=r(\"line.color\",\"#000\")),r(\"line.width\",.5),r(\"line.dash\")),\"none\"!==l&&(!0!==t.showlegend&&(e.showlegend=!1),e._dfltShowLegend=!1,n(t,e,a,r,{prefix:\"\",cLetter:\"z\"})),r(\"line.smoothing\"),i(r,a,c,o)}},{\"../../components/colorscale/defaults\":376,\"./label_defaults\":750}],757:[function(t,e,r){\"use strict\";var n=t(\"../heatmap/attributes\"),i=t(\"../contour/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=i.contours;e.exports=o({carpet:{valType:\"string\",editType:\"calc\"},z:n.z,a:n.x,a0:n.x0,da:n.dx,b:n.y,b0:n.y0,db:n.dy,text:n.text,hovertext:n.hovertext,transpose:n.transpose,atype:n.xtype,btype:n.ytype,fillcolor:i.fillcolor,autocontour:i.autocontour,ncontours:i.ncontours,contours:{type:s.type,start:s.start,end:s.end,size:s.size,coloring:{valType:\"enumerated\",values:[\"fill\",\"lines\",\"none\"],dflt:\"fill\",editType:\"calc\"},showlines:s.showlines,showlabels:s.showlabels,labelfont:s.labelfont,labelformat:s.labelformat,operation:s.operation,value:s.value,editType:\"calc\",impliedEdits:{autocontour:!1}},line:{color:i.line.color,width:i.line.width,dash:i.line.dash,smoothing:i.line.smoothing,editType:\"plot\"},transforms:void 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n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":908}],789:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":503,\"./layout_attributes\":788}],790:[function(t,e,r){\"use strict\";var 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n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/font_attributes\"),o=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat;e.exports=u({z:{valType:\"data_array\",editType:\"calc\"},x:u({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:u({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:u({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:u({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:u({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:u({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),xperiod:u({},n.xperiod,{impliedEdits:{xtype:\"scaled\"}}),yperiod:u({},n.yperiod,{impliedEdits:{ytype:\"scaled\"}}),xperiod0:u({},n.xperiod0,{impliedEdits:{xtype:\"scaled\"}}),yperiod0:u({},n.yperiod0,{impliedEdits:{ytype:\"scaled\"}}),xperiodalignment:u({},n.xperiodalignment,{impliedEdits:{xtype:\"scaled\"}}),yperiodalignment:u({},n.yperiodalignment,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},xhoverformat:o(\"x\"),yhoverformat:o(\"y\"),zhoverformat:o(\"z\",1),hovertemplate:s(),texttemplate:l({arrayOk:!1,editType:\"plot\"},{keys:[\"x\",\"y\",\"z\",\"text\"]}),textfont:a({editType:\"plot\",autoSize:!0,autoColor:!0,colorEditType:\"style\"}),showlegend:u({},i.showlegend,{dflt:!1})},{transforms:void 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W=_.selectAll(\"g.gauge-outline\").data([x]);W.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),W.select(\"path\").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var X=O.selectAll(\"g.bullet\").data(R?e:[]);X.exit().remove();var Z=O.selectAll(\"g.bulletaxis\").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,m=n.gaugeBg,g=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",l(v.l,v.t)),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id=\"xbulletaxis\",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:\"inside\"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr(\"width\",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr(\"x\",(function(t){return i.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*A})).attr(\"height\",(function(t){return t.thickness*A}))}var C=[m].concat(u.gauge.steps),P=f.selectAll(\"g.bg-bullet\").data(C);P.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),P.select(\"rect\").call(L).call(T),P.exit().remove();var 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../surface/attributes\"),s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat;e.exports=l({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"}),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 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n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":374}],869:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_mesh3d,i=t(\"../../../stackgl_modules\").delaunay_triangulate,a=t(\"../../../stackgl_modules\").alpha_shape,o=t(\"../../../stackgl_modules\").convex_hull,s=t(\"../../lib/gl_format_color\").parseColorScale,l=t(\"../../lib/str2rgbarray\"),c=t(\"../../components/colorscale\").extractOpts,u=t(\"../../plots/gl3d/zip3\");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function m(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function g(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},h.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,f=t.x.length,h=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,f)||!g(t.j,f)||!g(t.k,f))return;n=u(m(t.i),m(t.j),m(t.k))}else n=0===t.alphahull?o(h):t.alphahull>0?a(t.alphahull,h):function(t,e){for(var r=[\"x\",\"y\",\"z\"].indexOf(t),n=[],a=e.length,o=0;o<a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,h);var v={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color=\"#fff\";var x=t.intensitymode;v[x+\"Intensity\"]=t.intensity,v[x+\"IntensityBounds\"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new 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n=t(\"../../lib\").extendFlat,i=t(\"../scatter/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../components/drawing/attributes\").dash,s=t(\"../../components/fx/attributes\"),l=t(\"../../constants/delta.js\"),c=l.INCREASING.COLOR,u=l.DECREASING.COLOR,f=i.line;function 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E=S.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);S.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(E),S.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;A.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),A.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",I).on(\"dragend\",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function m(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=y(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,c=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),m=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=c&&c<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],v=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+v.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=u.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+m.left,y:_-d.top+m.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function v(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(m),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function y(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return u.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,y(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,y(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a=\"left\"):(i=c.left+c.width,a=\"right\");var m=u.model.count,g=u.model.categoryLabel,v=m/u.parcatsViewModel.model.count,y={countLabel:m,categoryLabel:g,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",y.countLabel].join(\" \")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+y.categoryLabel+\"):\",y.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:y,eventData:[{data:p._input,fullData:p,count:m,category:g,probability:v}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron;if(\"color\"===l?(!function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),S(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),M(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===l?e=E(r,a,this):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),c=n.select(r).datum(),f=c.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,m=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var g=f.model.categoryLabel,v=c.parcatsViewModel.model.count,y=0;c.categoryViewModel.bands.forEach((function(t){t.color===c.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===c.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color \\u2229 \"+g+\"): \"+k.probabilityLabel),A.push(\"P(\"+g+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+g+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=u.mostReadable(c.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(m-e.top),text:M,color:c.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,a,this):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,this)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(m),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event)}}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),D(t.parcatsViewModel)}}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=z(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function D(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var m={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(m),N(m)),m}function B(t,e,r,n,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+n+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),m=0;m<c.length;m++){var g,v=c[m];g=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var 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n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":503}],896:[function(t,e,r){\"use strict\";var n=t(\"./base_index\");n.plot=t(\"./plot\"),e.exports=n},{\"./base_index\":890,\"./plot\":900}],897:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 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);\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 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I(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),g=l[0]?l[0].values.length:0;var e=r.lines,i=w?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var l=0;l<o;l++)i[a++]=l<e.length?e[l].paddedUnitValues[s]:.5;i[a++]=d(s,2),i[a++]=d(s,1),i[a++]=d(s,0),i[a++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return i}(g,l,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](m(n/4,e,r))}(E,g,a),_||w||(L=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var i,a,o,s=t.length,c=1/0,u=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<c&&(c=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>u&&(u=t[i].dim1.canvasX,o=i);0===s&&f(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var 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i=new Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",L.destroy(),b&&b.destroy(),E)E[e].destroy()},update:I}}},{\"../../lib\":503,\"./constants\":893,glslify:227}],898:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},{}],899:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=i.numberFormat,o=t(\"color-rgba\"),s=t(\"../../plots/cartesian/axes\"),l=i.strRotate,c=i.strTranslate,u=t(\"../../lib/svg_text_utils\"),f=t(\"../../components/drawing\"),h=t(\"../../components/colorscale\"),p=t(\"../../lib/gup\"),d=p.keyFun,m=p.repeat,g=p.unwrap,v=t(\"./helpers\"),y=t(\"./constants\"),x=t(\"./axisbrush\"),b=t(\"./lines\");function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,c=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-c[0])/(c[1]-c[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(c).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return 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n=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,a=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top 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r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(c=new Array(h),r=0;r<h;r++)c[r]=String(e.label0+r*e.dlabel);var d={},m=s(o[\"_\"+e.type+\"colormap\"]),g=0,v=!1;for(r=0;r<h;r++){var y,x,b;if(p){if(y=f[r],!n(y))continue;y=+y}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=y),a.push({v:y,label:x,color:m(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(i=a[_]).v+=y,i.pts.push(r),i.hidden||(g+=y),!1===i.color&&u[r]&&(i.color=m(u[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var f=i[u];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":366,\"fast-isnumeric\":190,tinycolor2:312}],904:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c(\"labels\"),c(\"values\")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),f){e._length=f,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var h,p=c(\"text\"),d=c(\"texttemplate\");if(d||(h=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||h&&\"none\"!==h){var m=c(\"textposition\");s(t,e,n,c,m,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(m)||\"auto\"===m||\"outside\"===m)&&c(\"automargin\"),(\"inside\"===m||\"auto\"===m||Array.isArray(m))&&c(\"insidetextorientation\")}o(e,n,c);var g=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",g?\"middle center\":\"top center\");g||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":503,\"../../plots/domain\":584,\"../bar/defaults\":652,\"./attributes\":901,\"fast-isnumeric\":190}],905:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":402}],906:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},{\"../../lib\":503}],907:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":901,\"./base_plot\":902,\"./calc\":903,\"./defaults\":904,\"./layout_attributes\":908,\"./layout_defaults\":909,\"./plot\":910,\"./style\":911,\"./style_one\":912}],908:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],909:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":503,\"./layout_attributes\":908}],910:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../plots/plots\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=l.strScale,u=l.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../bar/uniform_text\"),p=h.recordMinTextSize,d=h.clearMinTextSize,m=t(\"../bar/constants\").TEXTPAD,g=t(\"./helpers\"),v=t(\"./event_data\"),y=t(\"../../lib\").isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u=\"funnelarea\"===c.type;\"_hasHoverLabel\"in c||(c._hasHoverLabel=!1),\"_hasHoverEvent\"in c||(c._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:c._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),m=s+t.pxmid[1]*(1-p),y=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,y),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,y),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:m,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:m-p*i.r,_y1:u?s+t.BL[1]:m+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[v(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f=\"horizontal\"===u,h=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,m=[];if(!d){var g,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,m.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)v(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)v(Math.PI*(g+1),\"tan\")}if(f||p){for(g=4;g>=-4;g-=2)v(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)v(Math.PI*(g+.5),\"rad\")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;m.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a));for(var x=0,b=0,_=0;_<m.length;_++){var w=m[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return m[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?f*=2:-1!==a.title.position.indexOf(\"right\")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+I(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},f=u(\"label\"),h=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),m=n.separators;if(s=f?[e.label]:[],h){var v=g.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(g.formatPieValue(e.v,m)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(y(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d(\"pie\",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var h=n.select(this),d=e[0],m=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,s+=l*r.v/2,n=z(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr(\"stroke-linejoin\",\"round\"),h.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=m.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll(\"path.surface\").data([i]);if(h.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),u.call(x,t,e),m.pull){var v=+g.castOption(m.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=m.hole;if(i.v===d.vTotal){var k=\"M\"+(o+i.px0[0])+\",\"+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+\"Z\";T?h.attr(\"d\",\"M\"+(o+T*i.px0[0])+\",\"+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+\"Z\"+k):h.attr(\"d\",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr(\"d\",\"M\"+(o+T*i.px1[0])+\",\"+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+\"l\"+M*i.px0[0]+\",\"+M*i.px0[1]+A+\"Z\")}else h.attr(\"d\",\"M\"+o+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+A+\"Z\")}D(t,i,d);var S=g.castOption(m.textposition,i.pts),E=u.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==S?[0]:[]);E.enter().append(\"g\").classed(\"slicetext\",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===S?function(t,e,r){var n=g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,i=g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(m,i,r.font):b(m,i,r.font));u.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if(\"outside\"===S)v=L(y,i);else if(v=w(y,i,d),\"auto\"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,m.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var A=v.targetY;i.yLabelMin=A-y.height/2,i.yLabelMid=A,i.yLabelMax=A+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(m.type,v,r),e[a].transform=v,u.attr(\"transform\",l.getTextTransform(v))}))}function C(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*d.r+\",\"+n*d.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var T=n.select(this).selectAll(\"g.titletext\").data(m.title.text?[0]:[]);if(T.enter().append(\"g\").classed(\"titletext\",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=m.title.text;m._meta&&(i=l.templateString(i,m._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,m.title.font).call(f.convertToTspans,t),e=\"middle center\"===m.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):C(d,a),r.attr(\"transform\",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var 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n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=i.numberFormat,o=t(\"./render\"),s=t(\"../../components/fx\"),l=t(\"../../components/color\"),c=t(\"./constants\").cn,u=i._;function f(t){return\"\"!==t}function h(t,e){return t.filter((function(t){return t.key===e.traceId}))}function p(t,e){n.select(t).select(\"path\").style(\"fill-opacity\",e),n.select(t).select(\"rect\").style(\"fill-opacity\",e)}function d(t){n.select(t).select(\"text.name\").style(\"fill\",\"black\")}function m(t){return function(e){return-1!==t.node.sourceLinks.indexOf(e.link)||-1!==t.node.targetLinks.indexOf(e.link)}}function g(t){return function(e){return-1!==e.node.sourceLinks.indexOf(t.link)||-1!==e.node.targetLinks.indexOf(t.link)}}function v(t,e,r){e&&r&&h(r,e).selectAll(\".\"+c.sankeyLink).filter(m(e)).call(x.bind(0,e,r,!1))}function y(t,e,r){e&&r&&h(r,e).selectAll(\".\"+c.sankeyLink).filter(m(e)).call(b.bind(0,e,r,!1))}function x(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),i&&h(e,t).selectAll(\".\"+c.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),r&&h(e,t).selectAll(\".\"+c.sankeyNode).filter(g(t)).call(v)}function b(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),i&&h(e,t).selectAll(\".\"+c.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(c.sankeyNode).filter(g(t)).call(y)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}e.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,m=0;m<t._fullData.length;m++)if(t._fullData[m].visible&&t._fullData[m].type===c.sankey&&!t._fullData[m]._viewInitial){var g=t._fullData[m].node;t._fullData[m]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var w=u(t,\"source:\")+\" \",T=u(t,\"target:\")+\" \",k=u(t,\"concentration:\")+\" \",A=u(t,\"incoming flow count:\")+\" \",M=u(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var c=[],u=0,h=0;h<i.flow.links.length;h++){var m=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===m.pointNumber){i.link.pointNumber===m.pointNumber&&(u=h),m.fullData=m.trace,o=i.link.trace.link;var g=y(m),v={valueLabel:a(i.valueFormat)(m.value)+i.valueSuffix};c.push({x:g[0],y:g[1],name:v.valueLabel,text:[m.label||\"\",w+m.source.label,T+m.target.label,m.concentrationscale?k+a(\"%0.2f\")(m.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(m.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:v,eventData:[m]})}}s.loneHover(c,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:u}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function y(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(v,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+c.nodeRect),u=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),m=h.left-2-u.left,g=h.right+2-u.left,v=h.top+h.height/4-u.top,y={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*m,x1:x*g,y:b*v,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(y,r,i),s.click(t,{target:!0})}}})}},{\"../../components/color\":366,\"../../components/fx\":406,\"../../lib\":503,\"./constants\":920,\"./render\":924,\"@plotly/d3\":58}],924:[function(t,e,r){\"use strict\";var n=t(\"d3-force\"),i=t(\"d3-interpolate\").interpolateNumber,a=t(\"@plotly/d3\"),o=t(\"@plotly/d3-sankey\"),s=t(\"@plotly/d3-sankey-circular\"),l=t(\"./constants\"),c=t(\"tinycolor2\"),u=t(\"../../components/color\"),f=t(\"../../components/drawing\"),h=t(\"../../lib\"),p=h.strTranslate,d=h.strRotate,m=t(\"../../lib/gup\"),g=m.keyFun,v=m.repeat,y=m.unwrap,x=t(\"../../lib/svg_text_utils\"),b=t(\"../../registry\"),_=t(\"../../constants/alignment\"),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=y(e),a=i.trace,u=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,m=t.width*(u.x[1]-u.x[0]),g=t.height*(u.y[1]-u.y[0]),v=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[m,g]:[g,m]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(v).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=c(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*m,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}if(\"snap\"===a.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(v=k.nodes));n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:m,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?g:m,dragPerpendicular:f?m:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=c(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,o=t.link.target.x0,s=i(a,o),l=s(.5),c=s(.5),u=t.link.y0-t.link.width/2,f=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,p=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+u+\"C\"+l+\",\"+u+\" \"+c+\",\"+h+\" 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e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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g=\"projection.\"+d[m];f(g+\".show\")&&(f(g+\".opacity\"),f(g+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,h||p||r,{axis:\"z\"}),v(t,e,h||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,h||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":503,\"../../registry\":638,\"../scatter/line_defaults\":940,\"../scatter/marker_defaults\":946,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"./attributes\":955}],960:[function(t,e,r){\"use 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n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../components/colorscale/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=n.line,f=c.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:l({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:c.symbol,opacity:c.opacity,maxdisplayed:c.maxdisplayed,size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:c.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},{\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plots/attributes\":550,\"../../plots/template_attributes\":633,\"../scatter/attributes\":927}],962:[function(t,e,r){\"use 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n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),m=p(\"b\"),g=Math.min(d.length,m.length);if(g){e._length=g,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",g<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&c(t,e,h,p);var v=[];(a.hasMarkers(e)||a.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),a.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":503,\"../scatter/constants\":931,\"../scatter/fillcolor_defaults\":935,\"../scatter/line_defaults\":940,\"../scatter/line_shape_defaults\":942,\"../scatter/marker_defaults\":946,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"./attributes\":961}],964:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=n[i];return t.a=a.a,t.b=a.b,t.y=a.y,t}},{}],965:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,i=n.ab2ij([t.a,t.b]),a=Math.floor(i[0]),o=i[0]-a,s=Math.floor(i[1]),l=i[1]-s,c=n.evalxy([],a,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],966:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),i=t(\"../../lib\").fillText;e.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,f=c-u;return s.x0=Math.max(Math.min(s.x0,f),u),s.x1=Math.max(Math.min(s.x1,f),u),o}var h=s.cd[s.index];s.a=h.a,s.b=h.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,m=p._module.formatLabels(h,p);s.yLabel=m.yLabel,delete s.text;var g=[];if(!p.hovertemplate){var v=(h.hi||p.hoverinfo).split(\"+\");-1!==v.indexOf(\"all\")&&(v=[\"a\",\"b\",\"text\"]),-1!==v.indexOf(\"a\")&&y(d.aaxis,h.a),-1!==v.indexOf(\"b\")&&y(d.baxis,h.b),g.push(\"y: \"+s.yLabel),-1!==v.indexOf(\"text\")&&i(h,p,g),s.extraText=g.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,g.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":503,\"../scatter/hover\":938}],967:[function(t,e,r){\"use 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n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f(\"locations\");if(p&&p.length){var d,m=f(\"geojson\");(\"string\"==typeof m&&\"\"!==m||n.isPlainObject(m))&&(d=\"geojson-id\"),\"geojson-id\"===f(\"locationmode\",d)&&f(\"featureidkey\"),h=p.length}else{var 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M=p.font[r]={};M.size=(s.isTypedArray(f)?f[r]:Array.isArray(f)?n(f[r])?f[r]:0:f)*d,M.family=Array.isArray(h)?h[r]:h}else p.font={size:f*d,family:h};return p}function x(t){var e,r,n=t._length,i=t.marker,o={},l=s.isArrayOrTypedArray(i.symbol),c=s.isArrayOrTypedArray(i.color),f=s.isArrayOrTypedArray(i.line.color),d=s.isArrayOrTypedArray(i.opacity),m=s.isArrayOrTypedArray(i.size),g=s.isArrayOrTypedArray(i.line.width);if(l||(r=p.isOpenSymbol(i.symbol)),l||c||f||d){o.colors=new Array(n),o.borderColors=new Array(n);var v=u(i,i.opacity,n),y=u(i.line,i.opacity,n);if(!Array.isArray(y[0])){var x=y;for(y=Array(n),e=0;e<n;e++)y[e]=x}if(!Array.isArray(v[0])){var b=v;for(v=Array(n),e=0;e<n;e++)v[e]=b}for(o.colors=v,o.borderColors=y,e=0;e<n;e++){if(l){var _=i.symbol[e];r=p.isOpenSymbol(_)}r&&(y[e]=v[e].slice(),v[e]=v[e].slice(),v[e][3]=0)}o.opacity=t.opacity}else 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i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=y(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t){if(\"circle\"===t)return null;var e,r,n=l.symbolNumber(t),a=l.symbolFuncs[n%100],o=!!l.symbolNoDot[n%100],s=!!l.symbolNoFill[n%100],c=p.isDotSymbol(t);return M[t]?M[t]:(e=c&&!o?a(1.1*k)+S:a(k),r=i(e,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:s?A:-A}),M[t]=r,r||null)}e.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return 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T=y-_,k=y+w;p[v+u[0]]=x-i.c2l(T),p[v+u[1]]=i.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),m=Math.max(m,y+w)}}}h[a]={positions:r,errors:p,_bnds:[d,m]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var u=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(c)?c.length>1?c[i]:c[0]:c,m=g[p],v=g[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[i]=[m*y/h,x/h]}}return o}}},{\"../../components/drawing\":388,\"../../components/fx/helpers\":402,\"../../constants/interactions\":478,\"../../lib\":503,\"../../lib/gl_format_color\":499,\"../../plots/cartesian/axis_ids\":558,\"../../registry\":638,\"../scatter/make_bubble_size_func\":944,\"../scatter/subtypes\":952,\"./constants\":982,\"./helpers\":987,\"color-normalize\":89,\"fast-isnumeric\":190,\"svg-path-sdf\":310}],984:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),f=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,m){function g(r,i){return n.coerce(t,e,o,r,i)}var v=!!t.marker&&a.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,m,g);if(x){u(t,e,m,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,m,g),g(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,m,g),g(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,m,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":503,\"../../registry\":638,\"../scatter/constants\":931,\"../scatter/fillcolor_defaults\":935,\"../scatter/line_defaults\":940,\"../scatter/marker_defaults\":946,\"../scatter/period_defaults\":947,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"../scatter/xy_defaults\":954,\"./attributes\":979,\"./helpers\":987}],985:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},m=c.textUnselectedOptions[u]||{},g=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=m.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(g)}}},{\"../../components/color\":366,\"../../constants/interactions\":478,\"../../lib\":503}],986:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},{\"../scatter/format_labels\":936}],987:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":982}],988:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var m=d&&d.line;m&&(h.mlc=Array.isArray(m.color)?m.color[f]:m.color,h.mlw=i.isArrayOrTypedArray(m.width)?m.width[f]:m.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:A?A[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d,m=t.cd,g=m[0].t,v=m[0].trace,y=t.xa,x=t.ya,b=g.x,_=g.y,w=y.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=y.p2c(w-k),M=y.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!v.xperiodalignment,P=!!v.yperiodalignment;for(u=0;u<i.length;u++){if(l=b[a=i[u]],f=Math.abs(y.c2p(l)-w),C){var I=y.c2p(v._xStarts[a]),O=y.c2p(v._xEnds[a]);f=w>=Math.min(I,O)&&w<=Math.max(I,O)?0:1/0}if(f<L){if(L=f,c=_[a],h=x.c2p(c)-T,P){var z=x.c2p(v._yStarts[a]),D=x.c2p(v._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=b[a=i[u]],c=_[a],f=y.c2p(l)-w,h=x.c2p(c)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 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_=y.count,w=v._glcanvas.data()[0].regl;if(f(t,e,r),y.dirty){if(!0===y.error2d&&(y.error2d=a(w)),!0===y.line2d&&(y.line2d=i(w)),!0===y.scatter2d&&(y.scatter2d=n(w)),!0===y.fill2d&&(y.fill2d=i(w)),!0===y.glText)for(y.glText=new Array(_),m=0;m<_;m++)y.glText[m]=new o(w);if(y.glText){if(_>y.glText.length){var T=_-y.glText.length;for(m=0;m<T;m++)y.glText.push(new o(w))}else if(_<y.glText.length){var k=y.glText.length-_;y.glText.splice(_,k).forEach((function(t){t.destroy()}))}for(m=0;m<_;m++)y.glText[m].update(y.textOptions[m])}if(y.line2d&&(y.line2d.update(y.lineOptions),y.lineOptions=y.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),y.line2d.update(y.lineOptions)),y.error2d){var A=(y.errorXOptions||[]).concat(y.errorYOptions||[]);y.error2d.update(A)}y.scatter2d&&y.scatter2d.update(y.markerOptions),y.fillOrder=s.repeat(null,_),y.fill2d&&(y.fillOptions=y.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=y.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(y.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else 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R=y.selectBatch[I]=s.selIndices2selPoints(C),F={};for(g=0;g<R.length;g++)F[R[g]]=1;var B=[];for(g=0;g<O;g++)F[g]||B.push(g);y.unselectBatch[I]=B}var N=P.xpx=new Array(O),j=P.ypx=new Array(O);for(g=0;g<O;g++)N[g]=x.c2p(z[g]),j[g]=b.c2p(D[g])}else P.xpx=P.ypx=null}if(S){if(y.select2d||(y.select2d=n(v._glcanvas.data()[1].regl)),y.scatter2d){var U=new Array(_);for(m=0;m<_;m++)U[m]=y.selectBatch[m].length||y.unselectBatch[m].length?y.markerUnselectedOptions[m]:{};y.scatter2d.update(U)}y.select2d&&(y.select2d.update(y.markerOptions),y.select2d.update(y.markerSelectedOptions)),y.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else y.scatter2d&&y.scatter2d.update(y.markerOptions);var V={viewport:d(v,x,b,t._context.plotGlPixelRatio),range:[(x._rl||x.range)[0],(b._rl||b.range)[0],(x._rl||x.range)[1],(b._rl||b.range)[1]]},H=s.repeat(V,y.count);y.fill2d&&y.fill2d.update(H),y.line2d&&y.line2d.update(H),y.error2d&&y.error2d.update(H.concat(H)),y.scatter2d&&y.scatter2d.update(H),y.select2d&&y.select2d.update(H),y.glText&&y.glText.forEach((function(t){t.update(V)}))}else y.init()}}).reglPrecompiled=p},{\"../../components/dragelement/helpers\":384,\"../../lib\":503,\"../../lib/prepare_regl\":516,\"../scatter/link_traces\":943,\"../scatter/subtypes\":952,\"./edit_style\":985,\"gl-text\":225,\"regl-error2d\":279,\"regl-line2d\":280,\"regl-scatter2d\":281}],991:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else c[f].length||o.draw(f);s[f]&&r.textOptions[f]&&s[f].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach((function(t){t.destroy&&t.destroy()})),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,i),r}},{\"../../lib\":503}],992:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e){var r=t.cd,a=t.xaxis,o=t.yaxis,s=[],l=r[0].trace,c=r[0].t,u=l._length,f=c.x,h=c.y,p=c._scene,d=c.index;if(!p)return s;var m=n.hasText(l),g=n.hasMarkers(l),v=!g&&!m;if(!0!==l.visible||v)return s;var y=[],x=[];if(!1!==e&&!e.degenerate)for(var b=0;b<u;b++)e.contains([c.xpx[b],c.ypx[b]],!1,b,t)?(y.push(b),s.push({pointNumber:b,x:a.c2d(f[b]),y:o.c2d(h[b])})):x.push(b);if(g){var _=p.scatter2d;if(y.length||x.length){if(!p.selectBatch[d].length&&!p.unselectBatch[d].length){var w=new Array(p.count);w[d]=p.markerUnselectedOptions[d],_.update.apply(_,w)}}else{var T=new Array(p.count);T[d]=p.markerOptions[d],_.update.apply(_,T)}}return p.selectBatch[d]=y,p.unselectBatch[d]=x,m&&i(r),s}},{\"../scatter/subtypes\":952,\"./edit_style\":985}],993:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,f=t(\"../../plot_api/edit_types\").overrideAll,h=a.line,p=a.marker;e.exports=f({lon:a.lon,lat:a.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:h.color,width:h.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plots/attributes\":550,\"../../plots/mapbox/layout_attributes\":615,\"../../plots/template_attributes\":633,\"../scatter/attributes\":927,\"../scattergeo/attributes\":969}],994:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),f=t(\"../../plots/mapbox/convert_text_opts\"),h=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function m(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function g(t,e){return i.isArrayOrTypedArray(t)?e?function(e){return n(t[e])?+t[e]:0}:function(e){return t[e]}:t?function(){return t}:v}function v(){return\"\"}function y(t){return t[0]===a}e.exports=function(t,e){var r,a=e[0].trace,x=!0===a.visible&&0!==a._length,b=\"none\"!==a.fill,_=u.hasLines(a),w=u.hasMarkers(a),T=u.hasText(a),k=w&&\"circle\"===a.marker.symbol,A=w&&\"circle\"!==a.marker.symbol,M=m(),S=m(),E=m(),L=m(),C={fill:M,line:S,circle:E,symbol:L};if(!x)return C;if((b||_)&&(r=o.calcTraceToLineCoords(e)),b&&(M.geojson=o.makePolygon(r),M.layout.visibility=\"visible\",i.extendFlat(M.paint,{\"fill-color\":a.fillcolor})),_&&(S.geojson=o.makeLine(r),S.layout.visibility=\"visible\",i.extendFlat(S.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),k){var P=function(t){var e,r,a,o,u=t[0].trace,f=u.marker,h=u.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),m=i.isArrayOrTypedArray(f.opacity);function g(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity);d&&(a=c(u));m&&(o=function(t){return g(n(t)?+i.constrain(t,0,1):0)});var v,x=[];for(e=0;e<t.length;e++){var 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n=t(\"../scatterpolar/attributes\"),i=t(\"../scattergl/attributes\"),a=t(\"../../plots/template_attributes\").texttemplateAttrs;e.exports={mode:n.mode,r:n.r,theta:n.theta,r0:n.r0,dr:n.dr,theta0:n.theta0,dtheta:n.dtheta,thetaunit:n.thetaunit,text:n.text,texttemplate:a({editType:\"plot\"},{keys:[\"r\",\"theta\",\"text\"]}),hovertext:n.hovertext,hovertemplate:n.hovertemplate,line:i.line,connectgaps:i.connectgaps,marker:i.marker,fill:i.fill,fillcolor:i.fillcolor,textposition:i.textposition,textfont:i.textfont,hoverinfo:n.hoverinfo,selected:n.selected,unselected:n.unselected}},{\"../../plots/template_attributes\":633,\"../scattergl/attributes\":979,\"../scatterpolar/attributes\":1002}],1010:[function(t,e,r){\"use 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A={};u.label&&(A.label=u.label),u.hasOwnProperty(\"v\")&&(A.value=u.v,A.valueLabel=b.formatValue(u.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),u.hasOwnProperty(\"color\")&&(A.color=u.color);var M=s.castOption(r,u.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},{\"../../components/drawing\":388,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../bar/style\":662,\"../bar/uniform_text\":664,\"../pie/helpers\":906,\"../pie/plot\":910,\"./constants\":1052,\"./fx\":1054,\"./helpers\":1055,\"./style\":1060,\"@plotly/d3\":58,\"d3-hierarchy\":115,\"d3-interpolate\":116}],1060:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../components/color\"),a=t(\"../../lib\"),o=t(\"../bar/uniform_text\").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,\"marker.line.color\")||i.defaultLine,c=a.castOption(r,s,\"marker.line.width\")||0;t.style(\"stroke-width\",c).call(i.fill,n.color).call(i.stroke,l).style(\"opacity\",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{\"../../components/color\":366,\"../../lib\":503,\"../bar/uniform_text\":664,\"@plotly/d3\":58}],1061:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../plot_api/edit_types\").overrideAll;function u(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var f=e.exports=c(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:u(),y:u(),z:u()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo),showlegend:l({},s.showlegend,{dflt:!1})}),\"calc\",\"nested\");f.x.editType=f.y.editType=f.z.editType=\"calc+clearAxisTypes\",f.transforms=void 0},{\"../../components/color\":366,\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plots/attributes\":550,\"../../plots/cartesian/axis_format_attributes\":557,\"../../plots/template_attributes\":633}],1062:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":374}],1063:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_surface3d,i=t(\"../../../stackgl_modules\").ndarray,a=t(\"../../../stackgl_modules\").ndarray_linear_interpolate.d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),f=t(\"../../components/colorscale\").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function g(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(m(t,n))}return e}function v(t){for(var e=g(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=g(t),n=g(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),m=l.dataScale,g=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<g;r++)x[e][r]=[];for(r=0;r<g;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<g;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=m[e];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v])];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(g*v),[g,v]);for(r=0;r<g;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=m[2],w.intensityBounds[1]*=m[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in t&&(p.ambientLight=t.lighting.ambient,p.diffuseLight=t.lighting.diffuse,p.specularLight=t.lighting.specular,p.roughness=t.lighting.roughness,p.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(p.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z])},p.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../../stackgl_modules\":1124,\"../../components/colorscale\":378,\"../../lib\":503,\"../../lib/gl_format_color\":499,\"../../lib/str2rgbarray\":528,\"../heatmap/find_empties\":798,\"../heatmap/interp2d\":801}],1064:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var 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this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],f=8191&u,h=u>>>13,p=0|o[1],d=8191&p,m=p>>>13,g=0|o[2],v=8191&g,y=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],I=8191&P,O=P>>>13,z=0|o[8],D=8191&z,R=z>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ft=8191&ut,ht=ut>>>13,pt=0|s[9],dt=8191&pt,mt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(c+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;c=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(m,U)|0,a=Math.imul(m,V);var vt=(c+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,q)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(m,W)|0,a=a+Math.imul(m,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(m,$)|0,a=a+Math.imul(m,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,q)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,q)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,mt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,mt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,mt)|0)+Math.imul(m,dt)|0))<<13)|0;c=((a=a+Math.imul(m,mt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,mt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,mt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,mt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,mt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,mt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,mt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,mt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,mt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,mt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,mt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,mt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,mt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,mt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,mt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,mt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,mt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=gt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function m(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?d(this,t,e):r<63?p(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):m(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],m=n[u+p],g=r[u+p+o],v=n[u+p+o],y=f*g-h*v;v=f*v+h*g,g=y,r[u+p]=d+g,n[u+p]=m+v,r[u+p+o]=d-g,n[u+p+o]=m-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),m(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.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},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,m=1;0==(r.words[0]&m)&&d<26;++d,m<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return 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numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function y(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){y.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function b(){y.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){y.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){y.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},y.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},y.prototype.split=function(t,e){t.iushrn(this.n,0,e)},y.prototype.imulK=function(t){return t.imul(this.k)},i(x,y),x.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,y),i(_,y),i(w,y),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return v[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var m=p,g=0;0!==m.cmp(s);g++)m=m.redSqr();n(g<d);var v=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(v),f=v.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var f=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4===++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},T.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},T.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new k(t)},i(k,T),k.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},k.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},k.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},k.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),o=i;return i.cmp(this.m)>=0?o=i.isub(this.m):i.cmpn(0)<0&&(o=i.iadd(this.m)),o._forceRed(this)},k.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(void 0===e||e,this)},{buffer:2}],34:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,i=t.length,a=0;for(e=0;e<i;++e)a+=t[e].length;var o=new Array(a),s=0;for(e=0;e<i;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),f=0;for(n=0;n<c;++n)n!==r&&(u[f++]=l[n]);if(1&r){var h=u[1];u[1]=u[0],u[0]=h}}}return o}},{}],35:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return f(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):h(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,i=t(\"typedarray-pool\"),a=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function s(t,e){for(var r=0;r<t;++r)if(!(e[r]<=e[r+t]))return!0;return!1}function l(t,e,r,n){for(var i=0,a=0,o=0,l=t.length;o<l;++o){var c=t[o];if(!s(e,c)){for(var u=0;u<2*e;++u)r[i++]=c[u];n[a++]=o}}return a}function c(t,e,r,n){var s=t.length,c=e.length;if(!(s<=0||c<=0)){var u=t[0].length>>>1;if(!(u<=0)){var f,h=i.mallocDouble(2*u*s),p=i.mallocInt32(s);if((s=l(t,u,h,p))>0){if(1===u&&n)a.init(s),f=a.sweepComplete(u,r,0,s,h,p,0,s,h,p);else{var d=i.mallocDouble(2*u*c),m=i.mallocInt32(c);(c=l(e,u,d,m))>0&&(a.init(s+c),f=1===u?a.sweepBipartite(u,r,0,s,h,p,0,c,d,m):o(u,r,n,s,h,p,c,d,m),i.free(d),i.free(m))}i.free(h),i.free(p)}return f}}}function u(t,e){n.push([t,e])}function f(t){return n=[],c(t,t,u,!0),n}function h(t,e){return n=[],c(t,e,u,!1),n}},{\"./lib/intersect\":37,\"./lib/sweep\":41,\"typedarray-pool\":308}],36:[function(t,e,r){\"use strict\";function n(t){return t?function(t,e,r,n,i,a,o,s,l,c,u){return i-n>l-s?function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=n,p=f*n;h<i;++h,p+=f){var d=a[e+p],m=a[e+p+t],g=o[h];t:for(var v=s,y=f*s;v<l;++v,y+=f){var x=c[e+y],b=c[e+y+t],_=u[v];if(!(b<d||m<x)){for(var w=e+1;w<t;++w){var T=a[w+p],k=a[w+t+p],A=c[w+y],M=c[w+t+y];if(k<A||M<T)continue t}var S=r(g,_);if(void 0!==S)return S}}}}(t,e,r,n,i,a,o,s,l,c,u):function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=s,p=f*s;h<l;++h,p+=f){var d=c[e+p],m=c[e+p+t],g=u[h];t:for(var v=n,y=f*n;v<i;++v,y+=f){var x=a[e+y],b=a[e+y+t],_=o[v];if(!(m<x||b<d)){for(var w=e+1;w<t;++w){var T=a[w+y],k=a[w+t+y],A=c[w+p],M=c[w+t+p];if(k<A||M<T)continue t}var S=r(_,g);if(void 0!==S)return S}}}}(t,e,r,n,i,a,o,s,l,c,u)}:function(t,e,r,n,i,a,o,s,l,c,u,f){return a-i>c-l?n?function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=n,p=f*n;h<i;++h,p+=f){var d=a[e+p],m=a[e+p+t],g=o[h];t:for(var v=s,y=f*s;v<l;++v,y+=f){var x=c[e+y],b=u[v];if(!(x<=d||m<x)){for(var _=e+1;_<t;++_){var w=a[_+p],T=a[_+t+p],k=c[_+y],A=c[_+t+y];if(T<k||A<w)continue t}var M=r(b,g);if(void 0!==M)return 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e=i.nextPow2(t);o.length<e&&(n.free(o),o=n.mallocInt32(e));s.length<e&&(n.free(s),s=n.mallocInt32(e));l.length<e&&(n.free(l),l=n.mallocInt32(e));c.length<e&&(n.free(c),c=n.mallocInt32(e));u.length<e&&(n.free(u),u=n.mallocInt32(e));f.length<e&&(n.free(f),f=n.mallocInt32(e));var r=8*e;h.length<r&&(n.free(h),h=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,i,u,f,m,g,v){for(var y=0,x=2*t,b=t-1,_=x-1,w=r;w<n;++w){var T=u[w],k=x*w;h[y++]=i[k+b],h[y++]=-(T+1),h[y++]=i[k+_],h[y++]=T}for(w=f;w<m;++w){T=v[w]+(1<<28);var A=x*w;h[y++]=g[A+b],h[y++]=-T,h[y++]=g[A+_],h[y++]=T}var M=y>>>1;a(h,M);var S=0,E=0;for(w=0;w<M;++w){var L=0|h[2*w+1];if(L>=1<<28)p(l,c,E--,L=L-(1<<28)|0);else if(L>=0)p(o,s,S--,L);else if(L<=-(1<<28)){L=-L-(1<<28)|0;for(var C=0;C<S;++C){if(void 0!==(P=e(o[C],L)))return P}d(l,c,E++,L)}else{L=-L-1|0;for(C=0;C<E;++C){var P;if(void 0!==(P=e(L,l[C])))return P}d(o,s,S++,L)}}},sweepComplete:function(t,e,r,n,i,m,g,v,y,x){for(var b=0,_=2*t,w=t-1,T=_-1,k=r;k<n;++k){var 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e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new h(this,n);r=i<=0?r.left:r.right}return new h(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=h.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function m(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(p,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new h(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],70:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),i=t(\"./lib/lines.js\"),a=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var m=l(\"labels\");l(\"labelFont\")&&(m=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(m||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var m=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=m;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(H[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,F=1,\"auto\"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)H[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),\"auto\"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(C=0;C<3;++C)H[C]+=k*U[C]*this.labelPad[C]/r[5*C];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":71,\"./lib/cube.js\":72,\"./lib/lines.js\":73,\"./lib/text.js\":75,\"./lib/ticks.js\":76}],71:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var m=-1;m<=1;m+=2)f[u]=m,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=c;c=u,u=g}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":74,\"gl-buffer\":78,\"gl-vao\":150}],72:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);o(c[O],c[P],c[I],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);var O,z=d([l[O],l[P],l[I],l[O+(1<<M)+(1<<S)]]);C?E=z:L=z}L>E&&(w|=1<<A)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=m;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return v};var n=t(\"bit-twiddle\"),i=t(\"gl-mat4/multiply\"),a=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var m=[1,1,1],g=[0,0,0],v={cubeEdges:m,axis:g}},{\"bit-twiddle\":32,\"gl-mat4/multiply\":100,\"robust-orientation\":284,\"split-polygon\":300}],73:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var m=+r[f][d].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){m=+r[f][v].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}g=o.length/3|0;c[f]=h,u[f]=g-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var m=f(l);m[t]=1,this.shader.uniforms.screenAxis=m,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":74,\"gl-buffer\":78,\"gl-vao\":150}],74:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return i(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":132,glslify:231}],75:[function(t,e,r){(function(r){(function(){\"use strict\";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,m=p.length;d<m;++d)for(var g=p[d],v=2;v>=0;--v){var y=h[g[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var m=0;m<n[d].length;++m)n[d][m].text&&s(n[d][m].x,n[d][m].text,n[d][m].font||i,n[d][m].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=f,this.labelCount=h},u.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this)}).call(this,t(\"_process\"))},{\"./shaders\":74,_process:5,\"gl-buffer\":78,\"gl-vao\":150,\"vectorize-text\":311}],76:[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 a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,c=o%a;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),i){for(var f=\"\"+c;f.length<i;)f=\"0\"+f;return u+\".\"+f}return u}r.create=function(t,e){for(var r=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},{}],77:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,l,f){var h=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,v,x,y)).axis;o(u,p,h),o(u,v,u);for(var _=m,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=y?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var I=d(g,u,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(I[C])))}}}}return _};var n=t(\"extract-frustum-planes\"),i=t(\"split-polygon\"),a=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var m=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},{\"./lib/cube.js\":72,\"extract-frustum-planes\":67,\"gl-mat4/multiply\":100,\"gl-mat4/transpose\":109,\"gl-vec4/transformMat4\":221,\"split-polygon\":300}],78:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"ndarray-ops\"),a=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:259,\"ndarray-ops\":254,\"typedarray-pool\":308}],79:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,m=[],g=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),v=!1):v=!0}v||(p=x,d=b),m.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=m[y],P=n.length(C)*k,I=0;I<8;I++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:\"cone\"})}},{\"./create_mesh\":80,\"./lib/shaders\":81,\"gl-vec3\":169}],80:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function m(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,m=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],m=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var v=p[g];d=Math.min(d,v),m=Math.max(m,v)}else for(g=0;g<n.length;++g){v=n[g][2];d=Math.min(d,v),m=Math.max(m,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(g=0;g<n.length;++g)for(var y=n[g],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(m-d),0]:[(y[2]-d)/(m-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var m=this.triShader;m.bind(),m.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);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:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=m(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,g,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-shader\":132,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259}],81:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:231}],82:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORM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t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var m=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return m._shape[0]},set:function(t){return m.width=t}},1:{get:function(){return m._shape[1]},set:function(t){return m.height=t}}}),this._shapeVector=g,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,m=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):m&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var m=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(m,{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 g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),m.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])}},m.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\":146}],87:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,i=t(\"gl-constants/lookup\"),a=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var m=parseInt(d.split(\":\")[2]);if(isNaN(m))throw new Error(n(\"Could not parse error: %s\",d));h[m]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=g[p];if(c+=v+\"\\n\",h[p+1]){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":9,\"gl-constants/lookup\":83,\"glsl-shader-name\":223,\"sprintf-js\":301}],88:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),i=t(\"iota-array\"),a=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.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,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],m=t.colorValues||[0,0,0,1],g=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,I;l?(P=x*(o[C]-u),I=x*(o[C+1]-u)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-u):x*(o[C]-(o[C]-o[C-1])/2-u),I=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-u):x*(o[C]+(o[C]-o[C-1])/2-u));for(var O=0;O<E;++O){var z,D;l?(z=y*(r[O]-c),D=y*(r[O+1]-c)):(z=O<b-1?y*(r[O]-(r[O+1]-r[O])/2-c):y*(r[O]-(r[O]-r[O-1])/2-c),D=O<b-1?y*(r[O]+(r[O+1]-r[O])/2-c):y*(r[O]+(r[O]-r[O-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(O+U):C*b+O],q=n.le(d,H);if(q<0)F=m[0],B=m[1],N=m[2],j=m[3];else if(q===g-1)F=m[4*g-4],B=m[4*g-3],N=m[4*g-2],j=m[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Y=1-G,W=4*q,X=4*(q+1);F=Y*m[W]+G*m[X],B=Y*m[W+1]+G*m[X+1],N=Y*m[W+2]+G*m[X+2],j=Y*m[W+3]+G*m[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*I,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+O,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":89,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132,\"iota-array\":235,\"typedarray-pool\":308}],89:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:231}],90:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{\"gl-shader\":132,glslify:231}],91:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var m=new v(e,r,o,s,l,d);return m.update(t),m};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function m(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){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=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:m(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:m(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],m=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(m)?m.length>e-1?m[e-1]:m.length>0?m[m.length-1]:[0,0,0,1]:m;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(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]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,u,h,this.points[h])}},{\"./lib/shaders\":90,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259}],92:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],93:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return 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t[0]=1-(p+m),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+m),t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],97:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],98:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],m=e[13],g=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*m-f*d,A=u*g-h*d,M=u*v-p*d,S=f*g-h*m,E=f*v-p*m,L=h*v-p*g,C=y*L-x*E+b*S+_*M-w*A+T*k;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(m*T-g*w+v*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-c*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-v*x)*C,t[7]=(u*T-h*b+p*x)*C,t[8]=(o*E-s*M+c*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-m*b+v*y)*C,t[11]=(f*b-u*w-p*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(m*x-d*_-g*y)*C,t[15]=(u*_-f*x+h*y)*C,t}},{}],99:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,m=e[0],g=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(m-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=m-_,h=g-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*m+o*g+s*v),t[13]=-(l*m+c*g+u*v),t[14]=-(f*m+h*g+p*v),t[15]=1,t}},{\"./identity\":97}],100:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],m=e[12],g=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*m,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*m,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*m,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*m,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],101:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],102:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],103:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],m=e[8],g=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+m*_,t[1]=l*x+h*b+g*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+m*k,t[5]=l*w+h*T+g*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+m*S,t[9]=l*A+h*M+g*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],104:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],105:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],106:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],107:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=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]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],108:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,m=r[0],g=r[1],v=r[2];e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*m+s*g+f*v+e[12],t[13]=i*m+l*g+h*v+e[13],t[14]=a*m+c*g+p*v+e[14],t[15]=o*m+u*g+d*v+e[15]);return t}},{}],109:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],110:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),i=t(\"polytope-closest-point/lib/closest_point_2d.js\");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,m=0;m<2;++m)d+=Math.pow(u[f][m]-e[m],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;v+=g[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,g),g]}},{barycentric:14,\"polytope-closest-point/lib/closest_point_2d.js\":270}],111:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:231}],112:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),f=t(\"colormap\"),h=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),m=t(\"./lib/closest-point\"),g=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=v,this.edgeIds=m,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],m=n[f][1],g=i[f],v=1-g,y=this.positions[d],x=this.positions[m],b=0;b<3;++b)o[s++]=g*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],m=[],g=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,O=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!I)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(O)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<O.length;++R){F=O[R];z=Math.min(z,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];z=Math.min(z,F),D=Math.max(D,F)}this.intensity=P||(O||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(O||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],m.push(Z[0],Z[1]),g.push(R)}H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=m(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=M(t),s=S(t),l=E(t),c=L(t),f=C(t),h=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),m=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),A=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=i(t),O=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:O,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,m,g,v,x,b,k,_,w,A,I,R,O,z,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":110,\"./lib/shaders\":111,colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-shader\":132,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259,normals:261,\"simplicial-complex-contour\":291,\"typedarray-pool\":308}],113:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"gl-buffer\":78,\"gl-shader\":132}],114:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,m=0;m<2;++m){var g=a[m],v=a[m+2]-g,y=.5*(o[m+2]+o[m]),x=o[m+2]-o[m];u[m]=2*v/x,c[m]=2*(g-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(m=0;m<2;++m){f[0]=f[1]=0,f[m]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[m]/(s[m+2]-s[m])*d,r.uniforms.color=h[m];var _=6*n[m].length;p[m]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,m=s.viewBox,g=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=m[2]-m[0],_=m[3]-m[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,I=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),O=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*I,D=6*Math.max(0,O-I),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(m[0]-E[1])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[1]*g/y,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[1]-E[0])/x-1,o[0]=L[0]*g/y,o[1]=E[0]*g/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(m[2]+E[3])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[3]*g/y,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[3]+E[2])/x-1,o[0]=L[2]*g/y,o[1]=E[2]*g/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var m=0;m<6;++m)n[i++]=d,n[i++]=h[m],n[i++]=p[m]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":116,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132}],115:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"gl-buffer\":78,\"gl-shader\":132}],116:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:231}],117:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,m=l.prototype;m.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,m=e.tickPad,g=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*m[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*m[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),m.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-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)}}}(),m.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],m=a[o+2]-f,g=i[o],v=i[o+2]-g;p[o]=2*l/u*m/v,h[o]=2*(s-c)/u*m/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),m.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,m=p.text,g=p.font||\"sans-serif\";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=m.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},m.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132,\"text-cache\":303}],118:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),i=t(\"./lib/grid\"),a=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var m=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(m,e[1],m,e[3],p[d],h[d]):o.drawLine(e[0],m,e[2],m,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),g[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),g[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),g[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":113,\"./lib/grid\":114,\"./lib/line\":115,\"./lib/text\":117,\"gl-select-static\":131}],119:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,h=!!a.control,p=!!a.alt,m=!!a.shift,g=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!m||g&&!h&&!p&&m)&&c.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!m||v||g&&h&&!p&&!m)&&c.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&g&&!h&&!p&&!m||y||g&&!h&&p&&!m)){var M=-d.zoomSpeed*_/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),i=t(\"3d-view\"),a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":7,\"has-passive-events\":232,\"mouse-change\":247,\"mouse-event-offset\":248,\"mouse-wheel\":250,\"right-now\":278}],120:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":132,glslify:231}],121:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),i=t(\"gl-axes3d\"),a=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),f=t(\"gl-mat4/perspective\"),h=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function m(){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 g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new m,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,F);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function H(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",H),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(O=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(L[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",H);var q=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[q[0].slice(),q[1].slice()];function Y(){if(!H()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,O=O||t,A.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=q[0],i=q[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=N.pixelRatio,C.axes=N.axes,I=I||!!C.dirty,O=O||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var m=.05*(i[p]-n[p]);n[p]=n[p]-m,i[p]=i[p]+m}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(O=O||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:y}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var m=0;for(d=0;d<3;++d)m=Math.max(m,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/m,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(C=E[o]).axesBounds=d,N.clipToBounds&&(C.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),O&&(O=!1,function(){if(!H()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;A.enable&&(M=M||A.isTransparent(),A.draw(R)),S.axes=A,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(C=E[o]).axes=A,C.pixelRatio=N.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(R),C.isTransparent&&C.isTransparent()&&(M=!0)}if(M){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":119,\"./lib/shader\":120,\"a-big-triangle\":8,\"gl-axes3d\":70,\"gl-axes3d/properties\":77,\"gl-fbo\":86,\"gl-mat4/ortho\":101,\"gl-mat4/perspective\":102,\"gl-select-static\":131,\"gl-spikes3d\":141,\"is-mobile\":238,\"mouse-change\":247}],122:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:231}],123:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":122,\"gl-buffer\":78,\"gl-shader\":132,\"typedarray-pool\":308}],124:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],m=r[2],g=r[3];(a=c*p+u*d+f*m+h*g)<0&&(a=-a,p=-p,d=-d,m=-m,g=-g);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*m,t[3]=s*h+l*g,t}},{}],125:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],126:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{\"vectorize-text\":311}],127:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},m={vertex:o,fragment:c,attributes:u},g={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,m)},r.createPickProject=function(t){return v(t,g)}},{\"gl-shader\":132,glslify:231}],128:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function m(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),m=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new g(e,r,n,o,f,h,p,d,m,s,c,u);return v.update(t),v};var v=g.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,m=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=m,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*g]=0,i[g]<0?v[12+g]=d[0][g]:v[12+g]=d[1][g],s(v,c,v),l.model=v;var C=(g+1)%3,P=(g+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,m[0],g,-1e8),l.fragClipBounds[1]=E(k,m[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"\\u25bc\",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.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]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=m(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=m(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var u=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,g=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var O=0,z=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(g)?H=n<g.length?+g[n]:0:g&&(H=+g);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=i,W=a;Y=0;Array.isArray(i)?Y=n<i.length?i[n]:0:i&&(Y=i);W=0;Array.isArray(a)?W=n<a.length?a[n]:0:a&&(W=a);var X=[Y*=Y>0?1-M[0][0]:Y<0?1+M[1][0]:1,W*=W>0?1-M[0][1]:W<0?1+M[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T<Z.length;++T)for(var K=Z[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)L[4*O+$]=D[$];P[O]=y;var tt=J[K[Q]];C[2*O]=V*(q*tt[0]-G*tt[1]+X[0]),C[2*O+1]=V*(G*tt[0]+q*tt[1]+X[1]),O+=1}for(Z=A.edges,J=A.positions,T=0;T<Z.length;++T)for(K=Z[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)L[4*z+$]=R[$];P[z]=y;tt=J[K[Q]];C[2*z]=V*(q*tt[0]-G*tt[1]+X[0]),C[2*z+1]=V*(G*tt[0]+q*tt[1]+X[1]),z+=1}}}this.bounds=[u,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(P),o.free(E),o.free(L),o.free(C),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":125,\"./lib/glyphs\":126,\"./lib/shaders\":127,\"gl-buffer\":78,\"gl-mat4/multiply\":100,\"gl-vao\":150,\"is-string-blank\":239,\"typedarray-pool\":308}],129:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:231}],130:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=i(r,[0,0,0,1,1,0,1,1]),l=n(r,a.boxVertex,a.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,f=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],h=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(f=Math.max(f,c[0]),h=Math.max(h,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<f||d<h)){o.bind();var m=s[2]-s[0],g=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,m,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,m,g,i),o.drawBox(p,h,m,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":129,\"gl-buffer\":78,\"gl-shader\":132}],131:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),i=t(\"typedarray-pool\"),a=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=l.prototype;Object.defineProperty(c,\"shape\",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;a<r*e*4;++a)n[a]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},c.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},c.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=i||c<=l)return null;var u=[o-i,c-l],f=a(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(i+n[0]*l)),h=function(t,e,r){for(var n=1e8,i=-1,a=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),f=t.get(l,c,1),h=t.get(l,c,2),p=t.get(l,c,3);if(u<255||f<255||h<255||p<255){var d=e-l,m=r-c,g=d*d+m*m;g<n&&(n=g,i=l,a=c)}}return[i,a,n]}(f.hi(u[0],u[1],1),r,r),p=h[0],d=h[1];return p<0||Math.pow(this.radius,2)<h[2]?null:new s(p+i|0,d+l|0,f.get(p,d,0),[f.get(p,d,1),f.get(p,d,2),f.get(p,d,3)],Math.sqrt(h[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{\"bit-twiddle\":32,\"gl-fbo\":86,ndarray:259,\"typedarray-pool\":308}],132:[function(t,e,r){\"use strict\";var n=t(\"./lib/create-uniforms\"),i=t(\"./lib/create-attributes\"),a=t(\"./lib/reflect\"),o=t(\"./lib/shader-cache\"),s=t(\"./lib/runtime-reflect\"),l=t(\"./lib/GLError\");function c(t){this.gl=t,this.gl.lastAttribCount=0,this._vref=this._fref=this._relink=this.vertShader=this.fragShader=this.program=this.attributes=this.uniforms=this.types=null}var u=c.prototype;function f(t,e){return t.name<e.name?-1:1}u.bind=function(){var t;this.program||this._relink();var e=this.gl.getProgramParameter(this.program,this.gl.ACTIVE_ATTRIBUTES),r=this.gl.lastAttribCount;if(e>r)for(t=r;t<e;t++)this.gl.enableVertexAttribArray(t);else if(r>e)for(t=e;t<r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},u.dispose=function(){for(var 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w=c[y];if(w.type.indexOf(\"mat\")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),A=0;A<T;++A)k[A]=_.length,b.push(w.name+\"[\"+A+\"]\"),\"number\"==typeof w.location?_.push(w.location+A):Array.isArray(w.location)&&w.location.length===T&&\"number\"==typeof w.location[A]?_.push(0|w.location[A]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),\"number\"==typeof w.location?_.push(0|w.location):_.push(-1)}var M=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(M)>=0;)M+=1;_[y]=M}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(h.program,r[t].name)}E(),h._relink=E,h.types={uniforms:a(r),attributes:a(c)},h.attributes=i(p,h,x,_),Object.defineProperty(h,\"uniforms\",n(p,h,r,S))},e.exports=function(t,e,r,n,i){var a=new c(t);return 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h=c,p=u,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":140,\"gl-buffer\":78,\"gl-vao\":150}],142:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:231}],143:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),i=t(\"gl-vec4\"),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],m=0,g=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(m,g,g,g,m,m);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=m;m=g,g=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var m=u[s],g=f.length;f=f.concat(m.positions),p=p.concat(m.vectors),d=d.concat(m.vertexIntensity);for(c=0;c<m.cells.length;c++){var v=m.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),m=s(a[1],c),g=s(a[2],u),v=d+1,y=m+1,x=g+1;if(d=l(d,0,f-1),v=l(v,0,f-1),m=l(m,0,h-1),y=l(y,0,h-1),g=l(g,0,p-1),x=l(x,0,p-1),d<0||m<0||g<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][m],L=a[1][y],C=a[2][g],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(m=h-1-m,y=h-1-y),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=m*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=g,A=x,b=d*p,_=v*p,w=m*p*f,T=y*p*f;break;case 3:w=m,T=y,k=g*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=m,T=y,b=d*h,_=v*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=v,k=g*f,A=x*f,w=m*f*p,T=y*f*p;break;default:b=d,_=v,w=m*f,T=y*f,k=g*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(H,D,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,q,I),n.lerp(W,H,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},m=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),m=c(r),g=c(n),v=Math.min(d,m,g);return isFinite(v)?v:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],I=[],O=d(C),z=C;I.push(O);var D=[],R=m(C,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),g.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.length<i&&T(C);){B++;var N=n.clone(O),j=n.squaredLength(N);if(0===j)break;if(j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=m(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t(\"./lib/shaders\"),f=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":142,\"gl-cone3d\":79,\"gl-vec3\":169,\"gl-vec4\":205}],144:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,a,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,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":132,glslify:231}],145:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),m=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);m.minFilter=e.LINEAR,m.magFilter=e.LINEAR;var g=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,m,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",g.update(v),g};var n=t(\"bit-twiddle\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),f=t(\"ndarray\"),h=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),m=t(\"binary-search-bounds\"),g=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,m,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=m,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=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var m=0;m<this.contourLevels[o].length;++m)m===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==m&&m-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][m]&&(f.uniforms.height=this.contourLevels[o][m],h.draw(r.LINES,this._contourCounts[o][m],this._contourOffsets[o][m]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return z.call(this,t,!1)},S.drawTransparent=function(t){return z.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=O;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=C(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,g=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*g;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=m.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));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 i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var m=[0,0];m[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],m,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),y[o],\"mirror\");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),A=x.get(1,o,v,1),M=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-A*M,L=M*w-S*_,C=_*A-w*k,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,L*P),b.set(o,v,2,C*P)}s.free(x.data);var I=[1/0,1/0,1/0],O=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+v+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Y=o+T[q][0],W=v+T[q][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),L=b.get(Y+1,W+1,1),C=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=L,N[j++]=C,I[0]=Math.min(I[0],X+this.objectOffset[0]),I[1]=Math.min(I[1],Z+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),z=Math.min(z,J),O[0]=Math.max(O[0],X+this.objectOffset[0]),O[1]=Math.max(O[1],Z+this.objectOffset[1]),O[2]=Math.max(O[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,O],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var mt=($+dt+1)%3;for(V=0;V<2;++V){var gt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var vt=H?ht:1-ht;if(W=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[mt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=gt*vt;nt[dt]+=yt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),m=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<m.length;++e)for(var v=m[e],y=0;y<2;++y){var x=g[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,I=T*L,O=T*E,z=C*f.get(_,M)+P*f.get(_,S)+I*f.get(w,M)+O*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+I*p.get(w,M)+O*p.get(w,S);if(isNaN(z)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{\"./lib/shaders\":144,\"binary-search-bounds\":31,\"bit-twiddle\":32,colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259,\"ndarray-gradient\":252,\"ndarray-ops\":254,\"ndarray-pack\":255,\"surface-nets\":302,\"typedarray-pool\":308}],146:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"ndarray-ops\"),a=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||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 p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function m(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function g(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=m(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var x=n(h,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?i.assign(x,e):f(x,e),u=h.subarray(0,v)}var b=g(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||a.free(h),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var 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       "/*!\n",
       " * Determine if an object is a Buffer\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
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i=this.computedMatrix,a=i[0],o=i[4],s=i[8],u=i[1],f=i[5],h=i[9],p=i[2],d=i[6],m=i[10],g=e*a+r*u,v=e*o+r*f,y=e*s+r*h,x=-(d*y-m*v),b=-(m*g-p*y),_=-(p*v-d*g),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,A=k[0],M=k[1],S=k[2],E=k[3],L=A*w+E*x+M*_-S*b,C=M*w+E*b+S*x-A*_,P=S*w+E*_+A*b-M*x,I=E*w-A*x-M*b-S*_;if(n){x=p,b=d,_=m;var O=Math.sin(n)/l(x,b,_);x*=O,b*=O,_*=O,I=I*(w=Math.cos(e))-(L=L*w+I*x+C*_-P*b)*x-(C=C*w+I*b+P*x-L*_)*b-(P=P*w+I*_+L*b-C*x)*_}var z=c(L,C,P,I);z>1e-6?(L/=z,C/=z,P/=z,I/=z):(L=C=P=0,I=1),this.rotation.set(t,L,C,P,I)},h.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var a=this.computedMatrix;i(a,e,r,n);var o=this.computedRotation;s(o,a[0],a[1],a[2],a[4],a[5],a[6],a[8],a[9],a[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},h.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},h.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var i=n[15];if(Math.abs(i)>1e-6){var a=n[12]/i,l=n[13]/i,c=n[14]/i;this.recalcMatrix(t);var f=Math.exp(this.computedRadius[0]);this.center.set(t,a-n[2]*f,l-n[6]*f,c-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},h.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},h.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])]},h.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]}},h.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\":262,\"filtered-vector\":68,\"gl-mat4/fromQuat\":95,\"gl-mat4/invert\":98,\"gl-mat4/lookAt\":99}],264:[function(t,e,r){\n",
       "/*!\n",
       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT license.\n",
       " */\n",
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e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a<3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),u=0;for(a=0;a<3;++a)r[a]-=e[a]*i/n,u+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(u);for(a=0;a<3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var p=Math.exp(this.computedRadius[0]),d=this.computedAngle[0],m=this.computedAngle[1],g=Math.cos(d),v=Math.sin(d),y=Math.cos(m),x=Math.sin(m),b=this.computedCenter,_=g*y,w=v*y,T=x,k=-g*x,A=-v*x,M=y,S=this.computedEye,E=this.computedMatrix;for(a=0;a<3;++a){var L=_*r[a]+w*h[a]+T*e[a];E[4*a+1]=k*r[a]+A*h[a]+M*e[a],E[4*a+2]=L,E[4*a+3]=0}var C=E[1],P=E[5],I=E[9],O=E[2],z=E[6],D=E[10],R=P*D-I*z,F=I*O-C*D,B=C*z-P*O,N=c(R,F,B);R/=N,F/=N,B/=N,E[0]=R,E[4]=F,E[8]=B;for(a=0;a<3;++a)S[a]=b[a]+E[2+4*a]*p;for(a=0;a<3;++a){u=0;for(var j=0;j<3;++j)u+=E[a+4*j]*S[j];E[12+a]=-u}E[15]=1},p.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r};var d=[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;d[0]=i[2],d[1]=i[6],d[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,c=0;c<3;++c)i[4*c]=o[c],i[4*c+1]=s[c],i[4*c+2]=l[c];a(i,i,n,d);for(c=0;c<3;++c)o[c]=i[4*c],s[c]=i[4*c+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},p.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=c(a,o,s);a/=l,o/=l,s/=l;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=c(u-=a*p,f-=o*p,h-=s*p),m=(u/=d)*e+a*r,g=(f/=d)*e+o*r,v=(h/=d)*e+s*r;this.center.move(t,m,g,v);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+n),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,n){var a=1;\"number\"==typeof r&&(a=0|r),(a<0||a>3)&&(a=1);var o=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[a],l=e[a+4],f=e[a+8];if(n){var h=Math.abs(s),p=Math.abs(l),d=Math.abs(f),m=Math.max(h,p,d);h===m?(s=s<0?-1:1,l=f=0):d===m?(f=f<0?-1:1,s=l=0):(l=l<0?-1:1,s=f=0)}else{var g=c(s,l,f);s/=g,l/=g,f/=g}var v,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*f,T=c(x-=s*w,b-=l*w,_-=f*w),k=l*(_/=T)-f*(b/=T),A=f*(x/=T)-s*_,M=s*b-l*x,S=c(k,A,M);if(k/=S,A/=S,M/=S,this.center.jump(t,q,G,Y),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,x,b,_),2===a){var E=e[1],L=e[5],C=e[9],P=E*x+L*b+C*_,I=E*k+L*A+C*M;v=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(I,P)}else{var O=e[2],z=e[6],D=e[10],R=O*s+z*l+D*f,F=O*x+z*b+D*_,B=O*k+z*A+D*M;v=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,v),this.recalcMatrix(t);var N=e[2],j=e[6],U=e[10],V=this.computedMatrix;i(V,e);var H=V[15],q=V[12]/H,G=V[13]/H,Y=V[14]/H,W=Math.exp(this.computedRadius[0]);this.center.jump(t,q-N*W,G-j*W,Y-U*W)},p.lastT=function(){return 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JEgnfrJ2KPLmyqX9ruzfyb21iL22XsSGiI6Uz8Pbqo4eJo3eJIwGvTQZ7d3hNCW5H40t2rvLnyZnMX4DWB1q51s+LmHlq58mtP58x5k0891SiuasEOScbdS8GFcuWQJZMGSFmsSKMJM2K2W+rsXX7TiQef6Ub8ubOrpwxitCXIEz7dGqsdiu7tW6Anu0bWfKVM7Y1X+uj8v5+4wynzp9GTV6G1Z99g76dG6uFA2dOt6QA6/EgIuT6zduW51HOnds++1LvTBki1CKWBGtLCBlLrrxPJN2EWSuxbM1W1e6nHiuPk3+fU+8nEVmfLhxtcbhnVMDLgsLzTfqpxZIR/dokGVbiR0TKEx8REkRkiNiQxapqVcsoZ42/HvxDjXltZ9TeuLY3dkRQSDpZ6JExpwXNL4WU8Vjl0hCnnJKnBFkgHTO4o6Ohrz4XgdNl4CS1wCnsypUujqvXblre7dbvbe23QBYY8+TKjnMXr6i+lbI/WzpGOVqThTwR8NqCk7bY0KnlK3ixxmPqnLP8njjLw1GFV2/aiRmLPk2Wtwg56Vejv0vas6SVL+2S/tTeZ/J+FpFq+7k8Q9mzOne2Zt0myU+EoT0Br527lneOvHusw4p1X2Ps9BWwZw2jxZNnu36boeq3dMeaKeq9IEGONMgi+KJJA/HEI/cd/kn/l6vZTrVzy0fjHY4VeVcPe3+hev/IOMn7n2+DJ6uWVef4Xf3NdDoY7XypWQCNG9oJ9Wsn+mLQnuG9Xy1I8u7SuFovXNjj50jAC4sh4xaoRX2xvHq0Uim1e88deL29xvgkQAIk4L0E/ELAW59//WHjTGTLmski4GWXRnYnZcInq9b5cmdXq9/iEMza3E12wRu2e1v15DdrpygzfG0SL0Lk3YHtLbs3IsBFKGmTVJmM1mk5UAlia7M4WRToPmRKkl0DTWDJ5GpAt6ZqkhIWGqp+4MWpjaMz8LaO2VJTpuyoDen1BvLnyQGZQHXuP1EJtJTOBkvcV9sPV+JFJsAliiYuWogH6Lqth6jFCVmkkKC1z5WyNAFgpI9cEfAymXux+QC1KCImrTI+JGjiV85JynlJ63bKWULNGkM+f+WNxPPVRgS8K0wcvUrsCXipV9s331e7bNpkz9n4komjrcM/rQ96tGukJuoyDv88eQYN2g1TVRFBLbtE8rl2/tPaJFTiSL4lixeyLALJjvWbw6djxw/7LItc1qJDOLR+/UXI7pg4BpTd4Mde7qom3DvWTrWc5decOdkTCbacZBy375s4sZdJvpynFeeWZR4qYhmvWhpxclWn5SC1MyuLYyLoJMjO4/TF6/D+0M6WZ1/G5uhBHSxn5zVTXuvdM23yntL75MSpM6jfdpgah0umDLLsUE+et1rtuFnnmZYCvnn30UrgWr+7ZAHyk892KMdwIvqcCXix3ujYoq5afBDT6pdaDFTPysHti9VCioj6eq2HqH5ZOnWIZbFMFj7kvemKgJcz0WJlJVZDM95707LQoTnXsxbwUl7eXNmTWDSIYBeLAVnMkEUNCc7OwLuah6PnVRZpZLFmyZTBasFCC+5452nPkvyGvDugnbJkkONQsnAwatJSJdzfG9RBWZLI5x+v344x0z7ElFE91WeuBmcCXnsXyGLBsmlDEBh431v6Fzv2QKw8rMezbZmyOCKLJNq7V/teW4gT83ntVhHtO22h8Ocv5jptgiMTej2/ma4ykniyCCS/LzLmv103zXIGXj6T3x5bR5RidSLPiCz0i2M+26AtgDgS8ItXbcGkuasxoHsztG3ykprXUMDr6THGJQESIAHvJ5AuBbxgf29Qe9yNvIcz5y6rHS358bSe6GsTpX1fLUhynZeInoq1Oijzy8+WjU3Sg9rkXPvhdOTISiYCVWp3UgJg68oPlICSCXfLV19QJu7WQZuI/7h5tnI+pgksW7M6SePsDLytgE9NmRuWvIeSxe5ftbRyw3a8N/VDNYmQyYSjoPkYkInv2/+ZOmpxxVGT1EXjrLXPlbLc0UeuCHgxMRUzbxFYL9V4zNJMcSr1ZL0eyqLgwxlDLQLV3thw9Qy8sx14V5g46gNNwMv4ypo5Ey5cvqZMLWVRRXYJZRItYsnZ+HIkwkSs2E6KxSRdxqPtgoVMomW30nYXTET7ydNn8e85MaO/qY6GiFm2Zp2hiQ5HJrBjp3+EFeu2Yfro3sp0W0LXQZOUlYe2C5zS61bMb6cuWGPZ3dfiS/+KSXf5h4urj7QJsPVumW3ejp59Tbhou2d63ifawt/Ud3vihWfvCymNjQh7bVc8LQV8q15jE82KnXi91jN2tONMcgZajiuJA7P3Z36cZMFUeGvnnV0R8Fqe1uND8nB2Bl48gMvRJynnj5P/qkUSMcsW82wJrjixSykPR2MyJQFv5HdJGy9iKSDHq7Qgi9C1m/VHvdpPqkUoLWgLVo52fB21wZmAl3eDLPLJDros8jSuV0MdQxGnkbJYIpZk1jeDWJdhLaStBa/E0frZ2rpNSyvvYClPWxhyVG9HAl7Pb2ZK7xrteznW0WPIFGUZYutEVyxdJNi+WzU/AbaO7LQ8nQl4bVPA+pmhgHe1txiPBEiABHyHQLoU8NbXyGldIZMFOb+omc6KOLQnTBxNcqwng3IeTyY7zjxRN2r/tpqkHNqxBJ9v+1FdHWbPwY6YEsoP8qcL31U7go4ErpSvR8BrO09GytTMIMcP6+L0fKQWz9mw/3rVRBTIl8th++yV5Y4+ckXAa7s6juov5ptixqmJAXsmo2YIeFf5J05sE73Q2wZZVOnXubFlN9fZ+NIjwmR8ixi3nXza4yBmqbLzp5nFW9dRM7d3JDq0uJow1sxANasJMdWXPFwN4iTq2J+n8ftf/yhnU7KQIJYxEjTrEe1KRlnAk8Uae8HRs6+Zpr9etzpG9W+n/FfYE0323idaudY73bbiRNutS0sBr507lrrILrn47qj5VGXUfLKSxdGlnrGjPW/aO0H7v7X1jpSlR8Br4m33pllJPLnbE/Bi6TBozHyLSbl1/1rv+DoT8K7m4WhcOhPwRn+XHD1L12/cxlMNeionarJYqQWNs62wT+mZcibgJa0sDHTqP1HtMlsHsQCQ3+gZ7/XGc08nLsZZB23huGOLV9SRF+swYuIS5Z/A3hWgmp+LlK5WdCTg9fxmpsRGvpd3zZCx85U1nyzITRzRLclRNEf11d5tslApC1K2wZmAl0UB8WUilkNiuSfhXnS0siiShdxJI7oryxNfdeTrCnfGIQESIAF/IJAuBbx03IwxvdWPZb48OdQf+bd1cCQOZcdSzt7ZntGUtJrJruZAxxUBf/ibJVj7+bcYOXGp2vWQSZJ1kJ1f2QHWdtzdJeDFEZbRMkUQijBMScBrZUnbqlawf6/uy7UeV6abjtpnryx39JErAl4zcZYdEu2KH9sJp9RfEzJifir3q1sHMwS8q/ylHpqAl11jOdcrO5tiASKm7dbBbAEvz444SNN25jX+0vdibl/h4eIomC83tn//q7LucFXASxs00frlxxOw8csfMGf5RsNevGVRbOyMFep8vOboT8x7xcxXrGdsneZpLB09+9rumSbg9bxPtHFoz6JAWxCU94mYPaelgJc2Sz/KmXDN54F8JkeHPpr1tjrSoEfAi1NFca6oCXjtPPmquSNQvvT969r0CHgRLvacSNoKeE3ESv1FrIt/g0IFcuPmrTto3HlkEpNtRwJeTx6OJhF6BbyeceRIwItfE7EoshXw8rw+3aBXsp35lCZAKQl4SS8WKD/vO4bzl64iY4YItUi95JMv1PNmT4SLsK/+ah8l8O2dyRfnofM+3KQsosRyxjrIGJBjNvLcOguOBLye38yU2MjO+/AJi9Q5dLnuTqzYbN/F2tEUW4sBWfiX571pg+fwTt/WyYpyJuDL1mibUtWUWb2Y1zOQAAmQAAn4LoF0KeBd8QbuSBzK2c6qL3VWXudlFds63Dcp764cGTmaxIsoeLJ+TxTKn0ud/dYmt/buoddMAjVHaa4IeHtmxrYm9O4o01UBKXdAd+g3Ad3bNICclXYW3CHg9fSRKwJeOxph6xjJth1af7/Z8TV0fqOeVwp4a+dp9vohrQW8nCsWk1nba+w0/wJ6BLzmTE3O3G/4ctd/9ypPSHK+1tHYEyFhu4inxdUcMNZ57nFMfKebxVGWsyu+XBXwesaqeCaXe7LluIN2y4TUUXbynqjbHblzZrUcTTAq4MXqQHYA7e262jqxs2YqwkTOw8s4UjcQ/OcLwoiA1xyTaZZNWnl6BLx23Gb/1wstV4tJPrYCXm7Y6PX2dOVxXBZstKCZkdvbgbf1AaInD3cJeD3jyJsEvG37b96+i1qN+ymhbc85qnaMpEfbhujetmEyfOK9XrzYv92nFZo3vH97gvineKFZ/2T3p9vjrwl42zP4en4znf3GSV8NHD1H+fiQecL4YZ2TjEktrbboum7RaIv/HPlOe89pjkdty3Im4GURIiYmLkmS6JgYdURMFiPbNHlJLaKI130GEiABEiAB3yVAAW/H4Y141pXdBWsTWhEAjTuNUGbxsgMoV7U5msRrQl87T6lNRMUUWwSWthIvuxIymZHPt6+erHbWnAksGWaywm7P066tgHdHma4KeG0HR3ZZxfxX8xgs9ZWzzzt377OYSrpDwEu+rvaRKwJeu/JITAyXTB1scZIm5chOkFz7J86xNHNoMauW3aPQ/3a3NQeHriwc6TkD7yp/qacjL/S2r6a0FvDabvaiyQPxRJVEr9HyLIkDLznTrkfAy8RY7pbWjsg4OkNr73UsZ/MHdm+OV56vlkzwi8MnOfc+oFsztG36EuQ6wR5DpyrnkrPG9k3isV4m5WK276qA1zNWtfOrcp2XWL1oQbtOy9oqyJ6AF67SFvFCLUcnihfO7/CXSTuOI++SzcvftzA59NtfaNbtXeVITztvL0c55No/2WnXgvSd+CUQnwvi28OIgP/p16Pq7mu51UEWTcTEV5wXymKGWCe5cgZeM6229mwu7x7ZsRXLAc2JnebIzVYgao7VrAW85txNzpGLENOCnjwcdYDeHXg948hbBbycxR45aanalbZnxSQWAs83eUsh27Z6UpKjEBpH7YiKvKuXThtsWZQT/wXi7HF439bqqJyzIEdo5FYI2zP/en4zHeUvv4W9hk1Xi1uS/6CeLRwuHGpHpKyPCsiz223wZOXbw/p2GuvyUnJiZ1s3noH33Qk6a04CJEACjghQwNsR8Jqgk10C2VHOGBGuPJKL+ahMDmSSIEGbxEs8MakW4Xr097/VHbsiZsVEVPNorpn+ySRV8pAJ9OxlG9T5W+sJYkoCXryEy2RZJvPiQfvs+SvKm6+tgJf6GS1Tj4DUJhXSblm4KJgvl/JC/+2P+9Wih3Yu0V0C3tU+ckXAC6tew6apHRMR52L+LOaex/78G19+8z9ULl/SchZRs5iQCaTcBy2estdt+U6NB6PXyNk6sdPD31sFvLZjJrs/9V54EgEBiVcqatch6hHwwlgT2/Jv2/POzl7zmmmpCFaxrnmwaEF1RlfGkTi+ks/XzB+lxKNMosWiRJ53cSRVp9bjahf8820/KWdu1tfIiYmrmLpqwdaEXj53daxKuS16vKd2uGVnvPoTFdX54akL1qrsrU3r7Qn4I8dPoUmXkerdI/fdi9d3Z6Ftn/fx8/5jakGiUrmSOHD0T+VYUIK1gNdMkxvWeVotCsiClVyzJ9f3fbFivDp2YkTAS3nae03+LX2hXcUp/3dFwGs+EiS+mAhLP8rzrF2dpgl4LZ4wavjSU8iXJyd+3v+b5cpLawG/99AfaNVrjHqvy9WD4lyt7ENFkSN7FrzaYbjinFIejvinRsC7Oo7MFvCyoCRi9+yFxHEgz1Pt6olOTl99+RmEhyWOO/GmLosgRf//nvmLV66rYynSr2LCL9cCilM766BZoGhHWRyx097VMm7FF4O8g2WRxvY311F6azN9OdYjzmPl6lj5XXb1N9NR3lIP7XmV98J93/v3Uwzu2ULeFVgeAAAgAElEQVS1XRYkazd7S/kGkXEnN3XIcyRn5uX35aOZiTd9SJDFudWf7VT//vGXw2psy+9UqRKFkTVLRsXUUaCAd/oa5JckQAIk4JME0qWAFycu4nTMWXBkQq+lEdPLoeMWWnb75HMRpr3bv2rZedUEvIgTa0c98uM7dkhHFC6YN8kP8PyPNivzXC3IhEMEgPW5ePnxl0mAPS+7kk6cJ81augFybZIEyUMciWlmqNbmePKjb6RMTUA6u69Xa4uIDxG7H8xZZXEKptWvaYOaFs/Ojtpnryx39JG2u2dtnmuPlUxy5Gzm4pVfJOlzERNyDZZ2d++Nm3fQd8TMJGeBxand5m0/2vXKbjsG7dVHDxNHY9qVc9uS1tn4slc3R30gFhAyGbd1YidnN2Vyr52BlzE44oMlalFLC7KIJWaccg525tg31ZVud+5GqavibD1n27ZXEzH27i939rx/9tUP2LL9J4tQs44rO2VdWtVP4v9AdgNnLl6nBIj189qoztPKe7ZWD+trxySeJuBt6+fK+0TSy/gaNXmp5fmWz+T9MnFE9yTnw+0J+KWffKmeP1vzcEdc5F3SfchUy7tL3iX9ujTG5HlrlFD/ZN4IlVQWTeTMurVzUHkuhvdprSxTJOgZO3JlmXDdtnqyurJSgtwtv2jVFuzZ+xtiY+PU4qSMhda9xybxDO+sj22daUodn36sgnISan2jgLRFzuFrQQT663VrqHeo7flgEagSX3u/j+zfFo3r1lCfuZqHvTpr19bZHpdwxzvP0bMk5uvV6nZXDkmtLTy0M/2uLJRIW7SxZ69d1ufWtZ1uLZ70R6vXaycxfde+0+ogY1C7ptVRX4vwlbvcrZ12St7iFE+7wtTZOJHvxNpFfmdlp1yC5hfA1d9MR/lbC3hHcX75cr5lcU0WOXq/Pd2yoClpxC/D+Le7qIUFLWg329jL096tKNbxtLSObvhIiRW/JwESIAES8D4C6U7AuxOxmGDKxE3EnUwQbJ3QWJvRyg68XN2VLUsmi8dve3WRnXfZ+QsODlYTc80rvt56y2RMHC/Jfca2Oxm2ebmrTFfrKOLn4uVr6n7onNmzWDxVu5peT7yU+khPXhJXFiJEgIqQkom9XIlmL4hQE3PJog/kSzYu9JbpD/GF16Ur15EzRxbky50o2lITZOIuiwH2HGC5kp9M0K9cvamussuRLYty9md9R7VtHhJfrGRkJy1P7uwOzWFdKVvPWJVdVJnc58ye1XIvekpldB4wUS0saM7hUoov30v7ZAdT2vdAwTwO2yfPhdzhLn/E0kTq5YybK2WnFEfMiOWqQNvzzs7SyULAyX/Oq11JZ+NM3p//nr2IiPAwFCmUz2lbpO3yOyCeu+WdpgU9eaTUVj3f6xlHevJ1d1yxWvn7zAXcU7+f+ZAhIsytRYiQ//vf82rhzZ7zUVcKk/eS9K/teyCtfzPlt+T8xatq0V+sRxhIgARIgARIwBkBCngD48OZF3oD2TIpCZCAHQKa4zVb81LCglpkfOTFzuq6KrlH3teC7MhnzhiBB4sVVItmJ06dVWfsRThvXzPZ0KKPr7FgfUmABEiABEiABEiAAt6kMUABbxJYZksCdgho51NdOdLhbwDlLLucaZebM+RMsq+FboOn4LufDiSrdkpXWPpaO1lfEiABEiABEiABEjBKgDvwBgiKF/ndPx9GxbIPKudnDCRAAuYREAdrN27dRt3nq1n8UJhXmm/lLKbwdyPvJTk360stkGvADh37Sx1fEdPrQgXyoMLDxVNtGu1LbWddSYAESIAESIAESEAPAQp4PbQYlwRIgARIgARIgARIgARIgARIgAQ8RIAC3kPgWSwJkAAJkAAJkAAJkAAJkAAJkAAJ6CFAAa+HFuOSAAmQAAmQAAmQAAmQAAmQAAmQgIcIUMB7CDyLJQESIAESIAESIAESIAESIAESIAE9BCjg9dBiXBIgARIgARIgARIgARIgARIgARLwEAEKeA+BZ7EkQAIkQAIkQAIkQAIkQAIkQAIkoIcABbweWoxLAiRAAiRAAiRAAiRAAiRAAiRAAh4iQAHvIfAslgRIgARIgARIgARIgARIgARIgAT0EKCA10OLcUmABEiABEiABEiABEiABEiABEjAQwQo4D0EnsWSAAmQAAmQAAmQAAmQAAmQAAmQgB4CFPB6aDEuCZAACZAACZAACZAACZAACZAACXiIAAW8h8CzWBIgARIgARIgARIgARIgARIgARLQQ4ACXg8txiUBEiABEiABEiABEiABEiABEiABDxGggPcQeBZLAiRAAiRAAiRAAiRAAiRAAiRAAnoIUMDrocW4JEACJEACJEACJEACJEACJEACJOAhAhTwHgLPYkmABEiABEiABEiABEiABEiABEhADwEKeD20GJcESIAESIAESIAESIAESIAESIAEPESAAt5D4FksCZAACZAACZAACZAACZAACZAACeghQAGvhxbjkgAJkAAJkAAJkAAJkAAJkAAJkICHCFDAewg8iyUBEiABEiABEiABEiABEiABEiABPQQo4PXQYlwSIAESIAESIAESIAESIAESIAES8BABCngPgWexJEACJEACJEACJEACJEACJEACJKCHAAW8HlqMSwIkQAIkQAIkQAIkQAIkQAIkQAIeIkAB7yHwLJYESIAESIAESIAESIAESIAESIAE9BCggNdDi3FJgARIgARIgARIgARIgARIgARIwEMEKOA9BJ7FkgAJkAAJkAAJkAAJkAAJkAAJkIAeAhTwemgxLgmQAAmQAAmQAAmQAAmQAAmQAAl4iAAFvIfAs1gSIAESIAESIAESIAESIAESIAES0EOAAl4PLcYlARIgARIgARIgARIgARIgARIgAQ8RoID3EHgWSwIkQAIkQAIkQAIkQAIkQAIkQAJ6CFDA66HFuCRAAiRAAiRAAiRAAiRAAiRAAiTgIQIU8B4Cz2JJgARIgARIgARIgARIgARIgARIQA8BCng9tBiXBEiABEiABEiABEiABEiABEiABDxEgALeQ+BZLAmQAAmQAAmQAAmQAAmQAAmQAAnoIUABr4cW45IACZAACZAACZAACZAACZAACZCAhwhQwHsIPIslARIgARIgARIgARIgARIgARIgAT0EKOD10GJcEiABEiABEiABEiABEiABEiABEvAQAQp4D4FnsSRAAiRAAiRAAiRAAiRAAiRAAiSghwAFvB5ajEsCJEACJEACJEACJEACJEACJEACHiJAAe8h8CyWBEiABEiABEiABEiABEiABEiABPQQoIDXQ4txSYAESIAESIAESIAESIAESIAESMBDBCjgPQSexZIACZAACZAACZAACZAACZAACZCAHgIU8HpoMS4JkAAJkAAJkAAJkAAJkAAJkAAJeIgABbyHwLNYEiABEiABEiABEiABEiABEiABEtBDgAJeDy3GJQESIAESIAESIAESIAESIAESIAEPEaCA9xB4FksCJEACJEACJEACJEACJEACJEACeghQwOuhZSfu2SuRBnOwnzxv9nBcunEP8fEJpuTPTNM3gZxZwnA7Mgb3YuLTd0PZOlMIZMkQgviEBNyOjDUlf2aavglkCAtCaEgQrt+OTt8NZetMIRAcFIDsmcNw6XqUKfkz0/RPoEDOCJg1P0//9NKmhdJHDKknQAGfenYqpVkvCAp4gx3j58kp4P18ABhsPgW8QYB+npwC3s8HgMHmU8AbBMjkoID3/kFAAW+sjyjgjfGjgDfIj8nNIUABbw5Xf8mVAt5fetqcdlLAm8PVX3KlgPeXnjavnRTw5rF1V84U8MZIUsAb40cBb5Afk5tDgALeHK7+kisFvL/0tDntpIA3h6u/5EoB7y89bV47KeDNY+uunCngjZGkgDfGjwLeID8mN4cABbw5XP0lVwp4f+lpc9pJAW8OV3/JlQLeX3ravHZSwJvH1l05U8AbI0kBb4wfBbxBfkxuDgEKeHO4+kuuFPD+0tPmtJMC3hyu/pIrBby/9LR57aSAN4+tu3KmgDdGkgLeGD8KeIP8mNwcAhTw5nD1l1wp4P2lp81pJwW8OVz9JVcKeH/pafPaSQFvHlt35UwBb4wkBbwxfhTwBvkxuTkEKODN4eovuVLA+0tPm9NOCnhzuPpLrhTw/tLT5rWTAt48tu7KmQLeGEkKeGP8KOAN8mNycwhQwJvD1V9ypYD3l542p50U8OZw9ZdcKeD9pafNa2d6FfBBp08hdO8vCNn7q/o7PlMmXF213jyQJuZMAW8MLgW8MX4U8Ab5Mbk5BCjgzeHqL7lSwPtLT5vTTgp4c7j6S64U8P7S0+a1Mz0J+LDvdiLTjMkI2f8rAq9dSwItPksWnP/rvHkgTcyZAt4YXAp4Y/wo4A3yY3JzCFDAm8PVX3KlgPeXnjannRTw5nD1l1wp4P2lp81rZ3oS8BEbPkX2jq0UrITMmRFdqQqiq1RFbOWqiK78COIKFjIPpIk5U8Abg0sBb4wfBbxBfkxuDgEKeHO4+kuuFPD+0tPmtJMC3hyu/pIrBby/9LR57fRmAa/M4A/sQ/CB/UBwMG4NHu4URNCF8wjbuQMxFSsjpvTD5kFL45wp4I0Bp4A3xo8C3iA/JjeHAAW8OVz9JVcKeH/paXPaSQFvDld/yZUC3l962rx2eouADz71F0IO7kfw/r1KtMu/rc3gZff8woHfzQPhxTlTwBvrHAp4Y/wo4A3yY3JzCFDAm8PVX3KlgPeXnjannRTw5nD1l1wp4P2lp81rpzcI+MCrV5HvoeTm7QmZMiG6fCXEVH4EseUr4m7jZuaB8OKcKeCNdQ4FvDF+FPAG+TG5OQQo4M3h6i+5UsD7S0+b004KeHO4+kuuFPD+0tPmtdNsAR98/BhiS5VOsQF5Hq+IuPz5EVOpihLsMeUqILZEyRTT2YsQGQn8cTwA+fInIE/eVGXhVYko4I11BwX8f/xiYmJx+eoN5M6VDcFBQcmo3rp9F7FxccieNXOS785eiTTWAw5S580ejks37iE+PsGU/Jlp+iZAAZ+++9fs1lHAm004fedPAZ+++9fs1lHAm004/efvNgEfH4/gP/9IPLO+f68ygQ89tB8Bt2/jwq9HEVekaKpg/vtPAK5fAx4qnYDQ0JSzWLwgGO++E4KYmMS4BQsmoGSpeOzfG4QMGRNQ+6U4DBkeg0yZUs7LW2JQwBvrCQp4AItXbcGkuastJN8b1AGN6jyj/n83MgqD3puHHT/sU/+vUKYEZrzXG7lyZFX/p4A3NgCZ2hwCFPDmcPWXXCng/aWnzWknBbw5XP0lVwp4f+lp89ppVMBnmjkV4Z9/hpDDBxEQeTdZRePy5sO1pSsR/ejjuhpx8QLQpkUYDh4IVOmyZgXGTohGw9fiHOZz6SLwSPkIxDmOotL27huLQcP+U/i6auWZyBTwxrj7vYDftecgug6ajOmje6P6kxXxxfY9GDx2PjYtH4fihfNj4cefY82mnfhwxjBEhIei2+ApKFY4P0YPbE8Bb2zsMbWJBCjgTYTrB1lTwPtBJ5vYRAp4E+H6QdYU8H7QySY30aiAz9ajEzJ8sgLxOXMhpnQZxD5cBrGlyyBG/n64HOT+dT0hOhpYtSIY8+cE4+RfAUmSSlaHfo8Uh/R2wzfbA/FG07AUi6vySDw2bb2XYjxviUABb6wn/F7Aj5+1Ej/vP4a1C0ZZSNZvMxSv162O1o1fxOudRuDFGo+iU8u66vutO/+HfiNn4/A3SxAQEOAzO/B8UIw9KExNAmlBwCyLHr11p4DXS4zxrQlQwHM8GCFAAW+EHtMKAVsBH3LoQKIZ/OGDuPfcC4iqXccpqKCzZ5AQGor4XLlTBVR22r/9JgjXrgXg8WrxWPlhED5c5kChA/j2xyg8WNL+kdkjhwJQu2Z4ivWggE8RUbqK4PcCfuqCtfjxlyP4ZN4IS8f2Hj4dBfLmwuCeLfBona4Qk3oR8RKO/n4KjTuPxO5Ns5A1c0YK+HT1OLAxJOBZAhTwnuXP0t1DgALePRz9NRcKeH/teePtDoiORvCxo8j952Hc+WGPOrMecuQwAqLv70zfbdMB1yfNMF6Ygxz27wvEa/XDEGXlIiskBJbz6/aSfbUzCvv3BiImJgBPPROHkg/dF/NiOl+hVASuX3deZZrQm9alXpmx3wv4A0dPoEX30Wja4Dk8UaUMTp+5gGWrv8Qrz1fDoB7NUa5mO8we1xfVq1VUHXji1BnUbzsM2z6ZhPx5cyIhwTeczIm1AAMJkIB3E/CV94l3U0y72vG9mnasWZJ+Anyf6GfGFD5OYOFCBHTufL8RgYFA6dJIqFwZAVWrIqFKFUD+ZMxoWkNbtAjAqlWuZ1+5MnDoEBAbm5hGqjxtWgJ69Lifx4EDwMsvB+DcucTPMmQAypYF/vwTynFd/frA2LEJyJzUz7brlfBATP5+GoPu9wJe8MkO/MqN23Hz1l2UfrAwPlz7lRLvYkIvO/BjBndE7epVFWnuwBsbcExNAiTgmAB34Dk60gMB7sCnh170XBu4A+859t5ccvCpvxBbtLjTKorH+ExTxiNDtcdwuWQ5xFSohISIDGnarGefCMeJP1PeNMubNwGdusVi08YgHNiX6NROC3JN3L4jyW+50uu9Pk0brrMwHu3VCcwmOgW8DZC9h35Hq15jsWb+SJR5qKg6A/9SzcfQscUrKibPwBsbcExNAiRAAc8xkL4JUMCn7/41u3UU8GYT9u78A6IiEXLoIEIO7EPIgb0IObAfIb8fQ+yDD+Hi97+4VHmjTuxcKsRBpO6dQ7FxXdLrqMVBXY6cCbh4IVHYFyuRgMXL7+GhUgkoXTwCt24mz+zoiUjlpT69Bgp4Yz3rdQL+buQ9hIQEIyQ4+V3sxprqOPXFy9eRPVtm/PX3WbwzYTHy5MqGGWPeVAkWrNiMtZu/VV7oM0SEKY/1vuiFng+KWaOH+ZKA+whwB959LJmT5whQwHuOfXoomQI+PfSivjbIvepZB76Z6Gju+LFkiWPKVUB0pSq4MXW2Sxl7UsDbOwPfu18s+g+KwZ9/BEDOwxcrngDtZGu5hyJw7WrSZokp/LGTyXfgXWq8j0SiLjHWUR4V8Ju+2o1la7Zi4cQByJY1EybO/QRLVn2hWmR97txYE1NO3bTLKBw+fhIZIsLRqM7TeKtrU4SFhqiEd+5Gof+7c/DdTwfU/8uVKqbEvYh8CWZNuPNmD8elG/cQH++eM/Z8UFIeB4xBAp4mYNb7RG+76IVeLzHGtyZAAc/xYIQABbwRer6bNn+xvMC9e4h9uCyiK1ZGbMXKiX+XKac8wusJnhTwUk9bL/QVK8Xbrf6d21A78PE2X4vA//5/UXqa7HNxqUuMdZlHBXzXQZOQNUsmjB/WBb//9S8atX8br778LG7cuo0LF68l8QxvrJnOU1+/cRuR96KRL3d2dTWcvXDj1h3ExMQiV46k9ixmTbgp4M3sceZNAt5JwKz3id7WUsDrJcb4FPAcA+4iQAHvLpKeyUeuYFPe3/fvTfxzcD8u79iNuHz5nVZIzq/HPljSLZX2tIB3tRGOrojLnQfYf5Q78K5y9Md4HhXwLzYfgA7NX0aT+jWxdPWX+GD2Kvz8xTzcvhOJmq/3wXfrpyNn9ixe3S9mTbgp4L2621k5EjCFgFnvE72VpYDXS4zxKeA5BtxFgALeXSTTJp+wXd8i9LtvoO5a3/sLAq9eSVbw1VXrEfX8i2lTITv3wKdZwakoqGr5cJw7l3TzsHGzOEydGZ2K3HwnCXfgjfWVRwW8mK6/UL2qchDXecBEREZF48MZQyG73U/W66F24MVk3ZuDWRNufxfwcv3N5as3EBYWiiyZ7nsQlbGx++fDyrFgSldQ/HLgOLJnzYQSRQvqHkJbd/6MqhVLefUC0rkLV/C//cdQ9IF8qFimhO42uitBbFwcgoPs+6y4cu0mggID1REZvSE6OgbXbtxWx1VS6mu9edvGl6MqV6/fVP43sma2f73Mrdt3IW3NntX+PS3yXWBAIAIDU/Y+66i+Zr1P9PKhgNdLjPEp4DkG3EWAAt5dJNMmnxxtmiH8888shYnXdzmzHlOxMmIqVU78+6HSgIN5ghm19JUdeGn711uD0K93KLR1j1KlE7B0xT0ULuKeI7Rm8HVHnhTwxih6VMBPX/Qp5n24Ca/UegKfb/8JI/u3ReO6NbBz9370GDqVO/B+eAZeRLv4QhD/CFrIkS0zXnulOt7s+BqO/v43mnQZiQPbFzkUjVq6boOnoEr5kujUsq7up6RsjbZYPn0oHqnwULK0UrfBY+dbPs+bOzterPEY2jZ5CfJvV8KgMfPUwlXJYoVciZ4szrot32H4hMWo8WQllC9dHF1b109VPkYTnT5zEXVaDsTXqyaiQL5cluzOnL+MfiNmKd8SEh6tVBqTRnRXCyLrv9iFt8cvSla0MJw8sjtk8WbO8s8wa8l6FUf6f+bYPg4XKRat3IJC+XOpPkhNkGskew+fgbuRiefNpK79uzW1LB7K54Pem4cdP+xT31coUwIz3uud5DiNLD427TISnd+oh7ovVLNbjW9/PIDuQ6Y49e9BAZ+aHmQabyPAM/De1iO+VR8KeM/3l1zZJp7gY4sWQ0z5ik4rlGHVRwiWuBUqIaZCRcQ8XNbjDXBFwEdHA78fC0C27EChBzwrluUO+N+PB6jr6YsU9Wxd0qrzKOCNkfaogBcHcaMmLcWPvx5B9WqVlICXnTy5uk127WQH3tuDWRNub92Bj4wENm8G/v4bqFgReOEF9/WQjId6bYagaKF8GNyrJYoXyQ/Z9fx+zyFMWbAGX6+ahGN/nvYKAT9h9kqsnjdSOTk8+c85LFzxOa7fvI0Vs95O5ifBHiFZIFgyZTAeq1w6VQDb9nlfWSE0a/BcqtK7I1Hz7qNx8OgJlZWtgB85cSnOX7qCUf3bK4eQXQZOQomiBTB2SCd1REZ25q2DLIiUK1UUw95shX2H/8AbPccoaxxZnJi+aB0+3/4jtn0y2e7udu/h01H6wSLo3qZBqpr1096juHT5Op6tVhFRUdF4d8oy5Txyzvt9VX4LP/4cazbtVDdRRISHQhaGrG+isHa+Kf487An44yf+UW2SxQBnDjrNep/oBcMdeL3EGN+aAAU8x4MRAhTwRujpTJuQACXW5cq2/86ry5n1wOvXVUa3e/bFzZFjdGbq+egpCXi5e31Qv1DcuJFY1woV47How2gUKOAf4tnzPQRQwBvrBY8KeGNV947UZk24vVHA37wJlCkDnDlzn70I+K++ck9fzF62ESvXb8PWlR+oGwGsg+xwing6cvxUEgF/4u+zGDP1Q+zZ9xtKFCmAnu1fRe3qVVVSEVqS5ubtu5Bd1srlSmLc0E54oEAeiOPCbkOm4M+TiY0pW6oohvRqiVIlHkj8fwo78CLgd22YYamiCPk2b45TIlVEnLP8J89bjcRd49zIliUTGr38DF6q8ZjT+lizmLl4PeYs32hJLwtfG7f+gMIF8yoHkLt/PoLmDWvhxRqPYvGqLVi5YTtu3Y5ErWeqYEjPlsiaJaNqt4jml2s9jo8+/Vo5aOzXpQlCQ0Mwb/lnuHbjFlq9XlvtKDsKcv3i+YtXIELeWsAL72p1uycRqju+34teb0/H4W+WJDOHl0UAyeOLFRNQuGAeTJq7Gr/9+be6nUKClCM+MdYuGIWHSxZJUp2tO/+Ht8cvRnhYCArkzYWSxQvhvUEd4GxcpDRaNQsLzcpDFhSFpWbJIWX2Gznb0hbp66joaLToPhr9OjdJJuAvXbmOpl1Hqe9GTV6Gie90Q/Vq9nc0zHqfpNRm2+8p4PUSY3xrAhTwHA9GCFDAG6HnetqITRuQrWdnBIgrdJuQkDkzoitURmST5rjbso3rmXpJTGcCXna7K5VJfnVbqzaxeH9SjJe0IP1XgwLeWB97XMCL8BKT2r//vYCureqria3saOXMlgXtmtUx1ro0SG3WhNsbBfy0aUCfPsmh/vQT8PjjxmGLH4TiRQpgcM8WDjOzFvBxcfHKfLvsQ0XRpslL+N++3zBr6QaL0BMBf/jYX+jZrpE6gz1t4ad4pEIpjB7YXvlZkHFXpVxJJVoXr9yCv06fU2lTI+AljQjl2Us3KGHvLP8/Tv6Lhu3exsAezVGmZBHky5MDWTJndFofayAiTpt1fRed36iLSmUfRKkHCysTb7nqUMzIK5YtoXauT/x9BhNmrcKA7s2QP08O1f4C+XJi+ujeOPTbX2jW7V288GxVNK5XAweOnlAm6yKQRbTHxsZhwOg52Lx8nNptdhQuXLqG5xr3TSLgZYf98Ve6Ye74t/DM4+VVUrGceK3jO3aPxYg1gSy+DO/bWsWVaxvFd4HsxmtBFlTs7VxL+W+Nmq2Ef6M6zyBTxgg1hpyNi5RGqixsyAKHNhYerdNVLQqIiJdw9PdTaNx5JHZvmpXkvLw45ezV/tUkAl4Wntq+OQ7PPF4BPds3guRFAZ9SD/B7XydAAe/rPejZ+lPApw3/0B92IVeDFxGfLRtixPxdnVmvov4dW8xzfnXc0XpnAv6f0wF4okrSTSIps0y5BHy9M31f3eYOtu7KgwLeGEmPCnhNjMm5YdkhfKdva9Sr/SQ+Xr8dY6Z9iF+3zkd4mL67H43h0J/anwR8167AvHnJGc2ZA8h3RoMIILmRQG4mkCA7nb8e/N2S7eCeLfHbH/fPwO/Z+5tyfrht9WQlUCXUbzNUiSURrbZn4L/69heMnrLMsnMu4urgbydw6vQ5HDp2UgnoIzuXqnz07sBLml17DkGuRtzz+RwlJFPK39aE3ll8W7YiBOW8uLRVgrRVrAf6dHrdElV2tUs/WBgj+iWunm/b9SveHD4Duz+bhdNnLigBr+2Ii2m35CnHAsQaQYJc69i68YtKGDsK9gS8Vp/jJ04rQRsSHIyvvvsZ23ftTSbgNWY71kyx+A+QPi1VojDe6trEUqzUTSwNxGf+xBEAACAASURBVF+GbbA1of/h58NOx4Wzcartvsvuf7WqZdV5/HI12yVZPDhx6gzqtx2GbZ9MQv68OS3Z2Qp4McOXxQgJItrFuR0FvNG3BNP7AgEKeF/oJe+tIwW8/r4J+e2oMoMPFk/w+35FQlgorqz/wmlGAVGRCLpwHrFFvNtZtH4aiebZMj//cksQZk4NxrFjgShWLAHtOsbglfpxKFMiIlm2NZ6Lx4rV91JTHNOkggAFfCqgWSXxqIAXJ1xi8jvt3V7qjGy9F55UAv7k6XOo23oIPls6JlUexI0h0ZfanwS82TvwIn7FvF3beRXBt//InxCHaCLmxaT5+J//WEzoP9v6A6bMX5PElH3ExCXq3PzkkT2SCfjf//pXidJv1k7FzVt30K7v+8icKYNyWnYvOkY5zjMi4D/ZuAPzPtoEEaOyg5tS/tYCPqX4tqPSnoC3ddj3TMNeyixeE+Ditf75pm9h3aLREA/v1gJerBkq1Gqf5OYHObP9cq0n0KJRLd0CXvpAzo7Lzn7mjBGIiY1VCxzWJvRS5uud3lGLEFJPLYjoFcd1Q3u/YfnM0Q68RLAV8OLgz9m4cNQYTfjLgocsJGlBWI8Z3NFyNMPVHXjN9P/1utWR8b8jIcvWbFWOB+vXfsqyo29dH7PeJ/reagBN6PUSY3xrAhTwHA9GCFDAp0wvw8fLE8+ty33rBw8g4F7SneOEsHCcO3M15YzSaQwRh3v2RaF6tXDcs9Hkw0dGY9d3wdi5IzBJ62fPj0aDV+PSKRHvaxYFvLE+8aiAF4HRt3NjvPrys2rHTBPwV6/fgnxn78yrsea6P7VZE25vNKE3+wy8nO0WgbNt9aQkpsmyC9+699hkAn7XnoPoOXSa2lGWc90SRHQ+XLKwWgSw3YHfsn2PMgvf+9UCTF2wVu3mL5o0EEFBgUpoyhnm1Ar4u5H3VB3FBF1M9MfPWpli/osmD8QTVcqoeqcUPzUCXhYrnnqsPPp3baqSix+Ajv0/UAsYFy5dTSLgZbe4/HPt3Cbgbevbvu94ZMwQjhlj3rR8JTdPDBw9F99vnJHkajY5Ay+79/M/6K/iOjsDbxHwJQqje9uGKv43u/c5HRf23gLauXYxlbe1OJAz8OIwUG4NkGB7Bl7Lz3YHXqwaxL+AdZBjDOLkru7z1SzWE9bfm/U+0fvmo4DXS4zxrQlQwHM8GCFAAe+cXkBMDPIVzgX5WwtxefImM4OPK5i6W26M9J23pBVxKPeo9+1l34p38vRoXL0agP/9FKi80L9SNxbPvxjvLdX3i3pQwBvrZo8KeBETcq2UOP2yFvCbv/4Rcs3WT5tnqx1Sbw5mTbi9UcBLP5jphV6cn73yxiDljOztvq1RqnghRMfEKgdtY6d/lEzAyy5v7WYD0Lzhc+jYsi5+2X9MOUrTzkqLgJfrxQZ2b658LIgDsSyZM2DW2D7qvPc3u/crT+Ny3lvOzus1of9k7gjciYzCqX/OY/GqL3Dj5m2snP2OWkxIKX8RtI9WLo2OLeri7l0Rel85rY/tM+DKDrwsiKz74jtMHdUTeXPnwHtTl+PcxatYM38kDh87aVjAx8TGKSd2L7UYiC0fjVfXyIUEJ94HL+fg5e52uRt989e7MXb6CqyaOwLlSyea6okFwEstB+L1ujWSeY+/74V+GMo/XBzTFq7Flu0/OfRCP/+jTfjlwHG1OCDOBAMC4HRc2LKU8TV03ALle+G5p6tYvpZz+OJMccGKzVi7+VvlhT5DRBi6DpqcxAu9tDEhPkFZDcl1fiLO5T55e4Em9N78Nmfd3EWAAt5dJP0zH38V8OIFPvTgftxt3Axyl7qzkHVwP8TnzJV4br18RcTlL+Cfg8VBq1MS8C/WicPiD6PJzIMEKOCNwfeogP/6u1/Q552ZykRXzjOLaWmObFnwwZxVaPjS08ps1duDvwl4s/vj33OXIF7at+782VKU+Eh4tc6z6NGuodrVFgdimodwuVtbTK61O7xFQMm5awki4EXYad/J7rjc3y3nlkXI9ho2TeUnQZytiYm39Q68XGNWpbzze+BF4OXOmRU1qlVC26Z1kCdXNpVfSvnL8YCRk5ZArE26tW6A1+pWd1of+wK+h8VJnLRV7qzXdoklvrR76LiFkOdMQpFCeVX7SxQtqM78N+s6ymLSbm8HvlWvscpLvXi0dyRGNbbyvZi9a575NXN0+Vwc1I0a0E7dAqCFVRt3KG/zO9ZMTrZIJ+fOZy5Zj7nLP1PRhfH8D95Kkt66PnLkpt/IWZAjElLGRzOHwdm4sG3Lu1OWQ44/2AZtN14WBWSMiZNACeVKFVOLBVpfi0d62ZW3Do6c/1HAm/0GYf7eQIAC3ht6wXfrkN4FfEB0NIKPHkaonFn/T7QH/3YE8rmES1/uREzVx3y3A72g5poJ/TOPh8PKUMFSMzqs83wnUcAb6wOPCnip+upNO/HB7FUWkSWfiaOqYX1aJTGjNtZM81JTwJvDVs5HX7xyHZkyhKdohSFxz1+6qhZ/5No42yBXokXdi7E4urP+/uz5y8iWNbPaWTUjOMtf6i11EysU2a2WYEZ9xCO+3G8uCyFpFWRXWs7cS9tsrwR0tQ5R96Jx9dpN5MuT0+7977b5yN3y4s1fswJIaVy4Wg8tnnCU6/Zy5ciqN6nL8c16n7hcgf8i0oReLzHGtyZAAc/xYIRAehbwWfv1RMbli+3iEZN32VG/NXAYYsolOqhlSB0BzYndZxuC0LNLKOJsjrZ37BKLUWN4ZVzq6LonFQW8MY4eF/BSfTGn/ff8ZSXiC+XLra788pVg1oTbW03ofaVfWE8S8EUCZr1P9LKggNdLjPEp4DkG3EUgXQv4YQOQcd4sxBUuguiKlRFbsYr6W65vi8+edovs7uorb83H+hq5DZ8GYejAUNy4kVjbChXjsezje8iT11tr7x/1ooA31s9eIeCNNcGzqc2acFPAe7ZfWToJeIKAWe8TvW2hgNdLjPEp4DkG3EXAFwR8QORd5QFezqwH7/sVIYcOIrJpS9zu2ccphqDz55AQHqHuXmcwj4DtPfByOuH3YwHKYV2hBxLMK5g5u0yAAt5lVHYjprmAl7Oq1uebnVV/96ZZXm9Gb9aEmwLe2MBmahLwRQJmvU/0sqCA10uM8SngOQbcRcAbBXzQP6cR8flGdWY95MghyL3rtiHy1Sa4Nn+puzCk63zWfxqEebNDcOLPAJR4MAFduseg0Wvuu8LNVsCna5g+2jgKeGMdl+YCXq54+vfsJZdqLXcxh4WGuBTXU5HMmnBTwHuqR1kuCXiOgFnvE70tooDXS4zxKeA5BtxFwBsFfPjnnyFHm2b3mxgYiNjiJRK9wFeqov6OrlAZCZl85wiou/pLbz7HjwXgherhSc6lBwUB23dFoeRD7tkdp4DX2ytpH58C3hjzNBfwxqrrfanNmnBTwHtfX7NGJGA2AbPeJ3rrTQGvlxjjU8BzDLiLQFoJ+IBbtxC6fy8Cr15GZIPXnFY/6OwZZH73bcT+J9jl3HpChozuarJf5bNgbjBGvp18c27cxBi0bhvrFhYU8G7BaGomFPDG8HqFgJc7oyOj7iVriXh71rxzG2umeanNmnBTwJvXZ8yZBLyVgFnvE73tpYDXS4zxKeA5BtxFwAwBH3j9OkIO7LNc3Sb/Dv77pKpyfN58OH/kL3dVn/mkQIACnkNECFDAGxsHHhXwFy5dQ++3p+Pw8cSXqG3gGfh7kPu53RH4oLiDIvMgAXMJUMCby5e5pw0BXiOXNpzTaynuFPAB96KQ54lKkDPs9kLMw2URU6kyrs+Yn15xel27aELvdV3ikQpRlxjD7lEBP2ryMmz77hd0alkX42etxHuDOiB71syYPG818uXJgVnj+lrudDbWTPNSmzXh5g68eX3GnEnAWwmY9T7R217uwOslxvjWBCjgOR6MEHCngJd65K34EAIvXkBs6TKIqVDJcmY9plx5JISGGakq06aSAJ3YpRJcOkpGAW+sMz0q4Bu1fxt1X3gSrV57AZVrd8Jny8aiRJEC+PbHA+g+ZAr+t2UuMmYIN9ZCk1ObNeGmgDe54wxmHxcXj3vRMcgQwR9/gyiZ3IqAWe8TvZAp4PUSY3wKeI4BdxFwJOADL19C6N5f1PVtIXJ128H9uLLhC8SWKOm06OC//kRs8QfdVT3m4wMEeAbe+zuJAt5YH3lUwL/YfAA6tHgFTerVwKN1umLC8C6o+WRl/HvuEuS7j2cPR8UyJYy10OTUZk24KeBN7jgXs3+ucV/06fQ66td+KkmKH385go79P8APG2ciW1Z6nXURJ6OlQMCs94le8BTweokxPgU8x4C7CGgC/uYX2xC6c0eiYD+wD0EXLyQr4tqiD1N0QOeuejEf3yFAAe/9fUUBb6yPPCrgm3cfjcplH8TAHs0h98Nfv3Ebk0Z2x6avdiuT+h1rpiBv7uzGWmhyarMm3BTwJneci9k7EvDiePHvfy+g1IMPIFjuP2EgATcQMOt9ordqFPB6iTE+BTzHgLsIaAI+tnlLRKxZack2ITwCYvaexAy+1MNAcLC7imY+6YQABbz3dyQFvLE+8qiAn77oUxw/8Q9mje2DA0dPoEX30ZbWvFjjUUwe2cNY69IgtVkTbn8T8Ddu3UHn/hPxdp9WKP9wcdVzFy9fR69h0/DBO91QuGAet/SmLAxduHQVE4Z3VcL7zPnL6P/uHLXL/njlh5OV4UjAn/j7LIaOXaCsRIKCAiGLUTWfrISvvv1FCftmDZ5D97YNEREeqvL85cBxfDB7Ff46fQ4vPPsImjd6HuVLF3NLm5hJ+iFg1vtELyEKeL3EGJ8CnmPAFQJBp08h9NBBxBUoiOjKj9hNogn420s+RMj/9iC2YqVE0V6mnCtFMA4JKA/n3vJ7yu6wT4AC3tjI8KiAt636Hyf/xU+/HkWpEoXxaKVSXn+FnNTfrBdEmgj4TZuAX391PoLq1QMesf8ja0nopny6DZ6CHNkyY8zgjirreR9uwtff/YK1C0bZreOgMfNw6fJ1u9+N7N/Orug/f+kq6rUeirZNXkTnVvXRuvdYFC+c31KmbWaOBPyR46fQpMtIHNi+SC0ElK3RVvlv6Nq6gToXP2D0XEwe2R3PPF4Bp89cRJ2WA/FW1ybq/1u/+RnrvvgO21dP9okxbuwVw9R6CJj1PtFTB4lLAa+XGONTwHMM2BKQa9rUdW379yJUzOAP7kfg1asq2p32nXFjwlSnAv7S9ShCJYFUEaCATxW2NE1EAW8Mt1cJeGNN8UxqsybcaSLgu3QB5qdwdYp836mTc7huykdzXrj7s1nImDEcNV/rgwHdmyU7f65VRs6hR0VH261b1QqlkDlTBrvf7dpzCF0HTcKzT1TE+YtX8PHsdyw75UYE/Eczh6FyuURnOrK4kCt7VlX/2Us3YPO2HzFpRHf1XWxsHJp1exefLnwXpR8s7JmBy1K9koBZ7xO9jaWA10uM8SngOQY0AuHbtiJ7p9YIuHUrGZSETJkQXb4Sol5tjDvt7M8t3O2Fnj3jfwQo4L2/zyngjfWRxwX86TMX1K67OK6zDd3a3DdBNtZM81KbNeFOEwHvpp1zuCmf2Lg41G7WHx2av4IC+XJi4Oh52LVhOsLDEs3QbcNvf/yN6JhYu989VPwBh6JcEgweO1/5WrAW3fYy0rMDb53XmGkfIjYuHiP6tVFlbd+1F6VKPJCkiG5tGuCpR2kSaN7T6Xs5m/U+0UuCAl4vMcangOcY0AiE7N+L3M8/jfisWRFTviJiKlZOvLqtQqVEb/ABAU5hUcD71liKvAt88H4ItmwOwvVrAXjsiXgMGR6Nh8skeKwhFPAeQ+9ywRTwLqOyG9GjAn7dlu8wfMJiVTFxVhdi44hETKcd7aIaa7b7Ups14U4TAe8+DG7LaeHHn0PGRaH8uVHmoaLqbLqj0HnARLsLPxJf/CoUK5zfbtITp86gftthKFIoLwrky4V5499S59jNEvCT5q7GqX/OYcaYN93GiRmlTwJmvU/00qKA10uM8Sng0+cYCD5+TJm/B4sJ/P69CIi+h8tbv02xscEnTyC2WOpuEaKATxGvV0WYOjFYCXjr8FCpBHzzg+eOQFDAe9UQsVsZCnhjfeRRAS9XxRUvUgDTR/dCSIhvehE1a8LtrwL+8tUbqP5qotDduvIDJeTdGe7cjULjziNQu/qjaNHoebzSajDaNauD7m0aOBTwzRvWwvPP3PcDEB4ehqvXbiY7A+9oB37vod/RqtdYvD+0M+rUehw3bt5RZ/vFzP/BYgXd2Tzm5eMEzHqf6MVCAa+XGONTwKePMZBh1QoEH9hnObMeINurNuHs5eSfubP1FPDupGl+Xq83CMOPPyTfBNl3JBJ58ppfvr0SKOA9w11PqRTwemglj+tRAd+o/duo9fQj6Nm+kbFWeDC1WRNufxXw0pWysx4WGmLKjvXA0XPxz7lLWD59KEKCg6Cdu180eSCeqFIm2UgSE/oLl64l+bxa1bLo17kxGndO6sTOVsDHxSfgnb6tVVqxKhg342PcjUxckZbd/7nj+6FwQQ/9unnwmWHRjgmY9T7Ry5wCXi8xxqeATx9jIP8DuWAt2uNz5kK0mMCL+XulKurfcQ+Y67uFAt63xhIFvG/1l7fUlgLeWE94VMDPXLwe27//FWsWjPLZu7TNmnD7q4C/efsuqtXtjoUTB0CEcnoKCQkJuHLtprI2yZo5Y3pqGtviJgJmvU/0Vo8CXi8xxqeA994xEHLogPIAH1W3oTqX7ixkeWcIEiIiEs+sl6+IuEJJfbekRSsp4NOCsvvKoAm9+1j6U04U8MZ626MCPjIqGs826o2qFUshV47kPypDe7/h1BGZsaa7J7VZE25/FfDL1mzFx+u24YsVExAY6NzRjXt6kLmQgPcQMOt9oreFFPB6iTE+Bbznx0BATAyCfzuCULm67cA+dYVbyJHD6ty6hCvrPse9Z2t6vqIp1IAC3uu7KEkF6cTOt/rLW2pLAW+sJzwq4Bet3ILJ81YjQ0S4MikOCkx6hkbMmjNljDDWQpNTmzXh9lcBv2vPQbU7XaFM6pzfmNzdzJ4ETCVg1vtEb6Up4PUSY3wKeM+OgSzDBiLTvJl2KxGXv4DyBH+770BEP/KoZyvqQukU8C5A0hElNhb4/XgAMmYEihT1nGd4HVU2HJVn4A0jND0DCnhjiD0q4Ou3GaqceMn92AEpXCtirJnmpTZrwu2vAt68nmLOJOD9BMx6n+htOQW8XmKMTwHv2TGQZcxIZJoyQZm8yzl1Oa8u59ajK1WBnGP3pUAB777e2rEtEG/2CMPVK4l5liqdgIXL7qF4ifQt5Cng3TeGzMqJAt4YWY8K+KZdRuGpx8qhd4fXjLXCg6nNmnBTwHuwU1k0CXiIgFnvE73NoYDXS4zxKeDdMwYCoiKhzqwf2I+QA3vV31H1GuLWgKFOCwi6eAEJIaGIz57dPRXxYC4U8O6D/3jlcPz7T9LjiPUbxWHOgmj3FeKFOVHAe2Gn2FSJAt5YH3lUwC9fsxWrNu7AhsXvITQ06R2SxpqVdqnNmnBTwKddH7IkEvAWAma9T/S2jwJeLzHGp4BP3RgIOnsGEZs3IHj/XoQcOoiQ344kyyjqxZdxdcXa1BXgg6ko4N3TaTduAGVKJD+GWuiBBOzZ57k72t3TOue5UMCnBWVjZVDAG+PnUQE/e9lGzFqyHpXLlUSO7JmTtUTuzZbz8d4czJpwU8B7c6+zbiRgDgGz3id6a0sBr5cY41PAp24MhH2zDTkb17+fOCAAscVKqDPryhP8f2bwCZmTz5FSV6L3p6KAd72P9v4aiA/GhWDvL4HIlTsBsrv+1sAYBAcDcXFAsQIR6m/rUOWReGzamujYML0GCnjv71kKeGN95FEBP2f5Rhw8+pfDFkwa0Y0CPt4955T4oBh7UJiaBNKCAAV8WlBmGWYTyBAWhNCQIFy/nb7NdB1xDLh9G6H79yLwwnlEvtbEKe7AK5eRdUj/RMFeuQqiK1RGQqZMZneRV+dPAe9a90RHA1UrRODK5aTxJ0yORsvWiaq9W6dQfLY+KEmEcRNj0LptrGuF+GgsCnjv7zjqEmN95FEBb6zq3pHarAk3d+C9o39ZCxJISwJmvU/0toE78HqJMb41AX8S8IE3byJEzN8P7rf8HXzyBJCQgISIDDj3j4264lBJkQAFfIqIVIQjhwJQu2ZyK1XrM+6RkcCK5cH4aXeg8kL/wktxeKVeHHzUb7RrYABQwLuMymMRKeCNofe4gL924xa++WEfzpy/jOeeqoKypYri8+0/IWf2LHiiShljrUuD1GZNuCng06DzWAQJeBkBs94neptJAa+XGOP7o4DPU7Ucgk/ZtyKMKf2w2lW/8cE0JGTIyAGigwAFvGuwXBHwruWU/mJRwHt/n1LAG+sjjwr4cxevQq6SuxuZ6ExDzrzXq/0kJs1djQ1f7sI3n05FcFBS0x9jzXV/arMm3O4W8O5vOXP0ZgI5s4ThdmQM7sXEe3M1WTcvJUAB76Ud4yPV8pcd+DzVKkN222NKJYp1y5/yFZAQ5t3+e7x5KFHAu9Y7rpjQu5ZT+otFAe/9fUoBb6yPPCrgZy/dgB0/7MO00b0watJS1HvhSSXgjxw/hSZdRuLLjyfggQJ5jLXQ5NQU8CYDZvapIkABnypsTPQfAQp4DgUjBHxNwMs59NB9vyZe3/brz+pv8foeU66CUwwi3sXhHIN7CVDAu87TmRM713NJfzEp4L2/TyngjfWRRwX8c437olPLumjesBY6D5hoEfA3bt7Bk/V7YNXcEShfupixFpqcmgLeZMDMPlUEKOBThY2JKOA5BtxAwNsFfOjPexC24+vEc+sH9iHo/Llkrb4+cwHuNmvpBhrMQi+B9C7g138ahHmzQ3DizwCUeDABXbrHoNFrNq7i9UJj/CQEKOC9f0BQwBvrI48K+ObdR6NKuZIY0L1ZEgH/8/5jaNvnfXy7bhpy5chqrIUmp6aANxkws08VAQr4VGFjIgp4jgE3EPB2AZ/trV7IsGyRpaVi7h5Ttpy6si22UhVEV6yM2NJlkBAS4gYazEIvgfQs4P/4PQC1nglPcrWbnBT9+tsolCrtnluH9PJOj/Ep4L2/VyngjfWRRwX8wo8/x7wPN+G9QR3wycYdynz+waIFMWjMPGTNkgkrZw831ro0SE0BnwaQWYRuAhTwupExgRUBmtBzOBgh4AkBH/TvP8r0PT5XLkQ/+oTT6odv2YSw73YipkJFxJRP/MPgPQTSs4BfvjQYQ/onXxga+V4MOnVN31e7peUIo4BPS9qpK4sCPnXctFQeFfCxcXEYPGY+vtixJ0krCuXPjdnj+qBE0YLGWpcGqSng0wAyi9BNgAJeNzImoIDnGHATAbMFfNA/pxF6YB+C9+9Vf4spvJxjl3C32Ru4PnO+m1rCbDxBgALeE9TTV5kU8N7fnxTwxvoozQV8QkICYmPjEBISbKn54eMnceyP07h9JxKFC+VFtUfKIiI81FjLUpFavOLnzZUdgYEByVLfun0XsuCQPWvmJN9RwKcCNJOYToAC3nTE6boA7sCn6+41vXFmCfiwH3Yhe+smCLxxI1kb5Ko2cToX1aARbnfpaXobWYB5BNKzgKcJvXnjxjpnCvi04WykFAp4I/SANBfwew/9gVa9xljOt9+NvId9h/9A5XIlkSEizFhrUpl6+ZqtWLFuG2JiYxETE4tGdZ5Bvy5NElfzI6Mw6L15ylu+hAplSmDGe70tZ/Mp4FMJnclMJUABbyredJ85BXy672JTG2iWgA/+4zjk6raETJkQXaFy0jPrD5YEApIvvpvaUGZuCoH0LOAFGJ3YmTJskmRKAW8+Y6MlUMAbI+hxAX/i1BnUbzsMny0bixJFChhrTSpSa1fWLZkyGI9VLo2/Tp9DvdZD8PHs4ahYpgTknP6aTTvx4Yxhyiqg2+ApKFY4P0YPbK9Ko4BPBXQmMZ0ABbzpiNN1ARTw6bp7TW+cKwI++M8/lAf4kIP7ELJ/H4IuX8TFH/amWDdJFytinSHdEvAFAX/stwB8/GEwTp0MRKnS8WjdLhYPFKYTOm8ZlBTw3tITjutBAW+sj/xewO/Z9xva9x2PL1aMR+GCeRXNZxr2wsDuzZVTvdc7jcCLNR5V191J2Lrzf+g3cjYOf7MEAQEBFPDGxh9Tm0SAAt4ksH6SLQW8n3S0Sc20J+AzrFmlzqzLeXU5tx5w906S0uMKFsLF3XuRkDGTSbVitr5CwNsF/L//BODZJ8Jx7959ojlzAT/8HInMSU9Z+grydFdPCnjv71IKeGN95PcCPjo6Bh3e+gDH/jyN3h1exe27kfhq589YNn0osmTKgEfrdFVe8kXESzj6+yk07jwSuzfNQtbMGXH+aqSxHnCQOne2cFy+eQ8J8VzRNQVwOs80e+Yw3ImKQXRMfDpvKZtnBoHMESGIT0jAnSh6RTaDb3rPMyIsCCHBQbh5J9rS1DzlSyLw7Bn1/7jCRRAjV7VVqqLM4GMqP4L47NnTOxa2z0UCQUEByJYpDFduRLmYIm2jzZ8bjBHDknuSn7MgGg1f5X3uadsb9kvLlyPCtPm5N7QvPdRB+ogh9QT8XsALugUrNmPTV7sRER4GcajXscUr6NXhVQQFBqJczXaYPa4vqldLvGZGM/nf9skk5M+bE3EmCWzxo5eQAFC+p35w+3NKjh9/7n3jbdeOEss7iIEEHBEIOHQQAb/uRfzLLwN58liiyUl0GUPWP48B69YBWbIg4ZFHAIp1DionBOyNH28C1r1bAObbuejgnXeAd0bwpekNfRUUGGDa/Nwb2pce6iB9xJB6Ah4T8DmyZVae6MVp3NXrt6D937opG5eMQeZMGVLfOhdS7tpzEF0HTcaPm2erHfcffj6MPu/MRP+uTdC0wXNqB37M4I6oXb2qys12B55n4F2AzChpToAm9GmOPF0VSBP6BqnMFQAAIABJREFUdNWdxhsTG4uQY0eV+XuImMHL2fXDhxBwL3GH9OriFYiq38hSjitn4I1XijmkVwJpaUJ/5FAAfvoxCBkzJqBGrXjky5eyAP9ySxA6tE5+U9KWbfdQsRKt3rxhXNKE3ht6wXkdaEJvrI/SXMCfPnMBSz750qVayzl0s6+Tm7pgLXZ8v1c50dNCj6FTkTEiHBOGd1Vn4F+q+ZjalZfAM/AudR0jeZgABbyHO8DHi6eA9/EOdGP1M48dhcyTxyfLMbZESWUGL3+iXqmH2KLFKeDdyN2fs0orAT99SjDGj7lvCh8eASz7+B6efiZlEd6zS6jyJi8hKAjo2CUW77wb48/d5lVtp4D3qu6wWxkKeGN9lOYC3lh13Z96y/Y9GDB6DuaO74enHyuPf85eQp2WAzGgWzO0bfqSMq9fu/lb5YVerrmT3Xp6oXd/PzBH9xKggHcvT3/LjQLe33rccXszzZuJDMsWIfq/M+vyd0z5ik6dzXEHnuPHCIG0EPBxcUDp4hGw8aWImrXi8dEnVt7pnDTk2jXg9+OBOPtvAM6fD1De6Gs8F4/AQCOtZ1p3EKCAdwdFc/OggDfG1+8FfHx8AuZ99Bk2fPG9MuXPnCkC9Ws/hR7tGiknPHfuRqH/u3Pw3U8HFOlypYphxpg3kSdXNvV/mtAbG4BMbQ4BCnhzuPpLrhTw6ayn4+IQ/NcJhBw7guBjvyH4t6Pq31HP1cbN95LvrhttPQW8UYL+nd4MAR8dDUyZGILP1gfh8qUAlCkXj//9lFxpF3ogAXv2ReGf0wFYviQYx48FomixeLRoFYvSDyc1r791C6hdIxyn/75/lveRR+OxfvM9tSvP4DkCFPCeY+9qyRTwrpKyH8/vBbw1lrPnLyNfnpwItONY4catO+q8fq4cWZOQpIA3NgCZ2hwCFPDmcPWXXCngfb+nQ479hkyT3kewnF3/7YjdBt1t2gLXZy10e2Mp4N2O1K8yNEPAL14QjOFDknqOF0eLto46ZQd+zsJ7eOrRCFy5fB97WBjw3U9REIGvhQ+XBWPwW8m90b87Ngayw589ewJq1opDrtx+1X1e0VgKeK/oBqeVoIA31kcU8Mb4cQf+/9o7Ezibyv+Pf2bunc0MY+wkhezGLJYskaUs/UJUKiJkiwgVISG77HsIqaxFloiQkuxj7HtkTdYxwyx3Zu7//5xxJ9eMWe65555zz/mc12tev5/mPMv3/X1e3Pd9Npn8WFwZAhR4ZbgapVYKvPtn2nzkEArUrS4FYvXyQmLZ8ilXtomr28Qy+IrBsHr7KBIoBV4RrIapVAmB79jWGxs3ZDwtbtsDHxPtke4hdQMGW/D+B/9drSmukpv3pTnDvAQEAMtWxSM0LPN99YZJsAsCpcC7ALLMJijw8gBS4OXxo8DL5MfiyhCgwCvD1Si1UuC1l2nPG9fhHbEPXocPwvPyJURNnJ5pJ/3nz5HuWE8Iq5zpu858gQLvTJrGq8uVAj/v63hcuexpdwr93NlmDP007cz6628mYfL0hNSEPG4G/tGMNW+ZhJlz/itnvIy6PmIKvOuZZ7dFCnx2idm/73KBF6e+B/j7Sae6Hz/9N/xz+KLYEwXlRaFiaS6hVxE+m34sAQo8B4ccAhR4OfTklzVdvZJyVdtDP6Zr/9hVfPXiDVj9lL1m1dFIKPCOkmM5QUAJgU9vCb1YDr9jbxzMj0yiHz7ogcYNfNMkQ0i4kHHbk94e+PQymDsI8PWx4t59D5jNVsTGeqBYMau0r75zt/9m9Jl95xGgwDuPpVI1UeDlkXW5wHfsMxbB5UqgT5fX0XPQFJQv8zTea9dcXhQqlqbAqwifTVPgOQYUIUCBVwRrlistVLIwPKOi7N63+vjCUqEiLOFVpFPgY19tBatY86vBhwKvwaS4UZeUEPhHD7ELr5KM/oMsj13aPupzL8yeYZb2sounxatJmDIzIc3hdLGxwLatJpw/54Gnn05G13d9UstkBfmS7+NRpy6X12eFVXbeocBnh5Y671Lg5XF3ucDPXrQG67fswqTP38fkOStQ9pli6PJ203Sj8PLKeG+RvNCdU5oC7xyOrMW5BDgD71yeRquNAq9Mxk0X/0Zy3nyw5vDPsIE8b7aQBD4hNByJlUJS9q5XCFamUwrUSoFXAKqBqlRC4B3BFxMDnDntiaeeTkZQUNZqGD4kRfyz+vTolYiBn/H++Kzyyup7FPisklLvPQq8PPYuF/hLV6/jrfc+l65sy+z5c+0MBObM+INOZnUo/XsKvNKEWb8jBCjwjlBjGRsBCrz8sWC6cB7eBw/AHBkB70OR0nJ4z1u3cHPZj4hv0FB+AxqugQKv4eS4Qde0IvCOourwtjc2/Zy1e+Qo8I5SzrgcBV4Zrs6slQIvj6bLBV50V9y9fvjEXxg6fgGKFMqHF2qnf8DOyy/UgNZn4Snw8gYgSytDgAKvDFej1EqBdyzTOVYshd/ir+F1KDLNEnhRo5h5F4fP3X/tDccacJNSFHg3SZRGu+nOAn/9XyC0fNa3tnAJvTKDkAKvDFdn1kqBl0dTFYG3dfnk2YvSIXZFC7vvJZkUeHkDkKWVIUCBV4arUWqlwDuW6ZzjRkL8SF9U58oFS3BoypVtoWHS/yaWeAYQl0/r/KHA6zzBCofnLgIv7pDf+acnDkd6olBhK+q/mIR9ezzx9hvpX89oMgG5AnmIncLDR6qeAu8KyvLaoMDL46eqwIuuxydYpD3xQuZj4+IlmW9crxqeLFJAXmQuKk2BdxFoNpMtAhT4bOHiy48QoMCnADGfOpmyDP7wQSSVKo17bTtkOFa8jh+F+fRJWCpWSpF1gz4UeIMm3klhu4vAd+3ojXVr/lsqnycvsPT7ODSsl/YEe4FG7HUXS+b5KE+AAq88Y7ktUODlEVRV4G/cikKbHiMg9sWLJ4efL+7Hxkn/f+LQHmhUt6q86FxQmgLvAshsItsEKPDZRsYCDxEwnMAnJ8Pr1Elp6bu0Z11c33bkEDzuxaRSEfvWxf51PpkToMBnzohvPJ6AOwj82TMeqFM9rah/2M+Cq1c9sfib/8ReLLp5o3UiRo61wDd9t+dwcDIBCryTgSpQHQVeHlRVBX7wuPn4+dc9mDm6NyqVLwkfby/8deEqJsxehm1/RmLfz3Pg5+stL0KFS1PgFQbM6h0iQIF3CBsLPSBgNIH3+XM78jZrlCb/yXnywhISioSQcCTUqoP4eg04RrJAgAKfBUh85bEE3EHgV680oXuXtJ9Pm7VIwqy5CdJS+oh9nsib34r6LyRl+RR7DgvnEKDAO4ejkrVQ4OXRVVXg67/eB+Kgur5dW9lFceLMBbza6TMs+3IIKpYpLi9ChUtT4BUGzOodIkCBdwgbC+lQ4M1nTiPxmVIZ5tbz7l0UqFIBCWGVYQkNT/kJDkFS0Sc5JhwgQIF3ABqLpBJwB4HPaAa+bz8uk1d7OFPg1c5A5u1T4DNnlNEbqgp8i46fIqT8Mxj6UXu7Pu45cAId+oyhwEfFSyf28yGB7BKgwGeXGN9/mIA7zsB7WCwwHz8qXdkmlsGLa9u8jh4BTCZcvXiDCXYhAQq8C2HrsCl3EHiBPb098Nt2xCJvPh0mxc1CosBrP2EUeHk5UlXgJ365HF8tWS8JfLXQcsgdGID9h07hy0VrcOXaDWz9fjK8zFm7S1MeBsdLcwbecXYsqRwBCrxybI1QszsJfODHH8B7/15p/3p6T1LhIrixZQeSChQ0Quo0ESMFXhNpcNtOaEngN2/0xE/rzLhzG6hWPRlt2yciICAFbXqn0OfM6bbYddVxCrz200mBl5cjVQU+Ni4BHwyeih17j9hFkSd3TkwZ3gvhwRkve5QXunNKU+Cdw5G1OJcABd65PI1WmzsJfIE61WA+lvJviFjyniCuaxNXt4WEISE0HMmcDnP58KXAuxy5rhrUisCnt8+9bv1kfLc8Xle89RgMBV77WaXAy8uRqgJv6/qBI6dx+q9LuB8bj6JF8qNmlQrSifTu8FDg3SFLxusjBd54OXdmxGoJvEdcLLwOH4TXwUh4HYzAve4fwFKuQoah+W5YB6uvLyyhlZEcFORMDKzLQQIUeAfBsZhEQCsC37GtNzZuSLsK9MDRWHBBj7YHKwVe2/kRvaPAy8uRJgReXgjqlqbAq8ufradPgALPkSGHgCsE3iP2viTr0j3rYs/6oUjpKjckJaV2/c6Eabj/zrtyQmFZFQhQ4FWArqMmtSLw4po4cVjdo8+K1fGoWStZR8T1FwoFXvs5pcDLyxEFXh4/UOBlAmRxRQhQ4BXBaphKXSHwgZ98CP95s9IwTSxeUlr+Ln7imryc6QnyhkmKGwVKgXejZGmwq1oR+F7dvfHDcvsZ+Bw5gON/xcJs1iA4dimVAAVe+4OBAi8vRxR4efwo8DL5sbgyBCjwynA1Sq1yBN4jJgaed6OQVOSJDHHlWLwIAdMnwVIxJEXYw8KRUCkMVtsJUUaBrcM4KfA6TKoLQ9KKwLdp5Y1tW+0FvnARK/YdinMhDTblCAEKvCPUXFuGAi+PNwVeHj8KvEx+LK4MAQq8MlyNUmtWBV7cny5d1/bQj/ncWcS2bIXbXy4wCi7G+QgBCjyHhBwCWhH4Z8N8cemi/RJ6kwk4eiYWPG1eToaVL0uBV56x3BYo8PIIUuDl8aPAy+TH4soQoMArw9UotWYk8Oa/ziDn8CHS3nXThfPpIolt+gpuL1hsFFyMkwLPMeBEAloR+Bfr+uLYEXuB9/dPWUIvRJ6PdglQ4LWbG1vPKPDycqSqwC9etQWFC+ZBvZphdlH8feka5i3+CQN7vQ0/X295ESpcmnvgFQbM6h0iQIF3CBsLPSCQkcCb/jqLgtWCU940m2EpXTZlCXxoOCyVQmEJrgSrrx9ZGpgAZ+ANnHwnhK4VgZ8+xYzRw73sImr7TiLGTLA4IUpWoSQBCrySdJ1TNwVeHkdVBb7noCkoX+ZpvNeuuV0U12/eQd1Xe2PV/BEoXaKovAgVLk2BVxgwq3eIAAXeIWyGLOR58wa8D+yXToQ3/XUGd6bNQWZL6P3nz5GEPSG8iiGZMeiMCVDgOULkENCKwCcnAz+uNGHrLyZYLECt2sl4s00ivLU9ryQHvW7KUuC1n0oKvLwcaU7gE5OSsH7LLgwYNRe/rZyCfHkC5UWocGkKvMKAWb1DBCjwDmHTfSHPG9dTZP2hPeumK5ft4v7n7FUEFM6HZKsVMbGJumfCAJ1PgALvfKZGqlErAm8k5nqLlQKv/YxS4OXlSBWBr/1KT9y6E51hzxvVrYqJQ3vIi84FpSnwLoDMJrJNgAKfbWSGKFCwUik8KuwicGk2PawyEoNDcL9lK+QsEESBN8SIUCZICrwyXI1Sq5oCf/s28Pd5TzxTKhm8EMN9RxwFXvu5o8DLy5EqAr9qw3bExiVg6Y9bUKhAHtR9aA+8l5cJ4cGlUfKpIvIic1FpCryLQLOZbBGgwGcLl9u/bLp0EcmBuWHN5GjkoA5tYLpyCZawyrAEhzzYsx6SJv7MltC7PTAGoCgBCryieHVfuVoC/35Xb6z6IeV0OnFIXaeuifjsc+53d8cBR4HXftYo8PJypIrA27p8+MQ5BOTwRfFiheVFoWJpCryK8Nn0YwlQ4PU7OEwXL0gnwJsjI+B1KFL6/2If+60FixHX9BWnBE6BdwpGw1ZCgTds6p0SuBoC//N6E95tl3Zz+/rN8QgJTXZKXKzEdQQo8K5j7WhLFHhHyaWUU1XgbV0/d+EqLl29kSaSGlXKw6zxuzoo8PIGIEsrQ4ACrwxXtWr1W7sKORbOk4TdU6zxfOSx+uXA3dHjce/t9k7pIgXeKRgNWwkF3rCpd0rgagj8hHFemDjOnKb/o8db0K49zwJxSmJdWAkF3oWwHWyKAu8guAfFVBX4IyfP4cOhM3Hp6vV0o/hz7QwE5vSXF6HCpSnwCgNm9Q4RoMA7hE2zhQKmT0KuoYOk/lkDApAQHCpd3ZYo9q5XCkViqdKAh/19xXKCocDLoceyFHiOATkE1BD4ubPNGPqp/ZVxIoaZcxLQvGWSnHBYVgUCFHgVoGezSQp8NoE98rqqAi+ukTv11yV83q8jChfICy9zyt4j21Mwfx54ejrvQ6k8VOmXpsArQZV1yiVAgZdLUNny5jOnU06CP3QASU8+hXudumXYoO19S8VKSCxTVtnOAZleI6d4B9iAWxOgwLt1+lTvvBoCf+miB+pU90V8/H/h580H7Ngbi0yOFlGdFzuQlgAFXvujggIvL0eqCnz91/vg9aZ109wDLy8k15amwLuWN1vLGgEKfNY4Kf6W1Qoh36l71g8egPfhSHjExKQ2nVCjFm6s/UXxrmSnAc7AZ4cW332UAAWeY0IOATUEXvT3xHEPLP7GjPPnPFGmbDLadUjEk8WsckJhWZUIUOBVAp+NZinw2YCVzquqCnz/kV/CYknCxKHd5UWhYmkKvIrw2fRjCVDgtTE4vCP2IV/DOmk6kxwUJJ0AnxAaDkv1Woh7sbE2OvygFxR4TaXD7TpDgXe7lGmqw2oJ/IW/PbD9N09YLB6oVTsJpUpT3jU1MLLRGQp8NmCp9CoFXh54VQX+t50H0X3AJEwf9QEK5c+TJpLSJZ6EyeQpL0KFS1PgFQbM6h0iQIF3CFu2CplPn0rZe57B4xEXi4IhZVJkXexZD6uMhEoh0rJ5LT8UeC1nR/t9o8BrP0da7qEaAr9xgwldOngj8cF5dZ6ewJjxCWjTjvvftTxWHtc3Crz2s0aBl5cjVQVe7IHfuuPAYyPgIXbxSE7mN8DyhrgxS1PgnZj3xER4nTgmnQDvJa5uE3vXjx6BR0I8rl6+DatX2oOPnNi6KlVR4FXBrptGKfC6SaUqgagh8E0b+yBin/2EkVg+vysiThUGbFQeAQq8PH6uKE2Bl0dZVYH/+9I13I2+99gIypV+itfIUeDljXCDlqbAy098riED4LNjuyTt6T1JBQri5oatSHyquPzGNFYDBV5jCXGz7lDg3SxhGuuuGgJfroQf7t61ByFuMT56hofYaWx4ZKk7FPgsYVL1JQq8PPyqCry8rmujNJfQayMP7IU9AQq8/BGRr3FdeO/bI1WUVOQJ6do2209CWGUk58svvxGN1kCB12hi3KRbFHg3SZRGu6mGwKc3Ay/wiIPsRn9h0SgpdutxBCjw2h8bFHh5OVJd4HcfOI5VG7ZDzMZ3a9sMz9cIwfjZy5A3dy50eLOJvOhcUJoC7wLIbCLbBCjwaZF579+bsvw9MgL3OnaBJTQ8Q66+v/wMmExICK2M5Dxpz+jIdlLcqAAF3o2SpcGuUuA1mBQ36pIaAi/2wHdu742kdLa8r1gdj5q1kt2IILtKgdf+GKDAy8uRqgJ/9OR5tOo6FAXzByE6Jhaf9WmHpg1rYvGqLRg55Rvs3zgHvj7e8iJUuDQFXmHArN4hAkYWeHFwnNfhQymybvs5dQKppxMBiBo+Fvfe6+kQWyMUosAbIcvKxUiBV46tEWp2tcAfP+aB0cO98fs2cQJ9WsJDR1jQuduD0+2MkAAdxEiB134SKfDycqSqwA8eNx9R0TGY8nlPdO03AU1frCkJ/LkLV/FyuwFYs3AkSj79hLwIFS5NgVcYMKt3iICRBT7n8MHIOWVCGm5ir7o4DT4xNBxxjV6CpWw5h9gaoRAF3ghZVi5GCrxybLNSc0IC8NuvJpw944GSz1hRr0ESzOaslNTGO64U+ORkoEFtX5w66fHY4GfOSUDzljyNXhujI2u9oMBnjZOab1Hg5dFXVeBrv9ITfbq8jpYv1UGXj8enCvytO9EQv/t+7jCUK6Xt65Yo8PIGIEsrQ0CPAu9x/x48b95E0pPFMoTmt/oH5BwxFJbgEFjCq0j71sV969acOZWBrcNaKfA6TKoLQ6LAuxD2I03FxwMvveCLE8f/E9LyFaxYtykOPj7q9Ss7LbtS4C9e8ED1cN/Hdk/8s7Fjbyzy5stOBHxXbQIUeLUzkHn7FPjMGWX0hqoC3+mjL5A3KBfGDupqJ/DrftmJ/iO/xK51M5EzIIe8CBUuTYFXGDCrd4iAuwu8R0wMvA89WAL/4Oo2819npZnzW98sd4gJC2WdAAU+66z4ZloCFHj1RsWaVSa81znt1sNZcxPQrIV7zCI7W+C3/+aJ1avMuHEdCK+SLB1Mlzt3So4eJ/C5g4BWbyWibbtElHiG1/mqN6Ida5kC7xg3V5aiwMujrarA//L7PvT+bDpat2iA3RHHUbdmKPLkzoUvZi3FK42fw8hPOsmLzgWlKfAugMwmsk3AHQXedOkicg0dJO1bN587m27McQ0a4tayH7PNgwWyR4ACnz1efNueAAVevRExYZwXJo5Lu16+b79EfNjPPU5Td6bA/7rFE2+/Yb/0QEj82p/jpSQ9bgn9wM8s6NGL+97VG8nyWqbAy+PnitIUeHmUVRV40fXla7fhi5lLcT82LjWS/zWojkG92yIwp7+86FxQmgLvAshsItsE3FHgPa/9g0IVSqTEajLBUrqMtPw9USyBF1e4BYfA6qftFTnZTpRGC1DgNZoYN+kWBd7xRN28ASyc74VDkR4oXNiKlq8noVr1rJ+A7owZeKsV+GmtCb/8bMK9e0D1mslo0y4Rfn6Ox5Wdks4UeLEaQTB59NkVEYcni6XMrNsOsduzyxO5g6x46eUk9Btoge/jV9ZnJxy+qwIBCrwK0LPZJAU+m8AeeV11gRf9SUiw4NI/NySJL1ooP3IHBsiLyoWlKfAuhM2mskxACwLvefs2vCL3w/tgJMxHD+P23K8z7b//wnmwVAiGJbgSrL4u+rSYaa+M9wIF3ng5d2bEFHjHaIorzF6ok/ZAtTU/x6NylaxJvDP2wC9aaMaAj7zsghDL78UyfFc8zhT4F+v64tiRtAfUfbssHvUaZI2pK2JmG84lQIF3Lk8laqPAy6OqqsBv2R6BWYtW44vB3VC8WOHUSPoNnw1/fz8M6fuOvOhcUJoC7wLIbCLbBFwt8J43b8Bb7FU/FAlzZAS8Dx6AWBL/8HPtwIlMD6DLdqAsoAgBCrwiWA1TKQXesVTv3+eJZo3TnjTXqWsiho3M+vJ3uafQv9bcBzt3eNoFYTIBR8/EwhVngTpT4MeO8sLUifZbCgICgIgjsfB3n7kixwaUgUtR4LWffAq8vBypKvA9B01BstWKGaN620Wx9Y8I9Px0Kv5cMwOBubS9jJ4CL28AsrQyBFwt8AVqhMJ8+lSaYMS1bWL5e2JwCGJffQPJgYHKBMxanUqAAu9UnIarjALvWMqXLzGhT8+0B9DVrZ+M75an7Nl2xfNsmC8uXUw7a73p1zhUCFb+QDdnCvytm0DHdj7YuzvlCwl/f2D46AS80do9DvRzRb712AYFXvtZpcDLy5GqAv/S2/3xZvP6aPd6I7sobkdF47nmPbFizlCUL/20vAidVDo65j4Sk5IQFGh/FRUF3kmAWY1TCThL4E1XLsMakBPJuXJl2L/cPTrBfOokLGGVJVlPEFe4hYY7NSZW5joCFHjXsdZjSxR4x7J6/V8gvKKfdLDaw8/QERZ07ua6A9V6v++NFUvt940XKmTFnoNx4ngSxZ+MBH7KBDN+WGHGP1c9UCk0GR9/YsGzNTJfCn/ligduXgdKl7W6zXV6ioPWcQMUeO0nlwIvL0eqCnz73mPg5+uDWWP62EWxYetufPT5LPyydDyKFFL28s1VG7bj07FfpaHYqG41TBzaXdqX33/El9i644D0TqXyJTFtRC/ky5Myk0iBlzcAWVoZAo4IvOnyJekEeNuPWAbvef1f3J4xF7FvtFGmo6xVkwQo8JpMi9t0igLveKrmzDJj7EgvxD041/e5OslYtCTepdJ54W8PtG/jg5MnUmbh8+QFJk5NwIuNXDNr/TiBT++APnE/+5/7YiGWxfMhARsBCrz2xwIFXl6OVBX4r1dsxLgZS9C3ays8Xz1EkuLdB45hyrwfpKjWLRoDT8+0y7jkhWxfOuZeLG7evmv3Hz8ZNQcVyzyNQR+0xbzFP2HF2m34Ztog+Pl6471PJkn79Yf360iBd2YiWJdTCWRV4H03rIP//DmStHuKtYaPPFYfX0QPHYGYzt2d2j9Wpm0CFHht50frvaPAy8tQbCxw+qQHChW2okBBeXXJKf33eQ/pFPrSZawwp72ZTk7VGZZ9nMCntzJAVLRidTxq1sp8Fl6xDrNizRGgwGsuJWk6RIGXlyNVBV4sSe83/Ets3LbHLoo8uXNi5pi+CC5bXF50DpQ+dOws3uo+HBu+G4diTxTAa52HoFHdqujc5mWpNtHXvkNn4sivC+Dh4cEZeAcYs4jyBLIq8ELeA/ulnEFh9Q+ApWKllD3roeEQ+9fFVW7wtD/MSPneswW1CVDg1c6Ae7dPgXfv/Kndewq82hlw//Yp8NrPIQVeXo5UFXhb14U0nzhzAffux+GpogVRLawcAvzVuUJKLOsv+VQRDO7TTupe1SbdMKL/u5LEi+fYqfN4vctQ/Ll2hnRP/b93/ru/Xl4q7EsLAbsdnSAd8seHBLJKwHT2jDSb7n/sMCy5g3D3ffvtKY/WYzp/Dl57diGxUigSy5bLajN8T+cEAnzN0t899+Nds2RW5zgNF56vtwleZk9E38/6yemGg8SAH0vA5OmBXP7euB1tf3DfjytN6Pqu/fV2+fIBuyPiEGB/PBHpGpxAgdy+in0+Nzhap4UvcsTHcQKqCrzYe/7vjduY88VHjkfgxJLbdx9Gt/4TsHXFJBTMHwSr1YqK9Tpg5ug+eL5GiNTS2fOX0az9IGxeNgGFC+aFJVGZZVviG+jEZCtAf3dihnVUldUKj9On4HHgALB/Pzwj9sMjMhKIivovyHLlYDl0REdBMxRXEbBtXUoWfwfxIYFsEhA738QKtSSDjR/xffuZM4AlAShTFi458C2bqXGL1z08ACHxiUlp//4ZNcoDSxZ74PJlIPy/UseAAAAgAElEQVT/z0kdOiwZzz3nFmGxky4kIL5AVOrzuQvD0HVTIkd8HCegqsAPHjcfF6/8i4WTP3E8AieVTEpKxmudP0PtZytJe/Jtj5iBH/lJJzR8vor0nx6dgechdk5KAKvJFgHzmVMoUD3UrkxS0SdTlr2HhsO3RjXElA9BbGCebNXLl0lAEOASeo4DOQSMuIT+1EkP6bqyc2dTzu0pWNCKqbMT8FxtZb7kl5MfrZd15jVyWo+V/VOGAJfQK8PVmbVyCb08mqoKvDjZXdwFb1uOLi8UeaV/2rIL/YbPxh+rp9ldFSf2wDeuVw2dWv9PaoB74OVxZunMCYjr2BLF3vNMnqAu7ZFYrjwSxH710MpIDgpKLZHVPfCZtcHfG5MABd6YeXdW1EYU+I5tvbFxg/0dayWfseL3Xcpss3NWruTWc+cOsGiBGRH7PJEvP9C8RSJqPy/vSwsKvNyssDwFXvtjgAIvL0eqCvy2PyPx8fDZqBZWFjWrVEwTyesvPw9vb/v9TvLCTb90QoIFjdv0w2sv10X3d5rbvTT3u3X4ft1v0in0Ofx80K3/RJ5Cr0QSjFhnUhK8Tp1IubYtMgJeByPhdeQQPGLv4+q5a7DmdHxTHwXeiAPKeTFT4J3H0og1GVHgnw3zxaWLaW/NOXY2FoEpt85q9hFX1o0b5YX160y4c9sD1aono/+gBFSomPkWmqaNfSR5f/j5dlk86jVwXOIp8JodKm7TMQq89lNFgZeXI1UFvvdn0/HL7/seG4GrZuaXrt6KCbOXY+uKicgZkMOuP+JgPXEn/e+7Dkr/vWKZ4pg28gMUyJdb+jOX0MsbgEYsnXP05/D5dTO8I9KO/cSnS8ASEoa7w0ZBLIl39KHAO0qO5QQBCjzHgRwCRhT4F+v64tgRe4H39weO/xWr+b3ws6abMWKo/WRJ8RIpqwcyuoTk4gUPVA9PexDV628mYfL0BIeHEAXeYXQs+IAABV77Q4ECLy9Hqgq8vK67tnRU9D1YLInSXfUPPxR41+ZBD63lfaslfLZsQmKJkpKsp/yES9e3WQMCnBIiBd4pGA1bCQXesKl3SuBGFPjpU8wYPdxegtu+k4gxE7R/En+bVj7YtjXtgVK7IuLwZLHHz8L/usUTb7/hk2bMhFdOxtqN9ifIZ2dgUeCzQ4vvpkeAAq/9cUGBl5cj1QVenPR+/uI/+OffWyjxVBHp9PcLl68hh59vGlmWF6oypSnwynB1l1pNly/B68QxmE8eh/nYEcS2eQfxNTI+Etd08QKS8+aFNYe/YmFS4BVDa4iKKfCGSLNiQepN4K9c8cDvv3ri3j0P1KiVhPIV0kptcjIgrjnb+osJFgtQq3Yy3myTCG9vxTA7rWJHBf5eDBBe0Q8xMfZd6dU3Ef0HOv7FBQXeaak1bEUUeO2nngIvL0eqCrxYni72lEccPiVFMWZgFzRtWBO9Bk/F+Qv/YM3Xo+RF54LSFHgXQNZIE+JwOd9tm2E6dhReJ0/A69gReIhPMA890X37I3rgENV7TIFXPQVu3QEKvFunT/XO60ng/9juibZv+CDhwYpwccVZv4EW9OqTqDpnZ3XA0SX0ov1li00YPMAb9+6l9Kbqs8mYvygeefI63jsKvOPsWDKFAAVe+yOBAi8vR6oK/PK12zDtqx/Qr/tb+PaHX/D2qy9KAr/nwAl06DMGv34/OXWvubwwlStNgVeOrdZq9p89HYGf9vuvW2YzLKXLwhISKi2Bl5bCB1eC1ddP9a5T4FVPgVt3gALv1ulTvfN6EnixRFwsFX/4EYunTrjB3vasDgQ5h9iJNuLjgVMnPJA3P1CkSOYH32XWLwp8ZoT4+8wIUOAzI6T+7ynw8nKgqsC36PgpGtWthm7tmqHLx+PR9MWaksDfuhON2q/0xNLZQxBctri8CBUuTYFXGLDC1XveugXvyP1AUhLiXmycYWvipHj/+XNgqRQiXduWUKWawr1zvHoKvOPsWJKH2HEMyCOgJ4F/3Onyme0Pl0fQ2KUp8MbOvzOip8A7g6KydVDg5fFVVeCbvTMQrzR5Dh3ffMlO4M+ev4xm7Qdh09LxeKJQPnkRKlyaAq8wYCdW73njOryl69ps17YdgOnKZakFIeM3ft7mxNbUrYoCry5/d2+dM/DunkF1+68ngTfCDLy6oyVt6xR4rWXE/fpDgdd+zijw8nKkqsAPn7QIf+w5jK+nDsBn4+ZLM/ANalfGx8Nn4dCxs9j2wxSYTGlPRpUXsnNLU+Cdy1OJ2kwX/0a+xvVguvZPutVbQsMRX6s27g4brUTzqtRJgVcFu24apcDrJpWqBKIngTfCHnhVBkkGjVLgtZYR9+sPBV77OaPAy8uRqgJ/Oyoar3b6DNeu35aiKFo4v7R8/n5sHKaP+gD1aobJi84FpSnwLoAsswkPiwWFnwiC1csblorBD13dFgZL2fKA2SyzBe0Vp8BrLyfu1CMKvDtlS3t91ZPAC7pZOYVee1lw3x5R4N03d1rpOQVeK5l4fD8o8PJypKrAi67HxiVg+dpfcfTEOUTfi0XxJwuhxUu1Uap4UXmRuag0Bd5FoB80I2bTvQ9GwnwoEt4H9sPrUCSuHTyZ6cFx5tOnkFiqtGs7q2JrFHgV4eugaQq8DpKoYgh6E3gVURqyaQq8IdPu1KAp8E7FqUhlFHh5WFUT+I3b9mL/oZMwmUx4oXZlVK7knnJFgZc3ADMr7bt5I7x2/gHvB/vWPe/cSVPkxqbfkRBeJbOqDPV7Cryh0u30YCnwTkdqqAop8IZKt9ODpcA7HanhKqTAaz/lFHh5OVJF4GcvWoNp81fa9XzUgM5o3qiWvGhUKE2BVxZ6vqYvwnvnjtRGrAEBSAgW17aFITEkDAnif58pBXhq+6wEZSmlrZ0C72ri+mqPAq+vfLo6Ggq8q4nrqz0KvL7yqUY0FHg1qGevTQp89ng9+rbLBV7sb6/apBtavlQHQz58BxZLEgaNmYftuw/hj9XT4OPtJS8iF5emwGcfuPnMaXgdPQRL+eBMl7X7z5sNsWzeUikMloqVkFimbPYbNGAJCrwBk+7EkCnwToRpwKoo8AZMuhNDpsA7EaZBq6LAaz/xFHh5OXK5wJ85dxnNOwzCukWjUbxYYan3f124iqbtBmDtotEo8eC/yQvLdaUp8BmwtlohZF0sfzeL69vEvvXDkfCIjpYK3R0yAjE9+7ouWQZqiQJvoGQrECoFXgGoBqqSAm+gZCsQKgVeAagGq5ICr/2EU+Dl5cjlAh9x+DTa9hyJnetmIldADqn392PjUbVJV8yf1B/PhpWTF5GLS1Pg0wfu/+1C5BrwETxi76d5ITkoCJZKobjftgNiX3nNxRkzRnMUeGPkWakoKfBKkTVGvRR4Y+RZqSgp8EqRNU69FHjt55oCLy9Hqgn8sI86wM/PR+p9YmISBo6ei06t/4fSJZ9MjahhnSrw8tL2FV8U+PQHoO/aH5GnQ2sk580nybq0Vz00HAkhoUh68il5o5alMyVAgc8UEV/IgAAFnsNDDgEKvBx6LEuB5xiQS4ACL5eg8uUp8PIYqybwWen2n2tnIDCnf1ZeVe0dIwi815FD8BKnwB8+CK/ICCQVLoLbCxZnyFwsk/eMuoOkov99IaNakgzYMAXegEl3YsgUeCfCNGBVFHgDJt2JIVPgnQjToFVR4LWfeAq8vBy5XOATEiy4eSdlD3RmT8F8QfD09MjsNVV/rzeB94iJQY6Vy2F+IOzeEfvS8E0q8gSuHTqtKnc2njEBCjxHiBwCFHg59FiWAs8xIIcABV4OPZYVBCjw2h8HFHh5OXK5wMvrrvZK603gPaOiUKhkyuGCtkcIu1gGbwkNl65vEz9JBQpqLxnsUSoBCjwHgxwCFHg59FiWAs8xIIcABV4OPZalwLvHGKDAy8sTBV4eP7iLwIuZdLH8/V7HLplGnLtnVyQVLyEJu9i7Lvax83EvAhR498qX1npLgddaRtyrPxR498qX1npLgddaRtyvP5yB137OKPDyckSBl8dPcwLvER8Hr8MP9qw/uLrN6+RxcVKgFOm1PYeRVKKkzKhZXOsEKPBaz5C2+0eB13Z+tN47uQL/83oTpk8248QJTxQvbkWHTha0bpuk9bDZPycRoMA7CaSBq6HAaz/5FHh5OaLAy+OnKYEP6tAafmt/TDeipGJPS7Pp0YOHIbHEMzKjZnGtE6DAaz1D2u4fBV7b+dF67+QI/MULHni+hi/i4+2jXLMhHpWrJms9dPbPCQQo8E6AaPAqKPDaHwAUeHk5osDL46ctge/WEX4/LEPi0yVS9qo/tGc9OVcumZGyuDsRoMC7U7a011cKvPZy4k49kiPwy5eY0Kend5pw+/ZLxIf9LO6EgX11kAAF3kFwLJZKgAKv/cFAgZeXIwq8PH6KCLw4Cb7gX0dx7889MEfsh9fRQ4jp0Rv3W7fLsLemy5eQHJgb1oAAmVGxuLsToMC7ewbV7T8FXl3+7t46Bd7dM6hu/ynw6vLXQ+sUeO1nkQIvL0cUeHn8nCLw5rOn4bvhJ+mQOXHfuvnc2TS9utfpPUSNmSCztyxuFAIUeKNkWpk4KfDKcNVDrX+d9cDIYV7Y9acJOfytaNg4CQMGW/Dw98ZyBJ5L6PUwSuTFQIGXx4+leY2cO4wBCry8LFHg5fFzisDnWDQfufu+/19PTCZYy5RFXLC4ui1M2rtuCQ6B1S+HzN6yuFEIUOCNkmll4qTAK8NVD7U2beyDiH2edqG8/0GiJPG2R47Aizp4iJ0eRorjMVDgHWfHkikEOAOv/ZFAgZeXIwq8PH6PFXjPu3fhFbEPHnGxiGv8vwxb8TpxHP7TJyIxJAwJoZVhCa6EAoWDcD0qHsnJVpk9ZHEjEqDAGzHrzouZAu88lnqqKSoKKF/SL01I5StasWFzHL5fZsJv20wwe3rgxYbAS83jYTbriQBjcQUBCrwrKOu7DQq89vNLgZeXIwq8PH6SwIs9694H9kvL373E/0ZGwPz3OanmxPIV8e/ve7LdSsEgXwp8tqmxgI0ABZ5jQQ4BCrwcevotm5HA16ufhBlT7W29R69EDPyMB8/pd0QoExkFXhmuRqqVAq/9bFPg5eWIAi+PHxJLlYb5zOl0axHL3hMqV0XU+KnZboUCn21kLPAQAQo8h4McAhR4OfT0XfZxS+h/XGnCpYsedsHnLwBEHovVNxBG53QCFHinIzVchRR47aecAi8vRxR4efxgzZULHtHRSAirLF3bliikvZLYux4uq2YKvCx8hi9MgTf8EJAFgAIvC5+uCz/uELtKZfzS3N0uQBw7G4vAQF0jYXBOJkCBdzJQA1ZHgdd+0inw8nJEgZfHD//uOijNwjv7ocA7m6ix6qPAGyvfzo6WAu9sovqv77XmPti5w/5wu/DKyVi7MV7/wTNCpxKgwDsVpyEro8BrP+0UeHk5osDL4+eUU+jT6wIFXmZiDF6cAm/wASAzfAq8TIAGLH4w0hNdOninLqMv9hQw/ct4VK6SbEAaDFkOAQq8HHosKwhQ4LU/Dijw8nJEgZfHjwIvkx+LK0OAAq8MV6PUSoE3SqadG2dyMiCW2Pt6m1C+nCfu3k9wbgOszRAEKPCGSLOiQVLgFcXrlMop8PIwUuDl8aPAy+TH4soQoMArw9UotVLgjZJpZeKUew+8Mr1ire5CgALvLpnSbj8p8NrNja1nFHh5OaLAy+NHgZfJj8WVIUCBV4arUWqlwBsl08rESYFXhqtRaqXAGyXTysVJgVeOrbNqpsDLI0mBl8ePAi+TH4srQ4ACrwxXo9RKgTdKppWJkwKvDFej1EqBN0qmlYuTAq8cW2fVTIGXR5ICL48fBV4mPxZXhgAFXhmuRqmVAm+UTCsTJwVeGa5GqZUCb5RMKxcnBV45ts6qmQIvjyQFXh4/CrxMfiyuDAEKvDJcjVIrBd4omVYmTgq8MlyNUisF3iiZVi5OCrxybJ1VMwVeHkkKvDx+FHiZ/FhcGQIUeGW4GqVWCrxRMq1MnBR4ZbgapVYKvFEyrVycFHjl2DqrZgq8PJIUeHn8KPAy+bG4MgQo8MpwNUqtFHijZFqZOCnwynA1Sq0UeKNkWrk4KfDKsXVWzRR4eSQp8PL4UeBl8mNxZQhQ4JXhapRaKfBGybQycVLgleFqlFop8EbJtHJxUuCVY+usminw8khS4OXxo8DL5MfiyhCgwCvD1Si1UuCNkmll4qTAK8PVKLVS4I2SaeXipMArx9ZZNVPg5ZGkwMvjx9IkQAIkQAIkQAIkQAIkQAIkQAIk4BICFHiXYGYjJEACJEACJEACJEACJEACJEACJCCPAAVeHj+WJgESIAESIAESIAESIAESIAESIAGXEKDAuwRz1hq5dz8Od2Puo2C+IHh6emStEN8igUwIJCdb8e/N28iXJxBmk4m8SIAESMCpBBKTknDz1l0UzB+Ubr3RMfch3gkKzOnUdlmZfghc/fcWP/voJ50ujcRiScSNW1HIny93up9xEhIsuB0VgwL5csPDg5+tXZocNqYYAQq8YmizXvFvOw9i7IzF+PvSNanQqvkjULpEUdy6E43ar/RMU9FXE/uhenj5rDfAN3VLQIwPMU4efVYvGIlnij8BMbY++nwW7sfGSa8M+bA9WjWtq1seDCx7BDIbP2NnLMGiFRvtKg2rWArfTh+UvYb4ti4JCCkfPfU7bPptrxRfzoAceL9DS7zU4Fnpz+Lvnf4jvsTWHQekP1cqXxLTRvSSvkzkQwKCgPj75buVm2FJTIQQsRZNaqNv11YSnC3bI9Br8NQ0oCI2zYWPtxcBkgDmL12PCbOXp5IY0f9daQyJx2q1YtaiNZixYJX05zy5c2L6qN4IKV+S5EjA7QlQ4FVO4bY/I9Fj4GR0bvMymjeqJc1Q+Ph4w8/XGzdv30WdFr0we+yHKPZEgdSeFsgXJP2eDwlcvPIvxAy77Tl26rwk7FtXTEKunP7S+Hm/Ywu0afkCxFj7YPA0bFzyBYoWzk94JICMxo+YTR0zfbH0Tr/ub6XS8vHxQqH8eUiPBPD9ut8gvuQRf6eID8erNmzHqKnf4beVk5HDzxfzFv+EFWu34Ztpg6R/s977ZBKKFyuM4f06kh4J4OjJ82jVdSgWTPoE1cLK4q8LV9G03QAsnjlYkqzN2/djwKi5+H7uMDta4vMQZ1I5gLbvPoRu/Sdi6vBeeL5mCDZs2Y1PRs3B2kWjUaJYYRw4chpvvz8S30wbiOCyJTD1q5X4actObF42katcOXzcngAFXsUUim8HW747GGWeKYYxA7uk6YlN4NctGi196OFDApkR6NZ/AvLnDZI+IIvZ9+4DJuHAprnwfjBb8dLb/SWZb9Pyxcyq4u8NSODh8SPCFwJ/525Mun8/GRAPQ36EwMyFP2L1xh1Y8/UoaUb0wuVraNKmPzYtHY8nCuXDa52HoFHdqtIX1OLZuG0P+g6diSO/LqCAcTRh94Hj6NhnLDZ8NxbFnigoERGrgsQXhk0b1pQEftiEhdj+4zTSIoE0BMSXh3sjT9h9wdPsnYF47eXn0e71RtLM/PEzf2Pe+I+lsv/euIN6r/WW3i9X6ikSJQG3JkCBVzF9tiXy9WuFScvH7t2PR43K5dHxrZfg6/PfDLz4fWCuAGlZffPGzyEwp7+KvWbTWiUg/iFr33sMflk6HkUK5cPytduwcNkGrP92bGqXew6agqefLIwPu6UsUeRDAjYCj44fm8CL5dFiy45YHVT/uXBUrlSa0EhAIiCEvU2PEdKS+C5vN8WGX3dLM++2L6SrNukGsaRVSLx4xAqh17sMxZ9rZ/DfMY4hiL3J7374BU6cuYBe77ZEzP1YbNq2F19PHYhcATkkgRerxsTqRLEysUpIGWks8SwXDh5BYPLc77Fz31Es+3JIKhCx5aJIwXz45P3W0mrEoMAADPqgbervK9Rtj5mj++D5GiGESAJuTYACr2L6jp/+W5qheP3luqhZtSLuRt+TliP+r0F1DP2oPWLuxWLKvO8hlsyLQ4DE8kTxQWnZ7CGpM6oqdp9Na4iAWM3xZrfPEV6pNPr3SFnuLJav/vzrHrtvp8U/aAE5/KTxxYcEbATSGz/id2s3/Ynzl/6RZlePnDwn7UmdOLQ7GtWtRngkgNi4BPQfORv3Y+Px199XcO36bWk5a4Pa4dL+04r1Oth9WD57/jKatR+EzcsmoHDBvCRIApj73Trp7xk/Xx/p75hOrf+Hnu+2lCT98Ilz0qoNMWlx5dpNLF/zK1q3aGAnZERoXAIHj51F6+7D8Ubz+tKXzOILxa+X/4z/vVBDEvguH49HmZLF7CYsxJeK4vOP+JzNhwTcmQAFXsXs2QReLA8T+wfFs3L97xg9bTH2rJ+VZonhuQtX8XK7AVgyc7B0GBAfErARsM1U/LZySuoBUZyB5/jIKoH0xk96ZcX+wjtR0dK5HHxIYNKcFRAfoudP7C8JuziQbPzsZfhxwQiUKl4U4sPyyE86oeHzVSRYnIHnmHmYgG0P8851M6UZ9x17j6D3Z9PxUbdWkpQ9+ojPR4PHzcfBLV9xFp5DSSIgZuCXrN6Cu9H3UfaZYvjm+03SJIZYQi8mLMRn64G93k6lxRl4Dhy9EKDAq5jJqOh7qNm0h52Qi2+Yh038Goe3LkhzyIa4Zq7aS90wf1J/PBtWTsWes2ktERAnQYt9X03qP4ueHVumds22Bz7yl3nw8jJL/73RWx+j3esNuQdeSwlUuS+PGz/pdUssWdx/6JR0KBAfEnij6zC7VT/iQM3g+h3wWZ92koCJFWaN61WTZlXFwz3wHDMPExB/n2z9I0I6Q8H2iEN9/f18MW5wtzSwtu8+DHFOx/6Nc6RthnxI4GECEYdPoW3PUVgxZyjKl35a2gN/8uwFzPniI+k17oHneNETAQq8ytkU/xiJDz2TP38fN27dxcefz5KWFoo/CwGLi49H9coV4GU2YfLcH6Rl9JuXT+D+QZXzpqXmbas2Hh0XYllr1SZdpW+jW/MUei2lTFN9edz4EZ0UM6zNGtZEsaKFpA9CHXqPlWSsa9ummoqBnVGHgPiyefPv+/DdjMF4skh+/PL7fvQZMj31EDuxPFqcVC9Ooc/h5yOdGM1T6NXJlRZbXb9lNz4ePguzx/bFc9WCcfHKdTRp0w8fv/cm2r/RGItXbUGZkk9KMhYVHYOPP58tfRYSkxh8SMAm5UG5c0pbeD4bN1+6633ayA8kOP+dQj8IweVKSFtS12/ZxVPoOXR0QYACr3IaL129Li0ZE8vpxSNm1sU3z2Kv+y+/78PA0fNS7/AWS4G+GPweqlfmHfAqp00zzccnWPBCq77ScjHbSc8Pd07cvywOrrM9n/Zui7deaaCZ/rMj6hLIbPyIGVaxL9X2vNL4OQzu046zX+qmTTOt34mKkQ6S+mnLLqlPTxUtiPatGuPlF2tIfxarxsQy1t93HZT+XLFMcenDtfiQzYcExOTFl9+uwY8b/oA41DdngB+aNayFHh1aSKI+8cvl+GrJ+lRQYuvgF4O78RpUDp1UArZ/o8ThmS2aPIcPu70hndkiHrGtZ/qCVZi9aI30Z/HOnC8+RFjFUiRIAm5PgAKvkRSKpT1msyl1L7ytW2J5681bd6U/ig89vPtUIwlzo24kJSXjn+u3UCBv7tSl9G7UfXZVZQLiAM3bUdHS9YTiLm8+JPAoAfHv1I1bUSiUP0+6cMR2MYslMfV8DhIkgUcJXPnnBgoVyJtm62BcfAKu37yDnP45kDswgOBIwI6A+BIxNj4BhfIHPfbzsRhDt27fTXd8EScJuCsBCry7Zo79JgESIAESIAESIAESIAESIAESMBQBCryh0s1gSYAESIAESIAESIAESIAESIAE3JUABd5dM8d+kwAJkAAJkAAJkAAJkAAJkAAJGIoABd5Q6WawJEACJEACJEACJEACJEACJEAC7kqAAu+umWO/SYAESIAESIAESIAESIAESIAEDEWAAm+odDNYEiABEiABEiABEiABEiABEiABdyVAgXfXzLHfJEACJEACJEACJEACJEACJEAChiJAgTdUuhksCZAACZAACZAACZAACZAACZCAuxKgwLtr5thvEiABEiABEiABEiABEiABEiABQxGgwBsq3QyWBEiABEiABEiABEiABEiABEjAXQlQ4N01c+w3CZAACZAACZAACZAACZAACZCAoQhQ4A2VbgZLAiRAAiRAAiRAAiRAAiRAAiTgrgQo8O6aOfabBEiABEiABEiABEiABEiABEjAUAQo8IZKN4MlARIgARIgARIgARIgARIgARJwVwIUeHfNHPtNAiRAAiRAAiRAAiRAAiRAAiRgKAIUeEOlm8GSAAmQAAkIAhcu/4sz5y5JMDw8PRCY0x/lSj0NP19vwwE6eOwsfvz5D+yOOIbG9aqh17uvpmFw6NhZ3LgVhfJlnkah/Hnsfn/izAVc+ecGihcrLP1k5Vm+5lf8sfcwpg7vlZXX+Q4JkAAJkAAJkMADAhR4DgUSIAESIAHDEfhu5WaMmvqtXdw5/HwxbnBX1KsZpmkeM79ejSWrNmP7j9Nk9/N+bByqNumGGlUqoPazlRAUGIBmDWulqbfX4KnYsj0CjepWxcShPVJ/b0lMQqO3PsK167fxQadX0eXtplnq09SvfpC+NNi6YlKW3udLJEACJEACJEACKQQo8BwJJEACJEAChiNgE/i9G76Ej7cXLly+hk9GzsGRk+ewY/V05A4M0CyTGQtWYenqrU4R+M3b9+ODwdMyjdkm8ALK2kWjUeLBTPv6Lbvx8fBZEisKvGaHDDtGAiRAAiSgIwIUeB0lk6GQAAmQAAlkjcDDAp/Dz0cqtH33IXTrPxFfTeiH6pXL4+9L1zB+1lLsijgOXx8vaYb6o/feRJ7cOREbl4DOH32Brm2b4vI/N6SyuXMFYOQnnRBzLxYzF/6IbTsjcf1mFCqUeRptWr6AF+tUQVJSMgdzlVsAAAwJSURBVL5d+Qt+WPcbzv59BaVLFEW3ds2lmW3xLFu9FbsPHJdmxBev3IxLV2+gVdO6eKdVYxTIl1tqZ+Doubh1JxphFUtJZZo1rIlWzeqlG7hY9j5uxhLs3H8UcfEW1H8uDB+/9yby5QnErohjUl1i9txW1/B+HdNdBi8E3ppslZgElyshxWm1WtHy3cF4vkYo5n63zk7g+w6diaMnz+HS1esSr1rVgtGn8+somD9I6uejM/CZcUlIsGD2N2vw8697JKaFC+RB3Zqh6Nu1VdYSzrdIgARIgARIQCcEKPA6SSTDIAESIAESyDqB9AR+w9bd+OjzWVg8czAKF8iLeq/1RnhwaUmgb0VFY9536yQZnz32Q0TH3Ef1l7tLDQpBrRpaDoG5/PHpB23RuvtwaSb/jeb1EVy2OLbvPoz7sbFSuYlfLseSH7firVfqo1L5kpKQinZFmyHlS0q//2rJekl0WzWtB5PJE5Pnfo/ObV5G786vSdI/dvpi7Nh7BJ/2biu1X/aZYqkC/jABsby9efuBkvB2eLOJ9KsFSzcgf95ArF44Clev3cDYGUuw7c/I1LoaPl8VeYNypQEpBF48jes+K824b1o6Hucv/oMuH4/Hth8mo+6rve0EXrwfWuEZFC1cALfv3MX0BatQ5plimDf+43QFPjMu0+evwqxFq6UvH4oWyY+TZy5g4fKN2LthdtaTzjdJgARIgARIQAcEKPA6SCJDIAESIAESyB4Bm8Bv+G4cACtOnLmI4ZO+Rs6AHPhx/ghMmfcDlq/dht9WTobYGy8esWx9+KRF+H3VVHh7mSWBF5I+4P3W8PIyS++IfeJCXr8Y/B5eavBsaqf+vXFHkvE6LXpJs8bvvvWS9LvEpCTUeLkHXv1fHXzyfmtJ4Fdt2I5NSyekHqgnJPu3nZFY/+1YqUxWl9Bv3LYXfYfOwMzRffB8jRCprJD1HgMnY9Kw99Hw+SrSlwWzF63JVIRtAi/2vzd88yM0eC4cp89dRqniT2DQB21RoW77dJfQxydYcDsqGt+s2ISFy3/GoS3zJQ4Pz8DfvH03Uy7d+k+QDh5ct2gMPD09pFjEKggjHjqYvZHOt0mABEiABPRGgAKvt4wyHhIgARIggUwJpHeInVi2PqTvO3iySAG07z0GeyNPoFypp1LrErPuYkn4ijlDpXeEwD8q6uKAOSHYf6yehqDAnHb92HfwJN75YDSKFs4vfVFge46f/ltaDj5jVG9J4IV4b1zyRervhfh+MXMpjm5bmC2Bt/Vl57qZyPWgvajoe6jZtAd6dGiB7u80z7bAi1PjxQnywyZ+LfVF9FPE86jAb9y2R/pi4NRfKSf9257IX+ZJX3Y8LPBZ4SK+TBk2YaHUVv3nwlE1pIy0dF98GcCHBEiABEiABIxEgAJvpGwzVhIgARIgAYmATeC/nT5IktvCBfPBthde/P6NrsPgafKUJPfRJ6TCMxBzwOkJ/KQ5KzBv8U/Y9/OcNLPDYim9mEke2OttFHuigF21uQNzSsvt0xP471b+glFTv8u2wIul92JvesSmudJBfeKJi09A5UZd0K1dM/Ts2NIhgRcz32IlwYt1KmPUgM5SvQ8LvFjeL5bWv9L4ObzRrB6KFimALX/sx9DxC5GewGeFi2gj4vApfL/uN2nvvti3X7FMcSyd/Rk8PFJm5PmQAAmQAAmQgBEIUOCNkGXGSAIkQAIkYEcgvT3wD78waMw86eC3n74Zayfi4uA2IYy2PfCPzsCL5e+fjv1K2u9e+9ng1CrFIW3isLsmbfpJs/yPHjpnqzcrAi++IPjym7WZLnu39WXh5E9QNbSs1Jc9B06gQ58xGNH/XbRoUtshgRf1iHvf/f39EJjTP43A2744iNz8FbzMJun3tr6kJ/BiaXxmXAQ/22y7YCVWAXw+aZG0GqJ86ac5ukmABEiABEjAMAQo8IZJNQMlARIgARKwEchM4MWy9tc6D0Gd6iHSbHWAvx9OnLkgHQInDmITMpneDLxYov5y20+kJfKdWv9POlxu5/5jiDxyGuMGd5P2x4t98sM+6oDKlUpD7P/+fddBeHp6SofUZUXgDx07i7e6D5ckXMir+EJBnGb/6HM35j4avN4XTxUtiPc7tJDemzZ/pXSS/JYVE6WVB9ndAy+W0Kf3PDwD/9vOg+g+YJJ04FyV0DI4dvK81K44OT89gRf1ZcalY5+xqFMjBLWqVoS3l5eUhxXrtuHX7ydLp/PzIQESIAESIAGjEKDAGyXTjJMESIAESCCVgE3g01vqbntJXNk2YvI30r532yNm1ScN64mkpCQ8+7/30uyBF+8dO3Uen32xAOJLANvzYbdW6PjmSxCCL2aoxQyy7RGn2Itl9U3qPwuxBF+cTP/wHnhbX2174MVs9KCx87B2059SFbbl8Oml9+Cxs+gzZLq05Fw84nT7ycPel07AF8/8pesx6+usH2KXkcCLLyDEafniYL6Bo+bipy27pDZEfOJE+q07DqQKvBB6MSu/dcUk6Z3MuEyYvVzqq+0RtwOIk/Xr1wrjqCYBEiABEiABQxGgwBsq3QyWBEiABEgguwSEXIq73fPnCYT3g73kWalDLLOXyuXLDbMpZSm57RGSe/3GHfj6eqc57C4rdYt37sfG4X5svHTtW0b7wMWS838eCHyh/EEu2zMedfceoqJj8ESh/Fk+bC4jLtLvbkbBP4dv6qF8WWXF90iABEiABEhALwQo8HrJJOMgARIgARIgARIgARIgARIgARLQNQEKvK7Ty+BIgARIgARIgARIgARIgARIgAT0QoACr5dMMg4SIAESIAESIAESIAESIAESIAFdE6DA6zq9DI4ESIAESIAESIAESIAESIAESEAvBCjweskk4yABEiABEiABEiABEiABEiABEtA1AQq8rtPL4EiABEiABEiABEiABEiABEiABPRCgAKvl0wyDhIgARIgARIgARIgARIgARIgAV0ToMDrOr0MjgRIgARIgARIgARIgARIgARIQC8EKPB6ySTjIAESIAESIAESIAESIAESIAES0DUBCryu08vgSIAESIAESIAESIAESIAESIAE9EKAAq+XTDIOEiABEiABEiABEiABEiABEiABXROgwOs6vQyOBEiABEiABEiABEiABEiABEhALwQo8HrJJOMgARIgARIgARIgARIgARIgARLQNQEKvK7Ty+BIgARIgARIgARIgARIgARIgAT0QoACr5dMMg4SIAESIAESIAESIAESIAESIAFdE6DA6zq9DI4ESIAESIAESIAESIAESIAESEAvBCjweskk4yABEiABEiABEiABEiABEiABEtA1AQq8rtPL4EiABEiABEiABEiABEiABEiABPRCgAKvl0wyDhIgARIgARIgARIgARIgARIgAV0ToMDrOr0MjgRIgARIgARIgARIgARIgARIQC8EKPB6ySTjIAESIAESIAESIAESIAESIAES0DUBCryu08vgSIAESIAESIAESIAESIAESIAE9EKAAq+XTDIOEiABEiABEiABEiABEiABEiABXROgwOs6vQyOBEiABEiABEiABEiABEiABEhALwQo8HrJJOMgARIgARIgARIgARIgARIgARLQNQEKvK7Ty+BIgARIgARIgARIgARIgARIgAT0QoACr5dMMg4SIAESIAESIAESIAESIAESIAFdE6DA6zq9DI4ESIAESIAESIAESIAESIAESEAvBCjweskk4yABEiABEiABEiABEiABEiABEtA1AQq8rtPL4EiABEiABEiABEiABEiABEiABPRCgAKvl0wyDhIgARIgARIgARIgARIgARIgAV0ToMDrOr0MjgRIgARIgARIgARIgARIgARIQC8EKPB6ySTjIAESIAESIAESIAESIAESIAES0DUBCryu08vgSIAESIAESIAESIAESIAESIAE9EKAAq+XTDIOEiABEiABEiABEiABEiABEiABXROgwOs6vQyOBEiABEiABEiABEiABEiABEhALwQo8HrJJOMgARIgARIgARIgARIgARIgARLQNQEKvK7Ty+BIgARIgARIgARIgARIgARIgAT0QoACr5dMMg4SIAESIAESIAESIAESIAESIAFdE/g/Nhlx8Q0sxssAAAAASUVORK5CYII="
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "With the help of these hover points, we can see that we have trended closer to gender equality in primary school enrollment over time. Great news!"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Line Plots"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "A line plot is used to display data as a series of points connected by a line. It's generally used to visualize how a variable changes over time (also known as [time series data](https://www.investopedia.com/terms/t/timeseries.asp)), often with a time-related variable on the x-axis (minutes, days, months, years, etc.) and a numerical variable on the y-axis.\n",
    "\n",
    "For example, let's create a line plot to see how the total enrollment rate in primary school (across both sexes) changed from 1970 to 2014. We've done this below with `matplotlib`."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "source": [
    "enrollment = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, both sexes (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:, 4:])[0]\n",
    "years = np.arange(1970,2015)\n",
    "plt.plot(years, enrollment)\n",
    "plt.title('Global Primary School Enrollment Over Time')\n",
    "plt.xlabel('Year')\n",
    "plt.ylabel('Percent Enrolled in Primary School');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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nUqlU5Xxe9D2jUCiQmpqK1NRUCCFKrfd0W+qqVasWmjVrVuzx7ED4Z8/lyfmU9D34bJzq/myUlTrfb8B/A3cfPnwIIQQcHR1V/sAxNDTEmTNn8PjxY5Xj1Tn3snJ3d8fdu3efW+fevXsAADc3NwBF59W3b1/8/PPPyrGCwcHBaNGiBfz9/QEUfa1lMhlWr15d7NyeJB/Pnp+6P+flZWpqCmNjY5UyIyOjYtfrSfnTvyMePnyI33//vdg5PTnvZ8+JiuMsMCpGX18fnTp1wpEjR/DgwQOVXwZPpnE++UX0PE9+ST548KDYB2RCQgLs7OxUyh4+fFisjcTERJW2tm3bBkNDQ+zfv1/lF8eePXtefGLPYWxsjGbNmr2w3quauaPueZYWl5WVFUaNGoUff/wRM2fOxIYNGzB8+HBYW1uXKy53d3eMGzcO06ZNw7Vr1+Dv7w97e/tyDdwtydPfM89KSEiAnp4ebGxsIISAnp5eqfUAFPv+0qZnr4+6PxuaZmdnB4lEgtOnTyuT0qeVVFbRunTpgjVr1uDMmTMlzpjKyclBSEgI6tevr/zDCCgaZL1jxw6EhITA3d0d58+fx//93/8pX7exsVH2DE6cOLHE9/by8lJ5XhVm6NnZ2aFBgwbKQeHPetEEFWIPEJVi9uzZkMvleO+994rNTiqrTp06AQA2b96sUn7+/Hlcv34dnTt3VinPzMws1rO0ZcsW6OnpoV27dgCgnI769G2U3NxcbNq0qVwxVlYVeZ5TpkzB48eP8cYbbyAtLU3l9lVpMjMzi80SeuL69esA/vsF26NHD9y6dQvHjx9XO7Zn1a1bF66urtiyZYvK7LXs7Gzs3LlTOTPMzMwMLVu2xK5du1R6HRQKBTZv3oyaNWsWuyVYmaj7s6FpvXv3hhAC8fHxJfZ+BQQEqN3ms717L/LBBx/AxMQEkydPRnZ2drHXZ86cidTUVMyZM0elvGvXrnB1dcWGDRuwYcMGGBsbY9iwYcrXTU1N0bFjR0RERKBBgwYlnl9JPVqVXe/evXH16lV4e3uXeE5MgF6MPUBUojZt2mDNmjWYPHkymjRpgnHjxsHf31/5V/fOnTsBAJaWlqW2UbduXYwbNw6rV6+Gnp4eevTogXv37mHu3Llwc3PDBx98oFK/Ro0aeP/99xEbGwsfHx/88ccf+OGHH/D+++8rx1r06tULK1euxPDhwzFu3DgkJyfjyy+/fCV/ob5KFXmePj4+6N69Ow4ePIi2bduiYcOGLzzm5s2b6NatG4YOHYr27dvD2dkZqampOHDgAL7//nt06NABgYGBAIBp06Zh+/bt6NevHz7++GO0aNECubm5OHnyJHr37l3iooKl0dPTw/Lly/HWW2+hd+/eGD9+PPLz8/HFF18gLS1NOUUYAJYsWYIuXbqgY8eOmDlzJoyMjPDdd9/h6tWr2Lp1a7n/io+Kiipxan7NmjUrbLFLdX82NK1NmzYYN24cRo8ejQsXLqBdu3YwMzPDgwcPEBYWhoCAALz//vtqtflk9fhffvkF9erVg7m5OVxcXEr9YPb29samTZvw1ltvoXnz5pg+fbpyIcSffvoJBw8exMyZMzFkyBCV4/T19TFy5EisXLkSlpaWGDhwYLFb19988w3atm2L1157De+//z48PT2RmZmJ6Oho/P777xWSvL9qn3/+OUJCQhAYGIgpU6agbt26yMvLw7179/DHH39g7dq11W5x1orGBIhK9d5776F169b45ptv8NVXXyEhIQESiQQ1a9ZEYGAgjh07pvxLtjT/93//B29vb6xfvx5r1qyBlZUVunfvjiVLlhT7q8vJyQlr1qzBzJkzceXKFdja2uKTTz5RWYivU6dO+Omnn7Bs2TL06dMHrq6uePfdd+Hg4ICxY8dq5OugDRV9nkOGDMHBgwfL1PsDALVr18b06dNx/Phx7N27F48ePYKhoSHq1KmDhQsXYvr06cpByhYWFggLC8Nnn32G77//HvPnz4eNjQ2aN2+OcePGqR3r8OHDYWZmhiVLlmDIkCHQ19dHq1atEBoaqky6AKB9+/Y4fvw45s2bh6CgICgUCjRs2BD79u0rNhhYHZ988kmJ5f/73/+wcOHCcrf7LHV+Nl6FdevWoVWrVli3bh2+++47KBQKuLi4oE2bNsUGPJeFqakpfvrpJ8yfPx9du3ZFYWEh5s2b99y1gAYNGoR69eph+fLlmD9/Ph4+fAgLCwu0aNECBw4cUBkw/LTRo0djyZIlePTokXLw89P8/Pxw6dIlLFiwAHPmzEFSUhKsra1Rp06dUtus7JydnXHhwgUsWLAAX3zxBe7fvw8LCwt4eXmhe/fuak3W0FUS8XQ/MxFVS09mUN27d6/EVa2JiHQNe4CIqqn8/HxcunQJ586dw+7du7Fy5UomP0RE/2IPEFE1de/ePXh5ecHS0hLDhw/Ht99+qzKomohIlzEBIiIiIp3DafBERESkc5gAERERkc5hAkREREQ6h7PASqBQKJCQkAALC4sqsSQ6ERERFW2Ym5mZCRcXF5UNlUvCBKgECQkJys32iIiIqGqJi4t74UrYTIBKYGFhAaDoC/i8rR6IiIio8sjIyICbm5vyc/x5mACV4MltL0tLSyZAREREVUxZhq9wEDQRERHpHCZAREREpHOYABEREZHOYQJEREREOocJEBEREekcJkBERESkc5gAERERkc5hAkREREQ6hwkQERER6RwmQERERKRzmAARERGRzmECRERERDqHCRARERG9MkIIJGXk4d7jbK3Gwd3giYiIqFRCCKRkF8DUyADGhnpl2mkdAGRyBWJTchCdlIXbj7L//bfokZknQzsfe/w8poWGoy8dEyAiIiIqRgiB0JtJWPzHDUQnZQEADPUlsDA2hIWxQdFDaghLEwNlmZG+HmKSc3D7URbuJWejUC5KbFtPAhTI5K/ydIphAkREREQqriWkY/Ef1/FndLJKeaG8qDcoJbugTO2YGOrD28EM3vbm8LY3R22Hon897UwhNdDXROhlxgSIiIiIAACJ6Xn48shN7Lx0H0IARvp6GN3GExM61Ia+vgQZuYXIzJMhM6/o34y8QmQ89TyvUA43G1N4OxQlO86WxtDTK9sts1eNCRAREZGOy86XYd2pO/jh1B3kFhbdmurdwBmzuvvCzdZUWc9cWn3ShupzJkRERKQWuULgt4txWHHkFpIy8wEATT1s8L9e9dDE3UbL0WkWEyAiIiIdk1sgx8lbj/D10Vu4kZgJAHC3NcXHPXzRo75TmWd6VWVMgIiIiKo5IQSik7Jw8tYjnLz1CGfvpqBApgAAWBobYErnOhjR2kPrA5NfJSZARERE1VBmXiH+jE7GyVuPcOrWI8Sn5aq87mptgl4NnPF+e2/YmBlpKUrtYQJERERUTcSl5GD/3w8QejMJl2JSIVP8tw6PkYEeWnrZor2PPTrUdYC3vZlO3OoqDRMgIiIiLSmQKZCWWwB7c2m5k5HU7AIcuPIAeyPjcf5eqsprXnZmaO9jj/Y+9mhVqwZMjHTnFteLMAEiIiJ6xe49zsbWc7HYcfE+UrIL4GAhRVMPGzT1sEETDxv4u1g+dzxOXqEcx64nYXdEPE7eSlKuuCyRAK28aqBHgBPa+9jDo4bZqzqlKocJEBER0StQKFcg5J+H2HI2FmHRj1VeS8rMx8GriTh4NRFA0e2qBq5WyoSoibsNbM2McOZOMnZHxOPQ1URk5cuUx9dztkT/Ri7o28gFzlYmr/S8qiomQERERBoUl5KDbedjsf38fTzOKlprRyIB2vvYY3gLdwTWtsM/CRm4GJOKizGpuBSbipTsAlyIScWFmP9uaZkZ6SO74L/9s1ytTdC3kQv6N3JFXSeLV35eVR0TICIiogomkytw7EYStpyNxamoRxD/jkW2t5BiSDM3DGnuprLCcgsvW7TwsgVQNGX9XnLOfwlRTCpuJWUiu0AOS2MD9Grggv6NXNDc07bSbjNRFTABIiIiqkD5MjkGrw3H3/fTlWWv1bHD8BbueN3PEYb6es89XiKRwMvODF52ZnijaU0AQHpuIWKTc+DjZK5Ta/VoEhMgIiKiCvTbxfv4+346LKQGGN7KHcOau8PT7uUGI1uZGCKgplUFRUgAEyAiIqIKUyBT4LvQ2wCAGV19ENTGS8sRUWme3w9HREREZbbr0n3Ep+XC3kKKoS3ctR0OPYdWE6DMzExMmzYNHh4eMDExQWBgIM6fP698XQiBzz77DC4uLjAxMUGHDh1w7dq1F7a7c+dO+Pn5QSqVws/PD7t379bkaRAREaFQrsCaE9EAgPHtasHYkGN1KjOtJkDvvPMOQkJCsGnTJly5cgVdu3bF66+/jvj4eADA8uXLsXLlSnz77bc4f/48nJyc0KVLF2RmZpbaZnh4OIYMGYIRI0bg8uXLGDFiBN58802cPXv2VZ0WERHpoD0R8YhLyYWduRHeaumh7XDoBSRCCPHiahUvNzcXFhYW2Lt3L3r16qUsb9SoEXr37o0FCxbAxcUF06ZNw6xZswAA+fn5cHR0xLJlyzB+/PgS2x0yZAgyMjJw8OBBZVn37t1hY2ODrVu3lim2jIwMWFlZIT09HZaWli9xlkREpAtkcgVeX3kS95Jz8ElPX4xr563tkHSSOp/fWusBkslkkMvlMDY2Vik3MTFBWFgY7t69i8TERHTt2lX5mlQqRfv27fHXX3+V2m54eLjKMQDQrVu35x6Tn5+PjIwMlQcREVFZ/f53Au4l58DWjL0/VYXWEiALCwu0bt0aCxYsQEJCAuRyOTZv3oyzZ8/iwYMHSEwsWg7c0dFR5ThHR0flayVJTExU+5glS5bAyspK+XBzc3uJMyMiIl0iVwisPl409ued17xgJuUE66pAq2OANm3aBCEEXF1dIZVKsWrVKgwfPhz6+v8NHHt2d1whxAt3zFX3mNmzZyM9PV35iIuLK8fZEBGRLjpw5QHuPMqGtakhRrb21HY4VEZaTYC8vb1x8uRJZGVlIS4uDufOnUNhYSG8vLzg5OQEAMV6bpKSkor18DzNyclJ7WOkUiksLS1VHkRERC+iUAisPhYFABjbxgvm7P2pMirFOkBmZmZwdnZGamoqDh8+jH79+imToJCQEGW9goICnDx5EoGBgaW21bp1a5VjAODIkSPPPYaIiKg8Dl5NRFRSFiyMDTCqjae2wyE1aDVVPXz4MIQQqFu3LqKjo/Hhhx+ibt26GD16NCQSCaZNm4bFixejTp06qFOnDhYvXgxTU1MMHz5c2cbIkSPh6uqKJUuWAACmTp2Kdu3aYdmyZejXrx/27t2Lo0ePIiwsTFunSURE1ZBCIbD6eFHvz5g2XrA0NtRyRKQOrSZA6enpmD17Nu7fvw9bW1sMGjQIixYtgqFh0TfRRx99hNzcXEyYMAGpqalo2bIljhw5AgsLC2UbsbGx0NP7ryMrMDAQ27Ztw5w5czB37lx4e3tj+/btaNmy5Ss/PyIiqr6O/PMQNxIzYS41wBhueVHlaG0doMqM6wAREdHzCCHQa1UY/nmQgUkda2Nmt7raDolQRdYBIiIiqqqOXU/CPw8yYGqkj7Ft2ftTFTEBIiIiUoMQAqv+HfszsrUnbMyMtBwRlQcTICIiIjWcuPUIf99Ph4mhPt59jb0/VRUTICIiojISQuCbo0W9PyNae6CGuVTLEVF5MQEiIiIqo9NRjxEZlwapgR7efa2WtsOhl8AEiIiIqAyEEPjm31Wf32rpAXsL9v5UZVyzm4iI6AWy82VY9Md1XIxJhZGBHsa3Z+9PVccEiIiI6Dku3EvBjB2XEZOcAwCY0cUHjpbGWo6KXhYTICIiohLky+T4KiQK35+6DYUAXKyM8cXghmhT207boVEFYAJERET0jH8SMjD910jcSMwEAAxqUhPz+vpxv69qhAkQERHRv2RyBdaduoOvj95CoVyghpkRFg8MQDd/J22HRhWMCRARERGAu4+zMf3XSETEpgEAuvo5YvHAANhxrZ9qiQkQERHpLCEE0nMLse9yApb8cQO5hXJYSA3wWV9/DGziColEou0QSUOYABERUbWWVyjH/dRcxKXmIC6l6BGbkoO4lFzEpeQgM1+mrBvoXQNfDG4IV2sTLUZMrwITICIiqpY2/HkX607eQWJG3gvrOlsZY1y7WhjV2hN6euz10QVMgIiIqNqJS8nB4j+uo1AuAABmRvpwszWFu63pU/+awN3WFDVtTGFsqK/liOlVYwJERETVzheHb6JQLtCmdg2sHtYENqaGHM9DKpgAERFRtXLlfjr2XU6ARALM7lEPtmZG2g6JKiFuhkpERNWGEAJLDl4HAPRv5Ir6rlZajogqKyZARERUbZy89Qh/3U6Gkb4eZnT10XY4VIkxASIiompBrhBYevAGAGBUoAdq2phqOSKqzJgAERFRtbA7Ih43EjNhaWyAiR1razscquTKNAi6cePGZR49f+nSpZcKiIiISF15hXKsOHITADCxY21Ym3LgMz1fmRKg/v37azgMIiKi8gv+6x4epOfB1doEowI9tR0OVQFlSoDmzZun6TiIiIjKJTW7AGtCowEA07v4cFFDKpNyrwN08eJFXL9+HRKJBH5+fmjcuHFFxkVERFQm34ZGIzNPhnrOlujf2FXb4VAVoXYClJSUhKFDh+LEiROwtrYu2kk3PR0dO3bEtm3bYG9vr4k4iYiIiolLycGm8BgAwMc9fKHPfbyojNSeBTZ58mRkZGTg2rVrSElJQWpqKq5evYqMjAxMmTJFEzESERGV6MsjN1EgV6BtbTu0q2On7XCoClG7B+jQoUM4evQo6tWrpyzz8/PDmjVr0LVr1woNjoiIqDRX49OxNzIBQFHvD/f6InWo3QOkUChgaGhYrNzQ0BAKhaJCgiIiInoe1S0vXLjlBalN7QSoU6dOmDp1KhISEpRl8fHx+OCDD9C5c+cKDY6IiKgkp6Ie48/oJ1te1NV2OFQFqZ0Affvtt8jMzISnpye8vb1Ru3ZteHl5ITMzE6tXr9ZEjEREREpyhcCSP4p6f0a29oCbLbe8IPWpPQbIzc0Nly5dQkhICG7cuAEhBPz8/PD6669rIj4iIiIVe/7d8sKCW17QSyj3XmBdunTB5MmTMWXKlHInPzKZDHPmzIGXlxdMTExQq1YtfP755ypjiSQSSYmPL774otR2g4ODSzwmLy+vXHESEVHlUCBTqGx5YWPGLS+ofMq1EOLJkyfx5ZdfKhdCrFevHj788EO89tprarWzbNkyrF27Fhs3boS/vz8uXLiA0aNHw8rKClOnTgUAPHjwQOWYgwcPYuzYsRg0aNBz27a0tMTNmzdVyoyNjdWKj4iIKpc9kfFISM+Dg4UUQdzygl6C2gnQ5s2bMXr0aAwcOBBTpkyBEAJ//fUXOnfujODgYAwfPrzMbYWHh6Nfv37o1asXAMDT0xNbt27FhQsXlHWcnJxUjtm7dy86duyIWrVqPbdtiURS7FgiIqq6FAqB70/dAQCMbevFLS/opah9C2zRokVYvnw5tm/fjilTpmDq1KnYvn07li5digULFqjVVtu2bXHs2DHcunULAHD58mWEhYWhZ8+eJdZ/+PAhDhw4gLFjx76w7aysLHh4eKBmzZro3bs3IiIiSq2bn5+PjIwMlQcREVUux28kITopCxZSAwxr6a7tcKiKUzsBunPnDvr06VOsvG/fvrh7965abc2aNQvDhg2Dr68vDA0N0bhxY0ybNg3Dhg0rsf7GjRthYWGBgQMHPrddX19fBAcHY9++fdi6dSuMjY3Rpk0bREVFlVh/yZIlsLKyUj7c3NzUOg8iItK8tSdvAwDeauUBS+Pi69ERqUPtBMjNzQ3Hjh0rVn7s2DG1E4ft27dj8+bN2LJlCy5duoSNGzfiyy+/xMaNG0us/9NPP+Gtt9564VieVq1a4e2330bDhg3x2muv4ddff4WPj0+p0/Rnz56N9PR05SMuLk6t8yAiIs26cC8FF2JSYaSvh9FtPLUdDlUDao8BmjFjBqZMmYLIyEgEBgZCIpEgLCwMwcHB+Oabb9Rq68MPP8THH3+MoUOHAgACAgIQExODJUuWYNSoUSp1T58+jZs3b2L79u3qhgw9PT00b9681B4gqVQKqVSqdrtERPRqrPt37M+Axq5wtOSEFnp5aidA77//PpycnLBixQr8+uuvAIB69eph+/bt6Nevn1pt5eTkQE9PtRNKX1+/xC011q9fj6ZNm6Jhw4bqhgwhBCIjIxEQEKD2sUREpF3RSZkI+echJBJgXPvnT4AhKqtyTYMfMGAABgwY8NJv3qdPHyxatAju7u7w9/dHREQEVq5ciTFjxqjUy8jIwI4dO7BixYoS2xk5ciRcXV2xZMkSAMD8+fPRqlUr1KlTBxkZGVi1ahUiIyOxZs2al46ZiIherSczv7rUc4S3vbmWo6HqolwJEAAUFBQgKSmpWG+Nu3vZR+avXr0ac+fOxYQJE5CUlAQXFxeMHz8en376qUq9bdu2QQhR6uDo2NhYlZ6ktLQ0jBs3DomJibCyskLjxo1x6tQptGjRQo0zJCIibXuYkYfdEfEAgPHtvbUcDVUnEiGEUOeAqKgojBkzBn/99ZdKuRACEokEcrm8QgPUhoyMDFhZWSE9PR2WlpbaDoeISGct+eM61p26gxaetvj1vdbaDocqOXU+v9XuAQoKCoKBgQH2798PZ2dnSCSScgdKRERUmoy8QvxyNhYAMJ5jf6iCqZ0ARUZG4uLFi/D19dVEPERERACALWdjkZUvg4+jOTrWddB2OFTNqL0OkJ+fHx4/fqyJWIiIiAAA+TI5fgorWlx3XDtv6OnxbgNVrDIlQE9vEbFs2TJ89NFHOHHiBJKTk7mFBBERVbg9EfFIysyHs5Ux+jZ00XY4VA2V6RaYtbW1ylgfIQQ6d+6sUqc6DYImIiLtUSiEcuHDsW29YGSg9s0KohcqUwIUGhqq6TiIiIgAACHXH+LOo2xYGBtgaAtuekqaUaYEqH379pqOg4iICEII5aanI1p5wFxa7uXqiJ5L7X7FDRs2YMeOHcXKd+zYUeompkRERGVxISYVEbFpMDLQQxA3PSUNUjsBWrp0Kezs7IqVOzg4YPHixRUSFBER6aa1J4p6fwY1qQkHC256SpqjdgIUExMDLy+vYuUeHh6IjY2tkKCIiEj33HqYiWM3koo2PW3HhQ9Js9ROgBwcHPD3338XK798+TJq1KhRIUEREZHuebLpaXd/J3jZmWk5Gqru1E6Ahg4diilTpiA0NBRyuRxyuRzHjx/H1KlTMXToUE3ESERE1VxCWi72RnLTU3p11B5ev3DhQsTExKBz584wMCg6XKFQYOTIkRwDRERE5fLF4ZsolAu0rlUDjdystR0O6QC1d4N/IioqCpGRkTAxMUFAQAA8PDwqOjat4W7wRESvTkRsKgZ89xckEmDfxLYIqGml7ZCoitLobvBP1KlTB3Xq1IFMJkNeXl55myEiIh0mhMDn+/8BUDTzi8kPvSplHgP0xx9/YNOmTSplixYtgrm5OaytrdG1a1ekpqZWeIBERFR97bucgIjYNJga6eOjbnW1HQ7pkDInQF9++aXKZqd//fUXPv30U8ydOxe//vor4uLisGDBAo0ESURE1U9ugRxLD94AAEzsWBsOllz3h16dMidAV69eRWBgoPL5b7/9hi5duuB///sfBg4ciBUrVuD333/XSJBERFT9fH/qDh6k58HV2gRj2xZfX45Ik8qcAGVmZqqs8xMWFoZOnTopn/v7+yMhIaFioyMiomrpQXqucs+v2T19YWyor+WISNeUOQFycXHB9evXAQBZWVm4fPky2rRpo3w9OTkZpqamFR8hERFVO8sP3URuoRzNPW3QK8BZ2+GQDipzAvTGG29g2rRp2LRpE9599104OTmhVatWytcvXLiAunU5gI2IiJ4vIjYVuyPiIZEAn/b2h0Qi0XZIpIPKPA1+3rx5SEhIwJQpU+Dk5ITNmzdDX/+/LsutW7eiT58+GgmSiIiqB057p8qizAmQqalpsWnwTwsNDa2QgIiIqPritHeqLNTeC4yIiKg8OO2dKhMmQERE9Epw2jtVJkyAiIhI4zjtnSobJkBERKRxnPZOlY3aCdDdu3c1EQcREVVTnPZOlZHaCVDt2rXRsWNHbN68mbvAExHRc3HaO1VWaidAly9fRuPGjTFjxgw4OTlh/PjxOHfunCZiIyKiKkwIgdXHozntnSoltROg+vXrY+XKlYiPj8eGDRuQmJiItm3bwt/fHytXrsSjR480EScREVUh6TmFePfni1gZcgsAMLVzHU57p0pFIoQQL9NAfn4+vvvuO8yePRsFBQUwNDTEkCFDsGzZMjg7V82BbhkZGbCyskJ6ejosLS21HQ4RUZUSGZeGib9cQnxaLoz09TC3jx/ebunOsT+kcep8fpd7FtiFCxcwYcIEODs7Y+XKlZg5cyZu376N48ePIz4+Hv369Stv00REVAUJIbDhz7sYvPYvxKflwt3WFLsmBGJEKw8mP1TpqJ0ArVy5EgEBAQgMDERCQgJ+/vlnxMTEYOHChfDy8kKbNm2wbt06XLp06YVtyWQyzJkzB15eXjAxMUGtWrXw+eefQ6FQKOsEBQVBIpGoPJ7ehLU0O3fuhJ+fH6RSKfz8/LB79251T5WIiMooI68QE365hPm//4NCuUCP+k7YP6Ut6rty0DNVTmXeC+yJ//u//8OYMWMwevRoODk5lVjH3d0d69evf2Fby5Ytw9q1a7Fx40b4+/vjwoULGD16NKysrDB16lRlve7du2PDhg3K50ZGRs9tNzw8HEOGDMGCBQswYMAA7N69G2+++SbCwsLQsmXLMp4pERGVxdX4dEz45RJiU3JgqC/B/3rWw6hAT/b6UKWm1hggmUyGhQsXYuzYsXBzc3vpN+/duzccHR1VkqVBgwapbLwaFBSEtLQ07Nmzp8ztDhkyBBkZGTh48KCyrHv37rCxscHWrVtfeDzHABERvZgQApvPxmLB7/+gQK6Aq7UJ1rzVBI3crLUdGukojY0BMjAwwIoVKyCXy18qwCfatm2LY8eO4datolkCly9fRlhYGHr27KlS78SJE3BwcICPjw/effddJCUlPbfd8PBwdO3aVaWsW7du+OuvvyokbiIiXZeVL8PkrRGYu+cqCuQKvF7PEX9MeY3JD1UZat8C69y5M06cOIGgoKCXfvNZs2YhPT0dvr6+0NfXh1wux6JFizBs2DBlnR49emDw4MHw8PDA3bt3MXfuXHTq1AkXL16EVCotsd3ExEQ4OjqqlDk6OiIxMbHE+vn5+cjPz1c+z8jIeOlzIyKqruQKgTHB53HubgoM9CSY1d0X77zmxVteVKWonQD16NEDs2fPxtWrV9G0aVOYmZmpvN63b98yt7V9+3Zs3rwZW7Zsgb+/PyIjIzFt2jS4uLhg1KhRAIpuZz1Rv359NGvWDB4eHjhw4AAGDhxYatvP/iAKIUr94VyyZAnmz59f5riJiHTZT2F3ce5uCsyM9PHz2BZo6mGr7ZCI1KZ2AvT+++8DKJoN9iyJRKLW7bEPP/wQH3/8MYYOHQoACAgIQExMDJYsWaJMgJ7l7OwMDw8PREVFldquk5NTsd6epKSkYr1CT8yePRvTp09XPs/IyKiQMU5ERNVN1MNMfHHkJgBgbm8/Jj9UZak9DV6hUJT6UHdsUE5ODvT0VEPQ19dXmQb/rOTkZMTFxT13kcXWrVsjJCREpezIkSMIDAwssb5UKoWlpaXKg4iIVMnkCszccRkFMgU61LXHkOb8Q5GqLrV7gCpSnz59sGjRIri7u8Pf3x8RERFYuXIlxowZAwDIysrCZ599hkGDBsHZ2Rn37t3DJ598Ajs7OwwYMEDZzsiRI+Hq6oolS5YAAKZOnYp27dph2bJl6NevH/bu3YujR48iLCxMK+dJRFQdrD15G5fvp8PS2ABLBzbgmB+q0sqVAGVnZ+PkyZOIjY1FQUGBymtTpkwpczurV6/G3LlzMWHCBCQlJcHFxQXjx4/Hp59+CqCoN+jKlSv4+eefkZaWBmdnZ3Ts2BHbt2+HhYWFsp3Y2FiVnqTAwEBs27YNc+bMwdy5c+Ht7Y3t27dzDSAionL6JyED3xwrGnowv58/nKy4rxdVbWrvBRYREYGePXsiJycH2dnZsLW1xePHj2FqagoHBwfcuXNHU7G+MlwHiIjoPwUyBfp+G4YbiZno6ueIdSOasveHKiWN7gX2wQcfoE+fPkhJSYGJiQnOnDmDmJgYNG3aFF9++WW5gyYiospp9fEo3EjMhI2pIRYNCGDyQ9WC2glQZGQkZsyYAX19fejr6yM/Px9ubm5Yvnw5PvnkE03ESEREWnI5Lg3fnbgNAFjYPwD2FiWvv0ZU1aidABkaGiqzf0dHR8TGxgIArKyslP8nIqKqL69Qjhk7LkOuEOjT0AW9GpQ++5aoqlF7EHTjxo1x4cIF+Pj4oGPHjvj000/x+PFjbNq0CQEBAZqIkYiItGBlyC1EJ2XB3kKKz/v6azscogqldg/Q4sWLlWvwLFiwADVq1MD777+PpKQkfP/99xUeIBERvXrn76Xgh9NFk1qWDAiAjZmRliMiqlhq9wA1a9ZM+X97e3v88ccfFRoQERFpV06BDDN3XIYQwBtNa+J1v5JX0SeqytTuASIioupt2cEbiEnOgbOVMT7t46ftcIg0Qu0eoOTkZHz66acIDQ1FUlJSsW0rUlJSKiw4IiJ6tf6MfoyN4TEAgGWDGsDS2FDLERFphtoJ0Ntvv43bt29j7NixcHR05HoQRETVRHpuIT767W8AwFst3dHOx17LERFpjtoJUFhYGMLCwtCwYUNNxENERFoghMDcPVcRn5YLN1sTfNKznrZDItIotccA+fr6Ijc3VxOxEBGRluyJjMe+ywnQ15Pgm6GNYSbV6l7ZRBqndgL03Xff4X//+x9OnjyJ5ORkZGRkqDyIiKhqiU3Owdw91wAAUzvXQRN3Gy1HRKR5aqf41tbWSE9PR6dOnVTKhRCQSCSQy+UVFhwREWmWTK7AtO0RyMqXobmnDSZ2rK3tkIheCbUToLfeegtGRkbYsmULB0ETEVVxq45H41JsGiykBlj5ZiPo6/F3OukGtROgq1evIiIiAnXr1tVEPERE9IpcuJeCb49HAQAWDqgPN1tTLUdE9OqoPQaoWbNmiIuL00QsRET0imTkFWLqtkgoBDCwsSv6NXLVdkhEr5TaPUCTJ0/G1KlT8eGHHyIgIACGhqqLZDVo0KDCgiMiIs14esr7/H7c6JR0j0QIIdQ5QE+veKeRRCKpVoOgMzIyYGVlhfT0dFhaWmo7HCKiCrU74j4+2H4Z+noS/Dq+NZp6cNYXVQ/qfH6r3QN09+7dcgdGRETaFZfy35T3KZ3qMPkhnaV2AuTh4aGJOIiISMNkcgWmbiua8t7MwwYTO3prOyQirSlTArRv3z706NEDhoaG2Ldv33Pr9u3bt0ICIyKiirX6qSnvXw1pBAN9tefBEFUbZUqA+vfvj8TERDg4OKB///6l1qsuY4CIiKqbizEpWM0p70RKZUqAFApFif8nIqLKLy2nQDnlfQCnvBMBUHMdoMLCQnTs2BG3bt3SVDxERFSBsvNlGB18HvdTi6a8f84p70QA1EyADA0NcfXqVW5/QURUBeTL5Hhv80VExKbBysQQP45sDgtjwxcfSKQD1B4BN3LkSKxfv14TsRARUQWRKwSmbYvE6ajHMDXSx4bRzVHXyULbYRFVGmpPgy8oKMCPP/6IkJAQNGvWDGZmZiqvr1y5ssKCIyIi9Qkh8MmuKzh4NRFG+nr4fkQzNHHnej9ETyvXZqhNmjQBgGJjgXhrjIhIu4QQWHLwBrZfiIOeBFg1rBHa1rHTdlhElY7aCVBoaKgm4iAiogrwfydv4/tTdwAASwc2QPf6zlqOiKhyUisB2rFjB/bs2YPCwkK8/vrrGDdunKbiIiIiNf1yNgbLD90EAMzpVQ9vNnfTckRElVeZE6Dvv/8e7733HurUqQNjY2Ps3LkTd+/exZIlSzQZHxERlcHvlxMwZ89VAMCkjrXxzmu1tBwRUeVW5t3gAwIC0L9/fyxYsAAAEBwcjMmTJyMzM1OjAWoDd4MnotIUyhWIepiFqwnpuBafjqsJGbj1MBN1HMwxKtATPeo7w8jg1W4xceJmEt7ZeAEyhcDbrdyxoF99jskknaTO53eZEyAzMzNcuXIFtWoV/VUhl8thYmKC2NhYODk5vXzUlQgTICICgLxCOW4mZuJqQjquxmfgWkI6biRmokBW+or4duZSDG/pjrdausPR0ljjMZ6/l4IR688ir1CBvg1d8PWQRtDTY/JDukmdz+8y3wLLzc2Fubm58rm+vj6kUilycnLKHykRUSWhUAjceZyNyLg0RMalIjIuDTceZEKmKP43ooXUAP6ulqjvYoX6rlbwtjdH6M0kbD4Tg6TMfKw6FoXvQqPRI8AZo1p7oKmHTYX3yAghEPLPQ8zYcRl5hQp0rGuPFW82ZPJDVEZqDYL+8ccfVZIgmUyG4OBg2Nn9N8VyypQpZW5PJpPhs88+wy+//ILExEQ4OzsjKCgIc+bMgZ6eHgoLCzFnzhz88ccfuHPnDqysrPD6669j6dKlcHFxKbXd4OBgjB49ulh5bm4ujI01/xcZEb1auQVy/HI2BveSs2FragRbMyPYmkuV/69hbgQbUyOVW1PJWfm4fD8NkbFpiIhLw+W4NGTkyYq1bWtmhPquVvB3eZLwWMLNxrRYohFQ0wrvd/DGoauJ2PjXPVyIScXvlxPw++UE+LtYYlSgJ/o2dIGxof5Ln++f0Y/xxeGbiIxLAwA097TBd281hSF3dycqszLfAvP09HzhXzASiQR37twp85svWrQIX331FTZu3Ah/f39cuHABo0ePxsKFCzF16lSkp6fjjTfewLvvvouGDRsiNTUV06ZNg0wmw4ULF0ptNzg4GFOnTsXNmzdVyst6q463wIiqBrlCYOel+1h55BYSM/JeWN/C2AC2ZkZQCIG4lNxir0sN9NCgphUauVmjkZsNGrlbw8XKuFy9N1fj0/Fz+D3sjUxA/r+3zGxMDTGoSU30CHBGYzdrtXtrLsak4svDNxF+JxkAYGKoj6A2npjYsTbMpWqvakJU7WhkDJAm9O7dG46OjipbawwaNAimpqbYtGlTicecP38eLVq0QExMDNzd3UusExwcjGnTpiEtLa1ccTEBIqr8Tt16hMV/XMeNxKKJGK7WJujbyAWZeYVIyS5AclYBUnMKkJJd9CjhTha87c2UiU5jN2vUdbKo8F6U1OwCbL8Qh03hMYhP+y/pcrCQopu/E7rXd0ILL9vnvu+1hHSsOHILx28kAQCM9PUwvKU7JnT0hoMFe7WJntDIGCBNaNu2LdauXYtbt27Bx8cHly9fRlhYGL7++utSj0lPT4dEIoG1tfVz287KyoKHhwfkcjkaNWqEBQsWoHHjxiXWzc/PR35+vvJ5RkZGeU6HiF6B6w8ysPiP6zgd9RgAYGlsgEmdamNka89Sby8pFALpuYVI/jcZkikU8HexgpWJ5jcGtTEzwnvtvfHua7Vw7PpD7P/7AY7fSEJSZj42nYnBpjMxsDY1xOv1HNHd3wlt69gpzyM6KQtfHb2FA38/AADo60nwRpOamPJ6Hbham2g8dqLqTKs9QEIIfPLJJ1i2bBn09fUhl8uxaNEizJ49u8T6eXl5aNu2LXx9fbF58+ZS2z1z5gyio6MREBCAjIwMfPPNN/jjjz9w+fJl1KlTp1j9zz77DPPnzy9Wzh4gIs0RQqh1aykxPQ8rjtzEb5fuQwjAUF+CEa08MblTbdiYGWkw0oqXL5Pjr9vJOHw1EUf+eYiU7ALla6ZG+uhY1wFSAz3siYxX9lz1beiCaa/XQS1781JaJaIqcwts27Zt+PDDD/HFF1/A398fkZGRmDZtGlauXIlRo0ap1C0sLMTgwYMRGxuLEydOqJWYKBQKNGnSBO3atcOqVauKvV5SD5CbmxsTICINkMkVWHUsCj+G3YWRgR4cLYzhaGUMRwspHC2f+b+lMUwM9fHD6Tv4MewO8gqLxtL0auCMj7rVhUcNsxe8W+UnkytwISYVh64m4si1RCSkq45ler2eI2Z09UE9Z/4uInqRKpMAubm54eOPP8bEiROVZQsXLsTmzZtx48YNZVlhYSHefPNN3LlzB8ePH0eNGjXUfq93330X9+/fx8GDB19Yl2OAiDTjYUYeJm+NwLm7KeU6vpmHDT7pVa/a7mwuhMCV+HQcupqI5KwCDG3hhsbV9FyJNKHKjAHKycmBnp7qwD99fX0oFP8tMvYk+YmKikJoaGi5kh8hBCIjIxEQEPDSMRNR+Zy89QgfbI9ESnYBzIz0saB/fdR3tUJieh4eZuQhKTNf+f+HmflI+rdMrhDwrGGKj3v4opu/U7Ve4VgikaBBTWs0qGmt7VCIqr1yJUAKhQLR0dFISkpSSVYAoF27dmVup0+fPli0aBHc3d3h7++PiIgIrFy5EmPGjAFQtE7QG2+8gUuXLmH//v2Qy+VITEwEANja2sLIqOi+/8iRI+Hq6qrcl2z+/Plo1aoV6tSpg4yMDKxatQqRkZFYs2ZNeU6XiF6CTK7AipBb+L8TtwEA9ZwtsWZ4Y+VYFh9Hi1KPlSsE0nIKYGNqxAX+iKhCqZ0AnTlzBsOHD0dMTAyevXsmkUggl8vL3Nbq1asxd+5cTJgwAUlJSXBxccH48ePx6aefAgDu37+Pffv2AQAaNWqkcmxoaCg6dOgAAIiNjVXpSUpLS8O4ceOQmJgIKysrNG7cGKdOnUKLFi3UPV0iegkP0nMxZWsEzt9LBQC83codc3r5lXkxQH09CWqYSzUZIhHpKLXHADVq1Ag+Pj6YP38+nJ2di3VHW1lZVWiA2sAxQEQvL/RGEqb/GonUnEKYSw2wdFAAejcofQV3IqKXpdExQFFRUfjtt99Qu3btcgdIRNVXoVyBLw/fxLpTRavC13e1xJrhTarFjC0iqj7UToBatmyJ6OhoJkBEVExCWi4mbbmES7FpAICgQE/M7ukLqcHL739FRFSR1E6AJk+ejBkzZiAxMREBAQEwNFRdSbVBgwYVFhwRVR0P0nMxeG044tNyYWFsgC/eaIDu9Z21HRYRUYnUHgP07LR1oGjw85NVXdUZBF1ZcQwQkXpSswvw5rpwRCVlwcvODD+PaQE3W1Nth0VEOkajY4Du3r1b7sCIqPrJypchKPg8opKy4GRpjE1jW6CmDZMfIqrc1E6APDw8NBEHEVVB+TI53tt0EZfj0mBtasjkh4iqjDIlQPv27UOPHj1gaGioXJenNH379q2QwIiocpMrBD7YHomw6McwNdJH8OgWqPOcRQ2JiCqTMo0B0tPTQ2JiIhwcHEocA6RsjGOAiHSCEAKzd13BtvNxMNLXw4bRzdGmtp22wyIiHVfhY4Ce3u7i2a0viEj3LDt0E9vOx0FPAqwa1ojJDxFVOaV35xARlWDdydtYe7JoX68lAwM41Z2IqiQmQERUZtvPx2LJwRsAgI97+GJIc3ctR0REVD5MgIioTA5dfYDZu64AAMa3r4X32ntrOSIiovJjAkRELxQW9RhTtkZCIYChzd3wcXdfbYdERPRS1F4HiIh0R1xKDr46egt7IuKhEECP+k5YNCAAEolE26EREb2UMiVAGRkZZW6Q08aJqr5Hmfn49ngUtpyLRaG8aKWMvg1d8MXgBtDXY/JDRFVfmRIga2vrMv/FVx3WASLSVem5hfj+1G38FHYPuYVFP8tta9thZre6aORmrd3giIgqUJkSoNDQUOX/7927h48//hhBQUFo3bo1ACA8PBwbN27EkiVLNBMlEWlUboEcwX/dw9qTt5GeWwgAaOhmjY+61eUaP0RULam9G3znzp3xzjvvYNiwYSrlW7Zswffff48TJ05UZHxawZWgSVcUyBTYfiEOq49FISkzHwBQx8EcM7rWRTd/R471IaIqRZ3Pb7UTIFNTU1y+fBl16tRRKb916xYaNWqEnJwc9SOuZJgAkS54kJ6Lt344izuPswEANW1M8MHrPujf2JXjfIioSlLn81vtafBubm5Yu3ZtsfJ169bBzc1N3eaISAsK5QpM2hKBO4+zYWduhPl9/XFsRnsMalqTyQ8R6QS1p8F/9dVXGDRoEA4fPoxWrVoBAM6cOYPbt29j586dFR4gEVW8Lw/fxMWYVFgYG2DX+23gXsNU2yEREb1SavcA9ezZE7du3ULfvn2RkpKC5ORk9OvXD7du3ULPnj01ESMRVaCj/zzEulN3AABfvNGQyQ8R6aRyLYTo5uaGxYsXV3QsRKRhcSk5mLHjMgBgdBtPdK/vpOWIiIi0o1xbYZw+fRpvv/02AgMDER8fDwDYtGkTwsLCKjQ4Iqo4BTIFJm2NQHpuIRq6WWN2j3raDomISGvUToB27tyJbt26wcTEBJcuXUJ+ftHU2czMTPYKEVViSw5ex+W4NFiZGGLN8MYwMuBWgESku9T+Dbhw4UKsXbsWP/zwAwwNDZXlgYGBuHTpUoUGR0QV4+CVB9jw5z0AwMo3G6KmDcf9EJFuUzsBunnzJtq1a1es3NLSEmlpaRURExFVoJjkbHz0298AgPHtaqFzPUctR0REpH1qJ0DOzs6Ijo4uVh4WFoZatWpVSFBEVDHyCuWY8MslZObL0MzDBjO71dV2SERElYLaCdD48eMxdepUnD17FhKJBAkJCfjll18wc+ZMTJgwQRMxElE5Ldj/D64lZMDWzAirhzeGoT7H/RARAeWYBv/RRx8hPT0dHTt2RF5eHtq1awepVIqZM2di0qRJmoiRiMphb2Q8fjkbC4mkaNyPs5WJtkMiIqo01N4L7ImcnBz8888/UCgU8PPzg7m5eUXHpjXcC4yqutuPstB3dRiyC+SY1LE2b30RkU5Q5/O7XAshAkWbojZr1qy8hxORhuQWyDHxl0vILpCjVS1bTHu9zosPIiLSMWVKgAYOHFjmBnft2lXuYIjo5RTIFJi89RJuJGbCzlyKVUMbw4DjfoiIiinTb0YrK6syP9Qhk8kwZ84ceHl5wcTEBLVq1cLnn38OhUKhrCOEwGeffQYXFxeYmJigQ4cOuHbt2gvb3rlzJ/z8/CCVSuHn54fdu3erFRtRVVMoL0p+jl5PgtRAD2uGN4aDpbG2wyIiqpTK1AO0YcMGjbz5smXLsHbtWmzcuBH+/v64cOECRo8eDSsrK0ydOhUAsHz5cqxcuRLBwcHw8fHBwoUL0aVLF9y8eRMWFhYlthseHo4hQ4ZgwYIFGDBgAHbv3o0333wTYWFhaNmypUbOhUibZHIFPtgeicPXHsJIXw/fj2yGlrVqaDssIqJKq9yDoCtC79694ejoiPXr1yvLBg0aBFNTU2zatAlCCLi4uGDatGmYNWsWACA/Px+Ojo5YtmwZxo8fX2K7Q4YMQUZGBg4ePKgs6969O2xsbLB169YXxsVB0FSVyBUCH+64jF0R8TDUl2Dt20252CER6aQKHwTduHFjSCSSMr25OtthtG3bFmvXrsWtW7fg4+ODy5cvIywsDF9//TUA4O7du0hMTETXrl2Vx0ilUrRv3x5//fVXqQlQeHg4PvjgA5Wybt26Kdt9Vn5+vnJPM6DoC0hUFSgUArN3/Y1dEfHQ15Ng9bAmTH6IiMqgTAlQ//79NfLms2bNQnp6Onx9faGvrw+5XI5FixZh2LBhAIDExEQAgKOj6i90R0dHxMTElNpuYmJiicc8ae9ZS5Yswfz581/mVIheOSEE5u69il8v3IeeBPhmaCN0r++k7bCIiKqEMiVA8+bN08ibb9++HZs3b8aWLVvg7++PyMhITJs2DS4uLhg1apSy3rO9T0KIF/ZIqXPM7NmzMX36dOXzjIwMuLm5qXs6RK+MEALzf//nqYUOG6F3Axdth0VEVGWUex2gixcv4vr165BIJPDz80Pjxo3VbuPDDz/Exx9/jKFDhwIAAgICEBMTgyVLlmDUqFFwcir6azYxMRHOzs7K45KSkor18DzNycmpWG/P846RSqWQSqVqx0+kDUIILDl4A8F/3QMALBvUAP0bu2o3KCKiKkbtBUKSkpLQqVMnNG/eHFOmTMGkSZPQtGlTdO7cGY8ePVKrrZycHOjpqYagr6+vnAbv5eUFJycnhISEKF8vKCjAyZMnERgYWGq7rVu3VjkGAI4cOfLcY4iqihVHbuH7U3cAAIsHBODNZuytJCJSl9oJ0OTJk5GRkYFr164hJSUFqampuHr1KjIyMjBlyhS12urTpw8WLVqEAwcO4N69e9i9ezdWrlyJAQMGACi6jTVt2jQsXrwYu3fvxtWrVxEUFARTU1MMHz5c2c7IkSMxe/Zs5fOpU6fiyJEjWLZsGW7cuIFly5bh6NGjmDZtmrqnS1SprDoWhW9DowEA8/v6Y3hLdy1HRERURQk1WVpainPnzhUrP3v2rLCyslKrrYyMDDF16lTh7u4ujI2NRa1atcT//vc/kZ+fr6yjUCjEvHnzhJOTk5BKpaJdu3biypUrKu20b99ejBo1SqVsx44dom7dusLQ0FD4+vqKnTt3ljmu9PR0AUCkp6erdT5EmnIzMUN8tOOy8Ji1X3jM2i9+OHVb2yEREVU66nx+q70OkIWFBU6fPo1GjRqplEdERKB9+/bVYgo51wGiyqBQrsCRaw/xc/g9nL2boiz/sFtdTOxYW4uRERFVThrdDLVTp06YOnUqtm7dCheXolkn8fHx+OCDD9C5c+fyRUxESonpedh6LhZbz8UiKbNofSp9PQm61HPEqEBPtPbmCs9ERC9L7QTo22+/Rb9+/eDp6Qk3NzdIJBLExsYiICAAmzdv1kSMRNWeEAJn7qRg05l7OHztIeSKoo5ZO3Mphrdww7CW7nC2MtFylERE1YfaCZCbmxsuXbqEkJAQ3LhxA0II+Pn54fXXX9dEfETVWmZeIXZHxGNTeAyikrKU5S08bfF2aw9093eCkQF3cyciqmhqJUAymQzGxsaIjIxEly5d0KVLF03FRVStXUtIx+YzsdgbGY+cAjkAwNRIH/0bu2JEKw/Uc+bYMyIiTVIrATIwMICHhwfkcrmm4iGqtvIK5Th49QE2hcfgUmyasry2gznebumOgU1rwtLYUHsBEhHpELVvgc2ZMwezZ8/G5s2bYWtrq4mYiKqV2OQc/HIuBr+ej0NqTiEAwEBPgm71nfB2Sw+0qmVb5s2GiYioYqidAK1atQrR0dFwcXGBh4cHzMzMVF5XZzd4ouos9GYSgv+8h1NRj/BksQkXK2MMa+GOIc3d4GBprN0AiYh0mNoJkKZ2hieqLrLzZZi79yp2XYpXlrXzscfbLd3RydcBBvoc1ExEpG1qL4SoC7gQIpXXjcQMTPzlEm4/yoaeBBgV6IlRrT3haWf24oOJiOilaHQhxCcKCgqQlJSk3Lj0CXd37k1EukcIge3n4zBv3zXkyxRwtJRi1dDGaFmLixYSEVVGaidAt27dwtixY/HXX3+plAshIJFIOEOMdE5Wvgyf7LqCfZcTAADtfeyx8s2GqGEu1XJkRERUGrUToNGjR8PAwAD79++Hs7MzZ6+QTruWkI5JWyJw93E29PUkmNm1Lsa3qwU9Pf5cEBFVZmonQJGRkbh48SJ8fX01EQ9RlSCEwOazsViw/x8UyBRwtjLG6mGN0cyTS0MQEVUFaidAfn5+ePz4sSZiIaoSMvIKMXvnFRy48gAA0NnXAV8ObggbMyMtR0ZERGWldgK0bNkyfPTRR1i8eDECAgJgaKi6ci1nTVF1dvtRFkZvOI/YlBwY6EnwcQ9fjG3rxVvBRERVjNrT4PX0itYwefYXfnUaBM1p8FSSjLxC9Pv2T9x9nA1XaxN8O7wxGrvbaDssIiL6l0anwYeGhpY7MKKqSqEQmL49EncfZ8PFyhh7J7WBHWd5ERFVWWonQO3bt9dEHESV2urj0Th6PQlGBnpYO6Ipkx8ioiquzGvyL1++HLm5ucrnp06dQn5+vvJ5ZmYmJkyYULHREVUCx288xNfHbgEAFvavjwY1rbUbEBERvbQyJ0CzZ89GZmam8nnv3r0RH//fXkc5OTlYt25dxUZHpGV3H2dj6rZICAG83codbzZz03ZIRERUAcqcAD07VppbiFF1l50vw/hNF5CZJ0NTDxt82ttf2yEREVEF4bbURCUQQuCjnX/j1sMs2FtI8d1bTWBkwB8XIqLqgr/RiUrw/ak7OPD3AxjoSfB/bzWBo6WxtkMiIqIKpNYssB9//BHm5uYAAJlMhuDgYNjZ2QGAyvggoqosLOoxlh26AQCY18eP21sQEVVDZV4I0dPTs0yr3d69e/elg9I2LoSou+JSctD32zCk5hTijaY18cUbDbjKMxFRFaGRhRDv3bv3snERVWp5hXK8t/kiUnMKEeBqhYX96zP5ISKqpjgGiAhFg54/2X0F1xIyYGtmhLUjmsLYUF/bYRERkYYwASICsPlsLHZdioe+ngTfDm8MV2sTbYdEREQaxASIdF56TiGW/zvo+ePuvgj0ttNyREREpGlMgEjn/Rh2B5l5MtRxMMeYtl7aDoeIiF4BJkCk01KyC/BTWNHMxeldfKCvx0HPRES6QO0ESF9fH0lJScXKk5OToa/PQaNUtaw7eRvZBXL4u1iim7+TtsMhIqJXRO0EqLRlg/Lz82FkZPTSARG9KkkZedgYfg8AMKOrD/TY+0NEpDPKvA7QqlWrAAASiURlRWgAkMvlOHXqFHx9fdV6c09PT8TExBQrnzBhAtasWVPqGizLly/Hhx9+WOJrwcHBGD16dLHy3NxcGBtzOwNt+O3iffxyNgaGenowk+rDTGoAc6kBzP59mD9VZmViiNbeNSA10Hxv4ncnbiOvUIHG7tboWNdB4+9HRESVR5kToK+++gpAUQ/Q2rVrVW53GRkZwdPTE2vXrlXrzc+fPw+5XK58fvXqVXTp0gWDBw8GADx48ECl/sGDBzF27FgMGjToue1aWlri5s2bKmVMfrTj1/Nx+Gjn32odM6yFO5YMDNBQREXi03Kx5WwsAGBm17pc8JCISMeUOQF6ssVFx44dsWvXLtjY2Lz0m9vb26s8X7p0Kby9vdG+fXsAgJOT6piMvXv3omPHjqhVq9Zz25VIJMWOpVfvjysP8PGuouTn7VbuaF3LDtn5MmTly4r+LSj6Nztfjqx8GbLyZAi/k4zt52Mxpo0n6jhaaCy2b49Ho0CuQEsvWwR619DY+xARUeWk1maoABAaGqqJOFBQUIDNmzdj+vTpJf41/vDhQxw4cAAbN258YVtZWVnw8PCAXC5Ho0aNsGDBAjRu3LjU+vn5+cjPz1c+z8jIKN9JkNLJW48wdVsEFAIY0swNC/qVbVuJ8Zsu4PC1h1h++CZ+GNlMI7HFJGdjx4U4AMAM9v4QEekktRMguVyO4OBgHDt2DElJSVAoFCqvHz9+vFyB7NmzB2lpaQgKCirx9Y0bN8LCwgIDBw58bju+vr4IDg5GQEAAMjIy8M0336BNmza4fPky6tSpU+IxS5Yswfz588sVNxV3/l4Kxm+6gEK5QK8Gzlg8MKDMScaH3XwR8s9DhPzzEBfupWhkJ/ZvjkVBphBo52OPFl7c6Z2ISBeVeTf4JyZNmoTg4GD06tULzs7OxT7YnowVUle3bt1gZGSE33//vcTXfX190aVLF6xevVqtdhUKBZo0aYJ27dopB3I/q6QeIDc3N+4GXw5X49Mx7PszyMyXoUNde3w/ohmMDNSbbDh719/Yei4OzTxssOO91hXaQxOdlImuX52CQgB7J7ZBQzfrCmubiIi0SyO7wT+xbds2/Prrr+jZs2e5A3xWTEwMjh49il27dpX4+unTp3Hz5k1s375d7bb19PTQvHlzREVFlVpHKpVCKpWq3Tapuv0oC6N+OofMfBlaeNri/95qqnbyAwBTO/tgd0Q8LsSk4uj1JHTxc6ywGL86GgWFALr4OTL5ISLSYWp/OhkZGaF27doVGsSGDRvg4OCAXr16lfj6+vXr0bRpUzRs2FDttoUQiIyMhLOz88uGSc8Rn5aLET+eRXJ2Aeq7WuLHoGYwMSrfVHYnK2OMaVO0JcXyQzcgkytecETZXH+QgQN/F80snN7Fp0LaJCKiqkntBGjGjBn45ptvSl0QUV0KhQIbNmzAqFGjYGBQvEMqIyMDO3bswDvvvFPi8SNHjsTs2bOVz+fPn4/Dhw/jzp07iIyMxNixYxEZGYn33nuvQuKl4h5l5uPtH88iIT0P3vZm2Di6BSyNDV+qzfHtvWFtaoiopCzsuhRfIXGuDLkFAOjdwBn1nHlrk4hIl6l9CywsLAyhoaE4ePAg/P39YWio+kFX2m2s0hw9ehSxsbEYM2ZMia9v27YNQggMGzasxNdjY2Ohp/dfHpeWloZx48YhMTERVlZWaNy4MU6dOoUWLVqoFReVTXpOIUb+dA53H2fD1doEm99piRrmL3870crEEJM61sbCA9exMuQW+jZygbFh+RdHvByXhpB/HkJPAkx7nb0/RES6Tu1B0CWtsvy0DRs2vFRAlYE6g6h0WXa+DCPWn8Wl2DTYmUvx23ut4WlnVmHt5xXK0XnFScSn5eLjHr54r713udsa+dM5nLr1CAObuGLlm40qLEYiIqo8NDoIujokOPTyhBCYtOUSLsWmwcrEEJvfaVGhyQ8AGBvqY3oXH8zYcRnfhUZjaHM3WJuqv9/c+XspOHXrEQz0JJjaueSlEIiISLeoP0UHgEwmw9GjR7Fu3TpkZmYCABISEpCVlVWhwVHldeLmI4TefASpgR6CRzeHr5Nmesr6N3aFr5MFMvJk+L8Tt9U+XgiBLw8XbYsyuJkbPGpUbJJGRERVk9oJUExMDAICAtCvXz9MnDgRjx49AlC0QenMmTMrPECqfIQQWBFSlFQEBXqisfvLb4tSGn09CWZ1L9pkd8Nf95CQlqvW8X/dTsbZuykw0tfD5E4VO3uRiIiqLrUToKlTp6JZs2ZITU2FiYmJsnzAgAE4duxYhQZHldPhaw9xNT4DZkb6GP8S43LKqkNde7T0skWBTIGv/p3JVRb/JGRg/u/XAADDW7rDxdrkBUcQEZGuUDsBCgsLw5w5c2BkpDoWw8PDA/HxFTNdmSovuUJg5b+9P2PaesHWTP0xOeqSSCT4uEdRL9DOS/dxMzHzufXj03Ix/ddI9Fp9GrceZsHS2AATOmo+USMioqpD7QRIoVBALpcXK79//z4sLDS3ezdVDvv/TlAmFe+8VuuVvW9jdxv0qO8EhQC+OHyjxDrpOYVY/Md1dPzyBHZdiocQRWv+7J/8GhwsjF9ZrEREVPmpnQB16dIFX3/9tfK5RCJBVlYW5s2bV6HbY1DlI5Mr8M3Roi1F3n2tFqxMXm6xQ3XN7FYX+noSHL2ehHN3U5TleYVyfH/qNtp9EYrvT91BgUyBVrVssXdiG3w7vAnca5i+0jiJiKjyU3sa/FdffYWOHTvCz88PeXl5GD58OKKiomBnZ4etW7dqIkaqJHZHxOPO42zYmBpidFuvV/7+3vbmGNLcDVvOxmLpwevY8V4g9kbGY8WRW4j/d3B0XUcLfNzDFx3q2lfoJqpERFS9qL0QIgDk5uZi27ZtuHjxonK39bfeektlUHRVxoUQiyuQKdBpxQncT83FJz19Ma6ddsbUJGXkof0XJ5BbKIebrQniUooSHydLY0zv6oNBTWpCX4+JDxGRLlLn87tcCVB1xwSouM1nYjBnz1XYW0hx6sOO5d7otCJ8efgmvg2NBgBYSA3wfkdvjGnj9VJbZRARUdWn0ZWglyxZAkdHx2J7d/3000949OgRZs2apW6TVMnlFcrx7fGihGNiB2+tJj8A8F4HbySk5cLeQorx7b1fyUw0IiKqXtQeBL1u3Tr4+voWK/f398fatWsrJCiqXLacjUViRh5crIwxrKW7tsOBudQAK4c0wuye9Zj8EBFRuaidACUmJsLZ2blYub29PR48eFAhQVHlkVMgw3cninp/JneuA6kBbzMREVHVp3YC5Obmhj///LNY+Z9//gkXF5cKCYoqj41/xeBxVgHcbU3xRtOa2g6HiIioQqg9Buidd97BtGnTUFhYiE6dOgEAjh07ho8++ggzZsyo8ABJezLzCrHuVNEGpFM714Ghfrn2ziUiIqp01E6APvroI6SkpGDChAkoKCgAABgbG2PWrFmYPXt2hQdI2vNT2D2k5RTC294M/Ru7ajscIiKiCqNWAiSXyxEWFoZZs2Zh7ty5uH79OkxMTFCnTh1IpVJNxUhakJZTgB9P3wEAfNDFh2vrEBFRtaJWAqSvr49u3brh+vXr8PLyQvPmzTUVF2nZD6fvIDNfBl8nC/SsX3zQOxERUVWm9qCOgIAA3LlzRxOxUCXxOCsfG/68BwCY3sUHeuz9ISKiakbtBGjRokWYOXMm9u/fjwcPHiAjI0PlQVXf2hO3kVMgR4OaVuji56jtcIiIiCqc2oOgu3fvDgDo27evymaTQghIJBLI5fKKi45euTuPsrDpTAyAot4fbihKRETVkdoJUGhoqCbioEogOSsfo4PPI1+mQKtatmjvY6/tkIiIiDRC7QSoffv2moiDtCyvUI53f76AmOQcuNmaYPWwJuz9ISKiaqtcK9udPn0ab7/9NgIDAxEfHw8A2LRpE8LCwio0OHo1FAqB6b9G4lJsGiyNDbAhqAXsLbisARERVV9qJ0A7d+5Et27dYGJigkuXLiE/Px8AkJmZicWLF1d4gKR5yw7dwB9XEmGoL8H3I5uhtoO5tkMiIiLSKLUToIULF2Lt2rX44YcfYGhoqCwPDAzEpUuXKjQ40rxNZ2Kw7lTRsgZfvNEQrWrV0HJEREREmqd2AnTz5k20a9euWLmlpSXS0tIqIiZ6RUJvJGHe3qsAgBldfLjdBRER6Qy1EyBnZ2dER0cXKw8LC0OtWrUqJCjSvKvx6Zi45RIUAhjctCYmdaqt7ZCIiIheGbUToPHjx2Pq1Kk4e/YsJBIJEhIS8Msvv2DmzJmYMGGCJmKkCpaQlosxweeRUyBH29p2WDwwgDO+iIhIp5RrN/j09HR07NgReXl5aNeuHaRSKWbOnIlJkyZpIkaqQBl5hRi94TySMvNR19EC373dBIb65ZoMSEREVGVJhBCiPAfm5OTgn3/+gUKhgJ+fH8zNq8/MoYyMDFhZWSE9PR2WlpbaDqfCFMoVGBN8HqejHsPBQordE9vA1dpE22ERERFVCHU+v8v8p39OTg4mTpwIV1dXODg44J133oGnpydatGhRrZKf6koIgTm7r+J01GOYGunjp6DmTH6IiEhnlTkBmjdvHoKDg9GrVy8MHToUISEheP/99zUZG1WgfZcTsP1CHPQkwLfDG6O+q5W2QyIiItKaMidAu3btwvr16/H9999j1apVOHDgAPbs2fNSm596enpCIpEUe0ycOBEAEBQUVOy1Vq1avbDdnTt3ws/PD1KpFH5+fti9e3e5Y6wu/rjyAADwXntvdPLlDu9ERKTbypwAxcXF4bXXXlM+b9GiBQwMDJCQkFDuNz9//jwePHigfISEhAAABg8erKzTvXt3lTp//PHHc9sMDw/HkCFDMGLECFy+fBkjRozAm2++ibNnz5Y7zqpOJlfgr+hkAED3+k5ajoaIiEj7yjwLTC6Xw8jISPVgAwPIZLJyv7m9vepu40uXLoW3t7fKhqtSqRROTmX/0P7666/RpUsXzJ49GwAwe/ZsnDx5El9//TW2bt1a7lirssv305CZL4O1qSH8XXjri4iIqMwJkBACQUFBkEr/2yQzLy8P7733HszMzJRlu3btKlcgBQUF2Lx5M6ZPn66yJs2JEyfg4OAAa2trtG/fHosWLYKDg0Op7YSHh+ODDz5QKevWrRu+/vrrUo/Jz89X7mkGFI0ir05O3XoMAGhT2w76elzvh4iIqMwJ0KhRo4qVvf322xUWyJ49e5CWloagoCBlWY8ePTB48GB4eHjg7t27mDt3Ljp16oSLFy+qJGJPS0xMhKOj6hgXR0dHJCYmlvreS5Yswfz58yvkPCqjsOiiBKhdHTstR0JERFQ5lDkB2rBhgybjwPr169GjRw+4uLgoy4YMGaL8f/369dGsWTN4eHjgwIEDGDhwYKltPbuqsRDiuSsdz549G9OnT1c+z8jIgJubW3lOo9JJzy1EZFwaAKBtHfvnVyYiItIRaq8ErQkxMTE4evToC2+fOTs7w8PDA1FRUaXWcXJyKtbbk5SUVKxX6GlSqbTUHqWqLvx2MuQKgVr2Zlz3h4iI6F+VYg+EDRs2wMHBAb169XpuveTkZMTFxcHZ2bnUOq1bt1bOJnviyJEjCAwMrJBYq5rTUY8AAO3Y+0NERKSk9QRIoVBgw4YNGDVqFAwM/uuQysrKwsyZMxEeHo579+7hxIkT6NOnD+zs7DBgwABlvZEjRypnfAHA1KlTceTIESxbtgw3btzAsmXLcPToUUybNu1Vnlal8WT8z2sc/0NERKSk9QTo6NGjiI2NxZgxY1TK9fX1ceXKFfTr1w8+Pj4YNWoUfHx8EB4eDgsLC2W92NhYPHjwQPk8MDAQ27Ztw4YNG9CgQQMEBwdj+/btaNmy5Ss7p8oiJjkbMck5MNCToGWtGtoOh4iIqNIo92ao1Vl12Qx185kYzNlzFS28bPHr+NbaDoeIiEijNLIZKlU9/43/4e0vIiKipzEBqqZkcgX+ul20/cVrHABNRESkgglQNXX5fjoy82SwMjHkzu9ERETPYAJUTT25/dWW218QEREVwwSomgqL4vR3IiKi0jABqoYy8goRodz+ggkQERHRs5gAVUPK7S/szFDTxlTb4RAREVU6TICqoSfjf3j7i4iIqGRMgKqh/8b/cPo7ERFRSZgAVTOxyTm49+/2F628uf0FERFRSZgAVTOno4tufzVxt4G51OAFtYmIiHQTE6Bq5vQtTn8nIiJ6ESZA1UjR9hf/JkA+HP9DRERUGiZA1cjf8enI+Hf7iwBuf0FERFQqJkDVyJPbX21q1+D2F0RERM/BBKga+W/9H97+IiIieh4mQNVE5tPbX9TmAGgiIqLnYQJUTTzZ/sLLzgxuttz+goiI6HmYAFUTp7n7OxERUZkxAaomwqK5/QUREVFZMQGqBuJScnD3cTb09SRoVctW2+EQERFVekyAqoEnt7+auFvDwthQy9EQERFVfkyAqgFOfyciIlIPE6AqTq4Q+DOaA6CJiIjUwQSoivv7fhoy8mSwNDZAg5rW2g6HiIioSmACVMU9Gf/TprYdt78gIiIqIyZAVVhmXiG2n48DwPE/RERE6mACVIUtOXgD8Wm5cLM1Qf/GLtoOh4iIqMpgAlRFhUU9xpazsQCA5YMawtTIQMsRERERVR1MgKqgrHwZZu38GwAwsrUHWnvX0HJEREREVQsToCpoyR/XEZ+Wi5o2JpjV3Vfb4RAREVU5TICqmD+jH+MX5a2vBjCT8tYXERGRupgAVSFZ+TJ89FvRra+3W7kjsDYXPiQiIioPrSZAnp6ekEgkxR4TJ05EYWEhZs2ahYCAAJiZmcHFxQUjR45EQkLCc9sMDg4usc28vLxXdFaas+zfWV81bUwwu0c9bYdDRERUZWn1/sn58+chl8uVz69evYouXbpg8ODByMnJwaVLlzB37lw0bNgQqampmDZtGvr27YsLFy48t11LS0vcvHlTpczY2Fgj5/Cq/BX9GJvOxADgrS8iIqKXpdVPUXt71cX7li5dCm9vb7Rv3x4SiQQhISEqr69evRotWrRAbGws3N3dS21XIpHAyclJIzFrQ3a+DB/9O+vrrZa89UVERPSyKs0YoIKCAmzevBljxoyBRFLylg7p6emQSCSwtrZ+bltZWVnw8PBAzZo10bt3b0RERGgg4ldn2aEbuJ+aC1drE8zuyVtfREREL6vSJEB79uxBWloagoKCSnw9Ly8PH3/8MYYPHw5LS8tS2/H19UVwcDD27duHrVu3wtjYGG3atEFUVFSpx+Tn5yMjI0PlUVmE307Gz+FFt76WDWoAc976IiIiemkSIYTQdhAA0K1bNxgZGeH3338v9lphYSEGDx6M2NhYnDhx4rkJ0LMUCgWaNGmCdu3aYdWqVSXW+eyzzzB//vxi5enp6Wq9V0XLzpeh+zenEJeSi+Et3bF4QIDWYiEiIqrsMjIyYGVlVabP70rRnRATE4OjR49i165dxV4rLCzEm2++ibt37+L48eNqJyR6enpo3rz5c3uAZs+ejenTpyufZ2RkwM3NTa33KYsH6bkYsu4M6jiYo7ajOWrbm6OOowVqO5iX2LOz/NANxKX8e+urBxc8JCIiqiiVIgHasGEDHBwc0KtXL5XyJ8lPVFQUQkNDUaOG+ls+CCEQGRmJgIDSe0+kUimkUqnabasr6mEWYlNyEJuSg2M3klRec7EyRm1Hi6LkyMEc+hIJNv5762vpoABYGBtqPD4iIiJdofUESKFQYMOGDRg1ahQMDP4LRyaT4Y033sClS5ewf/9+yOVyJCYmAgBsbW1hZGQEABg5ciRcXV2xZMkSAMD8+fPRqlUr1KlTBxkZGVi1ahUiIyOxZs2aV39yz2jiYYOt77ZCdFImopKyEJ2UhaikLDzKzEdCeh4S0vNw6tYjlWOGtXDDa3XsS2mRiIiIykPrCdDRo0cRGxuLMWPGqJTfv38f+/btAwA0atRI5bXQ0FB06NABABAbGws9vf/GcqelpWHcuHFITEyElZUVGjdujFOnTqFFixYaPY+yMJcaoLV3jWKbl6blFCD6qYQoKikL0Q8zYW9pjE8464uIiKjCVZpB0JWJOoOoiIiIqHJQ5/O70kyDJyIiInpVmAARERGRzmECRERERDqHCRARERHpHCZAREREpHOYABEREZHOYQJEREREOocJEBEREekcJkBERESkc5gAERERkc5hAkREREQ6hwkQERER6RwmQERERKRzmAARERGRzjHQdgCVkRACAJCRkaHlSIiIiKisnnxuP/kcfx4mQCXIzMwEALi5uWk5EiIiIlJXZmYmrKysnltHIsqSJukYhUKBhIQEWFhYQCKRVGjbGRkZcHNzQ1xcHCwtLSu0bSo/XpfKi9emcuJ1qbx0+doIIZCZmQkXFxfo6T1/lA97gEqgp6eHmjVravQ9LC0tde4bsyrgdam8eG0qJ16XyktXr82Len6e4CBoIiIi0jlMgIiIiEjnMAF6xaRSKebNmwepVKrtUOgpvC6VF69N5cTrUnnx2pQNB0ETERGRzmEPEBEREekcJkBERESkc5gAERERkc5hAkREREQ6hwlQOZw6dQp9+vSBi4sLJBIJ9uzZo/L6w4cPERQUBBcXF5iamqJ79+6IiopSvn7v3j1IJJISHzt27FDWS01NxYgRI2BlZQUrKyuMGDECaWlpr+gsq56XvS4AkJiYiBEjRsDJyQlmZmZo0qQJfvvtN5U6vC7qq4hrc/v2bQwYMAD29vawtLTEm2++iYcPH6rU4bVRz5IlS9C8eXNYWFjAwcEB/fv3x82bN1XqCCHw2WefwcXFBSYmJujQoQOuXbumUic/Px+TJ0+GnZ0dzMzM0LdvX9y/f1+lDq9N2VXUdfn+++/RoUMHWFpaQiKRlPj11uXrwgSoHLKzs9GwYUN8++23xV4TQqB///64c+cO9u7di4iICHh4eOD1119HdnY2gKI9xh48eKDymD9/PszMzNCjRw9lW8OHD0dkZCQOHTqEQ4cOITIyEiNGjHhl51nVvOx1AYARI0bg5s2b2LdvH65cuYKBAwdiyJAhiIiIUNbhdVHfy16b7OxsdO3aFRKJBMePH8eff/6JgoIC9OnTBwqFQtkWr416Tp48iYkTJ+LMmTMICQmBTCZD165dVX4mli9fjpUrV+Lbb7/F+fPn4eTkhC5duij3TASAadOmYffu3di2bRvCwsKQlZWF3r17Qy6XK+vw2pRdRV2XnJwcdO/eHZ988kmp76XT10XQSwEgdu/erXx+8+ZNAUBcvXpVWSaTyYStra344YcfSm2nUaNGYsyYMcrn//zzjwAgzpw5oywLDw8XAMSNGzcq9iSqofJeFzMzM/Hzzz+rtGVrayt+/PFHIQSvS0Uoz7U5fPiw0NPTE+np6co6KSkpAoAICQkRQvDaVISkpCQBQJw8eVIIIYRCoRBOTk5i6dKlyjp5eXnCyspKrF27VgghRFpamjA0NBTbtm1T1omPjxd6enri0KFDQghem5dVnuvytNDQUAFApKamqpTr+nVhD1AFy8/PBwAYGxsry/T19WFkZISwsLASj7l48SIiIyMxduxYZVl4eDisrKzQsmVLZVmrVq1gZWWFv/76S0PRV19lvS5t27bF9u3bkZKSAoVCgW3btiE/Px8dOnQAwOuiCWW5Nvn5+ZBIJCoLuxkbG0NPT09Zh9fm5aWnpwMAbG1tAQB3795FYmIiunbtqqwjlUrRvn175df04sWLKCwsVKnj4uKC+vXrK+vw2ryc8lyXstD168IEqIL5+vrCw8MDs2fPRmpqKgoKCrB06VIkJibiwYMHJR6zfv161KtXD4GBgcqyxMREODg4FKvr4OCAxMREjcVfXZX1umzfvh0ymQw1atSAVCrF+PHjsXv3bnh7ewPgddGEslybVq1awczMDLNmzUJOTg6ys7Px4YcfQqFQKOvw2rwcIQSmT5+Otm3bon79+gCg/Lo5Ojqq1HV0dFS+lpiYCCMjI9jY2Dy3Dq9N+ZT3upSFrl8XJkAVzNDQEDt37sStW7dga2sLU1NTnDhxAj169IC+vn6x+rm5udiyZYtK788TEomkWJkQosRyer6yXpc5c+YgNTUVR48exYULFzB9+nQMHjwYV65cUdbhdalYZbk29vb22LFjB37//XeYm5vDysoK6enpaNKkicr147Upv0mTJuHvv//G1q1bi7327NevLF/TZ+vw2pRPRV+XF7VR3naqIgNtB1AdNW3aFJGRkUhPT0dBQQHs7e3RsmVLNGvWrFjd3377DTk5ORg5cqRKuZOTU7EZLgDw6NGjYlk/lc2Lrsvt27fx7bff4urVq/D39wcANGzYEKdPn8aaNWuwdu1aXhcNKcvPTNeuXXH79m08fvwYBgYGsLa2hpOTE7y8vADwZ+ZlTJ48Gfv27cOpU6dQs2ZNZbmTkxOAop4CZ2dnZXlSUpLya+rk5ISCggKkpqaq9AIlJSUpe7V5bcrnZa5LWej6dWEPkAZZWVnB3t4eUVFRuHDhAvr161eszvr169G3b1/Y29urlLdu3Rrp6ek4d+6csuzs2bNIT09XuVVG6ivtuuTk5AAA9PRUfyz09fWVM414XTSrLD8zdnZ2sLa2xvHjx5GUlIS+ffsC4LUpDyEEJk2ahF27duH48ePKZPIJLy8vODk5ISQkRFlWUFCAkydPKr+mTZs2haGhoUqdBw8e4OrVq8o6vDbqqYjrUhY6f120M/a6asvMzBQREREiIiJCABArV64UERERIiYmRgghxK+//ipCQ0PF7du3xZ49e4SHh4cYOHBgsXaioqKERCIRBw8eLPF9unfvLho0aCDCw8NFeHi4CAgIEL1799bouVVlL3tdCgoKRO3atcVrr70mzp49K6Kjo8WXX34pJBKJOHDggLIer4v6KuJn5qeffhLh4eEiOjpabNq0Sdja2orp06er1OG1Uc/7778vrKysxIkTJ8SDBw+Uj5ycHGWdpUuXCisrK7Fr1y5x5coVMWzYMOHs7CwyMjKUdd577z1Rs2ZNcfToUXHp0iXRqVMn0bBhQyGTyZR1eG3KrqKuy4MHD0RERIT44YcfBABx6tQpERERIZKTk5V1dPm6MAEqhydTCp99jBo1SgghxDfffCNq1qwpDA0Nhbu7u5gzZ47Iz88v1s7s2bNFzZo1hVwuL/F9kpOTxVtvvSUsLCyEhYWFeOutt4pNY6T/VMR1uXXrlhg4cKBwcHAQpqamokGDBsWmxfO6qK8irs2sWbOEo6OjMDQ0FHXq1BErVqwQCoVCpQ6vjXpKuiYAxIYNG5R1FAqFmDdvnnBychJSqVS0a9dOXLlyRaWd3NxcMWnSJGFraytMTExE7969RWxsrEodXpuyq6jrMm/evBe2o8vXRSKEEJrtYyIiIiKqXDgGiIiIiHQOEyAiIiLSOUyAiIiISOcwASIiIiKdwwSIiIiIdA4TICIiItI5TICIiIhI5zABIiIiIp3DBIiIqiwhBF5//XV069at2GvfffcdrKysEBsbq4XIiKiyYwJERFWWRCLBhg0bcPbsWaxbt05ZfvfuXcyaNQvffPMN3N3dK/Q9CwsLK7Q9ItIOJkBEVKW5ubnhm2++wcyZM3H37l0IITB27Fh07twZLVq0QM+ePWFubg5HR0eMGDECjx8/Vh576NAhtG3bFtbW1qhRowZ69+6N27dvK1+/d+8eJBIJfv31V3To0AHGxsbYvHmzNk6TiCoY9wIjomqhf//+SEtLw6BBg7BgwQKcP38ezZo1w7vvvouRI0ciNzcXs2bNgkwmw/HjxwEAO3fuhEQiQUBAALKzs/Hpp5/i3r17iIyMhJ6eHu7duwcvLy94enpixYoVaNy4MaRSKVxcXLR8tkT0spgAEVG1kJSUhPr16yM5ORm//fYbIiIicPbsWRw+fFhZ5/79+3Bzc8PNmzfh4+NTrI1Hjx7BwcEBV65cQf369ZUJ0Ndff42pU6e+ytMhIg3jLTAiqhYcHBwwbtw41KtXDwMGDMDFixcRGhoKc3Nz5cPX1xcAlLe5bt++jeHDh6NWrVqwtLSEl5cXABQbON2sWbNXezJEpHEG2g6AiKiiGBgYwMCg6NeaQqFAnz59sGzZsmL1nJ2dAQB9+vSBm5sbfvjhB7i4uEChUKB+/fooKChQqW9mZqb54InolWICRETVUpMmTbBz5054enoqk6KnJScn4/r161i3bh1ee+01AEBYWNirDpOItIS3wIioWpo4cSJSUlIwbNgwnDt3Dnfu3MGRI0cwZswYyOVy2NjYoEaNGvj+++8RHR2N48ePY/r06doOm4heESZARFQtubi44M8//4RcLke3bt1Qv359TJ06FVZWVtDT04Oenh62bduGixcvon79+vjggw/wxRdfaDtsInpFOAuMiIiIdA57gIiIiEjnMAEiIiIincMEiIiIiHQOEyAiIiLSOUyAiIiISOcwASIiIiKdwwSIiIiIdA4TICIiItI5TICIiIhI5zABIiIiIp3DBIiIiIh0DhMgIiIi0jn/DxVaZCXH+I8IAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "We can also do this with `seaborn`."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "source": [
    "enrollment = np.array(wb_df[(wb_df['Indicator Name'] == 'Adjusted net enrolment rate, primary, both sexes (%)')  \n",
    "     & (wb_df['Country Name'] == 'World')].iloc[:, 4:])[0]\n",
    "years = np.arange(1970,2015)\n",
    "sns.lineplot(x = years, y = enrollment)\n",
    "plt.title('Global Primary School Enrollment Over Time')\n",
    "plt.xlabel('Year')\n",
    "plt.ylabel('Percent Enrolled in Primary School');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "It appears that more people are being enrolled in primary school over time, great news!"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Histograms, Box Plots and Violin Plots"
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "Histograms, box plots and violin plots are all ways to visualize the distribution of a single quantitative variable. They help you understand the spread of values in the data. To help explain these, we will import in another dataset on education from the World Bank. We have obtained this dataset from [Data 100's Course Notes Visualization I](https://ds100.org/fa23-course-notes/visualization_1/visualization_1.html).\n"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "source": [
    "wb_df_2 = pd.read_csv('data/world_bank.csv').drop(columns={'Unnamed: 0'})\n",
    "wb_df_2"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Continent</th>\n",
       "      <th>Country</th>\n",
       "      <th>Primary completion rate: Male: % of relevant age group: 2015</th>\n",
       "      <th>Primary completion rate: Female: % of relevant age group: 2015</th>\n",
       "      <th>Lower secondary completion rate: Male: % of relevant age group: 2015</th>\n",
       "      <th>Lower secondary completion rate: Female: % of relevant age group: 2015</th>\n",
       "      <th>Youth literacy rate: Male: % of ages 15-24: 2005-14</th>\n",
       "      <th>Youth literacy rate: Female: % of ages 15-24: 2005-14</th>\n",
       "      <th>Adult literacy rate: Male: % ages 15 and older: 2005-14</th>\n",
       "      <th>Adult literacy rate: Female: % ages 15 and older: 2005-14</th>\n",
       "      <th>...</th>\n",
       "      <th>Access to improved sanitation facilities: % of population: 1990</th>\n",
       "      <th>Access to improved sanitation facilities: % of population: 2015</th>\n",
       "      <th>Child immunization rate: Measles: % of children ages 12-23 months: 2015</th>\n",
       "      <th>Child immunization rate: DTP3: % of children ages 12-23 months: 2015</th>\n",
       "      <th>Children with acute respiratory infection taken to health provider: % of children under age 5 with ARI: 2009-2016</th>\n",
       "      <th>Children with diarrhea who received oral rehydration and continuous feeding: % of children under age 5 with diarrhea: 2009-2016</th>\n",
       "      <th>Children sleeping under treated bed nets: % of children under age 5: 2009-2016</th>\n",
       "      <th>Children with fever receiving antimalarial drugs: % of children under age 5 with fever: 2009-2016</th>\n",
       "      <th>Tuberculosis: Treatment success rate: % of new cases: 2014</th>\n",
       "      <th>Tuberculosis: Cases detection rate: % of new estimated cases: 2015</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Africa</td>\n",
       "      <td>Algeria</td>\n",
       "      <td>106.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>...</td>\n",
       "      <td>80.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>88.0</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Africa</td>\n",
       "      <td>Angola</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>79.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>...</td>\n",
       "      <td>22.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>25.9</td>\n",
       "      <td>28.3</td>\n",
       "      <td>34.0</td>\n",
       "      <td>64.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Africa</td>\n",
       "      <td>Benin</td>\n",
       "      <td>83.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>...</td>\n",
       "      <td>7.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>75.0</td>\n",
       "      <td>79.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>72.7</td>\n",
       "      <td>25.9</td>\n",
       "      <td>89.0</td>\n",
       "      <td>61.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Africa</td>\n",
       "      <td>Botswana</td>\n",
       "      <td>98.0</td>\n",
       "      <td>101.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>...</td>\n",
       "      <td>39.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>97.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>77.0</td>\n",
       "      <td>62.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Africa</td>\n",
       "      <td>Burundi</td>\n",
       "      <td>58.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>...</td>\n",
       "      <td>42.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>93.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>53.8</td>\n",
       "      <td>25.4</td>\n",
       "      <td>91.0</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>S. America</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>87.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>92.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>...</td>\n",
       "      <td>76.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>7.4</td>\n",
       "      <td>7.4</td>\n",
       "      <td>69.0</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>S. America</td>\n",
       "      <td>Paraguay</td>\n",
       "      <td>89.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>...</td>\n",
       "      <td>52.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>93.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>71.0</td>\n",
       "      <td>87.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>S. America</td>\n",
       "      <td>Peru</td>\n",
       "      <td>99.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>97.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>...</td>\n",
       "      <td>53.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>S. America</td>\n",
       "      <td>Suriname</td>\n",
       "      <td>90.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>79.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>43.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>S. America</td>\n",
       "      <td>Uruguay</td>\n",
       "      <td>103.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>...</td>\n",
       "      <td>92.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>75.0</td>\n",
       "      <td>87.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>166 rows × 47 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Continent   Country  \\\n",
       "0        Africa   Algeria   \n",
       "1        Africa    Angola   \n",
       "2        Africa     Benin   \n",
       "3        Africa  Botswana   \n",
       "4        Africa   Burundi   \n",
       "..          ...       ...   \n",
       "161  S. America    Guyana   \n",
       "162  S. America  Paraguay   \n",
       "163  S. America      Peru   \n",
       "164  S. America  Suriname   \n",
       "165  S. America   Uruguay   \n",
       "\n",
       "     Primary completion rate: Male: % of relevant age group: 2015  \\\n",
       "0                                                106.0              \n",
       "1                                                  NaN              \n",
       "2                                                 83.0              \n",
       "3                                                 98.0              \n",
       "4                                                 58.0              \n",
       "..                                                 ...              \n",
       "161                                               87.0              \n",
       "162                                               89.0              \n",
       "163                                               99.0              \n",
       "164                                               90.0              \n",
       "165                                              103.0              \n",
       "\n",
       "     Primary completion rate: Female: % of relevant age group: 2015  \\\n",
       "0                                                105.0                \n",
       "1                                                  NaN                \n",
       "2                                                 73.0                \n",
       "3                                                101.0                \n",
       "4                                                 66.0                \n",
       "..                                                 ...                \n",
       "161                                               81.0                \n",
       "162                                               90.0                \n",
       "163                                              100.0                \n",
       "164                                               99.0                \n",
       "165                                              104.0                \n",
       "\n",
       "     Lower secondary completion rate: Male: % of relevant age group: 2015  \\\n",
       "0                                                 68.0                      \n",
       "1                                                  NaN                      \n",
       "2                                                 50.0                      \n",
       "3                                                 86.0                      \n",
       "4                                                 35.0                      \n",
       "..                                                 ...                      \n",
       "161                                                NaN                      \n",
       "162                                               71.0                      \n",
       "163                                               84.0                      \n",
       "164                                               36.0                      \n",
       "165                                               54.0                      \n",
       "\n",
       "     Lower secondary completion rate: Female: % of relevant age group: 2015  \\\n",
       "0                                                 85.0                        \n",
       "1                                                  NaN                        \n",
       "2                                                 37.0                        \n",
       "3                                                 87.0                        \n",
       "4                                                 30.0                        \n",
       "..                                                 ...                        \n",
       "161                                                NaN                        \n",
       "162                                               77.0                        \n",
       "163                                               87.0                        \n",
       "164                                               65.0                        \n",
       "165                                               68.0                        \n",
       "\n",
       "     Youth literacy rate: Male: % of ages 15-24: 2005-14  \\\n",
       "0                                                 96.0     \n",
       "1                                                 79.0     \n",
       "2                                                 55.0     \n",
       "3                                                 96.0     \n",
       "4                                                 90.0     \n",
       "..                                                 ...     \n",
       "161                                               92.0     \n",
       "162                                               99.0     \n",
       "163                                               99.0     \n",
       "164                                               98.0     \n",
       "165                                               98.0     \n",
       "\n",
       "     Youth literacy rate: Female: % of ages 15-24: 2005-14  \\\n",
       "0                                                 92.0       \n",
       "1                                                 67.0       \n",
       "2                                                 31.0       \n",
       "3                                                 99.0       \n",
       "4                                                 88.0       \n",
       "..                                                 ...       \n",
       "161                                               94.0       \n",
       "162                                               98.0       \n",
       "163                                               99.0       \n",
       "164                                               99.0       \n",
       "165                                               99.0       \n",
       "\n",
       "     Adult literacy rate: Male: % ages 15 and older: 2005-14  \\\n",
       "0                                                 83.0         \n",
       "1                                                 82.0         \n",
       "2                                                 41.0         \n",
       "3                                                 87.0         \n",
       "4                                                 89.0         \n",
       "..                                                 ...         \n",
       "161                                               82.0         \n",
       "162                                               96.0         \n",
       "163                                               97.0         \n",
       "164                                               95.0         \n",
       "165                                               98.0         \n",
       "\n",
       "     Adult literacy rate: Female: % ages 15 and older: 2005-14  ...  \\\n",
       "0                                                 68.0          ...   \n",
       "1                                                 60.0          ...   \n",
       "2                                                 18.0          ...   \n",
       "3                                                 89.0          ...   \n",
       "4                                                 85.0          ...   \n",
       "..                                                 ...          ...   \n",
       "161                                               87.0          ...   \n",
       "162                                               94.0          ...   \n",
       "163                                               90.0          ...   \n",
       "164                                               94.0          ...   \n",
       "165                                               99.0          ...   \n",
       "\n",
       "     Access to improved sanitation facilities: % of population: 1990  \\\n",
       "0                                                 80.0                 \n",
       "1                                                 22.0                 \n",
       "2                                                  7.0                 \n",
       "3                                                 39.0                 \n",
       "4                                                 42.0                 \n",
       "..                                                 ...                 \n",
       "161                                               76.0                 \n",
       "162                                               52.0                 \n",
       "163                                               53.0                 \n",
       "164                                                NaN                 \n",
       "165                                               92.0                 \n",
       "\n",
       "     Access to improved sanitation facilities: % of population: 2015  \\\n",
       "0                                                 88.0                 \n",
       "1                                                 52.0                 \n",
       "2                                                 20.0                 \n",
       "3                                                 63.0                 \n",
       "4                                                 48.0                 \n",
       "..                                                 ...                 \n",
       "161                                               84.0                 \n",
       "162                                               89.0                 \n",
       "163                                               76.0                 \n",
       "164                                               79.0                 \n",
       "165                                               96.0                 \n",
       "\n",
       "     Child immunization rate: Measles: % of children ages 12-23 months: 2015  \\\n",
       "0                                                 95.0                         \n",
       "1                                                 55.0                         \n",
       "2                                                 75.0                         \n",
       "3                                                 97.0                         \n",
       "4                                                 93.0                         \n",
       "..                                                 ...                         \n",
       "161                                               99.0                         \n",
       "162                                               83.0                         \n",
       "163                                               92.0                         \n",
       "164                                               94.0                         \n",
       "165                                               96.0                         \n",
       "\n",
       "     Child immunization rate: DTP3: % of children ages 12-23 months: 2015  \\\n",
       "0                                                 95.0                      \n",
       "1                                                 64.0                      \n",
       "2                                                 79.0                      \n",
       "3                                                 95.0                      \n",
       "4                                                 94.0                      \n",
       "..                                                 ...                      \n",
       "161                                               95.0                      \n",
       "162                                               93.0                      \n",
       "163                                               90.0                      \n",
       "164                                               89.0                      \n",
       "165                                               95.0                      \n",
       "\n",
       "     Children with acute respiratory infection taken to health provider: % of children under age 5 with ARI: 2009-2016  \\\n",
       "0                                                 66.0                                                                   \n",
       "1                                                  NaN                                                                   \n",
       "2                                                 23.0                                                                   \n",
       "3                                                  NaN                                                                   \n",
       "4                                                 55.0                                                                   \n",
       "..                                                 ...                                                                   \n",
       "161                                               84.0                                                                   \n",
       "162                                                NaN                                                                   \n",
       "163                                               60.0                                                                   \n",
       "164                                               76.0                                                                   \n",
       "165                                                NaN                                                                   \n",
       "\n",
       "     Children with diarrhea who received oral rehydration and continuous feeding: % of children under age 5 with diarrhea: 2009-2016  \\\n",
       "0                                                 42.0                                                                                 \n",
       "1                                                  NaN                                                                                 \n",
       "2                                                 33.0                                                                                 \n",
       "3                                                  NaN                                                                                 \n",
       "4                                                 43.0                                                                                 \n",
       "..                                                 ...                                                                                 \n",
       "161                                               29.0                                                                                 \n",
       "162                                                NaN                                                                                 \n",
       "163                                               57.0                                                                                 \n",
       "164                                               61.0                                                                                 \n",
       "165                                                NaN                                                                                 \n",
       "\n",
       "     Children sleeping under treated bed nets: % of children under age 5: 2009-2016  \\\n",
       "0                                                  NaN                                \n",
       "1                                                 25.9                                \n",
       "2                                                 72.7                                \n",
       "3                                                  NaN                                \n",
       "4                                                 53.8                                \n",
       "..                                                 ...                                \n",
       "161                                                7.4                                \n",
       "162                                                NaN                                \n",
       "163                                                NaN                                \n",
       "164                                               43.4                                \n",
       "165                                                NaN                                \n",
       "\n",
       "     Children with fever receiving antimalarial drugs: % of children under age 5 with fever: 2009-2016  \\\n",
       "0                                                  NaN                                                   \n",
       "1                                                 28.3                                                   \n",
       "2                                                 25.9                                                   \n",
       "3                                                  NaN                                                   \n",
       "4                                                 25.4                                                   \n",
       "..                                                 ...                                                   \n",
       "161                                                7.4                                                   \n",
       "162                                                NaN                                                   \n",
       "163                                                NaN                                                   \n",
       "164                                                0.0                                                   \n",
       "165                                                NaN                                                   \n",
       "\n",
       "     Tuberculosis: Treatment success rate: % of new cases: 2014  \\\n",
       "0                                                 88.0            \n",
       "1                                                 34.0            \n",
       "2                                                 89.0            \n",
       "3                                                 77.0            \n",
       "4                                                 91.0            \n",
       "..                                                 ...            \n",
       "161                                               69.0            \n",
       "162                                               71.0            \n",
       "163                                               87.0            \n",
       "164                                               77.0            \n",
       "165                                               75.0            \n",
       "\n",
       "     Tuberculosis: Cases detection rate: % of new estimated cases: 2015  \n",
       "0                                                 80.0                   \n",
       "1                                                 64.0                   \n",
       "2                                                 61.0                   \n",
       "3                                                 62.0                   \n",
       "4                                                 51.0                   \n",
       "..                                                 ...                   \n",
       "161                                               80.0                   \n",
       "162                                               87.0                   \n",
       "163                                               80.0                   \n",
       "164                                               80.0                   \n",
       "165                                               87.0                   \n",
       "\n",
       "[166 rows x 47 columns]"
      ]
     },
     "metadata": {},
     "execution_count": 15
    }
   ],
   "metadata": {
    "tags": []
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Histograms\n",
    "\n",
    "Histograms look quite similar to bar charts, but have a few differences. Histograms follow the *area principle* and have two defining properties:\n",
    "\n",
    "1. As the values on the horizontal axis are numerical and therefore have fixed positions on the number line, the bins are drawn to scale and are contiguous (though some might be empty).\n",
    "1. The area of each bar is proportional to the number of entries (or percent of data values) in the corresponding bin. The histogram is said to be drawn on a *density scale*.\n",
    "\n",
    "For example, let us visualize the percent of females who completed their primary education across various countries in 2015 using a histogram."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "source": [
    "plt.hist(wb_df_2['Primary completion rate: Female: % of relevant age group: 2015'],\n",
    "         density=True, edgecolor=\"white\"); \n",
    "# If you don't specify density = True, it'll plot the counts on the y-axis instead\n",
    "plt.title('Percent of Females who Completed their Primary Education across Various Countries in 2015')\n",
    "plt.xlabel('Percent Completing Primary School')\n",
    "plt.ylabel('Density');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Box Plots and Violin Plots\n",
    "\n",
    "A boxplot is similar to a histogram as it also visualizes the distribution of a numerical variable, but it gives you more specific statistics about the distribution: the minimum, lower quartile (value at the bottom 25th percentile), median (value at the 50th percentile), upper quartile (value at the top 25th percentile) and maximum. These values are all denoted by horizontal lines, and the interquartile range (area between the 25th and 75th percentiles) is shaded.\n",
    "\n",
    "Let us visualize the same data as above, but with a boxplot instead."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "source": [
    "sns.boxplot(data = wb_df_2['Primary completion rate: Female: % of relevant age group: 2015']);\n",
    "plt.title('Percent of Females who Completed their Primary Education across Various Countries in 2015')\n",
    "plt.ylabel('Percent Completing Primary School');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "Both the whiskers always have the same length (to be precise, the length is 1.5 times the inter quartile range). The existence of dots beyond the whiskers indicate outliers in the data.\n",
    "\n",
    "A violin plot is very similar to a box plot. However, while a box plot uses horizontal lines to indicate the quartiles, a violin plot uses a vertical line in the center. Additionally, while the width of the box at any point does not encode meaning in a box plot, in a violin plot, the width of the plot indicates the density of the distribution at each possible value."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "source": [
    "sns.violinplot(data=wb_df_2, y=\"Primary completion rate: Female: % of relevant age group: 2015\");\n",
    "plt.title('Percent of Females who Completed their Primary Education across Various Countries in 2015')\n",
    "plt.ylabel('Percent Completing Primary School');"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Overlaid Histograms and Side-by-Side Box and Violin Plots."
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "To compare a quantitative distribution across the different categories of a qualitative categorical variable, we can overlay histograms or plot side-by-side box and violin plots. Examples of all of those have been done below to visualize the difference in primary school completion rate for females vs males."
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### Overlaid Histograms"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "source": [
    "data_female = wb_df_2['Primary completion rate: Female: % of relevant age group: 2015']\n",
    "data_male = wb_df_2['Primary completion rate: Male: % of relevant age group: 2015']\n",
    "bins = np.arange(25,131,5) # Using the same bins for both histograms\n",
    "\n",
    "sns.histplot(data_female.dropna(), bins = bins, label='Female', edgecolor='black')\n",
    "sns.histplot(data_male.dropna(), bins = bins, label='Male', edgecolor='black')\n",
    "\n",
    "plt.title('Overlaid Histogram of Primary Completion Rate in 2015')\n",
    "plt.xlabel('Percent Completing Primary School')\n",
    "plt.ylabel('Frequency')\n",
    "\n",
    "plt.legend();"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### Side-by-Side Box Plots"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "source": [
    "sns.boxplot(wb_df_2[['Primary completion rate: Female: % of relevant age group: 2015',\n",
    "                    'Primary completion rate: Male: % of relevant age group: 2015']])\n",
    "plt.title('Side-by-Side Box Plots of Primary Schooling Completion Rate in 2015')\n",
    "plt.xlabel('Sex')\n",
    "plt.xticks([0, 1], ['Female', 'Male']) # Manually setting the x-axis labels to avoid overplotting\n",
    "plt.ylabel('Percent Completing Primary School');\n"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "#### Side-by-Side Violin Plots"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "source": [
    "sns.violinplot(wb_df_2[['Primary completion rate: Female: % of relevant age group: 2015',\n",
    "                    'Primary completion rate: Male: % of relevant age group: 2015']])\n",
    "plt.title('Side-by-Side Box Plots of Primary Schooling Completion Rate in 2015')\n",
    "plt.xlabel('Sex')\n",
    "plt.xticks([0, 1], ['Female', 'Male']) # Manually setting the x-axis labels to avoid overplotting\n",
    "plt.ylabel('Percent Completing Primary School');\n"
   ],
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {}
    }
   ],
   "metadata": {
    "tags": []
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:sklearn-env] *",
   "language": "python",
   "name": "conda-env-sklearn-env-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}