{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "54e73c60",
   "metadata": {},
   "source": [
    "# Functional connectivity with [`nilearn`](http://nilearn.github.io)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ce1cef2f",
   "metadata": {
    "tags": [
     "hide-input"
    ]
   },
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "69e37943",
   "metadata": {},
   "source": [
    "In this tutorial, we'll see how the Python library `nilearn` allows us to easily perform machine learning analyses with neuroimaging data,\n",
    "specifically functional magnetic resonance imaging (fMRI).\n",
    "\n",
    "You may notice that the name `nilearn` is reminiscent of [`scikit-learn`](https://scikit-learn.org),\n",
    "a popular Python library for machine learning.\n",
    "This is no accident!\n",
    "Nilearn and scikit-learn were created by the same team,\n",
    "and nilearn is designed to bring machine **LEARN**ing to the NeuroImaging (**NI**) domain.\n",
    "\n",
    "When performing a machine learning analysis, our data often look something like this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "046ef3cd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>site</th>\n",
       "      <th>subject</th>\n",
       "      <th>age</th>\n",
       "      <th>age_resid</th>\n",
       "      <th>sex</th>\n",
       "      <th>group</th>\n",
       "      <th>fsArea_L_V1_ROI</th>\n",
       "      <th>fsArea_L_MST_ROI</th>\n",
       "      <th>fsArea_L_V6_ROI</th>\n",
       "      <th>fsArea_L_V2_ROI</th>\n",
       "      <th>...</th>\n",
       "      <th>fsCT_R_p47r_ROI</th>\n",
       "      <th>fsCT_R_TGv_ROI</th>\n",
       "      <th>fsCT_R_MBelt_ROI</th>\n",
       "      <th>fsCT_R_LBelt_ROI</th>\n",
       "      <th>fsCT_R_A4_ROI</th>\n",
       "      <th>fsCT_R_STSva_ROI</th>\n",
       "      <th>fsCT_R_TE1m_ROI</th>\n",
       "      <th>fsCT_R_PI_ROI</th>\n",
       "      <th>fsCT_R_a32pr_ROI</th>\n",
       "      <th>fsCT_R_p24_ROI</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ABIDEII-KKI_1</td>\n",
       "      <td>29293</td>\n",
       "      <td>8.893151</td>\n",
       "      <td>13.642852</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2750.0</td>\n",
       "      <td>306.0</td>\n",
       "      <td>354.0</td>\n",
       "      <td>2123.0</td>\n",
       "      <td>...</td>\n",
       "      <td>3.362</td>\n",
       "      <td>2.827</td>\n",
       "      <td>2.777</td>\n",
       "      <td>2.526</td>\n",
       "      <td>3.202</td>\n",
       "      <td>3.024</td>\n",
       "      <td>3.354</td>\n",
       "      <td>2.629</td>\n",
       "      <td>2.699</td>\n",
       "      <td>3.179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ABIDEII-OHSU_1</td>\n",
       "      <td>28997</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>16.081732</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2836.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>354.0</td>\n",
       "      <td>2261.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.809</td>\n",
       "      <td>3.539</td>\n",
       "      <td>2.944</td>\n",
       "      <td>2.769</td>\n",
       "      <td>3.530</td>\n",
       "      <td>3.079</td>\n",
       "      <td>3.282</td>\n",
       "      <td>2.670</td>\n",
       "      <td>2.746</td>\n",
       "      <td>3.324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ABIDEII-GU_1</td>\n",
       "      <td>28845</td>\n",
       "      <td>8.390000</td>\n",
       "      <td>12.866264</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3394.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>373.0</td>\n",
       "      <td>2827.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.435</td>\n",
       "      <td>3.321</td>\n",
       "      <td>2.799</td>\n",
       "      <td>2.388</td>\n",
       "      <td>3.148</td>\n",
       "      <td>3.125</td>\n",
       "      <td>3.116</td>\n",
       "      <td>2.891</td>\n",
       "      <td>2.940</td>\n",
       "      <td>3.232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ABIDEII-NYU_1</td>\n",
       "      <td>29210</td>\n",
       "      <td>8.300000</td>\n",
       "      <td>13.698139</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3382.0</td>\n",
       "      <td>266.0</td>\n",
       "      <td>422.0</td>\n",
       "      <td>2686.0</td>\n",
       "      <td>...</td>\n",
       "      <td>3.349</td>\n",
       "      <td>3.344</td>\n",
       "      <td>2.694</td>\n",
       "      <td>3.030</td>\n",
       "      <td>3.258</td>\n",
       "      <td>2.774</td>\n",
       "      <td>3.383</td>\n",
       "      <td>2.696</td>\n",
       "      <td>3.014</td>\n",
       "      <td>3.264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ABIDEII-EMC_1</td>\n",
       "      <td>29894</td>\n",
       "      <td>7.772758</td>\n",
       "      <td>14.772459</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3080.0</td>\n",
       "      <td>161.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>2105.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.428</td>\n",
       "      <td>2.940</td>\n",
       "      <td>2.809</td>\n",
       "      <td>2.607</td>\n",
       "      <td>3.430</td>\n",
       "      <td>2.752</td>\n",
       "      <td>2.645</td>\n",
       "      <td>3.111</td>\n",
       "      <td>3.219</td>\n",
       "      <td>4.128</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 1446 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             site  subject        age  age_resid  sex  group  fsArea_L_V1_ROI  \\\n",
       "0   ABIDEII-KKI_1    29293   8.893151  13.642852  2.0    1.0           2750.0   \n",
       "1  ABIDEII-OHSU_1    28997  12.000000  16.081732  2.0    1.0           2836.0   \n",
       "2    ABIDEII-GU_1    28845   8.390000  12.866264  1.0    2.0           3394.0   \n",
       "3   ABIDEII-NYU_1    29210   8.300000  13.698139  1.0    1.0           3382.0   \n",
       "4   ABIDEII-EMC_1    29894   7.772758  14.772459  2.0    2.0           3080.0   \n",
       "\n",
       "   fsArea_L_MST_ROI  fsArea_L_V6_ROI  fsArea_L_V2_ROI  ...  fsCT_R_p47r_ROI  \\\n",
       "0             306.0            354.0           2123.0  ...            3.362   \n",
       "1             186.0            354.0           2261.0  ...            2.809   \n",
       "2             223.0            373.0           2827.0  ...            2.435   \n",
       "3             266.0            422.0           2686.0  ...            3.349   \n",
       "4             161.0            346.0           2105.0  ...            2.428   \n",
       "\n",
       "   fsCT_R_TGv_ROI  fsCT_R_MBelt_ROI  fsCT_R_LBelt_ROI  fsCT_R_A4_ROI  \\\n",
       "0           2.827             2.777             2.526          3.202   \n",
       "1           3.539             2.944             2.769          3.530   \n",
       "2           3.321             2.799             2.388          3.148   \n",
       "3           3.344             2.694             3.030          3.258   \n",
       "4           2.940             2.809             2.607          3.430   \n",
       "\n",
       "   fsCT_R_STSva_ROI  fsCT_R_TE1m_ROI  fsCT_R_PI_ROI  fsCT_R_a32pr_ROI  \\\n",
       "0             3.024            3.354          2.629             2.699   \n",
       "1             3.079            3.282          2.670             2.746   \n",
       "2             3.125            3.116          2.891             2.940   \n",
       "3             2.774            3.383          2.696             3.014   \n",
       "4             2.752            2.645          3.111             3.219   \n",
       "\n",
       "   fsCT_R_p24_ROI  \n",
       "0           3.179  \n",
       "1           3.324  \n",
       "2           3.232  \n",
       "3           3.264  \n",
       "4           4.128  \n",
       "\n",
       "[5 rows x 1446 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# read_csv can read in just about any plain-text tabular data\n",
    "data = pd.read_csv('./data/abide2.tsv', sep='\\t')\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12640014",
   "metadata": {},
   "source": [
    "For our purposes, what's most interesting is the structure of this data set.\n",
    "That is, the data is structured in a tabular format,\n",
    "with pre-extracted features of interest.\n",
    "This makes it easier to consider issues such as: which features would we like to predict?\n",
    "Or, how should we handle cross-validation?\n",
    "\n",
    "But if we're starting with neuroimaging data, how can we create this kind of structured representation?\n",
    "\n",
    "To understand why neuroimaging data needs some special attention,\n",
    "we will briefly talk about the basics of fMRI.\n",
    "\n",
    "## A brief introduction to functional magnetic resonance imaging\n",
    "\n",
    "Functional magnetic resonance imaging (fMRI) is a type of neuroimaging technique that measures brain activity.\n",
    "fMRI data is made up of a series of 3D images (or volumes) of the brain collected at a given frequency.\n",
    "Therefore, a typical fMRI file is a 4D image, with the spatial dimensions (x, y, z) added with the dimension of time t.\n",
    "We could, for example, acquire 1 brain volume every 2 seconds, for 6 minutes, which would result in an fMRI data file consisting of 180 3D brain volumes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5266a20a",
   "metadata": {
    "tags": [
     "remove-output",
     "hide-input"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Added README.md to ./nilearn_data\n",
      "\n",
      "\n",
      "Dataset created in ./nilearn_data/haxby2001\n",
      "\n",
      "Downloading data from https://www.nitrc.org/frs/download.php/7868/mask.nii.gz ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (0 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from http://data.pymvpa.org/datasets/haxby2001/MD5SUMS ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (0 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from http://data.pymvpa.org/datasets/haxby2001/subj2-2010.01.14.tar.gz ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "Downloaded 121053184 of 291168628 bytes (41.6%,    1.4s remaining)"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "Downloaded 283607040 of 291168628 bytes (97.4%,    0.1s remaining) ...done. (2 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Extracting data from ./nilearn_data/haxby2001/def37a305edfda829916fa14c9ea08f8/subj2-2010.01.14.tar.gz..."
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      ".. done.\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from nilearn import datasets\n",
    "from nilearn import maskers\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# change this to the location where you want the data to get downloaded\n",
    "data_dir = './nilearn_data'\n",
    "\n",
    "# Let's extract timeseries from one subject in a dataset\n",
    "haxby_dataset = datasets.fetch_haxby(data_dir=data_dir)\n",
    "haxby_func_filename = haxby_dataset.func[0]\n",
    "\n",
    "# initialise a masker\n",
    "brain_masker = maskers.NiftiMasker(\n",
    "    smoothing_fwhm=6,\n",
    "    detrend=True, standardize=True,\n",
    "    low_pass=0.1, high_pass=0.01, t_r=2,\n",
    "    memory='nilearn_cache', memory_level=1, verbose=0)\n",
    "\n",
    "# Apply masker\n",
    "brain_time_series = brain_masker.fit_transform(haxby_func_filename,\n",
    "                                               confounds=None)\n",
    "# Function for visualising 3D voxel\n",
    "def expand_coordinates(indices):\n",
    "    x, y, z = indices\n",
    "    x[1::2, :, :] += 1\n",
    "    y[:, 1::2, :] += 1\n",
    "    z[:, :, 1::2] += 1\n",
    "    return x, y, z\n",
    "\n",
    "def explode(data):\n",
    "    shape_arr = np.array(data.shape)\n",
    "    size = shape_arr[:3]*2 - 1\n",
    "    exploded = np.zeros(np.concatenate([size, shape_arr[3:]]), dtype=data.dtype)\n",
    "    exploded[::2, ::2, ::2] = data\n",
    "    return exploded\n",
    "\n",
    "# Initialise a figure\n",
    "fig = plt.figure(figsize=(10,3))\n",
    "\n",
    "# Visualise the voxel\n",
    "ax1 = fig.add_subplot(1, 2, 1, projection='3d')\n",
    "ax1.set_xlabel(\"x\")\n",
    "ax1.set_ylabel(\"y\")\n",
    "ax1.set_zlabel(\"z\")\n",
    "ax1.grid(False)\n",
    "colors = np.array([[['#1f77b430']*1]*1]*1)\n",
    "colors = explode(colors)\n",
    "filled = explode(np.ones((1, 1, 1)))\n",
    "x, y, z = expand_coordinates(np.indices(np.array(filled.shape) + 1))\n",
    "\n",
    "x[1::2, :, :] += 1\n",
    "y[:, 1::2, :] += 1\n",
    "z[:, :, 1::2] += 1\n",
    "\n",
    "ax1.voxels(x, y, z, filled, facecolors=colors, edgecolors='white', shade=False)\n",
    "plt.title(\"Voxel (3D)\")\n",
    "\n",
    "\n",
    "# Add timeseries to figure\n",
    "# random voxel\n",
    "voxel = 1\n",
    "ax = fig.add_subplot(1, 2, 2)\n",
    "ax.plot(brain_time_series[:, voxel])\n",
    "ax.set_title(\"Timeseriese of a voxel\")\n",
    "\n",
    "plt.xlabel(\"Time (s)\", fontsize = 10)\n",
    "plt.ylabel(\"BOLD signal\", fontsize= 10)\n",
    "\n",
    "from myst_nb import glue\n",
    "glue(\"voxel-timeseries-fig\", fig, display=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "889b6587",
   "metadata": {},
   "source": [
    "```{glue:figure} voxel-timeseries-fig\n",
    ":figwidth: 800px\n",
    ":name: \"voxel-timeseries-fig\"\n",
    "Illustration of a volume (voxel), size 3 mm x 3 mm x 3 mm, and the associated fMRI time course.\n",
    "```\n",
    "\n",
    "A 3D brain volume is formed by several thousand voxels, which are small units of volumes having a coordinate in x, y, z space.\n",
    "In fMRI, for each voxel of the brain, we have several points of measurement of the activity over time, which forms what is called a time series or time course.\n",
    "The time series reflects changes in neuronal activity over time indirectly through the blood delivering energy to activate the neurons, a mechanism called the haemodynamic response.\n",
    "This activity creates a contrast between oxygenated and deoxygenated blood around a population of neurons detectable by the magnetic field, called the blood-oxygen-level-dependent (BOLD) signal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c3bb54db",
   "metadata": {
    "tags": [
     "remove-output",
     "hide-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# To get an impulse response, we simulate a single event\n",
    "# occurring at time t=0, with duration 1s.\n",
    "frame_times = np.linspace(0, 30, 61)\n",
    "onset, amplitude, duration = 0., 1., 1.\n",
    "exp_condition = np.array((onset, duration, amplitude)).reshape(3, 1)\n",
    "stim = np.zeros_like(frame_times)\n",
    "stim[(frame_times > onset) * (frame_times <= onset + duration)] = amplitude\n",
    "\n",
    "# Now we plot the hrf\n",
    "from nilearn.glm.first_level import compute_regressor\n",
    "fig = plt.figure(figsize=(6, 4))\n",
    "\n",
    "# obtain the signal of interest by convolution\n",
    "signal, name = compute_regressor(\n",
    "    exp_condition, 'glover', frame_times, con_id='main',\n",
    "    oversampling=16)\n",
    "\n",
    "# plot this\n",
    "plt.fill(frame_times, stim, 'b', alpha=.5, label='stimulus')\n",
    "plt.plot(frame_times, signal.T[0], 'r', label=name[0])\n",
    "\n",
    "# Glue the figure\n",
    "glue(\"hrf-fig\", fig, display=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6994050",
   "metadata": {},
   "source": [
    "```{glue:figure} hrf-fig\n",
    ":figwidth: 800px\n",
    ":name: \"hrf-fig\"\n",
    "Hemodynamic response to a unit pulse of one second duration, following the model proposed by {cite:p}`Glover_1999`. The code generated this figure is adopted from a [tutorial](https://nilearn.github.io/stable/auto_examples/04_glm_first_level/plot_hrf.html#sphx-glr-auto-examples-04-glm-first-level-plot-hrf-py) in Nilearn, et la. The figure is licenced under CC-BY.\n",
    "```\n",
    "\n",
    "## Neuroimaging data\n",
    "\n",
    "Neuroimaging data does not have a tabular structure.\n",
    "Instead, it has both spatial and temporal dependencies between successive data points.\n",
    "That is, knowing _where_ and _when_ something was measured tells you information about the surrounding data points.\n",
    "\n",
    "We also know that neuroimaging data contains a lot of noise that's not BOLD signal, such as head motion.\n",
    "Since we don't think that these other noise sources are related to neuronal firing,\n",
    "we often need to consider how we can make sure that our analyses are not driven by these noise sources.\n",
    "\n",
    "These are all considerations that most machine learning software libraries are not designed to deal with!\n",
    "Nilearn therefore plays a crucial role in bringing machine learning concepts to the neuroimaging domain.\n",
    "\n",
    "To get a sense of the problem, the quickest method is to just look at some data.\n",
    "You may have your own data locally that you'd like to work with.\n",
    "Nilearn also provides access to several neuroimaging data sets and atlases (we'll talk about these a bit later).\n",
    "These datasets are great for developing your analysis workflow and testing new features!\n",
    "\n",
    "These data sets (and atlases) are only accessible because research groups chose to make their collected data publicly available.\n",
    "We owe them a huge thank you for this!\n",
    "The data set we'll use today was originally collected by [Rebecca Saxe](https://mcgovern.mit.edu/profile/rebecca-saxe/)'s group at MIT and hosted on [OpenNeuro](https://openneuro.org/datasets/ds000228/versions/1.1.0).\n",
    "\n",
    "The nilearn team preprocessed the data set with [fMRIPrep](https://fmriprep.readthedocs.io) and downsampled it to a lower resolution,\n",
    "so it'd be easier to work with.\n",
    "We can learn a lot about this data set directly [from the Nilearn documentation](https://nilearn.github.io/stable/modules/generated/nilearn.datasets.fetch_development_fmri.html).\n",
    "For example, we can see that this data set contains over 150 children and adults watching a short Pixar film.\n",
    "Let's download the first 5 participants."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "bd1b6ddf",
   "metadata": {
    "tags": [
     "hide-output"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Dataset created in ./nilearn_data/development_fmri\n",
      "\n",
      "\n",
      "Added README.md to ./nilearn_data/development_fmri\n",
      "\n",
      "\n",
      "Dataset created in ./nilearn_data/development_fmri/development_fmri\n",
      "\n",
      "Downloading data from https://osf.io/yr3av/download ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff3df4712b400183b7092/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (2 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff3e04712b400193b5bdf/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff37da743a90018606df1/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff37c2286e80019c3c102/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (2 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5cb4701e3992690018133d4f/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5cb46e6b353c58001b9cb34f/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff37d4712b400193b5b54/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff37d4712b400183b7011/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (2 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff37e2286e80016c3c2cb/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://osf.io/download/5c8ff3832286e80019c3c10f/ ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n"
     ]
    }
   ],
   "source": [
    "# change this to the location where you want the data to get downloaded\n",
    "data_dir = './nilearn_data'\n",
    "# Now fetch the data\n",
    "development_dataset = datasets.fetch_development_fmri(n_subjects=5,\n",
    "                                                      data_dir=data_dir, \n",
    "                                                      reduce_confounds = False\n",
    "                                                     )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6786f09f",
   "metadata": {},
   "source": [
    "Now, this `development_dataset` object has several attributes which provide access to relevant information.\n",
    "For example, `development_dataset.phenotypic` provides access to information about the participants, such as whether they were children or adults.\n",
    "We can use `development_dataset.func` to access the functional MRI (fMRI) data.\n",
    "\n",
    "Let's use [`nilearn.image.load_img`](https://nilearn.github.io/stable/modules/generated/nilearn.image.load_img.html) to learn a little bit about this data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d9b80d98",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(50, 59, 50, 168)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from nilearn import image\n",
    "\n",
    "img = image.load_img(development_dataset.func[0])\n",
    "img.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afc383a4",
   "metadata": {},
   "source": [
    "This means that there are 168 volumes, each with a 3D structure of (50, 59, 50).\n",
    "\n",
    "### Getting into the data: subsetting and viewing\n",
    "\n",
    "Nilearn also provides many methods for plotting this kind of data.\n",
    "For example, we can use [`nilearn.plotting.view_img`](https://nilearn.github.io/stable/modules/generated/nilearn.plotting.view_img.html) to launch at interactive viewer.\n",
    "Because each fMRI run is a 4D time series (three spatial dimensions plus time),\n",
    "we'll also need to subset the data when we plot it, so that we can look at a single 3D image.\n",
    "Nilearn provides (at least) two ways to do this: with [`nilearn.image.index_img`](https://nilearn.github.io/stable/modules/generated/nilearn.image.index_img.html),\n",
    "which allows us to index a particular frame--or several frames--of a time series,\n",
    "and [`nilearn.image.mean_img`](https://nilearn.github.io/stable/modules/generated/nilearn.image.mean_img.html),\n",
    "which allows us to take the mean 3D image over time.\n",
    "\n",
    "Putting these together, we can interactively view the mean image of the first participant using:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "40abeb41",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<iframe srcdoc=\"&lt;!doctype html&gt;\n",
       "&lt;html lang=&quot;en&quot;&gt;\n",
       "  &lt;head&gt;\n",
       "    &lt;title&gt;Slice viewer&lt;/title&gt;\n",
       "    &lt;meta charset=&quot;UTF-8&quot; /&gt;\n",
       "  &lt;/head&gt;\n",
       "  &lt;body&gt;\n",
       "    &lt;div id=&quot;div_viewer&quot;&gt;\n",
       "      &lt;!-- this is the canvas that will feature the brain slices --&gt;\n",
       "      &lt;canvas id=&quot;3Dviewer&quot;&gt;\n",
       "        &lt;!-- load a hidden version of the sprite image that includes all (sagittal) brain slices --&gt;\n",
       "        &lt;img\n",
       "          id=&quot;spriteImg&quot;\n",
       "          class=&quot;hidden&quot;\n",
       "          src=&quot;data:image/png;base64,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&quot;\n",
       "          alt=&quot;background&quot;\n",
       "        /&gt;\n",
       "        &lt;!-- the colormap --&gt;\n",
       "        &lt;img\n",
       "          id=&quot;colorMap&quot;\n",
       "          class=&quot;hidden&quot;\n",
       "          src=&quot;data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAQAAAAABCAYAAAAxWXB3AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuNSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/xnp5ZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAAUUlEQVR4nGP8/////x8MDAz48E8ay//7w8DA8BuKfyGxqcGnhZkYdvyno2XU5fMyfGZgZWCAYzYk9mDnM7LS2XJqm8nCxMDAwIEHs9NYnoMBAFEChf4wrnHMAAAAAElFTkSuQmCC&quot;\n",
       "          alt=&quot;colormap&quot;\n",
       "        /&gt;\n",
       "        &lt;!-- another sprite image, with an overlay--&gt;\n",
       "        &lt;img\n",
       "          id=&quot;overlayImg&quot;\n",
       "          class=&quot;hidden&quot;\n",
       "          src=&quot;data:image/png;base64,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&quot;\n",
       "          alt=&quot;overlay&quot;\n",
       "        /&gt;\n",
       "      &lt;/canvas&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;script&gt;\n",
       "      /*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */\n",
       "!function(e,t){&quot;use strict&quot;;&quot;object&quot;==typeof module&amp;&amp;&quot;object&quot;==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error(&quot;jQuery requires a window with a document&quot;);return t(e)}:t(e)}(&quot;undefined&quot;!=typeof window?window:this,function(C,e){&quot;use strict&quot;;var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return&quot;function&quot;==typeof e&amp;&amp;&quot;number&quot;!=typeof e.nodeType&amp;&amp;&quot;function&quot;!=typeof e.item},x=function(e){return null!=e&amp;&amp;e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement(&quot;script&quot;);if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&amp;&amp;t.getAttribute(r))&amp;&amp;o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+&quot;&quot;:&quot;object&quot;==typeof e||&quot;function&quot;==typeof e?n[o.call(e)]||&quot;object&quot;:typeof e}var f=&quot;3.6.0&quot;,S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&amp;&amp;&quot;length&quot;in e&amp;&amp;e.length,n=w(e);return!m(e)&amp;&amp;!x(e)&amp;&amp;(&quot;array&quot;===n||0===t||&quot;number&quot;==typeof t&amp;&amp;0&lt;t&amp;&amp;t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e&lt;0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e&lt;0?t:0);return this.pushStack(0&lt;=n&amp;&amp;n&lt;t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for(&quot;boolean&quot;==typeof a&amp;&amp;(l=a,a=arguments[s]||{},s++),&quot;object&quot;==typeof a||m(a)||(a={}),s===u&amp;&amp;(a=this,s--);s&lt;u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],&quot;__proto__&quot;!==t&amp;&amp;a!==r&amp;&amp;(l&amp;&amp;r&amp;&amp;(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&amp;&amp;!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&amp;&amp;(a[t]=r));return a},S.extend({expando:&quot;jQuery&quot;+(f+Math.random()).replace(/\\D/g,&quot;&quot;),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||&quot;[object Object]&quot;!==o.call(e))&amp;&amp;(!(t=r(e))||&quot;function&quot;==typeof(n=v.call(t,&quot;constructor&quot;)&amp;&amp;t.constructor)&amp;&amp;a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&amp;&amp;t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r&lt;n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&amp;&amp;(p(Object(e))?S.merge(n,&quot;string&quot;==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r&lt;n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i&lt;o;i++)!t(e[i],i)!==a&amp;&amp;r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o&lt;r;o++)null!=(i=t(e[o],o,n))&amp;&amp;a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&amp;&amp;a.push(i);return g(a)},guid:1,support:y}),&quot;function&quot;==typeof Symbol&amp;&amp;(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each(&quot;Boolean Number String Function Array Date RegExp Object Error Symbol&quot;.split(&quot; &quot;),function(e,t){n[&quot;[object &quot;+t+&quot;]&quot;]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S=&quot;sizzle&quot;+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&amp;&amp;(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n&lt;r;n++)if(e[n]===t)return n;return-1},R=&quot;checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped&quot;,M=&quot;[\\\\x20\\\\t\\\\r\\\\n\\\\f]&quot;,I=&quot;(?:\\\\\\\\[\\\\da-fA-F]{1,6}&quot;+M+&quot;?|\\\\\\\\[^\\\\r\\\\n\\\\f]|[\\\\w-]|[^\\0-\\\\x7f])+&quot;,W=&quot;\\\\[&quot;+M+&quot;*(&quot;+I+&quot;)(?:&quot;+M+&quot;*([*^$|!~]?=)&quot;+M+&quot;*(?:&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;|(&quot;+I+&quot;))|)&quot;+M+&quot;*\\\\]&quot;,F=&quot;:(&quot;+I+&quot;)(?:\\\\(((&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;)|((?:\\\\\\\\.|[^\\\\\\\\()[\\\\]]|&quot;+W+&quot;)*)|.*)\\\\)|)&quot;,B=new RegExp(M+&quot;+&quot;,&quot;g&quot;),$=new RegExp(&quot;^&quot;+M+&quot;+|((?:^|[^\\\\\\\\])(?:\\\\\\\\.)*)&quot;+M+&quot;+$&quot;,&quot;g&quot;),_=new RegExp(&quot;^&quot;+M+&quot;*,&quot;+M+&quot;*&quot;),z=new RegExp(&quot;^&quot;+M+&quot;*([&gt;+~]|&quot;+M+&quot;)&quot;+M+&quot;*&quot;),U=new RegExp(M+&quot;|&gt;&quot;),X=new RegExp(F),V=new RegExp(&quot;^&quot;+I+&quot;$&quot;),G={ID:new RegExp(&quot;^#(&quot;+I+&quot;)&quot;),CLASS:new RegExp(&quot;^\\\\.(&quot;+I+&quot;)&quot;),TAG:new RegExp(&quot;^(&quot;+I+&quot;|[*])&quot;),ATTR:new RegExp(&quot;^&quot;+W),PSEUDO:new RegExp(&quot;^&quot;+F),CHILD:new RegExp(&quot;^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\\\(&quot;+M+&quot;*(even|odd|(([+-]|)(\\\\d*)n|)&quot;+M+&quot;*(?:([+-]|)&quot;+M+&quot;*(\\\\d+)|))&quot;+M+&quot;*\\\\)|)&quot;,&quot;i&quot;),bool:new RegExp(&quot;^(?:&quot;+R+&quot;)$&quot;,&quot;i&quot;),needsContext:new RegExp(&quot;^&quot;+M+&quot;*[&gt;+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\\\(&quot;+M+&quot;*((?:-\\\\d)?\\\\d*)&quot;+M+&quot;*\\\\)|)(?=[^-]|$)&quot;,&quot;i&quot;)},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\\d$/i,K=/^[^{]+\\{\\s*\\[native \\w/,Z=/^(?:#([\\w-]+)|(\\w+)|\\.([\\w-]+))$/,ee=/[+~]/,te=new RegExp(&quot;\\\\\\\\[\\\\da-fA-F]{1,6}&quot;+M+&quot;?|\\\\\\\\([^\\\\r\\\\n\\\\f])&quot;,&quot;g&quot;),ne=function(e,t){var n=&quot;0x&quot;+e.slice(1)-65536;return t||(n&lt;0?String.fromCharCode(n+65536):String.fromCharCode(n&gt;&gt;10|55296,1023&amp;n|56320))},re=/([\\0-\\x1f\\x7f]|^-?\\d)|^-$|[^\\0-\\x1f\\x7f-\\uFFFF\\w-]/g,ie=function(e,t){return t?&quot;\\0&quot;===e?&quot;\\ufffd&quot;:e.slice(0,-1)+&quot;\\\\&quot;+e.charCodeAt(e.length-1).toString(16)+&quot; &quot;:&quot;\\\\&quot;+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&amp;&amp;&quot;fieldset&quot;===e.nodeName.toLowerCase()},{dir:&quot;parentNode&quot;,next:&quot;legend&quot;});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&amp;&amp;e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],&quot;string&quot;!=typeof t||!t||1!==p&amp;&amp;9!==p&amp;&amp;11!==p)return n;if(!r&amp;&amp;(T(e),e=e||C,E)){if(11!==p&amp;&amp;(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&amp;&amp;(a=f.getElementById(i))&amp;&amp;y(e,a)&amp;&amp;a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&amp;&amp;d.getElementsByClassName&amp;&amp;e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&amp;&amp;!N[t+&quot; &quot;]&amp;&amp;(!v||!v.test(t))&amp;&amp;(1!==p||&quot;object&quot;!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&amp;&amp;(U.test(t)||z.test(t))){(f=ee.test(t)&amp;&amp;ye(e.parentNode)||e)===e&amp;&amp;d.scope||((s=e.getAttribute(&quot;id&quot;))?s=s.replace(re,ie):e.setAttribute(&quot;id&quot;,s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?&quot;#&quot;+s:&quot;:scope&quot;)+&quot; &quot;+xe(l[o]);c=l.join(&quot;,&quot;)}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&amp;&amp;e.removeAttribute(&quot;id&quot;)}}}return g(t.replace($,&quot;$1&quot;),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+&quot; &quot;)&gt;b.cacheLength&amp;&amp;delete e[r.shift()],e[t+&quot; &quot;]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement(&quot;fieldset&quot;);try{return!!e(t)}catch(e){return!1}finally{t.parentNode&amp;&amp;t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split(&quot;|&quot;),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&amp;&amp;e,r=n&amp;&amp;1===e.nodeType&amp;&amp;1===t.nodeType&amp;&amp;e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return&quot;input&quot;===e.nodeName.toLowerCase()&amp;&amp;e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return(&quot;input&quot;===t||&quot;button&quot;===t)&amp;&amp;e.type===n}}function ge(t){return function(e){return&quot;form&quot;in e?e.parentNode&amp;&amp;!1===e.disabled?&quot;label&quot;in e?&quot;label&quot;in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&amp;&amp;ae(e)===t:e.disabled===t:&quot;label&quot;in e&amp;&amp;e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&amp;&amp;(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&amp;&amp;&quot;undefined&quot;!=typeof e.getElementsByTagName&amp;&amp;e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&amp;&amp;e.namespaceURI,n=e&amp;&amp;(e.ownerDocument||e).documentElement;return!Y.test(t||n&amp;&amp;n.nodeName||&quot;HTML&quot;)},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&amp;&amp;9===r.nodeType&amp;&amp;r.documentElement&amp;&amp;(a=(C=r).documentElement,E=!i(C),p!=C&amp;&amp;(n=C.defaultView)&amp;&amp;n.top!==n&amp;&amp;(n.addEventListener?n.addEventListener(&quot;unload&quot;,oe,!1):n.attachEvent&amp;&amp;n.attachEvent(&quot;onunload&quot;,oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement(&quot;div&quot;)),&quot;undefined&quot;!=typeof e.querySelectorAll&amp;&amp;!e.querySelectorAll(&quot;:scope fieldset div&quot;).length}),d.attributes=ce(function(e){return e.className=&quot;i&quot;,!e.getAttribute(&quot;className&quot;)}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment(&quot;&quot;)),!e.getElementsByTagName(&quot;*&quot;).length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute(&quot;id&quot;)===t}},b.find.ID=function(e,t){if(&quot;undefined&quot;!=typeof t.getElementById&amp;&amp;E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t=&quot;undefined&quot;!=typeof e.getAttributeNode&amp;&amp;e.getAttributeNode(&quot;id&quot;);return t&amp;&amp;t.value===n}},b.find.ID=function(e,t){if(&quot;undefined&quot;!=typeof t.getElementById&amp;&amp;E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode(&quot;id&quot;))&amp;&amp;n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode(&quot;id&quot;))&amp;&amp;n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return&quot;undefined&quot;!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if(&quot;*&quot;===e){while(n=o[i++])1===n.nodeType&amp;&amp;r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&amp;&amp;function(e,t){if(&quot;undefined&quot;!=typeof t.getElementsByClassName&amp;&amp;E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&amp;&amp;(ce(function(e){var t;a.appendChild(e).innerHTML=&quot;&lt;a id=&#x27;&quot;+S+&quot;&#x27;&gt;&lt;/a&gt;&lt;select id=&#x27;&quot;+S+&quot;-\\r\\\\&#x27; msallowcapture=&#x27;&#x27;&gt;&lt;option selected=&#x27;&#x27;&gt;&lt;/option&gt;&lt;/select&gt;&quot;,e.querySelectorAll(&quot;[msallowcapture^=&#x27;&#x27;]&quot;).length&amp;&amp;v.push(&quot;[*^$]=&quot;+M+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),e.querySelectorAll(&quot;[selected]&quot;).length||v.push(&quot;\\\\[&quot;+M+&quot;*(?:value|&quot;+R+&quot;)&quot;),e.querySelectorAll(&quot;[id~=&quot;+S+&quot;-]&quot;).length||v.push(&quot;~=&quot;),(t=C.createElement(&quot;input&quot;)).setAttribute(&quot;name&quot;,&quot;&quot;),e.appendChild(t),e.querySelectorAll(&quot;[name=&#x27;&#x27;]&quot;).length||v.push(&quot;\\\\[&quot;+M+&quot;*name&quot;+M+&quot;*=&quot;+M+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),e.querySelectorAll(&quot;:checked&quot;).length||v.push(&quot;:checked&quot;),e.querySelectorAll(&quot;a#&quot;+S+&quot;+*&quot;).length||v.push(&quot;.#.+[+~]&quot;),e.querySelectorAll(&quot;\\\\\\f&quot;),v.push(&quot;[\\\\r\\\\n\\\\f]&quot;)}),ce(function(e){e.innerHTML=&quot;&lt;a href=&#x27;&#x27; disabled=&#x27;disabled&#x27;&gt;&lt;/a&gt;&lt;select disabled=&#x27;disabled&#x27;&gt;&lt;option/&gt;&lt;/select&gt;&quot;;var t=C.createElement(&quot;input&quot;);t.setAttribute(&quot;type&quot;,&quot;hidden&quot;),e.appendChild(t).setAttribute(&quot;name&quot;,&quot;D&quot;),e.querySelectorAll(&quot;[name=d]&quot;).length&amp;&amp;v.push(&quot;name&quot;+M+&quot;*[*^$|!~]?=&quot;),2!==e.querySelectorAll(&quot;:enabled&quot;).length&amp;&amp;v.push(&quot;:enabled&quot;,&quot;:disabled&quot;),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(&quot;:disabled&quot;).length&amp;&amp;v.push(&quot;:enabled&quot;,&quot;:disabled&quot;),e.querySelectorAll(&quot;*,:x&quot;),v.push(&quot;,.*:&quot;)})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&amp;&amp;ce(function(e){d.disconnectedMatch=c.call(e,&quot;*&quot;),c.call(e,&quot;[s!=&#x27;&#x27;]:x&quot;),s.push(&quot;!=&quot;,F)}),v=v.length&amp;&amp;new RegExp(v.join(&quot;|&quot;)),s=s.length&amp;&amp;new RegExp(s.join(&quot;|&quot;)),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&amp;&amp;t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&amp;&amp;16&amp;e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&amp;(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&amp;&amp;t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&amp;&amp;y(p,e)?-1:t==C||t.ownerDocument==p&amp;&amp;y(p,t)?1:u?P(u,e)-P(u,t):0:4&amp;n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&amp;&amp;E&amp;&amp;!N[t+&quot; &quot;]&amp;&amp;(!s||!s.test(t))&amp;&amp;(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&amp;&amp;11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0&lt;se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&amp;&amp;T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&amp;&amp;T(e);var n=b.attrHandle[t.toLowerCase()],r=n&amp;&amp;D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&amp;&amp;r.specified?r.value:null},se.escape=function(e){return(e+&quot;&quot;).replace(re,ie)},se.error=function(e){throw new Error(&quot;Syntax error, unrecognized expression: &quot;+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&amp;&amp;e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&amp;&amp;(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n=&quot;&quot;,r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if(&quot;string&quot;==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{&quot;&gt;&quot;:{dir:&quot;parentNode&quot;,first:!0},&quot; &quot;:{dir:&quot;parentNode&quot;},&quot;+&quot;:{dir:&quot;previousSibling&quot;,first:!0},&quot;~&quot;:{dir:&quot;previousSibling&quot;}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||&quot;&quot;).replace(te,ne),&quot;~=&quot;===e[2]&amp;&amp;(e[3]=&quot; &quot;+e[3]+&quot; &quot;),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),&quot;nth&quot;===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*(&quot;even&quot;===e[3]||&quot;odd&quot;===e[3])),e[5]=+(e[7]+e[8]||&quot;odd&quot;===e[3])):e[3]&amp;&amp;se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&amp;&amp;e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||&quot;&quot;:n&amp;&amp;X.test(n)&amp;&amp;(t=h(n,!0))&amp;&amp;(t=n.indexOf(&quot;)&quot;,n.length-t)-n.length)&amp;&amp;(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return&quot;*&quot;===e?function(){return!0}:function(e){return e.nodeName&amp;&amp;e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+&quot; &quot;];return t||(t=new RegExp(&quot;(^|&quot;+M+&quot;)&quot;+e+&quot;(&quot;+M+&quot;|$)&quot;))&amp;&amp;m(e,function(e){return t.test(&quot;string&quot;==typeof e.className&amp;&amp;e.className||&quot;undefined&quot;!=typeof e.getAttribute&amp;&amp;e.getAttribute(&quot;class&quot;)||&quot;&quot;)})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?&quot;!=&quot;===r:!r||(t+=&quot;&quot;,&quot;=&quot;===r?t===i:&quot;!=&quot;===r?t!==i:&quot;^=&quot;===r?i&amp;&amp;0===t.indexOf(i):&quot;*=&quot;===r?i&amp;&amp;-1&lt;t.indexOf(i):&quot;$=&quot;===r?i&amp;&amp;t.slice(-i.length)===i:&quot;~=&quot;===r?-1&lt;(&quot; &quot;+t.replace(B,&quot; &quot;)+&quot; &quot;).indexOf(i):&quot;|=&quot;===r&amp;&amp;(t===i||t.slice(0,i.length+1)===i+&quot;-&quot;))}},CHILD:function(h,e,t,g,v){var y=&quot;nth&quot;!==h.slice(0,3),m=&quot;last&quot;!==h.slice(-4),x=&quot;of-type&quot;===e;return 1===g&amp;&amp;0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?&quot;nextSibling&quot;:&quot;previousSibling&quot;,c=e.parentNode,f=x&amp;&amp;e.nodeName.toLowerCase(),p=!n&amp;&amp;!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l=&quot;only&quot;===h&amp;&amp;!u&amp;&amp;&quot;nextSibling&quot;}return!0}if(u=[m?c.firstChild:c.lastChild],m&amp;&amp;p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&amp;&amp;r[1])&amp;&amp;r[2],a=s&amp;&amp;c.childNodes[s];while(a=++s&amp;&amp;a&amp;&amp;a[l]||(d=s=0)||u.pop())if(1===a.nodeType&amp;&amp;++d&amp;&amp;a===e){i[h]=[k,s,d];break}}else if(p&amp;&amp;(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&amp;&amp;r[1]),!1===d)while(a=++s&amp;&amp;a&amp;&amp;a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&amp;&amp;++d&amp;&amp;(p&amp;&amp;((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&amp;&amp;0&lt;=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error(&quot;unsupported pseudo: &quot;+e);return a[S]?a(o):1&lt;a.length?(t=[e,e,&quot;&quot;,o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,&quot;$1&quot;));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&amp;&amp;(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0&lt;se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1&lt;(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||&quot;&quot;)||se.error(&quot;unsupported lang: &quot;+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute(&quot;xml:lang&quot;)||e.getAttribute(&quot;lang&quot;))return(t=t.toLowerCase())===n||0===t.indexOf(n+&quot;-&quot;)}while((e=e.parentNode)&amp;&amp;1===e.nodeType);return!1}}),target:function(e){var t=n.location&amp;&amp;n.location.hash;return t&amp;&amp;t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&amp;&amp;(!C.hasFocus||C.hasFocus())&amp;&amp;!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return&quot;input&quot;===t&amp;&amp;!!e.checked||&quot;option&quot;===t&amp;&amp;!!e.selected},selected:function(e){return e.parentNode&amp;&amp;e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType&lt;6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return&quot;input&quot;===t&amp;&amp;&quot;button&quot;===e.type||&quot;button&quot;===t},text:function(e){var t;return&quot;input&quot;===e.nodeName.toLowerCase()&amp;&amp;&quot;text&quot;===e.type&amp;&amp;(null==(t=e.getAttribute(&quot;type&quot;))||&quot;text&quot;===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n&lt;0?n+t:n]}),even:ve(function(e,t){for(var n=0;n&lt;t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n&lt;t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n&lt;0?n+t:t&lt;n?t:n;0&lt;=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n&lt;0?n+t:n;++r&lt;t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r=&quot;&quot;;t&lt;n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&amp;&amp;&quot;parentNode&quot;===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&amp;&amp;s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&amp;&amp;l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&amp;&amp;r[0]===k&amp;&amp;r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1&lt;i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s&lt;u;s++)(o=e[s])&amp;&amp;(n&amp;&amp;!n(o,r,i)||(a.push(o),l&amp;&amp;t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&amp;&amp;!v[S]&amp;&amp;(v=Ce(v)),y&amp;&amp;!y[S]&amp;&amp;(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r&lt;i;r++)se(e,t[r],n);return n}(h||&quot;*&quot;,n.nodeType?[n]:n,[]),f=!d||!e&amp;&amp;h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&amp;&amp;g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&amp;&amp;(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&amp;&amp;i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&amp;&amp;-1&lt;(i=y?P(e,a):s[o])&amp;&amp;(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[&quot; &quot;],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1&lt;P(i,e)},a,!0),c=[function(e,t,n){var r=!o&amp;&amp;(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s&lt;r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n&lt;r;n++)if(b.relative[e[n].type])break;return Ce(1&lt;s&amp;&amp;we(c),1&lt;s&amp;&amp;xe(e.slice(0,s-1).concat({value:&quot; &quot;===e[s-2].type?&quot;*&quot;:&quot;&quot;})).replace($,&quot;$1&quot;),t,s&lt;n&amp;&amp;Ee(e.slice(s,n)),n&lt;r&amp;&amp;Ee(e=e.slice(n)),n&lt;r&amp;&amp;xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+&quot; &quot;];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&amp;&amp;!(r=_.exec(a))||(r&amp;&amp;(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&amp;&amp;(n=r.shift(),i.push({value:n,type:r[0].replace($,&quot; &quot;)}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&amp;&amp;!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+&quot; &quot;];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0&lt;(y=i).length,x=0&lt;v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l=&quot;0&quot;,c=e&amp;&amp;[],f=[],p=w,d=e||x&amp;&amp;b.find.TAG(&quot;*&quot;,i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&amp;&amp;(w=t==C||t||i);l!==g&amp;&amp;null!=(o=d[l]);l++){if(x&amp;&amp;o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&amp;&amp;(k=h)}m&amp;&amp;((o=!s&amp;&amp;o)&amp;&amp;u--,e&amp;&amp;c.push(o))}if(u+=l,m&amp;&amp;l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0&lt;u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&amp;&amp;!e&amp;&amp;0&lt;f.length&amp;&amp;1&lt;u+y.length&amp;&amp;se.uniqueSort(r)}return i&amp;&amp;(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l=&quot;function&quot;==typeof e&amp;&amp;e,c=!r&amp;&amp;h(e=l.selector||e);if(n=n||[],1===c.length){if(2&lt;(o=c[0]=c[0].slice(0)).length&amp;&amp;&quot;ID&quot;===(a=o[0]).type&amp;&amp;9===t.nodeType&amp;&amp;E&amp;&amp;b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&amp;&amp;(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&amp;&amp;(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&amp;&amp;ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&amp;&amp;xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&amp;&amp;ye(t.parentNode)||t),n},d.sortStable=S.split(&quot;&quot;).sort(j).join(&quot;&quot;)===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&amp;e.compareDocumentPosition(C.createElement(&quot;fieldset&quot;))}),ce(function(e){return e.innerHTML=&quot;&lt;a href=&#x27;#&#x27;&gt;&lt;/a&gt;&quot;,&quot;#&quot;===e.firstChild.getAttribute(&quot;href&quot;)})||fe(&quot;type|href|height|width&quot;,function(e,t,n){if(!n)return e.getAttribute(t,&quot;type&quot;===t.toLowerCase()?1:2)}),d.attributes&amp;&amp;ce(function(e){return e.innerHTML=&quot;&lt;input/&gt;&quot;,e.firstChild.setAttribute(&quot;value&quot;,&quot;&quot;),&quot;&quot;===e.firstChild.getAttribute(&quot;value&quot;)})||fe(&quot;value&quot;,function(e,t,n){if(!n&amp;&amp;&quot;input&quot;===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute(&quot;disabled&quot;)})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&amp;&amp;r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[&quot;:&quot;]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&amp;&amp;9!==e.nodeType)if(1===e.nodeType){if(i&amp;&amp;S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&amp;&amp;e!==t&amp;&amp;n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&amp;&amp;e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^&lt;([a-z][^\\/\\0&gt;:\\x20\\t\\r\\n\\f]*)[\\x20\\t\\r\\n\\f]*\\/?&gt;(?:&lt;\\/\\1&gt;|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):&quot;string&quot;!=typeof n?S.grep(e,function(e){return-1&lt;i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&amp;&amp;(e=&quot;:not(&quot;+e+&quot;)&quot;),1===t.length&amp;&amp;1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if(&quot;string&quot;!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t&lt;r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t&lt;r;t++)S.find(e,i[t],n);return 1&lt;r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,&quot;string&quot;==typeof e&amp;&amp;k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\\s*(&lt;[\\w\\W]+&gt;)[^&gt;]*|#([\\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,&quot;string&quot;==typeof e){if(!(r=&quot;&lt;&quot;===e[0]&amp;&amp;&quot;&gt;&quot;===e[e.length-1]&amp;&amp;3&lt;=e.length?[null,e,null]:q.exec(e))||!r[1]&amp;&amp;t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&amp;&amp;t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&amp;&amp;S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&amp;&amp;(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&amp;&amp;1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e&lt;n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a=&quot;string&quot;!=typeof e&amp;&amp;S(e);if(!k.test(e))for(;r&lt;i;r++)for(n=this[r];n&amp;&amp;n!==t;n=n.parentNode)if(n.nodeType&lt;11&amp;&amp;(a?-1&lt;a.index(n):1===n.nodeType&amp;&amp;S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1&lt;o.length?S.uniqueSort(o):o)},index:function(e){return e?&quot;string&quot;==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&amp;&amp;this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&amp;&amp;11!==t.nodeType?t:null},parents:function(e){return h(e,&quot;parentNode&quot;)},parentsUntil:function(e,t,n){return h(e,&quot;parentNode&quot;,n)},next:function(e){return O(e,&quot;nextSibling&quot;)},prev:function(e){return O(e,&quot;previousSibling&quot;)},nextAll:function(e){return h(e,&quot;nextSibling&quot;)},prevAll:function(e){return h(e,&quot;previousSibling&quot;)},nextUntil:function(e,t,n){return h(e,&quot;nextSibling&quot;,n)},prevUntil:function(e,t,n){return h(e,&quot;previousSibling&quot;,n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&amp;&amp;r(e.contentDocument)?e.contentDocument:(A(e,&quot;template&quot;)&amp;&amp;(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return&quot;Until&quot;!==r.slice(-5)&amp;&amp;(t=e),t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;(n=S.filter(t,n)),1&lt;this.length&amp;&amp;(H[r]||S.uniqueSort(n),L.test(r)&amp;&amp;n.reverse()),this.pushStack(n)}});var P=/[^\\x20\\t\\r\\n\\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&amp;&amp;m(i=e.promise)?i.call(e).done(t).fail(n):e&amp;&amp;m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r=&quot;string&quot;==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l&lt;s.length)!1===s[l].apply(t[0],t[1])&amp;&amp;r.stopOnFalse&amp;&amp;(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&amp;&amp;(s=t?[]:&quot;&quot;)},f={add:function(){return s&amp;&amp;(t&amp;&amp;!i&amp;&amp;(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&amp;&amp;f.has(t)||s.push(t):t&amp;&amp;t.length&amp;&amp;&quot;string&quot;!==w(t)&amp;&amp;n(t)})}(arguments),t&amp;&amp;!i&amp;&amp;c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1&lt;(n=S.inArray(t,s,n)))s.splice(n,1),n&lt;=l&amp;&amp;l--}),this},has:function(e){return e?-1&lt;S.inArray(e,s):0&lt;s.length},empty:function(){return s&amp;&amp;(s=[]),this},disable:function(){return a=u=[],s=t=&quot;&quot;,this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=&quot;&quot;),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[[&quot;notify&quot;,&quot;progress&quot;,S.Callbacks(&quot;memory&quot;),S.Callbacks(&quot;memory&quot;),2],[&quot;resolve&quot;,&quot;done&quot;,S.Callbacks(&quot;once memory&quot;),S.Callbacks(&quot;once memory&quot;),0,&quot;resolved&quot;],[&quot;reject&quot;,&quot;fail&quot;,S.Callbacks(&quot;once memory&quot;),S.Callbacks(&quot;once memory&quot;),1,&quot;rejected&quot;]],i=&quot;pending&quot;,a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},&quot;catch&quot;:function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&amp;&amp;i[t[4]];s[t[1]](function(){var e=n&amp;&amp;n.apply(this,arguments);e&amp;&amp;m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+&quot;With&quot;](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i&lt;u)){if((e=a.apply(n,r))===o.promise())throw new TypeError(&quot;Thenable self-resolution&quot;);t=e&amp;&amp;(&quot;object&quot;==typeof e||&quot;function&quot;==typeof e)&amp;&amp;e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&amp;&amp;(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&amp;&amp;S.Deferred.exceptionHook(e,t.stackTrace),u&lt;=i+1&amp;&amp;(a!==M&amp;&amp;(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&amp;&amp;(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&amp;&amp;n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+&quot;With&quot;](this===s?void 0:this,arguments),this},s[t[0]+&quot;With&quot;]=n.fireWith}),a.promise(s),e&amp;&amp;e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1&lt;arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n&lt;=1&amp;&amp;(I(e,o.done(a(t)).resolve,o.reject,!n),&quot;pending&quot;===o.state()||m(i[t]&amp;&amp;i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&amp;&amp;C.console.warn&amp;&amp;e&amp;&amp;W.test(e.name)&amp;&amp;C.console.warn(&quot;jQuery.Deferred exception: &quot;+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener(&quot;DOMContentLoaded&quot;,B),C.removeEventListener(&quot;load&quot;,B),S.ready()}S.fn.ready=function(e){return F.then(e)[&quot;catch&quot;](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&amp;&amp;0&lt;--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,&quot;complete&quot;===E.readyState||&quot;loading&quot;!==E.readyState&amp;&amp;!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener(&quot;DOMContentLoaded&quot;,B),C.addEventListener(&quot;load&quot;,B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if(&quot;object&quot;===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&amp;&amp;(i=!0,m(r)||(a=!0),l&amp;&amp;(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s&lt;u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,&quot;ms-&quot;).replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&amp;&amp;(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if(&quot;string&quot;==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&amp;&amp;e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&amp;&amp;(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&amp;&amp;!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\\{[\\w\\W]*\\}|\\[[\\w\\W]*\\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&amp;&amp;1===e.nodeType)if(r=&quot;data-&quot;+t.replace(K,&quot;-$&amp;&quot;).toLowerCase(),&quot;string&quot;==typeof(n=e.getAttribute(r))){try{n=&quot;true&quot;===(i=n)||&quot;false&quot;!==i&amp;&amp;(&quot;null&quot;===i?null:i===+i+&quot;&quot;?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&amp;&amp;o.attributes;if(void 0===n){if(this.length&amp;&amp;(i=Q.get(o),1===o.nodeType&amp;&amp;!Y.get(o,&quot;hasDataAttrs&quot;))){t=a.length;while(t--)a[t]&amp;&amp;0===(r=a[t].name).indexOf(&quot;data-&quot;)&amp;&amp;(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,&quot;hasDataAttrs&quot;,!0)}return i}return&quot;object&quot;==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&amp;&amp;void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1&lt;arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||&quot;fx&quot;)+&quot;queue&quot;,r=Y.get(e,t),n&amp;&amp;(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||&quot;fx&quot;;var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);&quot;inprogress&quot;===i&amp;&amp;(i=n.shift(),r--),i&amp;&amp;(&quot;fx&quot;===t&amp;&amp;n.unshift(&quot;inprogress&quot;),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&amp;&amp;o&amp;&amp;o.empty.fire()},_queueHooks:function(e,t){var n=t+&quot;queueHooks&quot;;return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks(&quot;once memory&quot;).add(function(){Y.remove(e,[t+&quot;queue&quot;,n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return&quot;string&quot;!=typeof t&amp;&amp;(n=t,t=&quot;fx&quot;,e--),arguments.length&lt;e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),&quot;fx&quot;===t&amp;&amp;&quot;inprogress&quot;!==e[0]&amp;&amp;S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||&quot;fx&quot;,[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};&quot;string&quot;!=typeof e&amp;&amp;(t=e,e=void 0),e=e||&quot;fx&quot;;while(a--)(n=Y.get(o[a],e+&quot;queueHooks&quot;))&amp;&amp;n.empty&amp;&amp;(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\\d*\\.|)\\d+(?:[eE][+-]?\\d+|)/.source,te=new RegExp(&quot;^(?:([+-])=|)(&quot;+ee+&quot;)([a-z%]*)$&quot;,&quot;i&quot;),ne=[&quot;Top&quot;,&quot;Right&quot;,&quot;Bottom&quot;,&quot;Left&quot;],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&amp;&amp;(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return&quot;none&quot;===(e=t||e).style.display||&quot;&quot;===e.style.display&amp;&amp;ie(e)&amp;&amp;&quot;none&quot;===S.css(e,&quot;display&quot;)};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,&quot;&quot;)},u=s(),l=n&amp;&amp;n[3]||(S.cssNumber[t]?&quot;&quot;:&quot;px&quot;),c=e.nodeType&amp;&amp;(S.cssNumber[t]||&quot;px&quot;!==l&amp;&amp;+u)&amp;&amp;te.exec(S.css(e,t));if(c&amp;&amp;c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))&lt;=0&amp;&amp;(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&amp;&amp;(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&amp;&amp;(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c&lt;f;c++)(r=e[c]).style&amp;&amp;(n=r.style.display,t?(&quot;none&quot;===n&amp;&amp;(l[c]=Y.get(r,&quot;display&quot;)||null,l[c]||(r.style.display=&quot;&quot;)),&quot;&quot;===r.style.display&amp;&amp;ae(r)&amp;&amp;(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,&quot;display&quot;),o.parentNode.removeChild(o),&quot;none&quot;===u&amp;&amp;(u=&quot;block&quot;),ue[s]=u)))):&quot;none&quot;!==n&amp;&amp;(l[c]=&quot;none&quot;,Y.set(r,&quot;display&quot;,n)));for(c=0;c&lt;f;c++)null!=l[c]&amp;&amp;(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return&quot;boolean&quot;==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/&lt;([a-z][^\\/\\0&gt;\\x20\\t\\r\\n\\f]*)/i,he=/^$|^module$|\\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement(&quot;div&quot;)),(fe=E.createElement(&quot;input&quot;)).setAttribute(&quot;type&quot;,&quot;radio&quot;),fe.setAttribute(&quot;checked&quot;,&quot;checked&quot;),fe.setAttribute(&quot;name&quot;,&quot;t&quot;),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML=&quot;&lt;textarea&gt;x&lt;/textarea&gt;&quot;,y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML=&quot;&lt;option&gt;&lt;/option&gt;&quot;,y.option=!!ce.lastChild;var ge={thead:[1,&quot;&lt;table&gt;&quot;,&quot;&lt;/table&gt;&quot;],col:[2,&quot;&lt;table&gt;&lt;colgroup&gt;&quot;,&quot;&lt;/colgroup&gt;&lt;/table&gt;&quot;],tr:[2,&quot;&lt;table&gt;&lt;tbody&gt;&quot;,&quot;&lt;/tbody&gt;&lt;/table&gt;&quot;],td:[3,&quot;&lt;table&gt;&lt;tbody&gt;&lt;tr&gt;&quot;,&quot;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&quot;],_default:[0,&quot;&quot;,&quot;&quot;]};function ve(e,t){var n;return n=&quot;undefined&quot;!=typeof e.getElementsByTagName?e.getElementsByTagName(t||&quot;*&quot;):&quot;undefined&quot;!=typeof e.querySelectorAll?e.querySelectorAll(t||&quot;*&quot;):[],void 0===t||t&amp;&amp;A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n&lt;r;n++)Y.set(e[n],&quot;globalEval&quot;,!t||Y.get(t[n],&quot;globalEval&quot;))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,&quot;&lt;select multiple=&#x27;multiple&#x27;&gt;&quot;,&quot;&lt;/select&gt;&quot;]);var me=/&lt;|&amp;#?\\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d&lt;h;d++)if((o=e[d])||0===o)if(&quot;object&quot;===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement(&quot;div&quot;)),s=(de.exec(o)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=&quot;&quot;}else p.push(t.createTextNode(o));f.textContent=&quot;&quot;,d=0;while(o=p[d++])if(r&amp;&amp;-1&lt;S.inArray(o,r))i&amp;&amp;i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),&quot;script&quot;),l&amp;&amp;ye(a),n){c=0;while(o=a[c++])he.test(o.type||&quot;&quot;)&amp;&amp;n.push(o)}return f}var be=/^([^.]*)(?:\\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==(&quot;focus&quot;===t)}function Ee(e,t,n,r,i,o){var a,s;if(&quot;object&quot;==typeof t){for(s in&quot;string&quot;!=typeof n&amp;&amp;(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&amp;&amp;null==i?(i=n,r=n=void 0):null==i&amp;&amp;(&quot;string&quot;==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&amp;&amp;(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&amp;e.isTrigger&amp;&amp;this[i]){if(r.length)(S.event.special[i]||{}).delegateType&amp;&amp;e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&amp;&amp;n.value}else r.length&amp;&amp;(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&amp;&amp;S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&amp;&amp;(n=(o=n).handler,i=o.selector),i&amp;&amp;S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return&quot;undefined&quot;!=typeof S&amp;&amp;S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||&quot;&quot;).match(P)||[&quot;&quot;]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||&quot;&quot;).split(&quot;.&quot;).sort(),d&amp;&amp;(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&amp;&amp;S.expr.match.needsContext.test(i),namespace:h.join(&quot;.&quot;)},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&amp;&amp;!1!==f.setup.call(t,r,h,a)||t.addEventListener&amp;&amp;t.addEventListener(d,a)),f.add&amp;&amp;(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&amp;&amp;Y.get(e);if(v&amp;&amp;(u=v.events)){l=(t=(t||&quot;&quot;).match(P)||[&quot;&quot;]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||&quot;&quot;).split(&quot;.&quot;).sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&amp;&amp;new RegExp(&quot;(^|\\\\.)&quot;+h.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;),a=o=p.length;while(o--)c=p[o],!i&amp;&amp;g!==c.origType||n&amp;&amp;n.guid!==c.guid||s&amp;&amp;!s.test(c.namespace)||r&amp;&amp;r!==c.selector&amp;&amp;(&quot;**&quot;!==r||!c.selector)||(p.splice(o,1),c.selector&amp;&amp;p.delegateCount--,f.remove&amp;&amp;f.remove.call(e,c));a&amp;&amp;!p.length&amp;&amp;(f.teardown&amp;&amp;!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&amp;&amp;Y.remove(e,&quot;handle events&quot;)}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,&quot;events&quot;)||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t&lt;arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&amp;&amp;!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&amp;&amp;!u.isImmediatePropagationStopped())u.rnamespace&amp;&amp;!1!==o.namespace&amp;&amp;!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&amp;&amp;!1===(u.result=r)&amp;&amp;(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&amp;&amp;c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&amp;&amp;l.nodeType&amp;&amp;!(&quot;click&quot;===e.type&amp;&amp;1&lt;=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&amp;&amp;(&quot;click&quot;!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n&lt;u;n++)void 0===a[i=(r=t[n]).selector+&quot; &quot;]&amp;&amp;(a[i]=r.needsContext?-1&lt;S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&amp;&amp;o.push(r);o.length&amp;&amp;s.push({elem:l,handlers:o})}return l=this,u&lt;t.length&amp;&amp;s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Se(t,&quot;click&quot;,we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Se(t,&quot;click&quot;),!0},_default:function(e){var t=e.target;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Y.get(t,&quot;click&quot;)||A(t,&quot;a&quot;)}},beforeunload:{postDispatch:function(e){void 0!==e.result&amp;&amp;e.originalEvent&amp;&amp;(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&amp;&amp;e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&amp;&amp;e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&amp;&amp;!1===e.returnValue?we:Te,this.target=e.target&amp;&amp;3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&amp;&amp;S.extend(this,t),this.timeStamp=e&amp;&amp;e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,&quot;char&quot;:!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:&quot;mouseover&quot;,mouseleave:&quot;mouseout&quot;,pointerenter:&quot;pointerover&quot;,pointerleave:&quot;pointerout&quot;},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&amp;&amp;(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&amp;&amp;e.preventDefault&amp;&amp;e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+&quot;.&quot;+r.namespace:r.origType,r.selector,r.handler),this;if(&quot;object&quot;==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&amp;&amp;&quot;function&quot;!=typeof t||(n=t,t=void 0),!1===n&amp;&amp;(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/&lt;script|&lt;style|&lt;link/i,Ae=/checked\\s*(?:[^=]|=\\s*.checked.)/i,Ne=/^\\s*&lt;!(?:\\[CDATA\\[|--)|(?:\\]\\]|--)&gt;\\s*$/g;function je(e,t){return A(e,&quot;table&quot;)&amp;&amp;A(11!==t.nodeType?t:t.firstChild,&quot;tr&quot;)&amp;&amp;S(e).children(&quot;tbody&quot;)[0]||e}function De(e){return e.type=(null!==e.getAttribute(&quot;type&quot;))+&quot;/&quot;+e.type,e}function qe(e){return&quot;true/&quot;===(e.type||&quot;&quot;).slice(0,5)?e.type=e.type.slice(5):e.removeAttribute(&quot;type&quot;),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&amp;&amp;(s=Y.get(e).events))for(i in Y.remove(t,&quot;handle events&quot;),s)for(n=0,r=s[i].length;n&lt;r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&amp;&amp;(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1&lt;f&amp;&amp;&quot;string&quot;==typeof d&amp;&amp;!y.checkClone&amp;&amp;Ae.test(d))return n.each(function(e){var t=n.eq(e);h&amp;&amp;(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&amp;&amp;(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&amp;&amp;(e=t),t||o)){for(s=(a=S.map(ve(e,&quot;script&quot;),De)).length;c&lt;f;c++)u=e,c!==p&amp;&amp;(u=S.clone(u,!0,!0),s&amp;&amp;S.merge(a,ve(u,&quot;script&quot;))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c&lt;s;c++)u=a[c],he.test(u.type||&quot;&quot;)&amp;&amp;!Y.access(u,&quot;globalEval&quot;)&amp;&amp;S.contains(l,u)&amp;&amp;(u.src&amp;&amp;&quot;module&quot;!==(u.type||&quot;&quot;).toLowerCase()?S._evalUrl&amp;&amp;!u.noModule&amp;&amp;S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute(&quot;nonce&quot;)},l):b(u.textContent.replace(Ne,&quot;&quot;),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&amp;&amp;(n&amp;&amp;ie(r)&amp;&amp;ye(ve(r,&quot;script&quot;)),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&amp;&amp;11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r&lt;i;r++)s=o[r],u=a[r],void 0,&quot;input&quot;===(l=u.nodeName.toLowerCase())&amp;&amp;pe.test(s.type)?u.checked=s.checked:&quot;input&quot;!==l&amp;&amp;&quot;textarea&quot;!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r&lt;i;r++)Le(o[r],a[r]);else Le(e,c);return 0&lt;(a=ve(c,&quot;script&quot;)).length&amp;&amp;ye(a,!f&amp;&amp;ve(e,&quot;script&quot;)),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&amp;&amp;(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&amp;&amp;11!==this.nodeType&amp;&amp;9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&amp;&amp;11!==this.nodeType&amp;&amp;9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&amp;&amp;this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&amp;&amp;this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&amp;&amp;(S.cleanData(ve(e,!1)),e.textContent=&quot;&quot;);return this},clone:function(e,t){return e=null!=e&amp;&amp;e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&amp;&amp;1===t.nodeType)return t.innerHTML;if(&quot;string&quot;==typeof e&amp;&amp;!ke.test(e)&amp;&amp;!ge[(de.exec(e)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n&lt;r;n++)1===(t=this[n]||{}).nodeType&amp;&amp;(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&amp;&amp;this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)&lt;0&amp;&amp;(S.cleanData(ve(this)),t&amp;&amp;t.replaceChild(e,this))},n)}}),S.each({appendTo:&quot;append&quot;,prependTo:&quot;prepend&quot;,insertBefore:&quot;before&quot;,insertAfter:&quot;after&quot;,replaceAll:&quot;replaceWith&quot;},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o&lt;=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp(&quot;^(&quot;+ee+&quot;)(?!px)[a-z%]+$&quot;,&quot;i&quot;),Re=function(e){var t=e.ownerDocument.defaultView;return t&amp;&amp;t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join(&quot;|&quot;),&quot;i&quot;);function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&amp;&amp;(&quot;&quot;!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&amp;&amp;Pe.test(a)&amp;&amp;Ie.test(t)&amp;&amp;(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+&quot;&quot;:a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText=&quot;position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0&quot;,l.style.cssText=&quot;position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%&quot;,re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n=&quot;1%&quot;!==e.top,s=12===t(e.marginLeft),l.style.right=&quot;60%&quot;,o=36===t(e.right),r=36===t(e.width),l.style.position=&quot;absolute&quot;,i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement(&quot;div&quot;),l=E.createElement(&quot;div&quot;);l.style&amp;&amp;(l.style.backgroundClip=&quot;content-box&quot;,l.cloneNode(!0).style.backgroundClip=&quot;&quot;,y.clearCloneStyle=&quot;content-box&quot;===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&amp;&amp;(e=E.createElement(&quot;table&quot;),t=E.createElement(&quot;tr&quot;),n=E.createElement(&quot;div&quot;),e.style.cssText=&quot;position:absolute;left:-11111px;border-collapse:separate&quot;,t.style.cssText=&quot;border:1px solid&quot;,t.style.height=&quot;1px&quot;,n.style.height=&quot;9px&quot;,n.style.display=&quot;block&quot;,re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=[&quot;Webkit&quot;,&quot;Moz&quot;,&quot;ms&quot;],$e=E.createElement(&quot;div&quot;).style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:&quot;absolute&quot;,visibility:&quot;hidden&quot;,display:&quot;block&quot;},Ge={letterSpacing:&quot;0&quot;,fontWeight:&quot;400&quot;};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||&quot;px&quot;):t}function Qe(e,t,n,r,i,o){var a=&quot;width&quot;===t?1:0,s=0,u=0;if(n===(r?&quot;border&quot;:&quot;content&quot;))return 0;for(;a&lt;4;a+=2)&quot;margin&quot;===n&amp;&amp;(u+=S.css(e,n+ne[a],!0,i)),r?(&quot;content&quot;===n&amp;&amp;(u-=S.css(e,&quot;padding&quot;+ne[a],!0,i)),&quot;margin&quot;!==n&amp;&amp;(u-=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i))):(u+=S.css(e,&quot;padding&quot;+ne[a],!0,i),&quot;padding&quot;!==n?u+=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i):s+=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i));return!r&amp;&amp;0&lt;=o&amp;&amp;(u+=Math.max(0,Math.ceil(e[&quot;offset&quot;+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&amp;&amp;&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,r),o=i,a=We(e,t,r),s=&quot;offset&quot;+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a=&quot;auto&quot;}return(!y.boxSizingReliable()&amp;&amp;i||!y.reliableTrDimensions()&amp;&amp;A(e,&quot;tr&quot;)||&quot;auto&quot;===a||!parseFloat(a)&amp;&amp;&quot;inline&quot;===S.css(e,&quot;display&quot;,!1,r))&amp;&amp;e.getClientRects().length&amp;&amp;(i=&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,r),(o=s in e)&amp;&amp;(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?&quot;border&quot;:&quot;content&quot;),o,r,a)+&quot;px&quot;}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,&quot;opacity&quot;);return&quot;&quot;===n?&quot;1&quot;:n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&amp;&amp;3!==e.nodeType&amp;&amp;8!==e.nodeType&amp;&amp;e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&amp;&amp;&quot;get&quot;in a&amp;&amp;void 0!==(i=a.get(e,!1,r))?i:l[t];&quot;string&quot;===(o=typeof n)&amp;&amp;(i=te.exec(n))&amp;&amp;i[1]&amp;&amp;(n=se(e,t,i),o=&quot;number&quot;),null!=n&amp;&amp;n==n&amp;&amp;(&quot;number&quot;!==o||u||(n+=i&amp;&amp;i[3]||(S.cssNumber[s]?&quot;&quot;:&quot;px&quot;)),y.clearCloneStyle||&quot;&quot;!==n||0!==t.indexOf(&quot;background&quot;)||(l[t]=&quot;inherit&quot;),a&amp;&amp;&quot;set&quot;in a&amp;&amp;void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&amp;&amp;&quot;get&quot;in a&amp;&amp;(i=a.get(e,!0,n)),void 0===i&amp;&amp;(i=We(e,t,r)),&quot;normal&quot;===i&amp;&amp;t in Ge&amp;&amp;(i=Ge[t]),&quot;&quot;===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each([&quot;height&quot;,&quot;width&quot;],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,&quot;display&quot;))||e.getClientRects().length&amp;&amp;e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&amp;&amp;&quot;absolute&quot;===i.position,a=(o||n)&amp;&amp;&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,i),s=n?Qe(e,u,n,a,i):0;return a&amp;&amp;o&amp;&amp;(s-=Math.ceil(e[&quot;offset&quot;+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,&quot;border&quot;,!1,i)-.5)),s&amp;&amp;(r=te.exec(t))&amp;&amp;&quot;px&quot;!==(r[3]||&quot;px&quot;)&amp;&amp;(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,&quot;marginLeft&quot;))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+&quot;px&quot;}),S.each({margin:&quot;&quot;,padding:&quot;&quot;,border:&quot;Width&quot;},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r=&quot;string&quot;==typeof e?e.split(&quot; &quot;):[e];t&lt;4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},&quot;margin&quot;!==i&amp;&amp;(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a&lt;i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1&lt;arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?&quot;&quot;:&quot;px&quot;)},cur:function(){var e=Ke.propHooks[this.prop];return e&amp;&amp;e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&amp;&amp;this.options.step.call(this.elem,this.now,this),n&amp;&amp;n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&amp;&amp;null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,&quot;&quot;))&amp;&amp;&quot;auto&quot;!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&amp;&amp;null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&amp;&amp;e.elem.parentNode&amp;&amp;(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:&quot;swing&quot;},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&amp;&amp;(!1===E.hidden&amp;&amp;C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r&lt;4;r+=2-t)i[&quot;margin&quot;+(n=ne[r])]=i[&quot;padding&quot;+n]=e;return t&amp;&amp;(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners[&quot;*&quot;]),o=0,a=i.length;o&lt;a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r&lt;i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n&lt;1&amp;&amp;i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t&lt;n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&amp;&amp;(i=o[1],o=e[n]=o[0]),n!==r&amp;&amp;(e[r]=o,delete e[n]),(a=S.cssHooks[r])&amp;&amp;&quot;expand&quot;in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r&lt;i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&amp;&amp;(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&amp;&amp;l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{&quot;*&quot;:[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=[&quot;*&quot;]):e=e.match(P);for(var n,r=0,i=e.length;r&lt;i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f=&quot;width&quot;in t||&quot;height&quot;in t,p=this,d={},h=e.style,g=e.nodeType&amp;&amp;ae(e),v=Y.get(e,&quot;fxshow&quot;);for(r in n.queue||(null==(a=S._queueHooks(e,&quot;fx&quot;)).unqueued&amp;&amp;(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,&quot;fx&quot;).length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||&quot;toggle&quot;===i,i===(g?&quot;hide&quot;:&quot;show&quot;)){if(&quot;show&quot;!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&amp;&amp;v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&amp;&amp;1===e.nodeType&amp;&amp;(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&amp;&amp;v.display)&amp;&amp;(l=Y.get(e,&quot;display&quot;)),&quot;none&quot;===(c=S.css(e,&quot;display&quot;))&amp;&amp;(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,&quot;display&quot;),le([e]))),(&quot;inline&quot;===c||&quot;inline-block&quot;===c&amp;&amp;null!=l)&amp;&amp;&quot;none&quot;===S.css(e,&quot;float&quot;)&amp;&amp;(u||(p.done(function(){h.display=l}),null==l&amp;&amp;(c=h.display,l=&quot;none&quot;===c?&quot;&quot;:c)),h.display=&quot;inline-block&quot;)),n.overflow&amp;&amp;(h.overflow=&quot;hidden&quot;,p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?&quot;hidden&quot;in v&amp;&amp;(g=v.hidden):v=Y.access(e,&quot;fxshow&quot;,{display:l}),o&amp;&amp;(v.hidden=!g),g&amp;&amp;le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,&quot;fxshow&quot;),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&amp;&amp;(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&amp;&amp;&quot;object&quot;==typeof e?S.extend({},e):{complete:n||!n&amp;&amp;t||m(e)&amp;&amp;e,duration:e,easing:n&amp;&amp;t||t&amp;&amp;!m(t)&amp;&amp;t};return S.fx.off?r.duration=0:&quot;number&quot;!=typeof r.duration&amp;&amp;(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&amp;&amp;!0!==r.queue||(r.queue=&quot;fx&quot;),r.old=r.complete,r.complete=function(){m(r.old)&amp;&amp;r.old.call(this),r.queue&amp;&amp;S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css(&quot;opacity&quot;,0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,&quot;finish&quot;))&amp;&amp;e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return&quot;string&quot;!=typeof i&amp;&amp;(o=e,e=i,i=void 0),e&amp;&amp;this.queue(i||&quot;fx&quot;,[]),this.each(function(){var e=!0,t=null!=i&amp;&amp;i+&quot;queueHooks&quot;,n=S.timers,r=Y.get(this);if(t)r[t]&amp;&amp;r[t].stop&amp;&amp;a(r[t]);else for(t in r)r[t]&amp;&amp;r[t].stop&amp;&amp;it.test(t)&amp;&amp;a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&amp;&amp;n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&amp;&amp;o||S.dequeue(this,i)})},finish:function(a){return!1!==a&amp;&amp;(a=a||&quot;fx&quot;),this.each(function(){var e,t=Y.get(this),n=t[a+&quot;queue&quot;],r=t[a+&quot;queueHooks&quot;],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&amp;&amp;r.stop&amp;&amp;r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&amp;&amp;i[e].queue===a&amp;&amp;(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e&lt;o;e++)n[e]&amp;&amp;n[e].finish&amp;&amp;n[e].finish.call(this);delete t.finish})}}),S.each([&quot;toggle&quot;,&quot;show&quot;,&quot;hide&quot;],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||&quot;boolean&quot;==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st(&quot;show&quot;),slideUp:st(&quot;hide&quot;),slideToggle:st(&quot;toggle&quot;),fadeIn:{opacity:&quot;show&quot;},fadeOut:{opacity:&quot;hide&quot;},fadeToggle:{opacity:&quot;toggle&quot;}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t&lt;n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&amp;&amp;S.fx.speeds[r]||r,e=e||&quot;fx&quot;,this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement(&quot;input&quot;),nt=E.createElement(&quot;select&quot;).appendChild(E.createElement(&quot;option&quot;)),tt.type=&quot;checkbox&quot;,y.checkOn=&quot;&quot;!==tt.value,y.optSelected=nt.selected,(tt=E.createElement(&quot;input&quot;)).value=&quot;t&quot;,tt.type=&quot;radio&quot;,y.radioValue=&quot;t&quot;===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1&lt;arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&amp;&amp;8!==o&amp;&amp;2!==o)return&quot;undefined&quot;==typeof e.getAttribute?S.prop(e,t,n):(1===o&amp;&amp;S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&amp;&amp;&quot;set&quot;in i&amp;&amp;void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+&quot;&quot;),n):i&amp;&amp;&quot;get&quot;in i&amp;&amp;null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&amp;&amp;&quot;radio&quot;===t&amp;&amp;A(e,&quot;input&quot;)){var n=e.value;return e.setAttribute(&quot;type&quot;,t),n&amp;&amp;(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&amp;&amp;t.match(P);if(i&amp;&amp;1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(&quot; &quot;)}function gt(e){return e.getAttribute&amp;&amp;e.getAttribute(&quot;class&quot;)||&quot;&quot;}function vt(e){return Array.isArray(e)?e:&quot;string&quot;==typeof e&amp;&amp;e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1&lt;arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&amp;&amp;8!==o&amp;&amp;2!==o)return 1===o&amp;&amp;S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&amp;&amp;&quot;set&quot;in i&amp;&amp;void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&amp;&amp;&quot;get&quot;in i&amp;&amp;null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,&quot;tabindex&quot;);return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&amp;&amp;e.href?0:-1}}},propFix:{&quot;for&quot;:&quot;htmlFor&quot;,&quot;class&quot;:&quot;className&quot;}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&amp;&amp;t.parentNode&amp;&amp;t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&amp;&amp;(t.selectedIndex,t.parentNode&amp;&amp;t.parentNode.selectedIndex)}}),S.each([&quot;tabIndex&quot;,&quot;readOnly&quot;,&quot;maxLength&quot;,&quot;cellSpacing&quot;,&quot;cellPadding&quot;,&quot;rowSpan&quot;,&quot;colSpan&quot;,&quot;useMap&quot;,&quot;frameBorder&quot;,&quot;contentEditable&quot;],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&amp;&amp;&quot; &quot;+ht(i)+&quot; &quot;){a=0;while(o=e[a++])r.indexOf(&quot; &quot;+o+&quot; &quot;)&lt;0&amp;&amp;(r+=o+&quot; &quot;);i!==(s=ht(r))&amp;&amp;n.setAttribute(&quot;class&quot;,s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr(&quot;class&quot;,&quot;&quot;);if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&amp;&amp;&quot; &quot;+ht(i)+&quot; &quot;){a=0;while(o=e[a++])while(-1&lt;r.indexOf(&quot; &quot;+o+&quot; &quot;))r=r.replace(&quot; &quot;+o+&quot; &quot;,&quot; &quot;);i!==(s=ht(r))&amp;&amp;n.setAttribute(&quot;class&quot;,s)}return this},toggleClass:function(i,t){var o=typeof i,a=&quot;string&quot;===o||Array.isArray(i);return&quot;boolean&quot;==typeof t&amp;&amp;a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&amp;&amp;&quot;boolean&quot;!==o||((e=gt(this))&amp;&amp;Y.set(this,&quot;__className__&quot;,e),this.setAttribute&amp;&amp;this.setAttribute(&quot;class&quot;,e||!1===i?&quot;&quot;:Y.get(this,&quot;__className__&quot;)||&quot;&quot;))})},hasClass:function(e){var t,n,r=0;t=&quot; &quot;+e+&quot; &quot;;while(n=this[r++])if(1===n.nodeType&amp;&amp;-1&lt;(&quot; &quot;+ht(gt(n))+&quot; &quot;).indexOf(t))return!0;return!1}});var yt=/\\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&amp;&amp;(null==(t=i?n.call(this,e,S(this).val()):n)?t=&quot;&quot;:&quot;number&quot;==typeof t?t+=&quot;&quot;:Array.isArray(t)&amp;&amp;(t=S.map(t,function(e){return null==e?&quot;&quot;:e+&quot;&quot;})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&amp;&amp;&quot;set&quot;in r&amp;&amp;void 0!==r.set(this,t,&quot;value&quot;)||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&amp;&amp;&quot;get&quot;in r&amp;&amp;void 0!==(e=r.get(t,&quot;value&quot;))?e:&quot;string&quot;==typeof(e=t.value)?e.replace(yt,&quot;&quot;):null==e?&quot;&quot;:e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,&quot;value&quot;);return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a=&quot;select-one&quot;===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o&lt;0?u:a?o:0;r&lt;u;r++)if(((n=i[r]).selected||r===o)&amp;&amp;!n.disabled&amp;&amp;(!n.parentNode.disabled||!A(n.parentNode,&quot;optgroup&quot;))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1&lt;S.inArray(S.valHooks.option.get(r),o))&amp;&amp;(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each([&quot;radio&quot;,&quot;checkbox&quot;],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1&lt;S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute(&quot;value&quot;)?&quot;on&quot;:e.value})}),y.focusin=&quot;onfocusin&quot;in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,&quot;type&quot;)?e.type:e,h=v.call(e,&quot;namespace&quot;)?e.namespace.split(&quot;.&quot;):[];if(o=f=a=n=n||E,3!==n.nodeType&amp;&amp;8!==n.nodeType&amp;&amp;!mt.test(d+S.event.triggered)&amp;&amp;(-1&lt;d.indexOf(&quot;.&quot;)&amp;&amp;(d=(h=d.split(&quot;.&quot;)).shift(),h.sort()),u=d.indexOf(&quot;:&quot;)&lt;0&amp;&amp;&quot;on&quot;+d,(e=e[S.expando]?e:new S.Event(d,&quot;object&quot;==typeof e&amp;&amp;e)).isTrigger=r?2:3,e.namespace=h.join(&quot;.&quot;),e.rnamespace=e.namespace?new RegExp(&quot;(^|\\\\.)&quot;+h.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&amp;&amp;!c.noBubble&amp;&amp;!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&amp;&amp;p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&amp;&amp;!e.isPropagationStopped())f=o,e.type=1&lt;i?s:c.bindType||d,(l=(Y.get(o,&quot;events&quot;)||Object.create(null))[e.type]&amp;&amp;Y.get(o,&quot;handle&quot;))&amp;&amp;l.apply(o,t),(l=u&amp;&amp;o[u])&amp;&amp;l.apply&amp;&amp;V(o)&amp;&amp;(e.result=l.apply(o,t),!1===e.result&amp;&amp;e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&amp;&amp;!1!==c._default.apply(p.pop(),t)||!V(n)||u&amp;&amp;m(n[d])&amp;&amp;!x(n)&amp;&amp;((a=n[u])&amp;&amp;(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&amp;&amp;f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&amp;&amp;f.removeEventListener(d,xt),S.event.triggered=void 0,a&amp;&amp;(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\\?/;S.parseXML=function(e){var t,n;if(!e||&quot;string&quot;!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,&quot;text/xml&quot;)}catch(e){}return n=t&amp;&amp;t.getElementsByTagName(&quot;parsererror&quot;)[0],t&amp;&amp;!n||S.error(&quot;Invalid XML: &quot;+(n?S.map(n.childNodes,function(e){return e.textContent}).join(&quot;\\n&quot;):e)),t};var Ct=/\\[\\]$/,Et=/\\r?\\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+&quot;[&quot;+(&quot;object&quot;==typeof t&amp;&amp;null!=t?e:&quot;&quot;)+&quot;]&quot;,t,r,i)});else if(r||&quot;object&quot;!==w(e))i(n,e);else for(t in e)At(n+&quot;[&quot;+t+&quot;]&quot;,e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+&quot;=&quot;+encodeURIComponent(null==n?&quot;&quot;:n)};if(null==e)return&quot;&quot;;if(Array.isArray(e)||e.jquery&amp;&amp;!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join(&quot;&amp;&quot;)},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,&quot;elements&quot;);return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&amp;&amp;!S(this).is(&quot;:disabled&quot;)&amp;&amp;kt.test(this.nodeName)&amp;&amp;!St.test(e)&amp;&amp;(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,&quot;\\r\\n&quot;)}}):{name:t.name,value:n.replace(Et,&quot;\\r\\n&quot;)}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&amp;])_=[^&amp;]*/,qt=/^(.*?):[ \\t]*([^\\r\\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\\/\\//,Ot={},Pt={},Rt=&quot;*/&quot;.concat(&quot;*&quot;),Mt=E.createElement(&quot;a&quot;);function It(o){return function(e,t){&quot;string&quot;!=typeof e&amp;&amp;(t=e,e=&quot;*&quot;);var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])&quot;+&quot;===n[0]?(n=n.slice(1)||&quot;*&quot;,(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return&quot;string&quot;!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s[&quot;*&quot;]&amp;&amp;l(&quot;*&quot;)}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&amp;&amp;((i[n]?e:r||(r={}))[n]=t[n]);return r&amp;&amp;S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:&quot;GET&quot;,isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:&quot;application/x-www-form-urlencoded; charset=UTF-8&quot;,accepts:{&quot;*&quot;:Rt,text:&quot;text/plain&quot;,html:&quot;text/html&quot;,xml:&quot;application/xml, text/xml&quot;,json:&quot;application/json, text/javascript&quot;},contents:{xml:/\\bxml\\b/,html:/\\bhtml/,json:/\\bjson\\b/},responseFields:{xml:&quot;responseXML&quot;,text:&quot;responseText&quot;,json:&quot;responseJSON&quot;},converters:{&quot;* text&quot;:String,&quot;text html&quot;:!0,&quot;text json&quot;:JSON.parse,&quot;text xml&quot;:S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){&quot;object&quot;==typeof e&amp;&amp;(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&amp;&amp;(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks(&quot;once memory&quot;),w=v.statusCode||{},a={},s={},u=&quot;canceled&quot;,T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+&quot; &quot;]=(n[t[1].toLowerCase()+&quot; &quot;]||[]).concat(t[2])}t=n[e.toLowerCase()+&quot; &quot;]}return null==t?null:t.join(&quot;, &quot;)},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&amp;&amp;(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&amp;&amp;(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&amp;&amp;c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+&quot;&quot;).replace(Ht,bt.protocol+&quot;//&quot;),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||&quot;*&quot;).toLowerCase().match(P)||[&quot;&quot;],null==v.crossDomain){r=E.createElement(&quot;a&quot;);try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+&quot;//&quot;+Mt.host!=r.protocol+&quot;//&quot;+r.host}catch(e){v.crossDomain=!0}}if(v.data&amp;&amp;v.processData&amp;&amp;&quot;string&quot;!=typeof v.data&amp;&amp;(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&amp;&amp;v.global)&amp;&amp;0==S.active++&amp;&amp;S.event.trigger(&quot;ajaxStart&quot;),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,&quot;&quot;),v.hasContent?v.data&amp;&amp;v.processData&amp;&amp;0===(v.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;(v.data=v.data.replace(Nt,&quot;+&quot;)):(o=v.url.slice(f.length),v.data&amp;&amp;(v.processData||&quot;string&quot;==typeof v.data)&amp;&amp;(f+=(Tt.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+v.data,delete v.data),!1===v.cache&amp;&amp;(f=f.replace(Dt,&quot;$1&quot;),o=(Tt.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+&quot;_=&quot;+wt.guid+++o),v.url=f+o),v.ifModified&amp;&amp;(S.lastModified[f]&amp;&amp;T.setRequestHeader(&quot;If-Modified-Since&quot;,S.lastModified[f]),S.etag[f]&amp;&amp;T.setRequestHeader(&quot;If-None-Match&quot;,S.etag[f])),(v.data&amp;&amp;v.hasContent&amp;&amp;!1!==v.contentType||t.contentType)&amp;&amp;T.setRequestHeader(&quot;Content-Type&quot;,v.contentType),T.setRequestHeader(&quot;Accept&quot;,v.dataTypes[0]&amp;&amp;v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+(&quot;*&quot;!==v.dataTypes[0]?&quot;, &quot;+Rt+&quot;; q=0.01&quot;:&quot;&quot;):v.accepts[&quot;*&quot;]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&amp;&amp;(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u=&quot;abort&quot;,b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&amp;&amp;m.trigger(&quot;ajaxSend&quot;,[T,v]),h)return T;v.async&amp;&amp;0&lt;v.timeout&amp;&amp;(d=C.setTimeout(function(){T.abort(&quot;timeout&quot;)},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,&quot;No Transport&quot;);function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&amp;&amp;C.clearTimeout(d),c=void 0,p=r||&quot;&quot;,T.readyState=0&lt;e?4:0,i=200&lt;=e&amp;&amp;e&lt;300||304===e,n&amp;&amp;(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while(&quot;*&quot;===u[0])u.shift(),void 0===r&amp;&amp;(r=e.mimeType||t.getResponseHeader(&quot;Content-Type&quot;));if(r)for(i in s)if(s[i]&amp;&amp;s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+&quot; &quot;+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&amp;&amp;u.unshift(o),n[o]}(v,T,n)),!i&amp;&amp;-1&lt;S.inArray(&quot;script&quot;,v.dataTypes)&amp;&amp;S.inArray(&quot;json&quot;,v.dataTypes)&lt;0&amp;&amp;(v.converters[&quot;text script&quot;]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&amp;&amp;(n[e.responseFields[o]]=t),!u&amp;&amp;r&amp;&amp;e.dataFilter&amp;&amp;(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if(&quot;*&quot;===o)o=u;else if(&quot;*&quot;!==u&amp;&amp;u!==o){if(!(a=l[u+&quot; &quot;+o]||l[&quot;* &quot;+o]))for(i in l)if((s=i.split(&quot; &quot;))[1]===o&amp;&amp;(a=l[u+&quot; &quot;+s[0]]||l[&quot;* &quot;+s[0]])){!0===a?a=l[i]:!0!==l[i]&amp;&amp;(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&amp;&amp;e[&quot;throws&quot;])t=a(t);else try{t=a(t)}catch(e){return{state:&quot;parsererror&quot;,error:a?e:&quot;No conversion from &quot;+u+&quot; to &quot;+o}}}return{state:&quot;success&quot;,data:t}}(v,s,T,i),i?(v.ifModified&amp;&amp;((u=T.getResponseHeader(&quot;Last-Modified&quot;))&amp;&amp;(S.lastModified[f]=u),(u=T.getResponseHeader(&quot;etag&quot;))&amp;&amp;(S.etag[f]=u)),204===e||&quot;HEAD&quot;===v.type?l=&quot;nocontent&quot;:304===e?l=&quot;notmodified&quot;:(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&amp;&amp;l||(l=&quot;error&quot;,e&lt;0&amp;&amp;(e=0))),T.status=e,T.statusText=(t||l)+&quot;&quot;,i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&amp;&amp;m.trigger(i?&quot;ajaxSuccess&quot;:&quot;ajaxError&quot;,[T,v,i?o:a]),b.fireWith(y,[T,l]),g&amp;&amp;(m.trigger(&quot;ajaxComplete&quot;,[T,v]),--S.active||S.event.trigger(&quot;ajaxStop&quot;)))}return T},getJSON:function(e,t,n){return S.get(e,t,n,&quot;json&quot;)},getScript:function(e,t){return S.get(e,void 0,t,&quot;script&quot;)}}),S.each([&quot;get&quot;,&quot;post&quot;],function(e,i){S[i]=function(e,t,n,r){return m(t)&amp;&amp;(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&amp;&amp;e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)&quot;content-type&quot;===t.toLowerCase()&amp;&amp;(e.contentType=e.headers[t]||&quot;&quot;)}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:&quot;GET&quot;,dataType:&quot;script&quot;,cache:!0,async:!1,global:!1,converters:{&quot;text script&quot;:function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&amp;&amp;(m(e)&amp;&amp;(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&amp;&amp;t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not(&quot;body&quot;).each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&amp;&amp;&quot;withCredentials&quot;in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&amp;&amp;!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&amp;&amp;r.overrideMimeType&amp;&amp;r.overrideMimeType(i.mimeType),i.crossDomain||e[&quot;X-Requested-With&quot;]||(e[&quot;X-Requested-With&quot;]=&quot;XMLHttpRequest&quot;),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&amp;&amp;(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,&quot;abort&quot;===e?r.abort():&quot;error&quot;===e?&quot;number&quot;!=typeof r.status?t(0,&quot;error&quot;):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,&quot;text&quot;!==(r.responseType||&quot;text&quot;)||&quot;string&quot;!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o(&quot;error&quot;),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&amp;&amp;C.setTimeout(function(){o&amp;&amp;a()})},o=o(&quot;abort&quot;);try{r.send(i.hasContent&amp;&amp;i.data||null)}catch(e){if(o)throw e}},abort:function(){o&amp;&amp;o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&amp;&amp;(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:&quot;text/javascript, application/javascript, application/ecmascript, application/x-ecmascript&quot;},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{&quot;text script&quot;:function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter(&quot;script&quot;,function(e){void 0===e.cache&amp;&amp;(e.cache=!1),e.crossDomain&amp;&amp;(e.type=&quot;GET&quot;)}),S.ajaxTransport(&quot;script&quot;,function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S(&quot;&lt;script&gt;&quot;).attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on(&quot;load error&quot;,i=function(e){r.remove(),i=null,e&amp;&amp;t(&quot;error&quot;===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&amp;&amp;i()}}});var _t,zt=[],Ut=/(=)\\?(?=&amp;|$)|\\?\\?/;S.ajaxSetup({jsonp:&quot;callback&quot;,jsonpCallback:function(){var e=zt.pop()||S.expando+&quot;_&quot;+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter(&quot;json jsonp&quot;,function(e,t,n){var r,i,o,a=!1!==e.jsonp&amp;&amp;(Ut.test(e.url)?&quot;url&quot;:&quot;string&quot;==typeof e.data&amp;&amp;0===(e.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;Ut.test(e.data)&amp;&amp;&quot;data&quot;);if(a||&quot;jsonp&quot;===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,&quot;$1&quot;+r):!1!==e.jsonp&amp;&amp;(e.url+=(Tt.test(e.url)?&quot;&amp;&quot;:&quot;?&quot;)+e.jsonp+&quot;=&quot;+r),e.converters[&quot;script json&quot;]=function(){return o||S.error(r+&quot; was not called&quot;),o[0]},e.dataTypes[0]=&quot;json&quot;,i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&amp;&amp;(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&amp;&amp;m(i)&amp;&amp;i(o[0]),o=i=void 0}),&quot;script&quot;}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument(&quot;&quot;).body).innerHTML=&quot;&lt;form&gt;&lt;/form&gt;&lt;form&gt;&lt;/form&gt;&quot;,2===_t.childNodes.length),S.parseHTML=function(e,t,n){return&quot;string&quot;!=typeof e?[]:(&quot;boolean&quot;==typeof t&amp;&amp;(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument(&quot;&quot;)).createElement(&quot;base&quot;)).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&amp;&amp;[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&amp;&amp;o.length&amp;&amp;S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(&quot; &quot;);return-1&lt;s&amp;&amp;(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;(i=&quot;POST&quot;),0&lt;a.length&amp;&amp;S.ajax({url:e,type:i||&quot;GET&quot;,dataType:&quot;html&quot;,data:t}).done(function(e){o=arguments,a.html(r?S(&quot;&lt;div&gt;&quot;).append(S.parseHTML(e)).find(r):e)}).always(n&amp;&amp;function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,&quot;position&quot;),c=S(e),f={};&quot;static&quot;===l&amp;&amp;(e.style.position=&quot;relative&quot;),s=c.offset(),o=S.css(e,&quot;top&quot;),u=S.css(e,&quot;left&quot;),(&quot;absolute&quot;===l||&quot;fixed&quot;===l)&amp;&amp;-1&lt;(o+u).indexOf(&quot;auto&quot;)?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&amp;&amp;(t=t.call(e,n,S.extend({},s))),null!=t.top&amp;&amp;(f.top=t.top-s.top+a),null!=t.left&amp;&amp;(f.left=t.left-s.left+i),&quot;using&quot;in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if(&quot;fixed&quot;===S.css(r,&quot;position&quot;))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&amp;&amp;(e===n.body||e===n.documentElement)&amp;&amp;&quot;static&quot;===S.css(e,&quot;position&quot;))e=e.parentNode;e&amp;&amp;e!==r&amp;&amp;1===e.nodeType&amp;&amp;((i=S(e).offset()).top+=S.css(e,&quot;borderTopWidth&quot;,!0),i.left+=S.css(e,&quot;borderLeftWidth&quot;,!0))}return{top:t.top-i.top-S.css(r,&quot;marginTop&quot;,!0),left:t.left-i.left-S.css(r,&quot;marginLeft&quot;,!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&amp;&amp;&quot;static&quot;===S.css(e,&quot;position&quot;))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:&quot;pageXOffset&quot;,scrollTop:&quot;pageYOffset&quot;},function(t,i){var o=&quot;pageYOffset&quot;===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&amp;&amp;(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each([&quot;top&quot;,&quot;left&quot;],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+&quot;px&quot;:t})}),S.each({Height:&quot;height&quot;,Width:&quot;width&quot;},function(a,s){S.each({padding:&quot;inner&quot;+a,content:s,&quot;&quot;:&quot;outer&quot;+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&amp;&amp;(r||&quot;boolean&quot;!=typeof e),i=r||(!0===e||!0===t?&quot;margin&quot;:&quot;border&quot;);return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf(&quot;outer&quot;)?e[&quot;inner&quot;+a]:e.document.documentElement[&quot;client&quot;+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body[&quot;scroll&quot;+a],r[&quot;scroll&quot;+a],e.body[&quot;offset&quot;+a],r[&quot;offset&quot;+a],r[&quot;client&quot;+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each([&quot;ajaxStart&quot;,&quot;ajaxStop&quot;,&quot;ajaxComplete&quot;,&quot;ajaxError&quot;,&quot;ajaxSuccess&quot;,&quot;ajaxSend&quot;],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,&quot;**&quot;):this.off(t,e||&quot;**&quot;,n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each(&quot;blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu&quot;.split(&quot; &quot;),function(e,n){S.fn[n]=function(e,t){return 0&lt;arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\\s\\uFEFF\\xA0]+|[\\s\\uFEFF\\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if(&quot;string&quot;==typeof t&amp;&amp;(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return(&quot;number&quot;===t||&quot;string&quot;===t)&amp;&amp;!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?&quot;&quot;:(e+&quot;&quot;).replace(Xt,&quot;&quot;)},&quot;function&quot;==typeof define&amp;&amp;define.amd&amp;&amp;define(&quot;jquery&quot;,[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&amp;&amp;(C.$=Gt),e&amp;&amp;C.jQuery===S&amp;&amp;(C.jQuery=Vt),S},&quot;undefined&quot;==typeof e&amp;&amp;(C.jQuery=C.$=S),S});\n",
       ";\n",
       "    &lt;/script&gt;\n",
       "    &lt;script&gt;\n",
       "      function brainsprite(d){function a(f,e){f.imageSmoothingEnabled=e;return f}var b={};var c={nanValue:false,smooth:false,flagValue:false,colorBackground:&quot;#000000&quot;,flagCoordinates:false,origin:{X:0,Y:0,Z:0},voxelSize:1,affine:false,heightColorBar:0.04,sizeFont:0.075,colorFont:&quot;#FFFFFF&quot;,nbDecimals:3,crosshair:false,colorCrosshair:&quot;#0000FF&quot;,sizeCrosshair:0.9,title:false,numSlice:false,};var b=Object.assign({},c,d);if(typeof b.affine===&quot;boolean&quot;&amp;&amp;b.affine===false){b.affine=[[b.voxelSize,0,0,-b.origin.X],[0,b.voxelSize,0,-b.origin.Y],[0,0,b.voxelSize,-b.origin.Z],[0,0,0,1]]}b.canvas=document.getElementById(d.canvas);b.context=b.canvas.getContext(&quot;2d&quot;);b.context=a(b.context,b.smooth);b.canvasY=document.createElement(&quot;canvas&quot;);b.contextY=b.canvasY.getContext(&quot;2d&quot;);b.canvasZ=document.createElement(&quot;canvas&quot;);b.contextZ=b.canvasZ.getContext(&quot;2d&quot;);b.canvasRead=document.createElement(&quot;canvas&quot;);b.contextRead=b.canvasRead.getContext(&quot;2d&quot;);b.canvasRead.width=1;b.canvasRead.height=1;b.onclick=typeof d.onclick!==&quot;undefined&quot;?d.onclick:&quot;&quot;;if(b.flagCoordinates){b.spaceFont=0.1}else{b.spaceFont=0}b.sprite=document.getElementById(d.sprite);b.nbCol=b.sprite.width/d.nbSlice.Y;b.nbRow=b.sprite.height/d.nbSlice.Z;b.nbSlice={X:typeof d.nbSlice.X!==&quot;undefined&quot;?d.nbSlice.X:b.nbCol*b.nbRow,Y:d.nbSlice.Y,Z:d.nbSlice.Z};b.widthCanvas={X:0,Y:0,Z:0};b.heightCanvas={X:0,Y:0,Z:0,max:0};if(b.numSlice==false){b.numSlice={X:Math.floor(b.nbSlice.X/2),Y:Math.floor(b.nbSlice.Y/2),Z:Math.floor(b.nbSlice.Z/2)}}b.coordinatesSlice={X:0,Y:0,Z:0};b.planes={};b.planes.canvasMaster=document.createElement(&quot;canvas&quot;);b.planes.contextMaster=b.planes.canvasMaster.getContext(&quot;2d&quot;);d.overlay=typeof d.overlay!==&quot;undefined&quot;?d.overlay:false;if(d.overlay){b.overlay={};b.overlay.sprite=document.getElementById(d.overlay.sprite);b.overlay.nbCol=b.overlay.sprite.width/d.overlay.nbSlice.Y;b.overlay.nbRow=b.overlay.sprite.height/d.overlay.nbSlice.Z;b.overlay.nbSlice={X:typeof d.overlay.nbSlice.X!==&quot;undefined&quot;?d.overlay.nbSlice.X:b.overlay.nbCol*b.overlay.nbRow,Y:d.overlay.nbSlice.Y,Z:d.overlay.nbSlice.Z};b.overlay.opacity=typeof d.overlay.opacity!==&quot;undefined&quot;?d.overlay.opacity:1}d.colorMap=typeof d.colorMap!==&quot;undefined&quot;?d.colorMap:false;if(d.colorMap){b.colorMap={};b.colorMap.img=document.getElementById(d.colorMap.img);b.colorMap.min=d.colorMap.min;b.colorMap.max=d.colorMap.max;d.colorMap.hide=typeof d.colorMap.hide!==&quot;undefined&quot;?d.colorMap.hide:false;b.colorMap.canvas=document.createElement(&quot;canvas&quot;);b.colorMap.context=b.colorMap.canvas.getContext(&quot;2d&quot;);b.colorMap.canvas.width=b.colorMap.img.width;b.colorMap.canvas.height=b.colorMap.img.height;b.colorMap.context.drawImage(b.colorMap.img,0,0,b.colorMap.img.width,b.colorMap.img.height,0,0,b.colorMap.img.width,b.colorMap.img.height)}b.getValue=function(i,h){if(!h){return NaN}var f,l,e,j,k,g;e=h.canvas.width;j=NaN;k=Infinity;for(xx=0;xx&lt;e;xx++){f=h.context.getImageData(xx,0,1,1).data;l=Math.pow(f[0]-i[0],2)+Math.pow(f[1]-i[1],2)+Math.pow(f[2]-i[2],2);if(l&lt;k){j=xx;k=l}}g=(j*(h.max-h.min)/(e-1))+h.min;return g};b.updateValue=function(){var h={};var f=[];var e=[];if(b.overlay&amp;&amp;!b.nanValue){try{h.XW=Math.round((b.numSlice.X)%b.nbCol);h.XH=Math.round((b.numSlice.X-h.XW)/b.nbCol);b.contextRead.fillStyle=&quot;#FFFFFF&quot;;b.contextRead.fillRect(0,0,1,1);b.contextRead.drawImage(b.overlay.sprite,h.XW*b.nbSlice.Y+b.numSlice.Y,h.XH*b.nbSlice.Z+b.nbSlice.Z-b.numSlice.Z-1,1,1,0,0,1,1);rgb=b.contextRead.getImageData(0,0,1,1).data;f=((rgb[0]==255)&amp;&amp;(rgb[1]==255)&amp;&amp;(rgb[2]==255));b.contextRead.fillStyle=&quot;#000000&quot;;b.contextRead.fillRect(0,0,1,1);b.contextRead.drawImage(b.overlay.sprite,h.XW*b.nbSlice.Y+b.numSlice.Y,h.XH*b.nbSlice.Z+b.nbSlice.Z-b.numSlice.Z-1,1,1,0,0,1,1);rgb=b.contextRead.getImageData(0,0,1,1).data;e=((rgb[0]==0)&amp;&amp;(rgb[1]==0)&amp;&amp;(rgb[2]==0));if(f&amp;&amp;e){b.voxelValue=NaN}else{b.voxelValue=b.getValue(rgb,b.colorMap)}}catch(g){console.warn(g.message);rgb=0;b.nanValue=true;b.voxelValue=NaN}}else{b.voxelValue=NaN}};b.multiply=function(p,o){var l=p.length,h=p[0].length,k=o.length,f=o[0].length,g=new Array(l);for(var e=0;e&lt;l;++e){g[e]=new Array(f);for(var n=0;n&lt;f;++n){g[e][n]=0;for(var j=0;j&lt;h;++j){g[e][n]+=p[e][j]*o[j][n]}}}return g};b.updateCoordinates=function(){coordVoxel=b.multiply(b.affine,[[b.numSlice.X+1],[b.numSlice.Y+1],[b.numSlice.Z+1],[1]]);b.coordinatesSlice.X=coordVoxel[0];b.coordinatesSlice.Y=coordVoxel[1];b.coordinatesSlice.Z=coordVoxel[2]};b.init=function(){b.widthCanvas.X=Math.floor(b.canvas.parentElement.clientWidth*(b.nbSlice.Y/(2*b.nbSlice.X+b.nbSlice.Y)));b.widthCanvas.Y=Math.floor(b.canvas.parentElement.clientWidth*(b.nbSlice.X/(2*b.nbSlice.X+b.nbSlice.Y)));b.widthCanvas.Z=Math.floor(b.canvas.parentElement.clientWidth*(b.nbSlice.X/(2*b.nbSlice.X+b.nbSlice.Y)));b.widthCanvas.max=Math.max(b.widthCanvas.X,b.widthCanvas.Y,b.widthCanvas.Z);b.heightCanvas.X=Math.floor(b.widthCanvas.X*b.nbSlice.Z/b.nbSlice.Y);b.heightCanvas.Y=Math.floor(b.widthCanvas.Y*b.nbSlice.Z/b.nbSlice.X);b.heightCanvas.Z=Math.floor(b.widthCanvas.Z*b.nbSlice.Y/b.nbSlice.X);b.heightCanvas.max=Math.max(b.heightCanvas.X,b.heightCanvas.Y,b.heightCanvas.Z);if(b.canvas.width!=(b.widthCanvas.X+b.widthCanvas.Y+b.widthCanvas.Z)){b.canvas.width=b.widthCanvas.X+b.widthCanvas.Y+b.widthCanvas.Z;b.canvas.height=Math.round((1+b.spaceFont)*(b.heightCanvas.max));b.context=a(b.context,b.smooth)}b.sizeFontPixels=Math.round(b.sizeFont*(b.heightCanvas.max));b.context.font=b.sizeFontPixels+&quot;px Arial&quot;;b.planes.canvasMaster.width=b.sprite.width;b.planes.canvasMaster.height=b.sprite.height;b.planes.contextMaster.globalAlpha=1;b.planes.contextMaster.drawImage(b.sprite,0,0,b.sprite.width,b.sprite.height,0,0,b.sprite.width,b.sprite.height);if(b.overlay){b.planes.contextMaster.globalAlpha=b.overlay.opacity;b.planes.contextMaster.drawImage(b.overlay.sprite,0,0,b.overlay.sprite.width,b.overlay.sprite.height,0,0,b.sprite.width,b.sprite.height)}b.planes.canvasX=document.createElement(&quot;canvas&quot;);b.planes.contextX=b.planes.canvasX.getContext(&quot;2d&quot;);b.planes.canvasX.width=b.nbSlice.Y;b.planes.canvasX.height=b.nbSlice.Z;b.planes.canvasY=document.createElement(&quot;canvas&quot;);b.planes.contextY=b.planes.canvasY.getContext(&quot;2d&quot;);b.planes.canvasY.width=b.nbSlice.X;b.planes.canvasY.height=b.nbSlice.Z;b.planes.canvasZ=document.createElement(&quot;canvas&quot;);b.planes.contextZ=b.planes.canvasZ.getContext(&quot;2d&quot;);b.planes.canvasZ.width=b.nbSlice.X;b.planes.canvasZ.height=b.nbSlice.Y;b.planes.contextZ.rotate(-Math.PI/2);b.planes.contextZ.translate(-b.nbSlice.Y,0);b.updateValue();b.updateCoordinates();b.numSlice.X=Math.round(b.numSlice.X);b.numSlice.Y=Math.round(b.numSlice.Y);b.numSlice.Z=Math.round(b.numSlice.Z)};b.draw=function(h,f){var j={},i,e,g={X:&quot;&quot;,Y:&quot;&quot;,Z:&quot;&quot;};g.X=Math.ceil((1-b.sizeCrosshair)*b.nbSlice.X/2);g.Y=Math.ceil((1-b.sizeCrosshair)*b.nbSlice.Y/2);g.Z=Math.ceil((1-b.sizeCrosshair)*b.nbSlice.Z/2);switch(f){case&quot;X&quot;:j.XW=((b.numSlice.X)%b.nbCol);j.XH=(b.numSlice.X-j.XW)/b.nbCol;b.planes.contextX.drawImage(b.planes.canvasMaster,j.XW*b.nbSlice.Y,j.XH*b.nbSlice.Z,b.nbSlice.Y,b.nbSlice.Z,0,0,b.nbSlice.Y,b.nbSlice.Z);if(b.crosshair){b.planes.contextX.fillStyle=b.colorCrosshair;b.planes.contextX.fillRect(b.numSlice.Y,g.Z,1,b.nbSlice.Z-2*g.Z);b.planes.contextX.fillRect(g.Y,b.nbSlice.Z-b.numSlice.Z-1,b.nbSlice.Y-2*g.Y,1)}b.context.fillStyle=b.colorBackground;b.context.fillRect(0,0,b.widthCanvas.X,b.canvas.height);b.context.drawImage(b.planes.canvasX,0,0,b.nbSlice.Y,b.nbSlice.Z,0,(b.heightCanvas.max-b.heightCanvas.X)/2,b.widthCanvas.X,b.heightCanvas.X);if(b.title){b.context.fillStyle=b.colorFont;b.context.fillText(b.title,Math.round(b.widthCanvas.X/10),Math.round((b.heightCanvas.max*b.heightColorBar)+(1/4)*(b.sizeFontPixels)))}if(b.flagValue){value=&quot;value = &quot;+Number.parseFloat(b.voxelValue).toPrecision(b.nbDecimals).replace(/0+$/,&quot;&quot;);valueWidth=b.context.measureText(value).width;b.context.fillStyle=b.colorFont;b.context.fillText(value,Math.round(b.widthCanvas.X/10),Math.round((b.heightCanvas.max*b.heightColorBar*2)+(3/4)*(b.sizeFontPixels)))}if(b.flagCoordinates){i=&quot;x = &quot;+Math.round(b.coordinatesSlice.X);e=b.context.measureText(i).width;b.context.fillStyle=b.colorFont;b.context.fillText(i,b.widthCanvas.X/2-e/2,Math.round(b.canvas.height-(b.sizeFontPixels/2)))}break;case&quot;Y&quot;:b.context.fillStyle=b.colorBackground;b.context.fillRect(b.widthCanvas.X,0,b.widthCanvas.Y,b.canvas.height);for(xx=0;xx&lt;b.nbSlice.X;xx++){posW=(xx%b.nbCol);posH=(xx-posW)/b.nbCol;b.planes.contextY.drawImage(b.planes.canvasMaster,posW*b.nbSlice.Y+b.numSlice.Y,posH*b.nbSlice.Z,1,b.nbSlice.Z,xx,0,1,b.nbSlice.Z)}if(b.crosshair){b.planes.contextY.fillStyle=b.colorCrosshair;b.planes.contextY.fillRect(b.numSlice.X,g.Z,1,b.nbSlice.Z-2*g.Z);b.planes.contextY.fillRect(g.X,b.nbSlice.Z-b.numSlice.Z-1,b.nbSlice.X-2*g.X,1)}b.context.drawImage(b.planes.canvasY,0,0,b.nbSlice.X,b.nbSlice.Z,b.widthCanvas.X,(b.heightCanvas.max-b.heightCanvas.Y)/2,b.widthCanvas.Y,b.heightCanvas.Y);if((b.colorMap)&amp;&amp;(!b.colorMap.hide)){b.context.drawImage(b.colorMap.img,0,0,b.colorMap.img.width,1,Math.round(b.widthCanvas.X+b.widthCanvas.Y*0.2),Math.round(b.heightCanvas.max*b.heightColorBar/2),Math.round(b.widthCanvas.Y*0.6),Math.round(b.heightCanvas.max*b.heightColorBar));b.context.fillStyle=b.colorFont;label_min=Number.parseFloat(b.colorMap.min).toPrecision(b.nbDecimals).replace(/0+$/,&quot;&quot;);label_max=Number.parseFloat(b.colorMap.max).toPrecision(b.nbDecimals).replace(/0+$/,&quot;&quot;);b.context.fillText(label_min,b.widthCanvas.X+(b.widthCanvas.Y*0.2)-b.context.measureText(label_min).width/2,Math.round((b.heightCanvas.max*b.heightColorBar*2)+(3/4)*(b.sizeFontPixels)));b.context.fillText(label_max,b.widthCanvas.X+(b.widthCanvas.Y*0.8)-b.context.measureText(label_max).width/2,Math.round((b.heightCanvas.max*b.heightColorBar*2)+(3/4)*(b.sizeFontPixels)))}if(b.flagCoordinates){b.context.font=b.sizeFontPixels+&quot;px Arial&quot;;b.context.fillStyle=b.colorFont;i=&quot;y = &quot;+Math.round(b.coordinatesSlice.Y);e=b.context.measureText(i).width;b.context.fillText(i,b.widthCanvas.X+(b.widthCanvas.Y/2)-e/2,Math.round(b.canvas.height-(b.sizeFontPixels/2)))}case&quot;Z&quot;:b.context.fillStyle=b.colorBackground;b.context.fillRect(b.widthCanvas.X+b.widthCanvas.Y,0,b.widthCanvas.Z,b.canvas.height);for(xx=0;xx&lt;b.nbSlice.X;xx++){posW=(xx%b.nbCol);posH=(xx-posW)/b.nbCol;b.planes.contextZ.drawImage(b.planes.canvasMaster,posW*b.nbSlice.Y,posH*b.nbSlice.Z+b.nbSlice.Z-b.numSlice.Z-1,b.nbSlice.Y,1,0,xx,b.nbSlice.Y,1)}if(b.crosshair){b.planes.contextZ.fillStyle=b.colorCrosshair;b.planes.contextZ.fillRect(g.Y,b.numSlice.X,b.nbSlice.Y-2*g.Y,1);b.planes.contextZ.fillRect(b.numSlice.Y,g.X,1,b.nbSlice.X-2*g.X)}b.context.drawImage(b.planes.canvasZ,0,0,b.nbSlice.X,b.nbSlice.Y,b.widthCanvas.X+b.widthCanvas.Y,(b.heightCanvas.max-b.heightCanvas.Z)/2,b.widthCanvas.Z,b.heightCanvas.Z);if(b.flagCoordinates){i=&quot;z = &quot;+Math.round(b.coordinatesSlice.Z);e=b.context.measureText(i).width;b.context.fillStyle=b.colorFont;b.context.fillText(i,b.widthCanvas.X+b.widthCanvas.Y+(b.widthCanvas.Z/2)-e/2,Math.round(b.canvas.height-(b.sizeFontPixels/2)))}}};b.clickBrain=function(h){var f=b.canvas.getBoundingClientRect();var j=h.clientX-f.left;var k=h.clientY-f.top;var i,g;if(j&lt;b.widthCanvas.X){i=Math.round((b.nbSlice.Y-1)*(j/b.widthCanvas.X));g=Math.round((b.nbSlice.Z-1)*(((b.heightCanvas.max+b.heightCanvas.X)/2)-k)/b.heightCanvas.X);b.numSlice.Y=Math.max(Math.min(i,b.nbSlice.Y-1),0);b.numSlice.Z=Math.max(Math.min(g,b.nbSlice.Z-1),0)}else{if(j&lt;(b.widthCanvas.X+b.widthCanvas.Y)){j=j-b.widthCanvas.X;sx=Math.round((b.nbSlice.X-1)*(j/b.widthCanvas.Y));g=Math.round((b.nbSlice.Z-1)*(((b.heightCanvas.max+b.heightCanvas.X)/2)-k)/b.heightCanvas.X);b.numSlice.X=Math.max(Math.min(sx,b.nbSlice.X-1),0);b.numSlice.Z=Math.max(Math.min(g,b.nbSlice.Z-1),0)}else{j=j-b.widthCanvas.X-b.widthCanvas.Y;sx=Math.round((b.nbSlice.X-1)*(j/b.widthCanvas.Z));i=Math.round((b.nbSlice.Y-1)*(((b.heightCanvas.max+b.heightCanvas.Z)/2)-k)/b.heightCanvas.Z);b.numSlice.X=Math.max(Math.min(sx,b.nbSlice.X-1),0);b.numSlice.Y=Math.max(Math.min(i,b.nbSlice.Y-1),0)}}b.updateValue();b.updateCoordinates();b.drawAll();if(b.onclick){b.onclick(h)}};b.drawAll=function(){b.draw(b.numSlice.X,&quot;X&quot;);b.draw(b.numSlice.Y,&quot;Y&quot;);b.draw(b.numSlice.Z,&quot;Z&quot;)};b.canvas.addEventListener(&quot;click&quot;,b.clickBrain,false);b.canvas.addEventListener(&quot;mousedown&quot;,function(f){b.canvas.addEventListener(&quot;mousemove&quot;,b.clickBrain,false)},false);b.canvas.addEventListener(&quot;mouseup&quot;,function(f){b.canvas.removeEventListener(&quot;mousemove&quot;,b.clickBrain,false)},false);b.sprite.addEventListener(&quot;load&quot;,function(){b.init();b.drawAll()});if(b.overlay){b.overlay.sprite.addEventListener(&quot;load&quot;,function(){b.init();b.drawAll()})}b.init();b.drawAll();return b};;\n",
       "    &lt;/script&gt;\n",
       "\n",
       "    &lt;script&gt;\n",
       "      // On load: build all figures\n",
       "      $(window).on(&quot;load&quot;, function () {\n",
       "        // Create brain slices\n",
       "        var brain = brainsprite({&quot;canvas&quot;: &quot;3Dviewer&quot;, &quot;sprite&quot;: &quot;spriteImg&quot;, &quot;nbSlice&quot;: {&quot;X&quot;: 99, &quot;Y&quot;: 117, &quot;Z&quot;: 95}, &quot;overlay&quot;: {&quot;sprite&quot;: &quot;overlayImg&quot;, &quot;nbSlice&quot;: {&quot;X&quot;: 99, &quot;Y&quot;: 117, &quot;Z&quot;: 95}, &quot;opacity&quot;: 1}, &quot;colorBackground&quot;: &quot;#000000&quot;, &quot;colorFont&quot;: &quot;#FFFFFF&quot;, &quot;crosshair&quot;: true, &quot;affine&quot;: [[2.0, 0.0, 0.0, -98.0], [0.0, 2.0, 0.0, -134.0], [0.0, 0.0, 2.0, -72.0], [0.0, 0.0, 0.0, 1.0]], &quot;flagCoordinates&quot;: true, &quot;title&quot;: null, &quot;flagValue&quot;: false, &quot;numSlice&quot;: {&quot;X&quot;: 47.65306804630152, &quot;Y&quot;: 57.727359874227766, &quot;Z&quot;: 46.986489075352914}, &quot;colorMap&quot;: {&quot;img&quot;: &quot;colorMap&quot;, &quot;min&quot;: -1322.3798828125, &quot;max&quot;: 1322.3798828125}});\n",
       "      });\n",
       "    &lt;/script&gt;\n",
       "  &lt;/body&gt;\n",
       "&lt;/html&gt;\n",
       "\" width=\"600\" height=\"268.0\" frameBorder=\"0\"></iframe>"
      ],
      "text/plain": [
       "<nilearn.plotting.html_stat_map.StatMapView at 0x7f2ee4f80fd0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from nilearn import plotting\n",
    "\n",
    "mean_image = image.mean_img(development_dataset.func[0])\n",
    "plotting.view_img(mean_image, threshold=None)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "95a6359c",
   "metadata": {},
   "source": [
    "## Extracting signal from fMRI volumes\n",
    "\n",
    "As you can see, this data is decidedly not tabular!\n",
    "What we'd like is to extract and transform meaningful features from this data,\n",
    "and store it in a format that we can easily work with.\n",
    "Importantly, we _could_ work with the full time series directly.\n",
    "But we often want to reduce the dimensionality of our data in a structured way.\n",
    "That is, we may only want to consider signal within certain learned or pre-defined regions of interest (ROIs),\n",
    "while taking into account known sources of noise.\n",
    "To do this, we'll use nilearn's Masker objects.\n",
    "What are the masker objects ?\n",
    "First, let's think about what masking fMRI data is doing:\n",
    "\n",
    "```{figure} ../images/masking.jpg\n",
    "---\n",
    "height: 350px\n",
    "name: masking\n",
    "---\n",
    "Masking fMRI data.\n",
    "```\n",
    "\n",
    "Essentially, we can imagine overlaying a 3D grid on an image.\n",
    "Then, our mask tells us which cubes or \"voxels\" (like 3D pixels) to sample from.\n",
    "Since our Nifti images are 4D files, we can’t overlay a single grid –\n",
    "instead, we use a series of 3D grids (one for each volume in the 4D file),\n",
    "so we can get a measurement for each voxel at each timepoint.\n",
    "\n",
    "Masker objects allow us to apply these masks!\n",
    "To start, we need to define a mask (or masks) that we'd like to apply.\n",
    "This could correspond to one or many regions of interest.\n",
    "Nilearn provides methods to define your own functional parcellation (using clustering algorithms such as _k-means_),\n",
    "and it also provides access to other atlases that have previously been defined by researchers.\n",
    "\n",
    "### Choosing regions of interest\n",
    "\n",
    "Nilearn ships with several atlases commonly used in the field,\n",
    "including the Schaefer atlas and the Harvard-Oxford atlas.\n",
    "\n",
    "In this tutorial,\n",
    "we'll use the MSDL (multi-subject dictionary learning; {cite:p}`Varoquaux_2011`) atlas,\n",
    "which defines a set of _probabilistic_ ROIs across the brain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9f9f14a3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Dataset created in ./nilearn_data/msdl_atlas\n",
      "\n",
      "Downloading data from https://team.inria.fr/parietal/files/2015/01/MSDL_rois.zip ...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MSDL has 39 ROIs, part of the following networks :\n",
      "['Ant IPS' 'Aud' 'Basal' 'Cereb' 'Cing-Ins' 'D Att' 'DMN' 'Dors PCC'\n",
      " 'L V Att' 'Language' 'Motor' 'Occ post' 'R V Att' 'Salience' 'Striate'\n",
      " 'Temporal' 'Vis Sec'].\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " ...done. (1 seconds, 0 min)\n",
      "Extracting data from ./nilearn_data/msdl_atlas/8eaecb9e05c478f565847000d9902a25/MSDL_rois.zip..... done.\n"
     ]
    }
   ],
   "source": [
    "msdl_atlas = datasets.fetch_atlas_msdl(data_dir=data_dir)\n",
    "\n",
    "msdl_coords = msdl_atlas.region_coords\n",
    "n_regions = len(msdl_coords)\n",
    "\n",
    "print(f'MSDL has {n_regions} ROIs, part of the following networks :\\n{np.unique(msdl_atlas.networks)}.')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83ad0364",
   "metadata": {},
   "source": [
    "It also provides us with easy ways to view these atlases directly.\n",
    "Because MSDL is a probabilistic atlas, we can view it using:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8cecaa59",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<nilearn.plotting.displays._slicers.OrthoSlicer at 0x7f2ee4df4d00>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 660x350 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotting.plot_prob_atlas(msdl_atlas.maps)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c93bc7d4",
   "metadata": {},
   "source": [
    "::::{admonition} Different type of brain parcellation schemes\n",
    ":class: dropdown, seealso\n",
    "\n",
    "There are various ways of defining brain parcels.\n",
    "Largely we can classify them in two ways:\n",
    "\n",
    "- Functional vs anatomical\n",
    "\n",
    "    - Anatomical atlases use structural land marks to separate regions. Example: [Harvard-Oxford atlas](https://nilearn.github.io/stable/modules/generated/nilearn.datasets.fetch_atlas_harvard_oxford.html)\n",
    "    - Functional atlases define regions based on the organisation of fMRI signal, such as functional connectivity. Example: [Schaefer atlas](https://nilearn.github.io/stable/modules/generated/nilearn.datasets.fetch_atlas_schaefer_2018.html)\n",
    "\n",
    "- Probablility vs discrete segmentation \n",
    "\n",
    "    - Probabilistic segmentation: use contiunous, non-zero values to define parcels.\n",
    "    Example: [Difumo (functional)](https://nilearn.github.io/stable/modules/generated/nilearn.datasets.fetch_atlas_difumo.html#nilearn.datasets.fetch_atlas_difumo),\n",
    "    [Hammersmith (anatomical)](https://pubmed.ncbi.nlm.nih.gov/12874777/)\n",
    "    - Discrete segmentation: parcels that have rigid boundaries. Example: [BASC (functional)](https://nilearn.github.io/stable/modules/generated/nilearn.datasets.fetch_atlas_basc_multiscale_2015.html#nilearn.datasets.fetch_atlas_basc_multiscale_2015)\n",
    "\n",
    "It's important to understand the method used for constructing the atlas of choice.\n",
    "For example, using a anatomical atlas to extract signal from functional data might not be the best thing.\n",
    "To find out more, [watch this lecture from Brainhack School by Dr Pierre Bellec on brain parcellation in fMRI](https://www.youtube.com/watch?v=7uMVRebuDZo).\n",
    "::::\n",
    "\n",
    "\n",
    "### Applying a Masker object\n",
    "\n",
    "We'd like to supply these ROIs to a Masker object.\n",
    "All Masker objects share the same basic structure and functionality,\n",
    "but each is designed to work with a different kind of ROI.\n",
    "\n",
    "The canonical [`nilearn.maskers.NiftiMasker`](https://nilearn.github.io/stable/modules/generated/nilearn.maskers.NiftiMasker.html) works well if we want to apply a single mask to the data,\n",
    "like a single region of interest.\n",
    "\n",
    "But what if we actually have several ROIs that we'd like to apply to the data all at once?\n",
    "If these ROIs are non-overlapping,\n",
    "as in discrete parcellations,\n",
    "then we can use [`nilearn.maskers.NiftiLabelsMasker`](https://nilearn.github.io/stable/modules/generated/nilearn.maskers.NiftiLabelsMasker.html).\n",
    "Because we're working with probabilistic ROIs,\n",
    "we can instead supply these ROIs to [`nilearn.maskers.NiftiMapsMasker`](https://nilearn.github.io/stable/modules/generated/nilearn.maskers.NiftiMapsMasker.html).\n",
    "\n",
    ":::{admonition} Further reading on Maskers\n",
    ":class: seealso\n",
    "For a full list of the available Masker objects,\n",
    "see [the Nilearn documentation](https://nilearn.github.io/stable/modules/maskers.html).\n",
    "\n",
    "To learn more about the concept, `nilearn` provides a great [tutorial](https://nilearn.github.io/stable/manipulating_images/masker_objects.html).\n",
    ":::\n",
    "\n",
    "### Mask your data!\n",
    "\n",
    "We can supply our MSDL atlas-defined ROIs to the `NiftiMapsMasker` object,\n",
    "along with resampling, filtering, and detrending parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6f463ef7",
   "metadata": {},
   "outputs": [],
   "source": [
    "masker = maskers.NiftiMapsMasker(\n",
    "    msdl_atlas.maps, resampling_target=\"data\", detrend=True).fit()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd84983b",
   "metadata": {},
   "source": [
    "One thing you might notice from the above code is that immediately after defining the masker object,\n",
    "we call the `.fit` method on it.\n",
    "This method may look familiar if you've previously worked with scikit-learn estimators!\n",
    "\n",
    "You'll note that we're not supplying any data to this `.fit` method;\n",
    "that's because we're fitting the Masker to the provided ROIs, rather than to our data.\n",
    "\n",
    "### Dimensions, dimensions\n",
    "\n",
    "We can use this fitted masker to transform our data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "70f1a8f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(168, 39)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "roi_time_series = masker.transform(development_dataset.func[0])\n",
    "roi_time_series.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c0c3ba3",
   "metadata": {},
   "source": [
    "If you remember, when we first looked at the data, its original dimensions were (50, 59, 50, 168).\n",
    "Now, it has a shape of (168, 39).\n",
    "What happened?!\n",
    "\n",
    "Rather than providing information on every voxel within our original 3D grid,\n",
    "we're now only considering those voxels that fall in our 39 regions of interest provided by the MSDL atlas and aggregating across voxels within those ROIS.\n",
    "This reduces each 3D volume from a dimensionality of (50, 59, 50) to just 39,\n",
    "for our 39 provided ROIs.\n",
    "\n",
    "You'll also see that the dimensions \"flipped.\"\n",
    "That is, we've transposed the matrix such that time is now the first rather than second dimension.\n",
    "This follows the scikit-learn convention that rows are _samples_\n",
    "and columns are _features_ in a data matrix.\n",
    "\n",
    "```{figure} ../images/samples-features.png\n",
    "---\n",
    "height: 250px\n",
    "name: samples-features\n",
    "---\n",
    "The scikit-learn conventions for feature and target matrices.\n",
    "From Jake VanderPlas's _Python Data Science Handbook_.\n",
    "```\n",
    "\n",
    "One of the nice things about working with nilearn is that it will impose this convention for you,\n",
    "so you don't accidentally flip your dimensions when using a scikit-learn model!\n",
    "\n",
    "## Creating and viewing a connectome\n",
    "\n",
    "Scientists have found that some cognitive functions involve the activity of neurons from an isolated region, and sometimes different regions of the brain interact together to perform a task.\n",
    "This functional integration leads to a description of the functional brain as a network.\n",
    "Formally, the co-activation of different time series is called functional connectivity.\n",
    "\n",
    "The simplest and most commonly used kind of functional connectivity is pairwise correlation between ROIs.\n",
    "\n",
    "We can estimate it using [`nilearn.connectome.ConnectivityMeasure`](https://nilearn.github.io/stable/modules/generated/nilearn.connectome.ConnectivityMeasure.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c277cf6d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from nilearn.connectome import ConnectivityMeasure\n",
    "\n",
    "correlation_measure = ConnectivityMeasure(kind='correlation')\n",
    "correlation_matrix = correlation_measure.fit_transform([roi_time_series])[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b798832",
   "metadata": {},
   "source": [
    "We can then plot this functional connectivity matrix:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "3f945471",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f2ee4a12880>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 700x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "np.fill_diagonal(correlation_matrix, 0)\n",
    "plotting.plot_matrix(correlation_matrix, labels=msdl_atlas.labels,\n",
    "                     vmax=0.8, vmin=-0.8, colorbar=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6c221db",
   "metadata": {},
   "source": [
    "Or view it as an embedded connectome:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d95bec25",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<iframe srcdoc=\"&lt;!doctype html&gt;\n",
       "&lt;html lang=&quot;en&quot;&gt;\n",
       "  &lt;head&gt;\n",
       "    &lt;title&gt;Connectome plot&lt;/title&gt;\n",
       "    &lt;meta charset=&quot;UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */\n",
       "!function(e,t){&quot;use strict&quot;;&quot;object&quot;==typeof module&amp;&amp;&quot;object&quot;==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error(&quot;jQuery requires a window with a document&quot;);return t(e)}:t(e)}(&quot;undefined&quot;!=typeof window?window:this,function(C,e){&quot;use strict&quot;;var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return&quot;function&quot;==typeof e&amp;&amp;&quot;number&quot;!=typeof e.nodeType&amp;&amp;&quot;function&quot;!=typeof e.item},x=function(e){return null!=e&amp;&amp;e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement(&quot;script&quot;);if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&amp;&amp;t.getAttribute(r))&amp;&amp;o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+&quot;&quot;:&quot;object&quot;==typeof e||&quot;function&quot;==typeof e?n[o.call(e)]||&quot;object&quot;:typeof e}var f=&quot;3.6.0&quot;,S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&amp;&amp;&quot;length&quot;in e&amp;&amp;e.length,n=w(e);return!m(e)&amp;&amp;!x(e)&amp;&amp;(&quot;array&quot;===n||0===t||&quot;number&quot;==typeof t&amp;&amp;0&lt;t&amp;&amp;t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e&lt;0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e&lt;0?t:0);return this.pushStack(0&lt;=n&amp;&amp;n&lt;t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for(&quot;boolean&quot;==typeof a&amp;&amp;(l=a,a=arguments[s]||{},s++),&quot;object&quot;==typeof a||m(a)||(a={}),s===u&amp;&amp;(a=this,s--);s&lt;u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],&quot;__proto__&quot;!==t&amp;&amp;a!==r&amp;&amp;(l&amp;&amp;r&amp;&amp;(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&amp;&amp;!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&amp;&amp;(a[t]=r));return a},S.extend({expando:&quot;jQuery&quot;+(f+Math.random()).replace(/\\D/g,&quot;&quot;),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||&quot;[object Object]&quot;!==o.call(e))&amp;&amp;(!(t=r(e))||&quot;function&quot;==typeof(n=v.call(t,&quot;constructor&quot;)&amp;&amp;t.constructor)&amp;&amp;a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&amp;&amp;t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r&lt;n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&amp;&amp;(p(Object(e))?S.merge(n,&quot;string&quot;==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r&lt;n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i&lt;o;i++)!t(e[i],i)!==a&amp;&amp;r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o&lt;r;o++)null!=(i=t(e[o],o,n))&amp;&amp;a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&amp;&amp;a.push(i);return g(a)},guid:1,support:y}),&quot;function&quot;==typeof Symbol&amp;&amp;(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each(&quot;Boolean Number String Function Array Date RegExp Object Error Symbol&quot;.split(&quot; &quot;),function(e,t){n[&quot;[object &quot;+t+&quot;]&quot;]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S=&quot;sizzle&quot;+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&amp;&amp;(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n&lt;r;n++)if(e[n]===t)return n;return-1},R=&quot;checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped&quot;,M=&quot;[\\\\x20\\\\t\\\\r\\\\n\\\\f]&quot;,I=&quot;(?:\\\\\\\\[\\\\da-fA-F]{1,6}&quot;+M+&quot;?|\\\\\\\\[^\\\\r\\\\n\\\\f]|[\\\\w-]|[^\\0-\\\\x7f])+&quot;,W=&quot;\\\\[&quot;+M+&quot;*(&quot;+I+&quot;)(?:&quot;+M+&quot;*([*^$|!~]?=)&quot;+M+&quot;*(?:&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;|(&quot;+I+&quot;))|)&quot;+M+&quot;*\\\\]&quot;,F=&quot;:(&quot;+I+&quot;)(?:\\\\(((&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;)|((?:\\\\\\\\.|[^\\\\\\\\()[\\\\]]|&quot;+W+&quot;)*)|.*)\\\\)|)&quot;,B=new RegExp(M+&quot;+&quot;,&quot;g&quot;),$=new RegExp(&quot;^&quot;+M+&quot;+|((?:^|[^\\\\\\\\])(?:\\\\\\\\.)*)&quot;+M+&quot;+$&quot;,&quot;g&quot;),_=new RegExp(&quot;^&quot;+M+&quot;*,&quot;+M+&quot;*&quot;),z=new RegExp(&quot;^&quot;+M+&quot;*([&gt;+~]|&quot;+M+&quot;)&quot;+M+&quot;*&quot;),U=new RegExp(M+&quot;|&gt;&quot;),X=new RegExp(F),V=new RegExp(&quot;^&quot;+I+&quot;$&quot;),G={ID:new RegExp(&quot;^#(&quot;+I+&quot;)&quot;),CLASS:new RegExp(&quot;^\\\\.(&quot;+I+&quot;)&quot;),TAG:new RegExp(&quot;^(&quot;+I+&quot;|[*])&quot;),ATTR:new RegExp(&quot;^&quot;+W),PSEUDO:new RegExp(&quot;^&quot;+F),CHILD:new RegExp(&quot;^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\\\(&quot;+M+&quot;*(even|odd|(([+-]|)(\\\\d*)n|)&quot;+M+&quot;*(?:([+-]|)&quot;+M+&quot;*(\\\\d+)|))&quot;+M+&quot;*\\\\)|)&quot;,&quot;i&quot;),bool:new RegExp(&quot;^(?:&quot;+R+&quot;)$&quot;,&quot;i&quot;),needsContext:new RegExp(&quot;^&quot;+M+&quot;*[&gt;+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\\\(&quot;+M+&quot;*((?:-\\\\d)?\\\\d*)&quot;+M+&quot;*\\\\)|)(?=[^-]|$)&quot;,&quot;i&quot;)},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\\d$/i,K=/^[^{]+\\{\\s*\\[native \\w/,Z=/^(?:#([\\w-]+)|(\\w+)|\\.([\\w-]+))$/,ee=/[+~]/,te=new RegExp(&quot;\\\\\\\\[\\\\da-fA-F]{1,6}&quot;+M+&quot;?|\\\\\\\\([^\\\\r\\\\n\\\\f])&quot;,&quot;g&quot;),ne=function(e,t){var n=&quot;0x&quot;+e.slice(1)-65536;return t||(n&lt;0?String.fromCharCode(n+65536):String.fromCharCode(n&gt;&gt;10|55296,1023&amp;n|56320))},re=/([\\0-\\x1f\\x7f]|^-?\\d)|^-$|[^\\0-\\x1f\\x7f-\\uFFFF\\w-]/g,ie=function(e,t){return t?&quot;\\0&quot;===e?&quot;\\ufffd&quot;:e.slice(0,-1)+&quot;\\\\&quot;+e.charCodeAt(e.length-1).toString(16)+&quot; &quot;:&quot;\\\\&quot;+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&amp;&amp;&quot;fieldset&quot;===e.nodeName.toLowerCase()},{dir:&quot;parentNode&quot;,next:&quot;legend&quot;});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&amp;&amp;e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],&quot;string&quot;!=typeof t||!t||1!==p&amp;&amp;9!==p&amp;&amp;11!==p)return n;if(!r&amp;&amp;(T(e),e=e||C,E)){if(11!==p&amp;&amp;(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&amp;&amp;(a=f.getElementById(i))&amp;&amp;y(e,a)&amp;&amp;a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&amp;&amp;d.getElementsByClassName&amp;&amp;e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&amp;&amp;!N[t+&quot; &quot;]&amp;&amp;(!v||!v.test(t))&amp;&amp;(1!==p||&quot;object&quot;!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&amp;&amp;(U.test(t)||z.test(t))){(f=ee.test(t)&amp;&amp;ye(e.parentNode)||e)===e&amp;&amp;d.scope||((s=e.getAttribute(&quot;id&quot;))?s=s.replace(re,ie):e.setAttribute(&quot;id&quot;,s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?&quot;#&quot;+s:&quot;:scope&quot;)+&quot; &quot;+xe(l[o]);c=l.join(&quot;,&quot;)}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&amp;&amp;e.removeAttribute(&quot;id&quot;)}}}return g(t.replace($,&quot;$1&quot;),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+&quot; &quot;)&gt;b.cacheLength&amp;&amp;delete e[r.shift()],e[t+&quot; &quot;]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement(&quot;fieldset&quot;);try{return!!e(t)}catch(e){return!1}finally{t.parentNode&amp;&amp;t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split(&quot;|&quot;),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&amp;&amp;e,r=n&amp;&amp;1===e.nodeType&amp;&amp;1===t.nodeType&amp;&amp;e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return&quot;input&quot;===e.nodeName.toLowerCase()&amp;&amp;e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return(&quot;input&quot;===t||&quot;button&quot;===t)&amp;&amp;e.type===n}}function ge(t){return function(e){return&quot;form&quot;in e?e.parentNode&amp;&amp;!1===e.disabled?&quot;label&quot;in e?&quot;label&quot;in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&amp;&amp;ae(e)===t:e.disabled===t:&quot;label&quot;in e&amp;&amp;e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&amp;&amp;(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&amp;&amp;&quot;undefined&quot;!=typeof e.getElementsByTagName&amp;&amp;e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&amp;&amp;e.namespaceURI,n=e&amp;&amp;(e.ownerDocument||e).documentElement;return!Y.test(t||n&amp;&amp;n.nodeName||&quot;HTML&quot;)},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&amp;&amp;9===r.nodeType&amp;&amp;r.documentElement&amp;&amp;(a=(C=r).documentElement,E=!i(C),p!=C&amp;&amp;(n=C.defaultView)&amp;&amp;n.top!==n&amp;&amp;(n.addEventListener?n.addEventListener(&quot;unload&quot;,oe,!1):n.attachEvent&amp;&amp;n.attachEvent(&quot;onunload&quot;,oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement(&quot;div&quot;)),&quot;undefined&quot;!=typeof e.querySelectorAll&amp;&amp;!e.querySelectorAll(&quot;:scope fieldset div&quot;).length}),d.attributes=ce(function(e){return e.className=&quot;i&quot;,!e.getAttribute(&quot;className&quot;)}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment(&quot;&quot;)),!e.getElementsByTagName(&quot;*&quot;).length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute(&quot;id&quot;)===t}},b.find.ID=function(e,t){if(&quot;undefined&quot;!=typeof t.getElementById&amp;&amp;E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t=&quot;undefined&quot;!=typeof e.getAttributeNode&amp;&amp;e.getAttributeNode(&quot;id&quot;);return t&amp;&amp;t.value===n}},b.find.ID=function(e,t){if(&quot;undefined&quot;!=typeof t.getElementById&amp;&amp;E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode(&quot;id&quot;))&amp;&amp;n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode(&quot;id&quot;))&amp;&amp;n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return&quot;undefined&quot;!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if(&quot;*&quot;===e){while(n=o[i++])1===n.nodeType&amp;&amp;r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&amp;&amp;function(e,t){if(&quot;undefined&quot;!=typeof t.getElementsByClassName&amp;&amp;E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&amp;&amp;(ce(function(e){var t;a.appendChild(e).innerHTML=&quot;&lt;a id=&#x27;&quot;+S+&quot;&#x27;&gt;&lt;/a&gt;&lt;select id=&#x27;&quot;+S+&quot;-\\r\\\\&#x27; msallowcapture=&#x27;&#x27;&gt;&lt;option selected=&#x27;&#x27;&gt;&lt;/option&gt;&lt;/select&gt;&quot;,e.querySelectorAll(&quot;[msallowcapture^=&#x27;&#x27;]&quot;).length&amp;&amp;v.push(&quot;[*^$]=&quot;+M+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),e.querySelectorAll(&quot;[selected]&quot;).length||v.push(&quot;\\\\[&quot;+M+&quot;*(?:value|&quot;+R+&quot;)&quot;),e.querySelectorAll(&quot;[id~=&quot;+S+&quot;-]&quot;).length||v.push(&quot;~=&quot;),(t=C.createElement(&quot;input&quot;)).setAttribute(&quot;name&quot;,&quot;&quot;),e.appendChild(t),e.querySelectorAll(&quot;[name=&#x27;&#x27;]&quot;).length||v.push(&quot;\\\\[&quot;+M+&quot;*name&quot;+M+&quot;*=&quot;+M+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),e.querySelectorAll(&quot;:checked&quot;).length||v.push(&quot;:checked&quot;),e.querySelectorAll(&quot;a#&quot;+S+&quot;+*&quot;).length||v.push(&quot;.#.+[+~]&quot;),e.querySelectorAll(&quot;\\\\\\f&quot;),v.push(&quot;[\\\\r\\\\n\\\\f]&quot;)}),ce(function(e){e.innerHTML=&quot;&lt;a href=&#x27;&#x27; disabled=&#x27;disabled&#x27;&gt;&lt;/a&gt;&lt;select disabled=&#x27;disabled&#x27;&gt;&lt;option/&gt;&lt;/select&gt;&quot;;var t=C.createElement(&quot;input&quot;);t.setAttribute(&quot;type&quot;,&quot;hidden&quot;),e.appendChild(t).setAttribute(&quot;name&quot;,&quot;D&quot;),e.querySelectorAll(&quot;[name=d]&quot;).length&amp;&amp;v.push(&quot;name&quot;+M+&quot;*[*^$|!~]?=&quot;),2!==e.querySelectorAll(&quot;:enabled&quot;).length&amp;&amp;v.push(&quot;:enabled&quot;,&quot;:disabled&quot;),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(&quot;:disabled&quot;).length&amp;&amp;v.push(&quot;:enabled&quot;,&quot;:disabled&quot;),e.querySelectorAll(&quot;*,:x&quot;),v.push(&quot;,.*:&quot;)})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&amp;&amp;ce(function(e){d.disconnectedMatch=c.call(e,&quot;*&quot;),c.call(e,&quot;[s!=&#x27;&#x27;]:x&quot;),s.push(&quot;!=&quot;,F)}),v=v.length&amp;&amp;new RegExp(v.join(&quot;|&quot;)),s=s.length&amp;&amp;new RegExp(s.join(&quot;|&quot;)),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&amp;&amp;t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&amp;&amp;16&amp;e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&amp;(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&amp;&amp;t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&amp;&amp;y(p,e)?-1:t==C||t.ownerDocument==p&amp;&amp;y(p,t)?1:u?P(u,e)-P(u,t):0:4&amp;n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&amp;&amp;E&amp;&amp;!N[t+&quot; &quot;]&amp;&amp;(!s||!s.test(t))&amp;&amp;(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&amp;&amp;11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0&lt;se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&amp;&amp;T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&amp;&amp;T(e);var n=b.attrHandle[t.toLowerCase()],r=n&amp;&amp;D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&amp;&amp;r.specified?r.value:null},se.escape=function(e){return(e+&quot;&quot;).replace(re,ie)},se.error=function(e){throw new Error(&quot;Syntax error, unrecognized expression: &quot;+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&amp;&amp;e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&amp;&amp;(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n=&quot;&quot;,r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if(&quot;string&quot;==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{&quot;&gt;&quot;:{dir:&quot;parentNode&quot;,first:!0},&quot; &quot;:{dir:&quot;parentNode&quot;},&quot;+&quot;:{dir:&quot;previousSibling&quot;,first:!0},&quot;~&quot;:{dir:&quot;previousSibling&quot;}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||&quot;&quot;).replace(te,ne),&quot;~=&quot;===e[2]&amp;&amp;(e[3]=&quot; &quot;+e[3]+&quot; &quot;),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),&quot;nth&quot;===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*(&quot;even&quot;===e[3]||&quot;odd&quot;===e[3])),e[5]=+(e[7]+e[8]||&quot;odd&quot;===e[3])):e[3]&amp;&amp;se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&amp;&amp;e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||&quot;&quot;:n&amp;&amp;X.test(n)&amp;&amp;(t=h(n,!0))&amp;&amp;(t=n.indexOf(&quot;)&quot;,n.length-t)-n.length)&amp;&amp;(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return&quot;*&quot;===e?function(){return!0}:function(e){return e.nodeName&amp;&amp;e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+&quot; &quot;];return t||(t=new RegExp(&quot;(^|&quot;+M+&quot;)&quot;+e+&quot;(&quot;+M+&quot;|$)&quot;))&amp;&amp;m(e,function(e){return t.test(&quot;string&quot;==typeof e.className&amp;&amp;e.className||&quot;undefined&quot;!=typeof e.getAttribute&amp;&amp;e.getAttribute(&quot;class&quot;)||&quot;&quot;)})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?&quot;!=&quot;===r:!r||(t+=&quot;&quot;,&quot;=&quot;===r?t===i:&quot;!=&quot;===r?t!==i:&quot;^=&quot;===r?i&amp;&amp;0===t.indexOf(i):&quot;*=&quot;===r?i&amp;&amp;-1&lt;t.indexOf(i):&quot;$=&quot;===r?i&amp;&amp;t.slice(-i.length)===i:&quot;~=&quot;===r?-1&lt;(&quot; &quot;+t.replace(B,&quot; &quot;)+&quot; &quot;).indexOf(i):&quot;|=&quot;===r&amp;&amp;(t===i||t.slice(0,i.length+1)===i+&quot;-&quot;))}},CHILD:function(h,e,t,g,v){var y=&quot;nth&quot;!==h.slice(0,3),m=&quot;last&quot;!==h.slice(-4),x=&quot;of-type&quot;===e;return 1===g&amp;&amp;0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?&quot;nextSibling&quot;:&quot;previousSibling&quot;,c=e.parentNode,f=x&amp;&amp;e.nodeName.toLowerCase(),p=!n&amp;&amp;!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l=&quot;only&quot;===h&amp;&amp;!u&amp;&amp;&quot;nextSibling&quot;}return!0}if(u=[m?c.firstChild:c.lastChild],m&amp;&amp;p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&amp;&amp;r[1])&amp;&amp;r[2],a=s&amp;&amp;c.childNodes[s];while(a=++s&amp;&amp;a&amp;&amp;a[l]||(d=s=0)||u.pop())if(1===a.nodeType&amp;&amp;++d&amp;&amp;a===e){i[h]=[k,s,d];break}}else if(p&amp;&amp;(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&amp;&amp;r[1]),!1===d)while(a=++s&amp;&amp;a&amp;&amp;a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&amp;&amp;++d&amp;&amp;(p&amp;&amp;((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&amp;&amp;0&lt;=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error(&quot;unsupported pseudo: &quot;+e);return a[S]?a(o):1&lt;a.length?(t=[e,e,&quot;&quot;,o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,&quot;$1&quot;));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&amp;&amp;(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0&lt;se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1&lt;(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||&quot;&quot;)||se.error(&quot;unsupported lang: &quot;+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute(&quot;xml:lang&quot;)||e.getAttribute(&quot;lang&quot;))return(t=t.toLowerCase())===n||0===t.indexOf(n+&quot;-&quot;)}while((e=e.parentNode)&amp;&amp;1===e.nodeType);return!1}}),target:function(e){var t=n.location&amp;&amp;n.location.hash;return t&amp;&amp;t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&amp;&amp;(!C.hasFocus||C.hasFocus())&amp;&amp;!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return&quot;input&quot;===t&amp;&amp;!!e.checked||&quot;option&quot;===t&amp;&amp;!!e.selected},selected:function(e){return e.parentNode&amp;&amp;e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType&lt;6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return&quot;input&quot;===t&amp;&amp;&quot;button&quot;===e.type||&quot;button&quot;===t},text:function(e){var t;return&quot;input&quot;===e.nodeName.toLowerCase()&amp;&amp;&quot;text&quot;===e.type&amp;&amp;(null==(t=e.getAttribute(&quot;type&quot;))||&quot;text&quot;===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n&lt;0?n+t:n]}),even:ve(function(e,t){for(var n=0;n&lt;t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n&lt;t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n&lt;0?n+t:t&lt;n?t:n;0&lt;=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n&lt;0?n+t:n;++r&lt;t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r=&quot;&quot;;t&lt;n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&amp;&amp;&quot;parentNode&quot;===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&amp;&amp;s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&amp;&amp;l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&amp;&amp;r[0]===k&amp;&amp;r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1&lt;i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s&lt;u;s++)(o=e[s])&amp;&amp;(n&amp;&amp;!n(o,r,i)||(a.push(o),l&amp;&amp;t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&amp;&amp;!v[S]&amp;&amp;(v=Ce(v)),y&amp;&amp;!y[S]&amp;&amp;(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r&lt;i;r++)se(e,t[r],n);return n}(h||&quot;*&quot;,n.nodeType?[n]:n,[]),f=!d||!e&amp;&amp;h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&amp;&amp;g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&amp;&amp;(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&amp;&amp;i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&amp;&amp;-1&lt;(i=y?P(e,a):s[o])&amp;&amp;(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[&quot; &quot;],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1&lt;P(i,e)},a,!0),c=[function(e,t,n){var r=!o&amp;&amp;(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s&lt;r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n&lt;r;n++)if(b.relative[e[n].type])break;return Ce(1&lt;s&amp;&amp;we(c),1&lt;s&amp;&amp;xe(e.slice(0,s-1).concat({value:&quot; &quot;===e[s-2].type?&quot;*&quot;:&quot;&quot;})).replace($,&quot;$1&quot;),t,s&lt;n&amp;&amp;Ee(e.slice(s,n)),n&lt;r&amp;&amp;Ee(e=e.slice(n)),n&lt;r&amp;&amp;xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+&quot; &quot;];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&amp;&amp;!(r=_.exec(a))||(r&amp;&amp;(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&amp;&amp;(n=r.shift(),i.push({value:n,type:r[0].replace($,&quot; &quot;)}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&amp;&amp;!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+&quot; &quot;];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0&lt;(y=i).length,x=0&lt;v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l=&quot;0&quot;,c=e&amp;&amp;[],f=[],p=w,d=e||x&amp;&amp;b.find.TAG(&quot;*&quot;,i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&amp;&amp;(w=t==C||t||i);l!==g&amp;&amp;null!=(o=d[l]);l++){if(x&amp;&amp;o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&amp;&amp;(k=h)}m&amp;&amp;((o=!s&amp;&amp;o)&amp;&amp;u--,e&amp;&amp;c.push(o))}if(u+=l,m&amp;&amp;l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0&lt;u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&amp;&amp;!e&amp;&amp;0&lt;f.length&amp;&amp;1&lt;u+y.length&amp;&amp;se.uniqueSort(r)}return i&amp;&amp;(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l=&quot;function&quot;==typeof e&amp;&amp;e,c=!r&amp;&amp;h(e=l.selector||e);if(n=n||[],1===c.length){if(2&lt;(o=c[0]=c[0].slice(0)).length&amp;&amp;&quot;ID&quot;===(a=o[0]).type&amp;&amp;9===t.nodeType&amp;&amp;E&amp;&amp;b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&amp;&amp;(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&amp;&amp;(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&amp;&amp;ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&amp;&amp;xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&amp;&amp;ye(t.parentNode)||t),n},d.sortStable=S.split(&quot;&quot;).sort(j).join(&quot;&quot;)===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&amp;e.compareDocumentPosition(C.createElement(&quot;fieldset&quot;))}),ce(function(e){return e.innerHTML=&quot;&lt;a href=&#x27;#&#x27;&gt;&lt;/a&gt;&quot;,&quot;#&quot;===e.firstChild.getAttribute(&quot;href&quot;)})||fe(&quot;type|href|height|width&quot;,function(e,t,n){if(!n)return e.getAttribute(t,&quot;type&quot;===t.toLowerCase()?1:2)}),d.attributes&amp;&amp;ce(function(e){return e.innerHTML=&quot;&lt;input/&gt;&quot;,e.firstChild.setAttribute(&quot;value&quot;,&quot;&quot;),&quot;&quot;===e.firstChild.getAttribute(&quot;value&quot;)})||fe(&quot;value&quot;,function(e,t,n){if(!n&amp;&amp;&quot;input&quot;===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute(&quot;disabled&quot;)})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&amp;&amp;r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[&quot;:&quot;]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&amp;&amp;9!==e.nodeType)if(1===e.nodeType){if(i&amp;&amp;S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&amp;&amp;e!==t&amp;&amp;n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&amp;&amp;e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^&lt;([a-z][^\\/\\0&gt;:\\x20\\t\\r\\n\\f]*)[\\x20\\t\\r\\n\\f]*\\/?&gt;(?:&lt;\\/\\1&gt;|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):&quot;string&quot;!=typeof n?S.grep(e,function(e){return-1&lt;i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&amp;&amp;(e=&quot;:not(&quot;+e+&quot;)&quot;),1===t.length&amp;&amp;1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if(&quot;string&quot;!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t&lt;r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t&lt;r;t++)S.find(e,i[t],n);return 1&lt;r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,&quot;string&quot;==typeof e&amp;&amp;k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\\s*(&lt;[\\w\\W]+&gt;)[^&gt;]*|#([\\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,&quot;string&quot;==typeof e){if(!(r=&quot;&lt;&quot;===e[0]&amp;&amp;&quot;&gt;&quot;===e[e.length-1]&amp;&amp;3&lt;=e.length?[null,e,null]:q.exec(e))||!r[1]&amp;&amp;t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&amp;&amp;t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&amp;&amp;S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&amp;&amp;(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&amp;&amp;1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e&lt;n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a=&quot;string&quot;!=typeof e&amp;&amp;S(e);if(!k.test(e))for(;r&lt;i;r++)for(n=this[r];n&amp;&amp;n!==t;n=n.parentNode)if(n.nodeType&lt;11&amp;&amp;(a?-1&lt;a.index(n):1===n.nodeType&amp;&amp;S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1&lt;o.length?S.uniqueSort(o):o)},index:function(e){return e?&quot;string&quot;==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&amp;&amp;this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&amp;&amp;11!==t.nodeType?t:null},parents:function(e){return h(e,&quot;parentNode&quot;)},parentsUntil:function(e,t,n){return h(e,&quot;parentNode&quot;,n)},next:function(e){return O(e,&quot;nextSibling&quot;)},prev:function(e){return O(e,&quot;previousSibling&quot;)},nextAll:function(e){return h(e,&quot;nextSibling&quot;)},prevAll:function(e){return h(e,&quot;previousSibling&quot;)},nextUntil:function(e,t,n){return h(e,&quot;nextSibling&quot;,n)},prevUntil:function(e,t,n){return h(e,&quot;previousSibling&quot;,n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&amp;&amp;r(e.contentDocument)?e.contentDocument:(A(e,&quot;template&quot;)&amp;&amp;(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return&quot;Until&quot;!==r.slice(-5)&amp;&amp;(t=e),t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;(n=S.filter(t,n)),1&lt;this.length&amp;&amp;(H[r]||S.uniqueSort(n),L.test(r)&amp;&amp;n.reverse()),this.pushStack(n)}});var P=/[^\\x20\\t\\r\\n\\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&amp;&amp;m(i=e.promise)?i.call(e).done(t).fail(n):e&amp;&amp;m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r=&quot;string&quot;==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l&lt;s.length)!1===s[l].apply(t[0],t[1])&amp;&amp;r.stopOnFalse&amp;&amp;(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&amp;&amp;(s=t?[]:&quot;&quot;)},f={add:function(){return s&amp;&amp;(t&amp;&amp;!i&amp;&amp;(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&amp;&amp;f.has(t)||s.push(t):t&amp;&amp;t.length&amp;&amp;&quot;string&quot;!==w(t)&amp;&amp;n(t)})}(arguments),t&amp;&amp;!i&amp;&amp;c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1&lt;(n=S.inArray(t,s,n)))s.splice(n,1),n&lt;=l&amp;&amp;l--}),this},has:function(e){return e?-1&lt;S.inArray(e,s):0&lt;s.length},empty:function(){return s&amp;&amp;(s=[]),this},disable:function(){return a=u=[],s=t=&quot;&quot;,this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=&quot;&quot;),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[[&quot;notify&quot;,&quot;progress&quot;,S.Callbacks(&quot;memory&quot;),S.Callbacks(&quot;memory&quot;),2],[&quot;resolve&quot;,&quot;done&quot;,S.Callbacks(&quot;once memory&quot;),S.Callbacks(&quot;once memory&quot;),0,&quot;resolved&quot;],[&quot;reject&quot;,&quot;fail&quot;,S.Callbacks(&quot;once memory&quot;),S.Callbacks(&quot;once memory&quot;),1,&quot;rejected&quot;]],i=&quot;pending&quot;,a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},&quot;catch&quot;:function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&amp;&amp;i[t[4]];s[t[1]](function(){var e=n&amp;&amp;n.apply(this,arguments);e&amp;&amp;m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+&quot;With&quot;](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i&lt;u)){if((e=a.apply(n,r))===o.promise())throw new TypeError(&quot;Thenable self-resolution&quot;);t=e&amp;&amp;(&quot;object&quot;==typeof e||&quot;function&quot;==typeof e)&amp;&amp;e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&amp;&amp;(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&amp;&amp;S.Deferred.exceptionHook(e,t.stackTrace),u&lt;=i+1&amp;&amp;(a!==M&amp;&amp;(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&amp;&amp;(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&amp;&amp;n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+&quot;With&quot;](this===s?void 0:this,arguments),this},s[t[0]+&quot;With&quot;]=n.fireWith}),a.promise(s),e&amp;&amp;e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1&lt;arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n&lt;=1&amp;&amp;(I(e,o.done(a(t)).resolve,o.reject,!n),&quot;pending&quot;===o.state()||m(i[t]&amp;&amp;i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&amp;&amp;C.console.warn&amp;&amp;e&amp;&amp;W.test(e.name)&amp;&amp;C.console.warn(&quot;jQuery.Deferred exception: &quot;+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener(&quot;DOMContentLoaded&quot;,B),C.removeEventListener(&quot;load&quot;,B),S.ready()}S.fn.ready=function(e){return F.then(e)[&quot;catch&quot;](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&amp;&amp;0&lt;--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,&quot;complete&quot;===E.readyState||&quot;loading&quot;!==E.readyState&amp;&amp;!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener(&quot;DOMContentLoaded&quot;,B),C.addEventListener(&quot;load&quot;,B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if(&quot;object&quot;===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&amp;&amp;(i=!0,m(r)||(a=!0),l&amp;&amp;(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s&lt;u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,&quot;ms-&quot;).replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&amp;&amp;(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if(&quot;string&quot;==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&amp;&amp;e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&amp;&amp;(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&amp;&amp;!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\\{[\\w\\W]*\\}|\\[[\\w\\W]*\\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&amp;&amp;1===e.nodeType)if(r=&quot;data-&quot;+t.replace(K,&quot;-$&amp;&quot;).toLowerCase(),&quot;string&quot;==typeof(n=e.getAttribute(r))){try{n=&quot;true&quot;===(i=n)||&quot;false&quot;!==i&amp;&amp;(&quot;null&quot;===i?null:i===+i+&quot;&quot;?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&amp;&amp;o.attributes;if(void 0===n){if(this.length&amp;&amp;(i=Q.get(o),1===o.nodeType&amp;&amp;!Y.get(o,&quot;hasDataAttrs&quot;))){t=a.length;while(t--)a[t]&amp;&amp;0===(r=a[t].name).indexOf(&quot;data-&quot;)&amp;&amp;(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,&quot;hasDataAttrs&quot;,!0)}return i}return&quot;object&quot;==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&amp;&amp;void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1&lt;arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||&quot;fx&quot;)+&quot;queue&quot;,r=Y.get(e,t),n&amp;&amp;(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||&quot;fx&quot;;var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);&quot;inprogress&quot;===i&amp;&amp;(i=n.shift(),r--),i&amp;&amp;(&quot;fx&quot;===t&amp;&amp;n.unshift(&quot;inprogress&quot;),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&amp;&amp;o&amp;&amp;o.empty.fire()},_queueHooks:function(e,t){var n=t+&quot;queueHooks&quot;;return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks(&quot;once memory&quot;).add(function(){Y.remove(e,[t+&quot;queue&quot;,n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return&quot;string&quot;!=typeof t&amp;&amp;(n=t,t=&quot;fx&quot;,e--),arguments.length&lt;e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),&quot;fx&quot;===t&amp;&amp;&quot;inprogress&quot;!==e[0]&amp;&amp;S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||&quot;fx&quot;,[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};&quot;string&quot;!=typeof e&amp;&amp;(t=e,e=void 0),e=e||&quot;fx&quot;;while(a--)(n=Y.get(o[a],e+&quot;queueHooks&quot;))&amp;&amp;n.empty&amp;&amp;(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\\d*\\.|)\\d+(?:[eE][+-]?\\d+|)/.source,te=new RegExp(&quot;^(?:([+-])=|)(&quot;+ee+&quot;)([a-z%]*)$&quot;,&quot;i&quot;),ne=[&quot;Top&quot;,&quot;Right&quot;,&quot;Bottom&quot;,&quot;Left&quot;],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&amp;&amp;(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return&quot;none&quot;===(e=t||e).style.display||&quot;&quot;===e.style.display&amp;&amp;ie(e)&amp;&amp;&quot;none&quot;===S.css(e,&quot;display&quot;)};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,&quot;&quot;)},u=s(),l=n&amp;&amp;n[3]||(S.cssNumber[t]?&quot;&quot;:&quot;px&quot;),c=e.nodeType&amp;&amp;(S.cssNumber[t]||&quot;px&quot;!==l&amp;&amp;+u)&amp;&amp;te.exec(S.css(e,t));if(c&amp;&amp;c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))&lt;=0&amp;&amp;(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&amp;&amp;(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&amp;&amp;(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c&lt;f;c++)(r=e[c]).style&amp;&amp;(n=r.style.display,t?(&quot;none&quot;===n&amp;&amp;(l[c]=Y.get(r,&quot;display&quot;)||null,l[c]||(r.style.display=&quot;&quot;)),&quot;&quot;===r.style.display&amp;&amp;ae(r)&amp;&amp;(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,&quot;display&quot;),o.parentNode.removeChild(o),&quot;none&quot;===u&amp;&amp;(u=&quot;block&quot;),ue[s]=u)))):&quot;none&quot;!==n&amp;&amp;(l[c]=&quot;none&quot;,Y.set(r,&quot;display&quot;,n)));for(c=0;c&lt;f;c++)null!=l[c]&amp;&amp;(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return&quot;boolean&quot;==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/&lt;([a-z][^\\/\\0&gt;\\x20\\t\\r\\n\\f]*)/i,he=/^$|^module$|\\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement(&quot;div&quot;)),(fe=E.createElement(&quot;input&quot;)).setAttribute(&quot;type&quot;,&quot;radio&quot;),fe.setAttribute(&quot;checked&quot;,&quot;checked&quot;),fe.setAttribute(&quot;name&quot;,&quot;t&quot;),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML=&quot;&lt;textarea&gt;x&lt;/textarea&gt;&quot;,y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML=&quot;&lt;option&gt;&lt;/option&gt;&quot;,y.option=!!ce.lastChild;var ge={thead:[1,&quot;&lt;table&gt;&quot;,&quot;&lt;/table&gt;&quot;],col:[2,&quot;&lt;table&gt;&lt;colgroup&gt;&quot;,&quot;&lt;/colgroup&gt;&lt;/table&gt;&quot;],tr:[2,&quot;&lt;table&gt;&lt;tbody&gt;&quot;,&quot;&lt;/tbody&gt;&lt;/table&gt;&quot;],td:[3,&quot;&lt;table&gt;&lt;tbody&gt;&lt;tr&gt;&quot;,&quot;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&quot;],_default:[0,&quot;&quot;,&quot;&quot;]};function ve(e,t){var n;return n=&quot;undefined&quot;!=typeof e.getElementsByTagName?e.getElementsByTagName(t||&quot;*&quot;):&quot;undefined&quot;!=typeof e.querySelectorAll?e.querySelectorAll(t||&quot;*&quot;):[],void 0===t||t&amp;&amp;A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n&lt;r;n++)Y.set(e[n],&quot;globalEval&quot;,!t||Y.get(t[n],&quot;globalEval&quot;))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,&quot;&lt;select multiple=&#x27;multiple&#x27;&gt;&quot;,&quot;&lt;/select&gt;&quot;]);var me=/&lt;|&amp;#?\\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d&lt;h;d++)if((o=e[d])||0===o)if(&quot;object&quot;===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement(&quot;div&quot;)),s=(de.exec(o)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=&quot;&quot;}else p.push(t.createTextNode(o));f.textContent=&quot;&quot;,d=0;while(o=p[d++])if(r&amp;&amp;-1&lt;S.inArray(o,r))i&amp;&amp;i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),&quot;script&quot;),l&amp;&amp;ye(a),n){c=0;while(o=a[c++])he.test(o.type||&quot;&quot;)&amp;&amp;n.push(o)}return f}var be=/^([^.]*)(?:\\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==(&quot;focus&quot;===t)}function Ee(e,t,n,r,i,o){var a,s;if(&quot;object&quot;==typeof t){for(s in&quot;string&quot;!=typeof n&amp;&amp;(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&amp;&amp;null==i?(i=n,r=n=void 0):null==i&amp;&amp;(&quot;string&quot;==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&amp;&amp;(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&amp;e.isTrigger&amp;&amp;this[i]){if(r.length)(S.event.special[i]||{}).delegateType&amp;&amp;e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&amp;&amp;n.value}else r.length&amp;&amp;(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&amp;&amp;S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&amp;&amp;(n=(o=n).handler,i=o.selector),i&amp;&amp;S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return&quot;undefined&quot;!=typeof S&amp;&amp;S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||&quot;&quot;).match(P)||[&quot;&quot;]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||&quot;&quot;).split(&quot;.&quot;).sort(),d&amp;&amp;(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&amp;&amp;S.expr.match.needsContext.test(i),namespace:h.join(&quot;.&quot;)},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&amp;&amp;!1!==f.setup.call(t,r,h,a)||t.addEventListener&amp;&amp;t.addEventListener(d,a)),f.add&amp;&amp;(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&amp;&amp;Y.get(e);if(v&amp;&amp;(u=v.events)){l=(t=(t||&quot;&quot;).match(P)||[&quot;&quot;]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||&quot;&quot;).split(&quot;.&quot;).sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&amp;&amp;new RegExp(&quot;(^|\\\\.)&quot;+h.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;),a=o=p.length;while(o--)c=p[o],!i&amp;&amp;g!==c.origType||n&amp;&amp;n.guid!==c.guid||s&amp;&amp;!s.test(c.namespace)||r&amp;&amp;r!==c.selector&amp;&amp;(&quot;**&quot;!==r||!c.selector)||(p.splice(o,1),c.selector&amp;&amp;p.delegateCount--,f.remove&amp;&amp;f.remove.call(e,c));a&amp;&amp;!p.length&amp;&amp;(f.teardown&amp;&amp;!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&amp;&amp;Y.remove(e,&quot;handle events&quot;)}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,&quot;events&quot;)||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t&lt;arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&amp;&amp;!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&amp;&amp;!u.isImmediatePropagationStopped())u.rnamespace&amp;&amp;!1!==o.namespace&amp;&amp;!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&amp;&amp;!1===(u.result=r)&amp;&amp;(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&amp;&amp;c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&amp;&amp;l.nodeType&amp;&amp;!(&quot;click&quot;===e.type&amp;&amp;1&lt;=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&amp;&amp;(&quot;click&quot;!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n&lt;u;n++)void 0===a[i=(r=t[n]).selector+&quot; &quot;]&amp;&amp;(a[i]=r.needsContext?-1&lt;S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&amp;&amp;o.push(r);o.length&amp;&amp;s.push({elem:l,handlers:o})}return l=this,u&lt;t.length&amp;&amp;s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Se(t,&quot;click&quot;,we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Se(t,&quot;click&quot;),!0},_default:function(e){var t=e.target;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Y.get(t,&quot;click&quot;)||A(t,&quot;a&quot;)}},beforeunload:{postDispatch:function(e){void 0!==e.result&amp;&amp;e.originalEvent&amp;&amp;(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&amp;&amp;e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&amp;&amp;e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&amp;&amp;!1===e.returnValue?we:Te,this.target=e.target&amp;&amp;3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&amp;&amp;S.extend(this,t),this.timeStamp=e&amp;&amp;e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,&quot;char&quot;:!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:&quot;mouseover&quot;,mouseleave:&quot;mouseout&quot;,pointerenter:&quot;pointerover&quot;,pointerleave:&quot;pointerout&quot;},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&amp;&amp;(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&amp;&amp;e.preventDefault&amp;&amp;e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+&quot;.&quot;+r.namespace:r.origType,r.selector,r.handler),this;if(&quot;object&quot;==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&amp;&amp;&quot;function&quot;!=typeof t||(n=t,t=void 0),!1===n&amp;&amp;(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/&lt;script|&lt;style|&lt;link/i,Ae=/checked\\s*(?:[^=]|=\\s*.checked.)/i,Ne=/^\\s*&lt;!(?:\\[CDATA\\[|--)|(?:\\]\\]|--)&gt;\\s*$/g;function je(e,t){return A(e,&quot;table&quot;)&amp;&amp;A(11!==t.nodeType?t:t.firstChild,&quot;tr&quot;)&amp;&amp;S(e).children(&quot;tbody&quot;)[0]||e}function De(e){return e.type=(null!==e.getAttribute(&quot;type&quot;))+&quot;/&quot;+e.type,e}function qe(e){return&quot;true/&quot;===(e.type||&quot;&quot;).slice(0,5)?e.type=e.type.slice(5):e.removeAttribute(&quot;type&quot;),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&amp;&amp;(s=Y.get(e).events))for(i in Y.remove(t,&quot;handle events&quot;),s)for(n=0,r=s[i].length;n&lt;r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&amp;&amp;(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1&lt;f&amp;&amp;&quot;string&quot;==typeof d&amp;&amp;!y.checkClone&amp;&amp;Ae.test(d))return n.each(function(e){var t=n.eq(e);h&amp;&amp;(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&amp;&amp;(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&amp;&amp;(e=t),t||o)){for(s=(a=S.map(ve(e,&quot;script&quot;),De)).length;c&lt;f;c++)u=e,c!==p&amp;&amp;(u=S.clone(u,!0,!0),s&amp;&amp;S.merge(a,ve(u,&quot;script&quot;))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c&lt;s;c++)u=a[c],he.test(u.type||&quot;&quot;)&amp;&amp;!Y.access(u,&quot;globalEval&quot;)&amp;&amp;S.contains(l,u)&amp;&amp;(u.src&amp;&amp;&quot;module&quot;!==(u.type||&quot;&quot;).toLowerCase()?S._evalUrl&amp;&amp;!u.noModule&amp;&amp;S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute(&quot;nonce&quot;)},l):b(u.textContent.replace(Ne,&quot;&quot;),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&amp;&amp;(n&amp;&amp;ie(r)&amp;&amp;ye(ve(r,&quot;script&quot;)),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&amp;&amp;11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r&lt;i;r++)s=o[r],u=a[r],void 0,&quot;input&quot;===(l=u.nodeName.toLowerCase())&amp;&amp;pe.test(s.type)?u.checked=s.checked:&quot;input&quot;!==l&amp;&amp;&quot;textarea&quot;!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r&lt;i;r++)Le(o[r],a[r]);else Le(e,c);return 0&lt;(a=ve(c,&quot;script&quot;)).length&amp;&amp;ye(a,!f&amp;&amp;ve(e,&quot;script&quot;)),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&amp;&amp;(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&amp;&amp;11!==this.nodeType&amp;&amp;9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&amp;&amp;11!==this.nodeType&amp;&amp;9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&amp;&amp;this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&amp;&amp;this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&amp;&amp;(S.cleanData(ve(e,!1)),e.textContent=&quot;&quot;);return this},clone:function(e,t){return e=null!=e&amp;&amp;e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&amp;&amp;1===t.nodeType)return t.innerHTML;if(&quot;string&quot;==typeof e&amp;&amp;!ke.test(e)&amp;&amp;!ge[(de.exec(e)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n&lt;r;n++)1===(t=this[n]||{}).nodeType&amp;&amp;(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&amp;&amp;this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)&lt;0&amp;&amp;(S.cleanData(ve(this)),t&amp;&amp;t.replaceChild(e,this))},n)}}),S.each({appendTo:&quot;append&quot;,prependTo:&quot;prepend&quot;,insertBefore:&quot;before&quot;,insertAfter:&quot;after&quot;,replaceAll:&quot;replaceWith&quot;},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o&lt;=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp(&quot;^(&quot;+ee+&quot;)(?!px)[a-z%]+$&quot;,&quot;i&quot;),Re=function(e){var t=e.ownerDocument.defaultView;return t&amp;&amp;t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join(&quot;|&quot;),&quot;i&quot;);function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&amp;&amp;(&quot;&quot;!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&amp;&amp;Pe.test(a)&amp;&amp;Ie.test(t)&amp;&amp;(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+&quot;&quot;:a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText=&quot;position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0&quot;,l.style.cssText=&quot;position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%&quot;,re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n=&quot;1%&quot;!==e.top,s=12===t(e.marginLeft),l.style.right=&quot;60%&quot;,o=36===t(e.right),r=36===t(e.width),l.style.position=&quot;absolute&quot;,i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement(&quot;div&quot;),l=E.createElement(&quot;div&quot;);l.style&amp;&amp;(l.style.backgroundClip=&quot;content-box&quot;,l.cloneNode(!0).style.backgroundClip=&quot;&quot;,y.clearCloneStyle=&quot;content-box&quot;===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&amp;&amp;(e=E.createElement(&quot;table&quot;),t=E.createElement(&quot;tr&quot;),n=E.createElement(&quot;div&quot;),e.style.cssText=&quot;position:absolute;left:-11111px;border-collapse:separate&quot;,t.style.cssText=&quot;border:1px solid&quot;,t.style.height=&quot;1px&quot;,n.style.height=&quot;9px&quot;,n.style.display=&quot;block&quot;,re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=[&quot;Webkit&quot;,&quot;Moz&quot;,&quot;ms&quot;],$e=E.createElement(&quot;div&quot;).style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:&quot;absolute&quot;,visibility:&quot;hidden&quot;,display:&quot;block&quot;},Ge={letterSpacing:&quot;0&quot;,fontWeight:&quot;400&quot;};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||&quot;px&quot;):t}function Qe(e,t,n,r,i,o){var a=&quot;width&quot;===t?1:0,s=0,u=0;if(n===(r?&quot;border&quot;:&quot;content&quot;))return 0;for(;a&lt;4;a+=2)&quot;margin&quot;===n&amp;&amp;(u+=S.css(e,n+ne[a],!0,i)),r?(&quot;content&quot;===n&amp;&amp;(u-=S.css(e,&quot;padding&quot;+ne[a],!0,i)),&quot;margin&quot;!==n&amp;&amp;(u-=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i))):(u+=S.css(e,&quot;padding&quot;+ne[a],!0,i),&quot;padding&quot;!==n?u+=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i):s+=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i));return!r&amp;&amp;0&lt;=o&amp;&amp;(u+=Math.max(0,Math.ceil(e[&quot;offset&quot;+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&amp;&amp;&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,r),o=i,a=We(e,t,r),s=&quot;offset&quot;+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a=&quot;auto&quot;}return(!y.boxSizingReliable()&amp;&amp;i||!y.reliableTrDimensions()&amp;&amp;A(e,&quot;tr&quot;)||&quot;auto&quot;===a||!parseFloat(a)&amp;&amp;&quot;inline&quot;===S.css(e,&quot;display&quot;,!1,r))&amp;&amp;e.getClientRects().length&amp;&amp;(i=&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,r),(o=s in e)&amp;&amp;(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?&quot;border&quot;:&quot;content&quot;),o,r,a)+&quot;px&quot;}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,&quot;opacity&quot;);return&quot;&quot;===n?&quot;1&quot;:n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&amp;&amp;3!==e.nodeType&amp;&amp;8!==e.nodeType&amp;&amp;e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&amp;&amp;&quot;get&quot;in a&amp;&amp;void 0!==(i=a.get(e,!1,r))?i:l[t];&quot;string&quot;===(o=typeof n)&amp;&amp;(i=te.exec(n))&amp;&amp;i[1]&amp;&amp;(n=se(e,t,i),o=&quot;number&quot;),null!=n&amp;&amp;n==n&amp;&amp;(&quot;number&quot;!==o||u||(n+=i&amp;&amp;i[3]||(S.cssNumber[s]?&quot;&quot;:&quot;px&quot;)),y.clearCloneStyle||&quot;&quot;!==n||0!==t.indexOf(&quot;background&quot;)||(l[t]=&quot;inherit&quot;),a&amp;&amp;&quot;set&quot;in a&amp;&amp;void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&amp;&amp;&quot;get&quot;in a&amp;&amp;(i=a.get(e,!0,n)),void 0===i&amp;&amp;(i=We(e,t,r)),&quot;normal&quot;===i&amp;&amp;t in Ge&amp;&amp;(i=Ge[t]),&quot;&quot;===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each([&quot;height&quot;,&quot;width&quot;],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,&quot;display&quot;))||e.getClientRects().length&amp;&amp;e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&amp;&amp;&quot;absolute&quot;===i.position,a=(o||n)&amp;&amp;&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,i),s=n?Qe(e,u,n,a,i):0;return a&amp;&amp;o&amp;&amp;(s-=Math.ceil(e[&quot;offset&quot;+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,&quot;border&quot;,!1,i)-.5)),s&amp;&amp;(r=te.exec(t))&amp;&amp;&quot;px&quot;!==(r[3]||&quot;px&quot;)&amp;&amp;(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,&quot;marginLeft&quot;))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+&quot;px&quot;}),S.each({margin:&quot;&quot;,padding:&quot;&quot;,border:&quot;Width&quot;},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r=&quot;string&quot;==typeof e?e.split(&quot; &quot;):[e];t&lt;4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},&quot;margin&quot;!==i&amp;&amp;(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a&lt;i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1&lt;arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?&quot;&quot;:&quot;px&quot;)},cur:function(){var e=Ke.propHooks[this.prop];return e&amp;&amp;e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&amp;&amp;this.options.step.call(this.elem,this.now,this),n&amp;&amp;n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&amp;&amp;null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,&quot;&quot;))&amp;&amp;&quot;auto&quot;!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&amp;&amp;null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&amp;&amp;e.elem.parentNode&amp;&amp;(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:&quot;swing&quot;},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&amp;&amp;(!1===E.hidden&amp;&amp;C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r&lt;4;r+=2-t)i[&quot;margin&quot;+(n=ne[r])]=i[&quot;padding&quot;+n]=e;return t&amp;&amp;(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners[&quot;*&quot;]),o=0,a=i.length;o&lt;a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r&lt;i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n&lt;1&amp;&amp;i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t&lt;n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&amp;&amp;(i=o[1],o=e[n]=o[0]),n!==r&amp;&amp;(e[r]=o,delete e[n]),(a=S.cssHooks[r])&amp;&amp;&quot;expand&quot;in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r&lt;i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&amp;&amp;(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&amp;&amp;l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{&quot;*&quot;:[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=[&quot;*&quot;]):e=e.match(P);for(var n,r=0,i=e.length;r&lt;i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f=&quot;width&quot;in t||&quot;height&quot;in t,p=this,d={},h=e.style,g=e.nodeType&amp;&amp;ae(e),v=Y.get(e,&quot;fxshow&quot;);for(r in n.queue||(null==(a=S._queueHooks(e,&quot;fx&quot;)).unqueued&amp;&amp;(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,&quot;fx&quot;).length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||&quot;toggle&quot;===i,i===(g?&quot;hide&quot;:&quot;show&quot;)){if(&quot;show&quot;!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&amp;&amp;v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&amp;&amp;1===e.nodeType&amp;&amp;(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&amp;&amp;v.display)&amp;&amp;(l=Y.get(e,&quot;display&quot;)),&quot;none&quot;===(c=S.css(e,&quot;display&quot;))&amp;&amp;(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,&quot;display&quot;),le([e]))),(&quot;inline&quot;===c||&quot;inline-block&quot;===c&amp;&amp;null!=l)&amp;&amp;&quot;none&quot;===S.css(e,&quot;float&quot;)&amp;&amp;(u||(p.done(function(){h.display=l}),null==l&amp;&amp;(c=h.display,l=&quot;none&quot;===c?&quot;&quot;:c)),h.display=&quot;inline-block&quot;)),n.overflow&amp;&amp;(h.overflow=&quot;hidden&quot;,p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?&quot;hidden&quot;in v&amp;&amp;(g=v.hidden):v=Y.access(e,&quot;fxshow&quot;,{display:l}),o&amp;&amp;(v.hidden=!g),g&amp;&amp;le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,&quot;fxshow&quot;),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&amp;&amp;(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&amp;&amp;&quot;object&quot;==typeof e?S.extend({},e):{complete:n||!n&amp;&amp;t||m(e)&amp;&amp;e,duration:e,easing:n&amp;&amp;t||t&amp;&amp;!m(t)&amp;&amp;t};return S.fx.off?r.duration=0:&quot;number&quot;!=typeof r.duration&amp;&amp;(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&amp;&amp;!0!==r.queue||(r.queue=&quot;fx&quot;),r.old=r.complete,r.complete=function(){m(r.old)&amp;&amp;r.old.call(this),r.queue&amp;&amp;S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css(&quot;opacity&quot;,0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,&quot;finish&quot;))&amp;&amp;e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return&quot;string&quot;!=typeof i&amp;&amp;(o=e,e=i,i=void 0),e&amp;&amp;this.queue(i||&quot;fx&quot;,[]),this.each(function(){var e=!0,t=null!=i&amp;&amp;i+&quot;queueHooks&quot;,n=S.timers,r=Y.get(this);if(t)r[t]&amp;&amp;r[t].stop&amp;&amp;a(r[t]);else for(t in r)r[t]&amp;&amp;r[t].stop&amp;&amp;it.test(t)&amp;&amp;a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&amp;&amp;n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&amp;&amp;o||S.dequeue(this,i)})},finish:function(a){return!1!==a&amp;&amp;(a=a||&quot;fx&quot;),this.each(function(){var e,t=Y.get(this),n=t[a+&quot;queue&quot;],r=t[a+&quot;queueHooks&quot;],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&amp;&amp;r.stop&amp;&amp;r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&amp;&amp;i[e].queue===a&amp;&amp;(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e&lt;o;e++)n[e]&amp;&amp;n[e].finish&amp;&amp;n[e].finish.call(this);delete t.finish})}}),S.each([&quot;toggle&quot;,&quot;show&quot;,&quot;hide&quot;],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||&quot;boolean&quot;==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st(&quot;show&quot;),slideUp:st(&quot;hide&quot;),slideToggle:st(&quot;toggle&quot;),fadeIn:{opacity:&quot;show&quot;},fadeOut:{opacity:&quot;hide&quot;},fadeToggle:{opacity:&quot;toggle&quot;}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t&lt;n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&amp;&amp;S.fx.speeds[r]||r,e=e||&quot;fx&quot;,this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement(&quot;input&quot;),nt=E.createElement(&quot;select&quot;).appendChild(E.createElement(&quot;option&quot;)),tt.type=&quot;checkbox&quot;,y.checkOn=&quot;&quot;!==tt.value,y.optSelected=nt.selected,(tt=E.createElement(&quot;input&quot;)).value=&quot;t&quot;,tt.type=&quot;radio&quot;,y.radioValue=&quot;t&quot;===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1&lt;arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&amp;&amp;8!==o&amp;&amp;2!==o)return&quot;undefined&quot;==typeof e.getAttribute?S.prop(e,t,n):(1===o&amp;&amp;S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&amp;&amp;&quot;set&quot;in i&amp;&amp;void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+&quot;&quot;),n):i&amp;&amp;&quot;get&quot;in i&amp;&amp;null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&amp;&amp;&quot;radio&quot;===t&amp;&amp;A(e,&quot;input&quot;)){var n=e.value;return e.setAttribute(&quot;type&quot;,t),n&amp;&amp;(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&amp;&amp;t.match(P);if(i&amp;&amp;1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(&quot; &quot;)}function gt(e){return e.getAttribute&amp;&amp;e.getAttribute(&quot;class&quot;)||&quot;&quot;}function vt(e){return Array.isArray(e)?e:&quot;string&quot;==typeof e&amp;&amp;e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1&lt;arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&amp;&amp;8!==o&amp;&amp;2!==o)return 1===o&amp;&amp;S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&amp;&amp;&quot;set&quot;in i&amp;&amp;void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&amp;&amp;&quot;get&quot;in i&amp;&amp;null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,&quot;tabindex&quot;);return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&amp;&amp;e.href?0:-1}}},propFix:{&quot;for&quot;:&quot;htmlFor&quot;,&quot;class&quot;:&quot;className&quot;}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&amp;&amp;t.parentNode&amp;&amp;t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&amp;&amp;(t.selectedIndex,t.parentNode&amp;&amp;t.parentNode.selectedIndex)}}),S.each([&quot;tabIndex&quot;,&quot;readOnly&quot;,&quot;maxLength&quot;,&quot;cellSpacing&quot;,&quot;cellPadding&quot;,&quot;rowSpan&quot;,&quot;colSpan&quot;,&quot;useMap&quot;,&quot;frameBorder&quot;,&quot;contentEditable&quot;],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&amp;&amp;&quot; &quot;+ht(i)+&quot; &quot;){a=0;while(o=e[a++])r.indexOf(&quot; &quot;+o+&quot; &quot;)&lt;0&amp;&amp;(r+=o+&quot; &quot;);i!==(s=ht(r))&amp;&amp;n.setAttribute(&quot;class&quot;,s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr(&quot;class&quot;,&quot;&quot;);if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&amp;&amp;&quot; &quot;+ht(i)+&quot; &quot;){a=0;while(o=e[a++])while(-1&lt;r.indexOf(&quot; &quot;+o+&quot; &quot;))r=r.replace(&quot; &quot;+o+&quot; &quot;,&quot; &quot;);i!==(s=ht(r))&amp;&amp;n.setAttribute(&quot;class&quot;,s)}return this},toggleClass:function(i,t){var o=typeof i,a=&quot;string&quot;===o||Array.isArray(i);return&quot;boolean&quot;==typeof t&amp;&amp;a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&amp;&amp;&quot;boolean&quot;!==o||((e=gt(this))&amp;&amp;Y.set(this,&quot;__className__&quot;,e),this.setAttribute&amp;&amp;this.setAttribute(&quot;class&quot;,e||!1===i?&quot;&quot;:Y.get(this,&quot;__className__&quot;)||&quot;&quot;))})},hasClass:function(e){var t,n,r=0;t=&quot; &quot;+e+&quot; &quot;;while(n=this[r++])if(1===n.nodeType&amp;&amp;-1&lt;(&quot; &quot;+ht(gt(n))+&quot; &quot;).indexOf(t))return!0;return!1}});var yt=/\\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&amp;&amp;(null==(t=i?n.call(this,e,S(this).val()):n)?t=&quot;&quot;:&quot;number&quot;==typeof t?t+=&quot;&quot;:Array.isArray(t)&amp;&amp;(t=S.map(t,function(e){return null==e?&quot;&quot;:e+&quot;&quot;})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&amp;&amp;&quot;set&quot;in r&amp;&amp;void 0!==r.set(this,t,&quot;value&quot;)||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&amp;&amp;&quot;get&quot;in r&amp;&amp;void 0!==(e=r.get(t,&quot;value&quot;))?e:&quot;string&quot;==typeof(e=t.value)?e.replace(yt,&quot;&quot;):null==e?&quot;&quot;:e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,&quot;value&quot;);return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a=&quot;select-one&quot;===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o&lt;0?u:a?o:0;r&lt;u;r++)if(((n=i[r]).selected||r===o)&amp;&amp;!n.disabled&amp;&amp;(!n.parentNode.disabled||!A(n.parentNode,&quot;optgroup&quot;))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1&lt;S.inArray(S.valHooks.option.get(r),o))&amp;&amp;(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each([&quot;radio&quot;,&quot;checkbox&quot;],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1&lt;S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute(&quot;value&quot;)?&quot;on&quot;:e.value})}),y.focusin=&quot;onfocusin&quot;in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,&quot;type&quot;)?e.type:e,h=v.call(e,&quot;namespace&quot;)?e.namespace.split(&quot;.&quot;):[];if(o=f=a=n=n||E,3!==n.nodeType&amp;&amp;8!==n.nodeType&amp;&amp;!mt.test(d+S.event.triggered)&amp;&amp;(-1&lt;d.indexOf(&quot;.&quot;)&amp;&amp;(d=(h=d.split(&quot;.&quot;)).shift(),h.sort()),u=d.indexOf(&quot;:&quot;)&lt;0&amp;&amp;&quot;on&quot;+d,(e=e[S.expando]?e:new S.Event(d,&quot;object&quot;==typeof e&amp;&amp;e)).isTrigger=r?2:3,e.namespace=h.join(&quot;.&quot;),e.rnamespace=e.namespace?new RegExp(&quot;(^|\\\\.)&quot;+h.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&amp;&amp;!c.noBubble&amp;&amp;!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&amp;&amp;p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&amp;&amp;!e.isPropagationStopped())f=o,e.type=1&lt;i?s:c.bindType||d,(l=(Y.get(o,&quot;events&quot;)||Object.create(null))[e.type]&amp;&amp;Y.get(o,&quot;handle&quot;))&amp;&amp;l.apply(o,t),(l=u&amp;&amp;o[u])&amp;&amp;l.apply&amp;&amp;V(o)&amp;&amp;(e.result=l.apply(o,t),!1===e.result&amp;&amp;e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&amp;&amp;!1!==c._default.apply(p.pop(),t)||!V(n)||u&amp;&amp;m(n[d])&amp;&amp;!x(n)&amp;&amp;((a=n[u])&amp;&amp;(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&amp;&amp;f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&amp;&amp;f.removeEventListener(d,xt),S.event.triggered=void 0,a&amp;&amp;(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\\?/;S.parseXML=function(e){var t,n;if(!e||&quot;string&quot;!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,&quot;text/xml&quot;)}catch(e){}return n=t&amp;&amp;t.getElementsByTagName(&quot;parsererror&quot;)[0],t&amp;&amp;!n||S.error(&quot;Invalid XML: &quot;+(n?S.map(n.childNodes,function(e){return e.textContent}).join(&quot;\\n&quot;):e)),t};var Ct=/\\[\\]$/,Et=/\\r?\\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+&quot;[&quot;+(&quot;object&quot;==typeof t&amp;&amp;null!=t?e:&quot;&quot;)+&quot;]&quot;,t,r,i)});else if(r||&quot;object&quot;!==w(e))i(n,e);else for(t in e)At(n+&quot;[&quot;+t+&quot;]&quot;,e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+&quot;=&quot;+encodeURIComponent(null==n?&quot;&quot;:n)};if(null==e)return&quot;&quot;;if(Array.isArray(e)||e.jquery&amp;&amp;!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join(&quot;&amp;&quot;)},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,&quot;elements&quot;);return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&amp;&amp;!S(this).is(&quot;:disabled&quot;)&amp;&amp;kt.test(this.nodeName)&amp;&amp;!St.test(e)&amp;&amp;(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,&quot;\\r\\n&quot;)}}):{name:t.name,value:n.replace(Et,&quot;\\r\\n&quot;)}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&amp;])_=[^&amp;]*/,qt=/^(.*?):[ \\t]*([^\\r\\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\\/\\//,Ot={},Pt={},Rt=&quot;*/&quot;.concat(&quot;*&quot;),Mt=E.createElement(&quot;a&quot;);function It(o){return function(e,t){&quot;string&quot;!=typeof e&amp;&amp;(t=e,e=&quot;*&quot;);var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])&quot;+&quot;===n[0]?(n=n.slice(1)||&quot;*&quot;,(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return&quot;string&quot;!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s[&quot;*&quot;]&amp;&amp;l(&quot;*&quot;)}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&amp;&amp;((i[n]?e:r||(r={}))[n]=t[n]);return r&amp;&amp;S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:&quot;GET&quot;,isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:&quot;application/x-www-form-urlencoded; charset=UTF-8&quot;,accepts:{&quot;*&quot;:Rt,text:&quot;text/plain&quot;,html:&quot;text/html&quot;,xml:&quot;application/xml, text/xml&quot;,json:&quot;application/json, text/javascript&quot;},contents:{xml:/\\bxml\\b/,html:/\\bhtml/,json:/\\bjson\\b/},responseFields:{xml:&quot;responseXML&quot;,text:&quot;responseText&quot;,json:&quot;responseJSON&quot;},converters:{&quot;* text&quot;:String,&quot;text html&quot;:!0,&quot;text json&quot;:JSON.parse,&quot;text xml&quot;:S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){&quot;object&quot;==typeof e&amp;&amp;(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&amp;&amp;(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks(&quot;once memory&quot;),w=v.statusCode||{},a={},s={},u=&quot;canceled&quot;,T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+&quot; &quot;]=(n[t[1].toLowerCase()+&quot; &quot;]||[]).concat(t[2])}t=n[e.toLowerCase()+&quot; &quot;]}return null==t?null:t.join(&quot;, &quot;)},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&amp;&amp;(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&amp;&amp;(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&amp;&amp;c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+&quot;&quot;).replace(Ht,bt.protocol+&quot;//&quot;),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||&quot;*&quot;).toLowerCase().match(P)||[&quot;&quot;],null==v.crossDomain){r=E.createElement(&quot;a&quot;);try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+&quot;//&quot;+Mt.host!=r.protocol+&quot;//&quot;+r.host}catch(e){v.crossDomain=!0}}if(v.data&amp;&amp;v.processData&amp;&amp;&quot;string&quot;!=typeof v.data&amp;&amp;(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&amp;&amp;v.global)&amp;&amp;0==S.active++&amp;&amp;S.event.trigger(&quot;ajaxStart&quot;),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,&quot;&quot;),v.hasContent?v.data&amp;&amp;v.processData&amp;&amp;0===(v.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;(v.data=v.data.replace(Nt,&quot;+&quot;)):(o=v.url.slice(f.length),v.data&amp;&amp;(v.processData||&quot;string&quot;==typeof v.data)&amp;&amp;(f+=(Tt.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+v.data,delete v.data),!1===v.cache&amp;&amp;(f=f.replace(Dt,&quot;$1&quot;),o=(Tt.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+&quot;_=&quot;+wt.guid+++o),v.url=f+o),v.ifModified&amp;&amp;(S.lastModified[f]&amp;&amp;T.setRequestHeader(&quot;If-Modified-Since&quot;,S.lastModified[f]),S.etag[f]&amp;&amp;T.setRequestHeader(&quot;If-None-Match&quot;,S.etag[f])),(v.data&amp;&amp;v.hasContent&amp;&amp;!1!==v.contentType||t.contentType)&amp;&amp;T.setRequestHeader(&quot;Content-Type&quot;,v.contentType),T.setRequestHeader(&quot;Accept&quot;,v.dataTypes[0]&amp;&amp;v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+(&quot;*&quot;!==v.dataTypes[0]?&quot;, &quot;+Rt+&quot;; q=0.01&quot;:&quot;&quot;):v.accepts[&quot;*&quot;]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&amp;&amp;(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u=&quot;abort&quot;,b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&amp;&amp;m.trigger(&quot;ajaxSend&quot;,[T,v]),h)return T;v.async&amp;&amp;0&lt;v.timeout&amp;&amp;(d=C.setTimeout(function(){T.abort(&quot;timeout&quot;)},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,&quot;No Transport&quot;);function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&amp;&amp;C.clearTimeout(d),c=void 0,p=r||&quot;&quot;,T.readyState=0&lt;e?4:0,i=200&lt;=e&amp;&amp;e&lt;300||304===e,n&amp;&amp;(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while(&quot;*&quot;===u[0])u.shift(),void 0===r&amp;&amp;(r=e.mimeType||t.getResponseHeader(&quot;Content-Type&quot;));if(r)for(i in s)if(s[i]&amp;&amp;s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+&quot; &quot;+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&amp;&amp;u.unshift(o),n[o]}(v,T,n)),!i&amp;&amp;-1&lt;S.inArray(&quot;script&quot;,v.dataTypes)&amp;&amp;S.inArray(&quot;json&quot;,v.dataTypes)&lt;0&amp;&amp;(v.converters[&quot;text script&quot;]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&amp;&amp;(n[e.responseFields[o]]=t),!u&amp;&amp;r&amp;&amp;e.dataFilter&amp;&amp;(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if(&quot;*&quot;===o)o=u;else if(&quot;*&quot;!==u&amp;&amp;u!==o){if(!(a=l[u+&quot; &quot;+o]||l[&quot;* &quot;+o]))for(i in l)if((s=i.split(&quot; &quot;))[1]===o&amp;&amp;(a=l[u+&quot; &quot;+s[0]]||l[&quot;* &quot;+s[0]])){!0===a?a=l[i]:!0!==l[i]&amp;&amp;(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&amp;&amp;e[&quot;throws&quot;])t=a(t);else try{t=a(t)}catch(e){return{state:&quot;parsererror&quot;,error:a?e:&quot;No conversion from &quot;+u+&quot; to &quot;+o}}}return{state:&quot;success&quot;,data:t}}(v,s,T,i),i?(v.ifModified&amp;&amp;((u=T.getResponseHeader(&quot;Last-Modified&quot;))&amp;&amp;(S.lastModified[f]=u),(u=T.getResponseHeader(&quot;etag&quot;))&amp;&amp;(S.etag[f]=u)),204===e||&quot;HEAD&quot;===v.type?l=&quot;nocontent&quot;:304===e?l=&quot;notmodified&quot;:(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&amp;&amp;l||(l=&quot;error&quot;,e&lt;0&amp;&amp;(e=0))),T.status=e,T.statusText=(t||l)+&quot;&quot;,i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&amp;&amp;m.trigger(i?&quot;ajaxSuccess&quot;:&quot;ajaxError&quot;,[T,v,i?o:a]),b.fireWith(y,[T,l]),g&amp;&amp;(m.trigger(&quot;ajaxComplete&quot;,[T,v]),--S.active||S.event.trigger(&quot;ajaxStop&quot;)))}return T},getJSON:function(e,t,n){return S.get(e,t,n,&quot;json&quot;)},getScript:function(e,t){return S.get(e,void 0,t,&quot;script&quot;)}}),S.each([&quot;get&quot;,&quot;post&quot;],function(e,i){S[i]=function(e,t,n,r){return m(t)&amp;&amp;(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&amp;&amp;e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)&quot;content-type&quot;===t.toLowerCase()&amp;&amp;(e.contentType=e.headers[t]||&quot;&quot;)}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:&quot;GET&quot;,dataType:&quot;script&quot;,cache:!0,async:!1,global:!1,converters:{&quot;text script&quot;:function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&amp;&amp;(m(e)&amp;&amp;(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&amp;&amp;t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not(&quot;body&quot;).each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&amp;&amp;&quot;withCredentials&quot;in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&amp;&amp;!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&amp;&amp;r.overrideMimeType&amp;&amp;r.overrideMimeType(i.mimeType),i.crossDomain||e[&quot;X-Requested-With&quot;]||(e[&quot;X-Requested-With&quot;]=&quot;XMLHttpRequest&quot;),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&amp;&amp;(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,&quot;abort&quot;===e?r.abort():&quot;error&quot;===e?&quot;number&quot;!=typeof r.status?t(0,&quot;error&quot;):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,&quot;text&quot;!==(r.responseType||&quot;text&quot;)||&quot;string&quot;!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o(&quot;error&quot;),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&amp;&amp;C.setTimeout(function(){o&amp;&amp;a()})},o=o(&quot;abort&quot;);try{r.send(i.hasContent&amp;&amp;i.data||null)}catch(e){if(o)throw e}},abort:function(){o&amp;&amp;o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&amp;&amp;(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:&quot;text/javascript, application/javascript, application/ecmascript, application/x-ecmascript&quot;},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{&quot;text script&quot;:function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter(&quot;script&quot;,function(e){void 0===e.cache&amp;&amp;(e.cache=!1),e.crossDomain&amp;&amp;(e.type=&quot;GET&quot;)}),S.ajaxTransport(&quot;script&quot;,function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S(&quot;&lt;script&gt;&quot;).attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on(&quot;load error&quot;,i=function(e){r.remove(),i=null,e&amp;&amp;t(&quot;error&quot;===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&amp;&amp;i()}}});var _t,zt=[],Ut=/(=)\\?(?=&amp;|$)|\\?\\?/;S.ajaxSetup({jsonp:&quot;callback&quot;,jsonpCallback:function(){var e=zt.pop()||S.expando+&quot;_&quot;+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter(&quot;json jsonp&quot;,function(e,t,n){var r,i,o,a=!1!==e.jsonp&amp;&amp;(Ut.test(e.url)?&quot;url&quot;:&quot;string&quot;==typeof e.data&amp;&amp;0===(e.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;Ut.test(e.data)&amp;&amp;&quot;data&quot;);if(a||&quot;jsonp&quot;===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,&quot;$1&quot;+r):!1!==e.jsonp&amp;&amp;(e.url+=(Tt.test(e.url)?&quot;&amp;&quot;:&quot;?&quot;)+e.jsonp+&quot;=&quot;+r),e.converters[&quot;script json&quot;]=function(){return o||S.error(r+&quot; was not called&quot;),o[0]},e.dataTypes[0]=&quot;json&quot;,i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&amp;&amp;(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&amp;&amp;m(i)&amp;&amp;i(o[0]),o=i=void 0}),&quot;script&quot;}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument(&quot;&quot;).body).innerHTML=&quot;&lt;form&gt;&lt;/form&gt;&lt;form&gt;&lt;/form&gt;&quot;,2===_t.childNodes.length),S.parseHTML=function(e,t,n){return&quot;string&quot;!=typeof e?[]:(&quot;boolean&quot;==typeof t&amp;&amp;(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument(&quot;&quot;)).createElement(&quot;base&quot;)).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&amp;&amp;[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&amp;&amp;o.length&amp;&amp;S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(&quot; &quot;);return-1&lt;s&amp;&amp;(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;(i=&quot;POST&quot;),0&lt;a.length&amp;&amp;S.ajax({url:e,type:i||&quot;GET&quot;,dataType:&quot;html&quot;,data:t}).done(function(e){o=arguments,a.html(r?S(&quot;&lt;div&gt;&quot;).append(S.parseHTML(e)).find(r):e)}).always(n&amp;&amp;function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,&quot;position&quot;),c=S(e),f={};&quot;static&quot;===l&amp;&amp;(e.style.position=&quot;relative&quot;),s=c.offset(),o=S.css(e,&quot;top&quot;),u=S.css(e,&quot;left&quot;),(&quot;absolute&quot;===l||&quot;fixed&quot;===l)&amp;&amp;-1&lt;(o+u).indexOf(&quot;auto&quot;)?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&amp;&amp;(t=t.call(e,n,S.extend({},s))),null!=t.top&amp;&amp;(f.top=t.top-s.top+a),null!=t.left&amp;&amp;(f.left=t.left-s.left+i),&quot;using&quot;in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if(&quot;fixed&quot;===S.css(r,&quot;position&quot;))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&amp;&amp;(e===n.body||e===n.documentElement)&amp;&amp;&quot;static&quot;===S.css(e,&quot;position&quot;))e=e.parentNode;e&amp;&amp;e!==r&amp;&amp;1===e.nodeType&amp;&amp;((i=S(e).offset()).top+=S.css(e,&quot;borderTopWidth&quot;,!0),i.left+=S.css(e,&quot;borderLeftWidth&quot;,!0))}return{top:t.top-i.top-S.css(r,&quot;marginTop&quot;,!0),left:t.left-i.left-S.css(r,&quot;marginLeft&quot;,!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&amp;&amp;&quot;static&quot;===S.css(e,&quot;position&quot;))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:&quot;pageXOffset&quot;,scrollTop:&quot;pageYOffset&quot;},function(t,i){var o=&quot;pageYOffset&quot;===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&amp;&amp;(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each([&quot;top&quot;,&quot;left&quot;],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+&quot;px&quot;:t})}),S.each({Height:&quot;height&quot;,Width:&quot;width&quot;},function(a,s){S.each({padding:&quot;inner&quot;+a,content:s,&quot;&quot;:&quot;outer&quot;+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&amp;&amp;(r||&quot;boolean&quot;!=typeof e),i=r||(!0===e||!0===t?&quot;margin&quot;:&quot;border&quot;);return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf(&quot;outer&quot;)?e[&quot;inner&quot;+a]:e.document.documentElement[&quot;client&quot;+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body[&quot;scroll&quot;+a],r[&quot;scroll&quot;+a],e.body[&quot;offset&quot;+a],r[&quot;offset&quot;+a],r[&quot;client&quot;+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each([&quot;ajaxStart&quot;,&quot;ajaxStop&quot;,&quot;ajaxComplete&quot;,&quot;ajaxError&quot;,&quot;ajaxSuccess&quot;,&quot;ajaxSend&quot;],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,&quot;**&quot;):this.off(t,e||&quot;**&quot;,n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each(&quot;blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu&quot;.split(&quot; &quot;),function(e,n){S.fn[n]=function(e,t){return 0&lt;arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\\s\\uFEFF\\xA0]+|[\\s\\uFEFF\\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if(&quot;string&quot;==typeof t&amp;&amp;(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return(&quot;number&quot;===t||&quot;string&quot;===t)&amp;&amp;!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?&quot;&quot;:(e+&quot;&quot;).replace(Xt,&quot;&quot;)},&quot;function&quot;==typeof define&amp;&amp;define.amd&amp;&amp;define(&quot;jquery&quot;,[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&amp;&amp;(C.$=Gt),e&amp;&amp;C.jQuery===S&amp;&amp;(C.jQuery=Vt),S},&quot;undefined&quot;==typeof e&amp;&amp;(C.jQuery=C.$=S),S});\n",
       "&lt;/script&gt;\n",
       "        &lt;script&gt;/**\n",
       "* plotly.js (gl3d - minified) v1.46.1\n",
       "* Copyright 2012-2019, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
       "!function(t){if(&quot;object&quot;==typeof exports&amp;&amp;&quot;undefined&quot;!=typeof module)module.exports=t();else if(&quot;function&quot;==typeof define&amp;&amp;define.amd)define([],t);else{(&quot;undefined&quot;!=typeof window?window:&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:this).Plotly=t()}}(function(){return function(){return function t(e,r,n){function i(o,s){if(!r[o]){if(!e[o]){var l=&quot;function&quot;==typeof require&amp;&amp;require;if(!s&amp;&amp;l)return l(o,!0);if(a)return a(o,!0);var u=new Error(&quot;Cannot find module &#x27;&quot;+o+&quot;&#x27;&quot;);throw u.code=&quot;MODULE_NOT_FOUND&quot;,u}var c=r[o]={exports:{}};e[o][0].call(c.exports,function(t){return i(e[o][1][t]||t)},c,c.exports,t,e,r,n)}return r[o].exports}for(var a=&quot;function&quot;==typeof require&amp;&amp;require,o=0;o&lt;n.length;o++)i(n[o]);return i}}()({1:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../src/lib&quot;),i={&quot;X,X div&quot;:&quot;direction:ltr;font-family:&#x27;Open Sans&#x27;, verdana, arial, sans-serif;margin:0;padding:0;&quot;,&quot;X input,X button&quot;:&quot;font-family:&#x27;Open Sans&#x27;, verdana, arial, sans-serif;&quot;,&quot;X input:focus,X button:focus&quot;:&quot;outline:none;&quot;,&quot;X a&quot;:&quot;text-decoration:none;&quot;,&quot;X a:hover&quot;:&quot;text-decoration:none;&quot;,&quot;X .crisp&quot;:&quot;shape-rendering:crispEdges;&quot;,&quot;X .user-select-none&quot;:&quot;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;user-select:none;&quot;,&quot;X svg&quot;:&quot;overflow:hidden;&quot;,&quot;X svg a&quot;:&quot;fill:#447adb;&quot;,&quot;X svg a:hover&quot;:&quot;fill:#3c6dc5;&quot;,&quot;X .main-svg&quot;:&quot;position:absolute;top:0;left:0;pointer-events:none;&quot;,&quot;X .main-svg .draglayer&quot;:&quot;pointer-events:all;&quot;,&quot;X .cursor-default&quot;:&quot;cursor:default;&quot;,&quot;X .cursor-pointer&quot;:&quot;cursor:pointer;&quot;,&quot;X .cursor-crosshair&quot;:&quot;cursor:crosshair;&quot;,&quot;X .cursor-move&quot;:&quot;cursor:move;&quot;,&quot;X .cursor-col-resize&quot;:&quot;cursor:col-resize;&quot;,&quot;X .cursor-row-resize&quot;:&quot;cursor:row-resize;&quot;,&quot;X .cursor-ns-resize&quot;:&quot;cursor:ns-resize;&quot;,&quot;X .cursor-ew-resize&quot;:&quot;cursor:ew-resize;&quot;,&quot;X .cursor-sw-resize&quot;:&quot;cursor:sw-resize;&quot;,&quot;X .cursor-s-resize&quot;:&quot;cursor:s-resize;&quot;,&quot;X .cursor-se-resize&quot;:&quot;cursor:se-resize;&quot;,&quot;X .cursor-w-resize&quot;:&quot;cursor:w-resize;&quot;,&quot;X .cursor-e-resize&quot;:&quot;cursor:e-resize;&quot;,&quot;X .cursor-nw-resize&quot;:&quot;cursor:nw-resize;&quot;,&quot;X .cursor-n-resize&quot;:&quot;cursor:n-resize;&quot;,&quot;X .cursor-ne-resize&quot;:&quot;cursor:ne-resize;&quot;,&quot;X .cursor-grab&quot;:&quot;cursor:-webkit-grab;cursor:grab;&quot;,&quot;X .modebar&quot;:&quot;position:absolute;top:2px;right:2px;&quot;,&quot;X .ease-bg&quot;:&quot;-webkit-transition:background-color 0.3s ease 0s;-moz-transition:background-color 0.3s ease 0s;-ms-transition:background-color 0.3s ease 0s;-o-transition:background-color 0.3s ease 0s;transition:background-color 0.3s ease 0s;&quot;,&quot;X .modebar--hover&gt;:not(.watermark)&quot;:&quot;opacity:0;-webkit-transition:opacity 0.3s ease 0s;-moz-transition:opacity 0.3s ease 0s;-ms-transition:opacity 0.3s ease 0s;-o-transition:opacity 0.3s ease 0s;transition:opacity 0.3s ease 0s;&quot;,&quot;X:hover .modebar--hover .modebar-group&quot;:&quot;opacity:1;&quot;,&quot;X .modebar-group&quot;:&quot;float:left;display:inline-block;box-sizing:border-box;padding-left:8px;position:relative;vertical-align:middle;white-space:nowrap;&quot;,&quot;X .modebar-btn&quot;:&quot;position:relative;font-size:16px;padding:3px 4px;height:22px;cursor:pointer;line-height:normal;box-sizing:border-box;&quot;,&quot;X .modebar-btn svg&quot;:&quot;position:relative;top:2px;&quot;,&quot;X .modebar.vertical&quot;:&quot;display:flex;flex-direction:column;flex-wrap:wrap;align-content:flex-end;max-height:100%;&quot;,&quot;X .modebar.vertical svg&quot;:&quot;top:-1px;&quot;,&quot;X .modebar.vertical .modebar-group&quot;:&quot;display:block;float:none;padding-left:0px;padding-bottom:8px;&quot;,&quot;X .modebar.vertical .modebar-group .modebar-btn&quot;:&quot;display:block;text-align:center;&quot;,&quot;X [data-title]:before,X [data-title]:after&quot;:&quot;position:absolute;-webkit-transform:translate3d(0, 0, 0);-moz-transform:translate3d(0, 0, 0);-ms-transform:translate3d(0, 0, 0);-o-transform:translate3d(0, 0, 0);transform:translate3d(0, 0, 0);display:none;opacity:0;z-index:1001;pointer-events:none;top:110%;right:50%;&quot;,&quot;X [data-title]:hover:before,X [data-title]:hover:after&quot;:&quot;display:block;opacity:1;&quot;,&quot;X [data-title]:before&quot;:&quot;content:&#x27;&#x27;;position:absolute;background:transparent;border:6px solid transparent;z-index:1002;margin-top:-12px;border-bottom-color:#69738a;margin-right:-6px;&quot;,&quot;X [data-title]:after&quot;:&quot;content:attr(data-title);background:#69738a;color:white;padding:8px 10px;font-size:12px;line-height:12px;white-space:nowrap;margin-right:-18px;border-radius:2px;&quot;,&quot;X .vertical [data-title]:before,X .vertical [data-title]:after&quot;:&quot;top:0%;right:200%;&quot;,&quot;X .vertical [data-title]:before&quot;:&quot;border:6px solid transparent;border-left-color:#69738a;margin-top:8px;margin-right:-30px;&quot;,&quot;X .select-outline&quot;:&quot;fill:none;stroke-width:1;shape-rendering:crispEdges;&quot;,&quot;X .select-outline-1&quot;:&quot;stroke:white;&quot;,&quot;X .select-outline-2&quot;:&quot;stroke:black;stroke-dasharray:2px 2px;&quot;,Y:&quot;font-family:&#x27;Open Sans&#x27;;position:fixed;top:50px;right:20px;z-index:10000;font-size:10pt;max-width:180px;&quot;,&quot;Y p&quot;:&quot;margin:0;&quot;,&quot;Y .notifier-note&quot;:&quot;min-width:180px;max-width:250px;border:1px solid #fff;z-index:3000;margin:0;background-color:#8c97af;background-color:rgba(140,151,175,0.9);color:#fff;padding:10px;overflow-wrap:break-word;word-wrap:break-word;-ms-hyphens:auto;-webkit-hyphens:auto;hyphens:auto;&quot;,&quot;Y .notifier-close&quot;:&quot;color:#fff;opacity:0.8;float:right;padding:0 5px;background:none;border:none;font-size:20px;font-weight:bold;line-height:20px;&quot;,&quot;Y .notifier-close:hover&quot;:&quot;color:#444;text-decoration:none;cursor:pointer;&quot;};for(var a in i){var o=a.replace(/^,/,&quot; ,&quot;).replace(/X/g,&quot;.js-plotly-plot .plotly&quot;).replace(/Y/g,&quot;.plotly-notifier&quot;);n.addStyleRule(o,i[a])}},{&quot;../src/lib&quot;:495}],2:[function(t,e,r){&quot;use strict&quot;;e.exports={undo:{width:857.1,height:1e3,path:&quot;m857 350q0-87-34-166t-91-137-137-92-166-34q-96 0-183 41t-147 114q-4 6-4 13t5 11l76 77q6 5 14 5 9-1 13-7 41-53 100-82t126-29q58 0 110 23t92 61 61 91 22 111-22 111-61 91-92 61-110 23q-55 0-105-20t-90-57l77-77q17-16 8-38-10-23-33-23h-250q-15 0-25 11t-11 25v250q0 24 22 33 22 10 39-8l72-72q60 57 137 88t159 31q87 0 166-34t137-92 91-137 34-166z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},home:{width:928.6,height:1e3,path:&quot;m786 296v-267q0-15-11-26t-25-10h-214v214h-143v-214h-214q-15 0-25 10t-11 26v267q0 1 0 2t0 2l321 264 321-264q1-1 1-4z m124 39l-34-41q-5-5-12-6h-2q-7 0-12 3l-386 322-386-322q-7-4-13-4-7 2-12 7l-35 41q-4 5-3 13t6 12l401 334q18 15 42 15t43-15l136-114v109q0 8 5 13t13 5h107q8 0 13-5t5-13v-227l122-102q5-5 6-12t-4-13z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},&quot;camera-retro&quot;:{width:1e3,height:1e3,path:&quot;m518 386q0 8-5 13t-13 5q-37 0-63-27t-26-63q0-8 5-13t13-5 12 5 5 13q0 23 16 38t38 16q8 0 13 5t5 13z m125-73q0-59-42-101t-101-42-101 42-42 101 42 101 101 42 101-42 42-101z m-572-320h858v71h-858v-71z m643 320q0 89-62 152t-152 62-151-62-63-152 63-151 151-63 152 63 62 151z m-571 358h214v72h-214v-72z m-72-107h858v143h-462l-36-71h-360v-72z m929 143v-714q0-30-21-51t-50-21h-858q-29 0-50 21t-21 51v714q0 30 21 51t50 21h858q29 0 50-21t21-51z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},zoombox:{width:1e3,height:1e3,path:&quot;m1000-25l-250 251c40 63 63 138 63 218 0 224-182 406-407 406-224 0-406-182-406-406s183-406 407-406c80 0 155 22 218 62l250-250 125 125z m-812 250l0 438 437 0 0-438-437 0z m62 375l313 0 0-312-313 0 0 312z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},pan:{width:1e3,height:1e3,path:&quot;m1000 350l-187 188 0-125-250 0 0 250 125 0-188 187-187-187 125 0 0-250-250 0 0 125-188-188 186-187 0 125 252 0 0-250-125 0 187-188 188 188-125 0 0 250 250 0 0-126 187 188z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},zoom_plus:{width:875,height:1e3,path:&quot;m1 787l0-875 875 0 0 875-875 0z m687-500l-187 0 0-187-125 0 0 187-188 0 0 125 188 0 0 187 125 0 0-187 187 0 0-125z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},zoom_minus:{width:875,height:1e3,path:&quot;m0 788l0-876 875 0 0 876-875 0z m688-500l-500 0 0 125 500 0 0-125z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},autoscale:{width:1e3,height:1e3,path:&quot;m250 850l-187 0-63 0 0-62 0-188 63 0 0 188 187 0 0 62z m688 0l-188 0 0-62 188 0 0-188 62 0 0 188 0 62-62 0z m-875-938l0 188-63 0 0-188 0-62 63 0 187 0 0 62-187 0z m875 188l0-188-188 0 0-62 188 0 62 0 0 62 0 188-62 0z m-125 188l-1 0-93-94-156 156 156 156 92-93 2 0 0 250-250 0 0-2 93-92-156-156-156 156 94 92 0 2-250 0 0-250 0 0 93 93 157-156-157-156-93 94 0 0 0-250 250 0 0 0-94 93 156 157 156-157-93-93 0 0 250 0 0 250z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},tooltip_basic:{width:1500,height:1e3,path:&quot;m375 725l0 0-375-375 375-374 0-1 1125 0 0 750-1125 0z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},tooltip_compare:{width:1125,height:1e3,path:&quot;m187 786l0 2-187-188 188-187 0 0 937 0 0 373-938 0z m0-499l0 1-187-188 188-188 0 0 937 0 0 376-938-1z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},plotlylogo:{width:1542,height:1e3,path:&quot;m0-10h182v-140h-182v140z m228 146h183v-286h-183v286z m225 714h182v-1000h-182v1000z m225-285h182v-715h-182v715z m225 142h183v-857h-183v857z m231-428h182v-429h-182v429z m225-291h183v-138h-183v138z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},&quot;z-axis&quot;:{width:1e3,height:1e3,path:&quot;m833 5l-17 108v41l-130-65 130-66c0 0 0 38 0 39 0-1 36-14 39-25 4-15-6-22-16-30-15-12-39-16-56-20-90-22-187-23-279-23-261 0-341 34-353 59 3 60 228 110 228 110-140-8-351-35-351-116 0-120 293-142 474-142 155 0 477 22 477 142 0 50-74 79-163 96z m-374 94c-58-5-99-21-99-40 0-24 65-43 144-43 79 0 143 19 143 43 0 19-42 34-98 40v216h87l-132 135-133-135h88v-216z m167 515h-136v1c16 16 31 34 46 52l84 109v54h-230v-71h124v-1c-16-17-28-32-44-51l-89-114v-51h245v72z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},&quot;3d_rotate&quot;:{width:1e3,height:1e3,path:&quot;m922 660c-5 4-9 7-14 11-359 263-580-31-580-31l-102 28 58-400c0 1 1 1 2 2 118 108 351 249 351 249s-62 27-100 42c88 83 222 183 347 122 16-8 30-17 44-27-2 1-4 2-6 4z m36-329c0 0 64 229-88 296-62 27-124 14-175-11 157-78 225-208 249-266 8-19 11-31 11-31 2 5 6 15 11 32-5-13-8-20-8-20z m-775-239c70-31 117-50 198-32-121 80-199 346-199 346l-96-15-58-12c0 0 55-226 155-287z m603 133l-317-139c0 0 4-4 19-14 7-5 24-15 24-15s-177-147-389 4c235-287 536-112 536-112l31-22 100 299-4-1z m-298-153c6-4 14-9 24-15 0 0-17 10-24 15z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},camera:{width:1e3,height:1e3,path:&quot;m500 450c-83 0-150-67-150-150 0-83 67-150 150-150 83 0 150 67 150 150 0 83-67 150-150 150z m400 150h-120c-16 0-34 13-39 29l-31 93c-6 15-23 28-40 28h-340c-16 0-34-13-39-28l-31-94c-6-15-23-28-40-28h-120c-55 0-100-45-100-100v-450c0-55 45-100 100-100h800c55 0 100 45 100 100v450c0 55-45 100-100 100z m-400-550c-138 0-250 112-250 250 0 138 112 250 250 250 138 0 250-112 250-250 0-138-112-250-250-250z m365 380c-19 0-35 16-35 35 0 19 16 35 35 35 19 0 35-16 35-35 0-19-16-35-35-35z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},movie:{width:1e3,height:1e3,path:&quot;m938 413l-188-125c0 37-17 71-44 94 64 38 107 107 107 187 0 121-98 219-219 219-121 0-219-98-219-219 0-61 25-117 66-156h-115c30 33 49 76 49 125 0 103-84 187-187 187s-188-84-188-187c0-57 26-107 65-141-38-22-65-62-65-109v-250c0-70 56-126 125-126h500c69 0 125 56 125 126l188-126c34 0 62 28 62 63v375c0 35-28 63-62 63z m-750 0c-69 0-125 56-125 125s56 125 125 125 125-56 125-125-56-125-125-125z m406-1c-87 0-157 70-157 157 0 86 70 156 157 156s156-70 156-156-70-157-156-157z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},question:{width:857.1,height:1e3,path:&quot;m500 82v107q0 8-5 13t-13 5h-107q-8 0-13-5t-5-13v-107q0-8 5-13t13-5h107q8 0 13 5t5 13z m143 375q0 49-31 91t-77 65-95 23q-136 0-207-119-9-14 4-24l74-55q4-4 10-4 9 0 14 7 30 38 48 51 19 14 48 14 27 0 48-15t21-33q0-21-11-34t-38-25q-35-16-65-48t-29-70v-20q0-8 5-13t13-5h107q8 0 13 5t5 13q0 10 12 27t30 28q18 10 28 16t25 19 25 27 16 34 7 45z m214-107q0-117-57-215t-156-156-215-58-216 58-155 156-58 215 58 215 155 156 216 58 215-58 156-156 57-215z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},disk:{width:857.1,height:1e3,path:&quot;m214-7h429v214h-429v-214z m500 0h72v500q0 8-6 21t-11 20l-157 156q-5 6-19 12t-22 5v-232q0-22-15-38t-38-16h-322q-22 0-37 16t-16 38v232h-72v-714h72v232q0 22 16 38t37 16h465q22 0 38-16t15-38v-232z m-214 518v178q0 8-5 13t-13 5h-107q-7 0-13-5t-5-13v-178q0-8 5-13t13-5h107q7 0 13 5t5 13z m357-18v-518q0-22-15-38t-38-16h-750q-23 0-38 16t-16 38v750q0 22 16 38t38 16h517q23 0 50-12t42-26l156-157q16-15 27-42t11-49z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},lasso:{width:1031,height:1e3,path:&quot;m1018 538c-36 207-290 336-568 286-277-48-473-256-436-463 10-57 36-108 76-151-13-66 11-137 68-183 34-28 75-41 114-42l-55-70 0 0c-2-1-3-2-4-3-10-14-8-34 5-45 14-11 34-8 45 4 1 1 2 3 2 5l0 0 113 140c16 11 31 24 45 40 4 3 6 7 8 11 48-3 100 0 151 9 278 48 473 255 436 462z m-624-379c-80 14-149 48-197 96 42 42 109 47 156 9 33-26 47-66 41-105z m-187-74c-19 16-33 37-39 60 50-32 109-55 174-68-42-25-95-24-135 8z m360 75c-34-7-69-9-102-8 8 62-16 128-68 170-73 59-175 54-244-5-9 20-16 40-20 61-28 159 121 317 333 354s407-60 434-217c28-159-121-318-333-355z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},selectbox:{width:1e3,height:1e3,path:&quot;m0 850l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m285 0l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m-857-286l0-143 143 0 0 143-143 0z m857 0l0-143 143 0 0 143-143 0z m-857-285l0-143 143 0 0 143-143 0z m857 0l0-143 143 0 0 143-143 0z m-857-286l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m285 0l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},spikeline:{width:1e3,height:1e3,path:&quot;M512 409c0-57-46-104-103-104-57 0-104 47-104 104 0 57 47 103 104 103 57 0 103-46 103-103z m-327-39l92 0 0 92-92 0z m-185 0l92 0 0 92-92 0z m370-186l92 0 0 93-92 0z m0-184l92 0 0 92-92 0z&quot;,transform:&quot;matrix(1.5 0 0 -1.5 0 850)&quot;},newplotlylogo:{name:&quot;newplotlylogo&quot;,svg:&quot;&lt;svg xmlns=&#x27;http://www.w3.org/2000/svg&#x27; viewBox=&#x27;0 0 132 132&#x27;&gt;&lt;defs&gt;&lt;style&gt;.cls-1 {fill: #119dff;} .cls-2 {fill: #25fefd;} .cls-3 {fill: #fff;}&lt;/style&gt;&lt;/defs&gt;&lt;title&gt;plotly-logomark&lt;/title&gt;&lt;g id=&#x27;symbol&#x27;&gt;&lt;rect class=&#x27;cls-1&#x27; width=&#x27;132&#x27; height=&#x27;132&#x27; rx=&#x27;6&#x27; ry=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;78&#x27; cy=&#x27;54&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;102&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;78&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;54&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;30&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;30&#x27; cy=&#x27;54&#x27; r=&#x27;6&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M30,72a6,6,0,0,0-6,6v24a6,6,0,0,0,12,0V78A6,6,0,0,0,30,72Z&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M78,72a6,6,0,0,0-6,6v24a6,6,0,0,0,12,0V78A6,6,0,0,0,78,72Z&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M54,48a6,6,0,0,0-6,6v48a6,6,0,0,0,12,0V54A6,6,0,0,0,54,48Z&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M102,48a6,6,0,0,0-6,6v48a6,6,0,0,0,12,0V54A6,6,0,0,0,102,48Z&#x27;/&gt;&lt;/g&gt;&lt;/svg&gt;&quot;}}},{}],3:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/cone&quot;)},{&quot;../src/traces/cone&quot;:605}],4:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/core&quot;)},{&quot;../src/core&quot;:477}],5:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./core&quot;);n.register([t(&quot;./scatter3d&quot;),t(&quot;./surface&quot;),t(&quot;./mesh3d&quot;),t(&quot;./cone&quot;),t(&quot;./streamtube&quot;)]),e.exports=n},{&quot;./cone&quot;:3,&quot;./core&quot;:4,&quot;./mesh3d&quot;:6,&quot;./scatter3d&quot;:7,&quot;./streamtube&quot;:8,&quot;./surface&quot;:9}],6:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/mesh3d&quot;)},{&quot;../src/traces/mesh3d&quot;:612}],7:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/scatter3d&quot;)},{&quot;../src/traces/scatter3d&quot;:648}],8:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/streamtube&quot;)},{&quot;../src/traces/streamtube&quot;:653}],9:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/surface&quot;)},{&quot;../src/traces/surface&quot;:658}],10:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=(t=t||{}).eye||[0,0,1],r=t.center||[0,0,0],s=t.up||[0,1,0],l=t.distanceLimits||[0,1/0],u=t.mode||&quot;turntable&quot;,c=n(),f=i(),h=a();return c.setDistanceLimits(l[0],l[1]),c.lookAt(0,e,r,s),f.setDistanceLimits(l[0],l[1]),f.lookAt(0,e,r,s),h.setDistanceLimits(l[0],l[1]),h.lookAt(0,e,r,s),new o({turntable:c,orbit:f,matrix:h},u)};var n=t(&quot;turntable-camera-controller&quot;),i=t(&quot;orbit-camera-controller&quot;),a=t(&quot;matrix-camera-controller&quot;);function o(t,e){this._controllerNames=Object.keys(t),this._controllerList=this._controllerNames.map(function(e){return t[e]}),this._mode=e,this._active=t[e],this._active||(this._mode=&quot;turntable&quot;,this._active=t.turntable),this.modes=this._controllerNames,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}var s=o.prototype;[[&quot;flush&quot;,1],[&quot;idle&quot;,1],[&quot;lookAt&quot;,4],[&quot;rotate&quot;,4],[&quot;pan&quot;,4],[&quot;translate&quot;,4],[&quot;setMatrix&quot;,2],[&quot;setDistanceLimits&quot;,2],[&quot;setDistance&quot;,2]].forEach(function(t){for(var e=t[0],r=[],n=0;n&lt;t[1];++n)r.push(&quot;a&quot;+n);var i=&quot;var cc=this._controllerList;for(var i=0;i&lt;cc.length;++i){cc[i].&quot;+t[0]+&quot;(&quot;+r.join()+&quot;)}&quot;;s[e]=Function.apply(null,r.concat(i))}),s.recalcMatrix=function(t){this._active.recalcMatrix(t)},s.getDistance=function(t){return this._active.getDistance(t)},s.getDistanceLimits=function(t){return this._active.getDistanceLimits(t)},s.lastT=function(){return this._active.lastT()},s.setMode=function(t){if(t!==this._mode){var e=this._controllerNames.indexOf(t);if(!(e&lt;0)){var r=this._active,n=this._controllerList[e],i=Math.max(r.lastT(),n.lastT());r.recalcMatrix(i),n.setMatrix(i,r.computedMatrix),this._active=n,this._mode=t,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}}},s.getMode=function(){return this._mode}},{&quot;matrix-camera-controller&quot;:269,&quot;orbit-camera-controller&quot;:290,&quot;turntable-camera-controller&quot;:345}],11:[function(t,e,r){&quot;use strict&quot;;var n=&quot;undefined&quot;==typeof WeakMap?t(&quot;weak-map&quot;):WeakMap,i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=new n;e.exports=function(t){var e=o.get(t),r=e&amp;&amp;(e._triangleBuffer.handle||e._triangleBuffer.buffer);if(!r||!t.isBuffer(r)){var n=i(t,new Float32Array([-1,-1,-1,4,4,-1]));(e=a(t,[{buffer:n,type:t.FLOAT,size:2}]))._triangleBuffer=n,o.set(t,e)}e.bind(),t.drawArrays(t.TRIANGLES,0,3),e.unbind()}},{&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168,&quot;weak-map&quot;:353}],12:[function(t,e,r){var n=t(&quot;pad-left&quot;);e.exports=function(t,e,r){e=&quot;number&quot;==typeof e?e:1,r=r||&quot;: &quot;;var i=t.split(/\\r?\\n/),a=String(i.length+e-1).length;return i.map(function(t,i){var o=i+e,s=String(o).length,l=n(o,a-s);return l+r+t}).join(&quot;\\n&quot;)}},{&quot;pad-left&quot;:291}],13:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[0];for(var r=t[0].length,n=[t[0]],a=[0],o=1;o&lt;e;++o)if(n.push(t[o]),i(n,r)){if(a.push(o),a.length===r+1)return a}else n.pop();return a};var n=t(&quot;robust-orientation&quot;);function i(t,e){for(var r=new Array(e+1),i=0;i&lt;t.length;++i)r[i]=t[i];for(i=0;i&lt;=t.length;++i){for(var a=t.length;a&lt;=e;++a){for(var o=new Array(e),s=0;s&lt;e;++s)o[s]=Math.pow(a+1-i,s);r[a]=o}if(n.apply(void 0,r))return!0}return!1}},{&quot;robust-orientation&quot;:322}],14:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){return n(e).filter(function(r){for(var n=new Array(r.length),a=0;a&lt;r.length;++a)n[a]=e[r[a]];return i(n)*t&lt;1})};var n=t(&quot;delaunay-triangulate&quot;),i=t(&quot;circumradius&quot;)},{circumradius:57,&quot;delaunay-triangulate&quot;:83}],15:[function(t,e,r){e.exports=function(t,e){return i(n(t,e))};var n=t(&quot;alpha-complex&quot;),i=t(&quot;simplicial-complex-boundary&quot;)},{&quot;alpha-complex&quot;:14,&quot;simplicial-complex-boundary&quot;:329}],16:[function(t,e,r){e.exports=function(t){return atob(t)}},{}],17:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r=e.length,a=new Array(r+1),o=0;o&lt;r;++o){for(var s=new Array(r+1),l=0;l&lt;=r;++l)s[l]=t[l][o];a[o]=s}a[r]=new Array(r+1);for(var o=0;o&lt;=r;++o)a[r][o]=1;for(var u=new Array(r+1),o=0;o&lt;r;++o)u[o]=e[o];u[r]=1;var c=n(a,u),f=i(c[r+1]);0===f&amp;&amp;(f=1);for(var h=new Array(r+1),o=0;o&lt;=r;++o)h[o]=i(c[o])/f;return h};var n=t(&quot;robust-linear-solve&quot;);function i(t){for(var e=0,r=0;r&lt;t.length;++r)e+=t[r];return e}},{&quot;robust-linear-solve&quot;:321}],18:[function(t,e,r){&quot;use strict&quot;;r.byteLength=function(t){var e=u(t),r=e[0],n=e[1];return 3*(r+n)/4-n},r.toByteArray=function(t){for(var e,r=u(t),n=r[0],o=r[1],s=new a(function(t,e,r){return 3*(e+r)/4-r}(0,n,o)),l=0,c=o&gt;0?n-4:n,f=0;f&lt;c;f+=4)e=i[t.charCodeAt(f)]&lt;&lt;18|i[t.charCodeAt(f+1)]&lt;&lt;12|i[t.charCodeAt(f+2)]&lt;&lt;6|i[t.charCodeAt(f+3)],s[l++]=e&gt;&gt;16&amp;255,s[l++]=e&gt;&gt;8&amp;255,s[l++]=255&amp;e;2===o&amp;&amp;(e=i[t.charCodeAt(f)]&lt;&lt;2|i[t.charCodeAt(f+1)]&gt;&gt;4,s[l++]=255&amp;e);1===o&amp;&amp;(e=i[t.charCodeAt(f)]&lt;&lt;10|i[t.charCodeAt(f+1)]&lt;&lt;4|i[t.charCodeAt(f+2)]&gt;&gt;2,s[l++]=e&gt;&gt;8&amp;255,s[l++]=255&amp;e);return s},r.fromByteArray=function(t){for(var e,r=t.length,i=r%3,a=[],o=0,s=r-i;o&lt;s;o+=16383)a.push(c(t,o,o+16383&gt;s?s:o+16383));1===i?(e=t[r-1],a.push(n[e&gt;&gt;2]+n[e&lt;&lt;4&amp;63]+&quot;==&quot;)):2===i&amp;&amp;(e=(t[r-2]&lt;&lt;8)+t[r-1],a.push(n[e&gt;&gt;10]+n[e&gt;&gt;4&amp;63]+n[e&lt;&lt;2&amp;63]+&quot;=&quot;));return a.join(&quot;&quot;)};for(var n=[],i=[],a=&quot;undefined&quot;!=typeof Uint8Array?Uint8Array:Array,o=&quot;ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/&quot;,s=0,l=o.length;s&lt;l;++s)n[s]=o[s],i[o.charCodeAt(s)]=s;function u(t){var e=t.length;if(e%4&gt;0)throw new Error(&quot;Invalid string. Length must be a multiple of 4&quot;);var r=t.indexOf(&quot;=&quot;);return-1===r&amp;&amp;(r=e),[r,r===e?0:4-r%4]}function c(t,e,r){for(var i,a,o=[],s=e;s&lt;r;s+=3)i=(t[s]&lt;&lt;16&amp;16711680)+(t[s+1]&lt;&lt;8&amp;65280)+(255&amp;t[s+2]),o.push(n[(a=i)&gt;&gt;18&amp;63]+n[a&gt;&gt;12&amp;63]+n[a&gt;&gt;6&amp;63]+n[63&amp;a]);return o.join(&quot;&quot;)}i[&quot;-&quot;.charCodeAt(0)]=62,i[&quot;_&quot;.charCodeAt(0)]=63},{}],19:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[1]).add(e[0].mul(t[1])),t[1].mul(e[1]))}},{&quot;./lib/rationalize&quot;:29}],20:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){return t[0].mul(e[1]).cmp(e[0].mul(t[1]))}},{}],21:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[1]),t[1].mul(e[0]))}},{&quot;./lib/rationalize&quot;:29}],22:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./is-rat&quot;),i=t(&quot;./lib/is-bn&quot;),a=t(&quot;./lib/num-to-bn&quot;),o=t(&quot;./lib/str-to-bn&quot;),s=t(&quot;./lib/rationalize&quot;),l=t(&quot;./div&quot;);e.exports=function t(e,r){if(n(e))return r?l(e,t(r)):[e[0].clone(),e[1].clone()];var u=0;var c,f;if(i(e))c=e.clone();else if(&quot;string&quot;==typeof e)c=o(e);else{if(0===e)return[a(0),a(1)];if(e===Math.floor(e))c=a(e);else{for(;e!==Math.floor(e);)e*=Math.pow(2,256),u-=256;c=a(e)}}if(n(r))c.mul(r[1]),f=r[0].clone();else if(i(r))f=r.clone();else if(&quot;string&quot;==typeof r)f=o(r);else if(r)if(r===Math.floor(r))f=a(r);else{for(;r!==Math.floor(r);)r*=Math.pow(2,256),u+=256;f=a(r)}else f=a(1);u&gt;0?c=c.ushln(u):u&lt;0&amp;&amp;(f=f.ushln(-u));return s(c,f)}},{&quot;./div&quot;:21,&quot;./is-rat&quot;:23,&quot;./lib/is-bn&quot;:27,&quot;./lib/num-to-bn&quot;:28,&quot;./lib/rationalize&quot;:29,&quot;./lib/str-to-bn&quot;:30}],23:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/is-bn&quot;);e.exports=function(t){return Array.isArray(t)&amp;&amp;2===t.length&amp;&amp;n(t[0])&amp;&amp;n(t[1])}},{&quot;./lib/is-bn&quot;:27}],24:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bn.js&quot;);e.exports=function(t){return t.cmp(new n(0))}},{&quot;bn.js&quot;:37}],25:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./bn-sign&quot;);e.exports=function(t){var e=t.length,r=t.words,i=0;if(1===e)i=r[0];else if(2===e)i=r[0]+67108864*r[1];else for(var a=0;a&lt;e;a++){var o=r[a];i+=o*Math.pow(67108864,a)}return n(t)*i}},{&quot;./bn-sign&quot;:24}],26:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;double-bits&quot;),i=t(&quot;bit-twiddle&quot;).countTrailingZeros;e.exports=function(t){var e=i(n.lo(t));if(e&lt;32)return e;var r=i(n.hi(t));if(r&gt;20)return 52;return r+32}},{&quot;bit-twiddle&quot;:36,&quot;double-bits&quot;:84}],27:[function(t,e,r){&quot;use strict&quot;;t(&quot;bn.js&quot;);e.exports=function(t){return t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;Boolean(t.words)}},{&quot;bn.js&quot;:37}],28:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bn.js&quot;),i=t(&quot;double-bits&quot;);e.exports=function(t){var e=i.exponent(t);return e&lt;52?new n(t):new n(t*Math.pow(2,52-e)).ushln(e-52)}},{&quot;bn.js&quot;:37,&quot;double-bits&quot;:84}],29:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./num-to-bn&quot;),i=t(&quot;./bn-sign&quot;);e.exports=function(t,e){var r=i(t),a=i(e);if(0===r)return[n(0),n(1)];if(0===a)return[n(0),n(0)];a&lt;0&amp;&amp;(t=t.neg(),e=e.neg());var o=t.gcd(e);if(o.cmpn(1))return[t.div(o),e.div(o)];return[t,e]}},{&quot;./bn-sign&quot;:24,&quot;./num-to-bn&quot;:28}],30:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bn.js&quot;);e.exports=function(t){return new n(t)}},{&quot;bn.js&quot;:37}],31:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[0]),t[1].mul(e[1]))}},{&quot;./lib/rationalize&quot;:29}],32:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/bn-sign&quot;);e.exports=function(t){return n(t[0])*n(t[1])}},{&quot;./lib/bn-sign&quot;:24}],33:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[1]).sub(t[1].mul(e[0])),t[1].mul(e[1]))}},{&quot;./lib/rationalize&quot;:29}],34:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/bn-to-num&quot;),i=t(&quot;./lib/ctz&quot;);e.exports=function(t){var e=t[0],r=t[1];if(0===e.cmpn(0))return 0;var a=e.abs().divmod(r.abs()),o=a.div,s=n(o),l=a.mod,u=e.negative!==r.negative?-1:1;if(0===l.cmpn(0))return u*s;if(s){var c=i(s)+4,f=n(l.ushln(c).divRound(r));return u*(s+f*Math.pow(2,-c))}var h=r.bitLength()-l.bitLength()+53,f=n(l.ushln(h).divRound(r));return h&lt;1023?u*f*Math.pow(2,-h):(f*=Math.pow(2,-1023),u*f*Math.pow(2,1023-h))}},{&quot;./lib/bn-to-num&quot;:25,&quot;./lib/ctz&quot;:26}],35:[function(t,e,r){&quot;use strict&quot;;function n(t,e,r,n,i,a){var o=[&quot;function &quot;,t,&quot;(a,l,h,&quot;,n.join(&quot;,&quot;),&quot;){&quot;,a?&quot;&quot;:&quot;var i=&quot;,r?&quot;l-1&quot;:&quot;h+1&quot;,&quot;;while(l&lt;=h){var m=(l+h)&gt;&gt;&gt;1,x=a&quot;,i?&quot;.get(m)&quot;:&quot;[m]&quot;];return a?e.indexOf(&quot;c&quot;)&lt;0?o.push(&quot;;if(x===y){return m}else if(x&lt;=y){&quot;):o.push(&quot;;var p=c(x,y);if(p===0){return m}else if(p&lt;=0){&quot;):o.push(&quot;;if(&quot;,e,&quot;){i=m;&quot;),r?o.push(&quot;l=m+1}else{h=m-1}&quot;):o.push(&quot;h=m-1}else{l=m+1}&quot;),o.push(&quot;}&quot;),a?o.push(&quot;return -1};&quot;):o.push(&quot;return i};&quot;),o.join(&quot;&quot;)}function i(t,e,r,i){return new Function([n(&quot;A&quot;,&quot;x&quot;+t+&quot;y&quot;,e,[&quot;y&quot;],!1,i),n(&quot;B&quot;,&quot;x&quot;+t+&quot;y&quot;,e,[&quot;y&quot;],!0,i),n(&quot;P&quot;,&quot;c(x,y)&quot;+t+&quot;0&quot;,e,[&quot;y&quot;,&quot;c&quot;],!1,i),n(&quot;Q&quot;,&quot;c(x,y)&quot;+t+&quot;0&quot;,e,[&quot;y&quot;,&quot;c&quot;],!0,i),&quot;function dispatchBsearch&quot;,r,&quot;(a,y,c,l,h){if(a.shape){if(typeof(c)===&#x27;function&#x27;){return Q(a,(l===undefined)?0:l|0,(h===undefined)?a.shape[0]-1:h|0,y,c)}else{return B(a,(c===undefined)?0:c|0,(l===undefined)?a.shape[0]-1:l|0,y)}}else{if(typeof(c)===&#x27;function&#x27;){return P(a,(l===undefined)?0:l|0,(h===undefined)?a.length-1:h|0,y,c)}else{return A(a,(c===undefined)?0:c|0,(l===undefined)?a.length-1:l|0,y)}}}return dispatchBsearch&quot;,r].join(&quot;&quot;))()}e.exports={ge:i(&quot;&gt;=&quot;,!1,&quot;GE&quot;),gt:i(&quot;&gt;&quot;,!1,&quot;GT&quot;),lt:i(&quot;&lt;&quot;,!0,&quot;LT&quot;),le:i(&quot;&lt;=&quot;,!0,&quot;LE&quot;),eq:i(&quot;-&quot;,!0,&quot;EQ&quot;,!0)}},{}],36:[function(t,e,r){&quot;use strict&quot;;function n(t){var e=32;return(t&amp;=-t)&amp;&amp;e--,65535&amp;t&amp;&amp;(e-=16),16711935&amp;t&amp;&amp;(e-=8),252645135&amp;t&amp;&amp;(e-=4),858993459&amp;t&amp;&amp;(e-=2),1431655765&amp;t&amp;&amp;(e-=1),e}r.INT_BITS=32,r.INT_MAX=2147483647,r.INT_MIN=-1&lt;&lt;31,r.sign=function(t){return(t&gt;0)-(t&lt;0)},r.abs=function(t){var e=t&gt;&gt;31;return(t^e)-e},r.min=function(t,e){return e^(t^e)&amp;-(t&lt;e)},r.max=function(t,e){return t^(t^e)&amp;-(t&lt;e)},r.isPow2=function(t){return!(t&amp;t-1||!t)},r.log2=function(t){var e,r;return e=(t&gt;65535)&lt;&lt;4,e|=r=((t&gt;&gt;&gt;=e)&gt;255)&lt;&lt;3,e|=r=((t&gt;&gt;&gt;=r)&gt;15)&lt;&lt;2,(e|=r=((t&gt;&gt;&gt;=r)&gt;3)&lt;&lt;1)|(t&gt;&gt;&gt;=r)&gt;&gt;1},r.log10=function(t){return t&gt;=1e9?9:t&gt;=1e8?8:t&gt;=1e7?7:t&gt;=1e6?6:t&gt;=1e5?5:t&gt;=1e4?4:t&gt;=1e3?3:t&gt;=100?2:t&gt;=10?1:0},r.popCount=function(t){return 16843009*((t=(858993459&amp;(t-=t&gt;&gt;&gt;1&amp;1431655765))+(t&gt;&gt;&gt;2&amp;858993459))+(t&gt;&gt;&gt;4)&amp;252645135)&gt;&gt;&gt;24},r.countTrailingZeros=n,r.nextPow2=function(t){return t+=0===t,--t,t|=t&gt;&gt;&gt;1,t|=t&gt;&gt;&gt;2,t|=t&gt;&gt;&gt;4,t|=t&gt;&gt;&gt;8,(t|=t&gt;&gt;&gt;16)+1},r.prevPow2=function(t){return t|=t&gt;&gt;&gt;1,t|=t&gt;&gt;&gt;2,t|=t&gt;&gt;&gt;4,t|=t&gt;&gt;&gt;8,(t|=t&gt;&gt;&gt;16)-(t&gt;&gt;&gt;1)},r.parity=function(t){return t^=t&gt;&gt;&gt;16,t^=t&gt;&gt;&gt;8,t^=t&gt;&gt;&gt;4,27030&gt;&gt;&gt;(t&amp;=15)&amp;1};var i=new Array(256);!function(t){for(var e=0;e&lt;256;++e){var r=e,n=e,i=7;for(r&gt;&gt;&gt;=1;r;r&gt;&gt;&gt;=1)n&lt;&lt;=1,n|=1&amp;r,--i;t[e]=n&lt;&lt;i&amp;255}}(i),r.reverse=function(t){return i[255&amp;t]&lt;&lt;24|i[t&gt;&gt;&gt;8&amp;255]&lt;&lt;16|i[t&gt;&gt;&gt;16&amp;255]&lt;&lt;8|i[t&gt;&gt;&gt;24&amp;255]},r.interleave2=function(t,e){return(t=1431655765&amp;((t=858993459&amp;((t=252645135&amp;((t=16711935&amp;((t&amp;=65535)|t&lt;&lt;8))|t&lt;&lt;4))|t&lt;&lt;2))|t&lt;&lt;1))|(e=1431655765&amp;((e=858993459&amp;((e=252645135&amp;((e=16711935&amp;((e&amp;=65535)|e&lt;&lt;8))|e&lt;&lt;4))|e&lt;&lt;2))|e&lt;&lt;1))&lt;&lt;1},r.deinterleave2=function(t,e){return(t=65535&amp;((t=16711935&amp;((t=252645135&amp;((t=858993459&amp;((t=t&gt;&gt;&gt;e&amp;1431655765)|t&gt;&gt;&gt;1))|t&gt;&gt;&gt;2))|t&gt;&gt;&gt;4))|t&gt;&gt;&gt;16))&lt;&lt;16&gt;&gt;16},r.interleave3=function(t,e,r){return t=1227133513&amp;((t=3272356035&amp;((t=251719695&amp;((t=4278190335&amp;((t&amp;=1023)|t&lt;&lt;16))|t&lt;&lt;8))|t&lt;&lt;4))|t&lt;&lt;2),(t|=(e=1227133513&amp;((e=3272356035&amp;((e=251719695&amp;((e=4278190335&amp;((e&amp;=1023)|e&lt;&lt;16))|e&lt;&lt;8))|e&lt;&lt;4))|e&lt;&lt;2))&lt;&lt;1)|(r=1227133513&amp;((r=3272356035&amp;((r=251719695&amp;((r=4278190335&amp;((r&amp;=1023)|r&lt;&lt;16))|r&lt;&lt;8))|r&lt;&lt;4))|r&lt;&lt;2))&lt;&lt;2},r.deinterleave3=function(t,e){return(t=1023&amp;((t=4278190335&amp;((t=251719695&amp;((t=3272356035&amp;((t=t&gt;&gt;&gt;e&amp;1227133513)|t&gt;&gt;&gt;2))|t&gt;&gt;&gt;4))|t&gt;&gt;&gt;8))|t&gt;&gt;&gt;16))&lt;&lt;22&gt;&gt;22},r.nextCombination=function(t){var e=t|t-1;return e+1|(~e&amp;-~e)-1&gt;&gt;&gt;n(t)+1}},{}],37:[function(t,e,r){!function(e,r){&quot;use strict&quot;;function n(t,e){if(!t)throw new Error(e||&quot;Assertion failed&quot;)}function i(t,e){t.super_=e;var r=function(){};r.prototype=e.prototype,t.prototype=new r,t.prototype.constructor=t}function a(t,e,r){if(a.isBN(t))return t;this.negative=0,this.words=null,this.length=0,this.red=null,null!==t&amp;&amp;(&quot;le&quot;!==e&amp;&amp;&quot;be&quot;!==e||(r=e,e=10),this._init(t||0,e||10,r||&quot;be&quot;))}var o;&quot;object&quot;==typeof e?e.exports=a:r.BN=a,a.BN=a,a.wordSize=26;try{o=t(&quot;buffer&quot;).Buffer}catch(t){}function s(t,e,r){for(var n=0,i=Math.min(t.length,r),a=e;a&lt;i;a++){var o=t.charCodeAt(a)-48;n&lt;&lt;=4,n|=o&gt;=49&amp;&amp;o&lt;=54?o-49+10:o&gt;=17&amp;&amp;o&lt;=22?o-17+10:15&amp;o}return n}function l(t,e,r,n){for(var i=0,a=Math.min(t.length,r),o=e;o&lt;a;o++){var s=t.charCodeAt(o)-48;i*=n,i+=s&gt;=49?s-49+10:s&gt;=17?s-17+10:s}return i}a.isBN=function(t){return t instanceof a||null!==t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;t.constructor.wordSize===a.wordSize&amp;&amp;Array.isArray(t.words)},a.max=function(t,e){return t.cmp(e)&gt;0?t:e},a.min=function(t,e){return t.cmp(e)&lt;0?t:e},a.prototype._init=function(t,e,r){if(&quot;number&quot;==typeof t)return this._initNumber(t,e,r);if(&quot;object&quot;==typeof t)return this._initArray(t,e,r);&quot;hex&quot;===e&amp;&amp;(e=16),n(e===(0|e)&amp;&amp;e&gt;=2&amp;&amp;e&lt;=36);var i=0;&quot;-&quot;===(t=t.toString().replace(/\\s+/g,&quot;&quot;))[0]&amp;&amp;i++,16===e?this._parseHex(t,i):this._parseBase(t,e,i),&quot;-&quot;===t[0]&amp;&amp;(this.negative=1),this.strip(),&quot;le&quot;===r&amp;&amp;this._initArray(this.toArray(),e,r)},a.prototype._initNumber=function(t,e,r){t&lt;0&amp;&amp;(this.negative=1,t=-t),t&lt;67108864?(this.words=[67108863&amp;t],this.length=1):t&lt;4503599627370496?(this.words=[67108863&amp;t,t/67108864&amp;67108863],this.length=2):(n(t&lt;9007199254740992),this.words=[67108863&amp;t,t/67108864&amp;67108863,1],this.length=3),&quot;le&quot;===r&amp;&amp;this._initArray(this.toArray(),e,r)},a.prototype._initArray=function(t,e,r){if(n(&quot;number&quot;==typeof t.length),t.length&lt;=0)return this.words=[0],this.length=1,this;this.length=Math.ceil(t.length/3),this.words=new Array(this.length);for(var i=0;i&lt;this.length;i++)this.words[i]=0;var a,o,s=0;if(&quot;be&quot;===r)for(i=t.length-1,a=0;i&gt;=0;i-=3)o=t[i]|t[i-1]&lt;&lt;8|t[i-2]&lt;&lt;16,this.words[a]|=o&lt;&lt;s&amp;67108863,this.words[a+1]=o&gt;&gt;&gt;26-s&amp;67108863,(s+=24)&gt;=26&amp;&amp;(s-=26,a++);else if(&quot;le&quot;===r)for(i=0,a=0;i&lt;t.length;i+=3)o=t[i]|t[i+1]&lt;&lt;8|t[i+2]&lt;&lt;16,this.words[a]|=o&lt;&lt;s&amp;67108863,this.words[a+1]=o&gt;&gt;&gt;26-s&amp;67108863,(s+=24)&gt;=26&amp;&amp;(s-=26,a++);return this.strip()},a.prototype._parseHex=function(t,e){this.length=Math.ceil((t.length-e)/6),this.words=new Array(this.length);for(var r=0;r&lt;this.length;r++)this.words[r]=0;var n,i,a=0;for(r=t.length-6,n=0;r&gt;=e;r-=6)i=s(t,r,r+6),this.words[n]|=i&lt;&lt;a&amp;67108863,this.words[n+1]|=i&gt;&gt;&gt;26-a&amp;4194303,(a+=24)&gt;=26&amp;&amp;(a-=26,n++);r+6!==e&amp;&amp;(i=s(t,e,r+6),this.words[n]|=i&lt;&lt;a&amp;67108863,this.words[n+1]|=i&gt;&gt;&gt;26-a&amp;4194303),this.strip()},a.prototype._parseBase=function(t,e,r){this.words=[0],this.length=1;for(var n=0,i=1;i&lt;=67108863;i*=e)n++;n--,i=i/e|0;for(var a=t.length-r,o=a%n,s=Math.min(a,a-o)+r,u=0,c=r;c&lt;s;c+=n)u=l(t,c,c+n,e),this.imuln(i),this.words[0]+u&lt;67108864?this.words[0]+=u:this._iaddn(u);if(0!==o){var f=1;for(u=l(t,c,t.length,e),c=0;c&lt;o;c++)f*=e;this.imuln(f),this.words[0]+u&lt;67108864?this.words[0]+=u:this._iaddn(u)}},a.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e&lt;this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},a.prototype.clone=function(){var t=new a(null);return this.copy(t),t},a.prototype._expand=function(t){for(;this.length&lt;t;)this.words[this.length++]=0;return this},a.prototype.strip=function(){for(;this.length&gt;1&amp;&amp;0===this.words[this.length-1];)this.length--;return this._normSign()},a.prototype._normSign=function(){return 1===this.length&amp;&amp;0===this.words[0]&amp;&amp;(this.negative=0),this},a.prototype.inspect=function(){return(this.red?&quot;&lt;BN-R: &quot;:&quot;&lt;BN: &quot;)+this.toString(16)+&quot;&gt;&quot;};var u=[&quot;&quot;,&quot;0&quot;,&quot;00&quot;,&quot;000&quot;,&quot;0000&quot;,&quot;00000&quot;,&quot;000000&quot;,&quot;0000000&quot;,&quot;00000000&quot;,&quot;000000000&quot;,&quot;0000000000&quot;,&quot;00000000000&quot;,&quot;000000000000&quot;,&quot;0000000000000&quot;,&quot;00000000000000&quot;,&quot;000000000000000&quot;,&quot;0000000000000000&quot;,&quot;00000000000000000&quot;,&quot;000000000000000000&quot;,&quot;0000000000000000000&quot;,&quot;00000000000000000000&quot;,&quot;000000000000000000000&quot;,&quot;0000000000000000000000&quot;,&quot;00000000000000000000000&quot;,&quot;000000000000000000000000&quot;,&quot;0000000000000000000000000&quot;],c=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],f=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function h(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&amp;o,l=o/67108864|0;r.words[0]=s;for(var u=1;u&lt;n;u++){for(var c=l&gt;&gt;&gt;26,f=67108863&amp;l,h=Math.min(u,e.length-1),d=Math.max(0,u-t.length+1);d&lt;=h;d++){var p=u-d|0;c+=(o=(i=0|t.words[p])*(a=0|e.words[d])+f)/67108864|0,f=67108863&amp;o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||&quot;hex&quot;===t){r=&quot;&quot;;for(var i=0,a=0,o=0;o&lt;this.length;o++){var s=this.words[o],l=(16777215&amp;(s&lt;&lt;i|a)).toString(16);r=0!==(a=s&gt;&gt;&gt;24-i&amp;16777215)||o!==this.length-1?u[6-l.length]+l+r:l+r,(i+=2)&gt;=26&amp;&amp;(i-=26,o--)}for(0!==a&amp;&amp;(r=a.toString(16)+r);r.length%e!=0;)r=&quot;0&quot;+r;return 0!==this.negative&amp;&amp;(r=&quot;-&quot;+r),r}if(t===(0|t)&amp;&amp;t&gt;=2&amp;&amp;t&lt;=36){var h=c[t],d=f[t];r=&quot;&quot;;var p=this.clone();for(p.negative=0;!p.isZero();){var g=p.modn(d).toString(t);r=(p=p.idivn(d)).isZero()?g+r:u[h-g.length]+g+r}for(this.isZero()&amp;&amp;(r=&quot;0&quot;+r);r.length%e!=0;)r=&quot;0&quot;+r;return 0!==this.negative&amp;&amp;(r=&quot;-&quot;+r),r}n(!1,&quot;Base should be between 2 and 36&quot;)},a.prototype.toNumber=function(){var t=this.words[0];return 2===this.length?t+=67108864*this.words[1]:3===this.length&amp;&amp;1===this.words[2]?t+=4503599627370496+67108864*this.words[1]:this.length&gt;2&amp;&amp;n(!1,&quot;Number can only safely store up to 53 bits&quot;),0!==this.negative?-t:t},a.prototype.toJSON=function(){return this.toString(16)},a.prototype.toBuffer=function(t,e){return n(&quot;undefined&quot;!=typeof o),this.toArrayLike(o,t,e)},a.prototype.toArray=function(t,e){return this.toArrayLike(Array,t,e)},a.prototype.toArrayLike=function(t,e,r){var i=this.byteLength(),a=r||Math.max(1,i);n(i&lt;=a,&quot;byte array longer than desired length&quot;),n(a&gt;0,&quot;Requested array length &lt;= 0&quot;),this.strip();var o,s,l=&quot;le&quot;===e,u=new t(a),c=this.clone();if(l){for(s=0;!c.isZero();s++)o=c.andln(255),c.iushrn(8),u[s]=o;for(;s&lt;a;s++)u[s]=0}else{for(s=0;s&lt;a-i;s++)u[s]=0;for(s=0;!c.isZero();s++)o=c.andln(255),c.iushrn(8),u[a-s-1]=o}return u},Math.clz32?a.prototype._countBits=function(t){return 32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e&gt;=4096&amp;&amp;(r+=13,e&gt;&gt;&gt;=13),e&gt;=64&amp;&amp;(r+=7,e&gt;&gt;&gt;=7),e&gt;=8&amp;&amp;(r+=4,e&gt;&gt;&gt;=4),e&gt;=2&amp;&amp;(r+=2,e&gt;&gt;&gt;=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&amp;e)&amp;&amp;(r+=13,e&gt;&gt;&gt;=13),0==(127&amp;e)&amp;&amp;(r+=7,e&gt;&gt;&gt;=7),0==(15&amp;e)&amp;&amp;(r+=4,e&gt;&gt;&gt;=4),0==(3&amp;e)&amp;&amp;(r+=2,e&gt;&gt;&gt;=2),0==(1&amp;e)&amp;&amp;r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e&lt;this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length&lt;t.length;)this.words[this.length++]=0;for(var e=0;e&lt;t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length&gt;t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length&gt;t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length&gt;t.length?t:this;for(var r=0;r&lt;e.length;r++)this.words[r]=this.words[r]&amp;t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length&gt;t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length&gt;t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length&gt;t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n&lt;r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n&lt;e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length&gt;t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length&gt;t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r&gt;0&amp;&amp;e--;for(var i=0;i&lt;e;i++)this.words[i]=67108863&amp;~this.words[i];return r&gt;0&amp;&amp;(this.words[i]=~this.words[i]&amp;67108863&gt;&gt;26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1&lt;&lt;i:this.words[r]&amp;~(1&lt;&lt;i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&amp;&amp;0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&amp;&amp;0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length&gt;t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a&lt;n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&amp;e,i=e&gt;&gt;&gt;26;for(;0!==i&amp;&amp;a&lt;r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&amp;e,i=e&gt;&gt;&gt;26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a&lt;r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&amp;&amp;0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&amp;&amp;0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length&gt;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&gt;0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o&lt;n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)&gt;&gt;26,this.words[o]=67108863&amp;e;for(;0!==a&amp;&amp;o&lt;r.length;o++)a=(e=(0|r.words[o])+a)&gt;&gt;26,this.words[o]=67108863&amp;e;if(0===a&amp;&amp;o&lt;r.length&amp;&amp;r!==this)for(;o&lt;r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&amp;&amp;(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,u=0,c=0|o[0],f=8191&amp;c,h=c&gt;&gt;&gt;13,d=0|o[1],p=8191&amp;d,g=d&gt;&gt;&gt;13,v=0|o[2],m=8191&amp;v,y=v&gt;&gt;&gt;13,b=0|o[3],x=8191&amp;b,_=b&gt;&gt;&gt;13,w=0|o[4],A=8191&amp;w,M=w&gt;&gt;&gt;13,T=0|o[5],k=8191&amp;T,E=T&gt;&gt;&gt;13,L=0|o[6],S=8191&amp;L,C=L&gt;&gt;&gt;13,O=0|o[7],R=8191&amp;O,P=O&gt;&gt;&gt;13,z=0|o[8],I=8191&amp;z,N=z&gt;&gt;&gt;13,D=0|o[9],F=8191&amp;D,j=D&gt;&gt;&gt;13,B=0|s[0],U=8191&amp;B,V=B&gt;&gt;&gt;13,H=0|s[1],q=8191&amp;H,G=H&gt;&gt;&gt;13,X=0|s[2],W=8191&amp;X,Y=X&gt;&gt;&gt;13,Z=0|s[3],Q=8191&amp;Z,$=Z&gt;&gt;&gt;13,J=0|s[4],K=8191&amp;J,tt=J&gt;&gt;&gt;13,et=0|s[5],rt=8191&amp;et,nt=et&gt;&gt;&gt;13,it=0|s[6],at=8191&amp;it,ot=it&gt;&gt;&gt;13,st=0|s[7],lt=8191&amp;st,ut=st&gt;&gt;&gt;13,ct=0|s[8],ft=8191&amp;ct,ht=ct&gt;&gt;&gt;13,dt=0|s[9],pt=8191&amp;dt,gt=dt&gt;&gt;&gt;13;r.negative=t.negative^e.negative,r.length=19;var vt=(u+(n=Math.imul(f,U))|0)+((8191&amp;(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))&lt;&lt;13)|0;u=((a=Math.imul(h,V))+(i&gt;&gt;&gt;13)|0)+(vt&gt;&gt;&gt;26)|0,vt&amp;=67108863,n=Math.imul(p,U),i=(i=Math.imul(p,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var mt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,G)|0)+(i&gt;&gt;&gt;13)|0)+(mt&gt;&gt;&gt;26)|0,mt&amp;=67108863,n=Math.imul(m,U),i=(i=Math.imul(m,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(p,q)|0,i=(i=i+Math.imul(p,G)|0)+Math.imul(g,q)|0,a=a+Math.imul(g,G)|0;var yt=(u+(n=n+Math.imul(f,W)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,Y)|0)+Math.imul(h,W)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,Y)|0)+(i&gt;&gt;&gt;13)|0)+(yt&gt;&gt;&gt;26)|0,yt&amp;=67108863,n=Math.imul(x,U),i=(i=Math.imul(x,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(m,q)|0,i=(i=i+Math.imul(m,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(p,W)|0,i=(i=i+Math.imul(p,Y)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,Y)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,$)|0)+Math.imul(h,Q)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,$)|0)+(i&gt;&gt;&gt;13)|0)+(bt&gt;&gt;&gt;26)|0,bt&amp;=67108863,n=Math.imul(A,U),i=(i=Math.imul(A,V))+Math.imul(M,U)|0,a=Math.imul(M,V),n=n+Math.imul(x,q)|0,i=(i=i+Math.imul(x,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(m,W)|0,i=(i=i+Math.imul(m,Y)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,Y)|0,n=n+Math.imul(p,Q)|0,i=(i=i+Math.imul(p,$)|0)+Math.imul(g,Q)|0,a=a+Math.imul(g,$)|0;var xt=(u+(n=n+Math.imul(f,K)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,K)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,tt)|0)+(i&gt;&gt;&gt;13)|0)+(xt&gt;&gt;&gt;26)|0,xt&amp;=67108863,n=Math.imul(k,U),i=(i=Math.imul(k,V))+Math.imul(E,U)|0,a=Math.imul(E,V),n=n+Math.imul(A,q)|0,i=(i=i+Math.imul(A,G)|0)+Math.imul(M,q)|0,a=a+Math.imul(M,G)|0,n=n+Math.imul(x,W)|0,i=(i=i+Math.imul(x,Y)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,Y)|0,n=n+Math.imul(m,Q)|0,i=(i=i+Math.imul(m,$)|0)+Math.imul(y,Q)|0,a=a+Math.imul(y,$)|0,n=n+Math.imul(p,K)|0,i=(i=i+Math.imul(p,tt)|0)+Math.imul(g,K)|0,a=a+Math.imul(g,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,nt)|0)+(i&gt;&gt;&gt;13)|0)+(_t&gt;&gt;&gt;26)|0,_t&amp;=67108863,n=Math.imul(S,U),i=(i=Math.imul(S,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(k,q)|0,i=(i=i+Math.imul(k,G)|0)+Math.imul(E,q)|0,a=a+Math.imul(E,G)|0,n=n+Math.imul(A,W)|0,i=(i=i+Math.imul(A,Y)|0)+Math.imul(M,W)|0,a=a+Math.imul(M,Y)|0,n=n+Math.imul(x,Q)|0,i=(i=i+Math.imul(x,$)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,$)|0,n=n+Math.imul(m,K)|0,i=(i=i+Math.imul(m,tt)|0)+Math.imul(y,K)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(p,rt)|0,i=(i=i+Math.imul(p,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ot)|0)+(i&gt;&gt;&gt;13)|0)+(wt&gt;&gt;&gt;26)|0,wt&amp;=67108863,n=Math.imul(R,U),i=(i=Math.imul(R,V))+Math.imul(P,U)|0,a=Math.imul(P,V),n=n+Math.imul(S,q)|0,i=(i=i+Math.imul(S,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(k,W)|0,i=(i=i+Math.imul(k,Y)|0)+Math.imul(E,W)|0,a=a+Math.imul(E,Y)|0,n=n+Math.imul(A,Q)|0,i=(i=i+Math.imul(A,$)|0)+Math.imul(M,Q)|0,a=a+Math.imul(M,$)|0,n=n+Math.imul(x,K)|0,i=(i=i+Math.imul(x,tt)|0)+Math.imul(_,K)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(m,rt)|0,i=(i=i+Math.imul(m,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(p,at)|0,i=(i=i+Math.imul(p,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var At=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ut)|0)+(i&gt;&gt;&gt;13)|0)+(At&gt;&gt;&gt;26)|0,At&amp;=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(R,q)|0,i=(i=i+Math.imul(R,G)|0)+Math.imul(P,q)|0,a=a+Math.imul(P,G)|0,n=n+Math.imul(S,W)|0,i=(i=i+Math.imul(S,Y)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,Y)|0,n=n+Math.imul(k,Q)|0,i=(i=i+Math.imul(k,$)|0)+Math.imul(E,Q)|0,a=a+Math.imul(E,$)|0,n=n+Math.imul(A,K)|0,i=(i=i+Math.imul(A,tt)|0)+Math.imul(M,K)|0,a=a+Math.imul(M,tt)|0,n=n+Math.imul(x,rt)|0,i=(i=i+Math.imul(x,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(m,at)|0,i=(i=i+Math.imul(m,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(p,lt)|0,i=(i=i+Math.imul(p,ut)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ut)|0;var Mt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ht)|0)+(i&gt;&gt;&gt;13)|0)+(Mt&gt;&gt;&gt;26)|0,Mt&amp;=67108863,n=Math.imul(F,U),i=(i=Math.imul(F,V))+Math.imul(j,U)|0,a=Math.imul(j,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(N,q)|0,a=a+Math.imul(N,G)|0,n=n+Math.imul(R,W)|0,i=(i=i+Math.imul(R,Y)|0)+Math.imul(P,W)|0,a=a+Math.imul(P,Y)|0,n=n+Math.imul(S,Q)|0,i=(i=i+Math.imul(S,$)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,$)|0,n=n+Math.imul(k,K)|0,i=(i=i+Math.imul(k,tt)|0)+Math.imul(E,K)|0,a=a+Math.imul(E,tt)|0,n=n+Math.imul(A,rt)|0,i=(i=i+Math.imul(A,nt)|0)+Math.imul(M,rt)|0,a=a+Math.imul(M,nt)|0,n=n+Math.imul(x,at)|0,i=(i=i+Math.imul(x,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(m,lt)|0,i=(i=i+Math.imul(m,ut)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ut)|0,n=n+Math.imul(p,ft)|0,i=(i=i+Math.imul(p,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var Tt=(u+(n=n+Math.imul(f,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Tt&gt;&gt;&gt;26)|0,Tt&amp;=67108863,n=Math.imul(F,q),i=(i=Math.imul(F,G))+Math.imul(j,q)|0,a=Math.imul(j,G),n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,Y)|0)+Math.imul(N,W)|0,a=a+Math.imul(N,Y)|0,n=n+Math.imul(R,Q)|0,i=(i=i+Math.imul(R,$)|0)+Math.imul(P,Q)|0,a=a+Math.imul(P,$)|0,n=n+Math.imul(S,K)|0,i=(i=i+Math.imul(S,tt)|0)+Math.imul(C,K)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(k,rt)|0,i=(i=i+Math.imul(k,nt)|0)+Math.imul(E,rt)|0,a=a+Math.imul(E,nt)|0,n=n+Math.imul(A,at)|0,i=(i=i+Math.imul(A,ot)|0)+Math.imul(M,at)|0,a=a+Math.imul(M,ot)|0,n=n+Math.imul(x,lt)|0,i=(i=i+Math.imul(x,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(m,ft)|0,i=(i=i+Math.imul(m,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var kt=(u+(n=n+Math.imul(p,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(p,gt)|0)+Math.imul(g,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(g,gt)|0)+(i&gt;&gt;&gt;13)|0)+(kt&gt;&gt;&gt;26)|0,kt&amp;=67108863,n=Math.imul(F,W),i=(i=Math.imul(F,Y))+Math.imul(j,W)|0,a=Math.imul(j,Y),n=n+Math.imul(I,Q)|0,i=(i=i+Math.imul(I,$)|0)+Math.imul(N,Q)|0,a=a+Math.imul(N,$)|0,n=n+Math.imul(R,K)|0,i=(i=i+Math.imul(R,tt)|0)+Math.imul(P,K)|0,a=a+Math.imul(P,tt)|0,n=n+Math.imul(S,rt)|0,i=(i=i+Math.imul(S,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(k,at)|0,i=(i=i+Math.imul(k,ot)|0)+Math.imul(E,at)|0,a=a+Math.imul(E,ot)|0,n=n+Math.imul(A,lt)|0,i=(i=i+Math.imul(A,ut)|0)+Math.imul(M,lt)|0,a=a+Math.imul(M,ut)|0,n=n+Math.imul(x,ft)|0,i=(i=i+Math.imul(x,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var Et=(u+(n=n+Math.imul(m,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(m,gt)|0)+Math.imul(y,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(y,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Et&gt;&gt;&gt;26)|0,Et&amp;=67108863,n=Math.imul(F,Q),i=(i=Math.imul(F,$))+Math.imul(j,Q)|0,a=Math.imul(j,$),n=n+Math.imul(I,K)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(N,K)|0,a=a+Math.imul(N,tt)|0,n=n+Math.imul(R,rt)|0,i=(i=i+Math.imul(R,nt)|0)+Math.imul(P,rt)|0,a=a+Math.imul(P,nt)|0,n=n+Math.imul(S,at)|0,i=(i=i+Math.imul(S,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(k,lt)|0,i=(i=i+Math.imul(k,ut)|0)+Math.imul(E,lt)|0,a=a+Math.imul(E,ut)|0,n=n+Math.imul(A,ft)|0,i=(i=i+Math.imul(A,ht)|0)+Math.imul(M,ft)|0,a=a+Math.imul(M,ht)|0;var Lt=(u+(n=n+Math.imul(x,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(x,gt)|0)+Math.imul(_,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(_,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Lt&gt;&gt;&gt;26)|0,Lt&amp;=67108863,n=Math.imul(F,K),i=(i=Math.imul(F,tt))+Math.imul(j,K)|0,a=Math.imul(j,tt),n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(N,rt)|0,a=a+Math.imul(N,nt)|0,n=n+Math.imul(R,at)|0,i=(i=i+Math.imul(R,ot)|0)+Math.imul(P,at)|0,a=a+Math.imul(P,ot)|0,n=n+Math.imul(S,lt)|0,i=(i=i+Math.imul(S,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(k,ft)|0,i=(i=i+Math.imul(k,ht)|0)+Math.imul(E,ft)|0,a=a+Math.imul(E,ht)|0;var St=(u+(n=n+Math.imul(A,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(A,gt)|0)+Math.imul(M,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(M,gt)|0)+(i&gt;&gt;&gt;13)|0)+(St&gt;&gt;&gt;26)|0,St&amp;=67108863,n=Math.imul(F,rt),i=(i=Math.imul(F,nt))+Math.imul(j,rt)|0,a=Math.imul(j,nt),n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(N,at)|0,a=a+Math.imul(N,ot)|0,n=n+Math.imul(R,lt)|0,i=(i=i+Math.imul(R,ut)|0)+Math.imul(P,lt)|0,a=a+Math.imul(P,ut)|0,n=n+Math.imul(S,ft)|0,i=(i=i+Math.imul(S,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(k,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(k,gt)|0)+Math.imul(E,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(E,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Ct&gt;&gt;&gt;26)|0,Ct&amp;=67108863,n=Math.imul(F,at),i=(i=Math.imul(F,ot))+Math.imul(j,at)|0,a=Math.imul(j,ot),n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ut)|0)+Math.imul(N,lt)|0,a=a+Math.imul(N,ut)|0,n=n+Math.imul(R,ft)|0,i=(i=i+Math.imul(R,ht)|0)+Math.imul(P,ft)|0,a=a+Math.imul(P,ht)|0;var Ot=(u+(n=n+Math.imul(S,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(S,gt)|0)+Math.imul(C,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(C,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Ot&gt;&gt;&gt;26)|0,Ot&amp;=67108863,n=Math.imul(F,lt),i=(i=Math.imul(F,ut))+Math.imul(j,lt)|0,a=Math.imul(j,ut),n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(N,ft)|0,a=a+Math.imul(N,ht)|0;var Rt=(u+(n=n+Math.imul(R,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(R,gt)|0)+Math.imul(P,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(P,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Rt&gt;&gt;&gt;26)|0,Rt&amp;=67108863,n=Math.imul(F,ft),i=(i=Math.imul(F,ht))+Math.imul(j,ft)|0,a=Math.imul(j,ht);var Pt=(u+(n=n+Math.imul(I,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(I,gt)|0)+Math.imul(N,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(N,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Pt&gt;&gt;&gt;26)|0,Pt&amp;=67108863;var zt=(u+(n=Math.imul(F,pt))|0)+((8191&amp;(i=(i=Math.imul(F,gt))+Math.imul(j,pt)|0))&lt;&lt;13)|0;return u=((a=Math.imul(j,gt))+(i&gt;&gt;&gt;13)|0)+(zt&gt;&gt;&gt;26)|0,zt&amp;=67108863,l[0]=vt,l[1]=mt,l[2]=yt,l[3]=bt,l[4]=xt,l[5]=_t,l[6]=wt,l[7]=At,l[8]=Mt,l[9]=Tt,l[10]=kt,l[11]=Et,l[12]=Lt,l[13]=St,l[14]=Ct,l[15]=Ot,l[16]=Rt,l[17]=Pt,l[18]=zt,0!==u&amp;&amp;(l[19]=u,r.length++),r};function p(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=h),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&amp;&amp;10===t.length?d(this,t,e):r&lt;63?h(this,t,e):r&lt;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&lt;r.length-1;a++){var o=i;i=0;for(var s=67108863&amp;n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u&lt;=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&amp;f;s=67108863&amp;(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h&gt;&gt;&gt;26)|0)&gt;&gt;&gt;26,o&amp;=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):p(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n&lt;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&lt;e;i++)n|=(1&amp;t)&lt;&lt;e-i-1,t&gt;&gt;=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o&lt;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&lt;i;o&lt;&lt;=1)for(var s=o&lt;&lt;1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c&lt;i;c+=s)for(var f=l,h=u,d=0;d&lt;o;d++){var p=r[c+d],g=n[c+d],v=r[c+d+o],m=n[c+d+o],y=f*v-h*m;m=f*m+h*v,v=y,r[c+d]=p+v,n[c+d]=g+m,r[c+d+o]=p-v,n[c+d+o]=g-m,d!==s&amp;&amp;(y=l*f-u*h,h=l*h+u*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&amp;r,i=0;for(r=r/2|0;r;r&gt;&gt;&gt;=1)i++;return 1&lt;&lt;i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r&lt;=1))for(var n=0;n&lt;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&lt;e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&amp;i,r=i&lt;67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o&lt;e;o++)a+=0|t[o],r[2*o]=8191&amp;a,a&gt;&gt;&gt;=13,r[2*o+1]=8191&amp;a,a&gt;&gt;&gt;=13;for(o=2*e;o&lt;i;++o)r[o]=0;n(0===a),n(0==(-8192&amp;a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r&lt;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),u=new Array(n),c=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,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var d=0;d&lt;n;d++){var p=s[d]*c[d]-l[d]*f[d];l[d]=s[d]*f[d]+l[d]*c[d],s[d]=p}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),p(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(&quot;number&quot;==typeof t),n(t&lt;67108864);for(var e=0,r=0;r&lt;this.length;r++){var i=(0|this.words[r])*t,a=(67108863&amp;i)+(67108863&amp;e);e&gt;&gt;=26,e+=i/67108864|0,e+=a&gt;&gt;&gt;26,this.words[r]=67108863&amp;a}return 0!==e&amp;&amp;(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&lt;e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&amp;1&lt;&lt;i)&gt;&gt;&gt;i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n&lt;e.length&amp;&amp;0===e[n];n++,r=r.sqr());if(++n&lt;e.length)for(var i=r.sqr();n&lt;e.length;n++,i=i.sqr())0!==e[n]&amp;&amp;(r=r.mul(i));return r},a.prototype.iushln=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e,r=t%26,i=(t-r)/26,a=67108863&gt;&gt;&gt;26-r&lt;&lt;26-r;if(0!==r){var o=0;for(e=0;e&lt;this.length;e++){var s=this.words[e]&amp;a,l=(0|this.words[e])-s&lt;&lt;r;this.words[e]=l|o,o=s&gt;&gt;&gt;26-r}o&amp;&amp;(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e&gt;=0;e--)this.words[e+i]=this.words[e];for(e=0;e&lt;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(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863&gt;&gt;&gt;a&lt;&lt;a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u&lt;o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length&gt;o)for(this.length-=o,u=0;u&lt;this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u&gt;=0&amp;&amp;(0!==c||u&gt;=i);u--){var f=0|this.words[u];this.words[u]=c&lt;&lt;26-a|f&gt;&gt;&gt;a,c=f&amp;s}return l&amp;&amp;0!==c&amp;&amp;(l.words[l.length++]=c),0===this.length&amp;&amp;(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(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=t%26,r=(t-e)/26,i=1&lt;&lt;e;return!(this.length&lt;=r)&amp;&amp;!!(this.words[r]&amp;i)},a.prototype.imaskn=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,&quot;imaskn works only with positive numbers&quot;),this.length&lt;=r)return this;if(0!==e&amp;&amp;r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863&gt;&gt;&gt;e&lt;&lt;e;this.words[this.length-1]&amp;=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(&quot;number&quot;==typeof t),n(t&lt;67108864),t&lt;0?this.isubn(-t):0!==this.negative?1===this.length&amp;&amp;(0|this.words[0])&lt;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&lt;this.length&amp;&amp;this.words[e]&gt;=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(&quot;number&quot;==typeof t),n(t&lt;67108864),t&lt;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&amp;&amp;this.words[0]&lt;0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e&lt;this.length&amp;&amp;this.words[e]&lt;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&lt;t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&amp;l)&gt;&gt;26)-(l/67108864|0),this.words[i+r]=67108863&amp;a}for(;i&lt;this.length-r;i++)s=(a=(0|this.words[i+r])+s)&gt;&gt;26,this.words[i+r]=67108863&amp;a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i&lt;this.length;i++)s=(a=-(0|this.words[i])+s)&gt;&gt;26,this.words[i]=67108863&amp;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))&amp;&amp;(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(&quot;mod&quot;!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u&lt;s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&amp;&amp;(n=c,s&amp;&amp;(s.words[l]=1));for(var f=l-1;f&gt;=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&amp;&amp;(s.words[f]=h)}return s&amp;&amp;s.strip(),n.strip(),&quot;div&quot;!==e&amp;&amp;0!==r&amp;&amp;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&amp;&amp;0===t.negative?(s=this.neg().divmod(t,e),&quot;mod&quot;!==e&amp;&amp;(i=s.div.neg()),&quot;div&quot;!==e&amp;&amp;(o=s.mod.neg(),r&amp;&amp;0!==o.negative&amp;&amp;o.iadd(t)),{div:i,mod:o}):0===this.negative&amp;&amp;0!==t.negative?(s=this.divmod(t.neg(),e),&quot;mod&quot;!==e&amp;&amp;(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&amp;t.negative)?(s=this.neg().divmod(t.neg(),e),&quot;div&quot;!==e&amp;&amp;(o=s.mod.neg(),r&amp;&amp;0!==o.negative&amp;&amp;o.isub(t)),{div:s.div,mod:o}):t.length&gt;this.length||this.cmp(t)&lt;0?{div:new a(0),mod:this}:1===t.length?&quot;div&quot;===e?{div:this.divn(t.words[0]),mod:null}:&quot;mod&quot;===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,&quot;div&quot;,!1).div},a.prototype.mod=function(t){return this.divmod(t,&quot;mod&quot;,!1).mod},a.prototype.umod=function(t){return this.divmod(t,&quot;mod&quot;,!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&lt;0||1===i&amp;&amp;0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t&lt;=67108863);for(var e=(1&lt;&lt;26)%t,r=0,i=this.length-1;i&gt;=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t&lt;=67108863);for(var e=0,r=this.length-1;r&gt;=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),u=0;e.isEven()&amp;&amp;r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,d=1;0==(e.words[0]&amp;d)&amp;&amp;h&lt;26;++h,d&lt;&lt;=1);if(h&gt;0)for(e.iushrn(h);h-- &gt;0;)(i.isOdd()||o.isOdd())&amp;&amp;(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var p=0,g=1;0==(r.words[0]&amp;g)&amp;&amp;p&lt;26;++p,g&lt;&lt;=1);if(p&gt;0)for(r.iushrn(p);p-- &gt;0;)(s.isOdd()||l.isOdd())&amp;&amp;(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)&gt;=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(u)}},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)&gt;0&amp;&amp;r.cmpn(1)&gt;0;){for(var u=0,c=1;0==(e.words[0]&amp;c)&amp;&amp;u&lt;26;++u,c&lt;&lt;=1);if(u&gt;0)for(e.iushrn(u);u-- &gt;0;)o.isOdd()&amp;&amp;o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&amp;h)&amp;&amp;f&lt;26;++f,h&lt;&lt;=1);if(f&gt;0)for(r.iushrn(f);f-- &gt;0;)s.isOdd()&amp;&amp;s.iadd(l),s.iushrn(1);e.cmp(r)&gt;=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)&lt;0&amp;&amp;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()&amp;&amp;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&lt;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&amp;this.words[0])},a.prototype.isOdd=function(){return 1==(1&amp;this.words[0])},a.prototype.andln=function(t){return this.words[0]&amp;t},a.prototype.bincn=function(t){n(&quot;number&quot;==typeof t);var e=t%26,r=(t-e)/26,i=1&lt;&lt;e;if(this.length&lt;=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&amp;&amp;o&lt;this.length;o++){var s=0|this.words[o];a=(s+=a)&gt;&gt;&gt;26,s&amp;=67108863,this.words[o]=s}return 0!==a&amp;&amp;(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&amp;&amp;0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t&lt;0;if(0!==this.negative&amp;&amp;!r)return-1;if(0===this.negative&amp;&amp;r)return 1;if(this.strip(),this.length&gt;1)e=1;else{r&amp;&amp;(t=-t),n(t&lt;=67108863,&quot;Number is too big&quot;);var i=0|this.words[0];e=i===t?0:i&lt;t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&amp;&amp;0===t.negative)return-1;if(0===this.negative&amp;&amp;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&gt;t.length)return 1;if(this.length&lt;t.length)return-1;for(var e=0,r=this.length-1;r&gt;=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n&lt;i?e=-1:n&gt;i&amp;&amp;(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)&gt;=0},a.prototype.gte=function(t){return this.cmp(t)&gt;=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)&lt;=0},a.prototype.lte=function(t){return this.cmp(t)&lt;=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new w(t)},a.prototype.toRed=function(t){return n(!this.red,&quot;Already a number in reduction context&quot;),n(0===this.negative,&quot;red works only with positives&quot;),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,&quot;fromRed works only with numbers in reduction context&quot;),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,&quot;Already a number in reduction context&quot;),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,&quot;redAdd works only with red numbers&quot;),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,&quot;redIAdd works only with red numbers&quot;),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,&quot;redSub works only with red numbers&quot;),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,&quot;redISub works only with red numbers&quot;),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,&quot;redShl works only with red numbers&quot;),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,&quot;redMul works only with red numbers&quot;),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,&quot;redMul works only with red numbers&quot;),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,&quot;redSqr works only with red numbers&quot;),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,&quot;redISqr works only with red numbers&quot;),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,&quot;redSqrt works only with red numbers&quot;),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,&quot;redInvm works only with red numbers&quot;),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,&quot;redNeg works only with red numbers&quot;),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&amp;&amp;!t.red,&quot;redPow(normalNum)&quot;),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function m(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 y(){m.call(this,&quot;k256&quot;,&quot;ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f&quot;)}function b(){m.call(this,&quot;p224&quot;,&quot;ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001&quot;)}function x(){m.call(this,&quot;p192&quot;,&quot;ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff&quot;)}function _(){m.call(this,&quot;25519&quot;,&quot;7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed&quot;)}function w(t){if(&quot;string&quot;==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),&quot;modulus must be greater than 1&quot;),this.m=t,this.prime=null}function A(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&amp;&amp;(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)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.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&gt;this.n);var n=e&lt;this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n&gt;0?r.isub(this.p):r.strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(y,m),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n&lt;r;n++)e.words[n]=t.words[n];if(e.length=r,t.length&lt;=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&amp;i,n=10;n&lt;t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&amp;a)&lt;&lt;4|i&gt;&gt;&gt;22,i=a}i&gt;&gt;&gt;=22,t.words[n-10]=i,0===i&amp;&amp;t.length&gt;10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r&lt;t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&amp;e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&amp;&amp;(t.length--,0===t.words[t.length-1]&amp;&amp;t.length--),t},i(b,m),i(x,m),i(_,m),_.prototype.imulK=function(t){for(var e=0,r=0;r&lt;t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&amp;n;n&gt;&gt;&gt;=26,t.words[r]=i,e=n}return 0!==e&amp;&amp;(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if(&quot;k256&quot;===t)e=new y;else if(&quot;p224&quot;===t)e=new b;else if(&quot;p192&quot;===t)e=new x;else{if(&quot;p25519&quot;!==t)throw new Error(&quot;Unknown prime &quot;+t);e=new _}return v[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,&quot;red works only with positives&quot;),n(t.red,&quot;red works only with red numbers&quot;)},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),&quot;red works only with positives&quot;),n(t.red&amp;&amp;t.red===e.red,&quot;red works only with red numbers&quot;)},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)&gt;=0&amp;&amp;r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)&gt;=0&amp;&amp;r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)&lt;0&amp;&amp;r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)&lt;0&amp;&amp;r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&amp;&amp;0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),d=this.pow(t,i),p=o;0!==d.cmp(s);){for(var g=d,v=0;0!==g.cmp(s);v++)g=g.redSqr();n(v&lt;p);var m=this.pow(f,new a(1).iushln(p-v-1));h=h.redMul(m),f=m.redSqr(),d=d.redMul(f),p=v}return h},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.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&lt;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&amp;&amp;(l=26),n=e.length-1;n&gt;=0;n--){for(var u=e.words[n],c=l-1;c&gt;=0;c--){var f=u&gt;&gt;c&amp;1;i!==r[0]&amp;&amp;(i=this.sqr(i)),0!==f||0!==o?(o&lt;&lt;=1,o|=f,(4===++s||0===n&amp;&amp;0===c)&amp;&amp;(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},w.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},w.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new A(t)},i(A,w),A.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},A.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},A.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)&gt;=0?a=i.isub(this.m):i.cmpn(0)&lt;0&amp;&amp;(a=i.iadd(this.m)),a._forceRed(this)},A.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)&gt;=0?o=i.isub(this.m):i.cmpn(0)&lt;0&amp;&amp;(o=i.iadd(this.m)),o._forceRed(this)},A.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(&quot;undefined&quot;==typeof e||e,this)},{buffer:46}],38:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e,r,n,i=t.length,a=0;for(e=0;e&lt;i;++e)a+=t[e].length;var o=new Array(a),s=0;for(e=0;e&lt;i;++e){var l=t[e],u=l.length;for(r=0;r&lt;u;++r){var c=o[s++]=new Array(u-1),f=0;for(n=0;n&lt;u;++n)n!==r&amp;&amp;(c[f++]=l[n]);if(1&amp;r){var h=c[1];c[1]=c[0],c[0]=h}}}return o}},{}],39:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){switch(arguments.length){case 1:return n=[],u(i=t,i,c,!0),n;case 2:return&quot;function&quot;==typeof e?u(t,t,e,!0):function(t,e){return n=[],u(t,e,c,!1),n}(t,e);case 3:return u(t,e,r,!1);default:throw new Error(&quot;box-intersect: Invalid arguments&quot;)}var i};var n,i=t(&quot;typedarray-pool&quot;),a=t(&quot;./lib/sweep&quot;),o=t(&quot;./lib/intersect&quot;);function s(t,e){for(var r=0;r&lt;t;++r)if(!(e[r]&lt;=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&lt;l;++o){var u=t[o];if(!s(e,u)){for(var c=0;c&lt;2*e;++c)r[i++]=u[c];n[a++]=o}}return a}function u(t,e,r,n){var s=t.length,u=e.length;if(!(s&lt;=0||u&lt;=0)){var c=t[0].length&gt;&gt;&gt;1;if(!(c&lt;=0)){var f,h=i.mallocDouble(2*c*s),d=i.mallocInt32(s);if((s=l(t,c,h,d))&gt;0){if(1===c&amp;&amp;n)a.init(s),f=a.sweepComplete(c,r,0,s,h,d,0,s,h,d);else{var p=i.mallocDouble(2*c*u),g=i.mallocInt32(u);(u=l(e,c,p,g))&gt;0&amp;&amp;(a.init(s+u),f=1===c?a.sweepBipartite(c,r,0,s,h,d,0,u,p,g):o(c,r,n,s,h,d,u,p,g),i.free(p),i.free(g))}i.free(h),i.free(d)}return f}}}function c(t,e){n.push([t,e])}},{&quot;./lib/intersect&quot;:41,&quot;./lib/sweep&quot;:45,&quot;typedarray-pool&quot;:348}],40:[function(t,e,r){&quot;use strict&quot;;var n=&quot;d&quot;,i=&quot;ax&quot;,a=&quot;vv&quot;,o=&quot;fp&quot;,s=&quot;es&quot;,l=&quot;rs&quot;,u=&quot;re&quot;,c=&quot;rb&quot;,f=&quot;ri&quot;,h=&quot;rp&quot;,d=&quot;bs&quot;,p=&quot;be&quot;,g=&quot;bb&quot;,v=&quot;bi&quot;,m=&quot;bp&quot;,y=&quot;rv&quot;,b=&quot;Q&quot;,x=[n,i,a,l,u,c,f,d,p,g,v];function _(t){var e=&quot;bruteForce&quot;+(t?&quot;Full&quot;:&quot;Partial&quot;),r=[],_=x.slice();t||_.splice(3,0,o);var w=[&quot;function &quot;+e+&quot;(&quot;+_.join()+&quot;){&quot;];function A(e,o){var _=function(t,e,r){var o=&quot;bruteForce&quot;+(t?&quot;Red&quot;:&quot;Blue&quot;)+(e?&quot;Flip&quot;:&quot;&quot;)+(r?&quot;Full&quot;:&quot;&quot;),_=[&quot;function &quot;,o,&quot;(&quot;,x.join(),&quot;){&quot;,&quot;var &quot;,s,&quot;=2*&quot;,n,&quot;;&quot;],w=&quot;for(var i=&quot;+l+&quot;,&quot;+h+&quot;=&quot;+s+&quot;*&quot;+l+&quot;;i&lt;&quot;+u+&quot;;++i,&quot;+h+&quot;+=&quot;+s+&quot;){var x0=&quot;+c+&quot;[&quot;+i+&quot;+&quot;+h+&quot;],x1=&quot;+c+&quot;[&quot;+i+&quot;+&quot;+h+&quot;+&quot;+n+&quot;],xi=&quot;+f+&quot;[i];&quot;,A=&quot;for(var j=&quot;+d+&quot;,&quot;+m+&quot;=&quot;+s+&quot;*&quot;+d+&quot;;j&lt;&quot;+p+&quot;;++j,&quot;+m+&quot;+=&quot;+s+&quot;){var y0=&quot;+g+&quot;[&quot;+i+&quot;+&quot;+m+&quot;],&quot;+(r?&quot;y1=&quot;+g+&quot;[&quot;+i+&quot;+&quot;+m+&quot;+&quot;+n+&quot;],&quot;:&quot;&quot;)+&quot;yi=&quot;+v+&quot;[j];&quot;;return t?_.push(w,b,&quot;:&quot;,A):_.push(A,b,&quot;:&quot;,w),r?_.push(&quot;if(y1&lt;x0||x1&lt;y0)continue;&quot;):e?_.push(&quot;if(y0&lt;=x0||x1&lt;y0)continue;&quot;):_.push(&quot;if(y0&lt;x0||x1&lt;y0)continue;&quot;),_.push(&quot;for(var k=&quot;+i+&quot;+1;k&lt;&quot;+n+&quot;;++k){var r0=&quot;+c+&quot;[k+&quot;+h+&quot;],r1=&quot;+c+&quot;[k+&quot;+n+&quot;+&quot;+h+&quot;],b0=&quot;+g+&quot;[k+&quot;+m+&quot;],b1=&quot;+g+&quot;[k+&quot;+n+&quot;+&quot;+m+&quot;];if(r1&lt;b0||b1&lt;r0)continue &quot;+b+&quot;;}var &quot;+y+&quot;=&quot;+a+&quot;(&quot;),e?_.push(&quot;yi,xi&quot;):_.push(&quot;xi,yi&quot;),_.push(&quot;);if(&quot;+y+&quot;!==void 0)return &quot;+y+&quot;;}}}&quot;),{name:o,code:_.join(&quot;&quot;)}}(e,o,t);r.push(_.code),w.push(&quot;return &quot;+_.name+&quot;(&quot;+x.join()+&quot;);&quot;)}w.push(&quot;if(&quot;+u+&quot;-&quot;+l+&quot;&gt;&quot;+p+&quot;-&quot;+d+&quot;){&quot;),t?(A(!0,!1),w.push(&quot;}else{&quot;),A(!1,!1)):(w.push(&quot;if(&quot;+o+&quot;){&quot;),A(!0,!0),w.push(&quot;}else{&quot;),A(!0,!1),w.push(&quot;}}else{if(&quot;+o+&quot;){&quot;),A(!1,!0),w.push(&quot;}else{&quot;),A(!1,!1),w.push(&quot;}&quot;)),w.push(&quot;}}return &quot;+e);var M=r.join(&quot;&quot;)+w.join(&quot;&quot;);return new Function(M)()}r.partial=_(!1),r.full=_(!0)},{}],41:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a,c,E,L,S,C){!function(t,e){var r=8*i.log2(e+1)*(t+1)|0,a=i.nextPow2(x*r);w.length&lt;a&amp;&amp;(n.free(w),w=n.mallocInt32(a));var o=i.nextPow2(_*r);A&lt;o&amp;&amp;(n.free(A),A=n.mallocDouble(o))}(t,a+L);var O,R=0,P=2*t;M(R++,0,0,a,0,L,r?16:0,-1/0,1/0),r||M(R++,0,0,L,0,a,1,-1/0,1/0);for(;R&gt;0;){var z=(R-=1)*x,I=w[z],N=w[z+1],D=w[z+2],F=w[z+3],j=w[z+4],B=w[z+5],U=R*_,V=A[U],H=A[U+1],q=1&amp;B,G=!!(16&amp;B),X=c,W=E,Y=S,Z=C;if(q&amp;&amp;(X=S,W=C,Y=c,Z=E),!(2&amp;B&amp;&amp;(D=v(t,I,N,D,X,W,H),N&gt;=D)||4&amp;B&amp;&amp;(N=m(t,I,N,D,X,W,V))&gt;=D)){var Q=D-N,$=j-F;if(G){if(t*Q*(Q+$)&lt;d){if(void 0!==(O=l.scanComplete(t,I,e,N,D,X,W,F,j,Y,Z)))return O;continue}}else{if(t*Math.min(Q,$)&lt;f){if(void 0!==(O=o(t,I,e,q,N,D,X,W,F,j,Y,Z)))return O;continue}if(t*Q*$&lt;h){if(void 0!==(O=l.scanBipartite(t,I,e,q,N,D,X,W,F,j,Y,Z)))return O;continue}}var J=p(t,I,N,D,X,W,V,H);if(N&lt;J)if(t*(J-N)&lt;f){if(void 0!==(O=s(t,I+1,e,N,J,X,W,F,j,Y,Z)))return O}else if(I===t-2){if(void 0!==(O=q?l.sweepBipartite(t,e,F,j,Y,Z,N,J,X,W):l.sweepBipartite(t,e,N,J,X,W,F,j,Y,Z)))return O}else M(R++,I+1,N,J,F,j,q,-1/0,1/0),M(R++,I+1,F,j,N,J,1^q,-1/0,1/0);if(J&lt;D){var K=u(t,I,F,j,Y,Z),tt=Y[P*K+I],et=g(t,I,K,j,Y,Z,tt);if(et&lt;j&amp;&amp;M(R++,I,J,D,et,j,(4|q)+(G?16:0),tt,H),F&lt;K&amp;&amp;M(R++,I,J,D,F,K,(2|q)+(G?16:0),V,tt),K+1===et){if(void 0!==(O=G?k(t,I,e,J,D,X,W,K,Y,Z[K]):T(t,I,e,q,J,D,X,W,K,Y,Z[K])))return O}else if(K&lt;et){var rt;if(G){if(rt=y(t,I,J,D,X,W,tt),J&lt;rt){var nt=g(t,I,J,rt,X,W,tt);if(I===t-2){if(J&lt;nt&amp;&amp;void 0!==(O=l.sweepComplete(t,e,J,nt,X,W,K,et,Y,Z)))return O;if(nt&lt;rt&amp;&amp;void 0!==(O=l.sweepBipartite(t,e,nt,rt,X,W,K,et,Y,Z)))return O}else J&lt;nt&amp;&amp;M(R++,I+1,J,nt,K,et,16,-1/0,1/0),nt&lt;rt&amp;&amp;(M(R++,I+1,nt,rt,K,et,0,-1/0,1/0),M(R++,I+1,K,et,nt,rt,1,-1/0,1/0))}}else rt=q?b(t,I,J,D,X,W,tt):y(t,I,J,D,X,W,tt),J&lt;rt&amp;&amp;(I===t-2?O=q?l.sweepBipartite(t,e,K,et,Y,Z,J,rt,X,W):l.sweepBipartite(t,e,J,rt,X,W,K,et,Y,Z):(M(R++,I+1,J,rt,K,et,q,-1/0,1/0),M(R++,I+1,K,et,J,rt,1^q,-1/0,1/0)))}}}}};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;bit-twiddle&quot;),a=t(&quot;./brute&quot;),o=a.partial,s=a.full,l=t(&quot;./sweep&quot;),u=t(&quot;./median&quot;),c=t(&quot;./partition&quot;),f=128,h=1&lt;&lt;22,d=1&lt;&lt;22,p=c(&quot;!(lo&gt;=p0)&amp;&amp;!(p1&gt;=hi)&quot;,[&quot;p0&quot;,&quot;p1&quot;]),g=c(&quot;lo===p0&quot;,[&quot;p0&quot;]),v=c(&quot;lo&lt;p0&quot;,[&quot;p0&quot;]),m=c(&quot;hi&lt;=p0&quot;,[&quot;p0&quot;]),y=c(&quot;lo&lt;=p0&amp;&amp;p0&lt;=hi&quot;,[&quot;p0&quot;]),b=c(&quot;lo&lt;p0&amp;&amp;p0&lt;=hi&quot;,[&quot;p0&quot;]),x=6,_=2,w=n.mallocInt32(1024),A=n.mallocDouble(1024);function M(t,e,r,n,i,a,o,s,l){var u=x*t;w[u]=e,w[u+1]=r,w[u+2]=n,w[u+3]=i,w[u+4]=a,w[u+5]=o;var c=_*t;A[c]=s,A[c+1]=l}function T(t,e,r,n,i,a,o,s,l,u,c){var f=2*t,h=l*f,d=u[h+e];t:for(var p=i,g=i*f;p&lt;a;++p,g+=f){var v=o[g+e],m=o[g+e+t];if(!(d&lt;v||m&lt;d)&amp;&amp;(!n||d!==v)){for(var y,b=s[p],x=e+1;x&lt;t;++x){v=o[g+x],m=o[g+x+t];var _=u[h+x],w=u[h+x+t];if(m&lt;_||w&lt;v)continue t}if(void 0!==(y=n?r(c,b):r(b,c)))return y}}}function k(t,e,r,n,i,a,o,s,l,u){var c=2*t,f=s*c,h=l[f+e];t:for(var d=n,p=n*c;d&lt;i;++d,p+=c){var g=o[d];if(g!==u){var v=a[p+e],m=a[p+e+t];if(!(h&lt;v||m&lt;h)){for(var y=e+1;y&lt;t;++y){v=a[p+y],m=a[p+y+t];var b=l[f+y],x=l[f+y+t];if(m&lt;b||x&lt;v)continue t}var _=r(g,u);if(void 0!==_)return _}}}}},{&quot;./brute&quot;:40,&quot;./median&quot;:42,&quot;./partition&quot;:43,&quot;./sweep&quot;:45,&quot;bit-twiddle&quot;:36,&quot;typedarray-pool&quot;:348}],42:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,o,s,l){if(o&lt;=r+1)return r;var u=r,c=o,f=o+r&gt;&gt;&gt;1,h=2*t,d=f,p=s[h*f+e];for(;u&lt;c;){if(c-u&lt;i){a(t,e,u,c,s,l),p=s[h*f+e];break}var g=c-u,v=Math.random()*g+u|0,m=s[h*v+e],y=Math.random()*g+u|0,b=s[h*y+e],x=Math.random()*g+u|0,_=s[h*x+e];m&lt;=b?_&gt;=b?(d=y,p=b):m&gt;=_?(d=v,p=m):(d=x,p=_):b&gt;=_?(d=y,p=b):_&gt;=m?(d=v,p=m):(d=x,p=_);for(var w=h*(c-1),A=h*d,M=0;M&lt;h;++M,++w,++A){var T=s[w];s[w]=s[A],s[A]=T}var k=l[c-1];l[c-1]=l[d],l[d]=k,d=n(t,e,u,c-1,s,l,p);for(var w=h*(c-1),A=h*d,M=0;M&lt;h;++M,++w,++A){var T=s[w];s[w]=s[A],s[A]=T}var k=l[c-1];if(l[c-1]=l[d],l[d]=k,f&lt;d){for(c=d-1;u&lt;c&amp;&amp;s[h*(c-1)+e]===p;)c-=1;c+=1}else{if(!(d&lt;f))break;for(u=d+1;u&lt;c&amp;&amp;s[h*u+e]===p;)u+=1}}return n(t,e,r,f,s,l,s[h*f+e])};var n=t(&quot;./partition&quot;)(&quot;lo&lt;p0&quot;,[&quot;p0&quot;]),i=8;function a(t,e,r,n,i,a){for(var o=2*t,s=o*(r+1)+e,l=r+1;l&lt;n;++l,s+=o)for(var u=i[s],c=l,f=o*(l-1);c&gt;r&amp;&amp;i[f+e]&gt;u;--c,f-=o){for(var h=f,d=f+o,p=0;p&lt;o;++p,++h,++d){var g=i[h];i[h]=i[d],i[d]=g}var v=a[c];a[c]=a[c-1],a[c-1]=v}}},{&quot;./partition&quot;:43}],43:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=&quot;abcdef&quot;.split(&quot;&quot;).concat(e),i=[];t.indexOf(&quot;lo&quot;)&gt;=0&amp;&amp;i.push(&quot;lo=e[k+n]&quot;);t.indexOf(&quot;hi&quot;)&gt;=0&amp;&amp;i.push(&quot;hi=e[k+o]&quot;);return r.push(n.replace(&quot;_&quot;,i.join()).replace(&quot;$&quot;,t)),Function.apply(void 0,r)};var n=&quot;for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d&gt;p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j&gt;s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return m&quot;},{}],44:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){e&lt;=4*n?i(0,e-1,t):function t(e,r,f){var h=(r-e+1)/6|0,d=e+h,p=r-h,g=e+r&gt;&gt;1,v=g-h,m=g+h,y=d,b=v,x=g,_=m,w=p,A=e+1,M=r-1,T=0;u(y,b,f)&amp;&amp;(T=y,y=b,b=T);u(_,w,f)&amp;&amp;(T=_,_=w,w=T);u(y,x,f)&amp;&amp;(T=y,y=x,x=T);u(b,x,f)&amp;&amp;(T=b,b=x,x=T);u(y,_,f)&amp;&amp;(T=y,y=_,_=T);u(x,_,f)&amp;&amp;(T=x,x=_,_=T);u(b,w,f)&amp;&amp;(T=b,b=w,w=T);u(b,x,f)&amp;&amp;(T=b,b=x,x=T);u(_,w,f)&amp;&amp;(T=_,_=w,w=T);var k=f[2*b];var E=f[2*b+1];var L=f[2*_];var S=f[2*_+1];var C=2*y;var O=2*x;var R=2*w;var P=2*d;var z=2*g;var I=2*p;for(var N=0;N&lt;2;++N){var D=f[C+N],F=f[O+N],j=f[R+N];f[P+N]=D,f[z+N]=F,f[I+N]=j}o(v,e,f);o(m,r,f);for(var B=A;B&lt;=M;++B)if(c(B,k,E,f))B!==A&amp;&amp;a(B,A,f),++A;else if(!c(B,L,S,f))for(;;){if(c(M,L,S,f)){c(M,k,E,f)?(s(B,A,M,f),++A,--M):(a(B,M,f),--M);break}if(--M&lt;B)break}l(e,A-1,k,E,f);l(r,M+1,L,S,f);A-2-e&lt;=n?i(e,A-2,f):t(e,A-2,f);r-(M+2)&lt;=n?i(M+2,r,f):t(M+2,r,f);M-A&lt;=n?i(A,M,f):t(A,M,f)}(0,e-1,t)};var n=32;function i(t,e,r){for(var n=2*(t+1),i=t+1;i&lt;=e;++i){for(var a=r[n++],o=r[n++],s=i,l=n-2;s-- &gt;t;){var u=r[l-2],c=r[l-1];if(u&lt;a)break;if(u===a&amp;&amp;c&lt;o)break;r[l]=u,r[l+1]=c,l-=2}r[l]=a,r[l+1]=o}}function a(t,e,r){e*=2;var n=r[t*=2],i=r[t+1];r[t]=r[e],r[t+1]=r[e+1],r[e]=n,r[e+1]=i}function o(t,e,r){e*=2,r[t*=2]=r[e],r[t+1]=r[e+1]}function s(t,e,r,n){e*=2,r*=2;var i=n[t*=2],a=n[t+1];n[t]=n[e],n[t+1]=n[e+1],n[e]=n[r],n[e+1]=n[r+1],n[r]=i,n[r+1]=a}function l(t,e,r,n,i){e*=2,i[t*=2]=i[e],i[e]=r,i[t+1]=i[e+1],i[e+1]=n}function u(t,e,r){e*=2;var n=r[t*=2],i=r[e];return!(n&lt;i)&amp;&amp;(n!==i||r[t+1]&gt;r[e+1])}function c(t,e,r,n){var i=n[t*=2];return i&lt;e||i===e&amp;&amp;n[t+1]&lt;r}},{}],45:[function(t,e,r){&quot;use strict&quot;;e.exports={init:function(t){var e=i.nextPow2(t);s.length&lt;e&amp;&amp;(n.free(s),s=n.mallocInt32(e));l.length&lt;e&amp;&amp;(n.free(l),l=n.mallocInt32(e));u.length&lt;e&amp;&amp;(n.free(u),u=n.mallocInt32(e));c.length&lt;e&amp;&amp;(n.free(c),c=n.mallocInt32(e));f.length&lt;e&amp;&amp;(n.free(f),f=n.mallocInt32(e));h.length&lt;e&amp;&amp;(n.free(h),h=n.mallocInt32(e));var r=8*e;d.length&lt;r&amp;&amp;(n.free(d),d=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,i,f,h,v,m,y){for(var b=0,x=2*t,_=t-1,w=x-1,A=r;A&lt;n;++A){var M=f[A],T=x*A;d[b++]=i[T+_],d[b++]=-(M+1),d[b++]=i[T+w],d[b++]=M}for(var A=h;A&lt;v;++A){var M=y[A]+o,k=x*A;d[b++]=m[k+_],d[b++]=-M,d[b++]=m[k+w],d[b++]=M}var E=b&gt;&gt;&gt;1;a(d,E);for(var L=0,S=0,A=0;A&lt;E;++A){var C=0|d[2*A+1];if(C&gt;=o)p(u,c,S--,C=C-o|0);else if(C&gt;=0)p(s,l,L--,C);else if(C&lt;=-o){C=-C-o|0;for(var O=0;O&lt;L;++O){var R=e(s[O],C);if(void 0!==R)return R}g(u,c,S++,C)}else{C=-C-1|0;for(var O=0;O&lt;S;++O){var R=e(C,u[O]);if(void 0!==R)return R}g(s,l,L++,C)}}},sweepComplete:function(t,e,r,n,i,o,v,m,y,b){for(var x=0,_=2*t,w=t-1,A=_-1,M=r;M&lt;n;++M){var T=o[M]+1&lt;&lt;1,k=_*M;d[x++]=i[k+w],d[x++]=-T,d[x++]=i[k+A],d[x++]=T}for(var M=v;M&lt;m;++M){var T=b[M]+1&lt;&lt;1,E=_*M;d[x++]=y[E+w],d[x++]=1|-T,d[x++]=y[E+A],d[x++]=1|T}var L=x&gt;&gt;&gt;1;a(d,L);for(var S=0,C=0,O=0,M=0;M&lt;L;++M){var R=0|d[2*M+1],P=1&amp;R;if(M&lt;L-1&amp;&amp;R&gt;&gt;1==d[2*M+3]&gt;&gt;1&amp;&amp;(P=2,M+=1),R&lt;0){for(var z=-(R&gt;&gt;1)-1,I=0;I&lt;O;++I){var N=e(f[I],z);if(void 0!==N)return N}if(0!==P)for(var I=0;I&lt;S;++I){var N=e(s[I],z);if(void 0!==N)return N}if(1!==P)for(var I=0;I&lt;C;++I){var N=e(u[I],z);if(void 0!==N)return N}0===P?g(s,l,S++,z):1===P?g(u,c,C++,z):2===P&amp;&amp;g(f,h,O++,z)}else{var z=(R&gt;&gt;1)-1;0===P?p(s,l,S--,z):1===P?p(u,c,C--,z):2===P&amp;&amp;p(f,h,O--,z)}}},scanBipartite:function(t,e,r,n,i,u,c,f,h,v,m,y){var b=0,x=2*t,_=e,w=e+t,A=1,M=1;n?M=o:A=o;for(var T=i;T&lt;u;++T){var k=T+A,E=x*T;d[b++]=c[E+_],d[b++]=-k,d[b++]=c[E+w],d[b++]=k}for(var T=h;T&lt;v;++T){var k=T+M,L=x*T;d[b++]=m[L+_],d[b++]=-k}var S=b&gt;&gt;&gt;1;a(d,S);for(var C=0,T=0;T&lt;S;++T){var O=0|d[2*T+1];if(O&lt;0){var k=-O,R=!1;if(k&gt;=o?(R=!n,k-=o):(R=!!n,k-=1),R)g(s,l,C++,k);else{var P=y[k],z=x*k,I=m[z+e+1],N=m[z+e+1+t];t:for(var D=0;D&lt;C;++D){var F=s[D],j=x*F;if(!(N&lt;c[j+e+1]||c[j+e+1+t]&lt;I)){for(var B=e+2;B&lt;t;++B)if(m[z+B+t]&lt;c[j+B]||c[j+B+t]&lt;m[z+B])continue t;var U,V=f[F];if(void 0!==(U=n?r(P,V):r(V,P)))return U}}}}else p(s,l,C--,O-A)}},scanComplete:function(t,e,r,n,i,l,u,c,f,h,p){for(var g=0,v=2*t,m=e,y=e+t,b=n;b&lt;i;++b){var x=b+o,_=v*b;d[g++]=l[_+m],d[g++]=-x,d[g++]=l[_+y],d[g++]=x}for(var b=c;b&lt;f;++b){var x=b+1,w=v*b;d[g++]=h[w+m],d[g++]=-x}var A=g&gt;&gt;&gt;1;a(d,A);for(var M=0,b=0;b&lt;A;++b){var T=0|d[2*b+1];if(T&lt;0){var x=-T;if(x&gt;=o)s[M++]=x-o;else{var k=p[x-=1],E=v*x,L=h[E+e+1],S=h[E+e+1+t];t:for(var C=0;C&lt;M;++C){var O=s[C],R=u[O];if(R===k)break;var P=v*O;if(!(S&lt;l[P+e+1]||l[P+e+1+t]&lt;L)){for(var z=e+2;z&lt;t;++z)if(h[E+z+t]&lt;l[P+z]||l[P+z+t]&lt;h[E+z])continue t;var I=r(R,k);if(void 0!==I)return I}}}}else{for(var x=T-o,C=M-1;C&gt;=0;--C)if(s[C]===x){for(var z=C+1;z&lt;M;++z)s[z-1]=s[z];break}--M}}}};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;bit-twiddle&quot;),a=t(&quot;./sort&quot;),o=1&lt;&lt;28,s=n.mallocInt32(1024),l=n.mallocInt32(1024),u=n.mallocInt32(1024),c=n.mallocInt32(1024),f=n.mallocInt32(1024),h=n.mallocInt32(1024),d=n.mallocDouble(8192);function p(t,e,r,n){var i=e[n],a=t[r-1];t[i]=a,e[a]=i}function g(t,e,r,n){t[r]=n,e[n]=r}},{&quot;./sort&quot;:44,&quot;bit-twiddle&quot;:36,&quot;typedarray-pool&quot;:348}],46:[function(t,e,r){},{}],47:[function(t,e,r){var n=Object.create||function(t){var e=function(){};return e.prototype=t,new e},i=Object.keys||function(t){var e=[];for(var r in t)Object.prototype.hasOwnProperty.call(t,r)&amp;&amp;e.push(r);return r},a=Function.prototype.bind||function(t){var e=this;return function(){return e.apply(t,arguments)}};function o(){this._events&amp;&amp;Object.prototype.hasOwnProperty.call(this,&quot;_events&quot;)||(this._events=n(null),this._eventsCount=0),this._maxListeners=this._maxListeners||void 0}e.exports=o,o.EventEmitter=o,o.prototype._events=void 0,o.prototype._maxListeners=void 0;var s,l=10;try{var u={};Object.defineProperty&amp;&amp;Object.defineProperty(u,&quot;x&quot;,{value:0}),s=0===u.x}catch(t){s=!1}function c(t){return void 0===t._maxListeners?o.defaultMaxListeners:t._maxListeners}function f(t,e,r,i){var a,o,s;if(&quot;function&quot;!=typeof r)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);if((o=t._events)?(o.newListener&amp;&amp;(t.emit(&quot;newListener&quot;,e,r.listener?r.listener:r),o=t._events),s=o[e]):(o=t._events=n(null),t._eventsCount=0),s){if(&quot;function&quot;==typeof s?s=o[e]=i?[r,s]:[s,r]:i?s.unshift(r):s.push(r),!s.warned&amp;&amp;(a=c(t))&amp;&amp;a&gt;0&amp;&amp;s.length&gt;a){s.warned=!0;var l=new Error(&quot;Possible EventEmitter memory leak detected. &quot;+s.length+&#x27; &quot;&#x27;+String(e)+&#x27;&quot; listeners added. Use emitter.setMaxListeners() to increase limit.&#x27;);l.name=&quot;MaxListenersExceededWarning&quot;,l.emitter=t,l.type=e,l.count=s.length,&quot;object&quot;==typeof console&amp;&amp;console.warn&amp;&amp;console.warn(&quot;%s: %s&quot;,l.name,l.message)}}else s=o[e]=r,++t._eventsCount;return t}function h(){if(!this.fired)switch(this.target.removeListener(this.type,this.wrapFn),this.fired=!0,arguments.length){case 0:return this.listener.call(this.target);case 1:return this.listener.call(this.target,arguments[0]);case 2:return this.listener.call(this.target,arguments[0],arguments[1]);case 3:return this.listener.call(this.target,arguments[0],arguments[1],arguments[2]);default:for(var t=new Array(arguments.length),e=0;e&lt;t.length;++e)t[e]=arguments[e];this.listener.apply(this.target,t)}}function d(t,e,r){var n={fired:!1,wrapFn:void 0,target:t,type:e,listener:r},i=a.call(h,n);return i.listener=r,n.wrapFn=i,i}function p(t,e,r){var n=t._events;if(!n)return[];var i=n[e];return i?&quot;function&quot;==typeof i?r?[i.listener||i]:[i]:r?function(t){for(var e=new Array(t.length),r=0;r&lt;e.length;++r)e[r]=t[r].listener||t[r];return e}(i):v(i,i.length):[]}function g(t){var e=this._events;if(e){var r=e[t];if(&quot;function&quot;==typeof r)return 1;if(r)return r.length}return 0}function v(t,e){for(var r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n];return r}s?Object.defineProperty(o,&quot;defaultMaxListeners&quot;,{enumerable:!0,get:function(){return l},set:function(t){if(&quot;number&quot;!=typeof t||t&lt;0||t!=t)throw new TypeError(&#x27;&quot;defaultMaxListeners&quot; must be a positive number&#x27;);l=t}}):o.defaultMaxListeners=l,o.prototype.setMaxListeners=function(t){if(&quot;number&quot;!=typeof t||t&lt;0||isNaN(t))throw new TypeError(&#x27;&quot;n&quot; argument must be a positive number&#x27;);return this._maxListeners=t,this},o.prototype.getMaxListeners=function(){return c(this)},o.prototype.emit=function(t){var e,r,n,i,a,o,s=&quot;error&quot;===t;if(o=this._events)s=s&amp;&amp;null==o.error;else if(!s)return!1;if(s){if(arguments.length&gt;1&amp;&amp;(e=arguments[1]),e instanceof Error)throw e;var l=new Error(&#x27;Unhandled &quot;error&quot; event. (&#x27;+e+&quot;)&quot;);throw l.context=e,l}if(!(r=o[t]))return!1;var u=&quot;function&quot;==typeof r;switch(n=arguments.length){case 1:!function(t,e,r){if(e)t.call(r);else for(var n=t.length,i=v(t,n),a=0;a&lt;n;++a)i[a].call(r)}(r,u,this);break;case 2:!function(t,e,r,n){if(e)t.call(r,n);else for(var i=t.length,a=v(t,i),o=0;o&lt;i;++o)a[o].call(r,n)}(r,u,this,arguments[1]);break;case 3:!function(t,e,r,n,i){if(e)t.call(r,n,i);else for(var a=t.length,o=v(t,a),s=0;s&lt;a;++s)o[s].call(r,n,i)}(r,u,this,arguments[1],arguments[2]);break;case 4:!function(t,e,r,n,i,a){if(e)t.call(r,n,i,a);else for(var o=t.length,s=v(t,o),l=0;l&lt;o;++l)s[l].call(r,n,i,a)}(r,u,this,arguments[1],arguments[2],arguments[3]);break;default:for(i=new Array(n-1),a=1;a&lt;n;a++)i[a-1]=arguments[a];!function(t,e,r,n){if(e)t.apply(r,n);else for(var i=t.length,a=v(t,i),o=0;o&lt;i;++o)a[o].apply(r,n)}(r,u,this,i)}return!0},o.prototype.addListener=function(t,e){return f(this,t,e,!1)},o.prototype.on=o.prototype.addListener,o.prototype.prependListener=function(t,e){return f(this,t,e,!0)},o.prototype.once=function(t,e){if(&quot;function&quot;!=typeof e)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);return this.on(t,d(this,t,e)),this},o.prototype.prependOnceListener=function(t,e){if(&quot;function&quot;!=typeof e)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);return this.prependListener(t,d(this,t,e)),this},o.prototype.removeListener=function(t,e){var r,i,a,o,s;if(&quot;function&quot;!=typeof e)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);if(!(i=this._events))return this;if(!(r=i[t]))return this;if(r===e||r.listener===e)0==--this._eventsCount?this._events=n(null):(delete i[t],i.removeListener&amp;&amp;this.emit(&quot;removeListener&quot;,t,r.listener||e));else if(&quot;function&quot;!=typeof r){for(a=-1,o=r.length-1;o&gt;=0;o--)if(r[o]===e||r[o].listener===e){s=r[o].listener,a=o;break}if(a&lt;0)return this;0===a?r.shift():function(t,e){for(var r=e,n=r+1,i=t.length;n&lt;i;r+=1,n+=1)t[r]=t[n];t.pop()}(r,a),1===r.length&amp;&amp;(i[t]=r[0]),i.removeListener&amp;&amp;this.emit(&quot;removeListener&quot;,t,s||e)}return this},o.prototype.removeAllListeners=function(t){var e,r,a;if(!(r=this._events))return this;if(!r.removeListener)return 0===arguments.length?(this._events=n(null),this._eventsCount=0):r[t]&amp;&amp;(0==--this._eventsCount?this._events=n(null):delete r[t]),this;if(0===arguments.length){var o,s=i(r);for(a=0;a&lt;s.length;++a)&quot;removeListener&quot;!==(o=s[a])&amp;&amp;this.removeAllListeners(o);return this.removeAllListeners(&quot;removeListener&quot;),this._events=n(null),this._eventsCount=0,this}if(&quot;function&quot;==typeof(e=r[t]))this.removeListener(t,e);else if(e)for(a=e.length-1;a&gt;=0;a--)this.removeListener(t,e[a]);return this},o.prototype.listeners=function(t){return p(this,t,!0)},o.prototype.rawListeners=function(t){return p(this,t,!1)},o.listenerCount=function(t,e){return&quot;function&quot;==typeof t.listenerCount?t.listenerCount(e):g.call(t,e)},o.prototype.listenerCount=g,o.prototype.eventNames=function(){return this._eventsCount&gt;0?Reflect.ownKeys(this._events):[]}},{}],48:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;base64-js&quot;),i=t(&quot;ieee754&quot;);r.Buffer=s,r.SlowBuffer=function(t){+t!=t&amp;&amp;(t=0);return s.alloc(+t)},r.INSPECT_MAX_BYTES=50;var a=2147483647;function o(t){if(t&gt;a)throw new RangeError(&#x27;The value &quot;&#x27;+t+&#x27;&quot; is invalid for option &quot;size&quot;&#x27;);var e=new Uint8Array(t);return e.__proto__=s.prototype,e}function s(t,e,r){if(&quot;number&quot;==typeof t){if(&quot;string&quot;==typeof e)throw new TypeError(&#x27;The &quot;string&quot; argument must be of type string. Received type number&#x27;);return c(t)}return l(t,e,r)}function l(t,e,r){if(&quot;string&quot;==typeof t)return function(t,e){&quot;string&quot;==typeof e&amp;&amp;&quot;&quot;!==e||(e=&quot;utf8&quot;);if(!s.isEncoding(e))throw new TypeError(&quot;Unknown encoding: &quot;+e);var r=0|d(t,e),n=o(r),i=n.write(t,e);i!==r&amp;&amp;(n=n.slice(0,i));return n}(t,e);if(ArrayBuffer.isView(t))return f(t);if(null==t)throw TypeError(&quot;The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type &quot;+typeof t);if(B(t,ArrayBuffer)||t&amp;&amp;B(t.buffer,ArrayBuffer))return function(t,e,r){if(e&lt;0||t.byteLength&lt;e)throw new RangeError(&#x27;&quot;offset&quot; is outside of buffer bounds&#x27;);if(t.byteLength&lt;e+(r||0))throw new RangeError(&#x27;&quot;length&quot; is outside of buffer bounds&#x27;);var n;n=void 0===e&amp;&amp;void 0===r?new Uint8Array(t):void 0===r?new Uint8Array(t,e):new Uint8Array(t,e,r);return n.__proto__=s.prototype,n}(t,e,r);if(&quot;number&quot;==typeof t)throw new TypeError(&#x27;The &quot;value&quot; argument must not be of type number. Received type number&#x27;);var n=t.valueOf&amp;&amp;t.valueOf();if(null!=n&amp;&amp;n!==t)return s.from(n,e,r);var i=function(t){if(s.isBuffer(t)){var e=0|h(t.length),r=o(e);return 0===r.length?r:(t.copy(r,0,0,e),r)}if(void 0!==t.length)return&quot;number&quot;!=typeof t.length||U(t.length)?o(0):f(t);if(&quot;Buffer&quot;===t.type&amp;&amp;Array.isArray(t.data))return f(t.data)}(t);if(i)return i;if(&quot;undefined&quot;!=typeof Symbol&amp;&amp;null!=Symbol.toPrimitive&amp;&amp;&quot;function&quot;==typeof t[Symbol.toPrimitive])return s.from(t[Symbol.toPrimitive](&quot;string&quot;),e,r);throw new TypeError(&quot;The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type &quot;+typeof t)}function u(t){if(&quot;number&quot;!=typeof t)throw new TypeError(&#x27;&quot;size&quot; argument must be of type number&#x27;);if(t&lt;0)throw new RangeError(&#x27;The value &quot;&#x27;+t+&#x27;&quot; is invalid for option &quot;size&quot;&#x27;)}function c(t){return u(t),o(t&lt;0?0:0|h(t))}function f(t){for(var e=t.length&lt;0?0:0|h(t.length),r=o(e),n=0;n&lt;e;n+=1)r[n]=255&amp;t[n];return r}function h(t){if(t&gt;=a)throw new RangeError(&quot;Attempt to allocate Buffer larger than maximum size: 0x&quot;+a.toString(16)+&quot; bytes&quot;);return 0|t}function d(t,e){if(s.isBuffer(t))return t.length;if(ArrayBuffer.isView(t)||B(t,ArrayBuffer))return t.byteLength;if(&quot;string&quot;!=typeof t)throw new TypeError(&#x27;The &quot;string&quot; argument must be one of type string, Buffer, or ArrayBuffer. Received type &#x27;+typeof t);var r=t.length,n=arguments.length&gt;2&amp;&amp;!0===arguments[2];if(!n&amp;&amp;0===r)return 0;for(var i=!1;;)switch(e){case&quot;ascii&quot;:case&quot;latin1&quot;:case&quot;binary&quot;:return r;case&quot;utf8&quot;:case&quot;utf-8&quot;:return D(t).length;case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return 2*r;case&quot;hex&quot;:return r&gt;&gt;&gt;1;case&quot;base64&quot;:return F(t).length;default:if(i)return n?-1:D(t).length;e=(&quot;&quot;+e).toLowerCase(),i=!0}}function p(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}function g(t,e,r,n,i){if(0===t.length)return-1;if(&quot;string&quot;==typeof r?(n=r,r=0):r&gt;2147483647?r=2147483647:r&lt;-2147483648&amp;&amp;(r=-2147483648),U(r=+r)&amp;&amp;(r=i?0:t.length-1),r&lt;0&amp;&amp;(r=t.length+r),r&gt;=t.length){if(i)return-1;r=t.length-1}else if(r&lt;0){if(!i)return-1;r=0}if(&quot;string&quot;==typeof e&amp;&amp;(e=s.from(e,n)),s.isBuffer(e))return 0===e.length?-1:v(t,e,r,n,i);if(&quot;number&quot;==typeof e)return e&amp;=255,&quot;function&quot;==typeof Uint8Array.prototype.indexOf?i?Uint8Array.prototype.indexOf.call(t,e,r):Uint8Array.prototype.lastIndexOf.call(t,e,r):v(t,[e],r,n,i);throw new TypeError(&quot;val must be string, number or Buffer&quot;)}function v(t,e,r,n,i){var a,o=1,s=t.length,l=e.length;if(void 0!==n&amp;&amp;(&quot;ucs2&quot;===(n=String(n).toLowerCase())||&quot;ucs-2&quot;===n||&quot;utf16le&quot;===n||&quot;utf-16le&quot;===n)){if(t.length&lt;2||e.length&lt;2)return-1;o=2,s/=2,l/=2,r/=2}function u(t,e){return 1===o?t[e]:t.readUInt16BE(e*o)}if(i){var c=-1;for(a=r;a&lt;s;a++)if(u(t,a)===u(e,-1===c?0:a-c)){if(-1===c&amp;&amp;(c=a),a-c+1===l)return c*o}else-1!==c&amp;&amp;(a-=a-c),c=-1}else for(r+l&gt;s&amp;&amp;(r=s-l),a=r;a&gt;=0;a--){for(var f=!0,h=0;h&lt;l;h++)if(u(t,a+h)!==u(e,h)){f=!1;break}if(f)return a}return-1}function m(t,e,r,n){r=Number(r)||0;var i=t.length-r;n?(n=Number(n))&gt;i&amp;&amp;(n=i):n=i;var a=e.length;n&gt;a/2&amp;&amp;(n=a/2);for(var o=0;o&lt;n;++o){var s=parseInt(e.substr(2*o,2),16);if(U(s))return o;t[r+o]=s}return o}function y(t,e,r,n){return j(D(e,t.length-r),t,r,n)}function b(t,e,r,n){return j(function(t){for(var e=[],r=0;r&lt;t.length;++r)e.push(255&amp;t.charCodeAt(r));return e}(e),t,r,n)}function x(t,e,r,n){return b(t,e,r,n)}function _(t,e,r,n){return j(F(e),t,r,n)}function w(t,e,r,n){return j(function(t,e){for(var r,n,i,a=[],o=0;o&lt;t.length&amp;&amp;!((e-=2)&lt;0);++o)r=t.charCodeAt(o),n=r&gt;&gt;8,i=r%256,a.push(i),a.push(n);return a}(e,t.length-r),t,r,n)}function A(t,e,r){return 0===e&amp;&amp;r===t.length?n.fromByteArray(t):n.fromByteArray(t.slice(e,r))}function M(t,e,r){r=Math.min(t.length,r);for(var n=[],i=e;i&lt;r;){var a,o,s,l,u=t[i],c=null,f=u&gt;239?4:u&gt;223?3:u&gt;191?2:1;if(i+f&lt;=r)switch(f){case 1:u&lt;128&amp;&amp;(c=u);break;case 2:128==(192&amp;(a=t[i+1]))&amp;&amp;(l=(31&amp;u)&lt;&lt;6|63&amp;a)&gt;127&amp;&amp;(c=l);break;case 3:a=t[i+1],o=t[i+2],128==(192&amp;a)&amp;&amp;128==(192&amp;o)&amp;&amp;(l=(15&amp;u)&lt;&lt;12|(63&amp;a)&lt;&lt;6|63&amp;o)&gt;2047&amp;&amp;(l&lt;55296||l&gt;57343)&amp;&amp;(c=l);break;case 4:a=t[i+1],o=t[i+2],s=t[i+3],128==(192&amp;a)&amp;&amp;128==(192&amp;o)&amp;&amp;128==(192&amp;s)&amp;&amp;(l=(15&amp;u)&lt;&lt;18|(63&amp;a)&lt;&lt;12|(63&amp;o)&lt;&lt;6|63&amp;s)&gt;65535&amp;&amp;l&lt;1114112&amp;&amp;(c=l)}null===c?(c=65533,f=1):c&gt;65535&amp;&amp;(c-=65536,n.push(c&gt;&gt;&gt;10&amp;1023|55296),c=56320|1023&amp;c),n.push(c),i+=f}return function(t){var e=t.length;if(e&lt;=T)return String.fromCharCode.apply(String,t);var r=&quot;&quot;,n=0;for(;n&lt;e;)r+=String.fromCharCode.apply(String,t.slice(n,n+=T));return r}(n)}r.kMaxLength=a,s.TYPED_ARRAY_SUPPORT=function(){try{var t=new Uint8Array(1);return t.__proto__={__proto__:Uint8Array.prototype,foo:function(){return 42}},42===t.foo()}catch(t){return!1}}(),s.TYPED_ARRAY_SUPPORT||&quot;undefined&quot;==typeof console||&quot;function&quot;!=typeof console.error||console.error(&quot;This browser lacks typed array (Uint8Array) support which is required by `buffer` v5.x. Use `buffer` v4.x if you require old browser support.&quot;),Object.defineProperty(s.prototype,&quot;parent&quot;,{enumerable:!0,get:function(){if(s.isBuffer(this))return this.buffer}}),Object.defineProperty(s.prototype,&quot;offset&quot;,{enumerable:!0,get:function(){if(s.isBuffer(this))return this.byteOffset}}),&quot;undefined&quot;!=typeof Symbol&amp;&amp;null!=Symbol.species&amp;&amp;s[Symbol.species]===s&amp;&amp;Object.defineProperty(s,Symbol.species,{value:null,configurable:!0,enumerable:!1,writable:!1}),s.poolSize=8192,s.from=function(t,e,r){return l(t,e,r)},s.prototype.__proto__=Uint8Array.prototype,s.__proto__=Uint8Array,s.alloc=function(t,e,r){return function(t,e,r){return u(t),t&lt;=0?o(t):void 0!==e?&quot;string&quot;==typeof r?o(t).fill(e,r):o(t).fill(e):o(t)}(t,e,r)},s.allocUnsafe=function(t){return c(t)},s.allocUnsafeSlow=function(t){return c(t)},s.isBuffer=function(t){return null!=t&amp;&amp;!0===t._isBuffer&amp;&amp;t!==s.prototype},s.compare=function(t,e){if(B(t,Uint8Array)&amp;&amp;(t=s.from(t,t.offset,t.byteLength)),B(e,Uint8Array)&amp;&amp;(e=s.from(e,e.offset,e.byteLength)),!s.isBuffer(t)||!s.isBuffer(e))throw new TypeError(&#x27;The &quot;buf1&quot;, &quot;buf2&quot; arguments must be one of type Buffer or Uint8Array&#x27;);if(t===e)return 0;for(var r=t.length,n=e.length,i=0,a=Math.min(r,n);i&lt;a;++i)if(t[i]!==e[i]){r=t[i],n=e[i];break}return r&lt;n?-1:n&lt;r?1:0},s.isEncoding=function(t){switch(String(t).toLowerCase()){case&quot;hex&quot;:case&quot;utf8&quot;:case&quot;utf-8&quot;:case&quot;ascii&quot;:case&quot;latin1&quot;:case&quot;binary&quot;:case&quot;base64&quot;:case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return!0;default:return!1}},s.concat=function(t,e){if(!Array.isArray(t))throw new TypeError(&#x27;&quot;list&quot; argument must be an Array of Buffers&#x27;);if(0===t.length)return s.alloc(0);var r;if(void 0===e)for(e=0,r=0;r&lt;t.length;++r)e+=t[r].length;var n=s.allocUnsafe(e),i=0;for(r=0;r&lt;t.length;++r){var a=t[r];if(B(a,Uint8Array)&amp;&amp;(a=s.from(a)),!s.isBuffer(a))throw new TypeError(&#x27;&quot;list&quot; argument must be an Array of Buffers&#x27;);a.copy(n,i),i+=a.length}return n},s.byteLength=d,s.prototype._isBuffer=!0,s.prototype.swap16=function(){var t=this.length;if(t%2!=0)throw new RangeError(&quot;Buffer size must be a multiple of 16-bits&quot;);for(var e=0;e&lt;t;e+=2)p(this,e,e+1);return this},s.prototype.swap32=function(){var t=this.length;if(t%4!=0)throw new RangeError(&quot;Buffer size must be a multiple of 32-bits&quot;);for(var e=0;e&lt;t;e+=4)p(this,e,e+3),p(this,e+1,e+2);return this},s.prototype.swap64=function(){var t=this.length;if(t%8!=0)throw new RangeError(&quot;Buffer size must be a multiple of 64-bits&quot;);for(var e=0;e&lt;t;e+=8)p(this,e,e+7),p(this,e+1,e+6),p(this,e+2,e+5),p(this,e+3,e+4);return this},s.prototype.toString=function(){var t=this.length;return 0===t?&quot;&quot;:0===arguments.length?M(this,0,t):function(t,e,r){var n=!1;if((void 0===e||e&lt;0)&amp;&amp;(e=0),e&gt;this.length)return&quot;&quot;;if((void 0===r||r&gt;this.length)&amp;&amp;(r=this.length),r&lt;=0)return&quot;&quot;;if((r&gt;&gt;&gt;=0)&lt;=(e&gt;&gt;&gt;=0))return&quot;&quot;;for(t||(t=&quot;utf8&quot;);;)switch(t){case&quot;hex&quot;:return L(this,e,r);case&quot;utf8&quot;:case&quot;utf-8&quot;:return M(this,e,r);case&quot;ascii&quot;:return k(this,e,r);case&quot;latin1&quot;:case&quot;binary&quot;:return E(this,e,r);case&quot;base64&quot;:return A(this,e,r);case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return S(this,e,r);default:if(n)throw new TypeError(&quot;Unknown encoding: &quot;+t);t=(t+&quot;&quot;).toLowerCase(),n=!0}}.apply(this,arguments)},s.prototype.toLocaleString=s.prototype.toString,s.prototype.equals=function(t){if(!s.isBuffer(t))throw new TypeError(&quot;Argument must be a Buffer&quot;);return this===t||0===s.compare(this,t)},s.prototype.inspect=function(){var t=&quot;&quot;,e=r.INSPECT_MAX_BYTES;return t=this.toString(&quot;hex&quot;,0,e).replace(/(.{2})/g,&quot;$1 &quot;).trim(),this.length&gt;e&amp;&amp;(t+=&quot; ... &quot;),&quot;&lt;Buffer &quot;+t+&quot;&gt;&quot;},s.prototype.compare=function(t,e,r,n,i){if(B(t,Uint8Array)&amp;&amp;(t=s.from(t,t.offset,t.byteLength)),!s.isBuffer(t))throw new TypeError(&#x27;The &quot;target&quot; argument must be one of type Buffer or Uint8Array. Received type &#x27;+typeof t);if(void 0===e&amp;&amp;(e=0),void 0===r&amp;&amp;(r=t?t.length:0),void 0===n&amp;&amp;(n=0),void 0===i&amp;&amp;(i=this.length),e&lt;0||r&gt;t.length||n&lt;0||i&gt;this.length)throw new RangeError(&quot;out of range index&quot;);if(n&gt;=i&amp;&amp;e&gt;=r)return 0;if(n&gt;=i)return-1;if(e&gt;=r)return 1;if(this===t)return 0;for(var a=(i&gt;&gt;&gt;=0)-(n&gt;&gt;&gt;=0),o=(r&gt;&gt;&gt;=0)-(e&gt;&gt;&gt;=0),l=Math.min(a,o),u=this.slice(n,i),c=t.slice(e,r),f=0;f&lt;l;++f)if(u[f]!==c[f]){a=u[f],o=c[f];break}return a&lt;o?-1:o&lt;a?1:0},s.prototype.includes=function(t,e,r){return-1!==this.indexOf(t,e,r)},s.prototype.indexOf=function(t,e,r){return g(this,t,e,r,!0)},s.prototype.lastIndexOf=function(t,e,r){return g(this,t,e,r,!1)},s.prototype.write=function(t,e,r,n){if(void 0===e)n=&quot;utf8&quot;,r=this.length,e=0;else if(void 0===r&amp;&amp;&quot;string&quot;==typeof e)n=e,r=this.length,e=0;else{if(!isFinite(e))throw new Error(&quot;Buffer.write(string, encoding, offset[, length]) is no longer supported&quot;);e&gt;&gt;&gt;=0,isFinite(r)?(r&gt;&gt;&gt;=0,void 0===n&amp;&amp;(n=&quot;utf8&quot;)):(n=r,r=void 0)}var i=this.length-e;if((void 0===r||r&gt;i)&amp;&amp;(r=i),t.length&gt;0&amp;&amp;(r&lt;0||e&lt;0)||e&gt;this.length)throw new RangeError(&quot;Attempt to write outside buffer bounds&quot;);n||(n=&quot;utf8&quot;);for(var a=!1;;)switch(n){case&quot;hex&quot;:return m(this,t,e,r);case&quot;utf8&quot;:case&quot;utf-8&quot;:return y(this,t,e,r);case&quot;ascii&quot;:return b(this,t,e,r);case&quot;latin1&quot;:case&quot;binary&quot;:return x(this,t,e,r);case&quot;base64&quot;:return _(this,t,e,r);case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return w(this,t,e,r);default:if(a)throw new TypeError(&quot;Unknown encoding: &quot;+n);n=(&quot;&quot;+n).toLowerCase(),a=!0}},s.prototype.toJSON=function(){return{type:&quot;Buffer&quot;,data:Array.prototype.slice.call(this._arr||this,0)}};var T=4096;function k(t,e,r){var n=&quot;&quot;;r=Math.min(t.length,r);for(var i=e;i&lt;r;++i)n+=String.fromCharCode(127&amp;t[i]);return n}function E(t,e,r){var n=&quot;&quot;;r=Math.min(t.length,r);for(var i=e;i&lt;r;++i)n+=String.fromCharCode(t[i]);return n}function L(t,e,r){var n=t.length;(!e||e&lt;0)&amp;&amp;(e=0),(!r||r&lt;0||r&gt;n)&amp;&amp;(r=n);for(var i=&quot;&quot;,a=e;a&lt;r;++a)i+=N(t[a]);return i}function S(t,e,r){for(var n=t.slice(e,r),i=&quot;&quot;,a=0;a&lt;n.length;a+=2)i+=String.fromCharCode(n[a]+256*n[a+1]);return i}function C(t,e,r){if(t%1!=0||t&lt;0)throw new RangeError(&quot;offset is not uint&quot;);if(t+e&gt;r)throw new RangeError(&quot;Trying to access beyond buffer length&quot;)}function O(t,e,r,n,i,a){if(!s.isBuffer(t))throw new TypeError(&#x27;&quot;buffer&quot; argument must be a Buffer instance&#x27;);if(e&gt;i||e&lt;a)throw new RangeError(&#x27;&quot;value&quot; argument is out of bounds&#x27;);if(r+n&gt;t.length)throw new RangeError(&quot;Index out of range&quot;)}function R(t,e,r,n,i,a){if(r+n&gt;t.length)throw new RangeError(&quot;Index out of range&quot;);if(r&lt;0)throw new RangeError(&quot;Index out of range&quot;)}function P(t,e,r,n,a){return e=+e,r&gt;&gt;&gt;=0,a||R(t,0,r,4),i.write(t,e,r,n,23,4),r+4}function z(t,e,r,n,a){return e=+e,r&gt;&gt;&gt;=0,a||R(t,0,r,8),i.write(t,e,r,n,52,8),r+8}s.prototype.slice=function(t,e){var r=this.length;(t=~~t)&lt;0?(t+=r)&lt;0&amp;&amp;(t=0):t&gt;r&amp;&amp;(t=r),(e=void 0===e?r:~~e)&lt;0?(e+=r)&lt;0&amp;&amp;(e=0):e&gt;r&amp;&amp;(e=r),e&lt;t&amp;&amp;(e=t);var n=this.subarray(t,e);return n.__proto__=s.prototype,n},s.prototype.readUIntLE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=this[t],i=1,a=0;++a&lt;e&amp;&amp;(i*=256);)n+=this[t+a]*i;return n},s.prototype.readUIntBE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=this[t+--e],i=1;e&gt;0&amp;&amp;(i*=256);)n+=this[t+--e]*i;return n},s.prototype.readUInt8=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,1,this.length),this[t]},s.prototype.readUInt16LE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,2,this.length),this[t]|this[t+1]&lt;&lt;8},s.prototype.readUInt16BE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,2,this.length),this[t]&lt;&lt;8|this[t+1]},s.prototype.readUInt32LE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),(this[t]|this[t+1]&lt;&lt;8|this[t+2]&lt;&lt;16)+16777216*this[t+3]},s.prototype.readUInt32BE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),16777216*this[t]+(this[t+1]&lt;&lt;16|this[t+2]&lt;&lt;8|this[t+3])},s.prototype.readIntLE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=this[t],i=1,a=0;++a&lt;e&amp;&amp;(i*=256);)n+=this[t+a]*i;return n&gt;=(i*=128)&amp;&amp;(n-=Math.pow(2,8*e)),n},s.prototype.readIntBE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=e,i=1,a=this[t+--n];n&gt;0&amp;&amp;(i*=256);)a+=this[t+--n]*i;return a&gt;=(i*=128)&amp;&amp;(a-=Math.pow(2,8*e)),a},s.prototype.readInt8=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,1,this.length),128&amp;this[t]?-1*(255-this[t]+1):this[t]},s.prototype.readInt16LE=function(t,e){t&gt;&gt;&gt;=0,e||C(t,2,this.length);var r=this[t]|this[t+1]&lt;&lt;8;return 32768&amp;r?4294901760|r:r},s.prototype.readInt16BE=function(t,e){t&gt;&gt;&gt;=0,e||C(t,2,this.length);var r=this[t+1]|this[t]&lt;&lt;8;return 32768&amp;r?4294901760|r:r},s.prototype.readInt32LE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),this[t]|this[t+1]&lt;&lt;8|this[t+2]&lt;&lt;16|this[t+3]&lt;&lt;24},s.prototype.readInt32BE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),this[t]&lt;&lt;24|this[t+1]&lt;&lt;16|this[t+2]&lt;&lt;8|this[t+3]},s.prototype.readFloatLE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),i.read(this,t,!0,23,4)},s.prototype.readFloatBE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),i.read(this,t,!1,23,4)},s.prototype.readDoubleLE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,8,this.length),i.read(this,t,!0,52,8)},s.prototype.readDoubleBE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,8,this.length),i.read(this,t,!1,52,8)},s.prototype.writeUIntLE=function(t,e,r,n){(t=+t,e&gt;&gt;&gt;=0,r&gt;&gt;&gt;=0,n)||O(this,t,e,r,Math.pow(2,8*r)-1,0);var i=1,a=0;for(this[e]=255&amp;t;++a&lt;r&amp;&amp;(i*=256);)this[e+a]=t/i&amp;255;return e+r},s.prototype.writeUIntBE=function(t,e,r,n){(t=+t,e&gt;&gt;&gt;=0,r&gt;&gt;&gt;=0,n)||O(this,t,e,r,Math.pow(2,8*r)-1,0);var i=r-1,a=1;for(this[e+i]=255&amp;t;--i&gt;=0&amp;&amp;(a*=256);)this[e+i]=t/a&amp;255;return e+r},s.prototype.writeUInt8=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,1,255,0),this[e]=255&amp;t,e+1},s.prototype.writeUInt16LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,65535,0),this[e]=255&amp;t,this[e+1]=t&gt;&gt;&gt;8,e+2},s.prototype.writeUInt16BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,65535,0),this[e]=t&gt;&gt;&gt;8,this[e+1]=255&amp;t,e+2},s.prototype.writeUInt32LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,4294967295,0),this[e+3]=t&gt;&gt;&gt;24,this[e+2]=t&gt;&gt;&gt;16,this[e+1]=t&gt;&gt;&gt;8,this[e]=255&amp;t,e+4},s.prototype.writeUInt32BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,4294967295,0),this[e]=t&gt;&gt;&gt;24,this[e+1]=t&gt;&gt;&gt;16,this[e+2]=t&gt;&gt;&gt;8,this[e+3]=255&amp;t,e+4},s.prototype.writeIntLE=function(t,e,r,n){if(t=+t,e&gt;&gt;&gt;=0,!n){var i=Math.pow(2,8*r-1);O(this,t,e,r,i-1,-i)}var a=0,o=1,s=0;for(this[e]=255&amp;t;++a&lt;r&amp;&amp;(o*=256);)t&lt;0&amp;&amp;0===s&amp;&amp;0!==this[e+a-1]&amp;&amp;(s=1),this[e+a]=(t/o&gt;&gt;0)-s&amp;255;return e+r},s.prototype.writeIntBE=function(t,e,r,n){if(t=+t,e&gt;&gt;&gt;=0,!n){var i=Math.pow(2,8*r-1);O(this,t,e,r,i-1,-i)}var a=r-1,o=1,s=0;for(this[e+a]=255&amp;t;--a&gt;=0&amp;&amp;(o*=256);)t&lt;0&amp;&amp;0===s&amp;&amp;0!==this[e+a+1]&amp;&amp;(s=1),this[e+a]=(t/o&gt;&gt;0)-s&amp;255;return e+r},s.prototype.writeInt8=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,1,127,-128),t&lt;0&amp;&amp;(t=255+t+1),this[e]=255&amp;t,e+1},s.prototype.writeInt16LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,32767,-32768),this[e]=255&amp;t,this[e+1]=t&gt;&gt;&gt;8,e+2},s.prototype.writeInt16BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,32767,-32768),this[e]=t&gt;&gt;&gt;8,this[e+1]=255&amp;t,e+2},s.prototype.writeInt32LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,2147483647,-2147483648),this[e]=255&amp;t,this[e+1]=t&gt;&gt;&gt;8,this[e+2]=t&gt;&gt;&gt;16,this[e+3]=t&gt;&gt;&gt;24,e+4},s.prototype.writeInt32BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,2147483647,-2147483648),t&lt;0&amp;&amp;(t=4294967295+t+1),this[e]=t&gt;&gt;&gt;24,this[e+1]=t&gt;&gt;&gt;16,this[e+2]=t&gt;&gt;&gt;8,this[e+3]=255&amp;t,e+4},s.prototype.writeFloatLE=function(t,e,r){return P(this,t,e,!0,r)},s.prototype.writeFloatBE=function(t,e,r){return P(this,t,e,!1,r)},s.prototype.writeDoubleLE=function(t,e,r){return z(this,t,e,!0,r)},s.prototype.writeDoubleBE=function(t,e,r){return z(this,t,e,!1,r)},s.prototype.copy=function(t,e,r,n){if(!s.isBuffer(t))throw new TypeError(&quot;argument should be a Buffer&quot;);if(r||(r=0),n||0===n||(n=this.length),e&gt;=t.length&amp;&amp;(e=t.length),e||(e=0),n&gt;0&amp;&amp;n&lt;r&amp;&amp;(n=r),n===r)return 0;if(0===t.length||0===this.length)return 0;if(e&lt;0)throw new RangeError(&quot;targetStart out of bounds&quot;);if(r&lt;0||r&gt;=this.length)throw new RangeError(&quot;Index out of range&quot;);if(n&lt;0)throw new RangeError(&quot;sourceEnd out of bounds&quot;);n&gt;this.length&amp;&amp;(n=this.length),t.length-e&lt;n-r&amp;&amp;(n=t.length-e+r);var i=n-r;if(this===t&amp;&amp;&quot;function&quot;==typeof Uint8Array.prototype.copyWithin)this.copyWithin(e,r,n);else if(this===t&amp;&amp;r&lt;e&amp;&amp;e&lt;n)for(var a=i-1;a&gt;=0;--a)t[a+e]=this[a+r];else Uint8Array.prototype.set.call(t,this.subarray(r,n),e);return i},s.prototype.fill=function(t,e,r,n){if(&quot;string&quot;==typeof t){if(&quot;string&quot;==typeof e?(n=e,e=0,r=this.length):&quot;string&quot;==typeof r&amp;&amp;(n=r,r=this.length),void 0!==n&amp;&amp;&quot;string&quot;!=typeof n)throw new TypeError(&quot;encoding must be a string&quot;);if(&quot;string&quot;==typeof n&amp;&amp;!s.isEncoding(n))throw new TypeError(&quot;Unknown encoding: &quot;+n);if(1===t.length){var i=t.charCodeAt(0);(&quot;utf8&quot;===n&amp;&amp;i&lt;128||&quot;latin1&quot;===n)&amp;&amp;(t=i)}}else&quot;number&quot;==typeof t&amp;&amp;(t&amp;=255);if(e&lt;0||this.length&lt;e||this.length&lt;r)throw new RangeError(&quot;Out of range index&quot;);if(r&lt;=e)return this;var a;if(e&gt;&gt;&gt;=0,r=void 0===r?this.length:r&gt;&gt;&gt;0,t||(t=0),&quot;number&quot;==typeof t)for(a=e;a&lt;r;++a)this[a]=t;else{var o=s.isBuffer(t)?t:s.from(t,n),l=o.length;if(0===l)throw new TypeError(&#x27;The value &quot;&#x27;+t+&#x27;&quot; is invalid for argument &quot;value&quot;&#x27;);for(a=0;a&lt;r-e;++a)this[a+e]=o[a%l]}return this};var I=/[^+\\/0-9A-Za-z-_]/g;function N(t){return t&lt;16?&quot;0&quot;+t.toString(16):t.toString(16)}function D(t,e){var r;e=e||1/0;for(var n=t.length,i=null,a=[],o=0;o&lt;n;++o){if((r=t.charCodeAt(o))&gt;55295&amp;&amp;r&lt;57344){if(!i){if(r&gt;56319){(e-=3)&gt;-1&amp;&amp;a.push(239,191,189);continue}if(o+1===n){(e-=3)&gt;-1&amp;&amp;a.push(239,191,189);continue}i=r;continue}if(r&lt;56320){(e-=3)&gt;-1&amp;&amp;a.push(239,191,189),i=r;continue}r=65536+(i-55296&lt;&lt;10|r-56320)}else i&amp;&amp;(e-=3)&gt;-1&amp;&amp;a.push(239,191,189);if(i=null,r&lt;128){if((e-=1)&lt;0)break;a.push(r)}else if(r&lt;2048){if((e-=2)&lt;0)break;a.push(r&gt;&gt;6|192,63&amp;r|128)}else if(r&lt;65536){if((e-=3)&lt;0)break;a.push(r&gt;&gt;12|224,r&gt;&gt;6&amp;63|128,63&amp;r|128)}else{if(!(r&lt;1114112))throw new Error(&quot;Invalid code point&quot;);if((e-=4)&lt;0)break;a.push(r&gt;&gt;18|240,r&gt;&gt;12&amp;63|128,r&gt;&gt;6&amp;63|128,63&amp;r|128)}}return a}function F(t){return n.toByteArray(function(t){if((t=(t=t.split(&quot;=&quot;)[0]).trim().replace(I,&quot;&quot;)).length&lt;2)return&quot;&quot;;for(;t.length%4!=0;)t+=&quot;=&quot;;return t}(t))}function j(t,e,r,n){for(var i=0;i&lt;n&amp;&amp;!(i+r&gt;=e.length||i&gt;=t.length);++i)e[i+r]=t[i];return i}function B(t,e){return t instanceof e||null!=t&amp;&amp;null!=t.constructor&amp;&amp;null!=t.constructor.name&amp;&amp;t.constructor.name===e.name}function U(t){return t!=t}},{&quot;base64-js&quot;:18,ieee754:253}],49:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/monotone&quot;),i=t(&quot;./lib/triangulation&quot;),a=t(&quot;./lib/delaunay&quot;),o=t(&quot;./lib/filter&quot;);function s(t){return[Math.min(t[0],t[1]),Math.max(t[0],t[1])]}function l(t,e){return t[0]-e[0]||t[1]-e[1]}function u(t,e,r){return e in t?t[e]:r}e.exports=function(t,e,r){Array.isArray(e)?(r=r||{},e=e||[]):(r=e||{},e=[]);var c=!!u(r,&quot;delaunay&quot;,!0),f=!!u(r,&quot;interior&quot;,!0),h=!!u(r,&quot;exterior&quot;,!0),d=!!u(r,&quot;infinity&quot;,!1);if(!f&amp;&amp;!h||0===t.length)return[];var p=n(t,e);if(c||f!==h||d){for(var g=i(t.length,function(t){return t.map(s).sort(l)}(e)),v=0;v&lt;p.length;++v){var m=p[v];g.addTriangle(m[0],m[1],m[2])}return c&amp;&amp;a(t,g),h?f?d?o(g,0,d):g.cells():o(g,1,d):o(g,-1)}return p}},{&quot;./lib/delaunay&quot;:50,&quot;./lib/filter&quot;:51,&quot;./lib/monotone&quot;:52,&quot;./lib/triangulation&quot;:53}],50:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-in-sphere&quot;)[4];t(&quot;binary-search-bounds&quot;);function i(t,e,r,i,a,o){var s=e.opposite(i,a);if(!(s&lt;0)){if(a&lt;i){var l=i;i=a,a=l,l=o,o=s,s=l}e.isConstraint(i,a)||n(t[i],t[a],t[o],t[s])&lt;0&amp;&amp;r.push(i,a)}}e.exports=function(t,e){for(var r=[],a=t.length,o=e.stars,s=0;s&lt;a;++s)for(var l=o[s],u=1;u&lt;l.length;u+=2){var c=l[u];if(!(c&lt;s)&amp;&amp;!e.isConstraint(s,c)){for(var f=l[u-1],h=-1,d=1;d&lt;l.length;d+=2)if(l[d-1]===c){h=l[d];break}h&lt;0||n(t[s],t[c],t[f],t[h])&lt;0&amp;&amp;r.push(s,c)}}for(;r.length&gt;0;){for(var c=r.pop(),s=r.pop(),f=-1,h=-1,l=o[s],p=1;p&lt;l.length;p+=2){var g=l[p-1],v=l[p];g===c?h=v:v===c&amp;&amp;(f=g)}f&lt;0||h&lt;0||(n(t[s],t[c],t[f],t[h])&gt;=0||(e.flip(s,c),i(t,e,r,f,s,h),i(t,e,r,s,h,f),i(t,e,r,h,c,f),i(t,e,r,c,f,h)))}}},{&quot;binary-search-bounds&quot;:54,&quot;robust-in-sphere&quot;:320}],51:[function(t,e,r){&quot;use strict&quot;;var n,i=t(&quot;binary-search-bounds&quot;);function a(t,e,r,n,i,a,o){this.cells=t,this.neighbor=e,this.flags=n,this.constraint=r,this.active=i,this.next=a,this.boundary=o}function o(t,e){return t[0]-e[0]||t[1]-e[1]||t[2]-e[2]}e.exports=function(t,e,r){var n=function(t,e){for(var r=t.cells(),n=r.length,i=0;i&lt;n;++i){var s=r[i],l=s[0],u=s[1],c=s[2];u&lt;c?u&lt;l&amp;&amp;(s[0]=u,s[1]=c,s[2]=l):c&lt;l&amp;&amp;(s[0]=c,s[1]=l,s[2]=u)}r.sort(o);for(var f=new Array(n),i=0;i&lt;f.length;++i)f[i]=0;var h=[],d=[],p=new Array(3*n),g=new Array(3*n),v=null;e&amp;&amp;(v=[]);for(var m=new a(r,p,g,f,h,d,v),i=0;i&lt;n;++i)for(var s=r[i],y=0;y&lt;3;++y){var l=s[y],u=s[(y+1)%3],b=p[3*i+y]=m.locate(u,l,t.opposite(u,l)),x=g[3*i+y]=t.isConstraint(l,u);b&lt;0&amp;&amp;(x?d.push(i):(h.push(i),f[i]=1),e&amp;&amp;v.push([u,l,-1]))}return m}(t,r);if(0===e)return r?n.cells.concat(n.boundary):n.cells;var i=1,s=n.active,l=n.next,u=n.flags,c=n.cells,f=n.constraint,h=n.neighbor;for(;s.length&gt;0||l.length&gt;0;){for(;s.length&gt;0;){var d=s.pop();if(u[d]!==-i){u[d]=i;c[d];for(var p=0;p&lt;3;++p){var g=h[3*d+p];g&gt;=0&amp;&amp;0===u[g]&amp;&amp;(f[3*d+p]?l.push(g):(s.push(g),u[g]=i))}}}var v=l;l=s,s=v,l.length=0,i=-i}var m=function(t,e,r){for(var n=0,i=0;i&lt;t.length;++i)e[i]===r&amp;&amp;(t[n++]=t[i]);return t.length=n,t}(c,u,e);if(r)return m.concat(n.boundary);return m},a.prototype.locate=(n=[0,0,0],function(t,e,r){var a=t,s=e,l=r;return e&lt;r?e&lt;t&amp;&amp;(a=e,s=r,l=t):r&lt;t&amp;&amp;(a=r,s=t,l=e),a&lt;0?-1:(n[0]=a,n[1]=s,n[2]=l,i.eq(this.cells,n,o))})},{&quot;binary-search-bounds&quot;:54}],52:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;),i=t(&quot;robust-orientation&quot;)[3],a=0,o=1,s=2;function l(t,e,r,n,i){this.a=t,this.b=e,this.idx=r,this.lowerIds=n,this.upperIds=i}function u(t,e,r,n){this.a=t,this.b=e,this.type=r,this.idx=n}function c(t,e){var r=t.a[0]-e.a[0]||t.a[1]-e.a[1]||t.type-e.type;return r||(t.type!==a&amp;&amp;(r=i(t.a,t.b,e.b))?r:t.idx-e.idx)}function f(t,e){return i(t.a,t.b,e)}function h(t,e,r,a,o){for(var s=n.lt(e,a,f),l=n.gt(e,a,f),u=s;u&lt;l;++u){for(var c=e[u],h=c.lowerIds,d=h.length;d&gt;1&amp;&amp;i(r[h[d-2]],r[h[d-1]],a)&gt;0;)t.push([h[d-1],h[d-2],o]),d-=1;h.length=d,h.push(o);var p=c.upperIds;for(d=p.length;d&gt;1&amp;&amp;i(r[p[d-2]],r[p[d-1]],a)&lt;0;)t.push([p[d-2],p[d-1],o]),d-=1;p.length=d,p.push(o)}}function d(t,e){var r;return(r=t.a[0]&lt;e.a[0]?i(t.a,t.b,e.a):i(e.b,e.a,t.a))?r:(r=e.b[0]&lt;t.b[0]?i(t.a,t.b,e.b):i(e.b,e.a,t.b))||t.idx-e.idx}function p(t,e,r){var i=n.le(t,r,d),a=t[i],o=a.upperIds,s=o[o.length-1];a.upperIds=[s],t.splice(i+1,0,new l(r.a,r.b,r.idx,[s],o))}function g(t,e,r){var i=r.a;r.a=r.b,r.b=i;var a=n.eq(t,r,d),o=t[a];t[a-1].upperIds=o.upperIds,t.splice(a,1)}e.exports=function(t,e){for(var r=t.length,n=e.length,i=[],f=0;f&lt;r;++f)i.push(new u(t[f],null,a,f));for(var f=0;f&lt;n;++f){var d=e[f],v=t[d[0]],m=t[d[1]];v[0]&lt;m[0]?i.push(new u(v,m,s,f),new u(m,v,o,f)):v[0]&gt;m[0]&amp;&amp;i.push(new u(m,v,s,f),new u(v,m,o,f))}i.sort(c);for(var y=i[0].a[0]-(1+Math.abs(i[0].a[0]))*Math.pow(2,-52),b=[new l([y,1],[y,0],-1,[],[],[],[])],x=[],f=0,_=i.length;f&lt;_;++f){var w=i[f],A=w.type;A===a?h(x,b,t,w.a,w.idx):A===s?p(b,t,w):g(b,t,w)}return x}},{&quot;binary-search-bounds&quot;:54,&quot;robust-orientation&quot;:322}],53:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;);function i(t,e){this.stars=t,this.edges=e}e.exports=function(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=[];return new i(r,e)};var a=i.prototype;function o(t,e,r){for(var n=1,i=t.length;n&lt;i;n+=2)if(t[n-1]===e&amp;&amp;t[n]===r)return t[n-1]=t[i-2],t[n]=t[i-1],void(t.length=i-2)}a.isConstraint=function(){var t=[0,0];function e(t,e){return t[0]-e[0]||t[1]-e[1]}return function(r,i){return t[0]=Math.min(r,i),t[1]=Math.max(r,i),n.eq(this.edges,t,e)&gt;=0}}(),a.removeTriangle=function(t,e,r){var n=this.stars;o(n[t],e,r),o(n[e],r,t),o(n[r],t,e)},a.addTriangle=function(t,e,r){var n=this.stars;n[t].push(e,r),n[e].push(r,t),n[r].push(t,e)},a.opposite=function(t,e){for(var r=this.stars[e],n=1,i=r.length;n&lt;i;n+=2)if(r[n]===t)return r[n-1];return-1},a.flip=function(t,e){var r=this.opposite(t,e),n=this.opposite(e,t);this.removeTriangle(t,e,r),this.removeTriangle(e,t,n),this.addTriangle(t,n,r),this.addTriangle(e,r,n)},a.edges=function(){for(var t=this.stars,e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0,o=i.length;a&lt;o;a+=2)e.push([i[a],i[a+1]]);return e},a.cells=function(){for(var t=this.stars,e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0,o=i.length;a&lt;o;a+=2){var s=i[a],l=i[a+1];r&lt;Math.min(s,l)&amp;&amp;e.push([r,s,l])}return e}},{&quot;binary-search-bounds&quot;:54}],54:[function(t,e,r){&quot;use strict&quot;;function n(t,e,r,n,i){var a=[&quot;function &quot;,t,&quot;(a,l,h,&quot;,n.join(&quot;,&quot;),&quot;){&quot;,i?&quot;&quot;:&quot;var i=&quot;,r?&quot;l-1&quot;:&quot;h+1&quot;,&quot;;while(l&lt;=h){var m=(l+h)&gt;&gt;&gt;1,x=a[m]&quot;];return i?e.indexOf(&quot;c&quot;)&lt;0?a.push(&quot;;if(x===y){return m}else if(x&lt;=y){&quot;):a.push(&quot;;var p=c(x,y);if(p===0){return m}else if(p&lt;=0){&quot;):a.push(&quot;;if(&quot;,e,&quot;){i=m;&quot;),r?a.push(&quot;l=m+1}else{h=m-1}&quot;):a.push(&quot;h=m-1}else{l=m+1}&quot;),a.push(&quot;}&quot;),i?a.push(&quot;return -1};&quot;):a.push(&quot;return i};&quot;),a.join(&quot;&quot;)}function i(t,e,r,i){return new Function([n(&quot;A&quot;,&quot;x&quot;+t+&quot;y&quot;,e,[&quot;y&quot;],i),n(&quot;P&quot;,&quot;c(x,y)&quot;+t+&quot;0&quot;,e,[&quot;y&quot;,&quot;c&quot;],i),&quot;function dispatchBsearch&quot;,r,&quot;(a,y,c,l,h){if(typeof(c)===&#x27;function&#x27;){return P(a,(l===void 0)?0:l|0,(h===void 0)?a.length-1:h|0,y,c)}else{return A(a,(c===void 0)?0:c|0,(l===void 0)?a.length-1:l|0,y)}}return dispatchBsearch&quot;,r].join(&quot;&quot;))()}e.exports={ge:i(&quot;&gt;=&quot;,!1,&quot;GE&quot;),gt:i(&quot;&gt;&quot;,!1,&quot;GT&quot;),lt:i(&quot;&lt;&quot;,!0,&quot;LT&quot;),le:i(&quot;&lt;=&quot;,!0,&quot;LE&quot;),eq:i(&quot;-&quot;,!0,&quot;EQ&quot;,!0)}},{}],55:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=1,r=1;r&lt;t.length;++r)for(var n=0;n&lt;r;++n)if(t[r]&lt;t[n])e=-e;else if(t[n]===t[r])return 0;return e}},{}],56:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;dup&quot;),i=t(&quot;robust-linear-solve&quot;);function a(t,e){for(var r=0,n=t.length,i=0;i&lt;n;++i)r+=t[i]*e[i];return r}function o(t){var e=t.length;if(0===e)return[];t[0].length;var r=n([t.length+1,t.length+1],1),o=n([t.length+1],1);r[e][e]=0;for(var s=0;s&lt;e;++s){for(var l=0;l&lt;=s;++l)r[l][s]=r[s][l]=2*a(t[s],t[l]);o[s]=a(t[s],t[s])}var u=i(r,o),c=0,f=u[e+1];for(s=0;s&lt;f.length;++s)c+=f[s];var h=new Array(e);for(s=0;s&lt;e;++s){f=u[s];var d=0;for(l=0;l&lt;f.length;++l)d+=f[l];h[s]=d/c}return h}function s(t){if(0===t.length)return[];for(var e=t[0].length,r=n([e]),i=o(t),a=0;a&lt;t.length;++a)for(var s=0;s&lt;e;++s)r[s]+=t[a][s]*i[a];return r}s.barycenetric=o,e.exports=s},{dup:86,&quot;robust-linear-solve&quot;:321}],57:[function(t,e,r){e.exports=function(t){for(var e=n(t),r=0,i=0;i&lt;t.length;++i)for(var a=t[i],o=0;o&lt;e.length;++o)r+=Math.pow(a[o]-e[o],2);return Math.sqrt(r/t.length)};var n=t(&quot;circumcenter&quot;)},{circumcenter:56}],58:[function(t,e,r){e.exports=function(t,e,r){return e&lt;r?t&lt;e?e:t&gt;r?r:t:t&lt;r?r:t&gt;e?e:t}},{}],59:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n;if(r){n=e;for(var i=new Array(e.length),a=0;a&lt;e.length;++a){var o=e[a];i[a]=[o[0],o[1],r[a]]}e=i}var s=function(t,e,r){var n=p(t,[],d(t));return m(e,n,r),!!n}(t,e,!!r);for(;y(t,e,!!r);)s=!0;if(r&amp;&amp;s){n.length=0,r.length=0;for(var a=0;a&lt;e.length;++a){var o=e[a];n.push([o[0],o[1]]),r.push(o[2])}}return s};var n=t(&quot;union-find&quot;),i=t(&quot;box-intersect&quot;),a=t(&quot;robust-segment-intersect&quot;),o=t(&quot;big-rat&quot;),s=t(&quot;big-rat/cmp&quot;),l=t(&quot;big-rat/to-float&quot;),u=t(&quot;rat-vec&quot;),c=t(&quot;nextafter&quot;),f=t(&quot;./lib/rat-seg-intersect&quot;);function h(t){var e=l(t);return[c(e,-1/0),c(e,1/0)]}function d(t){for(var e=new Array(t.length),r=0;r&lt;t.length;++r){var n=t[r];e[r]=[c(n[0],-1/0),c(n[1],-1/0),c(n[0],1/0),c(n[1],1/0)]}return e}function p(t,e,r){for(var a=e.length,o=new n(a),s=[],l=0;l&lt;e.length;++l){var u=e[l],f=h(u[0]),d=h(u[1]);s.push([c(f[0],-1/0),c(d[0],-1/0),c(f[1],1/0),c(d[1],1/0)])}i(s,function(t,e){o.link(t,e)});var p=!0,g=new Array(a);for(l=0;l&lt;a;++l){(m=o.find(l))!==l&amp;&amp;(p=!1,t[m]=[Math.min(t[l][0],t[m][0]),Math.min(t[l][1],t[m][1])])}if(p)return null;var v=0;for(l=0;l&lt;a;++l){var m;(m=o.find(l))===l?(g[l]=v,t[v++]=t[l]):g[l]=-1}t.length=v;for(l=0;l&lt;a;++l)g[l]&lt;0&amp;&amp;(g[l]=g[o.find(l)]);return g}function g(t,e){return t[0]-e[0]||t[1]-e[1]}function v(t,e){var r=t[0]-e[0]||t[1]-e[1];return r||(t[2]&lt;e[2]?-1:t[2]&gt;e[2]?1:0)}function m(t,e,r){if(0!==t.length){if(e)for(var n=0;n&lt;t.length;++n){var i=e[(o=t[n])[0]],a=e[o[1]];o[0]=Math.min(i,a),o[1]=Math.max(i,a)}else for(n=0;n&lt;t.length;++n){var o;i=(o=t[n])[0],a=o[1];o[0]=Math.min(i,a),o[1]=Math.max(i,a)}r?t.sort(v):t.sort(g);var s=1;for(n=1;n&lt;t.length;++n){var l=t[n-1],u=t[n];(u[0]!==l[0]||u[1]!==l[1]||r&amp;&amp;u[2]!==l[2])&amp;&amp;(t[s++]=u)}t.length=s}}function y(t,e,r){var n=function(t,e){for(var r=new Array(e.length),n=0;n&lt;e.length;++n){var i=e[n],a=t[i[0]],o=t[i[1]];r[n]=[c(Math.min(a[0],o[0]),-1/0),c(Math.min(a[1],o[1]),-1/0),c(Math.max(a[0],o[0]),1/0),c(Math.max(a[1],o[1]),1/0)]}return r}(t,e),h=function(t,e,r){var n=[];return i(r,function(r,i){var o=e[r],s=e[i];if(o[0]!==s[0]&amp;&amp;o[0]!==s[1]&amp;&amp;o[1]!==s[0]&amp;&amp;o[1]!==s[1]){var l=t[o[0]],u=t[o[1]],c=t[s[0]],f=t[s[1]];a(l,u,c,f)&amp;&amp;n.push([r,i])}}),n}(t,e,n),g=d(t),v=function(t,e,r,n){var o=[];return i(r,n,function(r,n){var i=e[r];if(i[0]!==n&amp;&amp;i[1]!==n){var s=t[n],l=t[i[0]],u=t[i[1]];a(l,u,s,s)&amp;&amp;o.push([r,n])}}),o}(t,e,n,g),y=p(t,function(t,e,r,n,i){var a,c,h=t.map(function(t){return[o(t[0]),o(t[1])]});for(a=0;a&lt;r.length;++a){var d=r[a];c=d[0];var p=d[1],g=e[c],v=e[p],m=f(u(t[g[0]]),u(t[g[1]]),u(t[v[0]]),u(t[v[1]]));if(m){var y=t.length;t.push([l(m[0]),l(m[1])]),h.push(m),n.push([c,y],[p,y])}}for(n.sort(function(t,e){if(t[0]!==e[0])return t[0]-e[0];var r=h[t[1]],n=h[e[1]];return s(r[0],n[0])||s(r[1],n[1])}),a=n.length-1;a&gt;=0;--a){var b=e[c=(E=n[a])[0]],x=b[0],_=b[1],w=t[x],A=t[_];if((w[0]-A[0]||w[1]-A[1])&lt;0){var M=x;x=_,_=M}b[0]=x;var T,k=b[1]=E[1];for(i&amp;&amp;(T=b[2]);a&gt;0&amp;&amp;n[a-1][0]===c;){var E,L=(E=n[--a])[1];i?e.push([k,L,T]):e.push([k,L]),k=L}i?e.push([k,_,T]):e.push([k,_])}return h}(t,e,h,v,r));return m(e,y,r),!!y||(h.length&gt;0||v.length&gt;0)}},{&quot;./lib/rat-seg-intersect&quot;:60,&quot;big-rat&quot;:22,&quot;big-rat/cmp&quot;:20,&quot;big-rat/to-float&quot;:34,&quot;box-intersect&quot;:39,nextafter:287,&quot;rat-vec&quot;:311,&quot;robust-segment-intersect&quot;:325,&quot;union-find&quot;:349}],60:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){var a=s(e,t),f=s(n,r),h=c(a,f);if(0===o(h))return null;var d=s(t,r),p=c(f,d),g=i(p,h),v=u(a,g);return l(t,v)};var n=t(&quot;big-rat/mul&quot;),i=t(&quot;big-rat/div&quot;),a=t(&quot;big-rat/sub&quot;),o=t(&quot;big-rat/sign&quot;),s=t(&quot;rat-vec/sub&quot;),l=t(&quot;rat-vec/add&quot;),u=t(&quot;rat-vec/muls&quot;);function c(t,e){return a(n(t[0],e[1]),n(t[1],e[0]))}},{&quot;big-rat/div&quot;:21,&quot;big-rat/mul&quot;:31,&quot;big-rat/sign&quot;:32,&quot;big-rat/sub&quot;:33,&quot;rat-vec/add&quot;:310,&quot;rat-vec/muls&quot;:312,&quot;rat-vec/sub&quot;:313}],61:[function(t,e,r){&quot;use strict&quot;;e.exports={aliceblue:[240,248,255],antiquewhite:[250,235,215],aqua:[0,255,255],aquamarine:[127,255,212],azure:[240,255,255],beige:[245,245,220],bisque:[255,228,196],black:[0,0,0],blanchedalmond:[255,235,205],blue:[0,0,255],blueviolet:[138,43,226],brown:[165,42,42],burlywood:[222,184,135],cadetblue:[95,158,160],chartreuse:[127,255,0],chocolate:[210,105,30],coral:[255,127,80],cornflowerblue:[100,149,237],cornsilk:[255,248,220],crimson:[220,20,60],cyan:[0,255,255],darkblue:[0,0,139],darkcyan:[0,139,139],darkgoldenrod:[184,134,11],darkgray:[169,169,169],darkgreen:[0,100,0],darkgrey:[169,169,169],darkkhaki:[189,183,107],darkmagenta:[139,0,139],darkolivegreen:[85,107,47],darkorange:[255,140,0],darkorchid:[153,50,204],darkred:[139,0,0],darksalmon:[233,150,122],darkseagreen:[143,188,143],darkslateblue:[72,61,139],darkslategray:[47,79,79],darkslategrey:[47,79,79],darkturquoise:[0,206,209],darkviolet:[148,0,211],deeppink:[255,20,147],deepskyblue:[0,191,255],dimgray:[105,105,105],dimgrey:[105,105,105],dodgerblue:[30,144,255],firebrick:[178,34,34],floralwhite:[255,250,240],forestgreen:[34,139,34],fuchsia:[255,0,255],gainsboro:[220,220,220],ghostwhite:[248,248,255],gold:[255,215,0],goldenrod:[218,165,32],gray:[128,128,128],green:[0,128,0],greenyellow:[173,255,47],grey:[128,128,128],honeydew:[240,255,240],hotpink:[255,105,180],indianred:[205,92,92],indigo:[75,0,130],ivory:[255,255,240],khaki:[240,230,140],lavender:[230,230,250],lavenderblush:[255,240,245],lawngreen:[124,252,0],lemonchiffon:[255,250,205],lightblue:[173,216,230],lightcoral:[240,128,128],lightcyan:[224,255,255],lightgoldenrodyellow:[250,250,210],lightgray:[211,211,211],lightgreen:[144,238,144],lightgrey:[211,211,211],lightpink:[255,182,193],lightsalmon:[255,160,122],lightseagreen:[32,178,170],lightskyblue:[135,206,250],lightslategray:[119,136,153],lightslategrey:[119,136,153],lightsteelblue:[176,196,222],lightyellow:[255,255,224],lime:[0,255,0],limegreen:[50,205,50],linen:[250,240,230],magenta:[255,0,255],maroon:[128,0,0],mediumaquamarine:[102,205,170],mediumblue:[0,0,205],mediumorchid:[186,85,211],mediumpurple:[147,112,219],mediumseagreen:[60,179,113],mediumslateblue:[123,104,238],mediumspringgreen:[0,250,154],mediumturquoise:[72,209,204],mediumvioletred:[199,21,133],midnightblue:[25,25,112],mintcream:[245,255,250],mistyrose:[255,228,225],moccasin:[255,228,181],navajowhite:[255,222,173],navy:[0,0,128],oldlace:[253,245,230],olive:[128,128,0],olivedrab:[107,142,35],orange:[255,165,0],orangered:[255,69,0],orchid:[218,112,214],palegoldenrod:[238,232,170],palegreen:[152,251,152],paleturquoise:[175,238,238],palevioletred:[219,112,147],papayawhip:[255,239,213],peachpuff:[255,218,185],peru:[205,133,63],pink:[255,192,203],plum:[221,160,221],powderblue:[176,224,230],purple:[128,0,128],rebeccapurple:[102,51,153],red:[255,0,0],rosybrown:[188,143,143],royalblue:[65,105,225],saddlebrown:[139,69,19],salmon:[250,128,114],sandybrown:[244,164,96],seagreen:[46,139,87],seashell:[255,245,238],sienna:[160,82,45],silver:[192,192,192],skyblue:[135,206,235],slateblue:[106,90,205],slategray:[112,128,144],slategrey:[112,128,144],snow:[255,250,250],springgreen:[0,255,127],steelblue:[70,130,180],tan:[210,180,140],teal:[0,128,128],thistle:[216,191,216],tomato:[255,99,71],turquoise:[64,224,208],violet:[238,130,238],wheat:[245,222,179],white:[255,255,255],whitesmoke:[245,245,245],yellow:[255,255,0],yellowgreen:[154,205,50]}},{}],62:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;color-rgba&quot;),i=t(&quot;clamp&quot;),a=t(&quot;dtype&quot;);e.exports=function(t,e){&quot;float&quot;!==e&amp;&amp;e||(e=&quot;array&quot;),&quot;uint&quot;===e&amp;&amp;(e=&quot;uint8&quot;),&quot;uint_clamped&quot;===e&amp;&amp;(e=&quot;uint8_clamped&quot;);var r=new(a(e))(4),o=&quot;uint8&quot;!==e&amp;&amp;&quot;uint8_clamped&quot;!==e;return t.length&amp;&amp;&quot;string&quot;!=typeof t||((t=n(t))[0]/=255,t[1]/=255,t[2]/=255),function(t){return t instanceof Uint8Array||t instanceof Uint8ClampedArray||!!(Array.isArray(t)&amp;&amp;(t[0]&gt;1||0===t[0])&amp;&amp;(t[1]&gt;1||0===t[1])&amp;&amp;(t[2]&gt;1||0===t[2])&amp;&amp;(!t[3]||t[3]&gt;1))}(t)?(r[0]=t[0],r[1]=t[1],r[2]=t[2],r[3]=null!=t[3]?t[3]:255,o&amp;&amp;(r[0]/=255,r[1]/=255,r[2]/=255,r[3]/=255),r):(o?(r[0]=t[0],r[1]=t[1],r[2]=t[2],r[3]=null!=t[3]?t[3]:1):(r[0]=i(Math.floor(255*t[0]),0,255),r[1]=i(Math.floor(255*t[1]),0,255),r[2]=i(Math.floor(255*t[2]),0,255),r[3]=null==t[3]?255:i(Math.floor(255*t[3]),0,255)),r)}},{clamp:58,&quot;color-rgba&quot;:64,dtype:85}],63:[function(t,e,r){(function(r){&quot;use strict&quot;;var n=t(&quot;color-name&quot;),i=t(&quot;is-plain-obj&quot;),a=t(&quot;defined&quot;);e.exports=function(t){var e,s,l=[],u=1;if(&quot;string&quot;==typeof t)if(n[t])l=n[t].slice(),s=&quot;rgb&quot;;else if(&quot;transparent&quot;===t)u=0,s=&quot;rgb&quot;,l=[0,0,0];else if(/^#[A-Fa-f0-9]+$/.test(t)){var c=t.slice(1),f=c.length,h=f&lt;=4;u=1,h?(l=[parseInt(c[0]+c[0],16),parseInt(c[1]+c[1],16),parseInt(c[2]+c[2],16)],4===f&amp;&amp;(u=parseInt(c[3]+c[3],16)/255)):(l=[parseInt(c[0]+c[1],16),parseInt(c[2]+c[3],16),parseInt(c[4]+c[5],16)],8===f&amp;&amp;(u=parseInt(c[6]+c[7],16)/255)),l[0]||(l[0]=0),l[1]||(l[1]=0),l[2]||(l[2]=0),s=&quot;rgb&quot;}else if(e=/^((?:rgb|hs[lvb]|hwb|cmyk?|xy[zy]|gray|lab|lchu?v?|[ly]uv|lms)a?)\\s*\\(([^\\)]*)\\)/.exec(t)){var d=e[1],c=d.replace(/a$/,&quot;&quot;);s=c;var f=&quot;cmyk&quot;===c?4:&quot;gray&quot;===c?1:3;l=e[2].trim().split(/\\s*,\\s*/).map(function(t,e){if(/%$/.test(t))return e===f?parseFloat(t)/100:&quot;rgb&quot;===c?255*parseFloat(t)/100:parseFloat(t);if(&quot;h&quot;===c[e]){if(/deg$/.test(t))return parseFloat(t);if(void 0!==o[t])return o[t]}return parseFloat(t)}),d===c&amp;&amp;l.push(1),u=void 0===l[f]?1:l[f],l=l.slice(0,f)}else t.length&gt;10&amp;&amp;/[0-9](?:\\s|\\/)/.test(t)&amp;&amp;(l=t.match(/([0-9]+)/g).map(function(t){return parseFloat(t)}),s=t.match(/([a-z])/gi).join(&quot;&quot;).toLowerCase());else if(isNaN(t))if(i(t)){var p=a(t.r,t.red,t.R,null);null!==p?(s=&quot;rgb&quot;,l=[p,a(t.g,t.green,t.G),a(t.b,t.blue,t.B)]):(s=&quot;hsl&quot;,l=[a(t.h,t.hue,t.H),a(t.s,t.saturation,t.S),a(t.l,t.lightness,t.L,t.b,t.brightness)]),u=a(t.a,t.alpha,t.opacity,1),null!=t.opacity&amp;&amp;(u/=100)}else(Array.isArray(t)||r.ArrayBuffer&amp;&amp;ArrayBuffer.isView&amp;&amp;ArrayBuffer.isView(t))&amp;&amp;(l=[t[0],t[1],t[2]],s=&quot;rgb&quot;,u=4===t.length?t[3]:1);else s=&quot;rgb&quot;,l=[t&gt;&gt;&gt;16,(65280&amp;t)&gt;&gt;&gt;8,255&amp;t];return{space:s,values:l,alpha:u}};var o={red:0,orange:60,yellow:120,green:180,blue:240,purple:300}}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{&quot;color-name&quot;:61,defined:82,&quot;is-plain-obj&quot;:261}],64:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;color-parse&quot;),i=t(&quot;color-space/hsl&quot;),a=t(&quot;clamp&quot;);e.exports=function(t){var e,r=n(t);return r.space?((e=Array(3))[0]=a(r.values[0],0,255),e[1]=a(r.values[1],0,255),e[2]=a(r.values[2],0,255),&quot;h&quot;===r.space[0]&amp;&amp;(e=i.rgb(e)),e.push(a(r.alpha,0,1)),e):[]}},{clamp:58,&quot;color-parse&quot;:63,&quot;color-space/hsl&quot;:65}],65:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./rgb&quot;);e.exports={name:&quot;hsl&quot;,min:[0,0,0],max:[360,100,100],channel:[&quot;hue&quot;,&quot;saturation&quot;,&quot;lightness&quot;],alias:[&quot;HSL&quot;],rgb:function(t){var e,r,n,i,a,o=t[0]/360,s=t[1]/100,l=t[2]/100;if(0===s)return[a=255*l,a,a];e=2*l-(r=l&lt;.5?l*(1+s):l+s-l*s),i=[0,0,0];for(var u=0;u&lt;3;u++)(n=o+1/3*-(u-1))&lt;0?n++:n&gt;1&amp;&amp;n--,a=6*n&lt;1?e+6*(r-e)*n:2*n&lt;1?r:3*n&lt;2?e+(r-e)*(2/3-n)*6:e,i[u]=255*a;return i}},n.hsl=function(t){var e,r,n=t[0]/255,i=t[1]/255,a=t[2]/255,o=Math.min(n,i,a),s=Math.max(n,i,a),l=s-o;return s===o?e=0:n===s?e=(i-a)/l:i===s?e=2+(a-n)/l:a===s&amp;&amp;(e=4+(n-i)/l),(e=Math.min(60*e,360))&lt;0&amp;&amp;(e+=360),r=(o+s)/2,[e,100*(s===o?0:r&lt;=.5?l/(s+o):l/(2-s-o)),100*r]}},{&quot;./rgb&quot;:66}],66:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;rgb&quot;,min:[0,0,0],max:[255,255,255],channel:[&quot;red&quot;,&quot;green&quot;,&quot;blue&quot;],alias:[&quot;RGB&quot;]}},{}],67:[function(t,e,r){e.exports={jet:[{index:0,rgb:[0,0,131]},{index:.125,rgb:[0,60,170]},{index:.375,rgb:[5,255,255]},{index:.625,rgb:[255,255,0]},{index:.875,rgb:[250,0,0]},{index:1,rgb:[128,0,0]}],hsv:[{index:0,rgb:[255,0,0]},{index:.169,rgb:[253,255,2]},{index:.173,rgb:[247,255,2]},{index:.337,rgb:[0,252,4]},{index:.341,rgb:[0,252,10]},{index:.506,rgb:[1,249,255]},{index:.671,rgb:[2,0,253]},{index:.675,rgb:[8,0,253]},{index:.839,rgb:[255,0,251]},{index:.843,rgb:[255,0,245]},{index:1,rgb:[255,0,6]}],hot:[{index:0,rgb:[0,0,0]},{index:.3,rgb:[230,0,0]},{index:.6,rgb:[255,210,0]},{index:1,rgb:[255,255,255]}],cool:[{index:0,rgb:[0,255,255]},{index:1,rgb:[255,0,255]}],spring:[{index:0,rgb:[255,0,255]},{index:1,rgb:[255,255,0]}],summer:[{index:0,rgb:[0,128,102]},{index:1,rgb:[255,255,102]}],autumn:[{index:0,rgb:[255,0,0]},{index:1,rgb:[255,255,0]}],winter:[{index:0,rgb:[0,0,255]},{index:1,rgb:[0,255,128]}],bone:[{index:0,rgb:[0,0,0]},{index:.376,rgb:[84,84,116]},{index:.753,rgb:[169,200,200]},{index:1,rgb:[255,255,255]}],copper:[{index:0,rgb:[0,0,0]},{index:.804,rgb:[255,160,102]},{index:1,rgb:[255,199,127]}],greys:[{index:0,rgb:[0,0,0]},{index:1,rgb:[255,255,255]}],yignbu:[{index:0,rgb:[8,29,88]},{index:.125,rgb:[37,52,148]},{index:.25,rgb:[34,94,168]},{index:.375,rgb:[29,145,192]},{index:.5,rgb:[65,182,196]},{index:.625,rgb:[127,205,187]},{index:.75,rgb:[199,233,180]},{index:.875,rgb:[237,248,217]},{index:1,rgb:[255,255,217]}],greens:[{index:0,rgb:[0,68,27]},{index:.125,rgb:[0,109,44]},{index:.25,rgb:[35,139,69]},{index:.375,rgb:[65,171,93]},{index:.5,rgb:[116,196,118]},{index:.625,rgb:[161,217,155]},{index:.75,rgb:[199,233,192]},{index:.875,rgb:[229,245,224]},{index:1,rgb:[247,252,245]}],yiorrd:[{index:0,rgb:[128,0,38]},{index:.125,rgb:[189,0,38]},{index:.25,rgb:[227,26,28]},{index:.375,rgb:[252,78,42]},{index:.5,rgb:[253,141,60]},{index:.625,rgb:[254,178,76]},{index:.75,rgb:[254,217,118]},{index:.875,rgb:[255,237,160]},{index:1,rgb:[255,255,204]}],bluered:[{index:0,rgb:[0,0,255]},{index:1,rgb:[255,0,0]}],rdbu:[{index:0,rgb:[5,10,172]},{index:.35,rgb:[106,137,247]},{index:.5,rgb:[190,190,190]},{index:.6,rgb:[220,170,132]},{index:.7,rgb:[230,145,90]},{index:1,rgb:[178,10,28]}],picnic:[{index:0,rgb:[0,0,255]},{index:.1,rgb:[51,153,255]},{index:.2,rgb:[102,204,255]},{index:.3,rgb:[153,204,255]},{index:.4,rgb:[204,204,255]},{index:.5,rgb:[255,255,255]},{index:.6,rgb:[255,204,255]},{index:.7,rgb:[255,153,255]},{index:.8,rgb:[255,102,204]},{index:.9,rgb:[255,102,102]},{index:1,rgb:[255,0,0]}],rainbow:[{index:0,rgb:[150,0,90]},{index:.125,rgb:[0,0,200]},{index:.25,rgb:[0,25,255]},{index:.375,rgb:[0,152,255]},{index:.5,rgb:[44,255,150]},{index:.625,rgb:[151,255,0]},{index:.75,rgb:[255,234,0]},{index:.875,rgb:[255,111,0]},{index:1,rgb:[255,0,0]}],portland:[{index:0,rgb:[12,51,131]},{index:.25,rgb:[10,136,186]},{index:.5,rgb:[242,211,56]},{index:.75,rgb:[242,143,56]},{index:1,rgb:[217,30,30]}],blackbody:[{index:0,rgb:[0,0,0]},{index:.2,rgb:[230,0,0]},{index:.4,rgb:[230,210,0]},{index:.7,rgb:[255,255,255]},{index:1,rgb:[160,200,255]}],earth:[{index:0,rgb:[0,0,130]},{index:.1,rgb:[0,180,180]},{index:.2,rgb:[40,210,40]},{index:.4,rgb:[230,230,50]},{index:.6,rgb:[120,70,20]},{index:1,rgb:[255,255,255]}],electric:[{index:0,rgb:[0,0,0]},{index:.15,rgb:[30,0,100]},{index:.4,rgb:[120,0,100]},{index:.6,rgb:[160,90,0]},{index:.8,rgb:[230,200,0]},{index:1,rgb:[255,250,220]}],alpha:[{index:0,rgb:[255,255,255,0]},{index:1,rgb:[255,255,255,1]}],viridis:[{index:0,rgb:[68,1,84]},{index:.13,rgb:[71,44,122]},{index:.25,rgb:[59,81,139]},{index:.38,rgb:[44,113,142]},{index:.5,rgb:[33,144,141]},{index:.63,rgb:[39,173,129]},{index:.75,rgb:[92,200,99]},{index:.88,rgb:[170,220,50]},{index:1,rgb:[253,231,37]}],inferno:[{index:0,rgb:[0,0,4]},{index:.13,rgb:[31,12,72]},{index:.25,rgb:[85,15,109]},{index:.38,rgb:[136,34,106]},{index:.5,rgb:[186,54,85]},{index:.63,rgb:[227,89,51]},{index:.75,rgb:[249,140,10]},{index:.88,rgb:[249,201,50]},{index:1,rgb:[252,255,164]}],magma:[{index:0,rgb:[0,0,4]},{index:.13,rgb:[28,16,68]},{index:.25,rgb:[79,18,123]},{index:.38,rgb:[129,37,129]},{index:.5,rgb:[181,54,122]},{index:.63,rgb:[229,80,100]},{index:.75,rgb:[251,135,97]},{index:.88,rgb:[254,194,135]},{index:1,rgb:[252,253,191]}],plasma:[{index:0,rgb:[13,8,135]},{index:.13,rgb:[75,3,161]},{index:.25,rgb:[125,3,168]},{index:.38,rgb:[168,34,150]},{index:.5,rgb:[203,70,121]},{index:.63,rgb:[229,107,93]},{index:.75,rgb:[248,148,65]},{index:.88,rgb:[253,195,40]},{index:1,rgb:[240,249,33]}],warm:[{index:0,rgb:[125,0,179]},{index:.13,rgb:[172,0,187]},{index:.25,rgb:[219,0,170]},{index:.38,rgb:[255,0,130]},{index:.5,rgb:[255,63,74]},{index:.63,rgb:[255,123,0]},{index:.75,rgb:[234,176,0]},{index:.88,rgb:[190,228,0]},{index:1,rgb:[147,255,0]}],cool:[{index:0,rgb:[125,0,179]},{index:.13,rgb:[116,0,218]},{index:.25,rgb:[98,74,237]},{index:.38,rgb:[68,146,231]},{index:.5,rgb:[0,204,197]},{index:.63,rgb:[0,247,146]},{index:.75,rgb:[0,255,88]},{index:.88,rgb:[40,255,8]},{index:1,rgb:[147,255,0]}],&quot;rainbow-soft&quot;:[{index:0,rgb:[125,0,179]},{index:.1,rgb:[199,0,180]},{index:.2,rgb:[255,0,121]},{index:.3,rgb:[255,108,0]},{index:.4,rgb:[222,194,0]},{index:.5,rgb:[150,255,0]},{index:.6,rgb:[0,255,55]},{index:.7,rgb:[0,246,150]},{index:.8,rgb:[50,167,222]},{index:.9,rgb:[103,51,235]},{index:1,rgb:[124,0,186]}],bathymetry:[{index:0,rgb:[40,26,44]},{index:.13,rgb:[59,49,90]},{index:.25,rgb:[64,76,139]},{index:.38,rgb:[63,110,151]},{index:.5,rgb:[72,142,158]},{index:.63,rgb:[85,174,163]},{index:.75,rgb:[120,206,163]},{index:.88,rgb:[187,230,172]},{index:1,rgb:[253,254,204]}],cdom:[{index:0,rgb:[47,15,62]},{index:.13,rgb:[87,23,86]},{index:.25,rgb:[130,28,99]},{index:.38,rgb:[171,41,96]},{index:.5,rgb:[206,67,86]},{index:.63,rgb:[230,106,84]},{index:.75,rgb:[242,149,103]},{index:.88,rgb:[249,193,135]},{index:1,rgb:[254,237,176]}],chlorophyll:[{index:0,rgb:[18,36,20]},{index:.13,rgb:[25,63,41]},{index:.25,rgb:[24,91,59]},{index:.38,rgb:[13,119,72]},{index:.5,rgb:[18,148,80]},{index:.63,rgb:[80,173,89]},{index:.75,rgb:[132,196,122]},{index:.88,rgb:[175,221,162]},{index:1,rgb:[215,249,208]}],density:[{index:0,rgb:[54,14,36]},{index:.13,rgb:[89,23,80]},{index:.25,rgb:[110,45,132]},{index:.38,rgb:[120,77,178]},{index:.5,rgb:[120,113,213]},{index:.63,rgb:[115,151,228]},{index:.75,rgb:[134,185,227]},{index:.88,rgb:[177,214,227]},{index:1,rgb:[230,241,241]}],&quot;freesurface-blue&quot;:[{index:0,rgb:[30,4,110]},{index:.13,rgb:[47,14,176]},{index:.25,rgb:[41,45,236]},{index:.38,rgb:[25,99,212]},{index:.5,rgb:[68,131,200]},{index:.63,rgb:[114,156,197]},{index:.75,rgb:[157,181,203]},{index:.88,rgb:[200,208,216]},{index:1,rgb:[241,237,236]}],&quot;freesurface-red&quot;:[{index:0,rgb:[60,9,18]},{index:.13,rgb:[100,17,27]},{index:.25,rgb:[142,20,29]},{index:.38,rgb:[177,43,27]},{index:.5,rgb:[192,87,63]},{index:.63,rgb:[205,125,105]},{index:.75,rgb:[216,162,148]},{index:.88,rgb:[227,199,193]},{index:1,rgb:[241,237,236]}],oxygen:[{index:0,rgb:[64,5,5]},{index:.13,rgb:[106,6,15]},{index:.25,rgb:[144,26,7]},{index:.38,rgb:[168,64,3]},{index:.5,rgb:[188,100,4]},{index:.63,rgb:[206,136,11]},{index:.75,rgb:[220,174,25]},{index:.88,rgb:[231,215,44]},{index:1,rgb:[248,254,105]}],par:[{index:0,rgb:[51,20,24]},{index:.13,rgb:[90,32,35]},{index:.25,rgb:[129,44,34]},{index:.38,rgb:[159,68,25]},{index:.5,rgb:[182,99,19]},{index:.63,rgb:[199,134,22]},{index:.75,rgb:[212,171,35]},{index:.88,rgb:[221,210,54]},{index:1,rgb:[225,253,75]}],phase:[{index:0,rgb:[145,105,18]},{index:.13,rgb:[184,71,38]},{index:.25,rgb:[186,58,115]},{index:.38,rgb:[160,71,185]},{index:.5,rgb:[110,97,218]},{index:.63,rgb:[50,123,164]},{index:.75,rgb:[31,131,110]},{index:.88,rgb:[77,129,34]},{index:1,rgb:[145,105,18]}],salinity:[{index:0,rgb:[42,24,108]},{index:.13,rgb:[33,50,162]},{index:.25,rgb:[15,90,145]},{index:.38,rgb:[40,118,137]},{index:.5,rgb:[59,146,135]},{index:.63,rgb:[79,175,126]},{index:.75,rgb:[120,203,104]},{index:.88,rgb:[193,221,100]},{index:1,rgb:[253,239,154]}],temperature:[{index:0,rgb:[4,35,51]},{index:.13,rgb:[23,51,122]},{index:.25,rgb:[85,59,157]},{index:.38,rgb:[129,79,143]},{index:.5,rgb:[175,95,130]},{index:.63,rgb:[222,112,101]},{index:.75,rgb:[249,146,66]},{index:.88,rgb:[249,196,65]},{index:1,rgb:[232,250,91]}],turbidity:[{index:0,rgb:[34,31,27]},{index:.13,rgb:[65,50,41]},{index:.25,rgb:[98,69,52]},{index:.38,rgb:[131,89,57]},{index:.5,rgb:[161,112,59]},{index:.63,rgb:[185,140,66]},{index:.75,rgb:[202,174,88]},{index:.88,rgb:[216,209,126]},{index:1,rgb:[233,246,171]}],&quot;velocity-blue&quot;:[{index:0,rgb:[17,32,64]},{index:.13,rgb:[35,52,116]},{index:.25,rgb:[29,81,156]},{index:.38,rgb:[31,113,162]},{index:.5,rgb:[50,144,169]},{index:.63,rgb:[87,173,176]},{index:.75,rgb:[149,196,189]},{index:.88,rgb:[203,221,211]},{index:1,rgb:[254,251,230]}],&quot;velocity-green&quot;:[{index:0,rgb:[23,35,19]},{index:.13,rgb:[24,64,38]},{index:.25,rgb:[11,95,45]},{index:.38,rgb:[39,123,35]},{index:.5,rgb:[95,146,12]},{index:.63,rgb:[152,165,18]},{index:.75,rgb:[201,186,69]},{index:.88,rgb:[233,216,137]},{index:1,rgb:[255,253,205]}],cubehelix:[{index:0,rgb:[0,0,0]},{index:.07,rgb:[22,5,59]},{index:.13,rgb:[60,4,105]},{index:.2,rgb:[109,1,135]},{index:.27,rgb:[161,0,147]},{index:.33,rgb:[210,2,142]},{index:.4,rgb:[251,11,123]},{index:.47,rgb:[255,29,97]},{index:.53,rgb:[255,54,69]},{index:.6,rgb:[255,85,46]},{index:.67,rgb:[255,120,34]},{index:.73,rgb:[255,157,37]},{index:.8,rgb:[241,191,57]},{index:.87,rgb:[224,220,93]},{index:.93,rgb:[218,241,142]},{index:1,rgb:[227,253,198]}]}},{}],68:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./colorScale&quot;),i=t(&quot;lerp&quot;);function a(t){return[t[0]/255,t[1]/255,t[2]/255,t[3]]}function o(t){for(var e,r=&quot;#&quot;,n=0;n&lt;3;++n)r+=(&quot;00&quot;+(e=(e=t[n]).toString(16))).substr(e.length);return r}function s(t){return&quot;rgba(&quot;+t.join(&quot;,&quot;)+&quot;)&quot;}e.exports=function(t){var e,r,l,u,c,f,h,d,p,g;t||(t={});d=(t.nshades||72)-1,h=t.format||&quot;hex&quot;,(f=t.colormap)||(f=&quot;jet&quot;);if(&quot;string&quot;==typeof f){if(f=f.toLowerCase(),!n[f])throw Error(f+&quot; not a supported colorscale&quot;);c=n[f]}else{if(!Array.isArray(f))throw Error(&quot;unsupported colormap option&quot;,f);c=f.slice()}if(c.length&gt;d+1)throw new Error(f+&quot; map requires nshades to be at least size &quot;+c.length);p=Array.isArray(t.alpha)?2!==t.alpha.length?[1,1]:t.alpha.slice():&quot;number&quot;==typeof t.alpha?[t.alpha,t.alpha]:[1,1];e=c.map(function(t){return Math.round(t.index*d)}),p[0]=Math.min(Math.max(p[0],0),1),p[1]=Math.min(Math.max(p[1],0),1);var v=c.map(function(t,e){var r=c[e].index,n=c[e].rgb.slice();return 4===n.length&amp;&amp;n[3]&gt;=0&amp;&amp;n[3]&lt;=1?n:(n[3]=p[0]+(p[1]-p[0])*r,n)}),m=[];for(g=0;g&lt;e.length-1;++g){u=e[g+1]-e[g],r=v[g],l=v[g+1];for(var y=0;y&lt;u;y++){var b=y/u;m.push([Math.round(i(r[0],l[0],b)),Math.round(i(r[1],l[1],b)),Math.round(i(r[2],l[2],b)),i(r[3],l[3],b)])}}m.push(c[c.length-1].rgb.concat(p[1])),&quot;hex&quot;===h?m=m.map(o):&quot;rgbaString&quot;===h?m=m.map(s):&quot;float&quot;===h&amp;&amp;(m=m.map(a));return m}},{&quot;./colorScale&quot;:67,lerp:263}],69:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a){var o=n(e,r,a);if(0===o){var s=i(n(t,e,r)),u=i(n(t,e,a));if(s===u){if(0===s){var c=l(t,e,r),f=l(t,e,a);return c===f?0:c?1:-1}return 0}return 0===u?s&gt;0?-1:l(t,e,a)?-1:1:0===s?u&gt;0?1:l(t,e,r)?1:-1:i(u-s)}var h=n(t,e,r);if(h&gt;0)return o&gt;0&amp;&amp;n(t,e,a)&gt;0?1:-1;if(h&lt;0)return o&gt;0||n(t,e,a)&gt;0?1:-1;var d=n(t,e,a);return d&gt;0?1:l(t,e,r)?1:-1};var n=t(&quot;robust-orientation&quot;),i=t(&quot;signum&quot;),a=t(&quot;two-sum&quot;),o=t(&quot;robust-product&quot;),s=t(&quot;robust-sum&quot;);function l(t,e,r){var n=a(t[0],-e[0]),i=a(t[1],-e[1]),l=a(r[0],-e[0]),u=a(r[1],-e[1]),c=s(o(n,l),o(i,u));return c[c.length-1]&gt;=0}},{&quot;robust-orientation&quot;:322,&quot;robust-product&quot;:323,&quot;robust-sum&quot;:327,signum:328,&quot;two-sum&quot;:347}],70:[function(t,e,r){e.exports=function(t,e){var r=t.length,a=t.length-e.length;if(a)return a;switch(r){case 0:return 0;case 1:return t[0]-e[0];case 2:return t[0]+t[1]-e[0]-e[1]||n(t[0],t[1])-n(e[0],e[1]);case 3:var o=t[0]+t[1],s=e[0]+e[1];if(a=o+t[2]-(s+e[2]))return a;var l=n(t[0],t[1]),u=n(e[0],e[1]);return n(l,t[2])-n(u,e[2])||n(l+t[2],o)-n(u+e[2],s);case 4:var c=t[0],f=t[1],h=t[2],d=t[3],p=e[0],g=e[1],v=e[2],m=e[3];return c+f+h+d-(p+g+v+m)||n(c,f,h,d)-n(p,g,v,m,p)||n(c+f,c+h,c+d,f+h,f+d,h+d)-n(p+g,p+v,p+m,g+v,g+m,v+m)||n(c+f+h,c+f+d,c+h+d,f+h+d)-n(p+g+v,p+g+m,p+v+m,g+v+m);default:for(var y=t.slice().sort(i),b=e.slice().sort(i),x=0;x&lt;r;++x)if(a=y[x]-b[x])return a;return 0}};var n=Math.min;function i(t,e){return t-e}},{}],71:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;compare-cell&quot;),i=t(&quot;cell-orientation&quot;);e.exports=function(t,e){return n(t,e)||i(t)-i(e)}},{&quot;cell-orientation&quot;:55,&quot;compare-cell&quot;:70}],72:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/ch1d&quot;),i=t(&quot;./lib/ch2d&quot;),a=t(&quot;./lib/chnd&quot;);e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[[0]];var r=t[0].length;if(0===r)return[];if(1===r)return n(t);if(2===r)return i(t);return a(t,r)}},{&quot;./lib/ch1d&quot;:73,&quot;./lib/ch2d&quot;:74,&quot;./lib/chnd&quot;:75}],73:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=0,r=0,n=1;n&lt;t.length;++n)t[n][0]&lt;t[e][0]&amp;&amp;(e=n),t[n][0]&gt;t[r][0]&amp;&amp;(r=n);return e&lt;r?[[e],[r]]:e&gt;r?[[r],[e]]:[[e]]}},{}],74:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=n(t),r=e.length;if(r&lt;=2)return[];for(var i=new Array(r),a=e[r-1],o=0;o&lt;r;++o){var s=e[o];i[o]=[a,s],a=s}return i};var n=t(&quot;monotone-convex-hull-2d&quot;)},{&quot;monotone-convex-hull-2d&quot;:270}],75:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){try{return n(t,!0)}catch(s){var r=i(t);if(r.length&lt;=e)return[];var a=function(t,e){for(var r=t.length,n=new Array(r),i=0;i&lt;e.length;++i)n[i]=t[e[i]];for(var a=e.length,i=0;i&lt;r;++i)e.indexOf(i)&lt;0&amp;&amp;(n[a++]=t[i]);return n}(t,r),o=n(a,!0);return function(t,e){for(var r=t.length,n=e.length,i=0;i&lt;r;++i)for(var a=t[i],o=0;o&lt;a.length;++o){var s=a[o];if(s&lt;n)a[o]=e[s];else{s-=n;for(var l=0;l&lt;n;++l)s&gt;=e[l]&amp;&amp;(s+=1);a[o]=s}}return t}(o,r)}};var n=t(&quot;incremental-convex-hull&quot;),i=t(&quot;affine-hull&quot;)},{&quot;affine-hull&quot;:13,&quot;incremental-convex-hull&quot;:254}],76:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i,a){var o=i-1,s=i*i,l=o*o,u=(1+2*i)*l,c=i*l,f=s*(3-2*i),h=s*o;if(t.length){a||(a=new Array(t.length));for(var d=t.length-1;d&gt;=0;--d)a[d]=u*t[d]+c*e[d]+f*r[d]+h*n[d];return a}return u*t+c*e+f*r+h*n},e.exports.derivative=function(t,e,r,n,i,a){var o=6*i*i-6*i,s=3*i*i-4*i+1,l=-6*i*i+6*i,u=3*i*i-2*i;if(t.length){a||(a=new Array(t.length));for(var c=t.length-1;c&gt;=0;--c)a[c]=o*t[c]+s*e[c]+l*r[c]+u*n[c];return a}return o*t+s*e+l*r[c]+u*n}},{}],77:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/thunk.js&quot;);function i(){this.argTypes=[],this.shimArgs=[],this.arrayArgs=[],this.arrayBlockIndices=[],this.scalarArgs=[],this.offsetArgs=[],this.offsetArgIndex=[],this.indexArgs=[],this.shapeArgs=[],this.funcName=&quot;&quot;,this.pre=null,this.body=null,this.post=null,this.debug=!1}e.exports=function(t){var e=new i;e.pre=t.pre,e.body=t.body,e.post=t.post;var r=t.args.slice(0);e.argTypes=r;for(var a=0;a&lt;r.length;++a){var o=r[a];if(&quot;array&quot;===o||&quot;object&quot;==typeof o&amp;&amp;o.blockIndices){if(e.argTypes[a]=&quot;array&quot;,e.arrayArgs.push(a),e.arrayBlockIndices.push(o.blockIndices?o.blockIndices:0),e.shimArgs.push(&quot;array&quot;+a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].count&gt;0)throw new Error(&quot;cwise: pre() block may not reference array args&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].count&gt;0)throw new Error(&quot;cwise: post() block may not reference array args&quot;)}else if(&quot;scalar&quot;===o)e.scalarArgs.push(a),e.shimArgs.push(&quot;scalar&quot;+a);else if(&quot;index&quot;===o){if(e.indexArgs.push(a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].count&gt;0)throw new Error(&quot;cwise: pre() block may not reference array index&quot;);if(a&lt;e.body.args.length&amp;&amp;e.body.args[a].lvalue)throw new Error(&quot;cwise: body() block may not write to array index&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].count&gt;0)throw new Error(&quot;cwise: post() block may not reference array index&quot;)}else if(&quot;shape&quot;===o){if(e.shapeArgs.push(a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].lvalue)throw new Error(&quot;cwise: pre() block may not write to array shape&quot;);if(a&lt;e.body.args.length&amp;&amp;e.body.args[a].lvalue)throw new Error(&quot;cwise: body() block may not write to array shape&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].lvalue)throw new Error(&quot;cwise: post() block may not write to array shape&quot;)}else{if(&quot;object&quot;!=typeof o||!o.offset)throw new Error(&quot;cwise: Unknown argument type &quot;+r[a]);e.argTypes[a]=&quot;offset&quot;,e.offsetArgs.push({array:o.array,offset:o.offset}),e.offsetArgIndex.push(a)}}if(e.arrayArgs.length&lt;=0)throw new Error(&quot;cwise: No array arguments specified&quot;);if(e.pre.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in pre() block&quot;);if(e.body.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in body() block&quot;);if(e.post.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in post() block&quot;);return e.debug=!!t.printCode||!!t.debug,e.funcName=t.funcName||&quot;cwise&quot;,e.blockSize=t.blockSize||64,n(e)}},{&quot;./lib/thunk.js&quot;:79}],78:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;uniq&quot;);function i(t,e,r){var n,i,a=t.length,o=e.arrayArgs.length,s=e.indexArgs.length&gt;0,l=[],u=[],c=0,f=0;for(n=0;n&lt;a;++n)u.push([&quot;i&quot;,n,&quot;=0&quot;].join(&quot;&quot;));for(i=0;i&lt;o;++i)for(n=0;n&lt;a;++n)f=c,c=t[n],0===n?u.push([&quot;d&quot;,i,&quot;s&quot;,n,&quot;=t&quot;,i,&quot;p&quot;,c].join(&quot;&quot;)):u.push([&quot;d&quot;,i,&quot;s&quot;,n,&quot;=(t&quot;,i,&quot;p&quot;,c,&quot;-s&quot;,f,&quot;*t&quot;,i,&quot;p&quot;,f,&quot;)&quot;].join(&quot;&quot;));for(u.length&gt;0&amp;&amp;l.push(&quot;var &quot;+u.join(&quot;,&quot;)),n=a-1;n&gt;=0;--n)c=t[n],l.push([&quot;for(i&quot;,n,&quot;=0;i&quot;,n,&quot;&lt;s&quot;,c,&quot;;++i&quot;,n,&quot;){&quot;].join(&quot;&quot;));for(l.push(r),n=0;n&lt;a;++n){for(f=c,c=t[n],i=0;i&lt;o;++i)l.push([&quot;p&quot;,i,&quot;+=d&quot;,i,&quot;s&quot;,n].join(&quot;&quot;));s&amp;&amp;(n&gt;0&amp;&amp;l.push([&quot;index[&quot;,f,&quot;]-=s&quot;,f].join(&quot;&quot;)),l.push([&quot;++index[&quot;,c,&quot;]&quot;].join(&quot;&quot;))),l.push(&quot;}&quot;)}return l.join(&quot;\\n&quot;)}function a(t,e,r){for(var n=t.body,i=[],a=[],o=0;o&lt;t.args.length;++o){var s=t.args[o];if(!(s.count&lt;=0)){var l=new RegExp(s.name,&quot;g&quot;),u=&quot;&quot;,c=e.arrayArgs.indexOf(o);switch(e.argTypes[o]){case&quot;offset&quot;:var f=e.offsetArgIndex.indexOf(o);c=e.offsetArgs[f].array,u=&quot;+q&quot;+f;case&quot;array&quot;:u=&quot;p&quot;+c+u;var h=&quot;l&quot;+o,d=&quot;a&quot;+c;if(0===e.arrayBlockIndices[c])1===s.count?&quot;generic&quot;===r[c]?s.lvalue?(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)),n=n.replace(l,h),a.push([d,&quot;.set(&quot;,u,&quot;,&quot;,h,&quot;)&quot;].join(&quot;&quot;))):n=n.replace(l,[d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)):n=n.replace(l,[d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;)):&quot;generic&quot;===r[c]?(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)),n=n.replace(l,h),s.lvalue&amp;&amp;a.push([d,&quot;.set(&quot;,u,&quot;,&quot;,h,&quot;)&quot;].join(&quot;&quot;))):(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;)),n=n.replace(l,h),s.lvalue&amp;&amp;a.push([d,&quot;[&quot;,u,&quot;]=&quot;,h].join(&quot;&quot;)));else{for(var p=[s.name],g=[u],v=0;v&lt;Math.abs(e.arrayBlockIndices[c]);v++)p.push(&quot;\\\\s*\\\\[([^\\\\]]+)\\\\]&quot;),g.push(&quot;$&quot;+(v+1)+&quot;*t&quot;+c+&quot;b&quot;+v);if(l=new RegExp(p.join(&quot;&quot;),&quot;g&quot;),u=g.join(&quot;+&quot;),&quot;generic&quot;===r[c])throw new Error(&quot;cwise: Generic arrays not supported in combination with blocks!&quot;);n=n.replace(l,[d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;))}break;case&quot;scalar&quot;:n=n.replace(l,&quot;Y&quot;+e.scalarArgs.indexOf(o));break;case&quot;index&quot;:n=n.replace(l,&quot;index&quot;);break;case&quot;shape&quot;:n=n.replace(l,&quot;shape&quot;)}}}return[i.join(&quot;\\n&quot;),n,a.join(&quot;\\n&quot;)].join(&quot;\\n&quot;).trim()}e.exports=function(t,e){for(var r=e[1].length-Math.abs(t.arrayBlockIndices[0])|0,o=new Array(t.arrayArgs.length),s=new Array(t.arrayArgs.length),l=0;l&lt;t.arrayArgs.length;++l)s[l]=e[2*l],o[l]=e[2*l+1];var u=[],c=[],f=[],h=[],d=[];for(l=0;l&lt;t.arrayArgs.length;++l){t.arrayBlockIndices[l]&lt;0?(f.push(0),h.push(r),u.push(r),c.push(r+t.arrayBlockIndices[l])):(f.push(t.arrayBlockIndices[l]),h.push(t.arrayBlockIndices[l]+r),u.push(0),c.push(t.arrayBlockIndices[l]));for(var p=[],g=0;g&lt;o[l].length;g++)f[l]&lt;=o[l][g]&amp;&amp;o[l][g]&lt;h[l]&amp;&amp;p.push(o[l][g]-f[l]);d.push(p)}var v=[&quot;SS&quot;],m=[&quot;&#x27;use strict&#x27;&quot;],y=[];for(g=0;g&lt;r;++g)y.push([&quot;s&quot;,g,&quot;=SS[&quot;,g,&quot;]&quot;].join(&quot;&quot;));for(l=0;l&lt;t.arrayArgs.length;++l){for(v.push(&quot;a&quot;+l),v.push(&quot;t&quot;+l),v.push(&quot;p&quot;+l),g=0;g&lt;r;++g)y.push([&quot;t&quot;,l,&quot;p&quot;,g,&quot;=t&quot;,l,&quot;[&quot;,f[l]+g,&quot;]&quot;].join(&quot;&quot;));for(g=0;g&lt;Math.abs(t.arrayBlockIndices[l]);++g)y.push([&quot;t&quot;,l,&quot;b&quot;,g,&quot;=t&quot;,l,&quot;[&quot;,u[l]+g,&quot;]&quot;].join(&quot;&quot;))}for(l=0;l&lt;t.scalarArgs.length;++l)v.push(&quot;Y&quot;+l);if(t.shapeArgs.length&gt;0&amp;&amp;y.push(&quot;shape=SS.slice(0)&quot;),t.indexArgs.length&gt;0){var b=new Array(r);for(l=0;l&lt;r;++l)b[l]=&quot;0&quot;;y.push([&quot;index=[&quot;,b.join(&quot;,&quot;),&quot;]&quot;].join(&quot;&quot;))}for(l=0;l&lt;t.offsetArgs.length;++l){var x=t.offsetArgs[l],_=[];for(g=0;g&lt;x.offset.length;++g)0!==x.offset[g]&amp;&amp;(1===x.offset[g]?_.push([&quot;t&quot;,x.array,&quot;p&quot;,g].join(&quot;&quot;)):_.push([x.offset[g],&quot;*t&quot;,x.array,&quot;p&quot;,g].join(&quot;&quot;)));0===_.length?y.push(&quot;q&quot;+l+&quot;=0&quot;):y.push([&quot;q&quot;,l,&quot;=&quot;,_.join(&quot;+&quot;)].join(&quot;&quot;))}var w=n([].concat(t.pre.thisVars).concat(t.body.thisVars).concat(t.post.thisVars));for((y=y.concat(w)).length&gt;0&amp;&amp;m.push(&quot;var &quot;+y.join(&quot;,&quot;)),l=0;l&lt;t.arrayArgs.length;++l)m.push(&quot;p&quot;+l+&quot;|=0&quot;);t.pre.body.length&gt;3&amp;&amp;m.push(a(t.pre,t,s));var A=a(t.body,t,s),M=function(t){for(var e=0,r=t[0].length;e&lt;r;){for(var n=1;n&lt;t.length;++n)if(t[n][e]!==t[0][e])return e;++e}return e}(d);M&lt;r?m.push(function(t,e,r,n){for(var a=e.length,o=r.arrayArgs.length,s=r.blockSize,l=r.indexArgs.length&gt;0,u=[],c=0;c&lt;o;++c)u.push([&quot;var offset&quot;,c,&quot;=p&quot;,c].join(&quot;&quot;));for(c=t;c&lt;a;++c)u.push([&quot;for(var j&quot;+c+&quot;=SS[&quot;,e[c],&quot;]|0;j&quot;,c,&quot;&gt;0;){&quot;].join(&quot;&quot;)),u.push([&quot;if(j&quot;,c,&quot;&lt;&quot;,s,&quot;){&quot;].join(&quot;&quot;)),u.push([&quot;s&quot;,e[c],&quot;=j&quot;,c].join(&quot;&quot;)),u.push([&quot;j&quot;,c,&quot;=0&quot;].join(&quot;&quot;)),u.push([&quot;}else{s&quot;,e[c],&quot;=&quot;,s].join(&quot;&quot;)),u.push([&quot;j&quot;,c,&quot;-=&quot;,s,&quot;}&quot;].join(&quot;&quot;)),l&amp;&amp;u.push([&quot;index[&quot;,e[c],&quot;]=j&quot;,c].join(&quot;&quot;));for(c=0;c&lt;o;++c){for(var f=[&quot;offset&quot;+c],h=t;h&lt;a;++h)f.push([&quot;j&quot;,h,&quot;*t&quot;,c,&quot;p&quot;,e[h]].join(&quot;&quot;));u.push([&quot;p&quot;,c,&quot;=(&quot;,f.join(&quot;+&quot;),&quot;)&quot;].join(&quot;&quot;))}for(u.push(i(e,r,n)),c=t;c&lt;a;++c)u.push(&quot;}&quot;);return u.join(&quot;\\n&quot;)}(M,d[0],t,A)):m.push(i(d[0],t,A)),t.post.body.length&gt;3&amp;&amp;m.push(a(t.post,t,s)),t.debug&amp;&amp;console.log(&quot;-----Generated cwise routine for &quot;,e,&quot;:\\n&quot;+m.join(&quot;\\n&quot;)+&quot;\\n----------&quot;);var T=[t.funcName||&quot;unnamed&quot;,&quot;_cwise_loop_&quot;,o[0].join(&quot;s&quot;),&quot;m&quot;,M,function(t){for(var e=new Array(t.length),r=!0,n=0;n&lt;t.length;++n){var i=t[n],a=i.match(/\\d+/);a=a?a[0]:&quot;&quot;,0===i.charAt(0)?e[n]=&quot;u&quot;+i.charAt(1)+a:e[n]=i.charAt(0)+a,n&gt;0&amp;&amp;(r=r&amp;&amp;e[n]===e[n-1])}return r?e[0]:e.join(&quot;&quot;)}(s)].join(&quot;&quot;);return new Function([&quot;function &quot;,T,&quot;(&quot;,v.join(&quot;,&quot;),&quot;){&quot;,m.join(&quot;\\n&quot;),&quot;} return &quot;,T].join(&quot;&quot;))()}},{uniq:350}],79:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./compile.js&quot;);e.exports=function(t){var e=[&quot;&#x27;use strict&#x27;&quot;,&quot;var CACHED={}&quot;],r=[],i=t.funcName+&quot;_cwise_thunk&quot;;e.push([&quot;return function &quot;,i,&quot;(&quot;,t.shimArgs.join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));for(var a=[],o=[],s=[[&quot;array&quot;,t.arrayArgs[0],&quot;.shape.slice(&quot;,Math.max(0,t.arrayBlockIndices[0]),t.arrayBlockIndices[0]&lt;0?&quot;,&quot;+t.arrayBlockIndices[0]+&quot;)&quot;:&quot;)&quot;].join(&quot;&quot;)],l=[],u=[],c=0;c&lt;t.arrayArgs.length;++c){var f=t.arrayArgs[c];r.push([&quot;t&quot;,f,&quot;=array&quot;,f,&quot;.dtype,&quot;,&quot;r&quot;,f,&quot;=array&quot;,f,&quot;.order&quot;].join(&quot;&quot;)),a.push(&quot;t&quot;+f),a.push(&quot;r&quot;+f),o.push(&quot;t&quot;+f),o.push(&quot;r&quot;+f+&quot;.join()&quot;),s.push(&quot;array&quot;+f+&quot;.data&quot;),s.push(&quot;array&quot;+f+&quot;.stride&quot;),s.push(&quot;array&quot;+f+&quot;.offset|0&quot;),c&gt;0&amp;&amp;(l.push(&quot;array&quot;+t.arrayArgs[0]+&quot;.shape.length===array&quot;+f+&quot;.shape.length+&quot;+(Math.abs(t.arrayBlockIndices[0])-Math.abs(t.arrayBlockIndices[c]))),u.push(&quot;array&quot;+t.arrayArgs[0]+&quot;.shape[shapeIndex+&quot;+Math.max(0,t.arrayBlockIndices[0])+&quot;]===array&quot;+f+&quot;.shape[shapeIndex+&quot;+Math.max(0,t.arrayBlockIndices[c])+&quot;]&quot;))}for(t.arrayArgs.length&gt;1&amp;&amp;(e.push(&quot;if (!(&quot;+l.join(&quot; &amp;&amp; &quot;)+&quot;)) throw new Error(&#x27;cwise: Arrays do not all have the same dimensionality!&#x27;)&quot;),e.push(&quot;for(var shapeIndex=array&quot;+t.arrayArgs[0]+&quot;.shape.length-&quot;+Math.abs(t.arrayBlockIndices[0])+&quot;; shapeIndex--\\x3e0;) {&quot;),e.push(&quot;if (!(&quot;+u.join(&quot; &amp;&amp; &quot;)+&quot;)) throw new Error(&#x27;cwise: Arrays do not all have the same shape!&#x27;)&quot;),e.push(&quot;}&quot;)),c=0;c&lt;t.scalarArgs.length;++c)s.push(&quot;scalar&quot;+t.scalarArgs[c]);return r.push([&quot;type=[&quot;,o.join(&quot;,&quot;),&quot;].join()&quot;].join(&quot;&quot;)),r.push(&quot;proc=CACHED[type]&quot;),e.push(&quot;var &quot;+r.join(&quot;,&quot;)),e.push([&quot;if(!proc){&quot;,&quot;CACHED[type]=proc=compile([&quot;,a.join(&quot;,&quot;),&quot;])}&quot;,&quot;return proc(&quot;,s.join(&quot;,&quot;),&quot;)}&quot;].join(&quot;&quot;)),t.debug&amp;&amp;console.log(&quot;-----Generated thunk:\\n&quot;+e.join(&quot;\\n&quot;)+&quot;\\n----------&quot;),new Function(&quot;compile&quot;,e.join(&quot;\\n&quot;))(n.bind(void 0,t))}},{&quot;./compile.js&quot;:78}],80:[function(t,e,r){e.exports=t(&quot;cwise-compiler&quot;)},{&quot;cwise-compiler&quot;:77}],81:[function(t,e,r){!function(){var t={version:&quot;3.5.17&quot;},r=[].slice,n=function(t){return r.call(t)},i=this.document;function a(t){return t&amp;&amp;(t.ownerDocument||t.document||t).documentElement}function o(t){return t&amp;&amp;(t.ownerDocument&amp;&amp;t.ownerDocument.defaultView||t.document&amp;&amp;t||t.defaultView)}if(i)try{n(i.documentElement.childNodes)[0].nodeType}catch(t){n=function(t){for(var e=t.length,r=new Array(e);e--;)r[e]=t[e];return r}}if(Date.now||(Date.now=function(){return+new Date}),i)try{i.createElement(&quot;DIV&quot;).style.setProperty(&quot;opacity&quot;,0,&quot;&quot;)}catch(t){var s=this.Element.prototype,l=s.setAttribute,u=s.setAttributeNS,c=this.CSSStyleDeclaration.prototype,f=c.setProperty;s.setAttribute=function(t,e){l.call(this,t,e+&quot;&quot;)},s.setAttributeNS=function(t,e,r){u.call(this,t,e,r+&quot;&quot;)},c.setProperty=function(t,e,r){f.call(this,t,e+&quot;&quot;,r)}}function h(t,e){return t&lt;e?-1:t&gt;e?1:t&gt;=e?0:NaN}function d(t){return null===t?NaN:+t}function p(t){return!isNaN(t)}function g(t){return{left:function(e,r,n,i){for(arguments.length&lt;3&amp;&amp;(n=0),arguments.length&lt;4&amp;&amp;(i=e.length);n&lt;i;){var a=n+i&gt;&gt;&gt;1;t(e[a],r)&lt;0?n=a+1:i=a}return n},right:function(e,r,n,i){for(arguments.length&lt;3&amp;&amp;(n=0),arguments.length&lt;4&amp;&amp;(i=e.length);n&lt;i;){var a=n+i&gt;&gt;&gt;1;t(e[a],r)&gt;0?i=a:n=a+1}return n}}}t.ascending=h,t.descending=function(t,e){return e&lt;t?-1:e&gt;t?1:e&gt;=t?0:NaN},t.min=function(t,e){var r,n,i=-1,a=t.length;if(1===arguments.length){for(;++i&lt;a;)if(null!=(n=t[i])&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=t[i])&amp;&amp;r&gt;n&amp;&amp;(r=n)}else{for(;++i&lt;a;)if(null!=(n=e.call(t,t[i],i))&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=e.call(t,t[i],i))&amp;&amp;r&gt;n&amp;&amp;(r=n)}return r},t.max=function(t,e){var r,n,i=-1,a=t.length;if(1===arguments.length){for(;++i&lt;a;)if(null!=(n=t[i])&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=t[i])&amp;&amp;n&gt;r&amp;&amp;(r=n)}else{for(;++i&lt;a;)if(null!=(n=e.call(t,t[i],i))&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=e.call(t,t[i],i))&amp;&amp;n&gt;r&amp;&amp;(r=n)}return r},t.extent=function(t,e){var r,n,i,a=-1,o=t.length;if(1===arguments.length){for(;++a&lt;o;)if(null!=(n=t[a])&amp;&amp;n&gt;=n){r=i=n;break}for(;++a&lt;o;)null!=(n=t[a])&amp;&amp;(r&gt;n&amp;&amp;(r=n),i&lt;n&amp;&amp;(i=n))}else{for(;++a&lt;o;)if(null!=(n=e.call(t,t[a],a))&amp;&amp;n&gt;=n){r=i=n;break}for(;++a&lt;o;)null!=(n=e.call(t,t[a],a))&amp;&amp;(r&gt;n&amp;&amp;(r=n),i&lt;n&amp;&amp;(i=n))}return[r,i]},t.sum=function(t,e){var r,n=0,i=t.length,a=-1;if(1===arguments.length)for(;++a&lt;i;)p(r=+t[a])&amp;&amp;(n+=r);else for(;++a&lt;i;)p(r=+e.call(t,t[a],a))&amp;&amp;(n+=r);return n},t.mean=function(t,e){var r,n=0,i=t.length,a=-1,o=i;if(1===arguments.length)for(;++a&lt;i;)p(r=d(t[a]))?n+=r:--o;else for(;++a&lt;i;)p(r=d(e.call(t,t[a],a)))?n+=r:--o;if(o)return n/o},t.quantile=function(t,e){var r=(t.length-1)*e+1,n=Math.floor(r),i=+t[n-1],a=r-n;return a?i+a*(t[n]-i):i},t.median=function(e,r){var n,i=[],a=e.length,o=-1;if(1===arguments.length)for(;++o&lt;a;)p(n=d(e[o]))&amp;&amp;i.push(n);else for(;++o&lt;a;)p(n=d(r.call(e,e[o],o)))&amp;&amp;i.push(n);if(i.length)return t.quantile(i.sort(h),.5)},t.variance=function(t,e){var r,n,i=t.length,a=0,o=0,s=-1,l=0;if(1===arguments.length)for(;++s&lt;i;)p(r=d(t[s]))&amp;&amp;(o+=(n=r-a)*(r-(a+=n/++l)));else for(;++s&lt;i;)p(r=d(e.call(t,t[s],s)))&amp;&amp;(o+=(n=r-a)*(r-(a+=n/++l)));if(l&gt;1)return o/(l-1)},t.deviation=function(){var e=t.variance.apply(this,arguments);return e?Math.sqrt(e):e};var v=g(h);function m(t){return t.length}t.bisectLeft=v.left,t.bisect=t.bisectRight=v.right,t.bisector=function(t){return g(1===t.length?function(e,r){return h(t(e),r)}:t)},t.shuffle=function(t,e,r){(a=arguments.length)&lt;3&amp;&amp;(r=t.length,a&lt;2&amp;&amp;(e=0));for(var n,i,a=r-e;a;)i=Math.random()*a--|0,n=t[a+e],t[a+e]=t[i+e],t[i+e]=n;return t},t.permute=function(t,e){for(var r=e.length,n=new Array(r);r--;)n[r]=t[e[r]];return n},t.pairs=function(t){for(var e=0,r=t.length-1,n=t[0],i=new Array(r&lt;0?0:r);e&lt;r;)i[e]=[n,n=t[++e]];return i},t.transpose=function(e){if(!(a=e.length))return[];for(var r=-1,n=t.min(e,m),i=new Array(n);++r&lt;n;)for(var a,o=-1,s=i[r]=new Array(a);++o&lt;a;)s[o]=e[o][r];return i},t.zip=function(){return t.transpose(arguments)},t.keys=function(t){var e=[];for(var r in t)e.push(r);return e},t.values=function(t){var e=[];for(var r in t)e.push(t[r]);return e},t.entries=function(t){var e=[];for(var r in t)e.push({key:r,value:t[r]});return e},t.merge=function(t){for(var e,r,n,i=t.length,a=-1,o=0;++a&lt;i;)o+=t[a].length;for(r=new Array(o);--i&gt;=0;)for(e=(n=t[i]).length;--e&gt;=0;)r[--o]=n[e];return r};var y=Math.abs;function b(t,e){for(var r in e)Object.defineProperty(t.prototype,r,{value:e[r],enumerable:!1})}function x(){this._=Object.create(null)}t.range=function(t,e,r){if(arguments.length&lt;3&amp;&amp;(r=1,arguments.length&lt;2&amp;&amp;(e=t,t=0)),(e-t)/r==1/0)throw new Error(&quot;infinite range&quot;);var n,i=[],a=function(t){var e=1;for(;t*e%1;)e*=10;return e}(y(r)),o=-1;if(t*=a,e*=a,(r*=a)&lt;0)for(;(n=t+r*++o)&gt;e;)i.push(n/a);else for(;(n=t+r*++o)&lt;e;)i.push(n/a);return i},t.map=function(t,e){var r=new x;if(t instanceof x)t.forEach(function(t,e){r.set(t,e)});else if(Array.isArray(t)){var n,i=-1,a=t.length;if(1===arguments.length)for(;++i&lt;a;)r.set(i,t[i]);else for(;++i&lt;a;)r.set(e.call(t,n=t[i],i),n)}else for(var o in t)r.set(o,t[o]);return r};var _=&quot;__proto__&quot;,w=&quot;\\0&quot;;function A(t){return(t+=&quot;&quot;)===_||t[0]===w?w+t:t}function M(t){return(t+=&quot;&quot;)[0]===w?t.slice(1):t}function T(t){return A(t)in this._}function k(t){return(t=A(t))in this._&amp;&amp;delete this._[t]}function E(){var t=[];for(var e in this._)t.push(M(e));return t}function L(){var t=0;for(var e in this._)++t;return t}function S(){for(var t in this._)return!1;return!0}function C(){this._=Object.create(null)}function O(t){return t}function R(t,e,r){return function(){var n=r.apply(e,arguments);return n===e?t:n}}function P(t,e){if(e in t)return e;e=e.charAt(0).toUpperCase()+e.slice(1);for(var r=0,n=z.length;r&lt;n;++r){var i=z[r]+e;if(i in t)return i}}b(x,{has:T,get:function(t){return this._[A(t)]},set:function(t,e){return this._[A(t)]=e},remove:k,keys:E,values:function(){var t=[];for(var e in this._)t.push(this._[e]);return t},entries:function(){var t=[];for(var e in this._)t.push({key:M(e),value:this._[e]});return t},size:L,empty:S,forEach:function(t){for(var e in this._)t.call(this,M(e),this._[e])}}),t.nest=function(){var e,r,n={},i=[],a=[];function o(t,a,s){if(s&gt;=i.length)return r?r.call(n,a):e?a.sort(e):a;for(var l,u,c,f,h=-1,d=a.length,p=i[s++],g=new x;++h&lt;d;)(f=g.get(l=p(u=a[h])))?f.push(u):g.set(l,[u]);return t?(u=t(),c=function(e,r){u.set(e,o(t,r,s))}):(u={},c=function(e,r){u[e]=o(t,r,s)}),g.forEach(c),u}return n.map=function(t,e){return o(e,t,0)},n.entries=function(e){return function t(e,r){if(r&gt;=i.length)return e;var n=[],o=a[r++];return e.forEach(function(e,i){n.push({key:e,values:t(i,r)})}),o?n.sort(function(t,e){return o(t.key,e.key)}):n}(o(t.map,e,0),0)},n.key=function(t){return i.push(t),n},n.sortKeys=function(t){return a[i.length-1]=t,n},n.sortValues=function(t){return e=t,n},n.rollup=function(t){return r=t,n},n},t.set=function(t){var e=new C;if(t)for(var r=0,n=t.length;r&lt;n;++r)e.add(t[r]);return e},b(C,{has:T,add:function(t){return this._[A(t+=&quot;&quot;)]=!0,t},remove:k,values:E,size:L,empty:S,forEach:function(t){for(var e in this._)t.call(this,M(e))}}),t.behavior={},t.rebind=function(t,e){for(var r,n=1,i=arguments.length;++n&lt;i;)t[r=arguments[n]]=R(t,e,e[r]);return t};var z=[&quot;webkit&quot;,&quot;ms&quot;,&quot;moz&quot;,&quot;Moz&quot;,&quot;o&quot;,&quot;O&quot;];function I(){}function N(){}function D(t){var e=[],r=new x;function n(){for(var r,n=e,i=-1,a=n.length;++i&lt;a;)(r=n[i].on)&amp;&amp;r.apply(this,arguments);return t}return n.on=function(n,i){var a,o=r.get(n);return arguments.length&lt;2?o&amp;&amp;o.on:(o&amp;&amp;(o.on=null,e=e.slice(0,a=e.indexOf(o)).concat(e.slice(a+1)),r.remove(n)),i&amp;&amp;e.push(r.set(n,{on:i})),t)},n}function F(){t.event.preventDefault()}function j(){for(var e,r=t.event;e=r.sourceEvent;)r=e;return r}function B(e){for(var r=new N,n=0,i=arguments.length;++n&lt;i;)r[arguments[n]]=D(r);return r.of=function(n,i){return function(a){try{var o=a.sourceEvent=t.event;a.target=e,t.event=a,r[a.type].apply(n,i)}finally{t.event=o}}},r}t.dispatch=function(){for(var t=new N,e=-1,r=arguments.length;++e&lt;r;)t[arguments[e]]=D(t);return t},N.prototype.on=function(t,e){var r=t.indexOf(&quot;.&quot;),n=&quot;&quot;;if(r&gt;=0&amp;&amp;(n=t.slice(r+1),t=t.slice(0,r)),t)return arguments.length&lt;2?this[t].on(n):this[t].on(n,e);if(2===arguments.length){if(null==e)for(t in this)this.hasOwnProperty(t)&amp;&amp;this[t].on(n,null);return this}},t.event=null,t.requote=function(t){return t.replace(U,&quot;\\\\$&amp;&quot;)};var U=/[\\\\\\^\\$\\*\\+\\?\\|\\[\\]\\(\\)\\.\\{\\}]/g,V={}.__proto__?function(t,e){t.__proto__=e}:function(t,e){for(var r in e)t[r]=e[r]};function H(t){return V(t,W),t}var q=function(t,e){return e.querySelector(t)},G=function(t,e){return e.querySelectorAll(t)},X=function(t,e){var r=t.matches||t[P(t,&quot;matchesSelector&quot;)];return(X=function(t,e){return r.call(t,e)})(t,e)};&quot;function&quot;==typeof Sizzle&amp;&amp;(q=function(t,e){return Sizzle(t,e)[0]||null},G=Sizzle,X=Sizzle.matchesSelector),t.selection=function(){return t.select(i.documentElement)};var W=t.selection.prototype=[];function Y(t){return&quot;function&quot;==typeof t?t:function(){return q(t,this)}}function Z(t){return&quot;function&quot;==typeof t?t:function(){return G(t,this)}}W.select=function(t){var e,r,n,i,a=[];t=Y(t);for(var o=-1,s=this.length;++o&lt;s;){a.push(e=[]),e.parentNode=(n=this[o]).parentNode;for(var l=-1,u=n.length;++l&lt;u;)(i=n[l])?(e.push(r=t.call(i,i.__data__,l,o)),r&amp;&amp;&quot;__data__&quot;in i&amp;&amp;(r.__data__=i.__data__)):e.push(null)}return H(a)},W.selectAll=function(t){var e,r,i=[];t=Z(t);for(var a=-1,o=this.length;++a&lt;o;)for(var s=this[a],l=-1,u=s.length;++l&lt;u;)(r=s[l])&amp;&amp;(i.push(e=n(t.call(r,r.__data__,l,a))),e.parentNode=r);return H(i)};var Q=&quot;http://www.w3.org/1999/xhtml&quot;,$={svg:&quot;http://www.w3.org/2000/svg&quot;,xhtml:Q,xlink:&quot;http://www.w3.org/1999/xlink&quot;,xml:&quot;http://www.w3.org/XML/1998/namespace&quot;,xmlns:&quot;http://www.w3.org/2000/xmlns/&quot;};function J(e,r){return e=t.ns.qualify(e),null==r?e.local?function(){this.removeAttributeNS(e.space,e.local)}:function(){this.removeAttribute(e)}:&quot;function&quot;==typeof r?e.local?function(){var t=r.apply(this,arguments);null==t?this.removeAttributeNS(e.space,e.local):this.setAttributeNS(e.space,e.local,t)}:function(){var t=r.apply(this,arguments);null==t?this.removeAttribute(e):this.setAttribute(e,t)}:e.local?function(){this.setAttributeNS(e.space,e.local,r)}:function(){this.setAttribute(e,r)}}function K(t){return t.trim().replace(/\\s+/g,&quot; &quot;)}function tt(e){return new RegExp(&quot;(?:^|\\\\s+)&quot;+t.requote(e)+&quot;(?:\\\\s+|$)&quot;,&quot;g&quot;)}function et(t){return(t+&quot;&quot;).trim().split(/^|\\s+/)}function rt(t,e){var r=(t=et(t).map(nt)).length;return&quot;function&quot;==typeof e?function(){for(var n=-1,i=e.apply(this,arguments);++n&lt;r;)t[n](this,i)}:function(){for(var n=-1;++n&lt;r;)t[n](this,e)}}function nt(t){var e=tt(t);return function(r,n){if(i=r.classList)return n?i.add(t):i.remove(t);var i=r.getAttribute(&quot;class&quot;)||&quot;&quot;;n?(e.lastIndex=0,e.test(i)||r.setAttribute(&quot;class&quot;,K(i+&quot; &quot;+t))):r.setAttribute(&quot;class&quot;,K(i.replace(e,&quot; &quot;)))}}function it(t,e,r){return null==e?function(){this.style.removeProperty(t)}:&quot;function&quot;==typeof e?function(){var n=e.apply(this,arguments);null==n?this.style.removeProperty(t):this.style.setProperty(t,n,r)}:function(){this.style.setProperty(t,e,r)}}function at(t,e){return null==e?function(){delete this[t]}:&quot;function&quot;==typeof e?function(){var r=e.apply(this,arguments);null==r?delete this[t]:this[t]=r}:function(){this[t]=e}}function ot(e){return&quot;function&quot;==typeof e?e:(e=t.ns.qualify(e)).local?function(){return this.ownerDocument.createElementNS(e.space,e.local)}:function(){var t=this.ownerDocument,r=this.namespaceURI;return r===Q&amp;&amp;t.documentElement.namespaceURI===Q?t.createElement(e):t.createElementNS(r,e)}}function st(){var t=this.parentNode;t&amp;&amp;t.removeChild(this)}function lt(t){return{__data__:t}}function ut(t){return function(){return X(this,t)}}function ct(t,e){for(var r=0,n=t.length;r&lt;n;r++)for(var i,a=t[r],o=0,s=a.length;o&lt;s;o++)(i=a[o])&amp;&amp;e(i,o,r);return t}function ft(t){return V(t,ht),t}t.ns={prefix:$,qualify:function(t){var e=t.indexOf(&quot;:&quot;),r=t;return e&gt;=0&amp;&amp;&quot;xmlns&quot;!==(r=t.slice(0,e))&amp;&amp;(t=t.slice(e+1)),$.hasOwnProperty(r)?{space:$[r],local:t}:t}},W.attr=function(e,r){if(arguments.length&lt;2){if(&quot;string&quot;==typeof e){var n=this.node();return(e=t.ns.qualify(e)).local?n.getAttributeNS(e.space,e.local):n.getAttribute(e)}for(r in e)this.each(J(r,e[r]));return this}return this.each(J(e,r))},W.classed=function(t,e){if(arguments.length&lt;2){if(&quot;string&quot;==typeof t){var r=this.node(),n=(t=et(t)).length,i=-1;if(e=r.classList){for(;++i&lt;n;)if(!e.contains(t[i]))return!1}else for(e=r.getAttribute(&quot;class&quot;);++i&lt;n;)if(!tt(t[i]).test(e))return!1;return!0}for(e in t)this.each(rt(e,t[e]));return this}return this.each(rt(t,e))},W.style=function(t,e,r){var n=arguments.length;if(n&lt;3){if(&quot;string&quot;!=typeof t){for(r in n&lt;2&amp;&amp;(e=&quot;&quot;),t)this.each(it(r,t[r],e));return this}if(n&lt;2){var i=this.node();return o(i).getComputedStyle(i,null).getPropertyValue(t)}r=&quot;&quot;}return this.each(it(t,e,r))},W.property=function(t,e){if(arguments.length&lt;2){if(&quot;string&quot;==typeof t)return this.node()[t];for(e in t)this.each(at(e,t[e]));return this}return this.each(at(t,e))},W.text=function(t){return arguments.length?this.each(&quot;function&quot;==typeof t?function(){var e=t.apply(this,arguments);this.textContent=null==e?&quot;&quot;:e}:null==t?function(){this.textContent=&quot;&quot;}:function(){this.textContent=t}):this.node().textContent},W.html=function(t){return arguments.length?this.each(&quot;function&quot;==typeof t?function(){var e=t.apply(this,arguments);this.innerHTML=null==e?&quot;&quot;:e}:null==t?function(){this.innerHTML=&quot;&quot;}:function(){this.innerHTML=t}):this.node().innerHTML},W.append=function(t){return t=ot(t),this.select(function(){return this.appendChild(t.apply(this,arguments))})},W.insert=function(t,e){return t=ot(t),e=Y(e),this.select(function(){return this.insertBefore(t.apply(this,arguments),e.apply(this,arguments)||null)})},W.remove=function(){return this.each(st)},W.data=function(t,e){var r,n,i=-1,a=this.length;if(!arguments.length){for(t=new Array(a=(r=this[0]).length);++i&lt;a;)(n=r[i])&amp;&amp;(t[i]=n.__data__);return t}function o(t,r){var n,i,a,o=t.length,c=r.length,f=Math.min(o,c),h=new Array(c),d=new Array(c),p=new Array(o);if(e){var g,v=new x,m=new Array(o);for(n=-1;++n&lt;o;)(i=t[n])&amp;&amp;(v.has(g=e.call(i,i.__data__,n))?p[n]=i:v.set(g,i),m[n]=g);for(n=-1;++n&lt;c;)(i=v.get(g=e.call(r,a=r[n],n)))?!0!==i&amp;&amp;(h[n]=i,i.__data__=a):d[n]=lt(a),v.set(g,!0);for(n=-1;++n&lt;o;)n in m&amp;&amp;!0!==v.get(m[n])&amp;&amp;(p[n]=t[n])}else{for(n=-1;++n&lt;f;)i=t[n],a=r[n],i?(i.__data__=a,h[n]=i):d[n]=lt(a);for(;n&lt;c;++n)d[n]=lt(r[n]);for(;n&lt;o;++n)p[n]=t[n]}d.update=h,d.parentNode=h.parentNode=p.parentNode=t.parentNode,s.push(d),l.push(h),u.push(p)}var s=ft([]),l=H([]),u=H([]);if(&quot;function&quot;==typeof t)for(;++i&lt;a;)o(r=this[i],t.call(r,r.parentNode.__data__,i));else for(;++i&lt;a;)o(r=this[i],t);return l.enter=function(){return s},l.exit=function(){return u},l},W.datum=function(t){return arguments.length?this.property(&quot;__data__&quot;,t):this.property(&quot;__data__&quot;)},W.filter=function(t){var e,r,n,i=[];&quot;function&quot;!=typeof t&amp;&amp;(t=ut(t));for(var a=0,o=this.length;a&lt;o;a++){i.push(e=[]),e.parentNode=(r=this[a]).parentNode;for(var s=0,l=r.length;s&lt;l;s++)(n=r[s])&amp;&amp;t.call(n,n.__data__,s,a)&amp;&amp;e.push(n)}return H(i)},W.order=function(){for(var t=-1,e=this.length;++t&lt;e;)for(var r,n=this[t],i=n.length-1,a=n[i];--i&gt;=0;)(r=n[i])&amp;&amp;(a&amp;&amp;a!==r.nextSibling&amp;&amp;a.parentNode.insertBefore(r,a),a=r);return this},W.sort=function(t){t=function(t){arguments.length||(t=h);return function(e,r){return e&amp;&amp;r?t(e.__data__,r.__data__):!e-!r}}.apply(this,arguments);for(var e=-1,r=this.length;++e&lt;r;)this[e].sort(t);return this.order()},W.each=function(t){return ct(this,function(e,r,n){t.call(e,e.__data__,r,n)})},W.call=function(t){var e=n(arguments);return t.apply(e[0]=this,e),this},W.empty=function(){return!this.node()},W.node=function(){for(var t=0,e=this.length;t&lt;e;t++)for(var r=this[t],n=0,i=r.length;n&lt;i;n++){var a=r[n];if(a)return a}return null},W.size=function(){var t=0;return ct(this,function(){++t}),t};var ht=[];function dt(e,r,i){var a=&quot;__on&quot;+e,o=e.indexOf(&quot;.&quot;),s=gt;o&gt;0&amp;&amp;(e=e.slice(0,o));var l=pt.get(e);function u(){var t=this[a];t&amp;&amp;(this.removeEventListener(e,t,t.$),delete this[a])}return l&amp;&amp;(e=l,s=vt),o?r?function(){var t=s(r,n(arguments));u.call(this),this.addEventListener(e,this[a]=t,t.$=i),t._=r}:u:r?I:function(){var r,n=new RegExp(&quot;^__on([^.]+)&quot;+t.requote(e)+&quot;$&quot;);for(var i in this)if(r=i.match(n)){var a=this[i];this.removeEventListener(r[1],a,a.$),delete this[i]}}}t.selection.enter=ft,t.selection.enter.prototype=ht,ht.append=W.append,ht.empty=W.empty,ht.node=W.node,ht.call=W.call,ht.size=W.size,ht.select=function(t){for(var e,r,n,i,a,o=[],s=-1,l=this.length;++s&lt;l;){n=(i=this[s]).update,o.push(e=[]),e.parentNode=i.parentNode;for(var u=-1,c=i.length;++u&lt;c;)(a=i[u])?(e.push(n[u]=r=t.call(i.parentNode,a.__data__,u,s)),r.__data__=a.__data__):e.push(null)}return H(o)},ht.insert=function(t,e){var r,n,i;return arguments.length&lt;2&amp;&amp;(r=this,e=function(t,e,a){var o,s=r[a].update,l=s.length;for(a!=i&amp;&amp;(i=a,n=0),e&gt;=n&amp;&amp;(n=e+1);!(o=s[n])&amp;&amp;++n&lt;l;);return o}),W.insert.call(this,t,e)},t.select=function(t){var e;return&quot;string&quot;==typeof t?(e=[q(t,i)]).parentNode=i.documentElement:(e=[t]).parentNode=a(t),H([e])},t.selectAll=function(t){var e;return&quot;string&quot;==typeof t?(e=n(G(t,i))).parentNode=i.documentElement:(e=n(t)).parentNode=null,H([e])},W.on=function(t,e,r){var n=arguments.length;if(n&lt;3){if(&quot;string&quot;!=typeof t){for(r in n&lt;2&amp;&amp;(e=!1),t)this.each(dt(r,t[r],e));return this}if(n&lt;2)return(n=this.node()[&quot;__on&quot;+t])&amp;&amp;n._;r=!1}return this.each(dt(t,e,r))};var pt=t.map({mouseenter:&quot;mouseover&quot;,mouseleave:&quot;mouseout&quot;});function gt(e,r){return function(n){var i=t.event;t.event=n,r[0]=this.__data__;try{e.apply(this,r)}finally{t.event=i}}}function vt(t,e){var r=gt(t,e);return function(t){var e=t.relatedTarget;e&amp;&amp;(e===this||8&amp;e.compareDocumentPosition(this))||r.call(this,t)}}i&amp;&amp;pt.forEach(function(t){&quot;on&quot;+t in i&amp;&amp;pt.remove(t)});var mt,yt=0;function bt(e){var r=&quot;.dragsuppress-&quot;+ ++yt,n=&quot;click&quot;+r,i=t.select(o(e)).on(&quot;touchmove&quot;+r,F).on(&quot;dragstart&quot;+r,F).on(&quot;selectstart&quot;+r,F);if(null==mt&amp;&amp;(mt=!(&quot;onselectstart&quot;in e)&amp;&amp;P(e.style,&quot;userSelect&quot;)),mt){var s=a(e).style,l=s[mt];s[mt]=&quot;none&quot;}return function(t){if(i.on(r,null),mt&amp;&amp;(s[mt]=l),t){var e=function(){i.on(n,null)};i.on(n,function(){F(),e()},!0),setTimeout(e,0)}}}t.mouse=function(t){return _t(t,j())};var xt=this.navigator&amp;&amp;/WebKit/.test(this.navigator.userAgent)?-1:0;function _t(e,r){r.changedTouches&amp;&amp;(r=r.changedTouches[0]);var n=e.ownerSVGElement||e;if(n.createSVGPoint){var i=n.createSVGPoint();if(xt&lt;0){var a=o(e);if(a.scrollX||a.scrollY){var s=(n=t.select(&quot;body&quot;).append(&quot;svg&quot;).style({position:&quot;absolute&quot;,top:0,left:0,margin:0,padding:0,border:&quot;none&quot;},&quot;important&quot;))[0][0].getScreenCTM();xt=!(s.f||s.e),n.remove()}}return xt?(i.x=r.pageX,i.y=r.pageY):(i.x=r.clientX,i.y=r.clientY),[(i=i.matrixTransform(e.getScreenCTM().inverse())).x,i.y]}var l=e.getBoundingClientRect();return[r.clientX-l.left-e.clientLeft,r.clientY-l.top-e.clientTop]}function wt(){return t.event.changedTouches[0].identifier}t.touch=function(t,e,r){if(arguments.length&lt;3&amp;&amp;(r=e,e=j().changedTouches),e)for(var n,i=0,a=e.length;i&lt;a;++i)if((n=e[i]).identifier===r)return _t(t,n)},t.behavior.drag=function(){var e=B(a,&quot;drag&quot;,&quot;dragstart&quot;,&quot;dragend&quot;),r=null,n=s(I,t.mouse,o,&quot;mousemove&quot;,&quot;mouseup&quot;),i=s(wt,t.touch,O,&quot;touchmove&quot;,&quot;touchend&quot;);function a(){this.on(&quot;mousedown.drag&quot;,n).on(&quot;touchstart.drag&quot;,i)}function s(n,i,a,o,s){return function(){var l,u=t.event.target.correspondingElement||t.event.target,c=this.parentNode,f=e.of(this,arguments),h=0,d=n(),p=&quot;.drag&quot;+(null==d?&quot;&quot;:&quot;-&quot;+d),g=t.select(a(u)).on(o+p,function(){var t,e,r=i(c,d);if(!r)return;t=r[0]-m[0],e=r[1]-m[1],h|=t|e,m=r,f({type:&quot;drag&quot;,x:r[0]+l[0],y:r[1]+l[1],dx:t,dy:e})}).on(s+p,function(){if(!i(c,d))return;g.on(o+p,null).on(s+p,null),v(h),f({type:&quot;dragend&quot;})}),v=bt(u),m=i(c,d);l=r?[(l=r.apply(this,arguments)).x-m[0],l.y-m[1]]:[0,0],f({type:&quot;dragstart&quot;})}}return a.origin=function(t){return arguments.length?(r=t,a):r},t.rebind(a,e,&quot;on&quot;)},t.touches=function(t,e){return arguments.length&lt;2&amp;&amp;(e=j().touches),e?n(e).map(function(e){var r=_t(t,e);return r.identifier=e.identifier,r}):[]};var At=1e-6,Mt=At*At,Tt=Math.PI,kt=2*Tt,Et=kt-At,Lt=Tt/2,St=Tt/180,Ct=180/Tt;function Ot(t){return t&gt;0?1:t&lt;0?-1:0}function Rt(t,e,r){return(e[0]-t[0])*(r[1]-t[1])-(e[1]-t[1])*(r[0]-t[0])}function Pt(t){return t&gt;1?0:t&lt;-1?Tt:Math.acos(t)}function zt(t){return t&gt;1?Lt:t&lt;-1?-Lt:Math.asin(t)}function It(t){return((t=Math.exp(t))+1/t)/2}function Nt(t){return(t=Math.sin(t/2))*t}var Dt=Math.SQRT2;t.interpolateZoom=function(t,e){var r,n,i=t[0],a=t[1],o=t[2],s=e[0],l=e[1],u=e[2],c=s-i,f=l-a,h=c*c+f*f;if(h&lt;Mt)n=Math.log(u/o)/Dt,r=function(t){return[i+t*c,a+t*f,o*Math.exp(Dt*t*n)]};else{var d=Math.sqrt(h),p=(u*u-o*o+4*h)/(2*o*2*d),g=(u*u-o*o-4*h)/(2*u*2*d),v=Math.log(Math.sqrt(p*p+1)-p),m=Math.log(Math.sqrt(g*g+1)-g);n=(m-v)/Dt,r=function(t){var e,r=t*n,s=It(v),l=o/(2*d)*(s*(e=Dt*r+v,((e=Math.exp(2*e))-1)/(e+1))-function(t){return((t=Math.exp(t))-1/t)/2}(v));return[i+l*c,a+l*f,o*s/It(Dt*r+v)]}}return r.duration=1e3*n,r},t.behavior.zoom=function(){var e,r,n,a,s,l,u,c,f,h={x:0,y:0,k:1},d=[960,500],p=Bt,g=250,v=0,m=&quot;mousedown.zoom&quot;,y=&quot;mousemove.zoom&quot;,b=&quot;mouseup.zoom&quot;,x=&quot;touchstart.zoom&quot;,_=B(w,&quot;zoomstart&quot;,&quot;zoom&quot;,&quot;zoomend&quot;);function w(t){t.on(m,O).on(jt+&quot;.zoom&quot;,P).on(&quot;dblclick.zoom&quot;,z).on(x,R)}function A(t){return[(t[0]-h.x)/h.k,(t[1]-h.y)/h.k]}function M(t){h.k=Math.max(p[0],Math.min(p[1],t))}function T(t,e){e=function(t){return[t[0]*h.k+h.x,t[1]*h.k+h.y]}(e),h.x+=t[0]-e[0],h.y+=t[1]-e[1]}function k(e,n,i,a){e.__chart__={x:h.x,y:h.y,k:h.k},M(Math.pow(2,a)),T(r=n,i),e=t.select(e),g&gt;0&amp;&amp;(e=e.transition().duration(g)),e.call(w.event)}function E(){u&amp;&amp;u.domain(l.range().map(function(t){return(t-h.x)/h.k}).map(l.invert)),f&amp;&amp;f.domain(c.range().map(function(t){return(t-h.y)/h.k}).map(c.invert))}function L(t){v++||t({type:&quot;zoomstart&quot;})}function S(t){E(),t({type:&quot;zoom&quot;,scale:h.k,translate:[h.x,h.y]})}function C(t){--v||(t({type:&quot;zoomend&quot;}),r=null)}function O(){var e=this,r=_.of(e,arguments),n=0,i=t.select(o(e)).on(y,function(){n=1,T(t.mouse(e),a),S(r)}).on(b,function(){i.on(y,null).on(b,null),s(n),C(r)}),a=A(t.mouse(e)),s=bt(e);fs.call(e),L(r)}function R(){var e,r=this,n=_.of(r,arguments),i={},a=0,o=&quot;.zoom-&quot;+t.event.changedTouches[0].identifier,l=&quot;touchmove&quot;+o,u=&quot;touchend&quot;+o,c=[],f=t.select(r),d=bt(r);function p(){var n=t.touches(r);return e=h.k,n.forEach(function(t){t.identifier in i&amp;&amp;(i[t.identifier]=A(t))}),n}function g(){var e=t.event.target;t.select(e).on(l,v).on(u,y),c.push(e);for(var n=t.event.changedTouches,o=0,f=n.length;o&lt;f;++o)i[n[o].identifier]=null;var d=p(),g=Date.now();if(1===d.length){if(g-s&lt;500){var m=d[0];k(r,m,i[m.identifier],Math.floor(Math.log(h.k)/Math.LN2)+1),F()}s=g}else if(d.length&gt;1){m=d[0];var b=d[1],x=m[0]-b[0],_=m[1]-b[1];a=x*x+_*_}}function v(){var o,l,u,c,f=t.touches(r);fs.call(r);for(var h=0,d=f.length;h&lt;d;++h,c=null)if(u=f[h],c=i[u.identifier]){if(l)break;o=u,l=c}if(c){var p=(p=u[0]-o[0])*p+(p=u[1]-o[1])*p,g=a&amp;&amp;Math.sqrt(p/a);o=[(o[0]+u[0])/2,(o[1]+u[1])/2],l=[(l[0]+c[0])/2,(l[1]+c[1])/2],M(g*e)}s=null,T(o,l),S(n)}function y(){if(t.event.touches.length){for(var e=t.event.changedTouches,r=0,a=e.length;r&lt;a;++r)delete i[e[r].identifier];for(var s in i)return void p()}t.selectAll(c).on(o,null),f.on(m,O).on(x,R),d(),C(n)}g(),L(n),f.on(m,null).on(x,g)}function P(){var i=_.of(this,arguments);a?clearTimeout(a):(fs.call(this),e=A(r=n||t.mouse(this)),L(i)),a=setTimeout(function(){a=null,C(i)},50),F(),M(Math.pow(2,.002*Ft())*h.k),T(r,e),S(i)}function z(){var e=t.mouse(this),r=Math.log(h.k)/Math.LN2;k(this,e,A(e),t.event.shiftKey?Math.ceil(r)-1:Math.floor(r)+1)}return jt||(jt=&quot;onwheel&quot;in i?(Ft=function(){return-t.event.deltaY*(t.event.deltaMode?120:1)},&quot;wheel&quot;):&quot;onmousewheel&quot;in i?(Ft=function(){return t.event.wheelDelta},&quot;mousewheel&quot;):(Ft=function(){return-t.event.detail},&quot;MozMousePixelScroll&quot;)),w.event=function(e){e.each(function(){var e=_.of(this,arguments),n=h;ps?t.select(this).transition().each(&quot;start.zoom&quot;,function(){h=this.__chart__||{x:0,y:0,k:1},L(e)}).tween(&quot;zoom:zoom&quot;,function(){var i=d[0],a=d[1],o=r?r[0]:i/2,s=r?r[1]:a/2,l=t.interpolateZoom([(o-h.x)/h.k,(s-h.y)/h.k,i/h.k],[(o-n.x)/n.k,(s-n.y)/n.k,i/n.k]);return function(t){var r=l(t),n=i/r[2];this.__chart__=h={x:o-r[0]*n,y:s-r[1]*n,k:n},S(e)}}).each(&quot;interrupt.zoom&quot;,function(){C(e)}).each(&quot;end.zoom&quot;,function(){C(e)}):(this.__chart__=h,L(e),S(e),C(e))})},w.translate=function(t){return arguments.length?(h={x:+t[0],y:+t[1],k:h.k},E(),w):[h.x,h.y]},w.scale=function(t){return arguments.length?(h={x:h.x,y:h.y,k:null},M(+t),E(),w):h.k},w.scaleExtent=function(t){return arguments.length?(p=null==t?Bt:[+t[0],+t[1]],w):p},w.center=function(t){return arguments.length?(n=t&amp;&amp;[+t[0],+t[1]],w):n},w.size=function(t){return arguments.length?(d=t&amp;&amp;[+t[0],+t[1]],w):d},w.duration=function(t){return arguments.length?(g=+t,w):g},w.x=function(t){return arguments.length?(u=t,l=t.copy(),h={x:0,y:0,k:1},w):u},w.y=function(t){return arguments.length?(f=t,c=t.copy(),h={x:0,y:0,k:1},w):f},t.rebind(w,_,&quot;on&quot;)};var Ft,jt,Bt=[0,1/0];function Ut(){}function Vt(t,e,r){return this instanceof Vt?(this.h=+t,this.s=+e,void(this.l=+r)):arguments.length&lt;2?t instanceof Vt?new Vt(t.h,t.s,t.l):ce(&quot;&quot;+t,fe,Vt):new Vt(t,e,r)}t.color=Ut,Ut.prototype.toString=function(){return this.rgb()+&quot;&quot;},t.hsl=Vt;var Ht=Vt.prototype=new Ut;function qt(t,e,r){var n,i;function a(t){return Math.round(255*function(t){return t&gt;360?t-=360:t&lt;0&amp;&amp;(t+=360),t&lt;60?n+(i-n)*t/60:t&lt;180?i:t&lt;240?n+(i-n)*(240-t)/60:n}(t))}return t=isNaN(t)?0:(t%=360)&lt;0?t+360:t,e=isNaN(e)?0:e&lt;0?0:e&gt;1?1:e,n=2*(r=r&lt;0?0:r&gt;1?1:r)-(i=r&lt;=.5?r*(1+e):r+e-r*e),new ae(a(t+120),a(t),a(t-120))}function Gt(e,r,n){return this instanceof Gt?(this.h=+e,this.c=+r,void(this.l=+n)):arguments.length&lt;2?e instanceof Gt?new Gt(e.h,e.c,e.l):ee(e instanceof Yt?e.l:(e=he((e=t.rgb(e)).r,e.g,e.b)).l,e.a,e.b):new Gt(e,r,n)}Ht.brighter=function(t){return t=Math.pow(.7,arguments.length?t:1),new Vt(this.h,this.s,this.l/t)},Ht.darker=function(t){return t=Math.pow(.7,arguments.length?t:1),new Vt(this.h,this.s,t*this.l)},Ht.rgb=function(){return qt(this.h,this.s,this.l)},t.hcl=Gt;var Xt=Gt.prototype=new Ut;function Wt(t,e,r){return isNaN(t)&amp;&amp;(t=0),isNaN(e)&amp;&amp;(e=0),new Yt(r,Math.cos(t*=St)*e,Math.sin(t)*e)}function Yt(t,e,r){return this instanceof Yt?(this.l=+t,this.a=+e,void(this.b=+r)):arguments.length&lt;2?t instanceof Yt?new Yt(t.l,t.a,t.b):t instanceof Gt?Wt(t.h,t.c,t.l):he((t=ae(t)).r,t.g,t.b):new Yt(t,e,r)}Xt.brighter=function(t){return new Gt(this.h,this.c,Math.min(100,this.l+Zt*(arguments.length?t:1)))},Xt.darker=function(t){return new Gt(this.h,this.c,Math.max(0,this.l-Zt*(arguments.length?t:1)))},Xt.rgb=function(){return Wt(this.h,this.c,this.l).rgb()},t.lab=Yt;var Zt=18,Qt=.95047,$t=1,Jt=1.08883,Kt=Yt.prototype=new Ut;function te(t,e,r){var n=(t+16)/116,i=n+e/500,a=n-r/200;return new ae(ie(3.2404542*(i=re(i)*Qt)-1.5371385*(n=re(n)*$t)-.4985314*(a=re(a)*Jt)),ie(-.969266*i+1.8760108*n+.041556*a),ie(.0556434*i-.2040259*n+1.0572252*a))}function ee(t,e,r){return t&gt;0?new Gt(Math.atan2(r,e)*Ct,Math.sqrt(e*e+r*r),t):new Gt(NaN,NaN,t)}function re(t){return t&gt;.206893034?t*t*t:(t-4/29)/7.787037}function ne(t){return t&gt;.008856?Math.pow(t,1/3):7.787037*t+4/29}function ie(t){return Math.round(255*(t&lt;=.00304?12.92*t:1.055*Math.pow(t,1/2.4)-.055))}function ae(t,e,r){return this instanceof ae?(this.r=~~t,this.g=~~e,void(this.b=~~r)):arguments.length&lt;2?t instanceof ae?new ae(t.r,t.g,t.b):ce(&quot;&quot;+t,ae,qt):new ae(t,e,r)}function oe(t){return new ae(t&gt;&gt;16,t&gt;&gt;8&amp;255,255&amp;t)}function se(t){return oe(t)+&quot;&quot;}Kt.brighter=function(t){return new Yt(Math.min(100,this.l+Zt*(arguments.length?t:1)),this.a,this.b)},Kt.darker=function(t){return new Yt(Math.max(0,this.l-Zt*(arguments.length?t:1)),this.a,this.b)},Kt.rgb=function(){return te(this.l,this.a,this.b)},t.rgb=ae;var le=ae.prototype=new Ut;function ue(t){return t&lt;16?&quot;0&quot;+Math.max(0,t).toString(16):Math.min(255,t).toString(16)}function ce(t,e,r){var n,i,a,o=0,s=0,l=0;if(n=/([a-z]+)\\((.*)\\)/.exec(t=t.toLowerCase()))switch(i=n[2].split(&quot;,&quot;),n[1]){case&quot;hsl&quot;:return r(parseFloat(i[0]),parseFloat(i[1])/100,parseFloat(i[2])/100);case&quot;rgb&quot;:return e(pe(i[0]),pe(i[1]),pe(i[2]))}return(a=ge.get(t))?e(a.r,a.g,a.b):(null==t||&quot;#&quot;!==t.charAt(0)||isNaN(a=parseInt(t.slice(1),16))||(4===t.length?(o=(3840&amp;a)&gt;&gt;4,o|=o&gt;&gt;4,s=240&amp;a,s|=s&gt;&gt;4,l=15&amp;a,l|=l&lt;&lt;4):7===t.length&amp;&amp;(o=(16711680&amp;a)&gt;&gt;16,s=(65280&amp;a)&gt;&gt;8,l=255&amp;a)),e(o,s,l))}function fe(t,e,r){var n,i,a=Math.min(t/=255,e/=255,r/=255),o=Math.max(t,e,r),s=o-a,l=(o+a)/2;return s?(i=l&lt;.5?s/(o+a):s/(2-o-a),n=t==o?(e-r)/s+(e&lt;r?6:0):e==o?(r-t)/s+2:(t-e)/s+4,n*=60):(n=NaN,i=l&gt;0&amp;&amp;l&lt;1?0:n),new Vt(n,i,l)}function he(t,e,r){var n=ne((.4124564*(t=de(t))+.3575761*(e=de(e))+.1804375*(r=de(r)))/Qt),i=ne((.2126729*t+.7151522*e+.072175*r)/$t);return Yt(116*i-16,500*(n-i),200*(i-ne((.0193339*t+.119192*e+.9503041*r)/Jt)))}function de(t){return(t/=255)&lt;=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function pe(t){var e=parseFloat(t);return&quot;%&quot;===t.charAt(t.length-1)?Math.round(2.55*e):e}le.brighter=function(t){t=Math.pow(.7,arguments.length?t:1);var e=this.r,r=this.g,n=this.b,i=30;return e||r||n?(e&amp;&amp;e&lt;i&amp;&amp;(e=i),r&amp;&amp;r&lt;i&amp;&amp;(r=i),n&amp;&amp;n&lt;i&amp;&amp;(n=i),new ae(Math.min(255,e/t),Math.min(255,r/t),Math.min(255,n/t))):new ae(i,i,i)},le.darker=function(t){return new ae((t=Math.pow(.7,arguments.length?t:1))*this.r,t*this.g,t*this.b)},le.hsl=function(){return fe(this.r,this.g,this.b)},le.toString=function(){return&quot;#&quot;+ue(this.r)+ue(this.g)+ue(this.b)};var ge=t.map({aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074});function ve(t){return&quot;function&quot;==typeof t?t:function(){return t}}function me(t){return function(e,r,n){return 2===arguments.length&amp;&amp;&quot;function&quot;==typeof r&amp;&amp;(n=r,r=null),ye(e,r,t,n)}}function ye(e,r,i,a){var o={},s=t.dispatch(&quot;beforesend&quot;,&quot;progress&quot;,&quot;load&quot;,&quot;error&quot;),l={},u=new XMLHttpRequest,c=null;function f(){var t,e=u.status;if(!e&amp;&amp;function(t){var e=t.responseType;return e&amp;&amp;&quot;text&quot;!==e?t.response:t.responseText}(u)||e&gt;=200&amp;&amp;e&lt;300||304===e){try{t=i.call(o,u)}catch(t){return void s.error.call(o,t)}s.load.call(o,t)}else s.error.call(o,u)}return!this.XDomainRequest||&quot;withCredentials&quot;in u||!/^(http(s)?:)?\\/\\//.test(e)||(u=new XDomainRequest),&quot;onload&quot;in u?u.onload=u.onerror=f:u.onreadystatechange=function(){u.readyState&gt;3&amp;&amp;f()},u.onprogress=function(e){var r=t.event;t.event=e;try{s.progress.call(o,u)}finally{t.event=r}},o.header=function(t,e){return t=(t+&quot;&quot;).toLowerCase(),arguments.length&lt;2?l[t]:(null==e?delete l[t]:l[t]=e+&quot;&quot;,o)},o.mimeType=function(t){return arguments.length?(r=null==t?null:t+&quot;&quot;,o):r},o.responseType=function(t){return arguments.length?(c=t,o):c},o.response=function(t){return i=t,o},[&quot;get&quot;,&quot;post&quot;].forEach(function(t){o[t]=function(){return o.send.apply(o,[t].concat(n(arguments)))}}),o.send=function(t,n,i){if(2===arguments.length&amp;&amp;&quot;function&quot;==typeof n&amp;&amp;(i=n,n=null),u.open(t,e,!0),null==r||&quot;accept&quot;in l||(l.accept=r+&quot;,*/*&quot;),u.setRequestHeader)for(var a in l)u.setRequestHeader(a,l[a]);return null!=r&amp;&amp;u.overrideMimeType&amp;&amp;u.overrideMimeType(r),null!=c&amp;&amp;(u.responseType=c),null!=i&amp;&amp;o.on(&quot;error&quot;,i).on(&quot;load&quot;,function(t){i(null,t)}),s.beforesend.call(o,u),u.send(null==n?null:n),o},o.abort=function(){return u.abort(),o},t.rebind(o,s,&quot;on&quot;),null==a?o:o.get(function(t){return 1===t.length?function(e,r){t(null==e?r:null)}:t}(a))}ge.forEach(function(t,e){ge.set(t,oe(e))}),t.functor=ve,t.xhr=me(O),t.dsv=function(t,e){var r=new RegExp(&#x27;[&quot;&#x27;+t+&quot;\\n]&quot;),n=t.charCodeAt(0);function i(t,r,n){arguments.length&lt;3&amp;&amp;(n=r,r=null);var i=ye(t,e,null==r?a:o(r),n);return i.row=function(t){return arguments.length?i.response(null==(r=t)?a:o(t)):r},i}function a(t){return i.parse(t.responseText)}function o(t){return function(e){return i.parse(e.responseText,t)}}function s(e){return e.map(l).join(t)}function l(t){return r.test(t)?&#x27;&quot;&#x27;+t.replace(/\\&quot;/g,&#x27;&quot;&quot;&#x27;)+&#x27;&quot;&#x27;:t}return i.parse=function(t,e){var r;return i.parseRows(t,function(t,n){if(r)return r(t,n-1);var i=new Function(&quot;d&quot;,&quot;return {&quot;+t.map(function(t,e){return JSON.stringify(t)+&quot;: d[&quot;+e+&quot;]&quot;}).join(&quot;,&quot;)+&quot;}&quot;);r=e?function(t,r){return e(i(t),r)}:i})},i.parseRows=function(t,e){var r,i,a={},o={},s=[],l=t.length,u=0,c=0;function f(){if(u&gt;=l)return o;if(i)return i=!1,a;var e=u;if(34===t.charCodeAt(e)){for(var r=e;r++&lt;l;)if(34===t.charCodeAt(r)){if(34!==t.charCodeAt(r+1))break;++r}return u=r+2,13===(s=t.charCodeAt(r+1))?(i=!0,10===t.charCodeAt(r+2)&amp;&amp;++u):10===s&amp;&amp;(i=!0),t.slice(e+1,r).replace(/&quot;&quot;/g,&#x27;&quot;&#x27;)}for(;u&lt;l;){var s,c=1;if(10===(s=t.charCodeAt(u++)))i=!0;else if(13===s)i=!0,10===t.charCodeAt(u)&amp;&amp;(++u,++c);else if(s!==n)continue;return t.slice(e,u-c)}return t.slice(e)}for(;(r=f())!==o;){for(var h=[];r!==a&amp;&amp;r!==o;)h.push(r),r=f();e&amp;&amp;null==(h=e(h,c++))||s.push(h)}return s},i.format=function(e){if(Array.isArray(e[0]))return i.formatRows(e);var r=new C,n=[];return e.forEach(function(t){for(var e in t)r.has(e)||n.push(r.add(e))}),[n.map(l).join(t)].concat(e.map(function(e){return n.map(function(t){return l(e[t])}).join(t)})).join(&quot;\\n&quot;)},i.formatRows=function(t){return t.map(s).join(&quot;\\n&quot;)},i},t.csv=t.dsv(&quot;,&quot;,&quot;text/csv&quot;),t.tsv=t.dsv(&quot;\\t&quot;,&quot;text/tab-separated-values&quot;);var be,xe,_e,we,Ae=this[P(this,&quot;requestAnimationFrame&quot;)]||function(t){setTimeout(t,17)};function Me(t,e,r){var n=arguments.length;n&lt;2&amp;&amp;(e=0),n&lt;3&amp;&amp;(r=Date.now());var i={c:t,t:r+e,n:null};return xe?xe.n=i:be=i,xe=i,_e||(we=clearTimeout(we),_e=1,Ae(Te)),i}function Te(){var t=ke(),e=Ee()-t;e&gt;24?(isFinite(e)&amp;&amp;(clearTimeout(we),we=setTimeout(Te,e)),_e=0):(_e=1,Ae(Te))}function ke(){for(var t=Date.now(),e=be;e;)t&gt;=e.t&amp;&amp;e.c(t-e.t)&amp;&amp;(e.c=null),e=e.n;return t}function Ee(){for(var t,e=be,r=1/0;e;)e.c?(e.t&lt;r&amp;&amp;(r=e.t),e=(t=e).n):e=t?t.n=e.n:be=e.n;return xe=t,r}function Le(t,e){return e-(t?Math.ceil(Math.log(t)/Math.LN10):1)}t.timer=function(){Me.apply(this,arguments)},t.timer.flush=function(){ke(),Ee()},t.round=function(t,e){return e?Math.round(t*(e=Math.pow(10,e)))/e:Math.round(t)};var Se=[&quot;y&quot;,&quot;z&quot;,&quot;a&quot;,&quot;f&quot;,&quot;p&quot;,&quot;n&quot;,&quot;\\xb5&quot;,&quot;m&quot;,&quot;&quot;,&quot;k&quot;,&quot;M&quot;,&quot;G&quot;,&quot;T&quot;,&quot;P&quot;,&quot;E&quot;,&quot;Z&quot;,&quot;Y&quot;].map(function(t,e){var r=Math.pow(10,3*y(8-e));return{scale:e&gt;8?function(t){return t/r}:function(t){return t*r},symbol:t}});t.formatPrefix=function(e,r){var n=0;return(e=+e)&amp;&amp;(e&lt;0&amp;&amp;(e*=-1),r&amp;&amp;(e=t.round(e,Le(e,r))),n=1+Math.floor(1e-12+Math.log(e)/Math.LN10),n=Math.max(-24,Math.min(24,3*Math.floor((n-1)/3)))),Se[8+n/3]};var Ce=/(?:([^{])?([&lt;&gt;=^]))?([+\\- ])?([$#])?(0)?(\\d+)?(,)?(\\.-?\\d+)?([a-z%])?/i,Oe=t.map({b:function(t){return t.toString(2)},c:function(t){return String.fromCharCode(t)},o:function(t){return t.toString(8)},x:function(t){return t.toString(16)},X:function(t){return t.toString(16).toUpperCase()},g:function(t,e){return t.toPrecision(e)},e:function(t,e){return t.toExponential(e)},f:function(t,e){return t.toFixed(e)},r:function(e,r){return(e=t.round(e,Le(e,r))).toFixed(Math.max(0,Math.min(20,Le(e*(1+1e-15),r))))}});function Re(t){return t+&quot;&quot;}var Pe=t.time={},ze=Date;function Ie(){this._=new Date(arguments.length&gt;1?Date.UTC.apply(this,arguments):arguments[0])}Ie.prototype={getDate:function(){return this._.getUTCDate()},getDay:function(){return this._.getUTCDay()},getFullYear:function(){return this._.getUTCFullYear()},getHours:function(){return this._.getUTCHours()},getMilliseconds:function(){return this._.getUTCMilliseconds()},getMinutes:function(){return this._.getUTCMinutes()},getMonth:function(){return this._.getUTCMonth()},getSeconds:function(){return this._.getUTCSeconds()},getTime:function(){return this._.getTime()},getTimezoneOffset:function(){return 0},valueOf:function(){return this._.valueOf()},setDate:function(){Ne.setUTCDate.apply(this._,arguments)},setDay:function(){Ne.setUTCDay.apply(this._,arguments)},setFullYear:function(){Ne.setUTCFullYear.apply(this._,arguments)},setHours:function(){Ne.setUTCHours.apply(this._,arguments)},setMilliseconds:function(){Ne.setUTCMilliseconds.apply(this._,arguments)},setMinutes:function(){Ne.setUTCMinutes.apply(this._,arguments)},setMonth:function(){Ne.setUTCMonth.apply(this._,arguments)},setSeconds:function(){Ne.setUTCSeconds.apply(this._,arguments)},setTime:function(){Ne.setTime.apply(this._,arguments)}};var Ne=Date.prototype;function De(t,e,r){function n(e){var r=t(e),n=a(r,1);return e-r&lt;n-e?r:n}function i(r){return e(r=t(new ze(r-1)),1),r}function a(t,r){return e(t=new ze(+t),r),t}function o(t,n,a){var o=i(t),s=[];if(a&gt;1)for(;o&lt;n;)r(o)%a||s.push(new Date(+o)),e(o,1);else for(;o&lt;n;)s.push(new Date(+o)),e(o,1);return s}t.floor=t,t.round=n,t.ceil=i,t.offset=a,t.range=o;var s=t.utc=Fe(t);return s.floor=s,s.round=Fe(n),s.ceil=Fe(i),s.offset=Fe(a),s.range=function(t,e,r){try{ze=Ie;var n=new Ie;return n._=t,o(n,e,r)}finally{ze=Date}},t}function Fe(t){return function(e,r){try{ze=Ie;var n=new Ie;return n._=e,t(n,r)._}finally{ze=Date}}}Pe.year=De(function(t){return(t=Pe.day(t)).setMonth(0,1),t},function(t,e){t.setFullYear(t.getFullYear()+e)},function(t){return t.getFullYear()}),Pe.years=Pe.year.range,Pe.years.utc=Pe.year.utc.range,Pe.day=De(function(t){var e=new ze(2e3,0);return e.setFullYear(t.getFullYear(),t.getMonth(),t.getDate()),e},function(t,e){t.setDate(t.getDate()+e)},function(t){return t.getDate()-1}),Pe.days=Pe.day.range,Pe.days.utc=Pe.day.utc.range,Pe.dayOfYear=function(t){var e=Pe.year(t);return Math.floor((t-e-6e4*(t.getTimezoneOffset()-e.getTimezoneOffset()))/864e5)},[&quot;sunday&quot;,&quot;monday&quot;,&quot;tuesday&quot;,&quot;wednesday&quot;,&quot;thursday&quot;,&quot;friday&quot;,&quot;saturday&quot;].forEach(function(t,e){e=7-e;var r=Pe[t]=De(function(t){return(t=Pe.day(t)).setDate(t.getDate()-(t.getDay()+e)%7),t},function(t,e){t.setDate(t.getDate()+7*Math.floor(e))},function(t){var r=Pe.year(t).getDay();return Math.floor((Pe.dayOfYear(t)+(r+e)%7)/7)-(r!==e)});Pe[t+&quot;s&quot;]=r.range,Pe[t+&quot;s&quot;].utc=r.utc.range,Pe[t+&quot;OfYear&quot;]=function(t){var r=Pe.year(t).getDay();return Math.floor((Pe.dayOfYear(t)+(r+e)%7)/7)}}),Pe.week=Pe.sunday,Pe.weeks=Pe.sunday.range,Pe.weeks.utc=Pe.sunday.utc.range,Pe.weekOfYear=Pe.sundayOfYear;var je={&quot;-&quot;:&quot;&quot;,_:&quot; &quot;,0:&quot;0&quot;},Be=/^\\s*\\d+/,Ue=/^%/;function Ve(t,e,r){var n=t&lt;0?&quot;-&quot;:&quot;&quot;,i=(n?-t:t)+&quot;&quot;,a=i.length;return n+(a&lt;r?new Array(r-a+1).join(e)+i:i)}function He(e){return new RegExp(&quot;^(?:&quot;+e.map(t.requote).join(&quot;|&quot;)+&quot;)&quot;,&quot;i&quot;)}function qe(t){for(var e=new x,r=-1,n=t.length;++r&lt;n;)e.set(t[r].toLowerCase(),r);return e}function Ge(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+1));return n?(t.w=+n[0],r+n[0].length):-1}function Xe(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r));return n?(t.U=+n[0],r+n[0].length):-1}function We(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r));return n?(t.W=+n[0],r+n[0].length):-1}function Ye(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+4));return n?(t.y=+n[0],r+n[0].length):-1}function Ze(t,e,r){Be.lastIndex=0;var n,i=Be.exec(e.slice(r,r+2));return i?(t.y=(n=+i[0])+(n&gt;68?1900:2e3),r+i[0].length):-1}function Qe(t,e,r){return/^[+-]\\d{4}$/.test(e=e.slice(r,r+5))?(t.Z=-e,r+5):-1}function $e(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.m=n[0]-1,r+n[0].length):-1}function Je(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.d=+n[0],r+n[0].length):-1}function Ke(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+3));return n?(t.j=+n[0],r+n[0].length):-1}function tr(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.H=+n[0],r+n[0].length):-1}function er(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.M=+n[0],r+n[0].length):-1}function rr(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.S=+n[0],r+n[0].length):-1}function nr(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+3));return n?(t.L=+n[0],r+n[0].length):-1}function ir(t){var e=t.getTimezoneOffset(),r=e&gt;0?&quot;-&quot;:&quot;+&quot;,n=y(e)/60|0,i=y(e)%60;return r+Ve(n,&quot;0&quot;,2)+Ve(i,&quot;0&quot;,2)}function ar(t,e,r){Ue.lastIndex=0;var n=Ue.exec(e.slice(r,r+1));return n?r+n[0].length:-1}function or(t){for(var e=t.length,r=-1;++r&lt;e;)t[r][0]=this(t[r][0]);return function(e){for(var r=0,n=t[r];!n[1](e);)n=t[++r];return n[0](e)}}t.locale=function(e){return{numberFormat:function(e){var r=e.decimal,n=e.thousands,i=e.grouping,a=e.currency,o=i&amp;&amp;n?function(t,e){for(var r=t.length,a=[],o=0,s=i[0],l=0;r&gt;0&amp;&amp;s&gt;0&amp;&amp;(l+s+1&gt;e&amp;&amp;(s=Math.max(1,e-l)),a.push(t.substring(r-=s,r+s)),!((l+=s+1)&gt;e));)s=i[o=(o+1)%i.length];return a.reverse().join(n)}:O;return function(e){var n=Ce.exec(e),i=n[1]||&quot; &quot;,s=n[2]||&quot;&gt;&quot;,l=n[3]||&quot;-&quot;,u=n[4]||&quot;&quot;,c=n[5],f=+n[6],h=n[7],d=n[8],p=n[9],g=1,v=&quot;&quot;,m=&quot;&quot;,y=!1,b=!0;switch(d&amp;&amp;(d=+d.substring(1)),(c||&quot;0&quot;===i&amp;&amp;&quot;=&quot;===s)&amp;&amp;(c=i=&quot;0&quot;,s=&quot;=&quot;),p){case&quot;n&quot;:h=!0,p=&quot;g&quot;;break;case&quot;%&quot;:g=100,m=&quot;%&quot;,p=&quot;f&quot;;break;case&quot;p&quot;:g=100,m=&quot;%&quot;,p=&quot;r&quot;;break;case&quot;b&quot;:case&quot;o&quot;:case&quot;x&quot;:case&quot;X&quot;:&quot;#&quot;===u&amp;&amp;(v=&quot;0&quot;+p.toLowerCase());case&quot;c&quot;:b=!1;case&quot;d&quot;:y=!0,d=0;break;case&quot;s&quot;:g=-1,p=&quot;r&quot;}&quot;$&quot;===u&amp;&amp;(v=a[0],m=a[1]),&quot;r&quot;!=p||d||(p=&quot;g&quot;),null!=d&amp;&amp;(&quot;g&quot;==p?d=Math.max(1,Math.min(21,d)):&quot;e&quot;!=p&amp;&amp;&quot;f&quot;!=p||(d=Math.max(0,Math.min(20,d)))),p=Oe.get(p)||Re;var x=c&amp;&amp;h;return function(e){var n=m;if(y&amp;&amp;e%1)return&quot;&quot;;var a=e&lt;0||0===e&amp;&amp;1/e&lt;0?(e=-e,&quot;-&quot;):&quot;-&quot;===l?&quot;&quot;:l;if(g&lt;0){var u=t.formatPrefix(e,d);e=u.scale(e),n=u.symbol+m}else e*=g;var _,w,A=(e=p(e,d)).lastIndexOf(&quot;.&quot;);if(A&lt;0){var M=b?e.lastIndexOf(&quot;e&quot;):-1;M&lt;0?(_=e,w=&quot;&quot;):(_=e.substring(0,M),w=e.substring(M))}else _=e.substring(0,A),w=r+e.substring(A+1);!c&amp;&amp;h&amp;&amp;(_=o(_,1/0));var T=v.length+_.length+w.length+(x?0:a.length),k=T&lt;f?new Array(T=f-T+1).join(i):&quot;&quot;;return x&amp;&amp;(_=o(k+_,k.length?f-w.length:1/0)),a+=v,e=_+w,(&quot;&lt;&quot;===s?a+e+k:&quot;&gt;&quot;===s?k+a+e:&quot;^&quot;===s?k.substring(0,T&gt;&gt;=1)+a+e+k.substring(T):a+(x?e:k+e))+n}}}(e),timeFormat:function(e){var r=e.dateTime,n=e.date,i=e.time,a=e.periods,o=e.days,s=e.shortDays,l=e.months,u=e.shortMonths;function c(t){var e=t.length;function r(r){for(var n,i,a,o=[],s=-1,l=0;++s&lt;e;)37===t.charCodeAt(s)&amp;&amp;(o.push(t.slice(l,s)),null!=(i=je[n=t.charAt(++s)])&amp;&amp;(n=t.charAt(++s)),(a=_[n])&amp;&amp;(n=a(r,null==i?&quot;e&quot;===n?&quot; &quot;:&quot;0&quot;:i)),o.push(n),l=s+1);return o.push(t.slice(l,s)),o.join(&quot;&quot;)}return r.parse=function(e){var r={y:1900,m:0,d:1,H:0,M:0,S:0,L:0,Z:null};if(f(r,t,e,0)!=e.length)return null;&quot;p&quot;in r&amp;&amp;(r.H=r.H%12+12*r.p);var n=null!=r.Z&amp;&amp;ze!==Ie,i=new(n?Ie:ze);return&quot;j&quot;in r?i.setFullYear(r.y,0,r.j):&quot;W&quot;in r||&quot;U&quot;in r?(&quot;w&quot;in r||(r.w=&quot;W&quot;in r?1:0),i.setFullYear(r.y,0,1),i.setFullYear(r.y,0,&quot;W&quot;in r?(r.w+6)%7+7*r.W-(i.getDay()+5)%7:r.w+7*r.U-(i.getDay()+6)%7)):i.setFullYear(r.y,r.m,r.d),i.setHours(r.H+(r.Z/100|0),r.M+r.Z%100,r.S,r.L),n?i._:i},r.toString=function(){return t},r}function f(t,e,r,n){for(var i,a,o,s=0,l=e.length,u=r.length;s&lt;l;){if(n&gt;=u)return-1;if(37===(i=e.charCodeAt(s++))){if(o=e.charAt(s++),!(a=w[o in je?e.charAt(s++):o])||(n=a(t,r,n))&lt;0)return-1}else if(i!=r.charCodeAt(n++))return-1}return n}c.utc=function(t){var e=c(t);function r(t){try{var r=new(ze=Ie);return r._=t,e(r)}finally{ze=Date}}return r.parse=function(t){try{ze=Ie;var r=e.parse(t);return r&amp;&amp;r._}finally{ze=Date}},r.toString=e.toString,r},c.multi=c.utc.multi=or;var h=t.map(),d=He(o),p=qe(o),g=He(s),v=qe(s),m=He(l),y=qe(l),b=He(u),x=qe(u);a.forEach(function(t,e){h.set(t.toLowerCase(),e)});var _={a:function(t){return s[t.getDay()]},A:function(t){return o[t.getDay()]},b:function(t){return u[t.getMonth()]},B:function(t){return l[t.getMonth()]},c:c(r),d:function(t,e){return Ve(t.getDate(),e,2)},e:function(t,e){return Ve(t.getDate(),e,2)},H:function(t,e){return Ve(t.getHours(),e,2)},I:function(t,e){return Ve(t.getHours()%12||12,e,2)},j:function(t,e){return Ve(1+Pe.dayOfYear(t),e,3)},L:function(t,e){return Ve(t.getMilliseconds(),e,3)},m:function(t,e){return Ve(t.getMonth()+1,e,2)},M:function(t,e){return Ve(t.getMinutes(),e,2)},p:function(t){return a[+(t.getHours()&gt;=12)]},S:function(t,e){return Ve(t.getSeconds(),e,2)},U:function(t,e){return Ve(Pe.sundayOfYear(t),e,2)},w:function(t){return t.getDay()},W:function(t,e){return Ve(Pe.mondayOfYear(t),e,2)},x:c(n),X:c(i),y:function(t,e){return Ve(t.getFullYear()%100,e,2)},Y:function(t,e){return Ve(t.getFullYear()%1e4,e,4)},Z:ir,&quot;%&quot;:function(){return&quot;%&quot;}},w={a:function(t,e,r){g.lastIndex=0;var n=g.exec(e.slice(r));return n?(t.w=v.get(n[0].toLowerCase()),r+n[0].length):-1},A:function(t,e,r){d.lastIndex=0;var n=d.exec(e.slice(r));return n?(t.w=p.get(n[0].toLowerCase()),r+n[0].length):-1},b:function(t,e,r){b.lastIndex=0;var n=b.exec(e.slice(r));return n?(t.m=x.get(n[0].toLowerCase()),r+n[0].length):-1},B:function(t,e,r){m.lastIndex=0;var n=m.exec(e.slice(r));return n?(t.m=y.get(n[0].toLowerCase()),r+n[0].length):-1},c:function(t,e,r){return f(t,_.c.toString(),e,r)},d:Je,e:Je,H:tr,I:tr,j:Ke,L:nr,m:$e,M:er,p:function(t,e,r){var n=h.get(e.slice(r,r+=2).toLowerCase());return null==n?-1:(t.p=n,r)},S:rr,U:Xe,w:Ge,W:We,x:function(t,e,r){return f(t,_.x.toString(),e,r)},X:function(t,e,r){return f(t,_.X.toString(),e,r)},y:Ze,Y:Ye,Z:Qe,&quot;%&quot;:ar};return c}(e)}};var sr=t.locale({decimal:&quot;.&quot;,thousands:&quot;,&quot;,grouping:[3],currency:[&quot;$&quot;,&quot;&quot;],dateTime:&quot;%a %b %e %X %Y&quot;,date:&quot;%m/%d/%Y&quot;,time:&quot;%H:%M:%S&quot;,periods:[&quot;AM&quot;,&quot;PM&quot;],days:[&quot;Sunday&quot;,&quot;Monday&quot;,&quot;Tuesday&quot;,&quot;Wednesday&quot;,&quot;Thursday&quot;,&quot;Friday&quot;,&quot;Saturday&quot;],shortDays:[&quot;Sun&quot;,&quot;Mon&quot;,&quot;Tue&quot;,&quot;Wed&quot;,&quot;Thu&quot;,&quot;Fri&quot;,&quot;Sat&quot;],months:[&quot;January&quot;,&quot;February&quot;,&quot;March&quot;,&quot;April&quot;,&quot;May&quot;,&quot;June&quot;,&quot;July&quot;,&quot;August&quot;,&quot;September&quot;,&quot;October&quot;,&quot;November&quot;,&quot;December&quot;],shortMonths:[&quot;Jan&quot;,&quot;Feb&quot;,&quot;Mar&quot;,&quot;Apr&quot;,&quot;May&quot;,&quot;Jun&quot;,&quot;Jul&quot;,&quot;Aug&quot;,&quot;Sep&quot;,&quot;Oct&quot;,&quot;Nov&quot;,&quot;Dec&quot;]});function lr(){}t.format=sr.numberFormat,t.geo={},lr.prototype={s:0,t:0,add:function(t){cr(t,this.t,ur),cr(ur.s,this.s,this),this.s?this.t+=ur.t:this.s=ur.t},reset:function(){this.s=this.t=0},valueOf:function(){return this.s}};var ur=new lr;function cr(t,e,r){var n=r.s=t+e,i=n-t,a=n-i;r.t=t-a+(e-i)}function fr(t,e){t&amp;&amp;dr.hasOwnProperty(t.type)&amp;&amp;dr[t.type](t,e)}t.geo.stream=function(t,e){t&amp;&amp;hr.hasOwnProperty(t.type)?hr[t.type](t,e):fr(t,e)};var hr={Feature:function(t,e){fr(t.geometry,e)},FeatureCollection:function(t,e){for(var r=t.features,n=-1,i=r.length;++n&lt;i;)fr(r[n].geometry,e)}},dr={Sphere:function(t,e){e.sphere()},Point:function(t,e){t=t.coordinates,e.point(t[0],t[1],t[2])},MultiPoint:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n&lt;i;)t=r[n],e.point(t[0],t[1],t[2])},LineString:function(t,e){pr(t.coordinates,e,0)},MultiLineString:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n&lt;i;)pr(r[n],e,0)},Polygon:function(t,e){gr(t.coordinates,e)},MultiPolygon:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n&lt;i;)gr(r[n],e)},GeometryCollection:function(t,e){for(var r=t.geometries,n=-1,i=r.length;++n&lt;i;)fr(r[n],e)}};function pr(t,e,r){var n,i=-1,a=t.length-r;for(e.lineStart();++i&lt;a;)n=t[i],e.point(n[0],n[1],n[2]);e.lineEnd()}function gr(t,e){var r=-1,n=t.length;for(e.polygonStart();++r&lt;n;)pr(t[r],e,1);e.polygonEnd()}t.geo.area=function(e){return vr=0,t.geo.stream(e,Sr),vr};var vr,mr,yr,br,xr,_r,wr,Ar,Mr,Tr,kr,Er,Lr=new lr,Sr={sphere:function(){vr+=4*Tt},point:I,lineStart:I,lineEnd:I,polygonStart:function(){Lr.reset(),Sr.lineStart=Cr},polygonEnd:function(){var t=2*Lr;vr+=t&lt;0?4*Tt+t:t,Sr.lineStart=Sr.lineEnd=Sr.point=I}};function Cr(){var t,e,r,n,i;function a(t,e){e=e*St/2+Tt/4;var a=(t*=St)-r,o=a&gt;=0?1:-1,s=o*a,l=Math.cos(e),u=Math.sin(e),c=i*u,f=n*l+c*Math.cos(s),h=c*o*Math.sin(s);Lr.add(Math.atan2(h,f)),r=t,n=l,i=u}Sr.point=function(o,s){Sr.point=a,r=(t=o)*St,n=Math.cos(s=(e=s)*St/2+Tt/4),i=Math.sin(s)},Sr.lineEnd=function(){a(t,e)}}function Or(t){var e=t[0],r=t[1],n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}function Rr(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]}function Pr(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}function zr(t,e){t[0]+=e[0],t[1]+=e[1],t[2]+=e[2]}function Ir(t,e){return[t[0]*e,t[1]*e,t[2]*e]}function Nr(t){var e=Math.sqrt(t[0]*t[0]+t[1]*t[1]+t[2]*t[2]);t[0]/=e,t[1]/=e,t[2]/=e}function Dr(t){return[Math.atan2(t[1],t[0]),zt(t[2])]}function Fr(t,e){return y(t[0]-e[0])&lt;At&amp;&amp;y(t[1]-e[1])&lt;At}t.geo.bounds=function(){var e,r,n,i,a,o,s,l,u,c,f,h={point:d,lineStart:g,lineEnd:v,polygonStart:function(){h.point=m,h.lineStart=b,h.lineEnd=x,u=0,Sr.polygonStart()},polygonEnd:function(){Sr.polygonEnd(),h.point=d,h.lineStart=g,h.lineEnd=v,Lr&lt;0?(e=-(n=180),r=-(i=90)):u&gt;At?i=90:u&lt;-At&amp;&amp;(r=-90),f[0]=e,f[1]=n}};function d(t,a){c.push(f=[e=t,n=t]),a&lt;r&amp;&amp;(r=a),a&gt;i&amp;&amp;(i=a)}function p(t,o){var s=Or([t*St,o*St]);if(l){var u=Pr(l,s),c=Pr([u[1],-u[0],0],u);Nr(c),c=Dr(c);var f=t-a,h=f&gt;0?1:-1,p=c[0]*Ct*h,g=y(f)&gt;180;if(g^(h*a&lt;p&amp;&amp;p&lt;h*t))(v=c[1]*Ct)&gt;i&amp;&amp;(i=v);else if(g^(h*a&lt;(p=(p+360)%360-180)&amp;&amp;p&lt;h*t)){var v;(v=-c[1]*Ct)&lt;r&amp;&amp;(r=v)}else o&lt;r&amp;&amp;(r=o),o&gt;i&amp;&amp;(i=o);g?t&lt;a?_(e,t)&gt;_(e,n)&amp;&amp;(n=t):_(t,n)&gt;_(e,n)&amp;&amp;(e=t):n&gt;=e?(t&lt;e&amp;&amp;(e=t),t&gt;n&amp;&amp;(n=t)):t&gt;a?_(e,t)&gt;_(e,n)&amp;&amp;(n=t):_(t,n)&gt;_(e,n)&amp;&amp;(e=t)}else d(t,o);l=s,a=t}function g(){h.point=p}function v(){f[0]=e,f[1]=n,h.point=d,l=null}function m(t,e){if(l){var r=t-a;u+=y(r)&gt;180?r+(r&gt;0?360:-360):r}else o=t,s=e;Sr.point(t,e),p(t,e)}function b(){Sr.lineStart()}function x(){m(o,s),Sr.lineEnd(),y(u)&gt;At&amp;&amp;(e=-(n=180)),f[0]=e,f[1]=n,l=null}function _(t,e){return(e-=t)&lt;0?e+360:e}function w(t,e){return t[0]-e[0]}function A(t,e){return e[0]&lt;=e[1]?e[0]&lt;=t&amp;&amp;t&lt;=e[1]:t&lt;e[0]||e[1]&lt;t}return function(a){if(i=n=-(e=r=1/0),c=[],t.geo.stream(a,h),u=c.length){c.sort(w);for(var o=1,s=[g=c[0]];o&lt;u;++o)A((d=c[o])[0],g)||A(d[1],g)?(_(g[0],d[1])&gt;_(g[0],g[1])&amp;&amp;(g[1]=d[1]),_(d[0],g[1])&gt;_(g[0],g[1])&amp;&amp;(g[0]=d[0])):s.push(g=d);for(var l,u,d,p=-1/0,g=(o=0,s[u=s.length-1]);o&lt;=u;g=d,++o)d=s[o],(l=_(g[1],d[0]))&gt;p&amp;&amp;(p=l,e=d[0],n=g[1])}return c=f=null,e===1/0||r===1/0?[[NaN,NaN],[NaN,NaN]]:[[e,r],[n,i]]}}(),t.geo.centroid=function(e){mr=yr=br=xr=_r=wr=Ar=Mr=Tr=kr=Er=0,t.geo.stream(e,jr);var r=Tr,n=kr,i=Er,a=r*r+n*n+i*i;return a&lt;Mt&amp;&amp;(r=wr,n=Ar,i=Mr,yr&lt;At&amp;&amp;(r=br,n=xr,i=_r),(a=r*r+n*n+i*i)&lt;Mt)?[NaN,NaN]:[Math.atan2(n,r)*Ct,zt(i/Math.sqrt(a))*Ct]};var jr={sphere:I,point:Br,lineStart:Vr,lineEnd:Hr,polygonStart:function(){jr.lineStart=qr},polygonEnd:function(){jr.lineStart=Vr}};function Br(t,e){t*=St;var r=Math.cos(e*=St);Ur(r*Math.cos(t),r*Math.sin(t),Math.sin(e))}function Ur(t,e,r){br+=(t-br)/++mr,xr+=(e-xr)/mr,_r+=(r-_r)/mr}function Vr(){var t,e,r;function n(n,i){n*=St;var a=Math.cos(i*=St),o=a*Math.cos(n),s=a*Math.sin(n),l=Math.sin(i),u=Math.atan2(Math.sqrt((u=e*l-r*s)*u+(u=r*o-t*l)*u+(u=t*s-e*o)*u),t*o+e*s+r*l);yr+=u,wr+=u*(t+(t=o)),Ar+=u*(e+(e=s)),Mr+=u*(r+(r=l)),Ur(t,e,r)}jr.point=function(i,a){i*=St;var o=Math.cos(a*=St);t=o*Math.cos(i),e=o*Math.sin(i),r=Math.sin(a),jr.point=n,Ur(t,e,r)}}function Hr(){jr.point=Br}function qr(){var t,e,r,n,i;function a(t,e){t*=St;var a=Math.cos(e*=St),o=a*Math.cos(t),s=a*Math.sin(t),l=Math.sin(e),u=n*l-i*s,c=i*o-r*l,f=r*s-n*o,h=Math.sqrt(u*u+c*c+f*f),d=r*o+n*s+i*l,p=h&amp;&amp;-Pt(d)/h,g=Math.atan2(h,d);Tr+=p*u,kr+=p*c,Er+=p*f,yr+=g,wr+=g*(r+(r=o)),Ar+=g*(n+(n=s)),Mr+=g*(i+(i=l)),Ur(r,n,i)}jr.point=function(o,s){t=o,e=s,jr.point=a,o*=St;var l=Math.cos(s*=St);r=l*Math.cos(o),n=l*Math.sin(o),i=Math.sin(s),Ur(r,n,i)},jr.lineEnd=function(){a(t,e),jr.lineEnd=Hr,jr.point=Br}}function Gr(t,e){function r(r,n){return r=t(r,n),e(r[0],r[1])}return t.invert&amp;&amp;e.invert&amp;&amp;(r.invert=function(r,n){return(r=e.invert(r,n))&amp;&amp;t.invert(r[0],r[1])}),r}function Xr(){return!0}function Wr(t,e,r,n,i){var a=[],o=[];if(t.forEach(function(t){if(!((e=t.length-1)&lt;=0)){var e,r=t[0],n=t[e];if(Fr(r,n)){i.lineStart();for(var s=0;s&lt;e;++s)i.point((r=t[s])[0],r[1]);i.lineEnd()}else{var l=new Zr(r,t,null,!0),u=new Zr(r,null,l,!1);l.o=u,a.push(l),o.push(u),l=new Zr(n,t,null,!1),u=new Zr(n,null,l,!0),l.o=u,a.push(l),o.push(u)}}}),o.sort(e),Yr(a),Yr(o),a.length){for(var s=0,l=r,u=o.length;s&lt;u;++s)o[s].e=l=!l;for(var c,f,h=a[0];;){for(var d=h,p=!0;d.v;)if((d=d.n)===h)return;c=d.z,i.lineStart();do{if(d.v=d.o.v=!0,d.e){if(p)for(s=0,u=c.length;s&lt;u;++s)i.point((f=c[s])[0],f[1]);else n(d.x,d.n.x,1,i);d=d.n}else{if(p)for(s=(c=d.p.z).length-1;s&gt;=0;--s)i.point((f=c[s])[0],f[1]);else n(d.x,d.p.x,-1,i);d=d.p}c=(d=d.o).z,p=!p}while(!d.v);i.lineEnd()}}}function Yr(t){if(e=t.length){for(var e,r,n=0,i=t[0];++n&lt;e;)i.n=r=t[n],r.p=i,i=r;i.n=r=t[0],r.p=i}}function Zr(t,e,r,n){this.x=t,this.z=e,this.o=r,this.e=n,this.v=!1,this.n=this.p=null}function Qr(e,r,n,i){return function(a,o){var s,l=r(o),u=a.invert(i[0],i[1]),c={point:f,lineStart:d,lineEnd:p,polygonStart:function(){c.point=x,c.lineStart=_,c.lineEnd=w,s=[],g=[]},polygonEnd:function(){c.point=f,c.lineStart=d,c.lineEnd=p,s=t.merge(s);var e=function(t,e){var r=t[0],n=t[1],i=[Math.sin(r),-Math.cos(r),0],a=0,o=0;Lr.reset();for(var s=0,l=e.length;s&lt;l;++s){var u=e[s],c=u.length;if(c)for(var f=u[0],h=f[0],d=f[1]/2+Tt/4,p=Math.sin(d),g=Math.cos(d),v=1;;){v===c&amp;&amp;(v=0);var m=(t=u[v])[0],y=t[1]/2+Tt/4,b=Math.sin(y),x=Math.cos(y),_=m-h,w=_&gt;=0?1:-1,A=w*_,M=A&gt;Tt,T=p*b;if(Lr.add(Math.atan2(T*w*Math.sin(A),g*x+T*Math.cos(A))),a+=M?_+w*kt:_,M^h&gt;=r^m&gt;=r){var k=Pr(Or(f),Or(t));Nr(k);var E=Pr(i,k);Nr(E);var L=(M^_&gt;=0?-1:1)*zt(E[2]);(n&gt;L||n===L&amp;&amp;(k[0]||k[1]))&amp;&amp;(o+=M^_&gt;=0?1:-1)}if(!v++)break;h=m,p=b,g=x,f=t}}return(a&lt;-At||a&lt;At&amp;&amp;Lr&lt;-At)^1&amp;o}(u,g);s.length?(b||(o.polygonStart(),b=!0),Wr(s,Kr,e,n,o)):e&amp;&amp;(b||(o.polygonStart(),b=!0),o.lineStart(),n(null,null,1,o),o.lineEnd()),b&amp;&amp;(o.polygonEnd(),b=!1),s=g=null},sphere:function(){o.polygonStart(),o.lineStart(),n(null,null,1,o),o.lineEnd(),o.polygonEnd()}};function f(t,r){var n=a(t,r);e(t=n[0],r=n[1])&amp;&amp;o.point(t,r)}function h(t,e){var r=a(t,e);l.point(r[0],r[1])}function d(){c.point=h,l.lineStart()}function p(){c.point=f,l.lineEnd()}var g,v,m=Jr(),y=r(m),b=!1;function x(t,e){v.push([t,e]);var r=a(t,e);y.point(r[0],r[1])}function _(){y.lineStart(),v=[]}function w(){x(v[0][0],v[0][1]),y.lineEnd();var t,e=y.clean(),r=m.buffer(),n=r.length;if(v.pop(),g.push(v),v=null,n)if(1&amp;e){var i,a=-1;if((n=(t=r[0]).length-1)&gt;0){for(b||(o.polygonStart(),b=!0),o.lineStart();++a&lt;n;)o.point((i=t[a])[0],i[1]);o.lineEnd()}}else n&gt;1&amp;&amp;2&amp;e&amp;&amp;r.push(r.pop().concat(r.shift())),s.push(r.filter($r))}return c}}function $r(t){return t.length&gt;1}function Jr(){var t,e=[];return{lineStart:function(){e.push(t=[])},point:function(e,r){t.push([e,r])},lineEnd:I,buffer:function(){var r=e;return e=[],t=null,r},rejoin:function(){e.length&gt;1&amp;&amp;e.push(e.pop().concat(e.shift()))}}}function Kr(t,e){return((t=t.x)[0]&lt;0?t[1]-Lt-At:Lt-t[1])-((e=e.x)[0]&lt;0?e[1]-Lt-At:Lt-e[1])}var tn=Qr(Xr,function(t){var e,r=NaN,n=NaN,i=NaN;return{lineStart:function(){t.lineStart(),e=1},point:function(a,o){var s=a&gt;0?Tt:-Tt,l=y(a-r);y(l-Tt)&lt;At?(t.point(r,n=(n+o)/2&gt;0?Lt:-Lt),t.point(i,n),t.lineEnd(),t.lineStart(),t.point(s,n),t.point(a,n),e=0):i!==s&amp;&amp;l&gt;=Tt&amp;&amp;(y(r-i)&lt;At&amp;&amp;(r-=i*At),y(a-s)&lt;At&amp;&amp;(a-=s*At),n=function(t,e,r,n){var i,a,o=Math.sin(t-r);return y(o)&gt;At?Math.atan((Math.sin(e)*(a=Math.cos(n))*Math.sin(r)-Math.sin(n)*(i=Math.cos(e))*Math.sin(t))/(i*a*o)):(e+n)/2}(r,n,a,o),t.point(i,n),t.lineEnd(),t.lineStart(),t.point(s,n),e=0),t.point(r=a,n=o),i=s},lineEnd:function(){t.lineEnd(),r=n=NaN},clean:function(){return 2-e}}},function(t,e,r,n){var i;if(null==t)i=r*Lt,n.point(-Tt,i),n.point(0,i),n.point(Tt,i),n.point(Tt,0),n.point(Tt,-i),n.point(0,-i),n.point(-Tt,-i),n.point(-Tt,0),n.point(-Tt,i);else if(y(t[0]-e[0])&gt;At){var a=t[0]&lt;e[0]?Tt:-Tt;i=r*a/2,n.point(-a,i),n.point(0,i),n.point(a,i)}else n.point(e[0],e[1])},[-Tt,-Tt/2]);function en(t,e,r,n){return function(i){var a,o=i.a,s=i.b,l=o.x,u=o.y,c=0,f=1,h=s.x-l,d=s.y-u;if(a=t-l,h||!(a&gt;0)){if(a/=h,h&lt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}else if(h&gt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}if(a=r-l,h||!(a&lt;0)){if(a/=h,h&lt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}else if(h&gt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}if(a=e-u,d||!(a&gt;0)){if(a/=d,d&lt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}else if(d&gt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}if(a=n-u,d||!(a&lt;0)){if(a/=d,d&lt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}else if(d&gt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}return c&gt;0&amp;&amp;(i.a={x:l+c*h,y:u+c*d}),f&lt;1&amp;&amp;(i.b={x:l+f*h,y:u+f*d}),i}}}}}}var rn=1e9;function nn(e,r,n,i){return function(l){var u,c,f,h,d,p,g,v,m,y,b,x=l,_=Jr(),w=en(e,r,n,i),A={point:k,lineStart:function(){A.point=E,c&amp;&amp;c.push(f=[]);y=!0,m=!1,g=v=NaN},lineEnd:function(){u&amp;&amp;(E(h,d),p&amp;&amp;m&amp;&amp;_.rejoin(),u.push(_.buffer()));A.point=k,m&amp;&amp;l.lineEnd()},polygonStart:function(){l=_,u=[],c=[],b=!0},polygonEnd:function(){l=x,u=t.merge(u);var r=function(t){for(var e=0,r=c.length,n=t[1],i=0;i&lt;r;++i)for(var a,o=1,s=c[i],l=s.length,u=s[0];o&lt;l;++o)a=s[o],u[1]&lt;=n?a[1]&gt;n&amp;&amp;Rt(u,a,t)&gt;0&amp;&amp;++e:a[1]&lt;=n&amp;&amp;Rt(u,a,t)&lt;0&amp;&amp;--e,u=a;return 0!==e}([e,i]),n=b&amp;&amp;r,a=u.length;(n||a)&amp;&amp;(l.polygonStart(),n&amp;&amp;(l.lineStart(),M(null,null,1,l),l.lineEnd()),a&amp;&amp;Wr(u,o,r,M,l),l.polygonEnd()),u=c=f=null}};function M(t,o,l,u){var c=0,f=0;if(null==t||(c=a(t,l))!==(f=a(o,l))||s(t,o)&lt;0^l&gt;0)do{u.point(0===c||3===c?e:n,c&gt;1?i:r)}while((c=(c+l+4)%4)!==f);else u.point(o[0],o[1])}function T(t,a){return e&lt;=t&amp;&amp;t&lt;=n&amp;&amp;r&lt;=a&amp;&amp;a&lt;=i}function k(t,e){T(t,e)&amp;&amp;l.point(t,e)}function E(t,e){var r=T(t=Math.max(-rn,Math.min(rn,t)),e=Math.max(-rn,Math.min(rn,e)));if(c&amp;&amp;f.push([t,e]),y)h=t,d=e,p=r,y=!1,r&amp;&amp;(l.lineStart(),l.point(t,e));else if(r&amp;&amp;m)l.point(t,e);else{var n={a:{x:g,y:v},b:{x:t,y:e}};w(n)?(m||(l.lineStart(),l.point(n.a.x,n.a.y)),l.point(n.b.x,n.b.y),r||l.lineEnd(),b=!1):r&amp;&amp;(l.lineStart(),l.point(t,e),b=!1)}g=t,v=e,m=r}return A};function a(t,i){return y(t[0]-e)&lt;At?i&gt;0?0:3:y(t[0]-n)&lt;At?i&gt;0?2:1:y(t[1]-r)&lt;At?i&gt;0?1:0:i&gt;0?3:2}function o(t,e){return s(t.x,e.x)}function s(t,e){var r=a(t,1),n=a(e,1);return r!==n?r-n:0===r?e[1]-t[1]:1===r?t[0]-e[0]:2===r?t[1]-e[1]:e[0]-t[0]}}function an(t){var e=0,r=Tt/3,n=Sn(t),i=n(e,r);return i.parallels=function(t){return arguments.length?n(e=t[0]*Tt/180,r=t[1]*Tt/180):[e/Tt*180,r/Tt*180]},i}function on(t,e){var r=Math.sin(t),n=(r+Math.sin(e))/2,i=1+r*(2*n-r),a=Math.sqrt(i)/n;function o(t,e){var r=Math.sqrt(i-2*n*Math.sin(e))/n;return[r*Math.sin(t*=n),a-r*Math.cos(t)]}return o.invert=function(t,e){var r=a-e;return[Math.atan2(t,r)/n,zt((i-(t*t+r*r)*n*n)/(2*n))]},o}t.geo.clipExtent=function(){var t,e,r,n,i,a,o={stream:function(t){return i&amp;&amp;(i.valid=!1),(i=a(t)).valid=!0,i},extent:function(s){return arguments.length?(a=nn(t=+s[0][0],e=+s[0][1],r=+s[1][0],n=+s[1][1]),i&amp;&amp;(i.valid=!1,i=null),o):[[t,e],[r,n]]}};return o.extent([[0,0],[960,500]])},(t.geo.conicEqualArea=function(){return an(on)}).raw=on,t.geo.albers=function(){return t.geo.conicEqualArea().rotate([96,0]).center([-.6,38.7]).parallels([29.5,45.5]).scale(1070)},t.geo.albersUsa=function(){var e,r,n,i,a=t.geo.albers(),o=t.geo.conicEqualArea().rotate([154,0]).center([-2,58.5]).parallels([55,65]),s=t.geo.conicEqualArea().rotate([157,0]).center([-3,19.9]).parallels([8,18]),l={point:function(t,r){e=[t,r]}};function u(t){var a=t[0],o=t[1];return e=null,r(a,o),e||(n(a,o),e)||i(a,o),e}return u.invert=function(t){var e=a.scale(),r=a.translate(),n=(t[0]-r[0])/e,i=(t[1]-r[1])/e;return(i&gt;=.12&amp;&amp;i&lt;.234&amp;&amp;n&gt;=-.425&amp;&amp;n&lt;-.214?o:i&gt;=.166&amp;&amp;i&lt;.234&amp;&amp;n&gt;=-.214&amp;&amp;n&lt;-.115?s:a).invert(t)},u.stream=function(t){var e=a.stream(t),r=o.stream(t),n=s.stream(t);return{point:function(t,i){e.point(t,i),r.point(t,i),n.point(t,i)},sphere:function(){e.sphere(),r.sphere(),n.sphere()},lineStart:function(){e.lineStart(),r.lineStart(),n.lineStart()},lineEnd:function(){e.lineEnd(),r.lineEnd(),n.lineEnd()},polygonStart:function(){e.polygonStart(),r.polygonStart(),n.polygonStart()},polygonEnd:function(){e.polygonEnd(),r.polygonEnd(),n.polygonEnd()}}},u.precision=function(t){return arguments.length?(a.precision(t),o.precision(t),s.precision(t),u):a.precision()},u.scale=function(t){return arguments.length?(a.scale(t),o.scale(.35*t),s.scale(t),u.translate(a.translate())):a.scale()},u.translate=function(t){if(!arguments.length)return a.translate();var e=a.scale(),c=+t[0],f=+t[1];return r=a.translate(t).clipExtent([[c-.455*e,f-.238*e],[c+.455*e,f+.238*e]]).stream(l).point,n=o.translate([c-.307*e,f+.201*e]).clipExtent([[c-.425*e+At,f+.12*e+At],[c-.214*e-At,f+.234*e-At]]).stream(l).point,i=s.translate([c-.205*e,f+.212*e]).clipExtent([[c-.214*e+At,f+.166*e+At],[c-.115*e-At,f+.234*e-At]]).stream(l).point,u},u.scale(1070)};var sn,ln,un,cn,fn,hn,dn={point:I,lineStart:I,lineEnd:I,polygonStart:function(){ln=0,dn.lineStart=pn},polygonEnd:function(){dn.lineStart=dn.lineEnd=dn.point=I,sn+=y(ln/2)}};function pn(){var t,e,r,n;function i(t,e){ln+=n*t-r*e,r=t,n=e}dn.point=function(a,o){dn.point=i,t=r=a,e=n=o},dn.lineEnd=function(){i(t,e)}}var gn={point:function(t,e){t&lt;un&amp;&amp;(un=t);t&gt;fn&amp;&amp;(fn=t);e&lt;cn&amp;&amp;(cn=e);e&gt;hn&amp;&amp;(hn=e)},lineStart:I,lineEnd:I,polygonStart:I,polygonEnd:I};function vn(){var t=mn(4.5),e=[],r={point:n,lineStart:function(){r.point=i},lineEnd:o,polygonStart:function(){r.lineEnd=s},polygonEnd:function(){r.lineEnd=o,r.point=n},pointRadius:function(e){return t=mn(e),r},result:function(){if(e.length){var t=e.join(&quot;&quot;);return e=[],t}}};function n(r,n){e.push(&quot;M&quot;,r,&quot;,&quot;,n,t)}function i(t,n){e.push(&quot;M&quot;,t,&quot;,&quot;,n),r.point=a}function a(t,r){e.push(&quot;L&quot;,t,&quot;,&quot;,r)}function o(){r.point=n}function s(){e.push(&quot;Z&quot;)}return r}function mn(t){return&quot;m0,&quot;+t+&quot;a&quot;+t+&quot;,&quot;+t+&quot; 0 1,1 0,&quot;+-2*t+&quot;a&quot;+t+&quot;,&quot;+t+&quot; 0 1,1 0,&quot;+2*t+&quot;z&quot;}var yn,bn={point:xn,lineStart:_n,lineEnd:wn,polygonStart:function(){bn.lineStart=An},polygonEnd:function(){bn.point=xn,bn.lineStart=_n,bn.lineEnd=wn}};function xn(t,e){br+=t,xr+=e,++_r}function _n(){var t,e;function r(r,n){var i=r-t,a=n-e,o=Math.sqrt(i*i+a*a);wr+=o*(t+r)/2,Ar+=o*(e+n)/2,Mr+=o,xn(t=r,e=n)}bn.point=function(n,i){bn.point=r,xn(t=n,e=i)}}function wn(){bn.point=xn}function An(){var t,e,r,n;function i(t,e){var i=t-r,a=e-n,o=Math.sqrt(i*i+a*a);wr+=o*(r+t)/2,Ar+=o*(n+e)/2,Mr+=o,Tr+=(o=n*t-r*e)*(r+t),kr+=o*(n+e),Er+=3*o,xn(r=t,n=e)}bn.point=function(a,o){bn.point=i,xn(t=r=a,e=n=o)},bn.lineEnd=function(){i(t,e)}}function Mn(t){var e=4.5,r={point:n,lineStart:function(){r.point=i},lineEnd:o,polygonStart:function(){r.lineEnd=s},polygonEnd:function(){r.lineEnd=o,r.point=n},pointRadius:function(t){return e=t,r},result:I};function n(r,n){t.moveTo(r+e,n),t.arc(r,n,e,0,kt)}function i(e,n){t.moveTo(e,n),r.point=a}function a(e,r){t.lineTo(e,r)}function o(){r.point=n}function s(){t.closePath()}return r}function Tn(t){var e=.5,r=Math.cos(30*St),n=16;function i(e){return(n?function(e){var r,i,o,s,l,u,c,f,h,d,p,g,v={point:m,lineStart:y,lineEnd:x,polygonStart:function(){e.polygonStart(),v.lineStart=_},polygonEnd:function(){e.polygonEnd(),v.lineStart=y}};function m(r,n){r=t(r,n),e.point(r[0],r[1])}function y(){f=NaN,v.point=b,e.lineStart()}function b(r,i){var o=Or([r,i]),s=t(r,i);a(f,h,c,d,p,g,f=s[0],h=s[1],c=r,d=o[0],p=o[1],g=o[2],n,e),e.point(f,h)}function x(){v.point=m,e.lineEnd()}function _(){y(),v.point=w,v.lineEnd=A}function w(t,e){b(r=t,e),i=f,o=h,s=d,l=p,u=g,v.point=b}function A(){a(f,h,c,d,p,g,i,o,r,s,l,u,n,e),v.lineEnd=x,x()}return v}:function(e){return En(e,function(r,n){r=t(r,n),e.point(r[0],r[1])})})(e)}function a(n,i,o,s,l,u,c,f,h,d,p,g,v,m){var b=c-n,x=f-i,_=b*b+x*x;if(_&gt;4*e&amp;&amp;v--){var w=s+d,A=l+p,M=u+g,T=Math.sqrt(w*w+A*A+M*M),k=Math.asin(M/=T),E=y(y(M)-1)&lt;At||y(o-h)&lt;At?(o+h)/2:Math.atan2(A,w),L=t(E,k),S=L[0],C=L[1],O=S-n,R=C-i,P=x*O-b*R;(P*P/_&gt;e||y((b*O+x*R)/_-.5)&gt;.3||s*d+l*p+u*g&lt;r)&amp;&amp;(a(n,i,o,s,l,u,S,C,E,w/=T,A/=T,M,v,m),m.point(S,C),a(S,C,E,w,A,M,c,f,h,d,p,g,v,m))}}return i.precision=function(t){return arguments.length?(n=(e=t*t)&gt;0&amp;&amp;16,i):Math.sqrt(e)},i}function kn(t){this.stream=t}function En(t,e){return{point:e,sphere:function(){t.sphere()},lineStart:function(){t.lineStart()},lineEnd:function(){t.lineEnd()},polygonStart:function(){t.polygonStart()},polygonEnd:function(){t.polygonEnd()}}}function Ln(t){return Sn(function(){return t})()}function Sn(e){var r,n,i,a,o,s,l=Tn(function(t,e){return[(t=r(t,e))[0]*u+a,o-t[1]*u]}),u=150,c=480,f=250,h=0,d=0,p=0,g=0,v=0,m=tn,b=O,x=null,_=null;function w(t){return[(t=i(t[0]*St,t[1]*St))[0]*u+a,o-t[1]*u]}function A(t){return(t=i.invert((t[0]-a)/u,(o-t[1])/u))&amp;&amp;[t[0]*Ct,t[1]*Ct]}function M(){i=Gr(n=Pn(p,g,v),r);var t=r(h,d);return a=c-t[0]*u,o=f+t[1]*u,T()}function T(){return s&amp;&amp;(s.valid=!1,s=null),w}return w.stream=function(t){return s&amp;&amp;(s.valid=!1),(s=Cn(m(n,l(b(t))))).valid=!0,s},w.clipAngle=function(t){return arguments.length?(m=null==t?(x=t,tn):function(t){var e=Math.cos(t),r=e&gt;0,n=y(e)&gt;At;return Qr(i,function(t){var e,s,l,u,c;return{lineStart:function(){u=l=!1,c=1},point:function(f,h){var d,p=[f,h],g=i(f,h),v=r?g?0:o(f,h):g?o(f+(f&lt;0?Tt:-Tt),h):0;if(!e&amp;&amp;(u=l=g)&amp;&amp;t.lineStart(),g!==l&amp;&amp;(d=a(e,p),(Fr(e,d)||Fr(p,d))&amp;&amp;(p[0]+=At,p[1]+=At,g=i(p[0],p[1]))),g!==l)c=0,g?(t.lineStart(),d=a(p,e),t.point(d[0],d[1])):(d=a(e,p),t.point(d[0],d[1]),t.lineEnd()),e=d;else if(n&amp;&amp;e&amp;&amp;r^g){var m;v&amp;s||!(m=a(p,e,!0))||(c=0,r?(t.lineStart(),t.point(m[0][0],m[0][1]),t.point(m[1][0],m[1][1]),t.lineEnd()):(t.point(m[1][0],m[1][1]),t.lineEnd(),t.lineStart(),t.point(m[0][0],m[0][1])))}!g||e&amp;&amp;Fr(e,p)||t.point(p[0],p[1]),e=p,l=g,s=v},lineEnd:function(){l&amp;&amp;t.lineEnd(),e=null},clean:function(){return c|(u&amp;&amp;l)&lt;&lt;1}}},Dn(t,6*St),r?[0,-t]:[-Tt,t-Tt]);function i(t,r){return Math.cos(t)*Math.cos(r)&gt;e}function a(t,r,n){var i=[1,0,0],a=Pr(Or(t),Or(r)),o=Rr(a,a),s=a[0],l=o-s*s;if(!l)return!n&amp;&amp;t;var u=e*o/l,c=-e*s/l,f=Pr(i,a),h=Ir(i,u);zr(h,Ir(a,c));var d=f,p=Rr(h,d),g=Rr(d,d),v=p*p-g*(Rr(h,h)-1);if(!(v&lt;0)){var m=Math.sqrt(v),b=Ir(d,(-p-m)/g);if(zr(b,h),b=Dr(b),!n)return b;var x,_=t[0],w=r[0],A=t[1],M=r[1];w&lt;_&amp;&amp;(x=_,_=w,w=x);var T=w-_,k=y(T-Tt)&lt;At;if(!k&amp;&amp;M&lt;A&amp;&amp;(x=A,A=M,M=x),k||T&lt;At?k?A+M&gt;0^b[1]&lt;(y(b[0]-_)&lt;At?A:M):A&lt;=b[1]&amp;&amp;b[1]&lt;=M:T&gt;Tt^(_&lt;=b[0]&amp;&amp;b[0]&lt;=w)){var E=Ir(d,(-p+m)/g);return zr(E,h),[b,Dr(E)]}}}function o(e,n){var i=r?t:Tt-t,a=0;return e&lt;-i?a|=1:e&gt;i&amp;&amp;(a|=2),n&lt;-i?a|=4:n&gt;i&amp;&amp;(a|=8),a}}((x=+t)*St),T()):x},w.clipExtent=function(t){return arguments.length?(_=t,b=t?nn(t[0][0],t[0][1],t[1][0],t[1][1]):O,T()):_},w.scale=function(t){return arguments.length?(u=+t,M()):u},w.translate=function(t){return arguments.length?(c=+t[0],f=+t[1],M()):[c,f]},w.center=function(t){return arguments.length?(h=t[0]%360*St,d=t[1]%360*St,M()):[h*Ct,d*Ct]},w.rotate=function(t){return arguments.length?(p=t[0]%360*St,g=t[1]%360*St,v=t.length&gt;2?t[2]%360*St:0,M()):[p*Ct,g*Ct,v*Ct]},t.rebind(w,l,&quot;precision&quot;),function(){return r=e.apply(this,arguments),w.invert=r.invert&amp;&amp;A,M()}}function Cn(t){return En(t,function(e,r){t.point(e*St,r*St)})}function On(t,e){return[t,e]}function Rn(t,e){return[t&gt;Tt?t-kt:t&lt;-Tt?t+kt:t,e]}function Pn(t,e,r){return t?e||r?Gr(In(t),Nn(e,r)):In(t):e||r?Nn(e,r):Rn}function zn(t){return function(e,r){return[(e+=t)&gt;Tt?e-kt:e&lt;-Tt?e+kt:e,r]}}function In(t){var e=zn(t);return e.invert=zn(-t),e}function Nn(t,e){var r=Math.cos(t),n=Math.sin(t),i=Math.cos(e),a=Math.sin(e);function o(t,e){var o=Math.cos(e),s=Math.cos(t)*o,l=Math.sin(t)*o,u=Math.sin(e),c=u*r+s*n;return[Math.atan2(l*i-c*a,s*r-u*n),zt(c*i+l*a)]}return o.invert=function(t,e){var o=Math.cos(e),s=Math.cos(t)*o,l=Math.sin(t)*o,u=Math.sin(e),c=u*i-l*a;return[Math.atan2(l*i+u*a,s*r+c*n),zt(c*r-s*n)]},o}function Dn(t,e){var r=Math.cos(t),n=Math.sin(t);return function(i,a,o,s){var l=o*e;null!=i?(i=Fn(r,i),a=Fn(r,a),(o&gt;0?i&lt;a:i&gt;a)&amp;&amp;(i+=o*kt)):(i=t+o*kt,a=t-.5*l);for(var u,c=i;o&gt;0?c&gt;a:c&lt;a;c-=l)s.point((u=Dr([r,-n*Math.cos(c),-n*Math.sin(c)]))[0],u[1])}}function Fn(t,e){var r=Or(e);r[0]-=t,Nr(r);var n=Pt(-r[1]);return((-r[2]&lt;0?-n:n)+2*Math.PI-At)%(2*Math.PI)}function jn(e,r,n){var i=t.range(e,r-At,n).concat(r);return function(t){return i.map(function(e){return[t,e]})}}function Bn(e,r,n){var i=t.range(e,r-At,n).concat(r);return function(t){return i.map(function(e){return[e,t]})}}function Un(t){return t.source}function Vn(t){return t.target}t.geo.path=function(){var e,r,n,i,a,o=4.5;function s(e){return e&amp;&amp;(&quot;function&quot;==typeof o&amp;&amp;i.pointRadius(+o.apply(this,arguments)),a&amp;&amp;a.valid||(a=n(i)),t.geo.stream(e,a)),i.result()}function l(){return a=null,s}return s.area=function(e){return sn=0,t.geo.stream(e,n(dn)),sn},s.centroid=function(e){return br=xr=_r=wr=Ar=Mr=Tr=kr=Er=0,t.geo.stream(e,n(bn)),Er?[Tr/Er,kr/Er]:Mr?[wr/Mr,Ar/Mr]:_r?[br/_r,xr/_r]:[NaN,NaN]},s.bounds=function(e){return fn=hn=-(un=cn=1/0),t.geo.stream(e,n(gn)),[[un,cn],[fn,hn]]},s.projection=function(t){return arguments.length?(n=(e=t)?t.stream||(r=t,i=Tn(function(t,e){return r([t*Ct,e*Ct])}),function(t){return Cn(i(t))}):O,l()):e;var r,i},s.context=function(t){return arguments.length?(i=null==(r=t)?new vn:new Mn(t),&quot;function&quot;!=typeof o&amp;&amp;i.pointRadius(o),l()):r},s.pointRadius=function(t){return arguments.length?(o=&quot;function&quot;==typeof t?t:(i.pointRadius(+t),+t),s):o},s.projection(t.geo.albersUsa()).context(null)},t.geo.transform=function(t){return{stream:function(e){var r=new kn(e);for(var n in t)r[n]=t[n];return r}}},kn.prototype={point:function(t,e){this.stream.point(t,e)},sphere:function(){this.stream.sphere()},lineStart:function(){this.stream.lineStart()},lineEnd:function(){this.stream.lineEnd()},polygonStart:function(){this.stream.polygonStart()},polygonEnd:function(){this.stream.polygonEnd()}},t.geo.projection=Ln,t.geo.projectionMutator=Sn,(t.geo.equirectangular=function(){return Ln(On)}).raw=On.invert=On,t.geo.rotation=function(t){function e(e){return(e=t(e[0]*St,e[1]*St))[0]*=Ct,e[1]*=Ct,e}return t=Pn(t[0]%360*St,t[1]*St,t.length&gt;2?t[2]*St:0),e.invert=function(e){return(e=t.invert(e[0]*St,e[1]*St))[0]*=Ct,e[1]*=Ct,e},e},Rn.invert=On,t.geo.circle=function(){var t,e,r=[0,0],n=6;function i(){var t=&quot;function&quot;==typeof r?r.apply(this,arguments):r,n=Pn(-t[0]*St,-t[1]*St,0).invert,i=[];return e(null,null,1,{point:function(t,e){i.push(t=n(t,e)),t[0]*=Ct,t[1]*=Ct}}),{type:&quot;Polygon&quot;,coordinates:[i]}}return i.origin=function(t){return arguments.length?(r=t,i):r},i.angle=function(r){return arguments.length?(e=Dn((t=+r)*St,n*St),i):t},i.precision=function(r){return arguments.length?(e=Dn(t*St,(n=+r)*St),i):n},i.angle(90)},t.geo.distance=function(t,e){var r,n=(e[0]-t[0])*St,i=t[1]*St,a=e[1]*St,o=Math.sin(n),s=Math.cos(n),l=Math.sin(i),u=Math.cos(i),c=Math.sin(a),f=Math.cos(a);return Math.atan2(Math.sqrt((r=f*o)*r+(r=u*c-l*f*s)*r),l*c+u*f*s)},t.geo.graticule=function(){var e,r,n,i,a,o,s,l,u,c,f,h,d=10,p=d,g=90,v=360,m=2.5;function b(){return{type:&quot;MultiLineString&quot;,coordinates:x()}}function x(){return t.range(Math.ceil(i/g)*g,n,g).map(f).concat(t.range(Math.ceil(l/v)*v,s,v).map(h)).concat(t.range(Math.ceil(r/d)*d,e,d).filter(function(t){return y(t%g)&gt;At}).map(u)).concat(t.range(Math.ceil(o/p)*p,a,p).filter(function(t){return y(t%v)&gt;At}).map(c))}return b.lines=function(){return x().map(function(t){return{type:&quot;LineString&quot;,coordinates:t}})},b.outline=function(){return{type:&quot;Polygon&quot;,coordinates:[f(i).concat(h(s).slice(1),f(n).reverse().slice(1),h(l).reverse().slice(1))]}},b.extent=function(t){return arguments.length?b.majorExtent(t).minorExtent(t):b.minorExtent()},b.majorExtent=function(t){return arguments.length?(i=+t[0][0],n=+t[1][0],l=+t[0][1],s=+t[1][1],i&gt;n&amp;&amp;(t=i,i=n,n=t),l&gt;s&amp;&amp;(t=l,l=s,s=t),b.precision(m)):[[i,l],[n,s]]},b.minorExtent=function(t){return arguments.length?(r=+t[0][0],e=+t[1][0],o=+t[0][1],a=+t[1][1],r&gt;e&amp;&amp;(t=r,r=e,e=t),o&gt;a&amp;&amp;(t=o,o=a,a=t),b.precision(m)):[[r,o],[e,a]]},b.step=function(t){return arguments.length?b.majorStep(t).minorStep(t):b.minorStep()},b.majorStep=function(t){return arguments.length?(g=+t[0],v=+t[1],b):[g,v]},b.minorStep=function(t){return arguments.length?(d=+t[0],p=+t[1],b):[d,p]},b.precision=function(t){return arguments.length?(m=+t,u=jn(o,a,90),c=Bn(r,e,m),f=jn(l,s,90),h=Bn(i,n,m),b):m},b.majorExtent([[-180,-90+At],[180,90-At]]).minorExtent([[-180,-80-At],[180,80+At]])},t.geo.greatArc=function(){var e,r,n=Un,i=Vn;function a(){return{type:&quot;LineString&quot;,coordinates:[e||n.apply(this,arguments),r||i.apply(this,arguments)]}}return a.distance=function(){return t.geo.distance(e||n.apply(this,arguments),r||i.apply(this,arguments))},a.source=function(t){return arguments.length?(n=t,e=&quot;function&quot;==typeof t?null:t,a):n},a.target=function(t){return arguments.length?(i=t,r=&quot;function&quot;==typeof t?null:t,a):i},a.precision=function(){return arguments.length?a:0},a},t.geo.interpolate=function(t,e){return r=t[0]*St,n=t[1]*St,i=e[0]*St,a=e[1]*St,o=Math.cos(n),s=Math.sin(n),l=Math.cos(a),u=Math.sin(a),c=o*Math.cos(r),f=o*Math.sin(r),h=l*Math.cos(i),d=l*Math.sin(i),p=2*Math.asin(Math.sqrt(Nt(a-n)+o*l*Nt(i-r))),g=1/Math.sin(p),(v=p?function(t){var e=Math.sin(t*=p)*g,r=Math.sin(p-t)*g,n=r*c+e*h,i=r*f+e*d,a=r*s+e*u;return[Math.atan2(i,n)*Ct,Math.atan2(a,Math.sqrt(n*n+i*i))*Ct]}:function(){return[r*Ct,n*Ct]}).distance=p,v;var r,n,i,a,o,s,l,u,c,f,h,d,p,g,v},t.geo.length=function(e){return yn=0,t.geo.stream(e,Hn),yn};var Hn={sphere:I,point:I,lineStart:function(){var t,e,r;function n(n,i){var a=Math.sin(i*=St),o=Math.cos(i),s=y((n*=St)-t),l=Math.cos(s);yn+=Math.atan2(Math.sqrt((s=o*Math.sin(s))*s+(s=r*a-e*o*l)*s),e*a+r*o*l),t=n,e=a,r=o}Hn.point=function(i,a){t=i*St,e=Math.sin(a*=St),r=Math.cos(a),Hn.point=n},Hn.lineEnd=function(){Hn.point=Hn.lineEnd=I}},lineEnd:I,polygonStart:I,polygonEnd:I};function qn(t,e){function r(e,r){var n=Math.cos(e),i=Math.cos(r),a=t(n*i);return[a*i*Math.sin(e),a*Math.sin(r)]}return r.invert=function(t,r){var n=Math.sqrt(t*t+r*r),i=e(n),a=Math.sin(i),o=Math.cos(i);return[Math.atan2(t*a,n*o),Math.asin(n&amp;&amp;r*a/n)]},r}var Gn=qn(function(t){return Math.sqrt(2/(1+t))},function(t){return 2*Math.asin(t/2)});(t.geo.azimuthalEqualArea=function(){return Ln(Gn)}).raw=Gn;var Xn=qn(function(t){var e=Math.acos(t);return e&amp;&amp;e/Math.sin(e)},O);function Wn(t,e){var r=Math.cos(t),n=function(t){return Math.tan(Tt/4+t/2)},i=t===e?Math.sin(t):Math.log(r/Math.cos(e))/Math.log(n(e)/n(t)),a=r*Math.pow(n(t),i)/i;if(!i)return Qn;function o(t,e){a&gt;0?e&lt;-Lt+At&amp;&amp;(e=-Lt+At):e&gt;Lt-At&amp;&amp;(e=Lt-At);var r=a/Math.pow(n(e),i);return[r*Math.sin(i*t),a-r*Math.cos(i*t)]}return o.invert=function(t,e){var r=a-e,n=Ot(i)*Math.sqrt(t*t+r*r);return[Math.atan2(t,r)/i,2*Math.atan(Math.pow(a/n,1/i))-Lt]},o}function Yn(t,e){var r=Math.cos(t),n=t===e?Math.sin(t):(r-Math.cos(e))/(e-t),i=r/n+t;if(y(n)&lt;At)return On;function a(t,e){var r=i-e;return[r*Math.sin(n*t),i-r*Math.cos(n*t)]}return a.invert=function(t,e){var r=i-e;return[Math.atan2(t,r)/n,i-Ot(n)*Math.sqrt(t*t+r*r)]},a}(t.geo.azimuthalEquidistant=function(){return Ln(Xn)}).raw=Xn,(t.geo.conicConformal=function(){return an(Wn)}).raw=Wn,(t.geo.conicEquidistant=function(){return an(Yn)}).raw=Yn;var Zn=qn(function(t){return 1/t},Math.atan);function Qn(t,e){return[t,Math.log(Math.tan(Tt/4+e/2))]}function $n(t){var e,r=Ln(t),n=r.scale,i=r.translate,a=r.clipExtent;return r.scale=function(){var t=n.apply(r,arguments);return t===r?e?r.clipExtent(null):r:t},r.translate=function(){var t=i.apply(r,arguments);return t===r?e?r.clipExtent(null):r:t},r.clipExtent=function(t){var o=a.apply(r,arguments);if(o===r){if(e=null==t){var s=Tt*n(),l=i();a([[l[0]-s,l[1]-s],[l[0]+s,l[1]+s]])}}else e&amp;&amp;(o=null);return o},r.clipExtent(null)}(t.geo.gnomonic=function(){return Ln(Zn)}).raw=Zn,Qn.invert=function(t,e){return[t,2*Math.atan(Math.exp(e))-Lt]},(t.geo.mercator=function(){return $n(Qn)}).raw=Qn;var Jn=qn(function(){return 1},Math.asin);(t.geo.orthographic=function(){return Ln(Jn)}).raw=Jn;var Kn=qn(function(t){return 1/(1+t)},function(t){return 2*Math.atan(t)});function ti(t,e){return[Math.log(Math.tan(Tt/4+e/2)),-t]}function ei(t){return t[0]}function ri(t){return t[1]}function ni(t){for(var e=t.length,r=[0,1],n=2,i=2;i&lt;e;i++){for(;n&gt;1&amp;&amp;Rt(t[r[n-2]],t[r[n-1]],t[i])&lt;=0;)--n;r[n++]=i}return r.slice(0,n)}function ii(t,e){return t[0]-e[0]||t[1]-e[1]}(t.geo.stereographic=function(){return Ln(Kn)}).raw=Kn,ti.invert=function(t,e){return[-e,2*Math.atan(Math.exp(t))-Lt]},(t.geo.transverseMercator=function(){var t=$n(ti),e=t.center,r=t.rotate;return t.center=function(t){return t?e([-t[1],t[0]]):[(t=e())[1],-t[0]]},t.rotate=function(t){return t?r([t[0],t[1],t.length&gt;2?t[2]+90:90]):[(t=r())[0],t[1],t[2]-90]},r([0,0,90])}).raw=ti,t.geom={},t.geom.hull=function(t){var e=ei,r=ri;if(arguments.length)return n(t);function n(t){if(t.length&lt;3)return[];var n,i=ve(e),a=ve(r),o=t.length,s=[],l=[];for(n=0;n&lt;o;n++)s.push([+i.call(this,t[n],n),+a.call(this,t[n],n),n]);for(s.sort(ii),n=0;n&lt;o;n++)l.push([s[n][0],-s[n][1]]);var u=ni(s),c=ni(l),f=c[0]===u[0],h=c[c.length-1]===u[u.length-1],d=[];for(n=u.length-1;n&gt;=0;--n)d.push(t[s[u[n]][2]]);for(n=+f;n&lt;c.length-h;++n)d.push(t[s[c[n]][2]]);return d}return n.x=function(t){return arguments.length?(e=t,n):e},n.y=function(t){return arguments.length?(r=t,n):r},n},t.geom.polygon=function(t){return V(t,ai),t};var ai=t.geom.polygon.prototype=[];function oi(t,e,r){return(r[0]-e[0])*(t[1]-e[1])&lt;(r[1]-e[1])*(t[0]-e[0])}function si(t,e,r,n){var i=t[0],a=r[0],o=e[0]-i,s=n[0]-a,l=t[1],u=r[1],c=e[1]-l,f=n[1]-u,h=(s*(l-u)-f*(i-a))/(f*o-s*c);return[i+h*o,l+h*c]}function li(t){var e=t[0],r=t[t.length-1];return!(e[0]-r[0]||e[1]-r[1])}ai.area=function(){for(var t,e=-1,r=this.length,n=this[r-1],i=0;++e&lt;r;)t=n,n=this[e],i+=t[1]*n[0]-t[0]*n[1];return.5*i},ai.centroid=function(t){var e,r,n=-1,i=this.length,a=0,o=0,s=this[i-1];for(arguments.length||(t=-1/(6*this.area()));++n&lt;i;)e=s,s=this[n],r=e[0]*s[1]-s[0]*e[1],a+=(e[0]+s[0])*r,o+=(e[1]+s[1])*r;return[a*t,o*t]},ai.clip=function(t){for(var e,r,n,i,a,o,s=li(t),l=-1,u=this.length-li(this),c=this[u-1];++l&lt;u;){for(e=t.slice(),t.length=0,i=this[l],a=e[(n=e.length-s)-1],r=-1;++r&lt;n;)oi(o=e[r],c,i)?(oi(a,c,i)||t.push(si(a,o,c,i)),t.push(o)):oi(a,c,i)&amp;&amp;t.push(si(a,o,c,i)),a=o;s&amp;&amp;t.push(t[0]),c=i}return t};var ui,ci,fi,hi,di,pi=[],gi=[];function vi(){zi(this),this.edge=this.site=this.circle=null}function mi(t){var e=pi.pop()||new vi;return e.site=t,e}function yi(t){Ei(t),fi.remove(t),pi.push(t),zi(t)}function bi(t){var e=t.circle,r=e.x,n=e.cy,i={x:r,y:n},a=t.P,o=t.N,s=[t];yi(t);for(var l=a;l.circle&amp;&amp;y(r-l.circle.x)&lt;At&amp;&amp;y(n-l.circle.cy)&lt;At;)a=l.P,s.unshift(l),yi(l),l=a;s.unshift(l),Ei(l);for(var u=o;u.circle&amp;&amp;y(r-u.circle.x)&lt;At&amp;&amp;y(n-u.circle.cy)&lt;At;)o=u.N,s.push(u),yi(u),u=o;s.push(u),Ei(u);var c,f=s.length;for(c=1;c&lt;f;++c)u=s[c],l=s[c-1],Oi(u.edge,l.site,u.site,i);l=s[0],(u=s[f-1]).edge=Ci(l.site,u.site,null,i),ki(l),ki(u)}function xi(t){for(var e,r,n,i,a=t.x,o=t.y,s=fi._;s;)if((n=_i(s,o)-a)&gt;At)s=s.L;else{if(!((i=a-wi(s,o))&gt;At)){n&gt;-At?(e=s.P,r=s):i&gt;-At?(e=s,r=s.N):e=r=s;break}if(!s.R){e=s;break}s=s.R}var l=mi(t);if(fi.insert(e,l),e||r){if(e===r)return Ei(e),r=mi(e.site),fi.insert(l,r),l.edge=r.edge=Ci(e.site,l.site),ki(e),void ki(r);if(r){Ei(e),Ei(r);var u=e.site,c=u.x,f=u.y,h=t.x-c,d=t.y-f,p=r.site,g=p.x-c,v=p.y-f,m=2*(h*v-d*g),y=h*h+d*d,b=g*g+v*v,x={x:(v*y-d*b)/m+c,y:(h*b-g*y)/m+f};Oi(r.edge,u,p,x),l.edge=Ci(u,t,null,x),r.edge=Ci(t,p,null,x),ki(e),ki(r)}else l.edge=Ci(e.site,l.site)}}function _i(t,e){var r=t.site,n=r.x,i=r.y,a=i-e;if(!a)return n;var o=t.P;if(!o)return-1/0;var s=(r=o.site).x,l=r.y,u=l-e;if(!u)return s;var c=s-n,f=1/a-1/u,h=c/u;return f?(-h+Math.sqrt(h*h-2*f*(c*c/(-2*u)-l+u/2+i-a/2)))/f+n:(n+s)/2}function wi(t,e){var r=t.N;if(r)return _i(r,e);var n=t.site;return n.y===e?n.x:1/0}function Ai(t){this.site=t,this.edges=[]}function Mi(t,e){return e.angle-t.angle}function Ti(){zi(this),this.x=this.y=this.arc=this.site=this.cy=null}function ki(t){var e=t.P,r=t.N;if(e&amp;&amp;r){var n=e.site,i=t.site,a=r.site;if(n!==a){var o=i.x,s=i.y,l=n.x-o,u=n.y-s,c=a.x-o,f=2*(l*(v=a.y-s)-u*c);if(!(f&gt;=-Mt)){var h=l*l+u*u,d=c*c+v*v,p=(v*h-u*d)/f,g=(l*d-c*h)/f,v=g+s,m=gi.pop()||new Ti;m.arc=t,m.site=i,m.x=p+o,m.y=v+Math.sqrt(p*p+g*g),m.cy=v,t.circle=m;for(var y=null,b=di._;b;)if(m.y&lt;b.y||m.y===b.y&amp;&amp;m.x&lt;=b.x){if(!b.L){y=b.P;break}b=b.L}else{if(!b.R){y=b;break}b=b.R}di.insert(y,m),y||(hi=m)}}}}function Ei(t){var e=t.circle;e&amp;&amp;(e.P||(hi=e.N),di.remove(e),gi.push(e),zi(e),t.circle=null)}function Li(t,e){var r=t.b;if(r)return!0;var n,i,a=t.a,o=e[0][0],s=e[1][0],l=e[0][1],u=e[1][1],c=t.l,f=t.r,h=c.x,d=c.y,p=f.x,g=f.y,v=(h+p)/2,m=(d+g)/2;if(g===d){if(v&lt;o||v&gt;=s)return;if(h&gt;p){if(a){if(a.y&gt;=u)return}else a={x:v,y:l};r={x:v,y:u}}else{if(a){if(a.y&lt;l)return}else a={x:v,y:u};r={x:v,y:l}}}else if(i=m-(n=(h-p)/(g-d))*v,n&lt;-1||n&gt;1)if(h&gt;p){if(a){if(a.y&gt;=u)return}else a={x:(l-i)/n,y:l};r={x:(u-i)/n,y:u}}else{if(a){if(a.y&lt;l)return}else a={x:(u-i)/n,y:u};r={x:(l-i)/n,y:l}}else if(d&lt;g){if(a){if(a.x&gt;=s)return}else a={x:o,y:n*o+i};r={x:s,y:n*s+i}}else{if(a){if(a.x&lt;o)return}else a={x:s,y:n*s+i};r={x:o,y:n*o+i}}return t.a=a,t.b=r,!0}function Si(t,e){this.l=t,this.r=e,this.a=this.b=null}function Ci(t,e,r,n){var i=new Si(t,e);return ui.push(i),r&amp;&amp;Oi(i,t,e,r),n&amp;&amp;Oi(i,e,t,n),ci[t.i].edges.push(new Ri(i,t,e)),ci[e.i].edges.push(new Ri(i,e,t)),i}function Oi(t,e,r,n){t.a||t.b?t.l===r?t.b=n:t.a=n:(t.a=n,t.l=e,t.r=r)}function Ri(t,e,r){var n=t.a,i=t.b;this.edge=t,this.site=e,this.angle=r?Math.atan2(r.y-e.y,r.x-e.x):t.l===e?Math.atan2(i.x-n.x,n.y-i.y):Math.atan2(n.x-i.x,i.y-n.y)}function Pi(){this._=null}function zi(t){t.U=t.C=t.L=t.R=t.P=t.N=null}function Ii(t,e){var r=e,n=e.R,i=r.U;i?i.L===r?i.L=n:i.R=n:t._=n,n.U=i,r.U=n,r.R=n.L,r.R&amp;&amp;(r.R.U=r),n.L=r}function Ni(t,e){var r=e,n=e.L,i=r.U;i?i.L===r?i.L=n:i.R=n:t._=n,n.U=i,r.U=n,r.L=n.R,r.L&amp;&amp;(r.L.U=r),n.R=r}function Di(t){for(;t.L;)t=t.L;return t}function Fi(t,e){var r,n,i,a=t.sort(ji).pop();for(ui=[],ci=new Array(t.length),fi=new Pi,di=new Pi;;)if(i=hi,a&amp;&amp;(!i||a.y&lt;i.y||a.y===i.y&amp;&amp;a.x&lt;i.x))a.x===r&amp;&amp;a.y===n||(ci[a.i]=new Ai(a),xi(a),r=a.x,n=a.y),a=t.pop();else{if(!i)break;bi(i.arc)}e&amp;&amp;(function(t){for(var e,r=ui,n=en(t[0][0],t[0][1],t[1][0],t[1][1]),i=r.length;i--;)(!Li(e=r[i],t)||!n(e)||y(e.a.x-e.b.x)&lt;At&amp;&amp;y(e.a.y-e.b.y)&lt;At)&amp;&amp;(e.a=e.b=null,r.splice(i,1))}(e),function(t){for(var e,r,n,i,a,o,s,l,u,c,f=t[0][0],h=t[1][0],d=t[0][1],p=t[1][1],g=ci,v=g.length;v--;)if((a=g[v])&amp;&amp;a.prepare())for(l=(s=a.edges).length,o=0;o&lt;l;)n=(c=s[o].end()).x,i=c.y,e=(u=s[++o%l].start()).x,r=u.y,(y(n-e)&gt;At||y(i-r)&gt;At)&amp;&amp;(s.splice(o,0,new Ri((m=a.site,b=c,x=y(n-f)&lt;At&amp;&amp;p-i&gt;At?{x:f,y:y(e-f)&lt;At?r:p}:y(i-p)&lt;At&amp;&amp;h-n&gt;At?{x:y(r-p)&lt;At?e:h,y:p}:y(n-h)&lt;At&amp;&amp;i-d&gt;At?{x:h,y:y(e-h)&lt;At?r:d}:y(i-d)&lt;At&amp;&amp;n-f&gt;At?{x:y(r-d)&lt;At?e:f,y:d}:null,_=void 0,_=new Si(m,null),_.a=b,_.b=x,ui.push(_),_),a.site,null)),++l);var m,b,x,_}(e));var o={cells:ci,edges:ui};return fi=di=ui=ci=null,o}function ji(t,e){return e.y-t.y||e.x-t.x}Ai.prototype.prepare=function(){for(var t,e=this.edges,r=e.length;r--;)(t=e[r].edge).b&amp;&amp;t.a||e.splice(r,1);return e.sort(Mi),e.length},Ri.prototype={start:function(){return this.edge.l===this.site?this.edge.a:this.edge.b},end:function(){return this.edge.l===this.site?this.edge.b:this.edge.a}},Pi.prototype={insert:function(t,e){var r,n,i;if(t){if(e.P=t,e.N=t.N,t.N&amp;&amp;(t.N.P=e),t.N=e,t.R){for(t=t.R;t.L;)t=t.L;t.L=e}else t.R=e;r=t}else this._?(t=Di(this._),e.P=null,e.N=t,t.P=t.L=e,r=t):(e.P=e.N=null,this._=e,r=null);for(e.L=e.R=null,e.U=r,e.C=!0,t=e;r&amp;&amp;r.C;)r===(n=r.U).L?(i=n.R)&amp;&amp;i.C?(r.C=i.C=!1,n.C=!0,t=n):(t===r.R&amp;&amp;(Ii(this,r),r=(t=r).U),r.C=!1,n.C=!0,Ni(this,n)):(i=n.L)&amp;&amp;i.C?(r.C=i.C=!1,n.C=!0,t=n):(t===r.L&amp;&amp;(Ni(this,r),r=(t=r).U),r.C=!1,n.C=!0,Ii(this,n)),r=t.U;this._.C=!1},remove:function(t){t.N&amp;&amp;(t.N.P=t.P),t.P&amp;&amp;(t.P.N=t.N),t.N=t.P=null;var e,r,n,i=t.U,a=t.L,o=t.R;if(r=a?o?Di(o):a:o,i?i.L===t?i.L=r:i.R=r:this._=r,a&amp;&amp;o?(n=r.C,r.C=t.C,r.L=a,a.U=r,r!==o?(i=r.U,r.U=t.U,t=r.R,i.L=t,r.R=o,o.U=r):(r.U=i,i=r,t=r.R)):(n=t.C,t=r),t&amp;&amp;(t.U=i),!n)if(t&amp;&amp;t.C)t.C=!1;else{do{if(t===this._)break;if(t===i.L){if((e=i.R).C&amp;&amp;(e.C=!1,i.C=!0,Ii(this,i),e=i.R),e.L&amp;&amp;e.L.C||e.R&amp;&amp;e.R.C){e.R&amp;&amp;e.R.C||(e.L.C=!1,e.C=!0,Ni(this,e),e=i.R),e.C=i.C,i.C=e.R.C=!1,Ii(this,i),t=this._;break}}else if((e=i.L).C&amp;&amp;(e.C=!1,i.C=!0,Ni(this,i),e=i.L),e.L&amp;&amp;e.L.C||e.R&amp;&amp;e.R.C){e.L&amp;&amp;e.L.C||(e.R.C=!1,e.C=!0,Ii(this,e),e=i.L),e.C=i.C,i.C=e.L.C=!1,Ni(this,i),t=this._;break}e.C=!0,t=i,i=i.U}while(!t.C);t&amp;&amp;(t.C=!1)}}},t.geom.voronoi=function(t){var e=ei,r=ri,n=e,i=r,a=Bi;if(t)return o(t);function o(t){var e=new Array(t.length),r=a[0][0],n=a[0][1],i=a[1][0],o=a[1][1];return Fi(s(t),a).cells.forEach(function(a,s){var l=a.edges,u=a.site;(e[s]=l.length?l.map(function(t){var e=t.start();return[e.x,e.y]}):u.x&gt;=r&amp;&amp;u.x&lt;=i&amp;&amp;u.y&gt;=n&amp;&amp;u.y&lt;=o?[[r,o],[i,o],[i,n],[r,n]]:[]).point=t[s]}),e}function s(t){return t.map(function(t,e){return{x:Math.round(n(t,e)/At)*At,y:Math.round(i(t,e)/At)*At,i:e}})}return o.links=function(t){return Fi(s(t)).edges.filter(function(t){return t.l&amp;&amp;t.r}).map(function(e){return{source:t[e.l.i],target:t[e.r.i]}})},o.triangles=function(t){var e=[];return Fi(s(t)).cells.forEach(function(r,n){for(var i,a,o,s,l=r.site,u=r.edges.sort(Mi),c=-1,f=u.length,h=u[f-1].edge,d=h.l===l?h.r:h.l;++c&lt;f;)h,i=d,d=(h=u[c].edge).l===l?h.r:h.l,n&lt;i.i&amp;&amp;n&lt;d.i&amp;&amp;(o=i,s=d,((a=l).x-s.x)*(o.y-a.y)-(a.x-o.x)*(s.y-a.y)&lt;0)&amp;&amp;e.push([t[n],t[i.i],t[d.i]])}),e},o.x=function(t){return arguments.length?(n=ve(e=t),o):e},o.y=function(t){return arguments.length?(i=ve(r=t),o):r},o.clipExtent=function(t){return arguments.length?(a=null==t?Bi:t,o):a===Bi?null:a},o.size=function(t){return arguments.length?o.clipExtent(t&amp;&amp;[[0,0],t]):a===Bi?null:a&amp;&amp;a[1]},o};var Bi=[[-1e6,-1e6],[1e6,1e6]];function Ui(t){return t.x}function Vi(t){return t.y}function Hi(e,r){e=t.rgb(e),r=t.rgb(r);var n=e.r,i=e.g,a=e.b,o=r.r-n,s=r.g-i,l=r.b-a;return function(t){return&quot;#&quot;+ue(Math.round(n+o*t))+ue(Math.round(i+s*t))+ue(Math.round(a+l*t))}}function qi(t,e){var r,n={},i={};for(r in t)r in e?n[r]=Zi(t[r],e[r]):i[r]=t[r];for(r in e)r in t||(i[r]=e[r]);return function(t){for(r in n)i[r]=n[r](t);return i}}function Gi(t,e){return t=+t,e=+e,function(r){return t*(1-r)+e*r}}function Xi(t,e){var r,n,i,a=Wi.lastIndex=Yi.lastIndex=0,o=-1,s=[],l=[];for(t+=&quot;&quot;,e+=&quot;&quot;;(r=Wi.exec(t))&amp;&amp;(n=Yi.exec(e));)(i=n.index)&gt;a&amp;&amp;(i=e.slice(a,i),s[o]?s[o]+=i:s[++o]=i),(r=r[0])===(n=n[0])?s[o]?s[o]+=n:s[++o]=n:(s[++o]=null,l.push({i:o,x:Gi(r,n)})),a=Yi.lastIndex;return a&lt;e.length&amp;&amp;(i=e.slice(a),s[o]?s[o]+=i:s[++o]=i),s.length&lt;2?l[0]?(e=l[0].x,function(t){return e(t)+&quot;&quot;}):function(){return e}:(e=l.length,function(t){for(var r,n=0;n&lt;e;++n)s[(r=l[n]).i]=r.x(t);return s.join(&quot;&quot;)})}t.geom.delaunay=function(e){return t.geom.voronoi().triangles(e)},t.geom.quadtree=function(t,e,r,n,i){var a,o=ei,s=ri;if(a=arguments.length)return o=Ui,s=Vi,3===a&amp;&amp;(i=r,n=e,r=e=0),l(t);function l(t){var l,u,c,f,h,d,p,g,v,m=ve(o),b=ve(s);if(null!=e)d=e,p=r,g=n,v=i;else if(g=v=-(d=p=1/0),u=[],c=[],h=t.length,a)for(f=0;f&lt;h;++f)(l=t[f]).x&lt;d&amp;&amp;(d=l.x),l.y&lt;p&amp;&amp;(p=l.y),l.x&gt;g&amp;&amp;(g=l.x),l.y&gt;v&amp;&amp;(v=l.y),u.push(l.x),c.push(l.y);else for(f=0;f&lt;h;++f){var x=+m(l=t[f],f),_=+b(l,f);x&lt;d&amp;&amp;(d=x),_&lt;p&amp;&amp;(p=_),x&gt;g&amp;&amp;(g=x),_&gt;v&amp;&amp;(v=_),u.push(x),c.push(_)}var w=g-d,A=v-p;function M(t,e,r,n,i,a,o,s){if(!isNaN(r)&amp;&amp;!isNaN(n))if(t.leaf){var l=t.x,u=t.y;if(null!=l)if(y(l-r)+y(u-n)&lt;.01)T(t,e,r,n,i,a,o,s);else{var c=t.point;t.x=t.y=t.point=null,T(t,c,l,u,i,a,o,s),T(t,e,r,n,i,a,o,s)}else t.x=r,t.y=n,t.point=e}else T(t,e,r,n,i,a,o,s)}function T(t,e,r,n,i,a,o,s){var l=.5*(i+o),u=.5*(a+s),c=r&gt;=l,f=n&gt;=u,h=f&lt;&lt;1|c;t.leaf=!1,c?i=l:o=l,f?a=u:s=u,M(t=t.nodes[h]||(t.nodes[h]={leaf:!0,nodes:[],point:null,x:null,y:null,add:function(t){M(k,t,+m(t,++f),+b(t,f),d,p,g,v)}}),e,r,n,i,a,o,s)}w&gt;A?v=p+w:g=d+A;var k={leaf:!0,nodes:[],point:null,x:null,y:null,add:function(t){M(k,t,+m(t,++f),+b(t,f),d,p,g,v)}};if(k.visit=function(t){!function t(e,r,n,i,a,o){if(!e(r,n,i,a,o)){var s=.5*(n+a),l=.5*(i+o),u=r.nodes;u[0]&amp;&amp;t(e,u[0],n,i,s,l),u[1]&amp;&amp;t(e,u[1],s,i,a,l),u[2]&amp;&amp;t(e,u[2],n,l,s,o),u[3]&amp;&amp;t(e,u[3],s,l,a,o)}}(t,k,d,p,g,v)},k.find=function(t){return function(t,e,r,n,i,a,o){var s,l=1/0;return function t(u,c,f,h,d){if(!(c&gt;a||f&gt;o||h&lt;n||d&lt;i)){if(p=u.point){var p,g=e-u.x,v=r-u.y,m=g*g+v*v;if(m&lt;l){var y=Math.sqrt(l=m);n=e-y,i=r-y,a=e+y,o=r+y,s=p}}for(var b=u.nodes,x=.5*(c+h),_=.5*(f+d),w=(r&gt;=_)&lt;&lt;1|e&gt;=x,A=w+4;w&lt;A;++w)if(u=b[3&amp;w])switch(3&amp;w){case 0:t(u,c,f,x,_);break;case 1:t(u,x,f,h,_);break;case 2:t(u,c,_,x,d);break;case 3:t(u,x,_,h,d)}}}(t,n,i,a,o),s}(k,t[0],t[1],d,p,g,v)},f=-1,null==e){for(;++f&lt;h;)M(k,t[f],u[f],c[f],d,p,g,v);--f}else t.forEach(k.add);return u=c=t=l=null,k}return l.x=function(t){return arguments.length?(o=t,l):o},l.y=function(t){return arguments.length?(s=t,l):s},l.extent=function(t){return arguments.length?(null==t?e=r=n=i=null:(e=+t[0][0],r=+t[0][1],n=+t[1][0],i=+t[1][1]),l):null==e?null:[[e,r],[n,i]]},l.size=function(t){return arguments.length?(null==t?e=r=n=i=null:(e=r=0,n=+t[0],i=+t[1]),l):null==e?null:[n-e,i-r]},l},t.interpolateRgb=Hi,t.interpolateObject=qi,t.interpolateNumber=Gi,t.interpolateString=Xi;var Wi=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,Yi=new RegExp(Wi.source,&quot;g&quot;);function Zi(e,r){for(var n,i=t.interpolators.length;--i&gt;=0&amp;&amp;!(n=t.interpolators[i](e,r)););return n}function Qi(t,e){var r,n=[],i=[],a=t.length,o=e.length,s=Math.min(t.length,e.length);for(r=0;r&lt;s;++r)n.push(Zi(t[r],e[r]));for(;r&lt;a;++r)i[r]=t[r];for(;r&lt;o;++r)i[r]=e[r];return function(t){for(r=0;r&lt;s;++r)i[r]=n[r](t);return i}}t.interpolate=Zi,t.interpolators=[function(t,e){var r=typeof e;return(&quot;string&quot;===r?ge.has(e.toLowerCase())||/^(#|rgb\\(|hsl\\()/i.test(e)?Hi:Xi:e instanceof Ut?Hi:Array.isArray(e)?Qi:&quot;object&quot;===r&amp;&amp;isNaN(e)?qi:Gi)(t,e)}],t.interpolateArray=Qi;var $i=function(){return O},Ji=t.map({linear:$i,poly:function(t){return function(e){return Math.pow(e,t)}},quad:function(){return ra},cubic:function(){return na},sin:function(){return aa},exp:function(){return oa},circle:function(){return sa},elastic:function(t,e){var r;arguments.length&lt;2&amp;&amp;(e=.45);arguments.length?r=e/kt*Math.asin(1/t):(t=1,r=e/4);return function(n){return 1+t*Math.pow(2,-10*n)*Math.sin((n-r)*kt/e)}},back:function(t){t||(t=1.70158);return function(e){return e*e*((t+1)*e-t)}},bounce:function(){return la}}),Ki=t.map({in:O,out:ta,&quot;in-out&quot;:ea,&quot;out-in&quot;:function(t){return ea(ta(t))}});function ta(t){return function(e){return 1-t(1-e)}}function ea(t){return function(e){return.5*(e&lt;.5?t(2*e):2-t(2-2*e))}}function ra(t){return t*t}function na(t){return t*t*t}function ia(t){if(t&lt;=0)return 0;if(t&gt;=1)return 1;var e=t*t,r=e*t;return 4*(t&lt;.5?r:3*(t-e)+r-.75)}function aa(t){return 1-Math.cos(t*Lt)}function oa(t){return Math.pow(2,10*(t-1))}function sa(t){return 1-Math.sqrt(1-t*t)}function la(t){return t&lt;1/2.75?7.5625*t*t:t&lt;2/2.75?7.5625*(t-=1.5/2.75)*t+.75:t&lt;2.5/2.75?7.5625*(t-=2.25/2.75)*t+.9375:7.5625*(t-=2.625/2.75)*t+.984375}function ua(t,e){return e-=t,function(r){return Math.round(t+e*r)}}function ca(t){var e,r,n,i=[t.a,t.b],a=[t.c,t.d],o=ha(i),s=fa(i,a),l=ha(((e=a)[0]+=(n=-s)*(r=i)[0],e[1]+=n*r[1],e))||0;i[0]*a[1]&lt;a[0]*i[1]&amp;&amp;(i[0]*=-1,i[1]*=-1,o*=-1,s*=-1),this.rotate=(o?Math.atan2(i[1],i[0]):Math.atan2(-a[0],a[1]))*Ct,this.translate=[t.e,t.f],this.scale=[o,l],this.skew=l?Math.atan2(s,l)*Ct:0}function fa(t,e){return t[0]*e[0]+t[1]*e[1]}function ha(t){var e=Math.sqrt(fa(t,t));return e&amp;&amp;(t[0]/=e,t[1]/=e),e}t.ease=function(t){var e,n=t.indexOf(&quot;-&quot;),i=n&gt;=0?t.slice(0,n):t,a=n&gt;=0?t.slice(n+1):&quot;in&quot;;return i=Ji.get(i)||$i,a=Ki.get(a)||O,e=a(i.apply(null,r.call(arguments,1))),function(t){return t&lt;=0?0:t&gt;=1?1:e(t)}},t.interpolateHcl=function(e,r){e=t.hcl(e),r=t.hcl(r);var n=e.h,i=e.c,a=e.l,o=r.h-n,s=r.c-i,l=r.l-a;isNaN(s)&amp;&amp;(s=0,i=isNaN(i)?r.c:i);isNaN(o)?(o=0,n=isNaN(n)?r.h:n):o&gt;180?o-=360:o&lt;-180&amp;&amp;(o+=360);return function(t){return Wt(n+o*t,i+s*t,a+l*t)+&quot;&quot;}},t.interpolateHsl=function(e,r){e=t.hsl(e),r=t.hsl(r);var n=e.h,i=e.s,a=e.l,o=r.h-n,s=r.s-i,l=r.l-a;isNaN(s)&amp;&amp;(s=0,i=isNaN(i)?r.s:i);isNaN(o)?(o=0,n=isNaN(n)?r.h:n):o&gt;180?o-=360:o&lt;-180&amp;&amp;(o+=360);return function(t){return qt(n+o*t,i+s*t,a+l*t)+&quot;&quot;}},t.interpolateLab=function(e,r){e=t.lab(e),r=t.lab(r);var n=e.l,i=e.a,a=e.b,o=r.l-n,s=r.a-i,l=r.b-a;return function(t){return te(n+o*t,i+s*t,a+l*t)+&quot;&quot;}},t.interpolateRound=ua,t.transform=function(e){var r=i.createElementNS(t.ns.prefix.svg,&quot;g&quot;);return(t.transform=function(t){if(null!=t){r.setAttribute(&quot;transform&quot;,t);var e=r.transform.baseVal.consolidate()}return new ca(e?e.matrix:da)})(e)},ca.prototype.toString=function(){return&quot;translate(&quot;+this.translate+&quot;)rotate(&quot;+this.rotate+&quot;)skewX(&quot;+this.skew+&quot;)scale(&quot;+this.scale+&quot;)&quot;};var da={a:1,b:0,c:0,d:1,e:0,f:0};function pa(t){return t.length?t.pop()+&quot;,&quot;:&quot;&quot;}function ga(e,r){var n=[],i=[];return e=t.transform(e),r=t.transform(r),function(t,e,r,n){if(t[0]!==e[0]||t[1]!==e[1]){var i=r.push(&quot;translate(&quot;,null,&quot;,&quot;,null,&quot;)&quot;);n.push({i:i-4,x:Gi(t[0],e[0])},{i:i-2,x:Gi(t[1],e[1])})}else(e[0]||e[1])&amp;&amp;r.push(&quot;translate(&quot;+e+&quot;)&quot;)}(e.translate,r.translate,n,i),function(t,e,r,n){t!==e?(t-e&gt;180?e+=360:e-t&gt;180&amp;&amp;(t+=360),n.push({i:r.push(pa(r)+&quot;rotate(&quot;,null,&quot;)&quot;)-2,x:Gi(t,e)})):e&amp;&amp;r.push(pa(r)+&quot;rotate(&quot;+e+&quot;)&quot;)}(e.rotate,r.rotate,n,i),function(t,e,r,n){t!==e?n.push({i:r.push(pa(r)+&quot;skewX(&quot;,null,&quot;)&quot;)-2,x:Gi(t,e)}):e&amp;&amp;r.push(pa(r)+&quot;skewX(&quot;+e+&quot;)&quot;)}(e.skew,r.skew,n,i),function(t,e,r,n){if(t[0]!==e[0]||t[1]!==e[1]){var i=r.push(pa(r)+&quot;scale(&quot;,null,&quot;,&quot;,null,&quot;)&quot;);n.push({i:i-4,x:Gi(t[0],e[0])},{i:i-2,x:Gi(t[1],e[1])})}else 1===e[0]&amp;&amp;1===e[1]||r.push(pa(r)+&quot;scale(&quot;+e+&quot;)&quot;)}(e.scale,r.scale,n,i),e=r=null,function(t){for(var e,r=-1,a=i.length;++r&lt;a;)n[(e=i[r]).i]=e.x(t);return n.join(&quot;&quot;)}}function va(t,e){return e=(e-=t=+t)||1/e,function(r){return(r-t)/e}}function ma(t,e){return e=(e-=t=+t)||1/e,function(r){return Math.max(0,Math.min(1,(r-t)/e))}}function ya(t){for(var e=t.source,r=t.target,n=function(t,e){if(t===e)return t;var r=ba(t),n=ba(e),i=r.pop(),a=n.pop(),o=null;for(;i===a;)o=i,i=r.pop(),a=n.pop();return o}(e,r),i=[e];e!==n;)e=e.parent,i.push(e);for(var a=i.length;r!==n;)i.splice(a,0,r),r=r.parent;return i}function ba(t){for(var e=[],r=t.parent;null!=r;)e.push(t),t=r,r=r.parent;return e.push(t),e}function xa(t){t.fixed|=2}function _a(t){t.fixed&amp;=-7}function wa(t){t.fixed|=4,t.px=t.x,t.py=t.y}function Aa(t){t.fixed&amp;=-5}t.interpolateTransform=ga,t.layout={},t.layout.bundle=function(){return function(t){for(var e=[],r=-1,n=t.length;++r&lt;n;)e.push(ya(t[r]));return e}},t.layout.chord=function(){var e,r,n,i,a,o,s,l={},u=0;function c(){var l,c,h,d,p,g={},v=[],m=t.range(i),y=[];for(e=[],r=[],l=0,d=-1;++d&lt;i;){for(c=0,p=-1;++p&lt;i;)c+=n[d][p];v.push(c),y.push(t.range(i)),l+=c}for(a&amp;&amp;m.sort(function(t,e){return a(v[t],v[e])}),o&amp;&amp;y.forEach(function(t,e){t.sort(function(t,r){return o(n[e][t],n[e][r])})}),l=(kt-u*i)/l,c=0,d=-1;++d&lt;i;){for(h=c,p=-1;++p&lt;i;){var b=m[d],x=y[b][p],_=n[b][x],w=c,A=c+=_*l;g[b+&quot;-&quot;+x]={index:b,subindex:x,startAngle:w,endAngle:A,value:_}}r[b]={index:b,startAngle:h,endAngle:c,value:v[b]},c+=u}for(d=-1;++d&lt;i;)for(p=d-1;++p&lt;i;){var M=g[d+&quot;-&quot;+p],T=g[p+&quot;-&quot;+d];(M.value||T.value)&amp;&amp;e.push(M.value&lt;T.value?{source:T,target:M}:{source:M,target:T})}s&amp;&amp;f()}function f(){e.sort(function(t,e){return s((t.source.value+t.target.value)/2,(e.source.value+e.target.value)/2)})}return l.matrix=function(t){return arguments.length?(i=(n=t)&amp;&amp;n.length,e=r=null,l):n},l.padding=function(t){return arguments.length?(u=t,e=r=null,l):u},l.sortGroups=function(t){return arguments.length?(a=t,e=r=null,l):a},l.sortSubgroups=function(t){return arguments.length?(o=t,e=null,l):o},l.sortChords=function(t){return arguments.length?(s=t,e&amp;&amp;f(),l):s},l.chords=function(){return e||c(),e},l.groups=function(){return r||c(),r},l},t.layout.force=function(){var e,r,n,i,a,o,s={},l=t.dispatch(&quot;start&quot;,&quot;tick&quot;,&quot;end&quot;),u=[1,1],c=.9,f=Ma,h=Ta,d=-30,p=ka,g=.1,v=.64,m=[],y=[];function b(t){return function(e,r,n,i){if(e.point!==t){var a=e.cx-t.x,o=e.cy-t.y,s=i-r,l=a*a+o*o;if(s*s/v&lt;l){if(l&lt;p){var u=e.charge/l;t.px-=a*u,t.py-=o*u}return!0}if(e.point&amp;&amp;l&amp;&amp;l&lt;p){u=e.pointCharge/l;t.px-=a*u,t.py-=o*u}}return!e.charge}}function x(e){e.px=t.event.x,e.py=t.event.y,s.resume()}return s.tick=function(){if((n*=.99)&lt;.005)return e=null,l.end({type:&quot;end&quot;,alpha:n=0}),!0;var r,s,f,h,p,v,x,_,w,A=m.length,M=y.length;for(s=0;s&lt;M;++s)h=(f=y[s]).source,(v=(_=(p=f.target).x-h.x)*_+(w=p.y-h.y)*w)&amp;&amp;(_*=v=n*a[s]*((v=Math.sqrt(v))-i[s])/v,w*=v,p.x-=_*(x=h.weight+p.weight?h.weight/(h.weight+p.weight):.5),p.y-=w*x,h.x+=_*(x=1-x),h.y+=w*x);if((x=n*g)&amp;&amp;(_=u[0]/2,w=u[1]/2,s=-1,x))for(;++s&lt;A;)(f=m[s]).x+=(_-f.x)*x,f.y+=(w-f.y)*x;if(d)for(!function t(e,r,n){var i=0,a=0;e.charge=0;if(!e.leaf)for(var o,s=e.nodes,l=s.length,u=-1;++u&lt;l;)null!=(o=s[u])&amp;&amp;(t(o,r,n),e.charge+=o.charge,i+=o.charge*o.cx,a+=o.charge*o.cy);if(e.point){e.leaf||(e.point.x+=Math.random()-.5,e.point.y+=Math.random()-.5);var c=r*n[e.point.index];e.charge+=e.pointCharge=c,i+=c*e.point.x,a+=c*e.point.y}e.cx=i/e.charge;e.cy=a/e.charge}(r=t.geom.quadtree(m),n,o),s=-1;++s&lt;A;)(f=m[s]).fixed||r.visit(b(f));for(s=-1;++s&lt;A;)(f=m[s]).fixed?(f.x=f.px,f.y=f.py):(f.x-=(f.px-(f.px=f.x))*c,f.y-=(f.py-(f.py=f.y))*c);l.tick({type:&quot;tick&quot;,alpha:n})},s.nodes=function(t){return arguments.length?(m=t,s):m},s.links=function(t){return arguments.length?(y=t,s):y},s.size=function(t){return arguments.length?(u=t,s):u},s.linkDistance=function(t){return arguments.length?(f=&quot;function&quot;==typeof t?t:+t,s):f},s.distance=s.linkDistance,s.linkStrength=function(t){return arguments.length?(h=&quot;function&quot;==typeof t?t:+t,s):h},s.friction=function(t){return arguments.length?(c=+t,s):c},s.charge=function(t){return arguments.length?(d=&quot;function&quot;==typeof t?t:+t,s):d},s.chargeDistance=function(t){return arguments.length?(p=t*t,s):Math.sqrt(p)},s.gravity=function(t){return arguments.length?(g=+t,s):g},s.theta=function(t){return arguments.length?(v=t*t,s):Math.sqrt(v)},s.alpha=function(t){return arguments.length?(t=+t,n?t&gt;0?n=t:(e.c=null,e.t=NaN,e=null,l.end({type:&quot;end&quot;,alpha:n=0})):t&gt;0&amp;&amp;(l.start({type:&quot;start&quot;,alpha:n=t}),e=Me(s.tick)),s):n},s.start=function(){var t,e,r,n=m.length,l=y.length,c=u[0],p=u[1];for(t=0;t&lt;n;++t)(r=m[t]).index=t,r.weight=0;for(t=0;t&lt;l;++t)&quot;number&quot;==typeof(r=y[t]).source&amp;&amp;(r.source=m[r.source]),&quot;number&quot;==typeof r.target&amp;&amp;(r.target=m[r.target]),++r.source.weight,++r.target.weight;for(t=0;t&lt;n;++t)r=m[t],isNaN(r.x)&amp;&amp;(r.x=g(&quot;x&quot;,c)),isNaN(r.y)&amp;&amp;(r.y=g(&quot;y&quot;,p)),isNaN(r.px)&amp;&amp;(r.px=r.x),isNaN(r.py)&amp;&amp;(r.py=r.y);if(i=[],&quot;function&quot;==typeof f)for(t=0;t&lt;l;++t)i[t]=+f.call(this,y[t],t);else for(t=0;t&lt;l;++t)i[t]=f;if(a=[],&quot;function&quot;==typeof h)for(t=0;t&lt;l;++t)a[t]=+h.call(this,y[t],t);else for(t=0;t&lt;l;++t)a[t]=h;if(o=[],&quot;function&quot;==typeof d)for(t=0;t&lt;n;++t)o[t]=+d.call(this,m[t],t);else for(t=0;t&lt;n;++t)o[t]=d;function g(r,i){if(!e){for(e=new Array(n),u=0;u&lt;n;++u)e[u]=[];for(u=0;u&lt;l;++u){var a=y[u];e[a.source.index].push(a.target),e[a.target.index].push(a.source)}}for(var o,s=e[t],u=-1,c=s.length;++u&lt;c;)if(!isNaN(o=s[u][r]))return o;return Math.random()*i}return s.resume()},s.resume=function(){return s.alpha(.1)},s.stop=function(){return s.alpha(0)},s.drag=function(){if(r||(r=t.behavior.drag().origin(O).on(&quot;dragstart.force&quot;,xa).on(&quot;drag.force&quot;,x).on(&quot;dragend.force&quot;,_a)),!arguments.length)return r;this.on(&quot;mouseover.force&quot;,wa).on(&quot;mouseout.force&quot;,Aa).call(r)},t.rebind(s,l,&quot;on&quot;)};var Ma=20,Ta=1,ka=1/0;function Ea(e,r){return t.rebind(e,r,&quot;sort&quot;,&quot;children&quot;,&quot;value&quot;),e.nodes=e,e.links=Pa,e}function La(t,e){for(var r=[t];null!=(t=r.pop());)if(e(t),(i=t.children)&amp;&amp;(n=i.length))for(var n,i;--n&gt;=0;)r.push(i[n])}function Sa(t,e){for(var r=[t],n=[];null!=(t=r.pop());)if(n.push(t),(a=t.children)&amp;&amp;(i=a.length))for(var i,a,o=-1;++o&lt;i;)r.push(a[o]);for(;null!=(t=n.pop());)e(t)}function Ca(t){return t.children}function Oa(t){return t.value}function Ra(t,e){return e.value-t.value}function Pa(e){return t.merge(e.map(function(t){return(t.children||[]).map(function(e){return{source:t,target:e}})}))}t.layout.hierarchy=function(){var t=Ra,e=Ca,r=Oa;function n(i){var a,o=[i],s=[];for(i.depth=0;null!=(a=o.pop());)if(s.push(a),(u=e.call(n,a,a.depth))&amp;&amp;(l=u.length)){for(var l,u,c;--l&gt;=0;)o.push(c=u[l]),c.parent=a,c.depth=a.depth+1;r&amp;&amp;(a.value=0),a.children=u}else r&amp;&amp;(a.value=+r.call(n,a,a.depth)||0),delete a.children;return Sa(i,function(e){var n,i;t&amp;&amp;(n=e.children)&amp;&amp;n.sort(t),r&amp;&amp;(i=e.parent)&amp;&amp;(i.value+=e.value)}),s}return n.sort=function(e){return arguments.length?(t=e,n):t},n.children=function(t){return arguments.length?(e=t,n):e},n.value=function(t){return arguments.length?(r=t,n):r},n.revalue=function(t){return r&amp;&amp;(La(t,function(t){t.children&amp;&amp;(t.value=0)}),Sa(t,function(t){var e;t.children||(t.value=+r.call(n,t,t.depth)||0),(e=t.parent)&amp;&amp;(e.value+=t.value)})),t},n},t.layout.partition=function(){var e=t.layout.hierarchy(),r=[1,1];function n(t,n){var i=e.call(this,t,n);return function t(e,r,n,i){var a=e.children;if(e.x=r,e.y=e.depth*i,e.dx=n,e.dy=i,a&amp;&amp;(o=a.length)){var o,s,l,u=-1;for(n=e.value?n/e.value:0;++u&lt;o;)t(s=a[u],r,l=s.value*n,i),r+=l}}(i[0],0,r[0],r[1]/function t(e){var r=e.children,n=0;if(r&amp;&amp;(i=r.length))for(var i,a=-1;++a&lt;i;)n=Math.max(n,t(r[a]));return 1+n}(i[0])),i}return n.size=function(t){return arguments.length?(r=t,n):r},Ea(n,e)},t.layout.pie=function(){var e=Number,r=za,n=0,i=kt,a=0;function o(s){var l,u=s.length,c=s.map(function(t,r){return+e.call(o,t,r)}),f=+(&quot;function&quot;==typeof n?n.apply(this,arguments):n),h=(&quot;function&quot;==typeof i?i.apply(this,arguments):i)-f,d=Math.min(Math.abs(h)/u,+(&quot;function&quot;==typeof a?a.apply(this,arguments):a)),p=d*(h&lt;0?-1:1),g=t.sum(c),v=g?(h-u*p)/g:0,m=t.range(u),y=[];return null!=r&amp;&amp;m.sort(r===za?function(t,e){return c[e]-c[t]}:function(t,e){return r(s[t],s[e])}),m.forEach(function(t){y[t]={data:s[t],value:l=c[t],startAngle:f,endAngle:f+=l*v+p,padAngle:d}}),y}return o.value=function(t){return arguments.length?(e=t,o):e},o.sort=function(t){return arguments.length?(r=t,o):r},o.startAngle=function(t){return arguments.length?(n=t,o):n},o.endAngle=function(t){return arguments.length?(i=t,o):i},o.padAngle=function(t){return arguments.length?(a=t,o):a},o};var za={};function Ia(t){return t.x}function Na(t){return t.y}function Da(t,e,r){t.y0=e,t.y=r}t.layout.stack=function(){var e=O,r=Ba,n=Ua,i=Da,a=Ia,o=Na;function s(l,u){if(!(d=l.length))return l;var c=l.map(function(t,r){return e.call(s,t,r)}),f=c.map(function(t){return t.map(function(t,e){return[a.call(s,t,e),o.call(s,t,e)]})}),h=r.call(s,f,u);c=t.permute(c,h),f=t.permute(f,h);var d,p,g,v,m=n.call(s,f,u),y=c[0].length;for(g=0;g&lt;y;++g)for(i.call(s,c[0][g],v=m[g],f[0][g][1]),p=1;p&lt;d;++p)i.call(s,c[p][g],v+=f[p-1][g][1],f[p][g][1]);return l}return s.values=function(t){return arguments.length?(e=t,s):e},s.order=function(t){return arguments.length?(r=&quot;function&quot;==typeof t?t:Fa.get(t)||Ba,s):r},s.offset=function(t){return arguments.length?(n=&quot;function&quot;==typeof t?t:ja.get(t)||Ua,s):n},s.x=function(t){return arguments.length?(a=t,s):a},s.y=function(t){return arguments.length?(o=t,s):o},s.out=function(t){return arguments.length?(i=t,s):i},s};var Fa=t.map({&quot;inside-out&quot;:function(e){var r,n,i=e.length,a=e.map(Va),o=e.map(Ha),s=t.range(i).sort(function(t,e){return a[t]-a[e]}),l=0,u=0,c=[],f=[];for(r=0;r&lt;i;++r)n=s[r],l&lt;u?(l+=o[n],c.push(n)):(u+=o[n],f.push(n));return f.reverse().concat(c)},reverse:function(e){return t.range(e.length).reverse()},default:Ba}),ja=t.map({silhouette:function(t){var e,r,n,i=t.length,a=t[0].length,o=[],s=0,l=[];for(r=0;r&lt;a;++r){for(e=0,n=0;e&lt;i;e++)n+=t[e][r][1];n&gt;s&amp;&amp;(s=n),o.push(n)}for(r=0;r&lt;a;++r)l[r]=(s-o[r])/2;return l},wiggle:function(t){var e,r,n,i,a,o,s,l,u,c=t.length,f=t[0],h=f.length,d=[];for(d[0]=l=u=0,r=1;r&lt;h;++r){for(e=0,i=0;e&lt;c;++e)i+=t[e][r][1];for(e=0,a=0,s=f[r][0]-f[r-1][0];e&lt;c;++e){for(n=0,o=(t[e][r][1]-t[e][r-1][1])/(2*s);n&lt;e;++n)o+=(t[n][r][1]-t[n][r-1][1])/s;a+=o*t[e][r][1]}d[r]=l-=i?a/i*s:0,l&lt;u&amp;&amp;(u=l)}for(r=0;r&lt;h;++r)d[r]-=u;return d},expand:function(t){var e,r,n,i=t.length,a=t[0].length,o=1/i,s=[];for(r=0;r&lt;a;++r){for(e=0,n=0;e&lt;i;e++)n+=t[e][r][1];if(n)for(e=0;e&lt;i;e++)t[e][r][1]/=n;else for(e=0;e&lt;i;e++)t[e][r][1]=o}for(r=0;r&lt;a;++r)s[r]=0;return s},zero:Ua});function Ba(e){return t.range(e.length)}function Ua(t){for(var e=-1,r=t[0].length,n=[];++e&lt;r;)n[e]=0;return n}function Va(t){for(var e,r=1,n=0,i=t[0][1],a=t.length;r&lt;a;++r)(e=t[r][1])&gt;i&amp;&amp;(n=r,i=e);return n}function Ha(t){return t.reduce(qa,0)}function qa(t,e){return t+e[1]}function Ga(t,e){return Xa(t,Math.ceil(Math.log(e.length)/Math.LN2+1))}function Xa(t,e){for(var r=-1,n=+t[0],i=(t[1]-n)/e,a=[];++r&lt;=e;)a[r]=i*r+n;return a}function Wa(e){return[t.min(e),t.max(e)]}function Ya(t,e){return t.value-e.value}function Za(t,e){var r=t._pack_next;t._pack_next=e,e._pack_prev=t,e._pack_next=r,r._pack_prev=e}function Qa(t,e){t._pack_next=e,e._pack_prev=t}function $a(t,e){var r=e.x-t.x,n=e.y-t.y,i=t.r+e.r;return.999*i*i&gt;r*r+n*n}function Ja(t){if((e=t.children)&amp;&amp;(l=e.length)){var e,r,n,i,a,o,s,l,u=1/0,c=-1/0,f=1/0,h=-1/0;if(e.forEach(Ka),(r=e[0]).x=-r.r,r.y=0,b(r),l&gt;1&amp;&amp;((n=e[1]).x=n.r,n.y=0,b(n),l&gt;2))for(eo(r,n,i=e[2]),b(i),Za(r,i),r._pack_prev=i,Za(i,n),n=r._pack_next,a=3;a&lt;l;a++){eo(r,n,i=e[a]);var d=0,p=1,g=1;for(o=n._pack_next;o!==n;o=o._pack_next,p++)if($a(o,i)){d=1;break}if(1==d)for(s=r._pack_prev;s!==o._pack_prev&amp;&amp;!$a(s,i);s=s._pack_prev,g++);d?(p&lt;g||p==g&amp;&amp;n.r&lt;r.r?Qa(r,n=o):Qa(r=s,n),a--):(Za(r,i),n=i,b(i))}var v=(u+c)/2,m=(f+h)/2,y=0;for(a=0;a&lt;l;a++)(i=e[a]).x-=v,i.y-=m,y=Math.max(y,i.r+Math.sqrt(i.x*i.x+i.y*i.y));t.r=y,e.forEach(to)}function b(t){u=Math.min(t.x-t.r,u),c=Math.max(t.x+t.r,c),f=Math.min(t.y-t.r,f),h=Math.max(t.y+t.r,h)}}function Ka(t){t._pack_next=t._pack_prev=t}function to(t){delete t._pack_next,delete t._pack_prev}function eo(t,e,r){var n=t.r+r.r,i=e.x-t.x,a=e.y-t.y;if(n&amp;&amp;(i||a)){var o=e.r+r.r,s=i*i+a*a,l=.5+((n*=n)-(o*=o))/(2*s),u=Math.sqrt(Math.max(0,2*o*(n+s)-(n-=s)*n-o*o))/(2*s);r.x=t.x+l*i+u*a,r.y=t.y+l*a-u*i}else r.x=t.x+n,r.y=t.y}function ro(t,e){return t.parent==e.parent?1:2}function no(t){var e=t.children;return e.length?e[0]:t.t}function io(t){var e,r=t.children;return(e=r.length)?r[e-1]:t.t}function ao(t,e,r){var n=r/(e.i-t.i);e.c-=n,e.s+=r,t.c+=n,e.z+=r,e.m+=r}function oo(t,e,r){return t.a.parent===e.parent?t.a:r}function so(t){return{x:t.x,y:t.y,dx:t.dx,dy:t.dy}}function lo(t,e){var r=t.x+e[3],n=t.y+e[0],i=t.dx-e[1]-e[3],a=t.dy-e[0]-e[2];return i&lt;0&amp;&amp;(r+=i/2,i=0),a&lt;0&amp;&amp;(n+=a/2,a=0),{x:r,y:n,dx:i,dy:a}}function uo(t){var e=t[0],r=t[t.length-1];return e&lt;r?[e,r]:[r,e]}function co(t){return t.rangeExtent?t.rangeExtent():uo(t.range())}function fo(t,e,r,n){var i=r(t[0],t[1]),a=n(e[0],e[1]);return function(t){return a(i(t))}}function ho(t,e){var r,n=0,i=t.length-1,a=t[n],o=t[i];return o&lt;a&amp;&amp;(r=n,n=i,i=r,r=a,a=o,o=r),t[n]=e.floor(a),t[i]=e.ceil(o),t}function po(t){return t?{floor:function(e){return Math.floor(e/t)*t},ceil:function(e){return Math.ceil(e/t)*t}}:go}t.layout.histogram=function(){var e=!0,r=Number,n=Wa,i=Ga;function a(a,o){for(var s,l,u=[],c=a.map(r,this),f=n.call(this,c,o),h=i.call(this,f,c,o),d=(o=-1,c.length),p=h.length-1,g=e?1:1/d;++o&lt;p;)(s=u[o]=[]).dx=h[o+1]-(s.x=h[o]),s.y=0;if(p&gt;0)for(o=-1;++o&lt;d;)(l=c[o])&gt;=f[0]&amp;&amp;l&lt;=f[1]&amp;&amp;((s=u[t.bisect(h,l,1,p)-1]).y+=g,s.push(a[o]));return u}return a.value=function(t){return arguments.length?(r=t,a):r},a.range=function(t){return arguments.length?(n=ve(t),a):n},a.bins=function(t){return arguments.length?(i=&quot;number&quot;==typeof t?function(e){return Xa(e,t)}:ve(t),a):i},a.frequency=function(t){return arguments.length?(e=!!t,a):e},a},t.layout.pack=function(){var e,r=t.layout.hierarchy().sort(Ya),n=0,i=[1,1];function a(t,a){var o=r.call(this,t,a),s=o[0],l=i[0],u=i[1],c=null==e?Math.sqrt:&quot;function&quot;==typeof e?e:function(){return e};if(s.x=s.y=0,Sa(s,function(t){t.r=+c(t.value)}),Sa(s,Ja),n){var f=n*(e?1:Math.max(2*s.r/l,2*s.r/u))/2;Sa(s,function(t){t.r+=f}),Sa(s,Ja),Sa(s,function(t){t.r-=f})}return function t(e,r,n,i){var a=e.children;e.x=r+=i*e.x;e.y=n+=i*e.y;e.r*=i;if(a)for(var o=-1,s=a.length;++o&lt;s;)t(a[o],r,n,i)}(s,l/2,u/2,e?1:1/Math.max(2*s.r/l,2*s.r/u)),o}return a.size=function(t){return arguments.length?(i=t,a):i},a.radius=function(t){return arguments.length?(e=null==t||&quot;function&quot;==typeof t?t:+t,a):e},a.padding=function(t){return arguments.length?(n=+t,a):n},Ea(a,r)},t.layout.tree=function(){var e=t.layout.hierarchy().sort(null).value(null),r=ro,n=[1,1],i=null;function a(t,a){var u=e.call(this,t,a),c=u[0],f=function(t){var e,r={A:null,children:[t]},n=[r];for(;null!=(e=n.pop());)for(var i,a=e.children,o=0,s=a.length;o&lt;s;++o)n.push((a[o]=i={_:a[o],parent:e,children:(i=a[o].children)&amp;&amp;i.slice()||[],A:null,a:null,z:0,m:0,c:0,s:0,t:null,i:o}).a=i);return r.children[0]}(c);if(Sa(f,o),f.parent.m=-f.z,La(f,s),i)La(c,l);else{var h=c,d=c,p=c;La(c,function(t){t.x&lt;h.x&amp;&amp;(h=t),t.x&gt;d.x&amp;&amp;(d=t),t.depth&gt;p.depth&amp;&amp;(p=t)});var g=r(h,d)/2-h.x,v=n[0]/(d.x+r(d,h)/2+g),m=n[1]/(p.depth||1);La(c,function(t){t.x=(t.x+g)*v,t.y=t.depth*m})}return u}function o(t){var e=t.children,n=t.parent.children,i=t.i?n[t.i-1]:null;if(e.length){!function(t){var e,r=0,n=0,i=t.children,a=i.length;for(;--a&gt;=0;)(e=i[a]).z+=r,e.m+=r,r+=e.s+(n+=e.c)}(t);var a=(e[0].z+e[e.length-1].z)/2;i?(t.z=i.z+r(t._,i._),t.m=t.z-a):t.z=a}else i&amp;&amp;(t.z=i.z+r(t._,i._));t.parent.A=function(t,e,n){if(e){for(var i,a=t,o=t,s=e,l=a.parent.children[0],u=a.m,c=o.m,f=s.m,h=l.m;s=io(s),a=no(a),s&amp;&amp;a;)l=no(l),(o=io(o)).a=t,(i=s.z+f-a.z-u+r(s._,a._))&gt;0&amp;&amp;(ao(oo(s,t,n),t,i),u+=i,c+=i),f+=s.m,u+=a.m,h+=l.m,c+=o.m;s&amp;&amp;!io(o)&amp;&amp;(o.t=s,o.m+=f-c),a&amp;&amp;!no(l)&amp;&amp;(l.t=a,l.m+=u-h,n=t)}return n}(t,i,t.parent.A||n[0])}function s(t){t._.x=t.z+t.parent.m,t.m+=t.parent.m}function l(t){t.x*=n[0],t.y=t.depth*n[1]}return a.separation=function(t){return arguments.length?(r=t,a):r},a.size=function(t){return arguments.length?(i=null==(n=t)?l:null,a):i?null:n},a.nodeSize=function(t){return arguments.length?(i=null==(n=t)?null:l,a):i?n:null},Ea(a,e)},t.layout.cluster=function(){var e=t.layout.hierarchy().sort(null).value(null),r=ro,n=[1,1],i=!1;function a(a,o){var s,l=e.call(this,a,o),u=l[0],c=0;Sa(u,function(e){var n=e.children;n&amp;&amp;n.length?(e.x=function(t){return t.reduce(function(t,e){return t+e.x},0)/t.length}(n),e.y=function(e){return 1+t.max(e,function(t){return t.y})}(n)):(e.x=s?c+=r(e,s):0,e.y=0,s=e)});var f=function t(e){var r=e.children;return r&amp;&amp;r.length?t(r[0]):e}(u),h=function t(e){var r,n=e.children;return n&amp;&amp;(r=n.length)?t(n[r-1]):e}(u),d=f.x-r(f,h)/2,p=h.x+r(h,f)/2;return Sa(u,i?function(t){t.x=(t.x-u.x)*n[0],t.y=(u.y-t.y)*n[1]}:function(t){t.x=(t.x-d)/(p-d)*n[0],t.y=(1-(u.y?t.y/u.y:1))*n[1]}),l}return a.separation=function(t){return arguments.length?(r=t,a):r},a.size=function(t){return arguments.length?(i=null==(n=t),a):i?null:n},a.nodeSize=function(t){return arguments.length?(i=null!=(n=t),a):i?n:null},Ea(a,e)},t.layout.treemap=function(){var e,r=t.layout.hierarchy(),n=Math.round,i=[1,1],a=null,o=so,s=!1,l=&quot;squarify&quot;,u=.5*(1+Math.sqrt(5));function c(t,e){for(var r,n,i=-1,a=t.length;++i&lt;a;)n=(r=t[i]).value*(e&lt;0?0:e),r.area=isNaN(n)||n&lt;=0?0:n}function f(t){var e=t.children;if(e&amp;&amp;e.length){var r,n,i,a=o(t),s=[],u=e.slice(),h=1/0,g=&quot;slice&quot;===l?a.dx:&quot;dice&quot;===l?a.dy:&quot;slice-dice&quot;===l?1&amp;t.depth?a.dy:a.dx:Math.min(a.dx,a.dy);for(c(u,a.dx*a.dy/t.value),s.area=0;(i=u.length)&gt;0;)s.push(r=u[i-1]),s.area+=r.area,&quot;squarify&quot;!==l||(n=d(s,g))&lt;=h?(u.pop(),h=n):(s.area-=s.pop().area,p(s,g,a,!1),g=Math.min(a.dx,a.dy),s.length=s.area=0,h=1/0);s.length&amp;&amp;(p(s,g,a,!0),s.length=s.area=0),e.forEach(f)}}function h(t){var e=t.children;if(e&amp;&amp;e.length){var r,n=o(t),i=e.slice(),a=[];for(c(i,n.dx*n.dy/t.value),a.area=0;r=i.pop();)a.push(r),a.area+=r.area,null!=r.z&amp;&amp;(p(a,r.z?n.dx:n.dy,n,!i.length),a.length=a.area=0);e.forEach(h)}}function d(t,e){for(var r,n=t.area,i=0,a=1/0,o=-1,s=t.length;++o&lt;s;)(r=t[o].area)&amp;&amp;(r&lt;a&amp;&amp;(a=r),r&gt;i&amp;&amp;(i=r));return e*=e,(n*=n)?Math.max(e*i*u/n,n/(e*a*u)):1/0}function p(t,e,r,i){var a,o=-1,s=t.length,l=r.x,u=r.y,c=e?n(t.area/e):0;if(e==r.dx){for((i||c&gt;r.dy)&amp;&amp;(c=r.dy);++o&lt;s;)(a=t[o]).x=l,a.y=u,a.dy=c,l+=a.dx=Math.min(r.x+r.dx-l,c?n(a.area/c):0);a.z=!0,a.dx+=r.x+r.dx-l,r.y+=c,r.dy-=c}else{for((i||c&gt;r.dx)&amp;&amp;(c=r.dx);++o&lt;s;)(a=t[o]).x=l,a.y=u,a.dx=c,u+=a.dy=Math.min(r.y+r.dy-u,c?n(a.area/c):0);a.z=!1,a.dy+=r.y+r.dy-u,r.x+=c,r.dx-=c}}function g(t){var n=e||r(t),a=n[0];return a.x=a.y=0,a.value?(a.dx=i[0],a.dy=i[1]):a.dx=a.dy=0,e&amp;&amp;r.revalue(a),c([a],a.dx*a.dy/a.value),(e?h:f)(a),s&amp;&amp;(e=n),n}return g.size=function(t){return arguments.length?(i=t,g):i},g.padding=function(t){if(!arguments.length)return a;function e(e){return lo(e,t)}var r;return o=null==(a=t)?so:&quot;function&quot;==(r=typeof t)?function(e){var r=t.call(g,e,e.depth);return null==r?so(e):lo(e,&quot;number&quot;==typeof r?[r,r,r,r]:r)}:&quot;number&quot;===r?(t=[t,t,t,t],e):e,g},g.round=function(t){return arguments.length?(n=t?Math.round:Number,g):n!=Number},g.sticky=function(t){return arguments.length?(s=t,e=null,g):s},g.ratio=function(t){return arguments.length?(u=t,g):u},g.mode=function(t){return arguments.length?(l=t+&quot;&quot;,g):l},Ea(g,r)},t.random={normal:function(t,e){var r=arguments.length;return r&lt;2&amp;&amp;(e=1),r&lt;1&amp;&amp;(t=0),function(){var r,n,i;do{i=(r=2*Math.random()-1)*r+(n=2*Math.random()-1)*n}while(!i||i&gt;1);return t+e*r*Math.sqrt(-2*Math.log(i)/i)}},logNormal:function(){var e=t.random.normal.apply(t,arguments);return function(){return Math.exp(e())}},bates:function(e){var r=t.random.irwinHall(e);return function(){return r()/e}},irwinHall:function(t){return function(){for(var e=0,r=0;r&lt;t;r++)e+=Math.random();return e}}},t.scale={};var go={floor:O,ceil:O};function vo(e,r,n,i){var a=[],o=[],s=0,l=Math.min(e.length,r.length)-1;for(e[l]&lt;e[0]&amp;&amp;(e=e.slice().reverse(),r=r.slice().reverse());++s&lt;=l;)a.push(n(e[s-1],e[s])),o.push(i(r[s-1],r[s]));return function(r){var n=t.bisect(e,r,1,l)-1;return o[n](a[n](r))}}function mo(e,r){return t.rebind(e,r,&quot;range&quot;,&quot;rangeRound&quot;,&quot;interpolate&quot;,&quot;clamp&quot;)}function yo(t,e){return ho(t,po(bo(t,e)[2])),ho(t,po(bo(t,e)[2])),t}function bo(t,e){null==e&amp;&amp;(e=10);var r=uo(t),n=r[1]-r[0],i=Math.pow(10,Math.floor(Math.log(n/e)/Math.LN10)),a=e/n*i;return a&lt;=.15?i*=10:a&lt;=.35?i*=5:a&lt;=.75&amp;&amp;(i*=2),r[0]=Math.ceil(r[0]/i)*i,r[1]=Math.floor(r[1]/i)*i+.5*i,r[2]=i,r}function xo(e,r){return t.range.apply(t,bo(e,r))}function _o(e,r,n){var i=bo(e,r);if(n){var a=Ce.exec(n);if(a.shift(),&quot;s&quot;===a[8]){var o=t.formatPrefix(Math.max(y(i[0]),y(i[1])));return a[7]||(a[7]=&quot;.&quot;+Ao(o.scale(i[2]))),a[8]=&quot;f&quot;,n=t.format(a.join(&quot;&quot;)),function(t){return n(o.scale(t))+o.symbol}}a[7]||(a[7]=&quot;.&quot;+function(t,e){var r=Ao(e[2]);return t in wo?Math.abs(r-Ao(Math.max(y(e[0]),y(e[1]))))+ +(&quot;e&quot;!==t):r-2*(&quot;%&quot;===t)}(a[8],i)),n=a.join(&quot;&quot;)}else n=&quot;,.&quot;+Ao(i[2])+&quot;f&quot;;return t.format(n)}t.scale.linear=function(){return function t(e,r,n,i){var a,o;function s(){var t=Math.min(e.length,r.length)&gt;2?vo:fo,s=i?ma:va;return a=t(e,r,s,n),o=t(r,e,s,Zi),l}function l(t){return a(t)}l.invert=function(t){return o(t)};l.domain=function(t){return arguments.length?(e=t.map(Number),s()):e};l.range=function(t){return arguments.length?(r=t,s()):r};l.rangeRound=function(t){return l.range(t).interpolate(ua)};l.clamp=function(t){return arguments.length?(i=t,s()):i};l.interpolate=function(t){return arguments.length?(n=t,s()):n};l.ticks=function(t){return xo(e,t)};l.tickFormat=function(t,r){return _o(e,t,r)};l.nice=function(t){return yo(e,t),s()};l.copy=function(){return t(e,r,n,i)};return s()}([0,1],[0,1],Zi,!1)};var wo={s:1,g:1,p:1,r:1,e:1};function Ao(t){return-Math.floor(Math.log(t)/Math.LN10+.01)}t.scale.log=function(){return function e(r,n,i,a){function o(t){return(i?Math.log(t&lt;0?0:t):-Math.log(t&gt;0?0:-t))/Math.log(n)}function s(t){return i?Math.pow(n,t):-Math.pow(n,-t)}function l(t){return r(o(t))}l.invert=function(t){return s(r.invert(t))};l.domain=function(t){return arguments.length?(i=t[0]&gt;=0,r.domain((a=t.map(Number)).map(o)),l):a};l.base=function(t){return arguments.length?(n=+t,r.domain(a.map(o)),l):n};l.nice=function(){var t=ho(a.map(o),i?Math:To);return r.domain(t),a=t.map(s),l};l.ticks=function(){var t=uo(a),e=[],r=t[0],l=t[1],u=Math.floor(o(r)),c=Math.ceil(o(l)),f=n%1?2:n;if(isFinite(c-u)){if(i){for(;u&lt;c;u++)for(var h=1;h&lt;f;h++)e.push(s(u)*h);e.push(s(u))}else for(e.push(s(u));u++&lt;c;)for(var h=f-1;h&gt;0;h--)e.push(s(u)*h);for(u=0;e[u]&lt;r;u++);for(c=e.length;e[c-1]&gt;l;c--);e=e.slice(u,c)}return e};l.tickFormat=function(e,r){if(!arguments.length)return Mo;arguments.length&lt;2?r=Mo:&quot;function&quot;!=typeof r&amp;&amp;(r=t.format(r));var i=Math.max(1,n*e/l.ticks().length);return function(t){var e=t/s(Math.round(o(t)));return e*n&lt;n-.5&amp;&amp;(e*=n),e&lt;=i?r(t):&quot;&quot;}};l.copy=function(){return e(r.copy(),n,i,a)};return mo(l,r)}(t.scale.linear().domain([0,1]),10,!0,[1,10])};var Mo=t.format(&quot;.0e&quot;),To={floor:function(t){return-Math.ceil(-t)},ceil:function(t){return-Math.floor(-t)}};function ko(t){return function(e){return e&lt;0?-Math.pow(-e,t):Math.pow(e,t)}}t.scale.pow=function(){return function t(e,r,n){var i=ko(r),a=ko(1/r);function o(t){return e(i(t))}o.invert=function(t){return a(e.invert(t))};o.domain=function(t){return arguments.length?(e.domain((n=t.map(Number)).map(i)),o):n};o.ticks=function(t){return xo(n,t)};o.tickFormat=function(t,e){return _o(n,t,e)};o.nice=function(t){return o.domain(yo(n,t))};o.exponent=function(t){return arguments.length?(i=ko(r=t),a=ko(1/r),e.domain(n.map(i)),o):r};o.copy=function(){return t(e.copy(),r,n)};return mo(o,e)}(t.scale.linear(),1,[0,1])},t.scale.sqrt=function(){return t.scale.pow().exponent(.5)},t.scale.ordinal=function(){return function e(r,n){var i,a,o;function s(t){return a[((i.get(t)||(&quot;range&quot;===n.t?i.set(t,r.push(t)):NaN))-1)%a.length]}function l(e,n){return t.range(r.length).map(function(t){return e+n*t})}s.domain=function(t){if(!arguments.length)return r;r=[],i=new x;for(var e,a=-1,o=t.length;++a&lt;o;)i.has(e=t[a])||i.set(e,r.push(e));return s[n.t].apply(s,n.a)};s.range=function(t){return arguments.length?(a=t,o=0,n={t:&quot;range&quot;,a:arguments},s):a};s.rangePoints=function(t,e){arguments.length&lt;2&amp;&amp;(e=0);var i=t[0],u=t[1],c=r.length&lt;2?(i=(i+u)/2,0):(u-i)/(r.length-1+e);return a=l(i+c*e/2,c),o=0,n={t:&quot;rangePoints&quot;,a:arguments},s};s.rangeRoundPoints=function(t,e){arguments.length&lt;2&amp;&amp;(e=0);var i=t[0],u=t[1],c=r.length&lt;2?(i=u=Math.round((i+u)/2),0):(u-i)/(r.length-1+e)|0;return a=l(i+Math.round(c*e/2+(u-i-(r.length-1+e)*c)/2),c),o=0,n={t:&quot;rangeRoundPoints&quot;,a:arguments},s};s.rangeBands=function(t,e,i){arguments.length&lt;2&amp;&amp;(e=0),arguments.length&lt;3&amp;&amp;(i=e);var u=t[1]&lt;t[0],c=t[u-0],f=t[1-u],h=(f-c)/(r.length-e+2*i);return a=l(c+h*i,h),u&amp;&amp;a.reverse(),o=h*(1-e),n={t:&quot;rangeBands&quot;,a:arguments},s};s.rangeRoundBands=function(t,e,i){arguments.length&lt;2&amp;&amp;(e=0),arguments.length&lt;3&amp;&amp;(i=e);var u=t[1]&lt;t[0],c=t[u-0],f=t[1-u],h=Math.floor((f-c)/(r.length-e+2*i));return a=l(c+Math.round((f-c-(r.length-e)*h)/2),h),u&amp;&amp;a.reverse(),o=Math.round(h*(1-e)),n={t:&quot;rangeRoundBands&quot;,a:arguments},s};s.rangeBand=function(){return o};s.rangeExtent=function(){return uo(n.a[0])};s.copy=function(){return e(r,n)};return s.domain(r)}([],{t:&quot;range&quot;,a:[[]]})},t.scale.category10=function(){return t.scale.ordinal().range(Eo)},t.scale.category20=function(){return t.scale.ordinal().range(Lo)},t.scale.category20b=function(){return t.scale.ordinal().range(So)},t.scale.category20c=function(){return t.scale.ordinal().range(Co)};var Eo=[2062260,16744206,2924588,14034728,9725885,9197131,14907330,8355711,12369186,1556175].map(se),Lo=[2062260,11454440,16744206,16759672,2924588,10018698,14034728,16750742,9725885,12955861,9197131,12885140,14907330,16234194,8355711,13092807,12369186,14408589,1556175,10410725].map(se),So=[3750777,5395619,7040719,10264286,6519097,9216594,11915115,13556636,9202993,12426809,15186514,15190932,8666169,11356490,14049643,15177372,8077683,10834324,13528509,14589654].map(se),Co=[3244733,7057110,10406625,13032431,15095053,16616764,16625259,16634018,3253076,7652470,10607003,13101504,7695281,10394312,12369372,14342891,6513507,9868950,12434877,14277081].map(se);function Oo(){return 0}t.scale.quantile=function(){return function e(r,n){var i;function a(){var e=0,a=n.length;for(i=[];++e&lt;a;)i[e-1]=t.quantile(r,e/a);return o}function o(e){if(!isNaN(e=+e))return n[t.bisect(i,e)]}o.domain=function(t){return arguments.length?(r=t.map(d).filter(p).sort(h),a()):r};o.range=function(t){return arguments.length?(n=t,a()):n};o.quantiles=function(){return i};o.invertExtent=function(t){return(t=n.indexOf(t))&lt;0?[NaN,NaN]:[t&gt;0?i[t-1]:r[0],t&lt;i.length?i[t]:r[r.length-1]]};o.copy=function(){return e(r,n)};return a()}([],[])},t.scale.quantize=function(){return function t(e,r,n){var i,a;function o(t){return n[Math.max(0,Math.min(a,Math.floor(i*(t-e))))]}function s(){return i=n.length/(r-e),a=n.length-1,o}o.domain=function(t){return arguments.length?(e=+t[0],r=+t[t.length-1],s()):[e,r]};o.range=function(t){return arguments.length?(n=t,s()):n};o.invertExtent=function(t){return[t=(t=n.indexOf(t))&lt;0?NaN:t/i+e,t+1/i]};o.copy=function(){return t(e,r,n)};return s()}(0,1,[0,1])},t.scale.threshold=function(){return function e(r,n){function i(e){if(e&lt;=e)return n[t.bisect(r,e)]}i.domain=function(t){return arguments.length?(r=t,i):r};i.range=function(t){return arguments.length?(n=t,i):n};i.invertExtent=function(t){return t=n.indexOf(t),[r[t-1],r[t]]};i.copy=function(){return e(r,n)};return i}([.5],[0,1])},t.scale.identity=function(){return function t(e){function r(t){return+t}r.invert=r;r.domain=r.range=function(t){return arguments.length?(e=t.map(r),r):e};r.ticks=function(t){return xo(e,t)};r.tickFormat=function(t,r){return _o(e,t,r)};r.copy=function(){return t(e)};return r}([0,1])},t.svg={},t.svg.arc=function(){var t=Po,e=zo,r=Oo,n=Ro,i=Io,a=No,o=Do;function s(){var s=Math.max(0,+t.apply(this,arguments)),u=Math.max(0,+e.apply(this,arguments)),c=i.apply(this,arguments)-Lt,f=a.apply(this,arguments)-Lt,h=Math.abs(f-c),d=c&gt;f?0:1;if(u&lt;s&amp;&amp;(p=u,u=s,s=p),h&gt;=Et)return l(u,d)+(s?l(s,1-d):&quot;&quot;)+&quot;Z&quot;;var p,g,v,m,y,b,x,_,w,A,M,T,k=0,E=0,L=[];if((m=(+o.apply(this,arguments)||0)/2)&amp;&amp;(v=n===Ro?Math.sqrt(s*s+u*u):+n.apply(this,arguments),d||(E*=-1),u&amp;&amp;(E=zt(v/u*Math.sin(m))),s&amp;&amp;(k=zt(v/s*Math.sin(m)))),u){y=u*Math.cos(c+E),b=u*Math.sin(c+E),x=u*Math.cos(f-E),_=u*Math.sin(f-E);var S=Math.abs(f-c-2*E)&lt;=Tt?0:1;if(E&amp;&amp;Fo(y,b,x,_)===d^S){var C=(c+f)/2;y=u*Math.cos(C),b=u*Math.sin(C),x=_=null}}else y=b=0;if(s){w=s*Math.cos(f-k),A=s*Math.sin(f-k),M=s*Math.cos(c+k),T=s*Math.sin(c+k);var O=Math.abs(c-f+2*k)&lt;=Tt?0:1;if(k&amp;&amp;Fo(w,A,M,T)===1-d^O){var R=(c+f)/2;w=s*Math.cos(R),A=s*Math.sin(R),M=T=null}}else w=A=0;if(h&gt;At&amp;&amp;(p=Math.min(Math.abs(u-s)/2,+r.apply(this,arguments)))&gt;.001){g=s&lt;u^d?0:1;var P=p,z=p;if(h&lt;Tt){var I=null==M?[w,A]:null==x?[y,b]:si([y,b],[M,T],[x,_],[w,A]),N=y-I[0],D=b-I[1],F=x-I[0],j=_-I[1],B=1/Math.sin(Math.acos((N*F+D*j)/(Math.sqrt(N*N+D*D)*Math.sqrt(F*F+j*j)))/2),U=Math.sqrt(I[0]*I[0]+I[1]*I[1]);z=Math.min(p,(s-U)/(B-1)),P=Math.min(p,(u-U)/(B+1))}if(null!=x){var V=jo(null==M?[w,A]:[M,T],[y,b],u,P,d),H=jo([x,_],[w,A],u,P,d);p===P?L.push(&quot;M&quot;,V[0],&quot;A&quot;,P,&quot;,&quot;,P,&quot; 0 0,&quot;,g,&quot; &quot;,V[1],&quot;A&quot;,u,&quot;,&quot;,u,&quot; 0 &quot;,1-d^Fo(V[1][0],V[1][1],H[1][0],H[1][1]),&quot;,&quot;,d,&quot; &quot;,H[1],&quot;A&quot;,P,&quot;,&quot;,P,&quot; 0 0,&quot;,g,&quot; &quot;,H[0]):L.push(&quot;M&quot;,V[0],&quot;A&quot;,P,&quot;,&quot;,P,&quot; 0 1,&quot;,g,&quot; &quot;,H[0])}else L.push(&quot;M&quot;,y,&quot;,&quot;,b);if(null!=M){var q=jo([y,b],[M,T],s,-z,d),G=jo([w,A],null==x?[y,b]:[x,_],s,-z,d);p===z?L.push(&quot;L&quot;,G[0],&quot;A&quot;,z,&quot;,&quot;,z,&quot; 0 0,&quot;,g,&quot; &quot;,G[1],&quot;A&quot;,s,&quot;,&quot;,s,&quot; 0 &quot;,d^Fo(G[1][0],G[1][1],q[1][0],q[1][1]),&quot;,&quot;,1-d,&quot; &quot;,q[1],&quot;A&quot;,z,&quot;,&quot;,z,&quot; 0 0,&quot;,g,&quot; &quot;,q[0]):L.push(&quot;L&quot;,G[0],&quot;A&quot;,z,&quot;,&quot;,z,&quot; 0 0,&quot;,g,&quot; &quot;,q[0])}else L.push(&quot;L&quot;,w,&quot;,&quot;,A)}else L.push(&quot;M&quot;,y,&quot;,&quot;,b),null!=x&amp;&amp;L.push(&quot;A&quot;,u,&quot;,&quot;,u,&quot; 0 &quot;,S,&quot;,&quot;,d,&quot; &quot;,x,&quot;,&quot;,_),L.push(&quot;L&quot;,w,&quot;,&quot;,A),null!=M&amp;&amp;L.push(&quot;A&quot;,s,&quot;,&quot;,s,&quot; 0 &quot;,O,&quot;,&quot;,1-d,&quot; &quot;,M,&quot;,&quot;,T);return L.push(&quot;Z&quot;),L.join(&quot;&quot;)}function l(t,e){return&quot;M0,&quot;+t+&quot;A&quot;+t+&quot;,&quot;+t+&quot; 0 1,&quot;+e+&quot; 0,&quot;+-t+&quot;A&quot;+t+&quot;,&quot;+t+&quot; 0 1,&quot;+e+&quot; 0,&quot;+t}return s.innerRadius=function(e){return arguments.length?(t=ve(e),s):t},s.outerRadius=function(t){return arguments.length?(e=ve(t),s):e},s.cornerRadius=function(t){return arguments.length?(r=ve(t),s):r},s.padRadius=function(t){return arguments.length?(n=t==Ro?Ro:ve(t),s):n},s.startAngle=function(t){return arguments.length?(i=ve(t),s):i},s.endAngle=function(t){return arguments.length?(a=ve(t),s):a},s.padAngle=function(t){return arguments.length?(o=ve(t),s):o},s.centroid=function(){var r=(+t.apply(this,arguments)+ +e.apply(this,arguments))/2,n=(+i.apply(this,arguments)+ +a.apply(this,arguments))/2-Lt;return[Math.cos(n)*r,Math.sin(n)*r]},s};var Ro=&quot;auto&quot;;function Po(t){return t.innerRadius}function zo(t){return t.outerRadius}function Io(t){return t.startAngle}function No(t){return t.endAngle}function Do(t){return t&amp;&amp;t.padAngle}function Fo(t,e,r,n){return(t-r)*e-(e-n)*t&gt;0?0:1}function jo(t,e,r,n,i){var a=t[0]-e[0],o=t[1]-e[1],s=(i?n:-n)/Math.sqrt(a*a+o*o),l=s*o,u=-s*a,c=t[0]+l,f=t[1]+u,h=e[0]+l,d=e[1]+u,p=(c+h)/2,g=(f+d)/2,v=h-c,m=d-f,y=v*v+m*m,b=r-n,x=c*d-h*f,_=(m&lt;0?-1:1)*Math.sqrt(Math.max(0,b*b*y-x*x)),w=(x*m-v*_)/y,A=(-x*v-m*_)/y,M=(x*m+v*_)/y,T=(-x*v+m*_)/y,k=w-p,E=A-g,L=M-p,S=T-g;return k*k+E*E&gt;L*L+S*S&amp;&amp;(w=M,A=T),[[w-l,A-u],[w*r/b,A*r/b]]}function Bo(t){var e=ei,r=ri,n=Xr,i=Vo,a=i.key,o=.7;function s(a){var s,l=[],u=[],c=-1,f=a.length,h=ve(e),d=ve(r);function p(){l.push(&quot;M&quot;,i(t(u),o))}for(;++c&lt;f;)n.call(this,s=a[c],c)?u.push([+h.call(this,s,c),+d.call(this,s,c)]):u.length&amp;&amp;(p(),u=[]);return u.length&amp;&amp;p(),l.length?l.join(&quot;&quot;):null}return s.x=function(t){return arguments.length?(e=t,s):e},s.y=function(t){return arguments.length?(r=t,s):r},s.defined=function(t){return arguments.length?(n=t,s):n},s.interpolate=function(t){return arguments.length?(a=&quot;function&quot;==typeof t?i=t:(i=Uo.get(t)||Vo).key,s):a},s.tension=function(t){return arguments.length?(o=t,s):o},s}t.svg.line=function(){return Bo(O)};var Uo=t.map({linear:Vo,&quot;linear-closed&quot;:Ho,step:function(t){var e=0,r=t.length,n=t[0],i=[n[0],&quot;,&quot;,n[1]];for(;++e&lt;r;)i.push(&quot;H&quot;,(n[0]+(n=t[e])[0])/2,&quot;V&quot;,n[1]);r&gt;1&amp;&amp;i.push(&quot;H&quot;,n[0]);return i.join(&quot;&quot;)},&quot;step-before&quot;:qo,&quot;step-after&quot;:Go,basis:Yo,&quot;basis-open&quot;:function(t){if(t.length&lt;4)return Vo(t);var e,r=[],n=-1,i=t.length,a=[0],o=[0];for(;++n&lt;3;)e=t[n],a.push(e[0]),o.push(e[1]);r.push(Zo(Jo,a)+&quot;,&quot;+Zo(Jo,o)),--n;for(;++n&lt;i;)e=t[n],a.shift(),a.push(e[0]),o.shift(),o.push(e[1]),Ko(r,a,o);return r.join(&quot;&quot;)},&quot;basis-closed&quot;:function(t){var e,r,n=-1,i=t.length,a=i+4,o=[],s=[];for(;++n&lt;4;)r=t[n%i],o.push(r[0]),s.push(r[1]);e=[Zo(Jo,o),&quot;,&quot;,Zo(Jo,s)],--n;for(;++n&lt;a;)r=t[n%i],o.shift(),o.push(r[0]),s.shift(),s.push(r[1]),Ko(e,o,s);return e.join(&quot;&quot;)},bundle:function(t,e){var r=t.length-1;if(r)for(var n,i,a=t[0][0],o=t[0][1],s=t[r][0]-a,l=t[r][1]-o,u=-1;++u&lt;=r;)n=t[u],i=u/r,n[0]=e*n[0]+(1-e)*(a+i*s),n[1]=e*n[1]+(1-e)*(o+i*l);return Yo(t)},cardinal:function(t,e){return t.length&lt;3?Vo(t):t[0]+Xo(t,Wo(t,e))},&quot;cardinal-open&quot;:function(t,e){return t.length&lt;4?Vo(t):t[1]+Xo(t.slice(1,-1),Wo(t,e))},&quot;cardinal-closed&quot;:function(t,e){return t.length&lt;3?Ho(t):t[0]+Xo((t.push(t[0]),t),Wo([t[t.length-2]].concat(t,[t[1]]),e))},monotone:function(t){return t.length&lt;3?Vo(t):t[0]+Xo(t,function(t){var e,r,n,i,a=[],o=function(t){var e=0,r=t.length-1,n=[],i=t[0],a=t[1],o=n[0]=ts(i,a);for(;++e&lt;r;)n[e]=(o+(o=ts(i=a,a=t[e+1])))/2;return n[e]=o,n}(t),s=-1,l=t.length-1;for(;++s&lt;l;)e=ts(t[s],t[s+1]),y(e)&lt;At?o[s]=o[s+1]=0:(r=o[s]/e,n=o[s+1]/e,(i=r*r+n*n)&gt;9&amp;&amp;(i=3*e/Math.sqrt(i),o[s]=i*r,o[s+1]=i*n));s=-1;for(;++s&lt;=l;)i=(t[Math.min(l,s+1)][0]-t[Math.max(0,s-1)][0])/(6*(1+o[s]*o[s])),a.push([i||0,o[s]*i||0]);return a}(t))}});function Vo(t){return t.length&gt;1?t.join(&quot;L&quot;):t+&quot;Z&quot;}function Ho(t){return t.join(&quot;L&quot;)+&quot;Z&quot;}function qo(t){for(var e=0,r=t.length,n=t[0],i=[n[0],&quot;,&quot;,n[1]];++e&lt;r;)i.push(&quot;V&quot;,(n=t[e])[1],&quot;H&quot;,n[0]);return i.join(&quot;&quot;)}function Go(t){for(var e=0,r=t.length,n=t[0],i=[n[0],&quot;,&quot;,n[1]];++e&lt;r;)i.push(&quot;H&quot;,(n=t[e])[0],&quot;V&quot;,n[1]);return i.join(&quot;&quot;)}function Xo(t,e){if(e.length&lt;1||t.length!=e.length&amp;&amp;t.length!=e.length+2)return Vo(t);var r=t.length!=e.length,n=&quot;&quot;,i=t[0],a=t[1],o=e[0],s=o,l=1;if(r&amp;&amp;(n+=&quot;Q&quot;+(a[0]-2*o[0]/3)+&quot;,&quot;+(a[1]-2*o[1]/3)+&quot;,&quot;+a[0]+&quot;,&quot;+a[1],i=t[1],l=2),e.length&gt;1){s=e[1],a=t[l],l++,n+=&quot;C&quot;+(i[0]+o[0])+&quot;,&quot;+(i[1]+o[1])+&quot;,&quot;+(a[0]-s[0])+&quot;,&quot;+(a[1]-s[1])+&quot;,&quot;+a[0]+&quot;,&quot;+a[1];for(var u=2;u&lt;e.length;u++,l++)a=t[l],s=e[u],n+=&quot;S&quot;+(a[0]-s[0])+&quot;,&quot;+(a[1]-s[1])+&quot;,&quot;+a[0]+&quot;,&quot;+a[1]}if(r){var c=t[l];n+=&quot;Q&quot;+(a[0]+2*s[0]/3)+&quot;,&quot;+(a[1]+2*s[1]/3)+&quot;,&quot;+c[0]+&quot;,&quot;+c[1]}return n}function Wo(t,e){for(var r,n=[],i=(1-e)/2,a=t[0],o=t[1],s=1,l=t.length;++s&lt;l;)r=a,a=o,o=t[s],n.push([i*(o[0]-r[0]),i*(o[1]-r[1])]);return n}function Yo(t){if(t.length&lt;3)return Vo(t);var e=1,r=t.length,n=t[0],i=n[0],a=n[1],o=[i,i,i,(n=t[1])[0]],s=[a,a,a,n[1]],l=[i,&quot;,&quot;,a,&quot;L&quot;,Zo(Jo,o),&quot;,&quot;,Zo(Jo,s)];for(t.push(t[r-1]);++e&lt;=r;)n=t[e],o.shift(),o.push(n[0]),s.shift(),s.push(n[1]),Ko(l,o,s);return t.pop(),l.push(&quot;L&quot;,n),l.join(&quot;&quot;)}function Zo(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}Uo.forEach(function(t,e){e.key=t,e.closed=/-closed$/.test(t)});var Qo=[0,2/3,1/3,0],$o=[0,1/3,2/3,0],Jo=[0,1/6,2/3,1/6];function Ko(t,e,r){t.push(&quot;C&quot;,Zo(Qo,e),&quot;,&quot;,Zo(Qo,r),&quot;,&quot;,Zo($o,e),&quot;,&quot;,Zo($o,r),&quot;,&quot;,Zo(Jo,e),&quot;,&quot;,Zo(Jo,r))}function ts(t,e){return(e[1]-t[1])/(e[0]-t[0])}function es(t){for(var e,r,n,i=-1,a=t.length;++i&lt;a;)r=(e=t[i])[0],n=e[1]-Lt,e[0]=r*Math.cos(n),e[1]=r*Math.sin(n);return t}function rs(t){var e=ei,r=ei,n=0,i=ri,a=Xr,o=Vo,s=o.key,l=o,u=&quot;L&quot;,c=.7;function f(s){var f,h,d,p=[],g=[],v=[],m=-1,y=s.length,b=ve(e),x=ve(n),_=e===r?function(){return h}:ve(r),w=n===i?function(){return d}:ve(i);function A(){p.push(&quot;M&quot;,o(t(v),c),u,l(t(g.reverse()),c),&quot;Z&quot;)}for(;++m&lt;y;)a.call(this,f=s[m],m)?(g.push([h=+b.call(this,f,m),d=+x.call(this,f,m)]),v.push([+_.call(this,f,m),+w.call(this,f,m)])):g.length&amp;&amp;(A(),g=[],v=[]);return g.length&amp;&amp;A(),p.length?p.join(&quot;&quot;):null}return f.x=function(t){return arguments.length?(e=r=t,f):r},f.x0=function(t){return arguments.length?(e=t,f):e},f.x1=function(t){return arguments.length?(r=t,f):r},f.y=function(t){return arguments.length?(n=i=t,f):i},f.y0=function(t){return arguments.length?(n=t,f):n},f.y1=function(t){return arguments.length?(i=t,f):i},f.defined=function(t){return arguments.length?(a=t,f):a},f.interpolate=function(t){return arguments.length?(s=&quot;function&quot;==typeof t?o=t:(o=Uo.get(t)||Vo).key,l=o.reverse||o,u=o.closed?&quot;M&quot;:&quot;L&quot;,f):s},f.tension=function(t){return arguments.length?(c=t,f):c},f}function ns(t){return t.radius}function is(t){return[t.x,t.y]}function as(){return 64}function os(){return&quot;circle&quot;}function ss(t){var e=Math.sqrt(t/Tt);return&quot;M0,&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,&quot;+-e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,&quot;+e+&quot;Z&quot;}t.svg.line.radial=function(){var t=Bo(es);return t.radius=t.x,delete t.x,t.angle=t.y,delete t.y,t},qo.reverse=Go,Go.reverse=qo,t.svg.area=function(){return rs(O)},t.svg.area.radial=function(){var t=rs(es);return t.radius=t.x,delete t.x,t.innerRadius=t.x0,delete t.x0,t.outerRadius=t.x1,delete t.x1,t.angle=t.y,delete t.y,t.startAngle=t.y0,delete t.y0,t.endAngle=t.y1,delete t.y1,t},t.svg.chord=function(){var t=Un,e=Vn,r=ns,n=Io,i=No;function a(r,n){var i,a,u=o(this,t,r,n),c=o(this,e,r,n);return&quot;M&quot;+u.p0+s(u.r,u.p1,u.a1-u.a0)+(a=c,(i=u).a0==a.a0&amp;&amp;i.a1==a.a1?l(u.r,u.p1,u.r,u.p0):l(u.r,u.p1,c.r,c.p0)+s(c.r,c.p1,c.a1-c.a0)+l(c.r,c.p1,u.r,u.p0))+&quot;Z&quot;}function o(t,e,a,o){var s=e.call(t,a,o),l=r.call(t,s,o),u=n.call(t,s,o)-Lt,c=i.call(t,s,o)-Lt;return{r:l,a0:u,a1:c,p0:[l*Math.cos(u),l*Math.sin(u)],p1:[l*Math.cos(c),l*Math.sin(c)]}}function s(t,e,r){return&quot;A&quot;+t+&quot;,&quot;+t+&quot; 0 &quot;+ +(r&gt;Tt)+&quot;,1 &quot;+e}function l(t,e,r,n){return&quot;Q 0,0 &quot;+n}return a.radius=function(t){return arguments.length?(r=ve(t),a):r},a.source=function(e){return arguments.length?(t=ve(e),a):t},a.target=function(t){return arguments.length?(e=ve(t),a):e},a.startAngle=function(t){return arguments.length?(n=ve(t),a):n},a.endAngle=function(t){return arguments.length?(i=ve(t),a):i},a},t.svg.diagonal=function(){var t=Un,e=Vn,r=is;function n(n,i){var a=t.call(this,n,i),o=e.call(this,n,i),s=(a.y+o.y)/2,l=[a,{x:a.x,y:s},{x:o.x,y:s},o];return&quot;M&quot;+(l=l.map(r))[0]+&quot;C&quot;+l[1]+&quot; &quot;+l[2]+&quot; &quot;+l[3]}return n.source=function(e){return arguments.length?(t=ve(e),n):t},n.target=function(t){return arguments.length?(e=ve(t),n):e},n.projection=function(t){return arguments.length?(r=t,n):r},n},t.svg.diagonal.radial=function(){var e=t.svg.diagonal(),r=is,n=e.projection;return e.projection=function(t){return arguments.length?n(function(t){return function(){var e=t.apply(this,arguments),r=e[0],n=e[1]-Lt;return[r*Math.cos(n),r*Math.sin(n)]}}(r=t)):r},e},t.svg.symbol=function(){var t=os,e=as;function r(r,n){return(ls.get(t.call(this,r,n))||ss)(e.call(this,r,n))}return r.type=function(e){return arguments.length?(t=ve(e),r):t},r.size=function(t){return arguments.length?(e=ve(t),r):e},r};var ls=t.map({circle:ss,cross:function(t){var e=Math.sqrt(t/5)/2;return&quot;M&quot;+-3*e+&quot;,&quot;+-e+&quot;H&quot;+-e+&quot;V&quot;+-3*e+&quot;H&quot;+e+&quot;V&quot;+-e+&quot;H&quot;+3*e+&quot;V&quot;+e+&quot;H&quot;+e+&quot;V&quot;+3*e+&quot;H&quot;+-e+&quot;V&quot;+e+&quot;H&quot;+-3*e+&quot;Z&quot;},diamond:function(t){var e=Math.sqrt(t/(2*cs)),r=e*cs;return&quot;M0,&quot;+-e+&quot;L&quot;+r+&quot;,0 0,&quot;+e+&quot; &quot;+-r+&quot;,0Z&quot;},square:function(t){var e=Math.sqrt(t)/2;return&quot;M&quot;+-e+&quot;,&quot;+-e+&quot;L&quot;+e+&quot;,&quot;+-e+&quot; &quot;+e+&quot;,&quot;+e+&quot; &quot;+-e+&quot;,&quot;+e+&quot;Z&quot;},&quot;triangle-down&quot;:function(t){var e=Math.sqrt(t/us),r=e*us/2;return&quot;M0,&quot;+r+&quot;L&quot;+e+&quot;,&quot;+-r+&quot; &quot;+-e+&quot;,&quot;+-r+&quot;Z&quot;},&quot;triangle-up&quot;:function(t){var e=Math.sqrt(t/us),r=e*us/2;return&quot;M0,&quot;+-r+&quot;L&quot;+e+&quot;,&quot;+r+&quot; &quot;+-e+&quot;,&quot;+r+&quot;Z&quot;}});t.svg.symbolTypes=ls.keys();var us=Math.sqrt(3),cs=Math.tan(30*St);W.transition=function(t){for(var e,r,n=ps||++ms,i=xs(t),a=[],o=gs||{time:Date.now(),ease:ia,delay:0,duration:250},s=-1,l=this.length;++s&lt;l;){a.push(e=[]);for(var u=this[s],c=-1,f=u.length;++c&lt;f;)(r=u[c])&amp;&amp;_s(r,c,i,n,o),e.push(r)}return ds(a,i,n)},W.interrupt=function(t){return this.each(null==t?fs:hs(xs(t)))};var fs=hs(xs());function hs(t){return function(){var e,r,n;(e=this[t])&amp;&amp;(n=e[r=e.active])&amp;&amp;(n.timer.c=null,n.timer.t=NaN,--e.count?delete e[r]:delete this[t],e.active+=.5,n.event&amp;&amp;n.event.interrupt.call(this,this.__data__,n.index))}}function ds(t,e,r){return V(t,vs),t.namespace=e,t.id=r,t}var ps,gs,vs=[],ms=0;function ys(t,e,r,n){var i=t.id,a=t.namespace;return ct(t,&quot;function&quot;==typeof r?function(t,o,s){t[a][i].tween.set(e,n(r.call(t,t.__data__,o,s)))}:(r=n(r),function(t){t[a][i].tween.set(e,r)}))}function bs(t){return null==t&amp;&amp;(t=&quot;&quot;),function(){this.textContent=t}}function xs(t){return null==t?&quot;__transition__&quot;:&quot;__transition_&quot;+t+&quot;__&quot;}function _s(t,e,r,n,i){var a,o,s,l,u,c=t[r]||(t[r]={active:0,count:0}),f=c[n];function h(r){var i=c.active,h=c[i];for(var p in h&amp;&amp;(h.timer.c=null,h.timer.t=NaN,--c.count,delete c[i],h.event&amp;&amp;h.event.interrupt.call(t,t.__data__,h.index)),c)if(+p&lt;n){var g=c[p];g.timer.c=null,g.timer.t=NaN,--c.count,delete c[p]}o.c=d,Me(function(){return o.c&amp;&amp;d(r||1)&amp;&amp;(o.c=null,o.t=NaN),1},0,a),c.active=n,f.event&amp;&amp;f.event.start.call(t,t.__data__,e),u=[],f.tween.forEach(function(r,n){(n=n.call(t,t.__data__,e))&amp;&amp;u.push(n)}),l=f.ease,s=f.duration}function d(i){for(var a=i/s,o=l(a),h=u.length;h&gt;0;)u[--h].call(t,o);if(a&gt;=1)return f.event&amp;&amp;f.event.end.call(t,t.__data__,e),--c.count?delete c[n]:delete t[r],1}f||(a=i.time,o=Me(function(t){var e=f.delay;if(o.t=e+a,e&lt;=t)return h(t-e);o.c=h},0,a),f=c[n]={tween:new x,time:a,timer:o,delay:i.delay,duration:i.duration,ease:i.ease,index:e},i=null,++c.count)}vs.call=W.call,vs.empty=W.empty,vs.node=W.node,vs.size=W.size,t.transition=function(e,r){return e&amp;&amp;e.transition?ps?e.transition(r):e:t.selection().transition(e)},t.transition.prototype=vs,vs.select=function(t){var e,r,n,i=this.id,a=this.namespace,o=[];t=Y(t);for(var s=-1,l=this.length;++s&lt;l;){o.push(e=[]);for(var u=this[s],c=-1,f=u.length;++c&lt;f;)(n=u[c])&amp;&amp;(r=t.call(n,n.__data__,c,s))?(&quot;__data__&quot;in n&amp;&amp;(r.__data__=n.__data__),_s(r,c,a,i,n[a][i]),e.push(r)):e.push(null)}return ds(o,a,i)},vs.selectAll=function(t){var e,r,n,i,a,o=this.id,s=this.namespace,l=[];t=Z(t);for(var u=-1,c=this.length;++u&lt;c;)for(var f=this[u],h=-1,d=f.length;++h&lt;d;)if(n=f[h]){a=n[s][o],r=t.call(n,n.__data__,h,u),l.push(e=[]);for(var p=-1,g=r.length;++p&lt;g;)(i=r[p])&amp;&amp;_s(i,p,s,o,a),e.push(i)}return ds(l,s,o)},vs.filter=function(t){var e,r,n=[];&quot;function&quot;!=typeof t&amp;&amp;(t=ut(t));for(var i=0,a=this.length;i&lt;a;i++){n.push(e=[]);for(var o,s=0,l=(o=this[i]).length;s&lt;l;s++)(r=o[s])&amp;&amp;t.call(r,r.__data__,s,i)&amp;&amp;e.push(r)}return ds(n,this.namespace,this.id)},vs.tween=function(t,e){var r=this.id,n=this.namespace;return arguments.length&lt;2?this.node()[n][r].tween.get(t):ct(this,null==e?function(e){e[n][r].tween.remove(t)}:function(i){i[n][r].tween.set(t,e)})},vs.attr=function(e,r){if(arguments.length&lt;2){for(r in e)this.attr(r,e[r]);return this}var n=&quot;transform&quot;==e?ga:Zi,i=t.ns.qualify(e);function a(){this.removeAttribute(i)}function o(){this.removeAttributeNS(i.space,i.local)}return ys(this,&quot;attr.&quot;+e,r,i.local?function(t){return null==t?o:(t+=&quot;&quot;,function(){var e,r=this.getAttributeNS(i.space,i.local);return r!==t&amp;&amp;(e=n(r,t),function(t){this.setAttributeNS(i.space,i.local,e(t))})})}:function(t){return null==t?a:(t+=&quot;&quot;,function(){var e,r=this.getAttribute(i);return r!==t&amp;&amp;(e=n(r,t),function(t){this.setAttribute(i,e(t))})})})},vs.attrTween=function(e,r){var n=t.ns.qualify(e);return this.tween(&quot;attr.&quot;+e,n.local?function(t,e){var i=r.call(this,t,e,this.getAttributeNS(n.space,n.local));return i&amp;&amp;function(t){this.setAttributeNS(n.space,n.local,i(t))}}:function(t,e){var i=r.call(this,t,e,this.getAttribute(n));return i&amp;&amp;function(t){this.setAttribute(n,i(t))}})},vs.style=function(t,e,r){var n=arguments.length;if(n&lt;3){if(&quot;string&quot;!=typeof t){for(r in n&lt;2&amp;&amp;(e=&quot;&quot;),t)this.style(r,t[r],e);return this}r=&quot;&quot;}function i(){this.style.removeProperty(t)}return ys(this,&quot;style.&quot;+t,e,function(e){return null==e?i:(e+=&quot;&quot;,function(){var n,i=o(this).getComputedStyle(this,null).getPropertyValue(t);return i!==e&amp;&amp;(n=Zi(i,e),function(e){this.style.setProperty(t,n(e),r)})})})},vs.styleTween=function(t,e,r){return arguments.length&lt;3&amp;&amp;(r=&quot;&quot;),this.tween(&quot;style.&quot;+t,function(n,i){var a=e.call(this,n,i,o(this).getComputedStyle(this,null).getPropertyValue(t));return a&amp;&amp;function(e){this.style.setProperty(t,a(e),r)}})},vs.text=function(t){return ys(this,&quot;text&quot;,t,bs)},vs.remove=function(){var t=this.namespace;return this.each(&quot;end.transition&quot;,function(){var e;this[t].count&lt;2&amp;&amp;(e=this.parentNode)&amp;&amp;e.removeChild(this)})},vs.ease=function(e){var r=this.id,n=this.namespace;return arguments.length&lt;1?this.node()[n][r].ease:(&quot;function&quot;!=typeof e&amp;&amp;(e=t.ease.apply(t,arguments)),ct(this,function(t){t[n][r].ease=e}))},vs.delay=function(t){var e=this.id,r=this.namespace;return arguments.length&lt;1?this.node()[r][e].delay:ct(this,&quot;function&quot;==typeof t?function(n,i,a){n[r][e].delay=+t.call(n,n.__data__,i,a)}:(t=+t,function(n){n[r][e].delay=t}))},vs.duration=function(t){var e=this.id,r=this.namespace;return arguments.length&lt;1?this.node()[r][e].duration:ct(this,&quot;function&quot;==typeof t?function(n,i,a){n[r][e].duration=Math.max(1,t.call(n,n.__data__,i,a))}:(t=Math.max(1,t),function(n){n[r][e].duration=t}))},vs.each=function(e,r){var n=this.id,i=this.namespace;if(arguments.length&lt;2){var a=gs,o=ps;try{ps=n,ct(this,function(t,r,a){gs=t[i][n],e.call(t,t.__data__,r,a)})}finally{gs=a,ps=o}}else ct(this,function(a){var o=a[i][n];(o.event||(o.event=t.dispatch(&quot;start&quot;,&quot;end&quot;,&quot;interrupt&quot;))).on(e,r)});return this},vs.transition=function(){for(var t,e,r,n=this.id,i=++ms,a=this.namespace,o=[],s=0,l=this.length;s&lt;l;s++){o.push(t=[]);for(var u,c=0,f=(u=this[s]).length;c&lt;f;c++)(e=u[c])&amp;&amp;_s(e,c,a,i,{time:(r=e[a][n]).time,ease:r.ease,delay:r.delay+r.duration,duration:r.duration}),t.push(e)}return ds(o,a,i)},t.svg.axis=function(){var e,r=t.scale.linear(),i=ws,a=6,o=6,s=3,l=[10],u=null;function c(n){n.each(function(){var n,c=t.select(this),f=this.__chart__||r,h=this.__chart__=r.copy(),d=null==u?h.ticks?h.ticks.apply(h,l):h.domain():u,p=null==e?h.tickFormat?h.tickFormat.apply(h,l):O:e,g=c.selectAll(&quot;.tick&quot;).data(d,h),v=g.enter().insert(&quot;g&quot;,&quot;.domain&quot;).attr(&quot;class&quot;,&quot;tick&quot;).style(&quot;opacity&quot;,At),m=t.transition(g.exit()).style(&quot;opacity&quot;,At).remove(),y=t.transition(g.order()).style(&quot;opacity&quot;,1),b=Math.max(a,0)+s,x=co(h),_=c.selectAll(&quot;.domain&quot;).data([0]),w=(_.enter().append(&quot;path&quot;).attr(&quot;class&quot;,&quot;domain&quot;),t.transition(_));v.append(&quot;line&quot;),v.append(&quot;text&quot;);var A,M,T,k,E=v.select(&quot;line&quot;),L=y.select(&quot;line&quot;),S=g.select(&quot;text&quot;).text(p),C=v.select(&quot;text&quot;),R=y.select(&quot;text&quot;),P=&quot;top&quot;===i||&quot;left&quot;===i?-1:1;if(&quot;bottom&quot;===i||&quot;top&quot;===i?(n=Ms,A=&quot;x&quot;,T=&quot;y&quot;,M=&quot;x2&quot;,k=&quot;y2&quot;,S.attr(&quot;dy&quot;,P&lt;0?&quot;0em&quot;:&quot;.71em&quot;).style(&quot;text-anchor&quot;,&quot;middle&quot;),w.attr(&quot;d&quot;,&quot;M&quot;+x[0]+&quot;,&quot;+P*o+&quot;V0H&quot;+x[1]+&quot;V&quot;+P*o)):(n=Ts,A=&quot;y&quot;,T=&quot;x&quot;,M=&quot;y2&quot;,k=&quot;x2&quot;,S.attr(&quot;dy&quot;,&quot;.32em&quot;).style(&quot;text-anchor&quot;,P&lt;0?&quot;end&quot;:&quot;start&quot;),w.attr(&quot;d&quot;,&quot;M&quot;+P*o+&quot;,&quot;+x[0]+&quot;H0V&quot;+x[1]+&quot;H&quot;+P*o)),E.attr(k,P*a),C.attr(T,P*b),L.attr(M,0).attr(k,P*a),R.attr(A,0).attr(T,P*b),h.rangeBand){var z=h,I=z.rangeBand()/2;f=h=function(t){return z(t)+I}}else f.rangeBand?f=h:m.call(n,h,f);v.call(n,f,h),y.call(n,h,h)})}return c.scale=function(t){return arguments.length?(r=t,c):r},c.orient=function(t){return arguments.length?(i=t in As?t+&quot;&quot;:ws,c):i},c.ticks=function(){return arguments.length?(l=n(arguments),c):l},c.tickValues=function(t){return arguments.length?(u=t,c):u},c.tickFormat=function(t){return arguments.length?(e=t,c):e},c.tickSize=function(t){var e=arguments.length;return e?(a=+t,o=+arguments[e-1],c):a},c.innerTickSize=function(t){return arguments.length?(a=+t,c):a},c.outerTickSize=function(t){return arguments.length?(o=+t,c):o},c.tickPadding=function(t){return arguments.length?(s=+t,c):s},c.tickSubdivide=function(){return arguments.length&amp;&amp;c},c};var ws=&quot;bottom&quot;,As={top:1,right:1,bottom:1,left:1};function Ms(t,e,r){t.attr(&quot;transform&quot;,function(t){var n=e(t);return&quot;translate(&quot;+(isFinite(n)?n:r(t))+&quot;,0)&quot;})}function Ts(t,e,r){t.attr(&quot;transform&quot;,function(t){var n=e(t);return&quot;translate(0,&quot;+(isFinite(n)?n:r(t))+&quot;)&quot;})}t.svg.brush=function(){var e,r,n=B(h,&quot;brushstart&quot;,&quot;brush&quot;,&quot;brushend&quot;),i=null,a=null,s=[0,0],l=[0,0],u=!0,c=!0,f=Es[0];function h(e){e.each(function(){var e=t.select(this).style(&quot;pointer-events&quot;,&quot;all&quot;).style(&quot;-webkit-tap-highlight-color&quot;,&quot;rgba(0,0,0,0)&quot;).on(&quot;mousedown.brush&quot;,v).on(&quot;touchstart.brush&quot;,v),r=e.selectAll(&quot;.background&quot;).data([0]);r.enter().append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;background&quot;).style(&quot;visibility&quot;,&quot;hidden&quot;).style(&quot;cursor&quot;,&quot;crosshair&quot;),e.selectAll(&quot;.extent&quot;).data([0]).enter().append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;extent&quot;).style(&quot;cursor&quot;,&quot;move&quot;);var n=e.selectAll(&quot;.resize&quot;).data(f,O);n.exit().remove(),n.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return&quot;resize &quot;+t}).style(&quot;cursor&quot;,function(t){return ks[t]}).append(&quot;rect&quot;).attr(&quot;x&quot;,function(t){return/[ew]$/.test(t)?-3:null}).attr(&quot;y&quot;,function(t){return/^[ns]/.test(t)?-3:null}).attr(&quot;width&quot;,6).attr(&quot;height&quot;,6).style(&quot;visibility&quot;,&quot;hidden&quot;),n.style(&quot;display&quot;,h.empty()?&quot;none&quot;:null);var o,s=t.transition(e),l=t.transition(r);i&amp;&amp;(o=co(i),l.attr(&quot;x&quot;,o[0]).attr(&quot;width&quot;,o[1]-o[0]),p(s)),a&amp;&amp;(o=co(a),l.attr(&quot;y&quot;,o[0]).attr(&quot;height&quot;,o[1]-o[0]),g(s)),d(s)})}function d(t){t.selectAll(&quot;.resize&quot;).attr(&quot;transform&quot;,function(t){return&quot;translate(&quot;+s[+/e$/.test(t)]+&quot;,&quot;+l[+/^s/.test(t)]+&quot;)&quot;})}function p(t){t.select(&quot;.extent&quot;).attr(&quot;x&quot;,s[0]),t.selectAll(&quot;.extent,.n&gt;rect,.s&gt;rect&quot;).attr(&quot;width&quot;,s[1]-s[0])}function g(t){t.select(&quot;.extent&quot;).attr(&quot;y&quot;,l[0]),t.selectAll(&quot;.extent,.e&gt;rect,.w&gt;rect&quot;).attr(&quot;height&quot;,l[1]-l[0])}function v(){var f,v,m=this,y=t.select(t.event.target),b=n.of(m,arguments),x=t.select(m),_=y.datum(),w=!/^(n|s)$/.test(_)&amp;&amp;i,A=!/^(e|w)$/.test(_)&amp;&amp;a,M=y.classed(&quot;extent&quot;),T=bt(m),k=t.mouse(m),E=t.select(o(m)).on(&quot;keydown.brush&quot;,function(){32==t.event.keyCode&amp;&amp;(M||(f=null,k[0]-=s[1],k[1]-=l[1],M=2),F())}).on(&quot;keyup.brush&quot;,function(){32==t.event.keyCode&amp;&amp;2==M&amp;&amp;(k[0]+=s[1],k[1]+=l[1],M=0,F())});if(t.event.changedTouches?E.on(&quot;touchmove.brush&quot;,C).on(&quot;touchend.brush&quot;,R):E.on(&quot;mousemove.brush&quot;,C).on(&quot;mouseup.brush&quot;,R),x.interrupt().selectAll(&quot;*&quot;).interrupt(),M)k[0]=s[0]-k[0],k[1]=l[0]-k[1];else if(_){var L=+/w$/.test(_),S=+/^n/.test(_);v=[s[1-L]-k[0],l[1-S]-k[1]],k[0]=s[L],k[1]=l[S]}else t.event.altKey&amp;&amp;(f=k.slice());function C(){var e=t.mouse(m),r=!1;v&amp;&amp;(e[0]+=v[0],e[1]+=v[1]),M||(t.event.altKey?(f||(f=[(s[0]+s[1])/2,(l[0]+l[1])/2]),k[0]=s[+(e[0]&lt;f[0])],k[1]=l[+(e[1]&lt;f[1])]):f=null),w&amp;&amp;O(e,i,0)&amp;&amp;(p(x),r=!0),A&amp;&amp;O(e,a,1)&amp;&amp;(g(x),r=!0),r&amp;&amp;(d(x),b({type:&quot;brush&quot;,mode:M?&quot;move&quot;:&quot;resize&quot;}))}function O(t,n,i){var a,o,h=co(n),d=h[0],p=h[1],g=k[i],v=i?l:s,m=v[1]-v[0];if(M&amp;&amp;(d-=g,p-=m+g),a=(i?c:u)?Math.max(d,Math.min(p,t[i])):t[i],M?o=(a+=g)+m:(f&amp;&amp;(g=Math.max(d,Math.min(p,2*f[i]-a))),g&lt;a?(o=a,a=g):o=g),v[0]!=a||v[1]!=o)return i?r=null:e=null,v[0]=a,v[1]=o,!0}function R(){C(),x.style(&quot;pointer-events&quot;,&quot;all&quot;).selectAll(&quot;.resize&quot;).style(&quot;display&quot;,h.empty()?&quot;none&quot;:null),t.select(&quot;body&quot;).style(&quot;cursor&quot;,null),E.on(&quot;mousemove.brush&quot;,null).on(&quot;mouseup.brush&quot;,null).on(&quot;touchmove.brush&quot;,null).on(&quot;touchend.brush&quot;,null).on(&quot;keydown.brush&quot;,null).on(&quot;keyup.brush&quot;,null),T(),b({type:&quot;brushend&quot;})}x.style(&quot;pointer-events&quot;,&quot;none&quot;).selectAll(&quot;.resize&quot;).style(&quot;display&quot;,null),t.select(&quot;body&quot;).style(&quot;cursor&quot;,y.style(&quot;cursor&quot;)),b({type:&quot;brushstart&quot;}),C()}return h.event=function(i){i.each(function(){var i=n.of(this,arguments),a={x:s,y:l,i:e,j:r},o=this.__chart__||a;this.__chart__=a,ps?t.select(this).transition().each(&quot;start.brush&quot;,function(){e=o.i,r=o.j,s=o.x,l=o.y,i({type:&quot;brushstart&quot;})}).tween(&quot;brush:brush&quot;,function(){var t=Qi(s,a.x),n=Qi(l,a.y);return e=r=null,function(e){s=a.x=t(e),l=a.y=n(e),i({type:&quot;brush&quot;,mode:&quot;resize&quot;})}}).each(&quot;end.brush&quot;,function(){e=a.i,r=a.j,i({type:&quot;brush&quot;,mode:&quot;resize&quot;}),i({type:&quot;brushend&quot;})}):(i({type:&quot;brushstart&quot;}),i({type:&quot;brush&quot;,mode:&quot;resize&quot;}),i({type:&quot;brushend&quot;}))})},h.x=function(t){return arguments.length?(f=Es[!(i=t)&lt;&lt;1|!a],h):i},h.y=function(t){return arguments.length?(f=Es[!i&lt;&lt;1|!(a=t)],h):a},h.clamp=function(t){return arguments.length?(i&amp;&amp;a?(u=!!t[0],c=!!t[1]):i?u=!!t:a&amp;&amp;(c=!!t),h):i&amp;&amp;a?[u,c]:i?u:a?c:null},h.extent=function(t){var n,o,u,c,f;return arguments.length?(i&amp;&amp;(n=t[0],o=t[1],a&amp;&amp;(n=n[0],o=o[0]),e=[n,o],i.invert&amp;&amp;(n=i(n),o=i(o)),o&lt;n&amp;&amp;(f=n,n=o,o=f),n==s[0]&amp;&amp;o==s[1]||(s=[n,o])),a&amp;&amp;(u=t[0],c=t[1],i&amp;&amp;(u=u[1],c=c[1]),r=[u,c],a.invert&amp;&amp;(u=a(u),c=a(c)),c&lt;u&amp;&amp;(f=u,u=c,c=f),u==l[0]&amp;&amp;c==l[1]||(l=[u,c])),h):(i&amp;&amp;(e?(n=e[0],o=e[1]):(n=s[0],o=s[1],i.invert&amp;&amp;(n=i.invert(n),o=i.invert(o)),o&lt;n&amp;&amp;(f=n,n=o,o=f))),a&amp;&amp;(r?(u=r[0],c=r[1]):(u=l[0],c=l[1],a.invert&amp;&amp;(u=a.invert(u),c=a.invert(c)),c&lt;u&amp;&amp;(f=u,u=c,c=f))),i&amp;&amp;a?[[n,u],[o,c]]:i?[n,o]:a&amp;&amp;[u,c])},h.clear=function(){return h.empty()||(s=[0,0],l=[0,0],e=r=null),h},h.empty=function(){return!!i&amp;&amp;s[0]==s[1]||!!a&amp;&amp;l[0]==l[1]},t.rebind(h,n,&quot;on&quot;)};var ks={n:&quot;ns-resize&quot;,e:&quot;ew-resize&quot;,s:&quot;ns-resize&quot;,w:&quot;ew-resize&quot;,nw:&quot;nwse-resize&quot;,ne:&quot;nesw-resize&quot;,se:&quot;nwse-resize&quot;,sw:&quot;nesw-resize&quot;},Es=[[&quot;n&quot;,&quot;e&quot;,&quot;s&quot;,&quot;w&quot;,&quot;nw&quot;,&quot;ne&quot;,&quot;se&quot;,&quot;sw&quot;],[&quot;e&quot;,&quot;w&quot;],[&quot;n&quot;,&quot;s&quot;],[]],Ls=Pe.format=sr.timeFormat,Ss=Ls.utc,Cs=Ss(&quot;%Y-%m-%dT%H:%M:%S.%LZ&quot;);function Os(t){return t.toISOString()}function Rs(e,r,n){function i(t){return e(t)}function a(e,n){var i=(e[1]-e[0])/n,a=t.bisect(zs,i);return a==zs.length?[r.year,bo(e.map(function(t){return t/31536e6}),n)[2]]:a?r[i/zs[a-1]&lt;zs[a]/i?a-1:a]:[Ds,bo(e,n)[2]]}return i.invert=function(t){return Ps(e.invert(t))},i.domain=function(t){return arguments.length?(e.domain(t),i):e.domain().map(Ps)},i.nice=function(t,e){var r=i.domain(),n=uo(r),o=null==t?a(n,10):&quot;number&quot;==typeof t&amp;&amp;a(n,t);function s(r){return!isNaN(r)&amp;&amp;!t.range(r,Ps(+r+1),e).length}return o&amp;&amp;(t=o[0],e=o[1]),i.domain(ho(r,e&gt;1?{floor:function(e){for(;s(e=t.floor(e));)e=Ps(e-1);return e},ceil:function(e){for(;s(e=t.ceil(e));)e=Ps(+e+1);return e}}:t))},i.ticks=function(t,e){var r=uo(i.domain()),n=null==t?a(r,10):&quot;number&quot;==typeof t?a(r,t):!t.range&amp;&amp;[{range:t},e];return n&amp;&amp;(t=n[0],e=n[1]),t.range(r[0],Ps(+r[1]+1),e&lt;1?1:e)},i.tickFormat=function(){return n},i.copy=function(){return Rs(e.copy(),r,n)},mo(i,e)}function Ps(t){return new Date(t)}Ls.iso=Date.prototype.toISOString&amp;&amp;+new Date(&quot;2000-01-01T00:00:00.000Z&quot;)?Os:Cs,Os.parse=function(t){var e=new Date(t);return isNaN(e)?null:e},Os.toString=Cs.toString,Pe.second=De(function(t){return new ze(1e3*Math.floor(t/1e3))},function(t,e){t.setTime(t.getTime()+1e3*Math.floor(e))},function(t){return t.getSeconds()}),Pe.seconds=Pe.second.range,Pe.seconds.utc=Pe.second.utc.range,Pe.minute=De(function(t){return new ze(6e4*Math.floor(t/6e4))},function(t,e){t.setTime(t.getTime()+6e4*Math.floor(e))},function(t){return t.getMinutes()}),Pe.minutes=Pe.minute.range,Pe.minutes.utc=Pe.minute.utc.range,Pe.hour=De(function(t){var e=t.getTimezoneOffset()/60;return new ze(36e5*(Math.floor(t/36e5-e)+e))},function(t,e){t.setTime(t.getTime()+36e5*Math.floor(e))},function(t){return t.getHours()}),Pe.hours=Pe.hour.range,Pe.hours.utc=Pe.hour.utc.range,Pe.month=De(function(t){return(t=Pe.day(t)).setDate(1),t},function(t,e){t.setMonth(t.getMonth()+e)},function(t){return t.getMonth()}),Pe.months=Pe.month.range,Pe.months.utc=Pe.month.utc.range;var zs=[1e3,5e3,15e3,3e4,6e4,3e5,9e5,18e5,36e5,108e5,216e5,432e5,864e5,1728e5,6048e5,2592e6,7776e6,31536e6],Is=[[Pe.second,1],[Pe.second,5],[Pe.second,15],[Pe.second,30],[Pe.minute,1],[Pe.minute,5],[Pe.minute,15],[Pe.minute,30],[Pe.hour,1],[Pe.hour,3],[Pe.hour,6],[Pe.hour,12],[Pe.day,1],[Pe.day,2],[Pe.week,1],[Pe.month,1],[Pe.month,3],[Pe.year,1]],Ns=Ls.multi([[&quot;.%L&quot;,function(t){return t.getMilliseconds()}],[&quot;:%S&quot;,function(t){return t.getSeconds()}],[&quot;%I:%M&quot;,function(t){return t.getMinutes()}],[&quot;%I %p&quot;,function(t){return t.getHours()}],[&quot;%a %d&quot;,function(t){return t.getDay()&amp;&amp;1!=t.getDate()}],[&quot;%b %d&quot;,function(t){return 1!=t.getDate()}],[&quot;%B&quot;,function(t){return t.getMonth()}],[&quot;%Y&quot;,Xr]]),Ds={range:function(e,r,n){return t.range(Math.ceil(e/n)*n,+r,n).map(Ps)},floor:O,ceil:O};Is.year=Pe.year,Pe.scale=function(){return Rs(t.scale.linear(),Is,Ns)};var Fs=Is.map(function(t){return[t[0].utc,t[1]]}),js=Ss.multi([[&quot;.%L&quot;,function(t){return t.getUTCMilliseconds()}],[&quot;:%S&quot;,function(t){return t.getUTCSeconds()}],[&quot;%I:%M&quot;,function(t){return t.getUTCMinutes()}],[&quot;%I %p&quot;,function(t){return t.getUTCHours()}],[&quot;%a %d&quot;,function(t){return t.getUTCDay()&amp;&amp;1!=t.getUTCDate()}],[&quot;%b %d&quot;,function(t){return 1!=t.getUTCDate()}],[&quot;%B&quot;,function(t){return t.getUTCMonth()}],[&quot;%Y&quot;,Xr]]);function Bs(t){return JSON.parse(t.responseText)}function Us(t){var e=i.createRange();return e.selectNode(i.body),e.createContextualFragment(t.responseText)}Fs.year=Pe.year.utc,Pe.scale.utc=function(){return Rs(t.scale.linear(),Fs,js)},t.text=me(function(t){return t.responseText}),t.json=function(t,e){return ye(t,&quot;application/json&quot;,Bs,e)},t.html=function(t,e){return ye(t,&quot;text/html&quot;,Us,e)},t.xml=me(function(t){return t.responseXML}),&quot;object&quot;==typeof e&amp;&amp;e.exports?e.exports=t:this.d3=t}()},{}],82:[function(t,e,r){e.exports=function(){for(var t=0;t&lt;arguments.length;t++)if(void 0!==arguments[t])return arguments[t]}},{}],83:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;incremental-convex-hull&quot;),i=t(&quot;uniq&quot;);function a(t,e){this.point=t,this.index=e}function o(t,e){for(var r=t.point,n=e.point,i=r.length,a=0;a&lt;i;++a){var o=n[a]-r[a];if(o)return o}return 0}e.exports=function(t,e){var r=t.length;if(0===r)return[];var s=t[0].length;if(s&lt;1)return[];if(1===s)return function(t,e,r){if(1===t)return r?[[-1,0]]:[];var n=e.map(function(t,e){return[t[0],e]});n.sort(function(t,e){return t[0]-e[0]});for(var i=new Array(t-1),a=1;a&lt;t;++a){var o=n[a-1],s=n[a];i[a-1]=[o[1],s[1]]}r&amp;&amp;i.push([-1,i[0][1]],[i[t-1][1],-1]);return i}(r,t,e);for(var l=new Array(r),u=1,c=0;c&lt;r;++c){for(var f=t[c],h=new Array(s+1),d=0,p=0;p&lt;s;++p){var g=f[p];h[p]=g,d+=g*g}h[s]=d,l[c]=new a(h,c),u=Math.max(d,u)}i(l,o),r=l.length;for(var v=new Array(r+s+1),m=new Array(r+s+1),y=(s+1)*(s+1)*u,b=new Array(s+1),c=0;c&lt;=s;++c)b[c]=0;b[s]=y,v[0]=b.slice(),m[0]=-1;for(var c=0;c&lt;=s;++c){var h=b.slice();h[c]=1,v[c+1]=h,m[c+1]=-1}for(var c=0;c&lt;r;++c){var x=l[c];v[c+s+1]=x.point,m[c+s+1]=x.index}var _=n(v,!1);_=e?_.filter(function(t){for(var e=0,r=0;r&lt;=s;++r){var n=m[t[r]];if(n&lt;0&amp;&amp;++e&gt;=2)return!1;t[r]=n}return!0}):_.filter(function(t){for(var e=0;e&lt;=s;++e){var r=m[t[e]];if(r&lt;0)return!1;t[e]=r}return!0});if(1&amp;s)for(var c=0;c&lt;_.length;++c){var x=_[c],h=x[0];x[0]=x[1],x[1]=h}return _}},{&quot;incremental-convex-hull&quot;:254,uniq:350}],84:[function(t,e,r){(function(t){var r=!1;if(&quot;undefined&quot;!=typeof Float64Array){var n=new Float64Array(1),i=new Uint32Array(n.buffer);if(n[0]=1,r=!0,1072693248===i[1]){e.exports=function(t){return n[0]=t,[i[0],i[1]]},e.exports.pack=function(t,e){return i[0]=t,i[1]=e,n[0]},e.exports.lo=function(t){return n[0]=t,i[0]},e.exports.hi=function(t){return n[0]=t,i[1]}}else if(1072693248===i[0]){e.exports=function(t){return n[0]=t,[i[1],i[0]]},e.exports.pack=function(t,e){return i[1]=t,i[0]=e,n[0]},e.exports.lo=function(t){return n[0]=t,i[1]},e.exports.hi=function(t){return n[0]=t,i[0]}}else r=!1}if(!r){var a=new t(8);e.exports=function(t){return a.writeDoubleLE(t,0,!0),[a.readUInt32LE(0,!0),a.readUInt32LE(4,!0)]},e.exports.pack=function(t,e){return a.writeUInt32LE(t,0,!0),a.writeUInt32LE(e,4,!0),a.readDoubleLE(0,!0)},e.exports.lo=function(t){return a.writeDoubleLE(t,0,!0),a.readUInt32LE(0,!0)},e.exports.hi=function(t){return a.writeDoubleLE(t,0,!0),a.readUInt32LE(4,!0)}}e.exports.sign=function(t){return e.exports.hi(t)&gt;&gt;&gt;31},e.exports.exponent=function(t){return(e.exports.hi(t)&lt;&lt;1&gt;&gt;&gt;21)-1023},e.exports.fraction=function(t){var r=e.exports.lo(t),n=e.exports.hi(t),i=1048575&amp;n;return 2146435072&amp;n&amp;&amp;(i+=1&lt;&lt;20),[r,i]},e.exports.denormalized=function(t){return!(2146435072&amp;e.exports.hi(t))}}).call(this,t(&quot;buffer&quot;).Buffer)},{buffer:48}],85:[function(t,e,r){e.exports=function(t){switch(t){case&quot;int8&quot;:return Int8Array;case&quot;int16&quot;:return Int16Array;case&quot;int32&quot;:return Int32Array;case&quot;uint8&quot;:return Uint8Array;case&quot;uint16&quot;:return Uint16Array;case&quot;uint32&quot;:return Uint32Array;case&quot;float32&quot;:return Float32Array;case&quot;float64&quot;:return Float64Array;case&quot;array&quot;:return Array;case&quot;uint8_clamped&quot;:return Uint8ClampedArray}}},{}],86:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){switch(&quot;undefined&quot;==typeof e&amp;&amp;(e=0),typeof t){case&quot;number&quot;:if(t&gt;0)return function(t,e){var r,n;for(r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}(0|t,e);break;case&quot;object&quot;:if(&quot;number&quot;==typeof t.length)return function t(e,r,n){var i=0|e[n];if(i&lt;=0)return[];var a,o=new Array(i);if(n===e.length-1)for(a=0;a&lt;i;++a)o[a]=r;else for(a=0;a&lt;i;++a)o[a]=t(e,r,n+1);return o}(t,e,0)}return[]}},{}],87:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=t.length;if(&quot;number&quot;!=typeof e){e=0;for(var i=0;i&lt;r;++i){var a=t[i];e=Math.max(e,a[0],a[1])}e=1+(0|e)}e|=0;for(var o=new Array(e),i=0;i&lt;e;++i)o[i]=[];for(var i=0;i&lt;r;++i){var a=t[i];o[a[0]].push(a[1]),o[a[1]].push(a[0])}for(var s=0;s&lt;e;++s)n(o[s],function(t,e){return t-e});return o};var n=t(&quot;uniq&quot;)},{uniq:350}],88:[function(t,e,r){(function(n,i){!function(t,n){&quot;object&quot;==typeof r&amp;&amp;&quot;undefined&quot;!=typeof e?e.exports=n():t.ES6Promise=n()}(this,function(){&quot;use strict&quot;;function e(t){return&quot;function&quot;==typeof t}var r=Array.isArray?Array.isArray:function(t){return&quot;[object Array]&quot;===Object.prototype.toString.call(t)},a=0,o=void 0,s=void 0,l=function(t,e){g[a]=t,g[a+1]=e,2===(a+=2)&amp;&amp;(s?s(v):_())};var u=&quot;undefined&quot;!=typeof window?window:void 0,c=u||{},f=c.MutationObserver||c.WebKitMutationObserver,h=&quot;undefined&quot;==typeof self&amp;&amp;&quot;undefined&quot;!=typeof n&amp;&amp;&quot;[object process]&quot;==={}.toString.call(n),d=&quot;undefined&quot;!=typeof Uint8ClampedArray&amp;&amp;&quot;undefined&quot;!=typeof importScripts&amp;&amp;&quot;undefined&quot;!=typeof MessageChannel;function p(){var t=setTimeout;return function(){return t(v,1)}}var g=new Array(1e3);function v(){for(var t=0;t&lt;a;t+=2){(0,g[t])(g[t+1]),g[t]=void 0,g[t+1]=void 0}a=0}var m,y,b,x,_=void 0;function w(t,e){var r=arguments,n=this,i=new this.constructor(T);void 0===i[M]&amp;&amp;V(i);var a,o=n._state;return o?(a=r[o-1],l(function(){return B(o,i,a,n._result)})):N(n,i,t,e),i}function A(t){if(t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;t.constructor===this)return t;var e=new this(T);return R(e,t),e}h?_=function(){return n.nextTick(v)}:f?(y=0,b=new f(v),x=document.createTextNode(&quot;&quot;),b.observe(x,{characterData:!0}),_=function(){x.data=y=++y%2}):d?((m=new MessageChannel).port1.onmessage=v,_=function(){return m.port2.postMessage(0)}):_=void 0===u&amp;&amp;&quot;function&quot;==typeof t?function(){try{var e=t(&quot;vertx&quot;);return o=e.runOnLoop||e.runOnContext,function(){o(v)}}catch(t){return p()}}():p();var M=Math.random().toString(36).substring(16);function T(){}var k=void 0,E=1,L=2,S=new F;function C(t){try{return t.then}catch(t){return S.error=t,S}}function O(t,r,n){r.constructor===t.constructor&amp;&amp;n===w&amp;&amp;r.constructor.resolve===A?function(t,e){e._state===E?z(t,e._result):e._state===L?I(t,e._result):N(e,void 0,function(e){return R(t,e)},function(e){return I(t,e)})}(t,r):n===S?I(t,S.error):void 0===n?z(t,r):e(n)?function(t,e,r){l(function(t){var n=!1,i=function(t,e,r,n){try{t.call(e,r,n)}catch(t){return t}}(r,e,function(r){n||(n=!0,e!==r?R(t,r):z(t,r))},function(e){n||(n=!0,I(t,e))},t._label);!n&amp;&amp;i&amp;&amp;(n=!0,I(t,i))},t)}(t,r,n):z(t,r)}function R(t,e){var r;t===e?I(t,new TypeError(&quot;You cannot resolve a promise with itself&quot;)):&quot;function&quot;==typeof(r=e)||&quot;object&quot;==typeof r&amp;&amp;null!==r?O(t,e,C(e)):z(t,e)}function P(t){t._onerror&amp;&amp;t._onerror(t._result),D(t)}function z(t,e){t._state===k&amp;&amp;(t._result=e,t._state=E,0!==t._subscribers.length&amp;&amp;l(D,t))}function I(t,e){t._state===k&amp;&amp;(t._state=L,t._result=e,l(P,t))}function N(t,e,r,n){var i=t._subscribers,a=i.length;t._onerror=null,i[a]=e,i[a+E]=r,i[a+L]=n,0===a&amp;&amp;t._state&amp;&amp;l(D,t)}function D(t){var e=t._subscribers,r=t._state;if(0!==e.length){for(var n=void 0,i=void 0,a=t._result,o=0;o&lt;e.length;o+=3)n=e[o],i=e[o+r],n?B(r,n,i,a):i(a);t._subscribers.length=0}}function F(){this.error=null}var j=new F;function B(t,r,n,i){var a=e(n),o=void 0,s=void 0,l=void 0,u=void 0;if(a){if((o=function(t,e){try{return t(e)}catch(t){return j.error=t,j}}(n,i))===j?(u=!0,s=o.error,o=null):l=!0,r===o)return void I(r,new TypeError(&quot;A promises callback cannot return that same promise.&quot;))}else o=i,l=!0;r._state!==k||(a&amp;&amp;l?R(r,o):u?I(r,s):t===E?z(r,o):t===L&amp;&amp;I(r,o))}var U=0;function V(t){t[M]=U++,t._state=void 0,t._result=void 0,t._subscribers=[]}function H(t,e){this._instanceConstructor=t,this.promise=new t(T),this.promise[M]||V(this.promise),r(e)?(this._input=e,this.length=e.length,this._remaining=e.length,this._result=new Array(this.length),0===this.length?z(this.promise,this._result):(this.length=this.length||0,this._enumerate(),0===this._remaining&amp;&amp;z(this.promise,this._result))):I(this.promise,new Error(&quot;Array Methods must be provided an Array&quot;))}function q(t){this[M]=U++,this._result=this._state=void 0,this._subscribers=[],T!==t&amp;&amp;(&quot;function&quot;!=typeof t&amp;&amp;function(){throw new TypeError(&quot;You must pass a resolver function as the first argument to the promise constructor&quot;)}(),this instanceof q?function(t,e){try{e(function(e){R(t,e)},function(e){I(t,e)})}catch(e){I(t,e)}}(this,t):function(){throw new TypeError(&quot;Failed to construct &#x27;Promise&#x27;: Please use the &#x27;new&#x27; operator, this object constructor cannot be called as a function.&quot;)}())}function G(){var t=void 0;if(&quot;undefined&quot;!=typeof i)t=i;else if(&quot;undefined&quot;!=typeof self)t=self;else try{t=Function(&quot;return this&quot;)()}catch(t){throw new Error(&quot;polyfill failed because global object is unavailable in this environment&quot;)}var e=t.Promise;if(e){var r=null;try{r=Object.prototype.toString.call(e.resolve())}catch(t){}if(&quot;[object Promise]&quot;===r&amp;&amp;!e.cast)return}t.Promise=q}return H.prototype._enumerate=function(){for(var t=this.length,e=this._input,r=0;this._state===k&amp;&amp;r&lt;t;r++)this._eachEntry(e[r],r)},H.prototype._eachEntry=function(t,e){var r=this._instanceConstructor,n=r.resolve;if(n===A){var i=C(t);if(i===w&amp;&amp;t._state!==k)this._settledAt(t._state,e,t._result);else if(&quot;function&quot;!=typeof i)this._remaining--,this._result[e]=t;else if(r===q){var a=new r(T);O(a,t,i),this._willSettleAt(a,e)}else this._willSettleAt(new r(function(e){return e(t)}),e)}else this._willSettleAt(n(t),e)},H.prototype._settledAt=function(t,e,r){var n=this.promise;n._state===k&amp;&amp;(this._remaining--,t===L?I(n,r):this._result[e]=r),0===this._remaining&amp;&amp;z(n,this._result)},H.prototype._willSettleAt=function(t,e){var r=this;N(t,void 0,function(t){return r._settledAt(E,e,t)},function(t){return r._settledAt(L,e,t)})},q.all=function(t){return new H(this,t).promise},q.race=function(t){var e=this;return r(t)?new e(function(r,n){for(var i=t.length,a=0;a&lt;i;a++)e.resolve(t[a]).then(r,n)}):new e(function(t,e){return e(new TypeError(&quot;You must pass an array to race.&quot;))})},q.resolve=A,q.reject=function(t){var e=new this(T);return I(e,t),e},q._setScheduler=function(t){s=t},q._setAsap=function(t){l=t},q._asap=l,q.prototype={constructor:q,then:w,catch:function(t){return this.then(null,t)}},G(),q.polyfill=G,q.Promise=q,q})}).call(this,t(&quot;_process&quot;),&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{_process:308}],89:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n=e||0,i=r||1;return[[t[12]+t[0],t[13]+t[1],t[14]+t[2],t[15]+t[3]],[t[12]-t[0],t[13]-t[1],t[14]-t[2],t[15]-t[3]],[t[12]+t[4],t[13]+t[5],t[14]+t[6],t[15]+t[7]],[t[12]-t[4],t[13]-t[5],t[14]-t[6],t[15]-t[7]],[n*t[12]+t[8],n*t[13]+t[9],n*t[14]+t[10],n*t[15]+t[11]],[i*t[12]-t[8],i*t[13]-t[9],i*t[14]-t[10],i*t[15]-t[11]]]}},{}],90:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-string-blank&quot;);e.exports=function(t){var e=typeof t;if(&quot;string&quot;===e){var r=t;if(0===(t=+t)&amp;&amp;n(r))return!1}else if(&quot;number&quot;!==e)return!1;return t-t&lt;1}},{&quot;is-string-blank&quot;:262}],91:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){switch(arguments.length){case 0:return new o([0],[0],0);case 1:if(&quot;number&quot;==typeof t){var n=l(t);return new o(n,n,0)}return new o(t,l(t.length),0);case 2:if(&quot;number&quot;==typeof e){var n=l(t.length);return new o(t,n,+e)}r=0;case 3:if(t.length!==e.length)throw new Error(&quot;state and velocity lengths must match&quot;);return new o(t,e,r)}};var n=t(&quot;cubic-hermite&quot;),i=t(&quot;binary-search-bounds&quot;);function a(t,e,r){return Math.min(e,Math.max(t,r))}function o(t,e,r){this.dimension=t.length,this.bounds=[new Array(this.dimension),new Array(this.dimension)];for(var n=0;n&lt;this.dimension;++n)this.bounds[0][n]=-1/0,this.bounds[1][n]=1/0;this._state=t.slice().reverse(),this._velocity=e.slice().reverse(),this._time=[r],this._scratch=[t.slice(),t.slice(),t.slice(),t.slice(),t.slice()]}var s=o.prototype;function l(t){for(var e=new Array(t),r=0;r&lt;t;++r)e[r]=0;return e}s.flush=function(t){var e=i.gt(this._time,t)-1;e&lt;=0||(this._time.splice(0,e),this._state.splice(0,e*this.dimension),this._velocity.splice(0,e*this.dimension))},s.curve=function(t){var e=this._time,r=e.length,o=i.le(e,t),s=this._scratch[0],l=this._state,u=this._velocity,c=this.dimension,f=this.bounds;if(o&lt;0)for(var h=c-1,d=0;d&lt;c;++d,--h)s[d]=l[h];else if(o&gt;=r-1){h=l.length-1;var p=t-e[r-1];for(d=0;d&lt;c;++d,--h)s[d]=l[h]+p*u[h]}else{h=c*(o+1)-1;var g=e[o],v=e[o+1]-g||1,m=this._scratch[1],y=this._scratch[2],b=this._scratch[3],x=this._scratch[4],_=!0;for(d=0;d&lt;c;++d,--h)m[d]=l[h],b[d]=u[h]*v,y[d]=l[h+c],x[d]=u[h+c]*v,_=_&amp;&amp;m[d]===y[d]&amp;&amp;b[d]===x[d]&amp;&amp;0===b[d];if(_)for(d=0;d&lt;c;++d)s[d]=m[d];else n(m,b,y,x,(t-g)/v,s)}var w=f[0],A=f[1];for(d=0;d&lt;c;++d)s[d]=a(w[d],A[d],s[d]);return s},s.dcurve=function(t){var e=this._time,r=e.length,a=i.le(e,t),o=this._scratch[0],s=this._state,l=this._velocity,u=this.dimension;if(a&gt;=r-1)for(var c=s.length-1,f=(e[r-1],0);f&lt;u;++f,--c)o[f]=l[c];else{c=u*(a+1)-1;var h=e[a],d=e[a+1]-h||1,p=this._scratch[1],g=this._scratch[2],v=this._scratch[3],m=this._scratch[4],y=!0;for(f=0;f&lt;u;++f,--c)p[f]=s[c],v[f]=l[c]*d,g[f]=s[c+u],m[f]=l[c+u]*d,y=y&amp;&amp;p[f]===g[f]&amp;&amp;v[f]===m[f]&amp;&amp;0===v[f];if(y)for(f=0;f&lt;u;++f)o[f]=0;else{n.derivative(p,v,g,m,(t-h)/d,o);for(f=0;f&lt;u;++f)o[f]/=d}}return o},s.lastT=function(){var t=this._time;return t[t.length-1]},s.stable=function(){for(var t=this._velocity,e=t.length,r=this.dimension-1;r&gt;=0;--r)if(t[--e])return!1;return!0},s.jump=function(t){var e=this.lastT(),r=this.dimension;if(!(t&lt;e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=this.bounds,l=s[0],u=s[1];this._time.push(e,t);for(var c=0;c&lt;2;++c)for(var f=0;f&lt;r;++f)n.push(n[o++]),i.push(0);this._time.push(t);for(f=r;f&gt;0;--f)n.push(a(l[f-1],u[f-1],arguments[f])),i.push(0)}},s.push=function(t){var e=this.lastT(),r=this.dimension;if(!(t&lt;e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=t-e,l=this.bounds,u=l[0],c=l[1],f=s&gt;1e-6?1/s:0;this._time.push(t);for(var h=r;h&gt;0;--h){var d=a(u[h-1],c[h-1],arguments[h]);n.push(d),i.push((d-n[o++])*f)}}},s.set=function(t){var e=this.dimension;if(!(t&lt;this.lastT()||arguments.length!==e+1)){var r=this._state,n=this._velocity,i=this.bounds,o=i[0],s=i[1];this._time.push(t);for(var l=e;l&gt;0;--l)r.push(a(o[l-1],s[l-1],arguments[l])),n.push(0)}},s.move=function(t){var e=this.lastT(),r=this.dimension;if(!(t&lt;=e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=this.bounds,l=s[0],u=s[1],c=t-e,f=c&gt;1e-6?1/c:0;this._time.push(t);for(var h=r;h&gt;0;--h){var d=arguments[h];n.push(a(l[h-1],u[h-1],n[o++]+d)),i.push(d*f)}}},s.idle=function(t){var e=this.lastT();if(!(t&lt;e)){var r=this.dimension,n=this._state,i=this._velocity,o=n.length-r,s=this.bounds,l=s[0],u=s[1],c=t-e;this._time.push(t);for(var f=r-1;f&gt;=0;--f)n.push(a(l[f],u[f],n[o]+c*i[o])),i.push(0),o+=1}}},{&quot;binary-search-bounds&quot;:35,&quot;cubic-hermite&quot;:76}],92:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return new u(t||p,null)};var n=0,i=1;function a(t,e,r,n,i,a){this._color=t,this.key=e,this.value=r,this.left=n,this.right=i,this._count=a}function o(t){return new a(t._color,t.key,t.value,t.left,t.right,t._count)}function s(t,e){return new a(t,e.key,e.value,e.left,e.right,e._count)}function l(t){t._count=1+(t.left?t.left._count:0)+(t.right?t.right._count:0)}function u(t,e){this._compare=t,this.root=e}var c=u.prototype;function f(t,e){this.tree=t,this._stack=e}Object.defineProperty(c,&quot;keys&quot;,{get:function(){var t=[];return this.forEach(function(e,r){t.push(e)}),t}}),Object.defineProperty(c,&quot;values&quot;,{get:function(){var t=[];return this.forEach(function(e,r){t.push(r)}),t}}),Object.defineProperty(c,&quot;length&quot;,{get:function(){return this.root?this.root._count:0}}),c.insert=function(t,e){for(var r=this._compare,o=this.root,c=[],f=[];o;){var h=r(t,o.key);c.push(o),f.push(h),o=h&lt;=0?o.left:o.right}c.push(new a(n,t,e,null,null,1));for(var d=c.length-2;d&gt;=0;--d){o=c[d];f[d]&lt;=0?c[d]=new a(o._color,o.key,o.value,c[d+1],o.right,o._count+1):c[d]=new a(o._color,o.key,o.value,o.left,c[d+1],o._count+1)}for(d=c.length-1;d&gt;1;--d){var p=c[d-1];o=c[d];if(p._color===i||o._color===i)break;var g=c[d-2];if(g.left===p)if(p.left===o){if(!(v=g.right)||v._color!==n){if(g._color=n,g.left=p.right,p._color=i,p.right=g,c[d-2]=p,c[d-1]=o,l(g),l(p),d&gt;=3)(m=c[d-3]).left===g?m.left=p:m.right=p;break}p._color=i,g.right=s(i,v),g._color=n,d-=1}else{if(!(v=g.right)||v._color!==n){if(p.right=o.left,g._color=n,g.left=o.right,o._color=i,o.left=p,o.right=g,c[d-2]=o,c[d-1]=p,l(g),l(p),l(o),d&gt;=3)(m=c[d-3]).left===g?m.left=o:m.right=o;break}p._color=i,g.right=s(i,v),g._color=n,d-=1}else if(p.right===o){if(!(v=g.left)||v._color!==n){if(g._color=n,g.right=p.left,p._color=i,p.left=g,c[d-2]=p,c[d-1]=o,l(g),l(p),d&gt;=3)(m=c[d-3]).right===g?m.right=p:m.left=p;break}p._color=i,g.left=s(i,v),g._color=n,d-=1}else{var v;if(!(v=g.left)||v._color!==n){var m;if(p.left=o.right,g._color=n,g.right=o.left,o._color=i,o.right=p,o.left=g,c[d-2]=o,c[d-1]=p,l(g),l(p),l(o),d&gt;=3)(m=c[d-3]).right===g?m.right=o:m.left=o;break}p._color=i,g.left=s(i,v),g._color=n,d-=1}}return c[0]._color=i,new u(r,c[0])},c.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return function t(e,r){var n;if(r.left&amp;&amp;(n=t(e,r.left)))return n;return(n=e(r.key,r.value))||(r.right?t(e,r.right):void 0)}(t,this.root);case 2:return function t(e,r,n,i){if(r(e,i.key)&lt;=0){var a;if(i.left&amp;&amp;(a=t(e,r,n,i.left)))return a;if(a=n(i.key,i.value))return a}if(i.right)return t(e,r,n,i.right)}(e,this._compare,t,this.root);case 3:if(this._compare(e,r)&gt;=0)return;return function t(e,r,n,i,a){var o,s=n(e,a.key),l=n(r,a.key);if(s&lt;=0){if(a.left&amp;&amp;(o=t(e,r,n,i,a.left)))return o;if(l&gt;0&amp;&amp;(o=i(a.key,a.value)))return o}if(l&gt;0&amp;&amp;a.right)return t(e,r,n,i,a.right)}(e,r,this._compare,t,this.root)}},Object.defineProperty(c,&quot;begin&quot;,{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new f(this,t)}}),Object.defineProperty(c,&quot;end&quot;,{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new f(this,t)}}),c.at=function(t){if(t&lt;0)return new f(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t&lt;e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new f(this,r);if(t-=1,!e.right)break;if(t&gt;=e.right._count)break;e=e.right}return new f(this,[])},c.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a&lt;=0&amp;&amp;(i=n.length),r=a&lt;=0?r.left:r.right}return n.length=i,new f(this,n)},c.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&lt;0&amp;&amp;(i=n.length),r=a&lt;0?r.left:r.right}return n.length=i,new f(this,n)},c.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&gt;0&amp;&amp;(i=n.length),r=a&lt;=0?r.left:r.right}return n.length=i,new f(this,n)},c.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&gt;=0&amp;&amp;(i=n.length),r=a&lt;0?r.left:r.right}return n.length=i,new f(this,n)},c.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 f(this,n);r=i&lt;=0?r.left:r.right}return new f(this,[])},c.remove=function(t){var e=this.find(t);return e?e.remove():this},c.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&lt;=0?r.left:r.right}};var h=f.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 p(t,e){return t&lt;e?-1:t&gt;e?1:0}Object.defineProperty(h,&quot;valid&quot;,{get:function(){return this._stack.length&gt;0}}),Object.defineProperty(h,&quot;node&quot;,{get:function(){return this._stack.length&gt;0?this._stack[this._stack.length-1]:null},enumerable:!0}),h.clone=function(){return new f(this.tree,this._stack.slice())},h.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 a(r._color,r.key,r.value,r.left,r.right,r._count);for(var c=t.length-2;c&gt;=0;--c){(r=t[c]).left===t[c+1]?e[c]=new a(r._color,r.key,r.value,e[c+1],r.right,r._count):e[c]=new a(r._color,r.key,r.value,r.left,e[c+1],r._count)}if((r=e[e.length-1]).left&amp;&amp;r.right){var f=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var h=e[f-1];e.push(new a(r._color,h.key,h.value,r.left,r.right,r._count)),e[f-1].key=r.key,e[f-1].value=r.value;for(c=e.length-2;c&gt;=f;--c)r=e[c],e[c]=new a(r._color,r.key,r.value,r.left,e[c+1],r._count);e[f-1].left=e[f]}if((r=e[e.length-1])._color===n){var p=e[e.length-2];p.left===r?p.left=null:p.right===r&amp;&amp;(p.right=null),e.pop();for(c=0;c&lt;e.length;++c)e[c]._count--;return new u(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&amp;&amp;d(r,r.right),r._color=i;for(c=0;c&lt;e.length-1;++c)e[c]._count--;return new u(this.tree._compare,e[0])}if(1===e.length)return new u(this.tree._compare,null);for(c=0;c&lt;e.length;++c)e[c]._count--;var g=e[e.length-2];return function(t){for(var e,r,a,u,c=t.length-1;c&gt;=0;--c){if(e=t[c],0===c)return void(e._color=i);if((r=t[c-1]).left===e){if((a=r.right).right&amp;&amp;a.right._color===n)return u=(a=r.right=o(a)).right=o(a.right),r.right=a.left,a.left=r,a.right=u,a._color=r._color,e._color=i,r._color=i,u._color=i,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=a:f.right=a),void(t[c-1]=a);if(a.left&amp;&amp;a.left._color===n)return u=(a=r.right=o(a)).left=o(a.left),r.right=u.left,a.left=u.right,u.left=r,u.right=a,u._color=r._color,r._color=i,a._color=i,e._color=i,l(r),l(a),l(u),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=u:f.right=u),void(t[c-1]=u);if(a._color===i){if(r._color===n)return r._color=i,void(r.right=s(n,a));r.right=s(n,a);continue}a=o(a),r.right=a.left,a.left=r,a._color=r._color,r._color=n,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=a:f.right=a),t[c-1]=a,t[c]=r,c+1&lt;t.length?t[c+1]=e:t.push(e),c+=2}else{if((a=r.left).left&amp;&amp;a.left._color===n)return u=(a=r.left=o(a)).left=o(a.left),r.left=a.right,a.right=r,a.left=u,a._color=r._color,e._color=i,r._color=i,u._color=i,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=a:f.left=a),void(t[c-1]=a);if(a.right&amp;&amp;a.right._color===n)return u=(a=r.left=o(a)).right=o(a.right),r.left=u.right,a.right=u.left,u.right=r,u.left=a,u._color=r._color,r._color=i,a._color=i,e._color=i,l(r),l(a),l(u),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=u:f.left=u),void(t[c-1]=u);if(a._color===i){if(r._color===n)return r._color=i,void(r.left=s(n,a));r.left=s(n,a);continue}var f;a=o(a),r.left=a.right,a.right=r,a._color=r._color,r._color=n,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=a:f.left=a),t[c-1]=a,t[c]=r,c+1&lt;t.length?t[c+1]=e:t.push(e),c+=2}}}(e),g.left===r?g.left=null:g.right=null,new u(this.tree._compare,e[0])},Object.defineProperty(h,&quot;key&quot;,{get:function(){if(this._stack.length&gt;0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(h,&quot;value&quot;,{get:function(){if(this._stack.length&gt;0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(h,&quot;index&quot;,{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&amp;&amp;(t=e[e.length-1].left._count);for(var n=e.length-2;n&gt;=0;--n)e[n+1]===e[n].right&amp;&amp;(++t,e[n].left&amp;&amp;(t+=e[n].left._count));return t},enumerable:!0}),h.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&gt;0&amp;&amp;t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,&quot;hasNext&quot;,{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&gt;0;--e)if(t[e-1].left===t[e])return!0;return!1}}),h.update=function(t){var e=this._stack;if(0===e.length)throw new Error(&quot;Can&#x27;t update empty node!&quot;);var r=new Array(e.length),n=e[e.length-1];r[r.length-1]=new a(n._color,n.key,t,n.left,n.right,n._count);for(var i=e.length-2;i&gt;=0;--i)(n=e[i]).left===e[i+1]?r[i]=new a(n._color,n.key,n.value,r[i+1],n.right,n._count):r[i]=new a(n._color,n.key,n.value,n.left,r[i+1],n._count);return new u(this.tree._compare,r[0])},h.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&gt;0&amp;&amp;t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,&quot;hasPrev&quot;,{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&gt;0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],93:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],i=607/128,a=[.9999999999999971,57.15623566586292,-59.59796035547549,14.136097974741746,-.4919138160976202,3399464998481189e-20,4652362892704858e-20,-9837447530487956e-20,.0001580887032249125,-.00021026444172410488,.00021743961811521265,-.0001643181065367639,8441822398385275e-20,-26190838401581408e-21,36899182659531625e-22];function o(t){if(t&lt;0)return Number(&quot;0/0&quot;);for(var e=a[0],r=a.length-1;r&gt;0;--r)e+=a[r]/(t+r);var n=t+i+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e&lt;.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e&gt;100)return Math.exp(o(e));e-=1;for(var r=n[0],i=1;i&lt;9;i++)r+=n[i]/(e+i);var a=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(a,e+.5)*Math.exp(-a)*r},e.exports.log=o},{}],94:[function(t,e,r){e.exports=function(t,e){if(&quot;string&quot;!=typeof t)throw new TypeError(&quot;must specify type string&quot;);if(e=e||{},&quot;undefined&quot;==typeof document&amp;&amp;!e.canvas)return null;var r=e.canvas||document.createElement(&quot;canvas&quot;);&quot;number&quot;==typeof e.width&amp;&amp;(r.width=e.width);&quot;number&quot;==typeof e.height&amp;&amp;(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf(&quot;webgl&quot;)&amp;&amp;a.push(&quot;experimental-&quot;+t);for(var o=0;o&lt;a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],95:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=t(&quot;./lib/text.js&quot;),i=t(&quot;./lib/lines.js&quot;),a=t(&quot;./lib/background.js&quot;),o=t(&quot;./lib/cube.js&quot;),s=t(&quot;./lib/ticks.js&quot;),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(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=[&quot;sans-serif&quot;,&quot;sans-serif&quot;,&quot;sans-serif&quot;],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[&quot;auto&quot;,&quot;auto&quot;,&quot;auto&quot;],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=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],this.labelEnable=[!0,!0,!0],this.labelFont=&quot;sans-serif&quot;,this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[&quot;auto&quot;,&quot;auto&quot;,&quot;auto&quot;],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=c.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)&amp;&amp;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&lt;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),u=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]}),c=!1,f=!1;if(&quot;bounds&quot;in t)for(var h=t.bounds,d=0;d&lt;2;++d)for(var p=0;p&lt;3;++p)h[d][p]!==this.bounds[d][p]&amp;&amp;(f=!0),this.bounds[d][p]=h[d][p];if(&quot;ticks&quot;in t){r=t.ticks,c=!0,this.autoTicks=!1;for(d=0;d&lt;3;++d)this.tickSpacing[d]=0}else a(&quot;tickSpacing&quot;)&amp;&amp;(this.autoTicks=!0,f=!0);if(this._firstInit&amp;&amp;(&quot;ticks&quot;in t||&quot;tickSpacing&quot;in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&amp;&amp;this.autoTicks&amp;&amp;(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(d=0;d&lt;3;++d)r[d].sort(function(t,e){return t.x-e.x});s.equal(r,this.ticks)?c=!1:this.ticks=r}o(&quot;tickEnable&quot;),l(&quot;tickFont&quot;)&amp;&amp;(c=!0),a(&quot;tickSize&quot;),a(&quot;tickAngle&quot;),a(&quot;tickPad&quot;),u(&quot;tickColor&quot;);var g=l(&quot;labels&quot;);l(&quot;labelFont&quot;)&amp;&amp;(g=!0),o(&quot;labelEnable&quot;),a(&quot;labelSize&quot;),a(&quot;labelPad&quot;),u(&quot;labelColor&quot;),o(&quot;lineEnable&quot;),o(&quot;lineMirror&quot;),a(&quot;lineWidth&quot;),u(&quot;lineColor&quot;),o(&quot;lineTickEnable&quot;),o(&quot;lineTickMirror&quot;),a(&quot;lineTickLength&quot;),a(&quot;lineTickWidth&quot;),u(&quot;lineTickColor&quot;),o(&quot;gridEnable&quot;),a(&quot;gridWidth&quot;),u(&quot;gridColor&quot;),o(&quot;zeroEnable&quot;),u(&quot;zeroLineColor&quot;),a(&quot;zeroLineWidth&quot;),o(&quot;backgroundEnable&quot;),u(&quot;backgroundColor&quot;),this._text?this._text&amp;&amp;(g||c)&amp;&amp;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&amp;&amp;c&amp;&amp;(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var d=[new h,new h,new h];function p(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c&lt;3;++c)if(e!==c){var f=a,h=s,d=o,p=l;u&amp;1&lt;&lt;c&amp;&amp;(f=s,h=a,d=l,p=o),f[c]=r[0][c],h[c]=r[1][c],i[c]&gt;0?(d[c]=-1,p[c]=0):(d[c]=0,p[c]=1)}}var g=[0,0,0],v={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var m=[0,0,0],y=[0,0,0],b=[0,0,0];f.draw=function(t){t=t||v;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,x=n[12],_=n[13],w=n[14],A=n[15],M=(s?2:1)*this.pixelRatio*(i[3]*x+i[7]*_+i[11]*w+i[15]*A)/e.drawingBufferHeight,T=0;T&lt;3;++T)this.lastCubeProps.cubeEdges[T]=f[T],this.lastCubeProps.axis[T]=h[T];var k=d;for(T=0;T&lt;3;++T)p(d[T],T,this.bounds,f,h);e=this.gl;var E,L=g;for(T=0;T&lt;3;++T)this.backgroundEnable[T]?L[T]=h[T]:L[T]=0;this._background.draw(r,n,i,a,L,this.backgroundColor),this._lines.bind(r,n,i,this);for(T=0;T&lt;3;++T){var S=[0,0,0];h[T]&gt;0?S[T]=a[1][T]:S[T]=a[0][T];for(var C=0;C&lt;2;++C){var O=(T+1+C)%3,R=(T+1+(1^C))%3;this.gridEnable[O]&amp;&amp;this._lines.drawGrid(O,R,this.bounds,S,this.gridColor[O],this.gridWidth[O]*this.pixelRatio)}for(C=0;C&lt;2;++C){O=(T+1+C)%3,R=(T+1+(1^C))%3;this.zeroEnable[R]&amp;&amp;Math.min(a[0][R],a[1][R])&lt;=0&amp;&amp;Math.max(a[0][R],a[1][R])&gt;=0&amp;&amp;this._lines.drawZero(O,R,this.bounds,S,this.zeroLineColor[R],this.zeroLineWidth[R]*this.pixelRatio)}}for(T=0;T&lt;3;++T){this.lineEnable[T]&amp;&amp;this._lines.drawAxisLine(T,this.bounds,k[T].primalOffset,this.lineColor[T],this.lineWidth[T]*this.pixelRatio),this.lineMirror[T]&amp;&amp;this._lines.drawAxisLine(T,this.bounds,k[T].mirrorOffset,this.lineColor[T],this.lineWidth[T]*this.pixelRatio);var P=u(m,k[T].primalMinor),z=u(y,k[T].mirrorMinor),I=this.lineTickLength;for(C=0;C&lt;3;++C){var N=M/r[5*C];P[C]*=I[C]*N,z[C]*=I[C]*N}this.lineTickEnable[T]&amp;&amp;this._lines.drawAxisTicks(T,k[T].primalOffset,P,this.lineTickColor[T],this.lineTickWidth[T]*this.pixelRatio),this.lineTickMirror[T]&amp;&amp;this._lines.drawAxisTicks(T,k[T].mirrorOffset,z,this.lineTickColor[T],this.lineTickWidth[T]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var D,F;function j(t){(F=[0,0,0])[t]=1}function B(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&gt;0&amp;&amp;l&gt;0?j(n):a&gt;0&amp;&amp;l&lt;0?j(n):a&lt;0&amp;&amp;l&gt;0?j(n):a&lt;0&amp;&amp;l&lt;0?j(n):o&gt;0&amp;&amp;s&gt;0?j(i):o&gt;0&amp;&amp;s&lt;0?j(i):o&lt;0&amp;&amp;s&gt;0?j(i):o&lt;0&amp;&amp;s&lt;0&amp;&amp;j(i)}for(T=0;T&lt;3;++T){var U=k[T].primalMinor,V=k[T].mirrorMinor,H=u(b,k[T].primalOffset);for(C=0;C&lt;3;++C)this.lineTickEnable[T]&amp;&amp;(H[C]+=M*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[T]=1,this.tickEnable[T]){-3600===this.tickAngle[T]?(this.tickAngle[T]=0,this.tickAlign[T]=&quot;auto&quot;):this.tickAlign[T]=-1,D=1,&quot;auto&quot;===(E=[this.tickAlign[T],.5,D])[0]?E[0]=0:E[0]=parseInt(&quot;&quot;+E[0]),F=[0,0,0],B(T,U,V);for(C=0;C&lt;3;++C)H[C]+=M*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(T,this.tickSize[T],this.tickAngle[T],H,this.tickColor[T],q,F,E)}if(this.labelEnable[T]){D=0,F=[0,0,0],this.labels[T].length&gt;4&amp;&amp;(j(T),D=1),&quot;auto&quot;===(E=[this.labelAlign[T],.5,D])[0]?E[0]=0:E[0]=parseInt(&quot;&quot;+E[0]);for(C=0;C&lt;3;++C)H[C]+=M*U[C]*this.labelPad[C]/r[5*C];H[T]+=.5*(a[0][T]+a[1][T]),this._text.drawLabel(T,this.labelSize[T],this.labelAngle[T],H,this.labelColor[T],[0,0,0],F,E)}}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}},{&quot;./lib/background.js&quot;:96,&quot;./lib/cube.js&quot;:97,&quot;./lib/lines.js&quot;:98,&quot;./lib/text.js&quot;:100,&quot;./lib/ticks.js&quot;:101}],96:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=[],r=[],s=0,l=0;l&lt;3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],d=-1;d&lt;=1;d+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=d,h[l]=d;for(var p=-1;p&lt;=1;p+=2){f[u]=p;for(var g=-1;g&lt;=1;g+=2)f[c]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var v=u;u=c,c=v}var m=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),b=i(t,[{buffer:m,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:m,type:t.FLOAT,size:3,offset:12,stride:24}],y),x=a(t);return x.attributes.position.location=0,x.attributes.normal.location=1,new o(t,m,b,x)};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders&quot;).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&lt;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()}},{&quot;./shaders&quot;:99,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],97:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a,d){i(s,e,t),i(s,r,s);for(var y=0,b=0;b&lt;2;++b){c[2]=a[b][2];for(var x=0;x&lt;2;++x){c[1]=a[x][1];for(var _=0;_&lt;2;++_)c[0]=a[_][0],h(l[y],c,s),y+=1}}for(var w=-1,b=0;b&lt;8;++b){for(var A=l[b][3],M=0;M&lt;3;++M)u[b][M]=l[b][M]/A;d&amp;&amp;(u[b][2]*=-1),A&lt;0&amp;&amp;(w&lt;0?w=b:u[b][2]&lt;u[w][2]&amp;&amp;(w=b))}if(w&lt;0){w=0;for(var T=0;T&lt;3;++T){for(var k=(T+2)%3,E=(T+1)%3,L=-1,S=-1,C=0;C&lt;2;++C){var O=C&lt;&lt;T,R=O+(C&lt;&lt;k)+(1-C&lt;&lt;E),P=O+(1-C&lt;&lt;k)+(C&lt;&lt;E);o(u[O],u[R],u[P],f)&lt;0||(C?L=1:S=1)}if(L&lt;0||S&lt;0)S&gt;L&amp;&amp;(w|=1&lt;&lt;T);else{for(var C=0;C&lt;2;++C){var O=C&lt;&lt;T,R=O+(C&lt;&lt;k)+(1-C&lt;&lt;E),P=O+(1-C&lt;&lt;k)+(C&lt;&lt;E),z=p([l[O],l[R],l[P],l[O+(1&lt;&lt;k)+(1&lt;&lt;E)]]);C?L=z:S=z}S&gt;L&amp;&amp;(w|=1&lt;&lt;T)}}}for(var I=7^w,N=-1,b=0;b&lt;8;++b)b!==w&amp;&amp;b!==I&amp;&amp;(N&lt;0?N=b:u[N][1]&gt;u[b][1]&amp;&amp;(N=b));for(var D=-1,b=0;b&lt;3;++b){var F=N^1&lt;&lt;b;if(F!==w&amp;&amp;F!==I){D&lt;0&amp;&amp;(D=F);var E=u[F];E[0]&lt;u[D][0]&amp;&amp;(D=F)}}for(var j=-1,b=0;b&lt;3;++b){var F=N^1&lt;&lt;b;if(F!==w&amp;&amp;F!==I&amp;&amp;F!==D){j&lt;0&amp;&amp;(j=F);var E=u[F];E[0]&gt;u[j][0]&amp;&amp;(j=F)}}var B=g;B[0]=B[1]=B[2]=0,B[n.log2(D^N)]=N&amp;D,B[n.log2(N^j)]=N&amp;j;var U=7^j;U===w||U===I?(U=7^D,B[n.log2(j^U)]=U&amp;j):B[n.log2(D^U)]=U&amp;D;for(var V=v,H=w,T=0;T&lt;3;++T)V[T]=H&amp;1&lt;&lt;T?-1:1;return m};var n=t(&quot;bit-twiddle&quot;),i=t(&quot;gl-mat4/multiply&quot;),a=t(&quot;split-polygon&quot;),o=t(&quot;robust-orientation&quot;),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n&lt;4;++n){t[n]=r[12+n];for(var i=0;i&lt;3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t&lt;8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var d=[[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 p(t){for(var e=0;e&lt;d.length;++e)if((t=a.positive(t,d[e])).length&lt;3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1&lt;t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var g=[1,1,1],v=[0,0,0],m={cubeEdges:g,axis:v}},{&quot;bit-twiddle&quot;:36,&quot;gl-mat4/multiply&quot;:126,&quot;robust-orientation&quot;:322,&quot;split-polygon&quot;:339}],98:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[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&lt;3;++f){for(var h=o.length/3|0,p=0;p&lt;r[f].length;++p){var g=+r[f][p].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;s[f]=h,l[f]=v-h;for(var h=o.length/3|0,m=0;m&lt;r[f].length;++m){var g=+r[f][m].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;u[f]=h,c[f]=v-h}var y=n(t,new Float32Array(o)),b=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),x=a(t);return x.attributes.position.location=0,new d(t,y,b,x,l,s,c,u)};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders&quot;).line,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[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 d(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 p=d.prototype;p.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},p.unbind=function(){this.vao.unbind()},p.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,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,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)},p.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])}},p.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var d=h(u,n);d[e]+=r[0][e],this.shader.uniforms.offset=d;var p=f(o);p[t]=1,this.shader.uniforms.majorAxis=p;var g=f(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},p.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 c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var d=f(l);d[e]=1,this.shader.uniforms.screenAxis=d,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},p.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{&quot;./shaders&quot;:99,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],99:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}&quot;]);r.line=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;}])};var s=n([&quot;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 &lt; 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 &gt; HALF_PI) &amp;&amp; (b &lt;= 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 &lt; (      ratio) * HALF_PI) ? 0.0 :\\n    (b &lt; (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b &lt; (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b &lt; (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 &gt;  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) &amp;&amp;\\n                   (axis.y == 0.0) &amp;&amp;\\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) &lt; 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) &lt; 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) &gt; 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}&quot;]),l=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}&quot;]);r.text=function(t){return i(t,s,l,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;}])};var u=n([&quot;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) &gt; 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}&quot;]),c=n([&quot;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}&quot;]);r.bg=function(t){return i(t,u,c,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],100:[function(t,e,r){(function(r){&quot;use strict&quot;;e.exports=function(t,e,r,a,s,l){var c=n(t),f=i(t,[{buffer:c,size:3}]),h=o(t);h.attributes.position.location=0;var d=new u(t,h,c,f);return d.update(e,r,a,s,l),d};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;vectorize-text&quot;),o=t(&quot;./shaders&quot;).text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function u(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 c=u.prototype,f=[0,0];c.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},c.unbind=function(){this.vao.unbind()},c.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var u=l[r];u||(u=l[r]={});var c=u[e];c||(c=u[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn(&#x27;error vectorizing text:&quot;&#x27;+t+&#x27;&quot; error:&#x27;,e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:&quot;center&quot;,textBaseline:&quot;middle&quot;,lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,d=c.cells,p=0,g=d.length;p&lt;g;++p)for(var v=d[p],m=2;m&gt;=0;--m){var y=h[v[m]];o.push(f*y[0],-f*y[1],t)}}for(var u=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],d={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},p=0;p&lt;3;++p){f[p]=o.length/3|0,s(.5*(t[0][p]+t[1][p]),e[p],r[p],12,1.25,d),h[p]=(o.length/3|0)-f[p],u[p]=o.length/3|0;for(var g=0;g&lt;n[p].length;++g)n[p][g].text&amp;&amp;s(n[p][g].x,n[p][g].text,n[p][g].font||i,n[p][g].fontSize||12,1.25,d);c[p]=(o.length/3|0)-u[p]}this.buffer.update(o),this.tickOffset=u,this.tickCount=c,this.labelOffset=f,this.labelCount=h},c.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&amp;&amp;(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]))},c.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&amp;&amp;(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]))},c.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(&quot;_process&quot;))},{&quot;./shaders&quot;:99,_process:308,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168,&quot;vectorize-text&quot;:351}],101:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r=t+&quot;&quot;,n=r.indexOf(&quot;.&quot;),i=0;n&gt;=0&amp;&amp;(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+&quot;&quot;;if(s.indexOf(&quot;e&quot;)&gt;=0)return s;var l=o/a,u=o%a;o&lt;0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=&quot;&quot;+l;if(o&lt;0&amp;&amp;(c=&quot;-&quot;+c),i){for(var f=&quot;&quot;+u;f.length&lt;i;)f=&quot;0&quot;+f;return c+&quot;.&quot;+f}return c}r.create=function(t,e){for(var r=[],i=0;i&lt;3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]&lt;=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(var o=-1;o*e[i]&gt;=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&lt;3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n&lt;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}},{}],102:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,l,f){var h=e.model||u,d=e.view||u,m=e.projection||u,y=e._ortho||!1,b=t.bounds,x=(f=f||a(h,d,m,b,y)).axis;o(c,d,h),o(c,m,c);for(var _=g,w=0;w&lt;3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var A=n(s(c,c));s(c,c);for(var M=0;M&lt;3;++M){var T=(M+1)%3,k=(M+2)%3,E=v;t:for(var w=0;w&lt;2;++w){var L=[];if(x[M]&lt;0!=!!w){E[M]=b[w][M];for(var S=0;S&lt;2;++S){E[T]=b[S^w][T];for(var C=0;C&lt;2;++C)E[k]=b[C^S^w][k],L.push(E.slice())}for(var O=y?5:4,S=O;S===O;++S){if(0===L.length)continue t;L=i.positive(L,A[S])}for(var S=0;S&lt;L.length;++S)for(var k=L[S],R=p(v,c,k,r,l),C=0;C&lt;3;++C)_[C].lo=Math.min(_[C].lo,k[C]),_[C].hi=Math.max(_[C].hi,k[C]),C!==M&amp;&amp;(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(R[C])))}}}return _};var n=t(&quot;extract-frustum-planes&quot;),i=t(&quot;split-polygon&quot;),a=t(&quot;./lib/cube.js&quot;),o=t(&quot;gl-mat4/multiply&quot;),s=t(&quot;gl-mat4/transpose&quot;),l=t(&quot;gl-vec4/transformMat4&quot;),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],d=[0,0,0,1];function p(t,e,r,n,i){for(var a=0;a&lt;3;++a){for(var o=h,s=d,u=0;u&lt;3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]&lt;0&amp;&amp;(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]&lt;0&amp;&amp;(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var g=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],v=[0,0,0]},{&quot;./lib/cube.js&quot;:97,&quot;extract-frustum-planes&quot;:89,&quot;gl-mat4/multiply&quot;:126,&quot;gl-mat4/transpose&quot;:135,&quot;gl-vec4/transformMat4&quot;:239,&quot;split-polygon&quot;:339}],103:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=t(&quot;ndarray-ops&quot;),a=t(&quot;ndarray&quot;),o=[&quot;uint8&quot;,&quot;uint8_clamped&quot;,&quot;uint16&quot;,&quot;uint32&quot;,&quot;int8&quot;,&quot;int16&quot;,&quot;int32&quot;,&quot;float32&quot;];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 u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a&lt;0)return t.bufferData(e,i,n),o;if(o+a&gt;r)throw new Error(&quot;gl-buffer: If resizing buffer, must not specify offset&quot;);return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a&lt;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(&quot;number&quot;!=typeof e&amp;&amp;(e=-1),this.bind(),&quot;object&quot;==typeof t&amp;&amp;&quot;undefined&quot;!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)&lt;0&amp;&amp;(r=&quot;float32&quot;),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(&quot;OES_element_index_uint&quot;)&amp;&amp;&quot;uint16&quot;!==r?&quot;uint32&quot;:&quot;uint16&quot;;if(r===t.dtype&amp;&amp;function(t,e){for(var r=1,n=e.length-1;n&gt;=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&amp;&amp;t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(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=u(this.gl,this.type,this.length,this.usage,e&lt;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?c(t,&quot;uint16&quot;):c(t,&quot;float32&quot;),this.length=u(this.gl,this.type,this.length,this.usage,e&lt;0?f:f.subarray(0,t.length),e),n.free(f)}else if(&quot;object&quot;==typeof t&amp;&amp;&quot;number&quot;==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(&quot;number&quot;!=typeof t&amp;&amp;void 0!==t)throw new Error(&quot;gl-buffer: Invalid data type&quot;);if(e&gt;=0)throw new Error(&quot;gl-buffer: Cannot specify offset when resizing buffer&quot;);(t|=0)&lt;=0&amp;&amp;(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&amp;&amp;r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(&quot;gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER&quot;);if(n!==t.DYNAMIC_DRAW&amp;&amp;n!==t.STATIC_DRAW&amp;&amp;n!==t.STREAM_DRAW)throw new Error(&quot;gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW&quot;);var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:286,&quot;ndarray-ops&quot;:280,&quot;typedarray-pool&quot;:348}],104:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-vec3&quot;),i=function(t,e){for(var r=0;r&lt;t.length;r++)if(t[r]&gt;=e)return r-1;return r},a=n.create(),o=n.create(),s=function(t,e,r){return t&lt;e?e:t&gt;r?r:t},l=function(t,e,r,l){var u=t[0],c=t[1],f=t[2],h=r[0].length,d=r[1].length,p=r[2].length,g=i(r[0],u),v=i(r[1],c),m=i(r[2],f),y=g+1,b=v+1,x=m+1;if(l&amp;&amp;(g=s(g,0,h-1),y=s(y,0,h-1),v=s(v,0,d-1),b=s(b,0,d-1),m=s(m,0,p-1),x=s(x,0,p-1)),g&lt;0||v&lt;0||m&lt;0||y&gt;=h||b&gt;=d||x&gt;=p)return n.create();var _=(u-r[0][g])/(r[0][y]-r[0][g]),w=(c-r[1][v])/(r[1][b]-r[1][v]),A=(f-r[2][m])/(r[2][x]-r[2][m]);(_&lt;0||_&gt;1||isNaN(_))&amp;&amp;(_=0),(w&lt;0||w&gt;1||isNaN(w))&amp;&amp;(w=0),(A&lt;0||A&gt;1||isNaN(A))&amp;&amp;(A=0);var M=m*h*d,T=x*h*d,k=v*h,E=b*h,L=g,S=y,C=e[k+M+L],O=e[k+M+S],R=e[E+M+L],P=e[E+M+S],z=e[k+T+L],I=e[k+T+S],N=e[E+T+L],D=e[E+T+S],F=n.create();return n.lerp(F,C,O,_),n.lerp(a,R,P,_),n.lerp(F,F,a,w),n.lerp(a,z,I,_),n.lerp(o,N,D,_),n.lerp(a,a,o,w),n.lerp(F,F,a,A),F};e.exports=function(t,e){var r;r=t.positions?t.positions:function(t){for(var e=t[0],r=t[1],n=t[2],i=[],a=0;a&lt;n.length;a++)for(var o=0;o&lt;r.length;o++)for(var s=0;s&lt;e.length;s++)i.push([n[a],r[o],e[s]]);return i}(t.meshgrid);var i=t.meshgrid,a=t.vectors,o={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vertexNormals:[],vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&amp;&amp;(e[0]=[0,0,0],e[1]=[0,0,0]),o;for(var s=0,u=1/0,c=-1/0,f=1/0,h=-1/0,d=1/0,p=-1/0,g=null,v=null,m=[],y=1/0,b=0;b&lt;r.length;b++){var x,_=r[b];u=Math.min(_[0],u),c=Math.max(_[0],c),f=Math.min(_[1],f),h=Math.max(_[1],h),d=Math.min(_[2],d),p=Math.max(_[2],p),x=i?l(_,a,i,!0):a[b],n.length(x)&gt;s&amp;&amp;(s=n.length(x)),b&amp;&amp;(y=Math.min(y,2*n.distance(g,_)/(n.length(v)+n.length(x)))),g=_,v=x,m.push(x)}var w=[u,f,d],A=[c,h,p];e&amp;&amp;(e[0]=w,e[1]=A),0===s&amp;&amp;(s=1);var M=1/s;isFinite(y)&amp;&amp;!isNaN(y)||(y=1),o.vectorScale=y;var T=function(t,e,r){var i=n.create();return void 0!==t&amp;&amp;n.set(i,t,e,r),i}(0,1,0),k=t.coneSize||.5;t.absoluteConeSize&amp;&amp;(k=t.absoluteConeSize*M),o.coneScale=k;b=0;for(var E=0;b&lt;r.length;b++)for(var L=(_=r[b])[0],S=_[1],C=_[2],O=m[b],R=n.length(O)*M,P=0;P&lt;8;P++){o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vertexIntensity.push(R,R,R),o.vertexIntensity.push(R,R,R),o.vertexNormals.push(T,T,T),o.vertexNormals.push(T,T,T);var z=o.positions.length;o.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return o},e.exports.createConeMesh=t(&quot;./lib/conemesh&quot;)},{&quot;./lib/conemesh&quot;:105,&quot;gl-vec3&quot;:187}],105:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./shaders&quot;),g=p.meshShader,v=p.pickShader,m=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function y(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,y,b,x,_,w,A,M){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.triangleNormals=u,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.lineWidth=1,this.edgePositions=f,this.edgeColors=d,this.edgeUVs=p,this.edgeIds=h,this.edgeVAO=g,this.edgeCount=0,this.pointPositions=v,this.pointColors=b,this.pointUVs=x,this.pointSizes=_,this.pointIds=y,this.pointVAO=w,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=M,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=m,this._view=m,this._projection=m,this._resolution=[1,1]}var b=y.prototype;function x(t){var e=n(t,v.vertex,v.fragment,null,v.attributes);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.vector.location=5,e}b.isOpaque=function(){return this.opacity&gt;=1},b.isTransparent=function(){return this.opacity&lt;1},b.pickSlots=1,b.setPickBase=function(t){this.pickId=t},b.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},b.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),void 0!==t.vectorScale&amp;&amp;(this.vectorScale=t.vectorScale),void 0!==t.coneScale&amp;&amp;(this.coneScale=t.coneScale),void 0!==t.coneOffset&amp;&amp;(this.coneOffset=t.coneOffset),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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&amp;&amp;r&amp;&amp;i){var a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[],w=[],A=[];this.cells=r,this.positions=n;var M=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,E=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!T&amp;&amp;(T=s.faceNormals(r,n,E)),T||M||(M=s.vertexNormals(r,n,k));var L=t.vertexColors,S=t.cellColors,C=t.meshColor||[1,1,1,1],O=t.vertexUVs,R=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,I=1/0,N=-1/0;if(!O&amp;&amp;!P)if(R)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],N=+t.vertexIntensityBounds[1];else for(var D=0;D&lt;R.length;++D){var F=R[D];I=Math.min(I,F),N=Math.max(N,F)}else if(z)for(D=0;D&lt;z.length;++D){F=z[D];I=Math.min(I,F),N=Math.max(N,F)}else for(D=0;D&lt;n.length;++D){F=n[D][2];I=Math.min(I,F),N=Math.max(N,F)}this.intensity=R||(z?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var j=t.pointSizes,B=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(D=0;D&lt;n.length;++D)for(var U=n[D],V=0;V&lt;3;++V)!isNaN(U[V])&amp;&amp;isFinite(U[V])&amp;&amp;(this.bounds[0][V]=Math.min(this.bounds[0][V],U[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],U[V]));var H=0,q=0,G=0;t:for(D=0;D&lt;r.length;++D){var X=r[D];switch(X.length){case 1:for(U=n[Y=X[0]],V=0;V&lt;3;++V)if(isNaN(U[V])||!isFinite(U[V]))continue t;b.push(U[0],U[1],U[2],U[3]),3===(Z=L?L[Y]:S?S[D]:C).length?x.push(Z[0],Z[1],Z[2],1):x.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],_.push(Q[0],Q[1]),j?w.push(j[Y]):w.push(B),A.push(D),G+=1;break;case 2:for(V=0;V&lt;2;++V){U=n[Y=X[V]];for(var W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t}for(V=0;V&lt;2;++V){U=n[Y=X[V]];g.push(U[0],U[1],U[2]),3===(Z=L?L[Y]:S?S[D]:C).length?v.push(Z[0],Z[1],Z[2],1):v.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],m.push(Q[0],Q[1]),y.push(D)}q+=1;break;case 3:for(V=0;V&lt;3;++V)for(U=n[Y=X[V]],W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t;for(V=0;V&lt;3;++V){var Y;U=n[Y=X[2-V]];a.push(U[0],U[1],U[2],U[3]);var Z,Q,$,J=i[Y];l.push(J[0],J[1],J[2]),3===(Z=L?L[Y]:S?S[D]:C).length?u.push(Z[0],Z[1],Z[2],1):u.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],d.push(Q[0],Q[1]),$=M?M[Y]:T[D],h.push($[0],$[1],$[2]),p.push(D)}H+=1}}this.pointCount=G,this.edgeCount=q,this.triangleCount=H,this.pointPositions.update(b),this.pointColors.update(x),this.pointUVs.update(_),this.pointSizes.update(w),this.pointIds.update(new Uint32Array(A)),this.edgePositions.update(g),this.edgeColors.update(v),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(y)),this.trianglePositions.update(a),this.triangleVectors.update(l),this.triangleColors.update(u),this.triangleUVs.update(d),this.triangleNormals.update(h),this.triangleIds.update(new Uint32Array(p))}},b.drawTransparent=b.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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:m.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,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f=c[15];for(o=0;o&lt;3;++o)f+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var h=c[12+o],d=0;d&lt;3;++d)h+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=h/f}if(this.triangleCount&gt;0){var p=this.triShader;p.bind(),p.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},b.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind())},b.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);return{index:Math.floor(r[1]/48),position:n,dataCoordinate:n}},b.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.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()},e.exports=function(t,e){1===arguments.length&amp;&amp;(t=(e=t).gl);var r=e.triShader||function(t){var e=n(t,g.vertex,g.fragment,null,g.attributes);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.vector.location=5,e}(t),s=x(t),l=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));l.generateMipmap(),l.minFilter=t.LINEAR_MIPMAP_LINEAR,l.magFilter=t.LINEAR;var u=i(t),f=i(t),h=i(t),d=i(t),p=i(t),v=i(t),m=a(t,[{buffer:u,type:t.FLOAT,size:4},{buffer:v,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:h,type:t.FLOAT,size:4},{buffer:d,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:3},{buffer:f,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),A=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:A,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),T=i(t),k=i(t),E=i(t),L=i(t),S=i(t),C=a(t,[{buffer:T,type:t.FLOAT,size:3},{buffer:S,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:E,type:t.FLOAT,size:2},{buffer:L,type:t.FLOAT,size:1}]),O=i(t),R=new y(t,l,r,s,u,f,v,h,d,p,m,b,A,_,w,M,T,S,k,E,L,C,O,a(t,[{buffer:O,type:t.FLOAT,size:3}]));return R.update(e),R}},{&quot;./shaders&quot;:106,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],106:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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 &gt; 2.99 &amp;&amp; segmentIndex &lt; 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex &gt; 0.99 &amp;&amp;  segmentIndex &lt; 1.01) ||\\n    (segmentIndex &gt; 4.99 &amp;&amp;  segmentIndex &lt; 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 &lt; 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;\\nuniform float vectorScale;\\nuniform float coneScale;\\n\\nuniform float coneOffset;\\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\\n           , f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model &amp; 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&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data\\n           , 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&quot;]),o=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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 &gt; 2.99 &amp;&amp; segmentIndex &lt; 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex &gt; 0.99 &amp;&amp;  segmentIndex &lt; 1.01) ||\\n    (segmentIndex &gt; 4.99 &amp;&amp;  segmentIndex &lt; 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 &lt; 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 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nuniform float vectorScale;\\nuniform float coneScale;\\nuniform float 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), 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&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;vector&quot;,type:&quot;vec3&quot;}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;},{name:&quot;vector&quot;,type:&quot;vec3&quot;}]}},{glslify:250}],107:[function(t,e,r){e.exports={0:&quot;NONE&quot;,1:&quot;ONE&quot;,2:&quot;LINE_LOOP&quot;,3:&quot;LINE_STRIP&quot;,4:&quot;TRIANGLES&quot;,5:&quot;TRIANGLE_STRIP&quot;,6:&quot;TRIANGLE_FAN&quot;,256:&quot;DEPTH_BUFFER_BIT&quot;,512:&quot;NEVER&quot;,513:&quot;LESS&quot;,514:&quot;EQUAL&quot;,515:&quot;LEQUAL&quot;,516:&quot;GREATER&quot;,517:&quot;NOTEQUAL&quot;,518:&quot;GEQUAL&quot;,519:&quot;ALWAYS&quot;,768:&quot;SRC_COLOR&quot;,769:&quot;ONE_MINUS_SRC_COLOR&quot;,770:&quot;SRC_ALPHA&quot;,771:&quot;ONE_MINUS_SRC_ALPHA&quot;,772:&quot;DST_ALPHA&quot;,773:&quot;ONE_MINUS_DST_ALPHA&quot;,774:&quot;DST_COLOR&quot;,775:&quot;ONE_MINUS_DST_COLOR&quot;,776:&quot;SRC_ALPHA_SATURATE&quot;,1024:&quot;STENCIL_BUFFER_BIT&quot;,1028:&quot;FRONT&quot;,1029:&quot;BACK&quot;,1032:&quot;FRONT_AND_BACK&quot;,1280:&quot;INVALID_ENUM&quot;,1281:&quot;INVALID_VALUE&quot;,1282:&quot;INVALID_OPERATION&quot;,1285:&quot;OUT_OF_MEMORY&quot;,1286:&quot;INVALID_FRAMEBUFFER_OPERATION&quot;,2304:&quot;CW&quot;,2305:&quot;CCW&quot;,2849:&quot;LINE_WIDTH&quot;,2884:&quot;CULL_FACE&quot;,2885:&quot;CULL_FACE_MODE&quot;,2886:&quot;FRONT_FACE&quot;,2928:&quot;DEPTH_RANGE&quot;,2929:&quot;DEPTH_TEST&quot;,2930:&quot;DEPTH_WRITEMASK&quot;,2931:&quot;DEPTH_CLEAR_VALUE&quot;,2932:&quot;DEPTH_FUNC&quot;,2960:&quot;STENCIL_TEST&quot;,2961:&quot;STENCIL_CLEAR_VALUE&quot;,2962:&quot;STENCIL_FUNC&quot;,2963:&quot;STENCIL_VALUE_MASK&quot;,2964:&quot;STENCIL_FAIL&quot;,2965:&quot;STENCIL_PASS_DEPTH_FAIL&quot;,2966:&quot;STENCIL_PASS_DEPTH_PASS&quot;,2967:&quot;STENCIL_REF&quot;,2968:&quot;STENCIL_WRITEMASK&quot;,2978:&quot;VIEWPORT&quot;,3024:&quot;DITHER&quot;,3042:&quot;BLEND&quot;,3088:&quot;SCISSOR_BOX&quot;,3089:&quot;SCISSOR_TEST&quot;,3106:&quot;COLOR_CLEAR_VALUE&quot;,3107:&quot;COLOR_WRITEMASK&quot;,3317:&quot;UNPACK_ALIGNMENT&quot;,3333:&quot;PACK_ALIGNMENT&quot;,3379:&quot;MAX_TEXTURE_SIZE&quot;,3386:&quot;MAX_VIEWPORT_DIMS&quot;,3408:&quot;SUBPIXEL_BITS&quot;,3410:&quot;RED_BITS&quot;,3411:&quot;GREEN_BITS&quot;,3412:&quot;BLUE_BITS&quot;,3413:&quot;ALPHA_BITS&quot;,3414:&quot;DEPTH_BITS&quot;,3415:&quot;STENCIL_BITS&quot;,3553:&quot;TEXTURE_2D&quot;,4352:&quot;DONT_CARE&quot;,4353:&quot;FASTEST&quot;,4354:&quot;NICEST&quot;,5120:&quot;BYTE&quot;,5121:&quot;UNSIGNED_BYTE&quot;,5122:&quot;SHORT&quot;,5123:&quot;UNSIGNED_SHORT&quot;,5124:&quot;INT&quot;,5125:&quot;UNSIGNED_INT&quot;,5126:&quot;FLOAT&quot;,5386:&quot;INVERT&quot;,5890:&quot;TEXTURE&quot;,6401:&quot;STENCIL_INDEX&quot;,6402:&quot;DEPTH_COMPONENT&quot;,6406:&quot;ALPHA&quot;,6407:&quot;RGB&quot;,6408:&quot;RGBA&quot;,6409:&quot;LUMINANCE&quot;,6410:&quot;LUMINANCE_ALPHA&quot;,7680:&quot;KEEP&quot;,7681:&quot;REPLACE&quot;,7682:&quot;INCR&quot;,7683:&quot;DECR&quot;,7936:&quot;VENDOR&quot;,7937:&quot;RENDERER&quot;,7938:&quot;VERSION&quot;,9728:&quot;NEAREST&quot;,9729:&quot;LINEAR&quot;,9984:&quot;NEAREST_MIPMAP_NEAREST&quot;,9985:&quot;LINEAR_MIPMAP_NEAREST&quot;,9986:&quot;NEAREST_MIPMAP_LINEAR&quot;,9987:&quot;LINEAR_MIPMAP_LINEAR&quot;,10240:&quot;TEXTURE_MAG_FILTER&quot;,10241:&quot;TEXTURE_MIN_FILTER&quot;,10242:&quot;TEXTURE_WRAP_S&quot;,10243:&quot;TEXTURE_WRAP_T&quot;,10497:&quot;REPEAT&quot;,10752:&quot;POLYGON_OFFSET_UNITS&quot;,16384:&quot;COLOR_BUFFER_BIT&quot;,32769:&quot;CONSTANT_COLOR&quot;,32770:&quot;ONE_MINUS_CONSTANT_COLOR&quot;,32771:&quot;CONSTANT_ALPHA&quot;,32772:&quot;ONE_MINUS_CONSTANT_ALPHA&quot;,32773:&quot;BLEND_COLOR&quot;,32774:&quot;FUNC_ADD&quot;,32777:&quot;BLEND_EQUATION_RGB&quot;,32778:&quot;FUNC_SUBTRACT&quot;,32779:&quot;FUNC_REVERSE_SUBTRACT&quot;,32819:&quot;UNSIGNED_SHORT_4_4_4_4&quot;,32820:&quot;UNSIGNED_SHORT_5_5_5_1&quot;,32823:&quot;POLYGON_OFFSET_FILL&quot;,32824:&quot;POLYGON_OFFSET_FACTOR&quot;,32854:&quot;RGBA4&quot;,32855:&quot;RGB5_A1&quot;,32873:&quot;TEXTURE_BINDING_2D&quot;,32926:&quot;SAMPLE_ALPHA_TO_COVERAGE&quot;,32928:&quot;SAMPLE_COVERAGE&quot;,32936:&quot;SAMPLE_BUFFERS&quot;,32937:&quot;SAMPLES&quot;,32938:&quot;SAMPLE_COVERAGE_VALUE&quot;,32939:&quot;SAMPLE_COVERAGE_INVERT&quot;,32968:&quot;BLEND_DST_RGB&quot;,32969:&quot;BLEND_SRC_RGB&quot;,32970:&quot;BLEND_DST_ALPHA&quot;,32971:&quot;BLEND_SRC_ALPHA&quot;,33071:&quot;CLAMP_TO_EDGE&quot;,33170:&quot;GENERATE_MIPMAP_HINT&quot;,33189:&quot;DEPTH_COMPONENT16&quot;,33306:&quot;DEPTH_STENCIL_ATTACHMENT&quot;,33635:&quot;UNSIGNED_SHORT_5_6_5&quot;,33648:&quot;MIRRORED_REPEAT&quot;,33901:&quot;ALIASED_POINT_SIZE_RANGE&quot;,33902:&quot;ALIASED_LINE_WIDTH_RANGE&quot;,33984:&quot;TEXTURE0&quot;,33985:&quot;TEXTURE1&quot;,33986:&quot;TEXTURE2&quot;,33987:&quot;TEXTURE3&quot;,33988:&quot;TEXTURE4&quot;,33989:&quot;TEXTURE5&quot;,33990:&quot;TEXTURE6&quot;,33991:&quot;TEXTURE7&quot;,33992:&quot;TEXTURE8&quot;,33993:&quot;TEXTURE9&quot;,33994:&quot;TEXTURE10&quot;,33995:&quot;TEXTURE11&quot;,33996:&quot;TEXTURE12&quot;,33997:&quot;TEXTURE13&quot;,33998:&quot;TEXTURE14&quot;,33999:&quot;TEXTURE15&quot;,34000:&quot;TEXTURE16&quot;,34001:&quot;TEXTURE17&quot;,34002:&quot;TEXTURE18&quot;,34003:&quot;TEXTURE19&quot;,34004:&quot;TEXTURE20&quot;,34005:&quot;TEXTURE21&quot;,34006:&quot;TEXTURE22&quot;,34007:&quot;TEXTURE23&quot;,34008:&quot;TEXTURE24&quot;,34009:&quot;TEXTURE25&quot;,34010:&quot;TEXTURE26&quot;,34011:&quot;TEXTURE27&quot;,34012:&quot;TEXTURE28&quot;,34013:&quot;TEXTURE29&quot;,34014:&quot;TEXTURE30&quot;,34015:&quot;TEXTURE31&quot;,34016:&quot;ACTIVE_TEXTURE&quot;,34024:&quot;MAX_RENDERBUFFER_SIZE&quot;,34041:&quot;DEPTH_STENCIL&quot;,34055:&quot;INCR_WRAP&quot;,34056:&quot;DECR_WRAP&quot;,34067:&quot;TEXTURE_CUBE_MAP&quot;,34068:&quot;TEXTURE_BINDING_CUBE_MAP&quot;,34069:&quot;TEXTURE_CUBE_MAP_POSITIVE_X&quot;,34070:&quot;TEXTURE_CUBE_MAP_NEGATIVE_X&quot;,34071:&quot;TEXTURE_CUBE_MAP_POSITIVE_Y&quot;,34072:&quot;TEXTURE_CUBE_MAP_NEGATIVE_Y&quot;,34073:&quot;TEXTURE_CUBE_MAP_POSITIVE_Z&quot;,34074:&quot;TEXTURE_CUBE_MAP_NEGATIVE_Z&quot;,34076:&quot;MAX_CUBE_MAP_TEXTURE_SIZE&quot;,34338:&quot;VERTEX_ATTRIB_ARRAY_ENABLED&quot;,34339:&quot;VERTEX_ATTRIB_ARRAY_SIZE&quot;,34340:&quot;VERTEX_ATTRIB_ARRAY_STRIDE&quot;,34341:&quot;VERTEX_ATTRIB_ARRAY_TYPE&quot;,34342:&quot;CURRENT_VERTEX_ATTRIB&quot;,34373:&quot;VERTEX_ATTRIB_ARRAY_POINTER&quot;,34466:&quot;NUM_COMPRESSED_TEXTURE_FORMATS&quot;,34467:&quot;COMPRESSED_TEXTURE_FORMATS&quot;,34660:&quot;BUFFER_SIZE&quot;,34661:&quot;BUFFER_USAGE&quot;,34816:&quot;STENCIL_BACK_FUNC&quot;,34817:&quot;STENCIL_BACK_FAIL&quot;,34818:&quot;STENCIL_BACK_PASS_DEPTH_FAIL&quot;,34819:&quot;STENCIL_BACK_PASS_DEPTH_PASS&quot;,34877:&quot;BLEND_EQUATION_ALPHA&quot;,34921:&quot;MAX_VERTEX_ATTRIBS&quot;,34922:&quot;VERTEX_ATTRIB_ARRAY_NORMALIZED&quot;,34930:&quot;MAX_TEXTURE_IMAGE_UNITS&quot;,34962:&quot;ARRAY_BUFFER&quot;,34963:&quot;ELEMENT_ARRAY_BUFFER&quot;,34964:&quot;ARRAY_BUFFER_BINDING&quot;,34965:&quot;ELEMENT_ARRAY_BUFFER_BINDING&quot;,34975:&quot;VERTEX_ATTRIB_ARRAY_BUFFER_BINDING&quot;,35040:&quot;STREAM_DRAW&quot;,35044:&quot;STATIC_DRAW&quot;,35048:&quot;DYNAMIC_DRAW&quot;,35632:&quot;FRAGMENT_SHADER&quot;,35633:&quot;VERTEX_SHADER&quot;,35660:&quot;MAX_VERTEX_TEXTURE_IMAGE_UNITS&quot;,35661:&quot;MAX_COMBINED_TEXTURE_IMAGE_UNITS&quot;,35663:&quot;SHADER_TYPE&quot;,35664:&quot;FLOAT_VEC2&quot;,35665:&quot;FLOAT_VEC3&quot;,35666:&quot;FLOAT_VEC4&quot;,35667:&quot;INT_VEC2&quot;,35668:&quot;INT_VEC3&quot;,35669:&quot;INT_VEC4&quot;,35670:&quot;BOOL&quot;,35671:&quot;BOOL_VEC2&quot;,35672:&quot;BOOL_VEC3&quot;,35673:&quot;BOOL_VEC4&quot;,35674:&quot;FLOAT_MAT2&quot;,35675:&quot;FLOAT_MAT3&quot;,35676:&quot;FLOAT_MAT4&quot;,35678:&quot;SAMPLER_2D&quot;,35680:&quot;SAMPLER_CUBE&quot;,35712:&quot;DELETE_STATUS&quot;,35713:&quot;COMPILE_STATUS&quot;,35714:&quot;LINK_STATUS&quot;,35715:&quot;VALIDATE_STATUS&quot;,35716:&quot;INFO_LOG_LENGTH&quot;,35717:&quot;ATTACHED_SHADERS&quot;,35718:&quot;ACTIVE_UNIFORMS&quot;,35719:&quot;ACTIVE_UNIFORM_MAX_LENGTH&quot;,35720:&quot;SHADER_SOURCE_LENGTH&quot;,35721:&quot;ACTIVE_ATTRIBUTES&quot;,35722:&quot;ACTIVE_ATTRIBUTE_MAX_LENGTH&quot;,35724:&quot;SHADING_LANGUAGE_VERSION&quot;,35725:&quot;CURRENT_PROGRAM&quot;,36003:&quot;STENCIL_BACK_REF&quot;,36004:&quot;STENCIL_BACK_VALUE_MASK&quot;,36005:&quot;STENCIL_BACK_WRITEMASK&quot;,36006:&quot;FRAMEBUFFER_BINDING&quot;,36007:&quot;RENDERBUFFER_BINDING&quot;,36048:&quot;FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE&quot;,36049:&quot;FRAMEBUFFER_ATTACHMENT_OBJECT_NAME&quot;,36050:&quot;FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL&quot;,36051:&quot;FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE&quot;,36053:&quot;FRAMEBUFFER_COMPLETE&quot;,36054:&quot;FRAMEBUFFER_INCOMPLETE_ATTACHMENT&quot;,36055:&quot;FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT&quot;,36057:&quot;FRAMEBUFFER_INCOMPLETE_DIMENSIONS&quot;,36061:&quot;FRAMEBUFFER_UNSUPPORTED&quot;,36064:&quot;COLOR_ATTACHMENT0&quot;,36096:&quot;DEPTH_ATTACHMENT&quot;,36128:&quot;STENCIL_ATTACHMENT&quot;,36160:&quot;FRAMEBUFFER&quot;,36161:&quot;RENDERBUFFER&quot;,36162:&quot;RENDERBUFFER_WIDTH&quot;,36163:&quot;RENDERBUFFER_HEIGHT&quot;,36164:&quot;RENDERBUFFER_INTERNAL_FORMAT&quot;,36168:&quot;STENCIL_INDEX8&quot;,36176:&quot;RENDERBUFFER_RED_SIZE&quot;,36177:&quot;RENDERBUFFER_GREEN_SIZE&quot;,36178:&quot;RENDERBUFFER_BLUE_SIZE&quot;,36179:&quot;RENDERBUFFER_ALPHA_SIZE&quot;,36180:&quot;RENDERBUFFER_DEPTH_SIZE&quot;,36181:&quot;RENDERBUFFER_STENCIL_SIZE&quot;,36194:&quot;RGB565&quot;,36336:&quot;LOW_FLOAT&quot;,36337:&quot;MEDIUM_FLOAT&quot;,36338:&quot;HIGH_FLOAT&quot;,36339:&quot;LOW_INT&quot;,36340:&quot;MEDIUM_INT&quot;,36341:&quot;HIGH_INT&quot;,36346:&quot;SHADER_COMPILER&quot;,36347:&quot;MAX_VERTEX_UNIFORM_VECTORS&quot;,36348:&quot;MAX_VARYING_VECTORS&quot;,36349:&quot;MAX_FRAGMENT_UNIFORM_VECTORS&quot;,37440:&quot;UNPACK_FLIP_Y_WEBGL&quot;,37441:&quot;UNPACK_PREMULTIPLY_ALPHA_WEBGL&quot;,37442:&quot;CONTEXT_LOST_WEBGL&quot;,37443:&quot;UNPACK_COLORSPACE_CONVERSION_WEBGL&quot;,37444:&quot;BROWSER_DEFAULT_WEBGL&quot;}},{}],108:[function(t,e,r){var n=t(&quot;./1.0/numbers&quot;);e.exports=function(t){return n[t]}},{&quot;./1.0/numbers&quot;:107}],109:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders/index&quot;),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r&lt;3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f&lt;3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&amp;&amp;e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e&lt;3;++e){for(var r=[],n=1;n&lt;=2;++n)for(var i=-1;i&lt;=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a&lt;i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){&quot;lineWidth&quot;in(t=t||{})&amp;&amp;(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),&quot;capSize&quot;in t&amp;&amp;(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=+t.opacity,this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&amp;&amp;n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s&lt;3;++s){this.lineOffset[s]=o;t:for(var l=0;l&lt;a;++l){for(var c=r[l],h=0;h&lt;3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var d=n[l],p=e[s];if(Array.isArray(p[0])&amp;&amp;(p=e[l]),3===p.length?p=[p[0],p[1],p[2],1]:4===p.length&amp;&amp;(p=[p[0],p[1],p[2],p[3]],!this.hasAlpha&amp;&amp;p[3]&lt;1&amp;&amp;(this.hasAlpha=!0)),!isNaN(d[0][s])&amp;&amp;!isNaN(d[1][s])){var g;if(d[0][s]&lt;0)(g=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],p[0],p[1],p[2],p[3],0,0,0,g[0],g[1],g[2],p[0],p[1],p[2],p[3],0,0,0),u(this.bounds,g),o+=2+f(i,g,p,s);if(d[1][s]&gt;0)(g=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],p[0],p[1],p[2],p[3],0,0,0,g[0],g[1],g[2],p[0],p[1],p[2],p[3],0,0,0),u(this.bounds,g),o+=2+f(i,g,p,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{&quot;./shaders/index&quot;:110,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],110:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;offset&quot;,type:&quot;vec3&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],111:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-texture2d&quot;);e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(&quot;WEBGL_draw_buffers&quot;);!l&amp;&amp;u&amp;&amp;function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n&lt;=r;++n){for(var i=new Array(r),a=0;a&lt;n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(var a=n;a&lt;r;++a)i[a]=t.NONE;l[n]=i}}(t,u);Array.isArray(e)&amp;&amp;(n=r,r=0|e[1],e=0|e[0]);if(&quot;number&quot;!=typeof e)throw new Error(&quot;gl-fbo: Missing shape parameter&quot;);var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e&lt;0||e&gt;c||r&lt;0||r&gt;c)throw new Error(&quot;gl-fbo: Parameters are too large for FBO&quot;);var f=1;if(&quot;color&quot;in(n=n||{})){if((f=Math.max(0|n.color,0))&lt;0)throw new Error(&quot;gl-fbo: Must specify a nonnegative number of colors&quot;);if(f&gt;1){if(!u)throw new Error(&quot;gl-fbo: Multiple draw buffer extension not supported&quot;);if(f&gt;t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(&quot;gl-fbo: Context does not support &quot;+f+&quot; draw buffers&quot;)}}var h=t.UNSIGNED_BYTE,d=t.getExtension(&quot;OES_texture_float&quot;);if(n.float&amp;&amp;f&gt;0){if(!d)throw new Error(&quot;gl-fbo: Context does not support floating point textures&quot;);h=t.FLOAT}else n.preferFloat&amp;&amp;f&gt;0&amp;&amp;d&amp;&amp;(h=t.FLOAT);var g=!0;&quot;depth&quot;in n&amp;&amp;(g=!!n.depth);var v=!1;&quot;stencil&quot;in n&amp;&amp;(v=!!n.stencil);return new p(t,e,r,h,f,g,v,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(&quot;gl-fbo: Framebuffer unsupported&quot;);case a:throw new Error(&quot;gl-fbo: Framebuffer incomplete attachment&quot;);case o:throw new Error(&quot;gl-fbo: Framebuffer incomplete dimensions&quot;);case s:throw new Error(&quot;gl-fbo: Framebuffer incomplete missing attachment&quot;);default:throw new Error(&quot;gl-fbo: Framebuffer failed for unspecified reason&quot;)}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function d(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function p(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 p=0;p&lt;i;++p)this.color[p]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,v=[0|e,0|r];Object.defineProperties(v,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=v,function(t){var e=u(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,p=t._useStencil,g=t._useDepth,v=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var m=0;m&lt;o;++m)t.color[m]=h(r,i,a,v,r.RGBA,r.COLOR_ATTACHMENT0+m);0===o?(t._color_rb=d(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&amp;&amp;s.drawBuffersWEBGL(l[0])):o&gt;1&amp;&amp;s.drawBuffersWEBGL(l[o]);var y=r.getExtension(&quot;WEBGL_depth_texture&quot;);y?p?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&amp;&amp;(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&amp;&amp;p?t._depth_rb=d(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=d(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):p&amp;&amp;(t._depth_rb=d(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var b=r.checkFramebufferStatus(r.FRAMEBUFFER);if(b!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&amp;&amp;(t.depth.dispose(),t.depth=null),t._depth_rb&amp;&amp;(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),m=0;m&lt;t.color.length;++m)t.color[m].dispose(),t.color[m]=null;t._color_rb&amp;&amp;(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(b)}c(r,e)}(this)}var g=p.prototype;function v(t,e,r){if(t._destroyed)throw new Error(&quot;gl-fbo: Can&#x27;t resize destroyed FBO&quot;);if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e&lt;0||e&gt;i||r&lt;0||r&gt;i)throw new Error(&quot;gl-fbo: Can&#x27;t resize FBO, invalid dimensions&quot;);t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o&lt;t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&amp;&amp;(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&amp;&amp;(t.depth.shape=t._shape),t._depth_rb&amp;&amp;(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&amp;&amp;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&amp;&amp;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&amp;&amp;(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(&quot;gl-fbo: Shape vector must be length 2&quot;);var e=0|t[0],r=0|t[1];return v(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return v(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,v(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&amp;&amp;(this.depth.dispose(),this.depth=null),this._depth_rb&amp;&amp;(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e&lt;this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&amp;&amp;(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{&quot;gl-texture2d&quot;:164}],112:[function(t,e,r){var n=t(&quot;sprintf-js&quot;).sprintf,i=t(&quot;gl-constants/lookup&quot;),a=t(&quot;glsl-shader-name&quot;),o=t(&quot;add-line-numbers&quot;);e.exports=function(t,e,r){&quot;use strict&quot;;var s=a(e)||&quot;of unknown name (see npm glsl-shader-name)&quot;,l=&quot;unknown type&quot;;void 0!==r&amp;&amp;(l=r===i.FRAGMENT_SHADER?&quot;fragment&quot;:&quot;vertex&quot;);for(var u=n(&quot;Error compiling %s shader %s:\\n&quot;,l,s),c=n(&quot;%s%s&quot;,u,t),f=t.split(&quot;\\n&quot;),h={},d=0;d&lt;f.length;d++){var p=f[d];if(&quot;&quot;!==p&amp;&amp;&quot;\\0&quot;!==p){var g=parseInt(p.split(&quot;:&quot;)[2]);if(isNaN(g))throw new Error(n(&quot;Could not parse error: %s&quot;,p));h[g]=p}}for(var v=o(e).split(&quot;\\n&quot;),d=0;d&lt;v.length;d++)if(h[d+3]||h[d+2]||h[d+1]){var m=v[d];if(u+=m+&quot;\\n&quot;,h[d+1]){var y=h[d+1];y=y.substr(y.split(&quot;:&quot;,3).join(&quot;:&quot;).length+1).trim(),u+=n(&quot;^^^ %s\\n\\n&quot;,y)}}return{long:u.trim(),short:c.trim()}}},{&quot;add-line-numbers&quot;:12,&quot;gl-constants/lookup&quot;:108,&quot;glsl-shader-name&quot;:242,&quot;sprintf-js&quot;:340}],113:[function(t,e,r){var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 &lt; 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1604150559(highp float v) {\\n  highp float av = abs(v);\\n\\n  //Handle special cases\\n  if(av &lt; FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v &gt; FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v &lt; -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  highp vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  highp float e = floor(log2(av));\\n  highp float m = av * pow(2.0, -e) - 1.0;\\n  \\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n  \\n  //Unpack exponent\\n  highp float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0; \\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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, encode_float_1604150559(pixelArcLength).xyz);\\n}&quot;]),l=[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;nextPosition&quot;,type:&quot;vec3&quot;},{name:&quot;arcLength&quot;,type:&quot;float&quot;},{name:&quot;lineWidth&quot;,type:&quot;float&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{&quot;gl-shader&quot;:149,glslify:250}],114:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl||t.scene&amp;&amp;t.scene.gl,r=c(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),u=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}]),h=l(new Array(1024),[256,1,4]),d=0;d&lt;1024;++d)h.data[d]=255;var p=a(e,h);p.wrap=e.REPEAT;var g=new v(e,r,o,s,u,p);return g.update(t),g};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;gl-texture2d&quot;),o=t(&quot;glsl-read-float&quot;),s=t(&quot;binary-search-bounds&quot;),l=t(&quot;ndarray&quot;),u=t(&quot;./lib/shaders&quot;),c=u.createShader,f=u.createPickShader,h=[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&lt;3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function p(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r&lt;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 m=v.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||h,view:t.view||h,projection:t.projection||h,clipBounds:p(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()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||h,view:t.view||h,projection:t.projection||h,pickId:this.pickId,clipBounds:p(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;&quot;dashScale&quot;in t&amp;&amp;(this.dashScale=t.dashScale),this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=+t.opacity,this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0));var i=[],a=[],o=[],u=0,c=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],g=t.lineWidth||1,v=!1;t:for(e=1;e&lt;h.length;++e){var m,y,b,x=h[e-1],_=h[e];for(a.push(u),o.push(x.slice()),r=0;r&lt;3;++r){if(isNaN(x[r])||isNaN(_[r])||!isFinite(x[r])||!isFinite(_[r])){if(!n&amp;&amp;i.length&gt;0){for(var w=0;w&lt;24;++w)i.push(i[i.length-12]);c+=2,v=!0}continue t}f[0][r]=Math.min(f[0][r],x[r],_[r]),f[1][r]=Math.max(f[1][r],x[r],_[r])}Array.isArray(p[0])?(m=p.length&gt;e-1?p[e-1]:p.length&gt;0?p[p.length-1]:[0,0,0,1],y=p.length&gt;e?p[e]:p.length&gt;0?p[p.length-1]:[0,0,0,1]):m=y=p,3===m.length&amp;&amp;(m=[m[0],m[1],m[2],1]),3===y.length&amp;&amp;(y=[y[0],y[1],y[2],1]),!this.hasAlpha&amp;&amp;m[3]&lt;1&amp;&amp;(this.hasAlpha=!0),b=Array.isArray(g)?g.length&gt;e-1?g[e-1]:g.length&gt;0?g[g.length-1]:[0,0,0,1]:g;var A=u;if(u+=d(x,_),v){for(r=0;r&lt;2;++r)i.push(x[0],x[1],x[2],_[0],_[1],_[2],A,b,m[0],m[1],m[2],m[3]);c+=2,v=!1}i.push(x[0],x[1],x[2],_[0],_[1],_[2],A,b,m[0],m[1],m[2],m[3],x[0],x[1],x[2],_[0],_[1],_[2],A,-b,m[0],m[1],m[2],m[3],_[0],_[1],_[2],x[0],x[1],x[2],u,-b,y[0],y[1],y[2],y[3],_[0],_[1],_[2],x[0],x[1],x[2],u,b,y[0],y[1],y[2],y[3]),c+=4}}if(this.buffer.update(i),a.push(u),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,&quot;dashes&quot;in t){var M=t.dashes.slice();for(M.unshift(0),e=1;e&lt;M.length;++e)M[e]=M[e-1]+M[e];var T=l(new Array(1024),[256,1,4]);for(e=0;e&lt;256;++e){for(r=0;r&lt;4;++r)T.set(e,0,r,0);1&amp;s.le(M,M[M.length-1]*e/255)?T.set(e,0,0,0):T.set(e,0,0,255)}this.texture.setPixels(T)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=o(t.value[0],t.value[1],t.value[2],0),r=s.le(this.arcLength,e);if(r&lt;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]),l=1-a,u=[0,0,0],c=0;c&lt;3;++c)u[c]=l*n[c]+a*i[c];var f=Math.min(a&lt;.5?r:r+1,this.points.length-1);return new g(e,u,f,this.points[f])}},{&quot;./lib/shaders&quot;:113,&quot;binary-search-bounds&quot;:115,&quot;gl-buffer&quot;:103,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,&quot;glsl-read-float&quot;:241,ndarray:286}],115:[function(t,e,r){arguments[4][54][0].apply(r,arguments)},{dup:54}],116:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r*a-i*n;return o?(o=1/o,t[0]=a*o,t[1]=-n*o,t[2]=-i*o,t[3]=r*o,t):null}},{}],117:[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],u=e[7],c=e[8],f=c*o-s*u,h=-c*a+s*l,d=u*a-o*l,p=r*f+n*h+i*d;return p?(p=1/p,t[0]=f*p,t[1]=(-c*n+i*u)*p,t[2]=(s*n-i*o)*p,t[3]=h*p,t[4]=(c*r-i*l)*p,t[5]=(-s*r+i*a)*p,t[6]=d*p,t[7]=(-u*r+n*l)*p,t[8]=(o*r-n*a)*p,t):null}},{}],118:[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}},{}],119:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],120:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],d=t[12],p=t[13],g=t[14],v=t[15];return(e*o-r*a)*(f*v-h*g)-(e*s-n*a)*(c*v-h*p)+(e*l-i*a)*(c*g-f*p)+(r*s-n*o)*(u*v-h*d)-(r*l-i*o)*(u*g-f*d)+(n*l-i*s)*(u*p-c*d)}},{}],121:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,d=i*s,p=i*l,g=a*o,v=a*s,m=a*l;return t[0]=1-f-p,t[1]=c+m,t[2]=h-v,t[3]=0,t[4]=c-m,t[5]=1-u-p,t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],122:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,d=i*l,p=i*u,g=a*u,v=o*s,m=o*l,y=o*u;return t[0]=1-(d+g),t[1]=f+y,t[2]=h-m,t[3]=0,t[4]=f-y,t[5]=1-(c+g),t[6]=p+v,t[7]=0,t[8]=h+m,t[9]=p-v,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],123:[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}},{}],124:[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],u=e[7],c=e[8],f=e[9],h=e[10],d=e[11],p=e[12],g=e[13],v=e[14],m=e[15],y=r*s-n*o,b=r*l-i*o,x=r*u-a*o,_=n*l-i*s,w=n*u-a*s,A=i*u-a*l,M=c*g-f*p,T=c*v-h*p,k=c*m-d*p,E=f*v-h*g,L=f*m-d*g,S=h*m-d*v,C=y*S-b*L+x*E+_*k-w*T+A*M;if(!C)return null;return C=1/C,t[0]=(s*S-l*L+u*E)*C,t[1]=(i*L-n*S-a*E)*C,t[2]=(g*A-v*w+m*_)*C,t[3]=(h*w-f*A-d*_)*C,t[4]=(l*k-o*S-u*T)*C,t[5]=(r*S-i*k+a*T)*C,t[6]=(v*x-p*A-m*b)*C,t[7]=(c*A-h*x+d*b)*C,t[8]=(o*L-s*k+u*M)*C,t[9]=(n*k-r*L-a*M)*C,t[10]=(p*w-g*x+m*y)*C,t[11]=(f*x-c*w-d*y)*C,t[12]=(s*T-o*E-l*M)*C,t[13]=(r*E-n*T+i*M)*C,t[14]=(g*b-p*_-v*y)*C,t[15]=(c*_-f*b+h*y)*C,t}},{}],125:[function(t,e,r){var n=t(&quot;./identity&quot;);e.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,d,p,g=e[0],v=e[1],m=e[2],y=i[0],b=i[1],x=i[2],_=r[0],w=r[1],A=r[2];if(Math.abs(g-_)&lt;1e-6&amp;&amp;Math.abs(v-w)&lt;1e-6&amp;&amp;Math.abs(m-A)&lt;1e-6)return n(t);f=g-_,h=v-w,d=m-A,p=1/Math.sqrt(f*f+h*h+d*d),a=b*(d*=p)-x*(h*=p),o=x*(f*=p)-y*d,s=y*h-b*f,(p=Math.sqrt(a*a+o*o+s*s))?(a*=p=1/p,o*=p,s*=p):(a=0,o=0,s=0);l=h*s-d*o,u=d*a-f*s,c=f*o-h*a,(p=Math.sqrt(l*l+u*u+c*c))?(l*=p=1/p,u*=p,c*=p):(l=0,u=0,c=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=d,t[11]=0,t[12]=-(a*g+o*v+s*m),t[13]=-(l*g+u*v+c*m),t[14]=-(f*g+h*v+d*m),t[15]=1,t}},{&quot;./identity&quot;:123}],126:[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],u=e[6],c=e[7],f=e[8],h=e[9],d=e[10],p=e[11],g=e[12],v=e[13],m=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*f+w*g,t[1]=b*i+x*l+_*h+w*v,t[2]=b*a+x*u+_*d+w*m,t[3]=b*o+x*c+_*p+w*y,b=r[4],x=r[5],_=r[6],w=r[7],t[4]=b*n+x*s+_*f+w*g,t[5]=b*i+x*l+_*h+w*v,t[6]=b*a+x*u+_*d+w*m,t[7]=b*o+x*c+_*p+w*y,b=r[8],x=r[9],_=r[10],w=r[11],t[8]=b*n+x*s+_*f+w*g,t[9]=b*i+x*l+_*h+w*v,t[10]=b*a+x*u+_*d+w*m,t[11]=b*o+x*c+_*p+w*y,b=r[12],x=r[13],_=r[14],w=r[15],t[12]=b*n+x*s+_*f+w*g,t[13]=b*i+x*l+_*h+w*v,t[14]=b*a+x*u+_*d+w*m,t[15]=b*o+x*c+_*p+w*y,t}},{}],127:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=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*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},{}],128:[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}},{}],129:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,d,p,g,v,m,y,b,x,_,w,A,M,T,k,E,L=n[0],S=n[1],C=n[2],O=Math.sqrt(L*L+S*S+C*C);if(Math.abs(O)&lt;1e-6)return null;L*=O=1/O,S*=O,C*=O,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],d=e[6],p=e[7],g=e[8],v=e[9],m=e[10],y=e[11],b=L*L*o+a,x=S*L*o+C*i,_=C*L*o-S*i,w=L*S*o-C*i,A=S*S*o+a,M=C*S*o+L*i,T=L*C*o+S*i,k=S*C*o-L*i,E=C*C*o+a,t[0]=s*b+f*x+g*_,t[1]=l*b+h*x+v*_,t[2]=u*b+d*x+m*_,t[3]=c*b+p*x+y*_,t[4]=s*w+f*A+g*M,t[5]=l*w+h*A+v*M,t[6]=u*w+d*A+m*M,t[7]=c*w+p*A+y*M,t[8]=s*T+f*k+g*E,t[9]=l*T+h*k+v*E,t[10]=u*T+d*k+m*E,t[11]=c*T+p*k+y*E,e!==t&amp;&amp;(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],130:[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],u=e[8],c=e[9],f=e[10],h=e[11];e!==t&amp;&amp;(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+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],131:[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],u=e[8],c=e[9],f=e[10],h=e[11];e!==t&amp;&amp;(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-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],132:[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],u=e[4],c=e[5],f=e[6],h=e[7];e!==t&amp;&amp;(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+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],133:[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}},{}],134:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,d,p,g=r[0],v=r[1],m=r[2];e===t?(t[12]=e[0]*g+e[4]*v+e[8]*m+e[12],t[13]=e[1]*g+e[5]*v+e[9]*m+e[13],t[14]=e[2]*g+e[6]*v+e[10]*m+e[14],t[15]=e[3]*g+e[7]*v+e[11]*m+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],d=e[10],p=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=d,t[11]=p,t[12]=n*g+s*v+f*m+e[12],t[13]=i*g+l*v+h*m+e[13],t[14]=a*g+u*v+d*m+e[14],t[15]=o*g+c*v+p*m+e[15]);return t}},{}],135:[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}},{}],136:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:i(t,e);break;case 16:a(t,e);break;default:throw new Error(&quot;currently supports matrices up to 4x4&quot;)}return t};var n=t(&quot;gl-mat2/invert&quot;),i=t(&quot;gl-mat3/invert&quot;),a=t(&quot;gl-mat4/invert&quot;)},{&quot;gl-mat2/invert&quot;:116,&quot;gl-mat3/invert&quot;:117,&quot;gl-mat4/invert&quot;:124}],137:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;barycentric&quot;),i=t(&quot;polytope-closest-point/lib/closest_point_2d.js&quot;);function a(t,e){for(var r=[0,0,0,0],n=0;n&lt;4;++n)for(var i=0;i&lt;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&lt;3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}e.exports=function(t,e,r,a,s,l){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),c=0;c&lt;t.length;++c)u[c]=o(t[c],r,a,s,l);for(var f=0,h=1/0,c=0;c&lt;u.length;++c){for(var d=0,p=0;p&lt;2;++p)d+=Math.pow(u[c][p]-e[p],2);d&lt;h&amp;&amp;(h=d,f=c)}for(var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o&lt;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&lt;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,c=0;c&lt;3;++c){if(g[c]&lt;-.001||g[c]&gt;1.0001)return null;v+=g[c]}if(Math.abs(v-1)&gt;.001)return null;return[f,function(t,e){for(var r=[0,0,0],n=0;n&lt;t.length;++n)for(var i=t[n],a=e[n],o=0;o&lt;3;++o)r[o]+=a*i[o];return r}(t,g),g]}},{barycentric:17,&quot;polytope-closest-point/lib/closest_point_2d.js&quot;:307}],138:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) 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 = 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&quot;]),o=n([&quot;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}&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),l=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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);\\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}&quot;]),u=n([&quot;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) &gt; 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}&quot;]),c=n([&quot;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}&quot;]),f=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),h=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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);\\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}&quot;]),d=n([&quot;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}&quot;]),p=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor,1);\\n}\\n&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;}]},r.pointShader={vertex:l,fragment:u,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;pointSize&quot;,type:&quot;float&quot;}]},r.pickShader={vertex:c,fragment:f,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;pointSize&quot;,type:&quot;float&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}]},r.contourShader={vertex:d,fragment:p,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;}]}},{glslify:250}],139:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./lib/shaders&quot;),g=t(&quot;./lib/closest-point&quot;),v=p.meshShader,m=p.wireShader,y=p.pointShader,b=p.pickShader,x=p.pointPickShader,_=p.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function A(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,m,y,b,x,_,A,M,T,k,E){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=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=d,this.triangleCount=0,this.lineWidth=1,this.edgePositions=p,this.edgeColors=v,this.edgeUVs=m,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=b,this.pointColors=_,this.pointUVs=A,this.pointSizes=M,this.pointIds=x,this.pointVAO=T,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=k,this.contourVAO=E,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var M=A.prototype;function T(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 k(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}M.isOpaque=function(){return this.opacity&gt;=1},M.isTransparent=function(){return this.opacity&lt;1},M.pickSlots=1,M.setPickBase=function(t){this.pickId=t},M.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},M.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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;if(n&amp;&amp;r){var i=[],a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,A=t.cellNormals,M=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,T=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!A&amp;&amp;(A=s.faceNormals(r,n,T)),A||w||(w=s.vertexNormals(r,n,M));var k=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],S=t.vertexUVs,C=t.vertexIntensity,O=t.cellUVs,R=t.cellIntensity,P=1/0,z=-1/0;if(!S&amp;&amp;!O)if(C)if(t.vertexIntensityBounds)P=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var I=0;I&lt;C.length;++I){var N=C[I];P=Math.min(P,N),z=Math.max(z,N)}else if(R)for(I=0;I&lt;R.length;++I){N=R[I];P=Math.min(P,N),z=Math.max(z,N)}else for(I=0;I&lt;n.length;++I){N=n[I][2];P=Math.min(P,N),z=Math.max(z,N)}this.intensity=C||(R?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,R):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var D=t.pointSizes,F=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(I=0;I&lt;n.length;++I)for(var j=n[I],B=0;B&lt;3;++B)!isNaN(j[B])&amp;&amp;isFinite(j[B])&amp;&amp;(this.bounds[0][B]=Math.min(this.bounds[0][B],j[B]),this.bounds[1][B]=Math.max(this.bounds[1][B],j[B]));var U=0,V=0,H=0;t:for(I=0;I&lt;r.length;++I){var q=r[I];switch(q.length){case 1:for(j=n[X=q[0]],B=0;B&lt;3;++B)if(isNaN(j[B])||!isFinite(j[B]))continue t;m.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?y.push(W[0],W[1],W[2],1):y.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],b.push(Y[0],Y[1]),D?x.push(D[X]):x.push(F),_.push(I),H+=1;break;case 2:for(B=0;B&lt;2;++B){j=n[X=q[B]];for(var G=0;G&lt;3;++G)if(isNaN(j[G])||!isFinite(j[G]))continue t}for(B=0;B&lt;2;++B){j=n[X=q[B]];d.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?p.push(W[0],W[1],W[2],1):p.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],g.push(Y[0],Y[1]),v.push(I)}V+=1;break;case 3:for(B=0;B&lt;3;++B)for(j=n[X=q[B]],G=0;G&lt;3;++G)if(isNaN(j[G])||!isFinite(j[G]))continue t;for(B=0;B&lt;3;++B){var X,W,Y,Z;j=n[X=q[2-B]];i.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?a.push(W[0],W[1],W[2],1):a.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],u.push(Y[0],Y[1]),Z=w?w[X]:A[I],l.push(Z[0],Z[1],Z[2]),h.push(I)}U+=1}}this.pointCount=H,this.edgeCount=V,this.triangleCount=U,this.pointPositions.update(m),this.pointColors.update(y),this.pointUVs.update(b),this.pointSizes.update(x),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(d),this.edgeColors.update(p),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(v)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},M.drawTransparent=M.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&lt;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],opacity:this.opacity,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o&lt;3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var d=c[12+o],p=0;p&lt;3;++p)d+=c[4*p+o]*this.lightPosition[p];s.lightPosition[o]=d/h}this.triangleCount&gt;0&amp;&amp;((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount&gt;0&amp;&amp;this.lineWidth&gt;0&amp;&amp;((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&gt;0&amp;&amp;((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&amp;&amp;this.contourCount&gt;0&amp;&amp;this.contourLineWidth&gt;0&amp;&amp;((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},M.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&lt;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&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount&gt;0)&amp;&amp;((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},M.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&lt;r.length;++a)i[a]=n[r[a]];var o=g(i,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!o)return null;var s=o[2],l=0;for(a=0;a&lt;r.length;++a)l+=s[a]*this.intensity[r[a]];return{position:o[1],index:r[o[0]],cell:r,cellId:e,intensity:l,dataCoordinate:this.positions[r[o[0]]]}},M.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){if(1===arguments.length&amp;&amp;(t=(e=t).gl),!(t.getExtension(&quot;OES_standard_derivatives&quot;)||t.getExtension(&quot;MOZ_OES_standard_derivatives&quot;)||t.getExtension(&quot;WEBKIT_OES_standard_derivatives&quot;)))throw new Error(&quot;derivatives not supported&quot;);var r=function(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.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=T(t),u=k(t),f=E(t),h=L(t),d=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));d.generateMipmap(),d.minFilter=t.LINEAR_MIPMAP_LINEAR,d.magFilter=t.LINEAR;var p=i(t),g=i(t),y=i(t),b=i(t),x=i(t),_=a(t,[{buffer:p,type:t.FLOAT,size:3},{buffer:x,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:y,type:t.FLOAT,size:2},{buffer:b,type:t.FLOAT,size:3}]),w=i(t),M=i(t),S=i(t),C=i(t),O=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:M,type:t.FLOAT,size:4},{buffer:S,type:t.FLOAT,size:2}]),R=i(t),P=i(t),z=i(t),I=i(t),N=i(t),D=a(t,[{buffer:R,type:t.FLOAT,size:3},{buffer:N,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:P,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:I,type:t.FLOAT,size:1}]),F=i(t),j=new A(t,d,r,s,l,u,f,h,p,x,g,y,b,_,w,C,M,S,O,R,N,P,z,I,D,F,a(t,[{buffer:F,type:t.FLOAT,size:3}]));return j.update(e),j}},{&quot;./lib/closest-point&quot;:137,&quot;./lib/shaders&quot;:138,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],140:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];&quot;distanceLimits&quot;in e&amp;&amp;(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);&quot;zoomMin&quot;in e&amp;&amp;(r[0]=e.zoomMin);&quot;zoomMax&quot;in e&amp;&amp;(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||&quot;orbit&quot;,distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,d=t.clientHeight,p={keyBindingMode:&quot;rotate&quot;,enableWheel:!0,view:u,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:u.modes,_ortho:e._ortho||e.projection&amp;&amp;&quot;orthographic&quot;===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s&lt;16;++s)a=a&amp;&amp;c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&amp;&amp;t.clientHeight===d;return h=t.clientWidth,d=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(p,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),&quot;turntable&quot;===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(&quot;contextmenu&quot;,function(t){return t.preventDefault(),!1}),p._lastX=-1,p._lastY=-1,p._lastMods={shift:!1,control:!1,alt:!1,meta:!1},p.enableMouseListeners=function(){function e(e,r,i,a){var o=p.keyBindingMode;if(!1!==o){var s=&quot;rotate&quot;===o,l=&quot;pan&quot;===o,c=&quot;zoom&quot;===o,h=!!a.control,d=!!a.alt,g=!!a.shift,v=!!(1&amp;e),m=!!(2&amp;e),y=!!(4&amp;e),b=1/t.clientHeight,x=b*(r-p._lastX),_=b*(i-p._lastY),w=p.flipX?1:-1,A=p.flipY?1:-1,M=Math.PI*p.rotateSpeed,T=n();if(-1!==p._lastX&amp;&amp;-1!==p._lastY&amp;&amp;((s&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||v&amp;&amp;!h&amp;&amp;!d&amp;&amp;g)&amp;&amp;u.rotate(T,w*M*x,-A*M*_,0),(l&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||m||v&amp;&amp;h&amp;&amp;!d&amp;&amp;!g)&amp;&amp;u.pan(T,-p.translateSpeed*x*f,p.translateSpeed*_*f,0),c&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||y||v&amp;&amp;!h&amp;&amp;d&amp;&amp;!g)){var k=-p.zoomSpeed*_/window.innerHeight*(T-u.lastT())*100;u.pan(T,0,0,f*(Math.exp(k)-1))}return p._lastX=r,p._lastY=i,p._lastMods=a,!0}}p.mouseListener=a(t,e),t.addEventListener(&quot;touchstart&quot;,function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],p._lastMods),e(1,n[0],n[1],p._lastMods),r.preventDefault()},!!l&amp;&amp;{passive:!1}),t.addEventListener(&quot;touchmove&quot;,function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],p._lastMods),r.preventDefault()},!!l&amp;&amp;{passive:!1}),t.addEventListener(&quot;touchend&quot;,function(t){e(0,p._lastX,p._lastY,p._lastMods),t.preventDefault()},!!l&amp;&amp;{passive:!1}),p.wheelListener=o(t,function(t,e){if(!1!==p.keyBindingMode&amp;&amp;p.enableWheel){var r=p.flipX?1:-1,i=p.flipY?1:-1,a=n();if(Math.abs(t)&gt;Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*p.rotateSpeed/window.innerWidth);else if(!p._ortho){var o=-p.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}},!0)},p.enableMouseListeners(),p};var n=t(&quot;right-now&quot;),i=t(&quot;3d-view&quot;),a=t(&quot;mouse-change&quot;),o=t(&quot;mouse-wheel&quot;),s=t(&quot;mouse-event-offset&quot;),l=t(&quot;has-passive-events&quot;)},{&quot;3d-view&quot;:10,&quot;has-passive-events&quot;:252,&quot;mouse-change&quot;:271,&quot;mouse-event-offset&quot;:272,&quot;mouse-wheel&quot;:274,&quot;right-now&quot;:316}],141:[function(t,e,r){var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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}&quot;]),o=n([&quot;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}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec2&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],142:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./camera.js&quot;),i=t(&quot;gl-axes3d&quot;),a=t(&quot;gl-axes3d/properties&quot;),o=t(&quot;gl-spikes3d&quot;),s=t(&quot;gl-select-static&quot;),l=t(&quot;gl-fbo&quot;),u=t(&quot;a-big-triangle&quot;),c=t(&quot;mouse-change&quot;),f=t(&quot;mouse-wheel&quot;),h=t(&quot;gl-mat4/perspective&quot;),d=t(&quot;gl-mat4/ortho&quot;),p=t(&quot;./lib/shader&quot;),g=t(&quot;is-mobile&quot;)({tablet:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e&lt;0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e&gt;0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function y(t){return&quot;boolean&quot;!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e)if(e=document.createElement(&quot;canvas&quot;),t.container){var r=t.container;r.appendChild(e)}else document.body.appendChild(e);var b=t.gl;b||(b=function(t,e){var r=null;try{(r=t.getContext(&quot;webgl&quot;,e))||(r=t.getContext(&quot;experimental-webgl&quot;,e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:g}));if(!b)throw new Error(&quot;webgl not supported&quot;);var x=t.bounds||[[-10,-10,-10],[10,10,10]],_=new v,w=l(b,[b.drawingBufferWidth,b.drawingBufferHeight],{preferFloat:!g}),A=p(b),M=t.cameraObject&amp;&amp;!0===t.cameraObject._ortho||t.camera.projection&amp;&amp;&quot;orthographic&quot;===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||&quot;turntable&quot;,_ortho:M},k=t.axes||{},E=i(b,k);E.enable=!k.disable;var L=t.spikes||{},S=o(b,L),C=[],O=[],R=[],P=[],z=!0,I=!0,N=new Array(16),D=new Array(16),F={view:null,projection:N,model:D,_ortho:!1},I=!0,j=[b.drawingBufferWidth,b.drawingBufferHeight],B=t.cameraObject||n(e,T),U={gl:b,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:_,camera:B,axes:E,axesPixels:null,spikes:S,bounds:x,objects:C,shape:j,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:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:F,oncontextloss:null,mouseListener:null,_stopped:!1},V=[b.drawingBufferWidth/U.pixelRatio|0,b.drawingBufferHeight/U.pixelRatio|0];function H(){if(!U._stopped&amp;&amp;U.autoResize){var t=e.parentNode,r=1,n=1;t&amp;&amp;t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*U.pixelRatio),a=0|Math.ceil(n*U.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||&quot;absolute&quot;,o.left=&quot;0px&quot;,o.top=&quot;0px&quot;,o.width=r+&quot;px&quot;,o.height=n+&quot;px&quot;,z=!0}}}U.autoResize&amp;&amp;H();function q(){for(var t=C.length,e=P.length,r=0;r&lt;e;++r)R[r]=0;t:for(var r=0;r&lt;t;++r){var n=C[r],i=n.pickSlots;if(i){for(var a=0;a&lt;e;++a)if(R[a]+i&lt;255){O[r]=a,n.setPickBase(R[a]+1),R[a]+=i;continue t}var o=s(b,j);O[r]=e,P.push(o),R.push(i),n.setPickBase(1),e+=1}else O[r]=-1}for(;e&gt;0&amp;&amp;0===R[e-1];)R.pop(),P.pop().dispose()}function G(){if(U.contextLost)return!0;b.isContextLost()&amp;&amp;(U.contextLost=!0,U.mouseListener.enabled=!1,U.selection.object=null,U.oncontextloss&amp;&amp;U.oncontextloss())}window.addEventListener(&quot;resize&quot;,H),U.update=function(t){U._stopped||(t=t||{},z=!0,I=!0)},U.add=function(t){U._stopped||(t.axes=E,C.push(t),O.push(-1),z=!0,I=!0,q())},U.remove=function(t){if(!U._stopped){var e=C.indexOf(t);e&lt;0||(C.splice(e,1),O.pop(),z=!0,I=!0,q())}},U.dispose=function(){if(!U._stopped&amp;&amp;(U._stopped=!0,window.removeEventListener(&quot;resize&quot;,H),e.removeEventListener(&quot;webglcontextlost&quot;,G),U.mouseListener.enabled=!1,!U.contextLost)){E.dispose(),S.dispose();for(var t=0;t&lt;C.length;++t)C[t].dispose();w.dispose();for(var t=0;t&lt;P.length;++t)P[t].dispose();A.dispose(),b=null,E=null,S=null,C=[]}},U.wheelListener=f(e,function(t,e){if(!1!==B.keyBindingMode&amp;&amp;B.enableWheel&amp;&amp;B._ortho){var r=t&gt;e?1.1:1/1.1;U.aspect[0]*=r,U.aspect[1]*=r,U.aspect[2]*=r,U.redraw()}},!0),U._mouseRotating=!1,U._prevButtons=0,U.enableMouseListeners=function(){U.mouseListener=c(e,function(t,e,r){if(!U._stopped){var n=P.length,i=C.length,a=_.object;_.distance=1/0,_.mouse[0]=e,_.mouse[1]=r,_.object=null,_.screen=null,_.dataCoordinate=_.dataPosition=null;var o=!1;if(t&amp;&amp;U._prevButtons)U._mouseRotating=!0;else{U._mouseRotating&amp;&amp;(I=!0),U._mouseRotating=!1;for(var s=0;s&lt;n;++s){var l=P[s].query(e,V[1]-r-1,U.pickRadius);if(l){if(l.distance&gt;_.distance)continue;for(var u=0;u&lt;i;++u){var c=C[u];if(O[u]===s){var f=c.pick(l);f&amp;&amp;(_.buttons=t,_.screen=l.coord,_.distance=l.distance,_.object=c,_.index=f.distance,_.dataPosition=f.position,_.dataCoordinate=f.dataCoordinate,_.data=f,o=!0)}}}}}a&amp;&amp;a!==_.object&amp;&amp;(a.highlight&amp;&amp;a.highlight(null),z=!0),_.object&amp;&amp;(_.object.highlight&amp;&amp;_.object.highlight(_.data),z=!0),(o=o||_.object!==a)&amp;&amp;U.onselect&amp;&amp;U.onselect(_),1&amp;t&amp;&amp;!(1&amp;U._prevButtons)&amp;&amp;U.onclick&amp;&amp;U.onclick(_),U._prevButtons=t}})},e.addEventListener(&quot;webglcontextlost&quot;,G);var X=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],W=[X[0].slice(),X[1].slice()];function Y(){if(!G()){H();var t=U.camera.tick();F.view=U.camera.matrix,z=z||t,I=I||t,E.pixelRatio=U.pixelRatio,S.pixelRatio=U.pixelRatio;var e=C.length,r=X[0],n=X[1];r[0]=r[1]=r[2]=1/0,n[0]=n[1]=n[2]=-1/0;for(var i=0;i&lt;e;++i){var o=C[i];o.pixelRatio=U.pixelRatio,o.axes=U.axes,z=z||!!o.dirty,I=I||!!o.dirty;var s=o.bounds;if(s)for(var l=s[0],c=s[1],f=0;f&lt;3;++f)r[f]=Math.min(r[f],l[f]),n[f]=Math.max(n[f],c[f])}var p=U.bounds;if(U.autoBounds)for(var f=0;f&lt;3;++f){if(n[f]&lt;r[f])r[f]=-1,n[f]=1;else{r[f]===n[f]&amp;&amp;(r[f]-=1,n[f]+=1);var g=.05*(n[f]-r[f]);r[f]=r[f]-g,n[f]=n[f]+g}p[0][f]=r[f],p[1][f]=n[f]}for(var v=!1,f=0;f&lt;3;++f)v=v||W[0][f]!==p[0][f]||W[1][f]!==p[1][f],W[0][f]=p[0][f],W[1][f]=p[1][f];if(I=I||v,z=z||v){if(v){for(var y=[0,0,0],i=0;i&lt;3;++i)y[i]=m((p[1][i]-p[0][i])/10);E.autoTicks?E.update({bounds:p,tickSpacing:y}):E.update({bounds:p})}var x=b.drawingBufferWidth,T=b.drawingBufferHeight;j[0]=x,j[1]=T,V[0]=0|Math.max(x/U.pixelRatio,1),V[1]=0|Math.max(T/U.pixelRatio,1),M?(d(N,-x/T,x/T,-1,1,U.zNear,U.zFar),F._ortho=!0):(h(N,U.fovy,x/T,U.zNear,U.zFar),F._ortho=!1);for(var i=0;i&lt;16;++i)D[i]=0;D[15]=1;for(var k=0,i=0;i&lt;3;++i)k=Math.max(k,p[1][i]-p[0][i]);for(var i=0;i&lt;3;++i)U.autoScale?D[5*i]=U.aspect[i]/(p[1][i]-p[0][i]):D[5*i]=1/k,U.autoCenter&amp;&amp;(D[12+i]=.5*-D[5*i]*(p[0][i]+p[1][i]));for(var i=0;i&lt;e;++i){var o=C[i];o.axesBounds=p,U.clipToBounds&amp;&amp;(o.clipBounds=p)}_.object&amp;&amp;(U.snapToData?S.position=_.dataCoordinate:S.position=_.dataPosition,S.bounds=p),I&amp;&amp;(I=!1,function(){if(G())return;b.colorMask(!0,!0,!0,!0),b.depthMask(!0),b.disable(b.BLEND),b.enable(b.DEPTH_TEST);for(var t=C.length,e=P.length,r=0;r&lt;e;++r){var n=P[r];n.shape=V,n.begin();for(var i=0;i&lt;t;++i)if(O[i]===r){var a=C[i];a.drawPick&amp;&amp;(a.pixelRatio=1,a.drawPick(F))}n.end()}}()),U.axesPixels=a(U.axes,F,x,T),U.onrender&amp;&amp;U.onrender(),b.bindFramebuffer(b.FRAMEBUFFER,null),b.viewport(0,0,x,T);var L=U.clearColor;b.clearColor(L[0],L[1],L[2],L[3]),b.clear(b.COLOR_BUFFER_BIT|b.DEPTH_BUFFER_BIT),b.depthMask(!0),b.colorMask(!0,!0,!0,!0),b.enable(b.DEPTH_TEST),b.depthFunc(b.LEQUAL),b.disable(b.BLEND),b.disable(b.CULL_FACE);var R=!1;E.enable&amp;&amp;(R=R||E.isTransparent(),E.draw(F)),S.axes=E,_.object&amp;&amp;S.draw(F),b.disable(b.CULL_FACE);for(var i=0;i&lt;e;++i){var o=C[i];o.axes=E,o.pixelRatio=U.pixelRatio,o.isOpaque&amp;&amp;o.isOpaque()&amp;&amp;o.draw(F),o.isTransparent&amp;&amp;o.isTransparent()&amp;&amp;(R=!0)}if(R){w.shape=j,w.bind(),b.clear(b.DEPTH_BUFFER_BIT),b.colorMask(!1,!1,!1,!1),b.depthMask(!0),b.depthFunc(b.LESS),E.enable&amp;&amp;E.isTransparent()&amp;&amp;E.drawTransparent(F);for(var i=0;i&lt;e;++i){var o=C[i];o.isOpaque&amp;&amp;o.isOpaque()&amp;&amp;o.draw(F)}b.enable(b.BLEND),b.blendEquation(b.FUNC_ADD),b.blendFunc(b.ONE,b.ONE_MINUS_SRC_ALPHA),b.colorMask(!0,!0,!0,!0),b.depthMask(!1),b.clearColor(0,0,0,0),b.clear(b.COLOR_BUFFER_BIT),E.isTransparent()&amp;&amp;E.drawTransparent(F);for(var i=0;i&lt;e;++i){var o=C[i];o.isTransparent&amp;&amp;o.isTransparent()&amp;&amp;o.drawTransparent(F)}b.bindFramebuffer(b.FRAMEBUFFER,null),b.blendFunc(b.ONE,b.ONE_MINUS_SRC_ALPHA),b.disable(b.DEPTH_TEST),A.bind(),w.color[0].bind(0),A.uniforms.accumBuffer=0,u(b),b.disable(b.BLEND)}z=!1;for(var i=0;i&lt;e;++i)C[i].dirty=!1}}}return U.enableMouseListeners(),function t(){U._stopped||U.contextLost||(Y(),requestAnimationFrame(t))}(),U.redraw=function(){U._stopped||(z=!0,Y())},U},createCamera:n}},{&quot;./camera.js&quot;:140,&quot;./lib/shader&quot;:141,&quot;a-big-triangle&quot;:11,&quot;gl-axes3d&quot;:95,&quot;gl-axes3d/properties&quot;:102,&quot;gl-fbo&quot;:111,&quot;gl-mat4/ortho&quot;:127,&quot;gl-mat4/perspective&quot;:128,&quot;gl-select-static&quot;:148,&quot;gl-spikes3d&quot;:157,&quot;is-mobile&quot;:260,&quot;mouse-change&quot;:271,&quot;mouse-wheel&quot;:274}],143:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],d=r[0],p=r[1],g=r[2],v=r[3];(a=u*d+c*p+f*g+h*v)&lt;0&amp;&amp;(a=-a,d=-d,p=-p,g=-g,v=-v);1-a&gt;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*u+l*d,t[1]=s*c+l*p,t[2]=s*f+l*g,t[3]=s*h+l*v,t}},{}],144:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t||0===t?t.toString():&quot;&quot;}},{}],145:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;vectorize-text&quot;);e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:&quot;center&quot;,textBaseline:&quot;middle&quot;,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,u,c=n(t,o);if(r&amp;&amp;1!==r){for(l=0;l&lt;s.positions.length;++l)for(u=0;u&lt;s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l&lt;c.positions.length;++l)for(u=0;u&lt;c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l&lt;h;++l){var d=c.positions[l];for(u=0;u&lt;2;++u)f[0][u]=Math.min(f[0][u],d[u]),f[1][u]=Math.max(f[1][u],d[u])}return a[t]=[s,c,f]};var i={}},{&quot;vectorize-text&quot;:351}],146:[function(t,e,r){var n=t(&quot;gl-shader&quot;),i=t(&quot;glslify&quot;),a=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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}&quot;]),o=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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}&quot;]),s=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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&quot;]),l=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 vec4 pickId;\\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&quot;]),u=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),c=[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;glyph&quot;,type:&quot;vec2&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},d={vertex:s,fragment:l,attributes:c},p={vertex:a,fragment:u,attributes:c},g={vertex:o,fragment:u,attributes:c},v={vertex:s,fragment:u,attributes:c};function m(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 m(t,f)},r.createOrtho=function(t){return m(t,h)},r.createProject=function(t){return m(t,d)},r.createPickPerspective=function(t){return m(t,p)},r.createPickOrtho=function(t){return m(t,g)},r.createPickProject=function(t){return m(t,v)}},{&quot;gl-shader&quot;:149,glslify:250}],147:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-string-blank&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;typedarray-pool&quot;),s=t(&quot;gl-mat4/multiply&quot;),l=t(&quot;./lib/shaders&quot;),u=t(&quot;./lib/glyphs&quot;),c=t(&quot;./lib/get-simple-string&quot;),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 d(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function p(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t?1:t&gt;1?1:t}function v(t,e,r,n,i,a,o,s,l,u,c,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=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new p(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),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),d=i(e),p=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:d,size:2,type:e.FLOAT},{buffer:p,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),m=new v(e,r,n,o,f,h,d,p,g,s,u,c);return m.update(t),m};var m=v.prototype;m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t&lt;3;++t)if(this.axesProject[t]&amp;&amp;this.projectHasAlpha)return!0;return!1},m.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t&lt;3;++t)if(this.axesProject[t]&amp;&amp;!this.projectHasAlpha)return!0;return!1};var y=[0,0],b=[0,0,0],x=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],A=f.slice(),M=[0,0,0],T=[[0,0,0],[0,0,0]];function k(t){return t[0]=t[1]=t[2]=0,t}function E(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function L(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function S(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,p=e.axesBounds,g=function(t){for(var e=T,r=0;r&lt;2;++r)for(var n=0;n&lt;3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&amp;&amp;e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var v=0;v&lt;3;++v)if(a[v]){l.scale=e.projectScale[v],l.opacity=e.projectOpacity[v];for(var m=A,S=0;S&lt;16;++S)m[S]=0;for(S=0;S&lt;4;++S)m[5*S]=1;m[5*v]=0,i[v]&lt;0?m[12+v]=p[0][v]:m[12+v]=p[1][v],s(m,u,m),l.model=m;var C=(v+1)%3,O=(v+2)%3,R=k(b),P=k(x);R[C]=1,P[O]=1;var z=d(0,0,0,E(_,R)),I=d(0,0,0,E(w,P));if(Math.abs(z[1])&gt;Math.abs(I[1])){var N=z;z=I,I=N,N=R,R=P,P=N;var D=C;C=O,O=D}z[0]&lt;0&amp;&amp;(R[C]=-1),I[1]&gt;0&amp;&amp;(P[O]=-1);var F=0,j=0;for(S=0;S&lt;4;++S)F+=Math.pow(u[4*C+S],2),j+=Math.pow(u[4*O+S],2);R[C]/=Math.sqrt(F),P[O]/=Math.sqrt(j),l.axes[0]=R,l.axes[1]=P,l.fragClipBounds[0]=L(M,g[0],v,-1e8),l.fragClipBounds[1]=L(M,g[1],v,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth&gt;0&amp;&amp;(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 O(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&amp;&amp;S(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&gt;0&amp;&amp;(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function R(t,e,r,i){var a;a=Array.isArray(t)?e&lt;t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&amp;&amp;(a=&quot;\\u25bc&quot;,o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}m.draw=function(t){O(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},m.drawTransparent=function(t){O(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},m.drawPick=function(t){O(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]&lt;&lt;8)+(t.value[0]&lt;&lt;16);if(e&gt;=this.pointCount||e&lt;0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i&lt;3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},m.highlight=function(t){if(t){var e=t.index,r=255&amp;e,n=e&gt;&gt;8&amp;255,i=e&gt;&gt;16&amp;255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},m.update=function(t){if(&quot;perspective&quot;in(t=t||{})&amp;&amp;(this.useOrtho=!t.perspective),&quot;orthographic&quot;in t&amp;&amp;(this.useOrtho=!!t.orthographic),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;project&quot;in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(&quot;projectScale&quot;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,&quot;projectOpacity&quot;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&lt;3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]&lt;1&amp;&amp;(this.projectHasAlpha=!0)}this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=g(t.opacity),this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||&quot;normal&quot;,u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else{i=[],a=[];for(n=0;n&lt;u.length;++n)i[n]=u[n][0],a[n]=u[n][1]}var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,d=t.color,p=t.size,v=t.angle,m=t.lineColor,y=-1,b=0,x=0,_=0;if(s.length){_=s.length;t:for(n=0;n&lt;_;++n){for(var w=s[n],A=0;A&lt;3;++A)if(isNaN(w[A])||!isFinite(w[A]))continue t;var M=(j=R(h,n,l,this.pixelRatio)).mesh,T=j.lines,k=j.bounds;b+=3*M.cells.length,x+=2*T.edges.length}}var E=b+x,L=o.mallocFloat(3*E),S=o.mallocFloat(4*E),C=o.mallocFloat(2*E),O=o.mallocUint32(E);if(E&gt;0){var P=0,z=b,I=[0,0,0,1],N=[0,0,0,1],D=Array.isArray(d)&amp;&amp;Array.isArray(d[0]),F=Array.isArray(m)&amp;&amp;Array.isArray(m[0]);t:for(n=0;n&lt;_;++n){y+=1;for(w=s[n],A=0;A&lt;3;++A){if(isNaN(w[A])||!isFinite(w[A]))continue t;f[A]=Math.max(f[A],w[A]),c[A]=Math.min(c[A],w[A])}M=(j=R(h,n,l,this.pixelRatio)).mesh,T=j.lines,k=j.bounds;var j,B=j.visible;if(B)if(Array.isArray(d)){if(3===(U=D?n&lt;d.length?d[n]:[0,0,0,0]:d).length){for(A=0;A&lt;3;++A)I[A]=U[A];I[3]=1}else if(4===U.length){for(A=0;A&lt;4;++A)I[A]=U[A];!this.hasAlpha&amp;&amp;U[3]&lt;1&amp;&amp;(this.hasAlpha=!0)}}else I[0]=I[1]=I[2]=0,I[3]=1;else I=[1,1,1,0];if(B)if(Array.isArray(m)){var U;if(3===(U=F?n&lt;m.length?m[n]:[0,0,0,0]:m).length){for(A=0;A&lt;3;++A)N[A]=U[A];N[A]=1}else if(4===U.length){for(A=0;A&lt;4;++A)N[A]=U[A];!this.hasAlpha&amp;&amp;U[3]&lt;1&amp;&amp;(this.hasAlpha=!0)}}else N[0]=N[1]=N[2]=0,N[3]=1;else N=[1,1,1,0];var V=.5;B?Array.isArray(p)?V=n&lt;p.length?+p[n]:12:p?V=+p:this.useOrtho&amp;&amp;(V=12):V=0;var H=0;Array.isArray(v)?H=n&lt;v.length?+v[n]:0:v&amp;&amp;(H=+v);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],A=0;A&lt;3;++A)f[A]=Math.max(f[A],w[A]),c[A]=Math.min(c[A],w[A]);var X=i,W=a;X=0;Array.isArray(i)?X=n&lt;i.length?i[n]:0:i&amp;&amp;(X=i);W=0;Array.isArray(a)?W=n&lt;a.length?a[n]:0:a&amp;&amp;(W=a);var Y=[X*=X&gt;0?1-k[0][0]:X&lt;0?1+k[1][0]:1,W*=W&gt;0?1-k[0][1]:W&lt;0?1+k[1][1]:1],Z=M.cells||[],Q=M.positions||[];for(A=0;A&lt;Z.length;++A)for(var $=Z[A],J=0;J&lt;3;++J){for(var K=0;K&lt;3;++K)L[3*P+K]=w[K];for(K=0;K&lt;4;++K)S[4*P+K]=I[K];O[P]=y;var tt=Q[$[J]];C[2*P]=V*(q*tt[0]-G*tt[1]+Y[0]),C[2*P+1]=V*(G*tt[0]+q*tt[1]+Y[1]),P+=1}for(Z=T.edges,Q=T.positions,A=0;A&lt;Z.length;++A)for($=Z[A],J=0;J&lt;2;++J){for(K=0;K&lt;3;++K)L[3*z+K]=w[K];for(K=0;K&lt;4;++K)S[4*z+K]=N[K];O[z]=y;tt=Q[$[J]];C[2*z]=V*(q*tt[0]-G*tt[1]+Y[0]),C[2*z+1]=V*(G*tt[0]+q*tt[1]+Y[1]),z+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=b,this.lineVertexCount=x,this.pointBuffer.update(L),this.colorBuffer.update(S),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(L),o.free(S),o.free(C),o.free(O)},m.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()}},{&quot;./lib/get-simple-string&quot;:144,&quot;./lib/glyphs&quot;:145,&quot;./lib/shaders&quot;:146,&quot;gl-buffer&quot;:103,&quot;gl-mat4/multiply&quot;:126,&quot;gl-vao&quot;:168,&quot;is-string-blank&quot;:262,&quot;typedarray-pool&quot;:348}],148:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=n(t,e),a=i.mallocUint8(e[0]*e[1]*4);return new u(t,r,a)};var n=t(&quot;gl-fbo&quot;),i=t(&quot;typedarray-pool&quot;),a=t(&quot;ndarray&quot;),o=t(&quot;bit-twiddle&quot;).nextPow2,s=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;array&quot;,{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},&quot;scalar&quot;,&quot;scalar&quot;,&quot;index&quot;],pre:{body:&quot;{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}&quot;,args:[],thisVars:[&quot;this_closestD2&quot;,&quot;this_closestX&quot;,&quot;this_closestY&quot;],localVars:[]},body:{body:&quot;{if(_inline_52_arg0_&lt;255||_inline_52_arg1_&lt;255||_inline_52_arg2_&lt;255||_inline_52_arg3_&lt;255){var _inline_52_l=_inline_52_arg4_-_inline_52_arg6_[0],_inline_52_a=_inline_52_arg5_-_inline_52_arg6_[1],_inline_52_f=_inline_52_l*_inline_52_l+_inline_52_a*_inline_52_a;_inline_52_f&lt;this_closestD2&amp;&amp;(this_closestD2=_inline_52_f,this_closestX=_inline_52_arg6_[0],this_closestY=_inline_52_arg6_[1])}}&quot;,args:[{name:&quot;_inline_52_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg1_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg4_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg5_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg6_&quot;,lvalue:!1,rvalue:!0,count:4}],thisVars:[&quot;this_closestD2&quot;,&quot;this_closestX&quot;,&quot;this_closestY&quot;],localVars:[&quot;_inline_52_a&quot;,&quot;_inline_52_f&quot;,&quot;_inline_52_l&quot;]},post:{body:&quot;{return[this_closestX,this_closestY,this_closestD2]}&quot;,args:[],thisVars:[&quot;this_closestD2&quot;,&quot;this_closestX&quot;,&quot;this_closestY&quot;],localVars:[]},debug:!1,funcName:&quot;cwise&quot;,blockSize:64});function l(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function u(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&amp;&amp;(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=u.prototype;Object.defineProperty(c,&quot;shape&quot;,{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&gt;this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;a&lt;r*e*4;++a)n[a]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&amp;&amp;(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&amp;&amp;(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,&quot;number&quot;!=typeof r&amp;&amp;(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]),u=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o&lt;=i||c&lt;=u)return null;var f=[o-i,c-u],h=a(this.buffer,[f[0],f[1],4],[4,4*n[0],1],4*(i+n[0]*u)),d=s(h.hi(f[0],f[1],1),r,r),p=d[0],g=d[1];return p&lt;0||Math.pow(this.radius,2)&lt;d[2]?null:new l(p+i|0,g+u|0,h.get(p,g,0),[h.get(p,g,1),h.get(p,g,2),h.get(p,g,3)],Math.sqrt(d[2]))},c.dispose=function(){this.gl&amp;&amp;(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&amp;&amp;clearTimeout(this._readTimeout))}},{&quot;bit-twiddle&quot;:36,&quot;cwise/lib/wrapper&quot;:80,&quot;gl-fbo&quot;:111,ndarray:286,&quot;typedarray-pool&quot;:348}],149:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/create-uniforms&quot;),i=t(&quot;./lib/create-attributes&quot;),a=t(&quot;./lib/reflect&quot;),o=t(&quot;./lib/shader-cache&quot;),s=t(&quot;./lib/runtime-reflect&quot;),l=t(&quot;./lib/GLError&quot;);function u(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 c=u.prototype;function f(t,e){return t.name&lt;e.name?-1:1}c.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&gt;r)for(t=r;t&lt;e;t++)this.gl.enableVertexAttribArray(t);else if(r&gt;e)for(t=e;t&lt;r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},c.dispose=function(){for(var t=this.gl.lastAttribCount,e=0;e&lt;t;e++)this.gl.disableVertexAttribArray(e);this.gl.lastAttribCount=0,this._fref&amp;&amp;this._fref.dispose(),this._vref&amp;&amp;this._vref.dispose(),this.attributes=this.types=this.vertShader=this.fragShader=this.program=this._relink=this._fref=this._vref=null},c.update=function(t,e,r,u){if(!e||1===arguments.length){var c=t;t=c.vertex,e=c.fragment,r=c.uniforms,u=c.attributes}var h=this,d=h.gl,p=h._vref;h._vref=o.shader(d,d.VERTEX_SHADER,t),p&amp;&amp;p.dispose(),h.vertShader=h._vref.shader;var g=this._fref;if(h._fref=o.shader(d,d.FRAGMENT_SHADER,e),g&amp;&amp;g.dispose(),h.fragShader=h._fref.shader,!r||!u){var v=d.createProgram();if(d.attachShader(v,h.fragShader),d.attachShader(v,h.vertShader),d.linkProgram(v),!d.getProgramParameter(v,d.LINK_STATUS)){var m=d.getProgramInfoLog(v);throw new l(m,&quot;Error linking program:&quot;+m)}r=r||s.uniforms(d,v),u=u||s.attributes(d,v),d.deleteProgram(v)}(u=u.slice()).sort(f);var y,b=[],x=[],_=[];for(y=0;y&lt;u.length;++y){var w=u[y];if(w.type.indexOf(&quot;mat&quot;)&gt;=0){for(var A=0|w.type.charAt(w.type.length-1),M=new Array(A),T=0;T&lt;A;++T)M[T]=_.length,x.push(w.name+&quot;[&quot;+T+&quot;]&quot;),&quot;number&quot;==typeof w.location?_.push(w.location+T):Array.isArray(w.location)&amp;&amp;w.location.length===A&amp;&amp;&quot;number&quot;==typeof w.location[T]?_.push(0|w.location[T]):_.push(-1);b.push({name:w.name,type:w.type,locations:M})}else b.push({name:w.name,type:w.type,locations:[_.length]}),x.push(w.name),&quot;number&quot;==typeof w.location?_.push(0|w.location):_.push(-1)}var k=0;for(y=0;y&lt;_.length;++y)if(_[y]&lt;0){for(;_.indexOf(k)&gt;=0;)k+=1;_[y]=k}var E=new Array(r.length);function L(){h.program=o.program(d,h._vref,h._fref,x,_);for(var t=0;t&lt;r.length;++t)E[t]=d.getUniformLocation(h.program,r[t].name)}L(),h._relink=L,h.types={uniforms:a(r),attributes:a(u)},h.attributes=i(d,h,b,_),Object.defineProperty(h,&quot;uniforms&quot;,n(d,h,r,E))},e.exports=function(t,e,r,n,i){var a=new u(t);return a.update(e,r,n,i),a}},{&quot;./lib/GLError&quot;:150,&quot;./lib/create-attributes&quot;:151,&quot;./lib/create-uniforms&quot;:152,&quot;./lib/reflect&quot;:153,&quot;./lib/runtime-reflect&quot;:154,&quot;./lib/shader-cache&quot;:155}],150:[function(t,e,r){function n(t,e,r){this.shortMessage=e||&quot;&quot;,this.longMessage=r||&quot;&quot;,this.rawError=t||&quot;&quot;,this.message=&quot;gl-shader: &quot;+(e||t||&quot;&quot;)+(r?&quot;\\n&quot;+r:&quot;&quot;),this.stack=(new Error).stack}n.prototype=new Error,n.prototype.name=&quot;GLError&quot;,n.prototype.constructor=n,e.exports=n},{}],151:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,i){for(var a={},l=0,u=r.length;l&lt;u;++l){var c=r[l],f=c.name,h=c.type,d=c.locations;switch(h){case&quot;bool&quot;:case&quot;int&quot;:case&quot;float&quot;:o(t,e,d[0],i,1,a,f);break;default:if(h.indexOf(&quot;vec&quot;)&gt;=0){var p=h.charCodeAt(h.length-1)-48;if(p&lt;2||p&gt;4)throw new n(&quot;&quot;,&quot;Invalid data type for attribute &quot;+f+&quot;: &quot;+h);o(t,e,d[0],i,p,a,f)}else{if(!(h.indexOf(&quot;mat&quot;)&gt;=0))throw new n(&quot;&quot;,&quot;Unknown data type for attribute &quot;+f+&quot;: &quot;+h);var p=h.charCodeAt(h.length-1)-48;if(p&lt;2||p&gt;4)throw new n(&quot;&quot;,&quot;Invalid data type for attribute &quot;+f+&quot;: &quot;+h);s(t,e,d,i,p,a,f)}}}return a};var n=t(&quot;./GLError&quot;);function i(t,e,r,n,i,a){this._gl=t,this._wrapper=e,this._index=r,this._locations=n,this._dimension=i,this._constFunc=a}var a=i.prototype;function o(t,e,r,n,a,o,s){for(var l=[&quot;gl&quot;,&quot;v&quot;],u=[],c=0;c&lt;a;++c)l.push(&quot;x&quot;+c),u.push(&quot;x&quot;+c);l.push(&quot;if(x0.length===void 0){return gl.vertexAttrib&quot;+a+&quot;f(v,&quot;+u.join()+&quot;)}else{return gl.vertexAttrib&quot;+a+&quot;fv(v,x0)}&quot;);var f=Function.apply(null,l),h=new i(t,e,r,n,a,f);Object.defineProperty(o,s,{set:function(e){return t.disableVertexAttribArray(n[r]),f(t,n[r],e),e},get:function(){return h},enumerable:!0})}function s(t,e,r,n,i,a,s){for(var l=new Array(i),u=new Array(i),c=0;c&lt;i;++c)o(t,e,r[c],n,i,l,c),u[c]=l[c];Object.defineProperty(l,&quot;location&quot;,{set:function(t){if(Array.isArray(t))for(var e=0;e&lt;i;++e)u[e].location=t[e];else for(e=0;e&lt;i;++e)u[e].location=t+e;return t},get:function(){for(var t=new Array(i),e=0;e&lt;i;++e)t[e]=n[r[e]];return t},enumerable:!0}),l.pointer=function(e,a,o,s){e=e||t.FLOAT,a=!!a,o=o||i*i,s=s||0;for(var l=0;l&lt;i;++l){var u=n[r[l]];t.vertexAttribPointer(u,i,e,a,o,s+l*i),t.enableVertexAttribArray(u)}};var f=new Array(i),h=t[&quot;vertexAttrib&quot;+i+&quot;fv&quot;];Object.defineProperty(a,s,{set:function(e){for(var a=0;a&lt;i;++a){var o=n[r[a]];if(t.disableVertexAttribArray(o),Array.isArray(e[0]))h.call(t,o,e[a]);else{for(var s=0;s&lt;i;++s)f[s]=e[i*a+s];h.call(t,o,f)}}return e},get:function(){return l},enumerable:!0})}a.pointer=function(t,e,r,n){var i=this._gl,a=this._locations[this._index];i.vertexAttribPointer(a,this._dimension,t||i.FLOAT,!!e,r||0,n||0),i.enableVertexAttribArray(a)},a.set=function(t,e,r,n){return this._constFunc(this._locations[this._index],t,e,r,n)},Object.defineProperty(a,&quot;location&quot;,{get:function(){return this._locations[this._index]},set:function(t){return t!==this._locations[this._index]&amp;&amp;(this._locations[this._index]=0|t,this._wrapper.program=null),0|t}})},{&quot;./GLError&quot;:150}],152:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./reflect&quot;),i=t(&quot;./GLError&quot;);function a(t){return new Function(&quot;y&quot;,&quot;return function(){return y}&quot;)(t)}function o(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}e.exports=function(t,e,r,s){function l(t,e,r){switch(r){case&quot;bool&quot;:case&quot;int&quot;:case&quot;sampler2D&quot;:case&quot;samplerCube&quot;:return&quot;gl.uniform1i(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;case&quot;float&quot;:return&quot;gl.uniform1f(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;default:var n=r.indexOf(&quot;vec&quot;);if(!(0&lt;=n&amp;&amp;n&lt;=1&amp;&amp;r.length===4+n)){if(0===r.indexOf(&quot;mat&quot;)&amp;&amp;4===r.length){var a=r.charCodeAt(r.length-1)-48;if(a&lt;2||a&gt;4)throw new i(&quot;&quot;,&quot;Invalid uniform dimension type for matrix &quot;+name+&quot;: &quot;+r);return&quot;gl.uniformMatrix&quot;+a+&quot;fv(locations[&quot;+e+&quot;],false,obj&quot;+t+&quot;)&quot;}throw new i(&quot;&quot;,&quot;Unknown uniform data type for &quot;+name+&quot;: &quot;+r)}var a=r.charCodeAt(r.length-1)-48;if(a&lt;2||a&gt;4)throw new i(&quot;&quot;,&quot;Invalid data type&quot;);switch(r.charAt(0)){case&quot;b&quot;:case&quot;i&quot;:return&quot;gl.uniform&quot;+a+&quot;iv(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;case&quot;v&quot;:return&quot;gl.uniform&quot;+a+&quot;fv(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;default:throw new i(&quot;&quot;,&quot;Unrecognized data type for vector &quot;+name+&quot;: &quot;+r)}}}function u(e){for(var n=[&quot;return function updateProperty(obj){&quot;],i=function t(e,r){if(&quot;object&quot;!=typeof r)return[[e,r]];var n=[];for(var i in r){var a=r[i],o=e;parseInt(i)+&quot;&quot;===i?o+=&quot;[&quot;+i+&quot;]&quot;:o+=&quot;.&quot;+i,&quot;object&quot;==typeof a?n.push.apply(n,t(o,a)):n.push([o,a])}return n}(&quot;&quot;,e),a=0;a&lt;i.length;++a){var o=i[a],u=o[0],c=o[1];s[c]&amp;&amp;n.push(l(u,c,r[c].type))}n.push(&quot;return obj}&quot;);var f=new Function(&quot;gl&quot;,&quot;locations&quot;,n.join(&quot;\\n&quot;));return f(t,s)}function c(n,l,c){if(&quot;object&quot;==typeof c){var h=f(c);Object.defineProperty(n,l,{get:a(h),set:u(c),enumerable:!0,configurable:!1})}else s[c]?Object.defineProperty(n,l,{get:(d=c,new Function(&quot;gl&quot;,&quot;wrapper&quot;,&quot;locations&quot;,&quot;return function(){return gl.getUniform(wrapper.program,locations[&quot;+d+&quot;])}&quot;)(t,e,s)),set:u(c),enumerable:!0,configurable:!1}):n[l]=function(t){switch(t){case&quot;bool&quot;:return!1;case&quot;int&quot;:case&quot;sampler2D&quot;:case&quot;samplerCube&quot;:case&quot;float&quot;:return 0;default:var e=t.indexOf(&quot;vec&quot;);if(0&lt;=e&amp;&amp;e&lt;=1&amp;&amp;t.length===4+e){var r=t.charCodeAt(t.length-1)-48;if(r&lt;2||r&gt;4)throw new i(&quot;&quot;,&quot;Invalid data type&quot;);return&quot;b&quot;===t.charAt(0)?o(r,!1):o(r,0)}if(0===t.indexOf(&quot;mat&quot;)&amp;&amp;4===t.length){var r=t.charCodeAt(t.length-1)-48;if(r&lt;2||r&gt;4)throw new i(&quot;&quot;,&quot;Invalid uniform dimension type for matrix &quot;+name+&quot;: &quot;+t);return o(r*r,0)}throw new i(&quot;&quot;,&quot;Unknown uniform data type for &quot;+name+&quot;: &quot;+t)}}(r[c].type);var d}function f(t){var e;if(Array.isArray(t)){e=new Array(t.length);for(var r=0;r&lt;t.length;++r)c(e,r,t[r])}else for(var n in e={},t)c(e,n,t[n]);return e}var h=n(r,!0);return{get:a(f(h)),set:u(h),enumerable:!0,configurable:!0}}},{&quot;./GLError&quot;:150,&quot;./reflect&quot;:153}],153:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r={},n=0;n&lt;t.length;++n)for(var i=t[n].name,a=i.split(&quot;.&quot;),o=r,s=0;s&lt;a.length;++s){var l=a[s].split(&quot;[&quot;);if(l.length&gt;1){l[0]in o||(o[l[0]]=[]),o=o[l[0]];for(var u=1;u&lt;l.length;++u){var c=parseInt(l[u]);u&lt;l.length-1||s&lt;a.length-1?(c in o||(u&lt;l.length-1?o[c]=[]:o[c]={}),o=o[c]):o[c]=e?n:t[n].type}}else s&lt;a.length-1?(l[0]in o||(o[l[0]]={}),o=o[l[0]]):o[l[0]]=e?n:t[n].type}return r}},{}],154:[function(t,e,r){&quot;use strict&quot;;r.uniforms=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_UNIFORMS),n=[],i=0;i&lt;r;++i){var o=t.getActiveUniform(e,i);if(o){var s=a(t,o.type);if(o.size&gt;1)for(var l=0;l&lt;o.size;++l)n.push({name:o.name.replace(&quot;[0]&quot;,&quot;[&quot;+l+&quot;]&quot;),type:s});else n.push({name:o.name,type:s})}}return n},r.attributes=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_ATTRIBUTES),n=[],i=0;i&lt;r;++i){var o=t.getActiveAttrib(e,i);o&amp;&amp;n.push({name:o.name,type:a(t,o.type)})}return n};var n={FLOAT:&quot;float&quot;,FLOAT_VEC2:&quot;vec2&quot;,FLOAT_VEC3:&quot;vec3&quot;,FLOAT_VEC4:&quot;vec4&quot;,INT:&quot;int&quot;,INT_VEC2:&quot;ivec2&quot;,INT_VEC3:&quot;ivec3&quot;,INT_VEC4:&quot;ivec4&quot;,BOOL:&quot;bool&quot;,BOOL_VEC2:&quot;bvec2&quot;,BOOL_VEC3:&quot;bvec3&quot;,BOOL_VEC4:&quot;bvec4&quot;,FLOAT_MAT2:&quot;mat2&quot;,FLOAT_MAT3:&quot;mat3&quot;,FLOAT_MAT4:&quot;mat4&quot;,SAMPLER_2D:&quot;sampler2D&quot;,SAMPLER_CUBE:&quot;samplerCube&quot;},i=null;function a(t,e){if(!i){var r=Object.keys(n);i={};for(var a=0;a&lt;r.length;++a){var o=r[a];i[t[o]]=n[o]}}return i[e]}},{}],155:[function(t,e,r){&quot;use strict&quot;;r.shader=function(t,e,r){return c(t).getShaderReference(e,r)},r.program=function(t,e,r,n,i){return c(t).getProgram(e,r,n,i)};var n=t(&quot;./GLError&quot;),i=t(&quot;gl-format-compiler-error&quot;),a=new(&quot;undefined&quot;==typeof WeakMap?t(&quot;weakmap-shim&quot;):WeakMap),o=0;function s(t,e,r,n,i,a,o){this.id=t,this.src=e,this.type=r,this.shader=n,this.count=a,this.programs=[],this.cache=o}function l(t){this.gl=t,this.shaders=[{},{}],this.programs={}}s.prototype.dispose=function(){if(0==--this.count){for(var t=this.cache,e=t.gl,r=this.programs,n=0,i=r.length;n&lt;i;++n){var a=t.programs[r[n]];a&amp;&amp;(delete t.programs[n],e.deleteProgram(a))}e.deleteShader(this.shader),delete t.shaders[this.type===e.FRAGMENT_SHADER|0][this.src]}};var u=l.prototype;function c(t){var e=a.get(t);return e||(e=new l(t),a.set(t,e)),e}u.getShaderReference=function(t,e){var r=this.gl,a=this.shaders[t===r.FRAGMENT_SHADER|0],l=a[e];if(l&amp;&amp;r.isShader(l.shader))l.count+=1;else{var u=function(t,e,r){var a=t.createShader(e);if(t.shaderSource(a,r),t.compileShader(a),!t.getShaderParameter(a,t.COMPILE_STATUS)){var o=t.getShaderInfoLog(a);try{var s=i(o,r,e)}catch(t){throw console.warn(&quot;Failed to format compiler error: &quot;+t),new n(o,&quot;Error compiling shader:\\n&quot;+o)}throw new n(o,s.short,s.long)}return a}(r,t,e);l=a[e]=new s(o++,e,t,u,[],1,this)}return l},u.getProgram=function(t,e,r,i){var a=[t.id,e.id,r.join(&quot;:&quot;),i.join(&quot;:&quot;)].join(&quot;@&quot;),o=this.programs[a];return o&amp;&amp;this.gl.isProgram(o)||(this.programs[a]=o=function(t,e,r,i,a){var o=t.createProgram();t.attachShader(o,e),t.attachShader(o,r);for(var s=0;s&lt;i.length;++s)t.bindAttribLocation(o,a[s],i[s]);if(t.linkProgram(o),!t.getProgramParameter(o,t.LINK_STATUS)){var l=t.getProgramInfoLog(o);throw new n(l,&quot;Error linking program: &quot;+l)}return o}(this.gl,t.shader,e.shader,r,i),t.programs.push(a),e.programs.push(a)),o}},{&quot;./GLError&quot;:150,&quot;gl-format-compiler-error&quot;:112,&quot;weakmap-shim&quot;:356}],156:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n&quot;]),o=n([&quot;precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec3&quot;},{name:&quot;weight&quot;,type:&quot;float&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],157:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders/index&quot;);e.exports=function(t,e){var r=[];function o(t,e,n,i,a,o){var s=[t,e,n,0,0,0,1];s[i+3]=1,s[i]=a,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[i]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[i]=a,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),u=i(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),c=a(t);c.attributes.position.location=0,c.attributes.color.location=1,c.attributes.weight.location=2;var f=new s(t,l,u,c);return f.update(e),f};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,u=[0,0,0],c=[0,0,0],f=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var i,a=t.model||o,s=t.view||o,l=t.projection||o;this.axes&amp;&amp;(i=this.axes.lastCubeProps.axis);for(var h=u,d=c,p=0;p&lt;3;++p)i&amp;&amp;i[p]&lt;0?(h[p]=this.bounds[0][p],d[p]=this.bounds[1][p]):(h[p]=this.bounds[1][p],d[p]=this.bounds[0][p]);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,d],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(p=0;p&lt;3;++p)n.uniforms.lineWidth=this.lineWidth[p]*this.pixelRatio,this.enabled[p]&amp;&amp;(r.draw(e.TRIANGLES,6,6*p),this.drawSides[p]&amp;&amp;r.draw(e.TRIANGLES,12,18+12*p));r.unbind()},l.update=function(t){t&amp;&amp;(&quot;bounds&quot;in t&amp;&amp;(this.bounds=t.bounds),&quot;position&quot;in t&amp;&amp;(this.position=t.position),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;colors&quot;in t&amp;&amp;(this.colors=t.colors),&quot;enabled&quot;in t&amp;&amp;(this.enabled=t.enabled),&quot;drawSides&quot;in t&amp;&amp;(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{&quot;./shaders/index&quot;:156,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],158:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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;\\nuniform float vectorScale;\\nuniform float tubeScale;\\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\\n           , f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model &amp; 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&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data\\n           , 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&quot;]),o=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;vector&quot;,type:&quot;vec4&quot;}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;},{name:&quot;vector&quot;,type:&quot;vec4&quot;}]}},{glslify:250}],159:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./shaders&quot;),g=p.meshShader,v=p.pickShader,m=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function y(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,y,b,x,_,w,A,M){this.gl=t,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.triangleNormals=u,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.lineWidth=1,this.edgePositions=f,this.edgeColors=d,this.edgeUVs=p,this.edgeIds=h,this.edgeVAO=g,this.edgeCount=0,this.pointPositions=v,this.pointColors=b,this.pointUVs=x,this.pointSizes=_,this.pointIds=y,this.pointVAO=w,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=M,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!1,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.tubeScale=1,this._model=m,this._view=m,this._projection=m,this._resolution=[1,1],this.pixelRatio=1}var b=y.prototype;function x(t){var e=n(t,v.vertex,v.fragment,null,v.attributes);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.vector.location=5,e}b.isOpaque=function(){return this.opacity&gt;=1},b.isTransparent=function(){return this.opacity&lt;1},b.pickSlots=1,b.setPickBase=function(t){this.pickId=t},b.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},b.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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&amp;&amp;r&amp;&amp;i){void 0!==t.tubeScale&amp;&amp;(this.tubeScale=t.tubeScale);var a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[],w=[],A=[];this.cells=r,this.positions=n,this.vectors=i;var M=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,E=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!T&amp;&amp;(T=s.faceNormals(r,n,E)),T||M||(M=s.vertexNormals(r,n,k));var L=t.vertexColors,S=t.cellColors,C=t.meshColor||[1,1,1,1],O=t.vertexUVs,R=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,I=1/0,N=-1/0;if(!O&amp;&amp;!P)if(R)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],N=+t.vertexIntensityBounds[1];else for(var D=0;D&lt;R.length;++D){var F=R[D];I=Math.min(I,F),N=Math.max(N,F)}else if(z)for(D=0;D&lt;z.length;++D){F=z[D];I=Math.min(I,F),N=Math.max(N,F)}else for(D=0;D&lt;n.length;++D){F=n[D][2];I=Math.min(I,F),N=Math.max(N,F)}this.intensity=R||(z?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var j=t.pointSizes,B=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(D=0;D&lt;n.length;++D)for(var U=n[D],V=0;V&lt;3;++V)!isNaN(U[V])&amp;&amp;isFinite(U[V])&amp;&amp;(this.bounds[0][V]=Math.min(this.bounds[0][V],U[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],U[V]));var H=0,q=0,G=0;t:for(D=0;D&lt;r.length;++D){var X=r[D];switch(X.length){case 1:for(U=n[Y=X[0]],V=0;V&lt;3;++V)if(isNaN(U[V])||!isFinite(U[V]))continue t;b.push(U[0],U[1],U[2],U[3]),3===(Z=L?L[Y]:S?S[D]:C).length?x.push(Z[0],Z[1],Z[2],1):x.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],_.push(Q[0],Q[1]),j?w.push(j[Y]):w.push(B),A.push(D),G+=1;break;case 2:for(V=0;V&lt;2;++V){U=n[Y=X[V]];for(var W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t}for(V=0;V&lt;2;++V){U=n[Y=X[V]];g.push(U[0],U[1],U[2]),3===(Z=L?L[Y]:S?S[D]:C).length?v.push(Z[0],Z[1],Z[2],1):v.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],m.push(Q[0],Q[1]),y.push(D)}q+=1;break;case 3:for(V=0;V&lt;3;++V)for(U=n[Y=X[V]],W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t;for(V=0;V&lt;3;++V){var Y;U=n[Y=X[2-V]];a.push(U[0],U[1],U[2],U[3]);var Z,Q,$,J=i[Y];l.push(J[0],J[1],J[2],J[3]),3===(Z=L?L[Y]:S?S[D]:C).length?u.push(Z[0],Z[1],Z[2],1):u.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],d.push(Q[0],Q[1]),$=M?M[Y]:T[D],h.push($[0],$[1],$[2]),p.push(D)}H+=1}}this.pointCount=G,this.edgeCount=q,this.triangleCount=H,this.pointPositions.update(b),this.pointColors.update(x),this.pointUVs.update(_),this.pointSizes.update(w),this.pointIds.update(new Uint32Array(A)),this.edgePositions.update(g),this.edgeColors.update(v),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(y)),this.trianglePositions.update(a),this.triangleVectors.update(l),this.triangleColors.update(u),this.triangleUVs.update(d),this.triangleNormals.update(h),this.triangleIds.update(new Uint32Array(p))}},b.drawTransparent=b.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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:m.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,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f=c[15];for(o=0;o&lt;3;++o)f+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var h=c[12+o],d=0;d&lt;3;++d)h+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=h/f}if(this.triangleCount&gt;0){var p=this.triShader;p.bind(),p.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},b.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind())},b.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);return{index:e,position:n,intensity:this.intensity[r[1]],velocity:this.vectors[r[1]].slice(0,3),divergence:this.vectors[r[1]][3],dataCoordinate:n}},b.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.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()},e.exports=function(t,e){1===arguments.length&amp;&amp;(t=(e=t).gl);var r=e.triShader||function(t){var e=n(t,g.vertex,g.fragment,null,g.attributes);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.vector.location=5,e}(t),s=x(t),l=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));l.generateMipmap(),l.minFilter=t.LINEAR_MIPMAP_LINEAR,l.magFilter=t.LINEAR;var u=i(t),f=i(t),h=i(t),d=i(t),p=i(t),v=i(t),m=a(t,[{buffer:u,type:t.FLOAT,size:4},{buffer:v,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:h,type:t.FLOAT,size:4},{buffer:d,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:3},{buffer:f,type:t.FLOAT,size:4}]),b=i(t),_=i(t),w=i(t),A=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:A,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),T=i(t),k=i(t),E=i(t),L=i(t),S=i(t),C=a(t,[{buffer:T,type:t.FLOAT,size:3},{buffer:S,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:E,type:t.FLOAT,size:2},{buffer:L,type:t.FLOAT,size:1}]),O=i(t),R=new y(t,l,r,s,u,f,v,h,d,p,m,b,A,_,w,M,T,S,k,E,L,C,O,a(t,[{buffer:O,type:t.FLOAT,size:3}]));return R.update(e),R}},{&quot;./shaders&quot;:158,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],160:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-vec3&quot;),i=t(&quot;gl-vec4&quot;),a=function(t,e,r,a){for(var o=0,s=0;s&lt;t.length;s++)for(var l=t[s].velocities,u=0;u&lt;l.length;u++){var c=n.length(l[u]);c&gt;o&amp;&amp;(o=c)}var f=t.map(function(t){return function(t,e,r,a){var o,s,l,u=t.points,c=t.velocities,f=t.divergences;n.set(n.create(),0,1,0),n.create(),n.create();n.create();for(var h=[],d=[],p=[],g=[],v=[],m=[],y=0,b=0,x=i.create(),_=i.create(),w=0;w&lt;u.length;w++){o=u[w],s=c[w],l=f[w],0===e&amp;&amp;(l=.05*r),b=n.length(s)/a,x=i.create(),n.copy(x,s),x[3]=l;for(var A=0;A&lt;8;A++)v[A]=[o[0],o[1],o[2],A];if(g.length&gt;0)for(A=0;A&lt;8;A++){var M=(A+1)%8;h.push(g[A],v[A],v[M],v[M],g[M],g[A]),p.push(_,x,x,x,_,_),m.push(y,b,b,b,y,y),d.push([h.length-6,h.length-5,h.length-4],[h.length-3,h.length-2,h.length-1])}var T=g;g=v,v=T,T=_,_=x,x=T,T=y,y=b,b=T}return{positions:h,cells:d,vectors:p,vertexIntensity:m}}(t,r,a,o)}),h=[],d=[],p=[],g=[];for(s=0;s&lt;f.length;s++){var v=f[s],m=h.length;h=h.concat(v.positions),p=p.concat(v.vectors),g=g.concat(v.vertexIntensity);for(u=0;u&lt;v.cells.length;u++){var y=v.cells[u],b=[];d.push(b);for(var x=0;x&lt;y.length;x++)b.push(y[x]+m)}}return{positions:h,cells:d,vectors:p,vertexIntensity:g,colormap:e}},o=function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=this.getVelocity(r);n.subtract(a,a,e),n.scale(a,a,1e4),n.add(r,t,[0,i,0]);var o=this.getVelocity(r);n.subtract(o,o,e),n.scale(o,o,1e4),n.add(r,t,[0,0,i]);var s=this.getVelocity(r);return n.subtract(s,s,e),n.scale(s,s,1e4),n.add(r,a,o),n.add(r,r,s),r},s=function(t){return h(t,this.vectors,this.meshgrid,this.clampBorders)},l=function(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];if(n===e)return r;if(n&gt;e)return r-1}return r},u=n.create(),c=n.create(),f=function(t,e,r){return t&lt;e?e:t&gt;r?r:t},h=function(t,e,r,i){var a=t[0],o=t[1],s=t[2],h=r[0].length,d=r[1].length,p=r[2].length,g=l(r[0],a),v=l(r[1],o),m=l(r[2],s),y=g+1,b=v+1,x=m+1;if(r[0][g]===a&amp;&amp;(y=g),r[1][v]===o&amp;&amp;(b=v),r[2][m]===s&amp;&amp;(x=m),i&amp;&amp;(g=f(g,0,h-1),y=f(y,0,h-1),v=f(v,0,d-1),b=f(b,0,d-1),m=f(m,0,p-1),x=f(x,0,p-1)),g&lt;0||v&lt;0||m&lt;0||y&gt;=h||b&gt;=d||x&gt;=p)return n.create();var _=(a-r[0][g])/(r[0][y]-r[0][g]),w=(o-r[1][v])/(r[1][b]-r[1][v]),A=(s-r[2][m])/(r[2][x]-r[2][m]);(_&lt;0||_&gt;1||isNaN(_))&amp;&amp;(_=0),(w&lt;0||w&gt;1||isNaN(w))&amp;&amp;(w=0),(A&lt;0||A&gt;1||isNaN(A))&amp;&amp;(A=0);var M=m*h*d,T=x*h*d,k=v*h,E=b*h,L=g,S=y,C=e[k+M+L],O=e[k+M+S],R=e[E+M+L],P=e[E+M+S],z=e[k+T+L],I=e[k+T+S],N=e[E+T+L],D=e[E+T+S],F=n.create();return n.lerp(F,C,O,_),n.lerp(u,R,P,_),n.lerp(F,F,u,w),n.lerp(u,z,I,_),n.lerp(c,N,D,_),n.lerp(u,u,c,w),n.lerp(F,F,u,A),F},d=function(t){var e=1/0;t.sort(function(t,e){return t-e});for(var r=1;r&lt;t.length;r++){var n=Math.abs(t[r]-t[r-1]);n&lt;e&amp;&amp;(e=n)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,l=t.tubeSize||1,u=t.absoluteTubeSize;t.getDivergence||(t.getDivergence=o),t.getVelocity||(t.getVelocity=s),void 0===t.clampBorders&amp;&amp;(t.clampBorders=!0);var c=[],f=e[0][0],h=e[0][1],p=e[0][2],g=e[1][0],v=e[1][1],m=e[1][2],y=function(t,e){var r=e[0],n=e[1],i=e[2];return r&gt;=f&amp;&amp;r&lt;=g&amp;&amp;n&gt;=h&amp;&amp;n&lt;=v&amp;&amp;i&gt;=p&amp;&amp;i&lt;=m},b=10*n.distance(e[0],e[1])/i,x=b*b,_=1,w=0;n.create();r.length&gt;=2&amp;&amp;(_=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=0;s&lt;t.length;s++){var l=t[s],u=l[0],c=l[1],f=l[2];i[u]||(e.push(u),i[u]=!0),a[c]||(r.push(c),a[c]=!0),o[f]||(n.push(f),o[f]=!0)}var h=d(e),p=d(r),g=d(n),v=Math.min(h,p,g);return isFinite(v)?v:1}(r));for(var A=0;A&lt;r.length;A++){var M=n.create();n.copy(M,r[A]);var T=[M],k=[],E=t.getVelocity(M),L=M;k.push(E);var S=[],C=t.getDivergence(M,E);(z=n.length(C))&gt;w&amp;&amp;!isNaN(z)&amp;&amp;isFinite(z)&amp;&amp;(w=z),S.push(z),c.push({points:T,velocities:k,divergences:S});for(var O=0;O&lt;100*i&amp;&amp;T.length&lt;i&amp;&amp;y(0,M);){O++;var R=n.clone(E),P=n.squaredLength(R);if(0===P)break;if(P&gt;x&amp;&amp;n.scale(R,R,b/Math.sqrt(P)),n.add(R,R,M),E=t.getVelocity(R),n.squaredDistance(L,R)-x&gt;-1e-4*x){T.push(R),L=R,k.push(E);C=t.getDivergence(R,E);(z=n.length(C))&gt;w&amp;&amp;!isNaN(z)&amp;&amp;isFinite(z)&amp;&amp;(w=z),S.push(z)}M=R}}for(A=0;A&lt;S.length;A++){var z=S[A];!isNaN(z)&amp;&amp;isFinite(z)||(S[A]=w)}var I=a(c,t.colormap,w,_);return u?I.tubeScale=u:(0===w&amp;&amp;(w=1),I.tubeScale=.5*l*_/w),I},e.exports.createTubeMesh=t(&quot;./lib/tubemesh&quot;)},{&quot;./lib/tubemesh&quot;:159,&quot;gl-vec3&quot;:187,&quot;gl-vec4&quot;:223}],161:[function(t,e,r){var n=t(&quot;gl-shader&quot;),i=t(&quot;glslify&quot;),a=i([&quot;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&quot;]),o=i([&quot;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 &gt; max(a, b)) || \\n          (p &lt; 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 ((kill &gt; 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) 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&quot;]),s=i([&quot;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&#x27;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&quot;]),l=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 &gt; 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&quot;]);r.createShader=function(t){var e=n(t,a,o,null,[{name:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}]);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:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}]);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:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;float&quot;}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;float&quot;}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{&quot;gl-shader&quot;:149,glslify:250}],162:[function(t,e,r){arguments[4][54][0].apply(r,arguments)},{dup:54}],163:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl,r=y(e),n=x(e),s=b(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),d=i(e),p=a(e,[{buffer:d,size:2,type:e.FLOAT}]),g=o(e,1,E,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var v=new L(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,g,s,l,f,h,d,p,[0,0,0]),m={levels:[[],[],[]]};for(var A in t)m[A]=t[A];return m.colormap=m.colormap||&quot;jet&quot;,v.update(m),v};var n=t(&quot;bit-twiddle&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;typedarray-pool&quot;),l=t(&quot;colormap&quot;),u=t(&quot;ndarray-ops&quot;),c=t(&quot;ndarray-pack&quot;),f=t(&quot;ndarray&quot;),h=t(&quot;surface-nets&quot;),d=t(&quot;gl-mat4/multiply&quot;),p=t(&quot;gl-mat4/invert&quot;),g=t(&quot;binary-search-bounds&quot;),v=t(&quot;ndarray-gradient&quot;),m=t(&quot;./lib/shaders&quot;),y=m.createShader,b=m.createContourShader,x=m.createPickShader,_=m.createPickContourShader,w=40,A=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],M=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],T=[[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 k(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&lt;3;++t){var e=T[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var E=256;function L(t,e,r,n,i,a,o,l,u,c,h,d,p,g,v){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=v,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=d,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new k([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=p,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[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=L.prototype;S.isTransparent=function(){return this.opacity&lt;1},S.isOpaque=function(){if(this.opacity&gt;=1)return!0;for(var t=0;t&lt;3;++t)if(this._contourCounts[t].length&gt;0||this._dynamicCounts[t]&gt;0)return!0;return!1},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var C=[0,0,0],O={showSurface:!1,showContour:!1,projections:[A.slice(),A.slice(),A.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function R(t,e){var r,n,i,a=e.axes&amp;&amp;e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r&lt;3;++r)for(o=o||e.surfaceProject[r],n=0;n&lt;3;++n)s=s||e.contourProject[r][n];for(r=0;r&lt;3;++r){var l=O.projections[r];for(n=0;n&lt;16;++n)l[n]=0;for(n=0;n&lt;4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]&gt;0)][r],d(l,t.model,l);var u=O.clipBounds[r];for(i=0;i&lt;2;++i)for(n=0;n&lt;3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return O.showSurface=o,O.showContour=s,O}var P={model:A,view:A,projection:A,inverseModel:A.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},z=A.slice(),I=[1,0,0,0,1,0,0,0,1];function N(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||A,n.view=t.view||A,n.projection=t.projection||A,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=p(n.inverseModel,n.model);for(var i=0;i&lt;2;++i)for(var a=n.clipBounds[i],o=0;o&lt;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=I,n.vertexColor=this.vertexColor;var s=z;for(d(s,n.view,n.model),d(s,n.projection,s),p(s,s),i=0;i&lt;3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i&lt;3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i&lt;3;++i){var u=s[12+i];for(o=0;o&lt;3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=R(n,this);if(c.showSurface&amp;&amp;e===this.opacity&lt;1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&amp;&amp;this._vertexCount&amp;&amp;this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i&lt;3;++i)this.surfaceProject[i]&amp;&amp;this.vertexCount&amp;&amp;(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour&amp;&amp;!e){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&lt;3;++i)for(f.uniforms.permutation=T[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o&lt;this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&amp;&amp;o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&amp;&amp;(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i&lt;3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o&lt;3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=T[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g&lt;this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&amp;&amp;g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&amp;&amp;(f.uniforms.height=this.contourLevels[o][g],h.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i&lt;3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=T[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&lt;3;++o)this.contourProject[o][i]&amp;&amp;(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return N.call(this,t,!1)},S.drawTransparent=function(t){return N.call(this,t,!0)};var D={model:A,view:A,projection:A,inverseModel:A,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 F(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function j(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[j(t[0]),j(t[1]),j(t[2])];var e=j(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||A,r.view=t.view||A,r.projection=t.projection||A,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=I;for(var n=0;n&lt;2;++n)for(var i=r.clipBounds[n],a=0;a&lt;3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=R(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&lt;3;++n)this.surfaceProject[n]&amp;&amp;(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&lt;3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=T[a],n=0;n&lt;this.contourLevels[a].length;++n)this._contourCounts[a][n]&amp;&amp;(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n&lt;3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a&lt;3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=T[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u&lt;this.contourLevels[a].length;++u)this._contourCounts[a][u]&amp;&amp;(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}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]&gt;&gt;4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&amp;t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c&lt;2;++c)for(var f=c?a:1-a,h=0;h&lt;2;++h)for(var d=i+c,p=s+h,v=f*(h?l:1-l),m=0;m&lt;3;++m)u[m]+=this._field[m].get(d,p)*v;for(var y=this._pickResult.level,b=0;b&lt;3;++b)if(y[b]=g.le(this.contourLevels[b],u[b]),y[b]&lt;0)this.contourLevels[b].length&gt;0&amp;&amp;(y[b]=0);else if(y[b]&lt;this.contourLevels[b].length-1){var x=this.contourLevels[b][y[b]],_=this.contourLevels[b][y[b]+1];Math.abs(x-u[b])&gt;Math.abs(_-u[b])&amp;&amp;(y[b]+=1)}for(r.index[0]=a&lt;.5?i:i+1,r.index[1]=l&lt;.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],m=0;m&lt;3;++m)r.dataCoordinate[m]=this._field[m].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.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,&quot;contourWidth&quot;in t&amp;&amp;(this.contourWidth=F(t.contourWidth,Number)),&quot;showContour&quot;in t&amp;&amp;(this.showContour=F(t.showContour,Boolean)),&quot;showSurface&quot;in t&amp;&amp;(this.showSurface=!!t.showSurface),&quot;contourTint&quot;in t&amp;&amp;(this.contourTint=F(t.contourTint,Boolean)),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=B(t.contourColor)),&quot;contourProject&quot;in t&amp;&amp;(this.contourProject=F(t.contourProject,function(t){return F(t,Boolean)})),&quot;surfaceProject&quot;in t&amp;&amp;(this.surfaceProject=t.surfaceProject),&quot;dynamicColor&quot;in t&amp;&amp;(this.dynamicColor=B(t.dynamicColor)),&quot;dynamicTint&quot;in t&amp;&amp;(this.dynamicTint=F(t.dynamicTint,Number)),&quot;dynamicWidth&quot;in t&amp;&amp;(this.dynamicWidth=F(t.dynamicWidth,Number)),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;colorBounds&quot;in t&amp;&amp;(this.colorBounds=t.colorBounds),&quot;vertexColor&quot;in t&amp;&amp;(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&amp;&amp;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)),&quot;field&quot;in t||&quot;coords&quot;in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i&gt;this._field[2].data.length&amp;&amp;(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&lt;2;++o)this._field[2].size&gt;this._field[o].data.length&amp;&amp;(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 d=t.coords;if(!Array.isArray(d)||3!==d.length)throw new Error(&quot;gl-surface: invalid coordinates for x/y&quot;);for(o=0;o&lt;2;++o){var p=d[o];for(x=0;x&lt;2;++x)if(p.shape[x]!==a[x])throw new Error(&quot;gl-surface: coords have incorrect shape&quot;);this.padField(this._field[o],p)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(&quot;gl-surface: invalid ticks&quot;);for(o=0;o&lt;2;++o){var m=g[o];if((Array.isArray(m)||m.length)&amp;&amp;(m=f(m)),m.shape[0]!==a[o])throw new Error(&quot;gl-surface: invalid tick length&quot;);var y=f(m.data,a);y.stride[o]=m.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o&lt;2;++o){var b=[0,0];b[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],b,0)}this._field[0].set(0,0,0);for(var x=0;x&lt;a[0];++x)this._field[0].set(x+1,0,x);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),x=0;x&lt;a[1];++x)this._field[1].set(0,x+1,x);this._field[1].set(0,a[1]+1,a[1]-1)}var _=this._field,w=f(s.mallocFloat(3*_[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o&lt;3;++o)v(w.pick(o),_[o],&quot;mirror&quot;);var A=f(s.mallocFloat(3*_[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o&lt;a[0]+2;++o)for(x=0;x&lt;a[1]+2;++x){var T=w.get(0,o,x,0),k=w.get(0,o,x,1),L=w.get(1,o,x,0),S=w.get(1,o,x,1),C=w.get(2,o,x,0),O=w.get(2,o,x,1),R=L*O-S*C,P=C*k-O*T,z=T*S-k*L,I=Math.sqrt(R*R+P*P+z*z);I&lt;1e-8?(I=Math.max(Math.abs(R),Math.abs(P),Math.abs(z)))&lt;1e-8?(z=1,P=R=0,I=1):I=1/I:I=1/Math.sqrt(I),A.set(o,x,0,R*I),A.set(o,x,1,P*I),A.set(o,x,2,z*I)}s.free(w.data);var N=[1/0,1/0,1/0],D=[-1/0,-1/0,-1/0],j=1/0,U=-1/0,V=(a[0]-1)*(a[1]-1)*6,H=s.mallocFloat(n.nextPow2(10*V)),q=0,G=0;for(o=0;o&lt;a[0]-1;++o)t:for(x=0;x&lt;a[1]-1;++x){for(var X=0;X&lt;2;++X)for(var W=0;W&lt;2;++W)for(var Y=0;Y&lt;3;++Y){var Z=this._field[Y].get(1+o+X,1+x+W);if(isNaN(Z)||!isFinite(Z))continue t}for(Y=0;Y&lt;6;++Y){var Q=o+M[Y][0],$=x+M[Y][1],J=this._field[0].get(Q+1,$+1),K=this._field[1].get(Q+1,$+1);Z=this._field[2].get(Q+1,$+1),R=A.get(Q+1,$+1,0),P=A.get(Q+1,$+1,1),z=A.get(Q+1,$+1,2),t.intensity&amp;&amp;(tt=t.intensity.get(Q,$));var tt=t.intensity?t.intensity.get(Q,$):Z+this.objectOffset[2];H[q++]=Q,H[q++]=$,H[q++]=J,H[q++]=K,H[q++]=Z,H[q++]=0,H[q++]=tt,H[q++]=R,H[q++]=P,H[q++]=z,N[0]=Math.min(N[0],J+this.objectOffset[0]),N[1]=Math.min(N[1],K+this.objectOffset[1]),N[2]=Math.min(N[2],Z+this.objectOffset[2]),j=Math.min(j,tt),D[0]=Math.max(D[0],J+this.objectOffset[0]),D[1]=Math.max(D[1],K+this.objectOffset[1]),D[2]=Math.max(D[2],Z+this.objectOffset[2]),U=Math.max(U,tt),G+=1}}for(t.intensityBounds&amp;&amp;(j=+t.intensityBounds[0],U=+t.intensityBounds[1]),o=6;o&lt;q;o+=10)H[o]=(H[o]-j)/(U-j);this._vertexCount=G,this._coordinateBuffer.update(H.subarray(0,q)),s.freeFloat(H),s.free(A.data),this.bounds=[N,D],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===j&amp;&amp;this.intensityBounds[1]===U||(r=!0),this.intensityBounds=[j,U]}if(&quot;levels&quot;in t){var et=t.levels;for(et=Array.isArray(et[0])?et.slice():[[],[],et],o=0;o&lt;3;++o)et[o]=et[o].slice(),et[o].sort(function(t,e){return t-e});for(o=0;o&lt;3;++o)for(x=0;x&lt;et[o].length;++x)et[o][x]-=this.objectOffset[o];t:for(o=0;o&lt;3;++o){if(et[o].length!==this.contourLevels[o].length){r=!0;break}for(x=0;x&lt;et[o].length;++x)if(et[o][x]!==this.contourLevels[o][x]){r=!0;break t}}this.contourLevels=et}if(r){_=this._field,a=this.shape;for(var rt=[],nt=0;nt&lt;3;++nt){var it=this.contourLevels[nt],at=[],ot=[],st=[0,0,0];for(o=0;o&lt;it.length;++o){var lt=h(this._field[nt],it[o]);at.push(rt.length/5|0),G=0;t:for(x=0;x&lt;lt.cells.length;++x){var ut=lt.cells[x];for(Y=0;Y&lt;2;++Y){var ct=lt.positions[ut[Y]],ft=ct[0],ht=0|Math.floor(ft),dt=ft-ht,pt=ct[1],gt=0|Math.floor(pt),vt=pt-gt,mt=!1;e:for(var yt=0;yt&lt;3;++yt){st[yt]=0;var bt=(nt+yt+1)%3;for(X=0;X&lt;2;++X){var xt=X?dt:1-dt;for(Q=0|Math.min(Math.max(ht+X,0),a[0]),W=0;W&lt;2;++W){var _t=W?vt:1-vt;if($=0|Math.min(Math.max(gt+W,0),a[1]),Z=yt&lt;2?this._field[bt].get(Q,$):(this.intensity.get(Q,$)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var wt=xt*_t;st[yt]+=wt*Z}}}if(mt){if(Y&gt;0){for(var At=0;At&lt;5;++At)rt.pop();G-=1}continue t}rt.push(st[0],st[1],ct[0],ct[1],st[2]),G+=1}}ot.push(G)}this._contourOffsets[nt]=at,this._contourCounts[nt]=ot}var Mt=s.mallocFloat(rt.length);for(o=0;o&lt;rt.length;++o)Mt[o]=rt[o];this._contourBuffer.update(Mt),s.freeFloat(Mt)}t.colormap&amp;&amp;this._colorMap.setPixels(function(t){var e=c([l({colormap:t,nshades:E,format:&quot;rgba&quot;}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return u.divseq(e,255),e}(t.colormap))},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&lt;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&lt;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&lt;3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&amp;&amp;r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&amp;&amp;r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&amp;&amp;r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o&lt;3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],d=this._field[u],p=h(c,r[o]),g=p.cells,v=p.positions;for(this._dynamicOffsets[o]=n,e=0;e&lt;g.length;++e)for(var m=g[e],y=0;y&lt;2;++y){var b=v[m[y]],x=+b[0],_=0|x,w=0|Math.min(_+1,i[0]),A=x-_,M=1-A,T=+b[1],k=0|T,E=0|Math.min(k+1,i[1]),L=T-k,S=1-L,C=M*S,O=M*L,R=A*S,P=A*L,z=C*f.get(_,k)+O*f.get(_,E)+R*f.get(w,k)+P*f.get(w,E),I=C*d.get(_,k)+O*d.get(_,E)+R*d.get(w,k)+P*d.get(w,E);if(isNaN(z)||isNaN(I)){y&amp;&amp;(n-=1);break}a[2*n+0]=z,a[2*n+1]=I,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)}}},{&quot;./lib/shaders&quot;:161,&quot;binary-search-bounds&quot;:162,&quot;bit-twiddle&quot;:36,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,&quot;ndarray-gradient&quot;:277,&quot;ndarray-ops&quot;:280,&quot;ndarray-pack&quot;:281,&quot;surface-nets&quot;:341,&quot;typedarray-pool&quot;:348}],164:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray&quot;),i=t(&quot;ndarray-ops&quot;),a=t(&quot;typedarray-pool&quot;);e.exports=function(t){if(arguments.length&lt;=1)throw new Error(&quot;gl-texture2d: Missing arguments for texture2d constructor&quot;);o||function(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]}(t);if(&quot;number&quot;==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(&quot;object&quot;==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&amp;&amp;e.data&amp;&amp;e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]&lt;0||o[0]&gt;s||o[1]&lt;0||o[1]&gt;s)throw new Error(&quot;gl-texture2d: Invalid texture size&quot;);var l=p(o,e.stride.slice()),u=0;&quot;float32&quot;===r?u=t.FLOAT:&quot;float64&quot;===r?(u=t.FLOAT,l=!1,r=&quot;float32&quot;):&quot;uint8&quot;===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=&quot;uint8&quot;);var f,d,v=0;if(2===o.length)v=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(&quot;gl-texture2d: Invalid shape for texture&quot;);if(1===o[2])v=t.ALPHA;else if(2===o[2])v=t.LUMINANCE_ALPHA;else if(3===o[2])v=t.RGB;else{if(4!==o[2])throw new Error(&quot;gl-texture2d: Invalid shape for pixel coords&quot;);v=t.RGBA}}u!==t.FLOAT||t.getExtension(&quot;OES_texture_float&quot;)||(u=t.UNSIGNED_BYTE,l=!1);var m=e.size;if(l)f=0===e.offset&amp;&amp;e.data.length===m?e.data:e.data.subarray(e.offset,e.offset+m);else{var y=[o[2],o[2]*o[0],1];d=a.malloc(m,r);var b=n(d,o,y,0);&quot;float32&quot;!==r&amp;&amp;&quot;float64&quot;!==r||u!==t.UNSIGNED_BYTE?i.assign(b,e):c(b,e),f=d.subarray(0,m)}var x=g(t);t.texImage2D(t.TEXTURE_2D,0,v,o[0],o[1],0,v,u,f),l||a.free(d);return new h(t,x,o[0],o[1],v,u)}(t,e)}throw new Error(&quot;gl-texture2d: Invalid arguments for texture2d constructor&quot;)};var o=null,s=null,l=null;function u(t){return&quot;undefined&quot;!=typeof HTMLCanvasElement&amp;&amp;t instanceof HTMLCanvasElement||&quot;undefined&quot;!=typeof HTMLImageElement&amp;&amp;t instanceof HTMLImageElement||&quot;undefined&quot;!=typeof HTMLVideoElement&amp;&amp;t instanceof HTMLVideoElement||&quot;undefined&quot;!=typeof ImageData&amp;&amp;t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e&lt;0||e&gt;i||r&lt;0||r&gt;i)throw new Error(&quot;gl-texture2d: Invalid texture size&quot;);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 h(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=h.prototype;function p(t,e){return 3===t.length?1===e[2]&amp;&amp;e[1]===t[0]*t[2]&amp;&amp;e[0]===t[2]:1===e[0]&amp;&amp;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&lt;0||e&gt;a||r&lt;0||r&gt;a)throw new Error(&quot;gl-texture2d: Invalid texture shape&quot;);if(i===t.FLOAT&amp;&amp;!t.getExtension(&quot;OES_texture_float&quot;))throw new Error(&quot;gl-texture2d: Floating point textures not supported on this platform&quot;);var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&amp;&amp;o.indexOf(t)&gt;=0&amp;&amp;(e.getExtension(&quot;OES_texture_float_linear&quot;)||(t=e.NEAREST)),s.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown filter mode &quot;+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&amp;&amp;o.indexOf(t)&gt;=0&amp;&amp;(e.getExtension(&quot;OES_texture_float_linear&quot;)||(t=e.NEAREST)),s.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown filter mode &quot;+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(&quot;EXT_texture_filter_anisotropic&quot;);r&amp;&amp;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)&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+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)&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+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(&quot;gl-texture2d: Must specify wrap mode for rows and columns&quot;);for(var e=0;e&lt;2;++e)if(l.indexOf(t[e])&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(&quot;gl-texture2d: Invalid texture shape&quot;)}else t=[0|t,0|t];return f(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return f(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,f(this,this._shape[0],t),t}}}),d.bind=function(t){var e=this.gl;return void 0!==t&amp;&amp;e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},d.dispose=function(){this.gl.deleteTexture(this.handle)},d.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t&gt;0;++e,t&gt;&gt;&gt;=1)this._mipLevels.indexOf(e)&lt;0&amp;&amp;this._mipLevels.push(e)},d.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l){this._mipLevels.indexOf(o)&lt;0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l)}else{if(!(t.shape&amp;&amp;t.stride&amp;&amp;t.data))throw new Error(&quot;gl-texture2d: Unsupported data type&quot;);if(t.shape.length&lt;2||e+t.shape[1]&gt;this._shape[1]&gt;&gt;&gt;o||r+t.shape[0]&gt;this._shape[0]&gt;&gt;&gt;o||e&lt;0||r&lt;0)throw new Error(&quot;gl-texture2d: Texture dimensions are out of bounds&quot;);!function(t,e,r,o,s,l,u,f){var h=f.dtype,d=f.shape.slice();if(d.length&lt;2||d.length&gt;3)throw new Error(&quot;gl-texture2d: Invalid ndarray, must be 2d or 3d&quot;);var g=0,v=0,m=p(d,f.stride.slice());&quot;float32&quot;===h?g=t.FLOAT:&quot;float64&quot;===h?(g=t.FLOAT,m=!1,h=&quot;float32&quot;):&quot;uint8&quot;===h?g=t.UNSIGNED_BYTE:(g=t.UNSIGNED_BYTE,m=!1,h=&quot;uint8&quot;);if(2===d.length)v=t.LUMINANCE,d=[d[0],d[1],1],f=n(f.data,d,[f.stride[0],f.stride[1],1],f.offset);else{if(3!==d.length)throw new Error(&quot;gl-texture2d: Invalid shape for texture&quot;);if(1===d[2])v=t.ALPHA;else if(2===d[2])v=t.LUMINANCE_ALPHA;else if(3===d[2])v=t.RGB;else{if(4!==d[2])throw new Error(&quot;gl-texture2d: Invalid shape for pixel coords&quot;);v=t.RGBA}d[2]}v!==t.LUMINANCE&amp;&amp;v!==t.ALPHA||s!==t.LUMINANCE&amp;&amp;s!==t.ALPHA||(v=s);if(v!==s)throw new Error(&quot;gl-texture2d: Incompatible texture format for setPixels&quot;);var y=f.size,b=u.indexOf(o)&lt;0;b&amp;&amp;u.push(o);if(g===l&amp;&amp;m)0===f.offset&amp;&amp;f.data.length===y?b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,f.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,f.data):b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,f.data.subarray(f.offset,f.offset+y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,f.data.subarray(f.offset,f.offset+y));else{var x;x=l===t.FLOAT?a.mallocFloat32(y):a.mallocUint8(y);var _=n(x,d,[d[2],d[2]*d[0],1]);g===t.FLOAT&amp;&amp;l===t.UNSIGNED_BYTE?c(_,f):i.assign(_,f),b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,x.subarray(0,y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,x.subarray(0,y)),l===t.FLOAT?a.freeFloat32(x):a.freeUint8(x)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},{ndarray:286,&quot;ndarray-ops&quot;:280,&quot;typedarray-pool&quot;:348}],165:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length&gt;n)throw new Error(&quot;gl-vao: Too many vertex attributes&quot;);for(var i=0;i&lt;r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,u=!!a.normalized,c=a.stride||0,f=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,u,c,f)}else{if(&quot;number&quot;==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else if(2===a.length)t.vertexAttrib2f(i,a[0],a[1]);else if(3===a.length)t.vertexAttrib3f(i,a[0],a[1],a[2]);else{if(4!==a.length)throw new Error(&quot;gl-vao: Invalid vertex attribute&quot;);t.vertexAttrib4f(i,a[0],a[1],a[2],a[3])}t.disableVertexAttribArray(i)}}for(;i&lt;n;++i)t.disableVertexAttribArray(i)}else for(t.bindBuffer(t.ARRAY_BUFFER,null),i=0;i&lt;n;++i)t.disableVertexAttribArray(i)}},{}],166:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./do-bind.js&quot;);function i(t){this.gl=t,this._elements=null,this._attributes=null,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(){n(this.gl,this._elements,this._attributes)},i.prototype.update=function(t,e,r){this._elements=e,this._attributes=t,this._elementsType=r||this.gl.UNSIGNED_SHORT},i.prototype.dispose=function(){},i.prototype.unbind=function(){},i.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._elements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t){return new i(t)}},{&quot;./do-bind.js&quot;:165}],167:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./do-bind.js&quot;);function i(t,e,r,n,i,a){this.location=t,this.dimension=e,this.a=r,this.b=n,this.c=i,this.d=a}function a(t,e,r){this.gl=t,this._ext=e,this.handle=r,this._attribs=[],this._useElements=!1,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(t){switch(this.dimension){case 1:t.vertexAttrib1f(this.location,this.a);break;case 2:t.vertexAttrib2f(this.location,this.a,this.b);break;case 3:t.vertexAttrib3f(this.location,this.a,this.b,this.c);break;case 4:t.vertexAttrib4f(this.location,this.a,this.b,this.c,this.d)}},a.prototype.bind=function(){this._ext.bindVertexArrayOES(this.handle);for(var t=0;t&lt;this._attribs.length;++t)this._attribs[t].bind(this.gl)},a.prototype.unbind=function(){this._ext.bindVertexArrayOES(null)},a.prototype.dispose=function(){this._ext.deleteVertexArrayOES(this.handle)},a.prototype.update=function(t,e,r){if(this.bind(),n(this.gl,e,t),this.unbind(),this._attribs.length=0,t)for(var a=0;a&lt;t.length;++a){var o=t[a];&quot;number&quot;==typeof o?this._attribs.push(new i(a,1,o)):Array.isArray(o)&amp;&amp;this._attribs.push(new i(a,o.length,o[0],o[1],o[2],o[3]))}this._useElements=!!e,this._elementsType=r||this.gl.UNSIGNED_SHORT},a.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._useElements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t,e){return new a(t,e,e.createVertexArrayOES())}},{&quot;./do-bind.js&quot;:165}],168:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/vao-native.js&quot;),i=t(&quot;./lib/vao-emulated.js&quot;);function a(t){this.bindVertexArrayOES=t.bindVertexArray.bind(t),this.createVertexArrayOES=t.createVertexArray.bind(t),this.deleteVertexArrayOES=t.deleteVertexArray.bind(t)}e.exports=function(t,e,r,o){var s,l=t.createVertexArray?new a(t):t.getExtension(&quot;OES_vertex_array_object&quot;);return(s=l?n(t,l):i(t)).update(e,r,o),s}},{&quot;./lib/vao-emulated.js&quot;:166,&quot;./lib/vao-native.js&quot;:167}],169:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t}},{}],170:[function(t,e,r){e.exports=function(t,e){var r=n(t[0],t[1],t[2]),o=n(e[0],e[1],e[2]);i(r,r),i(o,o);var s=a(r,o);return s&gt;1?0:Math.acos(s)};var n=t(&quot;./fromValues&quot;),i=t(&quot;./normalize&quot;),a=t(&quot;./dot&quot;)},{&quot;./dot&quot;:180,&quot;./fromValues&quot;:186,&quot;./normalize&quot;:197}],171:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.ceil(e[0]),t[1]=Math.ceil(e[1]),t[2]=Math.ceil(e[2]),t}},{}],172:[function(t,e,r){e.exports=function(t){var e=new Float32Array(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e}},{}],173:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}},{}],174:[function(t,e,r){e.exports=function(){var t=new Float32Array(3);return t[0]=0,t[1]=0,t[2]=0,t}},{}],175:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t}},{}],176:[function(t,e,r){e.exports=t(&quot;./distance&quot;)},{&quot;./distance&quot;:177}],177:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return Math.sqrt(r*r+n*n+i*i)}},{}],178:[function(t,e,r){e.exports=t(&quot;./divide&quot;)},{&quot;./divide&quot;:179}],179:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]/r[0],t[1]=e[1]/r[1],t[2]=e[2]/r[2],t}},{}],180:[function(t,e,r){e.exports=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]}},{}],181:[function(t,e,r){e.exports=1e-6},{}],182:[function(t,e,r){e.exports=function(t,e){var r=t[0],i=t[1],a=t[2],o=e[0],s=e[1],l=e[2];return Math.abs(r-o)&lt;=n*Math.max(1,Math.abs(r),Math.abs(o))&amp;&amp;Math.abs(i-s)&lt;=n*Math.max(1,Math.abs(i),Math.abs(s))&amp;&amp;Math.abs(a-l)&lt;=n*Math.max(1,Math.abs(a),Math.abs(l))};var n=t(&quot;./epsilon&quot;)},{&quot;./epsilon&quot;:181}],183:[function(t,e,r){e.exports=function(t,e){return t[0]===e[0]&amp;&amp;t[1]===e[1]&amp;&amp;t[2]===e[2]}},{}],184:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.floor(e[0]),t[1]=Math.floor(e[1]),t[2]=Math.floor(e[2]),t}},{}],185:[function(t,e,r){e.exports=function(t,e,r,i,a,o){var s,l;e||(e=3);r||(r=0);l=i?Math.min(i*e+r,t.length):t.length;for(s=r;s&lt;l;s+=e)n[0]=t[s],n[1]=t[s+1],n[2]=t[s+2],a(n,n,o),t[s]=n[0],t[s+1]=n[1],t[s+2]=n[2];return t};var n=t(&quot;./create&quot;)()},{&quot;./create&quot;:174}],186:[function(t,e,r){e.exports=function(t,e,r){var n=new Float32Array(3);return n[0]=t,n[1]=e,n[2]=r,n}},{}],187:[function(t,e,r){e.exports={EPSILON:t(&quot;./epsilon&quot;),create:t(&quot;./create&quot;),clone:t(&quot;./clone&quot;),angle:t(&quot;./angle&quot;),fromValues:t(&quot;./fromValues&quot;),copy:t(&quot;./copy&quot;),set:t(&quot;./set&quot;),equals:t(&quot;./equals&quot;),exactEquals:t(&quot;./exactEquals&quot;),add:t(&quot;./add&quot;),subtract:t(&quot;./subtract&quot;),sub:t(&quot;./sub&quot;),multiply:t(&quot;./multiply&quot;),mul:t(&quot;./mul&quot;),divide:t(&quot;./divide&quot;),div:t(&quot;./div&quot;),min:t(&quot;./min&quot;),max:t(&quot;./max&quot;),floor:t(&quot;./floor&quot;),ceil:t(&quot;./ceil&quot;),round:t(&quot;./round&quot;),scale:t(&quot;./scale&quot;),scaleAndAdd:t(&quot;./scaleAndAdd&quot;),distance:t(&quot;./distance&quot;),dist:t(&quot;./dist&quot;),squaredDistance:t(&quot;./squaredDistance&quot;),sqrDist:t(&quot;./sqrDist&quot;),length:t(&quot;./length&quot;),len:t(&quot;./len&quot;),squaredLength:t(&quot;./squaredLength&quot;),sqrLen:t(&quot;./sqrLen&quot;),negate:t(&quot;./negate&quot;),inverse:t(&quot;./inverse&quot;),normalize:t(&quot;./normalize&quot;),dot:t(&quot;./dot&quot;),cross:t(&quot;./cross&quot;),lerp:t(&quot;./lerp&quot;),random:t(&quot;./random&quot;),transformMat4:t(&quot;./transformMat4&quot;),transformMat3:t(&quot;./transformMat3&quot;),transformQuat:t(&quot;./transformQuat&quot;),rotateX:t(&quot;./rotateX&quot;),rotateY:t(&quot;./rotateY&quot;),rotateZ:t(&quot;./rotateZ&quot;),forEach:t(&quot;./forEach&quot;)}},{&quot;./add&quot;:169,&quot;./angle&quot;:170,&quot;./ceil&quot;:171,&quot;./clone&quot;:172,&quot;./copy&quot;:173,&quot;./create&quot;:174,&quot;./cross&quot;:175,&quot;./dist&quot;:176,&quot;./distance&quot;:177,&quot;./div&quot;:178,&quot;./divide&quot;:179,&quot;./dot&quot;:180,&quot;./epsilon&quot;:181,&quot;./equals&quot;:182,&quot;./exactEquals&quot;:183,&quot;./floor&quot;:184,&quot;./forEach&quot;:185,&quot;./fromValues&quot;:186,&quot;./inverse&quot;:188,&quot;./len&quot;:189,&quot;./length&quot;:190,&quot;./lerp&quot;:191,&quot;./max&quot;:192,&quot;./min&quot;:193,&quot;./mul&quot;:194,&quot;./multiply&quot;:195,&quot;./negate&quot;:196,&quot;./normalize&quot;:197,&quot;./random&quot;:198,&quot;./rotateX&quot;:199,&quot;./rotateY&quot;:200,&quot;./rotateZ&quot;:201,&quot;./round&quot;:202,&quot;./scale&quot;:203,&quot;./scaleAndAdd&quot;:204,&quot;./set&quot;:205,&quot;./sqrDist&quot;:206,&quot;./sqrLen&quot;:207,&quot;./squaredDistance&quot;:208,&quot;./squaredLength&quot;:209,&quot;./sub&quot;:210,&quot;./subtract&quot;:211,&quot;./transformMat3&quot;:212,&quot;./transformMat4&quot;:213,&quot;./transformQuat&quot;:214}],188:[function(t,e,r){e.exports=function(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t}},{}],189:[function(t,e,r){e.exports=t(&quot;./length&quot;)},{&quot;./length&quot;:190}],190:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2];return Math.sqrt(e*e+r*r+n*n)}},{}],191:[function(t,e,r){e.exports=function(t,e,r,n){var i=e[0],a=e[1],o=e[2];return t[0]=i+n*(r[0]-i),t[1]=a+n*(r[1]-a),t[2]=o+n*(r[2]-o),t}},{}],192:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.max(e[0],r[0]),t[1]=Math.max(e[1],r[1]),t[2]=Math.max(e[2],r[2]),t}},{}],193:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.min(e[0],r[0]),t[1]=Math.min(e[1],r[1]),t[2]=Math.min(e[2],r[2]),t}},{}],194:[function(t,e,r){e.exports=t(&quot;./multiply&quot;)},{&quot;./multiply&quot;:195}],195:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t}},{}],196:[function(t,e,r){e.exports=function(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t}},{}],197:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;a&gt;0&amp;&amp;(a=1/Math.sqrt(a),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a);return t}},{}],198:[function(t,e,r){e.exports=function(t,e){e=e||1;var r=2*Math.random()*Math.PI,n=2*Math.random()-1,i=Math.sqrt(1-n*n)*e;return t[0]=Math.cos(r)*i,t[1]=Math.sin(r)*i,t[2]=n*e,t}},{}],199:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[1],a=r[2],o=e[1]-i,s=e[2]-a,l=Math.sin(n),u=Math.cos(n);return t[0]=e[0],t[1]=i+o*u-s*l,t[2]=a+o*l+s*u,t}},{}],200:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[0],a=r[2],o=e[0]-i,s=e[2]-a,l=Math.sin(n),u=Math.cos(n);return t[0]=i+s*l+o*u,t[1]=e[1],t[2]=a+s*u-o*l,t}},{}],201:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[0],a=r[1],o=e[0]-i,s=e[1]-a,l=Math.sin(n),u=Math.cos(n);return t[0]=i+o*u-s*l,t[1]=a+o*l+s*u,t[2]=e[2],t}},{}],202:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.round(e[0]),t[1]=Math.round(e[1]),t[2]=Math.round(e[2]),t}},{}],203:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t}},{}],204:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t}},{}],205:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e,t[1]=r,t[2]=n,t}},{}],206:[function(t,e,r){e.exports=t(&quot;./squaredDistance&quot;)},{&quot;./squaredDistance&quot;:208}],207:[function(t,e,r){e.exports=t(&quot;./squaredLength&quot;)},{&quot;./squaredLength&quot;:209}],208:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return r*r+n*n+i*i}},{}],209:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2];return e*e+r*r+n*n}},{}],210:[function(t,e,r){e.exports=t(&quot;./subtract&quot;)},{&quot;./subtract&quot;:211}],211:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t}},{}],212:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2];return t[0]=n*r[0]+i*r[3]+a*r[6],t[1]=n*r[1]+i*r[4]+a*r[7],t[2]=n*r[2]+i*r[5]+a*r[8],t}},{}],213:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[3]*n+r[7]*i+r[11]*a+r[15];return o=o||1,t[0]=(r[0]*n+r[4]*i+r[8]*a+r[12])/o,t[1]=(r[1]*n+r[5]*i+r[9]*a+r[13])/o,t[2]=(r[2]*n+r[6]*i+r[10]*a+r[14])/o,t}},{}],214:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2],u=r[3],c=u*n+s*a-l*i,f=u*i+l*n-o*a,h=u*a+o*i-s*n,d=-o*n-s*i-l*a;return t[0]=c*u+d*-o+f*-l-h*-s,t[1]=f*u+d*-s+h*-o-c*-l,t[2]=h*u+d*-l+c*-s-f*-o,t}},{}],215:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t[3]=e[3]+r[3],t}},{}],216:[function(t,e,r){e.exports=function(t){var e=new Float32Array(4);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e}},{}],217:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t}},{}],218:[function(t,e,r){e.exports=function(){var t=new Float32Array(4);return t[0]=0,t[1]=0,t[2]=0,t[3]=0,t}},{}],219:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2],a=e[3]-t[3];return Math.sqrt(r*r+n*n+i*i+a*a)}},{}],220:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]/r[0],t[1]=e[1]/r[1],t[2]=e[2]/r[2],t[3]=e[3]/r[3],t}},{}],221:[function(t,e,r){e.exports=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}},{}],222:[function(t,e,r){e.exports=function(t,e,r,n){var i=new Float32Array(4);return i[0]=t,i[1]=e,i[2]=r,i[3]=n,i}},{}],223:[function(t,e,r){e.exports={create:t(&quot;./create&quot;),clone:t(&quot;./clone&quot;),fromValues:t(&quot;./fromValues&quot;),copy:t(&quot;./copy&quot;),set:t(&quot;./set&quot;),add:t(&quot;./add&quot;),subtract:t(&quot;./subtract&quot;),multiply:t(&quot;./multiply&quot;),divide:t(&quot;./divide&quot;),min:t(&quot;./min&quot;),max:t(&quot;./max&quot;),scale:t(&quot;./scale&quot;),scaleAndAdd:t(&quot;./scaleAndAdd&quot;),distance:t(&quot;./distance&quot;),squaredDistance:t(&quot;./squaredDistance&quot;),length:t(&quot;./length&quot;),squaredLength:t(&quot;./squaredLength&quot;),negate:t(&quot;./negate&quot;),inverse:t(&quot;./inverse&quot;),normalize:t(&quot;./normalize&quot;),dot:t(&quot;./dot&quot;),lerp:t(&quot;./lerp&quot;),random:t(&quot;./random&quot;),transformMat4:t(&quot;./transformMat4&quot;),transformQuat:t(&quot;./transformQuat&quot;)}},{&quot;./add&quot;:215,&quot;./clone&quot;:216,&quot;./copy&quot;:217,&quot;./create&quot;:218,&quot;./distance&quot;:219,&quot;./divide&quot;:220,&quot;./dot&quot;:221,&quot;./fromValues&quot;:222,&quot;./inverse&quot;:224,&quot;./length&quot;:225,&quot;./lerp&quot;:226,&quot;./max&quot;:227,&quot;./min&quot;:228,&quot;./multiply&quot;:229,&quot;./negate&quot;:230,&quot;./normalize&quot;:231,&quot;./random&quot;:232,&quot;./scale&quot;:233,&quot;./scaleAndAdd&quot;:234,&quot;./set&quot;:235,&quot;./squaredDistance&quot;:236,&quot;./squaredLength&quot;:237,&quot;./subtract&quot;:238,&quot;./transformMat4&quot;:239,&quot;./transformQuat&quot;:240}],224:[function(t,e,r){e.exports=function(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t[3]=1/e[3],t}},{}],225:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3];return Math.sqrt(e*e+r*r+n*n+i*i)}},{}],226:[function(t,e,r){e.exports=function(t,e,r,n){var i=e[0],a=e[1],o=e[2],s=e[3];return t[0]=i+n*(r[0]-i),t[1]=a+n*(r[1]-a),t[2]=o+n*(r[2]-o),t[3]=s+n*(r[3]-s),t}},{}],227:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.max(e[0],r[0]),t[1]=Math.max(e[1],r[1]),t[2]=Math.max(e[2],r[2]),t[3]=Math.max(e[3],r[3]),t}},{}],228:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.min(e[0],r[0]),t[1]=Math.min(e[1],r[1]),t[2]=Math.min(e[2],r[2]),t[3]=Math.min(e[3],r[3]),t}},{}],229:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t[3]=e[3]*r[3],t}},{}],230:[function(t,e,r){e.exports=function(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=-e[3],t}},{}],231:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r*r+n*n+i*i+a*a;o&gt;0&amp;&amp;(o=1/Math.sqrt(o),t[0]=r*o,t[1]=n*o,t[2]=i*o,t[3]=a*o);return t}},{}],232:[function(t,e,r){var n=t(&quot;./normalize&quot;),i=t(&quot;./scale&quot;);e.exports=function(t,e){return e=e||1,t[0]=Math.random(),t[1]=Math.random(),t[2]=Math.random(),t[3]=Math.random(),n(t,t),i(t,t,e),t}},{&quot;./normalize&quot;:231,&quot;./scale&quot;:233}],233:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t}},{}],234:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t[3]=e[3]+r[3]*n,t}},{}],235:[function(t,e,r){e.exports=function(t,e,r,n,i){return t[0]=e,t[1]=r,t[2]=n,t[3]=i,t}},{}],236:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2],a=e[3]-t[3];return r*r+n*n+i*i+a*a}},{}],237:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3];return e*e+r*r+n*n+i*i}},{}],238:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t}},{}],239:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3];return t[0]=r[0]*n+r[4]*i+r[8]*a+r[12]*o,t[1]=r[1]*n+r[5]*i+r[9]*a+r[13]*o,t[2]=r[2]*n+r[6]*i+r[10]*a+r[14]*o,t[3]=r[3]*n+r[7]*i+r[11]*a+r[15]*o,t}},{}],240:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2],u=r[3],c=u*n+s*a-l*i,f=u*i+l*n-o*a,h=u*a+o*i-s*n,d=-o*n-s*i-l*a;return t[0]=c*u+d*-o+f*-l-h*-s,t[1]=f*u+d*-s+h*-o-c*-l,t[2]=h*u+d*-l+c*-s-f*-o,t[3]=e[3],t}},{}],241:[function(t,e,r){e.exports=function(t,e,r,a){return n[0]=a,n[1]=r,n[2]=e,n[3]=t,i[0]};var n=new Uint8Array(4),i=new Float32Array(n.buffer)},{}],242:[function(t,e,r){var n=t(&quot;glsl-tokenizer&quot;),i=t(&quot;atob-lite&quot;);e.exports=function(t){for(var e=Array.isArray(t)?t:n(t),r=0;r&lt;e.length;r++){var a=e[r];if(&quot;preprocessor&quot;===a.type){var o=a.data.match(/\\#define\\s+SHADER_NAME(_B64)?\\s+(.+)$/);if(o&amp;&amp;o[2]){var s=o[1],l=o[2];return(s?i(l):l).trim()}}}}},{&quot;atob-lite&quot;:16,&quot;glsl-tokenizer&quot;:249}],243:[function(t,e,r){e.exports=function(t){var e,r,A,M=0,T=0,k=l,E=[],L=[],S=1,C=0,O=0,R=!1,P=!1,z=&quot;&quot;,I=a,N=n;&quot;300 es&quot;===(t=t||{}).version&amp;&amp;(I=s,N=o);return function(t){return L=[],null!==t?function(t){var r;M=0,A=(z+=t).length;for(;e=z[M],M&lt;A;){switch(r=M,k){case c:M=U();break;case f:case h:M=B();break;case d:M=V();break;case p:M=G();break;case _:M=q();break;case g:M=X();break;case u:M=W();break;case b:M=j();break;case l:M=F()}if(r!==M)switch(z[r]){case&quot;\\n&quot;:C=0,++S;break;default:++C}}return T+=M,z=z.slice(M),L}(t.replace?t.replace(/\\r\\n/g,&quot;\\n&quot;):t):function(t){E.length&amp;&amp;D(E.join(&quot;&quot;));return k=x,D(&quot;(eof)&quot;),L}()};function D(t){t.length&amp;&amp;L.push({type:w[k],data:t,position:O,line:S,column:C})}function F(){return E=E.length?[]:E,&quot;/&quot;===r&amp;&amp;&quot;*&quot;===e?(O=T+M-1,k=c,r=e,M+1):&quot;/&quot;===r&amp;&amp;&quot;/&quot;===e?(O=T+M-1,k=f,r=e,M+1):&quot;#&quot;===e?(k=h,O=T+M,M):/\\s/.test(e)?(k=b,O=T+M,M):(R=/\\d/.test(e),P=/[^\\w_]/.test(e),O=T+M,k=R?p:P?d:u,M)}function j(){return/[^\\s]/g.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function B(){return&quot;\\r&quot;!==e&amp;&amp;&quot;\\n&quot;!==e||&quot;\\\\&quot;===r?(E.push(e),r=e,M+1):(D(E.join(&quot;&quot;)),k=l,M)}function U(){return&quot;/&quot;===e&amp;&amp;&quot;*&quot;===r?(E.push(e),D(E.join(&quot;&quot;)),k=l,M+1):(E.push(e),r=e,M+1)}function V(){if(&quot;.&quot;===r&amp;&amp;/\\d/.test(e))return k=g,M;if(&quot;/&quot;===r&amp;&amp;&quot;*&quot;===e)return k=c,M;if(&quot;/&quot;===r&amp;&amp;&quot;/&quot;===e)return k=f,M;if(&quot;.&quot;===e&amp;&amp;E.length){for(;H(E););return k=g,M}if(&quot;;&quot;===e||&quot;)&quot;===e||&quot;(&quot;===e){if(E.length)for(;H(E););return D(e),k=l,M+1}var t=2===E.length&amp;&amp;&quot;=&quot;!==e;if(/[\\w_\\d\\s]/.test(e)||t){for(;H(E););return k=l,M}return E.push(e),r=e,M+1}function H(t){for(var e,r,n=0;;){if(e=i.indexOf(t.slice(0,t.length+n).join(&quot;&quot;)),r=i[e],-1===e){if(n--+t.length&gt;0)continue;r=t.slice(0,1).join(&quot;&quot;)}return D(r),O+=r.length,(E=E.slice(r.length)).length}}function q(){return/[^a-fA-F0-9]/.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function G(){return&quot;.&quot;===e?(E.push(e),k=g,r=e,M+1):/[eE]/.test(e)?(E.push(e),k=g,r=e,M+1):&quot;x&quot;===e&amp;&amp;1===E.length&amp;&amp;&quot;0&quot;===E[0]?(k=_,E.push(e),r=e,M+1):/[^\\d]/.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function X(){return&quot;f&quot;===e&amp;&amp;(E.push(e),r=e,M+=1),/[eE]/.test(e)?(E.push(e),r=e,M+1):&quot;-&quot;===e&amp;&amp;/[eE]/.test(r)?(E.push(e),r=e,M+1):/[^\\d]/.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function W(){if(/[^\\d\\w_]/.test(e)){var t=E.join(&quot;&quot;);return k=N.indexOf(t)&gt;-1?y:I.indexOf(t)&gt;-1?m:v,D(E.join(&quot;&quot;)),k=l,M}return E.push(e),r=e,M+1}};var n=t(&quot;./lib/literals&quot;),i=t(&quot;./lib/operators&quot;),a=t(&quot;./lib/builtins&quot;),o=t(&quot;./lib/literals-300es&quot;),s=t(&quot;./lib/builtins-300es&quot;),l=999,u=9999,c=0,f=1,h=2,d=3,p=4,g=5,v=6,m=7,y=8,b=9,x=10,_=11,w=[&quot;block-comment&quot;,&quot;line-comment&quot;,&quot;preprocessor&quot;,&quot;operator&quot;,&quot;integer&quot;,&quot;float&quot;,&quot;ident&quot;,&quot;builtin&quot;,&quot;keyword&quot;,&quot;whitespace&quot;,&quot;eof&quot;,&quot;integer&quot;]},{&quot;./lib/builtins&quot;:245,&quot;./lib/builtins-300es&quot;:244,&quot;./lib/literals&quot;:247,&quot;./lib/literals-300es&quot;:246,&quot;./lib/operators&quot;:248}],244:[function(t,e,r){var n=t(&quot;./builtins&quot;);n=n.slice().filter(function(t){return!/^(gl\\_|texture)/.test(t)}),e.exports=n.concat([&quot;gl_VertexID&quot;,&quot;gl_InstanceID&quot;,&quot;gl_Position&quot;,&quot;gl_PointSize&quot;,&quot;gl_FragCoord&quot;,&quot;gl_FrontFacing&quot;,&quot;gl_FragDepth&quot;,&quot;gl_PointCoord&quot;,&quot;gl_MaxVertexAttribs&quot;,&quot;gl_MaxVertexUniformVectors&quot;,&quot;gl_MaxVertexOutputVectors&quot;,&quot;gl_MaxFragmentInputVectors&quot;,&quot;gl_MaxVertexTextureImageUnits&quot;,&quot;gl_MaxCombinedTextureImageUnits&quot;,&quot;gl_MaxTextureImageUnits&quot;,&quot;gl_MaxFragmentUniformVectors&quot;,&quot;gl_MaxDrawBuffers&quot;,&quot;gl_MinProgramTexelOffset&quot;,&quot;gl_MaxProgramTexelOffset&quot;,&quot;gl_DepthRangeParameters&quot;,&quot;gl_DepthRange&quot;,&quot;trunc&quot;,&quot;round&quot;,&quot;roundEven&quot;,&quot;isnan&quot;,&quot;isinf&quot;,&quot;floatBitsToInt&quot;,&quot;floatBitsToUint&quot;,&quot;intBitsToFloat&quot;,&quot;uintBitsToFloat&quot;,&quot;packSnorm2x16&quot;,&quot;unpackSnorm2x16&quot;,&quot;packUnorm2x16&quot;,&quot;unpackUnorm2x16&quot;,&quot;packHalf2x16&quot;,&quot;unpackHalf2x16&quot;,&quot;outerProduct&quot;,&quot;transpose&quot;,&quot;determinant&quot;,&quot;inverse&quot;,&quot;texture&quot;,&quot;textureSize&quot;,&quot;textureProj&quot;,&quot;textureLod&quot;,&quot;textureOffset&quot;,&quot;texelFetch&quot;,&quot;texelFetchOffset&quot;,&quot;textureProjOffset&quot;,&quot;textureLodOffset&quot;,&quot;textureProjLod&quot;,&quot;textureProjLodOffset&quot;,&quot;textureGrad&quot;,&quot;textureGradOffset&quot;,&quot;textureProjGrad&quot;,&quot;textureProjGradOffset&quot;])},{&quot;./builtins&quot;:245}],245:[function(t,e,r){e.exports=[&quot;abs&quot;,&quot;acos&quot;,&quot;all&quot;,&quot;any&quot;,&quot;asin&quot;,&quot;atan&quot;,&quot;ceil&quot;,&quot;clamp&quot;,&quot;cos&quot;,&quot;cross&quot;,&quot;dFdx&quot;,&quot;dFdy&quot;,&quot;degrees&quot;,&quot;distance&quot;,&quot;dot&quot;,&quot;equal&quot;,&quot;exp&quot;,&quot;exp2&quot;,&quot;faceforward&quot;,&quot;floor&quot;,&quot;fract&quot;,&quot;gl_BackColor&quot;,&quot;gl_BackLightModelProduct&quot;,&quot;gl_BackLightProduct&quot;,&quot;gl_BackMaterial&quot;,&quot;gl_BackSecondaryColor&quot;,&quot;gl_ClipPlane&quot;,&quot;gl_ClipVertex&quot;,&quot;gl_Color&quot;,&quot;gl_DepthRange&quot;,&quot;gl_DepthRangeParameters&quot;,&quot;gl_EyePlaneQ&quot;,&quot;gl_EyePlaneR&quot;,&quot;gl_EyePlaneS&quot;,&quot;gl_EyePlaneT&quot;,&quot;gl_Fog&quot;,&quot;gl_FogCoord&quot;,&quot;gl_FogFragCoord&quot;,&quot;gl_FogParameters&quot;,&quot;gl_FragColor&quot;,&quot;gl_FragCoord&quot;,&quot;gl_FragData&quot;,&quot;gl_FragDepth&quot;,&quot;gl_FragDepthEXT&quot;,&quot;gl_FrontColor&quot;,&quot;gl_FrontFacing&quot;,&quot;gl_FrontLightModelProduct&quot;,&quot;gl_FrontLightProduct&quot;,&quot;gl_FrontMaterial&quot;,&quot;gl_FrontSecondaryColor&quot;,&quot;gl_LightModel&quot;,&quot;gl_LightModelParameters&quot;,&quot;gl_LightModelProducts&quot;,&quot;gl_LightProducts&quot;,&quot;gl_LightSource&quot;,&quot;gl_LightSourceParameters&quot;,&quot;gl_MaterialParameters&quot;,&quot;gl_MaxClipPlanes&quot;,&quot;gl_MaxCombinedTextureImageUnits&quot;,&quot;gl_MaxDrawBuffers&quot;,&quot;gl_MaxFragmentUniformComponents&quot;,&quot;gl_MaxLights&quot;,&quot;gl_MaxTextureCoords&quot;,&quot;gl_MaxTextureImageUnits&quot;,&quot;gl_MaxTextureUnits&quot;,&quot;gl_MaxVaryingFloats&quot;,&quot;gl_MaxVertexAttribs&quot;,&quot;gl_MaxVertexTextureImageUnits&quot;,&quot;gl_MaxVertexUniformComponents&quot;,&quot;gl_ModelViewMatrix&quot;,&quot;gl_ModelViewMatrixInverse&quot;,&quot;gl_ModelViewMatrixInverseTranspose&quot;,&quot;gl_ModelViewMatrixTranspose&quot;,&quot;gl_ModelViewProjectionMatrix&quot;,&quot;gl_ModelViewProjectionMatrixInverse&quot;,&quot;gl_ModelViewProjectionMatrixInverseTranspose&quot;,&quot;gl_ModelViewProjectionMatrixTranspose&quot;,&quot;gl_MultiTexCoord0&quot;,&quot;gl_MultiTexCoord1&quot;,&quot;gl_MultiTexCoord2&quot;,&quot;gl_MultiTexCoord3&quot;,&quot;gl_MultiTexCoord4&quot;,&quot;gl_MultiTexCoord5&quot;,&quot;gl_MultiTexCoord6&quot;,&quot;gl_MultiTexCoord7&quot;,&quot;gl_Normal&quot;,&quot;gl_NormalMatrix&quot;,&quot;gl_NormalScale&quot;,&quot;gl_ObjectPlaneQ&quot;,&quot;gl_ObjectPlaneR&quot;,&quot;gl_ObjectPlaneS&quot;,&quot;gl_ObjectPlaneT&quot;,&quot;gl_Point&quot;,&quot;gl_PointCoord&quot;,&quot;gl_PointParameters&quot;,&quot;gl_PointSize&quot;,&quot;gl_Position&quot;,&quot;gl_ProjectionMatrix&quot;,&quot;gl_ProjectionMatrixInverse&quot;,&quot;gl_ProjectionMatrixInverseTranspose&quot;,&quot;gl_ProjectionMatrixTranspose&quot;,&quot;gl_SecondaryColor&quot;,&quot;gl_TexCoord&quot;,&quot;gl_TextureEnvColor&quot;,&quot;gl_TextureMatrix&quot;,&quot;gl_TextureMatrixInverse&quot;,&quot;gl_TextureMatrixInverseTranspose&quot;,&quot;gl_TextureMatrixTranspose&quot;,&quot;gl_Vertex&quot;,&quot;greaterThan&quot;,&quot;greaterThanEqual&quot;,&quot;inversesqrt&quot;,&quot;length&quot;,&quot;lessThan&quot;,&quot;lessThanEqual&quot;,&quot;log&quot;,&quot;log2&quot;,&quot;matrixCompMult&quot;,&quot;max&quot;,&quot;min&quot;,&quot;mix&quot;,&quot;mod&quot;,&quot;normalize&quot;,&quot;not&quot;,&quot;notEqual&quot;,&quot;pow&quot;,&quot;radians&quot;,&quot;reflect&quot;,&quot;refract&quot;,&quot;sign&quot;,&quot;sin&quot;,&quot;smoothstep&quot;,&quot;sqrt&quot;,&quot;step&quot;,&quot;tan&quot;,&quot;texture2D&quot;,&quot;texture2DLod&quot;,&quot;texture2DProj&quot;,&quot;texture2DProjLod&quot;,&quot;textureCube&quot;,&quot;textureCubeLod&quot;,&quot;texture2DLodEXT&quot;,&quot;texture2DProjLodEXT&quot;,&quot;textureCubeLodEXT&quot;,&quot;texture2DGradEXT&quot;,&quot;texture2DProjGradEXT&quot;,&quot;textureCubeGradEXT&quot;]},{}],246:[function(t,e,r){var n=t(&quot;./literals&quot;);e.exports=n.slice().concat([&quot;layout&quot;,&quot;centroid&quot;,&quot;smooth&quot;,&quot;case&quot;,&quot;mat2x2&quot;,&quot;mat2x3&quot;,&quot;mat2x4&quot;,&quot;mat3x2&quot;,&quot;mat3x3&quot;,&quot;mat3x4&quot;,&quot;mat4x2&quot;,&quot;mat4x3&quot;,&quot;mat4x4&quot;,&quot;uint&quot;,&quot;uvec2&quot;,&quot;uvec3&quot;,&quot;uvec4&quot;,&quot;samplerCubeShadow&quot;,&quot;sampler2DArray&quot;,&quot;sampler2DArrayShadow&quot;,&quot;isampler2D&quot;,&quot;isampler3D&quot;,&quot;isamplerCube&quot;,&quot;isampler2DArray&quot;,&quot;usampler2D&quot;,&quot;usampler3D&quot;,&quot;usamplerCube&quot;,&quot;usampler2DArray&quot;,&quot;coherent&quot;,&quot;restrict&quot;,&quot;readonly&quot;,&quot;writeonly&quot;,&quot;resource&quot;,&quot;atomic_uint&quot;,&quot;noperspective&quot;,&quot;patch&quot;,&quot;sample&quot;,&quot;subroutine&quot;,&quot;common&quot;,&quot;partition&quot;,&quot;active&quot;,&quot;filter&quot;,&quot;image1D&quot;,&quot;image2D&quot;,&quot;image3D&quot;,&quot;imageCube&quot;,&quot;iimage1D&quot;,&quot;iimage2D&quot;,&quot;iimage3D&quot;,&quot;iimageCube&quot;,&quot;uimage1D&quot;,&quot;uimage2D&quot;,&quot;uimage3D&quot;,&quot;uimageCube&quot;,&quot;image1DArray&quot;,&quot;image2DArray&quot;,&quot;iimage1DArray&quot;,&quot;iimage2DArray&quot;,&quot;uimage1DArray&quot;,&quot;uimage2DArray&quot;,&quot;image1DShadow&quot;,&quot;image2DShadow&quot;,&quot;image1DArrayShadow&quot;,&quot;image2DArrayShadow&quot;,&quot;imageBuffer&quot;,&quot;iimageBuffer&quot;,&quot;uimageBuffer&quot;,&quot;sampler1DArray&quot;,&quot;sampler1DArrayShadow&quot;,&quot;isampler1D&quot;,&quot;isampler1DArray&quot;,&quot;usampler1D&quot;,&quot;usampler1DArray&quot;,&quot;isampler2DRect&quot;,&quot;usampler2DRect&quot;,&quot;samplerBuffer&quot;,&quot;isamplerBuffer&quot;,&quot;usamplerBuffer&quot;,&quot;sampler2DMS&quot;,&quot;isampler2DMS&quot;,&quot;usampler2DMS&quot;,&quot;sampler2DMSArray&quot;,&quot;isampler2DMSArray&quot;,&quot;usampler2DMSArray&quot;])},{&quot;./literals&quot;:247}],247:[function(t,e,r){e.exports=[&quot;precision&quot;,&quot;highp&quot;,&quot;mediump&quot;,&quot;lowp&quot;,&quot;attribute&quot;,&quot;const&quot;,&quot;uniform&quot;,&quot;varying&quot;,&quot;break&quot;,&quot;continue&quot;,&quot;do&quot;,&quot;for&quot;,&quot;while&quot;,&quot;if&quot;,&quot;else&quot;,&quot;in&quot;,&quot;out&quot;,&quot;inout&quot;,&quot;float&quot;,&quot;int&quot;,&quot;void&quot;,&quot;bool&quot;,&quot;true&quot;,&quot;false&quot;,&quot;discard&quot;,&quot;return&quot;,&quot;mat2&quot;,&quot;mat3&quot;,&quot;mat4&quot;,&quot;vec2&quot;,&quot;vec3&quot;,&quot;vec4&quot;,&quot;ivec2&quot;,&quot;ivec3&quot;,&quot;ivec4&quot;,&quot;bvec2&quot;,&quot;bvec3&quot;,&quot;bvec4&quot;,&quot;sampler1D&quot;,&quot;sampler2D&quot;,&quot;sampler3D&quot;,&quot;samplerCube&quot;,&quot;sampler1DShadow&quot;,&quot;sampler2DShadow&quot;,&quot;struct&quot;,&quot;asm&quot;,&quot;class&quot;,&quot;union&quot;,&quot;enum&quot;,&quot;typedef&quot;,&quot;template&quot;,&quot;this&quot;,&quot;packed&quot;,&quot;goto&quot;,&quot;switch&quot;,&quot;default&quot;,&quot;inline&quot;,&quot;noinline&quot;,&quot;volatile&quot;,&quot;public&quot;,&quot;static&quot;,&quot;extern&quot;,&quot;external&quot;,&quot;interface&quot;,&quot;long&quot;,&quot;short&quot;,&quot;double&quot;,&quot;half&quot;,&quot;fixed&quot;,&quot;unsigned&quot;,&quot;input&quot;,&quot;output&quot;,&quot;hvec2&quot;,&quot;hvec3&quot;,&quot;hvec4&quot;,&quot;dvec2&quot;,&quot;dvec3&quot;,&quot;dvec4&quot;,&quot;fvec2&quot;,&quot;fvec3&quot;,&quot;fvec4&quot;,&quot;sampler2DRect&quot;,&quot;sampler3DRect&quot;,&quot;sampler2DRectShadow&quot;,&quot;sizeof&quot;,&quot;cast&quot;,&quot;namespace&quot;,&quot;using&quot;]},{}],248:[function(t,e,r){e.exports=[&quot;&lt;&lt;=&quot;,&quot;&gt;&gt;=&quot;,&quot;++&quot;,&quot;--&quot;,&quot;&lt;&lt;&quot;,&quot;&gt;&gt;&quot;,&quot;&lt;=&quot;,&quot;&gt;=&quot;,&quot;==&quot;,&quot;!=&quot;,&quot;&amp;&amp;&quot;,&quot;||&quot;,&quot;+=&quot;,&quot;-=&quot;,&quot;*=&quot;,&quot;/=&quot;,&quot;%=&quot;,&quot;&amp;=&quot;,&quot;^^&quot;,&quot;^=&quot;,&quot;|=&quot;,&quot;(&quot;,&quot;)&quot;,&quot;[&quot;,&quot;]&quot;,&quot;.&quot;,&quot;!&quot;,&quot;~&quot;,&quot;*&quot;,&quot;/&quot;,&quot;%&quot;,&quot;+&quot;,&quot;-&quot;,&quot;&lt;&quot;,&quot;&gt;&quot;,&quot;&amp;&quot;,&quot;^&quot;,&quot;|&quot;,&quot;?&quot;,&quot;:&quot;,&quot;=&quot;,&quot;,&quot;,&quot;;&quot;,&quot;{&quot;,&quot;}&quot;]},{}],249:[function(t,e,r){var n=t(&quot;./index&quot;);e.exports=function(t,e){var r=n(e),i=[];return i=(i=i.concat(r(t))).concat(r(null))}},{&quot;./index&quot;:243}],250:[function(t,e,r){e.exports=function(t){&quot;string&quot;==typeof t&amp;&amp;(t=[t]);for(var e=[].slice.call(arguments,1),r=[],n=0;n&lt;t.length-1;n++)r.push(t[n],e[n]||&quot;&quot;);return r.push(t[n]),r.join(&quot;&quot;)}},{}],251:[function(t,e,r){(function(r){&quot;use strict&quot;;var n,i=t(&quot;is-browser&quot;);n=&quot;function&quot;==typeof r.matchMedia?!r.matchMedia(&quot;(hover: none)&quot;).matches:i,e.exports=n}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{&quot;is-browser&quot;:258}],252:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-browser&quot;);e.exports=n&amp;&amp;function(){var t=!1;try{var e=Object.defineProperty({},&quot;passive&quot;,{get:function(){t=!0}});window.addEventListener(&quot;test&quot;,null,e),window.removeEventListener(&quot;test&quot;,null,e)}catch(e){t=!1}return t}()},{&quot;is-browser&quot;:258}],253:[function(t,e,r){r.read=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1&lt;&lt;s)-1,u=l&gt;&gt;1,c=-7,f=r?i-1:0,h=r?-1:1,d=t[e+f];for(f+=h,a=d&amp;(1&lt;&lt;-c)-1,d&gt;&gt;=-c,c+=s;c&gt;0;a=256*a+t[e+f],f+=h,c-=8);for(o=a&amp;(1&lt;&lt;-c)-1,a&gt;&gt;=-c,c+=n;c&gt;0;o=256*o+t[e+f],f+=h,c-=8);if(0===a)a=1-u;else{if(a===l)return o?NaN:1/0*(d?-1:1);o+=Math.pow(2,n),a-=u}return(d?-1:1)*o*Math.pow(2,a-n)},r.write=function(t,e,r,n,i,a){var o,s,l,u=8*a-i-1,c=(1&lt;&lt;u)-1,f=c&gt;&gt;1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,d=n?0:a-1,p=n?1:-1,g=e&lt;0||0===e&amp;&amp;1/e&lt;0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=c):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))&lt;1&amp;&amp;(o--,l*=2),(e+=o+f&gt;=1?h/l:h*Math.pow(2,1-f))*l&gt;=2&amp;&amp;(o++,l/=2),o+f&gt;=c?(s=0,o=c):o+f&gt;=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&gt;=8;t[r+d]=255&amp;s,d+=p,s/=256,i-=8);for(o=o&lt;&lt;i|s,u+=i;u&gt;0;t[r+d]=255&amp;o,d+=p,o/=256,u-=8);t[r+d-p]|=128*g}},{}],254:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=t.length;if(0===r)throw new Error(&quot;Must have at least d+1 points&quot;);var i=t[0].length;if(r&lt;=i)throw new Error(&quot;Must input at least d+1 points&quot;);var o=t.slice(0,i+1),s=n.apply(void 0,o);if(0===s)throw new Error(&quot;Input not in general position&quot;);for(var l=new Array(i+1),c=0;c&lt;=i;++c)l[c]=c;s&lt;0&amp;&amp;(l[0]=1,l[1]=0);for(var f=new a(l,new Array(i+1),!1),h=f.adjacent,d=new Array(i+2),c=0;c&lt;=i;++c){for(var p=l.slice(),g=0;g&lt;=i;++g)g===c&amp;&amp;(p[g]=-1);var v=p[0];p[0]=p[1],p[1]=v;var m=new a(p,new Array(i+1),!0);h[c]=m,d[c]=m}d[i+1]=f;for(var c=0;c&lt;=i;++c)for(var p=h[c].vertices,y=h[c].adjacent,g=0;g&lt;=i;++g){var b=p[g];if(b&lt;0)y[g]=f;else for(var x=0;x&lt;=i;++x)h[x].vertices.indexOf(b)&lt;0&amp;&amp;(y[g]=h[x])}for(var _=new u(i,o,d),w=!!e,c=i+1;c&lt;r;++c)_.insert(t[c],w);return _.boundary()};var n=t(&quot;robust-orientation&quot;),i=t(&quot;simplicial-complex&quot;).compareCells;function a(t,e,r){this.vertices=t,this.adjacent=e,this.boundary=r,this.lastVisited=-1}function o(t,e,r){this.vertices=t,this.cell=e,this.index=r}function s(t,e){return i(t.vertices,e.vertices)}a.prototype.flip=function(){var t=this.vertices[0];this.vertices[0]=this.vertices[1],this.vertices[1]=t;var e=this.adjacent[0];this.adjacent[0]=this.adjacent[1],this.adjacent[1]=e};var l=[];function u(t,e,r){this.dimension=t,this.vertices=e,this.simplices=r,this.interior=r.filter(function(t){return!t.boundary}),this.tuple=new Array(t+1);for(var i=0;i&lt;=t;++i)this.tuple[i]=this.vertices[i];var a=l[t];a||(a=l[t]=function(t){for(var e=[&quot;function orient(){var tuple=this.tuple;return test(&quot;],r=0;r&lt;=t;++r)r&gt;0&amp;&amp;e.push(&quot;,&quot;),e.push(&quot;tuple[&quot;,r,&quot;]&quot;);e.push(&quot;)}return orient&quot;);var i=new Function(&quot;test&quot;,e.join(&quot;&quot;)),a=n[t+1];return a||(a=n),i(a)}(t)),this.orient=a}var c=u.prototype;c.handleBoundaryDegeneracy=function(t,e){var r=this.dimension,n=this.vertices.length-1,i=this.tuple,a=this.vertices,o=[t];for(t.lastVisited=-n;o.length&gt;0;){(t=o.pop()).vertices;for(var s=t.adjacent,l=0;l&lt;=r;++l){var u=s[l];if(u.boundary&amp;&amp;!(u.lastVisited&lt;=-n)){for(var c=u.vertices,f=0;f&lt;=r;++f){var h=c[f];i[f]=h&lt;0?e:a[h]}var d=this.orient();if(d&gt;0)return u;u.lastVisited=-n,0===d&amp;&amp;o.push(u)}}}return null},c.walk=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,a=this.tuple,o=e?this.interior.length*Math.random()|0:this.interior.length-1,s=this.interior[o];t:for(;!s.boundary;){for(var l=s.vertices,u=s.adjacent,c=0;c&lt;=n;++c)a[c]=i[l[c]];s.lastVisited=r;for(c=0;c&lt;=n;++c){var f=u[c];if(!(f.lastVisited&gt;=r)){var h=a[c];a[c]=t;var d=this.orient();if(a[c]=h,d&lt;0){s=f;continue t}f.boundary?f.lastVisited=-r:f.lastVisited=r}}return}return s},c.addPeaks=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,l=this.tuple,u=this.interior,c=this.simplices,f=[e];e.lastVisited=r,e.vertices[e.vertices.indexOf(-1)]=r,e.boundary=!1,u.push(e);for(var h=[];f.length&gt;0;){var d=(e=f.pop()).vertices,p=e.adjacent,g=d.indexOf(r);if(!(g&lt;0))for(var v=0;v&lt;=n;++v)if(v!==g){var m=p[v];if(m.boundary&amp;&amp;!(m.lastVisited&gt;=r)){var y=m.vertices;if(m.lastVisited!==-r){for(var b=0,x=0;x&lt;=n;++x)y[x]&lt;0?(b=x,l[x]=t):l[x]=i[y[x]];if(this.orient()&gt;0){y[b]=r,m.boundary=!1,u.push(m),f.push(m),m.lastVisited=r;continue}m.lastVisited=-r}var _=m.adjacent,w=d.slice(),A=p.slice(),M=new a(w,A,!0);c.push(M);var T=_.indexOf(e);if(!(T&lt;0)){_[T]=M,A[g]=m,w[v]=-1,A[v]=e,p[v]=M,M.flip();for(x=0;x&lt;=n;++x){var k=w[x];if(!(k&lt;0||k===r)){for(var E=new Array(n-1),L=0,S=0;S&lt;=n;++S){var C=w[S];C&lt;0||S===x||(E[L++]=C)}h.push(new o(E,M,x))}}}}}}h.sort(s);for(v=0;v+1&lt;h.length;v+=2){var O=h[v],R=h[v+1],P=O.index,z=R.index;P&lt;0||z&lt;0||(O.cell.adjacent[O.index]=R.cell,R.cell.adjacent[R.index]=O.cell)}},c.insert=function(t,e){var r=this.vertices;r.push(t);var n=this.walk(t,e);if(n){for(var i=this.dimension,a=this.tuple,o=0;o&lt;=i;++o){var s=n.vertices[o];a[o]=s&lt;0?t:r[s]}var l=this.orient(a);l&lt;0||(0!==l||(n=this.handleBoundaryDegeneracy(n,t)))&amp;&amp;this.addPeaks(t,n)}},c.boundary=function(){for(var t=this.dimension,e=[],r=this.simplices,n=r.length,i=0;i&lt;n;++i){var a=r[i];if(a.boundary){for(var o=new Array(t),s=a.vertices,l=0,u=0,c=0;c&lt;=t;++c)s[c]&gt;=0?o[l++]=s[c]:u=1&amp;c;if(u===(1&amp;t)){var f=o[0];o[0]=o[1],o[1]=f}e.push(o)}}return e}},{&quot;robust-orientation&quot;:322,&quot;simplicial-complex&quot;:332}],255:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;),i=0,a=1;function o(t,e,r,n,i){this.mid=t,this.left=e,this.right=r,this.leftPoints=n,this.rightPoints=i,this.count=(e?e.count:0)+(r?r.count:0)+n.length}e.exports=function(t){if(!t||0===t.length)return new b(null);return new b(y(t))};var s=o.prototype;function l(t,e){t.mid=e.mid,t.left=e.left,t.right=e.right,t.leftPoints=e.leftPoints,t.rightPoints=e.rightPoints,t.count=e.count}function u(t,e){var r=y(e);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function c(t,e){var r=t.intervals([]);r.push(e),u(t,r)}function f(t,e){var r=t.intervals([]),n=r.indexOf(e);return n&lt;0?i:(r.splice(n,1),u(t,r),a)}function h(t,e,r){for(var n=0;n&lt;t.length&amp;&amp;t[n][0]&lt;=e;++n){var i=r(t[n]);if(i)return i}}function d(t,e,r){for(var n=t.length-1;n&gt;=0&amp;&amp;t[n][1]&gt;=e;--n){var i=r(t[n]);if(i)return i}}function p(t,e){for(var r=0;r&lt;t.length;++r){var n=e(t[r]);if(n)return n}}function g(t,e){return t-e}function v(t,e){var r=t[0]-e[0];return r||t[1]-e[1]}function m(t,e){var r=t[1]-e[1];return r||t[0]-e[0]}function y(t){if(0===t.length)return null;for(var e=[],r=0;r&lt;t.length;++r)e.push(t[r][0],t[r][1]);e.sort(g);var n=e[e.length&gt;&gt;1],i=[],a=[],s=[];for(r=0;r&lt;t.length;++r){var l=t[r];l[1]&lt;n?i.push(l):n&lt;l[0]?a.push(l):s.push(l)}var u=s,c=s.slice();return u.sort(v),c.sort(m),new o(n,y(i),y(a),u,c)}function b(t){this.root=t}s.intervals=function(t){return t.push.apply(t,this.leftPoints),this.left&amp;&amp;this.left.intervals(t),this.right&amp;&amp;this.right.intervals(t),t},s.insert=function(t){var e=this.count-this.leftPoints.length;if(this.count+=1,t[1]&lt;this.mid)this.left?4*(this.left.count+1)&gt;3*(e+1)?c(this,t):this.left.insert(t):this.left=y([t]);else if(t[0]&gt;this.mid)this.right?4*(this.right.count+1)&gt;3*(e+1)?c(this,t):this.right.insert(t):this.right=y([t]);else{var r=n.ge(this.leftPoints,t,v),i=n.ge(this.rightPoints,t,m);this.leftPoints.splice(r,0,t),this.rightPoints.splice(i,0,t)}},s.remove=function(t){var e=this.count-this.leftPoints;if(t[1]&lt;this.mid)return this.left?4*(this.right?this.right.count:0)&gt;3*(e-1)?f(this,t):2===(u=this.left.remove(t))?(this.left=null,this.count-=1,a):(u===a&amp;&amp;(this.count-=1),u):i;if(t[0]&gt;this.mid)return this.right?4*(this.left?this.left.count:0)&gt;3*(e-1)?f(this,t):2===(u=this.right.remove(t))?(this.right=null,this.count-=1,a):(u===a&amp;&amp;(this.count-=1),u):i;if(1===this.count)return this.leftPoints[0]===t?2:i;if(1===this.leftPoints.length&amp;&amp;this.leftPoints[0]===t){if(this.left&amp;&amp;this.right){for(var r=this,o=this.left;o.right;)r=o,o=o.right;if(r===this)o.right=this.right;else{var s=this.left,u=this.right;r.count-=o.count,r.right=o.left,o.left=s,o.right=u}l(this,o),this.count=(this.left?this.left.count:0)+(this.right?this.right.count:0)+this.leftPoints.length}else this.left?l(this,this.left):l(this,this.right);return a}for(s=n.ge(this.leftPoints,t,v);s&lt;this.leftPoints.length&amp;&amp;this.leftPoints[s][0]===t[0];++s)if(this.leftPoints[s]===t){this.count-=1,this.leftPoints.splice(s,1);for(u=n.ge(this.rightPoints,t,m);u&lt;this.rightPoints.length&amp;&amp;this.rightPoints[u][1]===t[1];++u)if(this.rightPoints[u]===t)return this.rightPoints.splice(u,1),a}return i},s.queryPoint=function(t,e){if(t&lt;this.mid){if(this.left)if(r=this.left.queryPoint(t,e))return r;return h(this.leftPoints,t,e)}if(t&gt;this.mid){var r;if(this.right)if(r=this.right.queryPoint(t,e))return r;return d(this.rightPoints,t,e)}return p(this.leftPoints,e)},s.queryInterval=function(t,e,r){var n;if(t&lt;this.mid&amp;&amp;this.left&amp;&amp;(n=this.left.queryInterval(t,e,r)))return n;if(e&gt;this.mid&amp;&amp;this.right&amp;&amp;(n=this.right.queryInterval(t,e,r)))return n;return e&lt;this.mid?h(this.leftPoints,e,r):t&gt;this.mid?d(this.rightPoints,t,r):p(this.leftPoints,r)};var x=b.prototype;x.insert=function(t){this.root?this.root.insert(t):this.root=new o(t[0],null,null,[t],[t])},x.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&amp;&amp;(this.root=null),e!==i}return!1},x.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},x.queryInterval=function(t,e,r){if(t&lt;=e&amp;&amp;this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(x,&quot;count&quot;,{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(x,&quot;intervals&quot;,{get:function(){return this.root?this.root.intervals([]):[]}})},{&quot;binary-search-bounds&quot;:35}],256:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){e=e||new Array(t.length);for(var r=0;r&lt;t.length;++r)e[t[r]]=r;return e}},{}],257:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=new Array(t),r=0;r&lt;t;++r)e[r]=r;return e}},{}],258:[function(t,e,r){e.exports=!0},{}],259:[function(t,e,r){function n(t){return!!t.constructor&amp;&amp;&quot;function&quot;==typeof t.constructor.isBuffer&amp;&amp;t.constructor.isBuffer(t)}e.exports=function(t){return null!=t&amp;&amp;(n(t)||function(t){return&quot;function&quot;==typeof t.readFloatLE&amp;&amp;&quot;function&quot;==typeof t.slice&amp;&amp;n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],260:[function(t,e,r){&quot;use strict&quot;;e.exports=a,e.exports.isMobile=a;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;return e||&quot;undefined&quot;==typeof navigator||(e=navigator.userAgent),e&amp;&amp;e.headers&amp;&amp;&quot;string&quot;==typeof e.headers[&quot;user-agent&quot;]&amp;&amp;(e=e.headers[&quot;user-agent&quot;]),&quot;string&quot;==typeof e&amp;&amp;(t.tablet?i.test(e):n.test(e))}},{}],261:[function(t,e,r){&quot;use strict&quot;;var n=Object.prototype.toString;e.exports=function(t){var e;return&quot;[object Object]&quot;===n.call(t)&amp;&amp;(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],262:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e,r=t.length,n=0;n&lt;r;n++)if(((e=t.charCodeAt(n))&lt;9||e&gt;13)&amp;&amp;32!==e&amp;&amp;133!==e&amp;&amp;160!==e&amp;&amp;5760!==e&amp;&amp;6158!==e&amp;&amp;(e&lt;8192||e&gt;8205)&amp;&amp;8232!==e&amp;&amp;8233!==e&amp;&amp;8239!==e&amp;&amp;8287!==e&amp;&amp;8288!==e&amp;&amp;12288!==e&amp;&amp;65279!==e)return!1;return!0}},{}],263:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],264:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=1&lt;&lt;t+1,r=new Array(e),n=0;n&lt;e;++n)r[n]=a(t,n);return r};var n=t(&quot;convex-hull&quot;);function i(t,e,r){for(var n=new Array(t),i=0;i&lt;t;++i)n[i]=0,i===e&amp;&amp;(n[i]+=.5),i===r&amp;&amp;(n[i]+=.5);return n}function a(t,e){if(0===e||e===(1&lt;&lt;t+1)-1)return[];for(var r=[],a=[],o=0;o&lt;=t;++o)if(e&amp;1&lt;&lt;o){r.push(i(t,o-1,o-1)),a.push(null);for(var s=0;s&lt;=t;++s)~e&amp;1&lt;&lt;s&amp;&amp;(r.push(i(t,o-1,s-1)),a.push([o,s]))}var l=n(r),u=[];t:for(o=0;o&lt;l.length;++o){var c=l[o],f=[];for(s=0;s&lt;c.length;++s){if(!a[c[s]])continue t;f.push(a[c[s]].slice())}u.push(f)}return u}},{&quot;convex-hull&quot;:72}],265:[function(t,e,r){var n=t(&quot;./normalize&quot;),i=t(&quot;gl-mat4/create&quot;),a=t(&quot;gl-mat4/clone&quot;),o=t(&quot;gl-mat4/determinant&quot;),s=t(&quot;gl-mat4/invert&quot;),l=t(&quot;gl-mat4/transpose&quot;),u={length:t(&quot;gl-vec3/length&quot;),normalize:t(&quot;gl-vec3/normalize&quot;),dot:t(&quot;gl-vec3/dot&quot;),cross:t(&quot;gl-vec3/cross&quot;)},c=i(),f=i(),h=[0,0,0,0],d=[[0,0,0],[0,0,0],[0,0,0]],p=[0,0,0];function g(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,v,m){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),v||(v=[0,0,0,1]),m||(m=[0,0,0,1]),!n(c,t))return!1;if(a(f,c),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)&lt;1e-8))return!1;var y,b,x,_,w,A,M,T=c[3],k=c[7],E=c[11],L=c[12],S=c[13],C=c[14],O=c[15];if(0!==T||0!==k||0!==E){if(h[0]=T,h[1]=k,h[2]=E,h[3]=O,!s(f,f))return!1;l(f,f),y=v,x=f,_=(b=h)[0],w=b[1],A=b[2],M=b[3],y[0]=x[0]*_+x[4]*w+x[8]*A+x[12]*M,y[1]=x[1]*_+x[5]*w+x[9]*A+x[13]*M,y[2]=x[2]*_+x[6]*w+x[10]*A+x[14]*M,y[3]=x[3]*_+x[7]*w+x[11]*A+x[15]*M}else v[0]=v[1]=v[2]=0,v[3]=1;if(e[0]=L,e[1]=S,e[2]=C,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(d,c),r[0]=u.length(d[0]),u.normalize(d[0],d[0]),i[0]=u.dot(d[0],d[1]),g(d[1],d[1],d[0],1,-i[0]),r[1]=u.length(d[1]),u.normalize(d[1],d[1]),i[0]/=r[1],i[1]=u.dot(d[0],d[2]),g(d[2],d[2],d[0],1,-i[1]),i[2]=u.dot(d[1],d[2]),g(d[2],d[2],d[1],1,-i[2]),r[2]=u.length(d[2]),u.normalize(d[2],d[2]),i[1]/=r[2],i[2]/=r[2],u.cross(p,d[1],d[2]),u.dot(d[0],p)&lt;0)for(var R=0;R&lt;3;R++)r[R]*=-1,d[R][0]*=-1,d[R][1]*=-1,d[R][2]*=-1;return m[0]=.5*Math.sqrt(Math.max(1+d[0][0]-d[1][1]-d[2][2],0)),m[1]=.5*Math.sqrt(Math.max(1-d[0][0]+d[1][1]-d[2][2],0)),m[2]=.5*Math.sqrt(Math.max(1-d[0][0]-d[1][1]+d[2][2],0)),m[3]=.5*Math.sqrt(Math.max(1+d[0][0]+d[1][1]+d[2][2],0)),d[2][1]&gt;d[1][2]&amp;&amp;(m[0]=-m[0]),d[0][2]&gt;d[2][0]&amp;&amp;(m[1]=-m[1]),d[1][0]&gt;d[0][1]&amp;&amp;(m[2]=-m[2]),!0}},{&quot;./normalize&quot;:266,&quot;gl-mat4/clone&quot;:118,&quot;gl-mat4/create&quot;:119,&quot;gl-mat4/determinant&quot;:120,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/transpose&quot;:135,&quot;gl-vec3/cross&quot;:175,&quot;gl-vec3/dot&quot;:180,&quot;gl-vec3/length&quot;:190,&quot;gl-vec3/normalize&quot;:197}],266:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i&lt;16;i++)t[i]=e[i]*n;return!0}},{}],267:[function(t,e,r){var n=t(&quot;gl-vec3/lerp&quot;),i=t(&quot;mat4-recompose&quot;),a=t(&quot;mat4-decompose&quot;),o=t(&quot;gl-mat4/determinant&quot;),s=t(&quot;quat-slerp&quot;),l=f(),u=f(),c=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function h(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,f){if(0===o(e)||0===o(r))return!1;var h=a(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),d=a(r,u.translate,u.scale,u.skew,u.perspective,u.quaternion);return!(!h||!d||(n(c.translate,l.translate,u.translate,f),n(c.skew,l.skew,u.skew,f),n(c.scale,l.scale,u.scale,f),n(c.perspective,l.perspective,u.perspective,f),s(c.quaternion,l.quaternion,u.quaternion,f),i(t,c.translate,c.scale,c.skew,c.perspective,c.quaternion),0))}},{&quot;gl-mat4/determinant&quot;:120,&quot;gl-vec3/lerp&quot;:191,&quot;mat4-decompose&quot;:265,&quot;mat4-recompose&quot;:268,&quot;quat-slerp&quot;:309}],268:[function(t,e,r){var n={identity:t(&quot;gl-mat4/identity&quot;),translate:t(&quot;gl-mat4/translate&quot;),multiply:t(&quot;gl-mat4/multiply&quot;),create:t(&quot;gl-mat4/create&quot;),scale:t(&quot;gl-mat4/scale&quot;),fromRotationTranslation:t(&quot;gl-mat4/fromRotationTranslation&quot;)},i=(n.create(),n.create());e.exports=function(t,e,r,a,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&amp;&amp;(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&amp;&amp;(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&amp;&amp;(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{&quot;gl-mat4/create&quot;:119,&quot;gl-mat4/fromRotationTranslation&quot;:122,&quot;gl-mat4/identity&quot;:123,&quot;gl-mat4/multiply&quot;:126,&quot;gl-mat4/scale&quot;:133,&quot;gl-mat4/translate&quot;:134}],269:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;),i=t(&quot;mat4-interpolate&quot;),a=t(&quot;gl-mat4/invert&quot;),o=t(&quot;gl-mat4/rotateX&quot;),s=t(&quot;gl-mat4/rotateY&quot;),l=t(&quot;gl-mat4/rotateZ&quot;),u=t(&quot;gl-mat4/lookAt&quot;),c=t(&quot;gl-mat4/translate&quot;),f=(t(&quot;gl-mat4/scale&quot;),t(&quot;gl-vec3/normalize&quot;)),h=[0,0,0];function d(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new d((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var p=d.prototype;p.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r&lt;0)){var s=this._components;if(r===e.length-1)for(var l=16*r,u=0;u&lt;16;++u)o[u]=s[l++];else{var c=e[r+1]-e[r],h=(l=16*r,this.prevMatrix),d=!0;for(u=0;u&lt;16;++u)h[u]=s[l++];var p=this.nextMatrix;for(u=0;u&lt;16;++u)p[u]=s[l++],d=d&amp;&amp;h[u]===p[u];if(c&lt;1e-6||d)for(u=0;u&lt;16;++u)o[u]=h[u];else i(o,h,p,(t-e[r])/c)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],f(g,g);var v=this.computedInverse;a(v,o);var m=this.computedEye,y=v[15];m[0]=v[12]/y,m[1]=v[13]/y,m[2]=v[14]/y;var b=this.computedCenter,x=Math.exp(this.computedRadius[0]);for(u=0;u&lt;3;++u)b[u]=m[u]-o[2+4*u]*x}},p.idle=function(t){if(!(t&lt;this.lastT())){for(var e=this._components,r=e.length-16,n=0;n&lt;16;++n)e.push(e[r++]);this._time.push(t)}},p.flush=function(t){var e=n.gt(this._time,t)-2;e&lt;0||(this._time.splice(0,e),this._components.splice(0,16*e))},p.lastT=function(){return this._time[this._time.length-1]},p.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||h,n=n||this.computedUp,this.setMatrix(t,u(this.computedMatrix,e,r,n));for(var i=0,a=0;a&lt;3;++a)i+=Math.pow(r[a]-e[a],2);i=Math.log(Math.sqrt(i)),this.computedRadius[0]=i},p.rotate=function(t,e,r,n){this.recalcMatrix(t);var i=this.computedInverse;e&amp;&amp;s(i,i,e),r&amp;&amp;o(i,i,r),n&amp;&amp;l(i,i,n),this.setMatrix(t,a(this.computedMatrix,i))};var g=[0,0,0];p.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var i=this.computedInverse;c(i,i,g),this.setMatrix(t,a(i,i))},p.translate=function(t,e,r,n){g[0]=e||0,g[1]=r||0,g[2]=n||0,this.recalcMatrix(t);var i=this.computedMatrix;c(i,i,g),this.setMatrix(t,i)},p.setMatrix=function(t,e){if(!(t&lt;this.lastT())){this._time.push(t);for(var r=0;r&lt;16;++r)this._components.push(e[r])}},p.setDistance=function(t,e){this.computedRadius[0]=e},p.setDistanceLimits=function(t,e){var r=this._limits;r[0]=t,r[1]=e},p.getDistanceLimits=function(t){var e=this._limits;return t?(t[0]=e[0],t[1]=e[1],t):e}},{&quot;binary-search-bounds&quot;:35,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/lookAt&quot;:125,&quot;gl-mat4/rotateX&quot;:130,&quot;gl-mat4/rotateY&quot;:131,&quot;gl-mat4/rotateZ&quot;:132,&quot;gl-mat4/scale&quot;:133,&quot;gl-mat4/translate&quot;:134,&quot;gl-vec3/normalize&quot;:197,&quot;mat4-interpolate&quot;:267}],270:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(e&lt;3){for(var r=new Array(e),i=0;i&lt;e;++i)r[i]=i;return 2===e&amp;&amp;t[0][0]===t[1][0]&amp;&amp;t[0][1]===t[1][1]?[0]:r}for(var a=new Array(e),i=0;i&lt;e;++i)a[i]=i;a.sort(function(e,r){var n=t[e][0]-t[r][0];return n||t[e][1]-t[r][1]});for(var o=[a[0],a[1]],s=[a[0],a[1]],i=2;i&lt;e;++i){for(var l=a[i],u=t[l],c=o.length;c&gt;1&amp;&amp;n(t[o[c-2]],t[o[c-1]],u)&lt;=0;)c-=1,o.pop();for(o.push(l),c=s.length;c&gt;1&amp;&amp;n(t[s[c-2]],t[s[c-1]],u)&gt;=0;)c-=1,s.pop();s.push(l)}for(var r=new Array(s.length+o.length-2),f=0,i=0,h=o.length;i&lt;h;++i)r[f++]=o[i];for(var d=s.length-2;d&gt;0;--d)r[f++]=s[d];return r};var n=t(&quot;robust-orientation&quot;)[3]},{&quot;robust-orientation&quot;:322}],271:[function(t,e,r){&quot;use strict&quot;;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&quot;altKey&quot;in t&amp;&amp;(e=e||t.altKey!==o.alt,o.alt=!!t.altKey),&quot;shiftKey&quot;in t&amp;&amp;(e=e||t.shiftKey!==o.shift,o.shift=!!t.shiftKey),&quot;ctrlKey&quot;in t&amp;&amp;(e=e||t.ctrlKey!==o.control,o.control=!!t.ctrlKey),&quot;metaKey&quot;in t&amp;&amp;(e=e||t.metaKey!==o.meta,o.meta=!!t.metaKey),e}function u(t,s){var u=n.x(s),c=n.y(s);&quot;buttons&quot;in s&amp;&amp;(t=0|s.buttons),(t!==r||u!==i||c!==a||l(s))&amp;&amp;(r=0|t,i=u||0,a=c||0,e&amp;&amp;e(r,i,a,o))}function c(t){u(0,t)}function f(){(r||i||a||o.shift||o.alt||o.meta||o.control)&amp;&amp;(i=a=0,r=0,o.shift=o.alt=o.control=o.meta=!1,e&amp;&amp;e(0,0,0,o))}function h(t){l(t)&amp;&amp;e&amp;&amp;e(r,i,a,o)}function d(t){0===n.buttons(t)?u(0,t):u(r,t)}function p(t){u(r|n.buttons(t),t)}function g(t){u(r&amp;~n.buttons(t),t)}function v(){s||(s=!0,t.addEventListener(&quot;mousemove&quot;,d),t.addEventListener(&quot;mousedown&quot;,p),t.addEventListener(&quot;mouseup&quot;,g),t.addEventListener(&quot;mouseleave&quot;,c),t.addEventListener(&quot;mouseenter&quot;,c),t.addEventListener(&quot;mouseout&quot;,c),t.addEventListener(&quot;mouseover&quot;,c),t.addEventListener(&quot;blur&quot;,f),t.addEventListener(&quot;keyup&quot;,h),t.addEventListener(&quot;keydown&quot;,h),t.addEventListener(&quot;keypress&quot;,h),t!==window&amp;&amp;(window.addEventListener(&quot;blur&quot;,f),window.addEventListener(&quot;keyup&quot;,h),window.addEventListener(&quot;keydown&quot;,h),window.addEventListener(&quot;keypress&quot;,h)))}v();var m={element:t};return Object.defineProperties(m,{enabled:{get:function(){return s},set:function(e){e?v():s&amp;&amp;(s=!1,t.removeEventListener(&quot;mousemove&quot;,d),t.removeEventListener(&quot;mousedown&quot;,p),t.removeEventListener(&quot;mouseup&quot;,g),t.removeEventListener(&quot;mouseleave&quot;,c),t.removeEventListener(&quot;mouseenter&quot;,c),t.removeEventListener(&quot;mouseout&quot;,c),t.removeEventListener(&quot;mouseover&quot;,c),t.removeEventListener(&quot;blur&quot;,f),t.removeEventListener(&quot;keyup&quot;,h),t.removeEventListener(&quot;keydown&quot;,h),t.removeEventListener(&quot;keypress&quot;,h),t!==window&amp;&amp;(window.removeEventListener(&quot;blur&quot;,f),window.removeEventListener(&quot;keyup&quot;,h),window.removeEventListener(&quot;keydown&quot;,h),window.removeEventListener(&quot;keypress&quot;,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}}),m};var n=t(&quot;mouse-event&quot;)},{&quot;mouse-event&quot;:273}],272:[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}},{}],273:[function(t,e,r){&quot;use strict&quot;;function n(t){return t.target||t.srcElement||window}r.buttons=function(t){if(&quot;object&quot;==typeof t){if(&quot;buttons&quot;in t)return t.buttons;if(&quot;which&quot;in t){if(2===(e=t.which))return 4;if(3===e)return 2;if(e&gt;0)return 1&lt;&lt;e-1}else if(&quot;button&quot;in t){var e;if(1===(e=t.button))return 4;if(2===e)return 2;if(e&gt;=0)return 1&lt;&lt;e}}return 0},r.element=n,r.x=function(t){if(&quot;object&quot;==typeof t){if(&quot;offsetX&quot;in t)return t.offsetX;var e=n(t).getBoundingClientRect();return t.clientX-e.left}return 0},r.y=function(t){if(&quot;object&quot;==typeof t){if(&quot;offsetY&quot;in t)return t.offsetY;var e=n(t).getBoundingClientRect();return t.clientY-e.top}return 0}},{}],274:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;to-px&quot;);e.exports=function(t,e,r){&quot;function&quot;==typeof t&amp;&amp;(r=!!e,e=t,t=window);var i=n(&quot;ex&quot;,t),a=function(t){r&amp;&amp;t.preventDefault();var n=t.deltaX||0,a=t.deltaY||0,o=t.deltaZ||0,s=t.deltaMode,l=1;switch(s){case 1:l=i;break;case 2:l=window.innerHeight}if(a*=l,o*=l,(n*=l)||a||o)return e(n,a,o,t)};return t.addEventListener(&quot;wheel&quot;,a),a}},{&quot;to-px&quot;:343}],275:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;);function i(t){return&quot;a&quot;+t}function a(t){return&quot;d&quot;+t}function o(t,e){return&quot;c&quot;+t+&quot;_&quot;+e}function s(t){return&quot;s&quot;+t}function l(t,e){return&quot;t&quot;+t+&quot;_&quot;+e}function u(t){return&quot;o&quot;+t}function c(t){return&quot;x&quot;+t}function f(t){return&quot;p&quot;+t}function h(t,e){return&quot;d&quot;+t+&quot;_&quot;+e}function d(t){return&quot;i&quot;+t}function p(t,e){return&quot;u&quot;+t+&quot;_&quot;+e}function g(t){return&quot;b&quot;+t}function v(t){return&quot;y&quot;+t}function m(t){return&quot;e&quot;+t}function y(t){return&quot;v&quot;+t}e.exports=function(t){function e(t){throw new Error(&quot;ndarray-extract-contour: &quot;+t)}&quot;object&quot;!=typeof t&amp;&amp;e(&quot;Must specify arguments&quot;);var r=t.order;Array.isArray(r)||e(&quot;Must specify order&quot;);var k=t.arrayArguments||1;k&lt;1&amp;&amp;e(&quot;Must have at least one array argument&quot;);var E=t.scalarArguments||0;E&lt;0&amp;&amp;e(&quot;Scalar arg count must be &gt; 0&quot;);&quot;function&quot;!=typeof t.vertex&amp;&amp;e(&quot;Must specify vertex creation function&quot;);&quot;function&quot;!=typeof t.cell&amp;&amp;e(&quot;Must specify cell creation function&quot;);&quot;function&quot;!=typeof t.phase&amp;&amp;e(&quot;Must specify phase function&quot;);for(var L=t.getters||[],S=new Array(k),C=0;C&lt;k;++C)L.indexOf(C)&gt;=0?S[C]=!0:S[C]=!1;return function(t,e,r,k,E,L){var S=L.length,C=E.length;if(C&lt;2)throw new Error(&quot;ndarray-extract-contour: Dimension must be at least 2&quot;);for(var O=&quot;extractContour&quot;+E.join(&quot;_&quot;),R=[],P=[],z=[],I=0;I&lt;S;++I)z.push(i(I));for(var I=0;I&lt;k;++I)z.push(c(I));for(var I=0;I&lt;C;++I)P.push(s(I)+&quot;=&quot;+i(0)+&quot;.shape[&quot;+I+&quot;]|0&quot;);for(var I=0;I&lt;S;++I){P.push(a(I)+&quot;=&quot;+i(I)+&quot;.data&quot;,u(I)+&quot;=&quot;+i(I)+&quot;.offset|0&quot;);for(var N=0;N&lt;C;++N)P.push(l(I,N)+&quot;=&quot;+i(I)+&quot;.stride[&quot;+N+&quot;]|0&quot;)}for(var I=0;I&lt;S;++I){P.push(f(I)+&quot;=&quot;+u(I)),P.push(o(I,0));for(var N=1;N&lt;1&lt;&lt;C;++N){for(var D=[],F=0;F&lt;C;++F)N&amp;1&lt;&lt;F&amp;&amp;D.push(&quot;-&quot;+l(I,F));P.push(h(I,N)+&quot;=(&quot;+D.join(&quot;&quot;)+&quot;)|0&quot;),P.push(o(I,N)+&quot;=0&quot;)}}for(var I=0;I&lt;S;++I)for(var N=0;N&lt;C;++N){var j=[l(I,E[N])];N&gt;0&amp;&amp;j.push(l(I,E[N-1])+&quot;*&quot;+s(E[N-1])),P.push(p(I,E[N])+&quot;=(&quot;+j.join(&quot;-&quot;)+&quot;)|0&quot;)}for(var I=0;I&lt;C;++I)P.push(d(I)+&quot;=0&quot;);P.push(_+&quot;=0&quot;);for(var B=[&quot;2&quot;],I=C-2;I&gt;=0;--I)B.push(s(E[I]));P.push(w+&quot;=(&quot;+B.join(&quot;*&quot;)+&quot;)|0&quot;,x+&quot;=mallocUint32(&quot;+w+&quot;)&quot;,b+&quot;=mallocUint32(&quot;+w+&quot;)&quot;,A+&quot;=0&quot;),P.push(g(0)+&quot;=0&quot;);for(var N=1;N&lt;1&lt;&lt;C;++N){for(var U=[],V=[],F=0;F&lt;C;++F)N&amp;1&lt;&lt;F&amp;&amp;(0===V.length?U.push(&quot;1&quot;):U.unshift(V.join(&quot;*&quot;))),V.push(s(E[F]));var H=&quot;&quot;;U[0].indexOf(s(E[C-2]))&lt;0&amp;&amp;(H=&quot;-&quot;);var q=T(C,N,E);P.push(m(q)+&quot;=(-&quot;+U.join(&quot;-&quot;)+&quot;)|0&quot;,v(q)+&quot;=(&quot;+H+U.join(&quot;-&quot;)+&quot;)|0&quot;,g(q)+&quot;=0&quot;)}function G(t,e){R.push(&quot;for(&quot;,d(E[t]),&quot;=&quot;,e,&quot;;&quot;,d(E[t]),&quot;&lt;&quot;,s(E[t]),&quot;;&quot;,&quot;++&quot;,d(E[t]),&quot;){&quot;)}function X(t){for(var e=0;e&lt;S;++e)R.push(f(e),&quot;+=&quot;,p(e,E[t]),&quot;;&quot;);R.push(&quot;}&quot;)}function W(){for(var t=1;t&lt;1&lt;&lt;C;++t)R.push(M,&quot;=&quot;,m(t),&quot;;&quot;,m(t),&quot;=&quot;,v(t),&quot;;&quot;,v(t),&quot;=&quot;,M,&quot;;&quot;)}P.push(y(0)+&quot;=0&quot;,M+&quot;=0&quot;),function t(e,r){if(e&lt;0)return void function(t){for(var e=0;e&lt;S;++e)L[e]?R.push(o(e,0),&quot;=&quot;,a(e),&quot;.get(&quot;,f(e),&quot;);&quot;):R.push(o(e,0),&quot;=&quot;,a(e),&quot;[&quot;,f(e),&quot;];&quot;);for(var r=[],e=0;e&lt;S;++e)r.push(o(e,0));for(var e=0;e&lt;k;++e)r.push(c(e));R.push(g(0),&quot;=&quot;,x,&quot;[&quot;,A,&quot;]=phase(&quot;,r.join(),&quot;);&quot;);for(var n=1;n&lt;1&lt;&lt;C;++n)R.push(g(n),&quot;=&quot;,x,&quot;[&quot;,A,&quot;+&quot;,m(n),&quot;];&quot;);for(var i=[],n=1;n&lt;1&lt;&lt;C;++n)i.push(&quot;(&quot;+g(0)+&quot;!==&quot;+g(n)+&quot;)&quot;);R.push(&quot;if(&quot;,i.join(&quot;||&quot;),&quot;){&quot;);for(var s=[],e=0;e&lt;C;++e)s.push(d(e));for(var e=0;e&lt;S;++e){s.push(o(e,0));for(var n=1;n&lt;1&lt;&lt;C;++n)L[e]?R.push(o(e,n),&quot;=&quot;,a(e),&quot;.get(&quot;,f(e),&quot;+&quot;,h(e,n),&quot;);&quot;):R.push(o(e,n),&quot;=&quot;,a(e),&quot;[&quot;,f(e),&quot;+&quot;,h(e,n),&quot;];&quot;),s.push(o(e,n))}for(var e=0;e&lt;1&lt;&lt;C;++e)s.push(g(e));for(var e=0;e&lt;k;++e)s.push(c(e));R.push(&quot;vertex(&quot;,s.join(),&quot;);&quot;,y(0),&quot;=&quot;,b,&quot;[&quot;,A,&quot;]=&quot;,_,&quot;++;&quot;);for(var l=(1&lt;&lt;C)-1,u=g(l),n=0;n&lt;C;++n)if(0==(t&amp;~(1&lt;&lt;n))){for(var p=l^1&lt;&lt;n,v=g(p),w=[],M=p;M&gt;0;M=M-1&amp;p)w.push(b+&quot;[&quot;+A+&quot;+&quot;+m(M)+&quot;]&quot;);w.push(y(0));for(var M=0;M&lt;S;++M)1&amp;n?w.push(o(M,l),o(M,p)):w.push(o(M,p),o(M,l));1&amp;n?w.push(u,v):w.push(v,u);for(var M=0;M&lt;k;++M)w.push(c(M));R.push(&quot;if(&quot;,u,&quot;!==&quot;,v,&quot;){&quot;,&quot;face(&quot;,w.join(),&quot;)}&quot;)}R.push(&quot;}&quot;,A,&quot;+=1;&quot;)}(r);!function(t){for(var e=t-1;e&gt;=0;--e)G(e,0);for(var r=[],e=0;e&lt;S;++e)L[e]?r.push(a(e)+&quot;.get(&quot;+f(e)+&quot;)&quot;):r.push(a(e)+&quot;[&quot;+f(e)+&quot;]&quot;);for(var e=0;e&lt;k;++e)r.push(c(e));R.push(x,&quot;[&quot;,A,&quot;++]=phase(&quot;,r.join(),&quot;);&quot;);for(var e=0;e&lt;t;++e)X(e);for(var n=0;n&lt;S;++n)R.push(f(n),&quot;+=&quot;,p(n,E[t]),&quot;;&quot;)}(e);R.push(&quot;if(&quot;,s(E[e]),&quot;&gt;0){&quot;,d(E[e]),&quot;=1;&quot;);t(e-1,r|1&lt;&lt;E[e]);for(var n=0;n&lt;S;++n)R.push(f(n),&quot;+=&quot;,p(n,E[e]),&quot;;&quot;);e===C-1&amp;&amp;(R.push(A,&quot;=0;&quot;),W());G(e,2);t(e-1,r);e===C-1&amp;&amp;(R.push(&quot;if(&quot;,d(E[C-1]),&quot;&amp;1){&quot;,A,&quot;=0;}&quot;),W());X(e);R.push(&quot;}&quot;)}(C-1,0),R.push(&quot;freeUint32(&quot;,b,&quot;);freeUint32(&quot;,x,&quot;);&quot;);var Y=[&quot;&#x27;use strict&#x27;;&quot;,&quot;function &quot;,O,&quot;(&quot;,z.join(),&quot;){&quot;,&quot;var &quot;,P.join(),&quot;;&quot;,R.join(&quot;&quot;),&quot;}&quot;,&quot;return &quot;,O].join(&quot;&quot;);return new Function(&quot;vertex&quot;,&quot;face&quot;,&quot;phase&quot;,&quot;mallocUint32&quot;,&quot;freeUint32&quot;,Y)(t,e,r,n.mallocUint32,n.freeUint32)}(t.vertex,t.cell,t.phase,E,r,S)};var b=&quot;V&quot;,x=&quot;P&quot;,_=&quot;N&quot;,w=&quot;Q&quot;,A=&quot;X&quot;,M=&quot;T&quot;;function T(t,e,r){for(var n=0,i=0;i&lt;t;++i)e&amp;1&lt;&lt;i&amp;&amp;(n|=1&lt;&lt;r[i]);return n}},{&quot;typedarray-pool&quot;:348}],276:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;],pre:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},body:{body:&quot;{_inline_37_arg1_=_inline_37_arg2_.apply(void 0,_inline_37_arg0_)}&quot;,args:[{name:&quot;_inline_37_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_37_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_37_arg2_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;cwise&quot;,blockSize:64});e.exports=function(t,e){return n(t,e),t}},{&quot;cwise/lib/wrapper&quot;:80}],277:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){if(Array.isArray(r)){if(r.length!==e.dimension)throw new Error(&quot;ndarray-gradient: invalid boundary conditions&quot;)}else r=n(e.dimension,&quot;string&quot;==typeof r?r:&quot;clamp&quot;);if(t.dimension!==e.dimension+1)throw new Error(&quot;ndarray-gradient: output dimension must be +1 input dimension&quot;);if(t.shape[e.dimension]!==e.dimension)throw new Error(&quot;ndarray-gradient: output shape must match input shape&quot;);for(var i=0;i&lt;e.dimension;++i)if(t.shape[i]!==e.shape[i])throw new Error(&quot;ndarray-gradient: shape mismatch&quot;);if(0===e.size)return t;if(e.dimension&lt;=0)return t.set(0),t;return function(t){var e=t.join();if(m=o[e])return m;var r=t.length,n=[&quot;function gradient(dst,src){var s=src.shape.slice();&quot;];function i(e){for(var i=r-e.length,a=[],o=[],s=[],l=0;l&lt;r;++l)e.indexOf(l+1)&gt;=0?s.push(&quot;0&quot;):e.indexOf(-(l+1))&gt;=0?s.push(&quot;s[&quot;+l+&quot;]-1&quot;):(s.push(&quot;-1&quot;),a.push(&quot;1&quot;),o.push(&quot;s[&quot;+l+&quot;]-2&quot;));var u=&quot;.lo(&quot;+a.join()+&quot;).hi(&quot;+o.join()+&quot;)&quot;;if(0===a.length&amp;&amp;(u=&quot;&quot;),i&gt;0){n.push(&quot;if(1&quot;);for(var l=0;l&lt;r;++l)e.indexOf(l+1)&gt;=0||e.indexOf(-(l+1))&gt;=0||n.push(&quot;&amp;&amp;s[&quot;,l,&quot;]&gt;2&quot;);n.push(&quot;){grad&quot;,i,&quot;(src.pick(&quot;,s.join(),&quot;)&quot;,u);for(var l=0;l&lt;r;++l)e.indexOf(l+1)&gt;=0||e.indexOf(-(l+1))&gt;=0||n.push(&quot;,dst.pick(&quot;,s.join(),&quot;,&quot;,l,&quot;)&quot;,u);n.push(&quot;);&quot;)}for(var l=0;l&lt;e.length;++l){var c=Math.abs(e[l])-1,f=&quot;dst.pick(&quot;+s.join()+&quot;,&quot;+c+&quot;)&quot;+u;switch(t[c]){case&quot;clamp&quot;:var h=s.slice(),d=s.slice();e[l]&lt;0?h[c]=&quot;s[&quot;+c+&quot;]-2&quot;:d[c]=&quot;1&quot;,0===i?n.push(&quot;if(s[&quot;,c,&quot;]&gt;1){dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0.5*(src.get(&quot;,h.join(),&quot;)-src.get(&quot;,d.join(),&quot;)))}else{dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0)};&quot;):n.push(&quot;if(s[&quot;,c,&quot;]&gt;1){diff(&quot;,f,&quot;,src.pick(&quot;,h.join(),&quot;)&quot;,u,&quot;,src.pick(&quot;,d.join(),&quot;)&quot;,u,&quot;);}else{zero(&quot;,f,&quot;);};&quot;);break;case&quot;mirror&quot;:0===i?n.push(&quot;dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0);&quot;):n.push(&quot;zero(&quot;,f,&quot;);&quot;);break;case&quot;wrap&quot;:var p=s.slice(),g=s.slice();e[l]&lt;0?(p[c]=&quot;s[&quot;+c+&quot;]-2&quot;,g[c]=&quot;0&quot;):(p[c]=&quot;s[&quot;+c+&quot;]-1&quot;,g[c]=&quot;1&quot;),0===i?n.push(&quot;if(s[&quot;,c,&quot;]&gt;2){dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0.5*(src.get(&quot;,p.join(),&quot;)-src.get(&quot;,g.join(),&quot;)))}else{dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0)};&quot;):n.push(&quot;if(s[&quot;,c,&quot;]&gt;2){diff(&quot;,f,&quot;,src.pick(&quot;,p.join(),&quot;)&quot;,u,&quot;,src.pick(&quot;,g.join(),&quot;)&quot;,u,&quot;);}else{zero(&quot;,f,&quot;);};&quot;);break;default:throw new Error(&quot;ndarray-gradient: Invalid boundary condition&quot;)}}i&gt;0&amp;&amp;n.push(&quot;};&quot;)}for(var s=0;s&lt;1&lt;&lt;r;++s){for(var f=[],h=0;h&lt;r;++h)s&amp;1&lt;&lt;h&amp;&amp;f.push(h+1);for(var d=0;d&lt;1&lt;&lt;f.length;++d){for(var p=f.slice(),h=0;h&lt;f.length;++h)d&amp;1&lt;&lt;h&amp;&amp;(p[h]=-p[h]);i(p)}}n.push(&quot;return dst;};return gradient&quot;);for(var g=[&quot;diff&quot;,&quot;zero&quot;],v=[l,u],s=1;s&lt;=r;++s)g.push(&quot;grad&quot;+s),v.push(c(s));g.push(n.join(&quot;&quot;));var m=Function.apply(void 0,g).apply(void 0,v);return a[e]=m,m}(r)(t,e)};var n=t(&quot;dup&quot;),i=t(&quot;cwise-compiler&quot;),a={},o={},s={body:&quot;&quot;,args:[],thisVars:[],localVars:[]},l=i({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:s,post:s,body:{args:[{name:&quot;out&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;left&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;right&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;out=0.5*(left-right)&quot;,thisVars:[],localVars:[]},funcName:&quot;cdiff&quot;}),u=i({args:[&quot;array&quot;],pre:s,post:s,body:{args:[{name:&quot;out&quot;,lvalue:!0,rvalue:!1,count:1}],body:&quot;out=0&quot;,thisVars:[],localVars:[]},funcName:&quot;zero&quot;});function c(t){if(t in a)return a[t];for(var e=[],r=0;r&lt;t;++r)e.push(&quot;out&quot;,r,&quot;s=0.5*(inp&quot;,r,&quot;l-inp&quot;,r,&quot;r);&quot;);var o=[&quot;array&quot;],l=[&quot;junk&quot;];for(r=0;r&lt;t;++r){o.push(&quot;array&quot;),l.push(&quot;out&quot;+r+&quot;s&quot;);var u=n(t);u[r]=-1,o.push({array:0,offset:u.slice()}),u[r]=1,o.push({array:0,offset:u.slice()}),l.push(&quot;inp&quot;+r+&quot;l&quot;,&quot;inp&quot;+r+&quot;r&quot;)}return a[t]=i({args:o,pre:s,post:s,body:{body:e.join(&quot;&quot;),args:l.map(function(t){return{name:t,lvalue:0===t.indexOf(&quot;out&quot;),rvalue:0===t.indexOf(&quot;inp&quot;),count:&quot;junk&quot;!==t|0}}),thisVars:[],localVars:[]},funcName:&quot;fdTemplate&quot;+t})}},{&quot;cwise-compiler&quot;:77,dup:86}],278:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray-warp&quot;),i=t(&quot;gl-matrix-invert&quot;);e.exports=function(t,e,r){var a=e.dimension,o=i([],r);return n(t,e,function(t,e){for(var r=0;r&lt;a;++r){t[r]=o[(a+1)*a+r];for(var n=0;n&lt;a;++n)t[r]+=o[(a+1)*n+r]*e[n]}var i=o[(a+1)*(a+1)-1];for(n=0;n&lt;a;++n)i+=o[(a+1)*n+a]*e[n];var s=1/i;for(r=0;r&lt;a;++r)t[r]*=s;return t}),t}},{&quot;gl-matrix-invert&quot;:136,&quot;ndarray-warp&quot;:285}],279:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r=Math.floor(e),n=e-r,i=0&lt;=r&amp;&amp;r&lt;t.shape[0],a=0&lt;=r+1&amp;&amp;r+1&lt;t.shape[0];return(1-n)*(i?+t.get(r):0)+n*(a?+t.get(r+1):0)}function i(t,e,r){var n=Math.floor(e),i=e-n,a=0&lt;=n&amp;&amp;n&lt;t.shape[0],o=0&lt;=n+1&amp;&amp;n+1&lt;t.shape[0],s=Math.floor(r),l=r-s,u=0&lt;=s&amp;&amp;s&lt;t.shape[1],c=0&lt;=s+1&amp;&amp;s+1&lt;t.shape[1],f=a&amp;&amp;u?t.get(n,s):0,h=a&amp;&amp;c?t.get(n,s+1):0;return(1-l)*((1-i)*f+i*(o&amp;&amp;u?t.get(n+1,s):0))+l*((1-i)*h+i*(o&amp;&amp;c?t.get(n+1,s+1):0))}function a(t,e,r,n){var i=Math.floor(e),a=e-i,o=0&lt;=i&amp;&amp;i&lt;t.shape[0],s=0&lt;=i+1&amp;&amp;i+1&lt;t.shape[0],l=Math.floor(r),u=r-l,c=0&lt;=l&amp;&amp;l&lt;t.shape[1],f=0&lt;=l+1&amp;&amp;l+1&lt;t.shape[1],h=Math.floor(n),d=n-h,p=0&lt;=h&amp;&amp;h&lt;t.shape[2],g=0&lt;=h+1&amp;&amp;h+1&lt;t.shape[2],v=o&amp;&amp;c&amp;&amp;p?t.get(i,l,h):0,m=o&amp;&amp;f&amp;&amp;p?t.get(i,l+1,h):0,y=s&amp;&amp;c&amp;&amp;p?t.get(i+1,l,h):0,b=s&amp;&amp;f&amp;&amp;p?t.get(i+1,l+1,h):0,x=o&amp;&amp;c&amp;&amp;g?t.get(i,l,h+1):0,_=o&amp;&amp;f&amp;&amp;g?t.get(i,l+1,h+1):0;return(1-d)*((1-u)*((1-a)*v+a*y)+u*((1-a)*m+a*b))+d*((1-u)*((1-a)*x+a*(s&amp;&amp;c&amp;&amp;g?t.get(i+1,l,h+1):0))+u*((1-a)*_+a*(s&amp;&amp;f&amp;&amp;g?t.get(i+1,l+1,h+1):0)))}e.exports=function(t,e,r,o){switch(t.shape.length){case 0:return 0;case 1:return n(t,e);case 2:return i(t,e,r);case 3:return a(t,e,r,o);default:return function(t){var e,r,n=0|t.shape.length,i=new Array(n),a=new Array(n),o=new Array(n),s=new Array(n);for(e=0;e&lt;n;++e)r=+arguments[e+1],i[e]=Math.floor(r),a[e]=r-i[e],o[e]=0&lt;=i[e]&amp;&amp;i[e]&lt;t.shape[e],s[e]=0&lt;=i[e]+1&amp;&amp;i[e]+1&lt;t.shape[e];var l,u,c,f=0;t:for(e=0;e&lt;1&lt;&lt;n;++e){for(u=1,c=t.offset,l=0;l&lt;n;++l)if(e&amp;1&lt;&lt;l){if(!s[l])continue t;u*=a[l],c+=t.stride[l]*(i[l]+1)}else{if(!o[l])continue t;u*=1-a[l],c+=t.stride[l]*i[l]}f+=u*t.data[c]}return f}.apply(void 0,arguments)}},e.exports.d1=n,e.exports.d2=i,e.exports.d3=a},{}],280:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;cwise-compiler&quot;),i={body:&quot;&quot;,args:[],thisVars:[],localVars:[]};function a(t){if(!t)return i;for(var e=0;e&lt;t.args.length;++e){var r=t.args[e];t.args[e]=0===e?{name:r,lvalue:!0,rvalue:!!t.rvalue,count:t.count||1}:{name:r,lvalue:!1,rvalue:!0,count:1}}return t.thisVars||(t.thisVars=[]),t.localVars||(t.localVars=[]),t}function o(t){for(var e=[],r=0;r&lt;t.args.length;++r)e.push(&quot;a&quot;+r);return new Function(&quot;P&quot;,[&quot;return function &quot;,t.funcName,&quot;_ndarrayops(&quot;,e.join(&quot;,&quot;),&quot;) {P(&quot;,e.join(&quot;,&quot;),&quot;);return a0}&quot;].join(&quot;&quot;))(function(t){return n({args:t.args,pre:a(t.pre),body:a(t.body),post:a(t.proc),funcName:t.funcName})}(t))}var s={add:&quot;+&quot;,sub:&quot;-&quot;,mul:&quot;*&quot;,div:&quot;/&quot;,mod:&quot;%&quot;,band:&quot;&amp;&quot;,bor:&quot;|&quot;,bxor:&quot;^&quot;,lshift:&quot;&lt;&lt;&quot;,rshift:&quot;&gt;&gt;&quot;,rrshift:&quot;&gt;&gt;&gt;&quot;};!function(){for(var t in s){var e=s[t];r[t]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=b&quot;+e+&quot;c&quot;},funcName:t}),r[t+&quot;eq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a&quot;+e+&quot;=b&quot;},rvalue:!0,funcName:t+&quot;eq&quot;}),r[t+&quot;s&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;s&quot;],body:&quot;a=b&quot;+e+&quot;s&quot;},funcName:t+&quot;s&quot;}),r[t+&quot;seq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;s&quot;],body:&quot;a&quot;+e+&quot;=s&quot;},rvalue:!0,funcName:t+&quot;seq&quot;})}}();var l={not:&quot;!&quot;,bnot:&quot;~&quot;,neg:&quot;-&quot;,recip:&quot;1.0/&quot;};!function(){for(var t in l){var e=l[t];r[t]=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=&quot;+e+&quot;b&quot;},funcName:t}),r[t+&quot;eq&quot;]=o({args:[&quot;array&quot;],body:{args:[&quot;a&quot;],body:&quot;a=&quot;+e+&quot;a&quot;},rvalue:!0,count:2,funcName:t+&quot;eq&quot;})}}();var u={and:&quot;&amp;&amp;&quot;,or:&quot;||&quot;,eq:&quot;===&quot;,neq:&quot;!==&quot;,lt:&quot;&lt;&quot;,gt:&quot;&gt;&quot;,leq:&quot;&lt;=&quot;,geq:&quot;&gt;=&quot;};!function(){for(var t in u){var e=u[t];r[t]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=b&quot;+e+&quot;c&quot;},funcName:t}),r[t+&quot;s&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;s&quot;],body:&quot;a=b&quot;+e+&quot;s&quot;},funcName:t+&quot;s&quot;}),r[t+&quot;eq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=a&quot;+e+&quot;b&quot;},rvalue:!0,count:2,funcName:t+&quot;eq&quot;}),r[t+&quot;seq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;s&quot;],body:&quot;a=a&quot;+e+&quot;s&quot;},rvalue:!0,count:2,funcName:t+&quot;seq&quot;})}}();var c=[&quot;abs&quot;,&quot;acos&quot;,&quot;asin&quot;,&quot;atan&quot;,&quot;ceil&quot;,&quot;cos&quot;,&quot;exp&quot;,&quot;floor&quot;,&quot;log&quot;,&quot;round&quot;,&quot;sin&quot;,&quot;sqrt&quot;,&quot;tan&quot;];!function(){for(var t=0;t&lt;c.length;++t){var e=c[t];r[e]=o({args:[&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(b)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e}),r[e+&quot;eq&quot;]=o({args:[&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;],body:&quot;a=this_f(a)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;eq&quot;})}}();var f=[&quot;max&quot;,&quot;min&quot;,&quot;atan2&quot;,&quot;pow&quot;];!function(){for(var t=0;t&lt;f.length;++t){var e=f[t];r[e]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(b,c)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e}),r[e+&quot;s&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(b,c)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e+&quot;s&quot;}),r[e+&quot;eq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(a,b)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;eq&quot;}),r[e+&quot;seq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(a,b)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;seq&quot;})}}();var h=[&quot;atan2&quot;,&quot;pow&quot;];!function(){for(var t=0;t&lt;h.length;++t){var e=h[t];r[e+&quot;op&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(c,b)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e+&quot;op&quot;}),r[e+&quot;ops&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(c,b)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e+&quot;ops&quot;}),r[e+&quot;opeq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(b,a)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;opeq&quot;}),r[e+&quot;opseq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(b,a)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;opseq&quot;})}}(),r.any=n({args:[&quot;array&quot;],pre:i,body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;if(a){return true}&quot;,localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:&quot;return false&quot;},funcName:&quot;any&quot;}),r.all=n({args:[&quot;array&quot;],pre:i,body:{args:[{name:&quot;x&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;if(!x){return false}&quot;,localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:&quot;return true&quot;},funcName:&quot;all&quot;}),r.sum=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;this_s+=a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;sum&quot;}),r.prod=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=1&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;this_s*=a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;prod&quot;}),r.norm2squared=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:2}],body:&quot;this_s+=a*a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;norm2squared&quot;}),r.norm2=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:2}],body:&quot;this_s+=a*a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return Math.sqrt(this_s)&quot;},funcName:&quot;norm2&quot;}),r.norminf=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:4}],body:&quot;if(-a&gt;this_s){this_s=-a}else if(a&gt;this_s){this_s=a}&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;norminf&quot;}),r.norm1=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:3}],body:&quot;this_s+=a&lt;0?-a:a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;norm1&quot;}),r.sup=n({args:[&quot;array&quot;],pre:{body:&quot;this_h=-Infinity&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]},body:{body:&quot;if(_inline_1_arg0_&gt;this_h)this_h=_inline_1_arg0_&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_h&quot;],localVars:[]},post:{body:&quot;return this_h&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]}}),r.inf=n({args:[&quot;array&quot;],pre:{body:&quot;this_h=Infinity&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]},body:{body:&quot;if(_inline_1_arg0_&lt;this_h)this_h=_inline_1_arg0_&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_h&quot;],localVars:[]},post:{body:&quot;return this_h&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]}}),r.argmin=n({args:[&quot;index&quot;,&quot;array&quot;,&quot;shape&quot;],pre:{body:&quot;{this_v=Infinity;this_i=_inline_0_arg2_.slice(0)}&quot;,args:[{name:&quot;_inline_0_arg0_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg1_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg2_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[]},body:{body:&quot;{if(_inline_1_arg1_&lt;this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k&lt;_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[&quot;_inline_1_k&quot;]},post:{body:&quot;{return this_i}&quot;,args:[],thisVars:[&quot;this_i&quot;],localVars:[]}}),r.argmax=n({args:[&quot;index&quot;,&quot;array&quot;,&quot;shape&quot;],pre:{body:&quot;{this_v=-Infinity;this_i=_inline_0_arg2_.slice(0)}&quot;,args:[{name:&quot;_inline_0_arg0_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg1_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg2_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[]},body:{body:&quot;{if(_inline_1_arg1_&gt;this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k&lt;_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[&quot;_inline_1_k&quot;]},post:{body:&quot;{return this_i}&quot;,args:[],thisVars:[&quot;this_i&quot;],localVars:[]}}),r.random=o({args:[&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.random&quot;,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;],body:&quot;a=this_f()&quot;,thisVars:[&quot;this_f&quot;]},funcName:&quot;random&quot;}),r.assign=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=b&quot;},funcName:&quot;assign&quot;}),r.assigns=o({args:[&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=b&quot;},funcName:&quot;assigns&quot;}),r.equals=n({args:[&quot;array&quot;,&quot;array&quot;],pre:i,body:{args:[{name:&quot;x&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;y&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;if(x!==y){return false}&quot;,localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:&quot;return true&quot;},funcName:&quot;equals&quot;})},{&quot;cwise-compiler&quot;:77}],281:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray&quot;),i=t(&quot;./doConvert.js&quot;);e.exports=function(t,e){for(var r=[],a=t,o=1;Array.isArray(a);)r.push(a.length),o*=a.length,a=a[0];return 0===r.length?n():(e||(e=n(new Float64Array(o),r)),i(e,t),e)}},{&quot;./doConvert.js&quot;:282,ndarray:286}],282:[function(t,e,r){e.exports=t(&quot;cwise-compiler&quot;)({args:[&quot;array&quot;,&quot;scalar&quot;,&quot;index&quot;],pre:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},body:{body:&quot;{\\nvar _inline_1_v=_inline_1_arg1_,_inline_1_i\\nfor(_inline_1_i=0;_inline_1_i&lt;_inline_1_arg2_.length-1;++_inline_1_i) {\\n_inline_1_v=_inline_1_v[_inline_1_arg2_[_inline_1_i]]\\n}\\n_inline_1_arg0_=_inline_1_v[_inline_1_arg2_[_inline_1_arg2_.length-1]]\\n}&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg2_&quot;,lvalue:!1,rvalue:!0,count:4}],thisVars:[],localVars:[&quot;_inline_1_i&quot;,&quot;_inline_1_v&quot;]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},funcName:&quot;convert&quot;,blockSize:64})},{&quot;cwise-compiler&quot;:77}],283:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=32;function a(t){switch(t){case&quot;uint8&quot;:return[n.mallocUint8,n.freeUint8];case&quot;uint16&quot;:return[n.mallocUint16,n.freeUint16];case&quot;uint32&quot;:return[n.mallocUint32,n.freeUint32];case&quot;int8&quot;:return[n.mallocInt8,n.freeInt8];case&quot;int16&quot;:return[n.mallocInt16,n.freeInt16];case&quot;int32&quot;:return[n.mallocInt32,n.freeInt32];case&quot;float32&quot;:return[n.mallocFloat,n.freeFloat];case&quot;float64&quot;:return[n.mallocDouble,n.freeDouble];default:return null}}function o(t){for(var e=[],r=0;r&lt;t;++r)e.push(&quot;s&quot;+r);for(r=0;r&lt;t;++r)e.push(&quot;n&quot;+r);for(r=1;r&lt;t;++r)e.push(&quot;d&quot;+r);for(r=1;r&lt;t;++r)e.push(&quot;e&quot;+r);for(r=1;r&lt;t;++r)e.push(&quot;f&quot;+r);return e}e.exports=function(t,e){var r=[&quot;&#x27;use strict&#x27;&quot;],n=[&quot;ndarraySortWrapper&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;);r.push([&quot;function &quot;,n,&quot;(&quot;,[&quot;array&quot;].join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));for(var s=[&quot;data=array.data,offset=array.offset|0,shape=array.shape,stride=array.stride&quot;],l=0;l&lt;t.length;++l)s.push([&quot;s&quot;,l,&quot;=stride[&quot;,l,&quot;]|0,n&quot;,l,&quot;=shape[&quot;,l,&quot;]|0&quot;].join(&quot;&quot;));var u=new Array(t.length),c=[];for(l=0;l&lt;t.length;++l)0!==(d=t[l])&amp;&amp;(0===c.length?u[d]=&quot;1&quot;:u[d]=c.join(&quot;*&quot;),c.push(&quot;n&quot;+d));var f=-1,h=-1;for(l=0;l&lt;t.length;++l){var d,p=t[l];0!==p&amp;&amp;(f&gt;0?s.push([&quot;d&quot;,p,&quot;=s&quot;,p,&quot;-d&quot;,f,&quot;*n&quot;,f].join(&quot;&quot;)):s.push([&quot;d&quot;,p,&quot;=s&quot;,p].join(&quot;&quot;)),f=p),0!=(d=t.length-1-l)&amp;&amp;(h&gt;0?s.push([&quot;e&quot;,d,&quot;=s&quot;,d,&quot;-e&quot;,h,&quot;*n&quot;,h,&quot;,f&quot;,d,&quot;=&quot;,u[d],&quot;-f&quot;,h,&quot;*n&quot;,h].join(&quot;&quot;)):s.push([&quot;e&quot;,d,&quot;=s&quot;,d,&quot;,f&quot;,d,&quot;=&quot;,u[d]].join(&quot;&quot;)),h=d)}r.push(&quot;var &quot;+s.join(&quot;,&quot;));var g=[&quot;0&quot;,&quot;n0-1&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length));r.push([&quot;if(n0&lt;=&quot;,i,&quot;){&quot;,&quot;insertionSort(&quot;,g.join(&quot;,&quot;),&quot;)}else{&quot;,&quot;quickSort(&quot;,g.join(&quot;,&quot;),&quot;)}&quot;].join(&quot;&quot;)),r.push(&quot;}return &quot;+n);var v=new Function(&quot;insertionSort&quot;,&quot;quickSort&quot;,r.join(&quot;\\n&quot;)),m=function(t,e){var r=[&quot;&#x27;use strict&#x27;&quot;],n=[&quot;ndarrayInsertionSort&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;),i=[&quot;left&quot;,&quot;right&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length)),s=a(e),l=[&quot;i,j,cptr,ptr=left*s0+offset&quot;];if(t.length&gt;1){for(var u=[],c=1;c&lt;t.length;++c)l.push(&quot;i&quot;+c),u.push(&quot;n&quot;+c);s?l.push(&quot;scratch=malloc(&quot;+u.join(&quot;*&quot;)+&quot;)&quot;):l.push(&quot;scratch=new Array(&quot;+u.join(&quot;*&quot;)+&quot;)&quot;),l.push(&quot;dptr&quot;,&quot;sptr&quot;,&quot;a&quot;,&quot;b&quot;)}else l.push(&quot;scratch&quot;);function f(t){return&quot;generic&quot;===e?[&quot;data.get(&quot;,t,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]&quot;].join(&quot;&quot;)}function h(t,r){return&quot;generic&quot;===e?[&quot;data.set(&quot;,t,&quot;,&quot;,r,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]=&quot;,r].join(&quot;&quot;)}if(r.push([&quot;function &quot;,n,&quot;(&quot;,i.join(&quot;,&quot;),&quot;){var &quot;,l.join(&quot;,&quot;)].join(&quot;&quot;),&quot;for(i=left+1;i&lt;=right;++i){&quot;,&quot;j=i;ptr+=s0&quot;,&quot;cptr=ptr&quot;),t.length&gt;1){for(r.push(&quot;dptr=0;sptr=ptr&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(&quot;scratch[dptr++]=&quot;,f(&quot;sptr&quot;)),c=0;c&lt;t.length;++c)0!==(d=t[c])&amp;&amp;r.push(&quot;sptr+=d&quot;+d,&quot;}&quot;);for(r.push(&quot;__g:while(j--\\x3eleft){&quot;,&quot;dptr=0&quot;,&quot;sptr=cptr-s0&quot;),c=1;c&lt;t.length;++c)1===c&amp;&amp;r.push(&quot;__l:&quot;),r.push([&quot;for(i&quot;,c,&quot;=0;i&quot;,c,&quot;&lt;n&quot;,c,&quot;;++i&quot;,c,&quot;){&quot;].join(&quot;&quot;));for(r.push([&quot;a=&quot;,f(&quot;sptr&quot;),&quot;\\nb=scratch[dptr]\\nif(a&lt;b){break __g}\\nif(a&gt;b){break __l}&quot;].join(&quot;&quot;)),c=t.length-1;c&gt;=1;--c)r.push(&quot;sptr+=e&quot;+c,&quot;dptr+=f&quot;+c,&quot;}&quot;);for(r.push(&quot;dptr=cptr;sptr=cptr-s0&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(h(&quot;dptr&quot;,f(&quot;sptr&quot;))),c=0;c&lt;t.length;++c)0!==(d=t[c])&amp;&amp;r.push([&quot;dptr+=d&quot;,d,&quot;;sptr+=d&quot;,d].join(&quot;&quot;),&quot;}&quot;);for(r.push(&quot;cptr-=s0\\n}&quot;),r.push(&quot;dptr=cptr;sptr=0&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(h(&quot;dptr&quot;,&quot;scratch[sptr++]&quot;)),c=0;c&lt;t.length;++c){var d;0!==(d=t[c])&amp;&amp;r.push(&quot;dptr+=d&quot;+d,&quot;}&quot;)}}else r.push(&quot;scratch=&quot;+f(&quot;ptr&quot;),&quot;while((j--\\x3eleft)&amp;&amp;(&quot;+f(&quot;cptr-s0&quot;)+&quot;&gt;scratch)){&quot;,h(&quot;cptr&quot;,f(&quot;cptr-s0&quot;)),&quot;cptr-=s0&quot;,&quot;}&quot;,h(&quot;cptr&quot;,&quot;scratch&quot;));return r.push(&quot;}&quot;),t.length&gt;1&amp;&amp;s&amp;&amp;r.push(&quot;free(scratch)&quot;),r.push(&quot;} return &quot;+n),s?new Function(&quot;malloc&quot;,&quot;free&quot;,r.join(&quot;\\n&quot;))(s[0],s[1]):new Function(r.join(&quot;\\n&quot;))()}(t,e),y=function(t,e,r){var n=[&quot;&#x27;use strict&#x27;&quot;],s=[&quot;ndarrayQuickSort&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;),l=[&quot;left&quot;,&quot;right&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length)),u=a(e),c=0;n.push([&quot;function &quot;,s,&quot;(&quot;,l.join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));var f=[&quot;sixth=((right-left+1)/6)|0&quot;,&quot;index1=left+sixth&quot;,&quot;index5=right-sixth&quot;,&quot;index3=(left+right)&gt;&gt;1&quot;,&quot;index2=index3-sixth&quot;,&quot;index4=index3+sixth&quot;,&quot;el1=index1&quot;,&quot;el2=index2&quot;,&quot;el3=index3&quot;,&quot;el4=index4&quot;,&quot;el5=index5&quot;,&quot;less=left+1&quot;,&quot;great=right-1&quot;,&quot;pivots_are_equal=true&quot;,&quot;tmp&quot;,&quot;tmp0&quot;,&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;k&quot;,&quot;ptr0&quot;,&quot;ptr1&quot;,&quot;ptr2&quot;,&quot;comp_pivot1=0&quot;,&quot;comp_pivot2=0&quot;,&quot;comp=0&quot;];if(t.length&gt;1){for(var h=[],d=1;d&lt;t.length;++d)h.push(&quot;n&quot;+d),f.push(&quot;i&quot;+d);for(d=0;d&lt;8;++d)f.push(&quot;b_ptr&quot;+d);f.push(&quot;ptr3&quot;,&quot;ptr4&quot;,&quot;ptr5&quot;,&quot;ptr6&quot;,&quot;ptr7&quot;,&quot;pivot_ptr&quot;,&quot;ptr_shift&quot;,&quot;elementSize=&quot;+h.join(&quot;*&quot;)),u?f.push(&quot;pivot1=malloc(elementSize)&quot;,&quot;pivot2=malloc(elementSize)&quot;):f.push(&quot;pivot1=new Array(elementSize),pivot2=new Array(elementSize)&quot;)}else f.push(&quot;pivot1&quot;,&quot;pivot2&quot;);function p(t){return[&quot;(offset+&quot;,t,&quot;*s0)&quot;].join(&quot;&quot;)}function g(t){return&quot;generic&quot;===e?[&quot;data.get(&quot;,t,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]&quot;].join(&quot;&quot;)}function v(t,r){return&quot;generic&quot;===e?[&quot;data.set(&quot;,t,&quot;,&quot;,r,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]=&quot;,r].join(&quot;&quot;)}function m(e,r,i){if(1===e.length)n.push(&quot;ptr0=&quot;+p(e[0]));else for(var a=0;a&lt;e.length;++a)n.push([&quot;b_ptr&quot;,a,&quot;=s0*&quot;,e[a]].join(&quot;&quot;));for(r&amp;&amp;n.push(&quot;pivot_ptr=0&quot;),n.push(&quot;ptr_shift=offset&quot;),a=t.length-1;a&gt;=0;--a)0!==(o=t[a])&amp;&amp;n.push([&quot;for(i&quot;,o,&quot;=0;i&quot;,o,&quot;&lt;n&quot;,o,&quot;;++i&quot;,o,&quot;){&quot;].join(&quot;&quot;));if(e.length&gt;1)for(a=0;a&lt;e.length;++a)n.push([&quot;ptr&quot;,a,&quot;=b_ptr&quot;,a,&quot;+ptr_shift&quot;].join(&quot;&quot;));for(n.push(i),r&amp;&amp;n.push(&quot;++pivot_ptr&quot;),a=0;a&lt;t.length;++a){var o;0!==(o=t[a])&amp;&amp;(e.length&gt;1?n.push(&quot;ptr_shift+=d&quot;+o):n.push(&quot;ptr0+=d&quot;+o),n.push(&quot;}&quot;))}}function y(e,r,i,a){if(1===r.length)n.push(&quot;ptr0=&quot;+p(r[0]));else{for(var o=0;o&lt;r.length;++o)n.push([&quot;b_ptr&quot;,o,&quot;=s0*&quot;,r[o]].join(&quot;&quot;));n.push(&quot;ptr_shift=offset&quot;)}for(i&amp;&amp;n.push(&quot;pivot_ptr=0&quot;),e&amp;&amp;n.push(e+&quot;:&quot;),o=1;o&lt;t.length;++o)n.push([&quot;for(i&quot;,o,&quot;=0;i&quot;,o,&quot;&lt;n&quot;,o,&quot;;++i&quot;,o,&quot;){&quot;].join(&quot;&quot;));if(r.length&gt;1)for(o=0;o&lt;r.length;++o)n.push([&quot;ptr&quot;,o,&quot;=b_ptr&quot;,o,&quot;+ptr_shift&quot;].join(&quot;&quot;));for(n.push(a),o=t.length-1;o&gt;=1;--o)i&amp;&amp;n.push(&quot;pivot_ptr+=f&quot;+o),r.length&gt;1?n.push(&quot;ptr_shift+=e&quot;+o):n.push(&quot;ptr0+=e&quot;+o),n.push(&quot;}&quot;)}function b(){t.length&gt;1&amp;&amp;u&amp;&amp;n.push(&quot;free(pivot1)&quot;,&quot;free(pivot2)&quot;)}function x(e,r){var i=&quot;el&quot;+e,a=&quot;el&quot;+r;if(t.length&gt;1){var o=&quot;__l&quot;+ ++c;y(o,[i,a],!1,[&quot;comp=&quot;,g(&quot;ptr0&quot;),&quot;-&quot;,g(&quot;ptr1&quot;),&quot;\\n&quot;,&quot;if(comp&gt;0){tmp0=&quot;,i,&quot;;&quot;,i,&quot;=&quot;,a,&quot;;&quot;,a,&quot;=tmp0;break &quot;,o,&quot;}\\n&quot;,&quot;if(comp&lt;0){break &quot;,o,&quot;}&quot;].join(&quot;&quot;))}else n.push([&quot;if(&quot;,g(p(i)),&quot;&gt;&quot;,g(p(a)),&quot;){tmp0=&quot;,i,&quot;;&quot;,i,&quot;=&quot;,a,&quot;;&quot;,a,&quot;=tmp0}&quot;].join(&quot;&quot;))}function _(e,r){t.length&gt;1?m([e,r],!1,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;))):n.push(v(p(e),g(p(r))))}function w(e,r,i){if(t.length&gt;1){var a=&quot;__l&quot;+ ++c;y(a,[r],!0,[e,&quot;=&quot;,g(&quot;ptr0&quot;),&quot;-pivot&quot;,i,&quot;[pivot_ptr]\\n&quot;,&quot;if(&quot;,e,&quot;!==0){break &quot;,a,&quot;}&quot;].join(&quot;&quot;))}else n.push([e,&quot;=&quot;,g(p(r)),&quot;-pivot&quot;,i].join(&quot;&quot;))}function A(e,r){t.length&gt;1?m([e,r],!1,[&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,&quot;tmp&quot;)].join(&quot;&quot;)):n.push([&quot;ptr0=&quot;,p(e),&quot;\\n&quot;,&quot;ptr1=&quot;,p(r),&quot;\\n&quot;,&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,&quot;tmp&quot;)].join(&quot;&quot;))}function M(e,r,i){t.length&gt;1?(m([e,r,i],!1,[&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,g(&quot;ptr2&quot;)),&quot;\\n&quot;,v(&quot;ptr2&quot;,&quot;tmp&quot;)].join(&quot;&quot;)),n.push(&quot;++&quot;+r,&quot;--&quot;+i)):n.push([&quot;ptr0=&quot;,p(e),&quot;\\n&quot;,&quot;ptr1=&quot;,p(r),&quot;\\n&quot;,&quot;ptr2=&quot;,p(i),&quot;\\n&quot;,&quot;++&quot;,r,&quot;\\n&quot;,&quot;--&quot;,i,&quot;\\n&quot;,&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,g(&quot;ptr2&quot;)),&quot;\\n&quot;,v(&quot;ptr2&quot;,&quot;tmp&quot;)].join(&quot;&quot;))}function T(t,e){A(t,e),n.push(&quot;--&quot;+e)}function k(e,r,i){t.length&gt;1?m([e,r],!0,[v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,[&quot;pivot&quot;,i,&quot;[pivot_ptr]&quot;].join(&quot;&quot;))].join(&quot;&quot;)):n.push(v(p(e),g(p(r))),v(p(r),&quot;pivot&quot;+i))}function E(e,r){n.push([&quot;if((&quot;,r,&quot;-&quot;,e,&quot;)&lt;=&quot;,i,&quot;){\\n&quot;,&quot;insertionSort(&quot;,e,&quot;,&quot;,r,&quot;,data,offset,&quot;,o(t.length).join(&quot;,&quot;),&quot;)\\n&quot;,&quot;}else{\\n&quot;,s,&quot;(&quot;,e,&quot;,&quot;,r,&quot;,data,offset,&quot;,o(t.length).join(&quot;,&quot;),&quot;)\\n&quot;,&quot;}&quot;].join(&quot;&quot;))}function L(e,r,i){t.length&gt;1?(n.push([&quot;__l&quot;,++c,&quot;:while(true){&quot;].join(&quot;&quot;)),m([e],!0,[&quot;if(&quot;,g(&quot;ptr0&quot;),&quot;!==pivot&quot;,r,&quot;[pivot_ptr]){break __l&quot;,c,&quot;}&quot;].join(&quot;&quot;)),n.push(i,&quot;}&quot;)):n.push([&quot;while(&quot;,g(p(e)),&quot;===pivot&quot;,r,&quot;){&quot;,i,&quot;}&quot;].join(&quot;&quot;))}return n.push(&quot;var &quot;+f.join(&quot;,&quot;)),x(1,2),x(4,5),x(1,3),x(2,3),x(1,4),x(3,4),x(2,5),x(2,3),x(4,5),t.length&gt;1?m([&quot;el1&quot;,&quot;el2&quot;,&quot;el3&quot;,&quot;el4&quot;,&quot;el5&quot;,&quot;index1&quot;,&quot;index3&quot;,&quot;index5&quot;],!0,[&quot;pivot1[pivot_ptr]=&quot;,g(&quot;ptr1&quot;),&quot;\\n&quot;,&quot;pivot2[pivot_ptr]=&quot;,g(&quot;ptr3&quot;),&quot;\\n&quot;,&quot;pivots_are_equal=pivots_are_equal&amp;&amp;(pivot1[pivot_ptr]===pivot2[pivot_ptr])\\n&quot;,&quot;x=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,&quot;y=&quot;,g(&quot;ptr2&quot;),&quot;\\n&quot;,&quot;z=&quot;,g(&quot;ptr4&quot;),&quot;\\n&quot;,v(&quot;ptr5&quot;,&quot;x&quot;),&quot;\\n&quot;,v(&quot;ptr6&quot;,&quot;y&quot;),&quot;\\n&quot;,v(&quot;ptr7&quot;,&quot;z&quot;)].join(&quot;&quot;)):n.push([&quot;pivot1=&quot;,g(p(&quot;el2&quot;)),&quot;\\n&quot;,&quot;pivot2=&quot;,g(p(&quot;el4&quot;)),&quot;\\n&quot;,&quot;pivots_are_equal=pivot1===pivot2\\n&quot;,&quot;x=&quot;,g(p(&quot;el1&quot;)),&quot;\\n&quot;,&quot;y=&quot;,g(p(&quot;el3&quot;)),&quot;\\n&quot;,&quot;z=&quot;,g(p(&quot;el5&quot;)),&quot;\\n&quot;,v(p(&quot;index1&quot;),&quot;x&quot;),&quot;\\n&quot;,v(p(&quot;index3&quot;),&quot;y&quot;),&quot;\\n&quot;,v(p(&quot;index5&quot;),&quot;z&quot;)].join(&quot;&quot;)),_(&quot;index2&quot;,&quot;left&quot;),_(&quot;index4&quot;,&quot;right&quot;),n.push(&quot;if(pivots_are_equal){&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp&quot;,&quot;k&quot;,1),n.push(&quot;if(comp===0){continue}&quot;),n.push(&quot;if(comp&lt;0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&gt;0){&quot;),n.push(&quot;great--&quot;),n.push(&quot;}else if(comp&lt;0){&quot;),M(&quot;k&quot;,&quot;less&quot;,&quot;great&quot;),n.push(&quot;break&quot;),n.push(&quot;}else{&quot;),T(&quot;k&quot;,&quot;great&quot;),n.push(&quot;break&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}else{&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp_pivot1&quot;,&quot;k&quot;,1),n.push(&quot;if(comp_pivot1&lt;0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),w(&quot;comp_pivot2&quot;,&quot;k&quot;,2),n.push(&quot;if(comp_pivot2&gt;0){&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,2),n.push(&quot;if(comp&gt;0){&quot;),n.push(&quot;if(--great&lt;k){break}&quot;),n.push(&quot;continue&quot;),n.push(&quot;}else{&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&lt;0){&quot;),M(&quot;k&quot;,&quot;less&quot;,&quot;great&quot;),n.push(&quot;}else{&quot;),T(&quot;k&quot;,&quot;great&quot;),n.push(&quot;}&quot;),n.push(&quot;break&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),k(&quot;left&quot;,&quot;(less-1)&quot;,1),k(&quot;right&quot;,&quot;(great+1)&quot;,2),E(&quot;left&quot;,&quot;(less-2)&quot;),E(&quot;(great+2)&quot;,&quot;right&quot;),n.push(&quot;if(pivots_are_equal){&quot;),b(),n.push(&quot;return&quot;),n.push(&quot;}&quot;),n.push(&quot;if(less&lt;index1&amp;&amp;great&gt;index5){&quot;),L(&quot;less&quot;,1,&quot;++less&quot;),L(&quot;great&quot;,2,&quot;--great&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp_pivot1&quot;,&quot;k&quot;,1),n.push(&quot;if(comp_pivot1===0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),w(&quot;comp_pivot2&quot;,&quot;k&quot;,2),n.push(&quot;if(comp_pivot2===0){&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,2),n.push(&quot;if(comp===0){&quot;),n.push(&quot;if(--great&lt;k){break}&quot;),n.push(&quot;continue&quot;),n.push(&quot;}else{&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&lt;0){&quot;),M(&quot;k&quot;,&quot;less&quot;,&quot;great&quot;),n.push(&quot;}else{&quot;),T(&quot;k&quot;,&quot;great&quot;),n.push(&quot;}&quot;),n.push(&quot;break&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),b(),E(&quot;less&quot;,&quot;great&quot;),n.push(&quot;}return &quot;+s),t.length&gt;1&amp;&amp;u?new Function(&quot;insertionSort&quot;,&quot;malloc&quot;,&quot;free&quot;,n.join(&quot;\\n&quot;))(r,u[0],u[1]):new Function(&quot;insertionSort&quot;,n.join(&quot;\\n&quot;))(r)}(t,e,m);return v(m,y)}},{&quot;typedarray-pool&quot;:348}],284:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/compile_sort.js&quot;),i={};e.exports=function(t){var e=t.order,r=t.dtype,a=[e,r].join(&quot;:&quot;),o=i[a];return o||(i[a]=o=n(e,r)),o(t),t}},{&quot;./lib/compile_sort.js&quot;:283}],285:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray-linear-interpolate&quot;),i=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=new Array(_inline_39_arg4_)}&quot;,args:[{name:&quot;_inline_39_arg0_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg1_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg2_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg3_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_40_arg2_(this_warped,_inline_40_arg0_),_inline_40_arg1_=_inline_40_arg3_.apply(void 0,this_warped)}&quot;,args:[{name:&quot;_inline_40_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_40_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_40_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_40_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_40_arg4_&quot;,lvalue:!1,rvalue:!1,count:0}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warpND&quot;,blockSize:64}),a=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=[0]}&quot;,args:[],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_43_arg2_(this_warped,_inline_43_arg0_),_inline_43_arg1_=_inline_43_arg3_(_inline_43_arg4_,this_warped[0])}&quot;,args:[{name:&quot;_inline_43_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_43_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_43_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_43_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_43_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warp1D&quot;,blockSize:64}),o=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=[0,0]}&quot;,args:[],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_46_arg2_(this_warped,_inline_46_arg0_),_inline_46_arg1_=_inline_46_arg3_(_inline_46_arg4_,this_warped[0],this_warped[1])}&quot;,args:[{name:&quot;_inline_46_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_46_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_46_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_46_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_46_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warp2D&quot;,blockSize:64}),s=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=[0,0,0]}&quot;,args:[],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_49_arg2_(this_warped,_inline_49_arg0_),_inline_49_arg1_=_inline_49_arg3_(_inline_49_arg4_,this_warped[0],this_warped[1],this_warped[2])}&quot;,args:[{name:&quot;_inline_49_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_49_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_49_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_49_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_49_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warp3D&quot;,blockSize:64});e.exports=function(t,e,r){switch(e.shape.length){case 1:a(t,r,n.d1,e);break;case 2:o(t,r,n.d2,e);break;case 3:s(t,r,n.d3,e);break;default:i(t,r,n.bind(void 0,e),e.shape.length)}return t}},{&quot;cwise/lib/wrapper&quot;:80,&quot;ndarray-linear-interpolate&quot;:279}],286:[function(t,e,r){var n=t(&quot;iota-array&quot;),i=t(&quot;is-buffer&quot;),a=&quot;undefined&quot;!=typeof Float64Array;function o(t,e){return t[0]-e[0]}function s(){var t,e=this.stride,r=new Array(e.length);for(t=0;t&lt;r.length;++t)r[t]=[Math.abs(e[t]),t];r.sort(o);var n=new Array(r.length);for(t=0;t&lt;n.length;++t)n[t]=r[t][1];return n}function l(t,e){var r=[&quot;View&quot;,e,&quot;d&quot;,t].join(&quot;&quot;);e&lt;0&amp;&amp;(r=&quot;View_Nil&quot;+t);var i=&quot;generic&quot;===t;if(-1===e){var a=&quot;function &quot;+r+&quot;(a){this.data=a;};var proto=&quot;+r+&quot;.prototype;proto.dtype=&#x27;&quot;+t+&quot;&#x27;;proto.index=function(){return -1};proto.size=0;proto.dimension=-1;proto.shape=proto.stride=proto.order=[];proto.lo=proto.hi=proto.transpose=proto.step=function(){return new &quot;+r+&quot;(this.data);};proto.get=proto.set=function(){};proto.pick=function(){return null};return function construct_&quot;+r+&quot;(a){return new &quot;+r+&quot;(a);}&quot;;return new Function(a)()}if(0===e){a=&quot;function &quot;+r+&quot;(a,d) {this.data = a;this.offset = d};var proto=&quot;+r+&quot;.prototype;proto.dtype=&#x27;&quot;+t+&quot;&#x27;;proto.index=function(){return this.offset};proto.dimension=0;proto.size=1;proto.shape=proto.stride=proto.order=[];proto.lo=proto.hi=proto.transpose=proto.step=function &quot;+r+&quot;_copy() {return new &quot;+r+&quot;(this.data,this.offset)};proto.pick=function &quot;+r+&quot;_pick(){return TrivialArray(this.data);};proto.valueOf=proto.get=function &quot;+r+&quot;_get(){return &quot;+(i?&quot;this.data.get(this.offset)&quot;:&quot;this.data[this.offset]&quot;)+&quot;};proto.set=function &quot;+r+&quot;_set(v){return &quot;+(i?&quot;this.data.set(this.offset,v)&quot;:&quot;this.data[this.offset]=v&quot;)+&quot;};return function construct_&quot;+r+&quot;(a,b,c,d){return new &quot;+r+&quot;(a,d)}&quot;;return new Function(&quot;TrivialArray&quot;,a)(u[t][0])}a=[&quot;&#x27;use strict&#x27;&quot;];var o=n(e),l=o.map(function(t){return&quot;i&quot;+t}),c=&quot;this.offset+&quot;+o.map(function(t){return&quot;this.stride[&quot;+t+&quot;]*i&quot;+t}).join(&quot;+&quot;),f=o.map(function(t){return&quot;b&quot;+t}).join(&quot;,&quot;),h=o.map(function(t){return&quot;c&quot;+t}).join(&quot;,&quot;);a.push(&quot;function &quot;+r+&quot;(a,&quot;+f+&quot;,&quot;+h+&quot;,d){this.data=a&quot;,&quot;this.shape=[&quot;+f+&quot;]&quot;,&quot;this.stride=[&quot;+h+&quot;]&quot;,&quot;this.offset=d|0}&quot;,&quot;var proto=&quot;+r+&quot;.prototype&quot;,&quot;proto.dtype=&#x27;&quot;+t+&quot;&#x27;&quot;,&quot;proto.dimension=&quot;+e),a.push(&quot;Object.defineProperty(proto,&#x27;size&#x27;,{get:function &quot;+r+&quot;_size(){return &quot;+o.map(function(t){return&quot;this.shape[&quot;+t+&quot;]&quot;}).join(&quot;*&quot;),&quot;}})&quot;),1===e?a.push(&quot;proto.order=[0]&quot;):(a.push(&quot;Object.defineProperty(proto,&#x27;order&#x27;,{get:&quot;),e&lt;4?(a.push(&quot;function &quot;+r+&quot;_order(){&quot;),2===e?a.push(&quot;return (Math.abs(this.stride[0])&gt;Math.abs(this.stride[1]))?[1,0]:[0,1]}})&quot;):3===e&amp;&amp;a.push(&quot;var s0=Math.abs(this.stride[0]),s1=Math.abs(this.stride[1]),s2=Math.abs(this.stride[2]);if(s0&gt;s1){if(s1&gt;s2){return [2,1,0];}else if(s0&gt;s2){return [1,2,0];}else{return [1,0,2];}}else if(s0&gt;s2){return [2,0,1];}else if(s2&gt;s1){return [0,1,2];}else{return [0,2,1];}}})&quot;)):a.push(&quot;ORDER})&quot;)),a.push(&quot;proto.set=function &quot;+r+&quot;_set(&quot;+l.join(&quot;,&quot;)+&quot;,v){&quot;),i?a.push(&quot;return this.data.set(&quot;+c+&quot;,v)}&quot;):a.push(&quot;return this.data[&quot;+c+&quot;]=v}&quot;),a.push(&quot;proto.get=function &quot;+r+&quot;_get(&quot;+l.join(&quot;,&quot;)+&quot;){&quot;),i?a.push(&quot;return this.data.get(&quot;+c+&quot;)}&quot;):a.push(&quot;return this.data[&quot;+c+&quot;]}&quot;),a.push(&quot;proto.index=function &quot;+r+&quot;_index(&quot;,l.join(),&quot;){return &quot;+c+&quot;}&quot;),a.push(&quot;proto.hi=function &quot;+r+&quot;_hi(&quot;+l.join(&quot;,&quot;)+&quot;){return new &quot;+r+&quot;(this.data,&quot;+o.map(function(t){return[&quot;(typeof i&quot;,t,&quot;!==&#x27;number&#x27;||i&quot;,t,&quot;&lt;0)?this.shape[&quot;,t,&quot;]:i&quot;,t,&quot;|0&quot;].join(&quot;&quot;)}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;this.stride[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,this.offset)}&quot;);var d=o.map(function(t){return&quot;a&quot;+t+&quot;=this.shape[&quot;+t+&quot;]&quot;}),p=o.map(function(t){return&quot;c&quot;+t+&quot;=this.stride[&quot;+t+&quot;]&quot;});a.push(&quot;proto.lo=function &quot;+r+&quot;_lo(&quot;+l.join(&quot;,&quot;)+&quot;){var b=this.offset,d=0,&quot;+d.join(&quot;,&quot;)+&quot;,&quot;+p.join(&quot;,&quot;));for(var g=0;g&lt;e;++g)a.push(&quot;if(typeof i&quot;+g+&quot;===&#x27;number&#x27;&amp;&amp;i&quot;+g+&quot;&gt;=0){d=i&quot;+g+&quot;|0;b+=c&quot;+g+&quot;*d;a&quot;+g+&quot;-=d}&quot;);a.push(&quot;return new &quot;+r+&quot;(this.data,&quot;+o.map(function(t){return&quot;a&quot;+t}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;c&quot;+t}).join(&quot;,&quot;)+&quot;,b)}&quot;),a.push(&quot;proto.step=function &quot;+r+&quot;_step(&quot;+l.join(&quot;,&quot;)+&quot;){var &quot;+o.map(function(t){return&quot;a&quot;+t+&quot;=this.shape[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;b&quot;+t+&quot;=this.stride[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,c=this.offset,d=0,ceil=Math.ceil&quot;);for(g=0;g&lt;e;++g)a.push(&quot;if(typeof i&quot;+g+&quot;===&#x27;number&#x27;){d=i&quot;+g+&quot;|0;if(d&lt;0){c+=b&quot;+g+&quot;*(a&quot;+g+&quot;-1);a&quot;+g+&quot;=ceil(-a&quot;+g+&quot;/d)}else{a&quot;+g+&quot;=ceil(a&quot;+g+&quot;/d)}b&quot;+g+&quot;*=d}&quot;);a.push(&quot;return new &quot;+r+&quot;(this.data,&quot;+o.map(function(t){return&quot;a&quot;+t}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;b&quot;+t}).join(&quot;,&quot;)+&quot;,c)}&quot;);var v=new Array(e),m=new Array(e);for(g=0;g&lt;e;++g)v[g]=&quot;a[i&quot;+g+&quot;]&quot;,m[g]=&quot;b[i&quot;+g+&quot;]&quot;;a.push(&quot;proto.transpose=function &quot;+r+&quot;_transpose(&quot;+l+&quot;){&quot;+l.map(function(t,e){return t+&quot;=(&quot;+t+&quot;===undefined?&quot;+e+&quot;:&quot;+t+&quot;|0)&quot;}).join(&quot;;&quot;),&quot;var a=this.shape,b=this.stride;return new &quot;+r+&quot;(this.data,&quot;+v.join(&quot;,&quot;)+&quot;,&quot;+m.join(&quot;,&quot;)+&quot;,this.offset)}&quot;),a.push(&quot;proto.pick=function &quot;+r+&quot;_pick(&quot;+l+&quot;){var a=[],b=[],c=this.offset&quot;);for(g=0;g&lt;e;++g)a.push(&quot;if(typeof i&quot;+g+&quot;===&#x27;number&#x27;&amp;&amp;i&quot;+g+&quot;&gt;=0){c=(c+this.stride[&quot;+g+&quot;]*i&quot;+g+&quot;)|0}else{a.push(this.shape[&quot;+g+&quot;]);b.push(this.stride[&quot;+g+&quot;])}&quot;);return a.push(&quot;var ctor=CTOR_LIST[a.length+1];return ctor(this.data,a,b,c)}&quot;),a.push(&quot;return function construct_&quot;+r+&quot;(data,shape,stride,offset){return new &quot;+r+&quot;(data,&quot;+o.map(function(t){return&quot;shape[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;stride[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,offset)}&quot;),new Function(&quot;CTOR_LIST&quot;,&quot;ORDER&quot;,a.join(&quot;\\n&quot;))(u[t],s)}var u={float32:[],float64:[],int8:[],int16:[],int32:[],uint8:[],uint16:[],uint32:[],array:[],uint8_clamped:[],buffer:[],generic:[]};e.exports=function(t,e,r,n){if(void 0===t)return(0,u.array[0])([]);&quot;number&quot;==typeof t&amp;&amp;(t=[t]),void 0===e&amp;&amp;(e=[t.length]);var o=e.length;if(void 0===r){r=new Array(o);for(var s=o-1,c=1;s&gt;=0;--s)r[s]=c,c*=e[s]}if(void 0===n)for(n=0,s=0;s&lt;o;++s)r[s]&lt;0&amp;&amp;(n-=(e[s]-1)*r[s]);for(var f=function(t){if(i(t))return&quot;buffer&quot;;if(a)switch(Object.prototype.toString.call(t)){case&quot;[object Float64Array]&quot;:return&quot;float64&quot;;case&quot;[object Float32Array]&quot;:return&quot;float32&quot;;case&quot;[object Int8Array]&quot;:return&quot;int8&quot;;case&quot;[object Int16Array]&quot;:return&quot;int16&quot;;case&quot;[object Int32Array]&quot;:return&quot;int32&quot;;case&quot;[object Uint8Array]&quot;:return&quot;uint8&quot;;case&quot;[object Uint16Array]&quot;:return&quot;uint16&quot;;case&quot;[object Uint32Array]&quot;:return&quot;uint32&quot;;case&quot;[object Uint8ClampedArray]&quot;:return&quot;uint8_clamped&quot;}return Array.isArray(t)?&quot;array&quot;:&quot;generic&quot;}(t),h=u[f];h.length&lt;=o+1;)h.push(l(f,h.length-1));return(0,h[o+1])(t,e,r,n)}},{&quot;iota-array&quot;:257,&quot;is-buffer&quot;:259}],287:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;double-bits&quot;),i=Math.pow(2,-1074),a=-1&gt;&gt;&gt;0;e.exports=function(t,e){if(isNaN(t)||isNaN(e))return NaN;if(t===e)return t;if(0===t)return e&lt;0?-i:i;var r=n.hi(t),o=n.lo(t);e&gt;t==t&gt;0?o===a?(r+=1,o=0):o+=1:0===o?(o=a,r-=1):o-=1;return n.pack(o,r)}},{&quot;double-bits&quot;:84}],288:[function(t,e,r){r.vertexNormals=function(t,e,r){for(var n=e.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o&lt;n;++o)i[o]=[0,0,0];for(o=0;o&lt;t.length;++o)for(var s=t[o],l=0,u=s[s.length-1],c=s[0],f=0;f&lt;s.length;++f){l=u,u=c,c=s[(f+1)%s.length];for(var h=e[l],d=e[u],p=e[c],g=new Array(3),v=0,m=new Array(3),y=0,b=0;b&lt;3;++b)g[b]=h[b]-d[b],v+=g[b]*g[b],m[b]=p[b]-d[b],y+=m[b]*m[b];if(v*y&gt;a){var x=i[u],_=1/Math.sqrt(v*y);for(b=0;b&lt;3;++b){var w=(b+1)%3,A=(b+2)%3;x[b]+=_*(m[w]*g[A]-m[A]*g[w])}}}for(o=0;o&lt;n;++o){x=i[o];var M=0;for(b=0;b&lt;3;++b)M+=x[b]*x[b];if(M&gt;a)for(_=1/Math.sqrt(M),b=0;b&lt;3;++b)x[b]*=_;else for(b=0;b&lt;3;++b)x[b]=0}return i},r.faceNormals=function(t,e,r){for(var n=t.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o&lt;n;++o){for(var s=t[o],l=new Array(3),u=0;u&lt;3;++u)l[u]=e[s[u]];var c=new Array(3),f=new Array(3);for(u=0;u&lt;3;++u)c[u]=l[1][u]-l[0][u],f[u]=l[2][u]-l[0][u];var h=new Array(3),d=0;for(u=0;u&lt;3;++u){var p=(u+1)%3,g=(u+2)%3;h[u]=c[p]*f[g]-c[g]*f[p],d+=h[u]*h[u]}d=d&gt;a?1/Math.sqrt(d):0;for(u=0;u&lt;3;++u)h[u]*=d;i[o]=h}return i}},{}],289:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i,a,o,s,l,u){var c=e+a+u;if(f&gt;0){var f=Math.sqrt(c+1);t[0]=.5*(o-l)/f,t[1]=.5*(s-n)/f,t[2]=.5*(r-a)/f,t[3]=.5*f}else{var h=Math.max(e,a,u),f=Math.sqrt(2*h-c+1);e&gt;=h?(t[0]=.5*f,t[1]=.5*(i+r)/f,t[2]=.5*(s+n)/f,t[3]=.5*(o-l)/f):a&gt;=h?(t[0]=.5*(r+i)/f,t[1]=.5*f,t[2]=.5*(l+o)/f,t[3]=.5*(s-n)/f):(t[0]=.5*(n+s)/f,t[1]=.5*(o+l)/f,t[2]=.5*f,t[3]=.5*(r-i)/f)}return t}},{}],290:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),c(r=[].slice.call(r,0,4),r);var i=new f(r,e,Math.log(n));i.setDistanceLimits(t.zoomMin,t.zoomMax),(&quot;eye&quot;in t||&quot;up&quot;in t)&amp;&amp;i.lookAt(0,t.eye,t.center,t.up);return i};var n=t(&quot;filtered-vector&quot;),i=t(&quot;gl-mat4/lookAt&quot;),a=t(&quot;gl-mat4/fromQuat&quot;),o=t(&quot;gl-mat4/invert&quot;),s=t(&quot;./lib/quatFromFrame&quot;);function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function u(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function c(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=u(r,n,i,a);o&gt;1e-6?(t[0]=r/o,t[1]=n/o,t[2]=i/o,t[3]=a/o):(t[0]=t[1]=t[2]=0,t[3]=1)}function f(t,e,r){this.radius=n([r]),this.center=n(e),this.rotation=n(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}var h=f.prototype;h.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},h.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;c(e,e);var r=this.computedMatrix;a(r,e);var n=this.computedCenter,i=this.computedEye,o=this.computedUp,s=Math.exp(this.computedRadius[0]);i[0]=n[0]+s*r[2],i[1]=n[1]+s*r[6],i[2]=n[2]+s*r[10],o[0]=r[1],o[1]=r[5],o[2]=r[9];for(var l=0;l&lt;3;++l){for(var u=0,f=0;f&lt;3;++f)u+=r[l+4*f]*i[f];r[12+l]=-u}},h.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n&lt;16;++n)e[n]=r[n];return e}return r},h.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},h.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},h.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=i[1],o=i[5],s=i[9],u=l(a,o,s);a/=u,o/=u,s/=u;var c=i[0],f=i[4],h=i[8],d=c*a+f*o+h*s,p=l(c-=a*d,f-=o*d,h-=s*d);c/=p,f/=p,h/=p;var g=i[2],v=i[6],m=i[10],y=g*a+v*o+m*s,b=g*c+v*f+m*h,x=l(g-=y*a+b*c,v-=y*o+b*f,m-=y*s+b*h);g/=x,v/=x,m/=x;var _=c*e+a*r,w=f*e+o*r,A=h*e+s*r;this.center.move(t,_,w,A);var M=Math.exp(this.computedRadius[0]);M=Math.max(1e-4,M+n),this.radius.set(t,Math.log(M))},h.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var i=this.computedMatrix,a=i[0],o=i[4],s=i[8],c=i[1],f=i[5],h=i[9],d=i[2],p=i[6],g=i[10],v=e*a+r*c,m=e*o+r*f,y=e*s+r*h,b=-(p*y-g*m),x=-(g*v-d*y),_=-(d*m-p*v),w=Math.sqrt(Math.max(0,1-Math.pow(b,2)-Math.pow(x,2)-Math.pow(_,2))),A=u(b,x,_,w);A&gt;1e-6?(b/=A,x/=A,_/=A,w/=A):(b=x=_=0,w=1);var M=this.computedRotation,T=M[0],k=M[1],E=M[2],L=M[3],S=T*w+L*b+k*_-E*x,C=k*w+L*x+E*b-T*_,O=E*w+L*_+T*x-k*b,R=L*w-T*b-k*x-E*_;if(n){b=d,x=p,_=g;var P=Math.sin(n)/l(b,x,_);b*=P,x*=P,_*=P,R=R*(w=Math.cos(e))-(S=S*w+R*b+C*_-O*x)*b-(C=C*w+R*x+O*b-S*_)*x-(O=O*w+R*_+S*x-C*b)*_}var z=u(S,C,O,R);z&gt;1e-6?(S/=z,C/=z,O/=z,R/=z):(S=C=O=0,R=1),this.rotation.set(t,S,C,O,R)},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]),c(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,u=0;u&lt;3;++u)l+=Math.pow(r[u]-e[u],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]),c(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)&gt;1e-6){var a=n[12]/i,l=n[13]/i,u=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,u-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e&gt;0&amp;&amp;this.radius.set(t,Math.log(e))},h.setDistanceLimits=function(t,e){t=t&gt;0?Math.log(t):-1/0,e=e&gt;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&amp;&amp;this.center.set(e,r[0],r[1],r[2]);var n=t.rotation;n&amp;&amp;this.rotation.set(e,n[0],n[1],n[2],n[3]);var i=t.distance;i&amp;&amp;i&gt;0&amp;&amp;this.radius.set(e,Math.log(i)),this.setDistanceLimits(t.zoomMin,t.zoomMax)}},{&quot;./lib/quatFromFrame&quot;:289,&quot;filtered-vector&quot;:91,&quot;gl-mat4/fromQuat&quot;:121,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/lookAt&quot;:125}],291:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;repeat-string&quot;);e.exports=function(t,e,r){return n(r=&quot;undefined&quot;!=typeof r?r+&quot;&quot;:&quot; &quot;,e)+t}},{&quot;repeat-string&quot;:315}],292:[function(t,e,r){e.exports=function(t,e){e||(e=[0,&quot;&quot;]),t=String(t);var r=parseFloat(t,10);return e[0]=r,e[1]=t.match(/[\\d.\\-\\+]*\\s*(.*)/)[1]||&quot;&quot;,e}},{}],293:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(e&lt;n){for(var r=1,a=0;a&lt;e;++a)for(var o=0;o&lt;a;++o)if(t[a]&lt;t[o])r=-r;else if(t[a]===t[o])return 0;return r}for(var s=i.mallocUint8(e),a=0;a&lt;e;++a)s[a]=0;for(var r=1,a=0;a&lt;e;++a)if(!s[a]){var l=1;s[a]=1;for(var o=t[a];o!==a;o=t[o]){if(s[o])return i.freeUint8(s),0;l+=1,s[o]=1}1&amp;l||(r=-r)}return i.freeUint8(s),r};var n=32,i=t(&quot;typedarray-pool&quot;)},{&quot;typedarray-pool&quot;:348}],294:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=t(&quot;invert-permutation&quot;);r.rank=function(t){var e=t.length;switch(e){case 0:case 1:return 0;case 2:return t[1]}var r,a,o,s=n.mallocUint32(e),l=n.mallocUint32(e),u=0;for(i(t,l),o=0;o&lt;e;++o)s[o]=t[o];for(o=e-1;o&gt;0;--o)a=l[o],r=s[o],s[o]=s[a],s[a]=r,l[o]=l[r],l[r]=a,u=(u+r)*o;return n.freeUint32(l),n.freeUint32(s),u},r.unrank=function(t,e,r){switch(t){case 0:return r||[];case 1:return r?(r[0]=0,r):[0];case 2:return r?(e?(r[0]=0,r[1]=1):(r[0]=1,r[1]=0),r):e?[0,1]:[1,0]}var n,i,a,o=1;for((r=r||new Array(t))[0]=0,a=1;a&lt;t;++a)r[a]=a,o=o*a|0;for(a=t-1;a&gt;0;--a)e=e-(n=e/o|0)*o|0,o=o/a|0,i=0|r[a],r[a]=0|r[n],r[n]=0|i;return r}},{&quot;invert-permutation&quot;:256,&quot;typedarray-pool&quot;:348}],295:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r=0|e.length,i=t.length,a=[new Array(r),new Array(r)],o=0;o&lt;r;++o)a[0][o]=[],a[1][o]=[];for(var o=0;o&lt;i;++o){var s=t[o];a[0][s[0]].push(s),a[1][s[1]].push(s)}for(var l=[],o=0;o&lt;r;++o)a[0][o].length+a[1][o].length===0&amp;&amp;l.push([o]);function u(t,e){var r=a[e][t[e]];r.splice(r.indexOf(t),1)}function c(t,r,i){for(var o,s,l,c=0;c&lt;2;++c)if(a[c][r].length&gt;0){o=a[c][r][0],l=c;break}s=o[1^l];for(var f=0;f&lt;2;++f)for(var h=a[f][r],d=0;d&lt;h.length;++d){var p=h[d],g=p[1^f],v=n(e[t],e[r],e[s],e[g]);v&gt;0&amp;&amp;(o=p,s=g,l=f)}return i?s:(o&amp;&amp;u(o,l),s)}function f(t,r){var i=a[r][t][0],o=[t];u(i,r);for(var s=i[1^r];;){for(;s!==t;)o.push(s),s=c(o[o.length-2],s,!1);if(a[0][t].length+a[1][t].length===0)break;var l=o[o.length-1],f=t,h=o[1],d=c(l,f,!0);if(n(e[l],e[f],e[h],e[d])&lt;0)break;o.push(t),s=c(l,f)}return o}function h(t,e){return e[1]===e[e.length-1]}for(var o=0;o&lt;r;++o)for(var d=0;d&lt;2;++d){for(var p=[];a[d][o].length&gt;0;){a[0][o].length;var g=f(o,d);h(p,g)?p.push.apply(p,g):(p.length&gt;0&amp;&amp;l.push(p),p=g)}p.length&gt;0&amp;&amp;l.push(p)}return l};var n=t(&quot;compare-angle&quot;)},{&quot;compare-angle&quot;:69}],296:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r=n(t,e.length),i=new Array(e.length),a=new Array(e.length),o=[],s=0;s&lt;e.length;++s){var l=r[s].length;a[s]=l,i[s]=!0,l&lt;=1&amp;&amp;o.push(s)}for(;o.length&gt;0;){var u=o.pop();i[u]=!1;for(var c=r[u],s=0;s&lt;c.length;++s){var f=c[s];0==--a[f]&amp;&amp;o.push(f)}}for(var h=new Array(e.length),d=[],s=0;s&lt;e.length;++s)if(i[s]){var u=d.length;h[s]=u,d.push(e[s])}else h[s]=-1;for(var p=[],s=0;s&lt;t.length;++s){var g=t[s];i[g[0]]&amp;&amp;i[g[1]]&amp;&amp;p.push([h[g[0]],h[g[1]]])}return[p,d]};var n=t(&quot;edges-to-adjacency-list&quot;)},{&quot;edges-to-adjacency-list&quot;:87}],297:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=u(t,e);t=r[0];for(var f=(e=r[1]).length,h=(t.length,n(t,e.length)),d=0;d&lt;f;++d)if(h[d].length%2==1)throw new Error(&quot;planar-graph-to-polyline: graph must be manifold&quot;);var p=i(t,e);for(var g=(p=p.filter(function(t){for(var r=t.length,n=[0],i=0;i&lt;r;++i){var a=e[t[i]],l=e[t[(i+1)%r]],u=o(-a[0],a[1]),c=o(-a[0],l[1]),f=o(l[0],a[1]),h=o(l[0],l[1]);n=s(n,s(s(u,c),s(f,h)))}return n[n.length-1]&gt;0})).length,v=new Array(g),m=new Array(g),d=0;d&lt;g;++d){v[d]=d;var y=new Array(g),b=p[d].map(function(t){return e[t]}),x=a([b]),_=0;t:for(var w=0;w&lt;g;++w)if(y[w]=0,d!==w){for(var A=p[w],M=A.length,T=0;T&lt;M;++T){var k=x(e[A[T]]);if(0!==k){k&lt;0&amp;&amp;(y[w]=1,_+=1);continue t}}y[w]=1,_+=1}m[d]=[_,d,y]}m.sort(function(t,e){return e[0]-t[0]});for(var d=0;d&lt;g;++d)for(var y=m[d],E=y[1],L=y[2],w=0;w&lt;g;++w)L[w]&amp;&amp;(v[w]=E);for(var S=function(t){for(var e=new Array(t),r=0;r&lt;t;++r)e[r]=[];return e}(g),d=0;d&lt;g;++d)S[d].push(v[d]),S[v[d]].push(d);for(var C={},O=c(f,!1),d=0;d&lt;g;++d)for(var A=p[d],M=A.length,w=0;w&lt;M;++w){var R=A[w],P=A[(w+1)%M],z=Math.min(R,P)+&quot;:&quot;+Math.max(R,P);if(z in C){var I=C[z];S[I].push(d),S[d].push(I),O[R]=O[P]=!0}else C[z]=d}function N(t){for(var e=t.length,r=0;r&lt;e;++r)if(!O[t[r]])return!1;return!0}for(var D=[],F=c(g,-1),d=0;d&lt;g;++d)v[d]!==d||N(p[d])?F[d]=-1:(D.push(d),F[d]=0);var r=[];for(;D.length&gt;0;){var j=D.pop(),B=S[j];l(B,function(t,e){return t-e});var U,V=B.length,H=F[j];if(0===H){var A=p[j];U=[A]}for(var d=0;d&lt;V;++d){var q=B[d];if(!(F[q]&gt;=0)&amp;&amp;(F[q]=1^H,D.push(q),0===H)){var A=p[q];N(A)||(A.reverse(),U.push(A))}}0===H&amp;&amp;r.push(U)}return r};var n=t(&quot;edges-to-adjacency-list&quot;),i=t(&quot;planar-dual&quot;),a=t(&quot;point-in-big-polygon&quot;),o=t(&quot;two-product&quot;),s=t(&quot;robust-sum&quot;),l=t(&quot;uniq&quot;),u=t(&quot;./lib/trim-leaves&quot;);function c(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}},{&quot;./lib/trim-leaves&quot;:296,&quot;edges-to-adjacency-list&quot;:87,&quot;planar-dual&quot;:295,&quot;point-in-big-polygon&quot;:298,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346,uniq:350}],298:[function(t,e,r){e.exports=function(t){for(var e=t.length,r=[],a=[],s=0;s&lt;e;++s)for(var c=t[s],f=c.length,h=f-1,d=0;d&lt;f;h=d++){var p=c[h],g=c[d];p[0]===g[0]?a.push([p,g]):r.push([p,g])}if(0===r.length)return 0===a.length?u:(v=l(a),function(t){return v(t[0],t[1])?0:1});var v;var m=i(r),y=function(t,e){return function(r){var i=o.le(e,r[0]);if(i&lt;0)return 1;var a=t[i];if(!a){if(!(i&gt;0&amp;&amp;e[i]===r[0]))return 1;a=t[i-1]}for(var s=1;a;){var l=a.key,u=n(r,l[0],l[1]);if(l[0][0]&lt;l[1][0])if(u&lt;0)a=a.left;else{if(!(u&gt;0))return 0;s=-1,a=a.right}else if(u&gt;0)a=a.left;else{if(!(u&lt;0))return 0;s=1,a=a.right}}return s}}(m.slabs,m.coordinates);return 0===a.length?y:function(t,e){return function(r){return t(r[0],r[1])?0:e(r)}}(l(a),y)};var n=t(&quot;robust-orientation&quot;)[3],i=t(&quot;slab-decomposition&quot;),a=t(&quot;interval-tree-1d&quot;),o=t(&quot;binary-search-bounds&quot;);function s(){return!0}function l(t){for(var e={},r=0;r&lt;t.length;++r){var n=t[r],i=n[0][0],o=n[0][1],l=n[1][1],u=[Math.min(o,l),Math.max(o,l)];i in e?e[i].push(u):e[i]=[u]}var c={},f=Object.keys(e);for(r=0;r&lt;f.length;++r){var h=e[f[r]];c[f[r]]=a(h)}return function(t){return function(e,r){var n=t[e];return!!n&amp;&amp;!!n.queryPoint(r,s)}}(c)}function u(t){return 1}},{&quot;binary-search-bounds&quot;:35,&quot;interval-tree-1d&quot;:255,&quot;robust-orientation&quot;:322,&quot;slab-decomposition&quot;:338}],299:[function(t,e,r){var n,i=t(&quot;./lib/build-log&quot;),a=t(&quot;./lib/epsilon&quot;),o=t(&quot;./lib/intersecter&quot;),s=t(&quot;./lib/segment-chainer&quot;),l=t(&quot;./lib/segment-selector&quot;),u=t(&quot;./lib/geojson&quot;),c=!1,f=a();function h(t,e,r){var i=n.segments(t),a=n.segments(e),o=r(n.combine(i,a));return n.polygon(o)}n={buildLog:function(t){return!0===t?c=i():!1===t&amp;&amp;(c=!1),!1!==c&amp;&amp;c.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,c);return t.regions.forEach(e.addRegion),{segments:e.calculate(t.inverted),inverted:t.inverted}},combine:function(t,e){return{combined:o(!1,f,c).calculate(t.segments,t.inverted,e.segments,e.inverted),inverted1:t.inverted,inverted2:e.inverted}},selectUnion:function(t){return{segments:l.union(t.combined,c),inverted:t.inverted1||t.inverted2}},selectIntersect:function(t){return{segments:l.intersect(t.combined,c),inverted:t.inverted1&amp;&amp;t.inverted2}},selectDifference:function(t){return{segments:l.difference(t.combined,c),inverted:t.inverted1&amp;&amp;!t.inverted2}},selectDifferenceRev:function(t){return{segments:l.differenceRev(t.combined,c),inverted:!t.inverted1&amp;&amp;t.inverted2}},selectXor:function(t){return{segments:l.xor(t.combined,c),inverted:t.inverted1!==t.inverted2}},polygon:function(t){return{regions:s(t.segments,f,c),inverted:t.inverted}},polygonFromGeoJSON:function(t){return u.toPolygon(n,t)},polygonToGeoJSON:function(t){return u.fromPolygon(n,f,t)},union:function(t,e){return h(t,e,n.selectUnion)},intersect:function(t,e){return h(t,e,n.selectIntersect)},difference:function(t,e){return h(t,e,n.selectDifference)},differenceRev:function(t,e){return h(t,e,n.selectDifferenceRev)},xor:function(t,e){return h(t,e,n.selectXor)}},&quot;object&quot;==typeof window&amp;&amp;(window.PolyBool=n),e.exports=n},{&quot;./lib/build-log&quot;:300,&quot;./lib/epsilon&quot;:301,&quot;./lib/geojson&quot;:302,&quot;./lib/intersecter&quot;:303,&quot;./lib/segment-chainer&quot;:305,&quot;./lib/segment-selector&quot;:306}],300:[function(t,e,r){e.exports=function(){var t,e=0,r=!1;function n(e,r){return t.list.push({type:e,data:r?JSON.parse(JSON.stringify(r)):void 0}),t}return t={list:[],segmentId:function(){return e++},checkIntersection:function(t,e){return n(&quot;check&quot;,{seg1:t,seg2:e})},segmentChop:function(t,e){return n(&quot;div_seg&quot;,{seg:t,pt:e}),n(&quot;chop&quot;,{seg:t,pt:e})},statusRemove:function(t){return n(&quot;pop_seg&quot;,{seg:t})},segmentUpdate:function(t){return n(&quot;seg_update&quot;,{seg:t})},segmentNew:function(t,e){return n(&quot;new_seg&quot;,{seg:t,primary:e})},segmentRemove:function(t){return n(&quot;rem_seg&quot;,{seg:t})},tempStatus:function(t,e,r){return n(&quot;temp_status&quot;,{seg:t,above:e,below:r})},rewind:function(t){return n(&quot;rewind&quot;,{seg:t})},status:function(t,e,r){return n(&quot;status&quot;,{seg:t,above:e,below:r})},vert:function(e){return e===r?t:(r=e,n(&quot;vert&quot;,{x:e}))},log:function(t){return&quot;string&quot;!=typeof t&amp;&amp;(t=JSON.stringify(t,!1,&quot;  &quot;)),n(&quot;log&quot;,{txt:t})},reset:function(){return n(&quot;reset&quot;)},selected:function(t){return n(&quot;selected&quot;,{segs:t})},chainStart:function(t){return n(&quot;chain_start&quot;,{seg:t})},chainRemoveHead:function(t,e){return n(&quot;chain_rem_head&quot;,{index:t,pt:e})},chainRemoveTail:function(t,e){return n(&quot;chain_rem_tail&quot;,{index:t,pt:e})},chainNew:function(t,e){return n(&quot;chain_new&quot;,{pt1:t,pt2:e})},chainMatch:function(t){return n(&quot;chain_match&quot;,{index:t})},chainClose:function(t){return n(&quot;chain_close&quot;,{index:t})},chainAddHead:function(t,e){return n(&quot;chain_add_head&quot;,{index:t,pt:e})},chainAddTail:function(t,e){return n(&quot;chain_add_tail&quot;,{index:t,pt:e})},chainConnect:function(t,e){return n(&quot;chain_con&quot;,{index1:t,index2:e})},chainReverse:function(t){return n(&quot;chain_rev&quot;,{index:t})},chainJoin:function(t,e){return n(&quot;chain_join&quot;,{index1:t,index2:e})},done:function(){return n(&quot;done&quot;)}}}},{}],301:[function(t,e,r){e.exports=function(t){&quot;number&quot;!=typeof t&amp;&amp;(t=1e-10);var e={epsilon:function(e){return&quot;number&quot;==typeof e&amp;&amp;(t=e),t},pointAboveOrOnLine:function(e,r,n){var i=r[0],a=r[1],o=n[0],s=n[1],l=e[0];return(o-i)*(e[1]-a)-(s-a)*(l-i)&gt;=-t},pointBetween:function(e,r,n){var i=e[1]-r[1],a=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*a+i*s;return!(l&lt;t||l-(a*a+s*s)&gt;-t)},pointsSameX:function(e,r){return Math.abs(e[0]-r[0])&lt;t},pointsSameY:function(e,r){return Math.abs(e[1]-r[1])&lt;t},pointsSame:function(t,r){return e.pointsSameX(t,r)&amp;&amp;e.pointsSameY(t,r)},pointsCompare:function(t,r){return e.pointsSameX(t,r)?e.pointsSameY(t,r)?0:t[1]&lt;r[1]?-1:1:t[0]&lt;r[0]?-1:1},pointsCollinear:function(e,r,n){var i=e[0]-r[0],a=e[1]-r[1],o=r[0]-n[0],s=r[1]-n[1];return Math.abs(i*s-o*a)&lt;t},linesIntersect:function(e,r,n,i){var a=r[0]-e[0],o=r[1]-e[1],s=i[0]-n[0],l=i[1]-n[1],u=a*l-o*s;if(Math.abs(u)&lt;t)return!1;var c=e[0]-n[0],f=e[1]-n[1],h=(s*f-l*c)/u,d=(a*f-o*c)/u,p={alongA:0,alongB:0,pt:[e[0]+h*a,e[1]+h*o]};return p.alongA=h&lt;=-t?-2:h&lt;t?-1:h-1&lt;=-t?0:h-1&lt;t?1:2,p.alongB=d&lt;=-t?-2:d&lt;t?-1:d-1&lt;=-t?0:d-1&lt;t?1:2,p},pointInsideRegion:function(e,r){for(var n=e[0],i=e[1],a=r[r.length-1][0],o=r[r.length-1][1],s=!1,l=0;l&lt;r.length;l++){var u=r[l][0],c=r[l][1];c-i&gt;t!=o-i&gt;t&amp;&amp;(a-u)*(i-c)/(o-c)+u-n&gt;t&amp;&amp;(s=!s),a=u,o=c}return s}};return e}},{}],302:[function(t,e,r){var n={toPolygon:function(t,e){function r(e){if(e.length&lt;=0)return t.segments({inverted:!1,regions:[]});function r(e){var r=e.slice(0,e.length-1);return t.segments({inverted:!1,regions:[r]})}for(var n=r(e[0]),i=1;i&lt;e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if(&quot;Polygon&quot;===e.type)return t.polygon(r(e.coordinates));if(&quot;MultiPolygon&quot;===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i&lt;e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error(&quot;PolyBool: Cannot convert GeoJSON object to PolyBool polygon&quot;)},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r&lt;t.children.length;r++){if(n(e,(s=t.children[r]).region))return void o(s,e)}var a=i(e);for(r=0;r&lt;t.children.length;r++){var s;n((s=t.children[r]).region,e)&amp;&amp;(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s&lt;r.regions.length;s++){var l=r.regions[s];l.length&lt;3||o(a,l)}function u(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o&lt;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&lt;0!==e&amp;&amp;a.reverse(),a.push([a[0][0],a[0][1]]),a}var c=[];function f(t){var e=[u(t.region,!1)];c.push(e);for(var r=0;r&lt;t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e&lt;t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s&lt;a.children.length;s++)f(a.children[s]);return c.length&lt;=0?{type:&quot;Polygon&quot;,coordinates:[]}:1==c.length?{type:&quot;Polygon&quot;,coordinates:c[0]}:{type:&quot;MultiPolygon&quot;,coordinates:c}}};e.exports=n},{}],303:[function(t,e,r){var n=t(&quot;./linked-list&quot;);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)&lt;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&amp;&amp;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 u(i,o){var s=n.create();function u(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)?1:e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)&gt;0})}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&amp;&amp;r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),d=e.pointsSame(s,c);if(h&amp;&amp;d)return n;var p=!h&amp;&amp;e.pointBetween(o,u,c),g=!d&amp;&amp;e.pointBetween(s,u,c);if(h)return g?l(n,s):l(t,c),n;p&amp;&amp;(d||(g?l(n,s):l(t,c)),l(n,o))}else 0===f.alongA&amp;&amp;(-1===f.alongB?l(t,u):0===f.alongB?l(t,f.pt):1===f.alongB&amp;&amp;l(t,c)),0===f.alongB&amp;&amp;(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&amp;&amp;l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&amp;&amp;r.vert(h.pt[0]),h.isStart){r&amp;&amp;r.segmentNew(h.seg,h.primary);var d=u(h),p=d.before?d.before.ev:null,g=d.after?d.after.ev:null;function v(){if(p){var t=c(h,p);if(t)return t}return!!g&amp;&amp;c(h,g)}r&amp;&amp;r.tempStatus(h.seg,!!p&amp;&amp;p.seg,!!g&amp;&amp;g.seg);var m,y,b=v();if(b)t?(y=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&amp;&amp;(b.seg.myFill.above=!b.seg.myFill.above):b.seg.otherFill=h.seg.myFill,r&amp;&amp;r.segmentUpdate(b.seg),h.other.remove(),h.remove();if(a.getHead()!==h){r&amp;&amp;r.rewind(h.seg);continue}t?(y=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=g?g.seg.myFill.above:i,h.seg.myFill.above=y?!h.seg.myFill.below:h.seg.myFill.below):null===h.seg.otherFill&amp;&amp;(m=g?h.primary===g.primary?g.seg.otherFill.above:g.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:m,below:m}),r&amp;&amp;r.status(h.seg,!!p&amp;&amp;p.seg,!!g&amp;&amp;g.seg),h.other.status=d.insert(n.node({ev:h}))}else{var x=h.status;if(null===x)throw new Error(&quot;PolyBool: Zero-length segment detected; your epsilon is probably too small or too large&quot;);if(s.exists(x.prev)&amp;&amp;s.exists(x.next)&amp;&amp;c(x.prev.ev,x.next.ev),r&amp;&amp;r.statusRemove(x.ev.seg),x.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&amp;&amp;r.done(),f}return t?{addRegion:function(t){for(var n,i,a,o=t[t.length-1],l=0;l&lt;t.length;l++){n=o,o=t[l];var u=e.pointsCompare(n,o);0!==u&amp;&amp;s((i=u&lt;0?n:o,a=u&lt;0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return u(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)}),u(e,n)}}}},{&quot;./linked-list&quot;:304}],304:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&amp;&amp;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&amp;&amp;!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&amp;&amp;(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&amp;&amp;(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},{}],305:[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(&quot;PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large&quot;);else{r&amp;&amp;r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},u=s,c=0;c&lt;n.length;c++){var f=(v=n[c])[0],h=(v[1],v[v.length-1]);if(v[v.length-2],e.pointsSame(f,a)){if(M(c,!0,!0))break}else if(e.pointsSame(f,o)){if(M(c,!0,!1))break}else if(e.pointsSame(h,a)){if(M(c,!1,!0))break}else if(e.pointsSame(h,o)&amp;&amp;M(c,!1,!1))break}if(u===s)return n.push([a,o]),void(r&amp;&amp;r.chainNew(a,o));if(u===l){r&amp;&amp;r.chainMatch(s.index);var d=s.index,p=s.matches_pt1?o:a,g=s.matches_head,v=n[d],m=g?v[0]:v[v.length-1],y=g?v[1]:v[v.length-2],b=g?v[v.length-1]:v[0],x=g?v[v.length-2]:v[1];return e.pointsCollinear(y,m,p)&amp;&amp;(g?(r&amp;&amp;r.chainRemoveHead(s.index,p),v.shift()):(r&amp;&amp;r.chainRemoveTail(s.index,p),v.pop()),m=y),e.pointsSame(b,p)?(n.splice(d,1),e.pointsCollinear(x,b,m)&amp;&amp;(g?(r&amp;&amp;r.chainRemoveTail(s.index,m),v.pop()):(r&amp;&amp;r.chainRemoveHead(s.index,m),v.shift())),r&amp;&amp;r.chainClose(s.index),void i.push(v)):void(g?(r&amp;&amp;r.chainAddHead(s.index,p),v.unshift(p)):(r&amp;&amp;r.chainAddTail(s.index,p),v.push(p)))}var _=s.index,w=l.index;r&amp;&amp;r.chainConnect(_,w);var A=n[_].length&lt;n[w].length;s.matches_head?l.matches_head?A?(T(_),k(_,w)):(T(w),k(w,_)):k(w,_):l.matches_head?k(_,w):A?(T(_),k(w,_)):(T(w),k(_,w))}function M(t,e,r){return u.index=t,u.matches_head=e,u.matches_pt1=r,u===s?(u=l,!1):(u=null,!0)}function T(t){r&amp;&amp;r.chainReverse(t),n[t].reverse()}function k(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&amp;&amp;(r&amp;&amp;r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&amp;&amp;(r&amp;&amp;r.chainRemoveHead(i,u),o.shift()),r&amp;&amp;r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}}),i}},{}],306:[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&amp;&amp;t.otherFill.above?2:0)+(t.otherFill&amp;&amp;t.otherFill.below?1:0);0!==e[i]&amp;&amp;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&amp;&amp;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},{}],307:[function(t,e,r){&quot;use strict&quot;;var n=new Float64Array(4),i=new Float64Array(4),a=new Float64Array(4);e.exports=function(t,e,r,o,s){n.length&lt;o.length&amp;&amp;(n=new Float64Array(o.length),i=new Float64Array(o.length),a=new Float64Array(o.length));for(var l=0;l&lt;o.length;++l)n[l]=t[l]-o[l],i[l]=e[l]-t[l],a[l]=r[l]-t[l];var u=0,c=0,f=0,h=0,d=0,p=0;for(l=0;l&lt;o.length;++l){var g=i[l],v=a[l],m=n[l];u+=g*g,c+=g*v,f+=v*v,h+=m*g,d+=m*v,p+=m*m}var y,b,x,_,w,A=Math.abs(u*f-c*c),M=c*d-f*h,T=c*h-u*d;if(M+T&lt;=A)if(M&lt;0)T&lt;0&amp;&amp;h&lt;0?(T=0,-h&gt;=u?(M=1,y=u+2*h+p):y=h*(M=-h/u)+p):(M=0,d&gt;=0?(T=0,y=p):-d&gt;=f?(T=1,y=f+2*d+p):y=d*(T=-d/f)+p);else if(T&lt;0)T=0,h&gt;=0?(M=0,y=p):-h&gt;=u?(M=1,y=u+2*h+p):y=h*(M=-h/u)+p;else{var k=1/A;y=(M*=k)*(u*M+c*(T*=k)+2*h)+T*(c*M+f*T+2*d)+p}else M&lt;0?(x=f+d)&gt;(b=c+h)?(_=x-b)&gt;=(w=u-2*c+f)?(M=1,T=0,y=u+2*h+p):y=(M=_/w)*(u*M+c*(T=1-M)+2*h)+T*(c*M+f*T+2*d)+p:(M=0,x&lt;=0?(T=1,y=f+2*d+p):d&gt;=0?(T=0,y=p):y=d*(T=-d/f)+p):T&lt;0?(x=u+h)&gt;(b=c+d)?(_=x-b)&gt;=(w=u-2*c+f)?(T=1,M=0,y=f+2*d+p):y=(M=1-(T=_/w))*(u*M+c*T+2*h)+T*(c*M+f*T+2*d)+p:(T=0,x&lt;=0?(M=1,y=u+2*h+p):h&gt;=0?(M=0,y=p):y=h*(M=-h/u)+p):(_=f+d-c-h)&lt;=0?(M=0,T=1,y=f+2*d+p):_&gt;=(w=u-2*c+f)?(M=1,T=0,y=u+2*h+p):y=(M=_/w)*(u*M+c*(T=1-M)+2*h)+T*(c*M+f*T+2*d)+p;var E=1-M-T;for(l=0;l&lt;o.length;++l)s[l]=E*t[l]+M*e[l]+T*r[l];return y&lt;0?0:y}},{}],308:[function(t,e,r){var n,i,a=e.exports={};function o(){throw new Error(&quot;setTimeout has not been defined&quot;)}function s(){throw new Error(&quot;clearTimeout has not been defined&quot;)}function l(t){if(n===setTimeout)return setTimeout(t,0);if((n===o||!n)&amp;&amp;setTimeout)return n=setTimeout,setTimeout(t,0);try{return n(t,0)}catch(e){try{return n.call(null,t,0)}catch(e){return n.call(this,t,0)}}}!function(){try{n=&quot;function&quot;==typeof setTimeout?setTimeout:o}catch(t){n=o}try{i=&quot;function&quot;==typeof clearTimeout?clearTimeout:s}catch(t){i=s}}();var u,c=[],f=!1,h=-1;function d(){f&amp;&amp;u&amp;&amp;(f=!1,u.length?c=u.concat(c):h=-1,c.length&amp;&amp;p())}function p(){if(!f){var t=l(d);f=!0;for(var e=c.length;e;){for(u=c,c=[];++h&lt;e;)u&amp;&amp;u[h].run();h=-1,e=c.length}u=null,f=!1,function(t){if(i===clearTimeout)return clearTimeout(t);if((i===s||!i)&amp;&amp;clearTimeout)return i=clearTimeout,clearTimeout(t);try{i(t)}catch(e){try{return i.call(null,t)}catch(e){return i.call(this,t)}}}(t)}}function g(t,e){this.fun=t,this.array=e}function v(){}a.nextTick=function(t){var e=new Array(arguments.length-1);if(arguments.length&gt;1)for(var r=1;r&lt;arguments.length;r++)e[r-1]=arguments[r];c.push(new g(t,e)),1!==c.length||f||l(p)},g.prototype.run=function(){this.fun.apply(null,this.array)},a.title=&quot;browser&quot;,a.browser=!0,a.env={},a.argv=[],a.version=&quot;&quot;,a.versions={},a.on=v,a.addListener=v,a.once=v,a.off=v,a.removeListener=v,a.removeAllListeners=v,a.emit=v,a.prependListener=v,a.prependOnceListener=v,a.listeners=function(t){return[]},a.binding=function(t){throw new Error(&quot;process.binding is not supported&quot;)},a.cwd=function(){return&quot;/&quot;},a.chdir=function(t){throw new Error(&quot;process.chdir is not supported&quot;)},a.umask=function(){return 0}},{}],309:[function(t,e,r){e.exports=t(&quot;gl-quat/slerp&quot;)},{&quot;gl-quat/slerp&quot;:143}],310:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;big-rat/add&quot;);e.exports=function(t,e){for(var r=t.length,i=new Array(r),a=0;a&lt;r;++a)i[a]=n(t[a],e[a]);return i}},{&quot;big-rat/add&quot;:19}],311:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=new Array(t.length),r=0;r&lt;t.length;++r)e[r]=n(t[r]);return e};var n=t(&quot;big-rat&quot;)},{&quot;big-rat&quot;:22}],312:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;big-rat&quot;),i=t(&quot;big-rat/mul&quot;);e.exports=function(t,e){for(var r=n(e),a=t.length,o=new Array(a),s=0;s&lt;a;++s)o[s]=i(t[s],r);return o}},{&quot;big-rat&quot;:22,&quot;big-rat/mul&quot;:31}],313:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;big-rat/sub&quot;);e.exports=function(t,e){for(var r=t.length,i=new Array(r),a=0;a&lt;r;++a)i[a]=n(t[a],e[a]);return i}},{&quot;big-rat/sub&quot;:33}],314:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;compare-cell&quot;),i=t(&quot;compare-oriented-cell&quot;),a=t(&quot;cell-orientation&quot;);e.exports=function(t){t.sort(i);for(var e=t.length,r=0,o=0;o&lt;e;++o){var s=t[o],l=a(s);if(0!==l){if(r&gt;0){var u=t[r-1];if(0===n(s,u)&amp;&amp;a(u)!==l){r-=1;continue}}t[r++]=s}}return t.length=r,t}},{&quot;cell-orientation&quot;:55,&quot;compare-cell&quot;:70,&quot;compare-oriented-cell&quot;:71}],315:[function(t,e,r){&quot;use strict&quot;;var n,i=&quot;&quot;;e.exports=function(t,e){if(&quot;string&quot;!=typeof t)throw new TypeError(&quot;expected a string&quot;);if(1===e)return t;if(2===e)return t+t;var r=t.length*e;if(n!==t||&quot;undefined&quot;==typeof n)n=t,i=&quot;&quot;;else if(i.length&gt;=r)return i.substr(0,r);for(;r&gt;i.length&amp;&amp;e&gt;1;)1&amp;e&amp;&amp;(i+=t),e&gt;&gt;=1,t+=t;return i=(i+=t).substr(0,r)}},{}],316:[function(t,e,r){(function(t){e.exports=t.performance&amp;&amp;t.performance.now?function(){return performance.now()}:Date.now||function(){return+new Date}}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{}],317:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.length,r=t[t.length-1],n=e,i=e-2;i&gt;=0;--i){var a=r,o=t[i],s=(r=a+o)-a,l=o-s;l&amp;&amp;(t[--n]=r,r=l)}for(var u=0,i=n;i&lt;e;++i){var a=t[i],o=r,s=(r=a+o)-a,l=o-s;l&amp;&amp;(t[u++]=l)}return t[u++]=r,t.length=u,t}},{}],318:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;),a=t(&quot;robust-scale&quot;),o=t(&quot;robust-compress&quot;),s=6;function l(t,e){for(var r=new Array(t.length-1),n=1;n&lt;t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a&lt;t.length;++a)a!==e&amp;&amp;(i[o++]=t[n][a]);return r}function u(t){if(2===t.length)return[&quot;sum(prod(&quot;,t[0][0],&quot;,&quot;,t[1][1],&quot;),prod(-&quot;,t[0][1],&quot;,&quot;,t[1][0],&quot;))&quot;].join(&quot;&quot;);for(var e=[],r=0;r&lt;t.length;++r)e.push([&quot;scale(&quot;,u(l(t,r)),&quot;,&quot;,(n=r,1&amp;n?&quot;-&quot;:&quot;&quot;),t[0][r],&quot;)&quot;].join(&quot;&quot;));return function t(e){if(1===e.length)return e[0];if(2===e.length)return[&quot;sum(&quot;,e[0],&quot;,&quot;,e[1],&quot;)&quot;].join(&quot;&quot;);var r=e.length&gt;&gt;1;return[&quot;sum(&quot;,t(e.slice(0,r)),&quot;,&quot;,t(e.slice(r)),&quot;)&quot;].join(&quot;&quot;)}(e);var n}function c(t){return new Function(&quot;sum&quot;,&quot;scale&quot;,&quot;prod&quot;,&quot;compress&quot;,[&quot;function robustDeterminant&quot;,t,&quot;(m){return compress(&quot;,u(function(t){for(var e=new Array(t),r=0;r&lt;t;++r){e[r]=new Array(t);for(var n=0;n&lt;t;++n)e[r][n]=[&quot;m[&quot;,r,&quot;][&quot;,n,&quot;]&quot;].join(&quot;&quot;)}return e}(t)),&quot;)};return robustDeterminant&quot;,t].join(&quot;&quot;))(i,a,n,o)}var f=[function(){return[0]},function(t){return[t[0][0]]}];!function(){for(;f.length&lt;s;)f.push(c(f.length));for(var t=[],r=[&quot;function robustDeterminant(m){switch(m.length){&quot;],n=0;n&lt;s;++n)t.push(&quot;det&quot;+n),r.push(&quot;case &quot;,n,&quot;:return det&quot;,n,&quot;(m);&quot;);r.push(&quot;}var det=CACHE[m.length];if(!det)det=CACHE[m.length]=gen(m.length);return det(m);}return robustDeterminant&quot;),t.push(&quot;CACHE&quot;,&quot;gen&quot;,r.join(&quot;&quot;));var i=Function.apply(void 0,t);for(e.exports=i.apply(void 0,f.concat([f,c])),n=0;n&lt;f.length;++n)e.exports[n]=f[n]}()},{&quot;robust-compress&quot;:317,&quot;robust-scale&quot;:324,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],319:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;);e.exports=function(t,e){for(var r=n(t[0],e[0]),a=1;a&lt;t.length;++a)r=i(r,n(t[a],e[a]));return r}},{&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],320:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;),a=t(&quot;robust-subtract&quot;),o=t(&quot;robust-scale&quot;),s=6;function l(t,e){for(var r=new Array(t.length-1),n=1;n&lt;t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a&lt;t.length;++a)a!==e&amp;&amp;(i[o++]=t[n][a]);return r}function u(t){if(1===t.length)return t[0];if(2===t.length)return[&quot;sum(&quot;,t[0],&quot;,&quot;,t[1],&quot;)&quot;].join(&quot;&quot;);var e=t.length&gt;&gt;1;return[&quot;sum(&quot;,u(t.slice(0,e)),&quot;,&quot;,u(t.slice(e)),&quot;)&quot;].join(&quot;&quot;)}function c(t,e){if(&quot;m&quot;===t.charAt(0)){if(&quot;w&quot;===e.charAt(0)){var r=t.split(&quot;[&quot;);return[&quot;w&quot;,e.substr(1),&quot;m&quot;,r[0].substr(1)].join(&quot;&quot;)}return[&quot;prod(&quot;,t,&quot;,&quot;,e,&quot;)&quot;].join(&quot;&quot;)}return c(e,t)}function f(t){if(2===t.length)return[[&quot;diff(&quot;,c(t[0][0],t[1][1]),&quot;,&quot;,c(t[1][0],t[0][1]),&quot;)&quot;].join(&quot;&quot;)];for(var e=[],r=0;r&lt;t.length;++r)e.push([&quot;scale(&quot;,u(f(l(t,r))),&quot;,&quot;,(n=r,!0&amp;n?&quot;-&quot;:&quot;&quot;),t[0][r],&quot;)&quot;].join(&quot;&quot;));return e;var n}function h(t,e){for(var r=[],n=0;n&lt;e-2;++n)r.push([&quot;prod(m&quot;,t,&quot;[&quot;,n,&quot;],m&quot;,t,&quot;[&quot;,n,&quot;])&quot;].join(&quot;&quot;));return u(r)}function d(t){for(var e=[],r=[],s=function(t){for(var e=new Array(t),r=0;r&lt;t;++r){e[r]=new Array(t);for(var n=0;n&lt;t;++n)e[r][n]=[&quot;m&quot;,n,&quot;[&quot;,t-r-2,&quot;]&quot;].join(&quot;&quot;)}return e}(t),c=0;c&lt;t;++c)s[0][c]=&quot;1&quot;,s[t-1][c]=&quot;w&quot;+c;for(c=0;c&lt;t;++c)0==(1&amp;c)?e.push.apply(e,f(l(s,c))):r.push.apply(r,f(l(s,c)));var d=u(e),p=u(r),g=&quot;exactInSphere&quot;+t,v=[];for(c=0;c&lt;t;++c)v.push(&quot;m&quot;+c);var m=[&quot;function &quot;,g,&quot;(&quot;,v.join(),&quot;){&quot;];for(c=0;c&lt;t;++c){m.push(&quot;var w&quot;,c,&quot;=&quot;,h(c,t),&quot;;&quot;);for(var y=0;y&lt;t;++y)y!==c&amp;&amp;m.push(&quot;var w&quot;,c,&quot;m&quot;,y,&quot;=scale(w&quot;,c,&quot;,m&quot;,y,&quot;[0]);&quot;)}return m.push(&quot;var p=&quot;,d,&quot;,n=&quot;,p,&quot;,d=diff(p,n);return d[d.length-1];}return &quot;,g),new Function(&quot;sum&quot;,&quot;diff&quot;,&quot;prod&quot;,&quot;scale&quot;,m.join(&quot;&quot;))(i,a,n,o)}var p=[function(){return 0},function(){return 0},function(){return 0}];!function(){for(;p.length&lt;=s;)p.push(d(p.length));for(var t=[],r=[&quot;slow&quot;],n=0;n&lt;=s;++n)t.push(&quot;a&quot;+n),r.push(&quot;o&quot;+n);var i=[&quot;function testInSphere(&quot;,t.join(),&quot;){switch(arguments.length){case 0:case 1:return 0;&quot;];for(n=2;n&lt;=s;++n)i.push(&quot;case &quot;,n,&quot;:return o&quot;,n,&quot;(&quot;,t.slice(0,n).join(),&quot;);&quot;);i.push(&quot;}var s=new Array(arguments.length);for(var i=0;i&lt;arguments.length;++i){s[i]=arguments[i]};return slow(s);}return testInSphere&quot;),r.push(i.join(&quot;&quot;));var a=Function.apply(void 0,r);for(e.exports=a.apply(void 0,[function(t){var e=p[t.length];return e||(e=p[t.length]=d(t.length)),e.apply(void 0,t)}].concat(p)),n=0;n&lt;=s;++n)e.exports[n]=p[n]}()},{&quot;robust-scale&quot;:324,&quot;robust-subtract&quot;:326,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],321:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-determinant&quot;),i=6;function a(t){for(var e=&quot;robustLinearSolve&quot;+t+&quot;d&quot;,r=[&quot;function &quot;,e,&quot;(A,b){return [&quot;],i=0;i&lt;t;++i){r.push(&quot;det([&quot;);for(var a=0;a&lt;t;++a){a&gt;0&amp;&amp;r.push(&quot;,&quot;),r.push(&quot;[&quot;);for(var o=0;o&lt;t;++o)o&gt;0&amp;&amp;r.push(&quot;,&quot;),o===i?r.push(&quot;+b[&quot;,a,&quot;]&quot;):r.push(&quot;+A[&quot;,a,&quot;][&quot;,o,&quot;]&quot;);r.push(&quot;]&quot;)}r.push(&quot;]),&quot;)}r.push(&quot;det(A)]}return &quot;,e);var s=new Function(&quot;det&quot;,r.join(&quot;&quot;));return s(t&lt;6?n[t]:n)}var o=[function(){return[0]},function(t,e){return[[e[0]],[t[0][0]]]}];!function(){for(;o.length&lt;i;)o.push(a(o.length));for(var t=[],r=[&quot;function dispatchLinearSolve(A,b){switch(A.length){&quot;],n=0;n&lt;i;++n)t.push(&quot;s&quot;+n),r.push(&quot;case &quot;,n,&quot;:return s&quot;,n,&quot;(A,b);&quot;);r.push(&quot;}var s=CACHE[A.length];if(!s)s=CACHE[A.length]=g(A.length);return s(A,b)}return dispatchLinearSolve&quot;),t.push(&quot;CACHE&quot;,&quot;g&quot;,r.join(&quot;&quot;));var s=Function.apply(void 0,t);for(e.exports=s.apply(void 0,o.concat([o,a])),n=0;n&lt;i;++n)e.exports[n]=o[n]}()},{&quot;robust-determinant&quot;:318}],322:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;),a=t(&quot;robust-scale&quot;),o=t(&quot;robust-subtract&quot;),s=5;function l(t,e){for(var r=new Array(t.length-1),n=1;n&lt;t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a&lt;t.length;++a)a!==e&amp;&amp;(i[o++]=t[n][a]);return r}function u(t){if(1===t.length)return t[0];if(2===t.length)return[&quot;sum(&quot;,t[0],&quot;,&quot;,t[1],&quot;)&quot;].join(&quot;&quot;);var e=t.length&gt;&gt;1;return[&quot;sum(&quot;,u(t.slice(0,e)),&quot;,&quot;,u(t.slice(e)),&quot;)&quot;].join(&quot;&quot;)}function c(t){if(2===t.length)return[[&quot;sum(prod(&quot;,t[0][0],&quot;,&quot;,t[1][1],&quot;),prod(-&quot;,t[0][1],&quot;,&quot;,t[1][0],&quot;))&quot;].join(&quot;&quot;)];for(var e=[],r=0;r&lt;t.length;++r)e.push([&quot;scale(&quot;,u(c(l(t,r))),&quot;,&quot;,(n=r,1&amp;n?&quot;-&quot;:&quot;&quot;),t[0][r],&quot;)&quot;].join(&quot;&quot;));return e;var n}function f(t){for(var e=[],r=[],s=function(t){for(var e=new Array(t),r=0;r&lt;t;++r){e[r]=new Array(t);for(var n=0;n&lt;t;++n)e[r][n]=[&quot;m&quot;,n,&quot;[&quot;,t-r-1,&quot;]&quot;].join(&quot;&quot;)}return e}(t),f=[],h=0;h&lt;t;++h)0==(1&amp;h)?e.push.apply(e,c(l(s,h))):r.push.apply(r,c(l(s,h))),f.push(&quot;m&quot;+h);var d=u(e),p=u(r),g=&quot;orientation&quot;+t+&quot;Exact&quot;,v=[&quot;function &quot;,g,&quot;(&quot;,f.join(),&quot;){var p=&quot;,d,&quot;,n=&quot;,p,&quot;,d=sub(p,n);return d[d.length-1];};return &quot;,g].join(&quot;&quot;);return new Function(&quot;sum&quot;,&quot;prod&quot;,&quot;scale&quot;,&quot;sub&quot;,v)(i,n,a,o)}var h=f(3),d=f(4),p=[function(){return 0},function(){return 0},function(t,e){return e[0]-t[0]},function(t,e,r){var n,i=(t[1]-r[1])*(e[0]-r[0]),a=(t[0]-r[0])*(e[1]-r[1]),o=i-a;if(i&gt;0){if(a&lt;=0)return o;n=i+a}else{if(!(i&lt;0))return o;if(a&gt;=0)return o;n=-(i+a)}var s=3.3306690738754716e-16*n;return o&gt;=s||o&lt;=-s?o:h(t,e,r)},function(t,e,r,n){var i=t[0]-n[0],a=e[0]-n[0],o=r[0]-n[0],s=t[1]-n[1],l=e[1]-n[1],u=r[1]-n[1],c=t[2]-n[2],f=e[2]-n[2],h=r[2]-n[2],p=a*u,g=o*l,v=o*s,m=i*u,y=i*l,b=a*s,x=c*(p-g)+f*(v-m)+h*(y-b),_=7.771561172376103e-16*((Math.abs(p)+Math.abs(g))*Math.abs(c)+(Math.abs(v)+Math.abs(m))*Math.abs(f)+(Math.abs(y)+Math.abs(b))*Math.abs(h));return x&gt;_||-x&gt;_?x:d(t,e,r,n)}];!function(){for(;p.length&lt;=s;)p.push(f(p.length));for(var t=[],r=[&quot;slow&quot;],n=0;n&lt;=s;++n)t.push(&quot;a&quot;+n),r.push(&quot;o&quot;+n);var i=[&quot;function getOrientation(&quot;,t.join(),&quot;){switch(arguments.length){case 0:case 1:return 0;&quot;];for(n=2;n&lt;=s;++n)i.push(&quot;case &quot;,n,&quot;:return o&quot;,n,&quot;(&quot;,t.slice(0,n).join(),&quot;);&quot;);i.push(&quot;}var s=new Array(arguments.length);for(var i=0;i&lt;arguments.length;++i){s[i]=arguments[i]};return slow(s);}return getOrientation&quot;),r.push(i.join(&quot;&quot;));var a=Function.apply(void 0,r);for(e.exports=a.apply(void 0,[function(t){var e=p[t.length];return e||(e=p[t.length]=f(t.length)),e.apply(void 0,t)}].concat(p)),n=0;n&lt;=s;++n)e.exports[n]=p[n]}()},{&quot;robust-scale&quot;:324,&quot;robust-subtract&quot;:326,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],323:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-sum&quot;),i=t(&quot;robust-scale&quot;);e.exports=function(t,e){if(1===t.length)return i(e,t[0]);if(1===e.length)return i(t,e[0]);if(0===t.length||0===e.length)return[0];var r=[0];if(t.length&lt;e.length)for(var a=0;a&lt;t.length;++a)r=n(r,i(e,t[a]));else for(var a=0;a&lt;e.length;++a)r=n(r,i(t,e[a]));return r}},{&quot;robust-scale&quot;:324,&quot;robust-sum&quot;:327}],324:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;two-sum&quot;);e.exports=function(t,e){var r=t.length;if(1===r){var a=n(t[0],e);return a[0]?a:[a[1]]}var o=new Array(2*r),s=[.1,.1],l=[.1,.1],u=0;n(t[0],e,s),s[0]&amp;&amp;(o[u++]=s[0]);for(var c=1;c&lt;r;++c){n(t[c],e,l);var f=s[1];i(f,l[0],s),s[0]&amp;&amp;(o[u++]=s[0]);var h=l[1],d=s[1],p=h+d,g=p-h,v=d-g;s[1]=p,v&amp;&amp;(o[u++]=v)}s[1]&amp;&amp;(o[u++]=s[1]);0===u&amp;&amp;(o[u++]=0);return o.length=u,o}},{&quot;two-product&quot;:346,&quot;two-sum&quot;:347}],325:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,i){var a=n(t,r,i),o=n(e,r,i);if(a&gt;0&amp;&amp;o&gt;0||a&lt;0&amp;&amp;o&lt;0)return!1;var s=n(r,t,e),l=n(i,t,e);if(s&gt;0&amp;&amp;l&gt;0||s&lt;0&amp;&amp;l&lt;0)return!1;if(0===a&amp;&amp;0===o&amp;&amp;0===s&amp;&amp;0===l)return function(t,e,r,n){for(var i=0;i&lt;2;++i){var a=t[i],o=e[i],s=Math.min(a,o),l=Math.max(a,o),u=r[i],c=n[i],f=Math.min(u,c),h=Math.max(u,c);if(h&lt;s||l&lt;f)return!1}return!0}(t,e,r,i);return!0};var n=t(&quot;robust-orientation&quot;)[3]},{&quot;robust-orientation&quot;:322}],326:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=0|t.length,n=0|e.length;if(1===r&amp;&amp;1===n)return function(t,e){var r=t+e,n=r-t,i=t-(r-n)+(e-n);if(i)return[i,r];return[r]}(t[0],-e[0]);var i,a,o=new Array(r+n),s=0,l=0,u=0,c=Math.abs,f=t[l],h=c(f),d=-e[u],p=c(d);h&lt;p?(a=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(a=d,(u+=1)&lt;n&amp;&amp;(d=-e[u],p=c(d)));l&lt;r&amp;&amp;h&lt;p||u&gt;=n?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=-e[u],p=c(d)));var g,v,m=i+a,y=m-i,b=a-y,x=b,_=m;for(;l&lt;r&amp;&amp;u&lt;n;)h&lt;p?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=-e[u],p=c(d))),(b=(a=x)-(y=(m=i+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g;for(;l&lt;r;)(b=(a=x)-(y=(m=(i=f)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(l+=1)&lt;r&amp;&amp;(f=t[l]);for(;u&lt;n;)(b=(a=x)-(y=(m=(i=d)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(u+=1)&lt;n&amp;&amp;(d=-e[u]);x&amp;&amp;(o[s++]=x);_&amp;&amp;(o[s++]=_);s||(o[s++]=0);return o.length=s,o}},{}],327:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=0|t.length,n=0|e.length;if(1===r&amp;&amp;1===n)return function(t,e){var r=t+e,n=r-t,i=t-(r-n)+(e-n);if(i)return[i,r];return[r]}(t[0],e[0]);var i,a,o=new Array(r+n),s=0,l=0,u=0,c=Math.abs,f=t[l],h=c(f),d=e[u],p=c(d);h&lt;p?(a=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(a=d,(u+=1)&lt;n&amp;&amp;(d=e[u],p=c(d)));l&lt;r&amp;&amp;h&lt;p||u&gt;=n?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=e[u],p=c(d)));var g,v,m=i+a,y=m-i,b=a-y,x=b,_=m;for(;l&lt;r&amp;&amp;u&lt;n;)h&lt;p?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=e[u],p=c(d))),(b=(a=x)-(y=(m=i+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g;for(;l&lt;r;)(b=(a=x)-(y=(m=(i=f)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(l+=1)&lt;r&amp;&amp;(f=t[l]);for(;u&lt;n;)(b=(a=x)-(y=(m=(i=d)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(u+=1)&lt;n&amp;&amp;(d=e[u]);x&amp;&amp;(o[s++]=x);_&amp;&amp;(o[s++]=_);s||(o[s++]=0);return o.length=s,o}},{}],328:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t&lt;0?-1:t&gt;0?1:0}},{}],329:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return i(n(t))};var n=t(&quot;boundary-cells&quot;),i=t(&quot;reduce-simplicial-complex&quot;)},{&quot;boundary-cells&quot;:38,&quot;reduce-simplicial-complex&quot;:314}],330:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,s){r=r||0,&quot;undefined&quot;==typeof s&amp;&amp;(s=function(t){for(var e=t.length,r=0,n=0;n&lt;e;++n)r=0|Math.max(r,t[n].length);return r-1}(t));if(0===t.length||s&lt;1)return{cells:[],vertexIds:[],vertexWeights:[]};var l=function(t,e){for(var r=t.length,n=i.mallocUint8(r),a=0;a&lt;r;++a)n[a]=t[a]&lt;e|0;return n}(e,+r),u=function(t,e){for(var r=t.length,o=e*(e+1)/2*r|0,s=i.mallocUint32(2*o),l=0,u=0;u&lt;r;++u)for(var c=t[u],e=c.length,f=0;f&lt;e;++f)for(var h=0;h&lt;f;++h){var d=c[h],p=c[f];s[l++]=0|Math.min(d,p),s[l++]=0|Math.max(d,p)}a(n(s,[l/2|0,2]));for(var g=2,u=2;u&lt;l;u+=2)s[u-2]===s[u]&amp;&amp;s[u-1]===s[u+1]||(s[g++]=s[u],s[g++]=s[u+1]);return n(s,[g/2|0,2])}(t,s),c=function(t,e,r,a){for(var o=t.data,s=t.shape[0],l=i.mallocDouble(s),u=0,c=0;c&lt;s;++c){var f=o[2*c],h=o[2*c+1];if(r[f]!==r[h]){var d=e[f],p=e[h];o[2*u]=f,o[2*u+1]=h,l[u++]=(p-a)/(p-d)}}return t.shape[0]=u,n(l,[u])}(u,e,l,+r),f=function(t,e){var r=i.mallocInt32(2*e),n=t.shape[0],a=t.data;r[0]=0;for(var o=0,s=0;s&lt;n;++s){var l=a[2*s];if(l!==o){for(r[2*o+1]=s;++o&lt;l;)r[2*o]=s,r[2*o+1]=s;r[2*o]=s}}r[2*o+1]=n;for(;++o&lt;e;)r[2*o]=r[2*o+1]=n;return r}(u,0|e.length),h=o(s)(t,u.data,f,l),d=function(t){for(var e=0|t.shape[0],r=t.data,n=new Array(e),i=0;i&lt;e;++i)n[i]=[r[2*i],r[2*i+1]];return n}(u),p=[].slice.call(c.data,0,c.shape[0]);return i.free(l),i.free(u.data),i.free(c.data),i.free(f),{cells:h,vertexIds:d,vertexWeights:p}};var n=t(&quot;ndarray&quot;),i=t(&quot;typedarray-pool&quot;),a=t(&quot;ndarray-sort&quot;),o=t(&quot;./lib/codegen&quot;)},{&quot;./lib/codegen&quot;:331,ndarray:286,&quot;ndarray-sort&quot;:284,&quot;typedarray-pool&quot;:348}],331:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=a[t];e||(e=a[t]=function(t){var e=0,r=new Array(t+1);r[0]=[[]];for(var a=1;a&lt;=t;++a)for(var o=r[a]=i(a),s=0;s&lt;o.length;++s)e=Math.max(e,o[a].length);var l=[&quot;function B(C,E,i,j){&quot;,&quot;var a=Math.min(i,j)|0,b=Math.max(i,j)|0,l=C[2*a],h=C[2*a+1];&quot;,&quot;while(l&lt;h){&quot;,&quot;var m=(l+h)&gt;&gt;1,v=E[2*m+1];&quot;,&quot;if(v===b){return m}&quot;,&quot;if(b&lt;v){h=m}else{l=m+1}&quot;,&quot;}&quot;,&quot;return l;&quot;,&quot;};&quot;,&quot;function getContour&quot;,t,&quot;d(F,E,C,S){&quot;,&quot;var n=F.length,R=[];&quot;,&quot;for(var i=0;i&lt;n;++i){var c=F[i],l=c.length;&quot;];function u(t){if(!(t.length&lt;=0)){l.push(&quot;R.push(&quot;);for(var e=0;e&lt;t.length;++e){var r=t[e];e&gt;0&amp;&amp;l.push(&quot;,&quot;),l.push(&quot;[&quot;);for(var n=0;n&lt;r.length;++n){var i=r[n];n&gt;0&amp;&amp;l.push(&quot;,&quot;),l.push(&quot;B(C,E,c[&quot;,i[0],&quot;],c[&quot;,i[1],&quot;])&quot;)}l.push(&quot;]&quot;)}l.push(&quot;);&quot;)}}for(var a=t+1;a&gt;1;--a){a&lt;t+1&amp;&amp;l.push(&quot;else &quot;),l.push(&quot;if(l===&quot;,a,&quot;){&quot;);for(var c=[],s=0;s&lt;a;++s)c.push(&quot;(S[c[&quot;+s+&quot;]]&lt;&lt;&quot;+s+&quot;)&quot;);l.push(&quot;var M=&quot;,c.join(&quot;+&quot;),&quot;;if(M===0||M===&quot;,(1&lt;&lt;a)-1,&quot;){continue}switch(M){&quot;);for(var o=r[a-1],s=0;s&lt;o.length;++s)l.push(&quot;case &quot;,s,&quot;:&quot;),u(o[s]),l.push(&quot;break;&quot;);l.push(&quot;}}&quot;)}return l.push(&quot;}return R;};return getContour&quot;,t,&quot;d&quot;),new Function(&quot;pool&quot;,l.join(&quot;&quot;))(n)}(t));return e};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;marching-simplex-table&quot;),a={}},{&quot;marching-simplex-table&quot;:264,&quot;typedarray-pool&quot;:348}],332:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bit-twiddle&quot;),i=t(&quot;union-find&quot;);function a(t,e){var r=t.length,n=t.length-e.length,i=Math.min;if(n)return n;switch(r){case 0:return 0;case 1:return t[0]-e[0];case 2:return(s=t[0]+t[1]-e[0]-e[1])||i(t[0],t[1])-i(e[0],e[1]);case 3:var a=t[0]+t[1],o=e[0]+e[1];if(s=a+t[2]-(o+e[2]))return s;var s,l=i(t[0],t[1]),u=i(e[0],e[1]);return(s=i(l,t[2])-i(u,e[2]))||i(l+t[2],a)-i(u+e[2],o);default:var c=t.slice(0);c.sort();var f=e.slice(0);f.sort();for(var h=0;h&lt;r;++h)if(n=c[h]-f[h])return n;return 0}}function o(t,e){return a(t[0],e[0])}function s(t,e){if(e){for(var r=t.length,n=new Array(r),i=0;i&lt;r;++i)n[i]=[t[i],e[i]];n.sort(o);for(i=0;i&lt;r;++i)t[i]=n[i][0],e[i]=n[i][1];return t}return t.sort(a),t}function l(t){if(0===t.length)return[];for(var e=1,r=t.length,n=1;n&lt;r;++n){var i=t[n];if(a(i,t[n-1])){if(n===e){e++;continue}t[e++]=i}}return t.length=e,t}function u(t,e){for(var r=0,n=t.length-1,i=-1;r&lt;=n;){var o=r+n&gt;&gt;1,s=a(t[o],e);s&lt;=0?(0===s&amp;&amp;(i=o),r=o+1):s&gt;0&amp;&amp;(n=o-1)}return i}function c(t,e){for(var r=new Array(t.length),i=0,o=r.length;i&lt;o;++i)r[i]=[];for(var s=[],l=(i=0,e.length);i&lt;l;++i)for(var c=e[i],f=c.length,h=1,d=1&lt;&lt;f;h&lt;d;++h){s.length=n.popCount(h);for(var p=0,g=0;g&lt;f;++g)h&amp;1&lt;&lt;g&amp;&amp;(s[p++]=c[g]);var v=u(t,s);if(!(v&lt;0))for(;r[v++].push(i),!(v&gt;=t.length||0!==a(t[v],s)););}return r}function f(t,e){if(e&lt;0)return[];for(var r=[],i=(1&lt;&lt;e+1)-1,a=0;a&lt;t.length;++a)for(var o=t[a],l=i;l&lt;1&lt;&lt;o.length;l=n.nextCombination(l)){for(var u=new Array(e+1),c=0,f=0;f&lt;o.length;++f)l&amp;1&lt;&lt;f&amp;&amp;(u[c++]=o[f]);r.push(u)}return s(r)}r.dimension=function(t){for(var e=0,r=Math.max,n=0,i=t.length;n&lt;i;++n)e=r(e,t[n].length);return e-1},r.countVertices=function(t){for(var e=-1,r=Math.max,n=0,i=t.length;n&lt;i;++n)for(var a=t[n],o=0,s=a.length;o&lt;s;++o)e=r(e,a[o]);return e+1},r.cloneCells=function(t){for(var e=new Array(t.length),r=0,n=t.length;r&lt;n;++r)e[r]=t[r].slice(0);return e},r.compareCells=a,r.normalize=s,r.unique=l,r.findCell=u,r.incidence=c,r.dual=function(t,e){if(!e)return c(l(f(t,0)),t);for(var r=new Array(e),n=0;n&lt;e;++n)r[n]=[];n=0;for(var i=t.length;n&lt;i;++n)for(var a=t[n],o=0,s=a.length;o&lt;s;++o)r[a[o]].push(n);return r},r.explode=function(t){for(var e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0|i.length,o=1,l=1&lt;&lt;a;o&lt;l;++o){for(var u=[],c=0;c&lt;a;++c)o&gt;&gt;&gt;c&amp;1&amp;&amp;u.push(i[c]);e.push(u)}return s(e)},r.skeleton=f,r.boundary=function(t){for(var e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0,o=i.length;a&lt;o;++a){for(var l=new Array(i.length-1),u=0,c=0;u&lt;o;++u)u!==a&amp;&amp;(l[c++]=i[u]);e.push(l)}return s(e)},r.connectedComponents=function(t,e){return e?function(t,e){for(var r=new i(e),n=0;n&lt;t.length;++n)for(var a=t[n],o=0;o&lt;a.length;++o)for(var s=o+1;s&lt;a.length;++s)r.link(a[o],a[s]);var l=[],u=r.ranks;for(n=0;n&lt;u.length;++n)u[n]=-1;for(n=0;n&lt;t.length;++n){var c=r.find(t[n][0]);u[c]&lt;0?(u[c]=l.length,l.push([t[n].slice(0)])):l[u[c]].push(t[n].slice(0))}return l}(t,e):function(t){for(var e=l(s(f(t,0))),r=new i(e.length),n=0;n&lt;t.length;++n)for(var a=t[n],o=0;o&lt;a.length;++o)for(var c=u(e,[a[o]]),h=o+1;h&lt;a.length;++h)r.link(c,u(e,[a[h]]));var d=[],p=r.ranks;for(n=0;n&lt;p.length;++n)p[n]=-1;for(n=0;n&lt;t.length;++n){var g=r.find(u(e,[t[n][0]]));p[g]&lt;0?(p[g]=d.length,d.push([t[n].slice(0)])):d[p[g]].push(t[n].slice(0))}return d}(t)}},{&quot;bit-twiddle&quot;:36,&quot;union-find&quot;:349}],333:[function(t,e,r){arguments[4][36][0].apply(r,arguments)},{dup:36}],334:[function(t,e,r){arguments[4][332][0].apply(r,arguments)},{&quot;bit-twiddle&quot;:333,dup:332,&quot;union-find&quot;:335}],335:[function(t,e,r){&quot;use strict&quot;;function n(t){this.roots=new Array(t),this.ranks=new Array(t);for(var e=0;e&lt;t;++e)this.roots[e]=e,this.ranks[e]=0}e.exports=n,n.prototype.length=function(){return this.roots.length},n.prototype.makeSet=function(){var t=this.roots.length;return this.roots.push(t),this.ranks.push(0),t},n.prototype.find=function(t){for(var e=this.roots;e[t]!==t;){var r=e[t];e[t]=e[r],t=r}return t},n.prototype.link=function(t,e){var r=this.find(t),n=this.find(e);if(r!==n){var i=this.ranks,a=this.roots,o=i[r],s=i[n];o&lt;s?a[r]=n:s&lt;o?a[n]=r:(a[n]=r,++i[r])}}},{}],336:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){for(var a=e.length,o=t.length,s=new Array(a),l=new Array(a),u=new Array(a),c=new Array(a),f=0;f&lt;a;++f)s[f]=l[f]=-1,u[f]=1/0,c[f]=!1;for(var f=0;f&lt;o;++f){var h=t[f];if(2!==h.length)throw new Error(&quot;Input must be a graph&quot;);var d=h[1],p=h[0];-1!==l[p]?l[p]=-2:l[p]=d,-1!==s[d]?s[d]=-2:s[d]=p}function g(t){if(c[t])return 1/0;var r,i,a,o,u,f=s[t],h=l[t];return f&lt;0||h&lt;0?1/0:(r=e[t],i=e[f],a=e[h],o=Math.abs(n(r,i,a)),u=Math.sqrt(Math.pow(i[0]-a[0],2)+Math.pow(i[1]-a[1],2)),o/u)}function v(t,e){var r=M[t],n=M[e];M[t]=n,M[e]=r,T[r]=e,T[n]=t}function m(t){return u[M[t]]}function y(t){return 1&amp;t?t-1&gt;&gt;1:(t&gt;&gt;1)-1}function b(t){for(var e=m(t);;){var r=e,n=2*t+1,i=2*(t+1),a=t;if(n&lt;E){var o=m(n);o&lt;r&amp;&amp;(a=n,r=o)}if(i&lt;E){var s=m(i);s&lt;r&amp;&amp;(a=i)}if(a===t)return t;v(t,a),t=a}}function x(t){for(var e=m(t);t&gt;0;){var r=y(t);if(r&gt;=0){var n=m(r);if(e&lt;n){v(t,r),t=r;continue}}return t}}function _(){if(E&gt;0){var t=M[0];return v(0,E-1),E-=1,b(0),t}return-1}function w(t,e){var r=M[t];return u[r]===e?t:(u[r]=-1/0,x(t),_(),u[r]=e,x((E+=1)-1))}function A(t){if(!c[t]){c[t]=!0;var e=s[t],r=l[t];s[r]&gt;=0&amp;&amp;(s[r]=e),l[e]&gt;=0&amp;&amp;(l[e]=r),T[e]&gt;=0&amp;&amp;w(T[e],g(e)),T[r]&gt;=0&amp;&amp;w(T[r],g(r))}}for(var M=[],T=new Array(a),f=0;f&lt;a;++f){var k=u[f]=g(f);k&lt;1/0?(T[f]=M.length,M.push(f)):T[f]=-1}for(var E=M.length,f=E&gt;&gt;1;f&gt;=0;--f)b(f);for(;;){var L=_();if(L&lt;0||u[L]&gt;r)break;A(L)}for(var S=[],f=0;f&lt;a;++f)c[f]||(T[f]=S.length,S.push(e[f].slice()));S.length;function C(t,e){if(t[e]&lt;0)return e;var r=e,n=e;do{var i=t[n];if(!c[n]||i&lt;0||i===n)break;if(i=t[n=i],!c[n]||i&lt;0||i===n)break;n=i,r=t[r]}while(r!==n);for(var a=e;a!==n;a=t[a])t[a]=n;return n}var O=[];return t.forEach(function(t){var e=C(s,t[0]),r=C(l,t[1]);if(e&gt;=0&amp;&amp;r&gt;=0&amp;&amp;e!==r){var n=T[e],i=T[r];n!==i&amp;&amp;O.push([n,i])}}),i.unique(i.normalize(O)),{positions:S,edges:O}};var n=t(&quot;robust-orientation&quot;),i=t(&quot;simplicial-complex&quot;)},{&quot;robust-orientation&quot;:322,&quot;simplicial-complex&quot;:334}],337:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r,a,o,s;if(e[0][0]&lt;e[1][0])r=e[0],a=e[1];else{if(!(e[0][0]&gt;e[1][0]))return i(e,t);r=e[1],a=e[0]}if(t[0][0]&lt;t[1][0])o=t[0],s=t[1];else{if(!(t[0][0]&gt;t[1][0]))return-i(t,e);o=t[1],s=t[0]}var l=n(r,a,s),u=n(r,a,o);if(l&lt;0){if(u&lt;=0)return l}else if(l&gt;0){if(u&gt;=0)return l}else if(u)return u;if(l=n(s,o,a),u=n(s,o,r),l&lt;0){if(u&lt;=0)return l}else if(l&gt;0){if(u&gt;=0)return l}else if(u)return u;return a[0]-s[0]};var n=t(&quot;robust-orientation&quot;);function i(t,e){var r,i,a,o;if(e[0][0]&lt;e[1][0])r=e[0],i=e[1];else{if(!(e[0][0]&gt;e[1][0])){var s=Math.min(t[0][1],t[1][1]),l=Math.max(t[0][1],t[1][1]),u=Math.min(e[0][1],e[1][1]),c=Math.max(e[0][1],e[1][1]);return l&lt;u?l-u:s&gt;c?s-c:l-c}r=e[1],i=e[0]}t[0][1]&lt;t[1][1]?(a=t[0],o=t[1]):(a=t[1],o=t[0]);var f=n(i,r,a);return f||((f=n(i,r,o))||o-i)}},{&quot;robust-orientation&quot;:322}],338:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.length,r=2*e,n=new Array(r),a=0;a&lt;e;++a){var l=t[a],u=l[0][0]&lt;l[1][0];n[2*a]=new f(l[0][0],l,u,a),n[2*a+1]=new f(l[1][0],l,!u,a)}n.sort(function(t,e){var r=t.x-e.x;return r||((r=t.create-e.create)||Math.min(t.segment[0][1],t.segment[1][1])-Math.min(e.segment[0][1],e.segment[1][1]))});for(var h=i(o),d=[],p=[],g=[],a=0;a&lt;r;){for(var v=n[a].x,m=[];a&lt;r;){var y=n[a];if(y.x!==v)break;a+=1,y.segment[0][0]===y.x&amp;&amp;y.segment[1][0]===y.x?y.create&amp;&amp;(y.segment[0][1]&lt;y.segment[1][1]?(m.push(new c(y.segment[0][1],y.index,!0,!0)),m.push(new c(y.segment[1][1],y.index,!1,!1))):(m.push(new c(y.segment[1][1],y.index,!0,!1)),m.push(new c(y.segment[0][1],y.index,!1,!0)))):h=y.create?h.insert(y.segment,y.index):h.remove(y.segment)}d.push(h.root),p.push(v),g.push(m)}return new s(d,p,g)};var n=t(&quot;binary-search-bounds&quot;),i=t(&quot;functional-red-black-tree&quot;),a=t(&quot;robust-orientation&quot;),o=t(&quot;./lib/order-segments&quot;);function s(t,e,r){this.slabs=t,this.coordinates=e,this.horizontal=r}function l(t,e){return t.y-e}function u(t,e){for(var r=null;t;){var n,i,o=t.key;o[0][0]&lt;o[1][0]?(n=o[0],i=o[1]):(n=o[1],i=o[0]);var s=a(n,i,e);if(s&lt;0)t=t.left;else if(s&gt;0)if(e[0]!==o[1][0])r=t,t=t.right;else{if(l=u(t.right,e))return l;t=t.left}else{if(e[0]!==o[1][0])return t;var l;if(l=u(t.right,e))return l;t=t.left}}return r}function c(t,e,r,n){this.y=t,this.index=e,this.start=r,this.closed=n}function f(t,e,r,n){this.x=t,this.segment=e,this.create=r,this.index=n}s.prototype.castUp=function(t){var e=n.le(this.coordinates,t[0]);if(e&lt;0)return-1;this.slabs[e];var r=u(this.slabs[e],t),i=-1;if(r&amp;&amp;(i=r.value),this.coordinates[e]===t[0]){var s=null;if(r&amp;&amp;(s=r.key),e&gt;0){var c=u(this.slabs[e-1],t);c&amp;&amp;(s?o(c.key,s)&gt;0&amp;&amp;(s=c.key,i=c.value):(i=c.value,s=c.key))}var f=this.horizontal[e];if(f.length&gt;0){var h=n.ge(f,t[1],l);if(h&lt;f.length){var d=f[h];if(t[1]===d.y){if(d.closed)return d.index;for(;h&lt;f.length-1&amp;&amp;f[h+1].y===t[1];)if((d=f[h+=1]).closed)return d.index;if(d.y===t[1]&amp;&amp;!d.start){if((h+=1)&gt;=f.length)return i;d=f[h]}}if(d.start)if(s){var p=a(s[0],s[1],[t[0],d.y]);s[0][0]&gt;s[1][0]&amp;&amp;(p=-p),p&gt;0&amp;&amp;(i=d.index)}else i=d.index;else d.y!==t[1]&amp;&amp;(i=d.index)}}}return i}},{&quot;./lib/order-segments&quot;:337,&quot;binary-search-bounds&quot;:35,&quot;functional-red-black-tree&quot;:92,&quot;robust-orientation&quot;:322}],339:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-dot-product&quot;),i=t(&quot;robust-sum&quot;);function a(t,e){var r=i(n(t,e),[e[e.length-1]]);return r[r.length-1]}function o(t,e,r,n){var i=-e/(n-e);i&lt;0?i=0:i&gt;1&amp;&amp;(i=1);for(var a=1-i,o=t.length,s=new Array(o),l=0;l&lt;o;++l)s[l]=i*t[l]+a*r[l];return s}e.exports=function(t,e){for(var r=[],n=[],i=a(t[t.length-1],e),s=t[t.length-1],l=t[0],u=0;u&lt;t.length;++u,s=l){var c=a(l=t[u],e);if(i&lt;0&amp;&amp;c&gt;0||i&gt;0&amp;&amp;c&lt;0){var f=o(s,c,l,i);r.push(f),n.push(f.slice())}c&lt;0?n.push(l.slice()):c&gt;0?r.push(l.slice()):(r.push(l.slice()),n.push(l.slice())),i=c}return{positive:r,negative:n}},e.exports.positive=function(t,e){for(var r=[],n=a(t[t.length-1],e),i=t[t.length-1],s=t[0],l=0;l&lt;t.length;++l,i=s){var u=a(s=t[l],e);(n&lt;0&amp;&amp;u&gt;0||n&gt;0&amp;&amp;u&lt;0)&amp;&amp;r.push(o(i,u,s,n)),u&gt;=0&amp;&amp;r.push(s.slice()),n=u}return r},e.exports.negative=function(t,e){for(var r=[],n=a(t[t.length-1],e),i=t[t.length-1],s=t[0],l=0;l&lt;t.length;++l,i=s){var u=a(s=t[l],e);(n&lt;0&amp;&amp;u&gt;0||n&gt;0&amp;&amp;u&lt;0)&amp;&amp;r.push(o(i,u,s,n)),u&lt;=0&amp;&amp;r.push(s.slice()),n=u}return r}},{&quot;robust-dot-product&quot;:319,&quot;robust-sum&quot;:327}],340:[function(t,e,r){!function(){&quot;use strict&quot;;var t={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\\x25]+/,modulo:/^\\x25{2}/,placeholder:/^\\x25(?:([1-9]\\d*)\\$|\\(([^)]+)\\))?(\\+)?(0|&#x27;[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function e(r){return function(r,n){var i,a,o,s,l,u,c,f,h,d=1,p=r.length,g=&quot;&quot;;for(a=0;a&lt;p;a++)if(&quot;string&quot;==typeof r[a])g+=r[a];else if(&quot;object&quot;==typeof r[a]){if((s=r[a]).keys)for(i=n[d],o=0;o&lt;s.keys.length;o++){if(null==i)throw new Error(e(&#x27;[sprintf] Cannot access property &quot;%s&quot; of undefined value &quot;%s&quot;&#x27;,s.keys[o],s.keys[o-1]));i=i[s.keys[o]]}else i=s.param_no?n[s.param_no]:n[d++];if(t.not_type.test(s.type)&amp;&amp;t.not_primitive.test(s.type)&amp;&amp;i instanceof Function&amp;&amp;(i=i()),t.numeric_arg.test(s.type)&amp;&amp;&quot;number&quot;!=typeof i&amp;&amp;isNaN(i))throw new TypeError(e(&quot;[sprintf] expecting number but found %T&quot;,i));switch(t.number.test(s.type)&amp;&amp;(f=i&gt;=0),s.type){case&quot;b&quot;:i=parseInt(i,10).toString(2);break;case&quot;c&quot;:i=String.fromCharCode(parseInt(i,10));break;case&quot;d&quot;:case&quot;i&quot;:i=parseInt(i,10);break;case&quot;j&quot;:i=JSON.stringify(i,null,s.width?parseInt(s.width):0);break;case&quot;e&quot;:i=s.precision?parseFloat(i).toExponential(s.precision):parseFloat(i).toExponential();break;case&quot;f&quot;:i=s.precision?parseFloat(i).toFixed(s.precision):parseFloat(i);break;case&quot;g&quot;:i=s.precision?String(Number(i.toPrecision(s.precision))):parseFloat(i);break;case&quot;o&quot;:i=(parseInt(i,10)&gt;&gt;&gt;0).toString(8);break;case&quot;s&quot;:i=String(i),i=s.precision?i.substring(0,s.precision):i;break;case&quot;t&quot;:i=String(!!i),i=s.precision?i.substring(0,s.precision):i;break;case&quot;T&quot;:i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=s.precision?i.substring(0,s.precision):i;break;case&quot;u&quot;:i=parseInt(i,10)&gt;&gt;&gt;0;break;case&quot;v&quot;:i=i.valueOf(),i=s.precision?i.substring(0,s.precision):i;break;case&quot;x&quot;:i=(parseInt(i,10)&gt;&gt;&gt;0).toString(16);break;case&quot;X&quot;:i=(parseInt(i,10)&gt;&gt;&gt;0).toString(16).toUpperCase()}t.json.test(s.type)?g+=i:(!t.number.test(s.type)||f&amp;&amp;!s.sign?h=&quot;&quot;:(h=f?&quot;+&quot;:&quot;-&quot;,i=i.toString().replace(t.sign,&quot;&quot;)),u=s.pad_char?&quot;0&quot;===s.pad_char?&quot;0&quot;:s.pad_char.charAt(1):&quot; &quot;,c=s.width-(h+i).length,l=s.width&amp;&amp;c&gt;0?u.repeat(c):&quot;&quot;,g+=s.align?h+i+l:&quot;0&quot;===u?h+l+i:l+h+i)}return g}(function(e){if(i[e])return i[e];var r,n=e,a=[],o=0;for(;n;){if(null!==(r=t.text.exec(n)))a.push(r[0]);else if(null!==(r=t.modulo.exec(n)))a.push(&quot;%&quot;);else{if(null===(r=t.placeholder.exec(n)))throw new SyntaxError(&quot;[sprintf] unexpected placeholder&quot;);if(r[2]){o|=1;var s=[],l=r[2],u=[];if(null===(u=t.key.exec(l)))throw new SyntaxError(&quot;[sprintf] failed to parse named argument key&quot;);for(s.push(u[1]);&quot;&quot;!==(l=l.substring(u[0].length));)if(null!==(u=t.key_access.exec(l)))s.push(u[1]);else{if(null===(u=t.index_access.exec(l)))throw new SyntaxError(&quot;[sprintf] failed to parse named argument key&quot;);s.push(u[1])}r[2]=s}else o|=2;if(3===o)throw new Error(&quot;[sprintf] mixing positional and named placeholders is not (yet) supported&quot;);a.push({placeholder:r[0],param_no:r[1],keys:r[2],sign:r[3],pad_char:r[4],align:r[5],width:r[6],precision:r[7],type:r[8]})}n=n.substring(r[0].length)}return i[e]=a}(r),arguments)}function n(t,r){return e.apply(null,[t].concat(r||[]))}var i=Object.create(null);&quot;undefined&quot;!=typeof r&amp;&amp;(r.sprintf=e,r.vsprintf=n),&quot;undefined&quot;!=typeof window&amp;&amp;(window.sprintf=e,window.vsprintf=n)}()},{}],341:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){if(t.dimension&lt;=0)return{positions:[],cells:[]};if(1===t.dimension)return function(t,e){for(var r=a(t,e),n=r.length,i=new Array(n),o=new Array(n),s=0;s&lt;n;++s)i[s]=[r[s]],o[s]=[s];return{positions:i,cells:o}}(t,e);var r=t.order.join()+&quot;-&quot;+t.dtype,s=o[r],e=+e||0;s||(s=o[r]=function(t,e){var r=t.length,a=[&quot;&#x27;use strict&#x27;;&quot;],o=&quot;surfaceNets&quot;+t.join(&quot;_&quot;)+&quot;d&quot;+e;a.push(&quot;var contour=genContour({&quot;,&quot;order:[&quot;,t.join(),&quot;],&quot;,&quot;scalarArguments: 3,&quot;,&quot;phase:function phaseFunc(p,a,b,c) { return (p &gt; c)|0 },&quot;),&quot;generic&quot;===e&amp;&amp;a.push(&quot;getters:[0],&quot;);for(var s=[],l=[],u=0;u&lt;r;++u)s.push(&quot;d&quot;+u),l.push(&quot;d&quot;+u);for(var u=0;u&lt;1&lt;&lt;r;++u)s.push(&quot;v&quot;+u),l.push(&quot;v&quot;+u);for(var u=0;u&lt;1&lt;&lt;r;++u)s.push(&quot;p&quot;+u),l.push(&quot;p&quot;+u);s.push(&quot;a&quot;,&quot;b&quot;,&quot;c&quot;),l.push(&quot;a&quot;,&quot;c&quot;),a.push(&quot;vertex:function vertexFunc(&quot;,s.join(),&quot;){&quot;);for(var c=[],u=0;u&lt;1&lt;&lt;r;++u)c.push(&quot;(p&quot;+u+&quot;&lt;&lt;&quot;+u+&quot;)&quot;);a.push(&quot;var m=(&quot;,c.join(&quot;+&quot;),&quot;)|0;if(m===0||m===&quot;,(1&lt;&lt;(1&lt;&lt;r))-1,&quot;){return}&quot;);var f=[],h=[];1&lt;&lt;(1&lt;&lt;r)&lt;=128?(a.push(&quot;switch(m){&quot;),h=a):a.push(&quot;switch(m&gt;&gt;&gt;7){&quot;);for(var u=0;u&lt;1&lt;&lt;(1&lt;&lt;r);++u){if(1&lt;&lt;(1&lt;&lt;r)&gt;128&amp;&amp;u%128==0){f.length&gt;0&amp;&amp;h.push(&quot;}}&quot;);var d=&quot;vExtra&quot;+f.length;a.push(&quot;case &quot;,u&gt;&gt;&gt;7,&quot;:&quot;,d,&quot;(m&amp;0x7f,&quot;,l.join(),&quot;);break;&quot;),h=[&quot;function &quot;,d,&quot;(m,&quot;,l.join(),&quot;){switch(m){&quot;],f.push(h)}h.push(&quot;case &quot;,127&amp;u,&quot;:&quot;);for(var p=new Array(r),g=new Array(r),v=new Array(r),m=new Array(r),y=0,b=0;b&lt;r;++b)p[b]=[],g[b]=[],v[b]=0,m[b]=0;for(var b=0;b&lt;1&lt;&lt;r;++b)for(var x=0;x&lt;r;++x){var _=b^1&lt;&lt;x;if(!(_&gt;b)&amp;&amp;!(u&amp;1&lt;&lt;_)!=!(u&amp;1&lt;&lt;b)){var w=1;u&amp;1&lt;&lt;_?g[x].push(&quot;v&quot;+_+&quot;-v&quot;+b):(g[x].push(&quot;v&quot;+b+&quot;-v&quot;+_),w=-w),w&lt;0?(p[x].push(&quot;-v&quot;+b+&quot;-v&quot;+_),v[x]+=2):(p[x].push(&quot;v&quot;+b+&quot;+v&quot;+_),v[x]-=2),y+=1;for(var A=0;A&lt;r;++A)A!==x&amp;&amp;(_&amp;1&lt;&lt;A?m[A]+=1:m[A]-=1)}}for(var M=[],x=0;x&lt;r;++x)if(0===p[x].length)M.push(&quot;d&quot;+x+&quot;-0.5&quot;);else{var T=&quot;&quot;;v[x]&lt;0?T=v[x]+&quot;*c&quot;:v[x]&gt;0&amp;&amp;(T=&quot;+&quot;+v[x]+&quot;*c&quot;);var k=p[x].length/y*.5,E=.5+m[x]/y*.5;M.push(&quot;d&quot;+x+&quot;-&quot;+E+&quot;-&quot;+k+&quot;*(&quot;+p[x].join(&quot;+&quot;)+T+&quot;)/(&quot;+g[x].join(&quot;+&quot;)+&quot;)&quot;)}h.push(&quot;a.push([&quot;,M.join(),&quot;]);&quot;,&quot;break;&quot;)}a.push(&quot;}},&quot;),f.length&gt;0&amp;&amp;h.push(&quot;}}&quot;);for(var L=[],u=0;u&lt;1&lt;&lt;r-1;++u)L.push(&quot;v&quot;+u);L.push(&quot;c0&quot;,&quot;c1&quot;,&quot;p0&quot;,&quot;p1&quot;,&quot;a&quot;,&quot;b&quot;,&quot;c&quot;),a.push(&quot;cell:function cellFunc(&quot;,L.join(),&quot;){&quot;);var S=i(r-1);a.push(&quot;if(p0){b.push(&quot;,S.map(function(t){return&quot;[&quot;+t.map(function(t){return&quot;v&quot;+t})+&quot;]&quot;}).join(),&quot;)}else{b.push(&quot;,S.map(function(t){var e=t.slice();return e.reverse(),&quot;[&quot;+e.map(function(t){return&quot;v&quot;+t})+&quot;]&quot;}).join(),&quot;)}}});function &quot;,o,&quot;(array,level){var verts=[],cells=[];contour(array,verts,cells,level);return {positions:verts,cells:cells};} return &quot;,o,&quot;;&quot;);for(var u=0;u&lt;f.length;++u)a.push(f[u].join(&quot;&quot;));return new Function(&quot;genContour&quot;,a.join(&quot;&quot;))(n)}(t.order,t.dtype));return s(t,e)};var n=t(&quot;ndarray-extract-contour&quot;),i=t(&quot;triangulate-hypercube&quot;),a=t(&quot;zero-crossings&quot;);var o={}},{&quot;ndarray-extract-contour&quot;:275,&quot;triangulate-hypercube&quot;:344,&quot;zero-crossings&quot;:359}],342:[function(t,e,r){!function(t){var r=/^\\s+/,n=/\\s+$/,i=0,a=t.round,o=t.min,s=t.max,l=t.random;function u(e,l){if(l=l||{},(e=e||&quot;&quot;)instanceof u)return e;if(!(this instanceof u))return new u(e,l);var c=function(e){var i={r:0,g:0,b:0},a=1,l=null,u=null,c=null,f=!1,h=!1;&quot;string&quot;==typeof e&amp;&amp;(e=function(t){t=t.replace(r,&quot;&quot;).replace(n,&quot;&quot;).toLowerCase();var e,i=!1;if(E[t])t=E[t],i=!0;else if(&quot;transparent&quot;==t)return{r:0,g:0,b:0,a:0,format:&quot;name&quot;};if(e=B.rgb.exec(t))return{r:e[1],g:e[2],b:e[3]};if(e=B.rgba.exec(t))return{r:e[1],g:e[2],b:e[3],a:e[4]};if(e=B.hsl.exec(t))return{h:e[1],s:e[2],l:e[3]};if(e=B.hsla.exec(t))return{h:e[1],s:e[2],l:e[3],a:e[4]};if(e=B.hsv.exec(t))return{h:e[1],s:e[2],v:e[3]};if(e=B.hsva.exec(t))return{h:e[1],s:e[2],v:e[3],a:e[4]};if(e=B.hex8.exec(t))return{r:R(e[1]),g:R(e[2]),b:R(e[3]),a:N(e[4]),format:i?&quot;name&quot;:&quot;hex8&quot;};if(e=B.hex6.exec(t))return{r:R(e[1]),g:R(e[2]),b:R(e[3]),format:i?&quot;name&quot;:&quot;hex&quot;};if(e=B.hex4.exec(t))return{r:R(e[1]+&quot;&quot;+e[1]),g:R(e[2]+&quot;&quot;+e[2]),b:R(e[3]+&quot;&quot;+e[3]),a:N(e[4]+&quot;&quot;+e[4]),format:i?&quot;name&quot;:&quot;hex8&quot;};if(e=B.hex3.exec(t))return{r:R(e[1]+&quot;&quot;+e[1]),g:R(e[2]+&quot;&quot;+e[2]),b:R(e[3]+&quot;&quot;+e[3]),format:i?&quot;name&quot;:&quot;hex&quot;};return!1}(e));&quot;object&quot;==typeof e&amp;&amp;(U(e.r)&amp;&amp;U(e.g)&amp;&amp;U(e.b)?(d=e.r,p=e.g,g=e.b,i={r:255*C(d,255),g:255*C(p,255),b:255*C(g,255)},f=!0,h=&quot;%&quot;===String(e.r).substr(-1)?&quot;prgb&quot;:&quot;rgb&quot;):U(e.h)&amp;&amp;U(e.s)&amp;&amp;U(e.v)?(l=z(e.s),u=z(e.v),i=function(e,r,n){e=6*C(e,360),r=C(r,100),n=C(n,100);var i=t.floor(e),a=e-i,o=n*(1-r),s=n*(1-a*r),l=n*(1-(1-a)*r),u=i%6;return{r:255*[n,s,o,o,l,n][u],g:255*[l,n,n,s,o,o][u],b:255*[o,o,l,n,n,s][u]}}(e.h,l,u),f=!0,h=&quot;hsv&quot;):U(e.h)&amp;&amp;U(e.s)&amp;&amp;U(e.l)&amp;&amp;(l=z(e.s),c=z(e.l),i=function(t,e,r){var n,i,a;function o(t,e,r){return r&lt;0&amp;&amp;(r+=1),r&gt;1&amp;&amp;(r-=1),r&lt;1/6?t+6*(e-t)*r:r&lt;.5?e:r&lt;2/3?t+(e-t)*(2/3-r)*6:t}if(t=C(t,360),e=C(e,100),r=C(r,100),0===e)n=i=a=r;else{var s=r&lt;.5?r*(1+e):r+e-r*e,l=2*r-s;n=o(l,s,t+1/3),i=o(l,s,t),a=o(l,s,t-1/3)}return{r:255*n,g:255*i,b:255*a}}(e.h,l,c),f=!0,h=&quot;hsl&quot;),e.hasOwnProperty(&quot;a&quot;)&amp;&amp;(a=e.a));var d,p,g;return a=S(a),{ok:f,format:e.format||h,r:o(255,s(i.r,0)),g:o(255,s(i.g,0)),b:o(255,s(i.b,0)),a:a}}(e);this._originalInput=e,this._r=c.r,this._g=c.g,this._b=c.b,this._a=c.a,this._roundA=a(100*this._a)/100,this._format=l.format||c.format,this._gradientType=l.gradientType,this._r&lt;1&amp;&amp;(this._r=a(this._r)),this._g&lt;1&amp;&amp;(this._g=a(this._g)),this._b&lt;1&amp;&amp;(this._b=a(this._b)),this._ok=c.ok,this._tc_id=i++}function c(t,e,r){t=C(t,255),e=C(e,255),r=C(r,255);var n,i,a=s(t,e,r),l=o(t,e,r),u=(a+l)/2;if(a==l)n=i=0;else{var c=a-l;switch(i=u&gt;.5?c/(2-a-l):c/(a+l),a){case t:n=(e-r)/c+(e&lt;r?6:0);break;case e:n=(r-t)/c+2;break;case r:n=(t-e)/c+4}n/=6}return{h:n,s:i,l:u}}function f(t,e,r){t=C(t,255),e=C(e,255),r=C(r,255);var n,i,a=s(t,e,r),l=o(t,e,r),u=a,c=a-l;if(i=0===a?0:c/a,a==l)n=0;else{switch(a){case t:n=(e-r)/c+(e&lt;r?6:0);break;case e:n=(r-t)/c+2;break;case r:n=(t-e)/c+4}n/=6}return{h:n,s:i,v:u}}function h(t,e,r,n){var i=[P(a(t).toString(16)),P(a(e).toString(16)),P(a(r).toString(16))];return n&amp;&amp;i[0].charAt(0)==i[0].charAt(1)&amp;&amp;i[1].charAt(0)==i[1].charAt(1)&amp;&amp;i[2].charAt(0)==i[2].charAt(1)?i[0].charAt(0)+i[1].charAt(0)+i[2].charAt(0):i.join(&quot;&quot;)}function d(t,e,r,n){return[P(I(n)),P(a(t).toString(16)),P(a(e).toString(16)),P(a(r).toString(16))].join(&quot;&quot;)}function p(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.s-=e/100,r.s=O(r.s),u(r)}function g(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.s+=e/100,r.s=O(r.s),u(r)}function v(t){return u(t).desaturate(100)}function m(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.l+=e/100,r.l=O(r.l),u(r)}function y(t,e){e=0===e?0:e||10;var r=u(t).toRgb();return r.r=s(0,o(255,r.r-a(-e/100*255))),r.g=s(0,o(255,r.g-a(-e/100*255))),r.b=s(0,o(255,r.b-a(-e/100*255))),u(r)}function b(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.l-=e/100,r.l=O(r.l),u(r)}function x(t,e){var r=u(t).toHsl(),n=(r.h+e)%360;return r.h=n&lt;0?360+n:n,u(r)}function _(t){var e=u(t).toHsl();return e.h=(e.h+180)%360,u(e)}function w(t){var e=u(t).toHsl(),r=e.h;return[u(t),u({h:(r+120)%360,s:e.s,l:e.l}),u({h:(r+240)%360,s:e.s,l:e.l})]}function A(t){var e=u(t).toHsl(),r=e.h;return[u(t),u({h:(r+90)%360,s:e.s,l:e.l}),u({h:(r+180)%360,s:e.s,l:e.l}),u({h:(r+270)%360,s:e.s,l:e.l})]}function M(t){var e=u(t).toHsl(),r=e.h;return[u(t),u({h:(r+72)%360,s:e.s,l:e.l}),u({h:(r+216)%360,s:e.s,l:e.l})]}function T(t,e,r){e=e||6,r=r||30;var n=u(t).toHsl(),i=360/r,a=[u(t)];for(n.h=(n.h-(i*e&gt;&gt;1)+720)%360;--e;)n.h=(n.h+i)%360,a.push(u(n));return a}function k(t,e){e=e||6;for(var r=u(t).toHsv(),n=r.h,i=r.s,a=r.v,o=[],s=1/e;e--;)o.push(u({h:n,s:i,v:a})),a=(a+s)%1;return o}u.prototype={isDark:function(){return this.getBrightness()&lt;128},isLight:function(){return!this.isDark()},isValid:function(){return this._ok},getOriginalInput:function(){return this._originalInput},getFormat:function(){return this._format},getAlpha:function(){return this._a},getBrightness:function(){var t=this.toRgb();return(299*t.r+587*t.g+114*t.b)/1e3},getLuminance:function(){var e,r,n,i=this.toRgb();return e=i.r/255,r=i.g/255,n=i.b/255,.2126*(e&lt;=.03928?e/12.92:t.pow((e+.055)/1.055,2.4))+.7152*(r&lt;=.03928?r/12.92:t.pow((r+.055)/1.055,2.4))+.0722*(n&lt;=.03928?n/12.92:t.pow((n+.055)/1.055,2.4))},setAlpha:function(t){return this._a=S(t),this._roundA=a(100*this._a)/100,this},toHsv:function(){var t=f(this._r,this._g,this._b);return{h:360*t.h,s:t.s,v:t.v,a:this._a}},toHsvString:function(){var t=f(this._r,this._g,this._b),e=a(360*t.h),r=a(100*t.s),n=a(100*t.v);return 1==this._a?&quot;hsv(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%)&quot;:&quot;hsva(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%, &quot;+this._roundA+&quot;)&quot;},toHsl:function(){var t=c(this._r,this._g,this._b);return{h:360*t.h,s:t.s,l:t.l,a:this._a}},toHslString:function(){var t=c(this._r,this._g,this._b),e=a(360*t.h),r=a(100*t.s),n=a(100*t.l);return 1==this._a?&quot;hsl(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%)&quot;:&quot;hsla(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%, &quot;+this._roundA+&quot;)&quot;},toHex:function(t){return h(this._r,this._g,this._b,t)},toHexString:function(t){return&quot;#&quot;+this.toHex(t)},toHex8:function(t){return function(t,e,r,n,i){var o=[P(a(t).toString(16)),P(a(e).toString(16)),P(a(r).toString(16)),P(I(n))];if(i&amp;&amp;o[0].charAt(0)==o[0].charAt(1)&amp;&amp;o[1].charAt(0)==o[1].charAt(1)&amp;&amp;o[2].charAt(0)==o[2].charAt(1)&amp;&amp;o[3].charAt(0)==o[3].charAt(1))return o[0].charAt(0)+o[1].charAt(0)+o[2].charAt(0)+o[3].charAt(0);return o.join(&quot;&quot;)}(this._r,this._g,this._b,this._a,t)},toHex8String:function(t){return&quot;#&quot;+this.toHex8(t)},toRgb:function(){return{r:a(this._r),g:a(this._g),b:a(this._b),a:this._a}},toRgbString:function(){return 1==this._a?&quot;rgb(&quot;+a(this._r)+&quot;, &quot;+a(this._g)+&quot;, &quot;+a(this._b)+&quot;)&quot;:&quot;rgba(&quot;+a(this._r)+&quot;, &quot;+a(this._g)+&quot;, &quot;+a(this._b)+&quot;, &quot;+this._roundA+&quot;)&quot;},toPercentageRgb:function(){return{r:a(100*C(this._r,255))+&quot;%&quot;,g:a(100*C(this._g,255))+&quot;%&quot;,b:a(100*C(this._b,255))+&quot;%&quot;,a:this._a}},toPercentageRgbString:function(){return 1==this._a?&quot;rgb(&quot;+a(100*C(this._r,255))+&quot;%, &quot;+a(100*C(this._g,255))+&quot;%, &quot;+a(100*C(this._b,255))+&quot;%)&quot;:&quot;rgba(&quot;+a(100*C(this._r,255))+&quot;%, &quot;+a(100*C(this._g,255))+&quot;%, &quot;+a(100*C(this._b,255))+&quot;%, &quot;+this._roundA+&quot;)&quot;},toName:function(){return 0===this._a?&quot;transparent&quot;:!(this._a&lt;1)&amp;&amp;(L[h(this._r,this._g,this._b,!0)]||!1)},toFilter:function(t){var e=&quot;#&quot;+d(this._r,this._g,this._b,this._a),r=e,n=this._gradientType?&quot;GradientType = 1, &quot;:&quot;&quot;;if(t){var i=u(t);r=&quot;#&quot;+d(i._r,i._g,i._b,i._a)}return&quot;progid:DXImageTransform.Microsoft.gradient(&quot;+n+&quot;startColorstr=&quot;+e+&quot;,endColorstr=&quot;+r+&quot;)&quot;},toString:function(t){var e=!!t;t=t||this._format;var r=!1,n=this._a&lt;1&amp;&amp;this._a&gt;=0;return e||!n||&quot;hex&quot;!==t&amp;&amp;&quot;hex6&quot;!==t&amp;&amp;&quot;hex3&quot;!==t&amp;&amp;&quot;hex4&quot;!==t&amp;&amp;&quot;hex8&quot;!==t&amp;&amp;&quot;name&quot;!==t?(&quot;rgb&quot;===t&amp;&amp;(r=this.toRgbString()),&quot;prgb&quot;===t&amp;&amp;(r=this.toPercentageRgbString()),&quot;hex&quot;!==t&amp;&amp;&quot;hex6&quot;!==t||(r=this.toHexString()),&quot;hex3&quot;===t&amp;&amp;(r=this.toHexString(!0)),&quot;hex4&quot;===t&amp;&amp;(r=this.toHex8String(!0)),&quot;hex8&quot;===t&amp;&amp;(r=this.toHex8String()),&quot;name&quot;===t&amp;&amp;(r=this.toName()),&quot;hsl&quot;===t&amp;&amp;(r=this.toHslString()),&quot;hsv&quot;===t&amp;&amp;(r=this.toHsvString()),r||this.toHexString()):&quot;name&quot;===t&amp;&amp;0===this._a?this.toName():this.toRgbString()},clone:function(){return u(this.toString())},_applyModification:function(t,e){var r=t.apply(null,[this].concat([].slice.call(e)));return this._r=r._r,this._g=r._g,this._b=r._b,this.setAlpha(r._a),this},lighten:function(){return this._applyModification(m,arguments)},brighten:function(){return this._applyModification(y,arguments)},darken:function(){return this._applyModification(b,arguments)},desaturate:function(){return this._applyModification(p,arguments)},saturate:function(){return this._applyModification(g,arguments)},greyscale:function(){return this._applyModification(v,arguments)},spin:function(){return this._applyModification(x,arguments)},_applyCombination:function(t,e){return t.apply(null,[this].concat([].slice.call(e)))},analogous:function(){return this._applyCombination(T,arguments)},complement:function(){return this._applyCombination(_,arguments)},monochromatic:function(){return this._applyCombination(k,arguments)},splitcomplement:function(){return this._applyCombination(M,arguments)},triad:function(){return this._applyCombination(w,arguments)},tetrad:function(){return this._applyCombination(A,arguments)}},u.fromRatio=function(t,e){if(&quot;object&quot;==typeof t){var r={};for(var n in t)t.hasOwnProperty(n)&amp;&amp;(r[n]=&quot;a&quot;===n?t[n]:z(t[n]));t=r}return u(t,e)},u.equals=function(t,e){return!(!t||!e)&amp;&amp;u(t).toRgbString()==u(e).toRgbString()},u.random=function(){return u.fromRatio({r:l(),g:l(),b:l()})},u.mix=function(t,e,r){r=0===r?0:r||50;var n=u(t).toRgb(),i=u(e).toRgb(),a=r/100;return u({r:(i.r-n.r)*a+n.r,g:(i.g-n.g)*a+n.g,b:(i.b-n.b)*a+n.b,a:(i.a-n.a)*a+n.a})},u.readability=function(e,r){var n=u(e),i=u(r);return(t.max(n.getLuminance(),i.getLuminance())+.05)/(t.min(n.getLuminance(),i.getLuminance())+.05)},u.isReadable=function(t,e,r){var n,i,a=u.readability(t,e);switch(i=!1,(n=function(t){var e,r;e=((t=t||{level:&quot;AA&quot;,size:&quot;small&quot;}).level||&quot;AA&quot;).toUpperCase(),r=(t.size||&quot;small&quot;).toLowerCase(),&quot;AA&quot;!==e&amp;&amp;&quot;AAA&quot;!==e&amp;&amp;(e=&quot;AA&quot;);&quot;small&quot;!==r&amp;&amp;&quot;large&quot;!==r&amp;&amp;(r=&quot;small&quot;);return{level:e,size:r}}(r)).level+n.size){case&quot;AAsmall&quot;:case&quot;AAAlarge&quot;:i=a&gt;=4.5;break;case&quot;AAlarge&quot;:i=a&gt;=3;break;case&quot;AAAsmall&quot;:i=a&gt;=7}return i},u.mostReadable=function(t,e,r){var n,i,a,o,s=null,l=0;i=(r=r||{}).includeFallbackColors,a=r.level,o=r.size;for(var c=0;c&lt;e.length;c++)(n=u.readability(t,e[c]))&gt;l&amp;&amp;(l=n,s=u(e[c]));return u.isReadable(t,s,{level:a,size:o})||!i?s:(r.includeFallbackColors=!1,u.mostReadable(t,[&quot;#fff&quot;,&quot;#000&quot;],r))};var E=u.names={aliceblue:&quot;f0f8ff&quot;,antiquewhite:&quot;faebd7&quot;,aqua:&quot;0ff&quot;,aquamarine:&quot;7fffd4&quot;,azure:&quot;f0ffff&quot;,beige:&quot;f5f5dc&quot;,bisque:&quot;ffe4c4&quot;,black:&quot;000&quot;,blanchedalmond:&quot;ffebcd&quot;,blue:&quot;00f&quot;,blueviolet:&quot;8a2be2&quot;,brown:&quot;a52a2a&quot;,burlywood:&quot;deb887&quot;,burntsienna:&quot;ea7e5d&quot;,cadetblue:&quot;5f9ea0&quot;,chartreuse:&quot;7fff00&quot;,chocolate:&quot;d2691e&quot;,coral:&quot;ff7f50&quot;,cornflowerblue:&quot;6495ed&quot;,cornsilk:&quot;fff8dc&quot;,crimson:&quot;dc143c&quot;,cyan:&quot;0ff&quot;,darkblue:&quot;00008b&quot;,darkcyan:&quot;008b8b&quot;,darkgoldenrod:&quot;b8860b&quot;,darkgray:&quot;a9a9a9&quot;,darkgreen:&quot;006400&quot;,darkgrey:&quot;a9a9a9&quot;,darkkhaki:&quot;bdb76b&quot;,darkmagenta:&quot;8b008b&quot;,darkolivegreen:&quot;556b2f&quot;,darkorange:&quot;ff8c00&quot;,darkorchid:&quot;9932cc&quot;,darkred:&quot;8b0000&quot;,darksalmon:&quot;e9967a&quot;,darkseagreen:&quot;8fbc8f&quot;,darkslateblue:&quot;483d8b&quot;,darkslategray:&quot;2f4f4f&quot;,darkslategrey:&quot;2f4f4f&quot;,darkturquoise:&quot;00ced1&quot;,darkviolet:&quot;9400d3&quot;,deeppink:&quot;ff1493&quot;,deepskyblue:&quot;00bfff&quot;,dimgray:&quot;696969&quot;,dimgrey:&quot;696969&quot;,dodgerblue:&quot;1e90ff&quot;,firebrick:&quot;b22222&quot;,floralwhite:&quot;fffaf0&quot;,forestgreen:&quot;228b22&quot;,fuchsia:&quot;f0f&quot;,gainsboro:&quot;dcdcdc&quot;,ghostwhite:&quot;f8f8ff&quot;,gold:&quot;ffd700&quot;,goldenrod:&quot;daa520&quot;,gray:&quot;808080&quot;,green:&quot;008000&quot;,greenyellow:&quot;adff2f&quot;,grey:&quot;808080&quot;,honeydew:&quot;f0fff0&quot;,hotpink:&quot;ff69b4&quot;,indianred:&quot;cd5c5c&quot;,indigo:&quot;4b0082&quot;,ivory:&quot;fffff0&quot;,khaki:&quot;f0e68c&quot;,lavender:&quot;e6e6fa&quot;,lavenderblush:&quot;fff0f5&quot;,lawngreen:&quot;7cfc00&quot;,lemonchiffon:&quot;fffacd&quot;,lightblue:&quot;add8e6&quot;,lightcoral:&quot;f08080&quot;,lightcyan:&quot;e0ffff&quot;,lightgoldenrodyellow:&quot;fafad2&quot;,lightgray:&quot;d3d3d3&quot;,lightgreen:&quot;90ee90&quot;,lightgrey:&quot;d3d3d3&quot;,lightpink:&quot;ffb6c1&quot;,lightsalmon:&quot;ffa07a&quot;,lightseagreen:&quot;20b2aa&quot;,lightskyblue:&quot;87cefa&quot;,lightslategray:&quot;789&quot;,lightslategrey:&quot;789&quot;,lightsteelblue:&quot;b0c4de&quot;,lightyellow:&quot;ffffe0&quot;,lime:&quot;0f0&quot;,limegreen:&quot;32cd32&quot;,linen:&quot;faf0e6&quot;,magenta:&quot;f0f&quot;,maroon:&quot;800000&quot;,mediumaquamarine:&quot;66cdaa&quot;,mediumblue:&quot;0000cd&quot;,mediumorchid:&quot;ba55d3&quot;,mediumpurple:&quot;9370db&quot;,mediumseagreen:&quot;3cb371&quot;,mediumslateblue:&quot;7b68ee&quot;,mediumspringgreen:&quot;00fa9a&quot;,mediumturquoise:&quot;48d1cc&quot;,mediumvioletred:&quot;c71585&quot;,midnightblue:&quot;191970&quot;,mintcream:&quot;f5fffa&quot;,mistyrose:&quot;ffe4e1&quot;,moccasin:&quot;ffe4b5&quot;,navajowhite:&quot;ffdead&quot;,navy:&quot;000080&quot;,oldlace:&quot;fdf5e6&quot;,olive:&quot;808000&quot;,olivedrab:&quot;6b8e23&quot;,orange:&quot;ffa500&quot;,orangered:&quot;ff4500&quot;,orchid:&quot;da70d6&quot;,palegoldenrod:&quot;eee8aa&quot;,palegreen:&quot;98fb98&quot;,paleturquoise:&quot;afeeee&quot;,palevioletred:&quot;db7093&quot;,papayawhip:&quot;ffefd5&quot;,peachpuff:&quot;ffdab9&quot;,peru:&quot;cd853f&quot;,pink:&quot;ffc0cb&quot;,plum:&quot;dda0dd&quot;,powderblue:&quot;b0e0e6&quot;,purple:&quot;800080&quot;,rebeccapurple:&quot;663399&quot;,red:&quot;f00&quot;,rosybrown:&quot;bc8f8f&quot;,royalblue:&quot;4169e1&quot;,saddlebrown:&quot;8b4513&quot;,salmon:&quot;fa8072&quot;,sandybrown:&quot;f4a460&quot;,seagreen:&quot;2e8b57&quot;,seashell:&quot;fff5ee&quot;,sienna:&quot;a0522d&quot;,silver:&quot;c0c0c0&quot;,skyblue:&quot;87ceeb&quot;,slateblue:&quot;6a5acd&quot;,slategray:&quot;708090&quot;,slategrey:&quot;708090&quot;,snow:&quot;fffafa&quot;,springgreen:&quot;00ff7f&quot;,steelblue:&quot;4682b4&quot;,tan:&quot;d2b48c&quot;,teal:&quot;008080&quot;,thistle:&quot;d8bfd8&quot;,tomato:&quot;ff6347&quot;,turquoise:&quot;40e0d0&quot;,violet:&quot;ee82ee&quot;,wheat:&quot;f5deb3&quot;,white:&quot;fff&quot;,whitesmoke:&quot;f5f5f5&quot;,yellow:&quot;ff0&quot;,yellowgreen:&quot;9acd32&quot;},L=u.hexNames=function(t){var e={};for(var r in t)t.hasOwnProperty(r)&amp;&amp;(e[t[r]]=r);return e}(E);function S(t){return t=parseFloat(t),(isNaN(t)||t&lt;0||t&gt;1)&amp;&amp;(t=1),t}function C(e,r){(function(t){return&quot;string&quot;==typeof t&amp;&amp;-1!=t.indexOf(&quot;.&quot;)&amp;&amp;1===parseFloat(t)})(e)&amp;&amp;(e=&quot;100%&quot;);var n=function(t){return&quot;string&quot;==typeof t&amp;&amp;-1!=t.indexOf(&quot;%&quot;)}(e);return e=o(r,s(0,parseFloat(e))),n&amp;&amp;(e=parseInt(e*r,10)/100),t.abs(e-r)&lt;1e-6?1:e%r/parseFloat(r)}function O(t){return o(1,s(0,t))}function R(t){return parseInt(t,16)}function P(t){return 1==t.length?&quot;0&quot;+t:&quot;&quot;+t}function z(t){return t&lt;=1&amp;&amp;(t=100*t+&quot;%&quot;),t}function I(e){return t.round(255*parseFloat(e)).toString(16)}function N(t){return R(t)/255}var D,F,j,B=(F=&quot;[\\\\s|\\\\(]+(&quot;+(D=&quot;(?:[-\\\\+]?\\\\d*\\\\.\\\\d+%?)|(?:[-\\\\+]?\\\\d+%?)&quot;)+&quot;)[,|\\\\s]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)\\\\s*\\\\)?&quot;,j=&quot;[\\\\s|\\\\(]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)\\\\s*\\\\)?&quot;,{CSS_UNIT:new RegExp(D),rgb:new RegExp(&quot;rgb&quot;+F),rgba:new RegExp(&quot;rgba&quot;+j),hsl:new RegExp(&quot;hsl&quot;+F),hsla:new RegExp(&quot;hsla&quot;+j),hsv:new RegExp(&quot;hsv&quot;+F),hsva:new RegExp(&quot;hsva&quot;+j),hex3:/^#?([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})$/,hex6:/^#?([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})$/,hex4:/^#?([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})$/,hex8:/^#?([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})$/});function U(t){return!!B.CSS_UNIT.exec(t)}&quot;undefined&quot;!=typeof e&amp;&amp;e.exports?e.exports=u:window.tinycolor=u}(Math)},{}],343:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;parse-unit&quot;);e.exports=o;var i=96;function a(t,e){var r=n(getComputedStyle(t).getPropertyValue(e));return r[0]*o(r[1],t)}function o(t,e){switch(e=e||document.body,t=(t||&quot;px&quot;).trim().toLowerCase(),e!==window&amp;&amp;e!==document||(e=document.body),t){case&quot;%&quot;:return e.clientHeight/100;case&quot;ch&quot;:case&quot;ex&quot;:return function(t,e){var r=document.createElement(&quot;div&quot;);r.style[&quot;font-size&quot;]=&quot;128&quot;+t,e.appendChild(r);var n=a(r,&quot;font-size&quot;)/128;return e.removeChild(r),n}(t,e);case&quot;em&quot;:return a(e,&quot;font-size&quot;);case&quot;rem&quot;:return a(document.body,&quot;font-size&quot;);case&quot;vw&quot;:return window.innerWidth/100;case&quot;vh&quot;:return window.innerHeight/100;case&quot;vmin&quot;:return Math.min(window.innerWidth,window.innerHeight)/100;case&quot;vmax&quot;:return Math.max(window.innerWidth,window.innerHeight)/100;case&quot;in&quot;:return i;case&quot;cm&quot;:return i/2.54;case&quot;mm&quot;:return i/25.4;case&quot;pt&quot;:return i/72;case&quot;pc&quot;:return i/6}return 1}},{&quot;parse-unit&quot;:292}],344:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){if(t&lt;0)return[];if(0===t)return[[0]];for(var e=0|Math.round(a(t+1)),r=[],o=0;o&lt;e;++o){for(var s=n.unrank(t,o),l=[0],u=0,c=0;c&lt;s.length;++c)u+=1&lt;&lt;s[c],l.push(u);i(s)&lt;1&amp;&amp;(l[0]=u,l[t]=0),r.push(l)}return r};var n=t(&quot;permutation-rank&quot;),i=t(&quot;permutation-parity&quot;),a=t(&quot;gamma&quot;)},{gamma:93,&quot;permutation-parity&quot;:293,&quot;permutation-rank&quot;:294}],345:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.up||[0,1,0],n=t.right||f(r),i=t.radius||1,a=t.theta||0,c=t.phi||0;if(e=[].slice.call(e,0,3),r=[].slice.call(r,0,3),s(r,r),n=[].slice.call(n,0,3),s(n,n),&quot;eye&quot;in t){var d=t.eye,p=[d[0]-e[0],d[1]-e[1],d[2]-e[2]];o(n,p,r),u(n[0],n[1],n[2])&lt;1e-6?n=f(r):s(n,n),i=u(p[0],p[1],p[2]);var g=l(r,p)/i,v=l(n,p)/i;c=Math.acos(g),a=Math.acos(v)}return i=Math.log(i),new h(t.zoomMin,t.zoomMax,e,r,n,i,a,c)};var n=t(&quot;filtered-vector&quot;),i=t(&quot;gl-mat4/invert&quot;),a=t(&quot;gl-mat4/rotate&quot;),o=t(&quot;gl-vec3/cross&quot;),s=t(&quot;gl-vec3/normalize&quot;),l=t(&quot;gl-vec3/dot&quot;);function u(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t){return Math.min(1,Math.max(-1,t))}function f(t){var e=Math.abs(t[0]),r=Math.abs(t[1]),n=Math.abs(t[2]),i=[0,0,0];e&gt;Math.max(r,n)?i[2]=1:r&gt;Math.max(e,n)?i[0]=1:i[1]=1;for(var a=0,o=0,l=0;l&lt;3;++l)a+=t[l]*t[l],o+=i[l]*t[l];for(l=0;l&lt;3;++l)i[l]-=o/a*t[l];return s(i,i),i}function h(t,e,r,i,a,o,s,l){this.center=n(r),this.up=n(i),this.right=n(a),this.radius=n([o]),this.angle=n([s,l]),this.angle.bounds=[[-1/0,-Math.PI/2],[1/0,Math.PI/2]],this.setDistanceLimits(t,e),this.computedCenter=this.center.curve(0),this.computedUp=this.up.curve(0),this.computedRight=this.right.curve(0),this.computedRadius=this.radius.curve(0),this.computedAngle=this.angle.curve(0),this.computedToward=[0,0,0],this.computedEye=[0,0,0],this.computedMatrix=new Array(16);for(var u=0;u&lt;16;++u)this.computedMatrix[u]=.5;this.recalcMatrix(0)}var d=h.prototype;d.setDistanceLimits=function(t,e){t=t&gt;0?Math.log(t):-1/0,e=e&gt;0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},d.getDistanceLimits=function(t){var e=this.radius.bounds[0];return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},d.recalcMatrix=function(t){this.center.curve(t),this.up.curve(t),this.right.curve(t),this.radius.curve(t),this.angle.curve(t);for(var e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a&lt;3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),c=0;for(a=0;a&lt;3;++a)r[a]-=e[a]*i/n,c+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(c);for(a=0;a&lt;3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var d=Math.exp(this.computedRadius[0]),p=this.computedAngle[0],g=this.computedAngle[1],v=Math.cos(p),m=Math.sin(p),y=Math.cos(g),b=Math.sin(g),x=this.computedCenter,_=v*y,w=m*y,A=b,M=-v*b,T=-m*b,k=y,E=this.computedEye,L=this.computedMatrix;for(a=0;a&lt;3;++a){var S=_*r[a]+w*h[a]+A*e[a];L[4*a+1]=M*r[a]+T*h[a]+k*e[a],L[4*a+2]=S,L[4*a+3]=0}var C=L[1],O=L[5],R=L[9],P=L[2],z=L[6],I=L[10],N=O*I-R*z,D=R*P-C*I,F=C*z-O*P,j=u(N,D,F);N/=j,D/=j,F/=j,L[0]=N,L[4]=D,L[8]=F;for(a=0;a&lt;3;++a)E[a]=x[a]+L[2+4*a]*d;for(a=0;a&lt;3;++a){c=0;for(var B=0;B&lt;3;++B)c+=L[a+4*B]*E[B];L[12+a]=-c}L[15]=1},d.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n&lt;16;++n)e[n]=r[n];return e}return r};var p=[0,0,0];d.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;p[0]=i[2],p[1]=i[6],p[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,u=0;u&lt;3;++u)i[4*u]=o[u],i[4*u+1]=s[u],i[4*u+2]=l[u];a(i,i,n,p);for(u=0;u&lt;3;++u)o[u]=i[4*u],s[u]=i[4*u+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},d.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=u(a,o,s);a/=l,o/=l,s/=l;var c=i[0],f=i[4],h=i[8],d=c*a+f*o+h*s,p=u(c-=a*d,f-=o*d,h-=s*d),g=(c/=p)*e+a*r,v=(f/=p)*e+o*r,m=(h/=p)*e+s*r;this.center.move(t,g,v,m);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+n),this.radius.set(t,Math.log(y))},d.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},d.setMatrix=function(t,e,r,n){var a=1;&quot;number&quot;==typeof r&amp;&amp;(a=0|r),(a&lt;0||a&gt;3)&amp;&amp;(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),d=Math.abs(l),p=Math.abs(f),g=Math.max(h,d,p);h===g?(s=s&lt;0?-1:1,l=f=0):p===g?(f=f&lt;0?-1:1,s=l=0):(l=l&lt;0?-1:1,s=f=0)}else{var v=u(s,l,f);s/=v,l/=v,f/=v}var m,y,b=e[o],x=e[o+4],_=e[o+8],w=b*s+x*l+_*f,A=u(b-=s*w,x-=l*w,_-=f*w),M=l*(_/=A)-f*(x/=A),T=f*(b/=A)-s*_,k=s*x-l*b,E=u(M,T,k);if(M/=E,T/=E,k/=E,this.center.jump(t,q,G,X),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,b,x,_),2===a){var L=e[1],S=e[5],C=e[9],O=L*b+S*x+C*_,R=L*M+S*T+C*k;m=N&lt;0?-Math.PI/2:Math.PI/2,y=Math.atan2(R,O)}else{var P=e[2],z=e[6],I=e[10],N=P*s+z*l+I*f,D=P*b+z*x+I*_,F=P*M+z*T+I*k;m=Math.asin(c(N)),y=Math.atan2(F,D)}this.angle.jump(t,y,m),this.recalcMatrix(t);var j=e[2],B=e[6],U=e[10],V=this.computedMatrix;i(V,e);var H=V[15],q=V[12]/H,G=V[13]/H,X=V[14]/H,W=Math.exp(this.computedRadius[0]);this.center.jump(t,q-j*W,G-B*W,X-U*W)},d.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},d.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},d.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},d.setDistance=function(t,e){e&gt;0&amp;&amp;this.radius.set(t,Math.log(e))},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter;var i=(n=n||this.computedUp)[0],a=n[1],o=n[2],s=u(i,a,o);if(!(s&lt;1e-6)){i/=s,a/=s,o/=s;var l=e[0]-r[0],f=e[1]-r[1],h=e[2]-r[2],d=u(l,f,h);if(!(d&lt;1e-6)){l/=d,f/=d,h/=d;var p=this.computedRight,g=p[0],v=p[1],m=p[2],y=i*g+a*v+o*m,b=u(g-=y*i,v-=y*a,m-=y*o);if(!(b&lt;.01&amp;&amp;(b=u(g=a*h-o*f,v=o*l-i*h,m=i*f-a*l))&lt;1e-6)){g/=b,v/=b,m/=b,this.up.set(t,i,a,o),this.right.set(t,g,v,m),this.center.set(t,r[0],r[1],r[2]),this.radius.set(t,Math.log(d));var x=a*m-o*v,_=o*g-i*m,w=i*v-a*g,A=u(x,_,w),M=i*l+a*f+o*h,T=g*l+v*f+m*h,k=(x/=A)*l+(_/=A)*f+(w/=A)*h,E=Math.asin(c(M)),L=Math.atan2(k,T),S=this.angle._state,C=S[S.length-1],O=S[S.length-2];C%=2*Math.PI;var R=Math.abs(C+2*Math.PI-L),P=Math.abs(C-L),z=Math.abs(C-2*Math.PI-L);R&lt;P&amp;&amp;(C+=2*Math.PI),z&lt;P&amp;&amp;(C-=2*Math.PI),this.angle.jump(this.angle.lastT(),C,O),this.angle.set(t,L,E)}}}}},{&quot;filtered-vector&quot;:91,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/rotate&quot;:129,&quot;gl-vec3/cross&quot;:175,&quot;gl-vec3/dot&quot;:180,&quot;gl-vec3/normalize&quot;:197}],346:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var i=t*e,a=n*t,o=a-(a-t),s=t-o,l=n*e,u=l-(l-e),c=e-u,f=s*c-(i-o*u-s*u-o*c);if(r)return r[0]=f,r[1]=i,r;return[f,i]};var n=+(Math.pow(2,27)+1)},{}],347:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n=t+e,i=n-t,a=e-i,o=t-(n-i);if(r)return r[0]=o+a,r[1]=n,r;return[o+a,n]}},{}],348:[function(t,e,r){(function(e,n){&quot;use strict&quot;;var i=t(&quot;bit-twiddle&quot;),a=t(&quot;dup&quot;);e.__TYPEDARRAY_POOL||(e.__TYPEDARRAY_POOL={UINT8:a([32,0]),UINT16:a([32,0]),UINT32:a([32,0]),INT8:a([32,0]),INT16:a([32,0]),INT32:a([32,0]),FLOAT:a([32,0]),DOUBLE:a([32,0]),DATA:a([32,0]),UINT8C:a([32,0]),BUFFER:a([32,0])});var o=&quot;undefined&quot;!=typeof Uint8ClampedArray,s=e.__TYPEDARRAY_POOL;s.UINT8C||(s.UINT8C=a([32,0])),s.BUFFER||(s.BUFFER=a([32,0]));var l=s.DATA,u=s.BUFFER;function c(t){if(t){var e=t.length||t.byteLength,r=i.log2(e);l[r].push(t)}}function f(t){t=i.nextPow2(t);var e=i.log2(t),r=l[e];return r.length&gt;0?r.pop():new ArrayBuffer(t)}function h(t){return new Uint8Array(f(t),0,t)}function d(t){return new Uint16Array(f(2*t),0,t)}function p(t){return new Uint32Array(f(4*t),0,t)}function g(t){return new Int8Array(f(t),0,t)}function v(t){return new Int16Array(f(2*t),0,t)}function m(t){return new Int32Array(f(4*t),0,t)}function y(t){return new Float32Array(f(4*t),0,t)}function b(t){return new Float64Array(f(8*t),0,t)}function x(t){return o?new Uint8ClampedArray(f(t),0,t):h(t)}function _(t){return new DataView(f(t),0,t)}function w(t){t=i.nextPow2(t);var e=i.log2(t),r=u[e];return r.length&gt;0?r.pop():new n(t)}r.free=function(t){if(n.isBuffer(t))u[i.log2(t.length)].push(t);else{if(&quot;[object ArrayBuffer]&quot;!==Object.prototype.toString.call(t)&amp;&amp;(t=t.buffer),!t)return;var e=t.length||t.byteLength,r=0|i.log2(e);l[r].push(t)}},r.freeUint8=r.freeUint16=r.freeUint32=r.freeInt8=r.freeInt16=r.freeInt32=r.freeFloat32=r.freeFloat=r.freeFloat64=r.freeDouble=r.freeUint8Clamped=r.freeDataView=function(t){c(t.buffer)},r.freeArrayBuffer=c,r.freeBuffer=function(t){u[i.log2(t.length)].push(t)},r.malloc=function(t,e){if(void 0===e||&quot;arraybuffer&quot;===e)return f(t);switch(e){case&quot;uint8&quot;:return h(t);case&quot;uint16&quot;:return d(t);case&quot;uint32&quot;:return p(t);case&quot;int8&quot;:return g(t);case&quot;int16&quot;:return v(t);case&quot;int32&quot;:return m(t);case&quot;float&quot;:case&quot;float32&quot;:return y(t);case&quot;double&quot;:case&quot;float64&quot;:return b(t);case&quot;uint8_clamped&quot;:return x(t);case&quot;buffer&quot;:return w(t);case&quot;data&quot;:case&quot;dataview&quot;:return _(t);default:return null}return null},r.mallocArrayBuffer=f,r.mallocUint8=h,r.mallocUint16=d,r.mallocUint32=p,r.mallocInt8=g,r.mallocInt16=v,r.mallocInt32=m,r.mallocFloat32=r.mallocFloat=y,r.mallocFloat64=r.mallocDouble=b,r.mallocUint8Clamped=x,r.mallocDataView=_,r.mallocBuffer=w,r.clearCache=function(){for(var t=0;t&lt;32;++t)s.UINT8[t].length=0,s.UINT16[t].length=0,s.UINT32[t].length=0,s.INT8[t].length=0,s.INT16[t].length=0,s.INT32[t].length=0,s.FLOAT[t].length=0,s.DOUBLE[t].length=0,s.UINT8C[t].length=0,l[t].length=0,u[t].length=0}}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{},t(&quot;buffer&quot;).Buffer)},{&quot;bit-twiddle&quot;:36,buffer:48,dup:86}],349:[function(t,e,r){&quot;use strict&quot;;function n(t){this.roots=new Array(t),this.ranks=new Array(t);for(var e=0;e&lt;t;++e)this.roots[e]=e,this.ranks[e]=0}e.exports=n;var i=n.prototype;Object.defineProperty(i,&quot;length&quot;,{get:function(){return this.roots.length}}),i.makeSet=function(){var t=this.roots.length;return this.roots.push(t),this.ranks.push(0),t},i.find=function(t){for(var e=t,r=this.roots;r[t]!==t;)t=r[t];for(;r[e]!==t;){var n=r[e];r[e]=t,e=n}return t},i.link=function(t,e){var r=this.find(t),n=this.find(e);if(r!==n){var i=this.ranks,a=this.roots,o=i[r],s=i[n];o&lt;s?a[r]=n:s&lt;o?a[n]=r:(a[n]=r,++i[r])}}},{}],350:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){return 0===t.length?t:e?(r||t.sort(e),function(t,e){for(var r=1,n=t.length,i=t[0],a=t[0],o=1;o&lt;n;++o)if(a=i,e(i=t[o],a)){if(o===r){r++;continue}t[r++]=i}return t.length=r,t}(t,e)):(r||t.sort(),function(t){for(var e=1,r=t.length,n=t[0],i=t[0],a=1;a&lt;r;++a,i=n)if(i=n,(n=t[a])!==i){if(a===e){e++;continue}t[e++]=n}return t.length=e,t}(t))}},{}],351:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){&quot;object&quot;==typeof e&amp;&amp;null!==e||(e={});return n(t,e.canvas||i,e.context||a,e)};var n=t(&quot;./lib/vtext&quot;),i=null,a=null;&quot;undefined&quot;!=typeof document&amp;&amp;((i=document.createElement(&quot;canvas&quot;)).width=8192,i.height=1024,a=i.getContext(&quot;2d&quot;))},{&quot;./lib/vtext&quot;:352}],352:[function(t,e,r){e.exports=function(t,e,r,n){var a=64,o=1.25,s={breaklines:!1,bolds:!1,italics:!1,subscripts:!1,superscripts:!1};n&amp;&amp;(n.size&amp;&amp;n.size&gt;0&amp;&amp;(a=n.size),n.lineSpacing&amp;&amp;n.lineSpacing&gt;0&amp;&amp;(o=n.lineSpacing),n.styletags&amp;&amp;n.styletags.breaklines&amp;&amp;(s.breaklines=!!n.styletags.breaklines),n.styletags&amp;&amp;n.styletags.bolds&amp;&amp;(s.bolds=!!n.styletags.bolds),n.styletags&amp;&amp;n.styletags.italics&amp;&amp;(s.italics=!!n.styletags.italics),n.styletags&amp;&amp;n.styletags.subscripts&amp;&amp;(s.subscripts=!!n.styletags.subscripts),n.styletags&amp;&amp;n.styletags.superscripts&amp;&amp;(s.superscripts=!!n.styletags.superscripts));return r.font=[n.fontStyle,n.fontVariant,n.fontWeight,a+&quot;px&quot;,n.font].filter(function(t){return t}).join(&quot; &quot;),r.textAlign=&quot;start&quot;,r.textBaseline=&quot;alphabetic&quot;,r.direction=&quot;ltr&quot;,w(function(t,e,r,n,a,o){r=r.replace(/\\n/g,&quot;&quot;),r=!0===o.breaklines?r.replace(/\\&lt;br\\&gt;/g,&quot;\\n&quot;):r.replace(/\\&lt;br\\&gt;/g,&quot; &quot;);var s=&quot;&quot;,l=[];for(A=0;A&lt;r.length;++A)l[A]=s;!0===o.bolds&amp;&amp;(l=b(u,c,r,l)),!0===o.italics&amp;&amp;(l=b(f,h,r,l)),!0===o.superscripts&amp;&amp;(l=b(d,g,r,l)),!0===o.subscripts&amp;&amp;(l=b(v,y,r,l));var x=[],_=&quot;&quot;;for(A=0;A&lt;r.length;++A)null!==l[A]&amp;&amp;(_+=r[A],x.push(l[A]));var w,A,M,T,k,E=_.split(&quot;\\n&quot;),L=E.length,S=Math.round(a*n),C=n,O=2*n,R=0,P=L*S+O;t.height&lt;P&amp;&amp;(t.height=P),e.fillStyle=&quot;#000&quot;,e.fillRect(0,0,t.width,t.height),e.fillStyle=&quot;#fff&quot;;var z=0,I=&quot;&quot;;function N(){if(&quot;&quot;!==I){var t=e.measureText(I).width;e.fillText(I,C+M,O+T),M+=t}}function D(){return Math.round(k)+&quot;px &quot;}function F(t,r){var n=&quot;&quot;+e.font;if(!0===o.subscripts){var i=t.indexOf(m),a=r.indexOf(m),s=i&gt;-1?parseInt(t[1+i]):0,l=a&gt;-1?parseInt(r[1+a]):0;s!==l&amp;&amp;(n=n.replace(D(),&quot;?px &quot;),k*=Math.pow(.75,l-s),n=n.replace(&quot;?px &quot;,D())),T+=.25*S*(l-s)}if(!0===o.superscripts){var u=t.indexOf(p),f=r.indexOf(p),d=u&gt;-1?parseInt(t[1+u]):0,g=f&gt;-1?parseInt(r[1+f]):0;d!==g&amp;&amp;(n=n.replace(D(),&quot;?px &quot;),k*=Math.pow(.75,g-d),n=n.replace(&quot;?px &quot;,D())),T-=.25*S*(g-d)}if(!0===o.bolds){var v=t.indexOf(c)&gt;-1,y=r.indexOf(c)&gt;-1;!v&amp;&amp;y&amp;&amp;(n=b?n.replace(&quot;italic &quot;,&quot;italic bold &quot;):&quot;bold &quot;+n),v&amp;&amp;!y&amp;&amp;(n=n.replace(&quot;bold &quot;,&quot;&quot;))}if(!0===o.italics){var b=t.indexOf(h)&gt;-1,x=r.indexOf(h)&gt;-1;!b&amp;&amp;x&amp;&amp;(n=&quot;italic &quot;+n),b&amp;&amp;!x&amp;&amp;(n=n.replace(&quot;italic &quot;,&quot;&quot;))}e.font=n}for(w=0;w&lt;L;++w){var j=E[w]+&quot;\\n&quot;;for(M=0,T=w*S,k=n,I=&quot;&quot;,A=0;A&lt;j.length;++A){var B=A+z&lt;x.length?x[A+z]:x[x.length-1];s===B?I+=j[A]:(N(),I=j[A],void 0!==B&amp;&amp;(F(s,B),s=B))}N(),z+=j.length;var U=0|Math.round(M+2*C);R&lt;U&amp;&amp;(R=U)}var V=R,H=O+S*L;return i(e.getImageData(0,0,V,H).data,[H,V,4]).pick(-1,-1,0).transpose(1,0)}(e,r,t,a,o,s),n,a)},e.exports.processPixels=w;var n=t(&quot;surface-nets&quot;),i=t(&quot;ndarray&quot;),a=t(&quot;simplify-planar-graph&quot;),o=t(&quot;clean-pslg&quot;),s=t(&quot;cdt2d&quot;),l=t(&quot;planar-graph-to-polyline&quot;),u=&quot;b&quot;,c=&quot;b|&quot;,f=&quot;i&quot;,h=&quot;i|&quot;,d=&quot;sup&quot;,p=&quot;+&quot;,g=&quot;+1&quot;,v=&quot;sub&quot;,m=&quot;-&quot;,y=&quot;-1&quot;;function b(t,e,r,n){for(var i=&quot;&lt;&quot;+t+&quot;&gt;&quot;,a=&quot;&lt;/&quot;+t+&quot;&gt;&quot;,o=i.length,s=a.length,l=e[0]===p||e[0]===m,u=0,c=-s;u&gt;-1&amp;&amp;-1!==(u=r.indexOf(i,u))&amp;&amp;-1!==(c=r.indexOf(a,u+o))&amp;&amp;!(c&lt;=u);){for(var f=u;f&lt;c+s;++f)if(f&lt;u+o||f&gt;=c)n[f]=null,r=r.substr(0,f)+&quot; &quot;+r.substr(f+1);else if(null!==n[f]){var h=n[f].indexOf(e[0]);-1===h?n[f]+=e:l&amp;&amp;(n[f]=n[f].substr(0,h+1)+(1+parseInt(n[f][h+1]))+n[f].substr(h+2))}var d=u+o,g=r.substr(d,c-d).indexOf(i);u=-1!==g?g:c+s}return n}function x(t,e){var r=n(t,128);return e?a(r.cells,r.positions,.25):{edges:r.cells,positions:r.positions}}function _(t,e,r,n){var i=x(t,n),a=function(t,e,r){for(var n=e.textAlign||&quot;start&quot;,i=e.textBaseline||&quot;alphabetic&quot;,a=[1&lt;&lt;30,1&lt;&lt;30],o=[0,0],s=t.length,l=0;l&lt;s;++l)for(var u=t[l],c=0;c&lt;2;++c)a[c]=0|Math.min(a[c],u[c]),o[c]=0|Math.max(o[c],u[c]);var f=0;switch(n){case&quot;center&quot;:f=-.5*(a[0]+o[0]);break;case&quot;right&quot;:case&quot;end&quot;:f=-o[0];break;case&quot;left&quot;:case&quot;start&quot;:f=-a[0];break;default:throw new Error(&quot;vectorize-text: Unrecognized textAlign: &#x27;&quot;+n+&quot;&#x27;&quot;)}var h=0;switch(i){case&quot;hanging&quot;:case&quot;top&quot;:h=-a[1];break;case&quot;middle&quot;:h=-.5*(a[1]+o[1]);break;case&quot;alphabetic&quot;:case&quot;ideographic&quot;:h=-3*r;break;case&quot;bottom&quot;:h=-o[1];break;default:throw new Error(&quot;vectorize-text: Unrecoginized textBaseline: &#x27;&quot;+i+&quot;&#x27;&quot;)}var d=1/r;return&quot;lineHeight&quot;in e?d*=+e.lineHeight:&quot;width&quot;in e?d=e.width/(o[0]-a[0]):&quot;height&quot;in e&amp;&amp;(d=e.height/(o[1]-a[1])),t.map(function(t){return[d*(t[0]+f),d*(t[1]+h)]})}(i.positions,e,r),u=i.edges,c=&quot;ccw&quot;===e.orientation;if(o(a,u),e.polygons||e.polygon||e.polyline){for(var f=l(u,a),h=new Array(f.length),d=0;d&lt;f.length;++d){for(var p=f[d],g=new Array(p.length),v=0;v&lt;p.length;++v){for(var m=p[v],y=new Array(m.length),b=0;b&lt;m.length;++b)y[b]=a[m[b]].slice();c&amp;&amp;y.reverse(),g[v]=y}h[d]=g}return h}return e.triangles||e.triangulate||e.triangle?{cells:s(a,u,{delaunay:!1,exterior:!1,interior:!0}),positions:a}:{edges:u,positions:a}}function w(t,e,r){try{return _(t,e,r,!0)}catch(t){}try{return _(t,e,r,!1)}catch(t){}return e.polygons||e.polyline||e.polygon?[]:e.triangles||e.triangulate||e.triangle?{cells:[],positions:[]}:{edges:[],positions:[]}}},{cdt2d:49,&quot;clean-pslg&quot;:59,ndarray:286,&quot;planar-graph-to-polyline&quot;:297,&quot;simplify-planar-graph&quot;:336,&quot;surface-nets&quot;:341}],353:[function(t,e,r){!function(){&quot;use strict&quot;;if(&quot;undefined&quot;==typeof ses||!ses.ok||ses.ok()){&quot;undefined&quot;!=typeof ses&amp;&amp;(ses.weakMapPermitHostObjects=v);var t=!1;if(&quot;function&quot;==typeof WeakMap){var r=WeakMap;if(&quot;undefined&quot;!=typeof navigator&amp;&amp;/Firefox/.test(navigator.userAgent));else{var n=new r,i=Object.freeze({});if(n.set(i,1),1===n.get(i))return void(e.exports=WeakMap);t=!0}}Object.prototype.hasOwnProperty;var a=Object.getOwnPropertyNames,o=Object.defineProperty,s=Object.isExtensible,l=&quot;weakmap:&quot;,u=l+&quot;ident:&quot;+Math.random()+&quot;___&quot;;if(&quot;undefined&quot;!=typeof crypto&amp;&amp;&quot;function&quot;==typeof crypto.getRandomValues&amp;&amp;&quot;function&quot;==typeof ArrayBuffer&amp;&amp;&quot;function&quot;==typeof Uint8Array){var c=new ArrayBuffer(25),f=new Uint8Array(c);crypto.getRandomValues(f),u=l+&quot;rand:&quot;+Array.prototype.map.call(f,function(t){return(t%36).toString(36)}).join(&quot;&quot;)+&quot;___&quot;}if(o(Object,&quot;getOwnPropertyNames&quot;,{value:function(t){return a(t).filter(m)}}),&quot;getPropertyNames&quot;in Object){var h=Object.getPropertyNames;o(Object,&quot;getPropertyNames&quot;,{value:function(t){return h(t).filter(m)}})}!function(){var t=Object.freeze;o(Object,&quot;freeze&quot;,{value:function(e){return y(e),t(e)}});var e=Object.seal;o(Object,&quot;seal&quot;,{value:function(t){return y(t),e(t)}});var r=Object.preventExtensions;o(Object,&quot;preventExtensions&quot;,{value:function(t){return y(t),r(t)}})}();var d=!1,p=0,g=function(){this instanceof g||x();var t=[],e=[],r=p++;return Object.create(g.prototype,{get___:{value:b(function(n,i){var a,o=y(n);return o?r in o?o[r]:i:(a=t.indexOf(n))&gt;=0?e[a]:i})},has___:{value:b(function(e){var n=y(e);return n?r in n:t.indexOf(e)&gt;=0})},set___:{value:b(function(n,i){var a,o=y(n);return o?o[r]=i:(a=t.indexOf(n))&gt;=0?e[a]=i:(a=t.length,e[a]=i,t[a]=n),this})},delete___:{value:b(function(n){var i,a,o=y(n);return o?r in o&amp;&amp;delete o[r]:!((i=t.indexOf(n))&lt;0||(a=t.length-1,t[i]=void 0,e[i]=e[a],t[i]=t[a],t.length=a,e.length=a,0))})}})};g.prototype=Object.create(Object.prototype,{get:{value:function(t,e){return this.get___(t,e)},writable:!0,configurable:!0},has:{value:function(t){return this.has___(t)},writable:!0,configurable:!0},set:{value:function(t,e){return this.set___(t,e)},writable:!0,configurable:!0},delete:{value:function(t){return this.delete___(t)},writable:!0,configurable:!0}}),&quot;function&quot;==typeof r?function(){function n(){this instanceof g||x();var e,n=new r,i=void 0,a=!1;return e=t?function(t,e){return n.set(t,e),n.has(t)||(i||(i=new g),i.set(t,e)),this}:function(t,e){if(a)try{n.set(t,e)}catch(r){i||(i=new g),i.set___(t,e)}else n.set(t,e);return this},Object.create(g.prototype,{get___:{value:b(function(t,e){return i?n.has(t)?n.get(t):i.get___(t,e):n.get(t,e)})},has___:{value:b(function(t){return n.has(t)||!!i&amp;&amp;i.has___(t)})},set___:{value:b(e)},delete___:{value:b(function(t){var e=!!n.delete(t);return i&amp;&amp;i.delete___(t)||e})},permitHostObjects___:{value:b(function(t){if(t!==v)throw new Error(&quot;bogus call to permitHostObjects___&quot;);a=!0})}})}t&amp;&amp;&quot;undefined&quot;!=typeof Proxy&amp;&amp;(Proxy=void 0),n.prototype=g.prototype,e.exports=n,Object.defineProperty(WeakMap.prototype,&quot;constructor&quot;,{value:WeakMap,enumerable:!1,configurable:!0,writable:!0})}():(&quot;undefined&quot;!=typeof Proxy&amp;&amp;(Proxy=void 0),e.exports=g)}function v(t){t.permitHostObjects___&amp;&amp;t.permitHostObjects___(v)}function m(t){return!(t.substr(0,l.length)==l&amp;&amp;&quot;___&quot;===t.substr(t.length-3))}function y(t){if(t!==Object(t))throw new TypeError(&quot;Not an object: &quot;+t);var e=t[u];if(e&amp;&amp;e.key===t)return e;if(s(t)){e={key:t};try{return o(t,u,{value:e,writable:!1,enumerable:!1,configurable:!1}),e}catch(t){return}}}function b(t){return t.prototype=null,Object.freeze(t)}function x(){d||&quot;undefined&quot;==typeof console||(d=!0,console.warn(&quot;WeakMap should be invoked as new WeakMap(), not WeakMap(). This will be an error in the future.&quot;))}}()},{}],354:[function(t,e,r){var n=t(&quot;./hidden-store.js&quot;);e.exports=function(){var t={};return function(e){if((&quot;object&quot;!=typeof e||null===e)&amp;&amp;&quot;function&quot;!=typeof e)throw new Error(&quot;Weakmap-shim: Key must be object&quot;);var r=e.valueOf(t);return r&amp;&amp;r.identity===t?r:n(e,t)}}},{&quot;./hidden-store.js&quot;:355}],355:[function(t,e,r){e.exports=function(t,e){var r={identity:e},n=t.valueOf;return Object.defineProperty(t,&quot;valueOf&quot;,{value:function(t){return t!==e?n.apply(this,arguments):r},writable:!0}),r}},{}],356:[function(t,e,r){var n=t(&quot;./create-store.js&quot;);e.exports=function(){var t=n();return{get:function(e,r){var n=t(e);return n.hasOwnProperty(&quot;value&quot;)?n.value:r},set:function(e,r){return t(e).value=r,this},has:function(e){return&quot;value&quot;in t(e)},delete:function(e){return delete t(e).value}}}},{&quot;./create-store.js&quot;:354}],357:[function(t,e,r){var n=t(&quot;get-canvas-context&quot;);e.exports=function(t){return n(&quot;webgl&quot;,t)}},{&quot;get-canvas-context&quot;:94}],358:[function(t,e,r){e.exports=t(&quot;cwise-compiler&quot;)({args:[&quot;array&quot;,{offset:[1],array:0},&quot;scalar&quot;,&quot;scalar&quot;,&quot;index&quot;],pre:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},body:{body:&quot;{\\n        var _inline_1_da = _inline_1_arg0_ - _inline_1_arg3_\\n        var _inline_1_db = _inline_1_arg1_ - _inline_1_arg3_\\n        if((_inline_1_da &gt;= 0) !== (_inline_1_db &gt;= 0)) {\\n          _inline_1_arg2_.push(_inline_1_arg4_[0] + 0.5 + 0.5 * (_inline_1_da + _inline_1_db) / (_inline_1_da - _inline_1_db))\\n        }\\n      }&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg3_&quot;,lvalue:!1,rvalue:!0,count:2},{name:&quot;_inline_1_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[],localVars:[&quot;_inline_1_da&quot;,&quot;_inline_1_db&quot;]},funcName:&quot;zeroCrossings&quot;})},{&quot;cwise-compiler&quot;:77}],359:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=[];return e=+e||0,n(t.hi(t.shape[0]-1),r,e),r};var n=t(&quot;./lib/zc-core&quot;)},{&quot;./lib/zc-core&quot;:358}],360:[function(t,e,r){&quot;use strict&quot;;e.exports=[{path:&quot;&quot;,backoff:0},{path:&quot;M-2.4,-3V3L0.6,0Z&quot;,backoff:.6},{path:&quot;M-3.7,-2.5V2.5L1.3,0Z&quot;,backoff:1.3},{path:&quot;M-4.45,-3L-1.65,-0.2V0.2L-4.45,3L1.55,0Z&quot;,backoff:1.55},{path:&quot;M-2.2,-2.2L-0.2,-0.2V0.2L-2.2,2.2L-1.4,3L1.6,0L-1.4,-3Z&quot;,backoff:1.6},{path:&quot;M-4.4,-2.1L-0.6,-0.2V0.2L-4.4,2.1L-4,3L2,0L-4,-3Z&quot;,backoff:2},{path:&quot;M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z&quot;,backoff:0,noRotate:!0},{path:&quot;M2,2V-2H-2V2Z&quot;,backoff:0,noRotate:!0}]},{}],361:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./arrow_paths&quot;),i=t(&quot;../../plots/font_attributes&quot;),a=t(&quot;../../plots/cartesian/constants&quot;),o=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=o(&quot;annotation&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},text:{valType:&quot;string&quot;,editType:&quot;calc+arraydraw&quot;},textangle:{valType:&quot;angle&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},font:i({editType:&quot;calc+arraydraw&quot;,colorEditType:&quot;arraydraw&quot;}),width:{valType:&quot;number&quot;,min:1,dflt:null,editType:&quot;calc+arraydraw&quot;},height:{valType:&quot;number&quot;,min:1,dflt:null,editType:&quot;calc+arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},align:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;center&quot;,editType:&quot;arraydraw&quot;},valign:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;,editType:&quot;arraydraw&quot;},bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},bordercolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},borderpad:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;calc+arraydraw&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;calc+arraydraw&quot;},showarrow:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},arrowcolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},arrowhead:{valType:&quot;integer&quot;,min:0,max:n.length,dflt:1,editType:&quot;arraydraw&quot;},startarrowhead:{valType:&quot;integer&quot;,min:0,max:n.length,dflt:1,editType:&quot;arraydraw&quot;},arrowside:{valType:&quot;flaglist&quot;,flags:[&quot;end&quot;,&quot;start&quot;],extras:[&quot;none&quot;],dflt:&quot;end&quot;,editType:&quot;arraydraw&quot;},arrowsize:{valType:&quot;number&quot;,min:.3,dflt:1,editType:&quot;calc+arraydraw&quot;},startarrowsize:{valType:&quot;number&quot;,min:.3,dflt:1,editType:&quot;calc+arraydraw&quot;},arrowwidth:{valType:&quot;number&quot;,min:.1,editType:&quot;calc+arraydraw&quot;},standoff:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc+arraydraw&quot;},startstandoff:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc+arraydraw&quot;},ax:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},ay:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},axref:{valType:&quot;enumerated&quot;,dflt:&quot;pixel&quot;,values:[&quot;pixel&quot;,a.idRegex.x.toString()],editType:&quot;calc&quot;},ayref:{valType:&quot;enumerated&quot;,dflt:&quot;pixel&quot;,values:[&quot;pixel&quot;,a.idRegex.y.toString()],editType:&quot;calc&quot;},xref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,a.idRegex.x.toString()],editType:&quot;calc&quot;},x:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;auto&quot;,editType:&quot;calc+arraydraw&quot;},xshift:{valType:&quot;number&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},yref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,a.idRegex.y.toString()],editType:&quot;calc&quot;},y:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;auto&quot;,editType:&quot;calc+arraydraw&quot;},yshift:{valType:&quot;number&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},clicktoshow:{valType:&quot;enumerated&quot;,values:[!1,&quot;onoff&quot;,&quot;onout&quot;],dflt:!1,editType:&quot;arraydraw&quot;},xclick:{valType:&quot;any&quot;,editType:&quot;arraydraw&quot;},yclick:{valType:&quot;any&quot;,editType:&quot;arraydraw&quot;},hovertext:{valType:&quot;string&quot;,editType:&quot;arraydraw&quot;},hoverlabel:{bgcolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},bordercolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},font:i({editType:&quot;arraydraw&quot;}),editType:&quot;arraydraw&quot;},captureevents:{valType:&quot;boolean&quot;,editType:&quot;arraydraw&quot;},editType:&quot;calc&quot;,_deprecated:{ref:{valType:&quot;string&quot;,editType:&quot;calc&quot;}}})},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../plots/font_attributes&quot;:567,&quot;./arrow_paths&quot;:360}],362:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;./draw&quot;).draw;function o(t){var e=t._fullLayout;n.filterVisible(e.annotations).forEach(function(e){var r=i.getFromId(t,e.xref),n=i.getFromId(t,e.yref);e._extremes={},r&amp;&amp;s(e,r),n&amp;&amp;s(e,n)})}function s(t,e){var r,n=e._id,a=n.charAt(0),o=t[a],s=t[&quot;a&quot;+a],l=t[a+&quot;ref&quot;],u=t[&quot;a&quot;+a+&quot;ref&quot;],c=t[&quot;_&quot;+a+&quot;padplus&quot;],f=t[&quot;_&quot;+a+&quot;padminus&quot;],h={x:1,y:-1}[a]*t[a+&quot;shift&quot;],d=3*t.arrowsize*t.arrowwidth||0,p=d+h,g=d-h,v=3*t.startarrowsize*t.arrowwidth||0,m=v+h,y=v-h;if(u===l){var b=i.findExtremes(e,[e.r2c(o)],{ppadplus:p,ppadminus:g}),x=i.findExtremes(e,[e.r2c(s)],{ppadplus:Math.max(c,m),ppadminus:Math.max(f,y)});r={min:[b.min[0],x.min[0]],max:[b.max[0],x.max[0]]}}else m=s?m+s:m,y=s?y-s:y,r=i.findExtremes(e,[e.r2c(o)],{ppadplus:Math.max(c,p,m),ppadminus:Math.max(f,g,y)});t._extremes[n]=r}e.exports=function(t){var e=t._fullLayout;if(n.filterVisible(e.annotations).length&amp;&amp;t._fullData.length)return n.syncOrAsync([a,o],t)}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./draw&quot;:367}],363:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plot_api/plot_template&quot;).arrayEditor;function o(t,e){var r,n,i,a,o,l,u,c=t._fullLayout.annotations,f=[],h=[],d=[],p=(e||[]).length;for(r=0;r&lt;c.length;r++)if(a=(i=c[r]).clicktoshow){for(n=0;n&lt;p;n++)if(l=(o=e[n]).xaxis,u=o.yaxis,l._id===i.xref&amp;&amp;u._id===i.yref&amp;&amp;l.d2r(o.x)===s(i._xclick,l)&amp;&amp;u.d2r(o.y)===s(i._yclick,u)){(i.visible?&quot;onout&quot;===a?h:d:f).push(r);break}n===p&amp;&amp;i.visible&amp;&amp;&quot;onout&quot;===a&amp;&amp;h.push(r)}return{on:f,off:h,explicitOff:d}}function s(t,e){return&quot;log&quot;===e.type?e.l2r(t):e.d2r(t)}e.exports={hasClickToShow:function(t,e){var r=o(t,e);return r.on.length&gt;0||r.explicitOff.length&gt;0},onClick:function(t,e){var r,s,l=o(t,e),u=l.on,c=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!u.length&amp;&amp;!c.length)return;for(r=0;r&lt;u.length;r++)(s=a(t.layout,&quot;annotations&quot;,h[u[r]])).modifyItem(&quot;visible&quot;,!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r&lt;c.length;r++)(s=a(t.layout,&quot;annotations&quot;,h[c[r]])).modifyItem(&quot;visible&quot;,!1),n.extendFlat(f,s.getUpdateObj());return i.call(&quot;update&quot;,t,{},f)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592}],364:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../color&quot;);e.exports=function(t,e,r,a){a(&quot;opacity&quot;);var o=a(&quot;bgcolor&quot;),s=a(&quot;bordercolor&quot;),l=i.opacity(s);a(&quot;borderpad&quot;);var u=a(&quot;borderwidth&quot;),c=a(&quot;showarrow&quot;);if(a(&quot;text&quot;,c?&quot; &quot;:r._dfltTitle.annotation),a(&quot;textangle&quot;),n.coerceFont(a,&quot;font&quot;,r.font),a(&quot;width&quot;),a(&quot;align&quot;),a(&quot;height&quot;)&amp;&amp;a(&quot;valign&quot;),c){var f,h,d=a(&quot;arrowside&quot;);-1!==d.indexOf(&quot;end&quot;)&amp;&amp;(f=a(&quot;arrowhead&quot;),h=a(&quot;arrowsize&quot;)),-1!==d.indexOf(&quot;start&quot;)&amp;&amp;(a(&quot;startarrowhead&quot;,f),a(&quot;startarrowsize&quot;,h)),a(&quot;arrowcolor&quot;,l?e.bordercolor:i.defaultLine),a(&quot;arrowwidth&quot;,2*(l&amp;&amp;u||1)),a(&quot;standoff&quot;),a(&quot;startstandoff&quot;)}var p=a(&quot;hovertext&quot;),g=r.hoverlabel||{};if(p){var v=a(&quot;hoverlabel.bgcolor&quot;,g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),m=a(&quot;hoverlabel.bordercolor&quot;,g.bordercolor||i.contrast(v));n.coerceFont(a,&quot;hoverlabel.font&quot;,{family:g.font.family,size:g.font.size,color:g.font.color||m})}a(&quot;captureevents&quot;,!!p)}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376}],365:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib/to_log_range&quot;);e.exports=function(t,e,r,a){e=e||{};var o=&quot;log&quot;===r&amp;&amp;&quot;linear&quot;===e.type,s=&quot;linear&quot;===r&amp;&amp;&quot;log&quot;===e.type;if(o||s)for(var l,u,c=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h&lt;c.length;h++)l=c[h],u=&quot;annotations[&quot;+h+&quot;].&quot;,l[f+&quot;ref&quot;]===e._id&amp;&amp;d(f),l[&quot;a&quot;+f+&quot;ref&quot;]===e._id&amp;&amp;d(&quot;a&quot;+f);function d(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(u+t,s)}}},{&quot;../../lib/to_log_range&quot;:520,&quot;fast-isnumeric&quot;:90}],366:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./common_defaults&quot;),s=t(&quot;./attributes&quot;);function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(&quot;visible&quot;),u=a(&quot;clicktoshow&quot;);if(l||u){o(t,e,r,a);for(var c=e.showarrow,f=[&quot;x&quot;,&quot;y&quot;],h=[-10,-30],d={_fullLayout:r},p=0;p&lt;2;p++){var g=f[p],v=i.coerceRef(t,e,d,g,&quot;&quot;,&quot;paper&quot;);if(&quot;paper&quot;!==v)i.getFromId(d,v)._annIndices.push(e._index);if(i.coercePosition(e,d,a,v,g,.5),c){var m=&quot;a&quot;+g,y=i.coerceRef(t,e,d,m,&quot;pixel&quot;);&quot;pixel&quot;!==y&amp;&amp;y!==v&amp;&amp;(y=e[m]=&quot;pixel&quot;);var b=&quot;pixel&quot;===y?h[p]:.4;i.coercePosition(e,d,a,y,m,b)}a(g+&quot;anchor&quot;),a(g+&quot;shift&quot;)}if(n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),c&amp;&amp;n.noneOrAll(t,e,[&quot;ax&quot;,&quot;ay&quot;]),u){var x=a(&quot;xclick&quot;),_=a(&quot;yclick&quot;);e._xclick=void 0===x?e.x:i.cleanPosition(x,d,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,d,e.yref)}}}e.exports=function(t,e){a(t,e,{name:&quot;annotations&quot;,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:361,&quot;./common_defaults&quot;:364}],367:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../plots/cartesian/axes&quot;),l=t(&quot;../color&quot;),u=t(&quot;../drawing&quot;),c=t(&quot;../fx&quot;),f=t(&quot;../../lib/svg_text_utils&quot;),h=t(&quot;../../lib/setcursor&quot;),d=t(&quot;../dragelement&quot;),p=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,g=t(&quot;./draw_arrow_head&quot;);function v(t,e){var r=t._fullLayout.annotations[e]||{},n=s.getFromId(t,r.xref),i=s.getFromId(t,r.yref);n&amp;&amp;n.setScale(),i&amp;&amp;i.setScale(),m(t,r,e,!1,n,i)}function m(t,e,r,a,s,v){var m,y,b=t._fullLayout,x=t._fullLayout._size,_=t._context.edits;a?(m=&quot;annotation-&quot;+a,y=a+&quot;.annotations&quot;):(m=&quot;annotation&quot;,y=&quot;annotations&quot;);var w=p(t.layout,y,e),A=w.modifyBase,M=w.modifyItem,T=w.getUpdateObj;b._infolayer.selectAll(&quot;.&quot;+m+&#x27;[data-index=&quot;&#x27;+r+&#x27;&quot;]&#x27;).remove();var k=&quot;clip&quot;+b._uid+&quot;_ann&quot;+r;if(e._input&amp;&amp;!1!==e.visible){var E={x:{},y:{}},L=+e.textangle||0,S=b._infolayer.append(&quot;g&quot;).classed(m,!0).attr(&quot;data-index&quot;,String(r)).style(&quot;opacity&quot;,e.opacity),C=S.append(&quot;g&quot;).classed(&quot;annotation-text-g&quot;,!0),O=_[e.showarrow?&quot;annotationTail&quot;:&quot;annotationPosition&quot;],R=e.captureevents||_.annotationText||O,P=C.append(&quot;g&quot;).style(&quot;pointer-events&quot;,R?&quot;all&quot;:null).call(h,&quot;pointer&quot;).on(&quot;click&quot;,function(){t._dragging=!1;var i={index:r,annotation:e._input,fullAnnotation:e,event:n.event};a&amp;&amp;(i.subplotId=a),t.emit(&quot;plotly_clickannotation&quot;,i)});e.hovertext&amp;&amp;P.on(&quot;mouseover&quot;,function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();c.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:b._hoverlayer.node(),outerContainer:b._paper.node(),gd:t})}).on(&quot;mouseout&quot;,function(){c.loneUnhover(b._hoverlayer.node())});var z=e.borderwidth,I=e.borderpad,N=z+I,D=P.append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;bg&quot;).style(&quot;stroke-width&quot;,z+&quot;px&quot;).call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),F=e.width||e.height,j=b._topclips.selectAll(&quot;#&quot;+k).data(F?[0]:[]);j.enter().append(&quot;clipPath&quot;).classed(&quot;annclip&quot;,!0).attr(&quot;id&quot;,k).append(&quot;rect&quot;),j.exit().remove();var B=e.font,U=b.meta?o.templateString(e.text,{meta:b.meta}):e.text,V=P.append(&quot;text&quot;).classed(&quot;annotation-text&quot;,!0).text(U);_.annotationText?V.call(f.makeEditable,{delegate:P,gd:t}).call(H).on(&quot;edit&quot;,function(r){e.text=r,this.call(H),M(&quot;text&quot;,r),s&amp;&amp;s.autorange&amp;&amp;A(s._name+&quot;.autorange&quot;,!0),v&amp;&amp;v.autorange&amp;&amp;A(v._name+&quot;.autorange&quot;,!0),i.call(&quot;_guiRelayout&quot;,t,T())}):V.call(H)}else n.selectAll(&quot;#&quot;+k).remove();function H(r){return r.call(u.font,B).attr({&quot;text-anchor&quot;:{left:&quot;start&quot;,right:&quot;end&quot;}[e.align]||&quot;middle&quot;}),f.convertToTspans(r,t,q),r}function q(){var r=V.selectAll(&quot;a&quot;);1===r.size()&amp;&amp;r.text()===V.text()&amp;&amp;P.insert(&quot;a&quot;,&quot;:first-child&quot;).attr({&quot;xlink:xlink:href&quot;:r.attr(&quot;xlink:href&quot;),&quot;xlink:xlink:show&quot;:r.attr(&quot;xlink:show&quot;)}).style({cursor:&quot;pointer&quot;}).node().appendChild(D.node());var n=P.select(&quot;.annotation-text-math-group&quot;),c=!n.empty(),p=u.bBox((c?n:V).node()),m=p.width,y=p.height,w=e.width||m,R=e.height||y,I=Math.round(w+2*N),B=Math.round(R+2*N);function U(t,e){return&quot;auto&quot;===e&amp;&amp;(e=t&lt;1/3?&quot;left&quot;:t&gt;2/3?&quot;right&quot;:&quot;center&quot;),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var H=!1,q=[&quot;x&quot;,&quot;y&quot;],G=0;G&lt;q.length;G++){var X,W,Y,Z,Q,$=q[G],J=e[$+&quot;ref&quot;]||$,K=e[&quot;a&quot;+$+&quot;ref&quot;],tt={x:s,y:v}[$],et=(L+(&quot;x&quot;===$?0:-90))*Math.PI/180,rt=I*Math.cos(et),nt=B*Math.sin(et),it=Math.abs(rt)+Math.abs(nt),at=e[$+&quot;anchor&quot;],ot=e[$+&quot;shift&quot;]*(&quot;x&quot;===$?1:-1),st=E[$];if(tt){var lt=tt.r2fraction(e[$]);(lt&lt;0||lt&gt;1)&amp;&amp;(K===J?((lt=tt.r2fraction(e[&quot;a&quot;+$]))&lt;0||lt&gt;1)&amp;&amp;(H=!0):H=!0),X=tt._offset+tt.r2p(e[$]),Z=.5}else&quot;x&quot;===$?(Y=e[$],X=x.l+x.w*Y):(Y=1-e[$],X=x.t+x.h*Y),Z=e.showarrow?.5:Y;if(e.showarrow){st.head=X;var ut=e[&quot;a&quot;+$];Q=rt*U(.5,e.xanchor)-nt*U(.5,e.yanchor),K===J?(st.tail=tt._offset+tt.r2p(ut),W=Q):(st.tail=X+ut,W=Q+ut),st.text=st.tail+Q;var ct=b[&quot;x&quot;===$?&quot;width&quot;:&quot;height&quot;];if(&quot;paper&quot;===J&amp;&amp;(st.head=o.constrain(st.head,1,ct-1)),&quot;pixel&quot;===K){var ft=-Math.max(st.tail-3,st.text),ht=Math.min(st.tail+3,st.text)-ct;ft&gt;0?(st.tail+=ft,st.text+=ft):ht&gt;0&amp;&amp;(st.tail-=ht,st.text-=ht)}st.tail+=ot,st.head+=ot}else W=Q=it*U(Z,at),st.text=X+Q;st.text+=ot,Q+=ot,W+=ot,e[&quot;_&quot;+$+&quot;padplus&quot;]=it/2+W,e[&quot;_&quot;+$+&quot;padminus&quot;]=it/2-W,e[&quot;_&quot;+$+&quot;size&quot;]=it,e[&quot;_&quot;+$+&quot;shift&quot;]=Q}if(t._dragging||!H){var dt=0,pt=0;if(&quot;left&quot;!==e.align&amp;&amp;(dt=(w-m)*(&quot;center&quot;===e.align?.5:1)),&quot;top&quot;!==e.valign&amp;&amp;(pt=(R-y)*(&quot;middle&quot;===e.valign?.5:1)),c)n.select(&quot;svg&quot;).attr({x:N+dt-1,y:N+pt}).call(u.setClipUrl,F?k:null,t);else{var gt=N+pt-p.top,vt=N+dt-p.left;V.call(f.positionText,vt,gt).call(u.setClipUrl,F?k:null,t)}j.select(&quot;rect&quot;).call(u.setRect,N,N,w,R),D.call(u.setRect,z/2,z/2,I-z,B-z),P.call(u.setTranslate,Math.round(E.x.text-I/2),Math.round(E.y.text-B/2)),C.attr({transform:&quot;rotate(&quot;+L+&quot;,&quot;+E.x.text+&quot;,&quot;+E.y.text+&quot;)&quot;});var mt,yt=function(r,n){S.selectAll(&quot;.annotation-arrow-g&quot;).remove();var c=E.x.head,f=E.y.head,h=E.x.tail+r,p=E.y.tail+n,m=E.x.text+r,y=E.y.text+n,b=o.rotationXYMatrix(L,m,y),w=o.apply2DTransform(b),k=o.apply2DTransform2(b),O=+D.attr(&quot;width&quot;),R=+D.attr(&quot;height&quot;),z=m-.5*O,I=z+O,N=y-.5*R,F=N+R,j=[[z,N,z,F],[z,F,I,F],[I,F,I,N],[I,N,z,N]].map(k);if(!j.reduce(function(t,e){return t^!!o.segmentsIntersect(c,f,c+1e6,f+1e6,e[0],e[1],e[2],e[3])},!1)){j.forEach(function(t){var e=o.segmentsIntersect(h,p,c,f,t[0],t[1],t[2],t[3]);e&amp;&amp;(h=e.x,p=e.y)});var B=e.arrowwidth,U=e.arrowcolor,V=e.arrowside,H=S.append(&quot;g&quot;).style({opacity:l.opacity(U)}).classed(&quot;annotation-arrow-g&quot;,!0),q=H.append(&quot;path&quot;).attr(&quot;d&quot;,&quot;M&quot;+h+&quot;,&quot;+p+&quot;L&quot;+c+&quot;,&quot;+f).style(&quot;stroke-width&quot;,B+&quot;px&quot;).call(l.stroke,l.rgb(U));if(g(q,V,e),_.annotationPosition&amp;&amp;q.node().parentNode&amp;&amp;!a){var G=c,X=f;if(e.standoff){var W=Math.sqrt(Math.pow(c-h,2)+Math.pow(f-p,2));G+=e.standoff*(h-c)/W,X+=e.standoff*(p-f)/W}var Y,Z,Q=H.append(&quot;path&quot;).classed(&quot;annotation-arrow&quot;,!0).classed(&quot;anndrag&quot;,!0).classed(&quot;cursor-move&quot;,!0).attr({d:&quot;M3,3H-3V-3H3ZM0,0L&quot;+(h-G)+&quot;,&quot;+(p-X),transform:&quot;translate(&quot;+G+&quot;,&quot;+X+&quot;)&quot;}).style(&quot;stroke-width&quot;,B+6+&quot;px&quot;).call(l.stroke,&quot;rgba(0,0,0,0)&quot;).call(l.fill,&quot;rgba(0,0,0,0)&quot;);d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(P);Y=t.x,Z=t.y,s&amp;&amp;s.autorange&amp;&amp;A(s._name+&quot;.autorange&quot;,!0),v&amp;&amp;v.autorange&amp;&amp;A(v._name+&quot;.autorange&quot;,!0)},moveFn:function(t,r){var n=w(Y,Z),i=n[0]+t,a=n[1]+r;P.call(u.setTranslate,i,a),M(&quot;x&quot;,s?s.p2r(s.r2p(e.x)+t):e.x+t/x.w),M(&quot;y&quot;,v?v.p2r(v.r2p(e.y)+r):e.y-r/x.h),e.axref===e.xref&amp;&amp;M(&quot;ax&quot;,s.p2r(s.r2p(e.ax)+t)),e.ayref===e.yref&amp;&amp;M(&quot;ay&quot;,v.p2r(v.r2p(e.ay)+r)),H.attr(&quot;transform&quot;,&quot;translate(&quot;+t+&quot;,&quot;+r+&quot;)&quot;),C.attr({transform:&quot;rotate(&quot;+L+&quot;,&quot;+i+&quot;,&quot;+a+&quot;)&quot;})},doneFn:function(){i.call(&quot;_guiRelayout&quot;,t,T());var e=document.querySelector(&quot;.js-notes-box-panel&quot;);e&amp;&amp;e.redraw(e.selectedObj)}})}}};if(e.showarrow&amp;&amp;yt(0,0),O)d.init({element:P.node(),gd:t,prepFn:function(){mt=C.attr(&quot;transform&quot;)},moveFn:function(t,r){var n=&quot;pointer&quot;;if(e.showarrow)e.axref===e.xref?M(&quot;ax&quot;,s.p2r(s.r2p(e.ax)+t)):M(&quot;ax&quot;,e.ax+t),e.ayref===e.yref?M(&quot;ay&quot;,v.p2r(v.r2p(e.ay)+r)):M(&quot;ay&quot;,e.ay+r),yt(t,r);else{if(a)return;var i,o;if(s)i=s.p2r(s.r2p(e.x)+t);else{var l=e._xsize/x.w,u=e.x+(e._xshift-e.xshift)/x.w-l/2;i=d.align(u+t/x.w,l,0,1,e.xanchor)}if(v)o=v.p2r(v.r2p(e.y)+r);else{var c=e._ysize/x.h,f=e.y-(e._yshift+e.yshift)/x.h-c/2;o=d.align(f-r/x.h,c,0,1,e.yanchor)}M(&quot;x&quot;,i),M(&quot;y&quot;,o),s&amp;&amp;v||(n=d.getCursor(s?.5:i,v?.5:o,e.xanchor,e.yanchor))}C.attr({transform:&quot;translate(&quot;+t+&quot;,&quot;+r+&quot;)&quot;+mt}),h(P,n)},doneFn:function(){h(P),i.call(&quot;_guiRelayout&quot;,t,T());var e=document.querySelector(&quot;.js-notes-box-panel&quot;);e&amp;&amp;e.redraw(e.selectedObj)}})}else P.remove()}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(&quot;.annotation&quot;).remove();for(var r=0;r&lt;e.annotations.length;r++)e.annotations[r].visible&amp;&amp;v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:m}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../fx&quot;:415,&quot;./draw_arrow_head&quot;:368,d3:81}],368:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;),a=t(&quot;./arrow_paths&quot;);e.exports=function(t,e,r){var o,s,l,u,c=t.node(),f=a[r.arrowhead||0],h=a[r.startarrowhead||0],d=(r.arrowwidth||1)*(r.arrowsize||1),p=(r.arrowwidth||1)*(r.startarrowsize||1),g=e.indexOf(&quot;start&quot;)&gt;=0,v=e.indexOf(&quot;end&quot;)&gt;=0,m=f.backoff*d+r.standoff,y=h.backoff*p+r.startstandoff;if(&quot;line&quot;===c.nodeName){o={x:+t.attr(&quot;x1&quot;),y:+t.attr(&quot;y1&quot;)},s={x:+t.attr(&quot;x2&quot;),y:+t.attr(&quot;y2&quot;)};var b=o.x-s.x,x=o.y-s.y;if(u=(l=Math.atan2(x,b))+Math.PI,m&amp;&amp;y&amp;&amp;m+y&gt;Math.sqrt(b*b+x*x))return void O();if(m){if(m*m&gt;b*b+x*x)return void O();var _=m*Math.cos(l),w=m*Math.sin(l);s.x+=_,s.y+=w,t.attr({x2:s.x,y2:s.y})}if(y){if(y*y&gt;b*b+x*x)return void O();var A=y*Math.cos(l),M=y*Math.sin(l);o.x-=A,o.y-=M,t.attr({x1:o.x,y1:o.y})}}else if(&quot;path&quot;===c.nodeName){var T=c.getTotalLength(),k=&quot;&quot;;if(T&lt;m+y)return void O();var E=c.getPointAtLength(0),L=c.getPointAtLength(.1);l=Math.atan2(E.y-L.y,E.x-L.x),o=c.getPointAtLength(Math.min(y,T)),k=&quot;0px,&quot;+y+&quot;px,&quot;;var S=c.getPointAtLength(T),C=c.getPointAtLength(T-.1);u=Math.atan2(S.y-C.y,S.x-C.x),s=c.getPointAtLength(Math.max(0,T-m)),k+=T-(k?y+m:m)+&quot;px,&quot;+T+&quot;px&quot;,t.style(&quot;stroke-dasharray&quot;,k)}function O(){t.style(&quot;stroke-dasharray&quot;,&quot;0px,100px&quot;)}function R(e,a,o,s){e.path&amp;&amp;(e.noRotate&amp;&amp;(o=0),n.select(c.parentNode).append(&quot;path&quot;).attr({class:t.attr(&quot;class&quot;),d:e.path,transform:&quot;translate(&quot;+a.x+&quot;,&quot;+a.y+&quot;)&quot;+(o?&quot;rotate(&quot;+180*o/Math.PI+&quot;)&quot;:&quot;&quot;)+&quot;scale(&quot;+s+&quot;)&quot;}).style({fill:i.rgb(r.arrowcolor),&quot;stroke-width&quot;:0}))}g&amp;&amp;R(h,o,l,p),v&amp;&amp;R(f,s,u,d)}},{&quot;../color&quot;:376,&quot;./arrow_paths&quot;:360,d3:81}],369:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;),i=t(&quot;./click&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;annotations&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;annotations&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:t(&quot;./convert_coords&quot;)}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:361,&quot;./calc_autorange&quot;:362,&quot;./click&quot;:363,&quot;./convert_coords&quot;:365,&quot;./defaults&quot;:366,&quot;./draw&quot;:367}],370:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/attributes&quot;),i=t(&quot;../../plot_api/edit_types&quot;).overrideAll,a=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=i(a(&quot;annotation&quot;,{visible:n.visible,x:{valType:&quot;any&quot;},y:{valType:&quot;any&quot;},z:{valType:&quot;any&quot;},ax:{valType:&quot;number&quot;},ay:{valType:&quot;number&quot;},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),&quot;calc&quot;,&quot;from-root&quot;)},{&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../annotations/attributes&quot;:361}],371:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:&quot;linear&quot;,autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}e.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r&lt;e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(&quot;.annotation-&quot;+t.id).remove()}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541}],372:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;../annotations/common_defaults&quot;),s=t(&quot;./attributes&quot;);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+&quot;axis&quot;,a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(&quot;visible&quot;)&amp;&amp;(o(t,e,a.fullLayout,l),u(&quot;x&quot;),u(&quot;y&quot;),u(&quot;z&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;]),e.xref=&quot;x&quot;,e.yref=&quot;y&quot;,e.zref=&quot;z&quot;,l(&quot;xanchor&quot;),l(&quot;yanchor&quot;),l(&quot;xshift&quot;),l(&quot;yshift&quot;),e.showarrow&amp;&amp;(e.axref=&quot;pixel&quot;,e.ayref=&quot;pixel&quot;,l(&quot;ax&quot;,-10),l(&quot;ay&quot;,-30),n.noneOrAll(t,e,[&quot;ax&quot;,&quot;ay&quot;])))}e.exports=function(t,e,r){a(t,e,{name:&quot;annotations&quot;,handleItemDefaults:l,fullLayout:r.fullLayout})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;../annotations/common_defaults&quot;:364,&quot;./attributes&quot;:370}],373:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/draw&quot;).drawRaw,i=t(&quot;../../plots/gl3d/project&quot;),a=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s&lt;o.length;s++){for(var l=o[s],u=!1,c=0;c&lt;3;c++){var f=a[c],h=l[f],d=e[f+&quot;axis&quot;].r2fraction(h);if(d&lt;0||d&gt;1){u=!0;break}}u?t.fullLayout._infolayer.select(&quot;.annotation-&quot;+t.id+&#x27;[data-index=&quot;&#x27;+s+&#x27;&quot;]&#x27;).remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{&quot;../../plots/gl3d/project&quot;:579,&quot;../annotations/draw&quot;:367}],374:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;annotations3d&quot;,schema:{subplots:{scene:{annotations:t(&quot;./attributes&quot;)}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var a=r.attrRegex,o=Object.keys(t),s=0;s&lt;o.length;s++){var l=o[s];a.test(l)&amp;&amp;(t[l].annotations||[]).length&amp;&amp;(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:t(&quot;./convert&quot;),draw:t(&quot;./draw&quot;)}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:370,&quot;./convert&quot;:371,&quot;./defaults&quot;:372,&quot;./draw&quot;:373}],375:[function(t,e,r){&quot;use strict&quot;;r.defaults=[&quot;#1f77b4&quot;,&quot;#ff7f0e&quot;,&quot;#2ca02c&quot;,&quot;#d62728&quot;,&quot;#9467bd&quot;,&quot;#8c564b&quot;,&quot;#e377c2&quot;,&quot;#7f7f7f&quot;,&quot;#bcbd22&quot;,&quot;#17becf&quot;],r.defaultLine=&quot;#444&quot;,r.lightLine=&quot;#eee&quot;,r.background=&quot;#fff&quot;,r.borderLine=&quot;#BEC8D9&quot;,r.lightFraction=1e3/11},{}],376:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;),i=t(&quot;fast-isnumeric&quot;),a=e.exports={},o=t(&quot;./attributes&quot;);a.defaults=o.defaults;var s=a.defaultLine=o.defaultLine;a.lightLine=o.lightLine;var l=a.background=o.background;function u(t){if(i(t)||&quot;string&quot;!=typeof t)return t;var e=t.trim();if(&quot;rgb&quot;!==e.substr(0,3))return t;var r=e.match(/^rgba?\\s*\\(([^()]*)\\)$/);if(!r)return t;var n=r[1].trim().split(/\\s*[\\s,]\\s*/),a=&quot;a&quot;===e.charAt(3)&amp;&amp;4===n.length;if(!a&amp;&amp;3!==n.length)return t;for(var o=0;o&lt;n.length;o++){if(!n[o].length)return t;if(n[o]=Number(n[o]),!(n[o]&gt;=0))return t;if(3===o)n[o]&gt;1&amp;&amp;(n[o]=1);else if(n[o]&gt;=1)return t}var s=Math.round(255*n[0])+&quot;, &quot;+Math.round(255*n[1])+&quot;, &quot;+Math.round(255*n[2]);return a?&quot;rgba(&quot;+s+&quot;, &quot;+n[3]+&quot;)&quot;:&quot;rgb(&quot;+s+&quot;)&quot;}a.tinyRGB=function(t){var e=t.toRgb();return&quot;rgb(&quot;+Math.round(e.r)+&quot;, &quot;+Math.round(e.g)+&quot;, &quot;+Math.round(e.b)+&quot;)&quot;},a.rgb=function(t){return a.tinyRGB(n(t))},a.opacity=function(t){return t?n(t).getAlpha():0},a.addOpacity=function(t,e){var r=n(t).toRgb();return&quot;rgba(&quot;+Math.round(r.r)+&quot;, &quot;+Math.round(r.g)+&quot;, &quot;+Math.round(r.b)+&quot;, &quot;+e+&quot;)&quot;},a.combine=function(t,e){var r=n(t).toRgb();if(1===r.a)return n(t).toRgbString();var i=n(e||l).toRgb(),a=1===i.a?i:{r:255*(1-i.a)+i.r*i.a,g:255*(1-i.a)+i.g*i.a,b:255*(1-i.a)+i.b*i.a},o={r:a.r*(1-r.a)+r.r*r.a,g:a.g*(1-r.a)+r.g*r.a,b:a.b*(1-r.a)+r.b*r.a};return n(o).toRgbString()},a.contrast=function(t,e,r){var i=n(t);return 1!==i.getAlpha()&amp;&amp;(i=n(a.combine(t,l))),(i.isDark()?e?i.lighten(e):l:r?i.darken(r):s).toString()},a.stroke=function(t,e){var r=n(e);t.style({stroke:a.tinyRGB(r),&quot;stroke-opacity&quot;:r.getAlpha()})},a.fill=function(t,e){var r=n(e);t.style({fill:a.tinyRGB(r),&quot;fill-opacity&quot;:r.getAlpha()})},a.clean=function(t){if(t&amp;&amp;&quot;object&quot;==typeof t){var e,r,n,i,o=Object.keys(t);for(e=0;e&lt;o.length;e++)if(i=t[n=o[e]],&quot;color&quot;===n.substr(n.length-5))if(Array.isArray(i))for(r=0;r&lt;i.length;r++)i[r]=u(i[r]);else t[n]=u(i);else if(&quot;colorscale&quot;===n.substr(n.length-10)&amp;&amp;Array.isArray(i))for(r=0;r&lt;i.length;r++)Array.isArray(i[r])&amp;&amp;(i[r][1]=u(i[r][1]));else if(Array.isArray(i)){var s=i[0];if(!Array.isArray(s)&amp;&amp;s&amp;&amp;&quot;object&quot;==typeof s)for(r=0;r&lt;i.length;r++)a.clean(i[r])}else i&amp;&amp;&quot;object&quot;==typeof i&amp;&amp;a.clean(i)}}},{&quot;./attributes&quot;:375,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],377:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/layout_attributes&quot;),i=t(&quot;../../plots/font_attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendFlat,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll;e.exports=o({thicknessmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;pixels&quot;},thickness:{valType:&quot;number&quot;,min:0,dflt:30},lenmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;fraction&quot;},len:{valType:&quot;number&quot;,min:0,dflt:1},x:{valType:&quot;number&quot;,dflt:1.02,min:-2,max:3},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},xpad:{valType:&quot;number&quot;,min:0,dflt:10},y:{valType:&quot;number&quot;,dflt:.5,min:-2,max:3},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;},ypad:{valType:&quot;number&quot;,min:0,dflt:10},outlinecolor:n.linecolor,outlinewidth:n.linewidth,bordercolor:n.linecolor,borderwidth:{valType:&quot;number&quot;,min:0,dflt:0},bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;},tickmode:n.tickmode,nticks:n.nticks,tick0:n.tick0,dtick:n.dtick,tickvals:n.tickvals,ticktext:n.ticktext,ticks:a({},n.ticks,{dflt:&quot;&quot;}),ticklen:n.ticklen,tickwidth:n.tickwidth,tickcolor:n.tickcolor,showticklabels:n.showticklabels,tickfont:i({}),tickangle:n.tickangle,tickformat:n.tickformat,tickformatstops:n.tickformatstops,tickprefix:n.tickprefix,showtickprefix:n.showtickprefix,ticksuffix:n.ticksuffix,showticksuffix:n.showticksuffix,separatethousands:n.separatethousands,exponentformat:n.exponentformat,showexponent:n.showexponent,title:{text:{valType:&quot;string&quot;},font:i({}),side:{valType:&quot;enumerated&quot;,values:[&quot;right&quot;,&quot;top&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;}},_deprecated:{title:{valType:&quot;string&quot;},titlefont:i({}),titleside:{valType:&quot;enumerated&quot;,values:[&quot;right&quot;,&quot;top&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;}}},&quot;colorbars&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/cartesian/layout_attributes&quot;:553,&quot;../../plots/font_attributes&quot;:567}],378:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;),i=t(&quot;../colorscale/helpers&quot;).flipScale;e.exports=function(t,e,r){if(&quot;function&quot;==typeof r)return r(t,e);var a=e[0].trace,o=&quot;cb&quot;+a.uid;r=Array.isArray(r)?r:[r];for(var s=0;s&lt;r.length;s++){var l=r[s].container,u=l?a[l]:a;if(t._fullLayout._infolayer.selectAll(&quot;.&quot;+o).remove(),u&amp;&amp;u.showscale){var c=e[0].t.cb=n(t,o),f=u.reversescale?i(u.colorscale):u.colorscale;return void c.fillgradient(f).zrange([u[r[s].min],u[r[s].max]]).options(u.colorbar)()}}}},{&quot;../colorscale/helpers&quot;:387,&quot;./draw&quot;:381}],379:[function(t,e,r){&quot;use strict&quot;;e.exports={cn:{colorbar:&quot;colorbar&quot;,cbbg:&quot;cbbg&quot;,cbfill:&quot;cbfill&quot;,cbfills:&quot;cbfills&quot;,cbline:&quot;cbline&quot;,cblines:&quot;cblines&quot;,cbaxis:&quot;cbaxis&quot;,cbtitleunshift:&quot;cbtitleunshift&quot;,cbtitle:&quot;cbtitle&quot;,cboutline:&quot;cboutline&quot;,crisp:&quot;crisp&quot;,jsPlaceholder:&quot;js-placeholder&quot;}}},{}],380:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/plot_template&quot;),a=t(&quot;../../plots/cartesian/tick_value_defaults&quot;),o=t(&quot;../../plots/cartesian/tick_mark_defaults&quot;),s=t(&quot;../../plots/cartesian/tick_label_defaults&quot;),l=t(&quot;./attributes&quot;);e.exports=function(t,e,r){var u=i.newContainer(e,&quot;colorbar&quot;),c=t.colorbar||{};function f(t,e){return n.coerce(c,u,l,t,e)}var h=f(&quot;thicknessmode&quot;);f(&quot;thickness&quot;,&quot;fraction&quot;===h?30/(r.width-r.margin.l-r.margin.r):30);var d=f(&quot;lenmode&quot;);f(&quot;len&quot;,&quot;fraction&quot;===d?1:r.height-r.margin.t-r.margin.b),f(&quot;x&quot;),f(&quot;xanchor&quot;),f(&quot;xpad&quot;),f(&quot;y&quot;),f(&quot;yanchor&quot;),f(&quot;ypad&quot;),n.noneOrAll(c,u,[&quot;x&quot;,&quot;y&quot;]),f(&quot;outlinecolor&quot;),f(&quot;outlinewidth&quot;),f(&quot;bordercolor&quot;),f(&quot;borderwidth&quot;),f(&quot;bgcolor&quot;),a(c,u,f,&quot;linear&quot;);var p={outerTicks:!1,font:r.font};s(c,u,f,&quot;linear&quot;,p),o(c,u,f,&quot;linear&quot;,p),f(&quot;title.text&quot;,r._dfltTitle.colorbar),n.coerceFont(f,&quot;title.font&quot;,r.font),f(&quot;title.side&quot;)}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/tick_label_defaults&quot;:560,&quot;../../plots/cartesian/tick_mark_defaults&quot;:561,&quot;../../plots/cartesian/tick_value_defaults&quot;:562,&quot;./attributes&quot;:377}],381:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../plots/cartesian/axes&quot;),l=t(&quot;../dragelement&quot;),u=t(&quot;../../lib&quot;),c=t(&quot;../../lib/extend&quot;).extendFlat,f=t(&quot;../../lib/setcursor&quot;),h=t(&quot;../drawing&quot;),d=t(&quot;../color&quot;),p=t(&quot;../titles&quot;),g=t(&quot;../../lib/svg_text_utils&quot;),v=t(&quot;../../constants/alignment&quot;),m=v.LINE_SPACING,y=v.FROM_TL,b=v.FROM_BR,x=t(&quot;../../plots/cartesian/axis_defaults&quot;),_=t(&quot;../../plots/cartesian/position_defaults&quot;),w=t(&quot;../../plots/cartesian/layout_attributes&quot;),A=t(&quot;./attributes&quot;),M=t(&quot;./constants&quot;).cn;e.exports=function(t,e){var r={};for(var v in A)r[v]=null;function T(){var v=t._fullLayout,A=v._size;if(&quot;function&quot;==typeof r.fillcolor||&quot;function&quot;==typeof r.line.color||r.fillgradient){var L,S,C=r.zrange||n.extent((&quot;function&quot;==typeof r.fillcolor?r.fillcolor:r.line.color).domain()),O=[],R=[],P=&quot;function&quot;==typeof r.line.color?r.line.color:function(){return r.line.color},z=&quot;function&quot;==typeof r.fillcolor?r.fillcolor:function(){return r.fillcolor},I=r.levels.end+r.levels.size/100,N=r.levels.size,D=1.001*C[0]-.001*C[1],F=1.001*C[1]-.001*C[0];for(S=0;S&lt;1e5&amp;&amp;(L=r.levels.start+S*N,!(N&gt;0?L&gt;=I:L&lt;=I));S++)L&gt;D&amp;&amp;L&lt;F&amp;&amp;O.push(L);if(r.fillgradient)R=[0];else if(&quot;function&quot;==typeof r.fillcolor)if(r.filllevels)for(I=r.filllevels.end+r.filllevels.size/100,N=r.filllevels.size,S=0;S&lt;1e5&amp;&amp;(L=r.filllevels.start+S*N,!(N&gt;0?L&gt;=I:L&lt;=I));S++)L&gt;C[0]&amp;&amp;L&lt;C[1]&amp;&amp;R.push(L);else(R=O.map(function(t){return t-r.levels.size/2})).push(R[R.length-1]+r.levels.size);else r.fillcolor&amp;&amp;&quot;string&quot;==typeof r.fillcolor&amp;&amp;(R=[0]);r.levels.size&lt;0&amp;&amp;(O.reverse(),R.reverse());var j,B=A.h,U=A.w,V=Math.round(r.thickness*(&quot;fraction&quot;===r.thicknessmode?U:1)),H=V/A.w,q=Math.round(r.len*(&quot;fraction&quot;===r.lenmode?B:1)),G=q/A.h,X=r.xpad/A.w,W=(r.borderwidth+r.outlinewidth)/2,Y=r.ypad/A.h,Z=Math.round(r.x*A.w+r.xpad),Q=r.x-H*({middle:.5,right:1}[r.xanchor]||0),$=r.y+G*(({top:-.5,bottom:.5}[r.yanchor]||0)-.5),J=Math.round(A.h*(1-$)),K=J-q,tt={type:&quot;linear&quot;,range:C,tickmode:r.tickmode,nticks:r.nticks,tick0:r.tick0,dtick:r.dtick,tickvals:r.tickvals,ticktext:r.ticktext,ticks:r.ticks,ticklen:r.ticklen,tickwidth:r.tickwidth,tickcolor:r.tickcolor,showticklabels:r.showticklabels,tickfont:r.tickfont,tickangle:r.tickangle,tickformat:r.tickformat,exponentformat:r.exponentformat,separatethousands:r.separatethousands,showexponent:r.showexponent,showtickprefix:r.showtickprefix,tickprefix:r.tickprefix,showticksuffix:r.showticksuffix,ticksuffix:r.ticksuffix,title:r.title,showline:!0,anchor:&quot;free&quot;,side:&quot;right&quot;,position:1},et={type:&quot;linear&quot;,_id:&quot;y&quot;+e},rt={letter:&quot;y&quot;,font:v.font,noHover:!0,noTickson:!0,calendar:v.calendar};if(x(tt,et,yt,rt,v),_(tt,et,yt,rt),et.position=r.x+X+H,T.axis=et,-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)&amp;&amp;(et.title.side=r.title.side,et.titlex=r.x+X,et.titley=$+(&quot;top&quot;===r.title.side?G-Y:Y)),r.line.color&amp;&amp;&quot;auto&quot;===r.tickmode){et.tickmode=&quot;linear&quot;,et.tick0=r.levels.start;var nt=r.levels.size,it=u.constrain((J-K)/50,4,15)+1,at=(C[1]-C[0])/((r.nticks||it)*nt);if(at&gt;1){var ot=Math.pow(10,Math.floor(Math.log(at)/Math.LN10));nt*=ot*u.roundUp(at/ot,[2,5,10]),(Math.abs(r.levels.start)/r.levels.size+1e-6)%1&lt;2e-6&amp;&amp;(et.tick0=0)}et.dtick=nt}et.domain=[$+Y,$+G-Y],et.setScale();var st=u.ensureSingle(v._infolayer,&quot;g&quot;,e,function(t){t.classed(M.colorbar,!0).each(function(){var t=n.select(this);t.append(&quot;rect&quot;).classed(M.cbbg,!0),t.append(&quot;g&quot;).classed(M.cbfills,!0),t.append(&quot;g&quot;).classed(M.cblines,!0),t.append(&quot;g&quot;).classed(M.cbaxis,!0).classed(M.crisp,!0),t.append(&quot;g&quot;).classed(M.cbtitleunshift,!0).append(&quot;g&quot;).classed(M.cbtitle,!0),t.append(&quot;rect&quot;).classed(M.cboutline,!0),t.select(&quot;.cbtitle&quot;).datum(0)})});st.attr(&quot;transform&quot;,&quot;translate(&quot;+Math.round(A.l)+&quot;,&quot;+Math.round(A.t)+&quot;)&quot;);var lt=st.select(&quot;.cbtitleunshift&quot;).attr(&quot;transform&quot;,&quot;translate(-&quot;+Math.round(A.l)+&quot;,-&quot;+Math.round(A.t)+&quot;)&quot;),ut=st.select(&quot;.cbaxis&quot;),ct=0;if(-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)){var ft,ht=A.l+(r.x+X)*A.w,dt=et.title.font.size;ft=&quot;top&quot;===r.title.side?(1-($+G-Y))*A.h+A.t+3+.75*dt:(1-($+Y))*A.h+A.t-3-.25*dt,bt(et._id+&quot;title&quot;,{attributes:{x:ht,y:ft,&quot;text-anchor&quot;:&quot;start&quot;}})}var pt,gt,vt,mt=u.syncOrAsync([a.previousPromises,function(){if(-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)){var a=st.select(&quot;.cbtitle&quot;),o=a.select(&quot;text&quot;),l=[-r.outlinewidth/2,r.outlinewidth/2],c=a.select(&quot;.h&quot;+et._id+&quot;title-math-group&quot;).node(),f=15.6;if(o.node()&amp;&amp;(f=parseInt(o.node().style.fontSize,10)*m),c?(ct=h.bBox(c).height)&gt;f&amp;&amp;(l[1]-=(ct-f)/2):o.node()&amp;&amp;!o.classed(M.jsPlaceholder)&amp;&amp;(ct=h.bBox(o.node()).height),ct){if(ct+=5,&quot;top&quot;===r.title.side)et.domain[1]-=ct/A.h,l[1]*=-1;else{et.domain[0]+=ct/A.h;var d=g.lineCount(o);l[1]+=(1-d)*f}a.attr(&quot;transform&quot;,&quot;translate(&quot;+l+&quot;)&quot;),et.setScale()}}st.selectAll(&quot;.cbfills,.cblines&quot;).attr(&quot;transform&quot;,&quot;translate(0,&quot;+Math.round(A.h*(1-et.domain[1]))+&quot;)&quot;),ut.attr(&quot;transform&quot;,&quot;translate(0,&quot;+Math.round(-A.t)+&quot;)&quot;);var p=st.select(&quot;.cbfills&quot;).selectAll(&quot;rect.cbfill&quot;).data(R);p.enter().append(&quot;rect&quot;).classed(M.cbfill,!0).style(&quot;stroke&quot;,&quot;none&quot;),p.exit().remove();var y=C.map(et.c2p).map(Math.round).sort(function(t,e){return t-e});p.each(function(a,o){var s=[0===o?C[0]:(R[o]+R[o-1])/2,o===R.length-1?C[1]:(R[o]+R[o+1])/2].map(et.c2p).map(Math.round);s[1]=u.constrain(s[1]+(s[1]&gt;s[0])?1:-1,y[0],y[1]);var l=n.select(this).attr({x:Z,width:Math.max(V,2),y:n.min(s),height:Math.max(n.max(s)-n.min(s),2)});if(r.fillgradient)h.gradient(l,t,e,&quot;vertical&quot;,r.fillgradient,&quot;fill&quot;);else{var c=z(a).replace(&quot;e-&quot;,&quot;&quot;);l.attr(&quot;fill&quot;,i(c).toHexString())}});var b=st.select(&quot;.cblines&quot;).selectAll(&quot;path.cbline&quot;).data(r.line.color&amp;&amp;r.line.width?O:[]);return b.enter().append(&quot;path&quot;).classed(M.cbline,!0),b.exit().remove(),b.each(function(t){n.select(this).attr(&quot;d&quot;,&quot;M&quot;+Z+&quot;,&quot;+(Math.round(et.c2p(t))+r.line.width/2%1)+&quot;h&quot;+V).call(h.lineGroupStyle,r.line.width,P(t),r.line.dash)}),ut.selectAll(&quot;g.&quot;+et._id+&quot;tick,path&quot;).remove(),u.syncOrAsync([function(){var e=Z+V+(r.outlinewidth||0)/2-(&quot;outside&quot;===r.ticks?1:0),n=s.calcTicks(et),i=s.makeTransFn(et),a=s.getTickSigns(et)[2];return s.drawTicks(t,et,{vals:&quot;inside&quot;===et.ticks?s.clipEnds(et,n):n,layer:ut,path:s.makeTickPath(et,e,a),transFn:i}),s.drawLabels(t,et,{vals:n,layer:ut,transFn:i,labelFns:s.makeLabelFns(et,e)})},function(){if(-1===[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)){var e=et.title.font.size,i=et._offset+et._length/2,a=A.l+(et.position||0)*A.w+(&quot;right&quot;===et.side?10+e*(et.showticklabels?1:.5):-10-e*(et.showticklabels?.5:0));bt(&quot;h&quot;+et._id+&quot;title&quot;,{avoid:{selection:n.select(t).selectAll(&quot;g.&quot;+et._id+&quot;tick&quot;),side:r.title.side,offsetLeft:A.l,offsetTop:0,maxShift:v.width},attributes:{x:a,y:i,&quot;text-anchor&quot;:&quot;middle&quot;},transform:{rotate:&quot;-90&quot;,offset:0}})}}])},a.previousPromises,function(){var n=V+r.outlinewidth/2+h.bBox(ut.node()).width;if((j=lt.select(&quot;text&quot;)).node()&amp;&amp;!j.classed(M.jsPlaceholder)){var i,o=lt.select(&quot;.h&quot;+et._id+&quot;title-math-group&quot;).node();i=o&amp;&amp;-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)?h.bBox(o).width:h.bBox(lt.node()).right-Z-A.l,n=Math.max(n,i)}var s=2*r.xpad+n+r.borderwidth+r.outlinewidth/2,l=J-K;st.select(&quot;.cbbg&quot;).attr({x:Z-r.xpad-(r.borderwidth+r.outlinewidth)/2,y:K-W,width:Math.max(s,2),height:Math.max(l+2*W,2)}).call(d.fill,r.bgcolor).call(d.stroke,r.bordercolor).style({&quot;stroke-width&quot;:r.borderwidth}),st.selectAll(&quot;.cboutline&quot;).attr({x:Z,y:K+r.ypad+(&quot;top&quot;===r.title.side?ct:0),width:Math.max(V,2),height:Math.max(l-2*r.ypad-ct,2)}).call(d.stroke,r.outlinecolor).style({fill:&quot;None&quot;,&quot;stroke-width&quot;:r.outlinewidth});var u=({center:.5,right:1}[r.xanchor]||0)*s;st.attr(&quot;transform&quot;,&quot;translate(&quot;+(A.l-u)+&quot;,&quot;+A.t+&quot;)&quot;);var c={},f=y[r.yanchor],p=b[r.yanchor];&quot;pixels&quot;===r.lenmode?(c.y=r.y,c.t=l*f,c.b=l*p):(c.t=c.b=0,c.yt=r.y+r.len*f,c.yb=r.y-r.len*p);var g=y[r.xanchor],v=b[r.xanchor];if(&quot;pixels&quot;===r.thicknessmode)c.x=r.x,c.l=s*g,c.r=s*v;else{var m=s-V;c.l=m*g,c.r=m*v,c.xl=r.x-r.thickness*g,c.xr=r.x+r.thickness*v}a.autoMargin(t,e,c)}],t);if(mt&amp;&amp;mt.then&amp;&amp;(t._promises||[]).push(mt),t._context.edits.colorbarPosition)l.init({element:st.node(),gd:t,prepFn:function(){pt=st.attr(&quot;transform&quot;),f(st)},moveFn:function(t,e){st.attr(&quot;transform&quot;,pt+&quot; translate(&quot;+t+&quot;,&quot;+e+&quot;)&quot;),gt=l.align(Q+t/A.w,H,0,1,r.xanchor),vt=l.align($-e/A.h,G,0,1,r.yanchor);var n=l.getCursor(gt,vt,r.xanchor,r.yanchor);f(st,n)},doneFn:function(){if(f(st),void 0!==gt&amp;&amp;void 0!==vt){var e={};e[E(&quot;x&quot;)]=gt,e[E(&quot;y&quot;)]=vt,o.call(&quot;_guiRestyle&quot;,t,e,k().index)}}});return mt}function yt(t,e){return u.coerce(tt,et,w,t,e)}function bt(e,r){var n={propContainer:et,propName:E(&quot;title&quot;),traceIndex:k().index,placeholder:v._dfltTitle.colorbar,containerGroup:st.select(&quot;.cbtitle&quot;)},i=&quot;h&quot;===e.charAt(0)?e.substr(1):&quot;h&quot;+e;st.selectAll(&quot;.&quot;+i+&quot;,.&quot;+i+&quot;-math-group&quot;).remove(),p.draw(t,e,c(n,r||{}))}v._infolayer.selectAll(&quot;g.&quot;+e).remove()}function k(){for(var r=e.substr(2),n=0;n&lt;t._fullData.length;n++){var i=t._fullData[n];if(i.uid===r)return i}}function E(t){var e=&quot;colorbar.&quot;,r=k()._module.colorbar.container;return r&amp;&amp;(e=r+&quot;.&quot;+e),e+t}return r.fillcolor=null,r.line={color:null,width:null,dash:null},r.levels={start:null,end:null,size:null},r.filllevels=null,r.fillgradient=null,r.zrange=null,Object.keys(r).forEach(function(t){T[t]=function(e){return arguments.length?(r[t]=u.isPlainObject(r[t])?u.extendFlat(r[t],e):e,T):r[t]}}),T.options=function(t){for(var e in t)&quot;function&quot;==typeof T[e]&amp;&amp;T[e](t[e]);return T},T._opts=r,T}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/extend&quot;:488,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../plots/cartesian/axis_defaults&quot;:543,&quot;../../plots/cartesian/layout_attributes&quot;:553,&quot;../../plots/cartesian/position_defaults&quot;:556,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../titles&quot;:464,&quot;./attributes&quot;:377,&quot;./constants&quot;:379,d3:81,tinycolor2:342}],382:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t){return n.isPlainObject(t.colorbar)}},{&quot;../../lib&quot;:495}],383:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales.js&quot;).scales;Object.keys(n);function i(t){return&quot;`&quot;+t+&quot;`&quot;}e.exports=function(t,e){t=t||&quot;&quot;;var r,a=(e=e||{}).cLetter||&quot;c&quot;,o=(&quot;onlyIfNumerical&quot;in e?e.onlyIfNumerical:Boolean(t),&quot;noScale&quot;in e?e.noScale:&quot;marker.line&quot;===t),s=&quot;showScaleDflt&quot;in e?e.showScaleDflt:&quot;z&quot;===a,l=&quot;string&quot;==typeof e.colorscaleDflt?n[e.colorscaleDflt]:null,u=e.editTypeOverride||&quot;&quot;,c=t?t+&quot;.&quot;:&quot;&quot;;&quot;colorAttr&quot;in e?(r=e.colorAttr,e.colorAttr):i(c+(r={z:&quot;z&quot;,c:&quot;color&quot;}[a]));var f=a+&quot;auto&quot;,h=a+&quot;min&quot;,d=a+&quot;max&quot;,p=a+&quot;mid&quot;,g=(i(c+f),i(c+h),i(c+d),{});g[h]=g[d]=void 0;var v={};v[f]=!1;var m={};return&quot;color&quot;===r&amp;&amp;(m.color={valType:&quot;color&quot;,arrayOk:!0,editType:u||&quot;style&quot;},e.anim&amp;&amp;(m.color.anim=!0)),m[f]={valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;,impliedEdits:g},m[h]={valType:&quot;number&quot;,dflt:null,editType:u||&quot;plot&quot;,impliedEdits:v},m[d]={valType:&quot;number&quot;,dflt:null,editType:u||&quot;plot&quot;,impliedEdits:v},m[p]={valType:&quot;number&quot;,dflt:null,editType:&quot;calc&quot;,impliedEdits:g},m.colorscale={valType:&quot;colorscale&quot;,editType:&quot;calc&quot;,dflt:l,impliedEdits:{autocolorscale:!1}},m.autocolorscale={valType:&quot;boolean&quot;,dflt:!1!==e.autoColorDflt,editType:&quot;calc&quot;,impliedEdits:{colorscale:void 0}},m.reversescale={valType:&quot;boolean&quot;,dflt:!1,editType:&quot;plot&quot;},o||(m.showscale={valType:&quot;boolean&quot;,dflt:s,editType:&quot;calc&quot;}),m}},{&quot;./scales.js&quot;:391}],384:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r){var i=t._fullLayout,a=r.vals,o=r.containerStr,s=r.cLetter,l=o?n.nestedProperty(e,o).get():e,u=s+&quot;min&quot;,c=s+&quot;max&quot;,f=s+&quot;mid&quot;,h=l[s+&quot;auto&quot;],d=l[u],p=l[c],g=l[f],v=l.colorscale;!1===h&amp;&amp;void 0!==d||(d=n.aggNums(Math.min,null,a)),!1===h&amp;&amp;void 0!==p||(p=n.aggNums(Math.max,null,a)),!1!==h&amp;&amp;void 0!==g&amp;&amp;(p-g&gt;g-d?d=g-(p-g):p-g&lt;g-d&amp;&amp;(p=g+(g-d))),d===p&amp;&amp;(d-=.5,p+=.5),l[&quot;_&quot;+u]=l[u]=d,l[&quot;_&quot;+c]=l[c]=p,l.autocolorscale&amp;&amp;(v=d*p&lt;0?i.colorscale.diverging:d&gt;=0?i.colorscale.sequential:i.colorscale.sequentialminus,l._colorscale=l.colorscale=v)}},{&quot;../../lib&quot;:495}],385:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./helpers&quot;).hasColorscale;e.exports=function(t){function e(t,e){var r=t[&quot;_&quot;+e];void 0!==r&amp;&amp;(t[e]=r)}function r(t,r){var i=r.container?n.nestedProperty(t,r.container).get():t;if(i){var a=i.zauto||i.cauto,o=r.min,s=r.max;(a||void 0===i[o])&amp;&amp;e(i,o),(a||void 0===i[s])&amp;&amp;e(i,s),i.autocolorscale&amp;&amp;e(i,&quot;colorscale&quot;)}}for(var a=0;a&lt;t.length;a++){var o=t[a],s=o._module.colorbar;if(s)if(Array.isArray(s))for(var l=0;l&lt;s.length;l++)r(o,s[l]);else r(o,s);i(o,&quot;marker.line&quot;)&amp;&amp;r(o,{container:&quot;marker.line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}),i(o,&quot;line&quot;)&amp;&amp;r(o,{container:&quot;line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;})}}},{&quot;../../lib&quot;:495,&quot;./helpers&quot;:387}],386:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../colorbar/has_colorbar&quot;),o=t(&quot;../colorbar/defaults&quot;),s=t(&quot;./scales&quot;).isValid;function l(t,e){var r=e.slice(0,e.length-1);return e?i.nestedProperty(t,r).get()||{}:t}e.exports=function(t,e,r,i,u){var c=u.prefix,f=u.cLetter,h=l(t,c),d=l(e,c),p=l(e._template||{},c)||{},g=h[f+&quot;min&quot;],v=h[f+&quot;max&quot;];i(c+f+&quot;auto&quot;,!(n(g)&amp;&amp;n(v)&amp;&amp;g&lt;v))?i(c+f+&quot;mid&quot;):(i(c+f+&quot;min&quot;),i(c+f+&quot;max&quot;));var m,y,b=h.colorscale,x=p.colorscale;(void 0!==b&amp;&amp;(m=!s(b)),void 0!==x&amp;&amp;(m=!s(x)),i(c+&quot;autocolorscale&quot;,m),i(c+&quot;colorscale&quot;),i(c+&quot;reversescale&quot;),u.noScale||&quot;marker.line.&quot;===c)||(c&amp;&amp;(y=a(h)),i(c+&quot;showscale&quot;,y)&amp;&amp;o(h,d,r))}},{&quot;../../lib&quot;:495,&quot;../colorbar/defaults&quot;:380,&quot;../colorbar/has_colorbar&quot;:382,&quot;./scales&quot;:391,&quot;fast-isnumeric&quot;:90}],387:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;fast-isnumeric&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../color&quot;),l=t(&quot;./scales&quot;).isValid;function u(t){for(var e=t.length,r=new Array(e),n=e-1,i=0;n&gt;=0;n--,i++){var a=t[n];r[i]=[1-a[0],a[1]]}return r}function c(t){var e={r:t[0],g:t[1],b:t[2],a:t[3]};return i(e).toRgbString()}e.exports={hasColorscale:function(t,e){var r=e?o.nestedProperty(t,e).get()||{}:t,n=r.color,i=!1;if(o.isArrayOrTypedArray(n))for(var s=0;s&lt;n.length;s++)if(a(n[s])){i=!0;break}return o.isPlainObject(r)&amp;&amp;(i||!0===r.showscale||a(r.cmin)&amp;&amp;a(r.cmax)||l(r.colorscale)||o.isPlainObject(r.colorbar))},extractScale:function(t,e){for(var r=e.cLetter,n=t.reversescale?u(t.colorscale):t.colorscale,i=t[r+&quot;min&quot;],a=t[r+&quot;max&quot;],o=n.length,s=new Array(o),l=new Array(o),c=0;c&lt;o;c++){var f=n[c];s[c]=i+f[0]*(a-i),l[c]=f[1]}return{domain:s,range:l}},flipScale:u,makeColorScaleFunc:function(t,e){e=e||{};for(var r=t.domain,o=t.range,l=o.length,u=new Array(l),f=0;f&lt;l;f++){var h=i(o[f]).toRgb();u[f]=[h.r,h.g,h.b,h.a]}var d,p=n.scale.linear().domain(r).range(u).clamp(!0),g=e.noNumericCheck,v=e.returnArray;return(d=g&amp;&amp;v?p:g?function(t){return c(p(t))}:v?function(t){return a(t)?p(t):i(t).isValid()?t:s.defaultLine}:function(t){return a(t)?c(p(t)):i(t).isValid()?t:s.defaultLine}).domain=p.domain,d.range=function(){return o},d}}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376,&quot;./scales&quot;:391,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],388:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales&quot;),i=t(&quot;./helpers&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;colorscale&quot;,attributes:t(&quot;./attributes&quot;),layoutAttributes:t(&quot;./layout_attributes&quot;),supplyLayoutDefaults:t(&quot;./layout_defaults&quot;),handleDefaults:t(&quot;./defaults&quot;),crossTraceDefaults:t(&quot;./cross_trace_defaults&quot;),calc:t(&quot;./calc&quot;),scales:n.scales,defaultScale:n.defaultScale,getScale:n.get,isValidScale:n.isValid,hasColorscale:i.hasColorscale,flipScale:i.flipScale,extractScale:i.extractScale,makeColorScaleFunc:i.makeColorScaleFunc}},{&quot;./attributes&quot;:383,&quot;./calc&quot;:384,&quot;./cross_trace_defaults&quot;:385,&quot;./defaults&quot;:386,&quot;./helpers&quot;:387,&quot;./layout_attributes&quot;:389,&quot;./layout_defaults&quot;:390,&quot;./scales&quot;:391}],389:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales&quot;).scales;e.exports={editType:&quot;calc&quot;,sequential:{valType:&quot;colorscale&quot;,dflt:n.Reds,editType:&quot;calc&quot;},sequentialminus:{valType:&quot;colorscale&quot;,dflt:n.Blues,editType:&quot;calc&quot;},diverging:{valType:&quot;colorscale&quot;,dflt:n.RdBu,editType:&quot;calc&quot;}}},{&quot;./scales&quot;:391}],390:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;),a=t(&quot;../../plot_api/plot_template&quot;);e.exports=function(t,e){var r=t.colorscale,o=a.newContainer(e,&quot;colorscale&quot;);function s(t,e){return n.coerce(r,o,i,t,e)}s(&quot;sequential&quot;),s(&quot;sequentialminus&quot;),s(&quot;diverging&quot;)}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;./layout_attributes&quot;:389}],391:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;),i={Greys:[[0,&quot;rgb(0,0,0)&quot;],[1,&quot;rgb(255,255,255)&quot;]],YlGnBu:[[0,&quot;rgb(8,29,88)&quot;],[.125,&quot;rgb(37,52,148)&quot;],[.25,&quot;rgb(34,94,168)&quot;],[.375,&quot;rgb(29,145,192)&quot;],[.5,&quot;rgb(65,182,196)&quot;],[.625,&quot;rgb(127,205,187)&quot;],[.75,&quot;rgb(199,233,180)&quot;],[.875,&quot;rgb(237,248,217)&quot;],[1,&quot;rgb(255,255,217)&quot;]],Greens:[[0,&quot;rgb(0,68,27)&quot;],[.125,&quot;rgb(0,109,44)&quot;],[.25,&quot;rgb(35,139,69)&quot;],[.375,&quot;rgb(65,171,93)&quot;],[.5,&quot;rgb(116,196,118)&quot;],[.625,&quot;rgb(161,217,155)&quot;],[.75,&quot;rgb(199,233,192)&quot;],[.875,&quot;rgb(229,245,224)&quot;],[1,&quot;rgb(247,252,245)&quot;]],YlOrRd:[[0,&quot;rgb(128,0,38)&quot;],[.125,&quot;rgb(189,0,38)&quot;],[.25,&quot;rgb(227,26,28)&quot;],[.375,&quot;rgb(252,78,42)&quot;],[.5,&quot;rgb(253,141,60)&quot;],[.625,&quot;rgb(254,178,76)&quot;],[.75,&quot;rgb(254,217,118)&quot;],[.875,&quot;rgb(255,237,160)&quot;],[1,&quot;rgb(255,255,204)&quot;]],Bluered:[[0,&quot;rgb(0,0,255)&quot;],[1,&quot;rgb(255,0,0)&quot;]],RdBu:[[0,&quot;rgb(5,10,172)&quot;],[.35,&quot;rgb(106,137,247)&quot;],[.5,&quot;rgb(190,190,190)&quot;],[.6,&quot;rgb(220,170,132)&quot;],[.7,&quot;rgb(230,145,90)&quot;],[1,&quot;rgb(178,10,28)&quot;]],Reds:[[0,&quot;rgb(220,220,220)&quot;],[.2,&quot;rgb(245,195,157)&quot;],[.4,&quot;rgb(245,160,105)&quot;],[1,&quot;rgb(178,10,28)&quot;]],Blues:[[0,&quot;rgb(5,10,172)&quot;],[.35,&quot;rgb(40,60,190)&quot;],[.5,&quot;rgb(70,100,245)&quot;],[.6,&quot;rgb(90,120,245)&quot;],[.7,&quot;rgb(106,137,247)&quot;],[1,&quot;rgb(220,220,220)&quot;]],Picnic:[[0,&quot;rgb(0,0,255)&quot;],[.1,&quot;rgb(51,153,255)&quot;],[.2,&quot;rgb(102,204,255)&quot;],[.3,&quot;rgb(153,204,255)&quot;],[.4,&quot;rgb(204,204,255)&quot;],[.5,&quot;rgb(255,255,255)&quot;],[.6,&quot;rgb(255,204,255)&quot;],[.7,&quot;rgb(255,153,255)&quot;],[.8,&quot;rgb(255,102,204)&quot;],[.9,&quot;rgb(255,102,102)&quot;],[1,&quot;rgb(255,0,0)&quot;]],Rainbow:[[0,&quot;rgb(150,0,90)&quot;],[.125,&quot;rgb(0,0,200)&quot;],[.25,&quot;rgb(0,25,255)&quot;],[.375,&quot;rgb(0,152,255)&quot;],[.5,&quot;rgb(44,255,150)&quot;],[.625,&quot;rgb(151,255,0)&quot;],[.75,&quot;rgb(255,234,0)&quot;],[.875,&quot;rgb(255,111,0)&quot;],[1,&quot;rgb(255,0,0)&quot;]],Portland:[[0,&quot;rgb(12,51,131)&quot;],[.25,&quot;rgb(10,136,186)&quot;],[.5,&quot;rgb(242,211,56)&quot;],[.75,&quot;rgb(242,143,56)&quot;],[1,&quot;rgb(217,30,30)&quot;]],Jet:[[0,&quot;rgb(0,0,131)&quot;],[.125,&quot;rgb(0,60,170)&quot;],[.375,&quot;rgb(5,255,255)&quot;],[.625,&quot;rgb(255,255,0)&quot;],[.875,&quot;rgb(250,0,0)&quot;],[1,&quot;rgb(128,0,0)&quot;]],Hot:[[0,&quot;rgb(0,0,0)&quot;],[.3,&quot;rgb(230,0,0)&quot;],[.6,&quot;rgb(255,210,0)&quot;],[1,&quot;rgb(255,255,255)&quot;]],Blackbody:[[0,&quot;rgb(0,0,0)&quot;],[.2,&quot;rgb(230,0,0)&quot;],[.4,&quot;rgb(230,210,0)&quot;],[.7,&quot;rgb(255,255,255)&quot;],[1,&quot;rgb(160,200,255)&quot;]],Earth:[[0,&quot;rgb(0,0,130)&quot;],[.1,&quot;rgb(0,180,180)&quot;],[.2,&quot;rgb(40,210,40)&quot;],[.4,&quot;rgb(230,230,50)&quot;],[.6,&quot;rgb(120,70,20)&quot;],[1,&quot;rgb(255,255,255)&quot;]],Electric:[[0,&quot;rgb(0,0,0)&quot;],[.15,&quot;rgb(30,0,100)&quot;],[.4,&quot;rgb(120,0,100)&quot;],[.6,&quot;rgb(160,90,0)&quot;],[.8,&quot;rgb(230,200,0)&quot;],[1,&quot;rgb(255,250,220)&quot;]],Viridis:[[0,&quot;#440154&quot;],[.06274509803921569,&quot;#48186a&quot;],[.12549019607843137,&quot;#472d7b&quot;],[.18823529411764706,&quot;#424086&quot;],[.25098039215686274,&quot;#3b528b&quot;],[.3137254901960784,&quot;#33638d&quot;],[.3764705882352941,&quot;#2c728e&quot;],[.4392156862745098,&quot;#26828e&quot;],[.5019607843137255,&quot;#21918c&quot;],[.5647058823529412,&quot;#1fa088&quot;],[.6274509803921569,&quot;#28ae80&quot;],[.6901960784313725,&quot;#3fbc73&quot;],[.7529411764705882,&quot;#5ec962&quot;],[.8156862745098039,&quot;#84d44b&quot;],[.8784313725490196,&quot;#addc30&quot;],[.9411764705882353,&quot;#d8e219&quot;],[1,&quot;#fde725&quot;]],Cividis:[[0,&quot;rgb(0,32,76)&quot;],[.058824,&quot;rgb(0,42,102)&quot;],[.117647,&quot;rgb(0,52,110)&quot;],[.176471,&quot;rgb(39,63,108)&quot;],[.235294,&quot;rgb(60,74,107)&quot;],[.294118,&quot;rgb(76,85,107)&quot;],[.352941,&quot;rgb(91,95,109)&quot;],[.411765,&quot;rgb(104,106,112)&quot;],[.470588,&quot;rgb(117,117,117)&quot;],[.529412,&quot;rgb(131,129,120)&quot;],[.588235,&quot;rgb(146,140,120)&quot;],[.647059,&quot;rgb(161,152,118)&quot;],[.705882,&quot;rgb(176,165,114)&quot;],[.764706,&quot;rgb(192,177,109)&quot;],[.823529,&quot;rgb(209,191,102)&quot;],[.882353,&quot;rgb(225,204,92)&quot;],[.941176,&quot;rgb(243,219,79)&quot;],[1,&quot;rgb(255,233,69)&quot;]]},a=i.RdBu;function o(t){var e=0;if(!Array.isArray(t)||t.length&lt;2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r&lt;t.length;r++){var i=t[r];if(2!==i.length||+i[0]&lt;e||!n(i[1]).isValid())return!1;e=+i[0]}return!0}e.exports={scales:i,defaultScale:a,get:function(t,e){if(e||(e=a),!t)return e;function r(){try{t=i[t]||JSON.parse(t)}catch(r){t=e}}return&quot;string&quot;==typeof t&amp;&amp;(r(),&quot;string&quot;==typeof t&amp;&amp;r()),o(t)?t:e},isValid:function(t){return void 0!==i[t]||o(t)}}},{tinycolor2:342}],392:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i){var a=(t-r)/(n-r),o=a+e/(n-r),s=(a+o)/2;return&quot;left&quot;===i||&quot;bottom&quot;===i?a:&quot;center&quot;===i||&quot;middle&quot;===i?s:&quot;right&quot;===i||&quot;top&quot;===i?o:a&lt;2/3-s?a:o&gt;4/3-s?o:s}},{}],393:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=[[&quot;sw-resize&quot;,&quot;s-resize&quot;,&quot;se-resize&quot;],[&quot;w-resize&quot;,&quot;move&quot;,&quot;e-resize&quot;],[&quot;nw-resize&quot;,&quot;n-resize&quot;,&quot;ne-resize&quot;]];e.exports=function(t,e,r,a){return t=&quot;left&quot;===r?0:&quot;center&quot;===r?1:&quot;right&quot;===r?2:n.constrain(Math.floor(3*t),0,2),e=&quot;bottom&quot;===a?0:&quot;middle&quot;===a?1:&quot;top&quot;===a?2:n.constrain(Math.floor(3*e),0,2),i[e][t]}},{&quot;../../lib&quot;:495}],394:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;mouse-event-offset&quot;),i=t(&quot;has-hover&quot;),a=t(&quot;has-passive-events&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../plots/cartesian/constants&quot;),u=t(&quot;../../constants/interactions&quot;),c=e.exports={};c.align=t(&quot;./align&quot;),c.getCursor=t(&quot;./cursor&quot;);var f=t(&quot;./unhover&quot;);function h(){var t=document.createElement(&quot;div&quot;);t.className=&quot;dragcover&quot;;var e=t.style;return e.position=&quot;fixed&quot;,e.left=0,e.right=0,e.top=0,e.bottom=0,e.zIndex=999999999,e.background=&quot;none&quot;,document.body.appendChild(t),t}function d(t){return n(t.changedTouches?t.changedTouches[0]:t,document.body)}c.unhover=f.wrapped,c.unhoverRaw=f.raw,c.init=function(t){var e,r,n,f,p,g,v,m,y=t.gd,b=1,x=u.DBLCLICKDELAY,_=t.element;y._mouseDownTime||(y._mouseDownTime=0),_.style.pointerEvents=&quot;all&quot;,_.onmousedown=A,a?(_._ontouchstart&amp;&amp;_.removeEventListener(&quot;touchstart&quot;,_._ontouchstart),_._ontouchstart=A,_.addEventListener(&quot;touchstart&quot;,A,{passive:!1})):_.ontouchstart=A;var w=t.clampFn||function(t,e,r){return Math.abs(t)&lt;r&amp;&amp;(t=0),Math.abs(e)&lt;r&amp;&amp;(e=0),[t,e]};function A(a){y._dragged=!1,y._dragging=!0;var o=d(a);e=o[0],r=o[1],v=a.target,g=a,m=2===a.buttons||a.ctrlKey,&quot;undefined&quot;==typeof a.clientX&amp;&amp;&quot;undefined&quot;==typeof a.clientY&amp;&amp;(a.clientX=e,a.clientY=r),(n=(new Date).getTime())-y._mouseDownTime&lt;x?b+=1:(b=1,y._mouseDownTime=n),t.prepFn&amp;&amp;t.prepFn(a,e,r),i&amp;&amp;!m?(p=h()).style.cursor=window.getComputedStyle(_).cursor:i||(p=document,f=window.getComputedStyle(document.documentElement).cursor,document.documentElement.style.cursor=window.getComputedStyle(_).cursor),document.addEventListener(&quot;mouseup&quot;,T),document.addEventListener(&quot;touchend&quot;,T),!1!==t.dragmode&amp;&amp;(a.preventDefault(),document.addEventListener(&quot;mousemove&quot;,M),document.addEventListener(&quot;touchmove&quot;,M))}function M(n){n.preventDefault();var i=d(n),a=t.minDrag||l.MINDRAG,o=w(i[0]-e,i[1]-r,a),s=o[0],u=o[1];(s||u)&amp;&amp;(y._dragged=!0,c.unhover(y)),y._dragged&amp;&amp;t.moveFn&amp;&amp;!m&amp;&amp;t.moveFn(s,u)}function T(e){if(!1!==t.dragmode&amp;&amp;(e.preventDefault(),document.removeEventListener(&quot;mousemove&quot;,M),document.removeEventListener(&quot;touchmove&quot;,M)),document.removeEventListener(&quot;mouseup&quot;,T),document.removeEventListener(&quot;touchend&quot;,T),i?s.removeElement(p):f&amp;&amp;(p.documentElement.style.cursor=f,f=null),y._dragging){if(y._dragging=!1,(new Date).getTime()-y._mouseDownTime&gt;x&amp;&amp;(b=Math.max(b-1,1)),y._dragged)t.doneFn&amp;&amp;t.doneFn();else if(t.clickFn&amp;&amp;t.clickFn(b,g),!m){var r;try{r=new MouseEvent(&quot;click&quot;,e)}catch(t){var n=d(e);(r=document.createEvent(&quot;MouseEvents&quot;)).initMouseEvent(&quot;click&quot;,e.bubbles,e.cancelable,e.view,e.detail,e.screenX,e.screenY,n[0],n[1],e.ctrlKey,e.altKey,e.shiftKey,e.metaKey,e.button,e.relatedTarget)}v.dispatchEvent(r)}!function(t){t._dragging=!1,t._replotPending&amp;&amp;o.call(&quot;plot&quot;,t)}(y),y._dragged=!1}else y._dragged=!1}},c.coverSlip=h},{&quot;../../constants/interactions&quot;:474,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../registry&quot;:592,&quot;./align&quot;:392,&quot;./cursor&quot;:393,&quot;./unhover&quot;:395,&quot;has-hover&quot;:251,&quot;has-passive-events&quot;:252,&quot;mouse-event-offset&quot;:272}],395:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib/events&quot;),i=t(&quot;../../lib/throttle&quot;),a=t(&quot;../../lib/get_graph_div&quot;),o=t(&quot;../fx/constants&quot;),s=e.exports={};s.wrapped=function(t,e,r){(t=a(t))._fullLayout&amp;&amp;i.clear(t._fullLayout._uid+o.HOVERID),s.raw(t,e,r)},s.raw=function(t,e){var r=t._fullLayout,i=t._hoverdata;e||(e={}),e.target&amp;&amp;!1===n.triggerHandler(t,&quot;plotly_beforehover&quot;,e)||(r._hoverlayer.selectAll(&quot;g&quot;).remove(),r._hoverlayer.selectAll(&quot;line&quot;).remove(),r._hoverlayer.selectAll(&quot;circle&quot;).remove(),t._hoverdata=void 0,e.target&amp;&amp;i&amp;&amp;t.emit(&quot;plotly_unhover&quot;,{event:e,points:i}))}},{&quot;../../lib/events&quot;:487,&quot;../../lib/get_graph_div&quot;:492,&quot;../../lib/throttle&quot;:519,&quot;../fx/constants&quot;:409}],396:[function(t,e,r){&quot;use strict&quot;;r.dash={valType:&quot;string&quot;,values:[&quot;solid&quot;,&quot;dot&quot;,&quot;dash&quot;,&quot;longdash&quot;,&quot;dashdot&quot;,&quot;longdashdot&quot;],dflt:&quot;solid&quot;,editType:&quot;style&quot;}},{}],397:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;tinycolor2&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../color&quot;),l=t(&quot;../colorscale&quot;),u=t(&quot;../../lib&quot;),c=t(&quot;../../lib/svg_text_utils&quot;),f=t(&quot;../../constants/xmlns_namespaces&quot;),h=t(&quot;../../constants/alignment&quot;).LINE_SPACING,d=t(&quot;../../constants/interactions&quot;).DESELECTDIM,p=t(&quot;../../traces/scatter/subtypes&quot;),g=t(&quot;../../traces/scatter/make_bubble_size_func&quot;),v=e.exports={};v.font=function(t,e,r,n){u.isPlainObject(e)&amp;&amp;(n=e.color,r=e.size,e=e.family),e&amp;&amp;t.style(&quot;font-family&quot;,e),r+1&amp;&amp;t.style(&quot;font-size&quot;,r+&quot;px&quot;),n&amp;&amp;t.call(s.fill,n)},v.setPosition=function(t,e,r){t.attr(&quot;x&quot;,e).attr(&quot;y&quot;,r)},v.setSize=function(t,e,r){t.attr(&quot;width&quot;,e).attr(&quot;height&quot;,r)},v.setRect=function(t,e,r,n,i){t.call(v.setPosition,e,r).call(v.setSize,n,i)},v.translatePoint=function(t,e,r,n){var a=r.c2p(t.x),o=n.c2p(t.y);return!!(i(a)&amp;&amp;i(o)&amp;&amp;e.node())&amp;&amp;(&quot;text&quot;===e.node().nodeName?e.attr(&quot;x&quot;,a).attr(&quot;y&quot;,o):e.attr(&quot;transform&quot;,&quot;translate(&quot;+a+&quot;,&quot;+o+&quot;)&quot;),!0)},v.translatePoints=function(t,e,r){t.each(function(t){var i=n.select(this);v.translatePoint(t,i,e,r)})},v.hideOutsideRangePoint=function(t,e,r,n,i,a){e.attr(&quot;display&quot;,r.isPtWithinRange(t,i)&amp;&amp;n.isPtWithinRange(t,a)?null:&quot;none&quot;)},v.hideOutsideRangePoints=function(t,e){if(e._hasClipOnAxisFalse){var r=e.xaxis,i=e.yaxis;t.each(function(e){var a=e[0].trace,o=a.xcalendar,s=a.ycalendar,l=&quot;bar&quot;===a.type?&quot;.bartext&quot;:&quot;waterfall&quot;===a.type?&quot;.bartext,.line&quot;:&quot;.point,.textpoint&quot;;t.selectAll(l).each(function(t){v.hideOutsideRangePoint(t,n.select(this),r,i,o,s)})})}},v.crispRound=function(t,e,r){return e&amp;&amp;i(e)?t._context.staticPlot?e:e&lt;1?1:Math.round(e):r||0},v.singleLineStyle=function(t,e,r,n,i){e.style(&quot;fill&quot;,&quot;none&quot;);var a=(((t||[])[0]||{}).trace||{}).line||{},o=r||a.width||0,l=i||a.dash||&quot;&quot;;s.stroke(e,n||a.color),v.dashLine(e,l,o)},v.lineGroupStyle=function(t,e,r,i){t.style(&quot;fill&quot;,&quot;none&quot;).each(function(t){var a=(((t||[])[0]||{}).trace||{}).line||{},o=e||a.width||0,l=i||a.dash||&quot;&quot;;n.select(this).call(s.stroke,r||a.color).call(v.dashLine,l,o)})},v.dashLine=function(t,e,r){r=+r||0,e=v.dashStyle(e,r),t.style({&quot;stroke-dasharray&quot;:e,&quot;stroke-width&quot;:r+&quot;px&quot;})},v.dashStyle=function(t,e){e=+e||1;var r=Math.max(e,3);return&quot;solid&quot;===t?t=&quot;&quot;:&quot;dot&quot;===t?t=r+&quot;px,&quot;+r+&quot;px&quot;:&quot;dash&quot;===t?t=3*r+&quot;px,&quot;+3*r+&quot;px&quot;:&quot;longdash&quot;===t?t=5*r+&quot;px,&quot;+5*r+&quot;px&quot;:&quot;dashdot&quot;===t?t=3*r+&quot;px,&quot;+r+&quot;px,&quot;+r+&quot;px,&quot;+r+&quot;px&quot;:&quot;longdashdot&quot;===t&amp;&amp;(t=5*r+&quot;px,&quot;+2*r+&quot;px,&quot;+r+&quot;px,&quot;+2*r+&quot;px&quot;),t},v.singleFillStyle=function(t){var e=(((n.select(t.node()).data()[0]||[])[0]||{}).trace||{}).fillcolor;e&amp;&amp;t.call(s.fill,e)},v.fillGroupStyle=function(t){t.style(&quot;stroke-width&quot;,0).each(function(t){var e=n.select(this);t[0].trace&amp;&amp;e.call(s.fill,t[0].trace.fillcolor)})};var m=t(&quot;./symbol_defs&quot;);v.symbolNames=[],v.symbolFuncs=[],v.symbolNeedLines={},v.symbolNoDot={},v.symbolNoFill={},v.symbolList=[],Object.keys(m).forEach(function(t){var e=m[t];v.symbolList=v.symbolList.concat([e.n,t,e.n+100,t+&quot;-open&quot;]),v.symbolNames[e.n]=t,v.symbolFuncs[e.n]=e.f,e.needLine&amp;&amp;(v.symbolNeedLines[e.n]=!0),e.noDot?v.symbolNoDot[e.n]=!0:v.symbolList=v.symbolList.concat([e.n+200,t+&quot;-dot&quot;,e.n+300,t+&quot;-open-dot&quot;]),e.noFill&amp;&amp;(v.symbolNoFill[e.n]=!0)});var y=v.symbolNames.length,b=&quot;M0,0.5L0.5,0L0,-0.5L-0.5,0Z&quot;;function x(t,e){var r=t%100;return v.symbolFuncs[r](e)+(t&gt;=200?b:&quot;&quot;)}v.symbolNumber=function(t){if(&quot;string&quot;==typeof t){var e=0;t.indexOf(&quot;-open&quot;)&gt;0&amp;&amp;(e=100,t=t.replace(&quot;-open&quot;,&quot;&quot;)),t.indexOf(&quot;-dot&quot;)&gt;0&amp;&amp;(e+=200,t=t.replace(&quot;-dot&quot;,&quot;&quot;)),(t=v.symbolNames.indexOf(t))&gt;=0&amp;&amp;(t+=e)}return t%100&gt;=y||t&gt;=400?0:Math.floor(Math.max(t,0))};var _={x1:1,x2:0,y1:0,y2:0},w={x1:0,x2:0,y1:1,y2:0},A=n.format(&quot;~.1f&quot;),M={radial:{node:&quot;radialGradient&quot;},radialreversed:{node:&quot;radialGradient&quot;,reversed:!0},horizontal:{node:&quot;linearGradient&quot;,attrs:_},horizontalreversed:{node:&quot;linearGradient&quot;,attrs:_,reversed:!0},vertical:{node:&quot;linearGradient&quot;,attrs:w},verticalreversed:{node:&quot;linearGradient&quot;,attrs:w,reversed:!0}};v.gradient=function(t,e,r,i,o,l){for(var c=o.length,f=M[i],h=new Array(c),d=0;d&lt;c;d++)f.reversed?h[c-1-d]=[A(100*(1-o[d][0])),o[d][1]]:h[d]=[A(100*o[d][0]),o[d][1]];var p=&quot;g&quot;+e._fullLayout._uid+&quot;-&quot;+r,g=e._fullLayout._defs.select(&quot;.gradients&quot;).selectAll(&quot;#&quot;+p).data([i+h.join(&quot;;&quot;)],u.identity);g.exit().remove(),g.enter().append(f.node).each(function(){var t=n.select(this);f.attrs&amp;&amp;t.attr(f.attrs),t.attr(&quot;id&quot;,p);var e=t.selectAll(&quot;stop&quot;).data(h);e.exit().remove(),e.enter().append(&quot;stop&quot;),e.each(function(t){var e=a(t[1]);n.select(this).attr({offset:t[0]+&quot;%&quot;,&quot;stop-color&quot;:s.tinyRGB(e),&quot;stop-opacity&quot;:e.getAlpha()})})}),t.style(l,&quot;url(#&quot;+p+&quot;)&quot;).style(l+&quot;-opacity&quot;,null)},v.initGradients=function(t){u.ensureSingle(t._fullLayout._defs,&quot;g&quot;,&quot;gradients&quot;).selectAll(&quot;linearGradient,radialGradient&quot;).remove()},v.pointStyle=function(t,e,r){if(t.size()){var i=v.makePointStyleFns(e);t.each(function(t){v.singlePointStyle(t,n.select(this),e,i,r)})}},v.singlePointStyle=function(t,e,r,n,i){var a=r.marker,o=a.line;if(e.style(&quot;opacity&quot;,n.selectedOpacityFn?n.selectedOpacityFn(t):void 0===t.mo?a.opacity:t.mo),n.ms2mrc){var l;l=&quot;various&quot;===t.ms||&quot;various&quot;===a.size?3:n.ms2mrc(t.ms),t.mrc=l,n.selectedSizeFn&amp;&amp;(l=t.mrc=n.selectedSizeFn(t));var c=v.symbolNumber(t.mx||a.symbol)||0;t.om=c%200&gt;=100,e.attr(&quot;d&quot;,x(c,l))}var f,h,d,p=!1;if(t.so)d=o.outlierwidth,h=o.outliercolor,f=a.outliercolor;else{var g=(o||{}).width;d=(t.mlw+1||g+1||(t.trace?(t.trace.marker.line||{}).width:0)+1)-1||0,h=&quot;mlc&quot;in t?t.mlcc=n.lineScale(t.mlc):u.isArrayOrTypedArray(o.color)?s.defaultLine:o.color,u.isArrayOrTypedArray(a.color)&amp;&amp;(f=s.defaultLine,p=!0),f=&quot;mc&quot;in t?t.mcc=n.markerScale(t.mc):a.color||&quot;rgba(0,0,0,0)&quot;,n.selectedColorFn&amp;&amp;(f=n.selectedColorFn(t))}if(t.om)e.call(s.stroke,f).style({&quot;stroke-width&quot;:(d||1)+&quot;px&quot;,fill:&quot;none&quot;});else{e.style(&quot;stroke-width&quot;,d+&quot;px&quot;);var m=a.gradient,y=t.mgt;if(y?p=!0:y=m&amp;&amp;m.type,Array.isArray(y)&amp;&amp;(y=y[0],M[y]||(y=0)),y&amp;&amp;&quot;none&quot;!==y){var b=t.mgc;b?p=!0:b=m.color;var _=r.uid;p&amp;&amp;(_+=&quot;-&quot;+t.i),v.gradient(e,i,_,y,[[0,b],[1,f]],&quot;fill&quot;)}else s.fill(e,f);d&amp;&amp;s.stroke(e,h)}},v.makePointStyleFns=function(t){var e={},r=t.marker;return e.markerScale=v.tryColorscale(r,&quot;&quot;),e.lineScale=v.tryColorscale(r,&quot;line&quot;),o.traceIs(t,&quot;symbols&quot;)&amp;&amp;(e.ms2mrc=p.isBubble(t)?g(t):function(){return(r.size||6)/2}),t.selectedpoints&amp;&amp;u.extendFlat(e,v.makeSelectedPointStyleFns(t)),e},v.makeSelectedPointStyleFns=function(t){var e={},r=t.selected||{},n=t.unselected||{},i=t.marker||{},a=r.marker||{},s=n.marker||{},l=i.opacity,c=a.opacity,f=s.opacity,h=void 0!==c,p=void 0!==f;(u.isArrayOrTypedArray(l)||h||p)&amp;&amp;(e.selectedOpacityFn=function(t){var e=void 0===t.mo?i.opacity:t.mo;return t.selected?h?c:e:p?f:d*e});var g=i.color,v=a.color,m=s.color;(v||m)&amp;&amp;(e.selectedColorFn=function(t){var e=t.mcc||g;return t.selected?v||e:m||e});var y=i.size,b=a.size,x=s.size,_=void 0!==b,w=void 0!==x;return o.traceIs(t,&quot;symbols&quot;)&amp;&amp;(_||w)&amp;&amp;(e.selectedSizeFn=function(t){var e=t.mrc||y/2;return t.selected?_?b/2:e:w?x/2:e}),e},v.makeSelectedTextStyleFns=function(t){var e={},r=t.selected||{},n=t.unselected||{},i=t.textfont||{},a=r.textfont||{},o=n.textfont||{},l=i.color,u=a.color,c=o.color;return e.selectedTextColorFn=function(t){var e=t.tc||l;return t.selected?u||e:c||(u?e:s.addOpacity(e,d))},e},v.selectedPointStyle=function(t,e){if(t.size()&amp;&amp;e.selectedpoints){var r=v.makeSelectedPointStyleFns(e),i=e.marker||{},a=[];r.selectedOpacityFn&amp;&amp;a.push(function(t,e){t.style(&quot;opacity&quot;,r.selectedOpacityFn(e))}),r.selectedColorFn&amp;&amp;a.push(function(t,e){s.fill(t,r.selectedColorFn(e))}),r.selectedSizeFn&amp;&amp;a.push(function(t,e){var n=e.mx||i.symbol||0,a=r.selectedSizeFn(e);t.attr(&quot;d&quot;,x(v.symbolNumber(n),a)),e.mrc2=a}),a.length&amp;&amp;t.each(function(t){for(var e=n.select(this),r=0;r&lt;a.length;r++)a[r](e,t)})}},v.tryColorscale=function(t,e){var r=e?u.nestedProperty(t,e).get():t;if(r){var n=r.colorscale,i=r.color;if(n&amp;&amp;u.isArrayOrTypedArray(i))return l.makeColorScaleFunc(l.extractScale(r,{cLetter:&quot;c&quot;}))}return u.identity};var T={start:1,end:-1,middle:0,bottom:1,top:-1};function k(t,e,r,i){var a=n.select(t.node().parentNode),o=-1!==e.indexOf(&quot;top&quot;)?&quot;top&quot;:-1!==e.indexOf(&quot;bottom&quot;)?&quot;bottom&quot;:&quot;middle&quot;,s=-1!==e.indexOf(&quot;left&quot;)?&quot;end&quot;:-1!==e.indexOf(&quot;right&quot;)?&quot;start&quot;:&quot;middle&quot;,l=i?i/.8+1:0,u=(c.lineCount(t)-1)*h+1,f=T[s]*l,d=.75*r+T[o]*l+(T[o]-1)*u*r/2;t.attr(&quot;text-anchor&quot;,s),a.attr(&quot;transform&quot;,&quot;translate(&quot;+f+&quot;,&quot;+d+&quot;)&quot;)}function E(t,e){var r=t.ts||e.textfont.size;return i(r)&amp;&amp;r&gt;0?r:0}v.textPointStyle=function(t,e,r){if(t.size()){var i;if(e.selectedpoints){var a=v.makeSelectedTextStyleFns(e);i=a.selectedTextColorFn}t.each(function(t){var a=n.select(this),o=u.extractOption(t,e,&quot;tx&quot;,&quot;text&quot;);if(o||0===o){var s=t.tp||e.textposition,l=E(t,e),f=i?i(t):t.tc||e.textfont.color;a.call(v.font,t.tf||e.textfont.family,l,f).text(o).call(c.convertToTspans,r).call(k,s,l,t.mrc)}else a.remove()})}},v.selectedTextStyle=function(t,e){if(t.size()&amp;&amp;e.selectedpoints){var r=v.makeSelectedTextStyleFns(e);t.each(function(t){var i=n.select(this),a=r.selectedTextColorFn(t),o=t.tp||e.textposition,l=E(t,e);s.fill(i,a),k(i,o,l,t.mrc2||t.mrc)})}};var L=.5;function S(t,e,r,i){var a=t[0]-e[0],o=t[1]-e[1],s=r[0]-e[0],l=r[1]-e[1],u=Math.pow(a*a+o*o,L/2),c=Math.pow(s*s+l*l,L/2),f=(c*c*a-u*u*s)*i,h=(c*c*o-u*u*l)*i,d=3*c*(u+c),p=3*u*(u+c);return[[n.round(e[0]+(d&amp;&amp;f/d),2),n.round(e[1]+(d&amp;&amp;h/d),2)],[n.round(e[0]-(p&amp;&amp;f/p),2),n.round(e[1]-(p&amp;&amp;h/p),2)]]}v.smoothopen=function(t,e){if(t.length&lt;3)return&quot;M&quot;+t.join(&quot;L&quot;);var r,n=&quot;M&quot;+t[0],i=[];for(r=1;r&lt;t.length-1;r++)i.push(S(t[r-1],t[r],t[r+1],e));for(n+=&quot;Q&quot;+i[0][0]+&quot; &quot;+t[1],r=2;r&lt;t.length-1;r++)n+=&quot;C&quot;+i[r-2][1]+&quot; &quot;+i[r-1][0]+&quot; &quot;+t[r];return n+=&quot;Q&quot;+i[t.length-3][1]+&quot; &quot;+t[t.length-1]},v.smoothclosed=function(t,e){if(t.length&lt;3)return&quot;M&quot;+t.join(&quot;L&quot;)+&quot;Z&quot;;var r,n=&quot;M&quot;+t[0],i=t.length-1,a=[S(t[i],t[0],t[1],e)];for(r=1;r&lt;i;r++)a.push(S(t[r-1],t[r],t[r+1],e));for(a.push(S(t[i-1],t[i],t[0],e)),r=1;r&lt;=i;r++)n+=&quot;C&quot;+a[r-1][1]+&quot; &quot;+a[r][0]+&quot; &quot;+t[r];return n+=&quot;C&quot;+a[i][1]+&quot; &quot;+a[0][0]+&quot; &quot;+t[0]+&quot;Z&quot;};var C={hv:function(t,e){return&quot;H&quot;+n.round(e[0],2)+&quot;V&quot;+n.round(e[1],2)},vh:function(t,e){return&quot;V&quot;+n.round(e[1],2)+&quot;H&quot;+n.round(e[0],2)},hvh:function(t,e){return&quot;H&quot;+n.round((t[0]+e[0])/2,2)+&quot;V&quot;+n.round(e[1],2)+&quot;H&quot;+n.round(e[0],2)},vhv:function(t,e){return&quot;V&quot;+n.round((t[1]+e[1])/2,2)+&quot;H&quot;+n.round(e[0],2)+&quot;V&quot;+n.round(e[1],2)}},O=function(t,e){return&quot;L&quot;+n.round(e[0],2)+&quot;,&quot;+n.round(e[1],2)};v.steps=function(t){var e=C[t]||O;return function(t){for(var r=&quot;M&quot;+n.round(t[0][0],2)+&quot;,&quot;+n.round(t[0][1],2),i=1;i&lt;t.length;i++)r+=e(t[i-1],t[i]);return r}},v.makeTester=function(){var t=u.ensureSingleById(n.select(&quot;body&quot;),&quot;svg&quot;,&quot;js-plotly-tester&quot;,function(t){t.attr(f.svgAttrs).style({position:&quot;absolute&quot;,left:&quot;-10000px&quot;,top:&quot;-10000px&quot;,width:&quot;9000px&quot;,height:&quot;9000px&quot;,&quot;z-index&quot;:&quot;1&quot;})}),e=u.ensureSingle(t,&quot;path&quot;,&quot;js-reference-point&quot;,function(t){t.attr(&quot;d&quot;,&quot;M0,0H1V1H0Z&quot;).style({&quot;stroke-width&quot;:0,fill:&quot;black&quot;})});v.tester=t,v.testref=e},v.savedBBoxes={};var R=0;function P(t){var e=t.getAttribute(&quot;data-unformatted&quot;);if(null!==e)return e+t.getAttribute(&quot;data-math&quot;)+t.getAttribute(&quot;text-anchor&quot;)+t.getAttribute(&quot;style&quot;)}v.bBox=function(t,e,r){var i,a,o;if(r||(r=P(t)),r){if(i=v.savedBBoxes[r])return u.extendFlat({},i)}else if(1===t.childNodes.length){var s=t.childNodes[0];if(r=P(s)){var l=+s.getAttribute(&quot;x&quot;)||0,f=+s.getAttribute(&quot;y&quot;)||0,h=s.getAttribute(&quot;transform&quot;);if(!h){var d=v.bBox(s,!1,r);return l&amp;&amp;(d.left+=l,d.right+=l),f&amp;&amp;(d.top+=f,d.bottom+=f),d}if(r+=&quot;~&quot;+l+&quot;~&quot;+f+&quot;~&quot;+h,i=v.savedBBoxes[r])return u.extendFlat({},i)}}e?a=t:(o=v.tester.node(),a=t.cloneNode(!0),o.appendChild(a)),n.select(a).attr(&quot;transform&quot;,null).call(c.positionText,0,0);var p=a.getBoundingClientRect(),g=v.testref.node().getBoundingClientRect();e||o.removeChild(a);var m={height:p.height,width:p.width,left:p.left-g.left,top:p.top-g.top,right:p.right-g.left,bottom:p.bottom-g.top};return R&gt;=1e4&amp;&amp;(v.savedBBoxes={},R=0),r&amp;&amp;(v.savedBBoxes[r]=m),R++,u.extendFlat({},m)},v.setClipUrl=function(t,e,r){if(e){var n=r._context,i=n._exportedPlot?&quot;&quot;:n._baseUrl||&quot;&quot;;t.attr(&quot;clip-path&quot;,&quot;url(&quot;+i+&quot;#&quot;+e+&quot;)&quot;)}else t.attr(&quot;clip-path&quot;,null)},v.getTranslate=function(t){var e=(t[t.attr?&quot;attr&quot;:&quot;getAttribute&quot;](&quot;transform&quot;)||&quot;&quot;).replace(/.*\\btranslate\\((-?\\d*\\.?\\d*)[^-\\d]*(-?\\d*\\.?\\d*)[^\\d].*/,function(t,e,r){return[e,r].join(&quot; &quot;)}).split(&quot; &quot;);return{x:+e[0]||0,y:+e[1]||0}},v.setTranslate=function(t,e,r){var n=t.attr?&quot;attr&quot;:&quot;getAttribute&quot;,i=t.attr?&quot;attr&quot;:&quot;setAttribute&quot;,a=t[n](&quot;transform&quot;)||&quot;&quot;;return e=e||0,r=r||0,a=a.replace(/(\\btranslate\\(.*?\\);?)/,&quot;&quot;).trim(),a=(a+=&quot; translate(&quot;+e+&quot;, &quot;+r+&quot;)&quot;).trim(),t[i](&quot;transform&quot;,a),a},v.getScale=function(t){var e=(t[t.attr?&quot;attr&quot;:&quot;getAttribute&quot;](&quot;transform&quot;)||&quot;&quot;).replace(/.*\\bscale\\((\\d*\\.?\\d*)[^\\d]*(\\d*\\.?\\d*)[^\\d].*/,function(t,e,r){return[e,r].join(&quot; &quot;)}).split(&quot; &quot;);return{x:+e[0]||1,y:+e[1]||1}},v.setScale=function(t,e,r){var n=t.attr?&quot;attr&quot;:&quot;getAttribute&quot;,i=t.attr?&quot;attr&quot;:&quot;setAttribute&quot;,a=t[n](&quot;transform&quot;)||&quot;&quot;;return e=e||1,r=r||1,a=a.replace(/(\\bscale\\(.*?\\);?)/,&quot;&quot;).trim(),a=(a+=&quot; scale(&quot;+e+&quot;, &quot;+r+&quot;)&quot;).trim(),t[i](&quot;transform&quot;,a),a};var z=/\\s*sc.*/;v.setPointGroupScale=function(t,e,r){if(e=e||1,r=r||1,t){var n=1===e&amp;&amp;1===r?&quot;&quot;:&quot; scale(&quot;+e+&quot;,&quot;+r+&quot;)&quot;;t.each(function(){var t=(this.getAttribute(&quot;transform&quot;)||&quot;&quot;).replace(z,&quot;&quot;);t=(t+=n).trim(),this.setAttribute(&quot;transform&quot;,t)})}};var I=/translate\\([^)]*\\)\\s*$/;v.setTextPointsScale=function(t,e,r){t&amp;&amp;t.each(function(){var t,i=n.select(this),a=i.select(&quot;text&quot;);if(a.node()){var o=parseFloat(a.attr(&quot;x&quot;)||0),s=parseFloat(a.attr(&quot;y&quot;)||0),l=(i.attr(&quot;transform&quot;)||&quot;&quot;).match(I);t=1===e&amp;&amp;1===r?[]:[&quot;translate(&quot;+o+&quot;,&quot;+s+&quot;)&quot;,&quot;scale(&quot;+e+&quot;,&quot;+r+&quot;)&quot;,&quot;translate(&quot;+-o+&quot;,&quot;+-s+&quot;)&quot;],l&amp;&amp;t.push(l),i.attr(&quot;transform&quot;,t.join(&quot; &quot;))}})}},{&quot;../../constants/alignment&quot;:471,&quot;../../constants/interactions&quot;:474,&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../registry&quot;:592,&quot;../../traces/scatter/make_bubble_size_func&quot;:633,&quot;../../traces/scatter/subtypes&quot;:640,&quot;../color&quot;:376,&quot;../colorscale&quot;:388,&quot;./symbol_defs&quot;:398,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],398:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;);e.exports={circle:{n:0,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,0A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,-&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 0,1 &quot;+e+&quot;,0Z&quot;}},square:{n:1,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+e+&quot;Z&quot;}},diamond:{n:2,f:function(t){var e=n.round(1.3*t,2);return&quot;M&quot;+e+&quot;,0L0,&quot;+e+&quot;L-&quot;+e+&quot;,0L0,-&quot;+e+&quot;Z&quot;}},cross:{n:3,f:function(t){var e=n.round(.4*t,2),r=n.round(1.2*t,2);return&quot;M&quot;+r+&quot;,&quot;+e+&quot;H&quot;+e+&quot;V&quot;+r+&quot;H-&quot;+e+&quot;V&quot;+e+&quot;H-&quot;+r+&quot;V-&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+r+&quot;H&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+r+&quot;Z&quot;}},x:{n:4,f:function(t){var e=n.round(.8*t/Math.sqrt(2),2),r=&quot;l&quot;+e+&quot;,&quot;+e,i=&quot;l&quot;+e+&quot;,-&quot;+e,a=&quot;l-&quot;+e+&quot;,-&quot;+e,o=&quot;l-&quot;+e+&quot;,&quot;+e;return&quot;M0,&quot;+e+r+i+a+i+a+o+a+o+r+o+r+&quot;Z&quot;}},&quot;triangle-up&quot;:{n:5,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M-&quot;+e+&quot;,&quot;+n.round(t/2,2)+&quot;H&quot;+e+&quot;L0,-&quot;+n.round(t,2)+&quot;Z&quot;}},&quot;triangle-down&quot;:{n:6,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M-&quot;+e+&quot;,-&quot;+n.round(t/2,2)+&quot;H&quot;+e+&quot;L0,&quot;+n.round(t,2)+&quot;Z&quot;}},&quot;triangle-left&quot;:{n:7,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M&quot;+n.round(t/2,2)+&quot;,-&quot;+e+&quot;V&quot;+e+&quot;L-&quot;+n.round(t,2)+&quot;,0Z&quot;}},&quot;triangle-right&quot;:{n:8,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M-&quot;+n.round(t/2,2)+&quot;,-&quot;+e+&quot;V&quot;+e+&quot;L&quot;+n.round(t,2)+&quot;,0Z&quot;}},&quot;triangle-ne&quot;:{n:9,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M-&quot;+r+&quot;,-&quot;+e+&quot;H&quot;+e+&quot;V&quot;+r+&quot;Z&quot;}},&quot;triangle-se&quot;:{n:10,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M&quot;+e+&quot;,-&quot;+r+&quot;V&quot;+e+&quot;H-&quot;+r+&quot;Z&quot;}},&quot;triangle-sw&quot;:{n:11,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M&quot;+r+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+r+&quot;Z&quot;}},&quot;triangle-nw&quot;:{n:12,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M-&quot;+e+&quot;,&quot;+r+&quot;V-&quot;+e+&quot;H&quot;+r+&quot;Z&quot;}},pentagon:{n:13,f:function(t){var e=n.round(.951*t,2),r=n.round(.588*t,2),i=n.round(-t,2),a=n.round(-.309*t,2);return&quot;M&quot;+e+&quot;,&quot;+a+&quot;L&quot;+r+&quot;,&quot;+n.round(.809*t,2)+&quot;H-&quot;+r+&quot;L-&quot;+e+&quot;,&quot;+a+&quot;L0,&quot;+i+&quot;Z&quot;}},hexagon:{n:14,f:function(t){var e=n.round(t,2),r=n.round(t/2,2),i=n.round(t*Math.sqrt(3)/2,2);return&quot;M&quot;+i+&quot;,-&quot;+r+&quot;V&quot;+r+&quot;L0,&quot;+e+&quot;L-&quot;+i+&quot;,&quot;+r+&quot;V-&quot;+r+&quot;L0,-&quot;+e+&quot;Z&quot;}},hexagon2:{n:15,f:function(t){var e=n.round(t,2),r=n.round(t/2,2),i=n.round(t*Math.sqrt(3)/2,2);return&quot;M-&quot;+r+&quot;,&quot;+i+&quot;H&quot;+r+&quot;L&quot;+e+&quot;,0L&quot;+r+&quot;,-&quot;+i+&quot;H-&quot;+r+&quot;L-&quot;+e+&quot;,0Z&quot;}},octagon:{n:16,f:function(t){var e=n.round(.924*t,2),r=n.round(.383*t,2);return&quot;M-&quot;+r+&quot;,-&quot;+e+&quot;H&quot;+r+&quot;L&quot;+e+&quot;,-&quot;+r+&quot;V&quot;+r+&quot;L&quot;+r+&quot;,&quot;+e+&quot;H-&quot;+r+&quot;L-&quot;+e+&quot;,&quot;+r+&quot;V-&quot;+r+&quot;Z&quot;}},star:{n:17,f:function(t){var e=1.4*t,r=n.round(.225*e,2),i=n.round(.951*e,2),a=n.round(.363*e,2),o=n.round(.588*e,2),s=n.round(-e,2),l=n.round(-.309*e,2),u=n.round(.118*e,2),c=n.round(.809*e,2);return&quot;M&quot;+r+&quot;,&quot;+l+&quot;H&quot;+i+&quot;L&quot;+a+&quot;,&quot;+u+&quot;L&quot;+o+&quot;,&quot;+c+&quot;L0,&quot;+n.round(.382*e,2)+&quot;L-&quot;+o+&quot;,&quot;+c+&quot;L-&quot;+a+&quot;,&quot;+u+&quot;L-&quot;+i+&quot;,&quot;+l+&quot;H-&quot;+r+&quot;L0,&quot;+s+&quot;Z&quot;}},hexagram:{n:18,f:function(t){var e=n.round(.66*t,2),r=n.round(.38*t,2),i=n.round(.76*t,2);return&quot;M-&quot;+i+&quot;,0l-&quot;+r+&quot;,-&quot;+e+&quot;h&quot;+i+&quot;l&quot;+r+&quot;,-&quot;+e+&quot;l&quot;+r+&quot;,&quot;+e+&quot;h&quot;+i+&quot;l-&quot;+r+&quot;,&quot;+e+&quot;l&quot;+r+&quot;,&quot;+e+&quot;h-&quot;+i+&quot;l-&quot;+r+&quot;,&quot;+e+&quot;l-&quot;+r+&quot;,-&quot;+e+&quot;h-&quot;+i+&quot;Z&quot;}},&quot;star-triangle-up&quot;:{n:19,f:function(t){var e=n.round(t*Math.sqrt(3)*.8,2),r=n.round(.8*t,2),i=n.round(1.6*t,2),a=n.round(4*t,2),o=&quot;A &quot;+a+&quot;,&quot;+a+&quot; 0 0 1 &quot;;return&quot;M-&quot;+e+&quot;,&quot;+r+o+e+&quot;,&quot;+r+o+&quot;0,-&quot;+i+o+&quot;-&quot;+e+&quot;,&quot;+r+&quot;Z&quot;}},&quot;star-triangle-down&quot;:{n:20,f:function(t){var e=n.round(t*Math.sqrt(3)*.8,2),r=n.round(.8*t,2),i=n.round(1.6*t,2),a=n.round(4*t,2),o=&quot;A &quot;+a+&quot;,&quot;+a+&quot; 0 0 1 &quot;;return&quot;M&quot;+e+&quot;,-&quot;+r+o+&quot;-&quot;+e+&quot;,-&quot;+r+o+&quot;0,&quot;+i+o+e+&quot;,-&quot;+r+&quot;Z&quot;}},&quot;star-square&quot;:{n:21,f:function(t){var e=n.round(1.1*t,2),r=n.round(2*t,2),i=&quot;A &quot;+r+&quot;,&quot;+r+&quot; 0 0 1 &quot;;return&quot;M-&quot;+e+&quot;,-&quot;+e+i+&quot;-&quot;+e+&quot;,&quot;+e+i+e+&quot;,&quot;+e+i+e+&quot;,-&quot;+e+i+&quot;-&quot;+e+&quot;,-&quot;+e+&quot;Z&quot;}},&quot;star-diamond&quot;:{n:22,f:function(t){var e=n.round(1.4*t,2),r=n.round(1.9*t,2),i=&quot;A &quot;+r+&quot;,&quot;+r+&quot; 0 0 1 &quot;;return&quot;M-&quot;+e+&quot;,0&quot;+i+&quot;0,&quot;+e+i+e+&quot;,0&quot;+i+&quot;0,-&quot;+e+i+&quot;-&quot;+e+&quot;,0Z&quot;}},&quot;diamond-tall&quot;:{n:23,f:function(t){var e=n.round(.7*t,2),r=n.round(1.4*t,2);return&quot;M0,&quot;+r+&quot;L&quot;+e+&quot;,0L0,-&quot;+r+&quot;L-&quot;+e+&quot;,0Z&quot;}},&quot;diamond-wide&quot;:{n:24,f:function(t){var e=n.round(1.4*t,2),r=n.round(.7*t,2);return&quot;M0,&quot;+r+&quot;L&quot;+e+&quot;,0L0,-&quot;+r+&quot;L-&quot;+e+&quot;,0Z&quot;}},hourglass:{n:25,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;L&quot;+e+&quot;,-&quot;+e+&quot;H-&quot;+e+&quot;Z&quot;},noDot:!0},bowtie:{n:26,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;V-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e+&quot;V-&quot;+e+&quot;Z&quot;},noDot:!0},&quot;circle-cross&quot;:{n:27,f:function(t){var e=n.round(t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e+&quot;M&quot;+e+&quot;,0A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,-&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 0,1 &quot;+e+&quot;,0Z&quot;},needLine:!0,noDot:!0},&quot;circle-x&quot;:{n:28,f:function(t){var e=n.round(t,2),r=n.round(t/Math.sqrt(2),2);return&quot;M&quot;+r+&quot;,&quot;+r+&quot;L-&quot;+r+&quot;,-&quot;+r+&quot;M&quot;+r+&quot;,-&quot;+r+&quot;L-&quot;+r+&quot;,&quot;+r+&quot;M&quot;+e+&quot;,0A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,-&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 0,1 &quot;+e+&quot;,0Z&quot;},needLine:!0,noDot:!0},&quot;square-cross&quot;:{n:29,f:function(t){var e=n.round(t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e+&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+e+&quot;Z&quot;},needLine:!0,noDot:!0},&quot;square-x&quot;:{n:30,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;L-&quot;+e+&quot;,-&quot;+e+&quot;M&quot;+e+&quot;,-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e+&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+e+&quot;Z&quot;},needLine:!0,noDot:!0},&quot;diamond-cross&quot;:{n:31,f:function(t){var e=n.round(1.3*t,2);return&quot;M&quot;+e+&quot;,0L0,&quot;+e+&quot;L-&quot;+e+&quot;,0L0,-&quot;+e+&quot;ZM0,-&quot;+e+&quot;V&quot;+e+&quot;M-&quot;+e+&quot;,0H&quot;+e},needLine:!0,noDot:!0},&quot;diamond-x&quot;:{n:32,f:function(t){var e=n.round(1.3*t,2),r=n.round(.65*t,2);return&quot;M&quot;+e+&quot;,0L0,&quot;+e+&quot;L-&quot;+e+&quot;,0L0,-&quot;+e+&quot;ZM-&quot;+r+&quot;,-&quot;+r+&quot;L&quot;+r+&quot;,&quot;+r+&quot;M-&quot;+r+&quot;,&quot;+r+&quot;L&quot;+r+&quot;,-&quot;+r},needLine:!0,noDot:!0},&quot;cross-thin&quot;:{n:33,f:function(t){var e=n.round(1.4*t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;x-thin&quot;:{n:34,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;L-&quot;+e+&quot;,-&quot;+e+&quot;M&quot;+e+&quot;,-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e},needLine:!0,noDot:!0,noFill:!0},asterisk:{n:35,f:function(t){var e=n.round(1.2*t,2),r=n.round(.85*t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e+&quot;M&quot;+r+&quot;,&quot;+r+&quot;L-&quot;+r+&quot;,-&quot;+r+&quot;M&quot;+r+&quot;,-&quot;+r+&quot;L-&quot;+r+&quot;,&quot;+r},needLine:!0,noDot:!0,noFill:!0},hash:{n:36,f:function(t){var e=n.round(t/2,2),r=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+r+&quot;V-&quot;+r+&quot;m-&quot;+r+&quot;,0V&quot;+r+&quot;M&quot;+r+&quot;,&quot;+e+&quot;H-&quot;+r+&quot;m0,-&quot;+r+&quot;H&quot;+r},needLine:!0,noFill:!0},&quot;y-up&quot;:{n:37,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M-&quot;+e+&quot;,&quot;+i+&quot;L0,0M&quot;+e+&quot;,&quot;+i+&quot;L0,0M0,-&quot;+r+&quot;L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;y-down&quot;:{n:38,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M-&quot;+e+&quot;,-&quot;+i+&quot;L0,0M&quot;+e+&quot;,-&quot;+i+&quot;L0,0M0,&quot;+r+&quot;L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;y-left&quot;:{n:39,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M&quot;+i+&quot;,&quot;+e+&quot;L0,0M&quot;+i+&quot;,-&quot;+e+&quot;L0,0M-&quot;+r+&quot;,0L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;y-right&quot;:{n:40,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M-&quot;+i+&quot;,&quot;+e+&quot;L0,0M-&quot;+i+&quot;,-&quot;+e+&quot;L0,0M&quot;+r+&quot;,0L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;line-ew&quot;:{n:41,f:function(t){var e=n.round(1.4*t,2);return&quot;M&quot;+e+&quot;,0H-&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;line-ns&quot;:{n:42,f:function(t){var e=n.round(1.4*t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;line-ne&quot;:{n:43,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;line-nw&quot;:{n:44,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;L-&quot;+e+&quot;,-&quot;+e},needLine:!0,noDot:!0,noFill:!0}}},{d3:81}],399:[function(t,e,r){&quot;use strict&quot;;e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;calc&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;percent&quot;,&quot;constant&quot;,&quot;sqrt&quot;,&quot;data&quot;],editType:&quot;calc&quot;},symmetric:{valType:&quot;boolean&quot;,editType:&quot;calc&quot;},array:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},arrayminus:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},value:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;calc&quot;},valueminus:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;calc&quot;},traceref:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;style&quot;},tracerefminus:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;style&quot;},copy_ystyle:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},copy_zstyle:{valType:&quot;boolean&quot;,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},thickness:{valType:&quot;number&quot;,min:0,dflt:2,editType:&quot;style&quot;},width:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;},editType:&quot;calc&quot;,_deprecated:{opacity:{valType:&quot;number&quot;,editType:&quot;style&quot;}}}},{}],400:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;./compute_error&quot;);function l(t,e,r,i){var l=e[&quot;error_&quot;+i]||{},u=[];if(l.visible&amp;&amp;-1!==[&quot;linear&quot;,&quot;log&quot;].indexOf(r.type)){for(var c=s(l),f=0;f&lt;t.length;f++){var h=t[f],d=h.i;if(void 0===d)d=f;else if(null===d)continue;var p=h[i];if(n(r.c2l(p))){var g=c(p,d);if(n(g[0])&amp;&amp;n(g[1])){var v=h[i+&quot;s&quot;]=p-g[0],m=h[i+&quot;h&quot;]=p+g[1];u.push(v,m)}}}var y=r._id,b=e._extremes[y],x=a.findExtremes(r,u,o.extendFlat({tozero:b.opts.tozero},{padded:!0}));b.min=b.min.concat(x.min),b.max=b.max.concat(x.max)}}e.exports=function(t){for(var e=t.calcdata,r=0;r&lt;e.length;r++){var n=e[r],o=n[0].trace;if(!0===o.visible&amp;&amp;i.traceIs(o,&quot;errorBarsOK&quot;)){var s=a.getFromId(t,o.xaxis),u=a.getFromId(t,o.yaxis);l(n,o,s,&quot;x&quot;),l(n,o,u,&quot;y&quot;)}}}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;./compute_error&quot;:401,&quot;fast-isnumeric&quot;:90}],401:[function(t,e,r){&quot;use strict&quot;;function n(t,e){return&quot;percent&quot;===t?function(t){return Math.abs(t*e/100)}:&quot;constant&quot;===t?function(){return Math.abs(e)}:&quot;sqrt&quot;===t?function(t){return Math.sqrt(Math.abs(t))}:void 0}e.exports=function(t){var e=t.type,r=t.symmetric;if(&quot;data&quot;===e){var i=t.array||[];if(r)return function(t,e){var r=+i[e];return[r,r]};var a=t.arrayminus||[];return function(t,e){var r=+i[e],n=+a[e];return isNaN(r)&amp;&amp;isNaN(n)?[NaN,NaN]:[n||0,r||0]}}var o=n(e,t.value),s=n(e,t.valueminus);return r||void 0===t.valueminus?function(t){var e=o(t);return[e,e]}:function(t){return[s(t),o(t)]}}},{}],402:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../../plot_api/plot_template&quot;),s=t(&quot;./attributes&quot;);e.exports=function(t,e,r,l){var u=&quot;error_&quot;+l.axis,c=o.newContainer(e,u),f=t[u]||{};function h(t,e){return a.coerce(f,c,s,t,e)}if(!1!==h(&quot;visible&quot;,void 0!==f.array||void 0!==f.value||&quot;sqrt&quot;===f.type)){var d=h(&quot;type&quot;,&quot;array&quot;in f?&quot;data&quot;:&quot;percent&quot;),p=!0;&quot;sqrt&quot;!==d&amp;&amp;(p=h(&quot;symmetric&quot;,!((&quot;data&quot;===d?&quot;arrayminus&quot;:&quot;valueminus&quot;)in f))),&quot;data&quot;===d?(h(&quot;array&quot;),h(&quot;traceref&quot;),p||(h(&quot;arrayminus&quot;),h(&quot;tracerefminus&quot;))):&quot;percent&quot;!==d&amp;&amp;&quot;constant&quot;!==d||(h(&quot;value&quot;),p||h(&quot;valueminus&quot;));var g=&quot;copy_&quot;+l.inherit+&quot;style&quot;;if(l.inherit)(e[&quot;error_&quot;+l.inherit]||{}).visible&amp;&amp;h(g,!(f.color||n(f.thickness)||n(f.width)));l.inherit&amp;&amp;c[g]||(h(&quot;color&quot;,r),h(&quot;thickness&quot;),h(&quot;width&quot;,i.traceIs(e,&quot;gl3d&quot;)?0:4))}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592,&quot;./attributes&quot;:399,&quot;fast-isnumeric&quot;:90}],403:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/edit_types&quot;).overrideAll,a=t(&quot;./attributes&quot;),o={error_x:n.extendFlat({},a),error_y:n.extendFlat({},a)};delete o.error_x.copy_zstyle,delete o.error_y.copy_zstyle,delete o.error_y.copy_ystyle;var s={error_x:n.extendFlat({},a),error_y:n.extendFlat({},a),error_z:n.extendFlat({},a)};delete s.error_x.copy_ystyle,delete s.error_y.copy_ystyle,delete s.error_z.copy_ystyle,delete s.error_z.copy_zstyle,e.exports={moduleType:&quot;component&quot;,name:&quot;errorbars&quot;,schema:{traces:{scatter:o,bar:o,histogram:o,scatter3d:i(s,&quot;calc&quot;,&quot;nested&quot;),scattergl:i(o,&quot;calc&quot;,&quot;nested&quot;)}},supplyDefaults:t(&quot;./defaults&quot;),calc:t(&quot;./calc&quot;),makeComputeError:t(&quot;./compute_error&quot;),plot:t(&quot;./plot&quot;),style:t(&quot;./style&quot;),hoverInfo:function(t,e,r){(e.error_y||{}).visible&amp;&amp;(r.yerr=t.yh-t.y,e.error_y.symmetric||(r.yerrneg=t.y-t.ys));(e.error_x||{}).visible&amp;&amp;(r.xerr=t.xh-t.x,e.error_x.symmetric||(r.xerrneg=t.x-t.xs))}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/edit_types&quot;:524,&quot;./attributes&quot;:399,&quot;./calc&quot;:400,&quot;./compute_error&quot;:401,&quot;./defaults&quot;:402,&quot;./plot&quot;:404,&quot;./style&quot;:405}],404:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../drawing&quot;),o=t(&quot;../../traces/scatter/subtypes&quot;);e.exports=function(t,e,r,s){var l=r.xaxis,u=r.yaxis,c=s&amp;&amp;s.duration&gt;0;e.each(function(e){var f,h=e[0].trace,d=h.error_x||{},p=h.error_y||{};h.ids&amp;&amp;(f=function(t){return t.id});var g=o.hasMarkers(h)&amp;&amp;h.marker.maxdisplayed&gt;0;p.visible||d.visible||(e=[]);var v=n.select(this).selectAll(&quot;g.errorbar&quot;).data(e,f);if(v.exit().remove(),e.length){d.visible||v.selectAll(&quot;path.xerror&quot;).remove(),p.visible||v.selectAll(&quot;path.yerror&quot;).remove(),v.style(&quot;opacity&quot;,1);var m=v.enter().append(&quot;g&quot;).classed(&quot;errorbar&quot;,!0);c&amp;&amp;m.style(&quot;opacity&quot;,0).transition().duration(s.duration).style(&quot;opacity&quot;,1),a.setClipUrl(v,r.layerClipId,t),v.each(function(t){var e=n.select(this),r=function(t,e,r){var n={x:e.c2p(t.x),y:r.c2p(t.y)};void 0!==t.yh&amp;&amp;(n.yh=r.c2p(t.yh),n.ys=r.c2p(t.ys),i(n.ys)||(n.noYS=!0,n.ys=r.c2p(t.ys,!0)));void 0!==t.xh&amp;&amp;(n.xh=e.c2p(t.xh),n.xs=e.c2p(t.xs),i(n.xs)||(n.noXS=!0,n.xs=e.c2p(t.xs,!0)));return n}(t,l,u);if(!g||t.vis){var a,o=e.select(&quot;path.yerror&quot;);if(p.visible&amp;&amp;i(r.x)&amp;&amp;i(r.yh)&amp;&amp;i(r.ys)){var f=p.width;a=&quot;M&quot;+(r.x-f)+&quot;,&quot;+r.yh+&quot;h&quot;+2*f+&quot;m-&quot;+f+&quot;,0V&quot;+r.ys,r.noYS||(a+=&quot;m-&quot;+f+&quot;,0h&quot;+2*f),!o.size()?o=e.append(&quot;path&quot;).style(&quot;vector-effect&quot;,&quot;non-scaling-stroke&quot;).classed(&quot;yerror&quot;,!0):c&amp;&amp;(o=o.transition().duration(s.duration).ease(s.easing)),o.attr(&quot;d&quot;,a)}else o.remove();var h=e.select(&quot;path.xerror&quot;);if(d.visible&amp;&amp;i(r.y)&amp;&amp;i(r.xh)&amp;&amp;i(r.xs)){var v=(d.copy_ystyle?p:d).width;a=&quot;M&quot;+r.xh+&quot;,&quot;+(r.y-v)+&quot;v&quot;+2*v+&quot;m0,-&quot;+v+&quot;H&quot;+r.xs,r.noXS||(a+=&quot;m0,-&quot;+v+&quot;v&quot;+2*v),!h.size()?h=e.append(&quot;path&quot;).style(&quot;vector-effect&quot;,&quot;non-scaling-stroke&quot;).classed(&quot;xerror&quot;,!0):c&amp;&amp;(h=h.transition().duration(s.duration).ease(s.easing)),h.attr(&quot;d&quot;,a)}else h.remove()}})}})}},{&quot;../../traces/scatter/subtypes&quot;:640,&quot;../drawing&quot;:397,d3:81,&quot;fast-isnumeric&quot;:90}],405:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;);e.exports=function(t){t.each(function(t){var e=t[0].trace,r=e.error_y||{},a=e.error_x||{},o=n.select(this);o.selectAll(&quot;path.yerror&quot;).style(&quot;stroke-width&quot;,r.thickness+&quot;px&quot;).call(i.stroke,r.color),a.copy_ystyle&amp;&amp;(a=r),o.selectAll(&quot;path.xerror&quot;).style(&quot;stroke-width&quot;,a.thickness+&quot;px&quot;).call(i.stroke,a.color)})}},{&quot;../color&quot;:376,d3:81}],406:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;);e.exports={hoverlabel:{bgcolor:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;none&quot;},bordercolor:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;none&quot;},font:n({arrayOk:!0,editType:&quot;none&quot;}),namelength:{valType:&quot;integer&quot;,min:-1,arrayOk:!0,editType:&quot;none&quot;},editType:&quot;calc&quot;}}},{&quot;../../plots/font_attributes&quot;:567}],407:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;);function a(t,e,r,i){i=i||n.identity,Array.isArray(t)&amp;&amp;(e[0][r]=i(t))}e.exports=function(t){var e=t.calcdata,r=t._fullLayout;function o(t){return function(e){return n.coerceHoverinfo({hoverinfo:e},{_module:t._module},r)}}for(var s=0;s&lt;e.length;s++){var l=e[s],u=l[0].trace;if(!i.traceIs(u,&quot;pie&quot;)){var c=i.traceIs(u,&quot;2dMap&quot;)?a:n.fillArray;c(u.hoverinfo,l,&quot;hi&quot;,o(u)),u.hovertemplate&amp;&amp;c(u.hovertemplate,l,&quot;ht&quot;),u.hoverlabel&amp;&amp;(c(u.hoverlabel.bgcolor,l,&quot;hbg&quot;),c(u.hoverlabel.bordercolor,l,&quot;hbc&quot;),c(u.hoverlabel.font.size,l,&quot;hts&quot;),c(u.hoverlabel.font.color,l,&quot;htc&quot;),c(u.hoverlabel.font.family,l,&quot;htf&quot;),c(u.hoverlabel.namelength,l,&quot;hnl&quot;))}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],408:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./hover&quot;).hover;e.exports=function(t,e,r){var a=n.getComponentMethod(&quot;annotations&quot;,&quot;onClick&quot;)(t,t._hoverdata);function o(){t.emit(&quot;plotly_click&quot;,{points:t._hoverdata,event:e})}void 0!==r&amp;&amp;i(t,e,r,!0),t._hoverdata&amp;&amp;e&amp;&amp;e.target&amp;&amp;(a&amp;&amp;a.then?a.then(o):o(),e.stopImmediatePropagation&amp;&amp;e.stopImmediatePropagation())}},{&quot;../../registry&quot;:592,&quot;./hover&quot;:412}],409:[function(t,e,r){&quot;use strict&quot;;e.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:&quot;Arial, sans-serif&quot;,HOVERMINTIME:50,HOVERID:&quot;-hover&quot;}},{}],410:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./attributes&quot;),a=t(&quot;./hoverlabel_defaults&quot;);e.exports=function(t,e,r,o){a(t,e,function(r,a){return n.coerce(t,e,i,r,a)},o.hoverlabel)}},{&quot;../../lib&quot;:495,&quot;./attributes&quot;:406,&quot;./hoverlabel_defaults&quot;:413}],411:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);r.getSubplot=function(t){return t.subplot||t.xaxis+t.yaxis||t.geo},r.isTraceInSubplots=function(t,e){if(&quot;splom&quot;===t.type){for(var n=t.xaxes||[],i=t.yaxes||[],a=0;a&lt;n.length;a++)for(var o=0;o&lt;i.length;o++)if(-1!==e.indexOf(n[a]+i[o]))return!0;return!1}return-1!==e.indexOf(r.getSubplot(t))},r.flat=function(t,e){for(var r=new Array(t.length),n=0;n&lt;t.length;n++)r[n]=e;return r},r.p2c=function(t,e){for(var r=new Array(t.length),n=0;n&lt;t.length;n++)r[n]=t[n].p2c(e);return r},r.getDistanceFunction=function(t,e,n,i){return&quot;closest&quot;===t?i||r.quadrature(e,n):&quot;x&quot;===t?e:n},r.getClosest=function(t,e,r){if(!1!==r.index)r.index&gt;=0&amp;&amp;r.index&lt;t.length?r.distance=0:r.index=!1;else for(var n=0;n&lt;t.length;n++){var i=e(t[n]);i&lt;=r.distance&amp;&amp;(r.index=n,r.distance=i)}return r},r.inbox=function(t,e,r){return t*e&lt;0||0===t?r:1/0},r.quadrature=function(t,e){return function(r){var n=t(r),i=e(r);return Math.sqrt(n*n+i*i)}},r.makeEventData=function(t,e,n){var i=&quot;index&quot;in t?t.index:t.pointNumber,a={data:e._input,fullData:e,curveNumber:e.index,pointNumber:i};if(e._indexToPoints){var o=e._indexToPoints[i];1===o.length?a.pointIndex=o[0]:a.pointIndices=o}else a.pointIndex=i;return e._module.eventData?a=e._module.eventData(a,t,e,n,i):(&quot;xVal&quot;in t?a.x=t.xVal:&quot;x&quot;in t&amp;&amp;(a.x=t.x),&quot;yVal&quot;in t?a.y=t.yVal:&quot;y&quot;in t&amp;&amp;(a.y=t.y),t.xa&amp;&amp;(a.xaxis=t.xa),t.ya&amp;&amp;(a.yaxis=t.ya),void 0!==t.zLabelVal&amp;&amp;(a.z=t.zLabelVal)),r.appendArrayPointValue(a,e,i),a},r.appendArrayPointValue=function(t,e,r){var i=e._arrayAttrs;if(i)for(var s=0;s&lt;i.length;s++){var l=i[s],u=a(l);if(void 0===t[u]){var c=o(n.nestedProperty(e,l).get(),r);void 0!==c&amp;&amp;(t[u]=c)}}},r.appendArrayMultiPointValues=function(t,e,r){var i=e._arrayAttrs;if(i)for(var s=0;s&lt;i.length;s++){var l=i[s],u=a(l);if(void 0===t[u]){for(var c=n.nestedProperty(e,l).get(),f=new Array(r.length),h=0;h&lt;r.length;h++)f[h]=o(c,r[h]);t[u]=f}}};var i={ids:&quot;id&quot;,locations:&quot;location&quot;,labels:&quot;label&quot;,values:&quot;value&quot;,&quot;marker.colors&quot;:&quot;color&quot;,parents:&quot;parent&quot;};function a(t){return i[t]||t}function o(t,e){return Array.isArray(e)?Array.isArray(t)&amp;&amp;Array.isArray(t[e[0]])?t[e[0]][e[1]]:void 0:t[e]}},{&quot;../../lib&quot;:495}],412:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;tinycolor2&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../lib/events&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../lib/override_cursor&quot;),c=t(&quot;../drawing&quot;),f=t(&quot;../color&quot;),h=t(&quot;../dragelement&quot;),d=t(&quot;../../plots/cartesian/axes&quot;),p=t(&quot;../../registry&quot;),g=t(&quot;./helpers&quot;),v=t(&quot;./constants&quot;),m=v.YANGLE,y=Math.PI*m/180,b=1/Math.sin(y),x=Math.cos(y),_=Math.sin(y),w=v.HOVERARROWSIZE,A=v.HOVERTEXTPAD;r.hover=function(t,e,r,a){t=o.getGraphDiv(t),o.throttle(t._fullLayout._uid+v.HOVERID,v.HOVERMINTIME,function(){!function(t,e,r,a){r||(r=&quot;xy&quot;);var l=Array.isArray(r)?r:[r],c=t._fullLayout,v=c._plots||[],m=v[r],y=c._has(&quot;cartesian&quot;);if(m){var x=m.overlays.map(function(t){return t.id});l=l.concat(x)}for(var _=l.length,w=new Array(_),A=new Array(_),M=!1,C=0;C&lt;_;C++){var O=l[C],R=v[O];if(R)M=!0,w[C]=d.getFromId(t,R.xaxis._id),A[C]=d.getFromId(t,R.yaxis._id);else{var P=c[O]._subplot;w[C]=P.xaxis,A[C]=P.yaxis}}var z=e.hovermode||c.hovermode;z&amp;&amp;!M&amp;&amp;(z=&quot;closest&quot;);if(-1===[&quot;x&quot;,&quot;y&quot;,&quot;closest&quot;].indexOf(z)||!t.calcdata||t.querySelector(&quot;.zoombox&quot;)||t._dragging)return h.unhoverRaw(t,e);var I,N,D,F,j,B,U,V,H,q,G,X,W,Y=-1===c.hoverdistance?1/0:c.hoverdistance,Z=-1===c.spikedistance?1/0:c.spikedistance,Q=[],$=[],J={hLinePoint:null,vLinePoint:null},K=!1;if(Array.isArray(e))for(z=&quot;array&quot;,D=0;D&lt;e.length;D++)(j=t.calcdata[e[D].curveNumber||0])&amp;&amp;(B=j[0].trace,&quot;skip&quot;!==j[0].trace.hoverinfo&amp;&amp;($.push(j),&quot;h&quot;===B.orientation&amp;&amp;(K=!0)));else{for(F=0;F&lt;t.calcdata.length;F++)j=t.calcdata[F],&quot;skip&quot;!==(B=j[0].trace).hoverinfo&amp;&amp;g.isTraceInSubplots(B,l)&amp;&amp;($.push(j),&quot;h&quot;===B.orientation&amp;&amp;(K=!0));var tt,et,rt=!e.target;if(rt)tt=&quot;xpx&quot;in e?e.xpx:w[0]._length/2,et=&quot;ypx&quot;in e?e.ypx:A[0]._length/2;else{if(!1===s.triggerHandler(t,&quot;plotly_beforehover&quot;,e))return;var nt=e.target.getBoundingClientRect();if(tt=e.clientX-nt.left,et=e.clientY-nt.top,tt&lt;0||tt&gt;w[0]._length||et&lt;0||et&gt;A[0]._length)return h.unhoverRaw(t,e)}if(e.pointerX=tt+w[0]._offset,e.pointerY=et+A[0]._offset,I=&quot;xval&quot;in e?g.flat(l,e.xval):g.p2c(w,tt),N=&quot;yval&quot;in e?g.flat(l,e.yval):g.p2c(A,et),!i(I[0])||!i(N[0]))return o.warn(&quot;Fx.hover failed&quot;,e,t),h.unhoverRaw(t,e)}var it=1/0;for(F=0;F&lt;$.length;F++)if((j=$[F])&amp;&amp;j[0]&amp;&amp;j[0].trace&amp;&amp;!0===j[0].trace.visible&amp;&amp;(B=j[0].trace,-1===[&quot;carpet&quot;,&quot;contourcarpet&quot;].indexOf(B._module.name))){if(&quot;splom&quot;===B.type?U=l[V=0]:(U=g.getSubplot(B),V=l.indexOf(U)),H=z,X={cd:j,trace:B,xa:w[V],ya:A[V],maxHoverDistance:Y,maxSpikeDistance:Z,index:!1,distance:Math.min(it,Y),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:f.defaultLine,name:B.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},c[U]&amp;&amp;(X.subplot=c[U]._subplot),c._splomScenes&amp;&amp;c._splomScenes[B.uid]&amp;&amp;(X.scene=c._splomScenes[B.uid]),W=Q.length,&quot;array&quot;===H){var at=e[F];&quot;pointNumber&quot;in at?(X.index=at.pointNumber,H=&quot;closest&quot;):(H=&quot;&quot;,&quot;xval&quot;in at&amp;&amp;(q=at.xval,H=&quot;x&quot;),&quot;yval&quot;in at&amp;&amp;(G=at.yval,H=H?&quot;closest&quot;:&quot;y&quot;))}else q=I[V],G=N[V];if(0!==Y)if(B._module&amp;&amp;B._module.hoverPoints){var ot=B._module.hoverPoints(X,q,G,H,c._hoverlayer);if(ot)for(var st,lt=0;lt&lt;ot.length;lt++)st=ot[lt],i(st.x0)&amp;&amp;i(st.y0)&amp;&amp;Q.push(E(st,z))}else o.log(&quot;Unrecognized trace type in hover:&quot;,B);if(&quot;closest&quot;===z&amp;&amp;Q.length&gt;W&amp;&amp;(Q.splice(0,W),it=Q[0].distance),y&amp;&amp;0!==Z&amp;&amp;0===Q.length){X.distance=Z,X.index=!1;var ut=B._module.hoverPoints(X,q,G,&quot;closest&quot;,c._hoverlayer);if(ut&amp;&amp;(ut=ut.filter(function(t){return t.spikeDistance&lt;=Z})),ut&amp;&amp;ut.length){var ct,ft=ut.filter(function(t){return t.xa.showspikes});if(ft.length){var ht=ft[0];i(ht.x0)&amp;&amp;i(ht.y0)&amp;&amp;(ct=vt(ht),(!J.vLinePoint||J.vLinePoint.spikeDistance&gt;ct.spikeDistance)&amp;&amp;(J.vLinePoint=ct))}var dt=ut.filter(function(t){return t.ya.showspikes});if(dt.length){var pt=dt[0];i(pt.x0)&amp;&amp;i(pt.y0)&amp;&amp;(ct=vt(pt),(!J.hLinePoint||J.hLinePoint.spikeDistance&gt;ct.spikeDistance)&amp;&amp;(J.hLinePoint=ct))}}}}function gt(t,e){for(var r,n=null,i=1/0,a=0;a&lt;t.length;a++)(r=t[a].spikeDistance)&lt;i&amp;&amp;r&lt;=e&amp;&amp;(n=t[a],i=r);return n}function vt(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}var mt={fullLayout:c,container:c._hoverlayer,outerContainer:c._paperdiv,event:e},yt=t._spikepoints,bt={vLinePoint:J.vLinePoint,hLinePoint:J.hLinePoint};if(t._spikepoints=bt,y&amp;&amp;0!==Z&amp;&amp;0!==Q.length){var xt=Q.filter(function(t){return t.ya.showspikes}),_t=gt(xt,Z);J.hLinePoint=vt(_t);var wt=Q.filter(function(t){return t.xa.showspikes}),At=gt(wt,Z);J.vLinePoint=vt(At)}if(0===Q.length){var Mt=h.unhoverRaw(t,e);return!y||null===J.hLinePoint&amp;&amp;null===J.vLinePoint||S(yt)&amp;&amp;L(J,mt),Mt}y&amp;&amp;S(yt)&amp;&amp;L(J,mt);Q.sort(function(t,e){return t.distance-e.distance});var Tt=t._hoverdata,kt=[];for(D=0;D&lt;Q.length;D++){var Et=Q[D],Lt=g.makeEventData(Et,Et.trace,Et.cd);if(!1!==Et.hovertemplate){var St=!1;Et.cd[Et.index]&amp;&amp;Et.cd[Et.index].ht&amp;&amp;(St=Et.cd[Et.index].ht),Et.hovertemplate=St||Et.trace.hovertemplate||!1}Et.eventData=[Lt],kt.push(Lt)}t._hoverdata=kt;var Ct=&quot;y&quot;===z&amp;&amp;($.length&gt;1||Q.length&gt;1)||&quot;closest&quot;===z&amp;&amp;K&amp;&amp;Q.length&gt;1,Ot=f.combine(c.plot_bgcolor||f.background,c.paper_bgcolor),Rt={hovermode:z,rotateLabels:Ct,bgColor:Ot,container:c._hoverlayer,outerContainer:c._paperdiv,commonLabelOpts:c.hoverlabel,hoverdistance:c.hoverdistance},Pt=T(Q,Rt,t);if(function(t,e,r){var n,i,a,o,s,l,u,c=0,f=1,h=t.size(),d=new Array(h);function p(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&gt;.01){for(s=t.length-1;s&gt;=0;s--)t[s].dp+=i;n=!1}if(!(a&lt;.01)){if(i&lt;-.01){for(s=t.length-1;s&gt;=0;s--)t[s].dp-=a;n=!1}if(n){var u=0;for(o=0;o&lt;t.length;o++)(l=t[o]).pos+l.dp+l.size&gt;e.pmax&amp;&amp;u++;for(o=t.length-1;o&gt;=0&amp;&amp;!(u&lt;=0);o--)(l=t[o]).pos&gt;e.pmax-1&amp;&amp;(l.del=!0,u--);for(o=0;o&lt;t.length&amp;&amp;!(u&lt;=0);o++)if((l=t[o]).pos&lt;e.pmin+1)for(l.del=!0,u--,a=2*l.size,s=t.length-1;s&gt;=0;s--)t[s].dp-=a;for(o=t.length-1;o&gt;=0&amp;&amp;!(u&lt;=0);o--)(l=t[o]).pos+l.dp+l.size&gt;e.pmax&amp;&amp;(l.del=!0,u--)}}}for(t.each(function(t,n){var i=t[e],a=&quot;x&quot;===i._id.charAt(0),o=i.range;!n&amp;&amp;o&amp;&amp;o[0]&gt;o[1]!==a&amp;&amp;(f=-1),d[n]=[{datum:t,i:n,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(a?b:1)/2,pmin:0,pmax:a?r.width:r.height}]}),d.sort(function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)});!n&amp;&amp;c&lt;=h;){for(c++,n=!0,o=0;o&lt;d.length-1;){var g=d[o],v=d[o+1],m=g[g.length-1],y=v[0];if((i=m.pos+m.dp+m.size-y.pos-y.dp+y.size)&gt;.01&amp;&amp;m.pmin===y.pmin&amp;&amp;m.pmax===y.pmax){for(s=v.length-1;s&gt;=0;s--)v[s].dp+=i;for(g.push.apply(g,v),d.splice(o+1,1),u=0,s=g.length-1;s&gt;=0;s--)u+=g[s].dp;for(a=u/g.length,s=g.length-1;s&gt;=0;s--)g[s].dp-=a;n=!1}else o++}d.forEach(p)}for(o=d.length-1;o&gt;=0;o--){var x=d[o];for(s=x.length-1;s&gt;=0;s--){var _=x[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Pt,Ct?&quot;xa&quot;:&quot;ya&quot;,c),k(Pt,Ct),e.target&amp;&amp;e.target.tagName){var zt=p.getComponentMethod(&quot;annotations&quot;,&quot;hasClickToShow&quot;)(t,kt);u(n.select(e.target),zt?&quot;pointer&quot;:&quot;&quot;)}if(!e.target||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n&gt;=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,Tt))return;Tt&amp;&amp;t.emit(&quot;plotly_unhover&quot;,{event:e,points:Tt});t.emit(&quot;plotly_hover&quot;,{event:e,points:t._hoverdata,xaxes:w,yaxes:A,xvals:I,yvals:N})}(t,e,r,a)})},r.loneHover=function(t,e){var r={color:t.color||f.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,trace:t.trace||{index:0,hoverinfo:&quot;&quot;},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1},i=n.select(e.container),a=e.outerContainer?n.select(e.outerContainer):i,o={hovermode:&quot;closest&quot;,rotateLabels:!1,bgColor:e.bgColor||f.background,container:i,outerContainer:a},s=T([r],o,e.gd);return k(s,o.rotateLabels),s.node()},r.multiHovers=function(t,e){Array.isArray(t)||(t=[t]);var r=t.map(function(t){return{color:t.color||f.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,trace:t.trace||{index:0,hoverinfo:&quot;&quot;},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1}}),i=n.select(e.container),a=e.outerContainer?n.select(e.outerContainer):i,o={hovermode:&quot;closest&quot;,rotateLabels:!1,bgColor:e.bgColor||f.background,container:i,outerContainer:a},s=T(r,o,e.gd),l=0;return s.sort(function(t,e){return t.y0-e.y0}).each(function(t){var e=t.y0-t.by/2;t.offset=e-5&lt;l?l-e+5:0,l=e+t.by+t.offset}),k(s,o.rotateLabels),s.node()};var M=/&lt;extra&gt;([\\s\\S]*)&lt;\\/extra&gt;/;function T(t,e,r){var i=r._fullLayout,a=e.hovermode,s=e.rotateLabels,u=e.bgColor,h=e.container,d=e.outerContainer,p=e.commonLabelOpts||{},g=e.fontFamily||v.HOVERFONT,y=e.fontSize||v.HOVERFONTSIZE,b=t[0],x=b.xa,_=b.ya,T=&quot;y&quot;===a?&quot;yLabel&quot;:&quot;xLabel&quot;,k=b[T],E=(String(k)||&quot;&quot;).split(&quot; &quot;)[0],L=d.node().getBoundingClientRect(),S=L.top,C=L.width,O=L.height,R=void 0!==k&amp;&amp;b.distance&lt;=e.hoverdistance&amp;&amp;(&quot;x&quot;===a||&quot;y&quot;===a);if(R){var P,z,I=!0;for(P=0;P&lt;t.length;P++)if(I&amp;&amp;void 0===t[P].zLabel&amp;&amp;(I=!1),z=t[P].hoverinfo||t[P].trace.hoverinfo){var N=Array.isArray(z)?z:z.split(&quot;+&quot;);if(-1===N.indexOf(&quot;all&quot;)&amp;&amp;-1===N.indexOf(a)){R=!1;break}}I&amp;&amp;(R=!1)}var D=h.selectAll(&quot;g.axistext&quot;).data(R?[0]:[]);D.enter().append(&quot;g&quot;).classed(&quot;axistext&quot;,!0),D.exit().remove(),D.each(function(){var e=n.select(this),i=o.ensureSingle(e,&quot;path&quot;,&quot;&quot;,function(t){t.style({&quot;stroke-width&quot;:&quot;1px&quot;})}),s=o.ensureSingle(e,&quot;text&quot;,&quot;&quot;,function(t){t.attr(&quot;data-notex&quot;,1)}),u=p.bgcolor||f.defaultLine,h=p.bordercolor||f.contrast(u),d=f.contrast(u);i.style({fill:u,stroke:h}),s.text(k).call(c.font,p.font.family||g,p.font.size||y,p.font.color||d).call(l.positionText,0,0).call(l.convertToTspans,r),e.attr(&quot;transform&quot;,&quot;&quot;);var v=s.node().getBoundingClientRect();if(&quot;x&quot;===a){s.attr(&quot;text-anchor&quot;,&quot;middle&quot;).call(l.positionText,0,&quot;top&quot;===x.side?S-v.bottom-w-A:S-v.top+w+A);var m=&quot;top&quot;===x.side?&quot;-&quot;:&quot;&quot;;i.attr(&quot;d&quot;,&quot;M0,0L&quot;+w+&quot;,&quot;+m+w+&quot;H&quot;+(A+v.width/2)+&quot;v&quot;+m+(2*A+v.height)+&quot;H-&quot;+(A+v.width/2)+&quot;V&quot;+m+w+&quot;H-&quot;+w+&quot;Z&quot;),e.attr(&quot;transform&quot;,&quot;translate(&quot;+(x._offset+(b.x0+b.x1)/2)+&quot;,&quot;+(_._offset+(&quot;top&quot;===x.side?0:_._length))+&quot;)&quot;)}else{s.attr(&quot;text-anchor&quot;,&quot;right&quot;===_.side?&quot;start&quot;:&quot;end&quot;).call(l.positionText,(&quot;right&quot;===_.side?1:-1)*(A+w),S-v.top-v.height/2);var M=&quot;right&quot;===_.side?&quot;&quot;:&quot;-&quot;;i.attr(&quot;d&quot;,&quot;M0,0L&quot;+M+w+&quot;,&quot;+w+&quot;V&quot;+(A+v.height/2)+&quot;h&quot;+M+(2*A+v.width)+&quot;V-&quot;+(A+v.height/2)+&quot;H&quot;+M+w+&quot;V-&quot;+w+&quot;Z&quot;),e.attr(&quot;transform&quot;,&quot;translate(&quot;+(x._offset+(&quot;right&quot;===_.side?x._length:0))+&quot;,&quot;+(_._offset+(b.y0+b.y1)/2)+&quot;)&quot;)}t=t.filter(function(t){return void 0!==t.zLabelVal||(t[T]||&quot;&quot;).split(&quot; &quot;)[0]===E})});var F=h.selectAll(&quot;g.hovertext&quot;).data(t,function(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa,t.ya||&quot;&quot;].join(&quot;,&quot;)});return F.enter().append(&quot;g&quot;).classed(&quot;hovertext&quot;,!0).each(function(){var t=n.select(this);t.append(&quot;rect&quot;).call(f.fill,f.addOpacity(u,.8)),t.append(&quot;text&quot;).classed(&quot;name&quot;,!0),t.append(&quot;path&quot;).style(&quot;stroke-width&quot;,&quot;1px&quot;),t.append(&quot;text&quot;).classed(&quot;nums&quot;,!0).call(c.font,g,y)}),F.exit().remove(),F.each(function(t){var e=n.select(this).attr(&quot;transform&quot;,&quot;&quot;),h=&quot;&quot;,d=&quot;&quot;,p=t.bgcolor||t.color,v=f.combine(f.opacity(p)?p:f.defaultLine,u),b=f.combine(f.opacity(t.color)?t.color:f.defaultLine,u),x=t.borderColor||f.contrast(v);void 0!==t.nameOverride&amp;&amp;(t.name=t.nameOverride),t.name&amp;&amp;(i.meta&amp;&amp;(t.name=o.templateString(t.name,{meta:i.meta})),h=l.plainText(t.name||&quot;&quot;,{len:t.nameLength,allowedTags:[&quot;br&quot;,&quot;sub&quot;,&quot;sup&quot;,&quot;b&quot;,&quot;i&quot;,&quot;em&quot;]})),void 0!==t.zLabel?(void 0!==t.xLabel&amp;&amp;(d+=&quot;x: &quot;+t.xLabel+&quot;&lt;br&gt;&quot;),void 0!==t.yLabel&amp;&amp;(d+=&quot;y: &quot;+t.yLabel+&quot;&lt;br&gt;&quot;),d+=(d?&quot;z: &quot;:&quot;&quot;)+t.zLabel):R&amp;&amp;t[a+&quot;Label&quot;]===k?d=t[(&quot;x&quot;===a?&quot;y&quot;:&quot;x&quot;)+&quot;Label&quot;]||&quot;&quot;:void 0===t.xLabel?void 0!==t.yLabel&amp;&amp;&quot;scattercarpet&quot;!==t.trace.type&amp;&amp;(d=t.yLabel):d=void 0===t.yLabel?t.xLabel:&quot;(&quot;+t.xLabel+&quot;, &quot;+t.yLabel+&quot;)&quot;,!t.text&amp;&amp;0!==t.text||Array.isArray(t.text)||(d+=(d?&quot;&lt;br&gt;&quot;:&quot;&quot;)+t.text),void 0!==t.extraText&amp;&amp;(d+=(d?&quot;&lt;br&gt;&quot;:&quot;&quot;)+t.extraText),&quot;&quot;!==d||t.hovertemplate||(&quot;&quot;===h&amp;&amp;e.remove(),d=h);var _=r._fullLayout._d3locale,T=t.hovertemplate||!1,E=t.hovertemplateLabels||t,L=t.eventData[0]||{};T&amp;&amp;(d=(d=o.hovertemplateString(T,E,_,L,{meta:i.meta})).replace(M,function(t,e){return h=e,&quot;&quot;}));var P=e.select(&quot;text.nums&quot;).call(c.font,t.fontFamily||g,t.fontSize||y,t.fontColor||x).text(d).attr(&quot;data-notex&quot;,1).call(l.positionText,0,0).call(l.convertToTspans,r),z=e.select(&quot;text.name&quot;),I=0,N=0;if(h&amp;&amp;h!==d){z.call(c.font,t.fontFamily||g,t.fontSize||y,b).text(h).attr(&quot;data-notex&quot;,1).call(l.positionText,0,0).call(l.convertToTspans,r);var D=z.node().getBoundingClientRect();I=D.width+2*A,N=D.height+2*A}else z.remove(),e.select(&quot;rect&quot;).remove();e.select(&quot;path&quot;).style({fill:v,stroke:x});var F,j,B=P.node().getBoundingClientRect(),U=t.xa._offset+(t.x0+t.x1)/2,V=t.ya._offset+(t.y0+t.y1)/2,H=Math.abs(t.x1-t.x0),q=Math.abs(t.y1-t.y0),G=B.width+w+A+I;if(t.ty0=S-B.top,t.bx=B.width+2*A,t.by=Math.max(B.height+2*A,N),t.anchor=&quot;start&quot;,t.txwidth=B.width,t.tx2width=I,t.offset=0,s)t.pos=U,F=V+q/2+G&lt;=O,j=V-q/2-G&gt;=0,&quot;top&quot;!==t.idealAlign&amp;&amp;F||!j?F?(V+=q/2,t.anchor=&quot;start&quot;):t.anchor=&quot;middle&quot;:(V-=q/2,t.anchor=&quot;end&quot;);else if(t.pos=V,F=U+H/2+G&lt;=C,j=U-H/2-G&gt;=0,&quot;left&quot;!==t.idealAlign&amp;&amp;F||!j)if(F)U+=H/2,t.anchor=&quot;start&quot;;else{t.anchor=&quot;middle&quot;;var X=G/2,W=U+X-C,Y=U-X;W&gt;0&amp;&amp;(U-=W),Y&lt;0&amp;&amp;(U+=-Y)}else U-=H/2,t.anchor=&quot;end&quot;;P.attr(&quot;text-anchor&quot;,t.anchor),I&amp;&amp;z.attr(&quot;text-anchor&quot;,t.anchor),e.attr(&quot;transform&quot;,&quot;translate(&quot;+U+&quot;,&quot;+V+&quot;)&quot;+(s?&quot;rotate(&quot;+m+&quot;)&quot;:&quot;&quot;))}),F}function k(t,e){t.each(function(t){var r=n.select(this);if(t.del)r.remove();else{var i=&quot;end&quot;===t.anchor?-1:1,a=r.select(&quot;text.nums&quot;),o={start:1,end:-1,middle:0}[t.anchor],s=o*(w+A),u=s+o*(t.txwidth+A),f=0,h=t.offset;&quot;middle&quot;===t.anchor&amp;&amp;(s-=t.tx2width/2,u+=t.txwidth/2+A),e&amp;&amp;(h*=-_,f=t.offset*x),r.select(&quot;path&quot;).attr(&quot;d&quot;,&quot;middle&quot;===t.anchor?&quot;M-&quot;+(t.bx/2+t.tx2width/2)+&quot;,&quot;+(h-t.by/2)+&quot;h&quot;+t.bx+&quot;v&quot;+t.by+&quot;h-&quot;+t.bx+&quot;Z&quot;:&quot;M0,0L&quot;+(i*w+f)+&quot;,&quot;+(w+h)+&quot;v&quot;+(t.by/2-w)+&quot;h&quot;+i*t.bx+&quot;v-&quot;+t.by+&quot;H&quot;+(i*w+f)+&quot;V&quot;+(h-w)+&quot;Z&quot;),a.call(l.positionText,s+f,h+t.ty0-t.by/2+A),t.tx2width&amp;&amp;(r.select(&quot;text.name&quot;).call(l.positionText,u+o*A+f,h+t.ty0-t.by/2+A),r.select(&quot;rect&quot;).call(c.setRect,u+(o-1)*t.tx2width/2+f,h-t.by/2-1,t.tx2width,t.by+2))}})}function E(t,e){var r=t.index,n=t.trace||{},i=t.cd[0],a=t.cd[r]||{},s=Array.isArray(r)?function(t,e){return o.castOption(i,r,t)||o.extractOption({},n,&quot;&quot;,e)}:function(t,e){return o.extractOption(a,n,t,e)};function l(e,r,n){var i=s(r,n);i&amp;&amp;(t[e]=i)}if(l(&quot;hoverinfo&quot;,&quot;hi&quot;,&quot;hoverinfo&quot;),l(&quot;bgcolor&quot;,&quot;hbg&quot;,&quot;hoverlabel.bgcolor&quot;),l(&quot;borderColor&quot;,&quot;hbc&quot;,&quot;hoverlabel.bordercolor&quot;),l(&quot;fontFamily&quot;,&quot;htf&quot;,&quot;hoverlabel.font.family&quot;),l(&quot;fontSize&quot;,&quot;hts&quot;,&quot;hoverlabel.font.size&quot;),l(&quot;fontColor&quot;,&quot;htc&quot;,&quot;hoverlabel.font.color&quot;),l(&quot;nameLength&quot;,&quot;hnl&quot;,&quot;hoverlabel.namelength&quot;),t.posref=&quot;y&quot;===e||&quot;closest&quot;===e&amp;&amp;&quot;h&quot;===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&amp;&amp;(t.xLabel=&quot;xLabel&quot;in t?t.xLabel:d.hoverLabelText(t.xa,t.xLabelVal),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&amp;&amp;(t.yLabel=&quot;yLabel&quot;in t?t.yLabel:d.hoverLabelText(t.ya,t.yLabelVal),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&amp;&amp;void 0===t.zLabel&amp;&amp;(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||&quot;log&quot;===t.xa.type&amp;&amp;t.xerr&lt;=0)){var u=d.tickText(t.xa,t.xa.c2l(t.xerr),&quot;hover&quot;).text;void 0!==t.xerrneg?t.xLabel+=&quot; +&quot;+u+&quot; / -&quot;+d.tickText(t.xa,t.xa.c2l(t.xerrneg),&quot;hover&quot;).text:t.xLabel+=&quot; \\xb1 &quot;+u,&quot;x&quot;===e&amp;&amp;(t.distance+=1)}if(!(isNaN(t.yerr)||&quot;log&quot;===t.ya.type&amp;&amp;t.yerr&lt;=0)){var c=d.tickText(t.ya,t.ya.c2l(t.yerr),&quot;hover&quot;).text;void 0!==t.yerrneg?t.yLabel+=&quot; +&quot;+c+&quot; / -&quot;+d.tickText(t.ya,t.ya.c2l(t.yerrneg),&quot;hover&quot;).text:t.yLabel+=&quot; \\xb1 &quot;+c,&quot;y&quot;===e&amp;&amp;(t.distance+=1)}var f=t.hoverinfo||t.trace.hoverinfo;return f&amp;&amp;&quot;all&quot;!==f&amp;&amp;(-1===(f=Array.isArray(f)?f:f.split(&quot;+&quot;)).indexOf(&quot;x&quot;)&amp;&amp;(t.xLabel=void 0),-1===f.indexOf(&quot;y&quot;)&amp;&amp;(t.yLabel=void 0),-1===f.indexOf(&quot;z&quot;)&amp;&amp;(t.zLabel=void 0),-1===f.indexOf(&quot;text&quot;)&amp;&amp;(t.text=void 0),-1===f.indexOf(&quot;name&quot;)&amp;&amp;(t.name=void 0)),t}function L(t,e){var r,n,i=e.container,o=e.fullLayout,s=e.event,l=!!t.hLinePoint,u=!!t.vLinePoint;if(i.selectAll(&quot;.spikeline&quot;).remove(),u||l){var h=f.combine(o.plot_bgcolor,o.paper_bgcolor);if(l){var d,p,g=t.hLinePoint;r=g&amp;&amp;g.xa,&quot;cursor&quot;===(n=g&amp;&amp;g.ya).spikesnap?(d=s.pointerX,p=s.pointerY):(d=r._offset+g.x,p=n._offset+g.y);var v,m,y=a.readability(g.color,h)&lt;1.5?f.contrast(h):g.color,b=n.spikemode,x=n.spikethickness,_=n.spikecolor||y,w=n._boundingBox,A=(w.left+w.right)/2&lt;d?w.right:w.left;-1===b.indexOf(&quot;toaxis&quot;)&amp;&amp;-1===b.indexOf(&quot;across&quot;)||(-1!==b.indexOf(&quot;toaxis&quot;)&amp;&amp;(v=A,m=d),-1!==b.indexOf(&quot;across&quot;)&amp;&amp;(v=n._counterSpan[0],m=n._counterSpan[1]),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:v,x2:m,y1:p,y2:p,&quot;stroke-width&quot;:x,stroke:_,&quot;stroke-dasharray&quot;:c.dashStyle(n.spikedash,x)}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:v,x2:m,y1:p,y2:p,&quot;stroke-width&quot;:x+2,stroke:h}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0)),-1!==b.indexOf(&quot;marker&quot;)&amp;&amp;i.insert(&quot;circle&quot;,&quot;:first-child&quot;).attr({cx:A+(&quot;right&quot;!==n.side?x:-x),cy:p,r:x,fill:_}).classed(&quot;spikeline&quot;,!0)}if(u){var M,T,k=t.vLinePoint;r=k&amp;&amp;k.xa,n=k&amp;&amp;k.ya,&quot;cursor&quot;===r.spikesnap?(M=s.pointerX,T=s.pointerY):(M=r._offset+k.x,T=n._offset+k.y);var E,L,S=a.readability(k.color,h)&lt;1.5?f.contrast(h):k.color,C=r.spikemode,O=r.spikethickness,R=r.spikecolor||S,P=r._boundingBox,z=(P.top+P.bottom)/2&lt;T?P.bottom:P.top;-1===C.indexOf(&quot;toaxis&quot;)&amp;&amp;-1===C.indexOf(&quot;across&quot;)||(-1!==C.indexOf(&quot;toaxis&quot;)&amp;&amp;(E=z,L=T),-1!==C.indexOf(&quot;across&quot;)&amp;&amp;(E=r._counterSpan[0],L=r._counterSpan[1]),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:M,x2:M,y1:E,y2:L,&quot;stroke-width&quot;:O,stroke:R,&quot;stroke-dasharray&quot;:c.dashStyle(r.spikedash,O)}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:M,x2:M,y1:E,y2:L,&quot;stroke-width&quot;:O+2,stroke:h}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0)),-1!==C.indexOf(&quot;marker&quot;)&amp;&amp;i.insert(&quot;circle&quot;,&quot;:first-child&quot;).attr({cx:M,cy:z-(&quot;top&quot;!==r.side?O:-O),r:O,fill:R}).classed(&quot;spikeline&quot;,!0)}}}function S(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}},{&quot;../../lib&quot;:495,&quot;../../lib/events&quot;:487,&quot;../../lib/override_cursor&quot;:506,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:409,&quot;./helpers&quot;:411,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],413:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r,i){r(&quot;hoverlabel.bgcolor&quot;,(i=i||{}).bgcolor),r(&quot;hoverlabel.bordercolor&quot;,i.bordercolor),r(&quot;hoverlabel.namelength&quot;,i.namelength),n.coerceFont(r,&quot;hoverlabel.font&quot;,i.font)}},{&quot;../../lib&quot;:495}],414:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){t=t||{};(e=e||{}).description&amp;&amp;e.description;var r=e.keys||[];if(r.length&gt;0){for(var n=[],i=0;i&lt;r.length;i++)n[i]=&quot;`&quot;+r[i]+&quot;`&quot;;&quot;Finally, the template string has access to &quot;,1===r.length?&quot;variable &quot;+n[0]:&quot;variables &quot;+n.slice(0,-1).join(&quot;, &quot;)+&quot; and &quot;+n.slice(-1)+&quot;.&quot;}var a={valType:&quot;string&quot;,dflt:&quot;&quot;,editType:t.editType||&quot;none&quot;};return!1!==t.arrayOk&amp;&amp;(a.arrayOk=!0),a}},{}],415:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../dragelement&quot;),o=t(&quot;./helpers&quot;),s=t(&quot;./layout_attributes&quot;),l=t(&quot;./hover&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;fx&quot;,constants:t(&quot;./constants&quot;),schema:{layout:s},attributes:t(&quot;./attributes&quot;),layoutAttributes:s,supplyLayoutGlobalDefaults:t(&quot;./layout_global_defaults&quot;),supplyDefaults:t(&quot;./defaults&quot;),supplyLayoutDefaults:t(&quot;./layout_defaults&quot;),calc:t(&quot;./calc&quot;),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return i.castOption(t,e,&quot;hoverlabel.&quot;+r)},castHoverinfo:function(t,e,r){return i.castOption(t,r,&quot;hoverinfo&quot;,function(r){return i.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)})},hover:l.hover,unhover:a.unhover,loneHover:l.loneHover,multiHovers:l.multiHovers,loneUnhover:function(t){var e=i.isD3Selection(t)?t:n.select(t);e.selectAll(&quot;g.hovertext&quot;).remove(),e.selectAll(&quot;.spikeline&quot;).remove()},click:t(&quot;./click&quot;)}},{&quot;../../lib&quot;:495,&quot;../dragelement&quot;:394,&quot;./attributes&quot;:406,&quot;./calc&quot;:407,&quot;./click&quot;:408,&quot;./constants&quot;:409,&quot;./defaults&quot;:410,&quot;./helpers&quot;:411,&quot;./hover&quot;:412,&quot;./layout_attributes&quot;:416,&quot;./layout_defaults&quot;:417,&quot;./layout_global_defaults&quot;:418,d3:81}],416:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;),i=t(&quot;../../plots/font_attributes&quot;)({editType:&quot;none&quot;});i.family.dflt=n.HOVERFONT,i.size.dflt=n.HOVERFONTSIZE,e.exports={clickmode:{valType:&quot;flaglist&quot;,flags:[&quot;event&quot;,&quot;select&quot;],dflt:&quot;event&quot;,editType:&quot;plot&quot;,extras:[&quot;none&quot;]},dragmode:{valType:&quot;enumerated&quot;,values:[&quot;zoom&quot;,&quot;pan&quot;,&quot;select&quot;,&quot;lasso&quot;,&quot;orbit&quot;,&quot;turntable&quot;,!1],dflt:&quot;zoom&quot;,editType:&quot;modebar&quot;},hovermode:{valType:&quot;enumerated&quot;,values:[&quot;x&quot;,&quot;y&quot;,&quot;closest&quot;,!1],editType:&quot;modebar&quot;},hoverdistance:{valType:&quot;integer&quot;,min:-1,dflt:20,editType:&quot;none&quot;},spikedistance:{valType:&quot;integer&quot;,min:-1,dflt:20,editType:&quot;none&quot;},hoverlabel:{bgcolor:{valType:&quot;color&quot;,editType:&quot;none&quot;},bordercolor:{valType:&quot;color&quot;,editType:&quot;none&quot;},font:i,namelength:{valType:&quot;integer&quot;,min:-1,dflt:15,editType:&quot;none&quot;},editType:&quot;none&quot;},selectdirection:{valType:&quot;enumerated&quot;,values:[&quot;h&quot;,&quot;v&quot;,&quot;d&quot;,&quot;any&quot;],dflt:&quot;any&quot;,editType:&quot;none&quot;}}},{&quot;../../plots/font_attributes&quot;:567,&quot;./constants&quot;:409}],417:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;);e.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}var o,s=a(&quot;clickmode&quot;);&quot;select&quot;===a(&quot;dragmode&quot;)&amp;&amp;a(&quot;selectdirection&quot;),e._has(&quot;cartesian&quot;)?s.indexOf(&quot;select&quot;)&gt;-1?o=&quot;closest&quot;:(e._isHoriz=function(t,e){for(var r=e._scatterStackOpts||{},n=0;n&lt;t.length;n++){var i=t[n],a=i.xaxis+i.yaxis,o=r[a]||{},s=o[i.stackgroup]||{};if(&quot;h&quot;!==i.orientation&amp;&amp;&quot;h&quot;!==s.orientation)return!1}return!0}(r,e),o=e._isHoriz?&quot;y&quot;:&quot;x&quot;):o=&quot;closest&quot;,a(&quot;hovermode&quot;,o)&amp;&amp;(a(&quot;hoverdistance&quot;),a(&quot;spikedistance&quot;));var l=e._has(&quot;mapbox&quot;),u=e._has(&quot;geo&quot;),c=e._basePlotModules.length;&quot;zoom&quot;===e.dragmode&amp;&amp;((l||u)&amp;&amp;1===c||l&amp;&amp;u&amp;&amp;2===c)&amp;&amp;(e.dragmode=&quot;pan&quot;)}},{&quot;../../lib&quot;:495,&quot;./layout_attributes&quot;:416}],418:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./hoverlabel_defaults&quot;),a=t(&quot;./layout_attributes&quot;);e.exports=function(t,e){i(t,e,function(r,i){return n.coerce(t,e,a,r,i)})}},{&quot;../../lib&quot;:495,&quot;./hoverlabel_defaults&quot;:413,&quot;./layout_attributes&quot;:416}],419:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../lib/regex&quot;).counter,a=t(&quot;../../plots/domain&quot;).attributes,o=t(&quot;../../plots/cartesian/constants&quot;).idRegex,s=t(&quot;../../plot_api/plot_template&quot;),l={rows:{valType:&quot;integer&quot;,min:1,editType:&quot;plot&quot;},roworder:{valType:&quot;enumerated&quot;,values:[&quot;top to bottom&quot;,&quot;bottom to top&quot;],dflt:&quot;top to bottom&quot;,editType:&quot;plot&quot;},columns:{valType:&quot;integer&quot;,min:1,editType:&quot;plot&quot;},subplots:{valType:&quot;info_array&quot;,freeLength:!0,dimensions:2,items:{valType:&quot;enumerated&quot;,values:[i(&quot;xy&quot;).toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},xaxes:{valType:&quot;info_array&quot;,freeLength:!0,items:{valType:&quot;enumerated&quot;,values:[o.x.toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},yaxes:{valType:&quot;info_array&quot;,freeLength:!0,items:{valType:&quot;enumerated&quot;,values:[o.y.toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},pattern:{valType:&quot;enumerated&quot;,values:[&quot;independent&quot;,&quot;coupled&quot;],dflt:&quot;coupled&quot;,editType:&quot;plot&quot;},xgap:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},ygap:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},domain:a({name:&quot;grid&quot;,editType:&quot;plot&quot;,noGridCell:!0},{}),xside:{valType:&quot;enumerated&quot;,values:[&quot;bottom&quot;,&quot;bottom plot&quot;,&quot;top plot&quot;,&quot;top&quot;],dflt:&quot;bottom plot&quot;,editType:&quot;plot&quot;},yside:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;left plot&quot;,&quot;right plot&quot;,&quot;right&quot;],dflt:&quot;left plot&quot;,editType:&quot;plot&quot;},editType:&quot;plot&quot;};function u(t,e,r){var n=e[r+&quot;axes&quot;],i=Object.keys((t._splomAxes||{})[r]||{});return Array.isArray(n)?n:i.length?i:void 0}function c(t,e,r,n,i,a){var o=e(t+&quot;gap&quot;,r),s=e(&quot;domain.&quot;+t);e(t+&quot;side&quot;,n);for(var l=new Array(i),u=s[0],c=(s[1]-u)/(i-o),f=c*(1-o),h=0;h&lt;i;h++){var d=u+c*h;l[a?i-1-h:h]=[d,d+f]}return l}function f(t,e,r,n,i){var a,o=new Array(r);function s(t,r){-1!==e.indexOf(r)&amp;&amp;void 0===n[r]?(o[t]=r,n[r]=t):o[t]=&quot;&quot;}if(Array.isArray(t))for(a=0;a&lt;r;a++)s(a,t[a]);else for(s(0,i),a=1;a&lt;r;a++)s(a,i+(a+1));return o}e.exports={moduleType:&quot;component&quot;,name:&quot;grid&quot;,schema:{layout:{grid:l}},layoutAttributes:l,sizeDefaults:function(t,e){var r=t.grid||{},i=u(e,r,&quot;x&quot;),a=u(e,r,&quot;y&quot;);if(t.grid||i||a){var o,f,h=Array.isArray(r.subplots)&amp;&amp;Array.isArray(r.subplots[0]),d=Array.isArray(i),p=Array.isArray(a),g=d&amp;&amp;i!==r.xaxes&amp;&amp;p&amp;&amp;a!==r.yaxes;h?(o=r.subplots.length,f=r.subplots[0].length):(p&amp;&amp;(o=a.length),d&amp;&amp;(f=i.length));var v=s.newContainer(e,&quot;grid&quot;),m=M(&quot;rows&quot;,o),y=M(&quot;columns&quot;,f);if(m*y&gt;1){h||d||p||&quot;independent&quot;===M(&quot;pattern&quot;)&amp;&amp;(h=!0),v._hasSubplotGrid=h;var b,x,_=&quot;top to bottom&quot;===M(&quot;roworder&quot;),w=h?.2:.1,A=h?.3:.1;g&amp;&amp;e._splomGridDflt&amp;&amp;(b=e._splomGridDflt.xside,x=e._splomGridDflt.yside),v._domains={x:c(&quot;x&quot;,M,w,b,y),y:c(&quot;y&quot;,M,A,x,m,_)}}else delete e.grid}function M(t,e){return n.coerce(r,v,l,t,e)}},contentDefaults:function(t,e){var r=e.grid;if(r&amp;&amp;r._domains){var n,i,a,o,s,l,c,h=t.grid||{},d=e._subplots,p=r._hasSubplotGrid,g=r.rows,v=r.columns,m=&quot;independent&quot;===r.pattern,y=r._axisMap={};if(p){var b=h.subplots||[];l=r.subplots=new Array(g);var x=1;for(n=0;n&lt;g;n++){var _=l[n]=new Array(v),w=b[n]||[];for(i=0;i&lt;v;i++)if(m?(s=1===x?&quot;xy&quot;:&quot;x&quot;+x+&quot;y&quot;+x,x++):s=w[i],_[i]=&quot;&quot;,-1!==d.cartesian.indexOf(s)){if(c=s.indexOf(&quot;y&quot;),a=s.slice(0,c),o=s.slice(c),void 0!==y[a]&amp;&amp;y[a]!==i||void 0!==y[o]&amp;&amp;y[o]!==n)continue;_[i]=s,y[a]=i,y[o]=n}}}else{var A=u(e,h,&quot;x&quot;),M=u(e,h,&quot;y&quot;);r.xaxes=f(A,d.xaxis,v,y,&quot;x&quot;),r.yaxes=f(M,d.yaxis,g,y,&quot;y&quot;)}var T=r._anchors={},k=&quot;top to bottom&quot;===r.roworder;for(var E in y){var L,S,C,O=E.charAt(0),R=r[O+&quot;side&quot;];if(R.length&lt;8)T[E]=&quot;free&quot;;else if(&quot;x&quot;===O){if(&quot;t&quot;===R.charAt(0)===k?(L=0,S=1,C=g):(L=g-1,S=-1,C=-1),p){var P=y[E];for(n=L;n!==C;n+=S)if((s=l[n][P])&amp;&amp;(c=s.indexOf(&quot;y&quot;),s.slice(0,c)===E)){T[E]=s.slice(c);break}}else for(n=L;n!==C;n+=S)if(o=r.yaxes[n],-1!==d.cartesian.indexOf(E+o)){T[E]=o;break}}else if(&quot;l&quot;===R.charAt(0)?(L=0,S=1,C=v):(L=v-1,S=-1,C=-1),p){var z=y[E];for(n=L;n!==C;n+=S)if((s=l[z][n])&amp;&amp;(c=s.indexOf(&quot;y&quot;),s.slice(c)===E)){T[E]=s.slice(0,c);break}}else for(n=L;n!==C;n+=S)if(a=r.xaxes[n],-1!==d.cartesian.indexOf(a+E)){T[E]=a;break}}}}}},{&quot;../../lib&quot;:495,&quot;../../lib/regex&quot;:510,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../plots/domain&quot;:566}],420:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/constants&quot;),i=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=i(&quot;image&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;arraydraw&quot;},source:{valType:&quot;string&quot;,editType:&quot;arraydraw&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;below&quot;,&quot;above&quot;],dflt:&quot;above&quot;,editType:&quot;arraydraw&quot;},sizex:{valType:&quot;number&quot;,dflt:0,editType:&quot;arraydraw&quot;},sizey:{valType:&quot;number&quot;,dflt:0,editType:&quot;arraydraw&quot;},sizing:{valType:&quot;enumerated&quot;,values:[&quot;fill&quot;,&quot;contain&quot;,&quot;stretch&quot;],dflt:&quot;contain&quot;,editType:&quot;arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},x:{valType:&quot;any&quot;,dflt:0,editType:&quot;arraydraw&quot;},y:{valType:&quot;any&quot;,dflt:0,editType:&quot;arraydraw&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;arraydraw&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;,editType:&quot;arraydraw&quot;},xref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,n.idRegex.x.toString()],dflt:&quot;paper&quot;,editType:&quot;arraydraw&quot;},yref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,n.idRegex.y.toString()],dflt:&quot;paper&quot;,editType:&quot;arraydraw&quot;},editType:&quot;arraydraw&quot;})},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547}],421:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib/to_log_range&quot;);e.exports=function(t,e,r,a){e=e||{};var o=&quot;log&quot;===r&amp;&amp;&quot;linear&quot;===e.type,s=&quot;linear&quot;===r&amp;&amp;&quot;log&quot;===e.type;if(o||s)for(var l,u,c=t._fullLayout.images,f=e._id.charAt(0),h=0;h&lt;c.length;h++)if(u=&quot;images[&quot;+h+&quot;].&quot;,(l=c[h])[f+&quot;ref&quot;]===e._id){var d=l[f],p=l[&quot;size&quot;+f],g=null,v=null;if(o){g=i(d,e.range);var m=p/Math.pow(10,g)/2;v=2*Math.log(m+Math.sqrt(1+m*m))/Math.LN10}else v=(g=Math.pow(10,d))*(Math.pow(10,p/2)-Math.pow(10,-p/2));n(g)?n(v)||(v=null):(g=null,v=null),a(u+f,g),a(u+&quot;size&quot;+f,v)}}},{&quot;../../lib/to_log_range&quot;:520,&quot;fast-isnumeric&quot;:90}],422:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./attributes&quot;);function s(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var s=a(&quot;source&quot;);if(!a(&quot;visible&quot;,!!s))return e;a(&quot;layer&quot;),a(&quot;xanchor&quot;),a(&quot;yanchor&quot;),a(&quot;sizex&quot;),a(&quot;sizey&quot;),a(&quot;sizing&quot;),a(&quot;opacity&quot;);for(var l={_fullLayout:r},u=[&quot;x&quot;,&quot;y&quot;],c=0;c&lt;2;c++){var f=u[c],h=i.coerceRef(t,e,l,f,&quot;paper&quot;);if(&quot;paper&quot;!==h)i.getFromId(l,h)._imgIndices.push(e._index);i.coercePosition(e,l,a,h,f,0)}return e}e.exports=function(t,e){a(t,e,{name:&quot;images&quot;,handleItemDefaults:s})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:420}],423:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../drawing&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../constants/xmlns_namespaces&quot;);e.exports=function(t){var e,r,s=t._fullLayout,l=[],u={},c=[];for(r=0;r&lt;s.images.length;r++){var f=s.images[r];if(f.visible)if(&quot;below&quot;===f.layer&amp;&amp;&quot;paper&quot;!==f.xref&amp;&amp;&quot;paper&quot;!==f.yref){e=f.xref+f.yref;var h=s._plots[e];if(!h){c.push(f);continue}h.mainplot&amp;&amp;(e=h.mainplot.id),u[e]||(u[e]=[]),u[e].push(f)}else&quot;above&quot;===f.layer?l.push(f):c.push(f)}var d={x:{left:{sizing:&quot;xMin&quot;,offset:0},center:{sizing:&quot;xMid&quot;,offset:-.5},right:{sizing:&quot;xMax&quot;,offset:-1}},y:{top:{sizing:&quot;YMin&quot;,offset:0},middle:{sizing:&quot;YMid&quot;,offset:-.5},bottom:{sizing:&quot;YMax&quot;,offset:-1}}};function p(e){var r=n.select(this);if(!this.img||this.img.src!==e.source){r.attr(&quot;xmlns&quot;,o.svg);var i=new Promise(function(t){var n=new Image;function i(){r.remove(),t()}this.img=n,n.setAttribute(&quot;crossOrigin&quot;,&quot;anonymous&quot;),n.onerror=i,n.onload=function(){var e=document.createElement(&quot;canvas&quot;);e.width=this.width,e.height=this.height,e.getContext(&quot;2d&quot;).drawImage(this,0,0);var n=e.toDataURL(&quot;image/png&quot;);r.attr(&quot;xlink:href&quot;,n),t()},r.on(&quot;error&quot;,i),n.src=e.source}.bind(this));t._promises.push(i)}}function g(e){var r=n.select(this),o=a.getFromId(t,e.xref),l=a.getFromId(t,e.yref),u=s._size,c=o?Math.abs(o.l2p(e.sizex)-o.l2p(0)):e.sizex*u.w,f=l?Math.abs(l.l2p(e.sizey)-l.l2p(0)):e.sizey*u.h,h=c*d.x[e.xanchor].offset,p=f*d.y[e.yanchor].offset,g=d.x[e.xanchor].sizing+d.y[e.yanchor].sizing,v=(o?o.r2p(e.x)+o._offset:e.x*u.w+u.l)+h,m=(l?l.r2p(e.y)+l._offset:u.h-e.y*u.h+u.t)+p;switch(e.sizing){case&quot;fill&quot;:g+=&quot; slice&quot;;break;case&quot;stretch&quot;:g=&quot;none&quot;}r.attr({x:v,y:m,width:c,height:f,preserveAspectRatio:g,opacity:e.opacity});var y=(o?o._id:&quot;&quot;)+(l?l._id:&quot;&quot;);i.setClipUrl(r,y?&quot;clip&quot;+s._uid+y:null,t)}var v=s._imageLowerLayer.selectAll(&quot;image&quot;).data(c),m=s._imageUpperLayer.selectAll(&quot;image&quot;).data(l);v.enter().append(&quot;image&quot;),m.enter().append(&quot;image&quot;),v.exit().remove(),m.exit().remove(),v.each(function(t){p.bind(this)(t),g.bind(this)(t)}),m.each(function(t){p.bind(this)(t),g.bind(this)(t)});var y=Object.keys(s._plots);for(r=0;r&lt;y.length;r++){e=y[r];var b=s._plots[e];if(b.imagelayer){var x=b.imagelayer.selectAll(&quot;image&quot;).data(u[e]||[]);x.enter().append(&quot;image&quot;),x.exit().remove(),x.each(function(t){p.bind(this)(t),g.bind(this)(t)})}}}},{&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../plots/cartesian/axes&quot;:541,&quot;../drawing&quot;:397,d3:81}],424:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;images&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;images&quot;),draw:t(&quot;./draw&quot;),convertCoords:t(&quot;./convert_coords&quot;)}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:420,&quot;./convert_coords&quot;:421,&quot;./defaults&quot;:422,&quot;./draw&quot;:423}],425:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;);e.exports={bgcolor:{valType:&quot;color&quot;,editType:&quot;legend&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;legend&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;legend&quot;},font:n({editType:&quot;legend&quot;}),orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],dflt:&quot;v&quot;,editType:&quot;legend&quot;},traceorder:{valType:&quot;flaglist&quot;,flags:[&quot;reversed&quot;,&quot;grouped&quot;],extras:[&quot;normal&quot;],editType:&quot;legend&quot;},tracegroupgap:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;legend&quot;},x:{valType:&quot;number&quot;,min:-2,max:3,dflt:1.02,editType:&quot;legend&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;legend&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:1,editType:&quot;legend&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;auto&quot;,editType:&quot;legend&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},valign:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;,editType:&quot;legend&quot;},editType:&quot;legend&quot;}},{&quot;../../plots/font_attributes&quot;:567,&quot;../color/attributes&quot;:375}],426:[function(t,e,r){&quot;use strict&quot;;e.exports={scrollBarWidth:6,scrollBarMinHeight:20,scrollBarColor:&quot;#808BA4&quot;,scrollBarMargin:4,textOffsetX:40}},{}],427:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;../../plots/layout_attributes&quot;),l=t(&quot;./helpers&quot;);e.exports=function(t,e,r){for(var u,c,f,h,d=t.legend||{},p=0,g=!1,v=&quot;normal&quot;,m=0;m&lt;r.length;m++){var y=r[m];y.visible&amp;&amp;((y.showlegend||y._dfltShowLegend)&amp;&amp;(p++,y.showlegend&amp;&amp;(g=!0,(n.traceIs(y,&quot;pie&quot;)||!0===y._input.showlegend)&amp;&amp;p++)),(n.traceIs(y,&quot;bar&quot;)&amp;&amp;&quot;stack&quot;===e.barmode||-1!==[&quot;tonextx&quot;,&quot;tonexty&quot;].indexOf(y.fill))&amp;&amp;(v=l.isGrouped({traceorder:v})?&quot;grouped+reversed&quot;:&quot;reversed&quot;),void 0!==y.legendgroup&amp;&amp;&quot;&quot;!==y.legendgroup&amp;&amp;(v=l.isReversed({traceorder:v})?&quot;reversed+grouped&quot;:&quot;grouped&quot;))}var b=i.coerce(t,e,s,&quot;showlegend&quot;,g&amp;&amp;p&gt;1);if(!1!==b||d.uirevision){var x=a.newContainer(e,&quot;legend&quot;);if(w(&quot;uirevision&quot;,e.uirevision),!1!==b){if(w(&quot;bgcolor&quot;,e.paper_bgcolor),w(&quot;bordercolor&quot;),w(&quot;borderwidth&quot;),i.coerceFont(w,&quot;font&quot;,e.font),w(&quot;orientation&quot;),&quot;h&quot;===x.orientation){var _=t.xaxis;n.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(_)?(u=0,f=&quot;left&quot;,c=1.1,h=&quot;bottom&quot;):(u=0,f=&quot;left&quot;,c=-.1,h=&quot;top&quot;)}w(&quot;traceorder&quot;,v),l.isGrouped(e.legend)&amp;&amp;w(&quot;tracegroupgap&quot;),w(&quot;x&quot;,u),w(&quot;xanchor&quot;,f),w(&quot;y&quot;,c),w(&quot;yanchor&quot;,h),w(&quot;valign&quot;),i.noneOrAll(d,x,[&quot;x&quot;,&quot;y&quot;])}}function w(t,e){return i.coerce(d,x,o,t,e)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/layout_attributes&quot;:582,&quot;../../registry&quot;:592,&quot;./attributes&quot;:425,&quot;./helpers&quot;:431}],428:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib/events&quot;),l=t(&quot;../dragelement&quot;),u=t(&quot;../drawing&quot;),c=t(&quot;../color&quot;),f=t(&quot;../../lib/svg_text_utils&quot;),h=t(&quot;./handle_click&quot;),d=t(&quot;./constants&quot;),p=t(&quot;../../constants/interactions&quot;),g=t(&quot;../../constants/alignment&quot;),v=g.LINE_SPACING,m=g.FROM_TL,y=g.FROM_BR,b=t(&quot;./get_legend_data&quot;),x=t(&quot;./style&quot;),_=t(&quot;./helpers&quot;),w=p.DBLCLICKDELAY;function A(t,e,r,n,i){var a=r.data()[0][0].trace,o={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&amp;&amp;(o.group=a._group),&quot;pie&quot;===a.type&amp;&amp;(o.label=r.datum()[0].label),!1!==s.triggerHandler(t,&quot;plotly_legendclick&quot;,o))if(1===n)e._clickTimeout=setTimeout(function(){h(r,t,n)},w);else if(2===n){e._clickTimeout&amp;&amp;clearTimeout(e._clickTimeout),t._legendMouseDownTime=0,!1!==s.triggerHandler(t,&quot;plotly_legenddoubleclick&quot;,o)&amp;&amp;h(r,t,n)}}function M(t,e,r){var n=t.data()[0][0],a=e._fullLayout,s=n.trace,l=o.traceIs(s,&quot;pie&quot;),c=s.index,h=e._context.edits.legendText&amp;&amp;!l,p=l?n.label:s.name;a.meta&amp;&amp;(p=i.templateString(p,{meta:a.meta}));var g=i.ensureSingle(t,&quot;text&quot;,&quot;legendtext&quot;);function m(r){f.convertToTspans(r,e,function(){!function(t,e){var r=t.data()[0][0];if(!r.trace.showlegend)return void t.remove();var n,i,a=t.select(&quot;g[class*=math-group]&quot;),o=a.node(),s=e._fullLayout.legend.font.size*v;if(o){var l=u.bBox(o);n=l.height,i=l.width,u.setTranslate(a,0,n/4)}else{var c=t.select(&quot;.legendtext&quot;),h=f.lineCount(c),p=c.node();n=s*h,i=p?u.bBox(p).width:0;var g=s*(.3+(1-h)/2);f.positionText(c,d.textOffsetX,g)}r.lineHeight=s,r.height=Math.max(n,16)+3,r.width=i}(t,e)})}g.attr(&quot;text-anchor&quot;,&quot;start&quot;).classed(&quot;user-select-none&quot;,!0).call(u.font,a.legend.font).text(h?T(p,r):p),f.positionText(g,d.textOffsetX,0),h?g.call(f.makeEditable,{gd:e,text:p}).call(m).on(&quot;edit&quot;,function(t){this.text(T(t,r)).call(m);var a=n.trace._fullInput||{},s={};if(o.hasTransform(a,&quot;groupby&quot;)){var l=o.getTransformIndices(a,&quot;groupby&quot;),u=l[l.length-1],f=i.keyedContainer(a,&quot;transforms[&quot;+u+&quot;].styles&quot;,&quot;target&quot;,&quot;value.name&quot;);f.set(n.trace._group,t),s=f.constructUpdate()}else s.name=t;return o.call(&quot;_guiRestyle&quot;,e,s,c)}):m(g)}function T(t,e){var r=Math.max(4,e);if(t&amp;&amp;t.trim().length&gt;=r/2)return t;for(var n=r-(t=t||&quot;&quot;).length;n&gt;0;n--)t+=&quot; &quot;;return t}function k(t,e){var r,a=1,o=i.ensureSingle(t,&quot;rect&quot;,&quot;legendtoggle&quot;,function(t){t.style(&quot;cursor&quot;,&quot;pointer&quot;).attr(&quot;pointer-events&quot;,&quot;all&quot;).call(c.fill,&quot;rgba(0,0,0,0)&quot;)});o.on(&quot;mousedown&quot;,function(){(r=(new Date).getTime())-e._legendMouseDownTime&lt;w?a+=1:(a=1,e._legendMouseDownTime=r)}),o.on(&quot;mouseup&quot;,function(){if(!e._dragged&amp;&amp;!e._editing){var r=e._fullLayout.legend;(new Date).getTime()-e._legendMouseDownTime&gt;w&amp;&amp;(a=Math.max(a-1,1)),A(e,r,t,a,n.event)}})}function E(t,e,r){var a=t._fullLayout,o=a.legend,s=o.borderwidth,l=_.isGrouped(o),c=0;if(o._width=0,o._height=0,_.isVertical(o))l&amp;&amp;e.each(function(t,e){u.setTranslate(this,0,e*o.tracegroupgap)}),r.each(function(t){var e=t[0],r=e.height,n=e.width;u.setTranslate(this,s,5+s+o._height+r/2),o._height+=r,o._width=Math.max(o._width,n)}),o._width+=45+2*s,o._height+=10+2*s,l&amp;&amp;(o._height+=(o._lgroupsLength-1)*o.tracegroupgap),c=40;else if(l){var f,h=0,d=0,p=e.data(),g=0;for(f=0;f&lt;p.length;f++){var v=p[f],m=v.map(function(t){return t[0].width}),y=i.aggNums(Math.max,null,m),b=v.reduce(function(t,e){return t+e[0].height},0);d=Math.max(d,y),h=Math.max(h,b),g=Math.max(g,v.length)}d+=5,d+=40;var x=[o._width],w=[],A=0;for(f=0;f&lt;p.length;f++){a._size.w&lt;s+o._width+5+d?(x[x.length-1]=x[0],o._width=d,A++):o._width+=d+s;var M=A*h;M+=A&gt;0?o.tracegroupgap:0,w.push(M),x.push(o._width)}e.each(function(t,e){u.setTranslate(this,x[e],w[e])}),e.each(function(){var t=n.select(this).selectAll(&quot;g.traces&quot;),e=0;t.each(function(t){var r=t[0].height;u.setTranslate(this,0,5+s+e+r/2),e+=r})});var T=w[w.length-1]+h;o._height=10+2*s+T;var k=Math.max.apply(null,x);o._width=k+d+40,o._width+=2*s}else{var E=0,L=0,S=0,C=0,O=0;r.each(function(t){S=Math.max(40+t[0].width,S),O+=40+t[0].width+5});var R=a._size.w&gt;s+O-5;r.each(function(t){var e=t[0],r=R?40+t[0].width:S;s+C+5+r&gt;a._size.w&amp;&amp;(C=0,E+=L,o._height+=L,L=0),u.setTranslate(this,s+C,5+s+e.height/2+E),o._width+=5+r,C+=5+r,L=Math.max(e.height,L)}),R?o._height=L:o._height+=L,o._width+=2*s,o._height+=10+2*s}o._width=Math.ceil(o._width),o._height=Math.ceil(o._height);var P=t._context.edits.legendText||t._context.edits.legendPosition;r.each(function(t){var e=t[0],r=n.select(this).select(&quot;.legendtoggle&quot;);u.setRect(r,0,-e.height/2,(P?0:o._width)+c,e.height)})}function L(t){var e=t._fullLayout.legend,r=&quot;left&quot;;i.isRightAnchor(e)?r=&quot;right&quot;:i.isCenterAnchor(e)&amp;&amp;(r=&quot;center&quot;);var n=&quot;top&quot;;i.isBottomAnchor(e)?n=&quot;bottom&quot;:i.isMiddleAnchor(e)&amp;&amp;(n=&quot;middle&quot;),a.autoMargin(t,&quot;legend&quot;,{x:e.x,y:e.y,l:e._width*m[r],r:e._width*y[r],b:e._height*y[n],t:e._height*m[n]})}e.exports=function(t){var e=t._fullLayout,r=&quot;legend&quot;+e._uid;if(e._infolayer&amp;&amp;t.calcdata){t._legendMouseDownTime||(t._legendMouseDownTime=0);var s=e.legend,f=e.showlegend&amp;&amp;b(t.calcdata,s),h=e.hiddenlabels||[];if(!e.showlegend||!f.length)return e._infolayer.selectAll(&quot;.legend&quot;).remove(),e._topdefs.select(&quot;#&quot;+r).remove(),void a.autoMargin(t,&quot;legend&quot;);for(var p=0,g=0;g&lt;f.length;g++)for(var v=0;v&lt;f[g].length;v++){var _=f[g][v][0],w=_.trace,T=o.traceIs(w,&quot;pie&quot;)?_.label:w.name;p=Math.max(p,T&amp;&amp;T.length||0)}var S=!1,C=i.ensureSingle(e._infolayer,&quot;g&quot;,&quot;legend&quot;,function(t){t.attr(&quot;pointer-events&quot;,&quot;all&quot;),S=!0}),O=i.ensureSingleById(e._topdefs,&quot;clipPath&quot;,r,function(t){t.append(&quot;rect&quot;)}),R=i.ensureSingle(C,&quot;rect&quot;,&quot;bg&quot;,function(t){t.attr(&quot;shape-rendering&quot;,&quot;crispEdges&quot;)});R.call(c.stroke,s.bordercolor).call(c.fill,s.bgcolor).style(&quot;stroke-width&quot;,s.borderwidth+&quot;px&quot;);var P=i.ensureSingle(C,&quot;g&quot;,&quot;scrollbox&quot;),z=i.ensureSingle(C,&quot;rect&quot;,&quot;scrollbar&quot;,function(t){t.attr({rx:20,ry:3,width:0,height:0}).call(c.fill,&quot;#808BA4&quot;)}),I=P.selectAll(&quot;g.groups&quot;).data(f);I.enter().append(&quot;g&quot;).attr(&quot;class&quot;,&quot;groups&quot;),I.exit().remove();var N=I.selectAll(&quot;g.traces&quot;).data(i.identity);N.enter().append(&quot;g&quot;).attr(&quot;class&quot;,&quot;traces&quot;),N.exit().remove(),N.style(&quot;opacity&quot;,function(t){var e=t[0].trace;return o.traceIs(e,&quot;pie&quot;)?-1!==h.indexOf(t[0].label)?.5:1:&quot;legendonly&quot;===e.visible?.5:1}).each(function(){n.select(this).call(M,t,p)}).call(x,t).each(function(){n.select(this).call(k,t)}),i.syncOrAsync([a.previousPromises,function(){S&amp;&amp;(E(t,I,N),L(t));var c=e.width,f=e.height;E(t,I,N),s._height&gt;f?function(t){var e=t._fullLayout.legend,r=&quot;left&quot;;i.isRightAnchor(e)?r=&quot;right&quot;:i.isCenterAnchor(e)&amp;&amp;(r=&quot;center&quot;);a.autoMargin(t,&quot;legend&quot;,{x:e.x,y:.5,l:e._width*m[r],r:e._width*y[r],b:0,t:0})}(t):L(t);var h=e._size,p=h.l+h.w*s.x,g=h.t+h.h*(1-s.y);i.isRightAnchor(s)?p-=s._width:i.isCenterAnchor(s)&amp;&amp;(p-=s._width/2),i.isBottomAnchor(s)?g-=s._height:i.isMiddleAnchor(s)&amp;&amp;(g-=s._height/2);var v=s._width,b=h.w;v&gt;b?(p=h.l,v=b):(p+v&gt;c&amp;&amp;(p=c-v),p&lt;0&amp;&amp;(p=0),v=Math.min(c-p,s._width));var x,_,w,M,T=s._height,k=h.h;if(T&gt;k?(g=h.t,T=k):(g+T&gt;f&amp;&amp;(g=f-T),g&lt;0&amp;&amp;(g=0),T=Math.min(f-g,s._height)),u.setTranslate(C,p,g),z.on(&quot;.drag&quot;,null),C.on(&quot;wheel&quot;,null),s._height&lt;=T||t._context.staticPlot)R.attr({width:v-s.borderwidth,height:T-s.borderwidth,x:s.borderwidth/2,y:s.borderwidth/2}),u.setTranslate(P,0,0),O.select(&quot;rect&quot;).attr({width:v-2*s.borderwidth,height:T-2*s.borderwidth,x:s.borderwidth,y:s.borderwidth}),u.setClipUrl(P,r,t),u.setRect(z,0,0,0,0),delete s._scrollY;else{var D,F,j=Math.max(d.scrollBarMinHeight,T*T/s._height),B=T-j-2*d.scrollBarMargin,U=s._height-T,V=B/U,H=Math.min(s._scrollY||0,U);R.attr({width:v-2*s.borderwidth+d.scrollBarWidth+d.scrollBarMargin,height:T-s.borderwidth,x:s.borderwidth/2,y:s.borderwidth/2}),O.select(&quot;rect&quot;).attr({width:v-2*s.borderwidth+d.scrollBarWidth+d.scrollBarMargin,height:T-2*s.borderwidth,x:s.borderwidth,y:s.borderwidth+H}),u.setClipUrl(P,r,t),G(H,j,V),C.on(&quot;wheel&quot;,function(){G(H=i.constrain(s._scrollY+n.event.deltaY/B*U,0,U),j,V),0!==H&amp;&amp;H!==U&amp;&amp;n.event.preventDefault()});var q=n.behavior.drag().on(&quot;dragstart&quot;,function(){D=n.event.sourceEvent.clientY,F=H}).on(&quot;drag&quot;,function(){var t=n.event.sourceEvent;2===t.buttons||t.ctrlKey||G(H=i.constrain((t.clientY-D)/V+F,0,U),j,V)});z.call(q)}function G(e,r,n){s._scrollY=t._fullLayout.legend._scrollY=e,u.setTranslate(P,0,-e),u.setRect(z,v,d.scrollBarMargin+e*n,d.scrollBarWidth,r),O.select(&quot;rect&quot;).attr({y:s.borderwidth+e})}t._context.edits.legendPosition&amp;&amp;(C.classed(&quot;cursor-move&quot;,!0),l.init({element:C.node(),gd:t,prepFn:function(){var t=u.getTranslate(C);w=t.x,M=t.y},moveFn:function(t,e){var r=w+t,n=M+e;u.setTranslate(C,r,n),x=l.align(r,0,h.l,h.l+h.w,s.xanchor),_=l.align(n,0,h.t+h.h,h.t,s.yanchor)},doneFn:function(){void 0!==x&amp;&amp;void 0!==_&amp;&amp;o.call(&quot;_guiRelayout&quot;,t,{&quot;legend.x&quot;:x,&quot;legend.y&quot;:_})},clickFn:function(r,n){var i=e._infolayer.selectAll(&quot;g.traces&quot;).filter(function(){var t=this.getBoundingClientRect();return n.clientX&gt;=t.left&amp;&amp;n.clientX&lt;=t.right&amp;&amp;n.clientY&gt;=t.top&amp;&amp;n.clientY&lt;=t.bottom});i.size()&gt;0&amp;&amp;A(t,C,i,r,n)}}))}],t)}}},{&quot;../../constants/alignment&quot;:471,&quot;../../constants/interactions&quot;:474,&quot;../../lib&quot;:495,&quot;../../lib/events&quot;:487,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:426,&quot;./get_legend_data&quot;:429,&quot;./handle_click&quot;:430,&quot;./helpers&quot;:431,&quot;./style&quot;:433,d3:81}],429:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./helpers&quot;);e.exports=function(t,e){var r,a,o={},s=[],l=!1,u={},c=0;function f(t,r){if(&quot;&quot;!==t&amp;&amp;i.isGrouped(e))-1===s.indexOf(t)?(s.push(t),l=!0,o[t]=[[r]]):o[t].push([r]);else{var n=&quot;~~i&quot;+c;s.push(n),o[n]=[[r]],c++}}for(r=0;r&lt;t.length;r++){var h=t[r],d=h[0],p=d.trace,g=p.legendgroup;if(p.visible&amp;&amp;p.showlegend)if(n.traceIs(p,&quot;pie&quot;))for(u[g]||(u[g]={}),a=0;a&lt;h.length;a++){var v=h[a].label;u[g][v]||(f(g,{label:v,color:h[a].color,i:h[a].i,trace:p,pts:h[a].pts}),u[g][v]=!0)}else f(g,d)}if(!s.length)return[];var m,y,b=s.length;if(l&amp;&amp;i.isGrouped(e))for(y=new Array(b),r=0;r&lt;b;r++)m=o[s[r]],y[r]=i.isReversed(e)?m.reverse():m;else{for(y=[new Array(b)],r=0;r&lt;b;r++)m=o[s[r]][0],y[0][i.isReversed(e)?b-r-1:r]=m;b=1}return e._lgroupsLength=b,y}},{&quot;../../registry&quot;:592,&quot;./helpers&quot;:431}],430:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=!0;e.exports=function(t,e,r){if(!e._dragged&amp;&amp;!e._editing){var o,s,l,u,c,f=e._fullLayout.hiddenlabels?e._fullLayout.hiddenlabels.slice():[],h=t.data()[0][0],d=e._fullData,p=h.trace,g=p.legendgroup,v={},m=[],y=[],b=[];if(1===r&amp;&amp;a&amp;&amp;e.data&amp;&amp;e._context.showTips?(n.notifier(n._(e,&quot;Double-click on legend to isolate one trace&quot;),&quot;long&quot;),a=!1):a=!1,i.traceIs(p,&quot;pie&quot;)){var x=h.label,_=f.indexOf(x);1===r?-1===_?f.push(x):f.splice(_,1):2===r&amp;&amp;(f=[],e.calcdata[0].forEach(function(t){x!==t.label&amp;&amp;f.push(t.label)}),e._fullLayout.hiddenlabels&amp;&amp;e._fullLayout.hiddenlabels.length===f.length&amp;&amp;-1===_&amp;&amp;(f=[])),i.call(&quot;_guiRelayout&quot;,e,&quot;hiddenlabels&quot;,f)}else{var w,A=g&amp;&amp;g.length,M=[];if(A)for(o=0;o&lt;d.length;o++)(w=d[o]).visible&amp;&amp;w.legendgroup===g&amp;&amp;M.push(o);if(1===r){var T;switch(p.visible){case!0:T=&quot;legendonly&quot;;break;case!1:T=!1;break;case&quot;legendonly&quot;:T=!0}if(A)for(o=0;o&lt;d.length;o++)!1!==d[o].visible&amp;&amp;d[o].legendgroup===g&amp;&amp;R(d[o],T);else R(p,T)}else if(2===r){var k,E,L=!0;for(o=0;o&lt;d.length;o++)if(!(d[o]===p)&amp;&amp;!(k=A&amp;&amp;d[o].legendgroup===g)&amp;&amp;!0===d[o].visible&amp;&amp;!i.traceIs(d[o],&quot;notLegendIsolatable&quot;)){L=!1;break}for(o=0;o&lt;d.length;o++)if(!1!==d[o].visible&amp;&amp;!i.traceIs(d[o],&quot;notLegendIsolatable&quot;))switch(p.visible){case&quot;legendonly&quot;:R(d[o],!0);break;case!0:E=!!L||&quot;legendonly&quot;,k=d[o]===p||A&amp;&amp;d[o].legendgroup===g,R(d[o],!!k||E)}}for(o=0;o&lt;y.length;o++)if(l=y[o]){var S=l.constructUpdate(),C=Object.keys(S);for(s=0;s&lt;C.length;s++)u=C[s],(v[u]=v[u]||[])[b[o]]=S[u]}for(c=Object.keys(v),o=0;o&lt;c.length;o++)for(u=c[o],s=0;s&lt;m.length;s++)v[u].hasOwnProperty(s)||(v[u][s]=void 0);i.call(&quot;_guiRestyle&quot;,e,v,m)}}function O(t,e,r){var n=m.indexOf(t),i=v[e];return i||(i=v[e]=[]),-1===m.indexOf(t)&amp;&amp;(m.push(t),n=m.length-1),i[n]=r,n}function R(t,e){var r=t._fullInput;if(i.hasTransform(r,&quot;groupby&quot;)){var a=y[r.index];if(!a){var o=i.getTransformIndices(r,&quot;groupby&quot;),s=o[o.length-1];a=n.keyedContainer(r,&quot;transforms[&quot;+s+&quot;].styles&quot;,&quot;target&quot;,&quot;value.visible&quot;),y[r.index]=a}var l=a.get(t._group);void 0===l&amp;&amp;(l=!0),!1!==l&amp;&amp;a.set(t._group,e),b[r.index]=O(r.index,&quot;visible&quot;,!1!==r.visible)}else{var u=!1!==r.visible&amp;&amp;e;O(r.index,&quot;visible&quot;,u)}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],431:[function(t,e,r){&quot;use strict&quot;;r.isGrouped=function(t){return-1!==(t.traceorder||&quot;&quot;).indexOf(&quot;grouped&quot;)},r.isVertical=function(t){return&quot;h&quot;!==t.orientation},r.isReversed=function(t){return-1!==(t.traceorder||&quot;&quot;).indexOf(&quot;reversed&quot;)}},{}],432:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;legend&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;),style:t(&quot;./style&quot;)}},{&quot;./attributes&quot;:425,&quot;./defaults&quot;:427,&quot;./draw&quot;:428,&quot;./style&quot;:433}],433:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../color&quot;),l=t(&quot;../../traces/scatter/subtypes&quot;),u=t(&quot;../../traces/pie/style_one&quot;);e.exports=function(t,e){t.each(function(t){var r=n.select(this),i=a.ensureSingle(r,&quot;g&quot;,&quot;layers&quot;);i.style(&quot;opacity&quot;,t[0].trace.opacity);var o=e._fullLayout.legend.valign,s=t[0].lineHeight,l=t[0].height;if(&quot;middle&quot;!==o&amp;&amp;s&amp;&amp;l){var u={top:1,bottom:-1}[o]*(.5*(s-l+3));i.attr(&quot;transform&quot;,&quot;translate(0,&quot;+u+&quot;)&quot;)}else i.attr(&quot;transform&quot;,null);i.selectAll(&quot;g.legendfill&quot;).data([t]).enter().append(&quot;g&quot;).classed(&quot;legendfill&quot;,!0),i.selectAll(&quot;g.legendlines&quot;).data([t]).enter().append(&quot;g&quot;).classed(&quot;legendlines&quot;,!0);var c=i.selectAll(&quot;g.legendsymbols&quot;).data([t]);c.enter().append(&quot;g&quot;).classed(&quot;legendsymbols&quot;,!0),c.selectAll(&quot;g.legendpoints&quot;).data([t]).enter().append(&quot;g&quot;).classed(&quot;legendpoints&quot;,!0)}).each(function(t){var e=t[0].trace,r=[];&quot;waterfall&quot;===e.type&amp;&amp;e.visible&amp;&amp;(r=t[0].hasTotals?[[&quot;increasing&quot;,&quot;M-6,-6V6H0Z&quot;],[&quot;totals&quot;,&quot;M6,6H0L-6,-6H-0Z&quot;],[&quot;decreasing&quot;,&quot;M6,6V-6H0Z&quot;]]:[[&quot;increasing&quot;,&quot;M-6,-6V6H6Z&quot;],[&quot;decreasing&quot;,&quot;M6,6V-6H-6Z&quot;]]);var i=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendwaterfall&quot;).data(r);i.enter().append(&quot;path&quot;).classed(&quot;legendwaterfall&quot;,!0).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),i.exit().remove(),i.each(function(t){var r=n.select(this),i=e[t[0]].marker;r.attr(&quot;d&quot;,t[1]).style(&quot;stroke-width&quot;,i.line.width+&quot;px&quot;).call(s.fill,i.color),i.line.width&amp;&amp;r.call(s.stroke,i.line.color)})}).each(function(t){var e=t[0].trace,r=e.marker||{},a=r.line||{},o=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendbar&quot;).data(i.traceIs(e,&quot;bar&quot;)?[t]:[]);o.enter().append(&quot;path&quot;).classed(&quot;legendbar&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),o.exit().remove(),o.each(function(t){var e=n.select(this),i=t[0],o=(i.mlw+1||a.width+1)-1;e.style(&quot;stroke-width&quot;,o+&quot;px&quot;).call(s.fill,i.mc||r.color),o&amp;&amp;e.call(s.stroke,i.mlc||a.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendbox&quot;).data(i.traceIs(e,&quot;box-violin&quot;)&amp;&amp;e.visible?[t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendbox&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),r.exit().remove(),r.each(function(){var t=e.line.width,r=n.select(this);r.style(&quot;stroke-width&quot;,t+&quot;px&quot;).call(s.fill,e.fillcolor),t&amp;&amp;s.stroke(r,e.line.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendpie&quot;).data(i.traceIs(e,&quot;pie&quot;)&amp;&amp;e.visible?[t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendpie&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),r.exit().remove(),r.size()&amp;&amp;r.call(u,t[0],e)}).each(function(t){var r=t[0].trace,i=r.visible&amp;&amp;r.fill&amp;&amp;&quot;none&quot;!==r.fill,a=l.hasLines(r),s=r.contours,u=!1,c=!1;if(s){var f=s.coloring;&quot;lines&quot;===f?u=!0:a=&quot;none&quot;===f||&quot;heatmap&quot;===f||s.showlines,&quot;constraint&quot;===s.type?i=&quot;=&quot;!==s._operation:&quot;fill&quot;!==f&amp;&amp;&quot;heatmap&quot;!==f||(c=!0)}var h=l.hasMarkers(r)||l.hasText(r),d=i||c,p=a||u,g=h||!d?&quot;M5,0&quot;:p?&quot;M5,-2&quot;:&quot;M5,-3&quot;,v=n.select(this),m=v.select(&quot;.legendfill&quot;).selectAll(&quot;path&quot;).data(i||c?[t]:[]);m.enter().append(&quot;path&quot;).classed(&quot;js-fill&quot;,!0),m.exit().remove(),m.attr(&quot;d&quot;,g+&quot;h30v6h-30z&quot;).call(i?o.fillGroupStyle:function(t){if(t.size()){var n=&quot;legendfill-&quot;+r.uid;o.gradient(t,e,n,&quot;horizontalreversed&quot;,r.colorscale,&quot;fill&quot;)}});var y=v.select(&quot;.legendlines&quot;).selectAll(&quot;path&quot;).data(a||u?[t]:[]);y.enter().append(&quot;path&quot;).classed(&quot;js-line&quot;,!0),y.exit().remove(),y.attr(&quot;d&quot;,g+(u?&quot;l30,0.0001&quot;:&quot;h30&quot;)).call(a?o.lineGroupStyle:function(t){if(t.size()){var n=&quot;legendline-&quot;+r.uid;o.lineGroupStyle(t),o.gradient(t,e,n,&quot;horizontalreversed&quot;,r.colorscale,&quot;stroke&quot;)}})}).each(function(t){var r,i,s=t[0],u=s.trace,c=l.hasMarkers(u),f=l.hasText(u),h=l.hasLines(u);function d(t,e,r){var n=a.nestedProperty(u,t).get(),i=a.isArrayOrTypedArray(n)&amp;&amp;e?e(n):n;if(r){if(i&lt;r[0])return r[0];if(i&gt;r[1])return r[1]}return i}function p(t){return t[0]}if(c||f||h){var g={},v={};if(c){g.mc=d(&quot;marker.color&quot;,p),g.mx=d(&quot;marker.symbol&quot;,p),g.mo=d(&quot;marker.opacity&quot;,a.mean,[.2,1]),g.mlc=d(&quot;marker.line.color&quot;,p),g.mlw=d(&quot;marker.line.width&quot;,a.mean,[0,5]),v.marker={sizeref:1,sizemin:1,sizemode:&quot;diameter&quot;};var m=d(&quot;marker.size&quot;,a.mean,[2,16]);g.ms=m,v.marker.size=m}h&amp;&amp;(v.line={width:d(&quot;line.width&quot;,p,[0,10])}),f&amp;&amp;(g.tx=&quot;Aa&quot;,g.tp=d(&quot;textposition&quot;,p),g.ts=10,g.tc=d(&quot;textfont.color&quot;,p),g.tf=d(&quot;textfont.family&quot;,p)),r=[a.minExtend(s,g)],(i=a.minExtend(u,v)).selectedpoints=null}var y=n.select(this).select(&quot;g.legendpoints&quot;),b=y.selectAll(&quot;path.scatterpts&quot;).data(c?r:[]);b.enter().insert(&quot;path&quot;,&quot;:first-child&quot;).classed(&quot;scatterpts&quot;,!0).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),b.exit().remove(),b.call(o.pointStyle,i,e),c&amp;&amp;(r[0].mrc=3);var x=y.selectAll(&quot;g.pointtext&quot;).data(f?r:[]);x.enter().append(&quot;g&quot;).classed(&quot;pointtext&quot;,!0).append(&quot;text&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),x.exit().remove(),x.selectAll(&quot;text&quot;).call(o.textPointStyle,i,e)}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendcandle&quot;).data(&quot;candlestick&quot;===e.type&amp;&amp;e.visible?[t,t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendcandle&quot;,!0).attr(&quot;d&quot;,function(t,e){return e?&quot;M-15,0H-8M-8,6V-6H8Z&quot;:&quot;M15,0H8M8,-6V6H-8Z&quot;}).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),r.exit().remove(),r.each(function(t,r){var i=e[r?&quot;increasing&quot;:&quot;decreasing&quot;],a=i.line.width,o=n.select(this);o.style(&quot;stroke-width&quot;,a+&quot;px&quot;).call(s.fill,i.fillcolor),a&amp;&amp;s.stroke(o,i.line.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendohlc&quot;).data(&quot;ohlc&quot;===e.type&amp;&amp;e.visible?[t,t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendohlc&quot;,!0).attr(&quot;d&quot;,function(t,e){return e?&quot;M-15,0H0M-8,-6V0&quot;:&quot;M15,0H0M8,6V0&quot;}).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),r.exit().remove(),r.each(function(t,r){var i=e[r?&quot;increasing&quot;:&quot;decreasing&quot;],a=i.line.width,l=n.select(this);l.style(&quot;fill&quot;,&quot;none&quot;).call(o.dashLine,i.line.dash,a),a&amp;&amp;s.stroke(l,i.line.color)})})}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../../traces/pie/style_one&quot;:614,&quot;../../traces/scatter/subtypes&quot;:640,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81}],434:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../../plots/cartesian/axis_ids&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../../build/ploticon&quot;),l=o._,u=e.exports={};function c(t,e){var r,i,o=e.currentTarget,s=o.getAttribute(&quot;data-attr&quot;),l=o.getAttribute(&quot;data-val&quot;)||!0,u=t._fullLayout,c={},f=a.list(t,null,!0),h=&quot;on&quot;;if(&quot;zoom&quot;===s){var d,p=&quot;in&quot;===l?.5:2,g=(1+p)/2,v=(1-p)/2;for(i=0;i&lt;f.length;i++)if(!(r=f[i]).fixedrange)if(d=r._name,&quot;auto&quot;===l)c[d+&quot;.autorange&quot;]=!0;else if(&quot;reset&quot;===l){if(void 0===r._rangeInitial)c[d+&quot;.autorange&quot;]=!0;else{var m=r._rangeInitial.slice();c[d+&quot;.range[0]&quot;]=m[0],c[d+&quot;.range[1]&quot;]=m[1]}void 0!==r._showSpikeInitial&amp;&amp;(c[d+&quot;.showspikes&quot;]=r._showSpikeInitial,&quot;on&quot;!==h||r._showSpikeInitial||(h=&quot;off&quot;))}else{var y=[r.r2l(r.range[0]),r.r2l(r.range[1])],b=[g*y[0]+v*y[1],g*y[1]+v*y[0]];c[d+&quot;.range[0]&quot;]=r.l2r(b[0]),c[d+&quot;.range[1]&quot;]=r.l2r(b[1])}u._cartesianSpikesEnabled=h}else{if(&quot;hovermode&quot;!==s||&quot;x&quot;!==l&amp;&amp;&quot;y&quot;!==l){if(&quot;hovermode&quot;===s&amp;&amp;&quot;closest&quot;===l){for(i=0;i&lt;f.length;i++)r=f[i],&quot;on&quot;!==h||r.showspikes||(h=&quot;off&quot;);u._cartesianSpikesEnabled=h}}else l=u._isHoriz?&quot;y&quot;:&quot;x&quot;,o.setAttribute(&quot;data-val&quot;,l);c[s]=l}n.call(&quot;_guiRelayout&quot;,t,c)}function f(t,e){for(var r=e.currentTarget,i=r.getAttribute(&quot;data-attr&quot;),a=r.getAttribute(&quot;data-val&quot;)||!0,o=t._fullLayout._subplots.gl3d,s={},l=i.split(&quot;.&quot;),u=0;u&lt;o.length;u++)s[o[u]+&quot;.&quot;+l[1]]=a;var c=&quot;pan&quot;===a?a:&quot;zoom&quot;;s.dragmode=c,n.call(&quot;_guiRelayout&quot;,t,s)}function h(t,e){for(var r=e.currentTarget.getAttribute(&quot;data-attr&quot;),i=t._fullLayout,a=i._subplots.gl3d,o={},s=0;s&lt;a.length;s++){var l=a[s],u=l+&quot;.camera&quot;,c=i[l]._scene;&quot;resetLastSave&quot;===r?(o[u+&quot;.up&quot;]=c.viewInitial.up,o[u+&quot;.eye&quot;]=c.viewInitial.eye,o[u+&quot;.center&quot;]=c.viewInitial.center):&quot;resetDefault&quot;===r&amp;&amp;(o[u+&quot;.up&quot;]=null,o[u+&quot;.eye&quot;]=null,o[u+&quot;.center&quot;]=null)}n.call(&quot;_guiRelayout&quot;,t,o)}function d(t,e){var r=e.currentTarget,n=r._previousVal,i=t._fullLayout,a=i._subplots.gl3d,o=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;],s={},l={};if(n)l=n,r._previousVal=null;else{for(var u=0;u&lt;a.length;u++){var c=a[u],f=i[c],h=c+&quot;.hovermode&quot;;s[h]=f.hovermode,l[h]=!1;for(var d=0;d&lt;3;d++){var p=o[d],g=c+&quot;.&quot;+p+&quot;.showspikes&quot;;l[g]=!1,s[g]=f[p].showspikes}}r._previousVal=s}return l}function p(t,e){for(var r=e.currentTarget,i=r.getAttribute(&quot;data-attr&quot;),a=r.getAttribute(&quot;data-val&quot;)||!0,o=t._fullLayout,s=o._subplots.geo,l=0;l&lt;s.length;l++){var u=s[l],c=o[u];if(&quot;zoom&quot;===i){var f=c.projection.scale,h=&quot;in&quot;===a?2*f:.5*f;n.call(&quot;_guiRelayout&quot;,t,u+&quot;.projection.scale&quot;,h)}else&quot;reset&quot;===i&amp;&amp;m(t,&quot;geo&quot;)}}function g(t){var e=t._fullLayout;return!e.hovermode&amp;&amp;(e._has(&quot;cartesian&quot;)?e._isHoriz?&quot;y&quot;:&quot;x&quot;:&quot;closest&quot;)}function v(t){var e=g(t);n.call(&quot;_guiRelayout&quot;,t,&quot;hovermode&quot;,e)}function m(t,e){for(var r=t._fullLayout,i=r._subplots[e],a={},o=0;o&lt;i.length;o++)for(var s=i[o],l=r[s]._subplot.viewInitial,u=Object.keys(l),c=0;c&lt;u.length;c++){var f=u[c];a[s+&quot;.&quot;+f]=l[f]}n.call(&quot;_guiRelayout&quot;,t,a)}u.toImage={name:&quot;toImage&quot;,title:function(t){var e=(t._context.toImageButtonOptions||{}).format||&quot;png&quot;;return l(t,&quot;png&quot;===e?&quot;Download plot as a png&quot;:&quot;Download plot&quot;)},icon:s.camera,click:function(t){var e=t._context.toImageButtonOptions,r={format:e.format||&quot;png&quot;};o.notifier(l(t,&quot;Taking snapshot - this may take a few seconds&quot;),&quot;long&quot;),&quot;svg&quot;!==r.format&amp;&amp;o.isIE()&amp;&amp;(o.notifier(l(t,&quot;IE only supports svg.  Changing format to svg.&quot;),&quot;long&quot;),r.format=&quot;svg&quot;),[&quot;filename&quot;,&quot;width&quot;,&quot;height&quot;,&quot;scale&quot;].forEach(function(t){e[t]&amp;&amp;(r[t]=e[t])}),n.call(&quot;downloadImage&quot;,t,r).then(function(e){o.notifier(l(t,&quot;Snapshot succeeded&quot;)+&quot; - &quot;+e,&quot;long&quot;)}).catch(function(){o.notifier(l(t,&quot;Sorry, there was a problem downloading your snapshot!&quot;),&quot;long&quot;)})}},u.sendDataToCloud={name:&quot;sendDataToCloud&quot;,title:function(t){return l(t,&quot;Edit in Chart Studio&quot;)},icon:s.disk,click:function(t){i.sendDataToCloud(t)}},u.zoom2d={name:&quot;zoom2d&quot;,title:function(t){return l(t,&quot;Zoom&quot;)},attr:&quot;dragmode&quot;,val:&quot;zoom&quot;,icon:s.zoombox,click:c},u.pan2d={name:&quot;pan2d&quot;,title:function(t){return l(t,&quot;Pan&quot;)},attr:&quot;dragmode&quot;,val:&quot;pan&quot;,icon:s.pan,click:c},u.select2d={name:&quot;select2d&quot;,title:function(t){return l(t,&quot;Box Select&quot;)},attr:&quot;dragmode&quot;,val:&quot;select&quot;,icon:s.selectbox,click:c},u.lasso2d={name:&quot;lasso2d&quot;,title:function(t){return l(t,&quot;Lasso Select&quot;)},attr:&quot;dragmode&quot;,val:&quot;lasso&quot;,icon:s.lasso,click:c},u.zoomIn2d={name:&quot;zoomIn2d&quot;,title:function(t){return l(t,&quot;Zoom in&quot;)},attr:&quot;zoom&quot;,val:&quot;in&quot;,icon:s.zoom_plus,click:c},u.zoomOut2d={name:&quot;zoomOut2d&quot;,title:function(t){return l(t,&quot;Zoom out&quot;)},attr:&quot;zoom&quot;,val:&quot;out&quot;,icon:s.zoom_minus,click:c},u.autoScale2d={name:&quot;autoScale2d&quot;,title:function(t){return l(t,&quot;Autoscale&quot;)},attr:&quot;zoom&quot;,val:&quot;auto&quot;,icon:s.autoscale,click:c},u.resetScale2d={name:&quot;resetScale2d&quot;,title:function(t){return l(t,&quot;Reset axes&quot;)},attr:&quot;zoom&quot;,val:&quot;reset&quot;,icon:s.home,click:c},u.hoverClosestCartesian={name:&quot;hoverClosestCartesian&quot;,title:function(t){return l(t,&quot;Show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:&quot;closest&quot;,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:c},u.hoverCompareCartesian={name:&quot;hoverCompareCartesian&quot;,title:function(t){return l(t,&quot;Compare data on hover&quot;)},attr:&quot;hovermode&quot;,val:function(t){return t._fullLayout._isHoriz?&quot;y&quot;:&quot;x&quot;},icon:s.tooltip_compare,gravity:&quot;ne&quot;,click:c},u.zoom3d={name:&quot;zoom3d&quot;,title:function(t){return l(t,&quot;Zoom&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;zoom&quot;,icon:s.zoombox,click:f},u.pan3d={name:&quot;pan3d&quot;,title:function(t){return l(t,&quot;Pan&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;pan&quot;,icon:s.pan,click:f},u.orbitRotation={name:&quot;orbitRotation&quot;,title:function(t){return l(t,&quot;Orbital rotation&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;orbit&quot;,icon:s[&quot;3d_rotate&quot;],click:f},u.tableRotation={name:&quot;tableRotation&quot;,title:function(t){return l(t,&quot;Turntable rotation&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;turntable&quot;,icon:s[&quot;z-axis&quot;],click:f},u.resetCameraDefault3d={name:&quot;resetCameraDefault3d&quot;,title:function(t){return l(t,&quot;Reset camera to default&quot;)},attr:&quot;resetDefault&quot;,icon:s.home,click:h},u.resetCameraLastSave3d={name:&quot;resetCameraLastSave3d&quot;,title:function(t){return l(t,&quot;Reset camera to last save&quot;)},attr:&quot;resetLastSave&quot;,icon:s.movie,click:h},u.hoverClosest3d={name:&quot;hoverClosest3d&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:function(t,e){var r=d(t,e);n.call(&quot;_guiRelayout&quot;,t,r)}},u.zoomInGeo={name:&quot;zoomInGeo&quot;,title:function(t){return l(t,&quot;Zoom in&quot;)},attr:&quot;zoom&quot;,val:&quot;in&quot;,icon:s.zoom_plus,click:p},u.zoomOutGeo={name:&quot;zoomOutGeo&quot;,title:function(t){return l(t,&quot;Zoom out&quot;)},attr:&quot;zoom&quot;,val:&quot;out&quot;,icon:s.zoom_minus,click:p},u.resetGeo={name:&quot;resetGeo&quot;,title:function(t){return l(t,&quot;Reset&quot;)},attr:&quot;reset&quot;,val:null,icon:s.autoscale,click:p},u.hoverClosestGeo={name:&quot;hoverClosestGeo&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.hoverClosestGl2d={name:&quot;hoverClosestGl2d&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.hoverClosestPie={name:&quot;hoverClosestPie&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:&quot;closest&quot;,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.toggleHover={name:&quot;toggleHover&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(&quot;_guiRelayout&quot;,t,r)}},u.resetViews={name:&quot;resetViews&quot;,title:function(t){return l(t,&quot;Reset views&quot;)},icon:s.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(&quot;data-attr&quot;,&quot;zoom&quot;),r.setAttribute(&quot;data-val&quot;,&quot;reset&quot;),c(t,e),r.setAttribute(&quot;data-attr&quot;,&quot;resetLastSave&quot;),h(t,e),m(t,&quot;geo&quot;),m(t,&quot;mapbox&quot;)}},u.toggleSpikelines={name:&quot;toggleSpikelines&quot;,title:function(t){return l(t,&quot;Toggle Spike Lines&quot;)},icon:s.spikeline,attr:&quot;_cartesianSpikesEnabled&quot;,val:&quot;on&quot;,click:function(t){var e=t._fullLayout;e._cartesianSpikesEnabled=&quot;on&quot;===e._cartesianSpikesEnabled?&quot;off&quot;:&quot;on&quot;;var r=function(t){for(var e,r,n=t._fullLayout,i=a.list(t,null,!0),o={},s=0;s&lt;i.length;s++)e=i[s],r=e._name,o[r+&quot;.showspikes&quot;]=&quot;on&quot;===n._cartesianSpikesEnabled||e._showSpikeInitial;return o}(t);n.call(&quot;_guiRelayout&quot;,t,r)}},u.resetViewMapbox={name:&quot;resetViewMapbox&quot;,title:function(t){return l(t,&quot;Reset view&quot;)},attr:&quot;reset&quot;,icon:s.home,click:function(t){m(t,&quot;mapbox&quot;)}}},{&quot;../../../build/ploticon&quot;:2,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592}],435:[function(t,e,r){&quot;use strict&quot;;r.manage=t(&quot;./manage&quot;)},{&quot;./manage&quot;:436}],436:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;),i=t(&quot;../../traces/scatter/subtypes&quot;),a=t(&quot;../../registry&quot;),o=t(&quot;./modebar&quot;),s=t(&quot;./buttons&quot;);e.exports=function(t){var e=t._fullLayout,r=t._context,l=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([&quot;*modeBarButtonsToRemove* configuration options&quot;,&quot;must be an array.&quot;].join(&quot; &quot;));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([&quot;*modeBarButtonsToAdd* configuration options&quot;,&quot;must be an array.&quot;].join(&quot; &quot;));var u,c=r.modeBarButtons;u=Array.isArray(c)&amp;&amp;c.length?function(t){for(var e=0;e&lt;t.length;e++)for(var r=t[e],n=0;n&lt;r.length;n++){var i=r[n];if(&quot;string&quot;==typeof i){if(void 0===s[i])throw new Error([&quot;*modeBarButtons* configuration options&quot;,&quot;invalid button name&quot;].join(&quot; &quot;));t[e][n]=s[i]}}return t}(c):!r.displayModeBar&amp;&amp;r.watermark?[]:function(t,e,r,o){var l=t._fullLayout,u=t._fullData,c=l._has(&quot;cartesian&quot;),f=l._has(&quot;gl3d&quot;),h=l._has(&quot;geo&quot;),d=l._has(&quot;pie&quot;),p=l._has(&quot;gl2d&quot;),g=l._has(&quot;ternary&quot;),v=l._has(&quot;mapbox&quot;),m=l._has(&quot;polar&quot;),y=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r&lt;e.length;r++)if(!e[r].fixedrange)return!1;return!0}(l),b=[];function x(t){if(t.length){for(var r=[],n=0;n&lt;t.length;n++){var i=t[n];-1===e.indexOf(i)&amp;&amp;r.push(s[i])}b.push(r)}}var _=[&quot;toImage&quot;];o&amp;&amp;_.push(&quot;sendDataToCloud&quot;);x(_);var w=[],A=[],M=[],T=[];(c||p||d||g)+h+f+v+m&gt;1?(A=[&quot;toggleHover&quot;],M=[&quot;resetViews&quot;]):h?(w=[&quot;zoomInGeo&quot;,&quot;zoomOutGeo&quot;],A=[&quot;hoverClosestGeo&quot;],M=[&quot;resetGeo&quot;]):f?(A=[&quot;hoverClosest3d&quot;],M=[&quot;resetCameraDefault3d&quot;,&quot;resetCameraLastSave3d&quot;]):v?(A=[&quot;toggleHover&quot;],M=[&quot;resetViewMapbox&quot;]):A=p?[&quot;hoverClosestGl2d&quot;]:d?[&quot;hoverClosestPie&quot;]:[&quot;toggleHover&quot;];c&amp;&amp;(A=[&quot;toggleSpikelines&quot;,&quot;hoverClosestCartesian&quot;,&quot;hoverCompareCartesian&quot;]);!c&amp;&amp;!p||y||(w=[&quot;zoomIn2d&quot;,&quot;zoomOut2d&quot;,&quot;autoScale2d&quot;],&quot;resetViews&quot;!==M[0]&amp;&amp;(M=[&quot;resetScale2d&quot;]));f?T=[&quot;zoom3d&quot;,&quot;pan3d&quot;,&quot;orbitRotation&quot;,&quot;tableRotation&quot;]:(c||p)&amp;&amp;!y||g?T=[&quot;zoom2d&quot;,&quot;pan2d&quot;]:v||h?T=[&quot;pan2d&quot;]:m&amp;&amp;(T=[&quot;zoom2d&quot;]);(function(t){for(var e=!1,r=0;r&lt;t.length&amp;&amp;!e;r++){var n=t[r];n._module&amp;&amp;n._module.selectPoints&amp;&amp;(a.traceIs(n,&quot;scatter-like&quot;)?(i.hasMarkers(n)||i.hasText(n))&amp;&amp;(e=!0):a.traceIs(n,&quot;box-violin&quot;)&amp;&amp;&quot;all&quot;!==n.boxpoints&amp;&amp;&quot;all&quot;!==n.points||(e=!0))}return e})(u)&amp;&amp;T.push(&quot;select2d&quot;,&quot;lasso2d&quot;);return x(T),x(w.concat(M)),x(A),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r&lt;e.length;r++)t.push(e[r]);else t.push(e);return t}(b,r)}(t,r.modeBarButtonsToRemove,r.modeBarButtonsToAdd,r.showSendToCloud),l?l.update(t,u):e._modeBar=o(t,u)}else l&amp;&amp;(l.destroy(),delete e._modeBar)}},{&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../registry&quot;:592,&quot;../../traces/scatter/subtypes&quot;:640,&quot;./buttons&quot;:434,&quot;./modebar&quot;:437}],437:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../../../build/ploticon&quot;),s=new DOMParser;function l(t){this.container=t.container,this.element=document.createElement(&quot;div&quot;),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var u=l.prototype;u.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=&quot;modebar-&quot;+n._uid;this.element.setAttribute(&quot;id&quot;,i),this._uid=i,this.element.className=&quot;modebar&quot;,&quot;hover&quot;===r.displayModeBar&amp;&amp;(this.element.className+=&quot; modebar--hover ease-bg&quot;),&quot;v&quot;===n.modebar.orientation&amp;&amp;(this.element.className+=&quot; vertical&quot;,e=e.reverse());var o=n.modebar,s=&quot;hover&quot;===r.displayModeBar?&quot;.js-plotly-plot .plotly:hover &quot;:&quot;&quot;;a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+&quot;#&quot;+i+&quot; .modebar-group&quot;,&quot;background-color: &quot;+o.bgcolor),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn .icon path&quot;,&quot;fill: &quot;+o.color),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn:hover .icon path&quot;,&quot;fill: &quot;+o.activecolor),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn.active .icon path&quot;,&quot;fill: &quot;+o.activecolor);var l=!this.hasButtons(e),u=this.hasLogo!==r.displaylogo,c=this.locale!==r.locale;if(this.locale=r.locale,(l||u||c)&amp;&amp;(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&amp;&amp;(f.className=f.className+&quot; watermark&quot;),&quot;v&quot;===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(&quot;must provide button &#x27;name&#x27; in button config&quot;);if(-1!==e.buttonsNames.indexOf(n))throw new Error(&quot;button name &#x27;&quot;+n+&quot;&#x27; is taken&quot;);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(&quot;div&quot;);return t.className=&quot;modebar-group&quot;,t},u.createButton=function(t){var e=this,r=document.createElement(&quot;a&quot;);r.setAttribute(&quot;rel&quot;,&quot;tooltip&quot;),r.className=&quot;modebar-btn&quot;;var i=t.title;void 0===i?i=t.name:&quot;function&quot;==typeof i&amp;&amp;(i=i(this.graphInfo)),(i||0===i)&amp;&amp;r.setAttribute(&quot;data-title&quot;,i),void 0!==t.attr&amp;&amp;r.setAttribute(&quot;data-attr&quot;,t.attr);var a=t.val;if(void 0!==a&amp;&amp;(&quot;function&quot;==typeof a&amp;&amp;(a=a(this.graphInfo)),r.setAttribute(&quot;data-val&quot;,a)),&quot;function&quot;!=typeof t.click)throw new Error(&quot;must provide button &#x27;click&#x27; function in button config&quot;);r.addEventListener(&quot;click&quot;,function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)}),r.setAttribute(&quot;data-toggle&quot;,t.toggle||!1),t.toggle&amp;&amp;n.select(r).classed(&quot;active&quot;,!0);var s=t.icon;return&quot;function&quot;==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(&quot;data-gravity&quot;,t.gravity||&quot;n&quot;),r},u.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=&quot;http://www.w3.org/2000/svg&quot;;if(t.path){(e=document.createElementNS(n,&quot;svg&quot;)).setAttribute(&quot;viewBox&quot;,[0,0,t.width,r].join(&quot; &quot;)),e.setAttribute(&quot;class&quot;,&quot;icon&quot;);var a=document.createElementNS(n,&quot;path&quot;);a.setAttribute(&quot;d&quot;,t.path),t.transform?a.setAttribute(&quot;transform&quot;,t.transform):void 0!==t.ascent&amp;&amp;a.setAttribute(&quot;transform&quot;,&quot;matrix(1 0 0 -1 0 &quot;+t.ascent+&quot;)&quot;),e.appendChild(a)}t.svg&amp;&amp;(e=s.parseFromString(t.svg,&quot;application/xml&quot;).childNodes[0]);return e.setAttribute(&quot;height&quot;,&quot;1em&quot;),e.setAttribute(&quot;width&quot;,&quot;1em&quot;),e},u.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(&quot;data-attr&quot;):null;this.buttonElements.forEach(function(t){var i=t.getAttribute(&quot;data-val&quot;)||!0,o=t.getAttribute(&quot;data-attr&quot;),s=&quot;true&quot;===t.getAttribute(&quot;data-toggle&quot;),l=n.select(t);if(s)o===r&amp;&amp;l.classed(&quot;active&quot;,!l.classed(&quot;active&quot;));else{var u=null===o?o:a.nestedProperty(e,o).get();l.classed(&quot;active&quot;,u===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&lt;t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n&lt;t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},u.getLogo=function(){var t=this.createGroup(),e=document.createElement(&quot;a&quot;);return e.href=&quot;https://plot.ly/&quot;,e.target=&quot;_blank&quot;,e.setAttribute(&quot;data-title&quot;,a._(this.graphInfo,&quot;Produced with Plotly&quot;)),e.className=&quot;modebar-btn plotlyjsicon modebar-btn--logo&quot;,e.appendChild(this.createIcon(o.newplotlylogo)),t.appendChild(e),t},u.removeAllButtons=function(){for(;this.element.firstChild;)this.element.removeChild(this.element.firstChild);this.hasLogo=!1},u.destroy=function(){a.removeElement(this.container.querySelector(&quot;.modebar&quot;)),a.deleteRelatedStyleRule(this._uid)},e.exports=function(t,e){var r=t._fullLayout,i=new l({graphInfo:t,container:r._modebardiv.node(),buttons:e});return r._privateplot&amp;&amp;n.select(i.element).append(&quot;span&quot;).classed(&quot;badge-private float--left&quot;,!0).text(&quot;PRIVATE&quot;),i}},{&quot;../../../build/ploticon&quot;:2,&quot;../../lib&quot;:495,d3:81,&quot;fast-isnumeric&quot;:90}],438:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;),a=(0,t(&quot;../../plot_api/plot_template&quot;).templatedArray)(&quot;button&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},step:{valType:&quot;enumerated&quot;,values:[&quot;month&quot;,&quot;year&quot;,&quot;day&quot;,&quot;hour&quot;,&quot;minute&quot;,&quot;second&quot;,&quot;all&quot;],dflt:&quot;month&quot;,editType:&quot;plot&quot;},stepmode:{valType:&quot;enumerated&quot;,values:[&quot;backward&quot;,&quot;todate&quot;],dflt:&quot;backward&quot;,editType:&quot;plot&quot;},count:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;plot&quot;},label:{valType:&quot;string&quot;,editType:&quot;plot&quot;},editType:&quot;plot&quot;});e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},buttons:a,x:{valType:&quot;number&quot;,min:-2,max:3,editType:&quot;plot&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;plot&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,editType:&quot;plot&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;bottom&quot;,editType:&quot;plot&quot;},font:n({editType:&quot;plot&quot;}),bgcolor:{valType:&quot;color&quot;,dflt:i.lightLine,editType:&quot;plot&quot;},activecolor:{valType:&quot;color&quot;,editType:&quot;plot&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;plot&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},editType:&quot;plot&quot;}},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/font_attributes&quot;:567,&quot;../color/attributes&quot;:375}],439:[function(t,e,r){&quot;use strict&quot;;e.exports={yPad:.02,minButtonWidth:30,rx:3,ry:3,lightAmount:25,darkAmount:10}},{}],440:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../color&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;../../plots/array_container_defaults&quot;),s=t(&quot;./attributes&quot;),l=t(&quot;./constants&quot;);function u(t,e,r,i){var a=i.calendar;function o(r,i){return n.coerce(t,e,s.buttons,r,i)}if(o(&quot;visible&quot;)){var l=o(&quot;step&quot;);&quot;all&quot;!==l&amp;&amp;(!a||&quot;gregorian&quot;===a||&quot;month&quot;!==l&amp;&amp;&quot;year&quot;!==l?o(&quot;stepmode&quot;):e.stepmode=&quot;backward&quot;,o(&quot;count&quot;)),o(&quot;label&quot;)}}e.exports=function(t,e,r,c,f){var h=t.rangeselector||{},d=a.newContainer(e,&quot;rangeselector&quot;);function p(t,e){return n.coerce(h,d,s,t,e)}if(p(&quot;visible&quot;,o(h,d,{name:&quot;buttons&quot;,handleItemDefaults:u,calendar:f}).length&gt;0)){var g=function(t,e,r){for(var n=r.filter(function(r){return e[r].anchor===t._id}),i=0,a=0;a&lt;n.length;a++){var o=e[n[a]].domain;o&amp;&amp;(i=Math.max(o[1],i))}return[t.domain[0],i+l.yPad]}(e,r,c);p(&quot;x&quot;,g[0]),p(&quot;y&quot;,g[1]),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),p(&quot;xanchor&quot;),p(&quot;yanchor&quot;),n.coerceFont(p,&quot;font&quot;,r.font);var v=p(&quot;bgcolor&quot;);p(&quot;activecolor&quot;,i.contrast(v,l.lightAmount,l.darkAmount)),p(&quot;bordercolor&quot;),p(&quot;borderwidth&quot;)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/array_container_defaults&quot;:537,&quot;../color&quot;:376,&quot;./attributes&quot;:438,&quot;./constants&quot;:439}],441:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../color&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../../lib&quot;),u=t(&quot;../../lib/svg_text_utils&quot;),c=t(&quot;../../plots/cartesian/axis_ids&quot;),f=t(&quot;../../constants/alignment&quot;),h=f.LINE_SPACING,d=f.FROM_TL,p=f.FROM_BR,g=t(&quot;./constants&quot;),v=t(&quot;./get_update_object&quot;);function m(t){return t._id}function y(t,e,r){var n=l.ensureSingle(t,&quot;rect&quot;,&quot;selector-rect&quot;,function(t){t.attr(&quot;shape-rendering&quot;,&quot;crispEdges&quot;)});n.attr({rx:g.rx,ry:g.ry}),n.call(o.stroke,e.bordercolor).call(o.fill,function(t,e){return e._isActive||e._isHovered?t.activecolor:t.bgcolor}(e,r)).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;)}function b(t,e,r,n){l.ensureSingle(t,&quot;text&quot;,&quot;selector-text&quot;,function(t){t.classed(&quot;user-select-none&quot;,!0).attr(&quot;text-anchor&quot;,&quot;middle&quot;)}).call(s.font,e.font).text(function(t,e){if(t.label)return e?l.templateString(t.label,{meta:e}):t.label;return&quot;all&quot;===t.step?&quot;all&quot;:t.count+t.step.charAt(0)}(r,n._fullLayout.meta)).call(function(t){u.convertToTspans(t,n)})}e.exports=function(t){var e=t._fullLayout._infolayer.selectAll(&quot;.rangeselector&quot;).data(function(t){for(var e=c.list(t,&quot;x&quot;,!0),r=[],n=0;n&lt;e.length;n++){var i=e[n];i.rangeselector&amp;&amp;i.rangeselector.visible&amp;&amp;r.push(i)}return r}(t),m);e.enter().append(&quot;g&quot;).classed(&quot;rangeselector&quot;,!0),e.exit().remove(),e.style({cursor:&quot;pointer&quot;,&quot;pointer-events&quot;:&quot;all&quot;}),e.each(function(e){var r=n.select(this),o=e,c=o.rangeselector,f=r.selectAll(&quot;g.button&quot;).data(l.filterVisible(c.buttons));f.enter().append(&quot;g&quot;).classed(&quot;button&quot;,!0),f.exit().remove(),f.each(function(e){var r=n.select(this),a=v(o,e);e._isActive=function(t,e,r){if(&quot;all&quot;===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&amp;&amp;t.range[1]===r[n[1]]}(o,e,a),r.call(y,c,e),r.call(b,c,e,t),r.on(&quot;click&quot;,function(){t._dragged||i.call(&quot;_guiRelayout&quot;,t,a)}),r.on(&quot;mouseover&quot;,function(){e._isHovered=!0,r.call(y,c,e)}),r.on(&quot;mouseout&quot;,function(){e._isHovered=!1,r.call(y,c,e)})}),function(t,e,r,i,o){var c=0,f=0,v=r.borderwidth;e.each(function(){var t=n.select(this),e=t.select(&quot;.selector-text&quot;),i=r.font.size*h,a=Math.max(i*u.lineCount(e),16)+3;f=Math.max(f,a)}),e.each(function(){var t=n.select(this),e=t.select(&quot;.selector-rect&quot;),i=t.select(&quot;.selector-text&quot;),a=i.node()&amp;&amp;s.bBox(i.node()).width,o=r.font.size*h,l=u.lineCount(i),d=Math.max(a+10,g.minButtonWidth);t.attr(&quot;transform&quot;,&quot;translate(&quot;+(v+c)+&quot;,&quot;+v+&quot;)&quot;),e.attr({x:0,y:0,width:d,height:f}),u.positionText(i,d/2,f/2-(l-1)*o/2+3),c+=d+5});var m=t._fullLayout._size,y=m.l+m.w*r.x,b=m.t+m.h*(1-r.y),x=&quot;left&quot;;l.isRightAnchor(r)&amp;&amp;(y-=c,x=&quot;right&quot;);l.isCenterAnchor(r)&amp;&amp;(y-=c/2,x=&quot;center&quot;);var _=&quot;top&quot;;l.isBottomAnchor(r)&amp;&amp;(b-=f,_=&quot;bottom&quot;);l.isMiddleAnchor(r)&amp;&amp;(b-=f/2,_=&quot;middle&quot;);c=Math.ceil(c),f=Math.ceil(f),y=Math.round(y),b=Math.round(b),a.autoMargin(t,i+&quot;-range-selector&quot;,{x:r.x,y:r.y,l:c*d[x],r:c*p[x],b:f*p[_],t:f*d[_]}),o.attr(&quot;transform&quot;,&quot;translate(&quot;+y+&quot;,&quot;+b+&quot;)&quot;)}(t,f,c,o._name,r)})}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:439,&quot;./get_update_object&quot;:442,d3:81}],442:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;);e.exports=function(t,e){var r=t._name,i={};if(&quot;all&quot;===e.step)i[r+&quot;.autorange&quot;]=!0;else{var a=function(t,e){var r,i=t.range,a=new Date(t.r2l(i[1])),o=e.step,s=e.count;switch(e.stepmode){case&quot;backward&quot;:r=t.l2r(+n.time[o].utc.offset(a,-s));break;case&quot;todate&quot;:var l=n.time[o].utc.offset(a,-s);r=t.l2r(+n.time[o].utc.ceil(l))}var u=i[1];return[r,u]}(t,e);i[r+&quot;.range[0]&quot;]=a[0],i[r+&quot;.range[1]&quot;]=a[1]}return i}},{d3:81}],443:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;rangeselector&quot;,schema:{subplots:{xaxis:{rangeselector:t(&quot;./attributes&quot;)}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;)}},{&quot;./attributes&quot;:438,&quot;./defaults&quot;:440,&quot;./draw&quot;:441}],444:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../color/attributes&quot;);e.exports={bgcolor:{valType:&quot;color&quot;,dflt:n.background,editType:&quot;plot&quot;},bordercolor:{valType:&quot;color&quot;,dflt:n.defaultLine,editType:&quot;plot&quot;},borderwidth:{valType:&quot;integer&quot;,dflt:0,min:0,editType:&quot;plot&quot;},autorange:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;,impliedEdits:{&quot;range[0]&quot;:void 0,&quot;range[1]&quot;:void 0}},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;calc&quot;,impliedEdits:{&quot;^autorange&quot;:!1}},{valType:&quot;any&quot;,editType:&quot;calc&quot;,impliedEdits:{&quot;^autorange&quot;:!1}}],editType:&quot;calc&quot;,impliedEdits:{autorange:!1}},thickness:{valType:&quot;number&quot;,dflt:.15,min:0,max:1,editType:&quot;plot&quot;},visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;},editType:&quot;calc&quot;}},{&quot;../color/attributes&quot;:375}],445:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;).list,i=t(&quot;../../plots/cartesian/autorange&quot;).getAutoRange,a=t(&quot;./constants&quot;);e.exports=function(t){for(var e=n(t,&quot;x&quot;,!0),r=0;r&lt;e.length;r++){var o=e[r],s=o[a.name];s&amp;&amp;s.visible&amp;&amp;s.autorange&amp;&amp;(s._input.autorange=!0,s._input.range=s.range=i(t,o))}}},{&quot;../../plots/cartesian/autorange&quot;:540,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./constants&quot;:446}],446:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;rangeslider&quot;,containerClassName:&quot;rangeslider-container&quot;,bgClassName:&quot;rangeslider-bg&quot;,rangePlotClassName:&quot;rangeslider-rangeplot&quot;,maskMinClassName:&quot;rangeslider-mask-min&quot;,maskMaxClassName:&quot;rangeslider-mask-max&quot;,slideBoxClassName:&quot;rangeslider-slidebox&quot;,grabberMinClassName:&quot;rangeslider-grabber-min&quot;,grabAreaMinClassName:&quot;rangeslider-grabarea-min&quot;,handleMinClassName:&quot;rangeslider-handle-min&quot;,grabberMaxClassName:&quot;rangeslider-grabber-max&quot;,grabAreaMaxClassName:&quot;rangeslider-grabarea-max&quot;,handleMaxClassName:&quot;rangeslider-handle-max&quot;,maskMinOppAxisClassName:&quot;rangeslider-mask-min-opp-axis&quot;,maskMaxOppAxisClassName:&quot;rangeslider-mask-max-opp-axis&quot;,maskColor:&quot;rgba(0,0,0,0.4)&quot;,maskOppAxisColor:&quot;rgba(0,0,0,0.2)&quot;,slideBoxFill:&quot;transparent&quot;,slideBoxCursor:&quot;ew-resize&quot;,grabAreaFill:&quot;transparent&quot;,grabAreaCursor:&quot;col-resize&quot;,grabAreaWidth:10,handleWidth:4,handleRadius:1,handleStrokeWidth:1,extraPad:15}},{}],447:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/plot_template&quot;),a=t(&quot;../../plots/cartesian/axis_ids&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;./oppaxis_attributes&quot;);e.exports=function(t,e,r){var l=t[r],u=e[r];if(l.rangeslider||e._requestRangeslider[u._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var c,f,h=l.rangeslider,d=i.newContainer(u,&quot;rangeslider&quot;);if(_(&quot;visible&quot;)){_(&quot;bgcolor&quot;,e.plot_bgcolor),_(&quot;bordercolor&quot;),_(&quot;borderwidth&quot;),_(&quot;thickness&quot;),_(&quot;autorange&quot;,!u.isValidRange(h.range)),_(&quot;range&quot;);var p=e._subplots;if(p)for(var g=p.cartesian.filter(function(t){return t.substr(0,t.indexOf(&quot;y&quot;))===a.name2id(r)}).map(function(t){return t.substr(t.indexOf(&quot;y&quot;),t.length)}),v=n.simpleMap(g,a.id2name),m=0;m&lt;v.length;m++){var y=v[m];c=h[y]||{},f=i.newContainer(d,y,&quot;yaxis&quot;);var b,x=e[y];c.range&amp;&amp;x.isValidRange(c.range)&amp;&amp;(b=&quot;fixed&quot;),&quot;match&quot;!==w(&quot;rangemode&quot;,b)&amp;&amp;w(&quot;range&quot;,x.range.slice())}d._input=h}}function _(t,e){return n.coerce(h,d,o,t,e)}function w(t,e){return n.coerce(c,f,s,t,e)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./attributes&quot;:444,&quot;./oppaxis_attributes&quot;:451}],448:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../color&quot;),u=t(&quot;../titles&quot;),c=t(&quot;../../plots/cartesian&quot;),f=t(&quot;../../plots/cartesian/axis_ids&quot;),h=t(&quot;../dragelement&quot;),d=t(&quot;../../lib/setcursor&quot;),p=t(&quot;./constants&quot;);function g(t,e,r,n){var i=o.ensureSingle(t,&quot;rect&quot;,p.bgClassName,function(t){t.attr({x:0,y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}),a=n.borderwidth%2==0?n.borderwidth:n.borderwidth-1,l=-n._offsetShift,u=s.crispRound(e,n.borderwidth);i.attr({width:n._width+a,height:n._height+a,transform:&quot;translate(&quot;+l+&quot;,&quot;+l+&quot;)&quot;,fill:n.bgcolor,stroke:n.bordercolor,&quot;stroke-width&quot;:u})}function v(t,e,r,n){var i=e._fullLayout;o.ensureSingleById(i._topdefs,&quot;clipPath&quot;,n._clipId,function(t){t.append(&quot;rect&quot;).attr({x:0,y:0})}).select(&quot;rect&quot;).attr({width:n._width,height:n._height})}function m(t,e,r,i){var l,u=e.calcdata,h=t.selectAll(&quot;g.&quot;+p.rangePlotClassName).data(r._subplotsWith,o.identity);h.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return p.rangePlotClassName+&quot; &quot;+t}).call(s.setClipUrl,i._clipId,e),h.order(),h.exit().remove(),h.each(function(t,o){var s=n.select(this),h=0===o,d=f.getFromId(e,t,&quot;y&quot;),p=d._name,g=i[p],v={data:[],layout:{xaxis:{type:r.type,domain:[0,1],range:i.range.slice(),calendar:r.calendar},width:i._width,height:i._height,margin:{t:0,b:0,l:0,r:0}},_context:e._context};v.layout[p]={type:d.type,domain:[0,1],range:&quot;match&quot;!==g.rangemode?g.range.slice():d.range.slice(),calendar:d.calendar},a.supplyDefaults(v);var m=v._fullLayout.xaxis,y=v._fullLayout[p];m.clearCalc(),m.setScale(),y.clearCalc(),y.setScale();var b={id:t,plotgroup:s,xaxis:m,yaxis:y,isRangePlot:!0};h?l=b:(b.mainplot=&quot;xy&quot;,b.mainplotinfo=l),c.rangePlot(e,b,function(t,e){for(var r=[],n=0;n&lt;t.length;n++){var i=t[n],a=i[0].trace;a.xaxis+a.yaxis===e&amp;&amp;r.push(i)}return r}(u,t))})}function y(t,e,r,n,i){(o.ensureSingle(t,&quot;rect&quot;,p.maskMinClassName,function(t){t.attr({x:0,y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;height&quot;,n._height).call(l.fill,p.maskColor),o.ensureSingle(t,&quot;rect&quot;,p.maskMaxClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;height&quot;,n._height).call(l.fill,p.maskColor),&quot;match&quot;!==i.rangemode)&amp;&amp;(o.ensureSingle(t,&quot;rect&quot;,p.maskMinOppAxisClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;width&quot;,n._width).call(l.fill,p.maskOppAxisColor),o.ensureSingle(t,&quot;rect&quot;,p.maskMaxOppAxisClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;width&quot;,n._width).style(&quot;border-top&quot;,p.maskOppBorder).call(l.fill,p.maskOppAxisColor))}function b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,&quot;rect&quot;,p.slideBoxClassName,function(t){t.attr({y:0,cursor:p.slideBoxCursor,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr({height:n._height,fill:p.slideBoxFill})}function x(t,e,r,n){var i=o.ensureSingle(t,&quot;g&quot;,p.grabberMinClassName),a=o.ensureSingle(t,&quot;g&quot;,p.grabberMaxClassName),s={x:0,width:p.handleWidth,rx:p.handleRadius,fill:l.background,stroke:l.defaultLine,&quot;stroke-width&quot;:p.handleStrokeWidth,&quot;shape-rendering&quot;:&quot;crispEdges&quot;},u={y:Math.round(n._height/4),height:Math.round(n._height/2)};if(o.ensureSingle(i,&quot;rect&quot;,p.handleMinClassName,function(t){t.attr(s)}).attr(u),o.ensureSingle(a,&quot;rect&quot;,p.handleMaxClassName,function(t){t.attr(s)}).attr(u),!e._context.staticPlot){var c={width:p.grabAreaWidth,x:0,y:0,fill:p.grabAreaFill,cursor:p.grabAreaCursor};o.ensureSingle(i,&quot;rect&quot;,p.grabAreaMinClassName,function(t){t.attr(c)}).attr(&quot;height&quot;,n._height),o.ensureSingle(a,&quot;rect&quot;,p.grabAreaMaxClassName,function(t){t.attr(c)}).attr(&quot;height&quot;,n._height)}}e.exports=function(t){for(var e=t._fullLayout,r=e._rangeSliderData,a=0;a&lt;r.length;a++){var s=r[a][p.name];s._clipId=s._id+&quot;-&quot;+e._uid}var l=e._infolayer.selectAll(&quot;g.&quot;+p.containerClassName).data(r,function(t){return t._name});l.exit().each(function(t){var r=t[p.name];e._topdefs.select(&quot;#&quot;+r._clipId).remove()}).remove(),0!==r.length&amp;&amp;(l.enter().append(&quot;g&quot;).classed(p.containerClassName,!0).attr(&quot;pointer-events&quot;,&quot;all&quot;),l.each(function(r){var a=n.select(this),s=r[p.name],l=e[f.id2name(r.anchor)],c=s[f.id2name(r.anchor)];if(s.range){var _,w=o.simpleMap(s.range,r.r2l),A=o.simpleMap(r.range,r.r2l);_=A[0]&lt;A[1]?[Math.min(w[0],A[0]),Math.max(w[1],A[1])]:[Math.max(w[0],A[0]),Math.min(w[1],A[1])],s.range=s._input.range=o.simpleMap(_,r.l2r)}r.cleanRange(&quot;rangeslider.range&quot;);var M=e.margin,T=e._size,k=r.domain,E=s._tickHeight,L=s._oppBottom;s._width=T.w*(k[1]-k[0]);var S=Math.round(M.l+T.w*k[0]),C=Math.round(T.t+T.h*(1-L)+E+s._offsetShift+p.extraPad);a.attr(&quot;transform&quot;,&quot;translate(&quot;+S+&quot;,&quot;+C+&quot;)&quot;);var O=r.r2l(s.range[0]),R=r.r2l(s.range[1]),P=R-O;if(s.p2d=function(t){return t/s._width*P+O},s.d2p=function(t){return(t-O)/P*s._width},s._rl=[O,R],&quot;match&quot;!==c.rangemode){var z=l.r2l(c.range[0]),I=l.r2l(c.range[1])-z;s.d2pOppAxis=function(t){return(t-z)/I*s._height}}a.call(g,t,r,s).call(v,t,r,s).call(m,t,r,s).call(y,t,r,s,c).call(b,t,r,s).call(x,t,r,s),function(t,e,r,a){var s=t.select(&quot;rect.&quot;+p.slideBoxClassName).node(),l=t.select(&quot;rect.&quot;+p.grabAreaMinClassName).node(),u=t.select(&quot;rect.&quot;+p.grabAreaMaxClassName).node();t.on(&quot;mousedown&quot;,function(){var c=n.event,f=c.target,p=c.clientX,g=p-t.node().getBoundingClientRect().left,v=a.d2p(r._rl[0]),m=a.d2p(r._rl[1]),y=h.coverSlip();function b(t){var c,h,b,x=+t.clientX-p;switch(f){case s:b=&quot;ew-resize&quot;,c=v+x,h=m+x;break;case l:b=&quot;col-resize&quot;,c=v+x,h=m;break;case u:b=&quot;col-resize&quot;,c=v,h=m+x;break;default:b=&quot;ew-resize&quot;,c=g,h=g+x}if(h&lt;c){var _=h;h=c,c=_}a._pixelMin=c,a._pixelMax=h,d(n.select(y),b),function(t,e,r,n){function a(t){return r.l2r(o.constrain(t,n._rl[0],n._rl[1]))}var s=a(n.p2d(n._pixelMin)),l=a(n.p2d(n._pixelMax));window.requestAnimationFrame(function(){i.call(&quot;_guiRelayout&quot;,e,r._name+&quot;.range&quot;,[s,l])})}(0,e,r,a)}y.addEventListener(&quot;mousemove&quot;,b),y.addEventListener(&quot;mouseup&quot;,function t(){y.removeEventListener(&quot;mousemove&quot;,b);y.removeEventListener(&quot;mouseup&quot;,t);o.removeElement(y)})})}(a,t,r,s),function(t,e,r,n,i,a){var s=p.handleWidth/2;function l(t){return o.constrain(t,0,n._width)}function u(t){return o.constrain(t,0,n._height)}function c(t){return o.constrain(t,-s,n._width+s)}var f=l(n.d2p(r._rl[0])),h=l(n.d2p(r._rl[1]));if(t.select(&quot;rect.&quot;+p.slideBoxClassName).attr(&quot;x&quot;,f).attr(&quot;width&quot;,h-f),t.select(&quot;rect.&quot;+p.maskMinClassName).attr(&quot;width&quot;,f),t.select(&quot;rect.&quot;+p.maskMaxClassName).attr(&quot;x&quot;,h).attr(&quot;width&quot;,n._width-h),&quot;match&quot;!==a.rangemode){var d=n._height-u(n.d2pOppAxis(i._rl[1])),g=n._height-u(n.d2pOppAxis(i._rl[0]));t.select(&quot;rect.&quot;+p.maskMinOppAxisClassName).attr(&quot;x&quot;,f).attr(&quot;height&quot;,d).attr(&quot;width&quot;,h-f),t.select(&quot;rect.&quot;+p.maskMaxOppAxisClassName).attr(&quot;x&quot;,f).attr(&quot;y&quot;,g).attr(&quot;height&quot;,n._height-g).attr(&quot;width&quot;,h-f),t.select(&quot;rect.&quot;+p.slideBoxClassName).attr(&quot;y&quot;,d).attr(&quot;height&quot;,g-d)}var v=Math.round(c(f-s))-.5,m=Math.round(c(h-s))+.5;t.select(&quot;g.&quot;+p.grabberMinClassName).attr(&quot;transform&quot;,&quot;translate(&quot;+v+&quot;,0.5)&quot;),t.select(&quot;g.&quot;+p.grabberMaxClassName).attr(&quot;transform&quot;,&quot;translate(&quot;+m+&quot;,0.5)&quot;)}(a,0,r,s,l,c),&quot;bottom&quot;===r.side&amp;&amp;u.draw(t,r._id+&quot;title&quot;,{propContainer:r,propName:r._name+&quot;.title&quot;,placeholder:e._dfltTitle.x,attributes:{x:r._offset+r._length/2,y:C+s._height+s._offsetShift+10+1.5*r.title.font.size,&quot;text-anchor&quot;:&quot;middle&quot;}})}))}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../plots/cartesian&quot;:552,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../titles&quot;:464,&quot;./constants&quot;:446,d3:81}],449:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;),i=t(&quot;./constants&quot;),a=i.name;function o(t){var e=t&amp;&amp;t[a];return e&amp;&amp;e.visible}r.isVisible=o,r.makeData=function(t){var e=n.list({_fullLayout:t},&quot;x&quot;,!0),r=t.margin,i=[];if(!t._has(&quot;gl2d&quot;))for(var s=0;s&lt;e.length;s++){var l=e[s];if(o(l)){i.push(l);var u=l[a];u._id=a+l._id,u._height=(t.height-r.b-r.t)*u.thickness,u._offsetShift=Math.floor(u.borderwidth/2)}}t._rangeSliderData=i},r.autoMarginOpts=function(t,e){for(var r=e[a],o=1/0,s=e._counterAxes,l=0;l&lt;s.length;l++){var u=s[l],c=n.getFromId(t,u);o=Math.min(o,c.domain[0])}r._oppBottom=o;var f=&quot;bottom&quot;===e.side&amp;&amp;e._boundingBox.height||0;return r._tickHeight=f,{x:0,y:o,l:0,r:0,t:0,b:r._height+t._fullLayout.margin.b+f,pad:i.extraPad+2*r._offsetShift}}},{&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./constants&quot;:446}],450:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./attributes&quot;),a=t(&quot;./oppaxis_attributes&quot;),o=t(&quot;./helpers&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;rangeslider&quot;,schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:t(&quot;./draw&quot;),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},{&quot;../../lib&quot;:495,&quot;./attributes&quot;:444,&quot;./calc_autorange&quot;:445,&quot;./defaults&quot;:447,&quot;./draw&quot;:448,&quot;./helpers&quot;:449,&quot;./oppaxis_attributes&quot;:451}],451:[function(t,e,r){&quot;use strict&quot;;e.exports={_isSubplotObj:!0,rangemode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;fixed&quot;,&quot;match&quot;],dflt:&quot;match&quot;,editType:&quot;calc&quot;},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;plot&quot;},{valType:&quot;any&quot;,editType:&quot;plot&quot;}],editType:&quot;plot&quot;},editType:&quot;calc&quot;}},{}],452:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/attributes&quot;),i=t(&quot;../../traces/scatter/attributes&quot;).line,a=t(&quot;../drawing/attributes&quot;).dash,o=t(&quot;../../lib/extend&quot;).extendFlat,s=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=s(&quot;shape&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;circle&quot;,&quot;rect&quot;,&quot;path&quot;,&quot;line&quot;],editType:&quot;calc+arraydraw&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;below&quot;,&quot;above&quot;],dflt:&quot;above&quot;,editType:&quot;arraydraw&quot;},xref:o({},n.xref,{}),xsizemode:{valType:&quot;enumerated&quot;,values:[&quot;scaled&quot;,&quot;pixel&quot;],dflt:&quot;scaled&quot;,editType:&quot;calc+arraydraw&quot;},xanchor:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},x0:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},x1:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},yref:o({},n.yref,{}),ysizemode:{valType:&quot;enumerated&quot;,values:[&quot;scaled&quot;,&quot;pixel&quot;],dflt:&quot;scaled&quot;,editType:&quot;calc+arraydraw&quot;},yanchor:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},y0:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},y1:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},path:{valType:&quot;string&quot;,editType:&quot;calc+arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},line:{color:o({},i.color,{editType:&quot;arraydraw&quot;}),width:o({},i.width,{editType:&quot;calc+arraydraw&quot;}),dash:o({},a,{editType:&quot;arraydraw&quot;}),editType:&quot;calc+arraydraw&quot;},fillcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},editType:&quot;arraydraw&quot;})},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/plot_template&quot;:531,&quot;../../traces/scatter/attributes&quot;:616,&quot;../annotations/attributes&quot;:361,&quot;../drawing/attributes&quot;:396}],453:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;./constants&quot;),o=t(&quot;./helpers&quot;);function s(t){return u(t.line.width,t.xsizemode,t.x0,t.x1,t.path,!1)}function l(t){return u(t.line.width,t.ysizemode,t.y0,t.y1,t.path,!0)}function u(t,e,r,i,s,l){var u=t/2,c=l;if(&quot;pixel&quot;===e){var f=s?o.extractPathCoords(s,l?a.paramIsY:a.paramIsX):[r,i],h=n.aggNums(Math.max,null,f),d=n.aggNums(Math.min,null,f),p=d&lt;0?Math.abs(d)+u:u,g=h&gt;0?h+u:u;return{ppad:u,ppadplus:c?p:g,ppadminus:c?g:p}}return{ppad:u}}function c(t,e,r,n,i){var s=&quot;category&quot;===t.type||&quot;multicategory&quot;===t.type?t.r2c:t.d2c;if(void 0!==e)return[s(e),s(r)];if(n){var l,u,c,f,h=1/0,d=-1/0,p=n.match(a.segmentRE);for(&quot;date&quot;===t.type&amp;&amp;(s=o.decodeDate(s)),l=0;l&lt;p.length;l++)void 0!==(u=i[p[l].charAt(0)].drawn)&amp;&amp;(!(c=p[l].substr(1).match(a.paramRE))||c.length&lt;u||((f=s(c[u]))&lt;h&amp;&amp;(h=f),f&gt;d&amp;&amp;(d=f)));return d&gt;=h?[h,d]:void 0}}e.exports=function(t){var e=t._fullLayout,r=n.filterVisible(e.shapes);if(r.length&amp;&amp;t._fullData.length)for(var o=0;o&lt;r.length;o++){var u,f,h=r[o];if(h._extremes={},&quot;paper&quot;!==h.xref){var d=&quot;pixel&quot;===h.xsizemode?h.xanchor:h.x0,p=&quot;pixel&quot;===h.xsizemode?h.xanchor:h.x1;(f=c(u=i.getFromId(t,h.xref),d,p,h.path,a.paramIsX))&amp;&amp;(h._extremes[u._id]=i.findExtremes(u,f,s(h)))}if(&quot;paper&quot;!==h.yref){var g=&quot;pixel&quot;===h.ysizemode?h.yanchor:h.y0,v=&quot;pixel&quot;===h.ysizemode?h.yanchor:h.y1;(f=c(u=i.getFromId(t,h.yref),g,v,h.path,a.paramIsY))&amp;&amp;(h._extremes[u._id]=i.findExtremes(u,f,l(h)))}}}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./constants&quot;:454,&quot;./helpers&quot;:457}],454:[function(t,e,r){&quot;use strict&quot;;e.exports={segmentRE:/[MLHVQCTSZ][^MLHVQCTSZ]*/g,paramRE:/[^\\s,]+/g,paramIsX:{M:{0:!0,drawn:0},L:{0:!0,drawn:0},H:{0:!0,drawn:0},V:{},Q:{0:!0,2:!0,drawn:2},C:{0:!0,2:!0,4:!0,drawn:4},T:{0:!0,drawn:0},S:{0:!0,2:!0,drawn:2},Z:{}},paramIsY:{M:{1:!0,drawn:1},L:{1:!0,drawn:1},H:{},V:{0:!0,drawn:0},Q:{1:!0,3:!0,drawn:3},C:{1:!0,3:!0,5:!0,drawn:5},T:{1:!0,drawn:1},S:{1:!0,3:!0,drawn:5},Z:{}},numParams:{M:2,L:2,H:1,V:1,Q:4,C:6,T:2,S:4,Z:0}}},{}],455:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;./helpers&quot;);function l(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}if(a(&quot;visible&quot;)){a(&quot;layer&quot;),a(&quot;opacity&quot;),a(&quot;fillcolor&quot;),a(&quot;line.color&quot;),a(&quot;line.width&quot;),a(&quot;line.dash&quot;);for(var l=a(&quot;type&quot;,t.path?&quot;path&quot;:&quot;rect&quot;),u=a(&quot;xsizemode&quot;),c=a(&quot;ysizemode&quot;),f=[&quot;x&quot;,&quot;y&quot;],h=0;h&lt;2;h++){var d,p,g,v=f[h],m=v+&quot;anchor&quot;,y=&quot;x&quot;===v?u:c,b={_fullLayout:r},x=i.coerceRef(t,e,b,v,&quot;&quot;,&quot;paper&quot;);if(&quot;paper&quot;!==x?((d=i.getFromId(b,x))._shapeIndices.push(e._index),g=s.rangeToShapePosition(d),p=s.shapePositionToRange(d)):p=g=n.identity,&quot;path&quot;!==l){var _=v+&quot;0&quot;,w=v+&quot;1&quot;,A=t[_],M=t[w];t[_]=p(t[_],!0),t[w]=p(t[w],!0),&quot;pixel&quot;===y?(a(_,0),a(w,10)):(i.coercePosition(e,b,a,x,_,.25),i.coercePosition(e,b,a,x,w,.75)),e[_]=g(e[_]),e[w]=g(e[w]),t[_]=A,t[w]=M}if(&quot;pixel&quot;===y){var T=t[m];t[m]=p(t[m],!0),i.coercePosition(e,b,a,x,m,.25),e[m]=g(e[m]),t[m]=T}}&quot;path&quot;===l?a(&quot;path&quot;):n.noneOrAll(t,e,[&quot;x0&quot;,&quot;x1&quot;,&quot;y0&quot;,&quot;y1&quot;])}}e.exports=function(t,e){a(t,e,{name:&quot;shapes&quot;,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:452,&quot;./helpers&quot;:457}],456:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../color&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,u=t(&quot;../dragelement&quot;),c=t(&quot;../../lib/setcursor&quot;),f=t(&quot;./constants&quot;),h=t(&quot;./helpers&quot;);function d(t,e){t._fullLayout._paperdiv.selectAll(&#x27;.shapelayer [data-index=&quot;&#x27;+e+&#x27;&quot;]&#x27;).remove();var r=t._fullLayout.shapes[e]||{};if(r._input&amp;&amp;!1!==r.visible)if(&quot;below&quot;!==r.layer)m(t._fullLayout._shapeUpperLayer);else if(&quot;paper&quot;===r.xref||&quot;paper&quot;===r.yref)m(t._fullLayout._shapeLowerLayer);else{var d=t._fullLayout._plots[r.xref+r.yref];if(d)m((d.mainplotinfo||d).shapelayer);else m(t._fullLayout._shapeLowerLayer)}function m(d){var m={&quot;data-index&quot;:e,&quot;fill-rule&quot;:&quot;evenodd&quot;,d:g(t,r)},y=r.line.width?r.line.color:&quot;rgba(0,0,0,0)&quot;,b=d.append(&quot;path&quot;).attr(m).style(&quot;opacity&quot;,r.opacity).call(o.stroke,y).call(o.fill,r.fillcolor).call(s.dashLine,r.line.dash,r.line.width);p(b,t,r),t._context.edits.shapePosition&amp;&amp;function(t,e,r,o,d){var m,y,b,x,_,w,A,M,T,k,E,L,S,C,O,R,P=10,z=10,I=&quot;pixel&quot;===r.xsizemode,N=&quot;pixel&quot;===r.ysizemode,D=&quot;line&quot;===r.type,F=&quot;path&quot;===r.type,j=l(t.layout,&quot;shapes&quot;,r),B=j.modifyItem,U=a.getFromId(t,r.xref),V=a.getFromId(t,r.yref),H=h.getDataToPixel(t,U),q=h.getDataToPixel(t,V,!0),G=h.getPixelToData(t,U),X=h.getPixelToData(t,V,!0),W=D?function(){var t=Math.max(r.line.width,10),n=d.append(&quot;g&quot;).attr(&quot;data-index&quot;,o);n.append(&quot;path&quot;).attr(&quot;d&quot;,e.attr(&quot;d&quot;)).style({cursor:&quot;move&quot;,&quot;stroke-width&quot;:t,&quot;stroke-opacity&quot;:&quot;0&quot;});var i={&quot;fill-opacity&quot;:&quot;0&quot;},a=t/2&gt;10?t/2:10;return n.append(&quot;circle&quot;).attr({&quot;data-line-point&quot;:&quot;start-point&quot;,cx:I?H(r.xanchor)+r.x0:H(r.x0),cy:N?q(r.yanchor)-r.y0:q(r.y0),r:a}).style(i).classed(&quot;cursor-grab&quot;,!0),n.append(&quot;circle&quot;).attr({&quot;data-line-point&quot;:&quot;end-point&quot;,cx:I?H(r.xanchor)+r.x1:H(r.x1),cy:N?q(r.yanchor)-r.y1:q(r.y1),r:a}).style(i).classed(&quot;cursor-grab&quot;,!0),n}():e,Y={element:W.node(),gd:t,prepFn:function(n){I&amp;&amp;(_=H(r.xanchor));N&amp;&amp;(w=q(r.yanchor));&quot;path&quot;===r.type?O=r.path:(m=I?r.x0:H(r.x0),y=N?r.y0:q(r.y0),b=I?r.x1:H(r.x1),x=N?r.y1:q(r.y1));m&lt;b?(T=m,S=&quot;x0&quot;,k=b,C=&quot;x1&quot;):(T=b,S=&quot;x1&quot;,k=m,C=&quot;x0&quot;);!N&amp;&amp;y&lt;x||N&amp;&amp;y&gt;x?(A=y,E=&quot;y0&quot;,M=x,L=&quot;y1&quot;):(A=x,E=&quot;y1&quot;,M=y,L=&quot;y0&quot;);Z(n),J(d,r),function(t,e,r){var n=e.xref,i=e.yref,o=a.getFromId(r,n),l=a.getFromId(r,i),u=&quot;&quot;;&quot;paper&quot;===n||o.autorange||(u+=n);&quot;paper&quot;===i||l.autorange||(u+=i);s.setClipUrl(t,u?&quot;clip&quot;+r._fullLayout._uid+u:null,r)}(e,r,t),Y.moveFn=&quot;move&quot;===R?Q:$},doneFn:function(){c(e),K(d),p(e,t,r),n.call(&quot;_guiRelayout&quot;,t,j.getUpdateObj())},clickFn:function(){K(d)}};function Z(t){if(D)R=&quot;path&quot;===t.target.tagName?&quot;move&quot;:&quot;start-point&quot;===t.target.attributes[&quot;data-line-point&quot;].value?&quot;resize-over-start-point&quot;:&quot;resize-over-end-point&quot;;else{var r=Y.element.getBoundingClientRect(),n=r.right-r.left,i=r.bottom-r.top,a=t.clientX-r.left,o=t.clientY-r.top,s=!F&amp;&amp;n&gt;P&amp;&amp;i&gt;z&amp;&amp;!t.shiftKey?u.getCursor(a/n,1-o/i):&quot;move&quot;;c(e,s),R=s.split(&quot;-&quot;)[0]}}function Q(n,i){if(&quot;path&quot;===r.type){var a=function(t){return t},o=a,s=a;I?B(&quot;xanchor&quot;,r.xanchor=G(_+n)):(o=function(t){return G(H(t)+n)},U&amp;&amp;&quot;date&quot;===U.type&amp;&amp;(o=h.encodeDate(o))),N?B(&quot;yanchor&quot;,r.yanchor=X(w+i)):(s=function(t){return X(q(t)+i)},V&amp;&amp;&quot;date&quot;===V.type&amp;&amp;(s=h.encodeDate(s))),B(&quot;path&quot;,r.path=v(O,o,s))}else I?B(&quot;xanchor&quot;,r.xanchor=G(_+n)):(B(&quot;x0&quot;,r.x0=G(m+n)),B(&quot;x1&quot;,r.x1=G(b+n))),N?B(&quot;yanchor&quot;,r.yanchor=X(w+i)):(B(&quot;y0&quot;,r.y0=X(y+i)),B(&quot;y1&quot;,r.y1=X(x+i)));e.attr(&quot;d&quot;,g(t,r)),J(d,r)}function $(n,i){if(F){var a=function(t){return t},o=a,s=a;I?B(&quot;xanchor&quot;,r.xanchor=G(_+n)):(o=function(t){return G(H(t)+n)},U&amp;&amp;&quot;date&quot;===U.type&amp;&amp;(o=h.encodeDate(o))),N?B(&quot;yanchor&quot;,r.yanchor=X(w+i)):(s=function(t){return X(q(t)+i)},V&amp;&amp;&quot;date&quot;===V.type&amp;&amp;(s=h.encodeDate(s))),B(&quot;path&quot;,r.path=v(O,o,s))}else if(D){if(&quot;resize-over-start-point&quot;===R){var l=m+n,u=N?y-i:y+i;B(&quot;x0&quot;,r.x0=I?l:G(l)),B(&quot;y0&quot;,r.y0=N?u:X(u))}else if(&quot;resize-over-end-point&quot;===R){var c=b+n,f=N?x-i:x+i;B(&quot;x1&quot;,r.x1=I?c:G(c)),B(&quot;y1&quot;,r.y1=N?f:X(f))}}else{var p=~R.indexOf(&quot;n&quot;)?A+i:A,j=~R.indexOf(&quot;s&quot;)?M+i:M,W=~R.indexOf(&quot;w&quot;)?T+n:T,Y=~R.indexOf(&quot;e&quot;)?k+n:k;~R.indexOf(&quot;n&quot;)&amp;&amp;N&amp;&amp;(p=A-i),~R.indexOf(&quot;s&quot;)&amp;&amp;N&amp;&amp;(j=M-i),(!N&amp;&amp;j-p&gt;z||N&amp;&amp;p-j&gt;z)&amp;&amp;(B(E,r[E]=N?p:X(p)),B(L,r[L]=N?j:X(j))),Y-W&gt;P&amp;&amp;(B(S,r[S]=I?W:G(W)),B(C,r[C]=I?Y:G(Y)))}e.attr(&quot;d&quot;,g(t,r)),J(d,r)}function J(t,e){(I||N)&amp;&amp;function(){var r=&quot;path&quot;!==e.type,n=t.selectAll(&quot;.visual-cue&quot;).data([0]);n.enter().append(&quot;path&quot;).attr({fill:&quot;#fff&quot;,&quot;fill-rule&quot;:&quot;evenodd&quot;,stroke:&quot;#000&quot;,&quot;stroke-width&quot;:1}).classed(&quot;visual-cue&quot;,!0);var a=H(I?e.xanchor:i.midRange(r?[e.x0,e.x1]:h.extractPathCoords(e.path,f.paramIsX))),o=q(N?e.yanchor:i.midRange(r?[e.y0,e.y1]:h.extractPathCoords(e.path,f.paramIsY)));if(a=h.roundPositionForSharpStrokeRendering(a,1),o=h.roundPositionForSharpStrokeRendering(o,1),I&amp;&amp;N){var s=&quot;M&quot;+(a-1-1)+&quot;,&quot;+(o-1-1)+&quot;h-8v2h8 v8h2v-8 h8v-2h-8 v-8h-2 Z&quot;;n.attr(&quot;d&quot;,s)}else if(I){var l=&quot;M&quot;+(a-1-1)+&quot;,&quot;+(o-9-1)+&quot;v18 h2 v-18 Z&quot;;n.attr(&quot;d&quot;,l)}else{var u=&quot;M&quot;+(a-9-1)+&quot;,&quot;+(o-1-1)+&quot;h18 v2 h-18 Z&quot;;n.attr(&quot;d&quot;,u)}}()}function K(t){t.selectAll(&quot;.visual-cue&quot;).remove()}u.init(Y),W.node().onmousemove=Z}(t,b,r,e,d)}}function p(t,e,r){var n=(r.xref+r.yref).replace(/paper/g,&quot;&quot;);s.setClipUrl(t,n?&quot;clip&quot;+e._fullLayout._uid+n:null,e)}function g(t,e){var r,n,o,s,l,u,c,d,p=e.type,g=a.getFromId(t,e.xref),v=a.getFromId(t,e.yref),m=t._fullLayout._size;if(g?(r=h.shapePositionToRange(g),n=function(t){return g._offset+g.r2p(r(t,!0))}):n=function(t){return m.l+m.w*t},v?(o=h.shapePositionToRange(v),s=function(t){return v._offset+v.r2p(o(t,!0))}):s=function(t){return m.t+m.h*(1-t)},&quot;path&quot;===p)return g&amp;&amp;&quot;date&quot;===g.type&amp;&amp;(n=h.decodeDate(n)),v&amp;&amp;&quot;date&quot;===v.type&amp;&amp;(s=h.decodeDate(s)),function(t,e,r){var n=t.path,a=t.xsizemode,o=t.ysizemode,s=t.xanchor,l=t.yanchor;return n.replace(f.segmentRE,function(t){var n=0,u=t.charAt(0),c=f.paramIsX[u],h=f.paramIsY[u],d=f.numParams[u],p=t.substr(1).replace(f.paramRE,function(t){return c[n]?t=&quot;pixel&quot;===a?e(s)+Number(t):e(t):h[n]&amp;&amp;(t=&quot;pixel&quot;===o?r(l)-Number(t):r(t)),++n&gt;d&amp;&amp;(t=&quot;X&quot;),t});return n&gt;d&amp;&amp;(p=p.replace(/[\\s,]*X.*/,&quot;&quot;),i.log(&quot;Ignoring extra params in segment &quot;+t)),u+p})}(e,n,s);if(&quot;pixel&quot;===e.xsizemode){var y=n(e.xanchor);l=y+e.x0,u=y+e.x1}else l=n(e.x0),u=n(e.x1);if(&quot;pixel&quot;===e.ysizemode){var b=s(e.yanchor);c=b-e.y0,d=b-e.y1}else c=s(e.y0),d=s(e.y1);if(&quot;line&quot;===p)return&quot;M&quot;+l+&quot;,&quot;+c+&quot;L&quot;+u+&quot;,&quot;+d;if(&quot;rect&quot;===p)return&quot;M&quot;+l+&quot;,&quot;+c+&quot;H&quot;+u+&quot;V&quot;+d+&quot;H&quot;+l+&quot;Z&quot;;var x=(l+u)/2,_=(c+d)/2,w=Math.abs(x-l),A=Math.abs(_-c),M=&quot;A&quot;+w+&quot;,&quot;+A,T=x+w+&quot;,&quot;+_;return&quot;M&quot;+T+M+&quot; 0 1,1 &quot;+(x+&quot;,&quot;+(_-A))+M+&quot; 0 0,1 &quot;+T+&quot;Z&quot;}function v(t,e,r){return t.replace(f.segmentRE,function(t){var n=0,i=t.charAt(0),a=f.paramIsX[i],o=f.paramIsY[i],s=f.numParams[i];return i+t.substr(1).replace(f.paramRE,function(t){return n&gt;=s?t:(a[n]?t=e(t):o[n]&amp;&amp;(t=r(t)),n++,t)})})}e.exports={draw:function(t){var e=t._fullLayout;for(var r in e._shapeUpperLayer.selectAll(&quot;path&quot;).remove(),e._shapeLowerLayer.selectAll(&quot;path&quot;).remove(),e._plots){var n=e._plots[r].shapelayer;n&amp;&amp;n.selectAll(&quot;path&quot;).remove()}for(var i=0;i&lt;e.shapes.length;i++)e.shapes[i].visible&amp;&amp;d(t,i)},drawOne:d}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:454,&quot;./helpers&quot;:457}],457:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;),i=t(&quot;../../lib&quot;);r.rangeToShapePosition=function(t){return&quot;log&quot;===t.type?t.r2d:function(t){return t}},r.shapePositionToRange=function(t){return&quot;log&quot;===t.type?t.d2r:function(t){return t}},r.decodeDate=function(t){return function(e){return e.replace&amp;&amp;(e=e.replace(&quot;_&quot;,&quot; &quot;)),t(e)}},r.encodeDate=function(t){return function(e){return t(e).replace(&quot; &quot;,&quot;_&quot;)}},r.extractPathCoords=function(t,e){var r=[];return 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&lt;a||r.push(i.cleanNumber(o[a]))}}),r},r.getDataToPixel=function(t,e,n){var i,a=t._fullLayout._size;if(e){var o=r.shapePositionToRange(e);i=function(t){return e._offset+e.r2p(o(t,!0))},&quot;date&quot;===e.type&amp;&amp;(i=r.decodeDate(i))}else i=n?function(t){return a.t+a.h*(1-t)}:function(t){return a.l+a.w*t};return i},r.getPixelToData=function(t,e,n){var i,a=t._fullLayout._size;if(e){var o=r.rangeToShapePosition(e);i=function(t){return o(e.p2r(t-e._offset))}}else i=n?function(t){return 1-(t-a.t)/a.h}:function(t){return(t-a.l)/a.w};return i},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n}},{&quot;../../lib&quot;:495,&quot;./constants&quot;:454}],458:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;shapes&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;shapes&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:n.draw,drawOne:n.drawOne}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:452,&quot;./calc_autorange&quot;:453,&quot;./defaults&quot;:455,&quot;./draw&quot;:456}],459:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../../plots/pad_attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendDeepAll,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll,s=t(&quot;../../plots/animation_attributes&quot;),l=t(&quot;../../plot_api/plot_template&quot;).templatedArray,u=t(&quot;./constants&quot;),c=l(&quot;step&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0},method:{valType:&quot;enumerated&quot;,values:[&quot;restyle&quot;,&quot;relayout&quot;,&quot;animate&quot;,&quot;update&quot;,&quot;skip&quot;],dflt:&quot;restyle&quot;},args:{valType:&quot;info_array&quot;,freeLength:!0,items:[{valType:&quot;any&quot;},{valType:&quot;any&quot;},{valType:&quot;any&quot;}]},label:{valType:&quot;string&quot;},value:{valType:&quot;string&quot;},execute:{valType:&quot;boolean&quot;,dflt:!0}});e.exports=o(l(&quot;slider&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0},active:{valType:&quot;number&quot;,min:0,dflt:0},steps:c,lenmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;fraction&quot;},len:{valType:&quot;number&quot;,min:0,dflt:1},x:{valType:&quot;number&quot;,min:-2,max:3,dflt:0},pad:a(i({editType:&quot;arraydraw&quot;}),{},{t:{dflt:20}}),xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:0},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;},transition:{duration:{valType:&quot;number&quot;,min:0,dflt:150},easing:{valType:&quot;enumerated&quot;,values:s.transition.easing.values,dflt:&quot;cubic-in-out&quot;}},currentvalue:{visible:{valType:&quot;boolean&quot;,dflt:!0},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},offset:{valType:&quot;number&quot;,dflt:10},prefix:{valType:&quot;string&quot;},suffix:{valType:&quot;string&quot;},font:n({})},font:n({}),activebgcolor:{valType:&quot;color&quot;,dflt:u.gripBgActiveColor},bgcolor:{valType:&quot;color&quot;,dflt:u.railBgColor},bordercolor:{valType:&quot;color&quot;,dflt:u.railBorderColor},borderwidth:{valType:&quot;number&quot;,min:0,dflt:u.railBorderWidth},ticklen:{valType:&quot;number&quot;,min:0,dflt:u.tickLength},tickcolor:{valType:&quot;color&quot;,dflt:u.tickColor},tickwidth:{valType:&quot;number&quot;,min:0,dflt:1},minorticklen:{valType:&quot;number&quot;,min:0,dflt:u.minorTickLength}}),&quot;arraydraw&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/animation_attributes&quot;:536,&quot;../../plots/font_attributes&quot;:567,&quot;../../plots/pad_attributes&quot;:583,&quot;./constants&quot;:460}],460:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;sliders&quot;,containerClassName:&quot;slider-container&quot;,groupClassName:&quot;slider-group&quot;,inputAreaClass:&quot;slider-input-area&quot;,railRectClass:&quot;slider-rail-rect&quot;,railTouchRectClass:&quot;slider-rail-touch-rect&quot;,gripRectClass:&quot;slider-grip-rect&quot;,tickRectClass:&quot;slider-tick-rect&quot;,inputProxyClass:&quot;slider-input-proxy&quot;,labelsClass:&quot;slider-labels&quot;,labelGroupClass:&quot;slider-label-group&quot;,labelClass:&quot;slider-label&quot;,currentValueClass:&quot;slider-current-value&quot;,railHeight:5,menuIndexAttrName:&quot;slider-active-index&quot;,autoMarginIdRoot:&quot;slider-&quot;,minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:&quot;#bec8d9&quot;,railBgColor:&quot;#f8fafc&quot;,railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:&quot;#bec8d9&quot;,gripBgColor:&quot;#f6f8fa&quot;,gripBgActiveColor:&quot;#dbdde0&quot;,labelPadding:8,labelOffset:0,tickWidth:1,tickColor:&quot;#333&quot;,tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:&quot;#333&quot;,minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],461:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/array_container_defaults&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;).name,s=a.steps;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}for(var s=i(t,e,{name:&quot;steps&quot;,handleItemDefaults:u}),l=0,c=0;c&lt;s.length;c++)s[c].visible&amp;&amp;l++;if(l&lt;2?e.visible=!1:o(&quot;visible&quot;)){e._stepCount=l;var f=e._visibleSteps=n.filterVisible(s);(s[o(&quot;active&quot;)]||{}).visible||(e.active=f[0]._index),o(&quot;x&quot;),o(&quot;y&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),o(&quot;xanchor&quot;),o(&quot;yanchor&quot;),o(&quot;len&quot;),o(&quot;lenmode&quot;),o(&quot;pad.t&quot;),o(&quot;pad.r&quot;),o(&quot;pad.b&quot;),o(&quot;pad.l&quot;),n.coerceFont(o,&quot;font&quot;,r.font),o(&quot;currentvalue.visible&quot;)&amp;&amp;(o(&quot;currentvalue.xanchor&quot;),o(&quot;currentvalue.prefix&quot;),o(&quot;currentvalue.suffix&quot;),o(&quot;currentvalue.offset&quot;),n.coerceFont(o,&quot;currentvalue.font&quot;,e.font)),o(&quot;transition.duration&quot;),o(&quot;transition.easing&quot;),o(&quot;bgcolor&quot;),o(&quot;activebgcolor&quot;),o(&quot;bordercolor&quot;),o(&quot;borderwidth&quot;),o(&quot;ticklen&quot;),o(&quot;tickwidth&quot;),o(&quot;tickcolor&quot;),o(&quot;minorticklen&quot;)}}function u(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}if(&quot;skip&quot;===t.method||Array.isArray(t.args)?r(&quot;visible&quot;):e.visible=!1){r(&quot;method&quot;),r(&quot;args&quot;);var i=r(&quot;label&quot;,&quot;step-&quot;+e._index);r(&quot;value&quot;,i),r(&quot;execute&quot;)}}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;./attributes&quot;:459,&quot;./constants&quot;:460}],462:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../color&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,c=t(&quot;./constants&quot;),f=t(&quot;../../constants/alignment&quot;),h=f.LINE_SPACING,d=f.FROM_TL,p=f.FROM_BR;function g(t){return c.autoMarginIdRoot+t._index}function v(t){return t._index}function m(t,e){var r=o.tester.selectAll(&quot;g.&quot;+c.labelGroupClass).data(e._visibleSteps);r.enter().append(&quot;g&quot;).classed(c.labelGroupClass,!0);var a=0,u=0;r.each(function(t){var r=x(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);u=Math.max(u,i.height),a=Math.max(a,i.width)}}),r.remove();var f=e._dims={};f.inputAreaWidth=Math.max(c.railWidth,c.gripHeight);var h=t._fullLayout._size;f.lx=h.l+h.w*e.x,f.ly=h.t+h.h*(1-e.y),&quot;fraction&quot;===e.lenmode?f.outerLength=Math.round(h.w*e.len):f.outerLength=e.len,f.inputAreaStart=0,f.inputAreaLength=Math.round(f.outerLength-e.pad.l-e.pad.r);var v=(f.inputAreaLength-2*c.stepInset)/(e._stepCount-1),m=a+c.labelPadding;if(f.labelStride=Math.max(1,Math.ceil(m/v)),f.labelHeight=u,f.currentValueMaxWidth=0,f.currentValueHeight=0,f.currentValueTotalHeight=0,f.currentValueMaxLines=1,e.currentvalue.visible){var b=o.tester.append(&quot;g&quot;);r.each(function(t){var r=y(b,e,t.label),n=r.node()&amp;&amp;o.bBox(r.node())||{width:0,height:0},i=l.lineCount(r);f.currentValueMaxWidth=Math.max(f.currentValueMaxWidth,Math.ceil(n.width)),f.currentValueHeight=Math.max(f.currentValueHeight,Math.ceil(n.height)),f.currentValueMaxLines=Math.max(f.currentValueMaxLines,i)}),f.currentValueTotalHeight=f.currentValueHeight+e.currentvalue.offset,b.remove()}f.height=f.currentValueTotalHeight+c.tickOffset+e.ticklen+c.labelOffset+f.labelHeight+e.pad.t+e.pad.b;var _=&quot;left&quot;;s.isRightAnchor(e)&amp;&amp;(f.lx-=f.outerLength,_=&quot;right&quot;),s.isCenterAnchor(e)&amp;&amp;(f.lx-=f.outerLength/2,_=&quot;center&quot;);var w=&quot;top&quot;;s.isBottomAnchor(e)&amp;&amp;(f.ly-=f.height,w=&quot;bottom&quot;),s.isMiddleAnchor(e)&amp;&amp;(f.ly-=f.height/2,w=&quot;middle&quot;),f.outerLength=Math.ceil(f.outerLength),f.height=Math.ceil(f.height),f.lx=Math.round(f.lx),f.ly=Math.round(f.ly);var A={y:e.y,b:f.height*p[w],t:f.height*d[w]};&quot;fraction&quot;===e.lenmode?(A.l=0,A.xl=e.x-e.len*d[_],A.r=0,A.xr=e.x+e.len*p[_]):(A.x=e.x,A.l=f.outerLength*d[_],A.r=f.outerLength*p[_]),i.autoMargin(t,g(e),A)}function y(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case&quot;right&quot;:n=a.inputAreaLength-c.currentValueInset-a.currentValueMaxWidth,i=&quot;left&quot;;break;case&quot;center&quot;:n=.5*a.inputAreaLength,i=&quot;middle&quot;;break;default:n=c.currentValueInset,i=&quot;left&quot;}var u=s.ensureSingle(t,&quot;text&quot;,c.labelClass,function(t){t.classed(&quot;user-select-none&quot;,!0).attr({&quot;text-anchor&quot;:i,&quot;data-notex&quot;:1})}),f=e.currentvalue.prefix?e.currentvalue.prefix:&quot;&quot;;if(&quot;string&quot;==typeof r)f+=r;else{var d=e.steps[e.active].label,p=e._gd._fullLayout.meta;p&amp;&amp;(d=s.templateString(d,{meta:p})),f+=d}e.currentvalue.suffix&amp;&amp;(f+=e.currentvalue.suffix),u.call(o.font,e.currentvalue.font).text(f).call(l.convertToTspans,e._gd);var g=l.lineCount(u),v=(a.currentValueMaxLines+1-g)*e.currentvalue.font.size*h;return l.positionText(u,n,v),u}}function b(t,e,r){s.ensureSingle(t,&quot;rect&quot;,c.gripRectClass,function(n){n.call(M,e,t,r).style(&quot;pointer-events&quot;,&quot;all&quot;)}).attr({width:c.gripWidth,height:c.gripHeight,rx:c.gripRadius,ry:c.gripRadius}).call(a.stroke,r.bordercolor).call(a.fill,r.bgcolor).style(&quot;stroke-width&quot;,r.borderwidth+&quot;px&quot;)}function x(t,e,r){var n=s.ensureSingle(t,&quot;text&quot;,c.labelClass,function(t){t.classed(&quot;user-select-none&quot;,!0).attr({&quot;text-anchor&quot;:&quot;middle&quot;,&quot;data-notex&quot;:1})}),i=e.step.label,a=r._gd._fullLayout.meta;return a&amp;&amp;(i=s.templateString(i,{meta:a})),n.call(o.font,r.font).text(i).call(l.convertToTspans,r._gd),n}function _(t,e){var r=s.ensureSingle(t,&quot;g&quot;,c.labelsClass),i=e._dims,a=r.selectAll(&quot;g.&quot;+c.labelGroupClass).data(i.labelSteps);a.enter().append(&quot;g&quot;).classed(c.labelGroupClass,!0),a.exit().remove(),a.each(function(t){var r=n.select(this);r.call(x,t,e),o.setTranslate(r,E(e,t.fraction),c.tickOffset+e.ticklen+e.font.size*h+c.labelOffset+i.currentValueTotalHeight)})}function w(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&amp;&amp;A(t,e,r,o,!0,i)}function A(t,e,r,n,a,o){var s=r.active;r.active=n,u(t.layout,c.name,r).applyUpdate(&quot;active&quot;,n);var l=r.steps[r.active];e.call(k,r,o),e.call(y,r),t.emit(&quot;plotly_sliderchange&quot;,{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&amp;&amp;l.method&amp;&amp;a&amp;&amp;(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame(function(){var r=e._nextMethod.step;r.method&amp;&amp;(r.execute&amp;&amp;i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)})))}function M(t,e,r){var i=r.node(),o=n.select(e);function s(){return r.data()[0]}t.on(&quot;mousedown&quot;,function(){var t=s();e.emit(&quot;plotly_sliderstart&quot;,{slider:t});var l=r.select(&quot;.&quot;+c.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var u=L(t,n.mouse(i)[0]);w(e,r,t,u,!0),t._dragging=!0,o.on(&quot;mousemove&quot;,function(){var t=s(),a=L(t,n.mouse(i)[0]);w(e,r,t,a,!1)}),o.on(&quot;mouseup&quot;,function(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(&quot;mouseup&quot;,null),o.on(&quot;mousemove&quot;,null),e.emit(&quot;plotly_sliderend&quot;,{slider:t,step:t.steps[t.active]})})})}function T(t,e){var r=t.selectAll(&quot;rect.&quot;+c.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(&quot;rect&quot;).classed(c.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+&quot;px&quot;,&quot;shape-rendering&quot;:&quot;crispEdges&quot;}),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?c.tickOffset:c.minorTickOffset)+i.currentValueTotalHeight)})}function k(t,e,r){for(var n=t.select(&quot;rect.&quot;+c.gripRectClass),i=0,a=0;a&lt;e._stepCount;a++)if(e._visibleSteps[a]._index===e.active){i=a;break}var o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&amp;&amp;e.transition.duration&gt;0&amp;&amp;(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(&quot;transform&quot;,&quot;translate(&quot;+(o-.5*c.gripWidth)+&quot;,&quot;+e._dims.currentValueTotalHeight+&quot;)&quot;)}}function E(t,e){var r=t._dims;return r.inputAreaStart+c.stepInset+(r.inputAreaLength-2*c.stepInset)*Math.min(1,Math.max(0,e))}function L(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-c.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*c.stepInset-2*r.inputAreaStart)))}function S(t,e,r){var n=r._dims,i=s.ensureSingle(t,&quot;rect&quot;,c.railTouchRectClass,function(n){n.call(M,e,t,r).style(&quot;pointer-events&quot;,&quot;all&quot;)});i.attr({width:n.inputAreaLength,height:Math.max(n.inputAreaWidth,c.tickOffset+r.ticklen+n.labelHeight)}).call(a.fill,r.bgcolor).attr(&quot;opacity&quot;,0),o.setTranslate(i,0,n.currentValueTotalHeight)}function C(t,e){var r=e._dims,n=r.inputAreaLength-2*c.railInset,i=s.ensureSingle(t,&quot;rect&quot;,c.railRectClass);i.attr({width:n,height:c.railWidth,rx:c.railRadius,ry:c.railRadius,&quot;shape-rendering&quot;:&quot;crispEdges&quot;}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;),o.setTranslate(i,c.railInset,.5*(r.inputAreaWidth-c.railWidth)+r.currentValueTotalHeight)}e.exports=function(t){var e=t._fullLayout,r=function(t,e){for(var r=t[c.name],n=[],i=0;i&lt;r.length;i++){var a=r[i];a.visible&amp;&amp;(a._gd=e,n.push(a))}return n}(e,t),a=e._infolayer.selectAll(&quot;g.&quot;+c.containerClassName).data(r.length&gt;0?[0]:[]);function s(e){e._commandObserver&amp;&amp;(e._commandObserver.remove(),delete e._commandObserver),i.autoMargin(t,g(e))}if(a.enter().append(&quot;g&quot;).classed(c.containerClassName,!0).style(&quot;cursor&quot;,&quot;ew-resize&quot;),a.exit().each(function(){n.select(this).selectAll(&quot;g.&quot;+c.groupClassName).each(s)}).remove(),0!==r.length){var l=a.selectAll(&quot;g.&quot;+c.groupClassName).data(r,v);l.enter().append(&quot;g&quot;).classed(c.groupClassName,!0),l.exit().each(s).remove();for(var u=0;u&lt;r.length;u++){var f=r[u];m(t,f)}l.each(function(e){var r=n.select(this);!function(t){var e=t._dims;e.labelSteps=[];for(var r=t._stepCount,n=0;n&lt;r;n+=e.labelStride)e.labelSteps.push({fraction:n/(r-1),step:t._visibleSteps[n]})}(e),i.manageCommandObserver(t,e,e._visibleSteps,function(e){var n=r.data()[0];n.active!==e.index&amp;&amp;(n._dragging||A(t,r,n,e.index,!1,!0))}),function(t,e,r){(r.steps[r.active]||{}).visible||(r.active=r._visibleSteps[0]._index);e.call(y,r).call(C,r).call(_,r).call(T,r).call(S,t,r).call(b,t,r);var n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(k,r,!1),e.call(y,r)}(t,n.select(this),e)})}}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/plots&quot;:584,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:460,d3:81}],463:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;);e.exports={moduleType:&quot;component&quot;,name:n.name,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;)}},{&quot;./attributes&quot;:459,&quot;./constants&quot;:460,&quot;./defaults&quot;:461,&quot;./draw&quot;:462}],464:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../drawing&quot;),u=t(&quot;../color&quot;),c=t(&quot;../../lib/svg_text_utils&quot;),f=t(&quot;../../constants/interactions&quot;);e.exports={draw:function(t,e,r){var d,p=r.propContainer,g=r.propName,v=r.placeholder,m=r.traceIndex,y=r.avoid||{},b=r.attributes,x=r.transform,_=r.containerGroup,w=t._fullLayout,A=1,M=!1,T=p.title,k=(T&amp;&amp;T.text?T.text:&quot;&quot;).trim(),E=T&amp;&amp;T.font?T.font:{},L=E.family,S=E.size,C=E.color;&quot;title.text&quot;===g?d=&quot;titleText&quot;:-1!==g.indexOf(&quot;axis&quot;)?d=&quot;axisTitleText&quot;:g.indexOf(!0)&amp;&amp;(d=&quot;colorbarTitleText&quot;);var O=t._context.edits[d];&quot;&quot;===k?A=0:k.replace(h,&quot; % &quot;)===v.replace(h,&quot; % &quot;)&amp;&amp;(A=.2,M=!0,O||(k=&quot;&quot;));w.meta&amp;&amp;(k=s.templateString(k,{meta:w.meta}));var R=k||O;_||(_=s.ensureSingle(w._infolayer,&quot;g&quot;,&quot;g-&quot;+e));var P=_.selectAll(&quot;text&quot;).data(R?[0]:[]);if(P.enter().append(&quot;text&quot;),P.text(k).attr(&quot;class&quot;,e),P.exit().remove(),!R)return _;function z(t){s.syncOrAsync([I,N],t)}function I(e){var r;return x?(r=&quot;&quot;,x.rotate&amp;&amp;(r+=&quot;rotate(&quot;+[x.rotate,b.x,b.y]+&quot;)&quot;),x.offset&amp;&amp;(r+=&quot;translate(0, &quot;+x.offset+&quot;)&quot;)):r=null,e.attr(&quot;transform&quot;,r),e.style({&quot;font-family&quot;:L,&quot;font-size&quot;:n.round(S,2)+&quot;px&quot;,fill:u.rgb(C),opacity:A*u.opacity(C),&quot;font-weight&quot;:a.fontWeight}).attr(b).call(c.convertToTspans,t),a.previousPromises(t)}function N(t){var e=n.select(t.node().parentNode);if(y&amp;&amp;y.selection&amp;&amp;y.side&amp;&amp;k){e.attr(&quot;transform&quot;,null);var r=0,a={left:&quot;right&quot;,right:&quot;left&quot;,top:&quot;bottom&quot;,bottom:&quot;top&quot;}[y.side],o=-1!==[&quot;left&quot;,&quot;top&quot;].indexOf(y.side)?-1:1,u=i(y.pad)?y.pad:2,c=l.bBox(e.node()),f={left:0,top:0,right:w.width,bottom:w.height},h=y.maxShift||(f[y.side]-c[y.side])*(&quot;left&quot;===y.side||&quot;top&quot;===y.side?-1:1);if(h&lt;0)r=h;else{var d=y.offsetLeft||0,p=y.offsetTop||0;c.left-=d,c.right-=d,c.top-=p,c.bottom-=p,y.selection.each(function(){var t=l.bBox(this);s.bBoxIntersect(c,t,u)&amp;&amp;(r=Math.max(r,o*(t[y.side]-c[a])+u))}),r=Math.min(h,r)}if(r&gt;0||h&lt;0){var g={left:[-r,0],right:[r,0],top:[0,-r],bottom:[0,r]}[y.side];e.attr(&quot;transform&quot;,&quot;translate(&quot;+g+&quot;)&quot;)}}}P.call(z),O&amp;&amp;(k?P.on(&quot;.opacity&quot;,null):(A=0,M=!0,P.text(v).on(&quot;mouseover.opacity&quot;,function(){n.select(this).transition().duration(f.SHOW_PLACEHOLDER).style(&quot;opacity&quot;,1)}).on(&quot;mouseout.opacity&quot;,function(){n.select(this).transition().duration(f.HIDE_PLACEHOLDER).style(&quot;opacity&quot;,0)})),P.call(c.makeEditable,{gd:t}).on(&quot;edit&quot;,function(e){void 0!==m?o.call(&quot;_guiRestyle&quot;,t,g,e,m):o.call(&quot;_guiRelayout&quot;,t,g,e)}).on(&quot;cancel&quot;,function(){this.text(this.attr(&quot;data-unformatted&quot;)).call(z)}).on(&quot;input&quot;,function(t){this.text(t||&quot; &quot;).call(c.positionText,b.x,b.y)}));return P.classed(&quot;js-placeholder&quot;,M),_}};var h=/ [XY][0-9]* /},{&quot;../../constants/interactions&quot;:474,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81,&quot;fast-isnumeric&quot;:90}],465:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendFlat,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll,s=t(&quot;../../plots/pad_attributes&quot;),l=t(&quot;../../plot_api/plot_template&quot;).templatedArray,u=l(&quot;button&quot;,{visible:{valType:&quot;boolean&quot;},method:{valType:&quot;enumerated&quot;,values:[&quot;restyle&quot;,&quot;relayout&quot;,&quot;animate&quot;,&quot;update&quot;,&quot;skip&quot;],dflt:&quot;restyle&quot;},args:{valType:&quot;info_array&quot;,freeLength:!0,items:[{valType:&quot;any&quot;},{valType:&quot;any&quot;},{valType:&quot;any&quot;}]},label:{valType:&quot;string&quot;,dflt:&quot;&quot;},execute:{valType:&quot;boolean&quot;,dflt:!0}});e.exports=o(l(&quot;updatemenu&quot;,{_arrayAttrRegexps:[/^updatemenus\\[(0|[1-9][0-9]+)\\]\\.buttons/],visible:{valType:&quot;boolean&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;dropdown&quot;,&quot;buttons&quot;],dflt:&quot;dropdown&quot;},direction:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;right&quot;,&quot;up&quot;,&quot;down&quot;],dflt:&quot;down&quot;},active:{valType:&quot;integer&quot;,min:-1,dflt:0},showactive:{valType:&quot;boolean&quot;,dflt:!0},buttons:u,x:{valType:&quot;number&quot;,min:-2,max:3,dflt:-.05},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;right&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:1},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;},pad:a(s({editType:&quot;arraydraw&quot;}),{}),font:n({}),bgcolor:{valType:&quot;color&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.borderLine},borderwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;arraydraw&quot;}}),&quot;arraydraw&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/font_attributes&quot;:567,&quot;../../plots/pad_attributes&quot;:583,&quot;../color/attributes&quot;:375}],466:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;updatemenus&quot;,containerClassName:&quot;updatemenu-container&quot;,headerGroupClassName:&quot;updatemenu-header-group&quot;,headerClassName:&quot;updatemenu-header&quot;,headerArrowClassName:&quot;updatemenu-header-arrow&quot;,dropdownButtonGroupClassName:&quot;updatemenu-dropdown-button-group&quot;,dropdownButtonClassName:&quot;updatemenu-dropdown-button&quot;,buttonClassName:&quot;updatemenu-button&quot;,itemRectClassName:&quot;updatemenu-item-rect&quot;,itemTextClassName:&quot;updatemenu-item-text&quot;,menuIndexAttrName:&quot;updatemenu-active-index&quot;,autoMarginIdRoot:&quot;updatemenu-&quot;,blankHeaderOpts:{label:&quot;  &quot;},minWidth:30,minHeight:30,textPadX:24,arrowPadX:16,rx:2,ry:2,textOffsetX:12,textOffsetY:3,arrowOffsetX:4,gapButtonHeader:5,gapButton:2,activeColor:&quot;#F4FAFF&quot;,hoverColor:&quot;#F4FAFF&quot;,arrowSymbol:{left:&quot;\\u25c4&quot;,right:&quot;\\u25ba&quot;,up:&quot;\\u25b2&quot;,down:&quot;\\u25bc&quot;}}},{}],467:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/array_container_defaults&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;).name,s=a.buttons;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}o(&quot;visible&quot;,i(t,e,{name:&quot;buttons&quot;,handleItemDefaults:u}).length&gt;0)&amp;&amp;(o(&quot;active&quot;),o(&quot;direction&quot;),o(&quot;type&quot;),o(&quot;showactive&quot;),o(&quot;x&quot;),o(&quot;y&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),o(&quot;xanchor&quot;),o(&quot;yanchor&quot;),o(&quot;pad.t&quot;),o(&quot;pad.r&quot;),o(&quot;pad.b&quot;),o(&quot;pad.l&quot;),n.coerceFont(o,&quot;font&quot;,r.font),o(&quot;bgcolor&quot;,r.paper_bgcolor),o(&quot;bordercolor&quot;),o(&quot;borderwidth&quot;))}function u(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}r(&quot;visible&quot;,&quot;skip&quot;===t.method||Array.isArray(t.args))&amp;&amp;(r(&quot;method&quot;),r(&quot;args&quot;),r(&quot;label&quot;),r(&quot;execute&quot;))}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;./attributes&quot;:465,&quot;./constants&quot;:466}],468:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../color&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,c=t(&quot;../../constants/alignment&quot;).LINE_SPACING,f=t(&quot;./constants&quot;),h=t(&quot;./scrollbox&quot;);function d(t){return t._index}function p(t,e){return+t.attr(f.menuIndexAttrName)===e._index}function g(t,e,r,n,i,a,o,s){e.active=o,u(t.layout,f.name,e).applyUpdate(&quot;active&quot;,o),&quot;buttons&quot;===e.type?m(t,n,null,null,e):&quot;dropdown&quot;===e.type&amp;&amp;(i.attr(f.menuIndexAttrName,&quot;-1&quot;),v(t,n,i,a,e),s||m(t,n,i,a,e))}function v(t,e,r,n,i){var a=s.ensureSingle(e,&quot;g&quot;,f.headerClassName,function(t){t.style(&quot;pointer-events&quot;,&quot;all&quot;)}),l=i._dims,u=i.active,c=i.buttons[u]||f.blankHeaderOpts,h={y:i.pad.t,yPad:0,x:i.pad.l,xPad:0,index:0},d={width:l.headerWidth,height:l.headerHeight};a.call(y,i,c,t).call(k,i,h,d),s.ensureSingle(e,&quot;text&quot;,f.headerArrowClassName,function(t){t.classed(&quot;user-select-none&quot;,!0).attr(&quot;text-anchor&quot;,&quot;end&quot;).call(o.font,i.font).text(f.arrowSymbol[i.direction])}).attr({x:l.headerWidth-f.arrowOffsetX+i.pad.l,y:l.headerHeight/2+f.textOffsetY+i.pad.t}),a.on(&quot;click&quot;,function(){r.call(E,String(p(r,i)?-1:i._index)),m(t,e,r,n,i)}),a.on(&quot;mouseover&quot;,function(){a.call(w)}),a.on(&quot;mouseout&quot;,function(){a.call(A,i)}),o.setTranslate(e,l.lx,l.ly)}function m(t,e,r,a,o){r||(r=e).attr(&quot;pointer-events&quot;,&quot;all&quot;);var l=function(t){return-1==+t.attr(f.menuIndexAttrName)}(r)&amp;&amp;&quot;buttons&quot;!==o.type?[]:o.buttons,u=&quot;dropdown&quot;===o.type?f.dropdownButtonClassName:f.buttonClassName,c=r.selectAll(&quot;g.&quot;+u).data(s.filterVisible(l)),h=c.enter().append(&quot;g&quot;).classed(u,!0),d=c.exit();&quot;dropdown&quot;===o.type?(h.attr(&quot;opacity&quot;,&quot;0&quot;).transition().attr(&quot;opacity&quot;,&quot;1&quot;),d.transition().attr(&quot;opacity&quot;,&quot;0&quot;).remove()):d.remove();var p=0,v=0,m=o._dims,b=-1!==[&quot;up&quot;,&quot;down&quot;].indexOf(o.direction);&quot;dropdown&quot;===o.type&amp;&amp;(b?v=m.headerHeight+f.gapButtonHeader:p=m.headerWidth+f.gapButtonHeader),&quot;dropdown&quot;===o.type&amp;&amp;&quot;up&quot;===o.direction&amp;&amp;(v=-f.gapButtonHeader+f.gapButton-m.openHeight),&quot;dropdown&quot;===o.type&amp;&amp;&quot;left&quot;===o.direction&amp;&amp;(p=-f.gapButtonHeader+f.gapButton-m.openWidth);var x={x:m.lx+p+o.pad.l,y:m.ly+v+o.pad.t,yPad:f.gapButton,xPad:f.gapButton,index:0},M={l:x.x+o.borderwidth,t:x.y+o.borderwidth};c.each(function(s,l){var u=n.select(this);u.call(y,o,s,t).call(k,o,x),u.on(&quot;click&quot;,function(){n.event.defaultPrevented||(g(t,o,0,e,r,a,l),s.execute&amp;&amp;i.executeAPICommand(t,s.method,s.args),t.emit(&quot;plotly_buttonclicked&quot;,{menu:o,button:s,active:o.active}))}),u.on(&quot;mouseover&quot;,function(){u.call(w)}),u.on(&quot;mouseout&quot;,function(){u.call(A,o),c.call(_,o)})}),c.call(_,o),b?(M.w=Math.max(m.openWidth,m.headerWidth),M.h=x.y-M.t):(M.w=x.x-M.l,M.h=Math.max(m.openHeight,m.headerHeight)),M.direction=o.direction,a&amp;&amp;(c.size()?function(t,e,r,n,i,a){var o,s,l,u=i.direction,c=&quot;up&quot;===u||&quot;down&quot;===u,h=i._dims,d=i.active;if(c)for(s=0,l=0;l&lt;d;l++)s+=h.heights[l]+f.gapButton;else for(o=0,l=0;l&lt;d;l++)o+=h.widths[l]+f.gapButton;n.enable(a,o,s),n.hbar&amp;&amp;n.hbar.attr(&quot;opacity&quot;,&quot;0&quot;).transition().attr(&quot;opacity&quot;,&quot;1&quot;);n.vbar&amp;&amp;n.vbar.attr(&quot;opacity&quot;,&quot;0&quot;).transition().attr(&quot;opacity&quot;,&quot;1&quot;)}(0,0,0,a,o,M):function(t){var e=!!t.hbar,r=!!t.vbar;e&amp;&amp;t.hbar.transition().attr(&quot;opacity&quot;,&quot;0&quot;).each(&quot;end&quot;,function(){e=!1,r||t.disable()});r&amp;&amp;t.vbar.transition().attr(&quot;opacity&quot;,&quot;0&quot;).each(&quot;end&quot;,function(){r=!1,e||t.disable()})}(a))}function y(t,e,r,n){t.call(b,e).call(x,e,r,n)}function b(t,e){s.ensureSingle(t,&quot;rect&quot;,f.itemRectClassName,function(t){t.attr({rx:f.rx,ry:f.ry,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;)}function x(t,e,r,n){var i=s.ensureSingle(t,&quot;text&quot;,f.itemTextClassName,function(t){t.classed(&quot;user-select-none&quot;,!0).attr({&quot;text-anchor&quot;:&quot;start&quot;,&quot;data-notex&quot;:1})}),a=r.label,u=n._fullLayout.meta;u&amp;&amp;(a=s.templateString(a,{meta:u})),i.call(o.font,e.font).text(a).call(l.convertToTspans,n)}function _(t,e){var r=e.active;t.each(function(t,i){var o=n.select(this);i===r&amp;&amp;e.showactive&amp;&amp;o.select(&quot;rect.&quot;+f.itemRectClassName).call(a.fill,f.activeColor)})}function w(t){t.select(&quot;rect.&quot;+f.itemRectClassName).call(a.fill,f.hoverColor)}function A(t,e){t.select(&quot;rect.&quot;+f.itemRectClassName).call(a.fill,e.bgcolor)}function M(t,e){var r=e._dims={width1:0,height1:0,heights:[],widths:[],totalWidth:0,totalHeight:0,openWidth:0,openHeight:0,lx:0,ly:0},a=o.tester.selectAll(&quot;g.&quot;+f.dropdownButtonClassName).data(s.filterVisible(e.buttons));a.enter().append(&quot;g&quot;).classed(f.dropdownButtonClassName,!0);var u=-1!==[&quot;up&quot;,&quot;down&quot;].indexOf(e.direction);a.each(function(i,a){var s=n.select(this);s.call(y,e,i,t);var h=s.select(&quot;.&quot;+f.itemTextClassName),d=h.node()&amp;&amp;o.bBox(h.node()).width,p=Math.max(d+f.textPadX,f.minWidth),g=e.font.size*c,v=l.lineCount(h),m=Math.max(g*v,f.minHeight)+f.textOffsetY;m=Math.ceil(m),p=Math.ceil(p),r.widths[a]=p,r.heights[a]=m,r.height1=Math.max(r.height1,m),r.width1=Math.max(r.width1,p),u?(r.totalWidth=Math.max(r.totalWidth,p),r.openWidth=r.totalWidth,r.totalHeight+=m+f.gapButton,r.openHeight+=m+f.gapButton):(r.totalWidth+=p+f.gapButton,r.openWidth+=p+f.gapButton,r.totalHeight=Math.max(r.totalHeight,m),r.openHeight=r.totalHeight)}),u?r.totalHeight-=f.gapButton:r.totalWidth-=f.gapButton,r.headerWidth=r.width1+f.arrowPadX,r.headerHeight=r.height1,&quot;dropdown&quot;===e.type&amp;&amp;(u?(r.width1+=f.arrowPadX,r.totalHeight=r.height1):r.totalWidth=r.width1,r.totalWidth+=f.arrowPadX),a.remove();var h=r.totalWidth+e.pad.l+e.pad.r,d=r.totalHeight+e.pad.t+e.pad.b,p=t._fullLayout._size;r.lx=p.l+p.w*e.x,r.ly=p.t+p.h*(1-e.y);var g=&quot;left&quot;;s.isRightAnchor(e)&amp;&amp;(r.lx-=h,g=&quot;right&quot;),s.isCenterAnchor(e)&amp;&amp;(r.lx-=h/2,g=&quot;center&quot;);var v=&quot;top&quot;;s.isBottomAnchor(e)&amp;&amp;(r.ly-=d,v=&quot;bottom&quot;),s.isMiddleAnchor(e)&amp;&amp;(r.ly-=d/2,v=&quot;middle&quot;),r.totalWidth=Math.ceil(r.totalWidth),r.totalHeight=Math.ceil(r.totalHeight),r.lx=Math.round(r.lx),r.ly=Math.round(r.ly),i.autoMargin(t,T(e),{x:e.x,y:e.y,l:h*({right:1,center:.5}[g]||0),r:h*({left:1,center:.5}[g]||0),b:d*({top:1,middle:.5}[v]||0),t:d*({bottom:1,middle:.5}[v]||0)})}function T(t){return f.autoMarginIdRoot+t._index}function k(t,e,r,n){n=n||{};var i=t.select(&quot;.&quot;+f.itemRectClassName),a=t.select(&quot;.&quot;+f.itemTextClassName),s=e.borderwidth,u=r.index,h=e._dims;o.setTranslate(t,s+r.x,s+r.y);var d=-1!==[&quot;up&quot;,&quot;down&quot;].indexOf(e.direction),p=n.height||(d?h.heights[u]:h.height1);i.attr({x:0,y:0,width:n.width||(d?h.width1:h.widths[u]),height:p});var g=e.font.size*c,v=(l.lineCount(a)-1)*g/2;l.positionText(a,f.textOffsetX,p/2-v+f.textOffsetY),d?r.y+=h.heights[u]+r.yPad:r.x+=h.widths[u]+r.xPad,r.index++}function E(t,e){t.attr(f.menuIndexAttrName,e||&quot;-1&quot;).selectAll(&quot;g.&quot;+f.dropdownButtonClassName).remove()}e.exports=function(t){var e=t._fullLayout,r=s.filterVisible(e[f.name]);function a(e){i.autoMargin(t,T(e))}var o=e._menulayer.selectAll(&quot;g.&quot;+f.containerClassName).data(r.length&gt;0?[0]:[]);if(o.enter().append(&quot;g&quot;).classed(f.containerClassName,!0).style(&quot;cursor&quot;,&quot;pointer&quot;),o.exit().each(function(){n.select(this).selectAll(&quot;g.&quot;+f.headerGroupClassName).each(a)}).remove(),0!==r.length){var l=o.selectAll(&quot;g.&quot;+f.headerGroupClassName).data(r,d);l.enter().append(&quot;g&quot;).classed(f.headerGroupClassName,!0);for(var u=s.ensureSingle(o,&quot;g&quot;,f.dropdownButtonGroupClassName,function(t){t.style(&quot;pointer-events&quot;,&quot;all&quot;)}),c=0;c&lt;r.length;c++){var y=r[c];M(t,y)}var b=&quot;updatemenus&quot;+e._uid,x=new h(t,u,b);l.enter().size()&amp;&amp;(u.node().parentNode.appendChild(u.node()),u.call(E)),l.exit().each(function(t){u.call(E),a(t)}).remove(),l.each(function(e){var r=n.select(this),a=&quot;dropdown&quot;===e.type?u:null;i.manageCommandObserver(t,e,e.buttons,function(n){g(t,e,e.buttons[n.index],r,a,x,n.index,!0)}),&quot;dropdown&quot;===e.type?(v(t,r,u,x,e),p(u,e)&amp;&amp;m(t,r,u,x,e)):m(t,r,null,null,e)})}}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/plots&quot;:584,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:466,&quot;./scrollbox&quot;:470,d3:81}],469:[function(t,e,r){arguments[4][463][0].apply(r,arguments)},{&quot;./attributes&quot;:465,&quot;./constants&quot;:466,&quot;./defaults&quot;:467,&quot;./draw&quot;:468,dup:463}],470:[function(t,e,r){&quot;use strict&quot;;e.exports=s;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;),a=t(&quot;../drawing&quot;),o=t(&quot;../../lib&quot;);function s(t,e,r){this.gd=t,this.container=e,this.id=r,this.position=null,this.translateX=null,this.translateY=null,this.hbar=null,this.vbar=null,this.bg=this.container.selectAll(&quot;rect.scrollbox-bg&quot;).data([0]),this.bg.exit().on(&quot;.drag&quot;,null).on(&quot;wheel&quot;,null).remove(),this.bg.enter().append(&quot;rect&quot;).classed(&quot;scrollbox-bg&quot;,!0).style(&quot;pointer-events&quot;,&quot;all&quot;).attr({opacity:0,x:0,y:0,width:0,height:0})}s.barWidth=2,s.barLength=20,s.barRadius=2,s.barPad=1,s.barColor=&quot;#808BA4&quot;,s.prototype.enable=function(t,e,r){var o=this.gd._fullLayout,l=o.width,u=o.height;this.position=t;var c,f,h,d,p=this.position.l,g=this.position.w,v=this.position.t,m=this.position.h,y=this.position.direction,b=&quot;down&quot;===y,x=&quot;left&quot;===y,_=&quot;up&quot;===y,w=g,A=m;b||x||&quot;right&quot;===y||_||(this.position.direction=&quot;down&quot;,b=!0),b||_?(f=(c=p)+w,b?(h=v,A=(d=Math.min(h+A,u))-h):A=(d=v+A)-(h=Math.max(d-A,0))):(d=(h=v)+A,x?w=(f=p+w)-(c=Math.max(f-w,0)):(c=p,w=(f=Math.min(c+w,l))-c)),this._box={l:c,t:h,w:w,h:A};var M=g&gt;w,T=s.barLength+2*s.barPad,k=s.barWidth+2*s.barPad,E=p,L=v+m;L+k&gt;u&amp;&amp;(L=u-k);var S=this.container.selectAll(&quot;rect.scrollbar-horizontal&quot;).data(M?[0]:[]);S.exit().on(&quot;.drag&quot;,null).remove(),S.enter().append(&quot;rect&quot;).classed(&quot;scrollbar-horizontal&quot;,!0).call(i.fill,s.barColor),M?(this.hbar=S.attr({rx:s.barRadius,ry:s.barRadius,x:E,y:L,width:T,height:k}),this._hbarXMin=E+T/2,this._hbarTranslateMax=w-T):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var C=m&gt;A,O=s.barWidth+2*s.barPad,R=s.barLength+2*s.barPad,P=p+g,z=v;P+O&gt;l&amp;&amp;(P=l-O);var I=this.container.selectAll(&quot;rect.scrollbar-vertical&quot;).data(C?[0]:[]);I.exit().on(&quot;.drag&quot;,null).remove(),I.enter().append(&quot;rect&quot;).classed(&quot;scrollbar-vertical&quot;,!0).call(i.fill,s.barColor),C?(this.vbar=I.attr({rx:s.barRadius,ry:s.barRadius,x:P,y:z,width:O,height:R}),this._vbarYMin=z+R/2,this._vbarTranslateMax=A-R):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var N=this.id,D=c-.5,F=C?f+O+.5:f+.5,j=h-.5,B=M?d+k+.5:d+.5,U=o._topdefs.selectAll(&quot;#&quot;+N).data(M||C?[0]:[]);if(U.exit().remove(),U.enter().append(&quot;clipPath&quot;).attr(&quot;id&quot;,N).append(&quot;rect&quot;),M||C?(this._clipRect=U.select(&quot;rect&quot;).attr({x:Math.floor(D),y:Math.floor(j),width:Math.ceil(F)-Math.floor(D),height:Math.ceil(B)-Math.floor(j)}),this.container.call(a.setClipUrl,N,this.gd),this.bg.attr({x:p,y:v,width:g,height:m})):(this.bg.attr({width:0,height:0}),this.container.on(&quot;wheel&quot;,null).on(&quot;.drag&quot;,null).call(a.setClipUrl,null),delete this._clipRect),M||C){var V=n.behavior.drag().on(&quot;dragstart&quot;,function(){n.event.sourceEvent.preventDefault()}).on(&quot;drag&quot;,this._onBoxDrag.bind(this));this.container.on(&quot;wheel&quot;,null).on(&quot;wheel&quot;,this._onBoxWheel.bind(this)).on(&quot;.drag&quot;,null).call(V);var H=n.behavior.drag().on(&quot;dragstart&quot;,function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()}).on(&quot;drag&quot;,this._onBarDrag.bind(this));M&amp;&amp;this.hbar.on(&quot;.drag&quot;,null).call(H),C&amp;&amp;this.vbar.on(&quot;.drag&quot;,null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&amp;&amp;(this.bg.attr({width:0,height:0}),this.container.on(&quot;wheel&quot;,null).on(&quot;.drag&quot;,null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&amp;&amp;(this.hbar.on(&quot;.drag&quot;,null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&amp;&amp;(this.vbar.on(&quot;.drag&quot;,null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&amp;&amp;(t-=n.event.dx),this.vbar&amp;&amp;(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&amp;&amp;(t+=n.event.deltaY),this.vbar&amp;&amp;(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&amp;&amp;this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81}],471:[function(t,e,r){&quot;use strict&quot;;e.exports={FROM_BL:{left:0,center:.5,right:1,bottom:0,middle:.5,top:1},FROM_TL:{left:0,center:.5,right:1,bottom:1,middle:.5,top:0},FROM_BR:{left:1,center:.5,right:0,bottom:0,middle:.5,top:1},LINE_SPACING:1.3,CAP_SHIFT:.7,MID_SHIFT:.35,OPPOSITE_SIDE:{left:&quot;right&quot;,right:&quot;left&quot;,top:&quot;bottom&quot;,bottom:&quot;top&quot;}}},{}],472:[function(t,e,r){&quot;use strict&quot;;e.exports={solid:[[],0],dot:[[.5,1],200],dash:[[.5,1],50],longdash:[[.5,1],10],dashdot:[[.5,.625,.875,1],50],longdashdot:[[.5,.7,.8,1],10]}},{}],473:[function(t,e,r){&quot;use strict&quot;;e.exports={circle:&quot;\\u25cf&quot;,&quot;circle-open&quot;:&quot;\\u25cb&quot;,square:&quot;\\u25a0&quot;,&quot;square-open&quot;:&quot;\\u25a1&quot;,diamond:&quot;\\u25c6&quot;,&quot;diamond-open&quot;:&quot;\\u25c7&quot;,cross:&quot;+&quot;,x:&quot;\\u274c&quot;}},{}],474:[function(t,e,r){&quot;use strict&quot;;e.exports={SHOW_PLACEHOLDER:100,HIDE_PLACEHOLDER:1e3,DBLCLICKDELAY:300,DESELECTDIM:.2}},{}],475:[function(t,e,r){&quot;use strict&quot;;e.exports={BADNUM:void 0,FP_SAFE:Number.MAX_VALUE/1e4,ONEAVGYEAR:315576e5,ONEAVGMONTH:26298e5,ONEDAY:864e5,ONEHOUR:36e5,ONEMIN:6e4,ONESEC:1e3,EPOCHJD:2440587.5,ALMOST_EQUAL:1-1e-6,LOG_CLIP:10,MINUS_SIGN:&quot;\\u2212&quot;}},{}],476:[function(t,e,r){&quot;use strict&quot;;r.xmlns=&quot;http://www.w3.org/2000/xmlns/&quot;,r.svg=&quot;http://www.w3.org/2000/svg&quot;,r.xlink=&quot;http://www.w3.org/1999/xlink&quot;,r.svgAttrs={xmlns:r.svg,&quot;xmlns:xlink&quot;:r.xlink}},{}],477:[function(t,e,r){&quot;use strict&quot;;r.version=&quot;1.46.1&quot;,t(&quot;es6-promise&quot;).polyfill(),t(&quot;../build/plotcss&quot;),t(&quot;./fonts/mathjax_config&quot;)();for(var n=t(&quot;./registry&quot;),i=r.register=n.register,a=t(&quot;./plot_api&quot;),o=Object.keys(a),s=0;s&lt;o.length;s++){var l=o[s];&quot;_&quot;!==l.charAt(0)&amp;&amp;(r[l]=a[l]),i({moduleType:&quot;apiMethod&quot;,name:l,fn:a[l]})}i(t(&quot;./traces/scatter&quot;)),i([t(&quot;./components/fx&quot;),t(&quot;./components/legend&quot;),t(&quot;./components/annotations&quot;),t(&quot;./components/annotations3d&quot;),t(&quot;./components/shapes&quot;),t(&quot;./components/images&quot;),t(&quot;./components/updatemenus&quot;),t(&quot;./components/sliders&quot;),t(&quot;./components/rangeslider&quot;),t(&quot;./components/rangeselector&quot;),t(&quot;./components/grid&quot;),t(&quot;./components/errorbars&quot;),t(&quot;./components/colorscale&quot;)]),i([t(&quot;./locale-en&quot;),t(&quot;./locale-en-us&quot;)]),r.Icons=t(&quot;../build/ploticon&quot;),r.Plots=t(&quot;./plots/plots&quot;),r.Fx=t(&quot;./components/fx&quot;),r.Snapshot=t(&quot;./snapshot&quot;),r.PlotSchema=t(&quot;./plot_api/plot_schema&quot;),r.Queue=t(&quot;./lib/queue&quot;),r.d3=t(&quot;d3&quot;)},{&quot;../build/plotcss&quot;:1,&quot;../build/ploticon&quot;:2,&quot;./components/annotations&quot;:369,&quot;./components/annotations3d&quot;:374,&quot;./components/colorscale&quot;:388,&quot;./components/errorbars&quot;:403,&quot;./components/fx&quot;:415,&quot;./components/grid&quot;:419,&quot;./components/images&quot;:424,&quot;./components/legend&quot;:432,&quot;./components/rangeselector&quot;:443,&quot;./components/rangeslider&quot;:450,&quot;./components/shapes&quot;:458,&quot;./components/sliders&quot;:463,&quot;./components/updatemenus&quot;:469,&quot;./fonts/mathjax_config&quot;:478,&quot;./lib/queue&quot;:509,&quot;./locale-en&quot;:522,&quot;./locale-en-us&quot;:521,&quot;./plot_api&quot;:526,&quot;./plot_api/plot_schema&quot;:530,&quot;./plots/plots&quot;:584,&quot;./registry&quot;:592,&quot;./snapshot&quot;:597,&quot;./traces/scatter&quot;:628,d3:81,&quot;es6-promise&quot;:88}],478:[function(t,e,r){&quot;use strict&quot;;e.exports=function(){&quot;undefined&quot;!=typeof MathJax&amp;&amp;(&quot;local&quot;!==(window.PlotlyConfig||{}).MathJaxConfig&amp;&amp;(MathJax.Hub.Config({messageStyle:&quot;none&quot;,skipStartupTypeset:!0,displayAlign:&quot;left&quot;,tex2jax:{inlineMath:[[&quot;$&quot;,&quot;$&quot;],[&quot;\\\\(&quot;,&quot;\\\\)&quot;]]}}),MathJax.Hub.Configured()))}},{}],479:[function(t,e,r){&quot;use strict&quot;;r.isLeftAnchor=function(t){return&quot;left&quot;===t.xanchor||&quot;auto&quot;===t.xanchor&amp;&amp;t.x&lt;=1/3},r.isCenterAnchor=function(t){return&quot;center&quot;===t.xanchor||&quot;auto&quot;===t.xanchor&amp;&amp;t.x&gt;1/3&amp;&amp;t.x&lt;2/3},r.isRightAnchor=function(t){return&quot;right&quot;===t.xanchor||&quot;auto&quot;===t.xanchor&amp;&amp;t.x&gt;=2/3},r.isTopAnchor=function(t){return&quot;top&quot;===t.yanchor||&quot;auto&quot;===t.yanchor&amp;&amp;t.y&gt;=2/3},r.isMiddleAnchor=function(t){return&quot;middle&quot;===t.yanchor||&quot;auto&quot;===t.yanchor&amp;&amp;t.y&gt;1/3&amp;&amp;t.y&lt;2/3},r.isBottomAnchor=function(t){return&quot;bottom&quot;===t.yanchor||&quot;auto&quot;===t.yanchor&amp;&amp;t.y&lt;=1/3}},{}],480:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./mod&quot;),i=n.mod,a=n.modHalf,o=Math.PI,s=2*o;function l(t){return Math.abs(t[1]-t[0])&gt;s-1e-14}function u(t,e){return a(e-t,s)}function c(t,e){if(l(e))return!0;var r,n;e[0]&lt;e[1]?(r=e[0],n=e[1]):(r=e[1],n=e[0]),(r=i(r,s))&gt;(n=i(n,s))&amp;&amp;(n+=s);var a=i(t,s),o=a+s;return a&gt;=r&amp;&amp;a&lt;=n||o&gt;=r&amp;&amp;o&lt;=n}function f(t,e,r,n,i,a,u){i=i||0,a=a||0;var c,f,h,d,p,g=l([r,n]);function v(t,e){return[t*Math.cos(e)+i,a-t*Math.sin(e)]}g?(c=0,f=o,h=s):r&lt;n?(c=r,h=n):(c=n,h=r),t&lt;e?(d=t,p=e):(d=e,p=t);var m,y=Math.abs(h-c)&lt;=o?0:1;function b(t,e,r){return&quot;A&quot;+[t,t]+&quot; &quot;+[0,y,r]+&quot; &quot;+v(t,e)}return g?m=null===d?&quot;M&quot;+v(p,c)+b(p,f,0)+b(p,h,0)+&quot;Z&quot;:&quot;M&quot;+v(d,c)+b(d,f,0)+b(d,h,0)+&quot;ZM&quot;+v(p,c)+b(p,f,1)+b(p,h,1)+&quot;Z&quot;:null===d?(m=&quot;M&quot;+v(p,c)+b(p,h,0),u&amp;&amp;(m+=&quot;L0,0Z&quot;)):m=&quot;M&quot;+v(d,c)+&quot;L&quot;+v(p,c)+b(p,h,0)+&quot;L&quot;+v(d,h)+b(d,c,1)+&quot;Z&quot;,m}e.exports={deg2rad:function(t){return t/180*o},rad2deg:function(t){return t/o*180},angleDelta:u,angleDist:function(t,e){return Math.abs(u(t,e))},isFullCircle:l,isAngleInsideSector:c,isPtInsideSector:function(t,e,r,n){return!!c(e,n)&amp;&amp;(r[0]&lt;r[1]?(i=r[0],a=r[1]):(i=r[1],a=r[0]),t&gt;=i&amp;&amp;t&lt;=a);var i,a},pathArc:function(t,e,r,n,i){return f(null,t,e,r,n,i,0)},pathSector:function(t,e,r,n,i){return f(null,t,e,r,n,i,1)},pathAnnulus:function(t,e,r,n,i,a){return f(t,e,r,n,i,a,1)}}},{&quot;./mod&quot;:502}],481:[function(t,e,r){&quot;use strict&quot;;var n=Array.isArray,i=&quot;undefined&quot;!=typeof ArrayBuffer&amp;&amp;ArrayBuffer.isView?ArrayBuffer:{isView:function(){return!1}},a=&quot;undefined&quot;==typeof DataView?function(){}:DataView;function o(t){return i.isView(t)&amp;&amp;!(t instanceof a)}function s(t){return n(t)||o(t)}function l(t,e,r){if(s(t)){if(s(t[0])){for(var n=r,i=0;i&lt;t.length;i++)n=e(n,t[i].length);return n}return t.length}return 0}r.isTypedArray=o,r.isArrayOrTypedArray=s,r.isArray1D=function(t){return!s(t[0])},r.ensureArray=function(t,e){return n(t)||(t=[]),t.length=e,t},r.concat=function(){var t,e,r,i,a,o,s,l,u=[],c=!0,f=0;for(r=0;r&lt;arguments.length;r++)(o=(i=arguments[r]).length)&amp;&amp;(e?u.push(i):(e=i,a=o),n(i)?t=!1:(c=!1,f?t!==i.constructor&amp;&amp;(t=!1):t=i.constructor),f+=o);if(!f)return[];if(!u.length)return e;if(c)return e.concat.apply(e,u);if(t){for((s=new t(f)).set(e),r=0;r&lt;u.length;r++)i=u[r],s.set(i,a),a+=i.length;return s}for(s=new Array(f),l=0;l&lt;e.length;l++)s[l]=e[l];for(r=0;r&lt;u.length;r++){for(i=u[r],l=0;l&lt;i.length;l++)s[a+l]=i[l];a+=l}return s},r.maxRowLength=function(t){return l(t,Math.max,0)},r.minRowLength=function(t){return l(t,Math.min,1/0)}},{}],482:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../constants/numerical&quot;).BADNUM,a=/^[&#x27;&quot;%,$#\\s&#x27;]+|[, ]|[&#x27;&quot;%,$#\\s&#x27;]+$/g;e.exports=function(t){return&quot;string&quot;==typeof t&amp;&amp;(t=t.replace(a,&quot;&quot;)),n(t)?Number(t):i}},{&quot;../constants/numerical&quot;:475,&quot;fast-isnumeric&quot;:90}],483:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t._fullLayout;e._glcanvas&amp;&amp;e._glcanvas.size()&amp;&amp;e._glcanvas.each(function(t){t.regl&amp;&amp;t.regl.clear({color:!0,depth:!0})})}},{}],484:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){t._responsiveChartHandler&amp;&amp;(window.removeEventListener(&quot;resize&quot;,t._responsiveChartHandler),delete t._responsiveChartHandler)}},{}],485:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;../plots/attributes&quot;),o=t(&quot;../components/colorscale/scales&quot;),s=t(&quot;../constants/interactions&quot;).DESELECTDIM,l=t(&quot;./nested_property&quot;),u=t(&quot;./regex&quot;).counter,c=t(&quot;./mod&quot;).modHalf,f=t(&quot;./array&quot;).isArrayOrTypedArray;function h(t,e){var n=r.valObjectMeta[e.valType];if(e.arrayOk&amp;&amp;f(t))return!0;if(n.validateFunction)return n.validateFunction(t,e);var i={},a=i,o={set:function(t){a=t}};return n.coerceFunction(t,o,i,e),a!==i}r.valObjectMeta={data_array:{coerceFunction:function(t,e,r){f(t)?e.set(t):void 0!==r&amp;&amp;e.set(r)}},enumerated:{coerceFunction:function(t,e,r,n){n.coerceNumber&amp;&amp;(t=+t),-1===n.values.indexOf(t)?e.set(r):e.set(t)},validateFunction:function(t,e){e.coerceNumber&amp;&amp;(t=+t);for(var r=e.values,n=0;n&lt;r.length;n++){var i=String(r[n]);if(&quot;/&quot;===i.charAt(0)&amp;&amp;&quot;/&quot;===i.charAt(i.length-1)){if(new RegExp(i.substr(1,i.length-2)).test(t))return!0}else if(t===r[n])return!0}return!1}},boolean:{coerceFunction:function(t,e,r){!0===t||!1===t?e.set(t):e.set(r)}},number:{coerceFunction:function(t,e,r,i){!n(t)||void 0!==i.min&amp;&amp;t&lt;i.min||void 0!==i.max&amp;&amp;t&gt;i.max?e.set(r):e.set(+t)}},integer:{coerceFunction:function(t,e,r,i){t%1||!n(t)||void 0!==i.min&amp;&amp;t&lt;i.min||void 0!==i.max&amp;&amp;t&gt;i.max?e.set(r):e.set(+t)}},string:{coerceFunction:function(t,e,r,n){if(&quot;string&quot;!=typeof t){var i=&quot;number&quot;==typeof t;!0!==n.strict&amp;&amp;i?e.set(String(t)):e.set(r)}else n.noBlank&amp;&amp;!t?e.set(r):e.set(t)}},color:{coerceFunction:function(t,e,r){i(t).isValid()?e.set(t):e.set(r)}},colorlist:{coerceFunction:function(t,e,r){Array.isArray(t)&amp;&amp;t.length&amp;&amp;t.every(function(t){return i(t).isValid()})?e.set(t):e.set(r)}},colorscale:{coerceFunction:function(t,e,r){e.set(o.get(t,r))}},angle:{coerceFunction:function(t,e,r){&quot;auto&quot;===t?e.set(&quot;auto&quot;):n(t)?e.set(c(+t,360)):e.set(r)}},subplotid:{coerceFunction:function(t,e,r,n){var i=n.regex||u(r);&quot;string&quot;==typeof t&amp;&amp;i.test(t)?e.set(t):e.set(r)},validateFunction:function(t,e){var r=e.dflt;return t===r||&quot;string&quot;==typeof t&amp;&amp;!!u(r).test(t)}},flaglist:{coerceFunction:function(t,e,r,n){if(&quot;string&quot;==typeof t)if(-1===(n.extras||[]).indexOf(t)){for(var i=t.split(&quot;+&quot;),a=0;a&lt;i.length;){var o=i[a];-1===n.flags.indexOf(o)||i.indexOf(o)&lt;a?i.splice(a,1):a++}i.length?e.set(i.join(&quot;+&quot;)):e.set(r)}else e.set(t);else e.set(r)}},any:{coerceFunction:function(t,e,r){void 0===t?e.set(r):e.set(t)}},info_array:{coerceFunction:function(t,e,n,i){function a(t,e,n){var i,a={set:function(t){i=t}};return void 0===n&amp;&amp;(n=e.dflt),r.valObjectMeta[e.valType].coerceFunction(t,a,n,e),i}var o=2===i.dimensions||&quot;1-2&quot;===i.dimensions&amp;&amp;Array.isArray(t)&amp;&amp;Array.isArray(t[0]);if(Array.isArray(t)){var s,l,u,c,f,h,d=i.items,p=[],g=Array.isArray(d),v=g&amp;&amp;o&amp;&amp;Array.isArray(d[0]),m=o&amp;&amp;g&amp;&amp;!v,y=g&amp;&amp;!m?d.length:t.length;if(n=Array.isArray(n)?n:[],o)for(s=0;s&lt;y;s++)for(p[s]=[],u=Array.isArray(t[s])?t[s]:[],f=m?d.length:g?d[s].length:u.length,l=0;l&lt;f;l++)c=m?d[l]:g?d[s][l]:d,void 0!==(h=a(u[l],c,(n[s]||[])[l]))&amp;&amp;(p[s][l]=h);else for(s=0;s&lt;y;s++)void 0!==(h=a(t[s],g?d[s]:d,n[s]))&amp;&amp;(p[s]=h);e.set(p)}else e.set(n)},validateFunction:function(t,e){if(!Array.isArray(t))return!1;var r=e.items,n=Array.isArray(r),i=2===e.dimensions;if(!e.freeLength&amp;&amp;t.length!==r.length)return!1;for(var a=0;a&lt;t.length;a++)if(i){if(!Array.isArray(t[a])||!e.freeLength&amp;&amp;t[a].length!==r[a].length)return!1;for(var o=0;o&lt;t[a].length;o++)if(!h(t[a][o],n?r[a][o]:r))return!1}else if(!h(t[a],n?r[a]:r))return!1;return!0}}},r.coerce=function(t,e,n,i,a){var o=l(n,i).get(),s=l(t,i),u=l(e,i),c=s.get(),d=e._template;if(void 0===c&amp;&amp;d&amp;&amp;(c=l(d,i).get(),d=0),void 0===a&amp;&amp;(a=o.dflt),o.arrayOk&amp;&amp;f(c))return u.set(c),c;var p=r.valObjectMeta[o.valType].coerceFunction;p(c,u,a,o);var g=u.get();return d&amp;&amp;g===a&amp;&amp;!h(c,o)&amp;&amp;(p(c=l(d,i).get(),u,a,o),g=u.get()),g},r.coerce2=function(t,e,n,i,a){var o=l(t,i),s=r.coerce(t,e,n,i,a),u=o.get();return null!=u&amp;&amp;s},r.coerceFont=function(t,e,r){var n={};return r=r||{},n.family=t(e+&quot;.family&quot;,r.family),n.size=t(e+&quot;.size&quot;,r.size),n.color=t(e+&quot;.color&quot;,r.color),n},r.coerceHoverinfo=function(t,e,n){var i,o=e._module.attributes,s=o.hoverinfo?o:a,l=s.hoverinfo;if(1===n._dataLength){var u=&quot;all&quot;===l.dflt?l.flags.slice():l.dflt.split(&quot;+&quot;);u.splice(u.indexOf(&quot;name&quot;),1),i=u.join(&quot;+&quot;)}return r.coerce(t,e,s,&quot;hoverinfo&quot;,i)},r.coerceSelectionMarkerOpacity=function(t,e){if(t.marker){var r,n,i=t.marker.opacity;if(void 0!==i)f(i)||t.selected||t.unselected||(r=i,n=s*i),e(&quot;selected.marker.opacity&quot;,r),e(&quot;unselected.marker.opacity&quot;,n)}},r.validate=h},{&quot;../components/colorscale/scales&quot;:391,&quot;../constants/interactions&quot;:474,&quot;../plots/attributes&quot;:538,&quot;./array&quot;:481,&quot;./mod&quot;:502,&quot;./nested_property&quot;:503,&quot;./regex&quot;:510,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],486:[function(t,e,r){&quot;use strict&quot;;var n,i,a=t(&quot;d3&quot;),o=t(&quot;fast-isnumeric&quot;),s=t(&quot;./loggers&quot;),l=t(&quot;./mod&quot;).mod,u=t(&quot;../constants/numerical&quot;),c=u.BADNUM,f=u.ONEDAY,h=u.ONEHOUR,d=u.ONEMIN,p=u.ONESEC,g=u.EPOCHJD,v=t(&quot;../registry&quot;),m=a.time.format.utc,y=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)(-(\\d?\\d)(-(\\d?\\d)([ Tt]([01]?\\d|2[0-3])(:([0-5]\\d)(:([0-5]\\d(\\.\\d+)?))?(Z|z|[+\\-]\\d\\d:?\\d\\d)?)?)?)?)?\\s*$/m,b=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)(-(\\d?\\di?)(-(\\d?\\d)([ Tt]([01]?\\d|2[0-3])(:([0-5]\\d)(:([0-5]\\d(\\.\\d+)?))?(Z|z|[+\\-]\\d\\d:?\\d\\d)?)?)?)?)?\\s*$/m,x=(new Date).getFullYear()-70;function _(t){return t&amp;&amp;v.componentsRegistry.calendars&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;&quot;gregorian&quot;!==t}function w(t,e){return String(t+Math.pow(10,e)).substr(1)}r.dateTick0=function(t,e){return _(t)?e?v.getComponentMethod(&quot;calendars&quot;,&quot;CANONICAL_SUNDAY&quot;)[t]:v.getComponentMethod(&quot;calendars&quot;,&quot;CANONICAL_TICK&quot;)[t]:e?&quot;2000-01-02&quot;:&quot;2000-01-01&quot;},r.dfltRange=function(t){return _(t)?v.getComponentMethod(&quot;calendars&quot;,&quot;DFLTRANGE&quot;)[t]:[&quot;2000-01-01&quot;,&quot;2001-01-01&quot;]},r.isJSDate=function(t){return&quot;object&quot;==typeof t&amp;&amp;null!==t&amp;&amp;&quot;function&quot;==typeof t.getTime},r.dateTime2ms=function(t,e){if(r.isJSDate(t)){var a=t.getTimezoneOffset()*d,o=(t.getUTCMinutes()-t.getMinutes())*d+(t.getUTCSeconds()-t.getSeconds())*p+(t.getUTCMilliseconds()-t.getMilliseconds());if(o){var s=3*d;a=a-s/2+l(o-a+s/2,s)}return(t=Number(t)-a)&gt;=n&amp;&amp;t&lt;=i?t:c}if(&quot;string&quot;!=typeof t&amp;&amp;&quot;number&quot;!=typeof t)return c;t=String(t);var u=_(e),m=t.charAt(0);!u||&quot;G&quot;!==m&amp;&amp;&quot;g&quot;!==m||(t=t.substr(1),e=&quot;&quot;);var w=u&amp;&amp;&quot;chinese&quot;===e.substr(0,7),A=t.match(w?b:y);if(!A)return c;var M=A[1],T=A[3]||&quot;1&quot;,k=Number(A[5]||1),E=Number(A[7]||0),L=Number(A[9]||0),S=Number(A[11]||0);if(u){if(2===M.length)return c;var C;M=Number(M);try{var O=v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(e);if(w){var R=&quot;i&quot;===T.charAt(T.length-1);T=parseInt(T,10),C=O.newDate(M,O.toMonthIndex(M,T,R),k)}else C=O.newDate(M,Number(T),k)}catch(t){return c}return C?(C.toJD()-g)*f+E*h+L*d+S*p:c}M=2===M.length?(Number(M)+2e3-x)%100+x:Number(M),T-=1;var P=new Date(Date.UTC(2e3,T,k,E,L));return P.setUTCFullYear(M),P.getUTCMonth()!==T?c:P.getUTCDate()!==k?c:P.getTime()+S*p},n=r.MIN_MS=r.dateTime2ms(&quot;-9999&quot;),i=r.MAX_MS=r.dateTime2ms(&quot;9999-12-31 23:59:59.9999&quot;),r.isDateTime=function(t,e){return r.dateTime2ms(t,e)!==c};var A=90*f,M=3*h,T=5*d;function k(t,e,r,n,i){if((e||r||n||i)&amp;&amp;(t+=&quot; &quot;+w(e,2)+&quot;:&quot;+w(r,2),(n||i)&amp;&amp;(t+=&quot;:&quot;+w(n,2),i))){for(var a=4;i%10==0;)a-=1,i/=10;t+=&quot;.&quot;+w(i,a)}return t}r.ms2DateTime=function(t,e,r){if(&quot;number&quot;!=typeof t||!(t&gt;=n&amp;&amp;t&lt;=i))return c;e||(e=0);var a,o,s,u,y,b,x=Math.floor(10*l(t+.05,1)),w=Math.round(t-x/10);if(_(r)){var E=Math.floor(w/f)+g,L=Math.floor(l(t,f));try{a=v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(r).fromJD(E).formatDate(&quot;yyyy-mm-dd&quot;)}catch(t){a=m(&quot;G%Y-%m-%d&quot;)(new Date(w))}if(&quot;-&quot;===a.charAt(0))for(;a.length&lt;11;)a=&quot;-0&quot;+a.substr(1);else for(;a.length&lt;10;)a=&quot;0&quot;+a;o=e&lt;A?Math.floor(L/h):0,s=e&lt;A?Math.floor(L%h/d):0,u=e&lt;M?Math.floor(L%d/p):0,y=e&lt;T?L%p*10+x:0}else b=new Date(w),a=m(&quot;%Y-%m-%d&quot;)(b),o=e&lt;A?b.getUTCHours():0,s=e&lt;A?b.getUTCMinutes():0,u=e&lt;M?b.getUTCSeconds():0,y=e&lt;T?10*b.getUTCMilliseconds()+x:0;return k(a,o,s,u,y)},r.ms2DateTimeLocal=function(t){if(!(t&gt;=n+f&amp;&amp;t&lt;=i-f))return c;var e=Math.floor(10*l(t+.05,1)),r=new Date(Math.round(t-e/10));return k(a.time.format(&quot;%Y-%m-%d&quot;)(r),r.getHours(),r.getMinutes(),r.getSeconds(),10*r.getUTCMilliseconds()+e)},r.cleanDate=function(t,e,n){if(t===c)return e;if(r.isJSDate(t)||&quot;number&quot;==typeof t&amp;&amp;isFinite(t)){if(_(n))return s.error(&quot;JS Dates and milliseconds are incompatible with world calendars&quot;,t),e;if(!(t=r.ms2DateTimeLocal(+t))&amp;&amp;void 0!==e)return e}else if(!r.isDateTime(t,n))return s.error(&quot;unrecognized date&quot;,t),e;return t};var E=/%\\d?f/g;function L(t,e,r,n){t=t.replace(E,function(t){var r=Math.min(+t.charAt(1)||6,6);return(e/1e3%1+2).toFixed(r).substr(2).replace(/0+$/,&quot;&quot;)||&quot;0&quot;});var i=new Date(Math.floor(e+.05));if(_(n))try{t=v.getComponentMethod(&quot;calendars&quot;,&quot;worldCalFmt&quot;)(t,e,n)}catch(t){return&quot;Invalid&quot;}return r(t)(i)}var S=[59,59.9,59.99,59.999,59.9999];r.formatDate=function(t,e,r,n,i,a){if(i=_(i)&amp;&amp;i,!e)if(&quot;y&quot;===r)e=a.year;else if(&quot;m&quot;===r)e=a.month;else{if(&quot;d&quot;!==r)return function(t,e){var r=l(t+.05,f),n=w(Math.floor(r/h),2)+&quot;:&quot;+w(l(Math.floor(r/d),60),2);if(&quot;M&quot;!==e){o(e)||(e=0);var i=(100+Math.min(l(t/p,60),S[e])).toFixed(e).substr(1);e&gt;0&amp;&amp;(i=i.replace(/0+$/,&quot;&quot;).replace(/[\\.]$/,&quot;&quot;)),n+=&quot;:&quot;+i}return n}(t,r)+&quot;\\n&quot;+L(a.dayMonthYear,t,n,i);e=a.dayMonth+&quot;\\n&quot;+a.year}return L(e,t,n,i)};var C=3*f;r.incrementMonth=function(t,e,r){r=_(r)&amp;&amp;r;var n=l(t,f);if(t=Math.round(t-n),r)try{var i=Math.round(t/f)+g,a=v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(r),o=a.fromJD(i);return e%12?a.add(o,e,&quot;m&quot;):a.add(o,e/12,&quot;y&quot;),(o.toJD()-g)*f+n}catch(e){s.error(&quot;invalid ms &quot;+t+&quot; in calendar &quot;+r)}var u=new Date(t+C);return u.setUTCMonth(u.getUTCMonth()+e)+n-C},r.findExactDates=function(t,e){for(var r,n,i=0,a=0,s=0,l=0,u=_(e)&amp;&amp;v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(e),c=0;c&lt;t.length;c++)if(n=t[c],o(n)){if(!(n%f))if(u)try{1===(r=u.fromJD(n/f+g)).day()?1===r.month()?i++:a++:s++}catch(t){}else 1===(r=new Date(n)).getUTCDate()?0===r.getUTCMonth()?i++:a++:s++}else l++;s+=a+=i;var h=t.length-l;return{exactYears:i/h,exactMonths:a/h,exactDays:s/h}}},{&quot;../constants/numerical&quot;:475,&quot;../registry&quot;:592,&quot;./loggers&quot;:499,&quot;./mod&quot;:502,d3:81,&quot;fast-isnumeric&quot;:90}],487:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;events&quot;).EventEmitter,i={init:function(t){if(t._ev instanceof n)return t;var e=new n,r=new n;return t._ev=e,t._internalEv=r,t.on=e.on.bind(e),t.once=e.once.bind(e),t.removeListener=e.removeListener.bind(e),t.removeAllListeners=e.removeAllListeners.bind(e),t._internalOn=r.on.bind(r),t._internalOnce=r.once.bind(r),t._removeInternalListener=r.removeListener.bind(r),t._removeAllInternalListeners=r.removeAllListeners.bind(r),t.emit=function(n,i){&quot;undefined&quot;!=typeof jQuery&amp;&amp;jQuery(t).trigger(n,i),e.emit(n,i),r.emit(n,i)},t},triggerHandler:function(t,e,r){var n,i;&quot;undefined&quot;!=typeof jQuery&amp;&amp;(n=jQuery(t).triggerHandler(e,r));var a=t._ev;if(!a)return n;var o,s=a._events[e];if(!s)return n;function l(t){return t.listener?(a.removeListener(e,t.listener),t.fired?void 0:(t.fired=!0,t.listener.apply(a,[r]))):t.apply(a,[r])}for(s=Array.isArray(s)?s:[s],o=0;o&lt;s.length-1;o++)l(s[o]);return i=l(s[o]),void 0!==n?n:i},purge:function(t){return delete t._ev,delete t.on,delete t.once,delete t.removeListener,delete t.removeAllListeners,delete t.emit,delete t._ev,delete t._internalEv,delete t._internalOn,delete t._internalOnce,delete t._removeInternalListener,delete t._removeAllInternalListeners,t}};e.exports=i},{events:47}],488:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./is_plain_object.js&quot;),i=Array.isArray;function a(t,e,r,o){var s,l,u,c,f,h,d=t[0],p=t.length;if(2===p&amp;&amp;i(d)&amp;&amp;i(t[1])&amp;&amp;0===d.length){if(function(t,e){var r,n;for(r=0;r&lt;t.length;r++){if(null!==(n=t[r])&amp;&amp;&quot;object&quot;==typeof n)return!1;void 0!==n&amp;&amp;(e[r]=n)}return!0}(t[1],d))return d;d.splice(0,d.length)}for(var g=1;g&lt;p;g++)for(l in s=t[g])u=d[l],c=s[l],o&amp;&amp;i(c)?d[l]=c:e&amp;&amp;c&amp;&amp;(n(c)||(f=i(c)))?(f?(f=!1,h=u&amp;&amp;i(u)?u:[]):h=u&amp;&amp;n(u)?u:{},d[l]=a([h,c],e,r,o)):(&quot;undefined&quot;!=typeof c||r)&amp;&amp;(d[l]=c);return d}r.extendFlat=function(){return a(arguments,!1,!1,!1)},r.extendDeep=function(){return a(arguments,!0,!1,!1)},r.extendDeepAll=function(){return a(arguments,!0,!0,!1)},r.extendDeepNoArrays=function(){return a(arguments,!0,!1,!0)}},{&quot;./is_plain_object.js&quot;:496}],489:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e={},r=[],n=0,i=0;i&lt;t.length;i++){var a=t[i];1!==e[a]&amp;&amp;(e[a]=1,r[n++]=a)}return r}},{}],490:[function(t,e,r){&quot;use strict&quot;;function n(t){return!0===t.visible}function i(t){return!0===t[0].trace.visible}e.exports=function(t){for(var e,r=(e=t,Array.isArray(e)&amp;&amp;Array.isArray(e[0])&amp;&amp;e[0][0]&amp;&amp;e[0][0].trace?i:n),a=[],o=0;o&lt;t.length;o++){var s=t[o];r(s)&amp;&amp;a.push(s)}return a}},{}],491:[function(t,e,r){&quot;use strict&quot;;var n,i,a,o=t(&quot;./mod&quot;).mod;function s(t,e,r,n,i,a,o,s){var l=r-t,u=i-t,c=o-i,f=n-e,h=a-e,d=s-a,p=l*d-c*f;if(0===p)return null;var g=(u*d-c*h)/p,v=(u*f-l*h)/p;return v&lt;0||v&gt;1||g&lt;0||g&gt;1?null:{x:t+l*g,y:e+f*g}}function l(t,e,r,n,i){var a=n*t+i*e;if(a&lt;0)return n*n+i*i;if(a&gt;r){var o=n-t,s=i-e;return o*o+s*s}var l=n*e-i*t;return l*l/r}r.segmentsIntersect=s,r.segmentDistance=function(t,e,r,n,i,a,o,u){if(s(t,e,r,n,i,a,o,u))return 0;var c=r-t,f=n-e,h=o-i,d=u-a,p=c*c+f*f,g=h*h+d*d,v=Math.min(l(c,f,p,i-t,a-e),l(c,f,p,o-t,u-e),l(h,d,g,t-i,e-a),l(h,d,g,r-i,n-a));return Math.sqrt(v)},r.getTextLocation=function(t,e,r,s){if(t===i&amp;&amp;s===a||(n={},i=t,a=s),n[r])return n[r];var l=t.getPointAtLength(o(r-s/2,e)),u=t.getPointAtLength(o(r+s/2,e)),c=Math.atan((u.y-l.y)/(u.x-l.x)),f=t.getPointAtLength(o(r,e)),h={x:(4*f.x+l.x+u.x)/6,y:(4*f.y+l.y+u.y)/6,theta:c};return n[r]=h,h},r.clearLocationCache=function(){i=null},r.getVisibleSegment=function(t,e,r){var n,i,a=e.left,o=e.right,s=e.top,l=e.bottom,u=0,c=t.getTotalLength(),f=c;function h(e){var r=t.getPointAtLength(e);0===e?n=r:e===c&amp;&amp;(i=r);var u=r.x&lt;a?a-r.x:r.x&gt;o?r.x-o:0,f=r.y&lt;s?s-r.y:r.y&gt;l?r.y-l:0;return Math.sqrt(u*u+f*f)}for(var d=h(u);d;){if((u+=d+r)&gt;f)return;d=h(u)}for(d=h(f);d;){if(u&gt;(f-=d+r))return;d=h(f)}return{min:u,max:f,len:f-u,total:c,isClosed:0===u&amp;&amp;f===c&amp;&amp;Math.abs(n.x-i.x)&lt;.1&amp;&amp;Math.abs(n.y-i.y)&lt;.1}},r.findPointOnPath=function(t,e,r,n){for(var i,a,o,s=(n=n||{}).pathLength||t.getTotalLength(),l=n.tolerance||.001,u=n.iterationLimit||30,c=t.getPointAtLength(0)[r]&gt;t.getPointAtLength(s)[r]?-1:1,f=0,h=0,d=s;f&lt;u;){if(i=(h+d)/2,o=(a=t.getPointAtLength(i))[r]-e,Math.abs(o)&lt;l)return a;c*o&gt;0?d=i:h=i,f++}return a}},{&quot;./mod&quot;:502}],492:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e;if(&quot;string&quot;==typeof t){if(null===(e=document.getElementById(t)))throw new Error(&quot;No DOM element with id &#x27;&quot;+t+&quot;&#x27; exists on the page.&quot;);return e}if(null==t)throw new Error(&quot;DOM element provided is null or undefined&quot;);return t}},{}],493:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;color-normalize&quot;),o=t(&quot;../components/colorscale&quot;),s=t(&quot;../components/color/attributes&quot;).defaultLine,l=t(&quot;./array&quot;).isArrayOrTypedArray,u=a(s),c=1;function f(t,e){var r=t;return r[3]*=e,r}function h(t){if(n(t))return u;var e=a(t);return e.length?e:u}function d(t){return n(t)?t:c}e.exports={formatColor:function(t,e,r){var n,i,s,p,g,v=t.color,m=l(v),y=l(e),b=[];if(n=void 0!==t.colorscale?o.makeColorScaleFunc(o.extractScale(t,{cLetter:&quot;c&quot;})):h,i=m?function(t,e){return void 0===t[e]?u:a(n(t[e]))}:h,s=y?function(t,e){return void 0===t[e]?c:d(t[e])}:d,m||y)for(var x=0;x&lt;r;x++)p=i(v,x),g=s(e,x),b[x]=f(p,g);else b=f(a(v),e);return b},parseColorScale:function(t,e){return void 0===e&amp;&amp;(e=1),(t.reversescale?o.flipScale(t.colorscale):t.colorscale).map(function(t){var r=t[0],n=i(t[1]).toRgb();return{index:r,rgb:[n.r,n.g,n.b,e]}})}}},{&quot;../components/color/attributes&quot;:375,&quot;../components/colorscale&quot;:388,&quot;./array&quot;:481,&quot;color-normalize&quot;:62,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],494:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t}},{}],495:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../constants/numerical&quot;),o=a.FP_SAFE,s=a.BADNUM,l=e.exports={};l.nestedProperty=t(&quot;./nested_property&quot;),l.keyedContainer=t(&quot;./keyed_container&quot;),l.relativeAttr=t(&quot;./relative_attr&quot;),l.isPlainObject=t(&quot;./is_plain_object&quot;),l.toLogRange=t(&quot;./to_log_range&quot;),l.relinkPrivateKeys=t(&quot;./relink_private&quot;);var u=t(&quot;./array&quot;);l.isTypedArray=u.isTypedArray,l.isArrayOrTypedArray=u.isArrayOrTypedArray,l.isArray1D=u.isArray1D,l.ensureArray=u.ensureArray,l.concat=u.concat,l.maxRowLength=u.maxRowLength,l.minRowLength=u.minRowLength;var c=t(&quot;./mod&quot;);l.mod=c.mod,l.modHalf=c.modHalf;var f=t(&quot;./coerce&quot;);l.valObjectMeta=f.valObjectMeta,l.coerce=f.coerce,l.coerce2=f.coerce2,l.coerceFont=f.coerceFont,l.coerceHoverinfo=f.coerceHoverinfo,l.coerceSelectionMarkerOpacity=f.coerceSelectionMarkerOpacity,l.validate=f.validate;var h=t(&quot;./dates&quot;);l.dateTime2ms=h.dateTime2ms,l.isDateTime=h.isDateTime,l.ms2DateTime=h.ms2DateTime,l.ms2DateTimeLocal=h.ms2DateTimeLocal,l.cleanDate=h.cleanDate,l.isJSDate=h.isJSDate,l.formatDate=h.formatDate,l.incrementMonth=h.incrementMonth,l.dateTick0=h.dateTick0,l.dfltRange=h.dfltRange,l.findExactDates=h.findExactDates,l.MIN_MS=h.MIN_MS,l.MAX_MS=h.MAX_MS;var d=t(&quot;./search&quot;);l.findBin=d.findBin,l.sorterAsc=d.sorterAsc,l.sorterDes=d.sorterDes,l.distinctVals=d.distinctVals,l.roundUp=d.roundUp,l.sort=d.sort,l.findIndexOfMin=d.findIndexOfMin;var p=t(&quot;./stats&quot;);l.aggNums=p.aggNums,l.len=p.len,l.mean=p.mean,l.midRange=p.midRange,l.variance=p.variance,l.stdev=p.stdev,l.interp=p.interp;var g=t(&quot;./matrix&quot;);l.init2dArray=g.init2dArray,l.transposeRagged=g.transposeRagged,l.dot=g.dot,l.translationMatrix=g.translationMatrix,l.rotationMatrix=g.rotationMatrix,l.rotationXYMatrix=g.rotationXYMatrix,l.apply2DTransform=g.apply2DTransform,l.apply2DTransform2=g.apply2DTransform2;var v=t(&quot;./angles&quot;);l.deg2rad=v.deg2rad,l.rad2deg=v.rad2deg,l.angleDelta=v.angleDelta,l.angleDist=v.angleDist,l.isFullCircle=v.isFullCircle,l.isAngleInsideSector=v.isAngleInsideSector,l.isPtInsideSector=v.isPtInsideSector,l.pathArc=v.pathArc,l.pathSector=v.pathSector,l.pathAnnulus=v.pathAnnulus;var m=t(&quot;./anchor_utils&quot;);l.isLeftAnchor=m.isLeftAnchor,l.isCenterAnchor=m.isCenterAnchor,l.isRightAnchor=m.isRightAnchor,l.isTopAnchor=m.isTopAnchor,l.isMiddleAnchor=m.isMiddleAnchor,l.isBottomAnchor=m.isBottomAnchor;var y=t(&quot;./geometry2d&quot;);l.segmentsIntersect=y.segmentsIntersect,l.segmentDistance=y.segmentDistance,l.getTextLocation=y.getTextLocation,l.clearLocationCache=y.clearLocationCache,l.getVisibleSegment=y.getVisibleSegment,l.findPointOnPath=y.findPointOnPath;var b=t(&quot;./extend&quot;);l.extendFlat=b.extendFlat,l.extendDeep=b.extendDeep,l.extendDeepAll=b.extendDeepAll,l.extendDeepNoArrays=b.extendDeepNoArrays;var x=t(&quot;./loggers&quot;);l.log=x.log,l.warn=x.warn,l.error=x.error;var _=t(&quot;./regex&quot;);l.counterRegex=_.counter;var w=t(&quot;./throttle&quot;);function A(t){var e={};for(var r in t)for(var n=t[r],i=0;i&lt;n.length;i++)e[n[i]]=+r;return e}l.throttle=w.throttle,l.throttleDone=w.done,l.clearThrottle=w.clear,l.getGraphDiv=t(&quot;./get_graph_div&quot;),l.clearResponsive=t(&quot;./clear_responsive&quot;),l.makeTraceGroups=t(&quot;./make_trace_groups&quot;),l._=t(&quot;./localize&quot;),l.notifier=t(&quot;./notifier&quot;),l.filterUnique=t(&quot;./filter_unique&quot;),l.filterVisible=t(&quot;./filter_visible&quot;),l.pushUnique=t(&quot;./push_unique&quot;),l.cleanNumber=t(&quot;./clean_number&quot;),l.ensureNumber=function(t){return i(t)?(t=Number(t))&lt;-o||t&gt;o?s:i(t)?Number(t):s:s},l.isIndex=function(t,e){return!(void 0!==e&amp;&amp;t&gt;=e)&amp;&amp;(i(t)&amp;&amp;t&gt;=0&amp;&amp;t%1==0)},l.noop=t(&quot;./noop&quot;),l.identity=t(&quot;./identity&quot;),l.repeat=function(t,e){for(var r=new Array(e),n=0;n&lt;e;n++)r[n]=t;return r},l.swapAttrs=function(t,e,r,n){r||(r=&quot;x&quot;),n||(n=&quot;y&quot;);for(var i=0;i&lt;e.length;i++){var a=e[i],o=l.nestedProperty(t,a.replace(&quot;?&quot;,r)),s=l.nestedProperty(t,a.replace(&quot;?&quot;,n)),u=o.get();o.set(s.get()),s.set(u)}},l.raiseToTop=function(t){t.parentNode.appendChild(t)},l.cancelTransition=function(t){return t.transition().duration(0)},l.constrain=function(t,e,r){return e&gt;r?Math.max(r,Math.min(e,t)):Math.max(e,Math.min(r,t))},l.bBoxIntersect=function(t,e,r){return r=r||0,t.left&lt;=e.right+r&amp;&amp;e.left&lt;=t.right+r&amp;&amp;t.top&lt;=e.bottom+r&amp;&amp;e.top&lt;=t.bottom+r},l.simpleMap=function(t,e,r,n){for(var i=t.length,a=new Array(i),o=0;o&lt;i;o++)a[o]=e(t[o],r,n);return a},l.randstr=function t(e,r,n,i){if(n||(n=16),void 0===r&amp;&amp;(r=24),r&lt;=0)return&quot;0&quot;;var a,o,s=Math.log(Math.pow(2,r))/Math.log(n),u=&quot;&quot;;for(a=2;s===1/0;a*=2)s=Math.log(Math.pow(2,r/a))/Math.log(n)*a;var c=s-Math.floor(s);for(a=0;a&lt;Math.floor(s);a++)u=Math.floor(Math.random()*n).toString(n)+u;c&amp;&amp;(o=Math.pow(n,c),u=Math.floor(Math.random()*o).toString(n)+u);var f=parseInt(u,n);return e&amp;&amp;e[u]||f!==1/0&amp;&amp;f&gt;=Math.pow(2,r)?i&gt;10?(l.warn(&quot;randstr failed uniqueness&quot;),u):t(e,r,n,(i||0)+1):u},l.OptionControl=function(t,e){t||(t={}),e||(e=&quot;opt&quot;);var r={optionList:[],_newoption:function(n){n[e]=t,r[n.name]=n,r.optionList.push(n)}};return r[&quot;_&quot;+e]=t,r},l.smooth=function(t,e){if((e=Math.round(e)||0)&lt;2)return t;var r,n,i,a,o=t.length,s=2*o,l=2*e-1,u=new Array(l),c=new Array(o);for(r=0;r&lt;l;r++)u[r]=(1-Math.cos(Math.PI*(r+1)/e))/(2*e);for(r=0;r&lt;o;r++){for(a=0,n=0;n&lt;l;n++)(i=r+n+1-e)&lt;-o?i-=s*Math.round(i/s):i&gt;=s&amp;&amp;(i-=s*Math.floor(i/s)),i&lt;0?i=-1-i:i&gt;=o&amp;&amp;(i=s-1-i),a+=t[i]*u[n];c[r]=a}return c},l.syncOrAsync=function(t,e,r){var n;function i(){return l.syncOrAsync(t,e,r)}for(;t.length;)if((n=(0,t.splice(0,1)[0])(e))&amp;&amp;n.then)return n.then(i).then(void 0,l.promiseError);return r&amp;&amp;r(e)},l.stripTrailingSlash=function(t){return&quot;/&quot;===t.substr(-1)?t.substr(0,t.length-1):t},l.noneOrAll=function(t,e,r){if(t){var n,i=!1,a=!0;for(n=0;n&lt;r.length;n++)null!=t[r[n]]?i=!0:a=!1;if(i&amp;&amp;!a)for(n=0;n&lt;r.length;n++)t[r[n]]=e[r[n]]}},l.mergeArray=function(t,e,r){if(l.isArrayOrTypedArray(t))for(var n=Math.min(t.length,e.length),i=0;i&lt;n;i++)e[i][r]=t[i]},l.fillArray=function(t,e,r,n){if(n=n||l.identity,l.isArrayOrTypedArray(t))for(var i=0;i&lt;e.length;i++)e[i][r]=n(t[i])},l.castOption=function(t,e,r,n){n=n||l.identity;var i=l.nestedProperty(t,r).get();return l.isArrayOrTypedArray(i)?Array.isArray(e)&amp;&amp;l.isArrayOrTypedArray(i[e[0]])?n(i[e[0]][e[1]]):n(i[e]):i},l.extractOption=function(t,e,r,n){if(r in t)return t[r];var i=l.nestedProperty(e,n).get();return Array.isArray(i)?void 0:i},l.tagSelected=function(t,e,r){var n,i,a=e.selectedpoints,o=e._indexToPoints;o&amp;&amp;(n=A(o));for(var s=0;s&lt;a.length;s++){var u=a[s];if(l.isIndex(u)){var c=n?n[u]:u,f=r?r[c]:c;void 0!==(i=f)&amp;&amp;i&lt;t.length&amp;&amp;(t[f].selected=1)}}},l.selIndices2selPoints=function(t){var e=t.selectedpoints,r=t._indexToPoints;if(r){for(var n=A(r),i=[],a=0;a&lt;e.length;a++){var o=e[a];if(l.isIndex(o)){var s=n[o];l.isIndex(s)&amp;&amp;i.push(s)}}return i}return e},l.getTargetArray=function(t,e){var r=e.target;if(&quot;string&quot;==typeof r&amp;&amp;r){var n=l.nestedProperty(t,r).get();return!!Array.isArray(n)&amp;&amp;n}return!!Array.isArray(r)&amp;&amp;r},l.minExtend=function(t,e){var r={};&quot;object&quot;!=typeof e&amp;&amp;(e={});var n,i,a,o=Object.keys(t);for(n=0;n&lt;o.length;n++)a=t[i=o[n]],&quot;_&quot;!==i.charAt(0)&amp;&amp;&quot;function&quot;!=typeof a&amp;&amp;(&quot;module&quot;===i?r[i]=a:Array.isArray(a)?r[i]=&quot;colorscale&quot;===i?a.slice():a.slice(0,3):r[i]=a&amp;&amp;&quot;object&quot;==typeof a?l.minExtend(t[i],e[i]):a);for(o=Object.keys(e),n=0;n&lt;o.length;n++)&quot;object&quot;==typeof(a=e[i=o[n]])&amp;&amp;i in r&amp;&amp;&quot;object&quot;==typeof r[i]||(r[i]=a);return r},l.titleCase=function(t){return t.charAt(0).toUpperCase()+t.substr(1)},l.containsAny=function(t,e){for(var r=0;r&lt;e.length;r++)if(-1!==t.indexOf(e[r]))return!0;return!1},l.isPlotDiv=function(t){var e=n.select(t);return e.node()instanceof HTMLElement&amp;&amp;e.size()&amp;&amp;e.classed(&quot;js-plotly-plot&quot;)},l.removeElement=function(t){var e=t&amp;&amp;t.parentNode;e&amp;&amp;e.removeChild(t)},l.addStyleRule=function(t,e){l.addRelatedStyleRule(&quot;global&quot;,t,e)},l.addRelatedStyleRule=function(t,e,r){var n=&quot;plotly.js-style-&quot;+t,i=document.getElementById(n);i||((i=document.createElement(&quot;style&quot;)).setAttribute(&quot;id&quot;,n),i.appendChild(document.createTextNode(&quot;&quot;)),document.head.appendChild(i));var a=i.sheet;a.insertRule?a.insertRule(e+&quot;{&quot;+r+&quot;}&quot;,0):a.addRule?a.addRule(e,r,0):l.warn(&quot;addStyleRule failed&quot;)},l.deleteRelatedStyleRule=function(t){var e=&quot;plotly.js-style-&quot;+t,r=document.getElementById(e);r&amp;&amp;l.removeElement(r)},l.isIE=function(){return&quot;undefined&quot;!=typeof window.navigator.msSaveBlob},l.isD3Selection=function(t){return t&amp;&amp;&quot;function&quot;==typeof t.classed},l.ensureSingle=function(t,e,r,n){var i=t.select(e+(r?&quot;.&quot;+r:&quot;&quot;));if(i.size())return i;var a=t.append(e);return r&amp;&amp;a.classed(r,!0),n&amp;&amp;a.call(n),a},l.ensureSingleById=function(t,e,r,n){var i=t.select(e+&quot;#&quot;+r);if(i.size())return i;var a=t.append(e).attr(&quot;id&quot;,r);return n&amp;&amp;a.call(n),a},l.objectFromPath=function(t,e){for(var r,n=t.split(&quot;.&quot;),i=r={},a=0;a&lt;n.length;a++){var o=n[a],s=null,l=n[a].match(/(.*)\\[([0-9]+)\\]/);l?(o=l[1],s=l[2],r=r[o]=[],a===n.length-1?r[s]=e:r[s]={},r=r[s]):(a===n.length-1?r[o]=e:r[o]={},r=r[o])}return i};var M=/^([^\\[\\.]+)\\.(.+)?/,T=/^([^\\.]+)\\[([0-9]+)\\](\\.)?(.+)?/;l.expandObjectPaths=function(t){var e,r,n,i,a,o,s;if(&quot;object&quot;==typeof t&amp;&amp;!Array.isArray(t))for(r in t)t.hasOwnProperty(r)&amp;&amp;((e=r.match(M))?(i=t[r],n=e[1],delete t[r],t[n]=l.extendDeepNoArrays(t[n]||{},l.objectFromPath(r,l.expandObjectPaths(i))[n])):(e=r.match(T))?(i=t[r],n=e[1],a=parseInt(e[2]),delete t[r],t[n]=t[n]||[],&quot;.&quot;===e[3]?(s=e[4],o=t[n][a]=t[n][a]||{},l.extendDeepNoArrays(o,l.objectFromPath(s,l.expandObjectPaths(i)))):t[n][a]=l.expandObjectPaths(i)):t[r]=l.expandObjectPaths(t[r]));return t},l.numSeparate=function(t,e,r){if(r||(r=!1),&quot;string&quot;!=typeof e||0===e.length)throw new Error(&quot;Separator string required for formatting!&quot;);&quot;number&quot;==typeof t&amp;&amp;(t=String(t));var n=/(\\d+)(\\d{3})/,i=e.charAt(0),a=e.charAt(1),o=t.split(&quot;.&quot;),s=o[0],l=o.length&gt;1?i+o[1]:&quot;&quot;;if(a&amp;&amp;(o.length&gt;1||s.length&gt;4||r))for(;n.test(s);)s=s.replace(n,&quot;$1&quot;+a+&quot;$2&quot;);return s+l},l.TEMPLATE_STRING_REGEX=/%{([^\\s%{}:]*)(:[^}]*)?}/g;var k=/^\\w*$/;l.templateString=function(t,e){var r={};return t.replace(l.TEMPLATE_STRING_REGEX,function(t,n){return k.test(n)?e[n]||&quot;&quot;:(r[n]=r[n]||l.nestedProperty(e,n).get,r[n]()||&quot;&quot;)})};var E=/^:/,L=0;l.hovertemplateString=function(t,e,r){var i=arguments,a={};return t.replace(l.TEMPLATE_STRING_REGEX,function(t,o,s){var u,c,f;for(f=3;f&lt;i.length;f++){if((u=i[f]).hasOwnProperty(o)){c=u[o];break}if(k.test(o)||(c=a[o]||l.nestedProperty(u,o).get())&amp;&amp;(a[o]=c),void 0!==c)break}(void 0===c&amp;&amp;(L&lt;10&amp;&amp;(l.warn(&quot;Variable &#x27;&quot;+o+&quot;&#x27; in hovertemplate could not be found!&quot;),c=t),10===L&amp;&amp;l.warn(&quot;Too many hovertemplate warnings - additional warnings will be suppressed&quot;),L++),s)?c=(r?r.numberFormat:n.format)(s.replace(E,&quot;&quot;))(c):e.hasOwnProperty(o+&quot;Label&quot;)&amp;&amp;(c=e[o+&quot;Label&quot;]);return c})};l.subplotSort=function(t,e){for(var r=Math.min(t.length,e.length)+1,n=0,i=0,a=0;a&lt;r;a++){var o=t.charCodeAt(a)||0,s=e.charCodeAt(a)||0,l=o&gt;=48&amp;&amp;o&lt;=57,u=s&gt;=48&amp;&amp;s&lt;=57;if(l&amp;&amp;(n=10*n+o-48),u&amp;&amp;(i=10*i+s-48),!l||!u){if(n!==i)return n-i;if(o!==s)return o-s}}return i-n};var S=2e9;l.seedPseudoRandom=function(){S=2e9},l.pseudoRandom=function(){var t=S;return S=(69069*S+1)%4294967296,Math.abs(S-t)&lt;429496729?l.pseudoRandom():S/4294967296}},{&quot;../constants/numerical&quot;:475,&quot;./anchor_utils&quot;:479,&quot;./angles&quot;:480,&quot;./array&quot;:481,&quot;./clean_number&quot;:482,&quot;./clear_responsive&quot;:484,&quot;./coerce&quot;:485,&quot;./dates&quot;:486,&quot;./extend&quot;:488,&quot;./filter_unique&quot;:489,&quot;./filter_visible&quot;:490,&quot;./geometry2d&quot;:491,&quot;./get_graph_div&quot;:492,&quot;./identity&quot;:494,&quot;./is_plain_object&quot;:496,&quot;./keyed_container&quot;:497,&quot;./localize&quot;:498,&quot;./loggers&quot;:499,&quot;./make_trace_groups&quot;:500,&quot;./matrix&quot;:501,&quot;./mod&quot;:502,&quot;./nested_property&quot;:503,&quot;./noop&quot;:504,&quot;./notifier&quot;:505,&quot;./push_unique&quot;:508,&quot;./regex&quot;:510,&quot;./relative_attr&quot;:511,&quot;./relink_private&quot;:512,&quot;./search&quot;:513,&quot;./stats&quot;:516,&quot;./throttle&quot;:519,&quot;./to_log_range&quot;:520,d3:81,&quot;fast-isnumeric&quot;:90}],496:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return window&amp;&amp;window.process&amp;&amp;window.process.versions?&quot;[object Object]&quot;===Object.prototype.toString.call(t):&quot;[object Object]&quot;===Object.prototype.toString.call(t)&amp;&amp;Object.getPrototypeOf(t)===Object.prototype}},{}],497:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./nested_property&quot;),i=/^\\w*$/;e.exports=function(t,e,r,a){var o,s,l;r=r||&quot;name&quot;,a=a||&quot;value&quot;;var u={};e&amp;&amp;e.length?(l=n(t,e),s=l.get()):s=t,e=e||&quot;&quot;;var c={};if(s)for(o=0;o&lt;s.length;o++)c[s[o][r]]=o;var f=i.test(a),h={set:function(t,e){var i=null===e?4:0;if(!s){if(!l||4===i)return;s=[],l.set(s)}var o=c[t];if(void 0===o){if(4===i)return;i|=3,o=s.length,c[t]=o}else e!==(f?s[o][a]:n(s[o],a).get())&amp;&amp;(i|=2);var d=s[o]=s[o]||{};return d[r]=t,f?d[a]=e:n(d,a).set(e),null!==e&amp;&amp;(i&amp;=-5),u[o]=u[o]|i,h},get:function(t){if(s){var e=c[t];return void 0===e?void 0:f?s[e][a]:n(s[e],a).get()}},rename:function(t,e){var n=c[t];return void 0===n?h:(u[n]=1|u[n],c[e]=n,delete c[t],s[n][r]=e,h)},remove:function(t){var e=c[t];if(void 0===e)return h;var i=s[e];if(Object.keys(i).length&gt;2)return u[e]=2|u[e],h.set(t,null);if(f){for(o=e;o&lt;s.length;o++)u[o]=3|u[o];for(o=e;o&lt;s.length;o++)c[s[o][r]]--;s.splice(e,1),delete c[t]}else n(i,a).set(null),u[e]=6|u[e];return h},constructUpdate:function(){for(var t,i,o={},l=Object.keys(u),c=0;c&lt;l.length;c++)i=l[c],t=e+&quot;[&quot;+i+&quot;]&quot;,s[i]?(1&amp;u[i]&amp;&amp;(o[t+&quot;.&quot;+r]=s[i][r]),2&amp;u[i]&amp;&amp;(o[t+&quot;.&quot;+a]=f?4&amp;u[i]?null:s[i][a]:4&amp;u[i]?null:n(s[i],a).get())):o[t]=null;return o}};return h}},{&quot;./nested_property&quot;:503}],498:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;);e.exports=function(t,e){for(var r=t._context.locale,i=0;i&lt;2;i++){for(var a=t._context.locales,o=0;o&lt;2;o++){var s=(a[r]||{}).dictionary;if(s){var l=s[e];if(l)return l}a=n.localeRegistry}var u=r.split(&quot;-&quot;)[0];if(u===r)break;r=u}return e}},{&quot;../registry&quot;:592}],499:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../plot_api/plot_config&quot;).dfltConfig,i=e.exports={};function a(t,e){if(t&amp;&amp;t.apply)try{return void t.apply(console,e)}catch(t){}for(var r=0;r&lt;e.length;r++)try{t(e[r])}catch(t){console.log(e[r])}}i.log=function(){if(n.logging&gt;1){for(var t=[&quot;LOG:&quot;],e=0;e&lt;arguments.length;e++)t.push(arguments[e]);a(console.trace||console.log,t)}},i.warn=function(){if(n.logging&gt;0){for(var t=[&quot;WARN:&quot;],e=0;e&lt;arguments.length;e++)t.push(arguments[e]);a(console.trace||console.log,t)}},i.error=function(){if(n.logging&gt;0){for(var t=[&quot;ERROR:&quot;],e=0;e&lt;arguments.length;e++)t.push(arguments[e]);a(console.error,t)}}},{&quot;../plot_api/plot_config&quot;:529}],500:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n=t.selectAll(&quot;g.&quot;+r.replace(/\\s/g,&quot;.&quot;)).data(e,function(t){return t[0].trace.uid});return n.exit().remove(),n.enter().append(&quot;g&quot;).attr(&quot;class&quot;,r),n.order(),n}},{}],501:[function(t,e,r){&quot;use strict&quot;;r.init2dArray=function(t,e){for(var r=new Array(t),n=0;n&lt;t;n++)r[n]=new Array(e);return r},r.transposeRagged=function(t){var e,r,n=0,i=t.length;for(e=0;e&lt;i;e++)n=Math.max(n,t[e].length);var a=new Array(n);for(e=0;e&lt;n;e++)for(a[e]=new Array(i),r=0;r&lt;i;r++)a[e][r]=t[r][e];return a},r.dot=function(t,e){if(!t.length||!e.length||t.length!==e.length)return null;var n,i,a=t.length;if(t[0].length)for(n=new Array(a),i=0;i&lt;a;i++)n[i]=r.dot(t[i],e);else if(e[0].length){var o=r.transposeRagged(e);for(n=new Array(o.length),i=0;i&lt;o.length;i++)n[i]=r.dot(t,o[i])}else for(n=0,i=0;i&lt;a;i++)n+=t[i]*e[i];return n},r.translationMatrix=function(t,e){return[[1,0,t],[0,1,e],[0,0,1]]},r.rotationMatrix=function(t){var e=t*Math.PI/180;return[[Math.cos(e),-Math.sin(e),0],[Math.sin(e),Math.cos(e),0],[0,0,1]]},r.rotationXYMatrix=function(t,e,n){return r.dot(r.dot(r.translationMatrix(e,n),r.rotationMatrix(t)),r.translationMatrix(-e,-n))},r.apply2DTransform=function(t){return function(){var e=arguments;3===e.length&amp;&amp;(e=e[0]);var n=1===arguments.length?e[0]:[e[0],e[1]];return r.dot(t,[n[0],n[1],1]).slice(0,2)}},r.apply2DTransform2=function(t){var e=r.apply2DTransform(t);return function(t){return e(t.slice(0,2)).concat(e(t.slice(2,4)))}}},{}],502:[function(t,e,r){&quot;use strict&quot;;e.exports={mod:function(t,e){var r=t%e;return r&lt;0?r+e:r},modHalf:function(t,e){return Math.abs(t)&gt;e/2?t-Math.round(t/e)*e:t}}},{}],503:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;./array&quot;).isArrayOrTypedArray;e.exports=function(t,e){if(n(e))e=String(e);else if(&quot;string&quot;!=typeof e||&quot;[-1]&quot;===e.substr(e.length-4))throw&quot;bad property string&quot;;for(var r,a,o,l=0,u=e.split(&quot;.&quot;);l&lt;u.length;){if(r=String(u[l]).match(/^([^\\[\\]]*)((\\[\\-?[0-9]*\\])+)$/)){if(r[1])u[l]=r[1];else{if(0!==l)throw&quot;bad property string&quot;;u.splice(0,1)}for(a=r[2].substr(1,r[2].length-2).split(&quot;][&quot;),o=0;o&lt;a.length;o++)l++,u.splice(l,0,Number(a[o]))}l++}return&quot;object&quot;!=typeof t?function(t,e,r){return{set:function(){throw&quot;bad container&quot;},get:function(){},astr:e,parts:r,obj:t}}(t,e,u):{set:s(t,u,e),get:function t(e,r){return function(){var n,a,o,s,l,u=e;for(s=0;s&lt;r.length-1;s++){if(-1===(n=r[s])){for(a=!0,o=[],l=0;l&lt;u.length;l++)o[l]=t(u[l],r.slice(s+1))(),o[l]!==o[0]&amp;&amp;(a=!1);return a?o[0]:o}if(&quot;number&quot;==typeof n&amp;&amp;!i(u))return;if(&quot;object&quot;!=typeof(u=u[n])||null===u)return}if(&quot;object&quot;==typeof u&amp;&amp;null!==u&amp;&amp;null!==(o=u[r[s]]))return o}}(t,u),astr:e,parts:u,obj:t}};var a=/(^|\\.)args\\[/;function o(t,e){return void 0===t||null===t&amp;&amp;!e.match(a)}function s(t,e,r){return function(n){var a,s,f=t,h=&quot;&quot;,d=[[t,h]],p=o(n,r);for(s=0;s&lt;e.length-1;s++){if(&quot;number&quot;==typeof(a=e[s])&amp;&amp;!i(f))throw&quot;array index but container is not an array&quot;;if(-1===a){if(p=!u(f,e.slice(s+1),n,r))break;return}if(!c(f,a,e[s+1],p))break;if(&quot;object&quot;!=typeof(f=f[a])||null===f)throw&quot;container is not an object&quot;;h=l(h,a),d.push([f,h])}if(p){if(s===e.length-1&amp;&amp;(delete f[e[s]],Array.isArray(f)&amp;&amp;+e[s]==f.length-1))for(;f.length&amp;&amp;void 0===f[f.length-1];)f.pop()}else f[e[s]]=n}}function l(t,e){var r=e;return n(e)?r=&quot;[&quot;+e+&quot;]&quot;:t&amp;&amp;(r=&quot;.&quot;+e),t+r}function u(t,e,r,n){var a,l=i(r),u=!0,f=r,h=n.replace(&quot;-1&quot;,0),d=!l&amp;&amp;o(r,h),p=e[0];for(a=0;a&lt;t.length;a++)h=n.replace(&quot;-1&quot;,a),l&amp;&amp;(d=o(f=r[a%r.length],h)),d&amp;&amp;(u=!1),c(t,a,p,d)&amp;&amp;s(t[a],e,n.replace(&quot;-1&quot;,a))(f);return u}function c(t,e,r,n){if(void 0===t[e]){if(n)return!1;t[e]=&quot;number&quot;==typeof r?[]:{}}return!0}},{&quot;./array&quot;:481,&quot;fast-isnumeric&quot;:90}],504:[function(t,e,r){&quot;use strict&quot;;e.exports=function(){}},{}],505:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=[];e.exports=function(t,e){if(-1===a.indexOf(t)){a.push(t);var r=1e3;i(e)?r=e:&quot;long&quot;===e&amp;&amp;(r=3e3);var o=n.select(&quot;body&quot;).selectAll(&quot;.plotly-notifier&quot;).data([0]);o.enter().append(&quot;div&quot;).classed(&quot;plotly-notifier&quot;,!0),o.selectAll(&quot;.notifier-note&quot;).data(a).enter().append(&quot;div&quot;).classed(&quot;notifier-note&quot;,!0).style(&quot;opacity&quot;,0).each(function(t){var e=n.select(this);e.append(&quot;button&quot;).classed(&quot;notifier-close&quot;,!0).html(&quot;&amp;times;&quot;).on(&quot;click&quot;,function(){e.transition().call(s)});for(var i=e.append(&quot;p&quot;),a=t.split(/&lt;br\\s*\\/?&gt;/g),o=0;o&lt;a.length;o++)o&amp;&amp;i.append(&quot;br&quot;),i.append(&quot;span&quot;).text(a[o]);e.transition().duration(700).style(&quot;opacity&quot;,1).transition().delay(r).call(s)})}function s(t){t.duration(700).style(&quot;opacity&quot;,0).each(&quot;end&quot;,function(t){var e=a.indexOf(t);-1!==e&amp;&amp;a.splice(e,1),n.select(this).remove()})}}},{d3:81,&quot;fast-isnumeric&quot;:90}],506:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./setcursor&quot;),i=&quot;data-savedcursor&quot;;e.exports=function(t,e){var r=t.attr(i);if(e){if(!r){for(var a=(t.attr(&quot;class&quot;)||&quot;&quot;).split(&quot; &quot;),o=0;o&lt;a.length;o++){var s=a[o];0===s.indexOf(&quot;cursor-&quot;)&amp;&amp;t.attr(i,s.substr(7)).classed(s,!1)}t.attr(i)||t.attr(i,&quot;!!&quot;)}n(t,e)}else r&amp;&amp;(t.attr(i,null),&quot;!!&quot;===r?n(t):n(t,r))}},{&quot;./setcursor&quot;:514}],507:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./matrix&quot;).dot,i=t(&quot;../constants/numerical&quot;).BADNUM,a=e.exports={};a.tester=function(t){var e,r=t.slice(),n=r[0][0],a=n,o=r[0][1],s=o;for(r.push(r[0]),e=1;e&lt;r.length;e++)n=Math.min(n,r[e][0]),a=Math.max(a,r[e][0]),o=Math.min(o,r[e][1]),s=Math.max(s,r[e][1]);var l,u=!1;5===r.length&amp;&amp;(r[0][0]===r[1][0]?r[2][0]===r[3][0]&amp;&amp;r[0][1]===r[3][1]&amp;&amp;r[1][1]===r[2][1]&amp;&amp;(u=!0,l=function(t){return t[0]===r[0][0]}):r[0][1]===r[1][1]&amp;&amp;r[2][1]===r[3][1]&amp;&amp;r[0][0]===r[3][0]&amp;&amp;r[1][0]===r[2][0]&amp;&amp;(u=!0,l=function(t){return t[1]===r[0][1]}));var c=!0,f=r[0];for(e=1;e&lt;r.length;e++)if(f[0]!==r[e][0]||f[1]!==r[e][1]){c=!1;break}return{xmin:n,xmax:a,ymin:o,ymax:s,pts:r,contains:u?function(t,e){var r=t[0],u=t[1];return!(r===i||r&lt;n||r&gt;a||u===i||u&lt;o||u&gt;s||e&amp;&amp;l(t))}:function(t,e){var l=t[0],u=t[1];if(l===i||l&lt;n||l&gt;a||u===i||u&lt;o||u&gt;s)return!1;var c,f,h,d,p,g=r.length,v=r[0][0],m=r[0][1],y=0;for(c=1;c&lt;g;c++)if(f=v,h=m,v=r[c][0],m=r[c][1],!(l&lt;(d=Math.min(f,v))||l&gt;Math.max(f,v)||u&gt;Math.max(h,m)))if(u&lt;Math.min(h,m))l!==d&amp;&amp;y++;else{if(u===(p=v===f?u:h+(l-f)*(m-h)/(v-f)))return 1!==c||!e;u&lt;=p&amp;&amp;l!==d&amp;&amp;y++}return y%2==1},isRect:u,degenerate:c}};var o=a.isSegmentBent=function(t,e,r,i){var a,o,s,l=t[e],u=[t[r][0]-l[0],t[r][1]-l[1]],c=n(u,u),f=Math.sqrt(c),h=[-u[1]/f,u[0]/f];for(a=e+1;a&lt;r;a++)if(o=[t[a][0]-l[0],t[a][1]-l[1]],(s=n(o,u))&lt;0||s&gt;c||Math.abs(n(o,h))&gt;i)return!0;return!1};a.filter=function(t,e){var r=[t[0]],n=0,i=0;function a(a){t.push(a);var s=r.length,l=n;r.splice(i+1);for(var u=l+1;u&lt;t.length;u++)(u===t.length-1||o(t,l,u+1,e))&amp;&amp;(r.push(t[u]),r.length&lt;s-2&amp;&amp;(n=u,i=r.length-1),l=u)}t.length&gt;1&amp;&amp;a(t.pop());return{addPt:a,raw:t,filtered:r}}},{&quot;../constants/numerical&quot;:475,&quot;./matrix&quot;:501}],508:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){if(e instanceof RegExp){for(var r=e.toString(),n=0;n&lt;t.length;n++)if(t[n]instanceof RegExp&amp;&amp;t[n].toString()===r)return t;t.push(e)}else!e&amp;&amp;0!==e||-1!==t.indexOf(e)||t.push(e);return t}},{}],509:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plot_api/plot_config&quot;).dfltConfig;var a={add:function(t,e,r,n,a){var o,s;t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},s=t.undoQueue.index,t.autoplay?t.undoQueue.inSequence||(t.autoplay=!1):(!t.undoQueue.sequence||t.undoQueue.beginSequence?(o={undo:{calls:[],args:[]},redo:{calls:[],args:[]}},t.undoQueue.queue.splice(s,t.undoQueue.queue.length-s,o),t.undoQueue.index+=1):o=t.undoQueue.queue[s-1],t.undoQueue.beginSequence=!1,o&amp;&amp;(o.undo.calls.unshift(e),o.undo.args.unshift(r),o.redo.calls.push(n),o.redo.args.push(a)),t.undoQueue.queue.length&gt;i.queueLength&amp;&amp;(t.undoQueue.queue.shift(),t.undoQueue.index--))},startSequence:function(t){t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},t.undoQueue.sequence=!0,t.undoQueue.beginSequence=!0},stopSequence:function(t){t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},t.undoQueue.sequence=!1,t.undoQueue.beginSequence=!1},undo:function(t){var e,r;if(t.framework&amp;&amp;t.framework.isPolar)t.framework.undo();else if(!(void 0===t.undoQueue||isNaN(t.undoQueue.index)||t.undoQueue.index&lt;=0)){for(t.undoQueue.index--,e=t.undoQueue.queue[t.undoQueue.index],t.undoQueue.inSequence=!0,r=0;r&lt;e.undo.calls.length;r++)a.plotDo(t,e.undo.calls[r],e.undo.args[r]);t.undoQueue.inSequence=!1,t.autoplay=!1}},redo:function(t){var e,r;if(t.framework&amp;&amp;t.framework.isPolar)t.framework.redo();else if(!(void 0===t.undoQueue||isNaN(t.undoQueue.index)||t.undoQueue.index&gt;=t.undoQueue.queue.length)){for(e=t.undoQueue.queue[t.undoQueue.index],t.undoQueue.inSequence=!0,r=0;r&lt;e.redo.calls.length;r++)a.plotDo(t,e.redo.calls[r],e.redo.args[r]);t.undoQueue.inSequence=!1,t.autoplay=!1,t.undoQueue.index++}}};a.plotDo=function(t,e,r){t.autoplay=!0,r=function(t,e){for(var r,i=[],a=0;a&lt;e.length;a++)r=e[a],i[a]=r===t?r:&quot;object&quot;==typeof r?Array.isArray(r)?n.extendDeep([],r):n.extendDeepAll({},r):r;return i}(t,r),e.apply(null,r)},e.exports=a},{&quot;../lib&quot;:495,&quot;../plot_api/plot_config&quot;:529}],510:[function(t,e,r){&quot;use strict&quot;;r.counter=function(t,e,r,n){var i=(e||&quot;&quot;)+(r?&quot;&quot;:&quot;$&quot;),a=!1===n?&quot;&quot;:&quot;^&quot;;return&quot;xy&quot;===t?new RegExp(a+&quot;x([2-9]|[1-9][0-9]+)?y([2-9]|[1-9][0-9]+)?&quot;+i):new RegExp(a+t+&quot;([2-9]|[1-9][0-9]+)?&quot;+i)}},{}],511:[function(t,e,r){&quot;use strict&quot;;var n=/^(.*)(\\.[^\\.\\[\\]]+|\\[\\d\\])$/,i=/^[^\\.\\[\\]]+$/;e.exports=function(t,e){for(;e;){var r=t.match(n);if(r)t=r[1];else{if(!t.match(i))throw new Error(&quot;bad relativeAttr call:&quot;+[t,e]);t=&quot;&quot;}if(&quot;^&quot;!==e.charAt(0))break;e=e.slice(1)}return t&amp;&amp;&quot;[&quot;!==e.charAt(0)?t+&quot;.&quot;+e:t+e}},{}],512:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./array&quot;).isArrayOrTypedArray,i=t(&quot;./is_plain_object&quot;);e.exports=function t(e,r){for(var a in r){var o=r[a],s=e[a];if(s!==o)if(&quot;_&quot;===a.charAt(0)||&quot;function&quot;==typeof o){if(a in e)continue;e[a]=o}else if(n(o)&amp;&amp;n(s)&amp;&amp;i(o[0])){if(&quot;customdata&quot;===a||&quot;ids&quot;===a)continue;for(var l=Math.min(o.length,s.length),u=0;u&lt;l;u++)s[u]!==o[u]&amp;&amp;i(o[u])&amp;&amp;i(s[u])&amp;&amp;t(s[u],o[u])}else i(o)&amp;&amp;i(s)&amp;&amp;(t(s,o),Object.keys(s).length||delete e[a])}}},{&quot;./array&quot;:481,&quot;./is_plain_object&quot;:496}],513:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;./loggers&quot;),a=t(&quot;./identity&quot;);function o(t,e){return t&lt;e}function s(t,e){return t&lt;=e}function l(t,e){return t&gt;e}function u(t,e){return t&gt;=e}r.findBin=function(t,e,r){if(n(e.start))return r?Math.ceil((t-e.start)/e.size-1e-9)-1:Math.floor((t-e.start)/e.size+1e-9);var a,c,f=0,h=e.length,d=0,p=h&gt;1?(e[h-1]-e[0])/(h-1):1;for(c=p&gt;=0?r?o:s:r?u:l,t+=1e-9*p*(r?-1:1)*(p&gt;=0?1:-1);f&lt;h&amp;&amp;d++&lt;100;)c(e[a=Math.floor((f+h)/2)],t)?f=a+1:h=a;return d&gt;90&amp;&amp;i.log(&quot;Long binary search...&quot;),f-1},r.sorterAsc=function(t,e){return t-e},r.sorterDes=function(t,e){return e-t},r.distinctVals=function(t){var e=t.slice();e.sort(r.sorterAsc);for(var n=e.length-1,i=e[n]-e[0]||1,a=i/(n||1)/1e4,o=[e[0]],s=0;s&lt;n;s++)e[s+1]&gt;e[s]+a&amp;&amp;(i=Math.min(i,e[s+1]-e[s]),o.push(e[s+1]));return{vals:o,minDiff:i}},r.roundUp=function(t,e,r){for(var n,i=0,a=e.length-1,o=0,s=r?0:1,l=r?1:0,u=r?Math.ceil:Math.floor;i&lt;a&amp;&amp;o++&lt;100;)e[n=u((i+a)/2)]&lt;=t?i=n+s:a=n-l;return e[i]},r.sort=function(t,e){for(var r=0,n=0,i=1;i&lt;t.length;i++){var a=e(t[i],t[i-1]);if(a&lt;0?r=1:a&gt;0&amp;&amp;(n=1),r&amp;&amp;n)return t.sort(e)}return n?t:t.reverse()},r.findIndexOfMin=function(t,e){e=e||a;for(var r,n=1/0,i=0;i&lt;t.length;i++){var o=e(t[i]);o&lt;n&amp;&amp;(n=o,r=i)}return r}},{&quot;./identity&quot;:494,&quot;./loggers&quot;:499,&quot;fast-isnumeric&quot;:90}],514:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){(t.attr(&quot;class&quot;)||&quot;&quot;).split(&quot; &quot;).forEach(function(e){0===e.indexOf(&quot;cursor-&quot;)&amp;&amp;t.classed(e,!1)}),e&amp;&amp;t.classed(&quot;cursor-&quot;+e,!0)}},{}],515:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../components/color&quot;),i=function(){};e.exports=function(t){for(var e in t)&quot;function&quot;==typeof t[e]&amp;&amp;(t[e]=i);t.destroy=function(){t.container.parentNode.removeChild(t.container)};var r=document.createElement(&quot;div&quot;);r.className=&quot;no-webgl&quot;,r.style.cursor=&quot;pointer&quot;,r.style.fontSize=&quot;24px&quot;,r.style.color=n.defaults[0],r.style.position=&quot;absolute&quot;,r.style.left=r.style.top=&quot;0px&quot;,r.style.width=r.style.height=&quot;100%&quot;,r.style[&quot;background-color&quot;]=n.lightLine,r.style[&quot;z-index&quot;]=30;var a=document.createElement(&quot;p&quot;);return a.textContent=&quot;WebGL is not supported by your browser - visit https://get.webgl.org for more info&quot;,a.style.position=&quot;relative&quot;,a.style.top=&quot;50%&quot;,a.style.left=&quot;50%&quot;,a.style.height=&quot;30%&quot;,a.style.width=&quot;50%&quot;,a.style.margin=&quot;-15% 0 0 -25%&quot;,r.appendChild(a),t.container.appendChild(r),t.container.style.background=&quot;#FFFFFF&quot;,t.container.onclick=function(){window.open(&quot;https://get.webgl.org&quot;)},!1}},{&quot;../components/color&quot;:376}],516:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;./array&quot;).isArrayOrTypedArray;r.aggNums=function(t,e,a,o){var s,l;if((!o||o&gt;a.length)&amp;&amp;(o=a.length),n(e)||(e=!1),i(a[0])){for(l=new Array(o),s=0;s&lt;o;s++)l[s]=r.aggNums(t,e,a[s]);a=l}for(s=0;s&lt;o;s++)n(e)?n(a[s])&amp;&amp;(e=t(+e,+a[s])):e=a[s];return e},r.len=function(t){return r.aggNums(function(t){return t+1},0,t)},r.mean=function(t,e){return e||(e=r.len(t)),r.aggNums(function(t,e){return t+e},0,t)/e},r.midRange=function(t){if(void 0!==t&amp;&amp;0!==t.length)return(r.aggNums(Math.max,null,t)+r.aggNums(Math.min,null,t))/2},r.variance=function(t,e,i){return e||(e=r.len(t)),n(i)||(i=r.mean(t,e)),r.aggNums(function(t,e){return t+Math.pow(e-i,2)},0,t)/e},r.stdev=function(t,e,n){return Math.sqrt(r.variance(t,e,n))},r.interp=function(t,e){if(!n(e))throw&quot;n should be a finite number&quot;;if((e=e*t.length-.5)&lt;0)return t[0];if(e&gt;t.length-1)return t[t.length-1];var r=e%1;return r*t[Math.ceil(e)]+(1-r)*t[Math.floor(e)]}},{&quot;./array&quot;:481,&quot;fast-isnumeric&quot;:90}],517:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;color-normalize&quot;);e.exports=function(t){return t?n(t):[0,0,0,1]}},{&quot;color-normalize&quot;:62}],518:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../constants/xmlns_namespaces&quot;),o=t(&quot;../constants/alignment&quot;).LINE_SPACING;function s(t,e){return t.node().getBoundingClientRect()[e]}var l=/([^$]*)([$]+[^$]*[$]+)([^$]*)/;r.convertToTspans=function(t,e,k){var E=t.text(),S=!t.attr(&quot;data-notex&quot;)&amp;&amp;&quot;undefined&quot;!=typeof MathJax&amp;&amp;E.match(l),C=n.select(t.node().parentNode);if(!C.empty()){var O=t.attr(&quot;class&quot;)?t.attr(&quot;class&quot;).split(&quot; &quot;)[0]:&quot;text&quot;;return O+=&quot;-math&quot;,C.selectAll(&quot;svg.&quot;+O).remove(),C.selectAll(&quot;g.&quot;+O+&quot;-group&quot;).remove(),t.style(&quot;display&quot;,null).attr({&quot;data-unformatted&quot;:E,&quot;data-math&quot;:&quot;N&quot;}),S?(e&amp;&amp;e._promises||[]).push(new Promise(function(e){t.style(&quot;display&quot;,&quot;none&quot;);var r=parseInt(t.node().style.fontSize,10),a={fontSize:r};!function(t,e,r){var a,o,s,l;MathJax.Hub.Queue(function(){return o=i.extendDeepAll({},MathJax.Hub.config),s=MathJax.Hub.processSectionDelay,void 0!==MathJax.Hub.processSectionDelay&amp;&amp;(MathJax.Hub.processSectionDelay=0),MathJax.Hub.Config({messageStyle:&quot;none&quot;,tex2jax:{inlineMath:[[&quot;$&quot;,&quot;$&quot;],[&quot;\\\\(&quot;,&quot;\\\\)&quot;]]},displayAlign:&quot;left&quot;})},function(){if(&quot;SVG&quot;!==(a=MathJax.Hub.config.menuSettings.renderer))return MathJax.Hub.setRenderer(&quot;SVG&quot;)},function(){var r=&quot;math-output-&quot;+i.randstr({},64);return l=n.select(&quot;body&quot;).append(&quot;div&quot;).attr({id:r}).style({visibility:&quot;hidden&quot;,position:&quot;absolute&quot;}).style({&quot;font-size&quot;:e.fontSize+&quot;px&quot;}).text(t.replace(u,&quot;\\\\lt &quot;).replace(c,&quot;\\\\gt &quot;)),MathJax.Hub.Typeset(l.node())},function(){var e=n.select(&quot;body&quot;).select(&quot;#MathJax_SVG_glyphs&quot;);if(l.select(&quot;.MathJax_SVG&quot;).empty()||!l.select(&quot;svg&quot;).node())i.log(&quot;There was an error in the tex syntax.&quot;,t),r();else{var o=l.select(&quot;svg&quot;).node().getBoundingClientRect();r(l.select(&quot;.MathJax_SVG&quot;),e,o)}if(l.remove(),&quot;SVG&quot;!==a)return MathJax.Hub.setRenderer(a)},function(){return void 0!==s&amp;&amp;(MathJax.Hub.processSectionDelay=s),MathJax.Hub.Config(o)})}(S[2],a,function(n,i,a){C.selectAll(&quot;svg.&quot;+O).remove(),C.selectAll(&quot;g.&quot;+O+&quot;-group&quot;).remove();var o=n&amp;&amp;n.select(&quot;svg&quot;);if(!o||!o.node())return R(),void e();var l=C.append(&quot;g&quot;).classed(O+&quot;-group&quot;,!0).attr({&quot;pointer-events&quot;:&quot;none&quot;,&quot;data-unformatted&quot;:E,&quot;data-math&quot;:&quot;Y&quot;});l.node().appendChild(o.node()),i&amp;&amp;i.node()&amp;&amp;o.node().insertBefore(i.node().cloneNode(!0),o.node().firstChild),o.attr({class:O,height:a.height,preserveAspectRatio:&quot;xMinYMin meet&quot;}).style({overflow:&quot;visible&quot;,&quot;pointer-events&quot;:&quot;none&quot;});var u=t.node().style.fill||&quot;black&quot;;o.select(&quot;g&quot;).attr({fill:u,stroke:u});var c=s(o,&quot;width&quot;),f=s(o,&quot;height&quot;),h=+t.attr(&quot;x&quot;)-c*{start:0,middle:.5,end:1}[t.attr(&quot;text-anchor&quot;)||&quot;start&quot;],d=-(r||s(t,&quot;height&quot;))/4;&quot;y&quot;===O[0]?(l.attr({transform:&quot;rotate(&quot;+[-90,+t.attr(&quot;x&quot;),+t.attr(&quot;y&quot;)]+&quot;) translate(&quot;+[-c/2,d-f/2]+&quot;)&quot;}),o.attr({x:+t.attr(&quot;x&quot;),y:+t.attr(&quot;y&quot;)})):&quot;l&quot;===O[0]?o.attr({x:t.attr(&quot;x&quot;),y:d-f/2}):&quot;a&quot;===O[0]&amp;&amp;0!==O.indexOf(&quot;atitle&quot;)?o.attr({x:0,y:d}):o.attr({x:h,y:+t.attr(&quot;y&quot;)+d-f/2}),k&amp;&amp;k.call(t,l),e(l)})})):R(),t}function R(){C.empty()||(O=t.attr(&quot;class&quot;)+&quot;-math&quot;,C.select(&quot;svg.&quot;+O).remove()),t.text(&quot;&quot;).style(&quot;white-space&quot;,&quot;pre&quot;),function(t,e){e=e.replace(v,&quot; &quot;);var r,s=!1,l=[],u=-1;function c(){u++;var e=document.createElementNS(a.svg,&quot;tspan&quot;);n.select(e).attr({class:&quot;line&quot;,dy:u*o+&quot;em&quot;}),t.appendChild(e),r=e;var i=l;if(l=[{node:e}],i.length&gt;1)for(var s=1;s&lt;i.length;s++)k(i[s])}function k(t){var e,i=t.type,o={};if(&quot;a&quot;===i){e=&quot;a&quot;;var s=t.target,u=t.href,c=t.popup;u&amp;&amp;(o={&quot;xlink:xlink:show&quot;:&quot;_blank&quot;===s||&quot;_&quot;!==s.charAt(0)?&quot;new&quot;:&quot;replace&quot;,target:s,&quot;xlink:xlink:href&quot;:u},c&amp;&amp;(o.onclick=&#x27;window.open(this.href.baseVal,this.target.baseVal,&quot;&#x27;+c+&#x27;&quot;);return false;&#x27;))}else e=&quot;tspan&quot;;t.style&amp;&amp;(o.style=t.style);var f=document.createElementNS(a.svg,e);if(&quot;sup&quot;===i||&quot;sub&quot;===i){E(r,p),r.appendChild(f);var g=document.createElementNS(a.svg,&quot;tspan&quot;);E(g,p),n.select(g).attr(&quot;dy&quot;,d[i]),o.dy=h[i],r.appendChild(f),r.appendChild(g)}else r.appendChild(f);n.select(f).attr(o),r=t.node=f,l.push(t)}function E(t,e){t.appendChild(document.createTextNode(e))}function S(t){if(1!==l.length){var n=l.pop();t!==n.type&amp;&amp;i.log(&quot;Start tag &lt;&quot;+n.type+&quot;&gt; doesnt match end tag &lt;&quot;+t+&quot;&gt;. Pretending it did match.&quot;,e),r=l[l.length-1].node}else i.log(&quot;Ignoring unexpected end tag &lt;/&quot;+t+&quot;&gt;.&quot;,e)}b.test(e)?c():(r=t,l=[{node:t}]);for(var C=e.split(m),O=0;O&lt;C.length;O++){var R=C[O],P=R.match(y),z=P&amp;&amp;P[2].toLowerCase(),I=f[z];if(&quot;br&quot;===z)c();else if(void 0===I)E(r,L(R));else if(P[1])S(z);else{var N=P[4],D={type:z},F=M(N,x);if(F?(F=F.replace(T,&quot;$1 fill:&quot;),I&amp;&amp;(F+=&quot;;&quot;+I)):I&amp;&amp;(F=I),F&amp;&amp;(D.style=F),&quot;a&quot;===z){s=!0;var j=M(N,_);if(j){var B=document.createElement(&quot;a&quot;);B.href=j,-1!==g.indexOf(B.protocol)&amp;&amp;(D.href=encodeURI(decodeURI(j)),D.target=M(N,w)||&quot;_blank&quot;,D.popup=M(N,A))}}k(D)}}return s}(t.node(),E)&amp;&amp;t.style(&quot;pointer-events&quot;,&quot;all&quot;),r.positionText(t),k&amp;&amp;k.call(t)}};var u=/(&lt;|&amp;lt;|&amp;#60;)/g,c=/(&gt;|&amp;gt;|&amp;#62;)/g;var f={sup:&quot;font-size:70%&quot;,sub:&quot;font-size:70%&quot;,b:&quot;font-weight:bold&quot;,i:&quot;font-style:italic&quot;,a:&quot;cursor:pointer&quot;,span:&quot;&quot;,em:&quot;font-style:italic;font-weight:bold&quot;},h={sub:&quot;0.3em&quot;,sup:&quot;-0.6em&quot;},d={sub:&quot;-0.21em&quot;,sup:&quot;0.42em&quot;},p=&quot;\\u200b&quot;,g=[&quot;http:&quot;,&quot;https:&quot;,&quot;mailto:&quot;,&quot;&quot;,void 0,&quot;:&quot;],v=/(\\r\\n?|\\n)/g,m=/(&lt;[^&lt;&gt;]*&gt;)/,y=/&lt;(\\/?)([^ &gt;]*)(\\s+(.*))?&gt;/i,b=/&lt;br(\\s+.*)?&gt;/i,x=/(^|[\\s&quot;&#x27;])style\\s*=\\s*(&quot;([^&quot;]*);?&quot;|&#x27;([^&#x27;]*);?&#x27;)/i,_=/(^|[\\s&quot;&#x27;])href\\s*=\\s*(&quot;([^&quot;]*)&quot;|&#x27;([^&#x27;]*)&#x27;)/i,w=/(^|[\\s&quot;&#x27;])target\\s*=\\s*(&quot;([^&quot;\\s]*)&quot;|&#x27;([^&#x27;\\s]*)&#x27;)/i,A=/(^|[\\s&quot;&#x27;])popup\\s*=\\s*(&quot;([\\w=,]*)&quot;|&#x27;([\\w=,]*)&#x27;)/i;function M(t,e){if(!t)return null;var r=t.match(e),n=r&amp;&amp;(r[3]||r[4]);return n&amp;&amp;L(n)}var T=/(^|;)\\s*color:/;r.plainText=function(t,e){for(var r=void 0!==(e=e||{}).len&amp;&amp;-1!==e.len?e.len:1/0,n=void 0!==e.allowedTags?e.allowedTags:[&quot;br&quot;],i=&quot;...&quot;.length,a=t.split(m),o=[],s=&quot;&quot;,l=0,u=0;u&lt;a.length;u++){var c=a[u],f=c.match(y),h=f&amp;&amp;f[2].toLowerCase();if(h)-1!==n.indexOf(h)&amp;&amp;(o.push(c),s=h);else{var d=c.length;if(l+d&lt;r)o.push(c),l+=d;else if(l&lt;r){var p=r-l;s&amp;&amp;(&quot;br&quot;!==s||p&lt;=i||d&lt;=i)&amp;&amp;o.pop(),r&gt;i?o.push(c.substr(0,p-i)+&quot;...&quot;):o.push(c.substr(0,p));break}s=&quot;&quot;}}return o.join(&quot;&quot;)};var k={mu:&quot;\\u03bc&quot;,amp:&quot;&amp;&quot;,lt:&quot;&lt;&quot;,gt:&quot;&gt;&quot;,nbsp:&quot;\\xa0&quot;,times:&quot;\\xd7&quot;,plusmn:&quot;\\xb1&quot;,deg:&quot;\\xb0&quot;},E=/&amp;(#\\d+|#x[\\da-fA-F]+|[a-z]+);/g;function L(t){return t.replace(E,function(t,e){return(&quot;#&quot;===e.charAt(0)?function(t){if(t&gt;1114111)return;var e=String.fromCodePoint;if(e)return e(t);var r=String.fromCharCode;return t&lt;=65535?r(t):r(55232+(t&gt;&gt;10),t%1024+56320)}(&quot;x&quot;===e.charAt(1)?parseInt(e.substr(2),16):parseInt(e.substr(1),10)):k[e])||t})}function S(t,e,r){var n,i,a,o=r.horizontalAlign,s=r.verticalAlign||&quot;top&quot;,l=t.node().getBoundingClientRect(),u=e.node().getBoundingClientRect();return i=&quot;bottom&quot;===s?function(){return l.bottom-n.height}:&quot;middle&quot;===s?function(){return l.top+(l.height-n.height)/2}:function(){return l.top},a=&quot;right&quot;===o?function(){return l.right-n.width}:&quot;center&quot;===o?function(){return l.left+(l.width-n.width)/2}:function(){return l.left},function(){return n=this.node().getBoundingClientRect(),this.style({top:i()-u.top+&quot;px&quot;,left:a()-u.left+&quot;px&quot;,&quot;z-index&quot;:1e3}),this}}r.convertEntities=L,r.lineCount=function(t){return t.selectAll(&quot;tspan.line&quot;).size()||1},r.positionText=function(t,e,r){return t.each(function(){var t=n.select(this);function i(e,r){return void 0===r?null===(r=t.attr(e))&amp;&amp;(t.attr(e,0),r=0):t.attr(e,r),r}var a=i(&quot;x&quot;,e),o=i(&quot;y&quot;,r);&quot;text&quot;===this.nodeName&amp;&amp;t.selectAll(&quot;tspan.line&quot;).attr({x:a,y:o})})},r.makeEditable=function(t,e){var r=e.gd,i=e.delegate,a=n.dispatch(&quot;edit&quot;,&quot;input&quot;,&quot;cancel&quot;),o=i||t;if(t.style({&quot;pointer-events&quot;:i?&quot;none&quot;:&quot;all&quot;}),1!==t.size())throw new Error(&quot;boo&quot;);function s(){!function(){var i=n.select(r).select(&quot;.svg-container&quot;),o=i.append(&quot;div&quot;),s=t.node().style,u=parseFloat(s.fontSize||12),c=e.text;void 0===c&amp;&amp;(c=t.attr(&quot;data-unformatted&quot;));o.classed(&quot;plugin-editable editable&quot;,!0).style({position:&quot;absolute&quot;,&quot;font-family&quot;:s.fontFamily||&quot;Arial&quot;,&quot;font-size&quot;:u,color:e.fill||s.fill||&quot;black&quot;,opacity:1,&quot;background-color&quot;:e.background||&quot;transparent&quot;,outline:&quot;#ffffff33 1px solid&quot;,margin:[-u/8+1,0,0,-1].join(&quot;px &quot;)+&quot;px&quot;,padding:&quot;0&quot;,&quot;box-sizing&quot;:&quot;border-box&quot;}).attr({contenteditable:!0}).text(c).call(S(t,i,e)).on(&quot;blur&quot;,function(){r._editing=!1,t.text(this.textContent).style({opacity:1});var e,i=n.select(this).attr(&quot;class&quot;);(e=i?&quot;.&quot;+i.split(&quot; &quot;)[0]+&quot;-math-group&quot;:&quot;[class*=-math-group]&quot;)&amp;&amp;n.select(t.node().parentNode).select(e).style({opacity:0});var o=this.textContent;n.select(this).transition().duration(0).remove(),n.select(document).on(&quot;mouseup&quot;,null),a.edit.call(t,o)}).on(&quot;focus&quot;,function(){var t=this;r._editing=!0,n.select(document).on(&quot;mouseup&quot;,function(){if(n.event.target===t)return!1;document.activeElement===o.node()&amp;&amp;o.node().blur()})}).on(&quot;keyup&quot;,function(){27===n.event.which?(r._editing=!1,t.style({opacity:1}),n.select(this).style({opacity:0}).on(&quot;blur&quot;,function(){return!1}).transition().remove(),a.cancel.call(t,this.textContent)):(a.input.call(t,this.textContent),n.select(this).call(S(t,i,e)))}).on(&quot;keydown&quot;,function(){13===n.event.which&amp;&amp;this.blur()}).call(l)}(),t.style({opacity:0});var i,s=o.attr(&quot;class&quot;);(i=s?&quot;.&quot;+s.split(&quot; &quot;)[0]+&quot;-math-group&quot;:&quot;[class*=-math-group]&quot;)&amp;&amp;n.select(t.node().parentNode).select(i).style({opacity:0})}function l(t){var e=t.node(),r=document.createRange();r.selectNodeContents(e);var n=window.getSelection();n.removeAllRanges(),n.addRange(r),e.focus()}return e.immediate?s():o.on(&quot;click&quot;,s),n.rebind(t,a,&quot;on&quot;)}},{&quot;../constants/alignment&quot;:471,&quot;../constants/xmlns_namespaces&quot;:476,&quot;../lib&quot;:495,d3:81}],519:[function(t,e,r){&quot;use strict&quot;;var n={};function i(t){t&amp;&amp;null!==t.timer&amp;&amp;(clearTimeout(t.timer),t.timer=null)}r.throttle=function(t,e,r){var a=n[t],o=Date.now();if(!a){for(var s in n)n[s].ts&lt;o-6e4&amp;&amp;delete n[s];a=n[t]={ts:0,timer:null}}function l(){r(),a.ts=Date.now(),a.onDone&amp;&amp;(a.onDone(),a.onDone=null)}i(a),o&gt;a.ts+e?l():a.timer=setTimeout(function(){l(),a.timer=null},e)},r.done=function(t){var e=n[t];return e&amp;&amp;e.timer?new Promise(function(t){var r=e.onDone;e.onDone=function(){r&amp;&amp;r(),t(),e.onDone=null}}):Promise.resolve()},r.clear=function(t){if(t)i(n[t]),delete n[t];else for(var e in n)r.clear(e)}},{}],520:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;);e.exports=function(t,e){if(t&gt;0)return Math.log(t)/Math.LN10;var r=Math.log(Math.min(e[0],e[1]))/Math.LN10;return n(r)||(r=Math.log(Math.max(e[0],e[1]))/Math.LN10-6),r}},{&quot;fast-isnumeric&quot;:90}],521:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;locale&quot;,name:&quot;en-US&quot;,dictionary:{&quot;Click to enter Colorscale title&quot;:&quot;Click to enter Colorscale title&quot;},format:{date:&quot;%m/%d/%Y&quot;}}},{}],522:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;locale&quot;,name:&quot;en&quot;,dictionary:{&quot;Click to enter Colorscale title&quot;:&quot;Click to enter Colourscale title&quot;},format:{days:[&quot;Sunday&quot;,&quot;Monday&quot;,&quot;Tuesday&quot;,&quot;Wednesday&quot;,&quot;Thursday&quot;,&quot;Friday&quot;,&quot;Saturday&quot;],shortDays:[&quot;Sun&quot;,&quot;Mon&quot;,&quot;Tue&quot;,&quot;Wed&quot;,&quot;Thu&quot;,&quot;Fri&quot;,&quot;Sat&quot;],months:[&quot;January&quot;,&quot;February&quot;,&quot;March&quot;,&quot;April&quot;,&quot;May&quot;,&quot;June&quot;,&quot;July&quot;,&quot;August&quot;,&quot;September&quot;,&quot;October&quot;,&quot;November&quot;,&quot;December&quot;],shortMonths:[&quot;Jan&quot;,&quot;Feb&quot;,&quot;Mar&quot;,&quot;Apr&quot;,&quot;May&quot;,&quot;Jun&quot;,&quot;Jul&quot;,&quot;Aug&quot;,&quot;Sep&quot;,&quot;Oct&quot;,&quot;Nov&quot;,&quot;Dec&quot;],periods:[&quot;AM&quot;,&quot;PM&quot;],dateTime:&quot;%a %b %e %X %Y&quot;,date:&quot;%d/%m/%Y&quot;,time:&quot;%H:%M:%S&quot;,decimal:&quot;.&quot;,thousands:&quot;,&quot;,grouping:[3],currency:[&quot;$&quot;,&quot;&quot;],year:&quot;%Y&quot;,month:&quot;%b %Y&quot;,dayMonth:&quot;%b %-d&quot;,dayMonthYear:&quot;%b %-d, %Y&quot;}}},{}],523:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;);e.exports=function(t){for(var e,r,i=n.layoutArrayContainers,a=n.layoutArrayRegexes,o=t.split(&quot;[&quot;)[0],s=0;s&lt;a.length;s++)if((r=t.match(a[s]))&amp;&amp;0===r.index){e=r[0];break}if(e||(e=i[i.indexOf(o)]),!e)return!1;var l=t.substr(e.length);return l?!!(r=l.match(/^\\[(0|[1-9][0-9]*)\\](\\.(.+))?$/))&amp;&amp;{array:e,index:Number(r[1]),property:r[3]||&quot;&quot;}:{array:e,index:&quot;&quot;,property:&quot;&quot;}}},{&quot;../registry&quot;:592}],524:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=n.extendFlat,a=n.isPlainObject,o={valType:&quot;flaglist&quot;,extras:[&quot;none&quot;],flags:[&quot;calc&quot;,&quot;clearAxisTypes&quot;,&quot;plot&quot;,&quot;style&quot;,&quot;markerSize&quot;,&quot;colorbars&quot;]},s={valType:&quot;flaglist&quot;,extras:[&quot;none&quot;],flags:[&quot;calc&quot;,&quot;plot&quot;,&quot;legend&quot;,&quot;ticks&quot;,&quot;axrange&quot;,&quot;layoutstyle&quot;,&quot;modebar&quot;,&quot;camera&quot;,&quot;arraydraw&quot;]},l=o.flags.slice().concat([&quot;fullReplot&quot;]),u=s.flags.slice().concat(&quot;layoutReplot&quot;);function c(t){for(var e={},r=0;r&lt;t.length;r++)e[t[r]]=!1;return e}function f(t,e,r){var n=i({},t);for(var o in n){var s=n[o];a(s)&amp;&amp;(n[o]=h(s,e,r,o))}return&quot;from-root&quot;===r&amp;&amp;(n.editType=e),n}function h(t,e,r,n){if(t.valType){var a=i({},t);if(a.editType=e,Array.isArray(t.items)){a.items=new Array(t.items.length);for(var o=0;o&lt;t.items.length;o++)a.items[o]=h(t.items[o],e,&quot;from-root&quot;)}return a}return f(t,e,&quot;_&quot;===n.charAt(0)?&quot;nested&quot;:&quot;from-root&quot;)}e.exports={traces:o,layout:s,traceFlags:function(){return c(l)},layoutFlags:function(){return c(u)},update:function(t,e){var r=e.editType;if(r&amp;&amp;&quot;none&quot;!==r)for(var n=r.split(&quot;+&quot;),i=0;i&lt;n.length;i++)t[n[i]]=!0},overrideAll:f}},{&quot;../lib&quot;:495}],525:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;gl-mat4/fromQuat&quot;),a=t(&quot;../registry&quot;),o=t(&quot;../lib&quot;),s=t(&quot;../plots/plots&quot;),l=t(&quot;../plots/cartesian/axis_ids&quot;),u=t(&quot;../components/color&quot;),c=l.cleanId,f=l.getFromTrace,h=a.traceIs;function d(t,e){var r=t[e],n=e.charAt(0);r&amp;&amp;&quot;paper&quot;!==r&amp;&amp;(t[e]=c(r,n))}function p(t){function e(e,r){var n=t[e],i=t.title&amp;&amp;t.title[r];n&amp;&amp;!i&amp;&amp;(t.title||(t.title={}),t.title[r]=t[e],delete t[e])}t&amp;&amp;(&quot;string&quot;!=typeof t.title&amp;&amp;&quot;number&quot;!=typeof t.title||(t.title={text:t.title}),e(&quot;titlefont&quot;,&quot;font&quot;),e(&quot;titleposition&quot;,&quot;position&quot;),e(&quot;titleside&quot;,&quot;side&quot;),e(&quot;titleoffset&quot;,&quot;offset&quot;))}function g(t){if(!o.isPlainObject(t))return!1;var e=t.name;return delete t.name,delete t.showlegend,(&quot;string&quot;==typeof e||&quot;number&quot;==typeof e)&amp;&amp;String(e)}function v(t,e,r,n){if(r&amp;&amp;!n)return t;if(n&amp;&amp;!r)return e;if(!t.trim())return e;if(!e.trim())return t;var i,a=Math.min(t.length,e.length);for(i=0;i&lt;a&amp;&amp;t.charAt(i)===e.charAt(i);i++);return t.substr(0,i).trim()}function m(t){var e=&quot;middle&quot;,r=&quot;center&quot;;return&quot;string&quot;==typeof t&amp;&amp;(-1!==t.indexOf(&quot;top&quot;)?e=&quot;top&quot;:-1!==t.indexOf(&quot;bottom&quot;)&amp;&amp;(e=&quot;bottom&quot;),-1!==t.indexOf(&quot;left&quot;)?r=&quot;left&quot;:-1!==t.indexOf(&quot;right&quot;)&amp;&amp;(r=&quot;right&quot;)),e+&quot; &quot;+r}function y(t,e){return e in t&amp;&amp;&quot;object&quot;==typeof t[e]&amp;&amp;0===Object.keys(t[e]).length}r.clearPromiseQueue=function(t){Array.isArray(t._promises)&amp;&amp;t._promises.length&gt;0&amp;&amp;o.log(&quot;Clearing previous rejected promises from queue.&quot;),t._promises=[]},r.cleanLayout=function(t){var e,n;t||(t={}),t.xaxis1&amp;&amp;(t.xaxis||(t.xaxis=t.xaxis1),delete t.xaxis1),t.yaxis1&amp;&amp;(t.yaxis||(t.yaxis=t.yaxis1),delete t.yaxis1),t.scene1&amp;&amp;(t.scene||(t.scene=t.scene1),delete t.scene1);var a=(s.subplotsRegistry.cartesian||{}).attrRegex,l=(s.subplotsRegistry.polar||{}).attrRegex,f=(s.subplotsRegistry.ternary||{}).attrRegex,h=(s.subplotsRegistry.gl3d||{}).attrRegex,g=Object.keys(t);for(e=0;e&lt;g.length;e++){var v=g[e];if(a&amp;&amp;a.test(v)){var m=t[v];m.anchor&amp;&amp;&quot;free&quot;!==m.anchor&amp;&amp;(m.anchor=c(m.anchor)),m.overlaying&amp;&amp;(m.overlaying=c(m.overlaying)),m.type||(m.isdate?m.type=&quot;date&quot;:m.islog?m.type=&quot;log&quot;:!1===m.isdate&amp;&amp;!1===m.islog&amp;&amp;(m.type=&quot;linear&quot;)),&quot;withzero&quot;!==m.autorange&amp;&amp;&quot;tozero&quot;!==m.autorange||(m.autorange=!0,m.rangemode=&quot;tozero&quot;),delete m.islog,delete m.isdate,delete m.categories,y(m,&quot;domain&quot;)&amp;&amp;delete m.domain,void 0!==m.autotick&amp;&amp;(void 0===m.tickmode&amp;&amp;(m.tickmode=m.autotick?&quot;auto&quot;:&quot;linear&quot;),delete m.autotick),p(m)}else if(l&amp;&amp;l.test(v)){p(t[v].radialaxis)}else if(f&amp;&amp;f.test(v)){var b=t[v];p(b.aaxis),p(b.baxis),p(b.caxis)}else if(h&amp;&amp;h.test(v)){var x=t[v],_=x.cameraposition;if(Array.isArray(_)&amp;&amp;4===_[0].length){var w=_[0],A=_[1],M=_[2],T=i([],w),k=[];for(n=0;n&lt;3;++n)k[n]=A[n]+M*T[2+4*n];x.camera={eye:{x:k[0],y:k[1],z:k[2]},center:{x:A[0],y:A[1],z:A[2]},up:{x:0,y:0,z:1}},delete x.cameraposition}p(x.xaxis),p(x.yaxis),p(x.zaxis)}}var E=Array.isArray(t.annotations)?t.annotations.length:0;for(e=0;e&lt;E;e++){var L=t.annotations[e];o.isPlainObject(L)&amp;&amp;(L.ref&amp;&amp;(&quot;paper&quot;===L.ref?(L.xref=&quot;paper&quot;,L.yref=&quot;paper&quot;):&quot;data&quot;===L.ref&amp;&amp;(L.xref=&quot;x&quot;,L.yref=&quot;y&quot;),delete L.ref),d(L,&quot;xref&quot;),d(L,&quot;yref&quot;))}var S=Array.isArray(t.shapes)?t.shapes.length:0;for(e=0;e&lt;S;e++){var C=t.shapes[e];o.isPlainObject(C)&amp;&amp;(d(C,&quot;xref&quot;),d(C,&quot;yref&quot;))}var O=t.legend;return O&amp;&amp;(O.x&gt;3?(O.x=1.02,O.xanchor=&quot;left&quot;):O.x&lt;-2&amp;&amp;(O.x=-.02,O.xanchor=&quot;right&quot;),O.y&gt;3?(O.y=1.02,O.yanchor=&quot;bottom&quot;):O.y&lt;-2&amp;&amp;(O.y=-.02,O.yanchor=&quot;top&quot;)),p(t),&quot;rotate&quot;===t.dragmode&amp;&amp;(t.dragmode=&quot;orbit&quot;),u.clean(t),t.template&amp;&amp;t.template.layout&amp;&amp;r.cleanLayout(t.template.layout),t},r.cleanData=function(t){for(var e=0;e&lt;t.length;e++){var n,i=t[e];if(&quot;histogramy&quot;===i.type&amp;&amp;&quot;xbins&quot;in i&amp;&amp;!(&quot;ybins&quot;in i)&amp;&amp;(i.ybins=i.xbins,delete i.xbins),i.error_y&amp;&amp;&quot;opacity&quot;in i.error_y){var l=u.defaults,f=i.error_y.color||(h(i,&quot;bar&quot;)?u.defaultLine:l[e%l.length]);i.error_y.color=u.addOpacity(u.rgb(f),u.opacity(f)*i.error_y.opacity),delete i.error_y.opacity}if(&quot;bardir&quot;in i&amp;&amp;(&quot;h&quot;!==i.bardir||!h(i,&quot;bar&quot;)&amp;&amp;&quot;histogram&quot;!==i.type.substr(0,9)||(i.orientation=&quot;h&quot;,r.swapXYData(i)),delete i.bardir),&quot;histogramy&quot;===i.type&amp;&amp;r.swapXYData(i),&quot;histogramx&quot;!==i.type&amp;&amp;&quot;histogramy&quot;!==i.type||(i.type=&quot;histogram&quot;),&quot;scl&quot;in i&amp;&amp;!(&quot;colorscale&quot;in i)&amp;&amp;(i.colorscale=i.scl,delete i.scl),&quot;reversescl&quot;in i&amp;&amp;!(&quot;reversescale&quot;in i)&amp;&amp;(i.reversescale=i.reversescl,delete i.reversescl),i.xaxis&amp;&amp;(i.xaxis=c(i.xaxis,&quot;x&quot;)),i.yaxis&amp;&amp;(i.yaxis=c(i.yaxis,&quot;y&quot;)),h(i,&quot;gl3d&quot;)&amp;&amp;i.scene&amp;&amp;(i.scene=s.subplotsRegistry.gl3d.cleanId(i.scene)),!h(i,&quot;pie&quot;)&amp;&amp;!h(i,&quot;bar&quot;)&amp;&amp;&quot;waterfall&quot;!==i.type)if(Array.isArray(i.textposition))for(n=0;n&lt;i.textposition.length;n++)i.textposition[n]=m(i.textposition[n]);else i.textposition&amp;&amp;(i.textposition=m(i.textposition));var d=a.getModule(i);if(d&amp;&amp;d.colorbar){var b=d.colorbar.container,x=b?i[b]:i;x&amp;&amp;x.colorscale&amp;&amp;(&quot;YIGnBu&quot;===x.colorscale&amp;&amp;(x.colorscale=&quot;YlGnBu&quot;),&quot;YIOrRd&quot;===x.colorscale&amp;&amp;(x.colorscale=&quot;YlOrRd&quot;))}if(&quot;surface&quot;===i.type&amp;&amp;o.isPlainObject(i.contours)){var _=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(n=0;n&lt;_.length;n++){var w=i.contours[_[n]];o.isPlainObject(w)&amp;&amp;(w.highlightColor&amp;&amp;(w.highlightcolor=w.highlightColor,delete w.highlightColor),w.highlightWidth&amp;&amp;(w.highlightwidth=w.highlightWidth,delete w.highlightWidth))}}if(&quot;candlestick&quot;===i.type||&quot;ohlc&quot;===i.type){var A=!1!==(i.increasing||{}).showlegend,M=!1!==(i.decreasing||{}).showlegend,T=g(i.increasing),k=g(i.decreasing);if(!1!==T&amp;&amp;!1!==k){var E=v(T,k,A,M);E&amp;&amp;(i.name=E)}else!T&amp;&amp;!k||i.name||(i.name=T||k)}if(Array.isArray(i.transforms)){var L=i.transforms;for(n=0;n&lt;L.length;n++){var S=L[n];if(o.isPlainObject(S))switch(S.type){case&quot;filter&quot;:S.filtersrc&amp;&amp;(S.target=S.filtersrc,delete S.filtersrc),S.calendar&amp;&amp;(S.valuecalendar||(S.valuecalendar=S.calendar),delete S.calendar);break;case&quot;groupby&quot;:if(S.styles=S.styles||S.style,S.styles&amp;&amp;!Array.isArray(S.styles)){var C=S.styles,O=Object.keys(C);S.styles=[];for(var R=0;R&lt;O.length;R++)S.styles.push({target:O[R],value:C[O[R]]})}}}}y(i,&quot;line&quot;)&amp;&amp;delete i.line,&quot;marker&quot;in i&amp;&amp;(y(i.marker,&quot;line&quot;)&amp;&amp;delete i.marker.line,y(i,&quot;marker&quot;)&amp;&amp;delete i.marker),u.clean(i),i.autobinx&amp;&amp;(delete i.autobinx,delete i.xbins),i.autobiny&amp;&amp;(delete i.autobiny,delete i.ybins),p(i),i.colorbar&amp;&amp;p(i.colorbar),i.marker&amp;&amp;i.marker.colorbar&amp;&amp;p(i.marker.colorbar),i.line&amp;&amp;i.line.colorbar&amp;&amp;p(i.line.colorbar),i.aaxis&amp;&amp;p(i.aaxis),i.baxis&amp;&amp;p(i.baxis)}},r.swapXYData=function(t){var e;if(o.swapAttrs(t,[&quot;?&quot;,&quot;?0&quot;,&quot;d?&quot;,&quot;?bins&quot;,&quot;nbins?&quot;,&quot;autobin?&quot;,&quot;?src&quot;,&quot;error_?&quot;]),Array.isArray(t.z)&amp;&amp;Array.isArray(t.z[0])&amp;&amp;(t.transpose?delete t.transpose:t.transpose=!0),t.error_x&amp;&amp;t.error_y){var r=t.error_y,n=&quot;copy_ystyle&quot;in r?r.copy_ystyle:!(r.color||r.thickness||r.width);o.swapAttrs(t,[&quot;error_?.copy_ystyle&quot;]),n&amp;&amp;o.swapAttrs(t,[&quot;error_?.color&quot;,&quot;error_?.thickness&quot;,&quot;error_?.width&quot;])}if(&quot;string&quot;==typeof t.hoverinfo){var i=t.hoverinfo.split(&quot;+&quot;);for(e=0;e&lt;i.length;e++)&quot;x&quot;===i[e]?i[e]=&quot;y&quot;:&quot;y&quot;===i[e]&amp;&amp;(i[e]=&quot;x&quot;);t.hoverinfo=i.join(&quot;+&quot;)}},r.coerceTraceIndices=function(t,e){if(n(e))return[e];if(!Array.isArray(e)||!e.length)return t.data.map(function(t,e){return e});if(Array.isArray(e)){for(var r=[],i=0;i&lt;e.length;i++)o.isIndex(e[i],t.data.length)?r.push(e[i]):o.warn(&quot;trace index (&quot;,e[i],&quot;) is not a number or is out of bounds&quot;);return r}return e},r.manageArrayContainers=function(t,e,r){var i=t.obj,a=t.parts,s=a.length,l=a[s-1],u=n(l);if(u&amp;&amp;null===e){var c=a.slice(0,s-1).join(&quot;.&quot;);o.nestedProperty(i,c).get().splice(l,1)}else u&amp;&amp;void 0===t.get()?(void 0===t.get()&amp;&amp;(r[t.astr]=null),t.set(e)):t.set(e)};var b=/(\\.[^\\[\\]\\.]+|\\[[^\\[\\]\\.]+\\])$/;function x(t){var e=t.search(b);if(e&gt;0)return t.substr(0,e)}r.hasParent=function(t,e){for(var r=x(e);r;){if(r in t)return!0;r=x(r)}return!1};var _=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];r.clearAxisTypes=function(t,e,r){for(var n=0;n&lt;e.length;n++)for(var i=t._fullData[n],a=0;a&lt;3;a++){var s=f(t,i,_[a]);if(s&amp;&amp;&quot;log&quot;!==s.type){var l=s._name,u=s._id.substr(1);if(&quot;scene&quot;===u.substr(0,5)){if(void 0!==r[u])continue;l=u+&quot;.&quot;+l}var c=l+&quot;.type&quot;;void 0===r[l]&amp;&amp;void 0===r[c]&amp;&amp;o.nestedProperty(t.layout,c).set(null)}}}},{&quot;../components/color&quot;:376,&quot;../lib&quot;:495,&quot;../plots/cartesian/axis_ids&quot;:544,&quot;../plots/plots&quot;:584,&quot;../registry&quot;:592,&quot;fast-isnumeric&quot;:90,&quot;gl-mat4/fromQuat&quot;:121}],526:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./plot_api&quot;);r.plot=n.plot,r.newPlot=n.newPlot,r.restyle=n.restyle,r.relayout=n.relayout,r.redraw=n.redraw,r.update=n.update,r._guiRestyle=n._guiRestyle,r._guiRelayout=n._guiRelayout,r._guiUpdate=n._guiUpdate,r._storeDirectGUIEdit=n._storeDirectGUIEdit,r.react=n.react,r.extendTraces=n.extendTraces,r.prependTraces=n.prependTraces,r.addTraces=n.addTraces,r.deleteTraces=n.deleteTraces,r.moveTraces=n.moveTraces,r.purge=n.purge,r.addFrames=n.addFrames,r.deleteFrames=n.deleteFrames,r.animate=n.animate,r.setPlotConfig=n.setPlotConfig,r.toImage=t(&quot;./to_image&quot;),r.validate=t(&quot;./validate&quot;),r.downloadImage=t(&quot;../snapshot/download&quot;);var i=t(&quot;./template_api&quot;);r.makeTemplate=i.makeTemplate,r.validateTemplate=i.validateTemplate},{&quot;../snapshot/download&quot;:594,&quot;./plot_api&quot;:528,&quot;./template_api&quot;:533,&quot;./to_image&quot;:534,&quot;./validate&quot;:535}],527:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib/is_plain_object&quot;),i=t(&quot;../lib/noop&quot;),a=t(&quot;../lib/loggers&quot;),o=t(&quot;../lib/search&quot;).sorterAsc,s=t(&quot;../registry&quot;);r.containerArrayMatch=t(&quot;./container_array_match&quot;);var l=r.isAddVal=function(t){return&quot;add&quot;===t||n(t)},u=r.isRemoveVal=function(t){return null===t||&quot;remove&quot;===t};r.applyContainerArrayChanges=function(t,e,r,n,c){var f=e.astr,h=s.getComponentMethod(f,&quot;supplyLayoutDefaults&quot;),d=s.getComponentMethod(f,&quot;draw&quot;),p=s.getComponentMethod(f,&quot;drawOne&quot;),g=n.replot||n.recalc||h===i||d===i,v=t.layout,m=t._fullLayout;if(r[&quot;&quot;]){Object.keys(r).length&gt;1&amp;&amp;a.warn(&quot;Full array edits are incompatible with other edits&quot;,f);var y=r[&quot;&quot;][&quot;&quot;];if(u(y))e.set(null);else{if(!Array.isArray(y))return a.warn(&quot;Unrecognized full array edit value&quot;,f,y),!0;e.set(y)}return!g&amp;&amp;(h(v,m),d(t),!0)}var b,x,_,w,A,M,T,k,E=Object.keys(r).map(Number).sort(o),L=e.get(),S=L||[],C=c(m,f).get(),O=[],R=-1,P=S.length;for(b=0;b&lt;E.length;b++)if(w=r[_=E[b]],A=Object.keys(w),M=w[&quot;&quot;],T=l(M),_&lt;0||_&gt;S.length-(T?0:1))a.warn(&quot;index out of range&quot;,f,_);else if(void 0!==M)A.length&gt;1&amp;&amp;a.warn(&quot;Insertion &amp; removal are incompatible with edits to the same index.&quot;,f,_),u(M)?O.push(_):T?(&quot;add&quot;===M&amp;&amp;(M={}),S.splice(_,0,M),C&amp;&amp;C.splice(_,0,{})):a.warn(&quot;Unrecognized full object edit value&quot;,f,_,M),-1===R&amp;&amp;(R=_);else for(x=0;x&lt;A.length;x++)k=f+&quot;[&quot;+_+&quot;].&quot;,c(S[_],A[x],k).set(w[A[x]]);for(b=O.length-1;b&gt;=0;b--)S.splice(O[b],1),C&amp;&amp;C.splice(O[b],1);if(S.length?L||e.set(S):e.set(null),g)return!1;if(h(v,m),p!==i){var z;if(-1===R)z=E;else{for(P=Math.max(S.length,P),z=[],b=0;b&lt;E.length&amp;&amp;!((_=E[b])&gt;=R);b++)z.push(_);for(b=R;b&lt;P;b++)z.push(b)}for(b=0;b&lt;z.length;b++)p(t,z[b])}else d(t);return!0}},{&quot;../lib/is_plain_object&quot;:496,&quot;../lib/loggers&quot;:499,&quot;../lib/noop&quot;:504,&quot;../lib/search&quot;:513,&quot;../registry&quot;:592,&quot;./container_array_match&quot;:523}],528:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;has-hover&quot;),o=t(&quot;../lib&quot;),s=o.nestedProperty,l=t(&quot;../lib/events&quot;),u=t(&quot;../lib/queue&quot;),c=t(&quot;../registry&quot;),f=t(&quot;./plot_schema&quot;),h=t(&quot;../plots/plots&quot;),d=t(&quot;../plots/polar/legacy&quot;),p=t(&quot;../plots/cartesian/axes&quot;),g=t(&quot;../components/drawing&quot;),v=t(&quot;../components/color&quot;),m=t(&quot;../components/colorbar/connect&quot;),y=t(&quot;../plots/cartesian/graph_interact&quot;).initInteractions,b=t(&quot;../constants/xmlns_namespaces&quot;),x=t(&quot;../lib/svg_text_utils&quot;),_=t(&quot;../plots/cartesian/select&quot;).clearSelect,w=t(&quot;./plot_config&quot;).dfltConfig,A=t(&quot;./manage_arrays&quot;),M=t(&quot;./helpers&quot;),T=t(&quot;./subroutines&quot;),k=t(&quot;./edit_types&quot;),E=t(&quot;../plots/cartesian/constants&quot;).AX_NAME_PATTERN,L=0;function S(t){var e=t._fullLayout;e._redrawFromAutoMarginCount?e._redrawFromAutoMarginCount--:t.emit(&quot;plotly_afterplot&quot;)}function C(t,e){try{t._fullLayout._paper.style(&quot;background&quot;,e)}catch(t){o.error(t)}}function O(t,e){C(t,v.combine(e,&quot;white&quot;))}function R(t,e){if(!t._context){t._context=o.extendDeep({},w);var r=n.select(&quot;base&quot;);t._context._baseUrl=r.size()&amp;&amp;r.attr(&quot;href&quot;)?window.location.href.split(&quot;#&quot;)[0]:&quot;&quot;}var i,s,l,u=t._context;if(e){for(s=Object.keys(e),i=0;i&lt;s.length;i++)&quot;editable&quot;!==(l=s[i])&amp;&amp;&quot;edits&quot;!==l&amp;&amp;l in u&amp;&amp;(&quot;setBackground&quot;===l&amp;&amp;&quot;opaque&quot;===e[l]?u[l]=O:u[l]=e[l]);e.plot3dPixelRatio&amp;&amp;!u.plotGlPixelRatio&amp;&amp;(u.plotGlPixelRatio=u.plot3dPixelRatio);var c=e.editable;if(void 0!==c)for(u.editable=c,s=Object.keys(u.edits),i=0;i&lt;s.length;i++)u.edits[s[i]]=c;if(e.edits)for(s=Object.keys(e.edits),i=0;i&lt;s.length;i++)(l=s[i])in u.edits&amp;&amp;(u.edits[l]=e.edits[l]);u._exportedPlot=e._exportedPlot}u.staticPlot&amp;&amp;(u.editable=!1,u.edits={},u.autosizable=!1,u.scrollZoom=!1,u.doubleClick=!1,u.showTips=!1,u.showLink=!1,u.displayModeBar=!1),&quot;hover&quot;!==u.displayModeBar||a||(u.displayModeBar=!0),&quot;transparent&quot;!==u.setBackground&amp;&amp;&quot;function&quot;==typeof u.setBackground||(u.setBackground=C),u._hasZeroHeight=u._hasZeroHeight||0===t.clientHeight,u._hasZeroWidth=u._hasZeroWidth||0===t.clientWidth;var f=u.scrollZoom,h=u._scrollZoom={};if(!0===f)h.cartesian=1,h.gl3d=1,h.geo=1,h.mapbox=1;else if(&quot;string&quot;==typeof f){var d=f.split(&quot;+&quot;);for(i=0;i&lt;d.length;i++)h[d[i]]=1}else!1!==f&amp;&amp;(h.gl3d=1,h.geo=1,h.mapbox=1)}function P(t,e){var r,n,i=e+1,a=[];for(r=0;r&lt;t.length;r++)(n=t[r])&lt;0?a.push(i+n):a.push(n);return a}function z(t,e,r){var n,i;for(n=0;n&lt;e.length;n++){if((i=e[n])!==parseInt(i,10))throw new Error(&quot;all values in &quot;+r+&quot; must be integers&quot;);if(i&gt;=t.data.length||i&lt;-t.data.length)throw new Error(r+&quot; must be valid indices for gd.data.&quot;);if(e.indexOf(i,n+1)&gt;-1||i&gt;=0&amp;&amp;e.indexOf(-t.data.length+i)&gt;-1||i&lt;0&amp;&amp;e.indexOf(t.data.length+i)&gt;-1)throw new Error(&quot;each index in &quot;+r+&quot; must be unique.&quot;)}}function I(t,e,r){if(!Array.isArray(t.data))throw new Error(&quot;gd.data must be an array.&quot;);if(&quot;undefined&quot;==typeof e)throw new Error(&quot;currentIndices is a required argument.&quot;);if(Array.isArray(e)||(e=[e]),z(t,e,&quot;currentIndices&quot;),&quot;undefined&quot;==typeof r||Array.isArray(r)||(r=[r]),&quot;undefined&quot;!=typeof r&amp;&amp;z(t,r,&quot;newIndices&quot;),&quot;undefined&quot;!=typeof r&amp;&amp;e.length!==r.length)throw new Error(&quot;current and new indices must be of equal length.&quot;)}function N(t,e,r,n,a){!function(t,e,r,n){var i=o.isPlainObject(n);if(!Array.isArray(t.data))throw new Error(&quot;gd.data must be an array&quot;);if(!o.isPlainObject(e))throw new Error(&quot;update must be a key:value object&quot;);if(&quot;undefined&quot;==typeof r)throw new Error(&quot;indices must be an integer or array of integers&quot;);for(var a in z(t,r,&quot;indices&quot;),e){if(!Array.isArray(e[a])||e[a].length!==r.length)throw new Error(&quot;attribute &quot;+a+&quot; must be an array of length equal to indices array length&quot;);if(i&amp;&amp;(!(a in n)||!Array.isArray(n[a])||n[a].length!==e[a].length))throw new Error(&quot;when maxPoints is set as a key:value object it must contain a 1:1 corrispondence with the keys and number of traces in the update object&quot;)}}(t,e,r,n);for(var l=function(t,e,r,n){var a,l,u,c,f,h=o.isPlainObject(n),d=[];for(var p in Array.isArray(r)||(r=[r]),r=P(r,t.data.length-1),e)for(var g=0;g&lt;r.length;g++){if(a=t.data[r[g]],l=(u=s(a,p)).get(),c=e[p][g],!o.isArrayOrTypedArray(c))throw new Error(&quot;attribute: &quot;+p+&quot; index: &quot;+g+&quot; must be an array&quot;);if(!o.isArrayOrTypedArray(l))throw new Error(&quot;cannot extend missing or non-array attribute: &quot;+p);if(l.constructor!==c.constructor)throw new Error(&quot;cannot extend array with an array of a different type: &quot;+p);f=h?n[p][g]:n,i(f)||(f=-1),d.push({prop:u,target:l,insert:c,maxp:Math.floor(f)})}return d}(t,e,r,n),u={},c={},f=0;f&lt;l.length;f++){var h=l[f].prop,d=l[f].maxp,p=a(l[f].target,l[f].insert,d);h.set(p[0]),Array.isArray(u[h.astr])||(u[h.astr]=[]),u[h.astr].push(p[1]),Array.isArray(c[h.astr])||(c[h.astr]=[]),c[h.astr].push(l[f].target.length)}return{update:u,maxPoints:c}}function D(t,e){var r=new t.constructor(t.length+e.length);return r.set(t),r.set(e,t.length),r}function F(t,e,n,i){t=o.getGraphDiv(t),M.clearPromiseQueue(t);var a={};if(&quot;string&quot;==typeof e)a[e]=n;else{if(!o.isPlainObject(e))return o.warn(&quot;Restyle fail.&quot;,e,n,i),Promise.reject();a=o.extendFlat({},e),void 0===i&amp;&amp;(i=n)}Object.keys(a).length&amp;&amp;(t.changed=!0);var s=M.coerceTraceIndices(t,i),l=V(t,a,s),c=l.flags;c.calc&amp;&amp;(t.calcdata=void 0),c.clearAxisTypes&amp;&amp;M.clearAxisTypes(t,s,{});var f=[];c.fullReplot?f.push(r.plot):(f.push(h.previousPromises),h.supplyDefaults(t),c.markerSize&amp;&amp;(h.doCalcdata(t),X(f)),c.style&amp;&amp;f.push(T.doTraceStyle),c.colorbars&amp;&amp;f.push(T.doColorBars),f.push(S)),f.push(h.rehover),u.add(t,F,[t,l.undoit,l.traces],F,[t,l.redoit,l.traces]);var d=o.syncOrAsync(f,t);return d&amp;&amp;d.then||(d=Promise.resolve()),d.then(function(){return t.emit(&quot;plotly_restyle&quot;,l.eventData),t})}function j(t){return void 0===t?null:t}function B(t,e){return e?function(e,r,n){var i=s(e,r),a=i.set;return i.set=function(e){U((n||&quot;&quot;)+r,i.get(),e,t),a(e)},i}:s}function U(t,e,r,n){if(Array.isArray(e)||Array.isArray(r))for(var i=Array.isArray(e)?e:[],a=Array.isArray(r)?r:[],s=Math.max(i.length,a.length),l=0;l&lt;s;l++)U(t+&quot;[&quot;+l+&quot;]&quot;,i[l],a[l],n);else if(o.isPlainObject(e)||o.isPlainObject(r)){var u=o.isPlainObject(e)?e:{},c=o.isPlainObject(r)?r:{},f=o.extendFlat({},u,c);for(var h in f)U(t+&quot;.&quot;+h,u[h],c[h],n)}else void 0===n[t]&amp;&amp;(n[t]=j(e))}function V(t,e,r){var n,i=t._fullLayout,a=t._fullData,l=t.data,u=i._guiEditing,d=B(i._preGUI,u),g=o.extendDeepAll({},e);H(e);var v,m=k.traceFlags(),y={},b={};function x(){return r.map(function(){})}function _(t){var e=p.id2name(t);-1===v.indexOf(e)&amp;&amp;v.push(e)}function w(t){return&quot;LAYOUT&quot;+t+&quot;.autorange&quot;}function A(t){return&quot;LAYOUT&quot;+t+&quot;.range&quot;}function T(t){for(var e=t;e&lt;a.length;e++)if(a[e]._input===l[t])return a[e]}function E(n,a,o){if(Array.isArray(n))n.forEach(function(t){E(t,a,o)});else if(!(n in e||M.hasParent(e,n))){var s;if(&quot;LAYOUT&quot;===n.substr(0,6))s=d(t.layout,n.replace(&quot;LAYOUT&quot;,&quot;&quot;));else{var c=r[o];s=B(i._tracePreGUI[T(c)._fullInput.uid],u)(l[c],n)}n in b||(b[n]=x()),void 0===b[n][o]&amp;&amp;(b[n][o]=j(s.get())),void 0!==a&amp;&amp;s.set(a)}}function L(t){return function(e){return a[e][t]}}function S(t){return function(e,n){return!1===e?a[r[n]][t]:null}}for(var C in e){if(M.hasParent(e,C))throw new Error(&quot;cannot set &quot;+C+&quot; and a parent attribute simultaneously&quot;);var O,R,P,z,I,N,D=e[C];if(&quot;autobinx&quot;!==C&amp;&amp;&quot;autobiny&quot;!==C||(C=C.charAt(C.length-1)+&quot;bins&quot;,D=Array.isArray(D)?D.map(S(C)):!1===D?r.map(L(C)):null),y[C]=D,&quot;LAYOUT&quot;!==C.substr(0,6)){for(b[C]=x(),n=0;n&lt;r.length;n++){if(O=l[r[n]],R=T(r[n]),z=(P=B(i._tracePreGUI[R._fullInput.uid],u)(O,C)).get(),void 0!==(I=Array.isArray(D)?D[n%D.length]:D)){var F=P.parts[P.parts.length-1],U=C.substr(0,C.length-F.length-1),V=U?U+&quot;.&quot;:&quot;&quot;,q=U?s(R,U).get():R;if((N=f.getTraceValObject(R,P.parts))&amp;&amp;N.impliedEdits&amp;&amp;null!==I)for(var G in N.impliedEdits)E(o.relativeAttr(C,G),N.impliedEdits[G],n);else if(&quot;thicknessmode&quot;!==F&amp;&amp;&quot;lenmode&quot;!==F||z===I||&quot;fraction&quot;!==I&amp;&amp;&quot;pixels&quot;!==I||!q){if(&quot;type&quot;===C&amp;&amp;&quot;pie&quot;===I!=(&quot;pie&quot;===z)){var X=&quot;x&quot;,W=&quot;y&quot;;&quot;bar&quot;!==I&amp;&amp;&quot;bar&quot;!==z||&quot;h&quot;!==O.orientation||(X=&quot;y&quot;,W=&quot;x&quot;),o.swapAttrs(O,[&quot;?&quot;,&quot;?src&quot;],&quot;labels&quot;,X),o.swapAttrs(O,[&quot;d?&quot;,&quot;?0&quot;],&quot;label&quot;,X),o.swapAttrs(O,[&quot;?&quot;,&quot;?src&quot;],&quot;values&quot;,W),&quot;pie&quot;===z?(s(O,&quot;marker.color&quot;).set(s(O,&quot;marker.colors&quot;).get()),i._pielayer.selectAll(&quot;g.trace&quot;).remove()):c.traceIs(O,&quot;cartesian&quot;)&amp;&amp;s(O,&quot;marker.colors&quot;).set(s(O,&quot;marker.color&quot;).get())}}else{var Y=i._size,Z=q.orient,Q=&quot;top&quot;===Z||&quot;bottom&quot;===Z;if(&quot;thicknessmode&quot;===F){var $=Q?Y.h:Y.w;E(V+&quot;thickness&quot;,q.thickness*(&quot;fraction&quot;===I?1/$:$),n)}else{var J=Q?Y.w:Y.h;E(V+&quot;len&quot;,q.len*(&quot;fraction&quot;===I?1/J:J),n)}}b[C][n]=j(z);if(-1!==[&quot;swapxy&quot;,&quot;swapxyaxes&quot;,&quot;orientation&quot;,&quot;orientationaxes&quot;].indexOf(C)){if(&quot;orientation&quot;===C){P.set(I);var K=O.x&amp;&amp;!O.y?&quot;h&quot;:&quot;v&quot;;if((P.get()||K)===R.orientation)continue}else&quot;orientationaxes&quot;===C&amp;&amp;(O.orientation={v:&quot;h&quot;,h:&quot;v&quot;}[R.orientation]);M.swapXYData(O),m.calc=m.clearAxisTypes=!0}else-1!==h.dataArrayContainers.indexOf(P.parts[0])?(M.manageArrayContainers(P,I,b),m.calc=!0):(N?N.arrayOk&amp;&amp;!c.traceIs(R,&quot;regl&quot;)&amp;&amp;(o.isArrayOrTypedArray(I)||o.isArrayOrTypedArray(z))?m.calc=!0:k.update(m,N):m.calc=!0,P.set(I))}}if(-1!==[&quot;swapxyaxes&quot;,&quot;orientationaxes&quot;].indexOf(C)&amp;&amp;p.swap(t,r),&quot;orientationaxes&quot;===C){var tt=s(t.layout,&quot;hovermode&quot;);&quot;x&quot;===tt.get()?tt.set(&quot;y&quot;):&quot;y&quot;===tt.get()&amp;&amp;tt.set(&quot;x&quot;)}if(-1!==[&quot;orientation&quot;,&quot;type&quot;].indexOf(C)){for(v=[],n=0;n&lt;r.length;n++){var et=l[r[n]];c.traceIs(et,&quot;cartesian&quot;)&amp;&amp;(_(et.xaxis||&quot;x&quot;),_(et.yaxis||&quot;y&quot;))}E(v.map(w),!0,0),E(v.map(A),[0,1],0)}}else P=d(t.layout,C.replace(&quot;LAYOUT&quot;,&quot;&quot;)),b[C]=[j(P.get())],P.set(Array.isArray(D)?D[0]:D),m.calc=!0}return(m.calc||m.plot)&amp;&amp;(m.fullReplot=!0),{flags:m,undoit:b,redoit:y,traces:r,eventData:o.extendDeepNoArrays([],[g,r])}}function H(t){var e,r,n,i=o.counterRegex(&quot;axis&quot;,&quot;.title&quot;,!1,!1),a=/colorbar\\.title$/,s=Object.keys(t);for(e=0;e&lt;s.length;e++)r=s[e],n=t[r],&quot;title&quot;!==r&amp;&amp;!i.test(r)&amp;&amp;!a.test(r)||&quot;string&quot;!=typeof n&amp;&amp;&quot;number&quot;!=typeof n?r.indexOf(&quot;titlefont&quot;)&gt;-1?l(r,r.replace(&quot;titlefont&quot;,&quot;title.font&quot;)):r.indexOf(&quot;titleposition&quot;)&gt;-1?l(r,r.replace(&quot;titleposition&quot;,&quot;title.position&quot;)):r.indexOf(&quot;titleside&quot;)&gt;-1?l(r,r.replace(&quot;titleside&quot;,&quot;title.side&quot;)):r.indexOf(&quot;titleoffset&quot;)&gt;-1&amp;&amp;l(r,r.replace(&quot;titleoffset&quot;,&quot;title.offset&quot;)):l(r,r.replace(&quot;title&quot;,&quot;title.text&quot;));function l(e,r){t[r]=t[e],delete t[e]}}function q(t,e,r){if(t=o.getGraphDiv(t),M.clearPromiseQueue(t),t.framework&amp;&amp;t.framework.isPolar)return Promise.resolve(t);var n={};if(&quot;string&quot;==typeof e)n[e]=r;else{if(!o.isPlainObject(e))return o.warn(&quot;Relayout fail.&quot;,e,r),Promise.reject();n=o.extendFlat({},e)}Object.keys(n).length&amp;&amp;(t.changed=!0);var i=Q(t,n),a=i.flags;a.calc&amp;&amp;(t.calcdata=void 0);var s=[h.previousPromises];a.layoutReplot?s.push(T.layoutReplot):Object.keys(n).length&amp;&amp;(G(t,a,i)||h.supplyDefaults(t),a.legend&amp;&amp;s.push(T.doLegend),a.layoutstyle&amp;&amp;s.push(T.layoutStyles),a.axrange&amp;&amp;X(s,i.rangesAltered),a.ticks&amp;&amp;s.push(T.doTicksRelayout),a.modebar&amp;&amp;s.push(T.doModeBar),a.camera&amp;&amp;s.push(T.doCamera),s.push(S)),s.push(h.rehover),u.add(t,q,[t,i.undoit],q,[t,i.redoit]);var l=o.syncOrAsync(s,t);return l&amp;&amp;l.then||(l=Promise.resolve(t)),l.then(function(){return t.emit(&quot;plotly_relayout&quot;,i.eventData),t})}function G(t,e,r){var n=t._fullLayout;if(!e.axrange)return!1;for(var i in e)if(&quot;axrange&quot;!==i&amp;&amp;e[i])return!1;for(var a in r.rangesAltered){var o=p.id2name(a),s=t.layout[o],l=n[o];if(l.autorange=s.autorange,l.range=s.range.slice(),l.cleanRange(),l._matchGroup)for(var u in l._matchGroup)if(u!==a){var c=n[p.id2name(u)];c.autorange=l.autorange,c.range=l.range.slice(),c._input.range=l.range.slice()}}return!0}function X(t,e){var r=e?function(t){var r=[],n=!0;for(var i in e){var a=p.getFromId(t,i);if(r.push(i),a._matchGroup)for(var o in a._matchGroup)e[o]||r.push(o);a.automargin&amp;&amp;(n=!1)}return p.draw(t,r,{skipTitle:n})}:function(t){return p.draw(t,&quot;redraw&quot;)};t.push(function(t){var e=t._fullLayout._zoomlayer;e&amp;&amp;_(e)},T.doAutoRangeAndConstraints,r,T.drawData,T.finalDraw)}r.plot=function(t,e,i,a){var s;if(t=o.getGraphDiv(t),l.init(t),o.isPlainObject(e)){var u=e;e=u.data,i=u.layout,a=u.config,s=u.frames}if(!1===l.triggerHandler(t,&quot;plotly_beforeplot&quot;,[e,i,a]))return Promise.reject();e||i||o.isPlotDiv(t)||o.warn(&quot;Calling Plotly.plot as if redrawing but this container doesn&#x27;t yet have a plot.&quot;,t),R(t,a),i||(i={}),n.select(t).classed(&quot;js-plotly-plot&quot;,!0),g.makeTester(),Array.isArray(t._promises)||(t._promises=[]);var f=0===(t.data||[]).length&amp;&amp;Array.isArray(e);if(Array.isArray(e)&amp;&amp;(M.cleanData(e),f?t.data=e:t.data.push.apply(t.data,e),t.empty=!1),t.layout&amp;&amp;!f||(t.layout=M.cleanLayout(i)),t._dragging&amp;&amp;!t._transitioning)return t._replotPending=!0,Promise.reject();t._replotPending=!1,h.supplyDefaults(t);var v=t._fullLayout,b=v._has(&quot;cartesian&quot;);if(!v._has(&quot;polar&quot;)&amp;&amp;e&amp;&amp;e[0]&amp;&amp;e[0].r)return o.log(&quot;Legacy polar charts are deprecated!&quot;),function(t,e,r){var i=n.select(t).selectAll(&quot;.plot-container&quot;).data([0]);i.enter().insert(&quot;div&quot;,&quot;:first-child&quot;).classed(&quot;plot-container plotly&quot;,!0);var a=i.selectAll(&quot;.svg-container&quot;).data([0]);a.enter().append(&quot;div&quot;).classed(&quot;svg-container&quot;,!0).style(&quot;position&quot;,&quot;relative&quot;),a.html(&quot;&quot;),e&amp;&amp;(t.data=e);r&amp;&amp;(t.layout=r);d.manager.fillLayout(t),a.style({width:t._fullLayout.width+&quot;px&quot;,height:t._fullLayout.height+&quot;px&quot;}),t.framework=d.manager.framework(t),t.framework({data:t.data,layout:t.layout},a.node()),t.framework.setUndoPoint();var s=t.framework.svg(),l=1,u=t._fullLayout.title?t._fullLayout.title.text:&quot;&quot;;&quot;&quot;!==u&amp;&amp;u||(l=0);var c=function(){this.call(x.convertToTspans,t)},f=s.select(&quot;.title-group text&quot;).call(c);if(t._context.edits.titleText){var p=o._(t,&quot;Click to enter Plot title&quot;);u&amp;&amp;u!==p||(l=.2,f.attr({&quot;data-unformatted&quot;:p}).text(p).style({opacity:l}).on(&quot;mouseover.opacity&quot;,function(){n.select(this).transition().duration(100).style(&quot;opacity&quot;,1)}).on(&quot;mouseout.opacity&quot;,function(){n.select(this).transition().duration(1e3).style(&quot;opacity&quot;,0)}));var g=function(){this.call(x.makeEditable,{gd:t}).on(&quot;edit&quot;,function(e){t.framework({layout:{title:{text:e}}}),this.text(e).call(c),this.call(g)}).on(&quot;cancel&quot;,function(){var t=this.attr(&quot;data-unformatted&quot;);this.text(t).call(c)})};f.call(g)}return t._context.setBackground(t,t._fullLayout.paper_bgcolor),h.addLinks(t),Promise.resolve()}(t,e,i);v._replotting=!0,f&amp;&amp;lt(t),t.framework!==lt&amp;&amp;(t.framework=lt,lt(t)),g.initGradients(t),f&amp;&amp;p.saveShowSpikeInitial(t);var _=!t.calcdata||t.calcdata.length!==(t._fullData||[]).length;_&amp;&amp;h.doCalcdata(t);for(var w=0;w&lt;t.calcdata.length;w++)t.calcdata[w][0].trace=t._fullData[w];t._context.responsive?t._responsiveChartHandler||(t._responsiveChartHandler=function(){h.resize(t)},window.addEventListener(&quot;resize&quot;,t._responsiveChartHandler)):o.clearResponsive(t);var A=JSON.stringify(v._size),k=0;function E(){var e,r,n,i=t.calcdata;for(h.clearAutoMarginIds(t),T.drawMarginPushers(t),p.allowAutoMargin(t),e=0;e&lt;i.length;e++){var a=(n=(r=i[e])[0].trace)._module.colorbar;!0===n.visible&amp;&amp;a?m(t,r,a):h.autoMargin(t,&quot;cb&quot;+n.uid)}return h.doAutoMargin(t),h.previousPromises(t)}function L(){t._transitioning||(T.doAutoRangeAndConstraints(t),f&amp;&amp;p.saveRangeInitial(t),c.getComponentMethod(&quot;rangeslider&quot;,&quot;calcAutorange&quot;)(t))}var C=[h.previousPromises,function(){if(s)return r.addFrames(t,s)},function e(){for(var r=v._basePlotModules,n=0;n&lt;r.length;n++)r[n].drawFramework&amp;&amp;r[n].drawFramework(t);if(!v._glcanvas&amp;&amp;v._has(&quot;gl&quot;)&amp;&amp;(v._glcanvas=v._glcontainer.selectAll(&quot;.gl-canvas&quot;).data([{key:&quot;contextLayer&quot;,context:!0,pick:!1},{key:&quot;focusLayer&quot;,context:!1,pick:!1},{key:&quot;pickLayer&quot;,context:!1,pick:!0}],function(t){return t.key}),v._glcanvas.enter().append(&quot;canvas&quot;).attr(&quot;class&quot;,function(t){return&quot;gl-canvas gl-canvas-&quot;+t.key.replace(&quot;Layer&quot;,&quot;&quot;)}).style({position:&quot;absolute&quot;,top:0,left:0,overflow:&quot;visible&quot;,&quot;pointer-events&quot;:&quot;none&quot;})),v._glcanvas){v._glcanvas.attr(&quot;width&quot;,v.width).attr(&quot;height&quot;,v.height);var i=v._glcanvas.data()[0].regl;if(i&amp;&amp;(Math.floor(v.width)!==i._gl.drawingBufferWidth||Math.floor(v.height)!==i._gl.drawingBufferHeight)){var a=&quot;WebGL context buffer and canvas dimensions do not match due to browser/WebGL bug.&quot;;if(!k)return o.log(a+&quot; Clearing graph and plotting again.&quot;),h.cleanPlot([],{},t._fullData,v),h.supplyDefaults(t),v=t._fullLayout,h.doCalcdata(t),k++,e();o.error(a)}}return&quot;h&quot;===v.modebar.orientation?v._modebardiv.style(&quot;height&quot;,null).style(&quot;width&quot;,&quot;100%&quot;):v._modebardiv.style(&quot;width&quot;,null).style(&quot;height&quot;,v.height+&quot;px&quot;),h.previousPromises(t)},E,function(){if(JSON.stringify(v._size)!==A)return o.syncOrAsync([E,T.layoutStyles],t)}];b&amp;&amp;C.push(function(){if(_)return o.syncOrAsync([c.getComponentMethod(&quot;shapes&quot;,&quot;calcAutorange&quot;),c.getComponentMethod(&quot;annotations&quot;,&quot;calcAutorange&quot;),L],t);L()}),C.push(T.layoutStyles),b&amp;&amp;C.push(function(){return p.draw(t,f?&quot;&quot;:&quot;redraw&quot;)}),C.push(T.drawData,T.finalDraw,y,h.addLinks,h.rehover,h.doAutoMargin,h.previousPromises);var O=o.syncOrAsync(C,t);return O&amp;&amp;O.then||(O=Promise.resolve()),O.then(function(){return S(t),t})},r.setPlotConfig=function(t){return o.extendFlat(w,t)},r.redraw=function(t){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t);return M.cleanData(t.data),M.cleanLayout(t.layout),t.calcdata=void 0,r.plot(t).then(function(){return t.emit(&quot;plotly_redraw&quot;),t})},r.newPlot=function(t,e,n,i){return t=o.getGraphDiv(t),h.cleanPlot([],{},t._fullData||[],t._fullLayout||{}),h.purge(t),r.plot(t,e,n,i)},r.extendTraces=function t(e,n,i,a){var s=N(e=o.getGraphDiv(e),n,i,a,function(t,e,r){var n,i;if(o.isTypedArray(t))if(r&lt;0){var a=new t.constructor(0),s=D(t,e);r&lt;0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r&lt;e.length){var l=e.length-r;n.set(e.subarray(l)),i.set(t),i.set(e.subarray(0,l),t.length)}else{var u=r-e.length,c=t.length-u;n.set(t.subarray(c)),n.set(e,u),i.set(t.subarray(0,c))}else n=t.concat(e),i=r&gt;=0&amp;&amp;r&lt;n.length?n.splice(0,n.length-r):[];return[n,i]}),l=r.redraw(e),c=[e,s.update,i,s.maxPoints];return u.add(e,r.prependTraces,c,t,arguments),l},r.prependTraces=function t(e,n,i,a){var s=N(e=o.getGraphDiv(e),n,i,a,function(t,e,r){var n,i;if(o.isTypedArray(t))if(r&lt;=0){var a=new t.constructor(0),s=D(e,t);r&lt;0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r&lt;e.length){var l=e.length-r;n.set(e.subarray(0,l)),i.set(e.subarray(l)),i.set(t,l)}else{var u=r-e.length;n.set(e),n.set(t.subarray(0,u),e.length),i.set(t.subarray(u))}else n=e.concat(t),i=r&gt;=0&amp;&amp;r&lt;n.length?n.splice(r,n.length):[];return[n,i]}),l=r.redraw(e),c=[e,s.update,i,s.maxPoints];return u.add(e,r.extendTraces,c,t,arguments),l},r.addTraces=function t(e,n,i){e=o.getGraphDiv(e);var a,s,l=[],c=r.deleteTraces,f=t,h=[e,l],d=[e,n];for(function(t,e,r){var n,i;if(!Array.isArray(t.data))throw new Error(&quot;gd.data must be an array.&quot;);if(&quot;undefined&quot;==typeof e)throw new Error(&quot;traces must be defined.&quot;);for(Array.isArray(e)||(e=[e]),n=0;n&lt;e.length;n++)if(&quot;object&quot;!=typeof(i=e[n])||Array.isArray(i)||null===i)throw new Error(&quot;all values in traces array must be non-array objects&quot;);if(&quot;undefined&quot;==typeof r||Array.isArray(r)||(r=[r]),&quot;undefined&quot;!=typeof r&amp;&amp;r.length!==e.length)throw new Error(&quot;if indices is specified, traces.length must equal indices.length&quot;)}(e,n,i),Array.isArray(n)||(n=[n]),n=n.map(function(t){return o.extendFlat({},t)}),M.cleanData(n),a=0;a&lt;n.length;a++)e.data.push(n[a]);for(a=0;a&lt;n.length;a++)l.push(-n.length+a);if(&quot;undefined&quot;==typeof i)return s=r.redraw(e),u.add(e,c,h,f,d),s;Array.isArray(i)||(i=[i]);try{I(e,l,i)}catch(t){throw e.data.splice(e.data.length-n.length,n.length),t}return u.startSequence(e),u.add(e,c,h,f,d),s=r.moveTraces(e,l,i),u.stopSequence(e),s},r.deleteTraces=function t(e,n){e=o.getGraphDiv(e);var i,a,s=[],l=r.addTraces,c=t,f=[e,s,n],h=[e,n];if(&quot;undefined&quot;==typeof n)throw new Error(&quot;indices must be an integer or array of integers.&quot;);for(Array.isArray(n)||(n=[n]),z(e,n,&quot;indices&quot;),(n=P(n,e.data.length-1)).sort(o.sorterDes),i=0;i&lt;n.length;i+=1)a=e.data.splice(n[i],1)[0],s.push(a);var d=r.redraw(e);return u.add(e,l,f,c,h),d},r.moveTraces=function t(e,n,i){var a,s=[],l=[],c=t,f=t,h=[e=o.getGraphDiv(e),i,n],d=[e,n,i];if(I(e,n,i),n=Array.isArray(n)?n:[n],&quot;undefined&quot;==typeof i)for(i=[],a=0;a&lt;n.length;a++)i.push(-n.length+a);for(i=Array.isArray(i)?i:[i],n=P(n,e.data.length-1),i=P(i,e.data.length-1),a=0;a&lt;e.data.length;a++)-1===n.indexOf(a)&amp;&amp;s.push(e.data[a]);for(a=0;a&lt;n.length;a++)l.push({newIndex:i[a],trace:e.data[n[a]]});for(l.sort(function(t,e){return t.newIndex-e.newIndex}),a=0;a&lt;l.length;a+=1)s.splice(l[a].newIndex,0,l[a].trace);e.data=s;var p=r.redraw(e);return u.add(e,c,h,f,d),p},r.restyle=F,r._storeDirectGUIEdit=function(t,e,r){for(var n in r){U(n,s(t,n).get(),r[n],e)}},r.relayout=q;var W=/^[xyz]axis[0-9]*\\.range(\\[[0|1]\\])?$/,Y=/^[xyz]axis[0-9]*\\.autorange$/,Z=/^[xyz]axis[0-9]*\\.domain(\\[[0|1]\\])?$/;function Q(t,e){var r,n,i,a=t.layout,l=t._fullLayout,u=l._guiEditing,h=B(l._preGUI,u),d=Object.keys(e),g=p.list(t),v=o.extendDeepAll({},e),m={};for(H(e),d=Object.keys(e),n=0;n&lt;d.length;n++)if(0===d[n].indexOf(&quot;allaxes&quot;)){for(i=0;i&lt;g.length;i++){var y=g[i]._id.substr(1),b=-1!==y.indexOf(&quot;scene&quot;)?y+&quot;.&quot;:&quot;&quot;,x=d[n].replace(&quot;allaxes&quot;,b+g[i]._name);e[x]||(e[x]=e[d[n]])}delete e[d[n]]}var _=k.layoutFlags(),w={},T={};function L(t,r){if(Array.isArray(t))t.forEach(function(t){L(t,r)});else if(!(t in e||M.hasParent(e,t))){var n=h(a,t);t in T||(T[t]=j(n.get())),void 0!==r&amp;&amp;n.set(r)}}var S,C={};function O(t){var e=p.name2id(t.split(&quot;.&quot;)[0]);return C[e]=1,e}for(var R in e){if(M.hasParent(e,R))throw new Error(&quot;cannot set &quot;+R+&quot; and a parent attribute simultaneously&quot;);for(var P=h(a,R),z=e[R],I=P.parts.length-1;I&gt;0&amp;&amp;&quot;string&quot;!=typeof P.parts[I];)I--;var N=P.parts[I],D=P.parts[I-1]+&quot;.&quot;+N,F=P.parts.slice(0,I).join(&quot;.&quot;),U=s(t.layout,F).get(),V=s(l,F).get(),q=P.get();if(void 0!==z){w[R]=z,T[R]=&quot;reverse&quot;===N?z:j(q);var G=f.getLayoutValObject(l,P.parts);if(G&amp;&amp;G.impliedEdits&amp;&amp;null!==z)for(var X in G.impliedEdits)L(o.relativeAttr(R,X),G.impliedEdits[X]);if(-1!==[&quot;width&quot;,&quot;height&quot;].indexOf(R))if(z){L(&quot;autosize&quot;,null);var Q=&quot;height&quot;===R?&quot;width&quot;:&quot;height&quot;;L(Q,l[Q])}else l[R]=t._initialAutoSize[R];else if(&quot;autosize&quot;===R)L(&quot;width&quot;,z?null:l.width),L(&quot;height&quot;,z?null:l.height);else if(D.match(W))O(D),s(l,F+&quot;._inputRange&quot;).set(null);else if(D.match(Y)){O(D),s(l,F+&quot;._inputRange&quot;).set(null);var J=s(l,F).get();J._inputDomain&amp;&amp;(J._input.domain=J._inputDomain.slice())}else D.match(Z)&amp;&amp;s(l,F+&quot;._inputDomain&quot;).set(null);if(&quot;type&quot;===N){var K=U,tt=&quot;linear&quot;===V.type&amp;&amp;&quot;log&quot;===z,et=&quot;log&quot;===V.type&amp;&amp;&quot;linear&quot;===z;if(tt||et){if(K&amp;&amp;K.range)if(V.autorange)tt&amp;&amp;(K.range=K.range[1]&gt;K.range[0]?[1,2]:[2,1]);else{var rt=K.range[0],nt=K.range[1];tt?(rt&lt;=0&amp;&amp;nt&lt;=0&amp;&amp;L(F+&quot;.autorange&quot;,!0),rt&lt;=0?rt=nt/1e6:nt&lt;=0&amp;&amp;(nt=rt/1e6),L(F+&quot;.range[0]&quot;,Math.log(rt)/Math.LN10),L(F+&quot;.range[1]&quot;,Math.log(nt)/Math.LN10)):(L(F+&quot;.range[0]&quot;,Math.pow(10,rt)),L(F+&quot;.range[1]&quot;,Math.pow(10,nt)))}else L(F+&quot;.autorange&quot;,!0);Array.isArray(l._subplots.polar)&amp;&amp;l._subplots.polar.length&amp;&amp;l[P.parts[0]]&amp;&amp;&quot;radialaxis&quot;===P.parts[1]&amp;&amp;delete l[P.parts[0]]._subplot.viewInitial[&quot;radialaxis.range&quot;],c.getComponentMethod(&quot;annotations&quot;,&quot;convertCoords&quot;)(t,V,z,L),c.getComponentMethod(&quot;images&quot;,&quot;convertCoords&quot;)(t,V,z,L)}else L(F+&quot;.autorange&quot;,!0),L(F+&quot;.range&quot;,null);s(l,F+&quot;._inputRange&quot;).set(null)}else if(N.match(E)){var it=s(l,R).get(),at=(z||{}).type;at&amp;&amp;&quot;-&quot;!==at||(at=&quot;linear&quot;),c.getComponentMethod(&quot;annotations&quot;,&quot;convertCoords&quot;)(t,it,at,L),c.getComponentMethod(&quot;images&quot;,&quot;convertCoords&quot;)(t,it,at,L)}var ot=A.containerArrayMatch(R);if(ot){r=ot.array,n=ot.index;var st=ot.property,lt=G||{editType:&quot;calc&quot;};&quot;&quot;!==n&amp;&amp;&quot;&quot;===st&amp;&amp;(A.isAddVal(z)?T[R]=null:A.isRemoveVal(z)?T[R]=(s(a,r).get()||[])[n]:o.warn(&quot;unrecognized full object value&quot;,e)),k.update(_,lt),m[r]||(m[r]={});var ut=m[r][n];ut||(ut=m[r][n]={}),ut[st]=z,delete e[R]}else&quot;reverse&quot;===N?(U.range?U.range.reverse():(L(F+&quot;.autorange&quot;,!0),U.range=[1,0]),V.autorange?_.calc=!0:_.plot=!0):(l._has(&quot;scatter-like&quot;)&amp;&amp;l._has(&quot;regl&quot;)&amp;&amp;&quot;dragmode&quot;===R&amp;&amp;(&quot;lasso&quot;===z||&quot;select&quot;===z)&amp;&amp;&quot;lasso&quot;!==q&amp;&amp;&quot;select&quot;!==q?_.plot=!0:l._has(&quot;gl2d&quot;)?_.plot=!0:G?k.update(_,G):_.calc=!0,P.set(z))}}for(r in m){A.applyContainerArrayChanges(t,h(a,r),m[r],_,h)||(_.plot=!0)}var ct=l._axisConstraintGroups||[];for(S in C)for(n=0;n&lt;ct.length;n++){var ft=ct[n];if(ft[S])for(var ht in _.calc=!0,ft)C[ht]||(p.getFromId(t,ht)._constraintShrinkable=!0)}return($(t)||e.height||e.width)&amp;&amp;(_.plot=!0),(_.plot||_.calc)&amp;&amp;(_.layoutReplot=!0),{flags:_,rangesAltered:C,undoit:T,redoit:w,eventData:v}}function $(t){var e=t._fullLayout,r=e.width,n=e.height;return t.layout.autosize&amp;&amp;h.plotAutoSize(t,t.layout,e),e.width!==r||e.height!==n}function J(t,e,n,i){if(t=o.getGraphDiv(t),M.clearPromiseQueue(t),t.framework&amp;&amp;t.framework.isPolar)return Promise.resolve(t);o.isPlainObject(e)||(e={}),o.isPlainObject(n)||(n={}),Object.keys(e).length&amp;&amp;(t.changed=!0),Object.keys(n).length&amp;&amp;(t.changed=!0);var a=M.coerceTraceIndices(t,i),s=V(t,o.extendFlat({},e),a),l=s.flags,c=Q(t,o.extendFlat({},n)),f=c.flags;(l.calc||f.calc)&amp;&amp;(t.calcdata=void 0),l.clearAxisTypes&amp;&amp;M.clearAxisTypes(t,a,n);var d=[];if(l.fullReplot&amp;&amp;f.layoutReplot){var p=t.data,g=t.layout;t.data=void 0,t.layout=void 0,d.push(function(){return r.plot(t,p,g)})}else l.fullReplot?d.push(r.plot):f.layoutReplot?d.push(T.layoutReplot):(d.push(h.previousPromises),G(t,f,c)||h.supplyDefaults(t),l.style&amp;&amp;d.push(T.doTraceStyle),l.colorbars&amp;&amp;d.push(T.doColorBars),f.legend&amp;&amp;d.push(T.doLegend),f.layoutstyle&amp;&amp;d.push(T.layoutStyles),f.axrange&amp;&amp;X(d,c.rangesAltered),f.ticks&amp;&amp;d.push(T.doTicksRelayout),f.modebar&amp;&amp;d.push(T.doModeBar),f.camera&amp;&amp;d.push(T.doCamera),d.push(S));d.push(h.rehover),u.add(t,J,[t,s.undoit,c.undoit,s.traces],J,[t,s.redoit,c.redoit,s.traces]);var v=o.syncOrAsync(d,t);return v&amp;&amp;v.then||(v=Promise.resolve(t)),v.then(function(){return t.emit(&quot;plotly_update&quot;,{data:s.eventData,layout:c.eventData}),t})}function K(t){return function(e){e._fullLayout._guiEditing=!0;var r=t.apply(null,arguments);return e._fullLayout._guiEditing=!1,r}}r.update=J,r._guiRestyle=K(F),r._guiRelayout=K(q),r._guiUpdate=K(J);var tt=[{pattern:/^hiddenlabels/,attr:&quot;legend.uirevision&quot;},{pattern:/^((x|y)axis\\d*)\\.((auto)?range|title\\.text)/},{pattern:/axis\\d*\\.showspikes$/,attr:&quot;modebar.uirevision&quot;},{pattern:/(hover|drag)mode$/,attr:&quot;modebar.uirevision&quot;},{pattern:/^(scene\\d*)\\.camera/},{pattern:/^(geo\\d*)\\.(projection|center)/},{pattern:/^(ternary\\d*\\.[abc]axis)\\.(min|title\\.text)$/},{pattern:/^(polar\\d*\\.radialaxis)\\.((auto)?range|angle|title\\.text)/},{pattern:/^(polar\\d*\\.angularaxis)\\.rotation/},{pattern:/^(mapbox\\d*)\\.(center|zoom|bearing|pitch)/},{pattern:/^legend\\.(x|y)$/,attr:&quot;editrevision&quot;},{pattern:/^(shapes|annotations)/,attr:&quot;editrevision&quot;},{pattern:/^title\\.text$/,attr:&quot;editrevision&quot;}],et=[{pattern:/^selectedpoints$/,attr:&quot;selectionrevision&quot;},{pattern:/(^|value\\.)visible$/,attr:&quot;legend.uirevision&quot;},{pattern:/^dimensions\\[\\d+\\]\\.constraintrange/},{pattern:/^node\\.(x|y)/},{pattern:/^level$/},{pattern:/(^|value\\.)name$/},{pattern:/colorbar\\.title\\.text$/},{pattern:/colorbar\\.(x|y)$/,attr:&quot;editrevision&quot;}];function rt(t,e){for(var r=0;r&lt;e.length;r++){var n=e[r],i=t.match(n.pattern);if(i)return{head:i[1],attr:n.attr}}}function nt(t,e){var r=s(e,t).get();if(void 0!==r)return r;var n=t.split(&quot;.&quot;);for(n.pop();n.length&gt;1;)if(n.pop(),void 0!==(r=s(e,n.join(&quot;.&quot;)+&quot;.uirevision&quot;).get()))return r;return e.uirevision}function it(t,e){for(var r=0;r&lt;e.length;r++)if(e[r]._fullInput.uid===t)return r;return-1}function at(t,e,r){for(var n=0;n&lt;e.length;n++)if(e[n].uid===t)return n;return!e[r]||e[r].uid?-1:r}function ot(t,e){var r=o.isPlainObject(t),n=Array.isArray(t);return r||n?(r&amp;&amp;o.isPlainObject(e)||n&amp;&amp;Array.isArray(e))&amp;&amp;JSON.stringify(t)===JSON.stringify(e):t===e}function st(t,e,r,n){var i,a,l,u=n.getValObject,c=n.flags,f=n.immutable,h=n.inArray,d=n.arrayIndex;function p(){var t=i.editType;h&amp;&amp;-1!==t.indexOf(&quot;arraydraw&quot;)?o.pushUnique(c.arrays[h],d):(k.update(c,i),&quot;none&quot;!==t&amp;&amp;c.nChanges++,n.transition&amp;&amp;i.anim&amp;&amp;c.nChangesAnim++,(W.test(l)||Y.test(l))&amp;&amp;(c.rangesAltered[r[0]]=1),Z.test(l)&amp;&amp;s(e,&quot;_inputDomain&quot;).set(null),&quot;datarevision&quot;===a&amp;&amp;(c.newDataRevision=1))}function g(t){return&quot;data_array&quot;===t.valType||t.arrayOk}for(a in t){if(c.calc&amp;&amp;!n.transition)return;var v=t[a],m=e[a],y=r.concat(a);if(l=y.join(&quot;.&quot;),&quot;_&quot;!==a.charAt(0)&amp;&amp;&quot;function&quot;!=typeof v&amp;&amp;v!==m){if((&quot;tick0&quot;===a||&quot;dtick&quot;===a)&amp;&amp;&quot;geo&quot;!==r[0]){var b=e.tickmode;if(&quot;auto&quot;===b||&quot;array&quot;===b||!b)continue}if((&quot;range&quot;!==a||!e.autorange)&amp;&amp;(&quot;zmin&quot;!==a&amp;&amp;&quot;zmax&quot;!==a||&quot;contourcarpet&quot;!==e.type)&amp;&amp;(i=u(y))&amp;&amp;(!i._compareAsJSON||JSON.stringify(v)!==JSON.stringify(m))){var x,_=i.valType,w=g(i),A=Array.isArray(v),M=Array.isArray(m);if(A&amp;&amp;M){var T=&quot;_input_&quot;+a,E=t[T],L=e[T];if(Array.isArray(E)&amp;&amp;E===L)continue}if(void 0===m)w&amp;&amp;A?c.calc=!0:p();else if(i._isLinkedToArray){var S=[],C=!1;h||(c.arrays[a]=S);var O=Math.min(v.length,m.length),R=Math.max(v.length,m.length);if(O!==R){if(&quot;arraydraw&quot;!==i.editType){p();continue}C=!0}for(x=0;x&lt;O;x++)st(v[x],m[x],y.concat(x),o.extendFlat({inArray:a,arrayIndex:x},n));if(C)for(x=O;x&lt;R;x++)S.push(x)}else!_&amp;&amp;o.isPlainObject(v)?st(v,m,y,n):w?A&amp;&amp;M?(f&amp;&amp;(c.calc=!0),(f||n.newDataRevision)&amp;&amp;p()):A!==M?c.calc=!0:p():A&amp;&amp;M&amp;&amp;v.length===m.length&amp;&amp;String(v)===String(m)||p()}}}for(a in e)if(!(a in t||&quot;_&quot;===a.charAt(0)||&quot;function&quot;==typeof e[a])){if(g(i=u(r.concat(a)))&amp;&amp;Array.isArray(e[a]))return void(c.calc=!0);p()}}function lt(t){var e=n.select(t),r=t._fullLayout;if(r._container=e.selectAll(&quot;.plot-container&quot;).data([0]),r._container.enter().insert(&quot;div&quot;,&quot;:first-child&quot;).classed(&quot;plot-container&quot;,!0).classed(&quot;plotly&quot;,!0),r._paperdiv=r._container.selectAll(&quot;.svg-container&quot;).data([0]),r._paperdiv.enter().append(&quot;div&quot;).classed(&quot;svg-container&quot;,!0).style(&quot;position&quot;,&quot;relative&quot;),r._glcontainer=r._paperdiv.selectAll(&quot;.gl-container&quot;).data([{}]),r._glcontainer.enter().append(&quot;div&quot;).classed(&quot;gl-container&quot;,!0),r._paperdiv.selectAll(&quot;.main-svg&quot;).remove(),r._paperdiv.select(&quot;.modebar-container&quot;).remove(),r._paper=r._paperdiv.insert(&quot;svg&quot;,&quot;:first-child&quot;).classed(&quot;main-svg&quot;,!0),r._toppaper=r._paperdiv.append(&quot;svg&quot;).classed(&quot;main-svg&quot;,!0),r._modebardiv=r._paperdiv.append(&quot;div&quot;),r._hoverpaper=r._paperdiv.append(&quot;svg&quot;).classed(&quot;main-svg&quot;,!0),!r._uid){var i={};n.selectAll(&quot;defs&quot;).each(function(){this.id&amp;&amp;(i[this.id.split(&quot;-&quot;)[1]]=1)}),r._uid=o.randstr(i)}r._paperdiv.selectAll(&quot;.main-svg&quot;).attr(b.svgAttrs),r._defs=r._paper.append(&quot;defs&quot;).attr(&quot;id&quot;,&quot;defs-&quot;+r._uid),r._clips=r._defs.append(&quot;g&quot;).classed(&quot;clips&quot;,!0),r._topdefs=r._toppaper.append(&quot;defs&quot;).attr(&quot;id&quot;,&quot;topdefs-&quot;+r._uid),r._topclips=r._topdefs.append(&quot;g&quot;).classed(&quot;clips&quot;,!0),r._bgLayer=r._paper.append(&quot;g&quot;).classed(&quot;bglayer&quot;,!0),r._draggers=r._paper.append(&quot;g&quot;).classed(&quot;draglayer&quot;,!0);var a=r._paper.append(&quot;g&quot;).classed(&quot;layer-below&quot;,!0);r._imageLowerLayer=a.append(&quot;g&quot;).classed(&quot;imagelayer&quot;,!0),r._shapeLowerLayer=a.append(&quot;g&quot;).classed(&quot;shapelayer&quot;,!0),r._cartesianlayer=r._paper.append(&quot;g&quot;).classed(&quot;cartesianlayer&quot;,!0),r._polarlayer=r._paper.append(&quot;g&quot;).classed(&quot;polarlayer&quot;,!0),r._ternarylayer=r._paper.append(&quot;g&quot;).classed(&quot;ternarylayer&quot;,!0),r._geolayer=r._paper.append(&quot;g&quot;).classed(&quot;geolayer&quot;,!0),r._pielayer=r._paper.append(&quot;g&quot;).classed(&quot;pielayer&quot;,!0),r._sunburstlayer=r._paper.append(&quot;g&quot;).classed(&quot;sunburstlayer&quot;,!0),r._glimages=r._paper.append(&quot;g&quot;).classed(&quot;glimages&quot;,!0);var s=r._toppaper.append(&quot;g&quot;).classed(&quot;layer-above&quot;,!0);r._imageUpperLayer=s.append(&quot;g&quot;).classed(&quot;imagelayer&quot;,!0),r._shapeUpperLayer=s.append(&quot;g&quot;).classed(&quot;shapelayer&quot;,!0),r._infolayer=r._toppaper.append(&quot;g&quot;).classed(&quot;infolayer&quot;,!0),r._menulayer=r._toppaper.append(&quot;g&quot;).classed(&quot;menulayer&quot;,!0),r._zoomlayer=r._toppaper.append(&quot;g&quot;).classed(&quot;zoomlayer&quot;,!0),r._hoverlayer=r._hoverpaper.append(&quot;g&quot;).classed(&quot;hoverlayer&quot;,!0),r._modebardiv.classed(&quot;modebar-container&quot;,!0).style(&quot;position&quot;,&quot;absolute&quot;).style(&quot;top&quot;,&quot;0px&quot;).style(&quot;right&quot;,&quot;0px&quot;),t.emit(&quot;plotly_framework&quot;)}r.react=function(t,e,n,i){var a,l;var u=(t=o.getGraphDiv(t))._fullData,d=t._fullLayout;if(o.isPlotDiv(t)&amp;&amp;u&amp;&amp;d){if(o.isPlainObject(e)){var p=e;e=p.data,n=p.layout,i=p.config,a=p.frames}var g=!1;if(i){var v=o.extendDeep({},t._context);t._context=void 0,R(t,i),g=function t(e,r){var n;for(n in e)if(&quot;_&quot;!==n.charAt(0)){var i=e[n],a=r[n];if(i!==a)if(o.isPlainObject(i)&amp;&amp;o.isPlainObject(a)){if(t(i,a))return!0}else{if(!Array.isArray(i)||!Array.isArray(a))return!0;if(i.length!==a.length)return!0;for(var s=0;s&lt;i.length;s++)if(i[s]!==a[s]){if(!o.isPlainObject(i[s])||!o.isPlainObject(a[s]))return!0;if(t(i[s],a[s]))return!0}}}}(v,t._context)}t.data=e||[],M.cleanData(t.data),t.layout=n||{},M.cleanLayout(t.layout),function(t,e,r,n){var i,a,l,u,c,f,h,d,p=n._preGUI,g=[],v={};for(i in p){if(c=rt(i,tt)){if(a=c.attr||c.head+&quot;.uirevision&quot;,(u=(l=s(n,a).get())&amp;&amp;nt(a,e))&amp;&amp;u===l&amp;&amp;(null===(f=p[i])&amp;&amp;(f=void 0),ot(d=(h=s(e,i)).get(),f))){void 0===d&amp;&amp;&quot;autorange&quot;===i.substr(i.length-9)&amp;&amp;g.push(i.substr(0,i.length-10)),h.set(j(s(n,i).get()));continue}}else o.warn(&quot;unrecognized GUI edit: &quot;+i);delete p[i],&quot;range[&quot;===i.substr(i.length-8,6)&amp;&amp;(v[i.substr(0,i.length-9)]=1)}for(var m=0;m&lt;g.length;m++){var y=g[m];if(v[y]){var b=s(e,y).get();b&amp;&amp;delete b.autorange}}var x=n._tracePreGUI;for(var _ in x){var w,A=x[_],M=null;for(i in A){if(!M){var T=it(_,r);if(T&lt;0){delete x[_];break}var k=at(_,t,(w=r[T]._fullInput).index);if(k&lt;0){delete x[_];break}M=t[k]}if(c=rt(i,et)){if(c.attr?u=(l=s(n,c.attr).get())&amp;&amp;nt(c.attr,e):(l=w.uirevision,void 0===(u=M.uirevision)&amp;&amp;(u=e.uirevision)),u&amp;&amp;u===l&amp;&amp;(null===(f=A[i])&amp;&amp;(f=void 0),ot(d=(h=s(M,i)).get(),f))){h.set(j(s(w,i).get()));continue}}else o.warn(&quot;unrecognized GUI edit: &quot;+i+&quot; in trace uid &quot;+_);delete A[i]}}}(t.data,t.layout,u,d),h.supplyDefaults(t,{skipUpdateCalc:!0});var m=t._fullData,y=t._fullLayout,b=void 0===y.datarevision,x=y.transition,_=function(t,e,r,n,i){var a=k.layoutFlags();a.arrays={},a.rangesAltered={},a.nChanges=0,a.nChangesAnim=0,st(e,r,[],{getValObject:function(t){return f.getLayoutValObject(r,t)},flags:a,immutable:n,transition:i,gd:t}),(a.plot||a.calc)&amp;&amp;(a.layoutReplot=!0);i&amp;&amp;a.nChanges&amp;&amp;a.nChangesAnim&amp;&amp;(a.anim=a.nChanges===a.nChangesAnim?&quot;all&quot;:&quot;some&quot;);return a}(t,d,y,b,x),w=_.newDataRevision,A=function(t,e,r,n,i,a){var o=e.length===r.length;if(!i&amp;&amp;!o)return{fullReplot:!0,calc:!0};var s,l,u=k.traceFlags();u.arrays={},u.nChanges=0,u.nChangesAnim=0;var c={getValObject:function(t){return f.getTraceValObject(l,t)},flags:u,immutable:n,transition:i,newDataRevision:a,gd:t},d={};for(s=0;s&lt;e.length;s++)if(r[s]){if(l=r[s]._fullInput,h.hasMakesDataTransform(l)&amp;&amp;(l=r[s]),d[l.uid])continue;d[l.uid]=1,st(e[s]._fullInput,l,[],c)}(u.calc||u.plot)&amp;&amp;(u.fullReplot=!0);i&amp;&amp;u.nChanges&amp;&amp;u.nChangesAnim&amp;&amp;(u.anim=u.nChanges===u.nChangesAnim&amp;&amp;o?&quot;all&quot;:&quot;some&quot;);return u}(t,u,m,b,x,w);$(t)&amp;&amp;(_.layoutReplot=!0),A.calc||_.calc?t.calcdata=void 0:h.supplyDefaultsUpdateCalc(t.calcdata,m);var E=[];if(a&amp;&amp;(t._transitionData={},h.createTransitionData(t),E.push(function(){return r.addFrames(t,a)})),y.transition&amp;&amp;!g&amp;&amp;(A.anim||_.anim))h.doCalcdata(t),T.doAutoRangeAndConstraints(t),E.push(function(){return h.transitionFromReact(t,A,_,d)});else if(A.fullReplot||_.layoutReplot||g)t._fullLayout._skipDefaults=!0,E.push(r.plot);else{for(var L in _.arrays){var C=_.arrays[L];if(C.length){var O=c.getComponentMethod(L,&quot;drawOne&quot;);if(O!==o.noop)for(var P=0;P&lt;C.length;P++)O(t,C[P]);else{var z=c.getComponentMethod(L,&quot;draw&quot;);if(z===o.noop)throw new Error(&quot;cannot draw components: &quot;+L);z(t)}}}E.push(h.previousPromises),A.style&amp;&amp;E.push(T.doTraceStyle),A.colorbars&amp;&amp;E.push(T.doColorBars),_.legend&amp;&amp;E.push(T.doLegend),_.layoutstyle&amp;&amp;E.push(T.layoutStyles),_.axrange&amp;&amp;X(E),_.ticks&amp;&amp;E.push(T.doTicksRelayout),_.modebar&amp;&amp;E.push(T.doModeBar),_.camera&amp;&amp;E.push(T.doCamera),E.push(S)}E.push(h.rehover),(l=o.syncOrAsync(E,t))&amp;&amp;l.then||(l=Promise.resolve(t))}else l=r.newPlot(t,e,n,i);return l.then(function(){return t.emit(&quot;plotly_react&quot;,{data:e,layout:n}),t})},r.animate=function(t,e,r){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t+&quot;. It&#x27;s likely that you&#x27;ve failed to create a plot before animating it. For more details, see https://plot.ly/javascript/animations/&quot;);var n=t._transitionData;n._frameQueue||(n._frameQueue=[]);var i=(r=h.supplyAnimationDefaults(r)).transition,a=r.frame;function s(t){return Array.isArray(i)?t&gt;=i.length?i[0]:i[t]:i}function l(t){return Array.isArray(a)?t&gt;=a.length?a[0]:a[t]:a}function u(t,e){var r=0;return function(){if(t&amp;&amp;++r===e)return t()}}return void 0===n._frameWaitingCnt&amp;&amp;(n._frameWaitingCnt=0),new Promise(function(a,c){function f(){n._currentFrame&amp;&amp;n._currentFrame.onComplete&amp;&amp;n._currentFrame.onComplete();var e=n._currentFrame=n._frameQueue.shift();if(e){var r=e.name?e.name.toString():null;t._fullLayout._currentFrame=r,n._lastFrameAt=Date.now(),n._timeToNext=e.frameOpts.duration,h.transition(t,e.frame.data,e.frame.layout,M.coerceTraceIndices(t,e.frame.traces),e.frameOpts,e.transitionOpts).then(function(){e.onComplete&amp;&amp;e.onComplete()}),t.emit(&quot;plotly_animatingframe&quot;,{name:r,frame:e.frame,animation:{frame:e.frameOpts,transition:e.transitionOpts}})}else t.emit(&quot;plotly_animated&quot;),window.cancelAnimationFrame(n._animationRaf),n._animationRaf=null}function d(){t.emit(&quot;plotly_animating&quot;),n._lastFrameAt=-1/0,n._timeToNext=0,n._runningTransitions=0,n._currentFrame=null;var e=function(){n._animationRaf=window.requestAnimationFrame(e),Date.now()-n._lastFrameAt&gt;n._timeToNext&amp;&amp;f()};e()}var p,g,v=0;function m(t){return Array.isArray(i)?v&gt;=i.length?t.transitionOpts=i[v]:t.transitionOpts=i[0]:t.transitionOpts=i,v++,t}var y=[],b=null==e,x=Array.isArray(e);if(!b&amp;&amp;!x&amp;&amp;o.isPlainObject(e))y.push({type:&quot;object&quot;,data:m(o.extendFlat({},e))});else if(b||-1!==[&quot;string&quot;,&quot;number&quot;].indexOf(typeof e))for(p=0;p&lt;n._frames.length;p++)(g=n._frames[p])&amp;&amp;(b||String(g.group)===String(e))&amp;&amp;y.push({type:&quot;byname&quot;,name:String(g.name),data:m({name:g.name})});else if(x)for(p=0;p&lt;e.length;p++){var _=e[p];-1!==[&quot;number&quot;,&quot;string&quot;].indexOf(typeof _)?(_=String(_),y.push({type:&quot;byname&quot;,name:_,data:m({name:_})})):o.isPlainObject(_)&amp;&amp;y.push({type:&quot;object&quot;,data:m(o.extendFlat({},_))})}for(p=0;p&lt;y.length;p++)if(&quot;byname&quot;===(g=y[p]).type&amp;&amp;!n._frameHash[g.data.name])return o.warn(&#x27;animate failure: frame not found: &quot;&#x27;+g.data.name+&#x27;&quot;&#x27;),void c();-1!==[&quot;next&quot;,&quot;immediate&quot;].indexOf(r.mode)&amp;&amp;function(){if(0!==n._frameQueue.length){for(;n._frameQueue.length;){var e=n._frameQueue.pop();e.onInterrupt&amp;&amp;e.onInterrupt()}t.emit(&quot;plotly_animationinterrupted&quot;,[])}}(),&quot;reverse&quot;===r.direction&amp;&amp;y.reverse();var w=t._fullLayout._currentFrame;if(w&amp;&amp;r.fromcurrent){var A=-1;for(p=0;p&lt;y.length;p++)if(&quot;byname&quot;===(g=y[p]).type&amp;&amp;g.name===w){A=p;break}if(A&gt;0&amp;&amp;A&lt;y.length-1){var T=[];for(p=0;p&lt;y.length;p++)g=y[p],(&quot;byname&quot;!==y[p].type||p&gt;A)&amp;&amp;T.push(g);y=T}}y.length&gt;0?function(e){if(0!==e.length){for(var i=0;i&lt;e.length;i++){var o;o=&quot;byname&quot;===e[i].type?h.computeFrame(t,e[i].name):e[i].data;var f=l(i),p=s(i);p.duration=Math.min(p.duration,f.duration);var g={frame:o,name:e[i].name,frameOpts:f,transitionOpts:p};i===e.length-1&amp;&amp;(g.onComplete=u(a,2),g.onInterrupt=c),n._frameQueue.push(g)}&quot;immediate&quot;===r.mode&amp;&amp;(n._lastFrameAt=-1/0),n._animationRaf||d()}}(y):(t.emit(&quot;plotly_animated&quot;),a())})},r.addFrames=function(t,e,r){if(t=o.getGraphDiv(t),null==e)return Promise.resolve();if(!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t+&quot;. It&#x27;s likely that you&#x27;ve failed to create a plot before adding frames. For more details, see https://plot.ly/javascript/animations/&quot;);var n,i,a,s,l=t._transitionData._frames,c=t._transitionData._frameHash;if(!Array.isArray(e))throw new Error(&quot;addFrames failure: frameList must be an Array of frame definitions&quot;+e);var f=l.length+2*e.length,d=[],p={};for(n=e.length-1;n&gt;=0;n--)if(o.isPlainObject(e[n])){var g=e[n].name,v=(c[g]||p[g]||{}).name,m=e[n].name,y=c[v]||p[v];v&amp;&amp;m&amp;&amp;&quot;number&quot;==typeof m&amp;&amp;y&amp;&amp;L&lt;5&amp;&amp;(L++,o.warn(&#x27;addFrames: overwriting frame &quot;&#x27;+(c[v]||p[v]).name+&#x27;&quot; with a frame whose name of type &quot;number&quot; also equates to &quot;&#x27;+v+&#x27;&quot;. This is valid but may potentially lead to unexpected behavior since all plotly.js frame names are stored internally as strings.&#x27;),5===L&amp;&amp;o.warn(&quot;addFrames: This API call has yielded too many of these warnings. For the rest of this call, further warnings about numeric frame names will be suppressed.&quot;)),p[g]={name:g},d.push({frame:h.supplyFrameDefaults(e[n]),index:r&amp;&amp;void 0!==r[n]&amp;&amp;null!==r[n]?r[n]:f+n})}d.sort(function(t,e){return t.index&gt;e.index?-1:t.index&lt;e.index?1:0});var b=[],x=[],_=l.length;for(n=d.length-1;n&gt;=0;n--){if(&quot;number&quot;==typeof(i=d[n].frame).name&amp;&amp;o.warn(&quot;Warning: addFrames accepts frames with numeric names, but the numbers areimplicitly cast to strings&quot;),!i.name)for(;c[i.name=&quot;frame &quot;+t._transitionData._counter++];);if(c[i.name]){for(a=0;a&lt;l.length&amp;&amp;(l[a]||{}).name!==i.name;a++);b.push({type:&quot;replace&quot;,index:a,value:i}),x.unshift({type:&quot;replace&quot;,index:a,value:l[a]})}else s=Math.max(0,Math.min(d[n].index,_)),b.push({type:&quot;insert&quot;,index:s,value:i}),x.unshift({type:&quot;delete&quot;,index:s}),_++}var w=h.modifyFrames,A=h.modifyFrames,M=[t,x],T=[t,b];return u&amp;&amp;u.add(t,w,M,A,T),h.modifyFrames(t,b)},r.deleteFrames=function(t,e){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t);var r,n,i=t._transitionData._frames,a=[],s=[];if(!e)for(e=[],r=0;r&lt;i.length;r++)e.push(r);for((e=e.slice(0)).sort(),r=e.length-1;r&gt;=0;r--)n=e[r],a.push({type:&quot;delete&quot;,index:n}),s.unshift({type:&quot;insert&quot;,index:n,value:i[n]});var l=h.modifyFrames,c=h.modifyFrames,f=[t,s],d=[t,a];return u&amp;&amp;u.add(t,l,f,c,d),h.modifyFrames(t,a)},r.purge=function(t){var e=(t=o.getGraphDiv(t))._fullLayout||{},r=t._fullData||[];return h.cleanPlot([],{},r,e),h.purge(t),l.purge(t),e._container&amp;&amp;e._container.remove(),delete t._context,t}},{&quot;../components/color&quot;:376,&quot;../components/colorbar/connect&quot;:378,&quot;../components/drawing&quot;:397,&quot;../constants/xmlns_namespaces&quot;:476,&quot;../lib&quot;:495,&quot;../lib/events&quot;:487,&quot;../lib/queue&quot;:509,&quot;../lib/svg_text_utils&quot;:518,&quot;../plots/cartesian/axes&quot;:541,&quot;../plots/cartesian/constants&quot;:547,&quot;../plots/cartesian/graph_interact&quot;:550,&quot;../plots/cartesian/select&quot;:558,&quot;../plots/plots&quot;:584,&quot;../plots/polar/legacy&quot;:587,&quot;../registry&quot;:592,&quot;./edit_types&quot;:524,&quot;./helpers&quot;:525,&quot;./manage_arrays&quot;:527,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530,&quot;./subroutines&quot;:532,d3:81,&quot;fast-isnumeric&quot;:90,&quot;has-hover&quot;:251}],529:[function(t,e,r){&quot;use strict&quot;;var n={staticPlot:{valType:&quot;boolean&quot;,dflt:!1},plotlyServerURL:{valType:&quot;string&quot;,dflt:&quot;https://plot.ly&quot;},editable:{valType:&quot;boolean&quot;,dflt:!1},edits:{annotationPosition:{valType:&quot;boolean&quot;,dflt:!1},annotationTail:{valType:&quot;boolean&quot;,dflt:!1},annotationText:{valType:&quot;boolean&quot;,dflt:!1},axisTitleText:{valType:&quot;boolean&quot;,dflt:!1},colorbarPosition:{valType:&quot;boolean&quot;,dflt:!1},colorbarTitleText:{valType:&quot;boolean&quot;,dflt:!1},legendPosition:{valType:&quot;boolean&quot;,dflt:!1},legendText:{valType:&quot;boolean&quot;,dflt:!1},shapePosition:{valType:&quot;boolean&quot;,dflt:!1},titleText:{valType:&quot;boolean&quot;,dflt:!1}},autosizable:{valType:&quot;boolean&quot;,dflt:!1},responsive:{valType:&quot;boolean&quot;,dflt:!1},fillFrame:{valType:&quot;boolean&quot;,dflt:!1},frameMargins:{valType:&quot;number&quot;,dflt:0,min:0,max:.5},scrollZoom:{valType:&quot;flaglist&quot;,flags:[&quot;cartesian&quot;,&quot;gl3d&quot;,&quot;geo&quot;,&quot;mapbox&quot;],extras:[!0,!1],dflt:&quot;gl3d+geo+mapbox&quot;},doubleClick:{valType:&quot;enumerated&quot;,values:[!1,&quot;reset&quot;,&quot;autosize&quot;,&quot;reset+autosize&quot;],dflt:&quot;reset+autosize&quot;},showAxisDragHandles:{valType:&quot;boolean&quot;,dflt:!0},showAxisRangeEntryBoxes:{valType:&quot;boolean&quot;,dflt:!0},showTips:{valType:&quot;boolean&quot;,dflt:!0},showLink:{valType:&quot;boolean&quot;,dflt:!1},linkText:{valType:&quot;string&quot;,dflt:&quot;Edit chart&quot;,noBlank:!0},sendData:{valType:&quot;boolean&quot;,dflt:!0},showSources:{valType:&quot;any&quot;,dflt:!1},displayModeBar:{valType:&quot;enumerated&quot;,values:[&quot;hover&quot;,!0,!1],dflt:&quot;hover&quot;},showSendToCloud:{valType:&quot;boolean&quot;,dflt:!1},modeBarButtonsToRemove:{valType:&quot;any&quot;,dflt:[]},modeBarButtonsToAdd:{valType:&quot;any&quot;,dflt:[]},modeBarButtons:{valType:&quot;any&quot;,dflt:!1},toImageButtonOptions:{valType:&quot;any&quot;,dflt:{}},displaylogo:{valType:&quot;boolean&quot;,dflt:!0},watermark:{valType:&quot;boolean&quot;,dflt:!1},plotGlPixelRatio:{valType:&quot;number&quot;,dflt:2,min:1,max:4},setBackground:{valType:&quot;any&quot;,dflt:&quot;transparent&quot;},topojsonURL:{valType:&quot;string&quot;,noBlank:!0,dflt:&quot;https://cdn.plot.ly/&quot;},mapboxAccessToken:{valType:&quot;string&quot;,dflt:null},logging:{valType:&quot;boolean&quot;,dflt:1},queueLength:{valType:&quot;integer&quot;,min:0,dflt:0},globalTransforms:{valType:&quot;any&quot;,dflt:[]},locale:{valType:&quot;string&quot;,dflt:&quot;en-US&quot;},locales:{valType:&quot;any&quot;,dflt:{}}},i={};!function t(e,r){for(var n in e){var i=e[n];i.valType?r[n]=i.dflt:(r[n]||(r[n]={}),t(i,r[n]))}}(n,i),e.exports={configAttributes:n,dfltConfig:i}},{}],530:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../plots/attributes&quot;),o=t(&quot;../plots/layout_attributes&quot;),s=t(&quot;../plots/frame_attributes&quot;),l=t(&quot;../plots/animation_attributes&quot;),u=t(&quot;./plot_config&quot;).configAttributes,c=t(&quot;../plots/polar/legacy/area_attributes&quot;),f=t(&quot;../plots/polar/legacy/axis_attributes&quot;),h=t(&quot;./edit_types&quot;),d=i.extendFlat,p=i.extendDeepAll,g=i.isPlainObject,v=&quot;_isSubplotObj&quot;,m=&quot;_isLinkedToArray&quot;,y=[v,m,&quot;_arrayAttrRegexps&quot;,&quot;_deprecated&quot;];function b(t,e,r){if(!t)return!1;if(t._isLinkedToArray)if(x(e[r]))r++;else if(r&lt;e.length)return!1;for(;r&lt;e.length;r++){var n=t[e[r]];if(!g(n))break;if(t=n,r===e.length-1)break;if(t._isLinkedToArray){if(!x(e[++r]))return!1}else if(&quot;info_array&quot;===t.valType){var i=e[++r];if(!x(i))return!1;var a=t.items;if(Array.isArray(a)){if(i&gt;=a.length)return!1;if(2===t.dimensions){if(r++,e.length===r)return t;var o=e[r];if(!x(o))return!1;t=a[i][o]}else t=a[i]}else t=a}}return t}function x(t){return t===Math.round(t)&amp;&amp;t&gt;=0}function _(t){return function(t){r.crawl(t,function(t,e,n){r.isValObject(t)?&quot;data_array&quot;===t.valType?(t.role=&quot;data&quot;,n[e+&quot;src&quot;]={valType:&quot;string&quot;,editType:&quot;none&quot;}):!0===t.arrayOk&amp;&amp;(n[e+&quot;src&quot;]={valType:&quot;string&quot;,editType:&quot;none&quot;}):g(t)&amp;&amp;(t.role=&quot;object&quot;)})}(t),function(t){r.crawl(t,function(t,e,r){if(!t)return;var n=t[m];if(!n)return;delete t[m],r[e]={items:{}},r[e].items[n]=t,r[e].role=&quot;object&quot;})}(t),function(t){!function t(e){for(var r in e)if(g(e[r]))t(e[r]);else if(Array.isArray(e[r]))for(var n=0;n&lt;e[r].length;n++)t(e[r][n]);else e[r]instanceof RegExp&amp;&amp;(e[r]=e[r].toString())}(t)}(t),t}function w(t,e,r){var n=i.nestedProperty(t,r),a=p({},e.layoutAttributes);a[v]=!0,n.set(a)}function A(t,e,r){var n=i.nestedProperty(t,r);n.set(p(n.get()||{},e))}r.IS_SUBPLOT_OBJ=v,r.IS_LINKED_TO_ARRAY=m,r.DEPRECATED=&quot;_deprecated&quot;,r.UNDERSCORE_ATTRS=y,r.get=function(){var t={};n.allTypes.concat(&quot;area&quot;).forEach(function(e){t[e]=function(t){var e,o;&quot;area&quot;===t?(e={attributes:c},o={}):(e=n.modules[t]._module,o=e.basePlotModule);var s={type:null},l=p({},a),u=p({},e.attributes);r.crawl(u,function(t,e,r,n,a){i.nestedProperty(l,a).set(void 0),void 0===t&amp;&amp;i.nestedProperty(u,a).set(void 0)}),p(s,l),p(s,u),o.attributes&amp;&amp;p(s,o.attributes);s.type=t;var f={meta:e.meta||{},attributes:_(s)};if(e.layoutAttributes){var h={};p(h,e.layoutAttributes),f.layoutAttributes=_(h)}return f}(e)});var e,g={};return Object.keys(n.transformsRegistry).forEach(function(t){g[t]=function(t){var e=n.transformsRegistry[t],r=p({},e.attributes);return Object.keys(n.componentsRegistry).forEach(function(e){var i=n.componentsRegistry[e];i.schema&amp;&amp;i.schema.transforms&amp;&amp;i.schema.transforms[t]&amp;&amp;Object.keys(i.schema.transforms[t]).forEach(function(e){A(r,i.schema.transforms[t][e],e)})}),{attributes:_(r)}}(t)}),{defs:{valObjects:i.valObjectMeta,metaKeys:y.concat([&quot;description&quot;,&quot;role&quot;,&quot;editType&quot;,&quot;impliedEdits&quot;]),editType:{traces:h.traces,layout:h.layout},impliedEdits:{}},traces:t,layout:function(){var t,e,r={};for(t in p(r,o),n.subplotsRegistry)if((e=n.subplotsRegistry[t]).layoutAttributes)if(Array.isArray(e.attr))for(var i=0;i&lt;e.attr.length;i++)w(r,e,e.attr[i]);else{var a=&quot;subplot&quot;===e.attr?e.name:e.attr;w(r,e,a)}for(t in r=function(t){return d(t,{radialaxis:f.radialaxis,angularaxis:f.angularaxis}),d(t,f.layout),t}(r),n.componentsRegistry){var s=(e=n.componentsRegistry[t]).schema;if(s&amp;&amp;(s.subplots||s.layout)){var l=s.subplots;if(l&amp;&amp;l.xaxis&amp;&amp;!l.yaxis)for(var u in l.xaxis)delete r.yaxis[u]}else e.layoutAttributes&amp;&amp;A(r,e.layoutAttributes,e.name)}return{layoutAttributes:_(r)}}(),transforms:g,frames:(e={frames:i.extendDeepAll({},s)},_(e),e.frames),animation:_(l),config:_(u)}},r.crawl=function(t,e,n,i){var a=n||0;i=i||&quot;&quot;,Object.keys(t).forEach(function(n){var o=t[n];if(-1===y.indexOf(n)){var s=(i?i+&quot;.&quot;:&quot;&quot;)+n;e(o,n,t,a,s),r.isValObject(o)||g(o)&amp;&amp;&quot;impliedEdits&quot;!==n&amp;&amp;r.crawl(o,e,a+1,s)}})},r.isValObject=function(t){return t&amp;&amp;void 0!==t.valType},r.findArrayAttributes=function(t){var e,n,o=[],s=[],l=[];function u(t,r,a,u){s=s.slice(0,u).concat([r]),l=l.slice(0,u).concat([t&amp;&amp;t._isLinkedToArray]),t&amp;&amp;(&quot;data_array&quot;===t.valType||!0===t.arrayOk)&amp;&amp;!(&quot;colorbar&quot;===s[u-1]&amp;&amp;(&quot;ticktext&quot;===r||&quot;tickvals&quot;===r))&amp;&amp;function t(e,r,a){var u=e[s[r]];var c=a+s[r];if(r===s.length-1)i.isArrayOrTypedArray(u)&amp;&amp;o.push(n+c);else if(l[r]){if(Array.isArray(u))for(var f=0;f&lt;u.length;f++)i.isPlainObject(u[f])&amp;&amp;t(u[f],r+1,c+&quot;[&quot;+f+&quot;].&quot;)}else i.isPlainObject(u)&amp;&amp;t(u,r+1,c+&quot;.&quot;)}(e,0,&quot;&quot;)}e=t,n=&quot;&quot;,r.crawl(a,u),t._module&amp;&amp;t._module.attributes&amp;&amp;r.crawl(t._module.attributes,u);var c=t.transforms;if(c)for(var f=0;f&lt;c.length;f++){var h=c[f],d=h._module;d&amp;&amp;(n=&quot;transforms[&quot;+f+&quot;].&quot;,e=h,r.crawl(d.attributes,u))}return o},r.getTraceValObject=function(t,e){var r,i,o=e[0],s=1;if(&quot;transforms&quot;===o){if(1===e.length)return a.transforms;var l=t.transforms;if(!Array.isArray(l)||!l.length)return!1;var u=e[1];if(!x(u)||u&gt;=l.length)return!1;i=(r=(n.transformsRegistry[l[u].type]||{}).attributes)&amp;&amp;r[e[2]],s=3}else if(&quot;area&quot;===t.type)i=c[o];else{var f=t._module;if(f||(f=(n.modules[t.type||a.type.dflt]||{})._module),!f)return!1;if(!(i=(r=f.attributes)&amp;&amp;r[o])){var h=f.basePlotModule;h&amp;&amp;h.attributes&amp;&amp;(i=h.attributes[o])}i||(i=a[o])}return b(i,e,s)},r.getLayoutValObject=function(t,e){return b(function(t,e){var r,i,a,s,l=t._basePlotModules;if(l){var u;for(r=0;r&lt;l.length;r++){if((a=l[r]).attrRegex&amp;&amp;a.attrRegex.test(e)){if(a.layoutAttrOverrides)return a.layoutAttrOverrides;!u&amp;&amp;a.layoutAttributes&amp;&amp;(u=a.layoutAttributes)}var c=a.baseLayoutAttrOverrides;if(c&amp;&amp;e in c)return c[e]}if(u)return u}var h=t._modules;if(h)for(r=0;r&lt;h.length;r++)if((s=h[r].layoutAttributes)&amp;&amp;e in s)return s[e];for(i in n.componentsRegistry)if(!(a=n.componentsRegistry[i]).schema&amp;&amp;e===a.name)return a.layoutAttributes;if(e in o)return o[e];if(&quot;radialaxis&quot;===e||&quot;angularaxis&quot;===e)return f[e];return f.layout[e]||!1}(t,e[0]),e,1)}},{&quot;../lib&quot;:495,&quot;../plots/animation_attributes&quot;:536,&quot;../plots/attributes&quot;:538,&quot;../plots/frame_attributes&quot;:568,&quot;../plots/layout_attributes&quot;:582,&quot;../plots/polar/legacy/area_attributes&quot;:585,&quot;../plots/polar/legacy/axis_attributes&quot;:586,&quot;../registry&quot;:592,&quot;./edit_types&quot;:524,&quot;./plot_config&quot;:529}],531:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plots/attributes&quot;),a=&quot;templateitemname&quot;,o={name:{valType:&quot;string&quot;,editType:&quot;none&quot;}};function s(t){return t&amp;&amp;&quot;string&quot;==typeof t}function l(t){var e=t.length-1;return&quot;s&quot;!==t.charAt(e)&amp;&amp;n.warn(&quot;bad argument to arrayDefaultKey: &quot;+t),t.substr(0,t.length-1)+&quot;defaults&quot;}o[a]={valType:&quot;string&quot;,editType:&quot;calc&quot;},r.templatedArray=function(t,e){return e._isLinkedToArray=t,e.name=o.name,e[a]=o[a],e},r.traceTemplater=function(t){var e,r,a={};for(e in t)r=t[e],Array.isArray(r)&amp;&amp;r.length&amp;&amp;(a[e]=0);return{newTrace:function(o){var s={type:e=n.coerce(o,{},i,&quot;type&quot;),_template:null};if(e in a){r=t[e];var l=a[e]%r.length;a[e]++,s._template=r[l]}return s}}},r.newContainer=function(t,e,r){var i=t._template,a=i&amp;&amp;(i[e]||r&amp;&amp;i[r]);return n.isPlainObject(a)||(a=null),t[e]={_template:a}},r.arrayTemplater=function(t,e,r){var n=t._template,i=n&amp;&amp;n[l(e)],o=n&amp;&amp;n[e];Array.isArray(o)&amp;&amp;o.length||(o=[]);var u={};return{newItem:function(t){var e={name:t.name,_input:t},n=e[a]=t[a];if(!s(n))return e._template=i,e;for(var l=0;l&lt;o.length;l++){var c=o[l];if(c.name===n)return u[n]=1,e._template=c,e}return e[r]=t[r]||!1,e._template=!1,e},defaultItems:function(){for(var t=[],e=0;e&lt;o.length;e++){var r=o[e],n=r.name;if(s(n)&amp;&amp;!u[n]){var i={_template:r,name:n,_input:{_templateitemname:n}};i[a]=r[a],t.push(i),u[n]=1}}return t}}},r.arrayDefaultKey=l,r.arrayEditor=function(t,e,r){var i=(n.nestedProperty(t,e).get()||[]).length,o=r._index,s=o&gt;=i&amp;&amp;(r._input||{})._templateitemname;s&amp;&amp;(o=i);var l,u=e+&quot;[&quot;+o+&quot;]&quot;;function c(){l={},s&amp;&amp;(l[u]={},l[u][a]=s)}function f(t,e){s?n.nestedProperty(l[u],t).set(e):l[u+&quot;.&quot;+t]=e}function h(){var t=l;return c(),t}return c(),{modifyBase:function(t,e){l[t]=e},modifyItem:f,getUpdateObj:h,applyUpdate:function(e,r){e&amp;&amp;f(e,r);var i=h();for(var a in i)n.nestedProperty(t,a).set(i[a])}}}},{&quot;../lib&quot;:495,&quot;../plots/attributes&quot;:538}],532:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../registry&quot;),a=t(&quot;../plots/plots&quot;),o=t(&quot;../lib&quot;),s=t(&quot;../lib/clear_gl_canvases&quot;),l=t(&quot;../components/color&quot;),u=t(&quot;../components/drawing&quot;),c=t(&quot;../components/titles&quot;),f=t(&quot;../components/modebar&quot;),h=t(&quot;../plots/cartesian/axes&quot;),d=t(&quot;../constants/alignment&quot;),p=t(&quot;../plots/cartesian/constraints&quot;),g=p.enforce,v=p.clean,m=t(&quot;../plots/cartesian/autorange&quot;).doAutoRange,y=&quot;start&quot;,b=&quot;middle&quot;,x=&quot;end&quot;;function _(t,e,r){for(var n=0;n&lt;r.length;n++){var i=r[n][0],a=r[n][1];if(!(i[0]&gt;=t[1]||i[1]&lt;=t[0])&amp;&amp;(a[0]&lt;e[1]&amp;&amp;a[1]&gt;e[0]))return!0}return!1}function w(t){var e,i,a,s,c,p,g=t._fullLayout,v=g._size,m=v.p,y=h.list(t,&quot;&quot;,!0);if(g._paperdiv.style({width:t._context.responsive&amp;&amp;g.autosize&amp;&amp;!t._context._hasZeroWidth&amp;&amp;!t.layout.width?&quot;100%&quot;:g.width+&quot;px&quot;,height:t._context.responsive&amp;&amp;g.autosize&amp;&amp;!t._context._hasZeroHeight&amp;&amp;!t.layout.height?&quot;100%&quot;:g.height+&quot;px&quot;}).selectAll(&quot;.main-svg&quot;).call(u.setSize,g.width,g.height),t._context.setBackground(t,g.paper_bgcolor),r.drawMainTitle(t),f.manage(t),!g._has(&quot;cartesian&quot;))return t._promises.length&amp;&amp;Promise.all(t._promises);function b(t,e,r){var n=t._lw/2;return&quot;x&quot;===t._id.charAt(0)?e?&quot;top&quot;===r?e._offset-m-n:e._offset+e._length+m+n:v.t+v.h*(1-(t.position||0))+n%1:e?&quot;right&quot;===r?e._offset+e._length+m+n:e._offset-m-n:v.l+v.w*(t.position||0)+n%1}for(e=0;e&lt;y.length;e++){var x=(s=y[e])._anchorAxis;s._linepositions={},s._lw=u.crispRound(t,s.linewidth,1),s._mainLinePosition=b(s,x,s.side),s._mainMirrorPosition=s.mirror&amp;&amp;x?b(s,x,d.OPPOSITE_SIDE[s.side]):null}var w=[],M=[],k=[],E=1===l.opacity(g.paper_bgcolor)&amp;&amp;1===l.opacity(g.plot_bgcolor)&amp;&amp;g.paper_bgcolor===g.plot_bgcolor;for(i in g._plots)if((a=g._plots[i]).mainplot)a.bg&amp;&amp;a.bg.remove(),a.bg=void 0;else{var L=a.xaxis.domain,S=a.yaxis.domain,C=a.plotgroup;if(_(L,S,k)){var O=C.node(),R=a.bg=o.ensureSingle(C,&quot;rect&quot;,&quot;bg&quot;);O.insertBefore(R.node(),O.childNodes[0]),M.push(i)}else C.select(&quot;rect.bg&quot;).remove(),k.push([L,S]),E||(w.push(i),M.push(i))}var P,z,I,N,D,F,j,B,U,V,H,q,G,X=g._bgLayer.selectAll(&quot;.bg&quot;).data(w);for(X.enter().append(&quot;rect&quot;).classed(&quot;bg&quot;,!0),X.exit().remove(),X.each(function(t){g._plots[t].bg=n.select(this)}),e=0;e&lt;M.length;e++)a=g._plots[M[e]],c=a.xaxis,p=a.yaxis,a.bg&amp;&amp;a.bg.call(u.setRect,c._offset-m,p._offset-m,c._length+2*m,p._length+2*m).call(l.fill,g.plot_bgcolor).style(&quot;stroke-width&quot;,0);if(!g._hasOnlyLargeSploms)for(i in g._plots){a=g._plots[i],c=a.xaxis,p=a.yaxis;var W,Y,Z=a.clipId=&quot;clip&quot;+g._uid+i+&quot;plot&quot;,Q=o.ensureSingleById(g._clips,&quot;clipPath&quot;,Z,function(t){t.classed(&quot;plotclip&quot;,!0).append(&quot;rect&quot;)});a.clipRect=Q.select(&quot;rect&quot;).attr({width:c._length,height:p._length}),u.setTranslate(a.plot,c._offset,p._offset),a._hasClipOnAxisFalse?(W=null,Y=Z):(W=Z,Y=null),u.setClipUrl(a.plot,W,t),a.layerClipId=Y}function $(t){return&quot;M&quot;+P+&quot;,&quot;+t+&quot;H&quot;+z}function J(t){return&quot;M&quot;+c._offset+&quot;,&quot;+t+&quot;h&quot;+c._length}function K(t){return&quot;M&quot;+t+&quot;,&quot;+B+&quot;V&quot;+j}function tt(t){return&quot;M&quot;+t+&quot;,&quot;+p._offset+&quot;v&quot;+p._length}function et(t,e,r){if(!t.showline||i!==t._mainSubplot)return&quot;&quot;;if(!t._anchorAxis)return r(t._mainLinePosition);var n=e(t._mainLinePosition);return t.mirror&amp;&amp;(n+=e(t._mainMirrorPosition)),n}for(i in g._plots){a=g._plots[i],c=a.xaxis,p=a.yaxis;var rt=&quot;M0,0&quot;;A(c,i)&amp;&amp;(D=T(c,&quot;left&quot;,p,y),P=c._offset-(D?m+D:0),F=T(c,&quot;right&quot;,p,y),z=c._offset+c._length+(F?m+F:0),I=b(c,p,&quot;bottom&quot;),N=b(c,p,&quot;top&quot;),!(G=!c._anchorAxis||i!==c._mainSubplot)||&quot;allticks&quot;!==c.mirror&amp;&amp;&quot;all&quot;!==c.mirror||(c._linepositions[i]=[I,N]),rt=et(c,$,J),G&amp;&amp;c.showline&amp;&amp;(&quot;all&quot;===c.mirror||&quot;allticks&quot;===c.mirror)&amp;&amp;(rt+=$(I)+$(N)),a.xlines.style(&quot;stroke-width&quot;,c._lw+&quot;px&quot;).call(l.stroke,c.showline?c.linecolor:&quot;rgba(0,0,0,0)&quot;)),a.xlines.attr(&quot;d&quot;,rt);var nt=&quot;M0,0&quot;;A(p,i)&amp;&amp;(H=T(p,&quot;bottom&quot;,c,y),j=p._offset+p._length+(H?m:0),q=T(p,&quot;top&quot;,c,y),B=p._offset-(q?m:0),U=b(p,c,&quot;left&quot;),V=b(p,c,&quot;right&quot;),!(G=!p._anchorAxis||i!==p._mainSubplot)||&quot;allticks&quot;!==p.mirror&amp;&amp;&quot;all&quot;!==p.mirror||(p._linepositions[i]=[U,V]),nt=et(p,K,tt),G&amp;&amp;p.showline&amp;&amp;(&quot;all&quot;===p.mirror||&quot;allticks&quot;===p.mirror)&amp;&amp;(nt+=K(U)+K(V)),a.ylines.style(&quot;stroke-width&quot;,p._lw+&quot;px&quot;).call(l.stroke,p.showline?p.linecolor:&quot;rgba(0,0,0,0)&quot;)),a.ylines.attr(&quot;d&quot;,nt)}return h.makeClipPaths(t),t._promises.length&amp;&amp;Promise.all(t._promises)}function A(t,e){return(t.ticks||t.showline)&amp;&amp;(e===t._mainSubplot||&quot;all&quot;===t.mirror||&quot;allticks&quot;===t.mirror)}function M(t,e,r){if(!r.showline||!r._lw)return!1;if(&quot;all&quot;===r.mirror||&quot;allticks&quot;===r.mirror)return!0;var n=r._anchorAxis;if(!n)return!1;var i=d.FROM_BL[e];return r.side===e?n.domain[i]===t.domain[i]:r.mirror&amp;&amp;n.domain[1-i]===t.domain[1-i]}function T(t,e,r,n){if(M(t,e,r))return r._lw;for(var i=0;i&lt;n.length;i++){var a=n[i];if(a._mainAxis===r._mainAxis&amp;&amp;M(t,e,a))return a._lw}return 0}r.layoutStyles=function(t){return o.syncOrAsync([a.doAutoMargin,w],t)},r.drawMainTitle=function(t){var e=t._fullLayout,r=function(t){var e=t.title,r=b;o.isRightAnchor(e)?r=x:o.isLeftAnchor(e)&amp;&amp;(r=y);return r}(e),n=function(t){var e=t.title,r=&quot;0em&quot;;o.isTopAnchor(e)?r=d.CAP_SHIFT+&quot;em&quot;:o.isMiddleAnchor(e)&amp;&amp;(r=d.MID_SHIFT+&quot;em&quot;);return r}(e);c.draw(t,&quot;gtitle&quot;,{propContainer:e,propName:&quot;title.text&quot;,placeholder:e._dfltTitle.plot,attributes:{x:function(t,e){var r=t.title,n=t._size,i=0;e===y?i=r.pad.l:e===x&amp;&amp;(i=-r.pad.r);switch(r.xref){case&quot;paper&quot;:return n.l+n.w*r.x+i;case&quot;container&quot;:default:return t.width*r.x+i}}(e,r),y:function(t,e){var r=t.title,n=t._size,i=0;&quot;0em&quot;!==e&amp;&amp;e?e===d.CAP_SHIFT+&quot;em&quot;&amp;&amp;(i=r.pad.t):i=-r.pad.b;if(&quot;auto&quot;===r.y)return n.t/2;switch(r.yref){case&quot;paper&quot;:return n.t+n.h-n.h*r.y+i;case&quot;container&quot;:default:return t.height-t.height*r.y+i}}(e,n),&quot;text-anchor&quot;:r,dy:n}})},r.doTraceStyle=function(t){var e,n=t.calcdata,o=[];for(e=0;e&lt;n.length;e++){var l=n[e],u=l[0]||{},c=u.trace||{},f=c._module||{},h=f.arraysToCalcdata;h&amp;&amp;h(l,c);var d=f.editStyle;d&amp;&amp;o.push({fn:d,cd0:u})}if(o.length){for(e=0;e&lt;o.length;e++){var p=o[e];p.fn(t,p.cd0)}s(t),r.redrawReglTraces(t)}return a.style(t),i.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),a.previousPromises(t)},r.doColorBars=function(t){for(var e=0;e&lt;t.calcdata.length;e++){var r=t.calcdata[e][0];if((r.t||{}).cb){var n=r.trace,o=r.t.cb;i.traceIs(n,&quot;contour&quot;)&amp;&amp;o.line({width:!1!==n.contours.showlines?n.line.width:0,dash:n.line.dash,color:&quot;line&quot;===n.contours.coloring?o._opts.line.color:n.line.color});var s=n._module.colorbar.container,l=(s?n[s]:n).colorbar;o.options(l)()}}return a.previousPromises(t)},r.layoutReplot=function(t){var e=t.layout;return t.layout=void 0,i.call(&quot;plot&quot;,t,&quot;&quot;,e)},r.doLegend=function(t){return i.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),a.previousPromises(t)},r.doTicksRelayout=function(t){return h.draw(t,&quot;redraw&quot;),t._fullLayout._hasOnlyLargeSploms&amp;&amp;(i.subplotsRegistry.splom.updateGrid(t),s(t),r.redrawReglTraces(t)),r.drawMainTitle(t),a.previousPromises(t)},r.doModeBar=function(t){var e=t._fullLayout;f.manage(t);for(var r=0;r&lt;e._basePlotModules.length;r++){var n=e._basePlotModules[r].updateFx;n&amp;&amp;n(t)}return a.previousPromises(t)},r.doCamera=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n&lt;r.length;n++){var i=e[r[n]],a=i._scene,o=i.camera;a.setCamera(o)}},r.drawData=function(t){var e,n=t._fullLayout,o=t.calcdata;for(e=0;e&lt;o.length;e++){var l=o[e][0].trace;!0===l.visible&amp;&amp;l._module.colorbar||n._infolayer.select(&quot;.cb&quot;+l.uid).remove()}s(t);var u=n._basePlotModules;for(e=0;e&lt;u.length;e++)u[e].plot(t);return r.redrawReglTraces(t),a.style(t),i.getComponentMethod(&quot;shapes&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;annotations&quot;,&quot;draw&quot;)(t),n._replotting=!1,a.previousPromises(t)},r.redrawReglTraces=function(t){var e=t._fullLayout;if(e._has(&quot;regl&quot;)){var r,n,i=t._fullData,a=[],s=[];for(e._hasOnlyLargeSploms&amp;&amp;e._splomGrid.draw(),r=0;r&lt;i.length;r++){var l=i[r];!0===l.visible&amp;&amp;(&quot;splom&quot;===l.type?e._splomScenes[l.uid].draw():&quot;scattergl&quot;===l.type?o.pushUnique(a,l.xaxis+l.yaxis):&quot;scatterpolargl&quot;===l.type&amp;&amp;o.pushUnique(s,l.subplot))}for(r=0;r&lt;a.length;r++)(n=e._plots[a[r]])._scene&amp;&amp;n._scene.draw();for(r=0;r&lt;s.length;r++)(n=e[s[r]]._subplot)._scene&amp;&amp;n._scene.draw()}},r.doAutoRangeAndConstraints=function(t){for(var e,r=t._fullLayout,n=h.list(t,&quot;&quot;,!0),i=r._axisMatchGroups||[],a=0;a&lt;n.length;a++)e=n[a],v(t,e),m(t,e);g(t);t:for(var o=0;o&lt;i.length;o++){var s,l=i[o],u=null;for(s in l){if(!1===(e=h.getFromId(t,s)).autorange)continue t;u?u[0]&lt;u[1]?(u[0]=Math.min(u[0],e.range[0]),u[1]=Math.max(u[1],e.range[1])):(u[0]=Math.max(u[0],e.range[0]),u[1]=Math.min(u[1],e.range[1])):u=e.range}for(s in l)(e=h.getFromId(t,s)).range=u.slice(),e._input.range=u.slice(),e.setScale()}},r.finalDraw=function(t){i.getComponentMethod(&quot;shapes&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;images&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;annotations&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;rangeslider&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;rangeselector&quot;,&quot;draw&quot;)(t)},r.drawMarginPushers=function(t){i.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;rangeselector&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;sliders&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;updatemenus&quot;,&quot;draw&quot;)(t)}},{&quot;../components/color&quot;:376,&quot;../components/drawing&quot;:397,&quot;../components/modebar&quot;:435,&quot;../components/titles&quot;:464,&quot;../constants/alignment&quot;:471,&quot;../lib&quot;:495,&quot;../lib/clear_gl_canvases&quot;:483,&quot;../plots/cartesian/autorange&quot;:540,&quot;../plots/cartesian/axes&quot;:541,&quot;../plots/cartesian/constraints&quot;:548,&quot;../plots/plots&quot;:584,&quot;../registry&quot;:592,d3:81}],533:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=n.isPlainObject,a=t(&quot;./plot_schema&quot;),o=t(&quot;../plots/plots&quot;),s=t(&quot;../plots/attributes&quot;),l=t(&quot;./plot_template&quot;),u=t(&quot;./plot_config&quot;).dfltConfig;function c(t,e){t=n.extendDeep({},t);var r,a,o=Object.keys(t).sort();function s(e,r,n){if(i(r)&amp;&amp;i(e))c(e,r);else if(Array.isArray(r)&amp;&amp;Array.isArray(e)){var o=l.arrayTemplater({_template:t},n);for(a=0;a&lt;r.length;a++){var s=r[a],u=o.newItem(s)._template;u&amp;&amp;c(u,s)}var f=o.defaultItems();for(a=0;a&lt;f.length;a++)r.push(f[a]._template);for(a=0;a&lt;r.length;a++)delete r[a].templateitemname}}for(r=0;r&lt;o.length;r++){var u=o[r],h=t[u];if(u in e?s(h,e[u],u):e[u]=h,f(u)===u)for(var d in e){var p=f(d);d===p||p!==u||d in t||s(h,e[d],u)}}}function f(t){return t.replace(/[0-9]+$/,&quot;&quot;)}function h(t,e,r,a,o){var s=o&amp;&amp;r(o);for(var u in t){var c=t[u],p=d(t,u,a),g=d(t,u,o),v=r(g);if(!v){var m=f(u);m!==u&amp;&amp;(v=r(g=d(t,m,o)))}if((!s||s!==v)&amp;&amp;!(!v||v._noTemplating||&quot;data_array&quot;===v.valType||v.arrayOk&amp;&amp;Array.isArray(c)))if(!v.valType&amp;&amp;i(c))h(c,e,r,p,g);else if(v._isLinkedToArray&amp;&amp;Array.isArray(c))for(var y=!1,b=0,x={},_=0;_&lt;c.length;_++){var w=c[_];if(i(w)){var A=w.name;if(A)x[A]||(h(w,e,r,d(c,b,p),d(c,b,g)),b++,x[A]=1);else if(!y){var M=d(t,l.arrayDefaultKey(u),a),T=d(c,b,p);h(w,e,r,T,d(c,b,g));var k=n.nestedProperty(e,T);n.nestedProperty(e,M).set(k.get()),k.set(null),y=!0}}}else{n.nestedProperty(e,p).set(c)}}}function d(t,e,r){return r?Array.isArray(t)?r+&quot;[&quot;+e+&quot;]&quot;:r+&quot;.&quot;+e:e}function p(t){for(var e=0;e&lt;t.length;e++)if(i(t[e]))return!0}function g(t){var e;switch(t.code){case&quot;data&quot;:e=&quot;The template has no key data.&quot;;break;case&quot;layout&quot;:e=&quot;The template has no key layout.&quot;;break;case&quot;missing&quot;:e=t.path?&quot;There are no templates for item &quot;+t.path+&quot; with name &quot;+t.templateitemname:&quot;There are no templates for trace &quot;+t.index+&quot;, of type &quot;+t.traceType+&quot;.&quot;;break;case&quot;unused&quot;:e=t.path?&quot;The template item at &quot;+t.path+&quot; was not used in constructing the plot.&quot;:t.dataCount?&quot;Some of the templates of type &quot;+t.traceType+&quot; were not used. The template has &quot;+t.templateCount+&quot; traces, the data only has &quot;+t.dataCount+&quot; of this type.&quot;:&quot;The template has &quot;+t.templateCount+&quot; traces of type &quot;+t.traceType+&quot; but there are none in the data.&quot;;break;case&quot;reused&quot;:e=&quot;Some of the templates of type &quot;+t.traceType+&quot; were used more than once. The template has &quot;+t.templateCount+&quot; traces, the data has &quot;+t.dataCount+&quot; of this type.&quot;}return t.msg=e,t}r.makeTemplate=function(t){t=n.isPlainObject(t)?t:n.getGraphDiv(t),t=n.extendDeep({_context:u},{data:t.data,layout:t.layout}),o.supplyDefaults(t);var e=t.data||[],r=t.layout||{};r._basePlotModules=t._fullLayout._basePlotModules,r._modules=t._fullLayout._modules;var l={data:{},layout:{}};e.forEach(function(t){var e={};h(t,e,function(t,e){return a.getTraceValObject(t,n.nestedProperty({},e).parts)}.bind(null,t));var r=n.coerce(t,{},s,&quot;type&quot;),i=l.data[r];i||(i=l.data[r]=[]),i.push(e)}),h(r,l.layout,function(t,e){return a.getLayoutValObject(t,n.nestedProperty({},e).parts)}.bind(null,r)),delete l.layout.template;var f=r.template;if(i(f)){var d,p,g,v,m,y,b=f.layout;i(b)&amp;&amp;c(b,l.layout);var x=f.data;if(i(x)){for(p in l.data)if(g=x[p],Array.isArray(g)){for(y=(m=l.data[p]).length,v=g.length,d=0;d&lt;y;d++)c(g[d%v],m[d]);for(d=y;d&lt;v;d++)m.push(n.extendDeep({},g[d]))}for(p in x)p in l.data||(l.data[p]=n.extendDeep([],x[p]))}}return l},r.validateTemplate=function(t,e){var r=n.extendDeep({},{_context:u,data:t.data,layout:t.layout}),a=r.layout||{};i(e)||(e=a.template||{});var s=e.layout,l=e.data,c=[];r.layout=a,r.layout.template=e,o.supplyDefaults(r);var h=r._fullLayout,v=r._fullData,m={};if(i(s)?(!function t(e,r){for(var n in e)if(&quot;_&quot;!==n.charAt(0)&amp;&amp;i(e[n])){var a,o=f(n),s=[];for(a=0;a&lt;r.length;a++)s.push(d(e,n,r[a])),o!==n&amp;&amp;s.push(d(e,o,r[a]));for(a=0;a&lt;s.length;a++)m[s[a]]=1;t(e[n],s)}}(h,[&quot;layout&quot;]),function t(e,r){for(var n in e)if(-1===n.indexOf(&quot;defaults&quot;)&amp;&amp;i(e[n])){var a=d(e,n,r);m[a]?t(e[n],a):c.push({code:&quot;unused&quot;,path:a})}}(s,&quot;layout&quot;)):c.push({code:&quot;layout&quot;}),i(l)){for(var y,b={},x=0;x&lt;v.length;x++){var _=v[x];b[y=_.type]=(b[y]||0)+1,_._fullInput._template||c.push({code:&quot;missing&quot;,index:_._fullInput.index,traceType:y})}for(y in l){var w=l[y].length,A=b[y]||0;w&gt;A?c.push({code:&quot;unused&quot;,traceType:y,templateCount:w,dataCount:A}):A&gt;w&amp;&amp;c.push({code:&quot;reused&quot;,traceType:y,templateCount:w,dataCount:A})}}else c.push({code:&quot;data&quot;});if(function t(e,r){for(var n in e)if(&quot;_&quot;!==n.charAt(0)){var a=e[n],o=d(e,n,r);i(a)?(Array.isArray(e)&amp;&amp;!1===a._template&amp;&amp;a.templateitemname&amp;&amp;c.push({code:&quot;missing&quot;,path:o,templateitemname:a.templateitemname}),t(a,o)):Array.isArray(a)&amp;&amp;p(a)&amp;&amp;t(a,o)}}({data:v,layout:h},&quot;&quot;),c.length)return c.map(g)}},{&quot;../lib&quot;:495,&quot;../plots/attributes&quot;:538,&quot;../plots/plots&quot;:584,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530,&quot;./plot_template&quot;:531}],534:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./plot_api&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../snapshot/helpers&quot;),o=t(&quot;../snapshot/tosvg&quot;),s=t(&quot;../snapshot/svgtoimg&quot;),l={format:{valType:&quot;enumerated&quot;,values:[&quot;png&quot;,&quot;jpeg&quot;,&quot;webp&quot;,&quot;svg&quot;],dflt:&quot;png&quot;},width:{valType:&quot;number&quot;,min:1},height:{valType:&quot;number&quot;,min:1},scale:{valType:&quot;number&quot;,min:0,dflt:1},setBackground:{valType:&quot;any&quot;,dflt:!1},imageDataOnly:{valType:&quot;boolean&quot;,dflt:!1}},u=/^data:image\\/\\w+;base64,/;e.exports=function(t,e){var r,c,f;function h(t){return!(t in e)||i.validate(e[t],l[t])}if(e=e||{},i.isPlainObject(t)?(r=t.data||[],c=t.layout||{},f=t.config||{}):(t=i.getGraphDiv(t),r=i.extendDeep([],t.data),c=i.extendDeep({},t.layout),f=t._context),!h(&quot;width&quot;)||!h(&quot;height&quot;))throw new Error(&quot;Height and width should be pixel values.&quot;);if(!h(&quot;format&quot;))throw new Error(&quot;Image format is not jpeg, png, svg or webp.&quot;);var d={};function p(t,r){return i.coerce(e,d,l,t,r)}var g=p(&quot;format&quot;),v=p(&quot;width&quot;),m=p(&quot;height&quot;),y=p(&quot;scale&quot;),b=p(&quot;setBackground&quot;),x=p(&quot;imageDataOnly&quot;),_=document.createElement(&quot;div&quot;);_.style.position=&quot;absolute&quot;,_.style.left=&quot;-5000px&quot;,document.body.appendChild(_);var w=i.extendFlat({},c);v&amp;&amp;(w.width=v),m&amp;&amp;(w.height=m);var A=i.extendFlat({},f,{_exportedPlot:!0,staticPlot:!0,setBackground:b}),M=a.getRedrawFunc(_);function T(){return new Promise(function(t){setTimeout(t,a.getDelay(_._fullLayout))})}function k(){return new Promise(function(t,e){var r=o(_,g,y),a=_._fullLayout.width,l=_._fullLayout.height;if(n.purge(_),document.body.removeChild(_),&quot;svg&quot;===g)return t(x?r:&quot;data:image/svg+xml,&quot;+encodeURIComponent(r));var u=document.createElement(&quot;canvas&quot;);u.id=i.randstr(),s({format:g,width:a,height:l,scale:y,canvas:u,svg:r,promise:!0}).then(t).catch(e)})}return new Promise(function(t,e){n.plot(_,r,w,A).then(M).then(T).then(k).then(function(e){t(function(t){return x?t.replace(u,&quot;&quot;):t}(e))}).catch(function(t){e(t)})})}},{&quot;../lib&quot;:495,&quot;../snapshot/helpers&quot;:596,&quot;../snapshot/svgtoimg&quot;:598,&quot;../snapshot/tosvg&quot;:600,&quot;./plot_api&quot;:528}],535:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plots/plots&quot;),a=t(&quot;./plot_schema&quot;),o=t(&quot;./plot_config&quot;).dfltConfig,s=n.isPlainObject,l=Array.isArray,u=n.isArrayOrTypedArray;function c(t,e,r,i,a,o){o=o||[];for(var f=Object.keys(t),h=0;h&lt;f.length;h++){var v=f[h];if(&quot;transforms&quot;!==v){var m=o.slice();m.push(v);var y=t[v],b=e[v],x=g(r,v),_=&quot;info_array&quot;===(x||{}).valType,w=&quot;colorscale&quot;===(x||{}).valType,A=(x||{}).items;if(p(r,v))if(s(y)&amp;&amp;s(b))c(y,b,x,i,a,m);else if(_&amp;&amp;l(y)){y.length&gt;b.length&amp;&amp;i.push(d(&quot;unused&quot;,a,m.concat(b.length)));var M,T,k,E,L,S=b.length,C=Array.isArray(A);if(C&amp;&amp;(S=Math.min(S,A.length)),2===x.dimensions)for(T=0;T&lt;S;T++)if(l(y[T])){y[T].length&gt;b[T].length&amp;&amp;i.push(d(&quot;unused&quot;,a,m.concat(T,b[T].length)));var O=b[T].length;for(M=0;M&lt;(C?Math.min(O,A[T].length):O);M++)k=C?A[T][M]:A,E=y[T][M],L=b[T][M],n.validate(E,k)?L!==E&amp;&amp;L!==+E&amp;&amp;i.push(d(&quot;dynamic&quot;,a,m.concat(T,M),E,L)):i.push(d(&quot;value&quot;,a,m.concat(T,M),E))}else i.push(d(&quot;array&quot;,a,m.concat(T),y[T]));else for(T=0;T&lt;S;T++)k=C?A[T]:A,E=y[T],L=b[T],n.validate(E,k)?L!==E&amp;&amp;L!==+E&amp;&amp;i.push(d(&quot;dynamic&quot;,a,m.concat(T),E,L)):i.push(d(&quot;value&quot;,a,m.concat(T),E))}else if(x.items&amp;&amp;!_&amp;&amp;l(y)){var R,P,z=A[Object.keys(A)[0]],I=[];for(R=0;R&lt;b.length;R++){var N=b[R]._index||R;if((P=m.slice()).push(N),s(y[N])&amp;&amp;s(b[R])){I.push(N);var D=y[N],F=b[R];s(D)&amp;&amp;!1!==D.visible&amp;&amp;!1===F.visible?i.push(d(&quot;invisible&quot;,a,P)):c(D,F,z,i,a,P)}}for(R=0;R&lt;y.length;R++)(P=m.slice()).push(R),s(y[R])?-1===I.indexOf(R)&amp;&amp;i.push(d(&quot;unused&quot;,a,P)):i.push(d(&quot;object&quot;,a,P,y[R]))}else!s(y)&amp;&amp;s(b)?i.push(d(&quot;object&quot;,a,m,y)):u(y)||!u(b)||_||w?v in e?n.validate(y,x)?&quot;enumerated&quot;===x.valType&amp;&amp;(x.coerceNumber&amp;&amp;y!==+b||y!==b)&amp;&amp;i.push(d(&quot;dynamic&quot;,a,m,y,b)):i.push(d(&quot;value&quot;,a,m,y)):i.push(d(&quot;unused&quot;,a,m,y)):i.push(d(&quot;array&quot;,a,m,y));else i.push(d(&quot;schema&quot;,a,m))}}return i}e.exports=function(t,e){var r,u,f=a.get(),h=[],p={_context:n.extendFlat({},o)};l(t)?(p.data=n.extendDeep([],t),r=t):(p.data=[],r=[],h.push(d(&quot;array&quot;,&quot;data&quot;))),s(e)?(p.layout=n.extendDeep({},e),u=e):(p.layout={},u={},arguments.length&gt;1&amp;&amp;h.push(d(&quot;object&quot;,&quot;layout&quot;))),i.supplyDefaults(p);for(var g=p._fullData,v=r.length,m=0;m&lt;v;m++){var y=r[m],b=[&quot;data&quot;,m];if(s(y)){var x=g[m],_=x.type,w=f.traces[_].attributes;w.type={valType:&quot;enumerated&quot;,values:[_]},!1===x.visible&amp;&amp;!1!==y.visible&amp;&amp;h.push(d(&quot;invisible&quot;,b)),c(y,x,w,h,b);var A=y.transforms,M=x.transforms;if(A){l(A)||h.push(d(&quot;array&quot;,b,[&quot;transforms&quot;])),b.push(&quot;transforms&quot;);for(var T=0;T&lt;A.length;T++){var k=[&quot;transforms&quot;,T],E=A[T].type;if(s(A[T])){var L=f.transforms[E]?f.transforms[E].attributes:{};L.type={valType:&quot;enumerated&quot;,values:Object.keys(f.transforms)},c(A[T],M[T],L,h,b,k)}else h.push(d(&quot;object&quot;,b,k))}}}else h.push(d(&quot;object&quot;,b))}return c(u,p._fullLayout,function(t,e){for(var r=t.layout.layoutAttributes,i=0;i&lt;e.length;i++){var a=e[i],o=t.traces[a.type],s=o.layoutAttributes;s&amp;&amp;(a.subplot?n.extendFlat(r[o.attributes.subplot.dflt],s):n.extendFlat(r,s))}return r}(f,g),h,&quot;layout&quot;),0===h.length?void 0:h};var f={object:function(t,e){return(&quot;layout&quot;===t&amp;&amp;&quot;&quot;===e?&quot;The layout argument&quot;:&quot;data&quot;===t[0]&amp;&amp;&quot;&quot;===e?&quot;Trace &quot;+t[1]+&quot; in the data argument&quot;:h(t)+&quot;key &quot;+e)+&quot; must be linked to an object container&quot;},array:function(t,e){return(&quot;data&quot;===t?&quot;The data argument&quot;:h(t)+&quot;key &quot;+e)+&quot; must be linked to an array container&quot;},schema:function(t,e){return h(t)+&quot;key &quot;+e+&quot; is not part of the schema&quot;},unused:function(t,e,r){var n=s(r)?&quot;container&quot;:&quot;key&quot;;return h(t)+n+&quot; &quot;+e+&quot; did not get coerced&quot;},dynamic:function(t,e,r,n){return[h(t)+&quot;key&quot;,e,&quot;(set to &#x27;&quot;+r+&quot;&#x27;)&quot;,&quot;got reset to&quot;,&quot;&#x27;&quot;+n+&quot;&#x27;&quot;,&quot;during defaults.&quot;].join(&quot; &quot;)},invisible:function(t,e){return(e?h(t)+&quot;item &quot;+e:&quot;Trace &quot;+t[1])+&quot; got defaulted to be not visible&quot;},value:function(t,e,r){return[h(t)+&quot;key &quot;+e,&quot;is set to an invalid value (&quot;+r+&quot;)&quot;].join(&quot; &quot;)}};function h(t){return l(t)?&quot;In data trace &quot;+t[1]+&quot;, &quot;:&quot;In &quot;+t+&quot;, &quot;}function d(t,e,r,i,a){var o,s;r=r||&quot;&quot;,l(e)?(o=e[0],s=e[1]):(o=e,s=null);var u=function(t){if(!l(t))return String(t);for(var e=&quot;&quot;,r=0;r&lt;t.length;r++){var n=t[r];&quot;number&quot;==typeof n?e=e.substr(0,e.length-1)+&quot;[&quot;+n+&quot;]&quot;:e+=n,r&lt;t.length-1&amp;&amp;(e+=&quot;.&quot;)}return e}(r),c=f[t](e,u,i,a);return n.log(c),{code:t,container:o,trace:s,path:r,astr:u,msg:c}}function p(t,e){var r=m(e),n=r.keyMinusId,i=r.id;return!!(n in t&amp;&amp;t[n]._isSubplotObj&amp;&amp;i)||e in t}function g(t,e){return e in t?t[e]:t[m(e).keyMinusId]}var v=n.counterRegex(&quot;([a-z]+)&quot;);function m(t){var e=t.match(v);return{keyMinusId:e&amp;&amp;e[1],id:e&amp;&amp;e[2]}}},{&quot;../lib&quot;:495,&quot;../plots/plots&quot;:584,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530}],536:[function(t,e,r){&quot;use strict&quot;;e.exports={mode:{valType:&quot;enumerated&quot;,dflt:&quot;afterall&quot;,values:[&quot;immediate&quot;,&quot;next&quot;,&quot;afterall&quot;]},direction:{valType:&quot;enumerated&quot;,values:[&quot;forward&quot;,&quot;reverse&quot;],dflt:&quot;forward&quot;},fromcurrent:{valType:&quot;boolean&quot;,dflt:!1},frame:{duration:{valType:&quot;number&quot;,min:0,dflt:500},redraw:{valType:&quot;boolean&quot;,dflt:!0}},transition:{duration:{valType:&quot;number&quot;,min:0,dflt:500,editType:&quot;none&quot;},easing:{valType:&quot;enumerated&quot;,dflt:&quot;cubic-in-out&quot;,values:[&quot;linear&quot;,&quot;quad&quot;,&quot;cubic&quot;,&quot;sin&quot;,&quot;exp&quot;,&quot;circle&quot;,&quot;elastic&quot;,&quot;back&quot;,&quot;bounce&quot;,&quot;linear-in&quot;,&quot;quad-in&quot;,&quot;cubic-in&quot;,&quot;sin-in&quot;,&quot;exp-in&quot;,&quot;circle-in&quot;,&quot;elastic-in&quot;,&quot;back-in&quot;,&quot;bounce-in&quot;,&quot;linear-out&quot;,&quot;quad-out&quot;,&quot;cubic-out&quot;,&quot;sin-out&quot;,&quot;exp-out&quot;,&quot;circle-out&quot;,&quot;elastic-out&quot;,&quot;back-out&quot;,&quot;bounce-out&quot;,&quot;linear-in-out&quot;,&quot;quad-in-out&quot;,&quot;cubic-in-out&quot;,&quot;sin-in-out&quot;,&quot;exp-in-out&quot;,&quot;circle-in-out&quot;,&quot;elastic-in-out&quot;,&quot;back-in-out&quot;,&quot;bounce-in-out&quot;],editType:&quot;none&quot;},ordering:{valType:&quot;enumerated&quot;,values:[&quot;layout first&quot;,&quot;traces first&quot;],dflt:&quot;layout first&quot;,editType:&quot;none&quot;}}}},{}],537:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plot_api/plot_template&quot;);e.exports=function(t,e,r){var a,o,s=r.name,l=r.inclusionAttr||&quot;visible&quot;,u=e[s],c=n.isArrayOrTypedArray(t[s])?t[s]:[],f=e[s]=[],h=i.arrayTemplater(e,s,l);for(a=0;a&lt;c.length;a++){var d=c[a];n.isPlainObject(d)?o=h.newItem(d):(o=h.newItem({}))[l]=!1,o._index=a,!1!==o[l]&amp;&amp;r.handleItemDefaults(d,o,e,r),f.push(o)}var p=h.defaultItems();for(a=0;a&lt;p.length;a++)(o=p[a])._index=f.length,r.handleItemDefaults({},o,e,r,{}),f.push(o);if(n.isArrayOrTypedArray(u)){var g=Math.min(u.length,f.length);for(a=0;a&lt;g;a++)n.relinkPrivateKeys(f[a],u[a])}return f}},{&quot;../lib&quot;:495,&quot;../plot_api/plot_template&quot;:531}],538:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../components/fx/attributes&quot;);e.exports={type:{valType:&quot;enumerated&quot;,values:[],dflt:&quot;scatter&quot;,editType:&quot;calc+clearAxisTypes&quot;,_noTemplating:!0},visible:{valType:&quot;enumerated&quot;,values:[!0,!1,&quot;legendonly&quot;],dflt:!0,editType:&quot;calc&quot;},showlegend:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;style&quot;},legendgroup:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;style&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;style&quot;},name:{valType:&quot;string&quot;,editType:&quot;style&quot;},uid:{valType:&quot;string&quot;,editType:&quot;plot&quot;,anim:!0},ids:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;,anim:!0},customdata:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},selectedpoints:{valType:&quot;any&quot;,editType:&quot;calc&quot;},hoverinfo:{valType:&quot;flaglist&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;text&quot;,&quot;name&quot;],extras:[&quot;all&quot;,&quot;none&quot;,&quot;skip&quot;],arrayOk:!0,dflt:&quot;all&quot;,editType:&quot;none&quot;},hoverlabel:n.hoverlabel,stream:{token:{valType:&quot;string&quot;,noBlank:!0,strict:!0,editType:&quot;calc&quot;},maxpoints:{valType:&quot;number&quot;,min:0,max:1e4,dflt:500,editType:&quot;calc&quot;},editType:&quot;calc&quot;},transforms:{_isLinkedToArray:&quot;transform&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;}}},{&quot;../components/fx/attributes&quot;:406}],539:[function(t,e,r){&quot;use strict&quot;;e.exports={xaxis:{valType:&quot;subplotid&quot;,dflt:&quot;x&quot;,editType:&quot;calc+clearAxisTypes&quot;},yaxis:{valType:&quot;subplotid&quot;,dflt:&quot;y&quot;,editType:&quot;calc+clearAxisTypes&quot;}}},{}],540:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../constants/numerical&quot;).FP_SAFE,o=t(&quot;../../registry&quot;);function s(t,e){var r,n,a=[],o=l(e),s=u(t,e),c=s.min,f=s.max;if(0===c.length||0===f.length)return i.simpleMap(e.range,e.r2l);var h=c[0].val,d=f[0].val;for(r=1;r&lt;c.length&amp;&amp;h===d;r++)h=Math.min(h,c[r].val);for(r=1;r&lt;f.length&amp;&amp;h===d;r++)d=Math.max(d,f[r].val);var p=!1;if(e.range){var g=i.simpleMap(e.range,e.r2l);p=g[1]&lt;g[0]}&quot;reversed&quot;===e.autorange&amp;&amp;(p=!0,e.autorange=!0);var v,m,y,b,x,_,w=e.rangemode,A=&quot;tozero&quot;===w,M=&quot;nonnegative&quot;===w,T=e._length,k=T/10,E=0;for(r=0;r&lt;c.length;r++)for(v=c[r],n=0;n&lt;f.length;n++)(_=(m=f[n]).val-v.val)&gt;0&amp;&amp;((x=T-o(v)-o(m))&gt;k?_/x&gt;E&amp;&amp;(y=v,b=m,E=_/x):_/T&gt;E&amp;&amp;(y={val:v.val,pad:0},b={val:m.val,pad:0},E=_/T));if(h===d){var L=h-1,S=h+1;if(A)if(0===h)a=[0,1];else{var C=(h&gt;0?f:c).reduce(function(t,e){return Math.max(t,o(e))},0),O=h/(1-Math.min(.5,C/T));a=h&gt;0?[0,O]:[O,0]}else a=M?[Math.max(0,L),Math.max(1,S)]:[L,S]}else A?(y.val&gt;=0&amp;&amp;(y={val:0,pad:0}),b.val&lt;=0&amp;&amp;(b={val:0,pad:0})):M&amp;&amp;(y.val-E*o(y)&lt;0&amp;&amp;(y={val:0,pad:0}),b.val&lt;=0&amp;&amp;(b={val:1,pad:0})),E=(b.val-y.val)/(T-o(y)-o(b)),a=[y.val-E*o(y),b.val+E*o(b)];return p&amp;&amp;a.reverse(),i.simpleMap(a,e.l2r||Number)}function l(t){var e=t._length/20;return&quot;domain&quot;===t.constrain&amp;&amp;t._inputDomain&amp;&amp;(e*=(t._inputDomain[1]-t._inputDomain[0])/(t.domain[1]-t.domain[0])),function(t){return t.pad+(t.extrapad?e:0)}}function u(t,e){var r,n,i,a=e._id,o=t._fullData,s=t._fullLayout,l=[],u=[];function h(t,e){for(r=0;r&lt;e.length;r++){var o=t[e[r]],s=(o._extremes||{})[a];if(!0===o.visible&amp;&amp;s){for(n=0;n&lt;s.min.length;n++)i=s.min[n],c(l,i.val,i.pad,{extrapad:i.extrapad});for(n=0;n&lt;s.max.length;n++)i=s.max[n],f(u,i.val,i.pad,{extrapad:i.extrapad})}}}return h(o,e._traceIndices),h(s.annotations||[],e._annIndices||[]),h(s.shapes||[],e._shapeIndices||[]),{min:l,max:u}}function c(t,e,r,n){h(t,e,r,n,p)}function f(t,e,r,n){h(t,e,r,n,g)}function h(t,e,r,n,i){for(var a=n.tozero,o=n.extrapad,s=!0,l=0;l&lt;t.length&amp;&amp;s;l++){var u=t[l];if(i(u.val,e)&amp;&amp;u.pad&gt;=r&amp;&amp;(u.extrapad||!o)){s=!1;break}i(e,u.val)&amp;&amp;u.pad&lt;=r&amp;&amp;(o||!u.extrapad)&amp;&amp;(t.splice(l,1),l--)}if(s){var c=a&amp;&amp;0===e;t.push({val:e,pad:c?0:r,extrapad:!c&amp;&amp;o})}}function d(t){return n(t)&amp;&amp;Math.abs(t)&lt;a}function p(t,e){return t&lt;=e}function g(t,e){return t&gt;=e}e.exports={getAutoRange:s,makePadFn:l,doAutoRange:function(t,e){if(e.setScale(),e.autorange){e.range=s(t,e),e._r=e.range.slice(),e._rl=i.simpleMap(e._r,e.r2l);var r=e._input,n={};n[e._attr+&quot;.range&quot;]=e.range,n[e._attr+&quot;.autorange&quot;]=e.autorange,o.call(&quot;_storeDirectGUIEdit&quot;,t.layout,t._fullLayout._preGUI,n),r.range=e.range.slice(),r.autorange=e.autorange}var a=e._anchorAxis;if(a&amp;&amp;a.rangeslider){var l=a.rangeslider[e._name];l&amp;&amp;&quot;auto&quot;===l.rangemode&amp;&amp;(l.range=s(t,e)),a._input.rangeslider[e._name]=i.extendFlat({},l)}},findExtremes:function(t,e,r){r||(r={});t._m||t.setScale();var i,o,s,l,u,h,p,g,v,m=[],y=[],b=e.length,x=r.padded||!1,_=r.tozero&amp;&amp;(&quot;linear&quot;===t.type||&quot;-&quot;===t.type),w=&quot;log&quot;===t.type,A=!1;function M(t){if(Array.isArray(t))return A=!0,function(e){return Math.max(Number(t[e]||0),0)};var e=Math.max(Number(t||0),0);return function(){return e}}var T=M((t._m&gt;0?r.ppadplus:r.ppadminus)||r.ppad||0),k=M((t._m&gt;0?r.ppadminus:r.ppadplus)||r.ppad||0),E=M(r.vpadplus||r.vpad),L=M(r.vpadminus||r.vpad);if(!A){if(g=1/0,v=-1/0,w)for(i=0;i&lt;b;i++)(o=e[i])&lt;g&amp;&amp;o&gt;0&amp;&amp;(g=o),o&gt;v&amp;&amp;o&lt;a&amp;&amp;(v=o);else for(i=0;i&lt;b;i++)(o=e[i])&lt;g&amp;&amp;o&gt;-a&amp;&amp;(g=o),o&gt;v&amp;&amp;o&lt;a&amp;&amp;(v=o);e=[g,v],b=2}var S={tozero:_,extrapad:x};function C(r){s=e[r],n(s)&amp;&amp;(h=T(r),p=k(r),g=s-L(r),v=s+E(r),w&amp;&amp;g&lt;v/10&amp;&amp;(g=v/10),l=t.c2l(g),u=t.c2l(v),_&amp;&amp;(l=Math.min(0,l),u=Math.max(0,u)),d(l)&amp;&amp;c(m,l,p,S),d(u)&amp;&amp;f(y,u,h,S))}var O=Math.min(6,b);for(i=0;i&lt;O;i++)C(i);for(i=b-1;i&gt;=O;i--)C(i);return{min:m,max:y,opts:r}},concatExtremes:u}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;fast-isnumeric&quot;:90}],541:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../components/titles&quot;),c=t(&quot;../../components/color&quot;),f=t(&quot;../../components/drawing&quot;),h=t(&quot;./layout_attributes&quot;),d=t(&quot;./clean_ticks&quot;),p=t(&quot;../../constants/numerical&quot;),g=p.ONEAVGYEAR,v=p.ONEAVGMONTH,m=p.ONEDAY,y=p.ONEHOUR,b=p.ONEMIN,x=p.ONESEC,_=p.MINUS_SIGN,w=p.BADNUM,A=t(&quot;../../constants/alignment&quot;).MID_SHIFT,M=t(&quot;../../constants/alignment&quot;).LINE_SPACING,T=e.exports={};T.setConvert=t(&quot;./set_convert&quot;);var k=t(&quot;./axis_autotype&quot;),E=t(&quot;./axis_ids&quot;);T.id2name=E.id2name,T.name2id=E.name2id,T.cleanId=E.cleanId,T.list=E.list,T.listIds=E.listIds,T.getFromId=E.getFromId,T.getFromTrace=E.getFromTrace;var L=t(&quot;./autorange&quot;);T.getAutoRange=L.getAutoRange,T.findExtremes=L.findExtremes,T.coerceRef=function(t,e,r,n,i,a){var o=n.charAt(n.length-1),l=r._fullLayout._subplots[o+&quot;axis&quot;],u=n+&quot;ref&quot;,c={};return i||(i=l[0]||a),a||(a=i),c[u]={valType:&quot;enumerated&quot;,values:l.concat(a?[a]:[]),dflt:i},s.coerce(t,e,c,u)},T.coercePosition=function(t,e,r,n,i,a){var o,l;if(&quot;paper&quot;===n||&quot;pixel&quot;===n)o=s.ensureNumber,l=r(i,a);else{var u=T.getFromId(e,n);l=r(i,a=u.fraction2r(a)),o=u.cleanPos}t[i]=o(l)},T.cleanPosition=function(t,e,r){return(&quot;paper&quot;===r||&quot;pixel&quot;===r?s.ensureNumber:T.getFromId(e,r).cleanPos)(t)},T.redrawComponents=function(t,e){e=e||T.listIds(t);var r=t._fullLayout;function n(n,i,a,s){for(var l=o.getComponentMethod(n,i),u={},c=0;c&lt;e.length;c++)for(var f=r[T.id2name(e[c])][a],h=0;h&lt;f.length;h++){var d=f[h];if(!u[d]&amp;&amp;(l(t,d),u[d]=1,s))return}}n(&quot;annotations&quot;,&quot;drawOne&quot;,&quot;_annIndices&quot;),n(&quot;shapes&quot;,&quot;drawOne&quot;,&quot;_shapeIndices&quot;),n(&quot;images&quot;,&quot;draw&quot;,&quot;_imgIndices&quot;,!0)};var S=T.getDataConversions=function(t,e,r,n){var i,a=&quot;x&quot;===r||&quot;y&quot;===r||&quot;z&quot;===r?r:n;if(Array.isArray(a)){if(i={type:k(n),_categories:[]},T.setConvert(i),&quot;category&quot;===i.type)for(var o=0;o&lt;n.length;o++)i.d2c(n[o])}else i=T.getFromTrace(t,e,a);return i?{d2c:i.d2c,c2d:i.c2d}:&quot;ids&quot;===a?{d2c:O,c2d:O}:{d2c:C,c2d:C}};function C(t){return+t}function O(t){return String(t)}T.getDataToCoordFunc=function(t,e,r,n){return S(t,e,r,n).d2c},T.counterLetter=function(t){var e=t.charAt(0);return&quot;x&quot;===e?&quot;y&quot;:&quot;y&quot;===e?&quot;x&quot;:void 0},T.minDtick=function(t,e,r,n){-1===[&quot;log&quot;,&quot;category&quot;,&quot;multicategory&quot;].indexOf(t.type)&amp;&amp;n?void 0===t._minDtick?(t._minDtick=e,t._forceTick0=r):t._minDtick&amp;&amp;((t._minDtick/e+1e-6)%1&lt;2e-6&amp;&amp;((r-t._forceTick0)/e%1+1.000001)%1&lt;2e-6?(t._minDtick=e,t._forceTick0=r):((e/t._minDtick+1e-6)%1&gt;2e-6||((r-t._forceTick0)/t._minDtick%1+1.000001)%1&gt;2e-6)&amp;&amp;(t._minDtick=0)):t._minDtick=0},T.saveRangeInitial=function(t,e){for(var r=T.list(t,&quot;&quot;,!0),n=!1,i=0;i&lt;r.length;i++){var a=r[i],o=void 0===a._rangeInitial,s=o||!(a.range[0]===a._rangeInitial[0]&amp;&amp;a.range[1]===a._rangeInitial[1]);(o&amp;&amp;!1===a.autorange||e&amp;&amp;s)&amp;&amp;(a._rangeInitial=a.range.slice(),n=!0)}return n},T.saveShowSpikeInitial=function(t,e){for(var r=T.list(t,&quot;&quot;,!0),n=!1,i=&quot;on&quot;,a=0;a&lt;r.length;a++){var o=r[a],s=void 0===o._showSpikeInitial,l=s||!(o.showspikes===o._showspikes);(s||e&amp;&amp;l)&amp;&amp;(o._showSpikeInitial=o.showspikes,n=!0),&quot;on&quot;!==i||o.showspikes||(i=&quot;off&quot;)}return t._fullLayout._cartesianSpikesEnabled=i,n},T.autoBin=function(t,e,r,n,a,o){var l,u=s.aggNums(Math.min,null,t),c=s.aggNums(Math.max,null,t);if(&quot;category&quot;===e.type||&quot;multicategory&quot;===e.type)return{start:u-.5,end:c+.5,size:Math.max(1,Math.round(o)||1),_dataSpan:c-u};if(a||(a=e.calendar),l=&quot;log&quot;===e.type?{type:&quot;linear&quot;,range:[u,c]}:{type:e.type,range:s.simpleMap([u,c],e.c2r,0,a),calendar:a},T.setConvert(l),o=o&amp;&amp;d.dtick(o,l.type))l.dtick=o,l.tick0=d.tick0(void 0,l.type,a);else{var f;if(r)f=(c-u)/r;else{var h=s.distinctVals(t),p=Math.pow(10,Math.floor(Math.log(h.minDiff)/Math.LN10)),g=p*s.roundUp(h.minDiff/p,[.9,1.9,4.9,9.9],!0);f=Math.max(g,2*s.stdev(t)/Math.pow(t.length,n?.25:.4)),i(f)||(f=1)}T.autoTicks(l,f)}var v,y=l.dtick,b=T.tickIncrement(T.tickFirst(l),y,&quot;reverse&quot;,a);if(&quot;number&quot;==typeof y)v=(b=function(t,e,r,n,a){var o=0,s=0,l=0,u=0;function c(e){return(1+100*(e-t)/r.dtick)%100&lt;2}for(var f=0;f&lt;e.length;f++)e[f]%1==0?l++:i(e[f])||u++,c(e[f])&amp;&amp;o++,c(e[f]+r.dtick/2)&amp;&amp;s++;var h=e.length-u;if(l===h&amp;&amp;&quot;date&quot;!==r.type)r.dtick&lt;1?t=n-.5*r.dtick:(t-=.5)+r.dtick&lt;n&amp;&amp;(t+=r.dtick);else if(s&lt;.1*h&amp;&amp;(o&gt;.3*h||c(n)||c(a))){var d=r.dtick/2;t+=t+d&lt;n?d:-d}return t}(b,t,l,u,c))+(1+Math.floor((c-b)/y))*y;else for(&quot;M&quot;===l.dtick.charAt(0)&amp;&amp;(b=function(t,e,r,n,i){var a=s.findExactDates(e,i);if(a.exactDays&gt;.8){var o=Number(r.substr(1));a.exactYears&gt;.8&amp;&amp;o%12==0?t=T.tickIncrement(t,&quot;M6&quot;,&quot;reverse&quot;)+1.5*m:a.exactMonths&gt;.8?t=T.tickIncrement(t,&quot;M1&quot;,&quot;reverse&quot;)+15.5*m:t-=m/2;var l=T.tickIncrement(t,r);if(l&lt;=n)return l}return t}(b,t,y,u,a)),v=b,0;v&lt;=c;)v=T.tickIncrement(v,y,!1,a),0;return{start:e.c2r(b,0,a),end:e.c2r(v,0,a),size:y,_dataSpan:c-u}},T.prepTicks=function(t){var e=s.simpleMap(t.range,t.r2l);if(&quot;auto&quot;===t.tickmode||!t.dtick){var r,n=t.nticks;n||(&quot;category&quot;===t.type||&quot;multicategory&quot;===t.type?(r=t.tickfont?1.2*(t.tickfont.size||12):15,n=t._length/r):(r=&quot;y&quot;===t._id.charAt(0)?40:80,n=s.constrain(t._length/r,4,9)+1),&quot;radialaxis&quot;===t._name&amp;&amp;(n*=2)),&quot;array&quot;===t.tickmode&amp;&amp;(n*=100),T.autoTicks(t,Math.abs(e[1]-e[0])/n),t._minDtick&gt;0&amp;&amp;t.dtick&lt;2*t._minDtick&amp;&amp;(t.dtick=t._minDtick,t.tick0=t.l2r(t._forceTick0))}t.tick0||(t.tick0=&quot;date&quot;===t.type?&quot;2000-01-01&quot;:0),&quot;date&quot;===t.type&amp;&amp;t.dtick&lt;.1&amp;&amp;(t.dtick=.1),B(t)},T.calcTicks=function(t){T.prepTicks(t);var e=s.simpleMap(t.range,t.r2l);if(&quot;array&quot;===t.tickmode)return function(t){var e=t.tickvals,r=t.ticktext,n=new Array(e.length),i=s.simpleMap(t.range,t.r2l),a=1.0001*i[0]-1e-4*i[1],o=1.0001*i[1]-1e-4*i[0],l=Math.min(a,o),u=Math.max(a,o),c=0;Array.isArray(r)||(r=[]);var f=&quot;category&quot;===t.type?t.d2l_noadd:t.d2l;&quot;log&quot;===t.type&amp;&amp;&quot;L&quot;!==String(t.dtick).charAt(0)&amp;&amp;(t.dtick=&quot;L&quot;+Math.pow(10,Math.floor(Math.min(t.range[0],t.range[1]))-1));for(var h=0;h&lt;e.length;h++){var d=f(e[h]);d&gt;l&amp;&amp;d&lt;u&amp;&amp;(void 0===r[h]?n[c]=T.tickText(t,d):n[c]=U(t,d,String(r[h])),c++)}c&lt;e.length&amp;&amp;n.splice(c,e.length-c);return n}(t);t._tmin=T.tickFirst(t);var r=1.0001*e[0]-1e-4*e[1],n=1.0001*e[1]-1e-4*e[0],i=e[1]&lt;e[0];if(t._tmin&lt;r!==i)return[];var a=[];&quot;category&quot;!==t.type&amp;&amp;&quot;multicategory&quot;!==t.type||(n=i?Math.max(-.5,n):Math.min(t._categories.length-.5,n));for(var o=null,l=Math.max(1e3,t._length||0),u=t._tmin;(i?u&gt;=n:u&lt;=n)&amp;&amp;!(a.length&gt;l||u===o);u=T.tickIncrement(u,t.dtick,i,t.calendar))o=u,a.push(u);rt(t)&amp;&amp;360===Math.abs(e[1]-e[0])&amp;&amp;a.pop(),t._tmax=a[a.length-1],t._prevDateHead=&quot;&quot;,t._inCalcTicks=!0;for(var c=new Array(a.length),f=0;f&lt;a.length;f++)c[f]=T.tickText(t,a[f]);return t._inCalcTicks=!1,c};var R=[2,5,10],P=[1,2,3,6,12],z=[1,2,5,10,15,30],I=[1,2,3,7,14],N=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],D=[-.301,0,.301,.699,1],F=[15,30,45,90,180];function j(t,e,r){return e*s.roundUp(t/e,r)}function B(t){var e=t.dtick;if(t._tickexponent=0,i(e)||&quot;string&quot;==typeof e||(e=1),&quot;category&quot;!==t.type&amp;&amp;&quot;multicategory&quot;!==t.type||(t._tickround=null),&quot;date&quot;===t.type){var r=t.r2l(t.tick0),n=t.l2r(r).replace(/(^-|i)/g,&quot;&quot;),a=n.length;if(&quot;M&quot;===String(e).charAt(0))a&gt;10||&quot;01-01&quot;!==n.substr(5)?t._tickround=&quot;d&quot;:t._tickround=+e.substr(1)%12==0?&quot;y&quot;:&quot;m&quot;;else if(e&gt;=m&amp;&amp;a&lt;=10||e&gt;=15*m)t._tickround=&quot;d&quot;;else if(e&gt;=b&amp;&amp;a&lt;=16||e&gt;=y)t._tickround=&quot;M&quot;;else if(e&gt;=x&amp;&amp;a&lt;=19||e&gt;=b)t._tickround=&quot;S&quot;;else{var o=t.l2r(r+e).replace(/^-/,&quot;&quot;).length;t._tickround=Math.max(a,o)-20,t._tickround&lt;0&amp;&amp;(t._tickround=4)}}else if(i(e)||&quot;L&quot;===e.charAt(0)){var s=t.range.map(t.r2d||Number);i(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var l=Math.max(Math.abs(s[0]),Math.abs(s[1])),u=Math.floor(Math.log(l)/Math.LN10+.01);Math.abs(u)&gt;3&amp;&amp;(H(t.exponentformat)&amp;&amp;!q(u)?t._tickexponent=3*Math.round((u-1)/3):t._tickexponent=u)}else t._tickround=null}function U(t,e,r){var n=t.tickfont||{};return{x:e,dx:0,dy:0,text:r||&quot;&quot;,fontSize:n.size,font:n.family,fontColor:n.color}}T.autoTicks=function(t,e){var r;function n(t){return Math.pow(t,Math.floor(Math.log(e)/Math.LN10))}if(&quot;date&quot;===t.type){t.tick0=s.dateTick0(t.calendar);var a=2*e;a&gt;g?(e/=g,r=n(10),t.dtick=&quot;M&quot;+12*j(e,r,R)):a&gt;v?(e/=v,t.dtick=&quot;M&quot;+j(e,1,P)):a&gt;m?(t.dtick=j(e,m,I),t.tick0=s.dateTick0(t.calendar,!0)):a&gt;y?t.dtick=j(e,y,P):a&gt;b?t.dtick=j(e,b,z):a&gt;x?t.dtick=j(e,x,z):(r=n(10),t.dtick=j(e,r,R))}else if(&quot;log&quot;===t.type){t.tick0=0;var o=s.simpleMap(t.range,t.r2l);if(e&gt;.7)t.dtick=Math.ceil(e);else if(Math.abs(o[1]-o[0])&lt;1){var l=1.5*Math.abs((o[1]-o[0])/e);e=Math.abs(Math.pow(10,o[1])-Math.pow(10,o[0]))/l,r=n(10),t.dtick=&quot;L&quot;+j(e,r,R)}else t.dtick=e&gt;.3?&quot;D2&quot;:&quot;D1&quot;}else&quot;category&quot;===t.type||&quot;multicategory&quot;===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):rt(t)?(t.tick0=0,r=1,t.dtick=j(e,r,F)):(t.tick0=0,r=n(10),t.dtick=j(e,r,R));if(0===t.dtick&amp;&amp;(t.dtick=1),!i(t.dtick)&amp;&amp;&quot;string&quot;!=typeof t.dtick){var u=t.dtick;throw t.dtick=1,&quot;ax.dtick error: &quot;+String(u)}},T.tickIncrement=function(t,e,r,a){var o=r?-1:1;if(i(e))return t+o*e;var l=e.charAt(0),u=o*Number(e.substr(1));if(&quot;M&quot;===l)return s.incrementMonth(t,u,a);if(&quot;L&quot;===l)return Math.log(Math.pow(10,t)+u)/Math.LN10;if(&quot;D&quot;===l){var c=&quot;D2&quot;===e?D:N,f=t+.01*o,h=s.roundUp(s.mod(f,1),c,r);return Math.floor(f)+Math.log(n.round(Math.pow(10,h),1))/Math.LN10}throw&quot;unrecognized dtick &quot;+String(e)},T.tickFirst=function(t){var e=t.r2l||Number,r=s.simpleMap(t.range,e),a=r[1]&lt;r[0],o=a?Math.floor:Math.ceil,l=1.0001*r[0]-1e-4*r[1],u=t.dtick,c=e(t.tick0);if(i(u)){var f=o((l-c)/u)*u+c;return&quot;category&quot;!==t.type&amp;&amp;&quot;multicategory&quot;!==t.type||(f=s.constrain(f,0,t._categories.length-1)),f}var h=u.charAt(0),d=Number(u.substr(1));if(&quot;M&quot;===h){for(var p,g,v,m=0,y=c;m&lt;10;){if(((p=T.tickIncrement(y,u,a,t.calendar))-l)*(y-l)&lt;=0)return a?Math.min(y,p):Math.max(y,p);g=(l-(y+p)/2)/(p-y),v=h+(Math.abs(Math.round(g))||1)*d,y=T.tickIncrement(y,v,g&lt;0?!a:a,t.calendar),m++}return s.error(&quot;tickFirst did not converge&quot;,t),y}if(&quot;L&quot;===h)return Math.log(o((Math.pow(10,l)-c)/d)*d+c)/Math.LN10;if(&quot;D&quot;===h){var b=&quot;D2&quot;===u?D:N,x=s.roundUp(s.mod(l,1),b,a);return Math.floor(l)+Math.log(n.round(Math.pow(10,x),1))/Math.LN10}throw&quot;unrecognized dtick &quot;+String(u)},T.tickText=function(t,e,r){var n,a=U(t,e),o=&quot;array&quot;===t.tickmode,l=r||o,u=t.type,c=&quot;category&quot;===u?t.d2l_noadd:t.d2l;if(o&amp;&amp;Array.isArray(t.ticktext)){var f=s.simpleMap(t.range,t.r2l),h=Math.abs(f[1]-f[0])/1e4;for(n=0;n&lt;t.ticktext.length&amp;&amp;!(Math.abs(e-c(t.tickvals[n]))&lt;h);n++);if(n&lt;t.ticktext.length)return a.text=String(t.ticktext[n]),a}function d(n){if(void 0===n)return!0;if(r)return&quot;none&quot;===n;var i={first:t._tmin,last:t._tmax}[n];return&quot;all&quot;!==n&amp;&amp;e!==i}var p=r?&quot;never&quot;:&quot;none&quot;!==t.exponentformat&amp;&amp;d(t.showexponent)?&quot;hide&quot;:&quot;&quot;;if(&quot;date&quot;===u?function(t,e,r,n){var a=t._tickround,o=r&amp;&amp;t.hoverformat||T.getTickFormat(t);n&amp;&amp;(a=i(a)?4:{y:&quot;m&quot;,m:&quot;d&quot;,d:&quot;M&quot;,M:&quot;S&quot;,S:4}[a]);var l,u=s.formatDate(e.x,o,a,t._dateFormat,t.calendar,t._extraFormat),c=u.indexOf(&quot;\\n&quot;);-1!==c&amp;&amp;(l=u.substr(c+1),u=u.substr(0,c));n&amp;&amp;(&quot;00:00:00&quot;===u||&quot;00:00&quot;===u?(u=l,l=&quot;&quot;):8===u.length&amp;&amp;(u=u.replace(/:00$/,&quot;&quot;)));l&amp;&amp;(r?&quot;d&quot;===a?u+=&quot;, &quot;+l:u=l+(u?&quot;, &quot;+u:&quot;&quot;):t._inCalcTicks&amp;&amp;l===t._prevDateHead||(u+=&quot;&lt;br&gt;&quot;+l,t._prevDateHead=l));e.text=u}(t,a,r,l):&quot;log&quot;===u?function(t,e,r,n,a){var o=t.dtick,l=e.x,u=t.tickformat,c=&quot;string&quot;==typeof o&amp;&amp;o.charAt(0);&quot;never&quot;===a&amp;&amp;(a=&quot;&quot;);n&amp;&amp;&quot;L&quot;!==c&amp;&amp;(o=&quot;L3&quot;,c=&quot;L&quot;);if(u||&quot;L&quot;===c)e.text=G(Math.pow(10,l),t,a,n);else if(i(o)||&quot;D&quot;===c&amp;&amp;s.mod(l+.01,1)&lt;.1){var f=Math.round(l),h=Math.abs(f),d=t.exponentformat;&quot;power&quot;===d||H(d)&amp;&amp;q(f)?(e.text=0===f?1:1===f?&quot;10&quot;:&quot;10&lt;sup&gt;&quot;+(f&gt;1?&quot;&quot;:_)+h+&quot;&lt;/sup&gt;&quot;,e.fontSize*=1.25):(&quot;e&quot;===d||&quot;E&quot;===d)&amp;&amp;h&gt;2?e.text=&quot;1&quot;+d+(f&gt;0?&quot;+&quot;:_)+h:(e.text=G(Math.pow(10,l),t,&quot;&quot;,&quot;fakehover&quot;),&quot;D1&quot;===o&amp;&amp;&quot;y&quot;===t._id.charAt(0)&amp;&amp;(e.dy-=e.fontSize/6))}else{if(&quot;D&quot;!==c)throw&quot;unrecognized dtick &quot;+String(o);e.text=String(Math.round(Math.pow(10,s.mod(l,1)))),e.fontSize*=.75}if(&quot;D1&quot;===t.dtick){var p=String(e.text).charAt(0);&quot;0&quot;!==p&amp;&amp;&quot;1&quot;!==p||(&quot;y&quot;===t._id.charAt(0)?e.dx-=e.fontSize/4:(e.dy+=e.fontSize/2,e.dx+=(t.range[1]&gt;t.range[0]?1:-1)*e.fontSize*(l&lt;0?.5:.25)))}}(t,a,0,l,p):&quot;category&quot;===u?function(t,e){var r=t._categories[Math.round(e.x)];void 0===r&amp;&amp;(r=&quot;&quot;);e.text=String(r)}(t,a):&quot;multicategory&quot;===u?function(t,e,r){var n=Math.round(e.x),i=t._categories[n]||[],a=void 0===i[1]?&quot;&quot;:String(i[1]),o=void 0===i[0]?&quot;&quot;:String(i[0]);r?e.text=o+&quot; - &quot;+a:(e.text=a,e.text2=o)}(t,a,r):rt(t)?function(t,e,r,n,i){if(&quot;radians&quot;!==t.thetaunit||r)e.text=G(e.x,t,i,n);else{var a=e.x/180;if(0===a)e.text=&quot;0&quot;;else{var o=function(t){function e(t,e){return Math.abs(t-e)&lt;=1e-6}var r=function(t){var r=1;for(;!e(Math.round(t*r)/r,t);)r*=10;return r}(t),n=t*r,i=Math.abs(function t(r,n){return e(n,0)?r:t(n,r%n)}(n,r));return[Math.round(n/i),Math.round(r/i)]}(a);if(o[1]&gt;=100)e.text=G(s.deg2rad(e.x),t,i,n);else{var l=e.x&lt;0;1===o[1]?1===o[0]?e.text=&quot;\\u03c0&quot;:e.text=o[0]+&quot;\\u03c0&quot;:e.text=[&quot;&lt;sup&gt;&quot;,o[0],&quot;&lt;/sup&gt;&quot;,&quot;\\u2044&quot;,&quot;&lt;sub&gt;&quot;,o[1],&quot;&lt;/sub&gt;&quot;,&quot;\\u03c0&quot;].join(&quot;&quot;),l&amp;&amp;(e.text=_+e.text)}}}}(t,a,r,l,p):function(t,e,r,n,i){&quot;never&quot;===i?i=&quot;&quot;:&quot;all&quot;===t.showexponent&amp;&amp;Math.abs(e.x/t.dtick)&lt;1e-6&amp;&amp;(i=&quot;hide&quot;);e.text=G(e.x,t,i,n)}(t,a,0,l,p),t.tickprefix&amp;&amp;!d(t.showtickprefix)&amp;&amp;(a.text=t.tickprefix+a.text),t.ticksuffix&amp;&amp;!d(t.showticksuffix)&amp;&amp;(a.text+=t.ticksuffix),&quot;boundaries&quot;===t.tickson||t.showdividers){var g=function(e){var r=t.l2p(e);return r&gt;=0&amp;&amp;r&lt;=t._length?e:null};a.xbnd=[g(a.x-.5),g(a.x+t.dtick-.5)]}return a},T.hoverLabelText=function(t,e,r){if(r!==w&amp;&amp;r!==e)return T.hoverLabelText(t,e)+&quot; - &quot;+T.hoverLabelText(t,r);var n=&quot;log&quot;===t.type&amp;&amp;e&lt;=0,i=T.tickText(t,t.c2l(n?-e:e),&quot;hover&quot;).text;return n?0===e?&quot;0&quot;:_+i:i};var V=[&quot;f&quot;,&quot;p&quot;,&quot;n&quot;,&quot;\\u03bc&quot;,&quot;m&quot;,&quot;&quot;,&quot;k&quot;,&quot;M&quot;,&quot;G&quot;,&quot;T&quot;];function H(t){return&quot;SI&quot;===t||&quot;B&quot;===t}function q(t){return t&gt;14||t&lt;-15}function G(t,e,r,n){var a=t&lt;0,o=e._tickround,l=r||e.exponentformat||&quot;B&quot;,u=e._tickexponent,c=T.getTickFormat(e),f=e.separatethousands;if(n){var h={exponentformat:l,dtick:&quot;none&quot;===e.showexponent?e.dtick:i(t)&amp;&amp;Math.abs(t)||1,range:&quot;none&quot;===e.showexponent?e.range.map(e.r2d):[0,t||1]};B(h),o=(Number(h._tickround)||0)+4,u=h._tickexponent,e.hoverformat&amp;&amp;(c=e.hoverformat)}if(c)return e._numFormat(c)(t).replace(/-/g,_);var d,p=Math.pow(10,-o)/2;if(&quot;none&quot;===l&amp;&amp;(u=0),(t=Math.abs(t))&lt;p)t=&quot;0&quot;,a=!1;else{if(t+=p,u&amp;&amp;(t*=Math.pow(10,-u),o+=u),0===o)t=String(Math.floor(t));else if(o&lt;0){t=(t=String(Math.round(t))).substr(0,t.length+o);for(var g=o;g&lt;0;g++)t+=&quot;0&quot;}else{var v=(t=String(t)).indexOf(&quot;.&quot;)+1;v&amp;&amp;(t=t.substr(0,v+o).replace(/\\.?0+$/,&quot;&quot;))}t=s.numSeparate(t,e._separators,f)}u&amp;&amp;&quot;hide&quot;!==l&amp;&amp;(H(l)&amp;&amp;q(u)&amp;&amp;(l=&quot;power&quot;),d=u&lt;0?_+-u:&quot;power&quot;!==l?&quot;+&quot;+u:String(u),&quot;e&quot;===l||&quot;E&quot;===l?t+=l+d:&quot;power&quot;===l?t+=&quot;\\xd710&lt;sup&gt;&quot;+d+&quot;&lt;/sup&gt;&quot;:&quot;B&quot;===l&amp;&amp;9===u?t+=&quot;B&quot;:H(l)&amp;&amp;(t+=V[u/3+5]));return a?_+t:t}function X(t,e){var r=t._id.charAt(0),n=t._tickAngles[e]||0,i=s.deg2rad(n),a=Math.sin(i),o=Math.cos(i),l=0,u=0;return t._selections[e].each(function(){var t=Q(this),e=f.bBox(t.node()),r=e.width,n=e.height;l=Math.max(l,o*r,a*n),u=Math.max(u,a*r,o*n)}),{x:u,y:l}[r]}function W(t){return[t.text,t.x,t.axInfo,t.font,t.fontSize,t.fontColor].join(&quot;_&quot;)}function Y(t,e){var r,n=t._fullLayout._size,i=e._id.charAt(0),a=e.side;return&quot;free&quot;!==e.anchor?r=E.getFromId(t,e.anchor):&quot;x&quot;===i?r={_offset:n.t+(1-(e.position||0))*n.h,_length:0}:&quot;y&quot;===i&amp;&amp;(r={_offset:n.l+(e.position||0)*n.w,_length:0}),&quot;top&quot;===a||&quot;left&quot;===a?r._offset:&quot;bottom&quot;===a||&quot;right&quot;===a?r._offset+r._length:void 0}function Z(t,e){var r=t.l2p(e);return r&gt;1&amp;&amp;r&lt;t._length-1}function Q(t){var e=n.select(t),r=e.select(&quot;.text-math-group&quot;);return r.empty()?e.select(&quot;text&quot;):r}function $(t){return t._id+&quot;.automargin&quot;}function J(t){return t._id+&quot;.rangeslider&quot;}function K(t,e){for(var r=0;r&lt;e.length;r++)-1===t.indexOf(e[r])&amp;&amp;t.push(e[r])}function tt(t,e,r){var n,i,a=[],o=[],l=t.layout;for(n=0;n&lt;e.length;n++)a.push(T.getFromId(t,e[n]));for(n=0;n&lt;r.length;n++)o.push(T.getFromId(t,r[n]));var u=Object.keys(h),c=[&quot;anchor&quot;,&quot;domain&quot;,&quot;overlaying&quot;,&quot;position&quot;,&quot;side&quot;,&quot;tickangle&quot;,&quot;editType&quot;],f=[&quot;linear&quot;,&quot;log&quot;];for(n=0;n&lt;u.length;n++){var d=u[n],p=a[0][d],g=o[0][d],v=!0,m=!1,y=!1;if(&quot;_&quot;!==d.charAt(0)&amp;&amp;&quot;function&quot;!=typeof p&amp;&amp;-1===c.indexOf(d)){for(i=1;i&lt;a.length&amp;&amp;v;i++){var b=a[i][d];&quot;type&quot;===d&amp;&amp;-1!==f.indexOf(p)&amp;&amp;-1!==f.indexOf(b)&amp;&amp;p!==b?m=!0:b!==p&amp;&amp;(v=!1)}for(i=1;i&lt;o.length&amp;&amp;v;i++){var x=o[i][d];&quot;type&quot;===d&amp;&amp;-1!==f.indexOf(g)&amp;&amp;-1!==f.indexOf(x)&amp;&amp;g!==x?y=!0:o[i][d]!==g&amp;&amp;(v=!1)}v&amp;&amp;(m&amp;&amp;(l[a[0]._name].type=&quot;linear&quot;),y&amp;&amp;(l[o[0]._name].type=&quot;linear&quot;),et(l,d,a,o,t._fullLayout._dfltTitle))}}for(n=0;n&lt;t._fullLayout.annotations.length;n++){var _=t._fullLayout.annotations[n];-1!==e.indexOf(_.xref)&amp;&amp;-1!==r.indexOf(_.yref)&amp;&amp;s.swapAttrs(l.annotations[n],[&quot;?&quot;])}}function et(t,e,r,n,i){var a,o=s.nestedProperty,l=o(t[r[0]._name],e).get(),u=o(t[n[0]._name],e).get();for(&quot;title&quot;===e&amp;&amp;(l&amp;&amp;l.text===i.x&amp;&amp;(l.text=i.y),u&amp;&amp;u.text===i.y&amp;&amp;(u.text=i.x)),a=0;a&lt;r.length;a++)o(t,r[a]._name+&quot;.&quot;+e).set(u);for(a=0;a&lt;n.length;a++)o(t,n[a]._name+&quot;.&quot;+e).set(l)}function rt(t){return&quot;angularaxis&quot;===t._id}T.getTickFormat=function(t){var e,r,n,i,a,o,s,l;function u(t){return&quot;string&quot;!=typeof t?t:Number(t.replace(&quot;M&quot;,&quot;&quot;))*v}function c(t,e){var r=[&quot;L&quot;,&quot;D&quot;];if(typeof t==typeof e){if(&quot;number&quot;==typeof t)return t-e;var n=r.indexOf(t.charAt(0)),i=r.indexOf(e.charAt(0));return n===i?Number(t.replace(/(L|D)/g,&quot;&quot;))-Number(e.replace(/(L|D)/g,&quot;&quot;)):n-i}return&quot;number&quot;==typeof t?1:-1}function f(t,e){var r=null===e[0],n=null===e[1],i=c(t,e[0])&gt;=0,a=c(t,e[1])&lt;=0;return(r||i)&amp;&amp;(n||a)}if(t.tickformatstops&amp;&amp;t.tickformatstops.length&gt;0)switch(t.type){case&quot;date&quot;:case&quot;linear&quot;:for(e=0;e&lt;t.tickformatstops.length;e++)if((n=t.tickformatstops[e]).enabled&amp;&amp;(i=t.dtick,a=n.dtickrange,o=void 0,void 0,void 0,o=u||function(t){return t},s=a[0],l=a[1],(!s&amp;&amp;&quot;number&quot;!=typeof s||o(s)&lt;=o(i))&amp;&amp;(!l&amp;&amp;&quot;number&quot;!=typeof l||o(l)&gt;=o(i)))){r=n;break}break;case&quot;log&quot;:for(e=0;e&lt;t.tickformatstops.length;e++)if((n=t.tickformatstops[e]).enabled&amp;&amp;f(t.dtick,n.dtickrange)){r=n;break}}return r?r.value:t.tickformat},T.getSubplots=function(t,e){var r=t._fullLayout._subplots,n=r.cartesian.concat(r.gl2d||[]),i=e?T.findSubplotsWithAxis(n,e):n;return i.sort(function(t,e){var r=t.substr(1).split(&quot;y&quot;),n=e.substr(1).split(&quot;y&quot;);return r[0]===n[0]?+r[1]-+n[1]:+r[0]-+n[0]}),i},T.findSubplotsWithAxis=function(t,e){for(var r=new RegExp(&quot;x&quot;===e._id.charAt(0)?&quot;^&quot;+e._id+&quot;y&quot;:e._id+&quot;$&quot;),n=[],i=0;i&lt;t.length;i++){var a=t[i];r.test(a)&amp;&amp;n.push(a)}return n},T.makeClipPaths=function(t){var e=t._fullLayout;if(!e._hasOnlyLargeSploms){var r,i,a={_offset:0,_length:e.width,_id:&quot;&quot;},o={_offset:0,_length:e.height,_id:&quot;&quot;},s=T.list(t,&quot;x&quot;,!0),l=T.list(t,&quot;y&quot;,!0),u=[];for(r=0;r&lt;s.length;r++)for(u.push({x:s[r],y:o}),i=0;i&lt;l.length;i++)0===r&amp;&amp;u.push({x:a,y:l[i]}),u.push({x:s[r],y:l[i]});var c=e._clips.selectAll(&quot;.axesclip&quot;).data(u,function(t){return t.x._id+t.y._id});c.enter().append(&quot;clipPath&quot;).classed(&quot;axesclip&quot;,!0).attr(&quot;id&quot;,function(t){return&quot;clip&quot;+e._uid+t.x._id+t.y._id}).append(&quot;rect&quot;),c.exit().remove(),c.each(function(t){n.select(this).select(&quot;rect&quot;).attr({x:t.x._offset||0,y:t.y._offset||0,width:t.x._length||1,height:t.y._length||1})})}},T.draw=function(t,e,r){var n=t._fullLayout;&quot;redraw&quot;===e&amp;&amp;n._paper.selectAll(&quot;g.subplot&quot;).each(function(t){var e=t[0],r=n._plots[e],i=r.xaxis,a=r.yaxis;r.xaxislayer.selectAll(&quot;.&quot;+i._id+&quot;tick&quot;).remove(),r.yaxislayer.selectAll(&quot;.&quot;+a._id+&quot;tick&quot;).remove(),r.xaxislayer.selectAll(&quot;.&quot;+i._id+&quot;tick2&quot;).remove(),r.yaxislayer.selectAll(&quot;.&quot;+a._id+&quot;tick2&quot;).remove(),r.xaxislayer.selectAll(&quot;.&quot;+i._id+&quot;divider&quot;).remove(),r.yaxislayer.selectAll(&quot;.&quot;+a._id+&quot;divider&quot;).remove(),r.gridlayer&amp;&amp;r.gridlayer.selectAll(&quot;path&quot;).remove(),r.zerolinelayer&amp;&amp;r.zerolinelayer.selectAll(&quot;path&quot;).remove(),n._infolayer.select(&quot;.g-&quot;+i._id+&quot;title&quot;).remove(),n._infolayer.select(&quot;.g-&quot;+a._id+&quot;title&quot;).remove()});var i=e&amp;&amp;&quot;redraw&quot;!==e?e:T.listIds(t);return s.syncOrAsync(i.map(function(e){return function(){if(e){var n=T.getFromId(t,e),i=T.drawOne(t,n,r);return n._r=n.range.slice(),n._rl=s.simpleMap(n._r,n.r2l),i}}}))},T.drawOne=function(t,e,r){var n,i,l;r=r||{},e.setScale();var h=t._fullLayout,d=e._id,p=d.charAt(0),g=T.counterLetter(d),v=e._mainSubplot,m=e._mainLinePosition,y=e._mainMirrorPosition,b=h._plots[v][p+&quot;axislayer&quot;],x=e._subplotsWith,_=e._vals=T.calcTicks(e),w=[e.mirror,m,y].join(&quot;_&quot;);for(n=0;n&lt;_.length;n++)_[n].axInfo=w;if(e.visible){e._selections={},e._tickAngles={};var A,k,E=T.makeTransFn(e);if(&quot;boundaries&quot;===e.tickson){var L=function(t,e){var r,n=[],i=function(t,e){var r=t.xbnd[e];null!==r&amp;&amp;n.push(s.extendFlat({},t,{x:r}))};if(e.length){for(r=0;r&lt;e.length;r++)i(e[r],0);i(e[r-1],1)}return n}(0,_);k=T.clipEnds(e,L),A=&quot;inside&quot;===e.ticks?k:L}else k=T.clipEnds(e,_),A=&quot;inside&quot;===e.ticks?k:_;var S=e._gridVals=k,C=function(t,e){var r,n,i=[],a=function(t,e){var r=t.xbnd[e];null!==r&amp;&amp;i.push(s.extendFlat({},t,{x:r}))};if(t.showdividers&amp;&amp;e.length){for(r=0;r&lt;e.length;r++){var o=e[r];o.text2!==n&amp;&amp;a(o,0),n=o.text2}a(e[r-1],1)}return i}(e,_);if(!h._hasOnlyLargeSploms){var O={};for(n=0;n&lt;x.length;n++){i=x[n];var R=(l=h._plots[i])[g+&quot;axis&quot;],P=R._mainAxis._id;if(!O[P]){O[P]=1;var z=&quot;x&quot;===p?&quot;M0,&quot;+R._offset+&quot;v&quot;+R._length:&quot;M&quot;+R._offset+&quot;,0h&quot;+R._length;T.drawGrid(t,e,{vals:S,counterAxis:R,layer:l.gridlayer.select(&quot;.&quot;+d),path:z,transFn:E}),T.drawZeroLine(t,e,{counterAxis:R,layer:l.zerolinelayer,path:z,transFn:E})}}}var I=T.getTickSigns(e),N=[];if(e.ticks){var D,F,j,B=T.makeTickPath(e,m,I[2]);if(e._anchorAxis&amp;&amp;e.mirror&amp;&amp;!0!==e.mirror?(D=T.makeTickPath(e,y,I[3]),F=B+D):(D=&quot;&quot;,F=B),e.showdividers&amp;&amp;&quot;outside&quot;===e.ticks&amp;&amp;&quot;boundaries&quot;===e.tickson){var V={};for(n=0;n&lt;C.length;n++)V[C[n].x]=1;j=function(t){return V[t.x]?D:F}}else j=F;T.drawTicks(t,e,{vals:A,layer:b,path:j,transFn:E}),N=Object.keys(e._linepositions||{})}for(n=0;n&lt;N.length;n++){i=N[n],l=h._plots[i];var H=e._linepositions[i]||[],q=T.makeTickPath(e,H[0],I[0])+T.makeTickPath(e,H[1],I[1]);T.drawTicks(t,e,{vals:A,layer:l[p+&quot;axislayer&quot;],path:q,transFn:E})}var G=[];if(G.push(function(){return T.drawLabels(t,e,{vals:_,layer:b,transFn:E,labelFns:T.makeLabelFns(e,m)})}),&quot;multicategory&quot;===e.type){var Z=0,Q={x:2,y:10}[p],K=I[2]*(&quot;inside&quot;===e.ticks?-1:1);G.push(function(){return Z+=X(e,d+&quot;tick&quot;)+Q,Z+=e._tickAngles[d+&quot;tick&quot;]?e.tickfont.size*M:0,T.drawLabels(t,e,{vals:function(t,e){for(var r=[],n={},i=0;i&lt;e.length;i++){var a=e[i];n[a.text2]?n[a.text2].push(a.x):n[a.text2]=[a.x]}for(var o in n)r.push(U(t,s.interp(n[o],.5),o));return r}(e,_),layer:b,cls:d+&quot;tick2&quot;,repositionOnUpdate:!0,secondary:!0,transFn:E,labelFns:T.makeLabelFns(e,m+Z*K)})}),G.push(function(){return Z+=X(e,d+&quot;tick2&quot;),e._labelLength=Z,function(t,e,r){var n=e._id+&quot;divider&quot;,i=r.vals,a=r.layer.selectAll(&quot;path.&quot;+n).data(i,W);a.exit().remove(),a.enter().insert(&quot;path&quot;,&quot;:first-child&quot;).classed(n,1).classed(&quot;crisp&quot;,1).call(c.stroke,e.dividercolor).style(&quot;stroke-width&quot;,f.crispRound(t,e.dividerwidth,1)+&quot;px&quot;),a.attr(&quot;transform&quot;,r.transFn).attr(&quot;d&quot;,r.path)}(t,e,{vals:C,layer:b,path:T.makeTickPath(e,m,K,Z),transFn:E})})}var tt=o.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(e);return G.push(function(){if(e.showticklabels){var r=t.getBoundingClientRect(),n=b.node().getBoundingClientRect();e._boundingBox={width:n.width,height:n.height,left:n.left-r.left,right:n.right-r.left,top:n.top-r.top,bottom:n.bottom-r.top}}else{var i,a=h._size;&quot;x&quot;===p?(i=&quot;free&quot;===e.anchor?a.t+a.h*(1-e.position):a.t+a.h*(1-e._anchorAxis.domain[{bottom:0,top:1}[e.side]]),e._boundingBox={top:i,bottom:i,left:e._offset,right:e._offset+e._length,width:e._length,height:0}):(i=&quot;free&quot;===e.anchor?a.l+a.w*e.position:a.l+a.w*e._anchorAxis.domain[{left:0,right:1}[e.side]],e._boundingBox={left:i,right:i,bottom:e._offset+e._length,top:e._offset,height:e._length,width:0})}if(x){for(var o=e._counterSpan=[1/0,-1/0],s=0;s&lt;x.length;s++){var l=h._plots[x[s]][&quot;x&quot;===p?&quot;yaxis&quot;:&quot;xaxis&quot;];et(o,[l._offset,l._offset+l._length])}&quot;free&quot;===e.anchor&amp;&amp;et(o,&quot;x&quot;===p?[e._boundingBox.bottom,e._boundingBox.top]:[e._boundingBox.right,e._boundingBox.left])}},function(){var r,n,i=e.side.charAt(0);if(tt&amp;&amp;(n=o.getComponentMethod(&quot;rangeslider&quot;,&quot;autoMarginOpts&quot;)(t,e)),a.autoMargin(t,J(e),n),e.automargin&amp;&amp;(!tt||&quot;b&quot;!==i)){r={x:0,y:0,r:0,l:0,t:0,b:0};var s,l,u=e._boundingBox,c=Y(t,e);switch(p+i){case&quot;xb&quot;:s=0,l=u.top-c,r[i]=u.height;break;case&quot;xt&quot;:s=1,l=c-u.bottom,r[i]=u.height;break;case&quot;yl&quot;:s=0,l=c-u.right,r[i]=u.width;break;case&quot;yr&quot;:s=1,l=u.left-c,r[i]=u.width}if(r[g]=&quot;free&quot;===e.anchor?e.position:e._anchorAxis.domain[s],r[i]&gt;0&amp;&amp;(r[i]+=l),e.title.text!==h._dfltTitle[p]&amp;&amp;(r[i]+=e.title.font.size),&quot;x&quot;===p&amp;&amp;u.width&gt;0){var f=u.right-(e._offset+e._length);f&gt;0&amp;&amp;(r.x=1,r.r=f);var d=e._offset-u.left;d&gt;0&amp;&amp;(r.x=0,r.l=d)}else if(&quot;y&quot;===p&amp;&amp;u.height&gt;0){var v=u.bottom-(e._offset+e._length);v&gt;0&amp;&amp;(r.y=0,r.b=v);var m=e._offset-u.top;m&gt;0&amp;&amp;(r.y=1,r.t=m)}}a.autoMargin(t,$(e),r)}),r.skipTitle||tt&amp;&amp;e._boundingBox&amp;&amp;&quot;bottom&quot;===e.side||G.push(function(){return function(t,e){var r,n=t._fullLayout,i=e._id,a=i.charAt(0),o=e.title.font.size;if(&quot;multicategory&quot;===e.type)r=e._labelLength;else{r=10+1.5*o+(e.linewidth?e.linewidth-1:0)}var s,l,c,h,d=Y(t,e);&quot;x&quot;===a?(l=e._offset+e._length/2,c=&quot;top&quot;===e.side?-r-o*(e.showticklabels?1:0):r+o*(e.showticklabels?1.5:.5),c+=d):(c=e._offset+e._length/2,l=&quot;right&quot;===e.side?r+o*(e.showticklabels?1:.5):-r-o*(e.showticklabels?.5:0),l+=d,s={rotate:&quot;-90&quot;,offset:0});if(&quot;multicategory&quot;!==e.type){var p=e._selections[e._id+&quot;tick&quot;];if(h={selection:p,side:e.side},p&amp;&amp;p.node()&amp;&amp;p.node().parentNode){var g=f.getTranslate(p.node().parentNode);h.offsetLeft=g.x,h.offsetTop=g.y}}return u.draw(t,i+&quot;title&quot;,{propContainer:e,propName:e._name+&quot;.title.text&quot;,placeholder:n._dfltTitle[a],avoid:h,transform:s,attributes:{x:l,y:c,&quot;text-anchor&quot;:&quot;middle&quot;}})}(t,e)}),s.syncOrAsync(G)}function et(t,e){t[0]=Math.min(t[0],e[0]),t[1]=Math.max(t[1],e[1])}},T.getTickSigns=function(t){var e=t._id.charAt(0),r={x:&quot;top&quot;,y:&quot;right&quot;}[e],n=t.side===r?1:-1,i=[-1,1,n,-n];return&quot;inside&quot;!==t.ticks==(&quot;x&quot;===e)&amp;&amp;(i=i.map(function(t){return-t})),i},T.makeTransFn=function(t){var e=t._id.charAt(0),r=t._offset;return&quot;x&quot;===e?function(e){return&quot;translate(&quot;+(r+t.l2p(e.x))+&quot;,0)&quot;}:function(e){return&quot;translate(0,&quot;+(r+t.l2p(e.x))+&quot;)&quot;}},T.makeTickPath=function(t,e,r,n){n=void 0!==n?n:t.ticklen;var i=t._id.charAt(0),a=(t.linewidth||1)/2;return&quot;x&quot;===i?&quot;M0,&quot;+(e+a*r)+&quot;v&quot;+n*r:&quot;M&quot;+(e+a*r)+&quot;,0h&quot;+n*r},T.makeLabelFns=function(t,e,r){var n=t._id.charAt(0),a=&quot;boundaries&quot;!==t.tickson&amp;&amp;&quot;outside&quot;===t.ticks,o=0,l=0;if(a&amp;&amp;(o+=t.ticklen),r&amp;&amp;&quot;outside&quot;===t.ticks){var u=s.deg2rad(r);o=t.ticklen*Math.cos(u)+1,l=t.ticklen*Math.sin(u)}t.showticklabels&amp;&amp;(a||t.showline)&amp;&amp;(o+=.2*t.tickfont.size);var c,f,h,d,p={labelStandoff:o+=(t.linewidth||1)/2,labelShift:l};return&quot;x&quot;===n?(d=&quot;bottom&quot;===t.side?1:-1,c=l*d,f=e+o*d,h=&quot;bottom&quot;===t.side?1:-.2,p.xFn=function(t){return t.dx+c},p.yFn=function(t){return t.dy+f+t.fontSize*h},p.anchorFn=function(t,e){return i(e)&amp;&amp;0!==e&amp;&amp;180!==e?e*d&lt;0?&quot;end&quot;:&quot;start&quot;:&quot;middle&quot;},p.heightFn=function(e,r,n){return r&lt;-60||r&gt;60?-.5*n:&quot;top&quot;===t.side?-n:0}):&quot;y&quot;===n&amp;&amp;(d=&quot;right&quot;===t.side?1:-1,c=o,f=-l*d,h=90===Math.abs(t.tickangle)?.5:0,p.xFn=function(t){return t.dx+e+(c+t.fontSize*h)*d},p.yFn=function(t){return t.dy+f+t.fontSize*A},p.anchorFn=function(e,r){return i(r)&amp;&amp;90===Math.abs(r)?&quot;middle&quot;:&quot;right&quot;===t.side?&quot;start&quot;:&quot;end&quot;},p.heightFn=function(e,r,n){return(r*=&quot;left&quot;===t.side?1:-1)&lt;-30?-n:r&lt;30?-.5*n:0}),p},T.drawTicks=function(t,e,r){r=r||{};var n=e._id+&quot;tick&quot;,i=r.layer.selectAll(&quot;path.&quot;+n).data(e.ticks?r.vals:[],W);i.exit().remove(),i.enter().append(&quot;path&quot;).classed(n,1).classed(&quot;ticks&quot;,1).classed(&quot;crisp&quot;,!1!==r.crisp).call(c.stroke,e.tickcolor).style(&quot;stroke-width&quot;,f.crispRound(t,e.tickwidth,1)+&quot;px&quot;).attr(&quot;d&quot;,r.path),i.attr(&quot;transform&quot;,r.transFn)},T.drawGrid=function(t,e,r){r=r||{};var n=e._id+&quot;grid&quot;,i=r.vals,a=r.counterAxis;if(!1===e.showgrid)i=[];else if(a&amp;&amp;T.shouldShowZeroLine(t,e,a))for(var o=&quot;array&quot;===e.tickmode,s=0;s&lt;i.length;s++){var l=i[s].x;if(o?!l:Math.abs(l)&lt;e.dtick/100){if(i=i.slice(0,s).concat(i.slice(s+1)),!o)break;s--}}var u=r.layer.selectAll(&quot;path.&quot;+n).data(i,W);u.exit().remove(),u.enter().append(&quot;path&quot;).classed(n,1).classed(&quot;crisp&quot;,!1!==r.crisp),e._gw=f.crispRound(t,e.gridwidth,1),u.attr(&quot;transform&quot;,r.transFn).attr(&quot;d&quot;,r.path).call(c.stroke,e.gridcolor||&quot;#ddd&quot;).style(&quot;stroke-width&quot;,e._gw+&quot;px&quot;),&quot;function&quot;==typeof r.path&amp;&amp;u.attr(&quot;d&quot;,r.path)},T.drawZeroLine=function(t,e,r){r=r||r;var n=e._id+&quot;zl&quot;,i=T.shouldShowZeroLine(t,e,r.counterAxis),a=r.layer.selectAll(&quot;path.&quot;+n).data(i?[{x:0,id:e._id}]:[]);a.exit().remove(),a.enter().append(&quot;path&quot;).classed(n,1).classed(&quot;zl&quot;,1).classed(&quot;crisp&quot;,!1!==r.crisp).each(function(){r.layer.selectAll(&quot;path&quot;).sort(function(t,e){return E.idSort(t.id,e.id)})}),a.attr(&quot;transform&quot;,r.transFn).attr(&quot;d&quot;,r.path).call(c.stroke,e.zerolinecolor||c.defaultLine).style(&quot;stroke-width&quot;,f.crispRound(t,e.zerolinewidth,e._gw||1)+&quot;px&quot;)},T.drawLabels=function(t,e,r){r=r||{};var a=e._id,o=a.charAt(0),u=r.cls||a+&quot;tick&quot;,c=r.vals,h=r.labelFns,d=r.secondary?0:e.tickangle,p=(e._tickAngles||{})[u],g=r.layer.selectAll(&quot;g.&quot;+u).data(e.showticklabels?c:[],W),v=[];function m(t,e){t.each(function(t){var a=n.select(this),o=a.select(&quot;.text-math-group&quot;),s=h.anchorFn(t,e),u=r.transFn.call(a.node(),t)+(i(e)&amp;&amp;0!=+e?&quot; rotate(&quot;+e+&quot;,&quot;+h.xFn(t)+&quot;,&quot;+(h.yFn(t)-t.fontSize/2)+&quot;)&quot;:&quot;&quot;),c=l.lineCount(a),d=M*t.fontSize,p=h.heightFn(t,i(e)?+e:0,(c-1)*d);if(p&amp;&amp;(u+=&quot; translate(0, &quot;+p+&quot;)&quot;),o.empty())a.select(&quot;text&quot;).attr({transform:u,&quot;text-anchor&quot;:s});else{var g=f.bBox(o.node()).width*{end:-.5,start:.5}[s];o.attr(&quot;transform&quot;,u+(g?&quot;translate(&quot;+g+&quot;,0)&quot;:&quot;&quot;))}})}g.enter().append(&quot;g&quot;).classed(u,1).append(&quot;text&quot;).attr(&quot;text-anchor&quot;,&quot;middle&quot;).each(function(e){var r=n.select(this),i=t._promises.length;r.call(l.positionText,h.xFn(e),h.yFn(e)).call(f.font,e.font,e.fontSize,e.fontColor).text(e.text).call(l.convertToTspans,t),t._promises[i]?v.push(t._promises.pop().then(function(){m(r,d)})):m(r,d)}),g.exit().remove(),r.repositionOnUpdate&amp;&amp;g.each(function(t){n.select(this).select(&quot;text&quot;).call(l.positionText,h.xFn(t),h.yFn(t))}),m(g,p||d),e._selections&amp;&amp;(e._selections[u]=g);var y=s.syncOrAsync([function(){return v.length&amp;&amp;Promise.all(v)},function(){m(g,d);var t=null;if(c.length&amp;&amp;&quot;x&quot;===o&amp;&amp;!i(d)&amp;&amp;(&quot;log&quot;!==e.type||&quot;D&quot;!==String(e.dtick).charAt(0))){t=0;var n,a=0,l=[];if(g.each(function(t){a=Math.max(a,t.fontSize);var r=e.l2p(t.x),n=Q(this),i=f.bBox(n.node());l.push({top:0,bottom:10,height:10,left:r-i.width/2,right:r+i.width/2+2,width:i.width+2})}),&quot;boundaries&quot;!==e.tickson&amp;&amp;!e.showdividers||r.secondary){var h=c.length,p=Math.abs((c[h-1].x-c[0].x)*e._m)/(h-1)&lt;2.5*a||&quot;multicategory&quot;===e.type;for(n=0;n&lt;l.length-1;n++)if(s.bBoxIntersect(l[n],l[n+1])){t=p?90:30;break}}else{var v=2;for(e.ticks&amp;&amp;(v+=e.tickwidth/2),n=0;n&lt;l.length;n++){var y=c[n].xbnd,b=l[n];if(null!==y[0]&amp;&amp;b.left-e.l2p(y[0])&lt;v||null!==y[1]&amp;&amp;e.l2p(y[1])-b.right&lt;v){t=90;break}}}t&amp;&amp;m(g,t)}e._tickAngles&amp;&amp;(e._tickAngles[u]=null===t?i(d)?d:0:t)}]);return y&amp;&amp;y.then&amp;&amp;t._promises.push(y),y},T.shouldShowZeroLine=function(t,e,r){var n=s.simpleMap(e.range,e.r2l);return n[0]*n[1]&lt;=0&amp;&amp;e.zeroline&amp;&amp;(&quot;linear&quot;===e.type||&quot;-&quot;===e.type)&amp;&amp;e._gridVals.length&amp;&amp;(Z(e,0)||!function(t,e,r,n){var i=r._mainAxis;if(!i)return;var a=t._fullLayout,o=e._id.charAt(0),s=T.counterLetter(e._id),l=e._offset+(Math.abs(n[0])&lt;Math.abs(n[1])==(&quot;x&quot;===o)?0:e._length);function u(t){if(!t.showline||!t.linewidth)return!1;var r=Math.max((t.linewidth+e.zerolinewidth)/2,1);function n(t){return&quot;number&quot;==typeof t&amp;&amp;Math.abs(t-l)&lt;r}if(n(t._mainLinePosition)||n(t._mainMirrorPosition))return!0;var i=t._linepositions||{};for(var a in i)if(n(i[a][0])||n(i[a][1]))return!0}var c=a._plots[r._mainSubplot];if(!(c.mainplotinfo||c).overlays.length)return u(r);for(var f=T.list(t,s),h=0;h&lt;f.length;h++){var d=f[h];if(d._mainAxis===i&amp;&amp;u(d))return!0}}(t,e,r,n)||function(t,e){for(var r=t._fullData,n=e._mainSubplot,i=e._id.charAt(0),a=0;a&lt;r.length;a++){var s=r[a];if(!0===s.visible&amp;&amp;s.xaxis+s.yaxis===n){if((o.traceIs(s,&quot;bar&quot;)||&quot;waterfall&quot;===s.type)&amp;&amp;s.orientation==={x:&quot;h&quot;,y:&quot;v&quot;}[i])return!0;if(s.fill&amp;&amp;s.fill.charAt(s.fill.length-1)===i)return!0}}return!1}(t,e))},T.clipEnds=function(t,e){return e.filter(function(e){return Z(t,e.x)})},T.allowAutoMargin=function(t){for(var e=T.list(t,&quot;&quot;,!0),r=0;r&lt;e.length;r++){var n=e[r];n.automargin&amp;&amp;a.allowAutoMargin(t,$(n)),o.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(n)&amp;&amp;a.allowAutoMargin(t,J(n))}},T.swap=function(t,e){for(var r=function(t,e){var r,n,i=[];for(r=0;r&lt;e.length;r++){var a=[],o=t._fullData[e[r]].xaxis,s=t._fullData[e[r]].yaxis;if(o&amp;&amp;s){for(n=0;n&lt;i.length;n++)-1===i[n].x.indexOf(o)&amp;&amp;-1===i[n].y.indexOf(s)||a.push(n);if(a.length){var l,u=i[a[0]];if(a.length&gt;1)for(n=1;n&lt;a.length;n++)l=i[a[n]],K(u.x,l.x),K(u.y,l.y);K(u.x,[o]),K(u.y,[s])}else i.push({x:[o],y:[s]})}}return i}(t,e),n=0;n&lt;r.length;n++)tt(t,r[n].x,r[n].y)}},{&quot;../../components/color&quot;:376,&quot;../../components/drawing&quot;:397,&quot;../../components/titles&quot;:464,&quot;../../constants/alignment&quot;:471,&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;./autorange&quot;:540,&quot;./axis_autotype&quot;:542,&quot;./axis_ids&quot;:544,&quot;./clean_ticks&quot;:546,&quot;./layout_attributes&quot;:553,&quot;./set_convert&quot;:559,d3:81,&quot;fast-isnumeric&quot;:90}],542:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../constants/numerical&quot;).BADNUM;e.exports=function(t,e,r){return!(r=r||{}).noMultiCategory&amp;&amp;(o=t,i.isArrayOrTypedArray(o[0])&amp;&amp;i.isArrayOrTypedArray(o[1]))?&quot;multicategory&quot;:function(t,e){for(var r=Math.max(1,(t.length-1)/1e3),a=0,o=0,s={},l=0;l&lt;t.length;l+=r){var u=t[Math.round(l)],c=String(u);s[c]||(s[c]=1,i.isDateTime(u,e)&amp;&amp;(a+=1),n(u)&amp;&amp;(o+=1))}return a&gt;2*o}(t,e)?&quot;date&quot;:function(t){for(var e=Math.max(1,(t.length-1)/1e3),r=0,n=0,o={},s=0;s&lt;t.length;s+=e){var l=t[Math.round(s)],u=String(l);o[u]||(o[u]=1,&quot;boolean&quot;==typeof l?n++:i.cleanNumber(l)!==a?r++:&quot;string&quot;==typeof l&amp;&amp;n++)}return n&gt;2*r}(t)?&quot;category&quot;:function(t){if(!t)return!1;for(var e=0;e&lt;t.length;e++)if(n(t[e]))return!0;return!1}(t)?&quot;linear&quot;:&quot;-&quot;;var o}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;fast-isnumeric&quot;:90}],543:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;./layout_attributes&quot;),o=t(&quot;./tick_value_defaults&quot;),s=t(&quot;./tick_mark_defaults&quot;),l=t(&quot;./tick_label_defaults&quot;),u=t(&quot;./category_order_defaults&quot;),c=t(&quot;./line_grid_defaults&quot;),f=t(&quot;./set_convert&quot;);e.exports=function(t,e,r,h,d){var p=h.letter,g=h.font||{},v=h.splomStash||{},m=r(&quot;visible&quot;,!h.cheateronly),y=e.type;&quot;date&quot;===y&amp;&amp;n.getComponentMethod(&quot;calendars&quot;,&quot;handleDefaults&quot;)(t,e,&quot;calendar&quot;,h.calendar);if(f(e,d),!r(&quot;autorange&quot;,!e.isValidRange(t.range))||&quot;linear&quot;!==y&amp;&amp;&quot;-&quot;!==y||r(&quot;rangemode&quot;),r(&quot;range&quot;),e.cleanRange(),u(t,e,r,h),&quot;category&quot;===y||h.noHover||r(&quot;hoverformat&quot;),!m)return e;var b=r(&quot;color&quot;),x=b!==a.color.dflt?b:g.color;r(&quot;title.text&quot;,v.label||d._dfltTitle[p]),i.coerceFont(r,&quot;title.font&quot;,{family:g.family,size:Math.round(1.2*g.size),color:x}),o(t,e,r,y),l(t,e,r,y,h),s(t,e,r,h),c(t,e,r,{dfltColor:b,bgColor:h.bgColor,showGrid:h.showGrid,attributes:a}),(e.showline||e.ticks)&amp;&amp;r(&quot;mirror&quot;),h.automargin&amp;&amp;r(&quot;automargin&quot;);var _,w=&quot;multicategory&quot;===e.type;h.noTickson||&quot;category&quot;!==e.type&amp;&amp;!w||!e.ticks&amp;&amp;!e.showgrid||(w&amp;&amp;(_=&quot;boundaries&quot;),r(&quot;tickson&quot;,_));w&amp;&amp;(r(&quot;showdividers&quot;)&amp;&amp;(r(&quot;dividercolor&quot;),r(&quot;dividerwidth&quot;)));return e}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./category_order_defaults&quot;:545,&quot;./layout_attributes&quot;:553,&quot;./line_grid_defaults&quot;:555,&quot;./set_convert&quot;:559,&quot;./tick_label_defaults&quot;:560,&quot;./tick_mark_defaults&quot;:561,&quot;./tick_value_defaults&quot;:562}],544:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./constants&quot;);r.id2name=function(t){if(&quot;string&quot;==typeof t&amp;&amp;t.match(i.AX_ID_PATTERN)){var e=t.substr(1);return&quot;1&quot;===e&amp;&amp;(e=&quot;&quot;),t.charAt(0)+&quot;axis&quot;+e}},r.name2id=function(t){if(t.match(i.AX_NAME_PATTERN)){var e=t.substr(5);return&quot;1&quot;===e&amp;&amp;(e=&quot;&quot;),t.charAt(0)+e}},r.cleanId=function(t,e){if(t.match(i.AX_ID_PATTERN)&amp;&amp;(!e||t.charAt(0)===e)){var r=t.substr(1).replace(/^0+/,&quot;&quot;);return&quot;1&quot;===r&amp;&amp;(r=&quot;&quot;),t.charAt(0)+r}},r.list=function(t,e,n){var i=t._fullLayout;if(!i)return[];var a,o=r.listIds(t,e),s=new Array(o.length);for(a=0;a&lt;o.length;a++){var l=o[a];s[a]=i[l.charAt(0)+&quot;axis&quot;+l.substr(1)]}if(!n){var u=i._subplots.gl3d||[];for(a=0;a&lt;u.length;a++){var c=i[u[a]];e?s.push(c[e+&quot;axis&quot;]):s.push(c.xaxis,c.yaxis,c.zaxis)}}return s},r.listIds=function(t,e){var r=t._fullLayout;if(!r)return[];var n=r._subplots;return e?n[e+&quot;axis&quot;]:n.xaxis.concat(n.yaxis)},r.getFromId=function(t,e,n){var i=t._fullLayout;return&quot;x&quot;===n?e=e.replace(/y[0-9]*/,&quot;&quot;):&quot;y&quot;===n&amp;&amp;(e=e.replace(/x[0-9]*/,&quot;&quot;)),i[r.id2name(e)]},r.getFromTrace=function(t,e,i){var a=t._fullLayout,o=null;if(n.traceIs(e,&quot;gl3d&quot;)){var s=e.scene;&quot;scene&quot;===s.substr(0,5)&amp;&amp;(o=a[s][i+&quot;axis&quot;])}else o=r.getFromId(t,e[i+&quot;axis&quot;]||i);return o},r.idSort=function(t,e){var r=t.charAt(0),n=e.charAt(0);return r!==n?r&gt;n?1:-1:+(t.substr(1)||1)-+(e.substr(1)||1)},r.getAxisGroup=function(t,e){for(var r=t._axisMatchGroups,n=0;n&lt;r.length;n++){if(r[n][e])return&quot;g&quot;+n}return e}},{&quot;../../registry&quot;:592,&quot;./constants&quot;:547}],545:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){if(&quot;category&quot;===e.type){var i,a=t.categoryarray,o=Array.isArray(a)&amp;&amp;a.length&gt;0;o&amp;&amp;(i=&quot;array&quot;);var s,l=r(&quot;categoryorder&quot;,i);&quot;array&quot;===l&amp;&amp;(s=r(&quot;categoryarray&quot;)),o||&quot;array&quot;!==l||(l=e.categoryorder=&quot;trace&quot;),&quot;trace&quot;===l?e._initialCategories=[]:&quot;array&quot;===l?e._initialCategories=s.slice():(s=function(t,e){var r,n,i,a=e.dataAttr||t._id.charAt(0),o={};if(e.axData)r=e.axData;else for(r=[],n=0;n&lt;e.data.length;n++){var s=e.data[n];s[a+&quot;axis&quot;]===t._id&amp;&amp;r.push(s)}for(n=0;n&lt;r.length;n++){var l=r[n][a];for(i=0;i&lt;l.length;i++){var u=l[i];null!=u&amp;&amp;(o[u]=1)}}return Object.keys(o)}(e,n).sort(),&quot;category ascending&quot;===l?e._initialCategories=s:&quot;category descending&quot;===l&amp;&amp;(e._initialCategories=s.reverse()))}}},{}],546:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../constants/numerical&quot;).ONEDAY;r.dtick=function(t,e){var r=&quot;log&quot;===e,i=&quot;date&quot;===e,o=&quot;category&quot;===e,s=i?a:1;if(!t)return s;if(n(t))return(t=Number(t))&lt;=0?s:o?Math.max(1,Math.round(t)):i?Math.max(.1,t):t;if(&quot;string&quot;!=typeof t||!i&amp;&amp;!r)return s;var l=t.charAt(0),u=t.substr(1);return(u=n(u)?Number(u):0)&lt;=0||!(i&amp;&amp;&quot;M&quot;===l&amp;&amp;u===Math.round(u)||r&amp;&amp;&quot;L&quot;===l||r&amp;&amp;&quot;D&quot;===l&amp;&amp;(1===u||2===u))?s:t},r.tick0=function(t,e,r,a){return&quot;date&quot;===e?i.cleanDate(t,i.dateTick0(r)):&quot;D1&quot;!==a&amp;&amp;&quot;D2&quot;!==a?n(t)?Number(t):0:void 0}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;fast-isnumeric&quot;:90}],547:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib/regex&quot;).counter;e.exports={idRegex:{x:n(&quot;x&quot;),y:n(&quot;y&quot;)},attrRegex:n(&quot;[xy]axis&quot;),xAxisMatch:n(&quot;xaxis&quot;),yAxisMatch:n(&quot;yaxis&quot;),AX_ID_PATTERN:/^[xyz][0-9]*$/,AX_NAME_PATTERN:/^[xyz]axis[0-9]*$/,SUBPLOT_PATTERN:/^x([0-9]*)y([0-9]*)$/,MINDRAG:8,MINSELECT:12,MINZOOM:20,DRAGGERSIZE:20,BENDPX:1.5,REDRAWDELAY:50,SELECTDELAY:100,SELECTID:&quot;-select&quot;,DFLTRANGEX:[-1,6],DFLTRANGEY:[-1,4],traceLayerClasses:[&quot;heatmaplayer&quot;,&quot;contourcarpetlayer&quot;,&quot;contourlayer&quot;,&quot;waterfalllayer&quot;,&quot;barlayer&quot;,&quot;carpetlayer&quot;,&quot;violinlayer&quot;,&quot;boxlayer&quot;,&quot;ohlclayer&quot;,&quot;scattercarpetlayer&quot;,&quot;scatterlayer&quot;],layerValue2layerClass:{&quot;above traces&quot;:&quot;above&quot;,&quot;below traces&quot;:&quot;below&quot;}}},{&quot;../../lib/regex&quot;:510}],548:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./axis_ids&quot;).id2name,a=t(&quot;./scale_zoom&quot;),o=t(&quot;./autorange&quot;).makePadFn,s=t(&quot;./autorange&quot;).concatExtremes,l=t(&quot;../../constants/numerical&quot;).ALMOST_EQUAL,u=t(&quot;../../constants/alignment&quot;).FROM_BL;function c(t,e,r,n,a){var o,s,l,u,c=&quot;range&quot;!==a,f=n[i(e)].type,h=[];for(s=0;s&lt;r.length;s++)if((l=r[s])!==e&amp;&amp;(u=n[i(l)]).type===f)if(u.fixedrange){if(c&amp;&amp;u.anchor){n[i(u.anchor)].fixedrange&amp;&amp;h.push(l)}}else h.push(l);for(o=0;o&lt;t.length;o++)if(t[o][e]){var d=t[o],p=[];for(s=0;s&lt;h.length;s++)d[l=h[s]]||p.push(l);return{linkableAxes:p,thisGroup:d}}return{linkableAxes:h,thisGroup:null}}function f(t,e,r,n,i){var a,o,s,l,u;null===e?((e={})[r]=1,u=t.length,t.push(e)):u=t.indexOf(e);var c=Object.keys(e);for(a=0;a&lt;t.length;a++)if(s=t[a],a!==u&amp;&amp;s[n]){var f=s[n];for(o=0;o&lt;c.length;o++)s[l=c[o]]=f*i*e[l];return void t.splice(u,1)}if(1!==i)for(o=0;o&lt;c.length;o++)e[c[o]]*=i;e[n]=1}function h(t,e){var r=t._inputDomain,n=u[t.constraintoward],i=r[0]+(r[1]-r[0])*n;t.domain=t._input.domain=[i+(r[0]-i)/e,i+(r[1]-i)/e],t.setScale()}r.handleConstraintDefaults=function(t,e,r,i,a){var o,s,l,u,h=a._axisConstraintGroups,d=a._axisMatchGroups,p=e._id,g=p.charAt(0),v=((a._splomAxes||{})[g]||{})[p]||{},m=e._id,y=m.charAt(0),b=r(&quot;constrain&quot;);if(n.coerce(t,e,{constraintoward:{valType:&quot;enumerated&quot;,values:&quot;x&quot;===y?[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;]:[&quot;bottom&quot;,&quot;middle&quot;,&quot;top&quot;],dflt:&quot;x&quot;===y?&quot;center&quot;:&quot;middle&quot;}},&quot;constraintoward&quot;),!t.matches&amp;&amp;!v.matches||e.fixedrange||(s=c(d,m,i,a),o=n.coerce(t,e,{matches:{valType:&quot;enumerated&quot;,values:s.linkableAxes||[],dflt:v.matches}},&quot;matches&quot;)),o||!t.scaleanchor||e.fixedrange&amp;&amp;&quot;domain&quot;!==b||(u=c(h,m,i,a,b),l=n.coerce(t,e,{scaleanchor:{valType:&quot;enumerated&quot;,values:u.linkableAxes||[]}},&quot;scaleanchor&quot;)),o?(delete e.constrain,f(d,s.thisGroup,m,o,1)):-1!==i.indexOf(t.matches)&amp;&amp;n.warn(&quot;ignored &quot;+e._name+&#x27;.matches: &quot;&#x27;+t.matches+&#x27;&quot; to avoid either an infinite loop or because the target axis has fixed range.&#x27;),l){var x=r(&quot;scaleratio&quot;);x||(x=e.scaleratio=1),f(h,u.thisGroup,m,l,x)}else-1!==i.indexOf(t.scaleanchor)&amp;&amp;n.warn(&quot;ignored &quot;+e._name+&#x27;.scaleanchor: &quot;&#x27;+t.scaleanchor+&#x27;&quot; to avoid either an infinite loop and possibly inconsistent scaleratios, or because the target axis has fixed range or this axis declares a *matches* constraint.&#x27;)},r.enforce=function(t){var e,r,n,u,c,f,d,p=t._fullLayout,g=p._axisConstraintGroups||[];for(e=0;e&lt;g.length;e++){var v=g[e],m=Object.keys(v),y=1/0,b=0,x=1/0,_={},w={},A=!1;for(r=0;r&lt;m.length;r++)w[n=m[r]]=u=p[i(n)],u._inputDomain?u.domain=u._inputDomain.slice():u._inputDomain=u.domain.slice(),u._inputRange||(u._inputRange=u.range.slice()),u.setScale(),_[n]=c=Math.abs(u._m)/v[n],y=Math.min(y,c),&quot;domain&quot;!==u.constrain&amp;&amp;u._constraintShrinkable||(x=Math.min(x,c)),delete u._constraintShrinkable,b=Math.max(b,c),&quot;domain&quot;===u.constrain&amp;&amp;(A=!0);if(!(y&gt;l*b)||A)for(r=0;r&lt;m.length;r++)if(c=_[n=m[r]],f=(u=w[n]).constrain,c!==x||&quot;domain&quot;===f)if(d=c/x,&quot;range&quot;===f)a(u,d);else{var M=u._inputDomain,T=(u.domain[1]-u.domain[0])/(M[1]-M[0]),k=(u.r2l(u.range[1])-u.r2l(u.range[0]))/(u.r2l(u._inputRange[1])-u.r2l(u._inputRange[0]));if((d/=T)*k&lt;1){u.domain=u._input.domain=M.slice(),a(u,d);continue}if(k&lt;1&amp;&amp;(u.range=u._input.range=u._inputRange.slice(),d*=k),u.autorange){var E=u.r2l(u.range[0]),L=u.r2l(u.range[1]),S=(E+L)/2,C=S,O=S,R=Math.abs(L-S),P=S-R*d*1.0001,z=S+R*d*1.0001,I=o(u);h(u,d);var N,D,F=Math.abs(u._m),j=s(t,u),B=j.min,U=j.max;for(D=0;D&lt;B.length;D++)(N=B[D].val-I(B[D])/F)&gt;P&amp;&amp;N&lt;C&amp;&amp;(C=N);for(D=0;D&lt;U.length;D++)(N=U[D].val+I(U[D])/F)&lt;z&amp;&amp;N&gt;O&amp;&amp;(O=N);d/=(O-C)/(2*R),C=u.l2r(C),O=u.l2r(O),u.range=u._input.range=E&lt;L?[C,O]:[O,C]}h(u,d)}}},r.clean=function(t,e){if(e._inputDomain){for(var r=!1,n=e._id,i=t._fullLayout._axisConstraintGroups,a=0;a&lt;i.length;a++)if(i[a][n]){r=!0;break}r&amp;&amp;&quot;domain&quot;===e.constrain||(e._input.domain=e.domain=e._inputDomain,delete e._inputDomain)}}},{&quot;../../constants/alignment&quot;:471,&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;./autorange&quot;:540,&quot;./axis_ids&quot;:544,&quot;./scale_zoom&quot;:557}],549:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;has-passive-events&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../components/color&quot;),c=t(&quot;../../components/drawing&quot;),f=t(&quot;../../components/fx&quot;),h=t(&quot;./axes&quot;),d=t(&quot;../../lib/setcursor&quot;),p=t(&quot;../../components/dragelement&quot;),g=t(&quot;../../constants/alignment&quot;).FROM_TL,v=t(&quot;../../lib/clear_gl_canvases&quot;),m=t(&quot;../../plot_api/subroutines&quot;).redrawReglTraces,y=t(&quot;../plots&quot;),b=t(&quot;./axis_ids&quot;).getFromId,x=t(&quot;./select&quot;).prepSelect,_=t(&quot;./select&quot;).clearSelect,w=t(&quot;./select&quot;).selectOnClick,A=t(&quot;./scale_zoom&quot;),M=t(&quot;./constants&quot;),T=M.MINDRAG,k=M.MINZOOM,E=!0;function L(t,e,r,n){var i=s.ensureSingle(t.draglayer,e,r,function(e){e.classed(&quot;drag&quot;,!0).style({fill:&quot;transparent&quot;,&quot;stroke-width&quot;:0}).attr(&quot;data-subplot&quot;,t.id)});return i.call(d,n),i.node()}function S(t,e,r,i,a,o,s){var l=L(t,&quot;rect&quot;,e,r);return n.select(l).call(c.setRect,i,a,o,s),l}function C(t,e){for(var r=0;r&lt;t.length;r++)if(!t[r].fixedrange)return e;return&quot;&quot;}function O(t,e,r,n,i){for(var a=0;a&lt;t.length;a++){var o=t[a];if(!o.fixedrange){var s=o._rl[0],l=o._rl[1]-s;o.range=[o.l2r(s+l*e),o.l2r(s+l*r)],n[o._name+&quot;.range[0]&quot;]=o.range[0],n[o._name+&quot;.range[1]&quot;]=o.range[1]}}if(i&amp;&amp;i.length){var u=(e+(1-r))/2;O(i,u,1-u,n,[])}}function R(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];n.fixedrange||(n.range=[n.l2r(n._rl[0]-e/n._m),n.l2r(n._rl[1]-e/n._m)])}}function P(t){return 1-(t&gt;=0?Math.min(t,.9):1/(1/Math.max(t,-.3)+3.222))}function z(t,e,r,n,i){return t.append(&quot;path&quot;).attr(&quot;class&quot;,&quot;zoombox&quot;).style({fill:e&gt;.2?&quot;rgba(0,0,0,0)&quot;:&quot;rgba(255,255,255,0)&quot;,&quot;stroke-width&quot;:0}).attr(&quot;transform&quot;,&quot;translate(&quot;+r+&quot;, &quot;+n+&quot;)&quot;).attr(&quot;d&quot;,i+&quot;Z&quot;)}function I(t,e,r){return t.append(&quot;path&quot;).attr(&quot;class&quot;,&quot;zoombox-corners&quot;).style({fill:u.background,stroke:u.defaultLine,&quot;stroke-width&quot;:1,opacity:0}).attr(&quot;transform&quot;,&quot;translate(&quot;+e+&quot;, &quot;+r+&quot;)&quot;).attr(&quot;d&quot;,&quot;M0,0Z&quot;)}function N(t,e,r,n,i,a){t.attr(&quot;d&quot;,n+&quot;M&quot;+r.l+&quot;,&quot;+r.t+&quot;v&quot;+r.h+&quot;h&quot;+r.w+&quot;v-&quot;+r.h+&quot;h-&quot;+r.w+&quot;Z&quot;),D(t,e,i,a)}function D(t,e,r,n){r||(t.transition().style(&quot;fill&quot;,n&gt;.2?&quot;rgba(0,0,0,0.4)&quot;:&quot;rgba(255,255,255,0.3)&quot;).duration(200),e.transition().style(&quot;opacity&quot;,1).duration(200))}function F(t){n.select(t).selectAll(&quot;.zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners&quot;).remove()}function j(t){E&amp;&amp;t.data&amp;&amp;t._context.showTips&amp;&amp;(s.notifier(s._(t,&quot;Double-click to zoom back out&quot;),&quot;long&quot;),E=!1)}function B(t){return&quot;lasso&quot;===t||&quot;select&quot;===t}function U(t){var e=Math.floor(Math.min(t.b-t.t,t.r-t.l,k)/2);return&quot;M&quot;+(t.l-3.5)+&quot;,&quot;+(t.t-.5+e)+&quot;h3v&quot;+-e+&quot;h&quot;+e+&quot;v-3h-&quot;+(e+3)+&quot;ZM&quot;+(t.r+3.5)+&quot;,&quot;+(t.t-.5+e)+&quot;h-3v&quot;+-e+&quot;h&quot;+-e+&quot;v-3h&quot;+(e+3)+&quot;ZM&quot;+(t.r+3.5)+&quot;,&quot;+(t.b+.5-e)+&quot;h-3v&quot;+e+&quot;h&quot;+-e+&quot;v3h&quot;+(e+3)+&quot;ZM&quot;+(t.l-3.5)+&quot;,&quot;+(t.b+.5-e)+&quot;h3v&quot;+e+&quot;h&quot;+e+&quot;v3h-&quot;+(e+3)+&quot;Z&quot;}function V(t,e,r,n){for(var i,a,o,l,u=!1,c={},f={},h=0;h&lt;e.length;h++){var d=e[h];for(i in r)if(d[i]){for(o in d)(&quot;x&quot;===o.charAt(0)?r:n)[o]||(c[o]=i);for(a in n)d[a]&amp;&amp;(u=!0)}for(a in n)if(d[a])for(l in d)(&quot;x&quot;===l.charAt(0)?r:n)[l]||(f[l]=a)}u&amp;&amp;(s.extendFlat(c,f),f={});var p={},g=[];for(o in c){var v=b(t,o);g.push(v),p[v._id]=v}var m={},y=[];for(l in f){var x=b(t,l);y.push(x),m[x._id]=x}return{xaHash:p,yaHash:m,xaxes:g,yaxes:y,xLinks:c,yLinks:f,isSubplotConstrained:u}}function H(t,e){if(a){var r=void 0!==t.onwheel?&quot;wheel&quot;:&quot;mousewheel&quot;;t._onwheel&amp;&amp;t.removeEventListener(r,t._onwheel),t._onwheel=e,t.addEventListener(r,e,{passive:!1})}else void 0!==t.onwheel?t.onwheel=e:void 0!==t.onmousewheel&amp;&amp;(t.onmousewheel=e)}function q(t){var e=[];for(var r in t)e.push(t[r]);return e}e.exports={makeDragBox:function(t,e,r,a,u,d,E,L){var D,G,X,W,Y,Z,Q,$,J,K,tt,et,rt,nt,it,at,ot,st,lt,ut,ct,ft=t._fullLayout._zoomlayer,ht=E+L===&quot;nsew&quot;,dt=1===(E+L).length;function pt(){if(D=e.xaxis,G=e.yaxis,J=D._length,K=G._length,Q=D._offset,$=G._offset,(X={})[D._id]=D,(W={})[G._id]=G,E&amp;&amp;L)for(var r=e.overlays,n=0;n&lt;r.length;n++){var i=r[n].xaxis;X[i._id]=i;var a=r[n].yaxis;W[a._id]=a}Y=q(X),Z=q(W),rt=C(Y,L),nt=C(Z,E),it=!nt&amp;&amp;!rt,tt=V(t,t._fullLayout._axisConstraintGroups,X,W),et=V(t,t._fullLayout._axisMatchGroups,X,W),at=L||tt.isSubplotConstrained||et.isSubplotConstrained,ot=E||tt.isSubplotConstrained||et.isSubplotConstrained;var o=t._fullLayout;st=o._has(&quot;scattergl&quot;),lt=o._has(&quot;splom&quot;),ut=o._has(&quot;svg&quot;)}pt();var gt=function(t,e,r){return t?&quot;nsew&quot;===t?r?&quot;&quot;:&quot;pan&quot;===e?&quot;move&quot;:&quot;crosshair&quot;:t.toLowerCase()+&quot;-resize&quot;:&quot;pointer&quot;}(nt+rt,t._fullLayout.dragmode,ht),vt=S(e,E+L+&quot;drag&quot;,gt,r,a,u,d);if(it&amp;&amp;!ht)return vt.onmousedown=null,vt.style.pointerEvents=&quot;none&quot;,vt;var mt,yt,bt,xt,_t,wt,At,Mt,Tt,kt,Et={element:vt,gd:t,plotinfo:e};function Lt(){Et.plotinfo.selection=!1,_(ft)}function St(r,i){var a=t._fullLayout.clickmode;if(F(t),2!==r||dt||function(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];rt&amp;&amp;(r=r.concat(Y)),nt&amp;&amp;(r=r.concat(Z)),et.xaxes&amp;&amp;(r=r.concat(et.xaxes)),et.yaxes&amp;&amp;(r=r.concat(et.yaxes));var n,i,a,s={};if(&quot;reset+autosize&quot;===e)for(e=&quot;autosize&quot;,i=0;i&lt;r.length;i++)if((n=r[i])._rangeInitial&amp;&amp;(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&amp;&amp;!n.autorange){e=&quot;reset&quot;;break}if(&quot;autosize&quot;===e)for(i=0;i&lt;r.length;i++)(n=r[i]).fixedrange||(s[n._name+&quot;.autorange&quot;]=!0);else if(&quot;reset&quot;===e)for((rt||tt.isSubplotConstrained)&amp;&amp;(r=r.concat(tt.xaxes)),nt&amp;&amp;!tt.isSubplotConstrained&amp;&amp;(r=r.concat(tt.yaxes)),tt.isSubplotConstrained&amp;&amp;(rt?nt||(r=r.concat(Z)):r=r.concat(Y)),i=0;i&lt;r.length;i++)(n=r[i]).fixedrange||(n._rangeInitial?(a=n._rangeInitial,s[n._name+&quot;.range[0]&quot;]=a[0],s[n._name+&quot;.range[1]&quot;]=a[1]):s[n._name+&quot;.autorange&quot;]=!0);t.emit(&quot;plotly_doubleclick&quot;,null),o.call(&quot;_guiRelayout&quot;,t,s)}}(),ht)a.indexOf(&quot;select&quot;)&gt;-1&amp;&amp;w(i,t,Y,Z,e.id,Et),a.indexOf(&quot;event&quot;)&gt;-1&amp;&amp;f.click(t,i,e.id);else if(1===r&amp;&amp;dt){var s=E?G:D,u=&quot;s&quot;===E||&quot;w&quot;===L?0:1,c=s._name+&quot;.range[&quot;+u+&quot;]&quot;,h=function(t,e){var r,i=t.range[e],a=Math.abs(i-t.range[1-e]);return&quot;date&quot;===t.type?i:&quot;log&quot;===t.type?(r=Math.ceil(Math.max(0,-Math.log(a)/Math.LN10))+3,n.format(&quot;.&quot;+r+&quot;g&quot;)(Math.pow(10,i))):(r=Math.floor(Math.log(Math.abs(i))/Math.LN10)-Math.floor(Math.log(a)/Math.LN10)+4,n.format(&quot;.&quot;+String(r)+&quot;g&quot;)(i))}(s,u),d=&quot;left&quot;,p=&quot;middle&quot;;if(s.fixedrange)return;E?(p=&quot;n&quot;===E?&quot;top&quot;:&quot;bottom&quot;,&quot;right&quot;===s.side&amp;&amp;(d=&quot;right&quot;)):&quot;e&quot;===L&amp;&amp;(d=&quot;right&quot;),t._context.showAxisRangeEntryBoxes&amp;&amp;n.select(vt).call(l.makeEditable,{gd:t,immediate:!0,background:t._fullLayout.paper_bgcolor,text:String(h),fill:s.tickfont?s.tickfont.color:&quot;#444&quot;,horizontalAlign:d,verticalAlign:p}).on(&quot;edit&quot;,function(e){var r=s.d2r(e);void 0!==r&amp;&amp;o.call(&quot;_guiRelayout&quot;,t,c,r)})}}function Ct(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min(J,e+mt)),i=Math.max(0,Math.min(K,r+yt)),a=Math.abs(n-mt),o=Math.abs(i-yt);function s(){At=&quot;&quot;,bt.r=bt.l,bt.t=bt.b,Tt.attr(&quot;d&quot;,&quot;M0,0Z&quot;)}if(bt.l=Math.min(mt,n),bt.r=Math.max(mt,n),bt.t=Math.min(yt,i),bt.b=Math.max(yt,i),tt.isSubplotConstrained)a&gt;k||o&gt;k?(At=&quot;xy&quot;,a/J&gt;o/K?(o=a*K/J,yt&gt;i?bt.t=yt-o:bt.b=yt+o):(a=o*J/K,mt&gt;n?bt.l=mt-a:bt.r=mt+a),Tt.attr(&quot;d&quot;,U(bt))):s();else if(et.isSubplotConstrained)if(a&gt;k||o&gt;k){At=&quot;xy&quot;;var l=Math.min(bt.l/J,(K-bt.b)/K),u=Math.max(bt.r/J,(K-bt.t)/K);bt.l=l*J,bt.r=u*J,bt.b=(1-l)*K,bt.t=(1-u)*K,Tt.attr(&quot;d&quot;,U(bt))}else s();else!nt||o&lt;Math.min(Math.max(.6*a,T),k)?a&lt;T||!rt?s():(bt.t=0,bt.b=K,At=&quot;x&quot;,Tt.attr(&quot;d&quot;,function(t,e){return&quot;M&quot;+(t.l-.5)+&quot;,&quot;+(e-k-.5)+&quot;h-3v&quot;+(2*k+1)+&quot;h3ZM&quot;+(t.r+.5)+&quot;,&quot;+(e-k-.5)+&quot;h3v&quot;+(2*k+1)+&quot;h-3Z&quot;}(bt,yt))):!rt||a&lt;Math.min(.6*o,k)?(bt.l=0,bt.r=J,At=&quot;y&quot;,Tt.attr(&quot;d&quot;,function(t,e){return&quot;M&quot;+(e-k-.5)+&quot;,&quot;+(t.t-.5)+&quot;v-3h&quot;+(2*k+1)+&quot;v3ZM&quot;+(e-k-.5)+&quot;,&quot;+(t.b+.5)+&quot;v3h&quot;+(2*k+1)+&quot;v-3Z&quot;}(bt,mt))):(At=&quot;xy&quot;,Tt.attr(&quot;d&quot;,U(bt)));bt.w=bt.r-bt.l,bt.h=bt.b-bt.t,At&amp;&amp;(kt=!0),t._dragged=kt,N(Mt,Tt,bt,_t,wt,xt),wt=!0}function Ot(){if(ct={},Math.min(bt.h,bt.w)&lt;2*T)return F(t);&quot;xy&quot;!==At&amp;&amp;&quot;x&quot;!==At||(O(Y,bt.l/J,bt.r/J,ct,tt.xaxes),Dt(&quot;x&quot;,ct)),&quot;xy&quot;!==At&amp;&amp;&quot;y&quot;!==At||(O(Z,(K-bt.b)/K,(K-bt.t)/K,ct,tt.yaxes),Dt(&quot;y&quot;,ct)),F(t),jt(),j(t)}Et.prepFn=function(e,r,n){var a=Et.dragmode,o=t._fullLayout.dragmode;o!==a&amp;&amp;(Et.dragmode=o),pt(),it||(ht?e.shiftKey?&quot;pan&quot;===o?o=&quot;zoom&quot;:B(o)||(o=&quot;pan&quot;):e.ctrlKey&amp;&amp;(o=&quot;pan&quot;):o=&quot;pan&quot;),Et.minDrag=&quot;lasso&quot;===o?1:void 0,B(o)?(Et.xaxes=Y,Et.yaxes=Z,x(e,r,n,Et,o)):(Et.clickFn=St,B(a)&amp;&amp;Lt(),it||(&quot;zoom&quot;===o?(Et.moveFn=Ct,Et.doneFn=Ot,Et.minDrag=1,function(e,r,n){var a=vt.getBoundingClientRect();mt=r-a.left,yt=n-a.top,bt={l:mt,r:mt,w:0,t:yt,b:yt,h:0},xt=t._hmpixcount?t._hmlumcount/t._hmpixcount:i(t._fullLayout.plot_bgcolor).getLuminance(),wt=!1,At=&quot;xy&quot;,kt=!1,Mt=z(ft,xt,Q,$,_t=&quot;M0,0H&quot;+J+&quot;V&quot;+K+&quot;H0V0&quot;),Tt=I(ft,Q,$)}(0,r,n)):&quot;pan&quot;===o&amp;&amp;(Et.moveFn=Nt,Et.doneFn=jt)))},p.init(Et);var Rt=[0,0,J,K],Pt=null,zt=M.REDRAWDELAY,It=e.mainplot?t._fullLayout._plots[e.mainplot]:e;function Nt(e,r){if(!t._transitioningWithDuration){if(t._fullLayout._replotting=!0,&quot;ew&quot;===rt||&quot;ns&quot;===nt)return rt&amp;&amp;(R(Y,e),Dt(&quot;x&quot;)),nt&amp;&amp;(R(Z,r),Dt(&quot;y&quot;)),Bt([rt?-e:0,nt?-r:0,J,K]),void Ft();if(tt.isSubplotConstrained&amp;&amp;rt&amp;&amp;nt){var n=&quot;w&quot;===rt==(&quot;n&quot;===nt)?1:-1,i=(e/J+n*r/K)/2;e=i*J,r=n*i*K}&quot;w&quot;===rt?e=l(Y,0,e):&quot;e&quot;===rt?e=l(Y,1,-e):rt||(e=0),&quot;n&quot;===nt?r=l(Z,1,r):&quot;s&quot;===nt?r=l(Z,0,-r):nt||(r=0);var a=&quot;w&quot;===rt?e:0,o=&quot;n&quot;===nt?r:0;if(tt.isSubplotConstrained){var s;if(!rt&amp;&amp;1===nt.length){for(s=0;s&lt;Y.length;s++)Y[s].range=Y[s]._r.slice(),A(Y[s],1-r/K);a=(e=r*J/K)/2}if(!nt&amp;&amp;1===rt.length){for(s=0;s&lt;Z.length;s++)Z[s].range=Z[s]._r.slice(),A(Z[s],1-e/J);o=(r=e*K/J)/2}}Dt(&quot;x&quot;),Dt(&quot;y&quot;),Bt([a,o,J-e,K-r]),Ft()}function l(t,e,r){for(var n,i,a=1-e,o=0;o&lt;t.length;o++){var s=t[o];if(!s.fixedrange){n=s,i=s._rl[a]+(s._rl[e]-s._rl[a])/P(r/s._length);var l=s.l2r(i);!1!==l&amp;&amp;void 0!==l&amp;&amp;(s.range[e]=l)}}return n._length*(n._rl[e]-i)/(n._rl[e]-n._rl[a])}}function Dt(t,e){for(var r=et.isSubplotConstrained?{x:Z,y:Y}[t]:et[t+&quot;axes&quot;],n=et.isSubplotConstrained?{x:Y,y:Z}[t]:[],i=0;i&lt;r.length;i++){var a=r[i],o=a._id,s=et.xLinks[o]||et.yLinks[o],l=n[0]||X[s]||W[s];if(l){var u=l.range;e?(e[a._name+&quot;.range[0]&quot;]=u[0],e[a._name+&quot;.range[1]&quot;]=u[1]):a.range=u}}}function Ft(){var e,r=[];function n(t){for(e=0;e&lt;t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(at&amp;&amp;(n(Y),n(tt.xaxes),n(et.xaxes)),ot&amp;&amp;(n(Z),n(tt.yaxes),n(et.yaxes)),ct={},e=0;e&lt;r.length;e++){var i=r[e],a=b(t,i);h.drawOne(t,a,{skipTitle:!0}),ct[a._name+&quot;.range[0]&quot;]=a.range[0],ct[a._name+&quot;.range[1]&quot;]=a.range[1]}h.redrawComponents(t,r)}function jt(){Bt([0,0,J,K]),s.syncOrAsync([y.previousPromises,function(){t._fullLayout._replotting=!1,o.call(&quot;_guiRelayout&quot;,t,ct)}],t)}function Bt(e){var r,n,i,a,l=t._fullLayout,u=l._plots,f=l._subplots.cartesian;if(lt&amp;&amp;o.subplotsRegistry.splom.drag(t),st)for(r=0;r&lt;f.length;r++)if(i=(n=u[f[r]]).xaxis,a=n.yaxis,n._scene){var h=s.simpleMap(i.range,i.r2l),d=s.simpleMap(a.range,a.r2l);n._scene.update({range:[h[0],d[0],h[1],d[1]]})}if((lt||st)&amp;&amp;(v(t),m(t)),ut){var p=e[2]/D._length,g=e[3]/G._length;for(r=0;r&lt;f.length;r++){i=(n=u[f[r]]).xaxis,a=n.yaxis;var y,b,x,_,w=at&amp;&amp;!i.fixedrange&amp;&amp;X[i._id],A=ot&amp;&amp;!a.fixedrange&amp;&amp;W[a._id];if(w?(y=p,x=L?e[0]:Ht(i,y)):et.xaHash[i._id]?(y=p,x=e[0]*i._length/D._length):et.yaHash[i._id]?(y=g,x=&quot;ns&quot;===nt?-e[1]*i._length/G._length:Ht(i,y,{n:&quot;top&quot;,s:&quot;bottom&quot;}[nt])):x=Vt(i,y=Ut(i,p,g)),A?(b=g,_=E?e[1]:Ht(a,b)):et.yaHash[a._id]?(b=g,_=e[1]*a._length/G._length):et.xaHash[a._id]?(b=p,_=&quot;ew&quot;===rt?-e[0]*a._length/D._length:Ht(a,b,{e:&quot;right&quot;,w:&quot;left&quot;}[rt])):_=Vt(a,b=Ut(a,p,g)),y||b){y||(y=1),b||(b=1);var M=i._offset-x/y,T=a._offset-_/b;n.clipRect.call(c.setTranslate,x,_).call(c.setScale,y,b),n.plot.call(c.setTranslate,M,T).call(c.setScale,1/y,1/b),y===n.xScaleFactor&amp;&amp;b===n.yScaleFactor||(c.setPointGroupScale(n.zoomScalePts,y,b),c.setTextPointsScale(n.zoomScaleTxt,y,b)),c.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=y,n.yScaleFactor=b}}}}function Ut(t,e,r){return t.fixedrange?0:at&amp;&amp;tt.xaHash[t._id]?e:ot&amp;&amp;(tt.isSubplotConstrained?tt.xaHash:tt.yaHash)[t._id]?r:0}function Vt(t,e){return e?(t.range=t._r.slice(),A(t,e),Ht(t,e)):0}function Ht(t,e,r){return t._length*(1-e)*g[r||t.constraintoward||&quot;middle&quot;]}return E.length*L.length!=1&amp;&amp;H(vt,function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(Lt(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();pt(),clearTimeout(Pt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,i=Math.exp(-Math.min(Math.max(r,-20),20)/200),a=It.draglayer.select(&quot;.nsewdrag&quot;).node().getBoundingClientRect(),o=(e.clientX-a.left)/a.width,l=(a.bottom-e.clientY)/a.height;if(at){for(L||(o=.5),n=0;n&lt;Y.length;n++)u(Y[n],o,i);Dt(&quot;x&quot;),Rt[2]*=i,Rt[0]+=Rt[2]*o*(1/i-1)}if(ot){for(E||(l=.5),n=0;n&lt;Z.length;n++)u(Z[n],l,i);Dt(&quot;y&quot;),Rt[3]*=i,Rt[1]+=Rt[3]*(1-l)*(1/i-1)}Bt(Rt),Ft(),Pt=setTimeout(function(){Rt=[0,0,J,K],jt()},zt),e.preventDefault()}else s.log(&quot;Did not find wheel motion attributes: &quot;,e)}function u(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),i=n[0]+(n[1]-n[0])*e;t.range=n.map(function(e){return t.l2r(i+(e-i)*r)})}}}),vt},makeDragger:L,makeRectDragger:S,makeZoombox:z,makeCorners:I,updateZoombox:N,xyCorners:U,transitionZoombox:D,removeZoombox:F,showDoubleClickNotifier:j,attachWheelEventHandler:H}},{&quot;../../components/color&quot;:376,&quot;../../components/dragelement&quot;:394,&quot;../../components/drawing&quot;:397,&quot;../../components/fx&quot;:415,&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/clear_gl_canvases&quot;:483,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/subroutines&quot;:532,&quot;../../registry&quot;:592,&quot;../plots&quot;:584,&quot;./axes&quot;:541,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,&quot;./scale_zoom&quot;:557,&quot;./select&quot;:558,d3:81,&quot;has-passive-events&quot;:252,tinycolor2:342}],550:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../components/fx&quot;),a=t(&quot;../../components/dragelement&quot;),o=t(&quot;../../lib/setcursor&quot;),s=t(&quot;./dragbox&quot;).makeDragBox,l=t(&quot;./constants&quot;).DRAGGERSIZE;r.initInteractions=function(t){var e=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(&quot;.drag&quot;).remove();else if(e._has(&quot;cartesian&quot;)||e._has(&quot;splom&quot;)){Object.keys(e._plots||{}).sort(function(t,r){if((e._plots[t].mainplot&amp;&amp;!0)===(e._plots[r].mainplot&amp;&amp;!0)){var n=t.split(&quot;y&quot;),i=r.split(&quot;y&quot;);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,u=n.yaxis;if(!n.mainplot){var c=s(t,n,o._offset,u._offset,o._length,u._length,&quot;ns&quot;,&quot;ew&quot;);c.onmousemove=function(e){t._fullLayout._rehover=function(){t._fullLayout._hoversubplot===r&amp;&amp;i.hover(t,e,r)},i.hover(t,e,r),t._fullLayout._lasthover=c,t._fullLayout._hoversubplot=r},c.onmouseout=function(e){t._dragging||(t._fullLayout._hoversubplot=null,a.unhover(t,e))},t._context.showAxisDragHandles&amp;&amp;(s(t,n,o._offset-l,u._offset-l,l,l,&quot;n&quot;,&quot;w&quot;),s(t,n,o._offset+o._length,u._offset-l,l,l,&quot;n&quot;,&quot;e&quot;),s(t,n,o._offset-l,u._offset+u._length,l,l,&quot;s&quot;,&quot;w&quot;),s(t,n,o._offset+o._length,u._offset+u._length,l,l,&quot;s&quot;,&quot;e&quot;))}if(t._context.showAxisDragHandles){if(r===o._mainSubplot){var f=o._mainLinePosition;&quot;top&quot;===o.side&amp;&amp;(f-=l),s(t,n,o._offset+.1*o._length,f,.8*o._length,l,&quot;&quot;,&quot;ew&quot;),s(t,n,o._offset,f,.1*o._length,l,&quot;&quot;,&quot;w&quot;),s(t,n,o._offset+.9*o._length,f,.1*o._length,l,&quot;&quot;,&quot;e&quot;)}if(r===u._mainSubplot){var h=u._mainLinePosition;&quot;right&quot;!==u.side&amp;&amp;(h-=l),s(t,n,h,u._offset+.1*u._length,l,.8*u._length,&quot;ns&quot;,&quot;&quot;),s(t,n,h,u._offset+.9*u._length,l,.1*u._length,&quot;s&quot;,&quot;&quot;),s(t,n,h,u._offset,l,.1*u._length,&quot;n&quot;,&quot;&quot;)}}});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=&quot;pan&quot;===e.dragmode?&quot;move&quot;:&quot;crosshair&quot;;o(e._draggers,r)}},{&quot;../../components/dragelement&quot;:394,&quot;../../components/fx&quot;:415,&quot;../../lib/setcursor&quot;:514,&quot;./constants&quot;:547,&quot;./dragbox&quot;:549,d3:81}],551:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;);e.exports=function(t){return function(e,r){var a=e[t];if(Array.isArray(a))for(var o=n.subplotsRegistry.cartesian,s=o.idRegex,l=r._subplots,u=l.xaxis,c=l.yaxis,f=l.cartesian,h=r._has(&quot;cartesian&quot;)||r._has(&quot;gl2d&quot;),d=0;d&lt;a.length;d++){var p=a[d];if(i.isPlainObject(p)){var g=p.xref,v=p.yref,m=s.x.test(g),y=s.y.test(v);if(m||y){h||i.pushUnique(r._basePlotModules,o);var b=!1;m&amp;&amp;-1===u.indexOf(g)&amp;&amp;(u.push(g),b=!0),y&amp;&amp;-1===c.indexOf(v)&amp;&amp;(c.push(v),b=!0),b&amp;&amp;m&amp;&amp;y&amp;&amp;f.push(g+v)}}}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],552:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../plots&quot;),s=t(&quot;../../components/drawing&quot;),l=t(&quot;../get_data&quot;).getModuleCalcData,u=t(&quot;./axis_ids&quot;),c=t(&quot;./constants&quot;),f=t(&quot;../../constants/xmlns_namespaces&quot;),h=a.ensureSingle;function d(t,e,r){return a.ensureSingle(t,e,r,function(t){t.datum(r)})}function p(t,e,r,a,o){for(var u,f,h,d=c.traceLayerClasses,p=t._fullLayout,g=p._modules,v=[],m=[],y=0;y&lt;g.length;y++){var b=(u=g[y]).name,x=i.modules[b].categories;if(x.svg){var _=u.layerName||b+&quot;layer&quot;,w=u.plot;h=(f=l(r,w))[0],r=f[1],h.length&amp;&amp;v.push({i:d.indexOf(_),className:_,plotMethod:w,cdModule:h}),x.zoomScale&amp;&amp;m.push(&quot;.&quot;+_)}}v.sort(function(t,e){return t.i-e.i});var A=e.plot.selectAll(&quot;g.mlayer&quot;).data(v,function(t){return t.className});if(A.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return t.className}).classed(&quot;mlayer&quot;,!0),A.exit().remove(),A.order(),A.each(function(r){var i=n.select(this),l=r.className;r.plotMethod(t,e,r.cdModule,i,a,o),&quot;scatterlayer&quot;!==l&amp;&amp;&quot;barlayer&quot;!==l&amp;&amp;&quot;waterfalllayer&quot;!==l&amp;&amp;s.setClipUrl(i,e.layerClipId,t)}),p._has(&quot;scattergl&quot;)&amp;&amp;(u=i.getModule(&quot;scattergl&quot;),h=l(r,u)[0],u.plot(t,e,h)),!t._context.staticPlot&amp;&amp;(e._hasClipOnAxisFalse&amp;&amp;(e.clipOnAxisFalseTraces=e.plot.selectAll(&quot;.scatterlayer, .barlayer, .waterfalllayer&quot;).selectAll(&quot;.trace&quot;)),m.length)){var M=e.plot.selectAll(m.join(&quot;,&quot;)).selectAll(&quot;.trace&quot;);e.zoomScalePts=M.selectAll(&quot;path.point&quot;),e.zoomScaleTxt=M.selectAll(&quot;.textpoint&quot;)}}function g(t,e){var r=e.plotgroup,n=e.id,i=c.layerValue2layerClass[e.xaxis.layer],a=c.layerValue2layerClass[e.yaxis.layer],o=t._fullLayout._hasOnlyLargeSploms;if(e.mainplot){var s=e.mainplotinfo,l=s.plotgroup,f=n+&quot;-x&quot;,p=n+&quot;-y&quot;;e.gridlayer=s.gridlayer,e.zerolinelayer=s.zerolinelayer,h(s.overlinesBelow,&quot;path&quot;,f),h(s.overlinesBelow,&quot;path&quot;,p),h(s.overaxesBelow,&quot;g&quot;,f),h(s.overaxesBelow,&quot;g&quot;,p),e.plot=h(s.overplot,&quot;g&quot;,n),h(s.overlinesAbove,&quot;path&quot;,f),h(s.overlinesAbove,&quot;path&quot;,p),h(s.overaxesAbove,&quot;g&quot;,f),h(s.overaxesAbove,&quot;g&quot;,p),e.xlines=l.select(&quot;.overlines-&quot;+i).select(&quot;.&quot;+f),e.ylines=l.select(&quot;.overlines-&quot;+a).select(&quot;.&quot;+p),e.xaxislayer=l.select(&quot;.overaxes-&quot;+i).select(&quot;.&quot;+f),e.yaxislayer=l.select(&quot;.overaxes-&quot;+a).select(&quot;.&quot;+p)}else if(o)e.xlines=h(r,&quot;path&quot;,&quot;xlines-above&quot;),e.ylines=h(r,&quot;path&quot;,&quot;ylines-above&quot;),e.xaxislayer=h(r,&quot;g&quot;,&quot;xaxislayer-above&quot;),e.yaxislayer=h(r,&quot;g&quot;,&quot;yaxislayer-above&quot;);else{var g=h(r,&quot;g&quot;,&quot;layer-subplot&quot;);e.shapelayer=h(g,&quot;g&quot;,&quot;shapelayer&quot;),e.imagelayer=h(g,&quot;g&quot;,&quot;imagelayer&quot;),e.gridlayer=h(r,&quot;g&quot;,&quot;gridlayer&quot;),e.zerolinelayer=h(r,&quot;g&quot;,&quot;zerolinelayer&quot;),h(r,&quot;path&quot;,&quot;xlines-below&quot;),h(r,&quot;path&quot;,&quot;ylines-below&quot;),e.overlinesBelow=h(r,&quot;g&quot;,&quot;overlines-below&quot;),h(r,&quot;g&quot;,&quot;xaxislayer-below&quot;),h(r,&quot;g&quot;,&quot;yaxislayer-below&quot;),e.overaxesBelow=h(r,&quot;g&quot;,&quot;overaxes-below&quot;),e.plot=h(r,&quot;g&quot;,&quot;plot&quot;),e.overplot=h(r,&quot;g&quot;,&quot;overplot&quot;),e.xlines=h(r,&quot;path&quot;,&quot;xlines-above&quot;),e.ylines=h(r,&quot;path&quot;,&quot;ylines-above&quot;),e.overlinesAbove=h(r,&quot;g&quot;,&quot;overlines-above&quot;),h(r,&quot;g&quot;,&quot;xaxislayer-above&quot;),h(r,&quot;g&quot;,&quot;yaxislayer-above&quot;),e.overaxesAbove=h(r,&quot;g&quot;,&quot;overaxes-above&quot;),e.xlines=r.select(&quot;.xlines-&quot;+i),e.ylines=r.select(&quot;.ylines-&quot;+a),e.xaxislayer=r.select(&quot;.xaxislayer-&quot;+i),e.yaxislayer=r.select(&quot;.yaxislayer-&quot;+a)}o||(d(e.gridlayer,&quot;g&quot;,e.xaxis._id),d(e.gridlayer,&quot;g&quot;,e.yaxis._id),e.gridlayer.selectAll(&quot;g&quot;).map(function(t){return t[0]}).sort(u.idSort)),e.xlines.style(&quot;fill&quot;,&quot;none&quot;).classed(&quot;crisp&quot;,!0),e.ylines.style(&quot;fill&quot;,&quot;none&quot;).classed(&quot;crisp&quot;,!0)}function v(t,e){if(t){var r={};for(var i in t.each(function(t){var i=t[0];n.select(this).remove(),m(i,e),r[i]=!0}),e._plots)for(var a=e._plots[i].overlays||[],o=0;o&lt;a.length;o++){var s=a[o];r[s.id]&amp;&amp;s.plot.selectAll(&quot;.trace&quot;).remove()}}}function m(t,e){e._draggers.selectAll(&quot;g.&quot;+t).remove(),e._defs.select(&quot;#clip&quot;+e._uid+t+&quot;plot&quot;).remove()}r.name=&quot;cartesian&quot;,r.attr=[&quot;xaxis&quot;,&quot;yaxis&quot;],r.idRoot=[&quot;x&quot;,&quot;y&quot;],r.idRegex=c.idRegex,r.attrRegex=c.attrRegex,r.attributes=t(&quot;./attributes&quot;),r.layoutAttributes=t(&quot;./layout_attributes&quot;),r.supplyLayoutDefaults=t(&quot;./layout_defaults&quot;),r.transitionAxes=t(&quot;./transition_axes&quot;),r.finalizeSubplots=function(t,e){var r,n,i,o=e._subplots,s=o.xaxis,l=o.yaxis,f=o.cartesian,h=f.concat(o.gl2d||[]),d={},p={};for(r=0;r&lt;h.length;r++){var g=h[r].split(&quot;y&quot;);d[g[0]]=1,p[&quot;y&quot;+g[1]]=1}for(r=0;r&lt;s.length;r++)d[n=s[r]]||(i=(t[u.id2name(n)]||{}).anchor,c.idRegex.y.test(i)||(i=&quot;y&quot;),f.push(n+i),h.push(n+i),p[i]||(p[i]=1,a.pushUnique(l,i)));for(r=0;r&lt;l.length;r++)p[i=l[r]]||(n=(t[u.id2name(i)]||{}).anchor,c.idRegex.x.test(n)||(n=&quot;x&quot;),f.push(n+i),h.push(n+i),d[n]||(d[n]=1,a.pushUnique(s,n)));if(!h.length){for(var v in n=&quot;&quot;,i=&quot;&quot;,t){if(c.attrRegex.test(v))&quot;x&quot;===v.charAt(0)?(!n||+v.substr(5)&lt;+n.substr(5))&amp;&amp;(n=v):(!i||+v.substr(5)&lt;+i.substr(5))&amp;&amp;(i=v)}n=n?u.name2id(n):&quot;x&quot;,i=i?u.name2id(i):&quot;y&quot;,s.push(n),l.push(i),f.push(n+i)}},r.plot=function(t,e,r,n){var i,a=t._fullLayout,o=a._subplots.cartesian,s=t.calcdata;if(null!==e){if(!Array.isArray(e))for(e=[],i=0;i&lt;s.length;i++)e.push(i);for(i=0;i&lt;o.length;i++){for(var l,u=o[i],c=a._plots[u],f=[],h=0;h&lt;s.length;h++){var d=s[h],g=d[0].trace;g.xaxis+g.yaxis===u&amp;&amp;((-1!==e.indexOf(g.index)||g.carpet)&amp;&amp;(l&amp;&amp;l[0].trace.xaxis+l[0].trace.yaxis===u&amp;&amp;-1!==[&quot;tonextx&quot;,&quot;tonexty&quot;,&quot;tonext&quot;].indexOf(g.fill)&amp;&amp;-1===f.indexOf(l)&amp;&amp;f.push(l),f.push(d)),l=d)}p(t,c,f,r,n)}}},r.clean=function(t,e,r,n){var i,a,o,s=n._plots||{},l=e._plots||{},c=n._subplots||{};if(n._hasOnlyLargeSploms&amp;&amp;!e._hasOnlyLargeSploms)for(o in s)(i=s[o]).plotgroup&amp;&amp;i.plotgroup.remove();var f=n._has&amp;&amp;n._has(&quot;gl&quot;),h=e._has&amp;&amp;e._has(&quot;gl&quot;);if(f&amp;&amp;!h)for(o in s)(i=s[o])._scene&amp;&amp;i._scene.destroy();if(c.xaxis&amp;&amp;c.yaxis){var d=u.listIds({_fullLayout:n});for(a=0;a&lt;d.length;a++){var p=d[a];e[u.id2name(p)]||n._infolayer.selectAll(&quot;.g-&quot;+p+&quot;title&quot;).remove()}}var g=n._has&amp;&amp;n._has(&quot;cartesian&quot;),y=e._has&amp;&amp;e._has(&quot;cartesian&quot;);if(g&amp;&amp;!y)v(n._cartesianlayer.selectAll(&quot;.subplot&quot;),n),n._defs.selectAll(&quot;.axesclip&quot;).remove(),delete n._axisConstraintGroups;else if(c.cartesian)for(a=0;a&lt;c.cartesian.length;a++){var b=c.cartesian[a];if(!l[b]){var x=&quot;.&quot;+b+&quot;,.&quot;+b+&quot;-x,.&quot;+b+&quot;-y&quot;;n._cartesianlayer.selectAll(x).remove(),m(b,n)}}},r.drawFramework=function(t){var e=t._fullLayout,r=function(t){var e,r,n,i,a,o,s=t._fullLayout,l=s._subplots.cartesian,u=l.length,c=[],f=[];for(e=0;e&lt;u;e++){n=l[e],i=s._plots[n],a=i.xaxis,o=i.yaxis;var h=a._mainAxis,d=o._mainAxis,p=h._id+d._id,g=s._plots[p];i.overlays=[],p!==n&amp;&amp;g?(i.mainplot=p,i.mainplotinfo=g,f.push(n)):(i.mainplot=void 0,i.mainPlotinfo=void 0,c.push(n))}for(e=0;e&lt;f.length;e++)n=f[e],(i=s._plots[n]).mainplotinfo.overlays.push(i);var v=c.concat(f),m=new Array(u);for(e=0;e&lt;u;e++){n=v[e],i=s._plots[n],a=i.xaxis,o=i.yaxis;var y=[n,a.layer,o.layer,a.overlaying||&quot;&quot;,o.overlaying||&quot;&quot;];for(r=0;r&lt;i.overlays.length;r++)y.push(i.overlays[r].id);m[e]=y}return m}(t),i=e._cartesianlayer.selectAll(&quot;.subplot&quot;).data(r,String);i.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return&quot;subplot &quot;+t[0]}),i.order(),i.exit().call(v,e),i.each(function(r){var i=r[0],a=e._plots[i];a.plotgroup=n.select(this),g(t,a),a.draglayer=h(e._draggers,&quot;g&quot;,i)})},r.rangePlot=function(t,e,r){g(t,e),p(t,e,r),o.style(t)},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(&quot;.svg-container&quot;);r.filter(function(t,e){return e===r.size()-1}).selectAll(&quot;.gl-canvas-context, .gl-canvas-focus&quot;).each(function(){var t=this.toDataURL(&quot;image/png&quot;);e.append(&quot;svg:image&quot;).attr({xmlns:f.svg,&quot;xlink:href&quot;:t,preserveAspectRatio:&quot;none&quot;,x:0,y:0,width:this.width,height:this.height})})},r.updateFx=t(&quot;./graph_interact&quot;).updateFx},{&quot;../../components/drawing&quot;:397,&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../get_data&quot;:569,&quot;../plots&quot;:584,&quot;./attributes&quot;:539,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,&quot;./graph_interact&quot;:550,&quot;./layout_attributes&quot;:553,&quot;./layout_defaults&quot;:554,&quot;./transition_axes&quot;:563,d3:81}],553:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../font_attributes&quot;),i=t(&quot;../../components/color/attributes&quot;),a=t(&quot;../../components/drawing/attributes&quot;).dash,o=t(&quot;../../lib/extend&quot;).extendFlat,s=t(&quot;../../plot_api/plot_template&quot;).templatedArray,l=t(&quot;./constants&quot;);e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},color:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},title:{text:{valType:&quot;string&quot;,editType:&quot;ticks&quot;},font:n({editType:&quot;ticks&quot;}),editType:&quot;ticks&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;-&quot;,&quot;linear&quot;,&quot;log&quot;,&quot;date&quot;,&quot;category&quot;,&quot;multicategory&quot;],dflt:&quot;-&quot;,editType:&quot;calc&quot;,_noTemplating:!0},autorange:{valType:&quot;enumerated&quot;,values:[!0,!1,&quot;reversed&quot;],dflt:!0,editType:&quot;axrange&quot;,impliedEdits:{&quot;range[0]&quot;:void 0,&quot;range[1]&quot;:void 0}},rangemode:{valType:&quot;enumerated&quot;,values:[&quot;normal&quot;,&quot;tozero&quot;,&quot;nonnegative&quot;],dflt:&quot;normal&quot;,editType:&quot;plot&quot;},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;axrange&quot;,impliedEdits:{&quot;^autorange&quot;:!1},anim:!0},{valType:&quot;any&quot;,editType:&quot;axrange&quot;,impliedEdits:{&quot;^autorange&quot;:!1},anim:!0}],editType:&quot;axrange&quot;,impliedEdits:{autorange:!1},anim:!0},fixedrange:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},scaleanchor:{valType:&quot;enumerated&quot;,values:[l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},scaleratio:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;plot&quot;},constrain:{valType:&quot;enumerated&quot;,values:[&quot;range&quot;,&quot;domain&quot;],dflt:&quot;range&quot;,editType:&quot;plot&quot;},constraintoward:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],editType:&quot;plot&quot;},matches:{valType:&quot;enumerated&quot;,values:[l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;calc&quot;},tickmode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;linear&quot;,&quot;array&quot;],editType:&quot;ticks&quot;,impliedEdits:{tick0:void 0,dtick:void 0}},nticks:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;ticks&quot;},tick0:{valType:&quot;any&quot;,editType:&quot;ticks&quot;,impliedEdits:{tickmode:&quot;linear&quot;}},dtick:{valType:&quot;any&quot;,editType:&quot;ticks&quot;,impliedEdits:{tickmode:&quot;linear&quot;}},tickvals:{valType:&quot;data_array&quot;,editType:&quot;ticks&quot;},ticktext:{valType:&quot;data_array&quot;,editType:&quot;ticks&quot;},ticks:{valType:&quot;enumerated&quot;,values:[&quot;outside&quot;,&quot;inside&quot;,&quot;&quot;],editType:&quot;ticks&quot;},tickson:{valType:&quot;enumerated&quot;,values:[&quot;labels&quot;,&quot;boundaries&quot;],dflt:&quot;labels&quot;,editType:&quot;ticks&quot;},mirror:{valType:&quot;enumerated&quot;,values:[!0,&quot;ticks&quot;,!1,&quot;all&quot;,&quot;allticks&quot;],dflt:!1,editType:&quot;ticks+layoutstyle&quot;},ticklen:{valType:&quot;number&quot;,min:0,dflt:5,editType:&quot;ticks&quot;},tickwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks&quot;},tickcolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},showticklabels:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},automargin:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks&quot;},showspikes:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;modebar&quot;},spikecolor:{valType:&quot;color&quot;,dflt:null,editType:&quot;none&quot;},spikethickness:{valType:&quot;number&quot;,dflt:3,editType:&quot;none&quot;},spikedash:o({},a,{dflt:&quot;dash&quot;,editType:&quot;none&quot;}),spikemode:{valType:&quot;flaglist&quot;,flags:[&quot;toaxis&quot;,&quot;across&quot;,&quot;marker&quot;],dflt:&quot;toaxis&quot;,editType:&quot;none&quot;},spikesnap:{valType:&quot;enumerated&quot;,values:[&quot;data&quot;,&quot;cursor&quot;],dflt:&quot;data&quot;,editType:&quot;none&quot;},tickfont:n({editType:&quot;ticks&quot;}),tickangle:{valType:&quot;angle&quot;,dflt:&quot;auto&quot;,editType:&quot;ticks&quot;},tickprefix:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},showtickprefix:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},ticksuffix:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},showticksuffix:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},showexponent:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},exponentformat:{valType:&quot;enumerated&quot;,values:[&quot;none&quot;,&quot;e&quot;,&quot;E&quot;,&quot;power&quot;,&quot;SI&quot;,&quot;B&quot;],dflt:&quot;B&quot;,editType:&quot;ticks&quot;},separatethousands:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks&quot;},tickformat:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},tickformatstops:s(&quot;tickformatstop&quot;,{enabled:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},dtickrange:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;ticks&quot;},{valType:&quot;any&quot;,editType:&quot;ticks&quot;}],editType:&quot;ticks&quot;},value:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},editType:&quot;ticks&quot;}),hoverformat:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;none&quot;},showline:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks+layoutstyle&quot;},linecolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;layoutstyle&quot;},linewidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks+layoutstyle&quot;},showgrid:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},gridcolor:{valType:&quot;color&quot;,dflt:i.lightLine,editType:&quot;ticks&quot;},gridwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks&quot;},zeroline:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},zerolinecolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},zerolinewidth:{valType:&quot;number&quot;,dflt:1,editType:&quot;ticks&quot;},showdividers:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},dividercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},dividerwidth:{valType:&quot;number&quot;,dflt:1,editType:&quot;ticks&quot;},anchor:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;,l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},side:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;bottom&quot;,&quot;left&quot;,&quot;right&quot;],editType:&quot;plot&quot;},overlaying:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;,l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;above traces&quot;,&quot;below traces&quot;],dflt:&quot;above traces&quot;,editType:&quot;plot&quot;},domain:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;}],dflt:[0,1],editType:&quot;plot&quot;},position:{valType:&quot;number&quot;,min:0,max:1,dflt:0,editType:&quot;plot&quot;},categoryorder:{valType:&quot;enumerated&quot;,values:[&quot;trace&quot;,&quot;category ascending&quot;,&quot;category descending&quot;,&quot;array&quot;],dflt:&quot;trace&quot;,editType:&quot;calc&quot;},categoryarray:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;calc&quot;,_deprecated:{autotick:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},title:{valType:&quot;string&quot;,editType:&quot;ticks&quot;},titlefont:n({editType:&quot;ticks&quot;})}}},{&quot;../../components/color/attributes&quot;:375,&quot;../../components/drawing/attributes&quot;:396,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/plot_template&quot;:531,&quot;../font_attributes&quot;:567,&quot;./constants&quot;:547}],554:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/color&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;../layout_attributes&quot;),s=t(&quot;./layout_attributes&quot;),l=t(&quot;./type_defaults&quot;),u=t(&quot;./axis_defaults&quot;),c=t(&quot;./constraints&quot;).handleConstraintDefaults,f=t(&quot;./position_defaults&quot;),h=t(&quot;./axis_ids&quot;),d=h.id2name,p=h.name2id,g=t(&quot;../../registry&quot;),v=g.traceIs,m=g.getComponentMethod;function y(t,e,r){Array.isArray(t[e])?t[e].push(r):t[e]=[r]}e.exports=function(t,e,r){var h,g,b={},x={},_={},w={},A={};for(h=0;h&lt;r.length;h++){var M=r[h];if(v(M,&quot;cartesian&quot;)||v(M,&quot;gl2d&quot;)){var T,k;if(M.xaxis)y(b,T=d(M.xaxis),M);else if(M.xaxes)for(g=0;g&lt;M.xaxes.length;g++)y(b,d(M.xaxes[g]),M);if(M.yaxis)y(b,k=d(M.yaxis),M);else if(M.yaxes)for(g=0;g&lt;M.yaxes.length;g++)y(b,d(M.yaxes[g]),M);if(v(M,&quot;carpet&quot;)&amp;&amp;(&quot;carpet&quot;!==M.type||M._cheater)||T&amp;&amp;(_[T]=1),&quot;carpet&quot;===M.type&amp;&amp;M._cheater&amp;&amp;T&amp;&amp;(x[T]=1),v(M,&quot;2dMap&quot;)&amp;&amp;(w[T]=1,w[k]=1),v(M,&quot;oriented&quot;))A[&quot;h&quot;===M.orientation?k:T]=1}}var E=e._subplots,L=E.xaxis,S=E.yaxis,C=n.simpleMap(L,d),O=n.simpleMap(S,d),R=C.concat(O),P=i.background;L.length&amp;&amp;S.length&amp;&amp;(P=n.coerce(t,e,o,&quot;plot_bgcolor&quot;));var z,I,N,D,F=i.combine(P,e.paper_bgcolor);function j(t,e){return n.coerce(N,D,s,t,e)}function B(t,e){return n.coerce2(N,D,s,t,e)}function U(t){return&quot;x&quot;===t?S:L}var V={x:U(&quot;x&quot;),y:U(&quot;y&quot;)},H=V.x.concat(V.y);function q(e,r){for(var n=&quot;x&quot;===e?C:O,i=[],a=0;a&lt;n.length;a++){var o=n[a];o===r||(t[o]||{}).overlaying||i.push(p(o))}return i}for(h=0;h&lt;R.length;h++){I=(z=R[h]).charAt(0),n.isPlainObject(t[z])||(t[z]={}),N=t[z],D=a.newContainer(e,z,I+&quot;axis&quot;);var G=b[z]||[];D._traceIndices=G.map(function(t){return t._expandedIndex}),D._annIndices=[],D._shapeIndices=[],D._imgIndices=[],D._subplotsWith=[],D._counterAxes=[],D._name=D._attr=z;var X=D._id=p(z),W=q(I,z),Y={letter:I,font:e.font,outerTicks:w[z],showGrid:!A[z],data:G,bgColor:F,calendar:e.calendar,automargin:!0,cheateronly:&quot;x&quot;===I&amp;&amp;x[z]&amp;&amp;!_[z],splomStash:((e._splomAxes||{})[I]||{})[X]};j(&quot;uirevision&quot;,e.uirevision),l(N,D,j,Y),u(N,D,j,Y,e);var Z=B(&quot;spikecolor&quot;),Q=B(&quot;spikethickness&quot;),$=B(&quot;spikedash&quot;),J=B(&quot;spikemode&quot;),K=B(&quot;spikesnap&quot;);j(&quot;showspikes&quot;,!!(Z||Q||$||J||K))||(delete D.spikecolor,delete D.spikethickness,delete D.spikedash,delete D.spikemode,delete D.spikesnap),f(N,D,j,{letter:I,counterAxes:V[I],overlayableAxes:W,grid:e.grid}),D._input=N}var tt=m(&quot;rangeslider&quot;,&quot;handleDefaults&quot;),et=m(&quot;rangeselector&quot;,&quot;handleDefaults&quot;);for(h=0;h&lt;C.length;h++)z=C[h],N=t[z],D=e[z],tt(t,e,z),&quot;date&quot;===D.type&amp;&amp;et(N,D,e,O,D.calendar),j(&quot;fixedrange&quot;);for(h=0;h&lt;O.length;h++){z=O[h],N=t[z],D=e[z];var rt=e[d(D.anchor)];j(&quot;fixedrange&quot;,m(&quot;rangeslider&quot;,&quot;isVisible&quot;)(rt))}var nt=e._axisConstraintGroups=[],it=e._axisMatchGroups=[];for(h=0;h&lt;R.length;h++)I=(z=R[h]).charAt(0),N=t[z],D=e[z],c(N,D,j,H,e);for(h=0;h&lt;it.length;h++){var at,ot=it[h],st=null,lt=null;for(at in ot)(D=e[d(at)]).matches||(st=D.range,lt=D.autorange);if(null===st||null===lt)for(at in ot){st=(D=e[d(at)]).range,lt=D.autorange;break}for(at in ot)(D=e[d(at)]).matches&amp;&amp;(D.range=st.slice(),D.autorange=lt),D._matchGroup=ot;if(nt.length)for(at in ot)for(g=0;g&lt;nt.length;g++){var ut=nt[g];for(var ct in ut)at===ct&amp;&amp;(n.warn(&quot;Axis &quot;+ct+&quot; is set with both a *scaleanchor* and *matches* constraint; ignoring the scale constraint.&quot;),delete ut[ct],Object.keys(ut).length&lt;2&amp;&amp;nt.splice(g,1))}}}},{&quot;../../components/color&quot;:376,&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592,&quot;../layout_attributes&quot;:582,&quot;./axis_defaults&quot;:543,&quot;./axis_ids&quot;:544,&quot;./constraints&quot;:548,&quot;./layout_attributes&quot;:553,&quot;./position_defaults&quot;:556,&quot;./type_defaults&quot;:564}],555:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;).mix,i=t(&quot;../../components/color/attributes&quot;).lightFraction,a=t(&quot;../../lib&quot;);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 u=l(&quot;linecolor&quot;,s),c=l(&quot;linewidth&quot;);r(&quot;showline&quot;,o.showLine||!!u||!!c)||(delete e.linecolor,delete e.linewidth);var f=l(&quot;gridcolor&quot;,n(s,o.bgColor,o.blend||i).toRgbString()),h=l(&quot;gridwidth&quot;);if(r(&quot;showgrid&quot;,o.showGrid||!!f||!!h)||(delete e.gridcolor,delete e.gridwidth),!o.noZeroLine){var d=l(&quot;zerolinecolor&quot;,s),p=l(&quot;zerolinewidth&quot;);r(&quot;zeroline&quot;,o.showGrid||!!d||!!p)||(delete e.zerolinecolor,delete e.zerolinewidth)}}},{&quot;../../components/color/attributes&quot;:375,&quot;../../lib&quot;:495,tinycolor2:342}],556:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;);e.exports=function(t,e,r,a){var o,s,l,u,c=a.counterAxes||[],f=a.overlayableAxes||[],h=a.letter,d=a.grid;d&amp;&amp;(s=d._domains[h][d._axisMap[e._id]],o=d._anchors[e._id],s&amp;&amp;(l=d[h+&quot;side&quot;].split(&quot; &quot;)[0],u=d.domain[h][&quot;right&quot;===l||&quot;top&quot;===l?1:0])),s=s||[0,1],o=o||(n(t.position)?&quot;free&quot;:c[0]||&quot;free&quot;),l=l||(&quot;x&quot;===h?&quot;bottom&quot;:&quot;left&quot;),u=u||0,&quot;free&quot;===i.coerce(t,e,{anchor:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;].concat(c),dflt:o}},&quot;anchor&quot;)&amp;&amp;r(&quot;position&quot;,u),i.coerce(t,e,{side:{valType:&quot;enumerated&quot;,values:&quot;x&quot;===h?[&quot;bottom&quot;,&quot;top&quot;]:[&quot;left&quot;,&quot;right&quot;],dflt:l}},&quot;side&quot;);var p=!1;if(f.length&amp;&amp;(p=i.coerce(t,e,{overlaying:{valType:&quot;enumerated&quot;,values:[!1].concat(f),dflt:!1}},&quot;overlaying&quot;)),!p){var g=r(&quot;domain&quot;,s);g[0]&gt;g[1]-1/4096&amp;&amp;(e.domain=s),i.noneOrAll(t.domain,e.domain,s)}return r(&quot;layer&quot;),e}},{&quot;../../lib&quot;:495,&quot;fast-isnumeric&quot;:90}],557:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../constants/alignment&quot;).FROM_BL;e.exports=function(t,e,r){void 0===r&amp;&amp;(r=n[t.constraintoward||&quot;center&quot;]);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)]}},{&quot;../../constants/alignment&quot;:471}],558:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;polybooljs&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../components/color&quot;),o=t(&quot;../../components/fx&quot;),s=t(&quot;../../lib/polygon&quot;),l=t(&quot;../../lib/throttle&quot;),u=t(&quot;../../components/fx/helpers&quot;).makeEventData,c=t(&quot;./axis_ids&quot;).getFromId,f=t(&quot;../../lib/clear_gl_canvases&quot;),h=t(&quot;../../plot_api/subroutines&quot;).redrawReglTraces,d=t(&quot;./constants&quot;),p=d.MINSELECT,g=s.filter,v=s.tester;function m(t){return t._id}function y(t,e,r,n,i,a,o){var s,l,u,c,f,h,d,p,g,v=e._hoverdata,m=e._fullLayout.clickmode.indexOf(&quot;event&quot;)&gt;-1,y=[];if(function(t){return t&amp;&amp;Array.isArray(t)&amp;&amp;!0!==t[0].hoverOnBox}(v)){w(t,e,a);var b=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n&lt;e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 0!==i.binNumber&amp;&amp;(a=i.binNumber,o=i.pointNumbers);break}return{pointNumber:a,pointNumbers:o,searchInfo:r}}(v,s=M(e,r,n,i));if(b.pointNumbers.length&gt;0?function(t,e){var r,n,i,a=[];for(i=0;i&lt;t.length;i++)(r=t[i]).cd[0].trace.selectedpoints&amp;&amp;r.cd[0].trace.selectedpoints.length&gt;0&amp;&amp;a.push(r);if(1===a.length&amp;&amp;a[0]===e.searchInfo&amp;&amp;(n=e.searchInfo.cd[0].trace).selectedpoints.length===e.pointNumbers.length){for(i=0;i&lt;e.pointNumbers.length;i++)if(n.selectedpoints.indexOf(e.pointNumbers[i])&lt;0)return!1;return!0}return!1}(s,b):function(t){var e,r,n,i=0;for(n=0;n&lt;t.length;n++)if(e=t[n],(r=e.cd[0].trace).selectedpoints){if(r.selectedpoints.length&gt;1)return!1;if((i+=r.selectedpoints.length)&gt;1)return!1}return 1===i}(s)&amp;&amp;(h=k(b))){for(o&amp;&amp;o.remove(),g=0;g&lt;s.length;g++)(l=s[g])._module.selectPoints(l,!1);E(e,s),A(a),m&amp;&amp;e.emit(&quot;plotly_deselect&quot;,null)}else{for(d=t.shiftKey&amp;&amp;(void 0!==h?h:k(b)),u=function(t,e,r){return{pointNumber:t,searchInfo:e,subtract:r}}(b.pointNumber,b.searchInfo,d),c=_(a.selectionDefs.concat([u])),g=0;g&lt;s.length;g++)if(f=L(s[g]._module.selectPoints(s[g],c),s[g]),y.length)for(var x=0;x&lt;f.length;x++)y.push(f[x]);else y=f;E(e,s,p={points:y}),u&amp;&amp;a&amp;&amp;a.selectionDefs.push(u),o&amp;&amp;T(a.mergedPolygons,o),m&amp;&amp;e.emit(&quot;plotly_selected&quot;,p)}}}function b(t){return&quot;pointNumber&quot;in t&amp;&amp;&quot;searchInfo&quot;in t}function x(t){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(e,r,n,i){var a=t.searchInfo.cd[0].trace._expandedIndex;return i.cd[0].trace._expandedIndex===a&amp;&amp;n===t.pointNumber},isRect:!1,degenerate:!1,subtract:t.subtract}}function _(t){for(var e=[],r=b(t[0])?0:t[0][0][0],n=r,i=b(t[0])?0:t[0][0][1],a=i,o=0;o&lt;t.length;o++)if(b(t[o]))e.push(x(t[o]));else{var l=s.tester(t[o]);l.subtract=t[o].subtract,e.push(l),r=Math.min(r,l.xmin),n=Math.max(n,l.xmax),i=Math.min(i,l.ymin),a=Math.max(a,l.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o&lt;e.length;o++)e[o].contains(t,r,n,i)&amp;&amp;(a=!1===e[o].subtract);return a},isRect:!1,degenerate:!1}}function w(t,e,r){var n=e._fullLayout,i=n._zoomlayer,a=r.plotinfo,o=n._lastSelectedSubplot&amp;&amp;n._lastSelectedSubplot===a.id,s=t.shiftKey||t.altKey;o&amp;&amp;s&amp;&amp;a.selection&amp;&amp;a.selection.selectionDefs&amp;&amp;!r.selectionDefs?(r.selectionDefs=a.selection.selectionDefs,r.mergedPolygons=a.selection.mergedPolygons):s&amp;&amp;a.selection||A(r),o||(S(i),n._lastSelectedSubplot=a.id)}function A(t){var e=t.plotinfo;e.selection={},e.selection.selectionDefs=t.selectionDefs=[],e.selection.mergedPolygons=t.mergedPolygons=[]}function M(t,e,r,n){var i,a,o,s=[],l=e.map(m),u=r.map(m);for(o=0;o&lt;t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&amp;&amp;a._module&amp;&amp;a._module.selectPoints)if(!n||a.subplot!==n&amp;&amp;a.geo!==n)if(&quot;splom&quot;===a.type&amp;&amp;a._xaxes[l[0]]&amp;&amp;a._yaxes[u[0]]){var f=h(a._module,i,e[0],r[0]);f.scene=t._fullLayout._splomScenes[a.uid],s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===u.indexOf(a.yaxis))continue;s.push(h(a._module,i,c(t,a.xaxis),c(t,a.yaxis)))}else s.push(h(a._module,i,e[0],r[0]));return s;function h(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}}function T(t,e){var r,n,i=[];for(r=0;r&lt;t.length;r++){var a=t[r];i.push(a.join(&quot;L&quot;)+&quot;L&quot;+a[0])}n=t.length&gt;0?&quot;M&quot;+i.join(&quot;M&quot;)+&quot;Z&quot;:&quot;M0,0Z&quot;,e.attr(&quot;d&quot;,n)}function k(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length&gt;0?n[0]:r;return!!e.selectedpoints&amp;&amp;e.selectedpoints.indexOf(i)&gt;-1}function E(t,e,r){var n,a,o,s;for(n=0;n&lt;e.length;n++){var l=e[n].cd[0].trace._fullInput,u=t._fullLayout._tracePreGUI[l.uid];void 0===u.selectedpoints&amp;&amp;(u.selectedpoints=l._input.selectedpoints||null)}if(r){var c=r.points||[];for(n=0;n&lt;e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&amp;&amp;(s.selectedpoints=[]);for(n=0;n&lt;c.length;n++){var d=c[n],p=d.data,g=d.fullData;d.pointIndices?([].push.apply(p.selectedpoints,d.pointIndices),s._fullInput!==s&amp;&amp;[].push.apply(g.selectedpoints,d.pointIndices)):(p.selectedpoints.push(d.pointIndex),s._fullInput!==s&amp;&amp;g.selectedpoints.push(d.pointIndex))}}else for(n=0;n&lt;e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&amp;&amp;delete s._fullInput.selectedpoints;var v=!1;for(n=0;n&lt;e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,&quot;regl&quot;)&amp;&amp;(v=!0);var m=a._module,y=m.styleOnSelect||m.style;y&amp;&amp;y(t,o)}v&amp;&amp;(f(t),h(t))}function L(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i&lt;t.length;i++)t[i]=u(t[i],n,r);return t}function S(t){t.selectAll(&quot;.select-outline&quot;).remove()}e.exports={prepSelect:function(t,e,r,i,s){var u,c,f,h,m,b,x,k=i.gd,S=k._fullLayout,C=S._zoomlayer,O=i.element.getBoundingClientRect(),R=i.plotinfo,P=R.xaxis._offset,z=R.yaxis._offset,I=e-O.left,N=r-O.top,D=I,F=N,j=&quot;M&quot;+I+&quot;,&quot;+N,B=i.xaxes[0]._length,U=i.yaxes[0]._length,V=i.xaxes.concat(i.yaxes),H=t.altKey;w(t,k,i),&quot;lasso&quot;===s&amp;&amp;(u=g([[I,N]],d.BENDPX));var q=C.selectAll(&quot;path.select-outline-&quot;+R.id).data([1,2]);q.enter().append(&quot;path&quot;).attr(&quot;class&quot;,function(t){return&quot;select-outline select-outline-&quot;+t+&quot; select-outline-&quot;+R.id}).attr(&quot;transform&quot;,&quot;translate(&quot;+P+&quot;, &quot;+z+&quot;)&quot;).attr(&quot;d&quot;,j+&quot;Z&quot;);var G,X=C.append(&quot;path&quot;).attr(&quot;class&quot;,&quot;zoombox-corners&quot;).style({fill:a.background,stroke:a.defaultLine,&quot;stroke-width&quot;:1}).attr(&quot;transform&quot;,&quot;translate(&quot;+P+&quot;, &quot;+z+&quot;)&quot;).attr(&quot;d&quot;,&quot;M0,0Z&quot;),W=S._uid+d.SELECTID,Y=[],Z=M(k,i.xaxes,i.yaxes,i.subplot);function Q(t){var e=&quot;y&quot;===t._id.charAt(0)?1:0;return function(r){return t.p2d(r[e])}}function $(t,e){return t-e}G=R.fillRangeItems?R.fillRangeItems:&quot;select&quot;===s?function(t,e){var r=t.range={};for(m=0;m&lt;V.length;m++){var n=V[m],i=n._id.charAt(0);r[n._id]=[n.p2d(e[i+&quot;min&quot;]),n.p2d(e[i+&quot;max&quot;])].sort($)}}:function(t,e,r){var n=t.lassoPoints={};for(m=0;m&lt;V.length;m++){var i=V[m];n[i._id]=r.filtered.map(Q(i))}},i.moveFn=function(t,e){D=Math.max(0,Math.min(B,t+I)),F=Math.max(0,Math.min(U,e+N));var r=Math.abs(D-I),a=Math.abs(F-N);if(&quot;select&quot;===s){var o=S.selectdirection;&quot;h&quot;===(o=&quot;any&quot;===S.selectdirection?a&lt;Math.min(.6*r,p)?&quot;h&quot;:r&lt;Math.min(.6*a,p)?&quot;v&quot;:&quot;d&quot;:S.selectdirection)?((h=[[I,0],[I,U],[D,U],[D,0]]).xmin=Math.min(I,D),h.xmax=Math.max(I,D),h.ymin=Math.min(0,U),h.ymax=Math.max(0,U),X.attr(&quot;d&quot;,&quot;M&quot;+h.xmin+&quot;,&quot;+(N-p)+&quot;h-4v&quot;+2*p+&quot;h4ZM&quot;+(h.xmax-1)+&quot;,&quot;+(N-p)+&quot;h4v&quot;+2*p+&quot;h-4Z&quot;)):&quot;v&quot;===o?((h=[[0,N],[0,F],[B,F],[B,N]]).xmin=Math.min(0,B),h.xmax=Math.max(0,B),h.ymin=Math.min(N,F),h.ymax=Math.max(N,F),X.attr(&quot;d&quot;,&quot;M&quot;+(I-p)+&quot;,&quot;+h.ymin+&quot;v-4h&quot;+2*p+&quot;v4ZM&quot;+(I-p)+&quot;,&quot;+(h.ymax-1)+&quot;v4h&quot;+2*p+&quot;v-4Z&quot;)):&quot;d&quot;===o&amp;&amp;((h=[[I,N],[I,F],[D,F],[D,N]]).xmin=Math.min(I,D),h.xmax=Math.max(I,D),h.ymin=Math.min(N,F),h.ymax=Math.max(N,F),X.attr(&quot;d&quot;,&quot;M0,0Z&quot;))}else&quot;lasso&quot;===s&amp;&amp;(u.addPt([D,F]),h=u.filtered);i.selectionDefs&amp;&amp;i.selectionDefs.length?(f=function(t,e,r){return r?n.difference({regions:t,inverted:!1},{regions:[e],inverted:!1}).regions:n.union({regions:t,inverted:!1},{regions:[e],inverted:!1}).regions}(i.mergedPolygons,h,H),h.subtract=H,c=_(i.selectionDefs.concat([h]))):(f=[h],c=v(h)),T(f,q),l.throttle(W,d.SELECTDELAY,function(){var t;Y=[];var e,r=[];for(m=0;m&lt;Z.length;m++)if(e=(b=Z[m])._module.selectPoints(b,c),r.push(e),t=L(e,b),Y.length)for(var n=0;n&lt;t.length;n++)Y.push(t[n]);else Y=t;E(k,Z,x={points:Y}),G(x,h,u),i.gd.emit(&quot;plotly_selecting&quot;,x)})},i.clickFn=function(t,e){var r=S.clickmode;X.remove(),l.done(W).then(function(){if(l.clear(W),2===t){for(q.remove(),m=0;m&lt;Z.length;m++)(b=Z[m])._module.selectPoints(b,!1);E(k,Z),A(i),k.emit(&quot;plotly_deselect&quot;,null)}else r.indexOf(&quot;select&quot;)&gt;-1&amp;&amp;y(e,k,i.xaxes,i.yaxes,i.subplot,i,q),&quot;event&quot;===r&amp;&amp;k.emit(&quot;plotly_selected&quot;,void 0);o.click(k,e)})},i.doneFn=function(){X.remove(),l.done(W).then(function(){l.clear(W),i.gd.emit(&quot;plotly_selected&quot;,x),h&amp;&amp;i.selectionDefs&amp;&amp;(h.subtract=H,i.selectionDefs.push(h),i.mergedPolygons.length=0,[].push.apply(i.mergedPolygons,f))})}},clearSelect:S,selectOnClick:y}},{&quot;../../components/color&quot;:376,&quot;../../components/fx&quot;:415,&quot;../../components/fx/helpers&quot;:411,&quot;../../lib/clear_gl_canvases&quot;:483,&quot;../../lib/polygon&quot;:507,&quot;../../lib/throttle&quot;:519,&quot;../../plot_api/subroutines&quot;:532,&quot;../../registry&quot;:592,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,polybooljs:299}],559:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../lib&quot;),o=a.cleanNumber,s=a.ms2DateTime,l=a.dateTime2ms,u=a.ensureNumber,c=a.isArrayOrTypedArray,f=t(&quot;../../constants/numerical&quot;),h=f.FP_SAFE,d=f.BADNUM,p=f.LOG_CLIP,g=t(&quot;./constants&quot;),v=t(&quot;./axis_ids&quot;);function m(t){return Math.pow(10,t)}function y(t){return null!=t}e.exports=function(t,e){e=e||{};var r=t._id||&quot;x&quot;,f=r.charAt(0);function b(e,r){if(e&gt;0)return Math.log(e)/Math.LN10;if(e&lt;=0&amp;&amp;r&amp;&amp;t.range&amp;&amp;2===t.range.length){var n=t.range[0],i=t.range[1];return.5*(n+i-2*p*Math.abs(n-i))}return d}function x(e,r,n){var o=l(e,n||t.calendar);if(o===d){if(!i(e))return d;e=+e;var s=Math.floor(10*a.mod(e+.05,1)),u=Math.round(e-s/10);o=l(new Date(u))+s/10}return o}function _(e,r,n){return s(e,r,n||t.calendar)}function w(e){return t._categories[Math.round(e)]}function A(e){if(y(e)){if(void 0===t._categoriesMap&amp;&amp;(t._categoriesMap={}),void 0!==t._categoriesMap[e])return t._categoriesMap[e];t._categories.push(e);var r=t._categories.length-1;return t._categoriesMap[e]=r,r}return d}function M(e){if(t._categoriesMap)return t._categoriesMap[e]}function T(t){var e=M(t);return void 0!==e?e:i(t)?+t:void 0}function k(e){return i(e)?n.round(t._b+t._m*e,2):d}function E(e){return(e-t._b)/t._m}t.c2l=&quot;log&quot;===t.type?b:u,t.l2c=&quot;log&quot;===t.type?m:u,t.l2p=k,t.p2l=E,t.c2p=&quot;log&quot;===t.type?function(t,e){return k(b(t,e))}:k,t.p2c=&quot;log&quot;===t.type?function(t){return m(E(t))}:E,-1!==[&quot;linear&quot;,&quot;-&quot;].indexOf(t.type)?(t.d2r=t.r2d=t.d2c=t.r2c=t.d2l=t.r2l=o,t.c2d=t.c2r=t.l2d=t.l2r=u,t.d2p=t.r2p=function(e){return t.l2p(o(e))},t.p2d=t.p2r=E,t.cleanPos=u):&quot;log&quot;===t.type?(t.d2r=t.d2l=function(t,e){return b(o(t),e)},t.r2d=t.r2c=function(t){return m(o(t))},t.d2c=t.r2l=o,t.c2d=t.l2r=u,t.c2r=b,t.l2d=m,t.d2p=function(e,r){return t.l2p(t.d2r(e,r))},t.p2d=function(t){return m(E(t))},t.r2p=function(e){return t.l2p(o(e))},t.p2r=E,t.cleanPos=u):&quot;date&quot;===t.type?(t.d2r=t.r2d=a.identity,t.d2c=t.r2c=t.d2l=t.r2l=x,t.c2d=t.c2r=t.l2d=t.l2r=_,t.d2p=t.r2p=function(e,r,n){return t.l2p(x(e,0,n))},t.p2d=t.p2r=function(t,e,r){return _(E(t),e,r)},t.cleanPos=function(e){return a.cleanDate(e,d,t.calendar)}):&quot;category&quot;===t.type?(t.d2c=t.d2l=A,t.r2d=t.c2d=t.l2d=w,t.d2r=t.d2l_noadd=T,t.r2c=function(e){var r=T(e);return void 0!==r?r:t.fraction2r(.5)},t.l2r=t.c2r=u,t.r2l=T,t.d2p=function(e){return t.l2p(t.r2c(e))},t.p2d=function(t){return w(E(t))},t.r2p=t.d2p,t.p2r=E,t.cleanPos=function(t){return&quot;string&quot;==typeof t&amp;&amp;&quot;&quot;!==t?t:u(t)}):&quot;multicategory&quot;===t.type&amp;&amp;(t.r2d=t.c2d=t.l2d=w,t.d2r=t.d2l_noadd=T,t.r2c=function(e){var r=T(e);return void 0!==r?r:t.fraction2r(.5)},t.r2c_just_indices=M,t.l2r=t.c2r=u,t.r2l=T,t.d2p=function(e){return t.l2p(t.r2c(e))},t.p2d=function(t){return w(E(t))},t.r2p=t.d2p,t.p2r=E,t.cleanPos=function(t){return Array.isArray(t)||&quot;string&quot;==typeof t&amp;&amp;&quot;&quot;!==t?t:u(t)},t.setupMultiCategory=function(n){var i,o,s=t._traceIndices,l=e._axisMatchGroups;if(l&amp;&amp;l.length&amp;&amp;0===t._categories.length)for(i=0;i&lt;l.length;i++){var u=l[i];if(u[r])for(var h in u)if(h!==r){var d=e[v.id2name(h)];s=s.concat(d._traceIndices)}}var p=[[0,{}],[0,{}]],g=[];for(i=0;i&lt;s.length;i++){var m=n[s[i]];if(f in m){var b=m[f],x=m._length||a.minRowLength(b);if(c(b[0])&amp;&amp;c(b[1]))for(o=0;o&lt;x;o++){var _=b[0][o],w=b[1][o];y(_)&amp;&amp;y(w)&amp;&amp;(g.push([_,w]),_ in p[0][1]||(p[0][1][_]=p[0][0]++),w in p[1][1]||(p[1][1][w]=p[1][0]++))}}}for(g.sort(function(t,e){var r=p[0][1],n=r[t[0]]-r[e[0]];if(n)return n;var i=p[1][1];return i[t[1]]-i[e[1]]}),i=0;i&lt;g.length;i++)A(g[i])}),t.fraction2r=function(e){var r=t.r2l(t.range[0]),n=t.r2l(t.range[1]);return t.l2r(r+e*(n-r))},t.r2fraction=function(e){var r=t.r2l(t.range[0]),n=t.r2l(t.range[1]);return(t.r2l(e)-r)/(n-r)},t.cleanRange=function(e,r){r||(r={}),e||(e=&quot;range&quot;);var n,o,s=a.nestedProperty(t,e).get();if(o=(o=&quot;date&quot;===t.type?a.dfltRange(t.calendar):&quot;y&quot;===f?g.DFLTRANGEY:r.dfltRange||g.DFLTRANGEX).slice(),s&amp;&amp;2===s.length)for(&quot;date&quot;===t.type&amp;&amp;(s[0]=a.cleanDate(s[0],d,t.calendar),s[1]=a.cleanDate(s[1],d,t.calendar)),n=0;n&lt;2;n++)if(&quot;date&quot;===t.type){if(!a.isDateTime(s[n],t.calendar)){t[e]=o;break}if(t.r2l(s[0])===t.r2l(s[1])){var l=a.constrain(t.r2l(s[0]),a.MIN_MS+1e3,a.MAX_MS-1e3);s[0]=t.l2r(l-1e3),s[1]=t.l2r(l+1e3);break}}else{if(!i(s[n])){if(!i(s[1-n])){t[e]=o;break}s[n]=s[1-n]*(n?10:.1)}if(s[n]&lt;-h?s[n]=-h:s[n]&gt;h&amp;&amp;(s[n]=h),s[0]===s[1]){var u=Math.max(1,Math.abs(1e-6*s[0]));s[0]-=u,s[1]+=u}}else a.nestedProperty(t,e).set(o)},t.setScale=function(r){var n=e._size;if(t.overlaying){var i=v.getFromId({_fullLayout:e},t.overlaying);t.domain=i.domain}var a=r&amp;&amp;t._r?&quot;_r&quot;:&quot;range&quot;,o=t.calendar;t.cleanRange(a);var s=t.r2l(t[a][0],o),l=t.r2l(t[a][1],o);if(&quot;y&quot;===f?(t._offset=n.t+(1-t.domain[1])*n.h,t._length=n.h*(t.domain[1]-t.domain[0]),t._m=t._length/(s-l),t._b=-t._m*l):(t._offset=n.l+t.domain[0]*n.w,t._length=n.w*(t.domain[1]-t.domain[0]),t._m=t._length/(l-s),t._b=-t._m*s),!isFinite(t._m)||!isFinite(t._b)||t._length&lt;0)throw e._replotting=!1,new Error(&quot;Something went wrong with axis scaling&quot;)},t.makeCalcdata=function(e,r){var n,i,o,s,l=t.type,u=&quot;date&quot;===l&amp;&amp;e[r+&quot;calendar&quot;];if(r in e){if(n=e[r],s=e._length||a.minRowLength(n),a.isTypedArray(n)&amp;&amp;(&quot;linear&quot;===l||&quot;log&quot;===l)){if(s===n.length)return n;if(n.subarray)return n.subarray(0,s)}if(&quot;multicategory&quot;===l)return function(t,e){for(var r=new Array(e),n=0;n&lt;e;n++){var i=(t[0]||[])[n],a=(t[1]||[])[n];r[n]=M([i,a])}return r}(n,s);for(i=new Array(s),o=0;o&lt;s;o++)i[o]=t.d2c(n[o],0,u)}else{var c=r+&quot;0&quot;in e?t.d2c(e[r+&quot;0&quot;],0,u):0,f=e[&quot;d&quot;+r]?Number(e[&quot;d&quot;+r]):1;for(n=e[{x:&quot;y&quot;,y:&quot;x&quot;}[r]],s=e._length||n.length,i=new Array(s),o=0;o&lt;s;o++)i[o]=c+o*f}return i},t.isValidRange=function(e){return Array.isArray(e)&amp;&amp;2===e.length&amp;&amp;i(t.r2l(e[0]))&amp;&amp;i(t.r2l(e[1]))},t.isPtWithinRange=function(e,r){var n=t.c2l(e[f],null,r),i=t.r2l(t.range[0]),a=t.r2l(t.range[1]);return i&lt;a?i&lt;=n&amp;&amp;n&lt;=a:a&lt;=n&amp;&amp;n&lt;=i},t.clearCalc=function(){var n=function(){t._categories=[],t._categoriesMap={}},i=e._axisMatchGroups;if(i&amp;&amp;i.length){for(var a=!1,o=0;o&lt;i.length;o++){var s=i[o];if(s[r]){a=!0;var l=null,u=null;for(var c in s){var f=e[v.id2name(c)];if(f._categories){l=f._categories,u=f._categoriesMap;break}}l&amp;&amp;u?(t._categories=l,t._categoriesMap=u):n();break}}a||n()}else n();if(t._initialCategories)for(var h=0;h&lt;t._initialCategories.length;h++)A(t._initialCategories[h])};var L=e._d3locale;&quot;date&quot;===t.type&amp;&amp;(t._dateFormat=L?L.timeFormat.utc:n.time.format.utc,t._extraFormat=e._extraFormat),t._separators=e.separators,t._numFormat=L?L.numberFormat:n.format,delete t._minDtick,delete t._forceTick0}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,d3:81,&quot;fast-isnumeric&quot;:90}],560:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;),a=t(&quot;../array_container_defaults&quot;);function o(t,e){function r(r,a){return n.coerce(t,e,i.tickformatstops,r,a)}r(&quot;enabled&quot;)&amp;&amp;(r(&quot;dtickrange&quot;),r(&quot;value&quot;))}e.exports=function(t,e,r,s,l){var u=function(t){var e=[&quot;showexponent&quot;,&quot;showtickprefix&quot;,&quot;showticksuffix&quot;].filter(function(e){return void 0!==t[e]});if(e.every(function(r){return t[r]===t[e[0]]})||1===e.length)return t[e[0]]}(t);if(r(&quot;tickprefix&quot;)&amp;&amp;r(&quot;showtickprefix&quot;,u),r(&quot;ticksuffix&quot;,l.tickSuffixDflt)&amp;&amp;r(&quot;showticksuffix&quot;,u),r(&quot;showticklabels&quot;)){var c=l.font||{},f=e.color,h=f&amp;&amp;f!==i.color.dflt?f:c.color;if(n.coerceFont(r,&quot;tickfont&quot;,{family:c.family,size:c.size,color:h}),r(&quot;tickangle&quot;),&quot;category&quot;!==s){var d=r(&quot;tickformat&quot;),p=t.tickformatstops;Array.isArray(p)&amp;&amp;p.length&amp;&amp;a(t,e,{name:&quot;tickformatstops&quot;,inclusionAttr:&quot;enabled&quot;,handleItemDefaults:o}),d||&quot;date&quot;===s||(r(&quot;showexponent&quot;,u),r(&quot;exponentformat&quot;),r(&quot;separatethousands&quot;))}}}},{&quot;../../lib&quot;:495,&quot;../array_container_defaults&quot;:537,&quot;./layout_attributes&quot;:553}],561:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;);e.exports=function(t,e,r,a){var o=n.coerce2(t,e,i,&quot;ticklen&quot;),s=n.coerce2(t,e,i,&quot;tickwidth&quot;),l=n.coerce2(t,e,i,&quot;tickcolor&quot;,e.color);r(&quot;ticks&quot;,a.outerTicks||o||s||l?&quot;outside&quot;:&quot;&quot;)||(delete e.ticklen,delete e.tickwidth,delete e.tickcolor)}},{&quot;../../lib&quot;:495,&quot;./layout_attributes&quot;:553}],562:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./clean_ticks&quot;);e.exports=function(t,e,r,i){var a;&quot;array&quot;!==t.tickmode||&quot;log&quot;!==i&amp;&amp;&quot;date&quot;!==i?a=r(&quot;tickmode&quot;,Array.isArray(t.tickvals)?&quot;array&quot;:t.dtick?&quot;linear&quot;:&quot;auto&quot;):a=e.tickmode=&quot;auto&quot;;if(&quot;auto&quot;===a)r(&quot;nticks&quot;);else if(&quot;linear&quot;===a){var o=e.dtick=n.dtick(t.dtick,i);e.tick0=n.tick0(t.tick0,i,e.calendar,o)}else if(&quot;multicategory&quot;!==i){void 0===r(&quot;tickvals&quot;)?e.tickmode=&quot;auto&quot;:r(&quot;ticktext&quot;)}}},{&quot;./clean_ticks&quot;:546}],563:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../components/drawing&quot;),o=t(&quot;./axes&quot;);e.exports=function(t,e,r,s){var l=t._fullLayout;if(0!==e.length){var u,c,f,h;s&amp;&amp;(u=s());var d=n.ease(r.easing);return t._transitionData._interruptCallbacks.push(function(){return window.cancelAnimationFrame(h),h=null,function(){for(var r={},n=0;n&lt;e.length;n++){var a=e[n];a.xr0&amp;&amp;(r[a.plotinfo.xaxis._name+&quot;.range&quot;]=a.xr0.slice()),a.yr0&amp;&amp;(r[a.plotinfo.yaxis._name+&quot;.range&quot;]=a.yr0.slice())}return i.call(&quot;relayout&quot;,t,r).then(function(){for(var t=0;t&lt;e.length;t++)p(e[t].plotinfo)})}()}),c=Date.now(),h=window.requestAnimationFrame(function n(){f=Date.now();for(var a=Math.min(1,(f-c)/r.duration),o=d(a),s=0;s&lt;e.length;s++)g(e[s],o);f-c&gt;r.duration?(function(){for(var r={},n=0;n&lt;e.length;n++){var a=e[n];a.xr1&amp;&amp;(r[a.plotinfo.xaxis._name+&quot;.range&quot;]=a.xr1.slice()),a.yr1&amp;&amp;(r[a.plotinfo.yaxis._name+&quot;.range&quot;]=a.yr1.slice())}u&amp;&amp;u(),i.call(&quot;relayout&quot;,t,r).then(function(){for(var t=0;t&lt;e.length;t++)p(e[t].plotinfo)})}(),h=window.cancelAnimationFrame(n)):h=window.requestAnimationFrame(n)}),Promise.resolve()}function p(t){var e=t.xaxis,r=t.yaxis;l._defs.select(&quot;#&quot;+t.clipId+&quot;&gt; rect&quot;).call(a.setTranslate,0,0).call(a.setScale,1,1),t.plot.call(a.setTranslate,e._offset,r._offset).call(a.setScale,1,1);var n=t.plot.selectAll(&quot;.scatterlayer .trace&quot;);n.selectAll(&quot;.point&quot;).call(a.setPointGroupScale,1,1),n.selectAll(&quot;.textpoint&quot;).call(a.setTextPointsScale,1,1),n.call(a.hideOutsideRangePoints,t)}function g(e,r){var n=e.plotinfo,i=n.xaxis,s=n.yaxis,l=e.xr0,u=e.xr1,c=i._length,f=e.yr0,h=e.yr1,d=s._length,p=!!u,g=!!h,v=[];if(p){var m=l[1]-l[0],y=u[1]-u[0];v[0]=(l[0]*(1-r)+r*u[0]-l[0])/(l[1]-l[0])*c,v[2]=c*(1-r+r*y/m),i.range[0]=l[0]*(1-r)+r*u[0],i.range[1]=l[1]*(1-r)+r*u[1]}else v[0]=0,v[2]=c;if(g){var b=f[1]-f[0],x=h[1]-h[0];v[1]=(f[1]*(1-r)+r*h[1]-f[1])/(f[0]-f[1])*d,v[3]=d*(1-r+r*x/b),s.range[0]=f[0]*(1-r)+r*h[0],s.range[1]=f[1]*(1-r)+r*h[1]}else v[1]=0,v[3]=d;o.drawOne(t,i,{skipTitle:!0}),o.drawOne(t,s,{skipTitle:!0}),o.redrawComponents(t,[i._id,s._id]);var _=p?c/v[2]:1,w=g?d/v[3]:1,A=p?v[0]:0,M=g?v[1]:0,T=p?v[0]/v[2]*c:0,k=g?v[1]/v[3]*d:0,E=i._offset-T,L=s._offset-k;n.clipRect.call(a.setTranslate,A,M).call(a.setScale,1/_,1/w),n.plot.call(a.setTranslate,E,L).call(a.setScale,_,w),a.setPointGroupScale(n.zoomScalePts,1/_,1/w),a.setTextPointsScale(n.zoomScaleTxt,1/_,1/w)}o.redrawComponents(t)}},{&quot;../../components/drawing&quot;:397,&quot;../../registry&quot;:592,&quot;./axes&quot;:541,d3:81}],564:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;).traceIs,i=t(&quot;./axis_autotype&quot;);function a(t){return{v:&quot;x&quot;,h:&quot;y&quot;}[t.orientation||&quot;v&quot;]}function o(t,e){var r=a(t),i=n(t,&quot;box-violin&quot;),o=n(t._fullInput||{},&quot;candlestick&quot;);return i&amp;&amp;!o&amp;&amp;e===r&amp;&amp;void 0===t[r]&amp;&amp;void 0===t[r+&quot;0&quot;]}e.exports=function(t,e,r,s){&quot;-&quot;===r(&quot;type&quot;,(s.splomStash||{}).type)&amp;&amp;(!function(t,e){if(&quot;-&quot;!==t.type)return;var r=t._id,s=r.charAt(0);-1!==r.indexOf(&quot;scene&quot;)&amp;&amp;(r=s);var l=function(t,e,r){for(var n=0;n&lt;t.length;n++){var i=t[n];if(&quot;splom&quot;===i.type&amp;&amp;i._length&gt;0&amp;&amp;(i[&quot;_&quot;+r+&quot;axes&quot;]||{})[e])return i;if((i[r+&quot;axis&quot;]||r)===e){if(o(i,r))return i;if((i[r]||[]).length||i[r+&quot;0&quot;])return i}}}(e,r,s);if(!l)return;if(&quot;histogram&quot;===l.type&amp;&amp;s==={v:&quot;y&quot;,h:&quot;x&quot;}[l.orientation||&quot;v&quot;])return void(t.type=&quot;linear&quot;);var u,c=s+&quot;calendar&quot;,f=l[c],h={noMultiCategory:!n(l,&quot;cartesian&quot;)||n(l,&quot;noMultiCategory&quot;)};if(o(l,s)){var d=a(l),p=[];for(u=0;u&lt;e.length;u++){var g=e[u];n(g,&quot;box-violin&quot;)&amp;&amp;(g[s+&quot;axis&quot;]||s)===r&amp;&amp;(void 0!==g[d]?p.push(g[d][0]):void 0!==g.name?p.push(g.name):p.push(&quot;text&quot;),g[c]!==f&amp;&amp;(f=void 0))}t.type=i(p,f,h)}else if(&quot;splom&quot;===l.type){var v=l.dimensions,m=l._diag;for(u=0;u&lt;v.length;u++){var y=v[u];if(y.visible&amp;&amp;(m[u][0]===r||m[u][1]===r)){t.type=i(y.values,f,h);break}}}else t.type=i(l[s]||[l[s+&quot;0&quot;]],f,h)}(e,s.data),&quot;-&quot;===e.type?e.type=&quot;linear&quot;:t.type=e.type)}},{&quot;../../registry&quot;:592,&quot;./axis_autotype&quot;:542}],565:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;),i=t(&quot;../lib&quot;);function a(t,e,r){var n,a,o,s=!1;if(&quot;data&quot;===e.type)n=t._fullData[null!==e.traces?e.traces[0]:0];else{if(&quot;layout&quot;!==e.type)return!1;n=t._fullLayout}return a=i.nestedProperty(n,e.prop).get(),(o=r[e.type]=r[e.type]||{}).hasOwnProperty(e.prop)&amp;&amp;o[e.prop]!==a&amp;&amp;(s=!0),o[e.prop]=a,{changed:s,value:a}}function o(t,e){var r=[],n=e[0],a={};if(&quot;string&quot;==typeof n)a[n]=e[1];else{if(!i.isPlainObject(n))return r;a=n}return l(a,function(t,e,n){r.push({type:&quot;layout&quot;,prop:t,value:n})},&quot;&quot;,0),r}function s(t,e){var r,n,a,o,s=[];if(n=e[0],a=e[1],r=e[2],o={},&quot;string&quot;==typeof n)o[n]=a;else{if(!i.isPlainObject(n))return s;o=n,void 0===r&amp;&amp;(r=a)}return void 0===r&amp;&amp;(r=null),l(o,function(e,n,i){var a;if(Array.isArray(i)){var o=Math.min(i.length,t.data.length);r&amp;&amp;(o=Math.min(o,r.length)),a=[];for(var l=0;l&lt;o;l++)a[l]=r?r[l]:l}else a=r?r.slice(0):null;if(null===a)Array.isArray(i)&amp;&amp;(i=i[0]);else if(Array.isArray(a)){if(!Array.isArray(i)){var u=i;i=[];for(var c=0;c&lt;a.length;c++)i[c]=u}i.length=Math.min(a.length,i.length)}s.push({type:&quot;data&quot;,prop:e,traces:a,value:i})},&quot;&quot;,0),s}function l(t,e,r,n){Object.keys(t).forEach(function(a){var o=t[a];if(&quot;_&quot;!==a[0]){var s=r+(n&gt;0?&quot;.&quot;:&quot;&quot;)+a;i.isPlainObject(o)?l(o,e,s,n+1):e(s,a,o)}})}r.manageCommandObserver=function(t,e,n,o){var s={},l=!0;e&amp;&amp;e._commandObserver&amp;&amp;(s=e._commandObserver),s.cache||(s.cache={}),s.lookupTable={};var u=r.hasSimpleAPICommandBindings(t,n,s.lookupTable);if(e&amp;&amp;e._commandObserver){if(u)return s;if(e._commandObserver.remove)return e._commandObserver.remove(),e._commandObserver=null,s}if(u){a(t,u,s.cache),s.check=function(){if(l){var e=a(t,u,s.cache);return e.changed&amp;&amp;o&amp;&amp;void 0!==s.lookupTable[e.value]&amp;&amp;(s.disable(),Promise.resolve(o({value:e.value,type:u.type,prop:u.prop,traces:u.traces,index:s.lookupTable[e.value]})).then(s.enable,s.enable)),e.changed}};for(var c=[&quot;plotly_relayout&quot;,&quot;plotly_redraw&quot;,&quot;plotly_restyle&quot;,&quot;plotly_update&quot;,&quot;plotly_animatingframe&quot;,&quot;plotly_afterplot&quot;],f=0;f&lt;c.length;f++)t._internalOn(c[f],s.check);s.remove=function(){for(var e=0;e&lt;c.length;e++)t._removeInternalListener(c[e],s.check)}}else i.log(&quot;Unable to automatically bind plot updates to API command&quot;),s.lookupTable={},s.remove=function(){};return s.disable=function(){l=!1},s.enable=function(){l=!0},e&amp;&amp;(e._commandObserver=s),s},r.hasSimpleAPICommandBindings=function(t,e,n){var i,a,o=e.length;for(i=0;i&lt;o;i++){var s,l=e[i],u=l.method,c=l.args;if(Array.isArray(c)||(c=[]),!u)return!1;var f=r.computeAPICommandBindings(t,u,c);if(1!==f.length)return!1;if(a){if((s=f[0]).type!==a.type)return!1;if(s.prop!==a.prop)return!1;if(Array.isArray(a.traces)){if(!Array.isArray(s.traces))return!1;s.traces.sort();for(var h=0;h&lt;a.traces.length;h++)if(a.traces[h]!==s.traces[h])return!1}else if(s.prop!==a.prop)return!1}else a=f[0],Array.isArray(a.traces)&amp;&amp;a.traces.sort();var d=(s=f[0]).value;if(Array.isArray(d)){if(1!==d.length)return!1;d=d[0]}n&amp;&amp;(n[d]=i)}return a},r.executeAPICommand=function(t,e,r){if(&quot;skip&quot;===e)return Promise.resolve();var a=n.apiMethodRegistry[e],o=[t];Array.isArray(r)||(r=[]);for(var s=0;s&lt;r.length;s++)o.push(r[s]);return a.apply(null,o).catch(function(t){return i.warn(&quot;API call to Plotly.&quot;+e+&quot; rejected.&quot;,t),Promise.reject(t)})},r.computeAPICommandBindings=function(t,e,r){var n;switch(Array.isArray(r)||(r=[]),e){case&quot;restyle&quot;:n=s(t,r);break;case&quot;relayout&quot;:n=o(t,r);break;case&quot;update&quot;:n=s(t,[r[0],r[2]]).concat(o(t,[r[1]]));break;case&quot;animate&quot;:n=function(t,e){return Array.isArray(e[0])&amp;&amp;1===e[0].length&amp;&amp;-1!==[&quot;string&quot;,&quot;number&quot;].indexOf(typeof e[0][0])?[{type:&quot;layout&quot;,prop:&quot;_currentFrame&quot;,value:e[0][0].toString()}]:[]}(0,r);break;default:n=[]}return n}},{&quot;../lib&quot;:495,&quot;../registry&quot;:592}],566:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib/extend&quot;).extendFlat;r.attributes=function(t,e){e=e||{};var r={valType:&quot;info_array&quot;,editType:(t=t||{}).editType,items:[{valType:&quot;number&quot;,min:0,max:1,editType:t.editType},{valType:&quot;number&quot;,min:0,max:1,editType:t.editType}],dflt:[0,1]},i=(t.name&amp;&amp;t.name,t.trace,e.description&amp;&amp;e.description,{x:n({},r,{}),y:n({},r,{}),editType:t.editType});return t.noGridCell||(i.row={valType:&quot;integer&quot;,min:0,dflt:0,editType:t.editType},i.column={valType:&quot;integer&quot;,min:0,dflt:0,editType:t.editType}),i},r.defaults=function(t,e,r,n){var i=n&amp;&amp;n.x||[0,1],a=n&amp;&amp;n.y||[0,1],o=e.grid;if(o){var s=r(&quot;domain.column&quot;);void 0!==s&amp;&amp;(s&lt;o.columns?i=o._domains.x[s]:delete t.domain.column);var l=r(&quot;domain.row&quot;);void 0!==l&amp;&amp;(l&lt;o.rows?a=o._domains.y[l]:delete t.domain.row)}r(&quot;domain.x&quot;,i),r(&quot;domain.y&quot;,a)}},{&quot;../lib/extend&quot;:488}],567:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.editType,r=t.colorEditType;void 0===r&amp;&amp;(r=e);var n={family:{valType:&quot;string&quot;,noBlank:!0,strict:!0,editType:e},size:{valType:&quot;number&quot;,min:1,editType:e},color:{valType:&quot;color&quot;,editType:r},editType:e};return t.arrayOk&amp;&amp;(n.family.arrayOk=!0,n.size.arrayOk=!0,n.color.arrayOk=!0),n}},{}],568:[function(t,e,r){&quot;use strict&quot;;e.exports={_isLinkedToArray:&quot;frames_entry&quot;,group:{valType:&quot;string&quot;},name:{valType:&quot;string&quot;},traces:{valType:&quot;any&quot;},baseframe:{valType:&quot;string&quot;},data:{valType:&quot;any&quot;},layout:{valType:&quot;any&quot;}}},{}],569:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;),i=t(&quot;./cartesian/constants&quot;).SUBPLOT_PATTERN;r.getSubplotCalcData=function(t,e,r){var i=n.subplotsRegistry[e];if(!i)return[];for(var a=i.attr,o=[],s=0;s&lt;t.length;s++){var l=t[s];l[0].trace[a]===r&amp;&amp;o.push(l)}return o},r.getModuleCalcData=function(t,e){var r,i=[],a=[];if(!(r=&quot;string&quot;==typeof e?n.getModule(e).plot:&quot;function&quot;==typeof e?e:e.plot))return[i,t];for(var o=0;o&lt;t.length;o++){var s=t[o],l=s[0].trace;!0===l.visible&amp;&amp;(l._module.plot===r?i.push(s):a.push(s))}return[i,a]},r.getSubplotData=function(t,e,r){if(!n.subplotsRegistry[e])return[];var a,o,s,l=n.subplotsRegistry[e].attr,u=[];if(&quot;gl2d&quot;===e){var c=r.match(i);o=&quot;x&quot;+c[1],s=&quot;y&quot;+c[2]}for(var f=0;f&lt;t.length;f++)a=t[f],&quot;gl2d&quot;===e&amp;&amp;n.traceIs(a,&quot;gl2d&quot;)?a[l[0]]===o&amp;&amp;a[l[1]]===s&amp;&amp;u.push(a):a[l]===r&amp;&amp;u.push(a);return u}},{&quot;../registry&quot;:592,&quot;./cartesian/constants&quot;:547}],570:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plot_api/edit_types&quot;).overrideAll,i=t(&quot;../../components/fx/layout_attributes&quot;),a=t(&quot;./scene&quot;),o=t(&quot;../get_data&quot;).getSubplotData,s=t(&quot;../../lib&quot;),l=t(&quot;../../constants/xmlns_namespaces&quot;);r.name=&quot;gl3d&quot;,r.attr=&quot;scene&quot;,r.idRoot=&quot;scene&quot;,r.idRegex=r.attrRegex=s.counterRegex(&quot;scene&quot;),r.attributes=t(&quot;./layout/attributes&quot;),r.layoutAttributes=t(&quot;./layout/layout_attributes&quot;),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},&quot;plot&quot;,&quot;nested&quot;),r.supplyLayoutDefaults=t(&quot;./layout/defaults&quot;),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i&lt;n.length;i++){var s=n[i],l=o(r,&quot;gl3d&quot;,s),u=e[s],c=u.camera,f=u._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(&quot;.gl-container&quot;),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:c},e),u._scene=f),f.viewInitial||(f.viewInitial={up:{x:c.up.x,y:c.up.y,z:c.up.z},eye:{x:c.eye.x,y:c.eye.y,z:c.eye.z},center:{x:c.center.x,y:c.center.y,z:c.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a&lt;i.length;a++){var o=i[a];!e[o]&amp;&amp;n[o]._scene&amp;&amp;(n[o]._scene.destroy(),n._infolayer&amp;&amp;n._infolayer.selectAll(&quot;.annotation-&quot;+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i&lt;r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,u=s.toImage(&quot;png&quot;);e._glimages.append(&quot;svg:image&quot;).attr({xmlns:l.svg,&quot;xlink:href&quot;:u,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:&quot;none&quot;}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return&quot;1&quot;===e&amp;&amp;(e=&quot;&quot;),&quot;scene&quot;+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n&lt;r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{&quot;../../components/fx/layout_attributes&quot;:416,&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../lib&quot;:495,&quot;../../plot_api/edit_types&quot;:524,&quot;../get_data&quot;:569,&quot;./layout/attributes&quot;:571,&quot;./layout/defaults&quot;:575,&quot;./layout/layout_attributes&quot;:576,&quot;./scene&quot;:580}],571:[function(t,e,r){&quot;use strict&quot;;e.exports={scene:{valType:&quot;subplotid&quot;,dflt:&quot;scene&quot;,editType:&quot;calc+clearAxisTypes&quot;}}},{}],572:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../components/color&quot;),i=t(&quot;../../cartesian/layout_attributes&quot;),a=t(&quot;../../../lib/extend&quot;).extendFlat,o=t(&quot;../../../plot_api/edit_types&quot;).overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:&quot;boolean&quot;,dflt:!0},spikesides:{valType:&quot;boolean&quot;,dflt:!0},spikethickness:{valType:&quot;number&quot;,min:0,dflt:2},spikecolor:{valType:&quot;color&quot;,dflt:n.defaultLine},showbackground:{valType:&quot;boolean&quot;,dflt:!1},backgroundcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(204, 204, 204, 0.5)&quot;},showaxeslabels:{valType:&quot;boolean&quot;,dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:i.title,type:a({},i.type,{values:[&quot;-&quot;,&quot;linear&quot;,&quot;log&quot;,&quot;date&quot;,&quot;category&quot;]}),autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:&quot;any&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;^autorange&quot;:!1}},{valType:&quot;any&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;^autorange&quot;:!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,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:&quot;rgb(204, 204, 204)&quot;}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},&quot;plot&quot;,&quot;from-root&quot;)},{&quot;../../../components/color&quot;:376,&quot;../../../lib/extend&quot;:488,&quot;../../../plot_api/edit_types&quot;:524,&quot;../../cartesian/layout_attributes&quot;:553}],573:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;).mix,i=t(&quot;../../../lib&quot;),a=t(&quot;../../../plot_api/plot_template&quot;),o=t(&quot;./axis_attributes&quot;),s=t(&quot;../../cartesian/type_defaults&quot;),l=t(&quot;../../cartesian/axis_defaults&quot;),u=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];e.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var d=0;d&lt;u.length;d++){var p=u[d];c=t[p]||{},(f=a.newContainer(e,p))._id=p[0]+r.scene,f._name=p,s(c,f,h,r),l(c,f,h,{font:r.font,letter:p[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(&quot;gridcolor&quot;,n(f.color,r.bgColor,13600/187).toRgbString()),h(&quot;title.text&quot;,p[0]),f.setScale=i.noop,h(&quot;showspikes&quot;)&amp;&amp;(h(&quot;spikesides&quot;),h(&quot;spikethickness&quot;),h(&quot;spikecolor&quot;,f.color)),h(&quot;showaxeslabels&quot;),h(&quot;showbackground&quot;)&amp;&amp;h(&quot;backgroundcolor&quot;)}}},{&quot;../../../lib&quot;:495,&quot;../../../plot_api/plot_template&quot;:531,&quot;../../cartesian/axis_defaults&quot;:543,&quot;../../cartesian/type_defaults&quot;:564,&quot;./axis_attributes&quot;:572,tinycolor2:342}],574:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib/str2rgbarray&quot;),i=t(&quot;../../../lib&quot;),a=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[&quot;sans-serif&quot;,&quot;sans-serif&quot;,&quot;sans-serif&quot;],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=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],this.labelEnable=[!0,!0,!0],this.labelFont=[&quot;Open Sans&quot;,&quot;Open Sans&quot;,&quot;Open Sans&quot;],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&lt;3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t.meta?i.templateString(o.title.text,{meta:t.meta}):o.title.text,&quot;font&quot;in o.title&amp;&amp;(o.title.font.color&amp;&amp;(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&amp;&amp;(this.labelFont[r]=o.title.font.family),o.title.font.size&amp;&amp;(this.labelSize[r]=o.title.font.size)),&quot;showline&quot;in o&amp;&amp;(this.lineEnable[r]=o.showline),&quot;linecolor&quot;in o&amp;&amp;(this.lineColor[r]=n(o.linecolor)),&quot;linewidth&quot;in o&amp;&amp;(this.lineWidth[r]=o.linewidth),&quot;showgrid&quot;in o&amp;&amp;(this.gridEnable[r]=o.showgrid),&quot;gridcolor&quot;in o&amp;&amp;(this.gridColor[r]=n(o.gridcolor)),&quot;gridwidth&quot;in o&amp;&amp;(this.gridWidth[r]=o.gridwidth),&quot;log&quot;===o.type?this.zeroEnable[r]=!1:&quot;zeroline&quot;in o&amp;&amp;(this.zeroEnable[r]=o.zeroline),&quot;zerolinecolor&quot;in o&amp;&amp;(this.zeroLineColor[r]=n(o.zerolinecolor)),&quot;zerolinewidth&quot;in o&amp;&amp;(this.zeroLineWidth[r]=o.zerolinewidth),&quot;ticks&quot;in o&amp;&amp;o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,&quot;ticklen&quot;in o&amp;&amp;(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),&quot;tickcolor&quot;in o&amp;&amp;(this.lineTickColor[r]=n(o.tickcolor)),&quot;tickwidth&quot;in o&amp;&amp;(this.lineTickWidth[r]=o.tickwidth),&quot;tickangle&quot;in o&amp;&amp;(this.tickAngle[r]=&quot;auto&quot;===o.tickangle?-3600:Math.PI*-o.tickangle/180),&quot;showticklabels&quot;in o&amp;&amp;(this.tickEnable[r]=o.showticklabels),&quot;tickfont&quot;in o&amp;&amp;(o.tickfont.color&amp;&amp;(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&amp;&amp;(this.tickFont[r]=o.tickfont.family),o.tickfont.size&amp;&amp;(this.tickSize[r]=o.tickfont.size)),&quot;mirror&quot;in o?-1!==[&quot;ticks&quot;,&quot;all&quot;,&quot;allticks&quot;].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,&quot;showbackground&quot;in o&amp;&amp;!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}},{&quot;../../../lib&quot;:495,&quot;../../../lib/str2rgbarray&quot;:517}],575:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib&quot;),i=t(&quot;../../../components/color&quot;),a=t(&quot;../../../registry&quot;),o=t(&quot;../../subplot_defaults&quot;),s=t(&quot;./axis_defaults&quot;),l=t(&quot;./layout_attributes&quot;),u=t(&quot;../../get_data&quot;).getSubplotData,c=&quot;gl3d&quot;;function f(t,e,r,n){for(var o=r(&quot;bgcolor&quot;),l=i.combine(o,n.paper_bgcolor),f=[&quot;up&quot;,&quot;center&quot;,&quot;eye&quot;],h=0;h&lt;f.length;h++)r(&quot;camera.&quot;+f[h]+&quot;.x&quot;),r(&quot;camera.&quot;+f[h]+&quot;.y&quot;),r(&quot;camera.&quot;+f[h]+&quot;.z&quot;);r(&quot;camera.projection.type&quot;);var d=!!r(&quot;aspectratio.x&quot;)&amp;&amp;!!r(&quot;aspectratio.y&quot;)&amp;&amp;!!r(&quot;aspectratio.z&quot;),p=r(&quot;aspectmode&quot;,d?&quot;manual&quot;:&quot;auto&quot;);d||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},&quot;manual&quot;===p&amp;&amp;(e.aspectmode=&quot;auto&quot;),t.aspectmode=e.aspectmode);var g=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:g,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),a.getComponentMethod(&quot;annotations3d&quot;,&quot;handleDefaults&quot;)(t,e,n);var v=n.getDfltFromLayout(&quot;dragmode&quot;);if(!1!==v&amp;&amp;!v)if(v=&quot;orbit&quot;,t.camera&amp;&amp;t.camera.up){var m=t.camera.up.x,y=t.camera.up.y,b=t.camera.up.z;0!==b&amp;&amp;(m&amp;&amp;y&amp;&amp;b?b/Math.sqrt(m*m+y*y+b*b)&gt;.999&amp;&amp;(v=&quot;turntable&quot;):v=&quot;turntable&quot;)}else v=&quot;turntable&quot;;r(&quot;dragmode&quot;,v),r(&quot;hovermode&quot;,n.getDfltFromLayout(&quot;hovermode&quot;))}e.exports=function(t,e,r){var i=e._basePlotModules.length&gt;1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{&quot;../../../components/color&quot;:376,&quot;../../../lib&quot;:495,&quot;../../../registry&quot;:592,&quot;../../get_data&quot;:569,&quot;../../subplot_defaults&quot;:591,&quot;./axis_defaults&quot;:573,&quot;./layout_attributes&quot;:576}],576:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./axis_attributes&quot;),i=t(&quot;../../domain&quot;).attributes,a=t(&quot;../../../lib/extend&quot;).extendFlat,o=t(&quot;../../../lib&quot;).counterRegex;function s(t,e,r){return{x:{valType:&quot;number&quot;,dflt:t,editType:&quot;camera&quot;},y:{valType:&quot;number&quot;,dflt:e,editType:&quot;camera&quot;},z:{valType:&quot;number&quot;,dflt:r,editType:&quot;camera&quot;},editType:&quot;camera&quot;}}e.exports={_arrayAttrRegexps:[o(&quot;scene&quot;,&quot;.annotations&quot;,!0)],bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;plot&quot;},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:&quot;enumerated&quot;,values:[&quot;perspective&quot;,&quot;orthographic&quot;],dflt:&quot;perspective&quot;,editType:&quot;calc&quot;},editType:&quot;calc&quot;},editType:&quot;camera&quot;},domain:i({name:&quot;scene&quot;,editType:&quot;plot&quot;}),aspectmode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;cube&quot;,&quot;data&quot;,&quot;manual&quot;],dflt:&quot;auto&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;aspectratio.x&quot;:void 0,&quot;aspectratio.y&quot;:void 0,&quot;aspectratio.z&quot;:void 0}},aspectratio:{x:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},y:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},z:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},editType:&quot;plot&quot;,impliedEdits:{aspectmode:&quot;manual&quot;}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:&quot;enumerated&quot;,values:[&quot;orbit&quot;,&quot;turntable&quot;,&quot;zoom&quot;,&quot;pan&quot;,!1],editType:&quot;plot&quot;},hovermode:{valType:&quot;enumerated&quot;,values:[&quot;closest&quot;,!1],dflt:&quot;closest&quot;,editType:&quot;modebar&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;plot&quot;,_deprecated:{cameraposition:{valType:&quot;info_array&quot;,editType:&quot;camera&quot;}}}},{&quot;../../../lib&quot;:495,&quot;../../../lib/extend&quot;:488,&quot;../../domain&quot;:566,&quot;./axis_attributes&quot;:572}],577:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib/str2rgbarray&quot;),i=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];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&lt;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}},{&quot;../../../lib/str2rgbarray&quot;:517}],578:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u&lt;3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&amp;&amp;(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(&quot;auto&quot;===c.tickmode){c.tickmode=&quot;linear&quot;;var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var d=n.calcTicks(c),p=0;p&lt;d.length;++p)d[p].x=d[p].x*t.dataScale[u],&quot;date&quot;===c.type&amp;&amp;(d[p].text=d[p].text.replace(/\\&lt;br\\&gt;/g,&quot; &quot;));l[u]=d,c.tickmode=f}}e.ticks=l;for(var u=0;u&lt;3;++u){o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]);for(var p=0;p&lt;2;++p)e.bounds[p][u]=t.glplot.bounds[p][u]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r&lt;3;++r){for(var n=t[r],i=new Array(n.length),a=0;a&lt;n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(&quot;../../cartesian/axes&quot;),i=t(&quot;../../../lib&quot;),a=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;],o=[0,0,0]},{&quot;../../../lib&quot;:495,&quot;../../cartesian/axes&quot;:541}],579:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r&lt;4;++r)for(n=0;n&lt;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])))}},{}],580:[function(t,e,r){&quot;use strict&quot;;var n,i,a=t(&quot;gl-plot3d&quot;).createCamera,o=t(&quot;gl-plot3d&quot;).createScene,s=t(&quot;webgl-context&quot;),l=t(&quot;has-passive-events&quot;),u=t(&quot;../../registry&quot;),c=t(&quot;../../lib&quot;),f=t(&quot;../../plots/cartesian/axes&quot;),h=t(&quot;../../components/fx&quot;),d=t(&quot;../../lib/str2rgbarray&quot;),p=t(&quot;../../lib/show_no_webgl_msg&quot;),g=t(&quot;./project&quot;),v=t(&quot;./layout/convert&quot;),m=t(&quot;./layout/spikes&quot;),y=t(&quot;./layout/tick_marks&quot;);function b(t,e,r,a){if(t.initializeGLCamera(),!function(t,e,r,a,l){var u={canvas:a,gl:l,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:e,pixelRatio:r};if(t.staticMode){if(!(i||(n=document.createElement(&quot;canvas&quot;),i=s({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(&quot;error creating static canvas/context for image server&quot;);u.pixelRatio=t.pixelRatio,u.gl=i,u.canvas=n}try{t.glplot=o(u)}catch(t){return!1}return!0}(t,t.camera,e,r,a))return p(t);var u=t.graphDiv,d=function(t){if(!1!==t.fullSceneLayout.dragmode){var e={};e[t.id+&quot;.camera&quot;]=M(t.camera),t.saveCamera(u.layout),t.graphDiv.emit(&quot;plotly_relayout&quot;,e)}};return t.glplot.canvas.addEventListener(&quot;mouseup&quot;,function(){d(t)}),t.glplot.canvas.addEventListener(&quot;wheel&quot;,function(){u._context._scrollZoom.gl3d&amp;&amp;d(t)},!!l&amp;&amp;{passive:!1}),t.staticMode||t.glplot.canvas.addEventListener(&quot;webglcontextlost&quot;,function(e){u&amp;&amp;u.emit&amp;&amp;u.emit(&quot;plotly_webglcontextlost&quot;,{event:e,layer:t.id})},!1),t.glplot.camera=t.camera,t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(t){var e,r=t.svgContainer,n=t.container.getBoundingClientRect(),i=n.width,a=n.height;r.setAttributeNS(null,&quot;viewBox&quot;,&quot;0 0 &quot;+i+&quot; &quot;+a),r.setAttributeNS(null,&quot;width&quot;,i),r.setAttributeNS(null,&quot;height&quot;,a),y(t),t.glplot.axes.update(t.axesOptions);for(var o,s=Object.keys(t.traces),l=null,u=t.glplot.selection,d=0;d&lt;s.length;++d)&quot;skip&quot;!==(e=t.traces[s[d]]).data.hoverinfo&amp;&amp;e.handlePick(u)&amp;&amp;(l=e),e.setContourLevels&amp;&amp;e.setContourLevels();function p(e,r){var n=t.fullSceneLayout[e];return f.tickText(n,n.d2l(r),&quot;hover&quot;).text}if(null!==l){var v=g(t.glplot.cameraParams,u.dataCoordinate);e=l.data;var m,b=u.index,x={xLabel:p(&quot;xaxis&quot;,u.traceCoordinate[0]),yLabel:p(&quot;yaxis&quot;,u.traceCoordinate[1]),zLabel:p(&quot;zaxis&quot;,u.traceCoordinate[2])},_=h.castHoverinfo(e,t.fullLayout,b),w=(_||&quot;&quot;).split(&quot;+&quot;),A=_&amp;&amp;&quot;all&quot;===_;e.hovertemplate||A||(-1===w.indexOf(&quot;x&quot;)&amp;&amp;(x.xLabel=void 0),-1===w.indexOf(&quot;y&quot;)&amp;&amp;(x.yLabel=void 0),-1===w.indexOf(&quot;z&quot;)&amp;&amp;(x.zLabel=void 0),-1===w.indexOf(&quot;text&quot;)&amp;&amp;(u.textLabel=void 0),-1===w.indexOf(&quot;name&quot;)&amp;&amp;(l.name=void 0));var M=[];&quot;cone&quot;===e.type||&quot;streamtube&quot;===e.type?(x.uLabel=p(&quot;xaxis&quot;,u.traceCoordinate[3]),(A||-1!==w.indexOf(&quot;u&quot;))&amp;&amp;M.push(&quot;u: &quot;+x.uLabel),x.vLabel=p(&quot;yaxis&quot;,u.traceCoordinate[4]),(A||-1!==w.indexOf(&quot;v&quot;))&amp;&amp;M.push(&quot;v: &quot;+x.vLabel),x.wLabel=p(&quot;zaxis&quot;,u.traceCoordinate[5]),(A||-1!==w.indexOf(&quot;w&quot;))&amp;&amp;M.push(&quot;w: &quot;+x.wLabel),x.normLabel=u.traceCoordinate[6].toPrecision(3),(A||-1!==w.indexOf(&quot;norm&quot;))&amp;&amp;M.push(&quot;norm: &quot;+x.normLabel),&quot;streamtube&quot;===e.type&amp;&amp;(x.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(A||-1!==w.indexOf(&quot;divergence&quot;))&amp;&amp;M.push(&quot;divergence: &quot;+x.divergenceLabel)),u.textLabel&amp;&amp;M.push(u.textLabel),m=M.join(&quot;&lt;br&gt;&quot;)):&quot;isosurface&quot;===e.type?(x.valueLabel=f.tickText(t.mockAxis,t.mockAxis.d2l(u.traceCoordinate[3]),&quot;hover&quot;).text,M.push(&quot;value: &quot;+x.valueLabel),u.textLabel&amp;&amp;M.push(u.textLabel),m=M.join(&quot;&lt;br&gt;&quot;)):m=u.textLabel;var T={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:e._input,fullData:e,curveNumber:e.index,pointNumber:b};h.appendArrayPointValue(T,e,b),e._module.eventData&amp;&amp;(T=e._module.eventData(T,u,e,{},b));var k={points:[T]};t.fullSceneLayout.hovermode&amp;&amp;h.loneHover({trace:e,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*a,xLabel:x.xLabel,yLabel:x.yLabel,zLabel:x.zLabel,text:m,name:l.name,color:h.castHoverOption(e,b,&quot;bgcolor&quot;)||l.color,borderColor:h.castHoverOption(e,b,&quot;bordercolor&quot;),fontFamily:h.castHoverOption(e,b,&quot;font.family&quot;),fontSize:h.castHoverOption(e,b,&quot;font.size&quot;),fontColor:h.castHoverOption(e,b,&quot;font.color&quot;),hovertemplate:c.castOption(e,b,&quot;hovertemplate&quot;),hovertemplateLabels:c.extendFlat({},T,x),eventData:[T]},{container:r,gd:t.graphDiv}),u.buttons&amp;&amp;u.distance&lt;5?t.graphDiv.emit(&quot;plotly_click&quot;,k):t.graphDiv.emit(&quot;plotly_hover&quot;,k),o=k}else h.loneUnhover(r),t.graphDiv.emit(&quot;plotly_unhover&quot;,o);t.drawAnnotations(t)}.bind(null,t),t.traces={},t.make4thDimension(),!0}function x(t,e){var r=document.createElement(&quot;div&quot;),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(&quot;http://www.w3.org/2000/svg&quot;,&quot;svg&quot;);i.style.position=&quot;absolute&quot;,i.style.top=i.style.left=&quot;0px&quot;,i.style.width=i.style.height=&quot;100%&quot;,i.style[&quot;z-index&quot;]=20,i.style[&quot;pointer-events&quot;]=&quot;none&quot;,r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=&quot;absolute&quot;,r.style.top=r.style.left=&quot;0px&quot;,r.style.width=r.style.height=&quot;100%&quot;,n.appendChild(r),this.fullLayout=e,this.id=t.id||&quot;scene&quot;,this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=m(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(&quot;annotations3d&quot;,&quot;convert&quot;),this.drawAnnotations=u.getComponentMethod(&quot;annotations3d&quot;,&quot;draw&quot;),b(this,this.pixelRatio)}var _=x.prototype;_.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=&quot;orthographic&quot;===t.projection.type;this.camera=a(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:&quot;orbit&quot;})},_.recoverContext=function(){var t=this,e=this.glplot.gl,r=this.glplot.canvas,n=this.glplot.camera,i=this.glplot.pixelRatio;this.glplot.dispose(),requestAnimationFrame(function a(){e.isContextLost()?requestAnimationFrame(a):b(t,n,i,r)?t.plot.apply(t,t.plotArgs):c.error(&quot;Catastrophic and unrecoverable WebGL error. Context lost.&quot;)})};var w=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i&lt;3;i++){var a=w[i],o=a.charAt(0),s=n[a],l=e[o],u=e[o+&quot;calendar&quot;],f=e[&quot;_&quot;+o+&quot;length&quot;];if(c.isArrayOrTypedArray(l))for(var h,d=0;d&lt;(f||l.length);d++)if(c.isArrayOrTypedArray(l[d]))for(var p=0;p&lt;l[d].length;++p)h=s.d2l(l[d][p],0,u),!isNaN(h)&amp;&amp;isFinite(h)&amp;&amp;(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[d],0,u),!isNaN(h)&amp;&amp;isFinite(h)&amp;&amp;(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],f-1)}}function M(t){return{up:{x:t.up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?&quot;orthographic&quot;:&quot;perspective&quot;}}}_.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,u=e[this.id],c=r[this.id];u.bgcolor?this.glplot.clearColor=d(u.bgcolor):this.glplot.clearColor=[0,0,0,0],this.glplot.snapToData=!0,this.fullLayout=e,this.fullSceneLayout=u,this.glplotLayout=u,this.axesOptions.merge(e,u),this.spikeOptions.merge(u),this.setCamera(u.camera),this.updateFx(u.dragmode,u.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.update({}),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&lt;t.length;++a)!0===(n=t[a]).visible&amp;&amp;A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i&lt;3;i++)for(var a=w[i],o=a.charAt(0),s=r[a],l=0;l&lt;n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&amp;&amp;isFinite(c)&amp;&amp;(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,f);var h=[1,1,1];for(o=0;o&lt;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&lt;t.length;++a)!0===(n=t[a]).visible&amp;&amp;((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&lt;p.length;++a){for(o=0;o&lt;t.length;++o)if(t[o].uid===p[a]&amp;&amp;!0===t[o].visible)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 g=[[0,0,0],[0,0,0]],v=[],m={};for(a=0;a&lt;3;++a){if((l=(s=u[w[a]]).type)in m?(m[l].acc*=h[a],m[l].count+=1):m[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var y=this.glplot.objects,b=this.fullSceneLayout.annotations||[],x=s._name.charAt(0);for(o=0;o&lt;y.length;o++){var _=y[o],M=_.bounds,T=_._trace.data._pad||0;&quot;ErrorBars&quot;===_.constructor.name&amp;&amp;s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],M[0][a]/h[a]-T),g[1][a]=Math.max(g[1][a],M[1][a]/h[a]+T)}for(o=0;o&lt;b.length;o++){var k=b[o];if(k.visible){var E=s.r2l(k[x]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if(&quot;rangemode&quot;in s&amp;&amp;&quot;tozero&quot;===s.rangemode&amp;&amp;(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]&gt;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(&quot;reversed&quot;===s.autorange){var S=g[0][a];g[0][a]=g[1][a],g[1][a]=S}}else{var C=s.range;g[0][a]=s.r2l(C[0]),g[1][a]=s.r2l(C[1])}g[0][a]===g[1][a]&amp;&amp;(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.bounds[0][a]=g[0][a]*h[a],this.glplot.bounds[1][a]=g[1][a]*h[a]}var O=[1,1,1];for(a=0;a&lt;3;++a){var R=m[l=(s=u[w[a]]).type];O[a]=Math.pow(R.acc,1/R.count)/h[a]}var P;if(&quot;auto&quot;===u.aspectmode)P=Math.max.apply(null,O)/Math.min.apply(null,O)&lt;=4?O:[1,1,1];else if(&quot;cube&quot;===u.aspectmode)P=[1,1,1];else if(&quot;data&quot;===u.aspectmode)P=O;else{if(&quot;manual&quot;!==u.aspectmode)throw new Error(&quot;scene.js aspectRatio was not one of the enumerated types&quot;);var z=u.aspectratio;P=[z.x,z.y,z.z]}u.aspectratio.x=c.aspectratio.x=P[0],u.aspectratio.y=c.aspectratio.y=P[1],u.aspectratio.z=c.aspectratio.z=P[2],this.glplot.aspect=P;var I=u.domain||null,N=e._size||null;if(I&amp;&amp;N){var D=this.container.style;D.position=&quot;absolute&quot;,D.left=N.l+I.x[0]*N.w+&quot;px&quot;,D.top=N.t+(1-I.y[1])*N.h+&quot;px&quot;,D.width=N.w*(I.x[1]-I.x[0])+&quot;px&quot;,D.height=N.h*(I.y[1]-I.y[0])+&quot;px&quot;}this.glplot.redraw()}},_.destroy=function(){this.glplot&amp;&amp;(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(&quot;wheel&quot;,this.camera.wheelListener),this.camera=this.glplot.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},_.getCamera=function(){return this.glplot.camera.view.recalcMatrix(this.camera.view.lastT()),M(this.glplot.camera)},_.setCamera=function(t){var e;this.glplot.camera.lookAt.apply(this,[[(e=t).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]]);var r=&quot;orthographic&quot;===t.projection.type;if(r!==this.glplot.camera._ortho){this.glplot.redraw();var n=this.glplot.pixelRatio,i=this.glplot.clearColor;this.glplot.gl.clearColor(i[0],i[1],i[2],i[3]),this.glplot.gl.clear(this.glplot.gl.DEPTH_BUFFER_BIT|this.glplot.gl.COLOR_BUFFER_BIT),this.glplot.dispose(),b(this,n),this.glplot.camera._ortho=r}},_.saveCamera=function(t){var e=this.fullLayout,r=this.getCamera(),n=c.nestedProperty(t,this.id+&quot;.camera&quot;),i=n.get(),a=!1;function o(t,e,r,n){var i=[&quot;up&quot;,&quot;center&quot;,&quot;eye&quot;],a=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];return e[i[r]]&amp;&amp;t[i[r]][a[n]]===e[i[r]][a[n]]}if(void 0===i)a=!0;else{for(var s=0;s&lt;3;s++)for(var l=0;l&lt;3;l++)if(!o(r,i,s,l)){a=!0;break}(!i.projection||r.projection&amp;&amp;r.projection.type!==i.projection.type)&amp;&amp;(a=!0)}if(a){var f={};f[this.id+&quot;.camera&quot;]=i,u.call(&quot;_storeDirectGUIEdit&quot;,t,e._preGUI,f),n.set(r),c.nestedProperty(e,this.id+&quot;.camera&quot;).set(r)}return a},_.updateFx=function(t,e){var r=this.camera;if(r)if(&quot;orbit&quot;===t)r.mode=&quot;orbit&quot;,r.keyBindingMode=&quot;rotate&quot;;else if(&quot;turntable&quot;===t){r.up=[0,0,1],r.mode=&quot;turntable&quot;,r.keyBindingMode=&quot;rotate&quot;;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)&lt;.999){var f=this.id+&quot;.camera.up&quot;,h={x:0,y:0,z:1},d={};d[f]=h;var p=n.layout;u.call(&quot;_storeDirectGUIEdit&quot;,p,i._preGUI,d),a.up=h,c.nestedProperty(p,f).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},_.toImage=function(t){t||(t=&quot;png&quot;),this.staticMode&amp;&amp;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);for(var o=0,s=i-1;o&lt;s;++o,--s)for(var l=0;l&lt;r;++l)for(var u=0;u&lt;4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(&quot;canvas&quot;);f.width=r,f.height=i;var h,d=f.getContext(&quot;2d&quot;),p=d.createImageData(r,i);switch(p.data.set(a),d.putImageData(p,0,0),t){case&quot;jpeg&quot;:h=f.toDataURL(&quot;image/jpeg&quot;);break;case&quot;webp&quot;:h=f.toDataURL(&quot;image/webp&quot;);break;default:h=f.toDataURL(&quot;image/png&quot;)}return this.staticMode&amp;&amp;this.container.removeChild(n),h},_.setConvert=function(){for(var t=0;t&lt;3;t++){var e=this.fullSceneLayout[w[t]];f.setConvert(e,this.fullLayout),e.setScale=c.noop}},_.make4thDimension=function(){var t=this.graphDiv._fullLayout;this.mockAxis={type:&quot;linear&quot;,showexponent:&quot;all&quot;,exponentformat:&quot;B&quot;},f.setConvert(this.mockAxis,t)},e.exports=x},{&quot;../../components/fx&quot;:415,&quot;../../lib&quot;:495,&quot;../../lib/show_no_webgl_msg&quot;:515,&quot;../../lib/str2rgbarray&quot;:517,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;./layout/convert&quot;:574,&quot;./layout/spikes&quot;:577,&quot;./layout/tick_marks&quot;:578,&quot;./project&quot;:579,&quot;gl-plot3d&quot;:142,&quot;has-passive-events&quot;:252,&quot;webgl-context&quot;:357}],581:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a&lt;n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],582:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./font_attributes&quot;),i=t(&quot;./animation_attributes&quot;),a=t(&quot;../components/color/attributes&quot;),o=t(&quot;../components/colorscale/layout_attributes&quot;),s=t(&quot;./pad_attributes&quot;),l=t(&quot;../lib/extend&quot;).extendFlat,u=n({editType:&quot;calc&quot;});u.family.dflt=&#x27;&quot;Open Sans&quot;, verdana, arial, sans-serif&#x27;,u.size.dflt=12,u.color.dflt=a.defaultLine,e.exports={font:u,title:{text:{valType:&quot;string&quot;,editType:&quot;layoutstyle&quot;},font:n({editType:&quot;layoutstyle&quot;}),xref:{valType:&quot;enumerated&quot;,dflt:&quot;container&quot;,values:[&quot;container&quot;,&quot;paper&quot;],editType:&quot;layoutstyle&quot;},yref:{valType:&quot;enumerated&quot;,dflt:&quot;container&quot;,values:[&quot;container&quot;,&quot;paper&quot;],editType:&quot;layoutstyle&quot;},x:{valType:&quot;number&quot;,min:0,max:1,dflt:.5,editType:&quot;layoutstyle&quot;},y:{valType:&quot;number&quot;,min:0,max:1,dflt:&quot;auto&quot;,editType:&quot;layoutstyle&quot;},xanchor:{valType:&quot;enumerated&quot;,dflt:&quot;auto&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],editType:&quot;layoutstyle&quot;},yanchor:{valType:&quot;enumerated&quot;,dflt:&quot;auto&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],editType:&quot;layoutstyle&quot;},pad:l(s({editType:&quot;layoutstyle&quot;}),{}),editType:&quot;layoutstyle&quot;},autosize:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;none&quot;},width:{valType:&quot;number&quot;,min:10,dflt:700,editType:&quot;plot&quot;},height:{valType:&quot;number&quot;,min:10,dflt:450,editType:&quot;plot&quot;},margin:{l:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},r:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},t:{valType:&quot;number&quot;,min:0,dflt:100,editType:&quot;plot&quot;},b:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},pad:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},autoexpand:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},editType:&quot;plot&quot;},paper_bgcolor:{valType:&quot;color&quot;,dflt:a.background,editType:&quot;plot&quot;},plot_bgcolor:{valType:&quot;color&quot;,dflt:a.background,editType:&quot;layoutstyle&quot;},separators:{valType:&quot;string&quot;,editType:&quot;plot&quot;},hidesources:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;plot&quot;},showlegend:{valType:&quot;boolean&quot;,editType:&quot;legend&quot;},colorway:{valType:&quot;colorlist&quot;,dflt:a.defaults,editType:&quot;calc&quot;},colorscale:o,datarevision:{valType:&quot;any&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editrevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},selectionrevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},template:{valType:&quot;any&quot;,editType:&quot;calc&quot;},modebar:{orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],dflt:&quot;h&quot;,editType:&quot;modebar&quot;},bgcolor:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},color:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},activecolor:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;modebar&quot;},meta:{valType:&quot;data_array&quot;,editType:&quot;plot&quot;},transition:l({},i.transition,{editType:&quot;none&quot;}),_deprecated:{title:{valType:&quot;string&quot;,editType:&quot;layoutstyle&quot;},titlefont:n({editType:&quot;layoutstyle&quot;})}}},{&quot;../components/color/attributes&quot;:375,&quot;../components/colorscale/layout_attributes&quot;:389,&quot;../lib/extend&quot;:488,&quot;./animation_attributes&quot;:536,&quot;./font_attributes&quot;:567,&quot;./pad_attributes&quot;:583}],583:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.editType;return{t:{valType:&quot;number&quot;,dflt:0,editType:e},r:{valType:&quot;number&quot;,dflt:0,editType:e},b:{valType:&quot;number&quot;,dflt:0,editType:e},l:{valType:&quot;number&quot;,dflt:0,editType:e},editType:e}}},{}],584:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../registry&quot;),o=t(&quot;../plot_api/plot_schema&quot;),s=t(&quot;../plot_api/plot_template&quot;),l=t(&quot;../lib&quot;),u=t(&quot;../components/color&quot;),c=t(&quot;../constants/numerical&quot;).BADNUM,f=t(&quot;../plots/cartesian/axis_ids&quot;),h=t(&quot;./animation_attributes&quot;),d=t(&quot;./frame_attributes&quot;),p=l.relinkPrivateKeys,g=l._,v=e.exports={};l.extendFlat(v,a),v.attributes=t(&quot;./attributes&quot;),v.attributes.type.values=v.allTypes,v.fontAttrs=t(&quot;./font_attributes&quot;),v.layoutAttributes=t(&quot;./layout_attributes&quot;),v.fontWeight=&quot;normal&quot;;var m=v.transformsRegistry,y=t(&quot;./command&quot;);v.executeAPICommand=y.executeAPICommand,v.computeAPICommandBindings=y.computeAPICommandBindings,v.manageCommandObserver=y.manageCommandObserver,v.hasSimpleAPICommandBindings=y.hasSimpleAPICommandBindings,v.redrawText=function(t){if(!((t=l.getGraphDiv(t)).data&amp;&amp;t.data[0]&amp;&amp;t.data[0].r))return new Promise(function(e){setTimeout(function(){a.getComponentMethod(&quot;annotations&quot;,&quot;draw&quot;)(t),a.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),(t.calcdata||[]).forEach(function(t){t[0]&amp;&amp;t[0].t&amp;&amp;t[0].t.cb&amp;&amp;t[0].t.cb()}),e(v.previousPromises(t))},300)})},v.resize=function(t){return t=l.getGraphDiv(t),new Promise(function(e,r){function n(t){var e=window.getComputedStyle(t).display;return!e||&quot;none&quot;===e}t&amp;&amp;!n(t)||r(new Error(&quot;Resize must be passed a displayed plot div element.&quot;)),t._redrawTimer&amp;&amp;clearTimeout(t._redrawTimer),t._redrawTimer=setTimeout(function(){if(!t.layout||t.layout.width&amp;&amp;t.layout.height||n(t))e(t);else{delete t.layout.width,delete t.layout.height;var r=t.changed;t.autoplay=!0,a.call(&quot;relayout&quot;,t,{autosize:!0}).then(function(){t.changed=r,e(t)})}},100)})},v.previousPromises=function(t){if((t._promises||[]).length)return Promise.all(t._promises).then(function(){t._promises=[]})},v.addLinks=function(t){if(t._context.showLink||t._context.showSources){var e=t._fullLayout,r=l.ensureSingle(e._paper,&quot;text&quot;,&quot;js-plot-link-container&quot;,function(t){t.style({&quot;font-family&quot;:&#x27;&quot;Open Sans&quot;, Arial, sans-serif&#x27;,&quot;font-size&quot;:&quot;12px&quot;,fill:u.defaultLine,&quot;pointer-events&quot;:&quot;all&quot;}).each(function(){var t=n.select(this);t.append(&quot;tspan&quot;).classed(&quot;js-link-to-tool&quot;,!0),t.append(&quot;tspan&quot;).classed(&quot;js-link-spacer&quot;,!0),t.append(&quot;tspan&quot;).classed(&quot;js-sourcelinks&quot;,!0)})}),i=r.node(),a={y:e._paper.attr(&quot;height&quot;)-9};document.body.contains(i)&amp;&amp;i.getComputedTextLength()&gt;=e.width-20?(a[&quot;text-anchor&quot;]=&quot;start&quot;,a.x=5):(a[&quot;text-anchor&quot;]=&quot;end&quot;,a.x=e._paper.attr(&quot;width&quot;)-7),r.attr(a);var o=r.select(&quot;.js-link-to-tool&quot;),s=r.select(&quot;.js-link-spacer&quot;),c=r.select(&quot;.js-sourcelinks&quot;);t._context.showSources&amp;&amp;t._context.showSources(t),t._context.showLink&amp;&amp;function(t,e){e.text(&quot;&quot;);var r=e.append(&quot;a&quot;).attr({&quot;xlink:xlink:href&quot;:&quot;#&quot;,class:&quot;link--impt link--embedview&quot;,&quot;font-weight&quot;:&quot;bold&quot;}).text(t._context.linkText+&quot; &quot;+String.fromCharCode(187));if(t._context.sendData)r.on(&quot;click&quot;,function(){v.sendDataToCloud(t)});else{var n=window.location.pathname.split(&quot;/&quot;),i=window.location.search;r.attr({&quot;xlink:xlink:show&quot;:&quot;new&quot;,&quot;xlink:xlink:href&quot;:&quot;/&quot;+n[2].split(&quot;.&quot;)[0]+&quot;/&quot;+n[1]+i})}}(t,o),s.text(o.text()&amp;&amp;c.text()?&quot; - &quot;:&quot;&quot;)}},v.sendDataToCloud=function(t){t.emit(&quot;plotly_beforeexport&quot;);var e=(window.PLOTLYENV||{}).BASE_URL||t._context.plotlyServerURL,r=n.select(t).append(&quot;div&quot;).attr(&quot;id&quot;,&quot;hiddenform&quot;).style(&quot;display&quot;,&quot;none&quot;),i=r.append(&quot;form&quot;).attr({action:e+&quot;/external&quot;,method:&quot;post&quot;,target:&quot;_blank&quot;});return i.append(&quot;input&quot;).attr({type:&quot;text&quot;,name:&quot;data&quot;}).node().value=v.graphJson(t,!1,&quot;keepdata&quot;),i.node().submit(),r.remove(),t.emit(&quot;plotly_afterexport&quot;),!1};var b=[&quot;days&quot;,&quot;shortDays&quot;,&quot;months&quot;,&quot;shortMonths&quot;,&quot;periods&quot;,&quot;dateTime&quot;,&quot;date&quot;,&quot;time&quot;,&quot;decimal&quot;,&quot;thousands&quot;,&quot;grouping&quot;,&quot;currency&quot;],x=[&quot;year&quot;,&quot;month&quot;,&quot;dayMonth&quot;,&quot;dayMonthYear&quot;];function _(t,e){var r=t._context.locale,n=!1,i={};function o(t){for(var r=!0,a=0;a&lt;e.length;a++){var o=e[a];i[o]||(t[o]?i[o]=t[o]:r=!1)}r&amp;&amp;(n=!0)}for(var s=0;s&lt;2;s++){for(var l=t._context.locales,u=0;u&lt;2;u++){var c=(l[r]||{}).format;if(c&amp;&amp;(o(c),n))break;l=a.localeRegistry}var f=r.split(&quot;-&quot;)[0];if(n||f===r)break;r=f}return n||o(a.localeRegistry.en.format),i}function w(t,e){var r={_fullLayout:e},n=&quot;x&quot;===t._id.charAt(0),i=t._mainAxis._anchorAxis,a=&quot;&quot;,o=&quot;&quot;,s=&quot;&quot;;if(i&amp;&amp;(s=i._mainAxis._id,a=n?t._id+s:s+t._id),!a||!e._plots[a]){a=&quot;&quot;;for(var l=t._counterAxes,u=0;u&lt;l.length;u++){var c=l[u],h=n?t._id+c:c+t._id;o||(o=h);var d=f.getFromId(r,c);if(s&amp;&amp;d.overlaying===s){a=h;break}}}return a||o}function A(t){var e=t.transforms;if(Array.isArray(e)&amp;&amp;e.length)for(var r=0;r&lt;e.length;r++){var n=e[r],i=n._module||m[n.type];if(i&amp;&amp;i.makesData)return!0}return!1}function M(t,e,r,n){for(var i=t.transforms,a=[t],o=0;o&lt;i.length;o++){var s=i[o],l=m[s.type];l&amp;&amp;l.transform&amp;&amp;(a=l.transform(a,{transform:s,fullTrace:t,fullData:e,layout:r,fullLayout:n,transformIndex:o}))}return a}function T(t){var e=t.margin;if(!t._size){var r=t._size={l:Math.round(e.l),r:Math.round(e.r),t:Math.round(e.t),b:Math.round(e.b),p:Math.round(e.pad)};r.w=Math.round(t.width)-r.l-r.r,r.h=Math.round(t.height)-r.t-r.b}t._pushmargin||(t._pushmargin={}),t._pushmarginIds||(t._pushmarginIds={})}function k(t,e,r){var n=!1;var i=[v.previousPromises,function(){if(t._transitionData)return t._transitioning=!1,function(t){var e=Promise.resolve();if(!t)return e;for(;t.length;)e=e.then(t.shift());return e}(t._transitionData._interruptCallbacks)},r.prepareFn,v.rehover,function(){return t.emit(&quot;plotly_transitioning&quot;,[]),new Promise(function(i){t._transitioning=!0,e.duration&gt;0&amp;&amp;(t._transitioningWithDuration=!0),t._transitionData._interruptCallbacks.push(function(){n=!0}),r.redraw&amp;&amp;t._transitionData._interruptCallbacks.push(function(){return a.call(&quot;redraw&quot;,t)}),t._transitionData._interruptCallbacks.push(function(){t.emit(&quot;plotly_transitioninterrupted&quot;,[])});var o=0,s=0;function l(){return o++,function(){var e;s++,n||s!==o||(e=i,t._transitionData&amp;&amp;(function(t){if(t)for(;t.length;)t.shift()}(t._transitionData._interruptCallbacks),Promise.resolve().then(function(){if(r.redraw)return a.call(&quot;redraw&quot;,t)}).then(function(){t._transitioning=!1,t._transitioningWithDuration=!1,t.emit(&quot;plotly_transitioned&quot;,[])}).then(e)))}}r.runFn(l),setTimeout(l())})}],o=l.syncOrAsync(i,t);return o&amp;&amp;o.then||(o=Promise.resolve()),o.then(function(){return t})}function E(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];n.clearCalc(),&quot;multicategory&quot;===n.type&amp;&amp;n.setupMultiCategory(e)}}v.supplyDefaults=function(t,e){var r=e&amp;&amp;e.skipUpdateCalc,i=t._fullLayout||{};if(i._skipDefaults)delete i._skipDefaults;else{var o,s=t._fullLayout={},u=t.layout||{},c=t._fullData||[],f=t._fullData=[],h=t.data||[],d=t.calcdata||[],m=t._context||{};t._transitionData||v.createTransitionData(t),s._dfltTitle={plot:g(t,&quot;Click to enter Plot title&quot;),x:g(t,&quot;Click to enter X axis title&quot;),y:g(t,&quot;Click to enter Y axis title&quot;),colorbar:g(t,&quot;Click to enter Colorscale title&quot;),annotation:g(t,&quot;new text&quot;)},s._traceWord=g(t,&quot;trace&quot;);var y=_(t,b);if(s._mapboxAccessToken=m.mapboxAccessToken,i._initialAutoSizeIsDone){var w=i.width,A=i.height;v.supplyLayoutGlobalDefaults(u,s,y),u.width||(s.width=w),u.height||(s.height=A),v.sanitizeMargins(s)}else{v.supplyLayoutGlobalDefaults(u,s,y);var M=!u.width||!u.height,k=s.autosize,E=m.autosizable;M&amp;&amp;(k||E)?v.plotAutoSize(t,u,s):M&amp;&amp;v.sanitizeMargins(s),!k&amp;&amp;M&amp;&amp;(u.width=s.width,u.height=s.height)}s._d3locale=function(t,e){return t.decimal=e.charAt(0),t.thousands=e.charAt(1),n.locale(t)}(y,s.separators),s._extraFormat=_(t,x),s._initialAutoSizeIsDone=!0,s._dataLength=h.length,s._modules=[],s._visibleModules=[],s._basePlotModules=[];var L=s._subplots=function(){var t,e,r=a.collectableSubplotTypes,n={};if(!r){r=[];var i=a.subplotsRegistry;for(var o in i){var s=i[o],u=s.attr;if(u&amp;&amp;(r.push(o),Array.isArray(u)))for(e=0;e&lt;u.length;e++)l.pushUnique(r,u[e])}}for(t=0;t&lt;r.length;t++)n[r[t]]=[];return n}(),S=s._splomAxes={x:{},y:{}},C=s._splomSubplots={};s._splomGridDflt={},s._scatterStackOpts={},s._firstScatter={},s._alignmentOpts={},s._requestRangeslider={},s._traceUids=function(t,e){var r,n,i=e.length,a=[];for(r=0;r&lt;t.length;r++){var o=t[r]._fullInput;o!==n&amp;&amp;a.push(o),n=o}var s=a.length,u=new Array(i),c={};function f(t,e){u[e]=t,c[t]=1}function h(t,e){if(t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;!c[t])return f(t,e),!0}for(r=0;r&lt;i;r++){var d=e[r].uid;&quot;number&quot;==typeof d&amp;&amp;(d=String(d)),h(d,r)||(r&lt;s&amp;&amp;h(a[r].uid,r)||f(l.randstr(c),r))}return u}(c,h),s._globalTransforms=(t._context||{}).globalTransforms,v.supplyDataDefaults(h,f,u,s);var O=Object.keys(S.x),R=Object.keys(S.y);if(O.length&gt;1&amp;&amp;R.length&gt;1){for(a.getComponentMethod(&quot;grid&quot;,&quot;sizeDefaults&quot;)(u,s),o=0;o&lt;O.length;o++)l.pushUnique(L.xaxis,O[o]);for(o=0;o&lt;R.length;o++)l.pushUnique(L.yaxis,R[o]);for(var P in C)l.pushUnique(L.cartesian,P)}if(s._has=v._hasPlotType.bind(s),c.length===f.length)for(o=0;o&lt;f.length;o++)p(f[o],c[o]);v.supplyLayoutModuleDefaults(u,s,f,t._transitionData);var z=s._visibleModules,I=[];for(o=0;o&lt;z.length;o++){var N=z[o].crossTraceDefaults;N&amp;&amp;l.pushUnique(I,N)}for(o=0;o&lt;I.length;o++)I[o](f,s);a.getComponentMethod(&quot;colorscale&quot;,&quot;crossTraceDefaults&quot;)(f,s),s._hasOnlyLargeSploms=1===s._basePlotModules.length&amp;&amp;&quot;splom&quot;===s._basePlotModules[0].name&amp;&amp;O.length&gt;15&amp;&amp;R.length&gt;15&amp;&amp;0===s.shapes.length&amp;&amp;0===s.images.length,s._hasCartesian=s._has(&quot;cartesian&quot;),s._hasGeo=s._has(&quot;geo&quot;),s._hasGL3D=s._has(&quot;gl3d&quot;),s._hasGL2D=s._has(&quot;gl2d&quot;),s._hasTernary=s._has(&quot;ternary&quot;),s._hasPie=s._has(&quot;pie&quot;),v.linkSubplots(f,s,c,i),v.cleanPlot(f,s,c,i),p(s,i),s._preGUI||(s._preGUI={}),s._tracePreGUI||(s._tracePreGUI={});var D,F=s._tracePreGUI,j={};for(D in F)j[D]=&quot;old&quot;;for(o=0;o&lt;f.length;o++)j[D=f[o]._fullInput.uid]||(F[D]={}),j[D]=&quot;new&quot;;for(D in j)&quot;old&quot;===j[D]&amp;&amp;delete F[D];T(s),a.getComponentMethod(&quot;rangeslider&quot;,&quot;makeData&quot;)(s),r||d.length!==f.length||v.supplyDefaultsUpdateCalc(d,f)}},v.supplyDefaultsUpdateCalc=function(t,e){for(var r=0;r&lt;e.length;r++){var n=e[r],i=(t[r]||[])[0];if(i&amp;&amp;i.trace){var a=i.trace;if(a._hasCalcTransform){var o,s,u,c=a._arrayAttrs;for(o=0;o&lt;c.length;o++)s=c[o],u=l.nestedProperty(a,s).get().slice(),l.nestedProperty(n,s).set(u)}i.trace=n}}},v.createTransitionData=function(t){t._transitionData||(t._transitionData={}),t._transitionData._frames||(t._transitionData._frames=[]),t._transitionData._frameHash||(t._transitionData._frameHash={}),t._transitionData._counter||(t._transitionData._counter=0),t._transitionData._interruptCallbacks||(t._transitionData._interruptCallbacks=[])},v._hasPlotType=function(t){var e,r=this._basePlotModules||[];for(e=0;e&lt;r.length;e++)if(r[e].name===t)return!0;var n=this._modules||[];for(e=0;e&lt;n.length;e++){var i=n[e].name;if(i===t)return!0;var o=a.modules[i];if(o&amp;&amp;o.categories[t])return!0}return!1},v.cleanPlot=function(t,e,r,n){var i,a,o=n._basePlotModules||[];for(i=0;i&lt;o.length;i++){var s=o[i];s.clean&amp;&amp;s.clean(t,e,r,n)}var l=n._has&amp;&amp;n._has(&quot;gl&quot;),u=e._has&amp;&amp;e._has(&quot;gl&quot;);l&amp;&amp;!u&amp;&amp;void 0!==n._glcontainer&amp;&amp;(n._glcontainer.selectAll(&quot;.gl-canvas&quot;).remove(),n._glcontainer.selectAll(&quot;.no-webgl&quot;).remove(),n._glcanvas=null);var c=!!n._infolayer;t:for(i=0;i&lt;r.length;i++){var f=r[i].uid;for(a=0;a&lt;t.length;a++){if(f===t[a].uid)continue t}c&amp;&amp;n._infolayer.select(&quot;.cb&quot;+f).remove()}n._zoomlayer&amp;&amp;n._zoomlayer.selectAll(&quot;.select-outline&quot;).remove()},v.linkSubplots=function(t,e,r,n){var i,a,o=n._plots||{},s=e._plots={},u=e._subplots,c={_fullData:t,_fullLayout:e},h=u.cartesian.concat(u.gl2d||[]);for(i=0;i&lt;h.length;i++){var d,p=h[i],g=o[p],v=f.getFromId(c,p,&quot;x&quot;),m=f.getFromId(c,p,&quot;y&quot;);for(g?d=s[p]=g:(d=s[p]={}).id=p,v._counterAxes.push(m._id),m._counterAxes.push(v._id),v._subplotsWith.push(p),m._subplotsWith.push(p),d.xaxis=v,d.yaxis=m,d._hasClipOnAxisFalse=!1,a=0;a&lt;t.length;a++){var y=t[a];if(y.xaxis===d.xaxis._id&amp;&amp;y.yaxis===d.yaxis._id&amp;&amp;!1===y.cliponaxis){d._hasClipOnAxisFalse=!0;break}}}var b,x=f.list(c,null,!0);for(i=0;i&lt;x.length;i++){var _=null;(b=x[i]).overlaying&amp;&amp;(_=f.getFromId(c,b.overlaying))&amp;&amp;_.overlaying&amp;&amp;(b.overlaying=!1,_=null),b._mainAxis=_||b,_&amp;&amp;(b.domain=_.domain.slice()),b._anchorAxis=&quot;free&quot;===b.anchor?null:f.getFromId(c,b.anchor)}for(i=0;i&lt;x.length;i++)(b=x[i])._counterAxes.sort(f.idSort),b._subplotsWith.sort(l.subplotSort),b._mainSubplot=w(b,e)},v.clearExpandedTraceDefaultColors=function(t){var e,r,n;for(r=[],(e=t._module._colorAttrs)||(t._module._colorAttrs=e=[],o.crawl(t._module.attributes,function(t,n,i,a){r[a]=n,r.length=a+1,&quot;color&quot;===t.valType&amp;&amp;void 0===t.dflt&amp;&amp;e.push(r.join(&quot;.&quot;))})),n=0;n&lt;e.length;n++){l.nestedProperty(t,&quot;_input.&quot;+e[n]).get()||l.nestedProperty(t,e[n]).set(null)}},v.supplyDataDefaults=function(t,e,r,n){var i,o,u,c=n._modules,f=n._visibleModules,h=n._basePlotModules,d=0,g=0;function m(t){e.push(t);var r=t._module;r&amp;&amp;(l.pushUnique(c,r),!0===t.visible&amp;&amp;l.pushUnique(f,r),l.pushUnique(h,t._module.basePlotModule),d++,!1!==t._input.visible&amp;&amp;g++)}n._transformModules=[];var y={},b=[],x=(r.template||{}).data||{},_=s.traceTemplater(x);for(i=0;i&lt;t.length;i++){if(u=t[i],(o=_.newTrace(u)).uid=n._traceUids[i],v.supplyTraceDefaults(u,o,g,n,i),o.index=i,o._input=u,o._expandedIndex=d,o.transforms&amp;&amp;o.transforms.length)for(var w=!1!==u.visible&amp;&amp;!1===o.visible,A=M(o,e,r,n),T=0;T&lt;A.length;T++){var k=A[T],E={_template:o._template,type:o.type,uid:o.uid+T};w&amp;&amp;!1===k.visible&amp;&amp;delete k.visible,v.supplyTraceDefaults(k,E,d,n,i),p(E,k),E.index=i,E._input=u,E._fullInput=o,E._expandedIndex=d,E._expandedInput=k,m(E)}else o._fullInput=o,o._expandedInput=o,m(o);a.traceIs(o,&quot;carpetAxis&quot;)&amp;&amp;(y[o.carpet]=o),a.traceIs(o,&quot;carpetDependent&quot;)&amp;&amp;b.push(i)}for(i=0;i&lt;b.length;i++)if((o=e[b[i]]).visible){var L=y[o.carpet];o._carpet=L,L&amp;&amp;L.visible?(o.xaxis=L.xaxis,o.yaxis=L.yaxis):o.visible=!1}},v.supplyAnimationDefaults=function(t){var e;t=t||{};var r={};function n(e,n){return l.coerce(t||{},r,h,e,n)}if(n(&quot;mode&quot;),n(&quot;direction&quot;),n(&quot;fromcurrent&quot;),Array.isArray(t.frame))for(r.frame=[],e=0;e&lt;t.frame.length;e++)r.frame[e]=v.supplyAnimationFrameDefaults(t.frame[e]||{});else r.frame=v.supplyAnimationFrameDefaults(t.frame||{});if(Array.isArray(t.transition))for(r.transition=[],e=0;e&lt;t.transition.length;e++)r.transition[e]=v.supplyAnimationTransitionDefaults(t.transition[e]||{});else r.transition=v.supplyAnimationTransitionDefaults(t.transition||{});return r},v.supplyAnimationFrameDefaults=function(t){var e={};function r(r,n){return l.coerce(t||{},e,h.frame,r,n)}return r(&quot;duration&quot;),r(&quot;redraw&quot;),e},v.supplyAnimationTransitionDefaults=function(t){var e={};function r(r,n){return l.coerce(t||{},e,h.transition,r,n)}return r(&quot;duration&quot;),r(&quot;easing&quot;),e},v.supplyFrameDefaults=function(t){var e={};function r(r,n){return l.coerce(t,e,d,r,n)}return r(&quot;group&quot;),r(&quot;name&quot;),r(&quot;traces&quot;),r(&quot;baseframe&quot;),r(&quot;data&quot;),r(&quot;layout&quot;),e},v.supplyTraceDefaults=function(t,e,r,n,i){var o,s=n.colorway||u.defaults,c=s[r%s.length];function f(r,n){return l.coerce(t,e,v.attributes,r,n)}var h=f(&quot;visible&quot;);f(&quot;type&quot;),f(&quot;name&quot;,n._traceWord+&quot; &quot;+i),f(&quot;uirevision&quot;,n.uirevision);var d,p,g,m=v.getModule(e);if(e._module=m,m){var y=m.basePlotModule,b=y.attr,x=y.attributes;if(b&amp;&amp;x){var _=n._subplots,w=&quot;&quot;;if(&quot;gl2d&quot;!==y.name||h){if(Array.isArray(b))for(o=0;o&lt;b.length;o++){var A=b[o],M=l.coerce(t,e,x,A);_[A]&amp;&amp;l.pushUnique(_[A],M),w+=M}else w=l.coerce(t,e,x,b);_[y.name]&amp;&amp;l.pushUnique(_[y.name],w)}}}return h&amp;&amp;(f(&quot;customdata&quot;),f(&quot;ids&quot;),a.traceIs(e,&quot;showLegend&quot;)?(e._dfltShowLegend=!0,f(&quot;showlegend&quot;),f(&quot;legendgroup&quot;)):e._dfltShowLegend=!1,d=&quot;hoverlabel&quot;,p=&quot;&quot;,g=function(){a.getComponentMethod(&quot;fx&quot;,&quot;supplyDefaults&quot;)(t,e,c,n)},m&amp;&amp;d in m.attributes&amp;&amp;void 0===m.attributes[d]||(g&amp;&amp;&quot;function&quot;==typeof g?g():f(d,p)),m&amp;&amp;(m.supplyDefaults(t,e,c,n),e.hovertemplate||l.coerceHoverinfo(t,e,n)),a.traceIs(e,&quot;noOpacity&quot;)||f(&quot;opacity&quot;),a.traceIs(e,&quot;notLegendIsolatable&quot;)&amp;&amp;(e.visible=!!e.visible),m&amp;&amp;m.selectPoints&amp;&amp;f(&quot;selectedpoints&quot;),v.supplyTransformDefaults(t,e,n)),e},v.hasMakesDataTransform=A,v.supplyTransformDefaults=function(t,e,r){if(e._length||A(t)){var n=r._globalTransforms||[],i=r._transformModules||[];if(Array.isArray(t.transforms)||0!==n.length)for(var a=t.transforms||[],o=n.concat(a),s=e.transforms=[],u=0;u&lt;o.length;u++){var c,f=o[u],h=f.type,d=m[h],p=!(f._module&amp;&amp;f._module===d),g=d&amp;&amp;&quot;function&quot;==typeof d.transform;d||l.warn(&quot;Unrecognized transform type &quot;+h+&quot;.&quot;),d&amp;&amp;d.supplyDefaults&amp;&amp;(p||g)?((c=d.supplyDefaults(f,e,r,t)).type=h,c._module=d,l.pushUnique(i,d)):c=l.extendFlat({},f),s.push(c)}}},v.supplyLayoutGlobalDefaults=function(t,e,r){function n(r,n){return l.coerce(t,e,v.layoutAttributes,r,n)}var i=t.template;l.isPlainObject(i)&amp;&amp;(e.template=i,e._template=i.layout,e._dataTemplate=i.data);var o=l.coerceFont(n,&quot;font&quot;);n(&quot;title.text&quot;,e._dfltTitle.plot),l.coerceFont(n,&quot;title.font&quot;,{family:o.family,size:Math.round(1.4*o.size),color:o.color}),n(&quot;title.xref&quot;),n(&quot;title.yref&quot;),n(&quot;title.x&quot;),n(&quot;title.y&quot;),n(&quot;title.xanchor&quot;),n(&quot;title.yanchor&quot;),n(&quot;title.pad.t&quot;),n(&quot;title.pad.r&quot;),n(&quot;title.pad.b&quot;),n(&quot;title.pad.l&quot;),n(&quot;autosize&quot;,!(t.width&amp;&amp;t.height)),n(&quot;width&quot;),n(&quot;height&quot;),n(&quot;margin.l&quot;),n(&quot;margin.r&quot;),n(&quot;margin.t&quot;),n(&quot;margin.b&quot;),n(&quot;margin.pad&quot;),n(&quot;margin.autoexpand&quot;),t.width&amp;&amp;t.height&amp;&amp;v.sanitizeMargins(e),a.getComponentMethod(&quot;grid&quot;,&quot;sizeDefaults&quot;)(t,e),n(&quot;paper_bgcolor&quot;),n(&quot;separators&quot;,r.decimal+r.thousands),n(&quot;hidesources&quot;),n(&quot;colorway&quot;),n(&quot;datarevision&quot;);var s=n(&quot;uirevision&quot;);n(&quot;editrevision&quot;,s),n(&quot;selectionrevision&quot;,s),n(&quot;modebar.orientation&quot;),n(&quot;modebar.bgcolor&quot;,u.addOpacity(e.paper_bgcolor,.5));var c=u.contrast(u.rgb(e.modebar.bgcolor));n(&quot;modebar.color&quot;,u.addOpacity(c,.3)),n(&quot;modebar.activecolor&quot;,u.addOpacity(c,.7)),n(&quot;modebar.uirevision&quot;,s),n(&quot;meta&quot;),l.isPlainObject(t.transition)&amp;&amp;(n(&quot;transition.duration&quot;),n(&quot;transition.easing&quot;),n(&quot;transition.ordering&quot;)),a.getComponentMethod(&quot;calendars&quot;,&quot;handleDefaults&quot;)(t,e,&quot;calendar&quot;),a.getComponentMethod(&quot;fx&quot;,&quot;supplyLayoutGlobalDefaults&quot;)(t,e,n)},v.plotAutoSize=function(t,e,r){var n,a,o=t._context||{},s=o.frameMargins,u=l.isPlotDiv(t);if(u&amp;&amp;t.emit(&quot;plotly_autosize&quot;),o.fillFrame)n=window.innerWidth,a=window.innerHeight,document.body.style.overflow=&quot;hidden&quot;;else{var c=u?window.getComputedStyle(t):{};if(n=parseFloat(c.width)||parseFloat(c.maxWidth)||r.width,a=parseFloat(c.height)||parseFloat(c.maxHeight)||r.height,i(s)&amp;&amp;s&gt;0){var f=1-2*s;n=Math.round(f*n),a=Math.round(f*a)}}var h=v.layoutAttributes.width.min,d=v.layoutAttributes.height.min;n&lt;h&amp;&amp;(n=h),a&lt;d&amp;&amp;(a=d);var p=!e.width&amp;&amp;Math.abs(r.width-n)&gt;1,g=!e.height&amp;&amp;Math.abs(r.height-a)&gt;1;(g||p)&amp;&amp;(p&amp;&amp;(r.width=n),g&amp;&amp;(r.height=a)),t._initialAutoSize||(t._initialAutoSize={width:n,height:a}),v.sanitizeMargins(r)},v.supplyLayoutModuleDefaults=function(t,e,r,n){var i,o,s,u=a.componentsRegistry,c=e._basePlotModules,f=a.subplotsRegistry.cartesian;for(i in u)(s=u[i]).includeBasePlot&amp;&amp;s.includeBasePlot(t,e);for(var h in c.length||c.push(f),e._has(&quot;cartesian&quot;)&amp;&amp;(a.getComponentMethod(&quot;grid&quot;,&quot;contentDefaults&quot;)(t,e),f.finalizeSubplots(t,e)),e._subplots)e._subplots[h].sort(l.subplotSort);for(o=0;o&lt;c.length;o++)(s=c[o]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r);var d=e._modules;for(o=0;o&lt;d.length;o++)(s=d[o]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r);var p=e._transformModules;for(o=0;o&lt;p.length;o++)(s=p[o]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r,n);for(i in u)(s=u[i]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r)},v.purge=function(t){var e=t._fullLayout||{};void 0!==e._glcontainer&amp;&amp;(e._glcontainer.selectAll(&quot;.gl-canvas&quot;).remove(),e._glcontainer.remove(),e._glcanvas=null),void 0!==e._geocontainer&amp;&amp;e._geocontainer.remove(),e._modeBar&amp;&amp;e._modeBar.destroy(),t._transitionData&amp;&amp;(t._transitionData._interruptCallbacks&amp;&amp;(t._transitionData._interruptCallbacks.length=0),t._transitionData._animationRaf&amp;&amp;window.cancelAnimationFrame(t._transitionData._animationRaf)),l.clearThrottle(),l.clearResponsive(t),delete t.data,delete t.layout,delete t._fullData,delete t._fullLayout,delete t.calcdata,delete t.framework,delete t.empty,delete t.fid,delete t.undoqueue,delete t.undonum,delete t.autoplay,delete t.changed,delete t._promises,delete t._redrawTimer,delete t._hmlumcount,delete t._hmpixcount,delete t._transitionData,delete t._transitioning,delete t._initialAutoSize,delete t._transitioningWithDuration,delete t._dragging,delete t._dragged,delete t._hoverdata,delete t._snapshotInProgress,delete t._editing,delete t._replotPending,delete t._mouseDownTime,delete t._legendMouseDownTime,t.removeAllListeners&amp;&amp;t.removeAllListeners()},v.style=function(t){var e,r=t._fullLayout._visibleModules,n=[];for(e=0;e&lt;r.length;e++){var i=r[e];i.style&amp;&amp;l.pushUnique(n,i.style)}for(e=0;e&lt;n.length;e++)n[e](t)},v.sanitizeMargins=function(t){if(t&amp;&amp;t.margin){var e,r=t.width,n=t.height,i=t.margin,a=r-(i.l+i.r),o=n-(i.t+i.b);a&lt;0&amp;&amp;(e=(r-1)/(i.l+i.r),i.l=Math.floor(e*i.l),i.r=Math.floor(e*i.r)),o&lt;0&amp;&amp;(e=(n-1)/(i.t+i.b),i.t=Math.floor(e*i.t),i.b=Math.floor(e*i.b))}},v.clearAutoMarginIds=function(t){t._fullLayout._pushmarginIds={}},v.allowAutoMargin=function(t,e){t._fullLayout._pushmarginIds[e]=1},v.autoMargin=function(t,e,r){var n=t._fullLayout,i=n._pushmargin,a=n._pushmarginIds;if(!1!==n.margin.autoexpand){if(r){var o=r.pad;if(void 0===o){var s=n.margin;o=Math.min(12,s.l,s.r,s.t,s.b)}r.l+r.r&gt;.5*n.width&amp;&amp;(r.l=r.r=0),r.b+r.t&gt;.5*n.height&amp;&amp;(r.b=r.t=0);var l=void 0!==r.xl?r.xl:r.x,u=void 0!==r.xr?r.xr:r.x,c=void 0!==r.yt?r.yt:r.y,f=void 0!==r.yb?r.yb:r.y;i[e]={l:{val:l,size:r.l+o},r:{val:u,size:r.r+o},b:{val:f,size:r.b+o},t:{val:c,size:r.t+o}},a[e]=1}else delete i[e],delete a[e];n._replotting||v.doAutoMargin(t)}},v.doAutoMargin=function(t){var e=t._fullLayout;e._size||(e._size={}),T(e);var r=e._size,n=JSON.stringify(r),o=e.margin,s=o.l,l=o.r,u=o.t,c=o.b,f=e.width,h=e.height,d=e._pushmargin,p=e._pushmarginIds;if(!1!==e.margin.autoexpand){for(var g in d)p[g]||delete d[g];for(var v in d.base={l:{val:0,size:s},r:{val:1,size:l},t:{val:1,size:u},b:{val:0,size:c}},d){var m=d[v].l||{},y=d[v].b||{},b=m.val,x=m.size,_=y.val,w=y.size;for(var A in d){if(i(x)&amp;&amp;d[A].r){var M=d[A].r.val,k=d[A].r.size;if(M&gt;b){var E=(x*M+(k-f)*b)/(M-b),L=(k*(1-b)+(x-f)*(1-M))/(M-b);E&gt;=0&amp;&amp;L&gt;=0&amp;&amp;f-(E+L)&gt;0&amp;&amp;E+L&gt;s+l&amp;&amp;(s=E,l=L)}}if(i(w)&amp;&amp;d[A].t){var S=d[A].t.val,C=d[A].t.size;if(S&gt;_){var O=(w*S+(C-h)*_)/(S-_),R=(C*(1-_)+(w-h)*(1-S))/(S-_);O&gt;=0&amp;&amp;R&gt;=0&amp;&amp;h-(R+O)&gt;0&amp;&amp;O+R&gt;c+u&amp;&amp;(c=O,u=R)}}}}}if(r.l=Math.round(s),r.r=Math.round(l),r.t=Math.round(u),r.b=Math.round(c),r.p=Math.round(o.pad),r.w=Math.round(f)-r.l-r.r,r.h=Math.round(h)-r.t-r.b,!e._replotting&amp;&amp;&quot;{}&quot;!==n&amp;&amp;n!==JSON.stringify(e._size))return&quot;_redrawFromAutoMarginCount&quot;in e?e._redrawFromAutoMarginCount++:e._redrawFromAutoMarginCount=1,a.call(&quot;plot&quot;,t)},v.graphJson=function(t,e,r,n,i){(i&amp;&amp;e&amp;&amp;!t._fullData||i&amp;&amp;!e&amp;&amp;!t._fullLayout)&amp;&amp;v.supplyDefaults(t);var a=i?t._fullData:t.data,o=i?t._fullLayout:t.layout,s=(t._transitionData||{})._frames;function u(t){if(&quot;function&quot;==typeof t)return null;if(l.isPlainObject(t)){var e,n,i={};for(e in t)if(&quot;function&quot;!=typeof t[e]&amp;&amp;-1===[&quot;_&quot;,&quot;[&quot;].indexOf(e.charAt(0))){if(&quot;keepdata&quot;===r){if(&quot;src&quot;===e.substr(e.length-3))continue}else if(&quot;keepstream&quot;===r){if(&quot;string&quot;==typeof(n=t[e+&quot;src&quot;])&amp;&amp;n.indexOf(&quot;:&quot;)&gt;0&amp;&amp;!l.isPlainObject(t.stream))continue}else if(&quot;keepall&quot;!==r&amp;&amp;&quot;string&quot;==typeof(n=t[e+&quot;src&quot;])&amp;&amp;n.indexOf(&quot;:&quot;)&gt;0)continue;i[e]=u(t[e])}return i}return Array.isArray(t)?t.map(u):l.isTypedArray(t)?l.simpleMap(t,l.identity):l.isJSDate(t)?l.ms2DateTimeLocal(+t):t}var c={data:(a||[]).map(function(t){var r=u(t);return e&amp;&amp;delete r.fit,r})};return e||(c.layout=u(o)),t.framework&amp;&amp;t.framework.isPolar&amp;&amp;(c=t.framework.getConfig()),s&amp;&amp;(c.frames=u(s)),&quot;object&quot;===n?c:JSON.stringify(c)},v.modifyFrames=function(t,e){var r,n,i,a=t._transitionData._frames,o=t._transitionData._frameHash;for(r=0;r&lt;e.length;r++)switch((n=e[r]).type){case&quot;replace&quot;:i=n.value;var s=(a[n.index]||{}).name,l=i.name;a[n.index]=o[l]=i,l!==s&amp;&amp;(delete o[s],o[l]=i);break;case&quot;insert&quot;:o[(i=n.value).name]=i,a.splice(n.index,0,i);break;case&quot;delete&quot;:delete o[(i=a[n.index]).name],a.splice(n.index,1)}return Promise.resolve()},v.computeFrame=function(t,e){var r,n,i,a,o=t._transitionData._frameHash;if(!e)throw new Error(&quot;computeFrame must be given a string frame name&quot;);var s=o[e.toString()];if(!s)return!1;for(var l=[s],u=[s.name];s.baseframe&amp;&amp;(s=o[s.baseframe.toString()])&amp;&amp;-1===u.indexOf(s.name);)l.push(s),u.push(s.name);for(var c={};s=l.pop();)if(s.layout&amp;&amp;(c.layout=v.extendLayout(c.layout,s.layout)),s.data){if(c.data||(c.data=[]),!(n=s.traces))for(n=[],r=0;r&lt;s.data.length;r++)n[r]=r;for(c.traces||(c.traces=[]),r=0;r&lt;s.data.length;r++)null!=(i=n[r])&amp;&amp;(-1===(a=c.traces.indexOf(i))&amp;&amp;(a=c.data.length,c.traces[a]=i),c.data[a]=v.extendTrace(c.data[a],s.data[r]))}return c},v.recomputeFrameHash=function(t){for(var e=t._transitionData._frameHash={},r=t._transitionData._frames,n=0;n&lt;r.length;n++){var i=r[n];i&amp;&amp;i.name&amp;&amp;(e[i.name]=i)}},v.extendObjectWithContainers=function(t,e,r){var n,i,a,o,s,u,c,f=l.extendDeepNoArrays({},e||{}),h=l.expandObjectPaths(f),d={};if(r&amp;&amp;r.length)for(a=0;a&lt;r.length;a++)void 0===(i=(n=l.nestedProperty(h,r[a])).get())?l.nestedProperty(d,r[a]).set(null):(n.set(null),l.nestedProperty(d,r[a]).set(i));if(t=l.extendDeepNoArrays(t||{},h),r&amp;&amp;r.length)for(a=0;a&lt;r.length;a++)if(u=l.nestedProperty(d,r[a]).get()){for(c=(s=l.nestedProperty(t,r[a])).get(),Array.isArray(c)||(c=[],s.set(c)),o=0;o&lt;u.length;o++){var p=u[o];c[o]=null===p?null:v.extendObjectWithContainers(c[o],p)}s.set(c)}return t},v.dataArrayContainers=[&quot;transforms&quot;,&quot;dimensions&quot;],v.layoutArrayContainers=a.layoutArrayContainers,v.extendTrace=function(t,e){return v.extendObjectWithContainers(t,e,v.dataArrayContainers)},v.extendLayout=function(t,e){return v.extendObjectWithContainers(t,e,v.layoutArrayContainers)},v.transition=function(t,e,r,n,i,a){var o={redraw:i.redraw},s=[],u=[];return o.prepareFn=function(){for(var i=Array.isArray(e)?e.length:0,a=n.slice(0,i),o=0;o&lt;a.length;o++){var c=a[o],f=t._fullData[c]._module;f&amp;&amp;(f.animatable&amp;&amp;s.push(c),t.data[a[o]]=v.extendTrace(t.data[a[o]],e[o]))}var h=l.expandObjectPaths(l.extendDeepNoArrays({},r)),d=/^[xy]axis[0-9]*$/;for(var p in h)d.test(p)&amp;&amp;delete h[p].range;v.extendLayout(t.layout,h),delete t.calcdata,v.supplyDefaults(t),v.doCalcdata(t);var g=l.expandObjectPaths(r);if(g){var m=t._fullLayout._plots;for(var y in m){var b,x,_,w,A=m[y],M=A.xaxis,T=A.yaxis,k=M.range.slice(),E=T.range.slice();Array.isArray(g[M._name+&quot;.range&quot;])?b=g[M._name+&quot;.range&quot;].slice():Array.isArray((g[M._name]||{}).range)&amp;&amp;(b=g[M._name].range.slice()),Array.isArray(g[T._name+&quot;.range&quot;])?x=g[T._name+&quot;.range&quot;].slice():Array.isArray((g[T._name]||{}).range)&amp;&amp;(x=g[T._name].range.slice()),k&amp;&amp;b&amp;&amp;(k[0]!==b[0]||k[1]!==b[1])&amp;&amp;(_={xr0:k,xr1:b}),E&amp;&amp;x&amp;&amp;(E[0]!==x[0]||E[1]!==x[1])&amp;&amp;(w={yr0:E,yr1:x}),(_||w)&amp;&amp;u.push(l.extendFlat({plotinfo:A},_,w))}}return Promise.resolve()},o.runFn=function(e){var n,i,o=t._fullLayout._basePlotModules,c=u.length;if(r)for(i=0;i&lt;o.length;i++)o[i].transitionAxes&amp;&amp;o[i].transitionAxes(t,u,a,e);for(c?((n=l.extendFlat({},a)).duration=0,s=null):n=a,i=0;i&lt;o.length;i++)o[i].plot(t,s,n,e)},k(t,a,o)},v.transitionFromReact=function(t,e,r,n){var i=t._fullLayout,a=i.transition,o={},s=[];return o.prepareFn=function(){var t=i._plots;for(var a in o.redraw=!1,&quot;some&quot;===e.anim&amp;&amp;(o.redraw=!0),&quot;some&quot;===r.anim&amp;&amp;(o.redraw=!0),t){var u,c,f=t[a],h=f.xaxis,d=f.yaxis,p=n[h._name].range.slice(),g=n[d._name].range.slice(),v=h.range.slice(),m=d.range.slice();h.setScale(),d.setScale(),p[0]===v[0]&amp;&amp;p[1]===v[1]||(u={xr0:p,xr1:v}),g[0]===m[0]&amp;&amp;g[1]===m[1]||(c={yr0:g,yr1:m}),(u||c)&amp;&amp;s.push(l.extendFlat({plotinfo:f},u,c))}return Promise.resolve()},o.runFn=function(r){for(var n,i,o,u=t._fullData,c=t._fullLayout._basePlotModules,f=[],h=0;h&lt;u.length;h++)f.push(h);function d(){for(var e=0;e&lt;c.length;e++)c[e].transitionAxes&amp;&amp;c[e].transitionAxes(t,s,n,r)}function p(){for(var e=0;e&lt;c.length;e++)c[e].plot(t,o,i,r)}s.length&amp;&amp;e.anim?&quot;traces first&quot;===a.ordering?(n=l.extendFlat({},a,{duration:0}),o=f,i=a,p(),setTimeout(d,a.duration)):(n=a,o=null,i=l.extendFlat({},a,{duration:0}),d(),p()):s.length?(n=a,d()):e.anim&amp;&amp;(o=f,i=a,p())},k(t,a,o)},v.doCalcdata=function(t,e){var r,n,i,s,u=f.list(t),h=t._fullData,d=t._fullLayout,p=new Array(h.length),g=(t.calcdata||[]).slice(0);for(t.calcdata=p,d._numBoxes=0,d._numViolins=0,d._violinScaleGroupStats={},t._hmpixcount=0,t._hmlumcount=0,d._piecolormap={},d._sunburstcolormap={},i=0;i&lt;h.length;i++)Array.isArray(e)&amp;&amp;-1===e.indexOf(i)&amp;&amp;(p[i]=g[i]);for(i=0;i&lt;h.length;i++)(r=h[i])._arrayAttrs=o.findArrayAttributes(r),r._extremes={};var v=d._subplots.polar||[];for(i=0;i&lt;v.length;i++)u.push(d[v[i]].radialaxis,d[v[i]].angularaxis);E(u,h);var y=!1;for(i=0;i&lt;h.length;i++)if(!0===(r=h[i]).visible&amp;&amp;r.transforms){if((n=r._module)&amp;&amp;n.calc){var b=n.calc(t,r);b[0]&amp;&amp;b[0].t&amp;&amp;b[0].t._scene&amp;&amp;delete b[0].t._scene.dirty}for(s=0;s&lt;r.transforms.length;s++){var x=r.transforms[s];(n=m[x.type])&amp;&amp;n.calcTransform&amp;&amp;(r._hasCalcTransform=!0,y=!0,n.calcTransform(t,r,x))}}function _(e,i){if(r=h[e],!!(n=r._module).isContainer===i){var a=[];if(!0===r.visible){delete r._indexToPoints;var o=r.transforms||[];for(s=o.length-1;s&gt;=0;s--)if(o[s].enabled){r._indexToPoints=o[s]._indexToPoints;break}n&amp;&amp;n.calc&amp;&amp;(a=n.calc(t,r))}Array.isArray(a)&amp;&amp;a[0]||(a=[{x:c,y:c}]),a[0].t||(a[0].t={}),a[0].trace=r,p[e]=a}}for(y&amp;&amp;E(u,h),i=0;i&lt;h.length;i++)_(i,!0);for(i=0;i&lt;h.length;i++)_(i,!1);!function(t){var e,r,n,i=t._fullLayout,a=i._visibleModules,o={};for(r=0;r&lt;a.length;r++){var s=a[r],u=s.crossTraceCalc;if(u){var c=s.basePlotModule.name;o[c]?l.pushUnique(o[c],u):o[c]=[u]}}for(n in o){var f=o[n],h=i._subplots[n];if(Array.isArray(h))for(e=0;e&lt;h.length;e++){var d=h[e],p=&quot;cartesian&quot;===n?i._plots[d]:i[d];for(r=0;r&lt;f.length;r++)f[r](t,p,d)}else for(r=0;r&lt;f.length;r++)f[r](t)}}(t),a.getComponentMethod(&quot;fx&quot;,&quot;calc&quot;)(t),a.getComponentMethod(&quot;errorbars&quot;,&quot;calc&quot;)(t)},v.rehover=function(t){t._fullLayout._rehover&amp;&amp;t._fullLayout._rehover()},v.generalUpdatePerTraceModule=function(t,e,r,n){var i,a=e.traceHash,o={};for(i=0;i&lt;r.length;i++){var s=r[i],u=s[0].trace;u.visible&amp;&amp;(o[u.type]=o[u.type]||[],o[u.type].push(s))}for(var c in a)if(!o[c]){var f=a[c][0];f[0].trace.visible=!1,o[c]=[f]}for(var h in o){var d=o[h];d[0][0].trace._module.plot(t,e,l.filterVisible(d),n)}e.traceHash=o}},{&quot;../components/color&quot;:376,&quot;../constants/numerical&quot;:475,&quot;../lib&quot;:495,&quot;../plot_api/plot_schema&quot;:530,&quot;../plot_api/plot_template&quot;:531,&quot;../plots/cartesian/axis_ids&quot;:544,&quot;../registry&quot;:592,&quot;./animation_attributes&quot;:536,&quot;./attributes&quot;:538,&quot;./command&quot;:565,&quot;./font_attributes&quot;:567,&quot;./frame_attributes&quot;:568,&quot;./layout_attributes&quot;:582,d3:81,&quot;fast-isnumeric&quot;:90}],585:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../traces/scatter/attributes&quot;),i=n.marker,a=t(&quot;../../../lib/extend&quot;).extendFlat;[&quot;Area traces are deprecated!&quot;,&quot;Please switch to the *barpolar* trace type.&quot;].join(&quot; &quot;);e.exports={r:a({},n.r,{}),t:a({},n.t,{}),marker:{color:a({},i.color,{}),size:a({},i.size,{}),symbol:a({},i.symbol,{}),opacity:a({},i.opacity,{}),editType:&quot;calc&quot;}}},{&quot;../../../lib/extend&quot;:488,&quot;../../../traces/scatter/attributes&quot;:616}],586:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../cartesian/layout_attributes&quot;),i=t(&quot;../../../lib/extend&quot;).extendFlat,a=t(&quot;../../../plot_api/edit_types&quot;).overrideAll,o=[&quot;Legacy polar charts are deprecated!&quot;,&quot;Please switch to *polar* subplots.&quot;].join(&quot; &quot;),s=i({},n.domain,{});function l(t,e){return i({},e,{showline:{valType:&quot;boolean&quot;},showticklabels:{valType:&quot;boolean&quot;},tickorientation:{valType:&quot;enumerated&quot;,values:[&quot;horizontal&quot;,&quot;vertical&quot;]},ticklen:{valType:&quot;number&quot;,min:0},tickcolor:{valType:&quot;color&quot;},ticksuffix:{valType:&quot;string&quot;},endpadding:{valType:&quot;number&quot;,description:o},visible:{valType:&quot;boolean&quot;}})}e.exports=a({radialaxis:l(0,{range:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;},{valType:&quot;number&quot;}]},domain:s,orientation:{valType:&quot;number&quot;}}),angularaxis:l(0,{range:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;,dflt:0},{valType:&quot;number&quot;,dflt:360}]},domain:s}),layout:{direction:{valType:&quot;enumerated&quot;,values:[&quot;clockwise&quot;,&quot;counterclockwise&quot;]},orientation:{valType:&quot;angle&quot;}}},&quot;plot&quot;,&quot;nested&quot;)},{&quot;../../../lib/extend&quot;:488,&quot;../../../plot_api/edit_types&quot;:524,&quot;../../cartesian/layout_attributes&quot;:553}],587:[function(t,e,r){&quot;use strict&quot;;(e.exports=t(&quot;./micropolar&quot;)).manager=t(&quot;./micropolar_manager&quot;)},{&quot;./micropolar&quot;:588,&quot;./micropolar_manager&quot;:589}],588:[function(t,e,r){var n=t(&quot;d3&quot;),i=t(&quot;../../../lib&quot;).extendDeepAll,a=t(&quot;../../../constants/alignment&quot;).MID_SHIFT,o=e.exports={version:&quot;0.2.2&quot;};o.Axis=function(){var t,e,r,s,l={data:[],layout:{}},u={},c={},f=n.dispatch(&quot;hover&quot;),h={};return h.render=function(u){return function(u){e=u||e;var f=l.data,h=l.layout;(&quot;string&quot;==typeof e||e.nodeName)&amp;&amp;(e=n.select(e)),e.datum(f).each(function(e,l){var u=e.slice();c={data:o.util.cloneJson(u),layout:o.util.cloneJson(h)};var f=0;u.forEach(function(t,e){t.color||(t.color=h.defaultColorRange[f],f=(f+1)%h.defaultColorRange.length),t.strokeColor||(t.strokeColor=&quot;LinePlot&quot;===t.geometry?t.color:n.rgb(t.color).darker().toString()),c.data[e].color=t.color,c.data[e].strokeColor=t.strokeColor,c.data[e].strokeDash=t.strokeDash,c.data[e].strokeSize=t.strokeSize});var d=u.filter(function(t,e){var r=t.visible;return&quot;undefined&quot;==typeof r||!0===r}),p=!1,g=d.map(function(t,e){return p=p||&quot;undefined&quot;!=typeof t.groupId,t});if(p){var v=n.nest().key(function(t,e){return&quot;undefined&quot;!=typeof t.groupId?t.groupId:&quot;unstacked&quot;}).entries(g),m=[],y=v.map(function(t,e){if(&quot;unstacked&quot;===t.key)return t.values;var r=t.values[0].r.map(function(t,e){return 0});return t.values.forEach(function(t,e,n){t.yStack=[r],m.push(r),r=o.util.sumArrays(t.r,r)}),t.values});d=n.merge(y)}d.forEach(function(t,e){t.t=Array.isArray(t.t[0])?t.t:[t.t],t.r=Array.isArray(t.r[0])?t.r:[t.r]});var b=Math.min(h.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2;b=Math.max(10,b);var x,_=[h.margin.left+b,h.margin.top+b];x=p?[0,n.max(o.util.sumArrays(o.util.arrayLast(d).r[0],o.util.arrayLast(m)))]:n.extent(o.util.flattenArray(d.map(function(t,e){return t.r}))),h.radialAxis.domain!=o.DATAEXTENT&amp;&amp;(x[0]=0),r=n.scale.linear().domain(h.radialAxis.domain!=o.DATAEXTENT&amp;&amp;h.radialAxis.domain?h.radialAxis.domain:x).range([0,b]),c.layout.radialAxis.domain=r.domain();var w,A=o.util.flattenArray(d.map(function(t,e){return t.t})),M=&quot;string&quot;==typeof A[0];M&amp;&amp;(A=o.util.deduplicate(A),w=A.slice(),A=n.range(A.length),d=d.map(function(t,e){var r=t;return t.t=[A],p&amp;&amp;(r.yStack=t.yStack),r}));var T=d.filter(function(t,e){return&quot;LinePlot&quot;===t.geometry||&quot;DotPlot&quot;===t.geometry}).length===d.length,k=null===h.needsEndSpacing?M||!T:h.needsEndSpacing,E=h.angularAxis.domain&amp;&amp;h.angularAxis.domain!=o.DATAEXTENT&amp;&amp;!M&amp;&amp;h.angularAxis.domain[0]&gt;=0?h.angularAxis.domain:n.extent(A),L=Math.abs(A[1]-A[0]);T&amp;&amp;!M&amp;&amp;(L=0);var S=E.slice();k&amp;&amp;M&amp;&amp;(S[1]+=L);var C=h.angularAxis.ticksCount||4;C&gt;8&amp;&amp;(C=C/(C/8)+C%8),h.angularAxis.ticksStep&amp;&amp;(C=(S[1]-S[0])/C);var O=h.angularAxis.ticksStep||(S[1]-S[0])/(C*(h.minorTicks+1));w&amp;&amp;(O=Math.max(Math.round(O),1)),S[2]||(S[2]=O);var R=n.range.apply(this,S);if(R=R.map(function(t,e){return parseFloat(t.toPrecision(12))}),s=n.scale.linear().domain(S.slice(0,2)).range(&quot;clockwise&quot;===h.direction?[0,360]:[360,0]),c.layout.angularAxis.domain=s.domain(),c.layout.angularAxis.endPadding=k?L:0,&quot;undefined&quot;==typeof(t=n.select(this).select(&quot;svg.chart-root&quot;))||t.empty()){var P=(new DOMParser).parseFromString(&quot;&lt;svg xmlns=&#x27;http://www.w3.org/2000/svg&#x27; class=&#x27;chart-root&#x27;&gt;&#x27; + &#x27;&lt;g class=&#x27;outer-group&#x27;&gt;&#x27; + &#x27;&lt;g class=&#x27;chart-group&#x27;&gt;&#x27; + &#x27;&lt;circle class=&#x27;background-circle&#x27;&gt;&lt;/circle&gt;&#x27; + &#x27;&lt;g class=&#x27;geometry-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;radial axis-group&#x27;&gt;&#x27; + &#x27;&lt;circle class=&#x27;outside-circle&#x27;&gt;&lt;/circle&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;angular axis-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;guides-group&#x27;&gt;&lt;line&gt;&lt;/line&gt;&lt;circle r=&#x27;0&#x27;&gt;&lt;/circle&gt;&lt;/g&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;legend-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;tooltips-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;title-group&#x27;&gt;&lt;text&gt;&lt;/text&gt;&lt;/g&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;/svg&gt;&quot;,&quot;application/xml&quot;),z=this.appendChild(this.ownerDocument.importNode(P.documentElement,!0));t=n.select(z)}t.select(&quot;.guides-group&quot;).style({&quot;pointer-events&quot;:&quot;none&quot;}),t.select(&quot;.angular.axis-group&quot;).style({&quot;pointer-events&quot;:&quot;none&quot;}),t.select(&quot;.radial.axis-group&quot;).style({&quot;pointer-events&quot;:&quot;none&quot;});var I,N=t.select(&quot;.chart-group&quot;),D={fill:&quot;none&quot;,stroke:h.tickColor},F={&quot;font-size&quot;:h.font.size,&quot;font-family&quot;:h.font.family,fill:h.font.color,&quot;text-shadow&quot;:[&quot;-1px 0px&quot;,&quot;1px -1px&quot;,&quot;-1px 1px&quot;,&quot;1px 1px&quot;].map(function(t,e){return&quot; &quot;+t+&quot; 0 &quot;+h.font.outlineColor}).join(&quot;,&quot;)};if(h.showLegend){I=t.select(&quot;.legend-group&quot;).attr({transform:&quot;translate(&quot;+[b,h.margin.top]+&quot;)&quot;}).style({display:&quot;block&quot;});var j=d.map(function(t,e){var r=o.util.cloneJson(t);return r.symbol=&quot;DotPlot&quot;===t.geometry?t.dotType||&quot;circle&quot;:&quot;LinePlot&quot;!=t.geometry?&quot;square&quot;:&quot;line&quot;,r.visibleInLegend=&quot;undefined&quot;==typeof t.visibleInLegend||t.visibleInLegend,r.color=&quot;LinePlot&quot;===t.geometry?t.strokeColor:t.color,r});o.Legend().config({data:d.map(function(t,e){return t.name||&quot;Element&quot;+e}),legendConfig:i({},o.Legend.defaultConfig().legendConfig,{container:I,elements:j,reverseOrder:h.legend.reverseOrder})})();var B=I.node().getBBox();b=Math.min(h.width-B.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2,b=Math.max(10,b),_=[h.margin.left+b,h.margin.top+b],r.range([0,b]),c.layout.radialAxis.domain=r.domain(),I.attr(&quot;transform&quot;,&quot;translate(&quot;+[_[0]+b,_[1]-b]+&quot;)&quot;)}else I=t.select(&quot;.legend-group&quot;).style({display:&quot;none&quot;});t.attr({width:h.width,height:h.height}).style({opacity:h.opacity}),N.attr(&quot;transform&quot;,&quot;translate(&quot;+_+&quot;)&quot;).style({cursor:&quot;crosshair&quot;});var U=[(h.width-(h.margin.left+h.margin.right+2*b+(B?B.width:0)))/2,(h.height-(h.margin.top+h.margin.bottom+2*b))/2];if(U[0]=Math.max(0,U[0]),U[1]=Math.max(0,U[1]),t.select(&quot;.outer-group&quot;).attr(&quot;transform&quot;,&quot;translate(&quot;+U+&quot;)&quot;),h.title&amp;&amp;h.title.text){var V=t.select(&quot;g.title-group text&quot;).style(F).text(h.title.text),H=V.node().getBBox();V.attr({x:_[0]-H.width/2,y:_[1]-b-20})}var q=t.select(&quot;.radial.axis-group&quot;);if(h.radialAxis.gridLinesVisible){var G=q.selectAll(&quot;circle.grid-circle&quot;).data(r.ticks(5));G.enter().append(&quot;circle&quot;).attr({class:&quot;grid-circle&quot;}).style(D),G.attr(&quot;r&quot;,r),G.exit().remove()}q.select(&quot;circle.outside-circle&quot;).attr({r:b}).style(D);var X=t.select(&quot;circle.background-circle&quot;).attr({r:b}).style({fill:h.backgroundColor,stroke:h.stroke});function W(t,e){return s(t)%360+h.orientation}if(h.radialAxis.visible){var Y=n.svg.axis().scale(r).ticks(5).tickSize(5);q.call(Y).attr({transform:&quot;rotate(&quot;+h.radialAxis.orientation+&quot;)&quot;}),q.selectAll(&quot;.domain&quot;).style(D),q.selectAll(&quot;g&gt;text&quot;).text(function(t,e){return this.textContent+h.radialAxis.ticksSuffix}).style(F).style({&quot;text-anchor&quot;:&quot;start&quot;}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return&quot;horizontal&quot;===h.radialAxis.tickOrientation?&quot;rotate(&quot;+-h.radialAxis.orientation+&quot;) translate(&quot;+[0,F[&quot;font-size&quot;]]+&quot;)&quot;:&quot;translate(&quot;+[0,F[&quot;font-size&quot;]]+&quot;)&quot;}}),q.selectAll(&quot;g&gt;line&quot;).style({stroke:&quot;black&quot;})}var Z=t.select(&quot;.angular.axis-group&quot;).selectAll(&quot;g.angular-tick&quot;).data(R),Q=Z.enter().append(&quot;g&quot;).classed(&quot;angular-tick&quot;,!0);Z.attr({transform:function(t,e){return&quot;rotate(&quot;+W(t)+&quot;)&quot;}}).style({display:h.angularAxis.visible?&quot;block&quot;:&quot;none&quot;}),Z.exit().remove(),Q.append(&quot;line&quot;).classed(&quot;grid-line&quot;,!0).classed(&quot;major&quot;,function(t,e){return e%(h.minorTicks+1)==0}).classed(&quot;minor&quot;,function(t,e){return!(e%(h.minorTicks+1)==0)}).style(D),Q.selectAll(&quot;.minor&quot;).style({stroke:h.minorTickColor}),Z.select(&quot;line.grid-line&quot;).attr({x1:h.tickLength?b-h.tickLength:0,x2:b}).style({display:h.angularAxis.gridLinesVisible?&quot;block&quot;:&quot;none&quot;}),Q.append(&quot;text&quot;).classed(&quot;axis-text&quot;,!0).style(F);var $=Z.select(&quot;text.axis-text&quot;).attr({x:b+h.labelOffset,dy:a+&quot;em&quot;,transform:function(t,e){var r=W(t),n=b+h.labelOffset,i=h.angularAxis.tickOrientation;return&quot;horizontal&quot;==i?&quot;rotate(&quot;+-r+&quot; &quot;+n+&quot; 0)&quot;:&quot;radial&quot;==i?r&lt;270&amp;&amp;r&gt;90?&quot;rotate(180 &quot;+n+&quot; 0)&quot;:null:&quot;rotate(&quot;+(r&lt;=180&amp;&amp;r&gt;0?-90:90)+&quot; &quot;+n+&quot; 0)&quot;}}).style({&quot;text-anchor&quot;:&quot;middle&quot;,display:h.angularAxis.labelsVisible?&quot;block&quot;:&quot;none&quot;}).text(function(t,e){return e%(h.minorTicks+1)!=0?&quot;&quot;:w?w[t]+h.angularAxis.ticksSuffix:t+h.angularAxis.ticksSuffix}).style(F);h.angularAxis.rewriteTicks&amp;&amp;$.text(function(t,e){return e%(h.minorTicks+1)!=0?&quot;&quot;:h.angularAxis.rewriteTicks(this.textContent,e)});var J=n.max(N.selectAll(&quot;.angular-tick text&quot;)[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));I.attr({transform:&quot;translate(&quot;+[b+J,h.margin.top]+&quot;)&quot;});var K=t.select(&quot;g.geometry-group&quot;).selectAll(&quot;g&quot;).size()&gt;0,tt=t.select(&quot;g.geometry-group&quot;).selectAll(&quot;g.geometry&quot;).data(d);if(tt.enter().append(&quot;g&quot;).attr({class:function(t,e){return&quot;geometry geometry&quot;+e}}),tt.exit().remove(),d[0]||K){var et=[];d.forEach(function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter(function(t,r){return r==e}),n.geometry=t.geometry,n.orientation=h.orientation,n.direction=h.direction,n.index=e,et.push({data:t,geometryConfig:n})});var rt=n.nest().key(function(t,e){return&quot;undefined&quot;!=typeof t.data.groupId||&quot;unstacked&quot;}).entries(et),nt=[];rt.forEach(function(t,e){&quot;unstacked&quot;===t.key?nt=nt.concat(t.values.map(function(t,e){return[t]})):nt.push(t.values)}),nt.forEach(function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map(function(t,e){return i(o[r].defaultConfig(),t)});o[r]().config(n)()})}var it,at,ot=t.select(&quot;.guides-group&quot;),st=t.select(&quot;.tooltips-group&quot;),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,hasTick:!0})();if(!M){var ft=ot.select(&quot;line&quot;).attr({x1:0,y1:0,y2:0}).style({stroke:&quot;grey&quot;,&quot;pointer-events&quot;:&quot;none&quot;});N.on(&quot;mousemove.angular-guide&quot;,function(t,e){var r=o.util.getMousePos(X).angle;ft.attr({x2:-b,transform:&quot;rotate(&quot;+r+&quot;)&quot;}).style({opacity:.5});var n=(r+180+360-h.orientation)%360;it=s.invert(n);var i=o.util.convertToCartesian(b+12,r+180);lt.text(o.util.round(it)).move([i[0]+_[0],i[1]+_[1]])}).on(&quot;mouseout.angular-guide&quot;,function(t,e){ot.select(&quot;line&quot;).style({opacity:0})})}var ht=ot.select(&quot;circle&quot;).style({stroke:&quot;grey&quot;,fill:&quot;none&quot;});N.on(&quot;mousemove.radial-guide&quot;,function(t,e){var n=o.util.getMousePos(X).radius;ht.attr({r:n}).style({opacity:.5}),at=r.invert(o.util.getMousePos(X).radius);var i=o.util.convertToCartesian(n,h.radialAxis.orientation);ut.text(o.util.round(at)).move([i[0]+_[0],i[1]+_[1]])}).on(&quot;mouseout.radial-guide&quot;,function(t,e){ht.style({opacity:0}),ct.hide(),lt.hide(),ut.hide()}),t.selectAll(&quot;.geometry-group .mark&quot;).on(&quot;mouseover.tooltip&quot;,function(e,r){var i=n.select(this),a=this.style.fill,s=&quot;black&quot;,l=this.style.opacity||1;if(i.attr({&quot;data-opacity&quot;:l}),a&amp;&amp;&quot;none&quot;!==a){i.attr({&quot;data-fill&quot;:a}),s=n.hsl(a).darker().toString(),i.style({fill:s,opacity:1});var u={t:o.util.round(e[0]),r:o.util.round(e[1])};M&amp;&amp;(u.t=w[e[0]]);var c=&quot;t: &quot;+u.t+&quot;, r: &quot;+u.r,f=this.getBoundingClientRect(),h=t.node().getBoundingClientRect(),d=[f.left+f.width/2-U[0]-h.left,f.top+f.height/2-U[1]-h.top];ct.config({color:s}).text(c),ct.move(d)}else a=this.style.stroke||&quot;black&quot;,i.attr({&quot;data-stroke&quot;:a}),s=n.hsl(a).darker().toString(),i.style({stroke:s,opacity:1})}).on(&quot;mousemove.tooltip&quot;,function(t,e){if(0!=n.event.which)return!1;n.select(this).attr(&quot;data-fill&quot;)&amp;&amp;ct.show()}).on(&quot;mouseout.tooltip&quot;,function(t,e){ct.hide();var r=n.select(this),i=r.attr(&quot;data-fill&quot;);i?r.style({fill:i,opacity:r.attr(&quot;data-opacity&quot;)}):r.style({stroke:r.attr(&quot;data-stroke&quot;),opacity:r.attr(&quot;data-opacity&quot;)})})})}(u),this},h.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach(function(t,e){l.data[e]||(l.data[e]={}),i(l.data[e],o.Axis.defaultConfig().data[0]),i(l.data[e],t)}),i(l.layout,o.Axis.defaultConfig().layout),i(l.layout,e.layout),this},h.getLiveConfig=function(){return c},h.getinputConfig=function(){return u},h.radialScale=function(t){return r},h.angularScale=function(t){return s},h.svg=function(){return t},n.rebind(h,f,&quot;on&quot;),h},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:&quot;Line1&quot;,geometry:&quot;LinePlot&quot;,color:null,strokeDash:&quot;solid&quot;,strokeColor:null,strokeSize:&quot;1&quot;,visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:&quot;gray&quot;,outlineColor:&quot;white&quot;,family:&quot;Tahoma, sans-serif&quot;},direction:&quot;clockwise&quot;,orientation:0,labelOffset:10,radialAxis:{domain:null,orientation:-45,ticksSuffix:&quot;&quot;,visible:!0,gridLinesVisible:!0,tickOrientation:&quot;horizontal&quot;,rewriteTicks:null},angularAxis:{domain:[0,360],ticksSuffix:&quot;&quot;,visible:!0,gridLinesVisible:!0,labelsVisible:!0,tickOrientation:&quot;horizontal&quot;,rewriteTicks:null,ticksCount:null,ticksStep:null},minorTicks:0,tickLength:null,tickColor:&quot;silver&quot;,minorTickColor:&quot;#eee&quot;,backgroundColor:&quot;none&quot;,needsEndSpacing:null,showLegend:!0,legend:{reverseOrder:!1},opacity:1}}},o.util={},o.DATAEXTENT=&quot;dataExtent&quot;,o.AREA=&quot;AreaChart&quot;,o.LINE=&quot;LinePlot&quot;,o.DOT=&quot;DotPlot&quot;,o.BAR=&quot;BarChart&quot;,o.util._override=function(t,e){for(var r in t)r in e&amp;&amp;(e[r]=t[r])},o.util._extend=function(t,e){for(var r in t)e[r]=t[r]},o.util._rndSnd=function(){return 2*Math.random()-1+(2*Math.random()-1)+(2*Math.random()-1)},o.util.dataFromEquation2=function(t,e){var r=e||6;return n.range(0,360+r,r).map(function(e,r){var n=e*Math.PI/180;return[e,t(n)]})},o.util.dataFromEquation=function(t,e,r){var i=e||6,a=[],o=[];n.range(0,360+i,i).forEach(function(e,r){var n=e*Math.PI/180,i=t(n);a.push(e),o.push(i)});var s={t:a,r:o};return r&amp;&amp;(s.name=r),s},o.util.ensureArray=function(t,e){if(&quot;undefined&quot;==typeof t)return null;var r=[].concat(t);return n.range(e).map(function(t,e){return r[e]||r[0]})},o.util.fillArrays=function(t,e,r){return e.forEach(function(e,n){t[e]=o.util.ensureArray(t[e],r)}),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){&quot;string&quot;==typeof e&amp;&amp;(e=e.split(&quot;.&quot;));var r=e.shift();return t[r]&amp;&amp;(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map(function(t,e){return n.sum(t)})},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- &gt;=0&amp;&amp;t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter(function(t,e,r){return r.indexOf(t)==e})},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],i=e[1],a={};return a.x=r,a.y=i,a.pos=e,a.angle=180*(Math.atan2(i,r)+Math.PI)/Math.PI,a.radius=Math.sqrt(r*r+i*i),a},o.util.duplicatesCount=function(t){for(var e,r={},n={},i=0,a=t.length;i&lt;a;i++)(e=t[i])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var i=r.slice();r=e,e=i}var a=e.reduce(function(t,e){if(&quot;undefined&quot;!=typeof t)return t[e]},t);&quot;undefined&quot;!=typeof a&amp;&amp;(e.reduce(function(t,r,n){if(&quot;undefined&quot;!=typeof t)return n===e.length-1&amp;&amp;delete t[r],t[r]},t),r.reduce(function(t,e,n){return&quot;undefined&quot;==typeof t[e]&amp;&amp;(t[e]={}),n===r.length-1&amp;&amp;(t[e]=a),t[e]},t))},o.PolyChart=function(){var t=[o.PolyChart.defaultConfig()],e=n.dispatch(&quot;hover&quot;),r={solid:&quot;none&quot;,dash:[5,2],dot:[2,5]};function a(){var e=t[0].geometryConfig,i=e.container;&quot;string&quot;==typeof i&amp;&amp;(i=n.select(i)),i.datum(t).each(function(t,i){var a=!!t[0].data.yStack,o=t.map(function(t,e){return a?n.zip(t.data.t[0],t.data.r[0],t.data.yStack[0]):n.zip(t.data.t[0],t.data.r[0])}),s=e.angularScale,l=e.radialScale.domain()[0],u={bar:function(r,i,a){var o=t[a].data,l=e.radialScale(r[1])-e.radialScale(0),u=e.radialScale(r[2]||0),c=o.barWidth;n.select(this).attr({class:&quot;mark bar&quot;,d:&quot;M&quot;+[[l+u,-c/2],[l+u,c/2],[u,c/2],[u,-c/2]].join(&quot;L&quot;)+&quot;Z&quot;,transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+s(t[0]))+&quot;)&quot;}})}};u.dot=function(r,i,a){var o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[a].data.dotSize).type(t[a].data.dotType)(r,i);n.select(this).attr({class:&quot;mark dot&quot;,d:s,transform:function(t,r){var n,i,a,s=(n=function(t,r){var n=e.radialScale(t[1]),i=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:i}}(o),i=n.r*Math.cos(n.t),a=n.r*Math.sin(n.t),{x:i,y:a});return&quot;translate(&quot;+[s.x,s.y]+&quot;)&quot;}})};var c=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius(function(t){return e.radialScale(t[1])}).angle(function(t){return e.angularScale(t[0])*Math.PI/180});u.line=function(r,i,a){var s=r[2]?o[a].map(function(t,e){return[t[0],t[1]+t[2]]}):o[a];if(n.select(this).each(u.dot).style({opacity:function(e,r){return+t[a].data.dotVisible},fill:p.stroke(r,i,a)}).attr({class:&quot;mark dot&quot;}),!(i&gt;0)){var l=n.select(this.parentNode).selectAll(&quot;path.line&quot;).data([0]);l.enter().insert(&quot;path&quot;),l.attr({class:&quot;line&quot;,d:c(s),transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+90)+&quot;)&quot;},&quot;pointer-events&quot;:&quot;none&quot;}).style({fill:function(t,e){return p.fill(r,i,a)},&quot;fill-opacity&quot;:0,stroke:function(t,e){return p.stroke(r,i,a)},&quot;stroke-width&quot;:function(t,e){return p[&quot;stroke-width&quot;](r,i,a)},&quot;stroke-dasharray&quot;:function(t,e){return p[&quot;stroke-dasharray&quot;](r,i,a)},opacity:function(t,e){return p.opacity(r,i,a)},display:function(t,e){return p.display(r,i,a)}})}};var f=e.angularScale.range(),h=Math.abs(f[1]-f[0])/o[0].length*Math.PI/180,d=n.svg.arc().startAngle(function(t){return-h/2}).endAngle(function(t){return h/2}).innerRadius(function(t){return e.radialScale(l+(t[2]||0))}).outerRadius(function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])});u.arc=function(t,r,i){n.select(this).attr({class:&quot;mark arc&quot;,d:d,transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+s(t[0])+90)+&quot;)&quot;}})};var p={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},&quot;stroke-width&quot;:function(e,r,n){return t[n].data.strokeSize+&quot;px&quot;},&quot;stroke-dasharray&quot;:function(e,n,i){return r[t[i].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return&quot;undefined&quot;==typeof t[n].data.visible||t[n].data.visible?&quot;block&quot;:&quot;none&quot;}},g=n.select(this).selectAll(&quot;g.layer&quot;).data(o);g.enter().append(&quot;g&quot;).attr({class:&quot;layer&quot;});var v=g.selectAll(&quot;path.mark&quot;).data(function(t,e){return t});v.enter().append(&quot;path&quot;).attr({class:&quot;mark&quot;}),v.style(p).each(u[e.geometryType]),v.exit().remove(),g.exit().remove()})}return a.config=function(e){return arguments.length?(e.forEach(function(e,r){t[r]||(t[r]={}),i(t[r],o.PolyChart.defaultConfig()),i(t[r],e)}),this):t},a.getColorScale=function(){},n.rebind(a,e,&quot;on&quot;),a},o.PolyChart.defaultConfig=function(){return{data:{name:&quot;geom1&quot;,t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:&quot;circle&quot;,dotSize:64,dotVisible:!1,barWidth:20,color:&quot;#ffa500&quot;,strokeSize:1,strokeColor:&quot;silver&quot;,strokeDash:&quot;solid&quot;,opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:&quot;LinePlot&quot;,geometryType:&quot;arc&quot;,direction:&quot;clockwise&quot;,orientation:0,container:&quot;body&quot;,radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;bar&quot;}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;arc&quot;}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;dot&quot;,dotType:&quot;circle&quot;}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;line&quot;}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(&quot;hover&quot;);function r(){var e=t.legendConfig,a=t.data.map(function(t,r){return[].concat(t).map(function(t,n){var a=i({},e.elements[r]);return a.name=t,a.color=[].concat(e.elements[r].color)[n],a})}),o=n.merge(a);o=o.filter(function(t,r){return e.elements[r]&amp;&amp;(e.elements[r].visibleInLegend||&quot;undefined&quot;==typeof e.elements[r].visibleInLegend)}),e.reverseOrder&amp;&amp;(o=o.reverse());var s=e.container;(&quot;string&quot;==typeof s||s.nodeName)&amp;&amp;(s=n.select(s));var l=o.map(function(t,e){return t.color}),u=e.fontSize,c=null==e.isContinuous?&quot;number&quot;==typeof o[0]:e.isContinuous,f=c?e.height:u*o.length,h=s.classed(&quot;legend-group&quot;,!0).selectAll(&quot;svg&quot;).data([0]),d=h.enter().append(&quot;svg&quot;).attr({width:300,height:f+u,xmlns:&quot;http://www.w3.org/2000/svg&quot;,&quot;xmlns:xlink&quot;:&quot;http://www.w3.org/1999/xlink&quot;,version:&quot;1.1&quot;});d.append(&quot;g&quot;).classed(&quot;legend-axis&quot;,!0),d.append(&quot;g&quot;).classed(&quot;legend-marks&quot;,!0);var p=n.range(o.length),g=n.scale[c?&quot;linear&quot;:&quot;ordinal&quot;]().domain(p).range(l),v=n.scale[c?&quot;linear&quot;:&quot;ordinal&quot;]().domain(p)[c?&quot;range&quot;:&quot;rangePoints&quot;]([0,f]);if(c){var m=h.select(&quot;.legend-marks&quot;).append(&quot;defs&quot;).append(&quot;linearGradient&quot;).attr({id:&quot;grad1&quot;,x1:&quot;0%&quot;,y1:&quot;0%&quot;,x2:&quot;0%&quot;,y2:&quot;100%&quot;}).selectAll(&quot;stop&quot;).data(l);m.enter().append(&quot;stop&quot;),m.attr({offset:function(t,e){return e/(l.length-1)*100+&quot;%&quot;}}).style({&quot;stop-color&quot;:function(t,e){return t}}),h.append(&quot;rect&quot;).classed(&quot;legend-mark&quot;,!0).attr({height:e.height,width:e.colorBandWidth,fill:&quot;url(#grad1)&quot;})}else{var y=h.select(&quot;.legend-marks&quot;).selectAll(&quot;path.legend-mark&quot;).data(o);y.enter().append(&quot;path&quot;).classed(&quot;legend-mark&quot;,!0),y.attr({transform:function(t,e){return&quot;translate(&quot;+[u/2,v(e)+u/2]+&quot;)&quot;},d:function(t,e){var r,i,a,o=t.symbol;return a=3*(i=u),&quot;line&quot;===(r=o)?&quot;M&quot;+[[-i/2,-i/12],[i/2,-i/12],[i/2,i/12],[-i/2,i/12]]+&quot;Z&quot;:-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(a)():n.svg.symbol().type(&quot;square&quot;).size(a)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var b=n.svg.axis().scale(v).orient(&quot;right&quot;),x=h.select(&quot;g.legend-axis&quot;).attr({transform:&quot;translate(&quot;+[c?e.colorBandWidth:u,u/2]+&quot;)&quot;}).call(b);return x.selectAll(&quot;.domain&quot;).style({fill:&quot;none&quot;,stroke:&quot;none&quot;}),x.selectAll(&quot;line&quot;).style({fill:&quot;none&quot;,stroke:c?e.textColor:&quot;none&quot;}),x.selectAll(&quot;text&quot;).style({fill:e.textColor,&quot;font-size&quot;:e.fontSize}).text(function(t,e){return o[e].name}),r}return r.config=function(e){return arguments.length?(i(t,e),this):t},n.rebind(r,e,&quot;on&quot;),r},o.Legend.defaultConfig=function(t,e){return{data:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],legendConfig:{elements:[{symbol:&quot;line&quot;,color:&quot;red&quot;},{symbol:&quot;square&quot;,color:&quot;yellow&quot;},{symbol:&quot;diamond&quot;,color:&quot;limegreen&quot;}],height:150,colorBandWidth:30,fontSize:12,container:&quot;body&quot;,isContinuous:null,textColor:&quot;grey&quot;,reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,a={container:null,hasTick:!1,fontSize:12,color:&quot;white&quot;,padding:5},s=&quot;tooltip-&quot;+o.tooltipPanel.uid++,l=10,u=function(){var n=(t=a.container.selectAll(&quot;g.&quot;+s).data([0])).enter().append(&quot;g&quot;).classed(s,!0).style({&quot;pointer-events&quot;:&quot;none&quot;,display:&quot;none&quot;});return r=n.append(&quot;path&quot;).style({fill:&quot;white&quot;,&quot;fill-opacity&quot;:.9}).attr({d:&quot;M0 0&quot;}),e=n.append(&quot;text&quot;).attr({dx:a.padding+l,dy:.3*+a.fontSize}),u};return u.text=function(i){var o=n.hsl(a.color).l,s=o&gt;=.5?&quot;#aaa&quot;:&quot;white&quot;,c=o&gt;=.5?&quot;black&quot;:&quot;white&quot;,f=i||&quot;&quot;;e.style({fill:c,&quot;font-size&quot;:a.fontSize+&quot;px&quot;}).text(f);var h=a.padding,d=e.node().getBBox(),p={fill:a.color,stroke:s,&quot;stroke-width&quot;:&quot;2px&quot;},g=d.width+2*h+l,v=d.height+2*h;return r.attr({d:&quot;M&quot;+[[l,-v/2],[l,-v/4],[a.hasTick?0:l,0],[l,v/4],[l,v/2],[g,v/2],[g,-v/2]].join(&quot;L&quot;)+&quot;Z&quot;}).style(p),t.attr({transform:&quot;translate(&quot;+[l,-v/2+2*h]+&quot;)&quot;}),t.style({display:&quot;block&quot;}),u},u.move=function(e){if(t)return t.attr({transform:&quot;translate(&quot;+[e[0],e[1]]+&quot;)&quot;}).style({display:&quot;block&quot;}),u},u.hide=function(){if(t)return t.style({display:&quot;none&quot;}),u},u.show=function(){if(t)return t.style({display:&quot;block&quot;}),u},u.config=function(t){return i(a,t),u},u},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&amp;&amp;(r.data=t.data.map(function(t,r){var n=i({},t);return[[n,[&quot;marker&quot;,&quot;color&quot;],[&quot;color&quot;]],[n,[&quot;marker&quot;,&quot;opacity&quot;],[&quot;opacity&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;color&quot;],[&quot;strokeColor&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;dash&quot;],[&quot;strokeDash&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;width&quot;],[&quot;strokeSize&quot;]],[n,[&quot;marker&quot;,&quot;symbol&quot;],[&quot;dotType&quot;]],[n,[&quot;marker&quot;,&quot;size&quot;],[&quot;dotSize&quot;]],[n,[&quot;marker&quot;,&quot;barWidth&quot;],[&quot;barWidth&quot;]],[n,[&quot;line&quot;,&quot;interpolation&quot;],[&quot;lineInterpolation&quot;]],[n,[&quot;showlegend&quot;],[&quot;visibleInLegend&quot;]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e||delete n.marker,e&amp;&amp;delete n.groupId,e?(&quot;LinePlot&quot;===n.geometry?(n.type=&quot;scatter&quot;,!0===n.dotVisible?(delete n.dotVisible,n.mode=&quot;lines+markers&quot;):n.mode=&quot;lines&quot;):&quot;DotPlot&quot;===n.geometry?(n.type=&quot;scatter&quot;,n.mode=&quot;markers&quot;):&quot;AreaChart&quot;===n.geometry?n.type=&quot;area&quot;:&quot;BarChart&quot;===n.geometry&amp;&amp;(n.type=&quot;bar&quot;),delete n.geometry):(&quot;scatter&quot;===n.type?&quot;lines&quot;===n.mode?n.geometry=&quot;LinePlot&quot;:&quot;markers&quot;===n.mode?n.geometry=&quot;DotPlot&quot;:&quot;lines+markers&quot;===n.mode&amp;&amp;(n.geometry=&quot;LinePlot&quot;,n.dotVisible=!0):&quot;area&quot;===n.type?n.geometry=&quot;AreaChart&quot;:&quot;bar&quot;===n.type&amp;&amp;(n.geometry=&quot;BarChart&quot;),delete n.mode,delete n.type),n}),!e&amp;&amp;t.layout&amp;&amp;&quot;stack&quot;===t.layout.barmode)){var a=o.util.duplicates(r.data.map(function(t,e){return t.geometry}));r.data.forEach(function(t,e){var n=a.indexOf(t.geometry);-1!=n&amp;&amp;(r.data[e].groupId=n)})}if(t.layout){var s=i({},t.layout);if([[s,[&quot;plot_bgcolor&quot;],[&quot;backgroundColor&quot;]],[s,[&quot;showlegend&quot;],[&quot;showLegend&quot;]],[s,[&quot;radialaxis&quot;],[&quot;radialAxis&quot;]],[s,[&quot;angularaxis&quot;],[&quot;angularAxis&quot;]],[s.angularaxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.angularaxis,[&quot;showticklabels&quot;],[&quot;labelsVisible&quot;]],[s.angularaxis,[&quot;nticks&quot;],[&quot;ticksCount&quot;]],[s.angularaxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.angularaxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.angularaxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularaxis,[&quot;endpadding&quot;],[&quot;endPadding&quot;]],[s.radialaxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.radialaxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.radialaxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.radialaxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularAxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.angularAxis,[&quot;showticklabels&quot;],[&quot;labelsVisible&quot;]],[s.angularAxis,[&quot;nticks&quot;],[&quot;ticksCount&quot;]],[s.angularAxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.angularAxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.angularAxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularAxis,[&quot;endpadding&quot;],[&quot;endPadding&quot;]],[s.radialAxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.radialAxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.radialAxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.radialAxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.font,[&quot;outlinecolor&quot;],[&quot;outlineColor&quot;]],[s.legend,[&quot;traceorder&quot;],[&quot;reverseOrder&quot;]],[s,[&quot;labeloffset&quot;],[&quot;labelOffset&quot;]],[s,[&quot;defaultcolorrange&quot;],[&quot;defaultColorRange&quot;]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e?(&quot;undefined&quot;!=typeof s.tickLength&amp;&amp;(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&amp;&amp;(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&amp;&amp;&quot;undefined&quot;!=typeof s.angularAxis.ticklen&amp;&amp;(s.tickLength=s.angularAxis.ticklen),s.angularAxis&amp;&amp;&quot;undefined&quot;!=typeof s.angularAxis.tickcolor&amp;&amp;(s.tickColor=s.angularAxis.tickcolor)),s.legend&amp;&amp;&quot;boolean&quot;!=typeof s.legend.reverseOrder&amp;&amp;(s.legend.reverseOrder=&quot;normal&quot;!=s.legend.reverseOrder),s.legend&amp;&amp;&quot;boolean&quot;==typeof s.legend.traceorder&amp;&amp;(s.legend.traceorder=s.legend.traceorder?&quot;reversed&quot;:&quot;normal&quot;,delete s.legend.reverseOrder),s.margin&amp;&amp;&quot;undefined&quot;!=typeof s.margin.t){var l=[&quot;t&quot;,&quot;r&quot;,&quot;b&quot;,&quot;l&quot;,&quot;pad&quot;],u=[&quot;top&quot;,&quot;right&quot;,&quot;bottom&quot;,&quot;left&quot;,&quot;pad&quot;],c={};n.entries(s.margin).forEach(function(t,e){c[u[l.indexOf(t.key)]]=t.value}),s.margin=c}e&amp;&amp;(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{&quot;../../../constants/alignment&quot;:471,&quot;../../../lib&quot;:495,d3:81}],589:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../../lib&quot;),a=t(&quot;../../../components/color&quot;),o=t(&quot;./micropolar&quot;),s=t(&quot;./undo_manager&quot;),l=i.extendDeepAll,u=e.exports={};u.framework=function(t){var e,r,i,a,c,f=new s;function h(r,s){return s&amp;&amp;(c=s),n.select(n.select(c).node().parentNode).selectAll(&quot;.svg-container&gt;*:not(.chart-root)&quot;).remove(),e=e?l(e,r):r,i||(i=o.Axis()),a=o.adapter.plotly().convert(e),i.config(a).render(c),t.data=e.data,t.layout=e.layout,u.fillLayout(t),e}return h.isPolar=!0,h.svg=function(){return i.svg()},h.getConfig=function(){return e},h.getLiveConfig=function(){return o.adapter.plotly().convert(i.getLiveConfig(),!0)},h.getLiveScales=function(){return{t:i.angularScale(),r:i.radialScale()}},h.setUndoPoint=function(){var t,n,i=this,a=o.util.cloneJson(e);t=a,n=r,f.add({undo:function(){n&amp;&amp;i(n)},redo:function(){i(t)}}),r=o.util.cloneJson(a)},h.undo=function(){f.undo()},h.redo=function(){f.redo()},h},u.fillLayout=function(t){var e=n.select(t).selectAll(&quot;.plot-container&quot;),r=e.selectAll(&quot;.svg-container&quot;),i=t.framework&amp;&amp;t.framework.svg&amp;&amp;t.framework.svg(),o={width:800,height:600,paper_bgcolor:a.background,_container:e,_paperdiv:r,_paper:i};t._fullLayout=l(o,t.layout)}},{&quot;../../../components/color&quot;:376,&quot;../../../lib&quot;:495,&quot;./micropolar&quot;:588,&quot;./undo_manager&quot;:590,d3:81}],590:[function(t,e,r){&quot;use strict&quot;;e.exports=function(){var t,e=[],r=-1,n=!1;function i(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n?this:(e.splice(r+1,e.length-r),e.push(t),r=e.length-1,this)},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(i(n,&quot;undo&quot;),r-=1,t&amp;&amp;t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(i(n,&quot;redo&quot;),r+=1,t&amp;&amp;t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r&lt;e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],591:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plot_api/plot_template&quot;),a=t(&quot;./domain&quot;).defaults;e.exports=function(t,e,r,o){var s,l,u=o.type,c=o.attributes,f=o.handleDefaults,h=o.partition||&quot;x&quot;,d=e._subplots[u],p=d.length,g=p&amp;&amp;d[0].replace(/\\d+$/,&quot;&quot;);function v(t,e){return n.coerce(s,l,c,t,e)}for(var m=0;m&lt;p;m++){var y=d[m];s=t[y]?t[y]:t[y]={},l=i.newContainer(e,y,g),v(&quot;uirevision&quot;,e.uirevision);var b={};b[h]=[m/p,(m+1)/p],a(l,e,v,b),o.id=y,f(s,l,v,o)}}},{&quot;../lib&quot;:495,&quot;../plot_api/plot_template&quot;:531,&quot;./domain&quot;:566}],592:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/loggers&quot;),i=t(&quot;./lib/noop&quot;),a=t(&quot;./lib/push_unique&quot;),o=t(&quot;./lib/is_plain_object&quot;),s=t(&quot;./lib/extend&quot;),l=t(&quot;./plots/attributes&quot;),u=t(&quot;./plots/layout_attributes&quot;),c=s.extendFlat,f=s.extendDeepAll;function h(t){var e=t.name,i=t.categories,a=t.meta;if(r.modules[e])n.log(&quot;Type &quot;+e+&quot; already registered&quot;);else{r.subplotsRegistry[t.basePlotModule.name]||function(t){var e=t.name;if(r.subplotsRegistry[e])return void n.log(&quot;Plot type &quot;+e+&quot; already registered.&quot;);for(var i in v(t),r.subplotsRegistry[e]=t,r.componentsRegistry)b(i,t.name)}(t.basePlotModule);for(var o={},s=0;s&lt;i.length;s++)o[i[s]]=!0,r.allCategories[i[s]]=!0;for(var l in r.modules[e]={_module:t,categories:o},a&amp;&amp;Object.keys(a).length&amp;&amp;(r.modules[e].meta=a),r.allTypes.push(e),r.componentsRegistry)m(l,e);t.layoutAttributes&amp;&amp;c(r.traceLayoutAttributes,t.layoutAttributes)}}function d(t){if(&quot;string&quot;!=typeof t.name)throw new Error(&quot;Component module *name* must be a string.&quot;);var e=t.name;for(var n in r.componentsRegistry[e]=t,t.layoutAttributes&amp;&amp;(t.layoutAttributes._isLinkedToArray&amp;&amp;a(r.layoutArrayContainers,e),v(t)),r.modules)m(e,n);for(var i in r.subplotsRegistry)b(e,i);for(var o in r.transformsRegistry)y(e,o);t.schema&amp;&amp;t.schema.layout&amp;&amp;f(u,t.schema.layout)}function p(t){if(&quot;string&quot;!=typeof t.name)throw new Error(&quot;Transform module *name* must be a string.&quot;);var e=&quot;Transform module &quot;+t.name,i=&quot;function&quot;==typeof t.transform,a=&quot;function&quot;==typeof t.calcTransform;if(!i&amp;&amp;!a)throw new Error(e+&quot; is missing a *transform* or *calcTransform* method.&quot;);for(var s in i&amp;&amp;a&amp;&amp;n.log([e+&quot; has both a *transform* and *calcTransform* methods.&quot;,&quot;Please note that all *transform* methods are executed&quot;,&quot;before all *calcTransform* methods.&quot;].join(&quot; &quot;)),o(t.attributes)||n.log(e+&quot; registered without an *attributes* object.&quot;),&quot;function&quot;!=typeof t.supplyDefaults&amp;&amp;n.log(e+&quot; registered without a *supplyDefaults* method.&quot;),r.transformsRegistry[t.name]=t,r.componentsRegistry)y(s,t.name)}function g(t){var e=t.name,n=e.split(&quot;-&quot;)[0],i=t.dictionary,a=t.format,o=i&amp;&amp;Object.keys(i).length,s=a&amp;&amp;Object.keys(a).length,l=r.localeRegistry,u=l[e];if(u||(l[e]=u={}),n!==e){var c=l[n];c||(l[n]=c={}),o&amp;&amp;c.dictionary===u.dictionary&amp;&amp;(c.dictionary=i),s&amp;&amp;c.format===u.format&amp;&amp;(c.format=a)}o&amp;&amp;(u.dictionary=i),s&amp;&amp;(u.format=a)}function v(t){if(t.layoutAttributes){var e=t.layoutAttributes._arrayAttrRegexps;if(e)for(var n=0;n&lt;e.length;n++)a(r.layoutArrayRegexes,e[n])}}function m(t,e){var n=r.componentsRegistry[t].schema;if(n&amp;&amp;n.traces){var i=n.traces[e];i&amp;&amp;f(r.modules[e]._module.attributes,i)}}function y(t,e){var n=r.componentsRegistry[t].schema;if(n&amp;&amp;n.transforms){var i=n.transforms[e];i&amp;&amp;f(r.transformsRegistry[e].attributes,i)}}function b(t,e){var n=r.componentsRegistry[t].schema;if(n&amp;&amp;n.subplots){var i=r.subplotsRegistry[e],a=i.layoutAttributes,o=&quot;subplot&quot;===i.attr?i.name:i.attr;Array.isArray(o)&amp;&amp;(o=o[0]);var s=n.subplots[o];a&amp;&amp;s&amp;&amp;f(a,s)}}function x(t){return&quot;object&quot;==typeof t&amp;&amp;(t=t.type),t}r.modules={},r.allCategories={},r.allTypes=[],r.subplotsRegistry={},r.transformsRegistry={},r.componentsRegistry={},r.layoutArrayContainers=[],r.layoutArrayRegexes=[],r.traceLayoutAttributes={},r.localeRegistry={},r.apiMethodRegistry={},r.collectableSubplotTypes=null,r.register=function(t){if(r.collectableSubplotTypes=null,!t)throw new Error(&quot;No argument passed to Plotly.register.&quot;);t&amp;&amp;!Array.isArray(t)&amp;&amp;(t=[t]);for(var e=0;e&lt;t.length;e++){var n=t[e];if(!n)throw new Error(&quot;Invalid module was attempted to be registered!&quot;);switch(n.moduleType){case&quot;trace&quot;:h(n);break;case&quot;transform&quot;:p(n);break;case&quot;component&quot;:d(n);break;case&quot;locale&quot;:g(n);break;case&quot;apiMethod&quot;:var i=n.name;r.apiMethodRegistry[i]=n.fn;break;default:throw new Error(&quot;Invalid module was attempted to be registered!&quot;)}}},r.getModule=function(t){var e=r.modules[x(t)];return!!e&amp;&amp;e._module},r.traceIs=function(t,e){if(&quot;various&quot;===(t=x(t)))return!1;var i=r.modules[t];return i||(t&amp;&amp;&quot;area&quot;!==t&amp;&amp;n.log(&quot;Unrecognized trace type &quot;+t+&quot;.&quot;),i=r.modules[l.type.dflt]),!!i.categories[e]},r.getTransformIndices=function(t,e){for(var r=[],n=t.transforms||[],i=0;i&lt;n.length;i++)n[i].type===e&amp;&amp;r.push(i);return r},r.hasTransform=function(t,e){for(var r=t.transforms||[],n=0;n&lt;r.length;n++)if(r[n].type===e)return!0;return!1},r.getComponentMethod=function(t,e){var n=r.componentsRegistry[t];return n&amp;&amp;n[e]||i},r.call=function(){var t=arguments[0],e=[].slice.call(arguments,1);return r.apiMethodRegistry[t].apply(null,e)}},{&quot;./lib/extend&quot;:488,&quot;./lib/is_plain_object&quot;:496,&quot;./lib/loggers&quot;:499,&quot;./lib/noop&quot;:504,&quot;./lib/push_unique&quot;:508,&quot;./plots/attributes&quot;:538,&quot;./plots/layout_attributes&quot;:582}],593:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=n.extendFlat,a=n.extendDeep;function o(t){var e;switch(t){case&quot;themes__thumb&quot;:e={autosize:!0,width:150,height:150,title:{text:&quot;&quot;},showlegend:!1,margin:{l:5,r:5,t:5,b:5,pad:0},annotations:[]};break;case&quot;thumbnail&quot;:e={title:{text:&quot;&quot;},hidesources:!0,showlegend:!1,borderwidth:0,bordercolor:&quot;&quot;,margin:{l:1,r:1,t:1,b:1,pad:0},annotations:[]};break;default:e={}}return e}e.exports=function(t,e){var r;t.framework&amp;&amp;t.framework.isPolar&amp;&amp;(t=t.framework.getConfig());var n,s=t.data,l=t.layout,u=a([],s),c=a({},l,o(e.tileClass)),f=t._context||{};if(e.width&amp;&amp;(c.width=e.width),e.height&amp;&amp;(c.height=e.height),&quot;thumbnail&quot;===e.tileClass||&quot;themes__thumb&quot;===e.tileClass){c.annotations=[];var h=Object.keys(c);for(r=0;r&lt;h.length;r++)n=h[r],[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;].indexOf(n.slice(0,5))&gt;-1&amp;&amp;(c[h[r]].title={text:&quot;&quot;});for(r=0;r&lt;u.length;r++){var d=u[r];d.showscale=!1,d.marker&amp;&amp;(d.marker.showscale=!1),&quot;pie&quot;===d.type&amp;&amp;(d.textposition=&quot;none&quot;)}}if(Array.isArray(e.annotations))for(r=0;r&lt;e.annotations.length;r++)c.annotations.push(e.annotations[r]);var p=Object.keys(c).filter(function(t){return t.match(/^scene\\d*$/)});if(p.length){var g={};for(&quot;thumbnail&quot;===e.tileClass&amp;&amp;(g={title:{text:&quot;&quot;},showaxeslabels:!1,showticklabels:!1,linetickenable:!1}),r=0;r&lt;p.length;r++){var v=c[p[r]];v.xaxis||(v.xaxis={}),v.yaxis||(v.yaxis={}),v.zaxis||(v.zaxis={}),i(v.xaxis,g),i(v.yaxis,g),i(v.zaxis,g),v._scene=null}}var m=document.createElement(&quot;div&quot;);e.tileClass&amp;&amp;(m.className=e.tileClass);var y={gd:m,td:m,layout:c,data:u,config:{staticPlot:void 0===e.staticPlot||e.staticPlot,plotGlPixelRatio:void 0===e.plotGlPixelRatio?2:e.plotGlPixelRatio,displaylogo:e.displaylogo||!1,showLink:e.showLink||!1,showTips:e.showTips||!1,mapboxAccessToken:f.mapboxAccessToken}};return&quot;transparent&quot;!==e.setBackground&amp;&amp;(y.config.setBackground=e.setBackground||&quot;opaque&quot;),y.gd.defaultLayout=o(e.tileClass),y}},{&quot;../lib&quot;:495}],594:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../plot_api/to_image&quot;),i=t(&quot;../lib&quot;),a=t(&quot;./filesaver&quot;);e.exports=function(t,e){var r;return i.isPlainObject(t)||(r=i.getGraphDiv(t)),(e=e||{}).format=e.format||&quot;png&quot;,new Promise(function(o,s){r&amp;&amp;r._snapshotInProgress&amp;&amp;s(new Error(&quot;Snapshotting already in progress.&quot;)),i.isIE()&amp;&amp;&quot;svg&quot;!==e.format&amp;&amp;s(new Error(&quot;Sorry IE does not support downloading from canvas. Try {format:&#x27;svg&#x27;} instead.&quot;)),r&amp;&amp;(r._snapshotInProgress=!0);var l=n(t,e),u=e.filename||t.fn||&quot;newplot&quot;;u+=&quot;.&quot;+e.format,l.then(function(t){return r&amp;&amp;(r._snapshotInProgress=!1),a(t,u)}).then(function(t){o(t)}).catch(function(t){r&amp;&amp;(r._snapshotInProgress=!1),s(t)})})}},{&quot;../lib&quot;:495,&quot;../plot_api/to_image&quot;:534,&quot;./filesaver&quot;:595}],595:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=document.createElement(&quot;a&quot;),n=&quot;download&quot;in r,i=/Version\\/[\\d\\.]+.*Safari/.test(navigator.userAgent);return new Promise(function(a,o){if(&quot;undefined&quot;!=typeof navigator&amp;&amp;/MSIE [1-9]\\./.test(navigator.userAgent)&amp;&amp;o(new Error(&quot;IE &lt; 10 unsupported&quot;)),i&amp;&amp;(document.location.href=&quot;data:application/octet-stream&quot;+t.slice(t.search(/[,;]/)),a(e)),e||(e=&quot;download&quot;),n&amp;&amp;(r.href=t,r.download=e,document.body.appendChild(r),r.click(),document.body.removeChild(r),a(e)),&quot;undefined&quot;!=typeof navigator&amp;&amp;navigator.msSaveBlob){var s=t.split(/^data:image\\/svg\\+xml,/)[1],l=decodeURIComponent(s);navigator.msSaveBlob(new Blob([l]),e),a(e)}o(new Error(&quot;download error&quot;))})}},{}],596:[function(t,e,r){&quot;use strict&quot;;r.getDelay=function(t){return t._has&amp;&amp;(t._has(&quot;gl3d&quot;)||t._has(&quot;gl2d&quot;)||t._has(&quot;mapbox&quot;))?500:0},r.getRedrawFunc=function(t){var e=t._fullLayout||{};if(!(!(e._has&amp;&amp;e._has(&quot;polar&quot;))&amp;&amp;t.data&amp;&amp;t.data[0]&amp;&amp;t.data[0].r))return function(){(t.calcdata||[]).forEach(function(t){t[0]&amp;&amp;t[0].t&amp;&amp;t[0].t.cb&amp;&amp;t[0].t.cb()})}}},{}],597:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./helpers&quot;),i={getDelay:n.getDelay,getRedrawFunc:n.getRedrawFunc,clone:t(&quot;./cloneplot&quot;),toSVG:t(&quot;./tosvg&quot;),svgToImg:t(&quot;./svgtoimg&quot;),toImage:t(&quot;./toimage&quot;),downloadImage:t(&quot;./download&quot;)};e.exports=i},{&quot;./cloneplot&quot;:593,&quot;./download&quot;:594,&quot;./helpers&quot;:596,&quot;./svgtoimg&quot;:598,&quot;./toimage&quot;:599,&quot;./tosvg&quot;:600}],598:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;events&quot;).EventEmitter;e.exports=function(t){var e=t.emitter||new i,r=new Promise(function(i,a){var o=window.Image,s=t.svg,l=t.format||&quot;png&quot;;if(n.isIE()&amp;&amp;&quot;svg&quot;!==l){var u=new Error(&quot;Sorry IE does not support downloading from canvas. Try {format:&#x27;svg&#x27;} instead.&quot;);return a(u),t.promise?r:e.emit(&quot;error&quot;,u)}var c=t.canvas,f=t.scale||1,h=t.width||300,d=t.height||150,p=f*h,g=f*d,v=c.getContext(&quot;2d&quot;),m=new o,y=&quot;data:image/svg+xml,&quot;+encodeURIComponent(s);c.width=p,c.height=g,m.onload=function(){var r;switch(&quot;svg&quot;!==l&amp;&amp;v.drawImage(m,0,0,p,g),l){case&quot;jpeg&quot;:r=c.toDataURL(&quot;image/jpeg&quot;);break;case&quot;png&quot;:r=c.toDataURL(&quot;image/png&quot;);break;case&quot;webp&quot;:r=c.toDataURL(&quot;image/webp&quot;);break;case&quot;svg&quot;:r=y;break;default:var n=&quot;Image format is not jpeg, png, svg or webp.&quot;;if(a(new Error(n)),!t.promise)return e.emit(&quot;error&quot;,n)}i(r),t.promise||e.emit(&quot;success&quot;,r)},m.onerror=function(r){if(a(r),!t.promise)return e.emit(&quot;error&quot;,r)},m.src=y});return t.promise?r:e}},{&quot;../lib&quot;:495,events:47}],599:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;events&quot;).EventEmitter,i=t(&quot;../registry&quot;),a=t(&quot;../lib&quot;),o=t(&quot;./helpers&quot;),s=t(&quot;./cloneplot&quot;),l=t(&quot;./tosvg&quot;),u=t(&quot;./svgtoimg&quot;);e.exports=function(t,e){var r=new n,c=s(t,{format:&quot;png&quot;}),f=c.gd;f.style.position=&quot;absolute&quot;,f.style.left=&quot;-5000px&quot;,document.body.appendChild(f);var h=o.getRedrawFunc(f);return i.call(&quot;plot&quot;,f,c.data,c.layout,c.config).then(h).then(function(){var t=o.getDelay(f._fullLayout);setTimeout(function(){var t=l(f),n=document.createElement(&quot;canvas&quot;);n.id=a.randstr(),(r=u({format:e.format,width:f._fullLayout.width,height:f._fullLayout.height,canvas:n,emitter:r,svg:t})).clean=function(){f&amp;&amp;document.body.removeChild(f)}},t)}).catch(function(t){r.emit(&quot;error&quot;,t)}),r}},{&quot;../lib&quot;:495,&quot;../registry&quot;:592,&quot;./cloneplot&quot;:593,&quot;./helpers&quot;:596,&quot;./svgtoimg&quot;:598,&quot;./tosvg&quot;:600,events:47}],600:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../components/drawing&quot;),o=t(&quot;../components/color&quot;),s=t(&quot;../constants/xmlns_namespaces&quot;),l=/&quot;/g,u=new RegExp(&#x27;(&quot;TOBESTRIPPED)|(TOBESTRIPPED&quot;)&#x27;,&quot;g&quot;);e.exports=function(t,e,r){var c,f=t._fullLayout,h=f._paper,d=f._toppaper,p=f.width,g=f.height;h.insert(&quot;rect&quot;,&quot;:first-child&quot;).call(a.setRect,0,0,p,g).call(o.fill,f.paper_bgcolor);var v=f._basePlotModules||[];for(c=0;c&lt;v.length;c++){var m=v[c];m.toSVG&amp;&amp;m.toSVG(t)}if(d){var y=d.node().childNodes,b=Array.prototype.slice.call(y);for(c=0;c&lt;b.length;c++){var x=b[c];x.childNodes.length&amp;&amp;h.node().appendChild(x)}}f._draggers&amp;&amp;f._draggers.remove(),h.node().style.background=&quot;&quot;,h.selectAll(&quot;text&quot;).attr({&quot;data-unformatted&quot;:null,&quot;data-math&quot;:null}).each(function(){var t=n.select(this);if(&quot;hidden&quot;!==this.style.visibility&amp;&amp;&quot;none&quot;!==this.style.display){t.style({visibility:null,display:null});var e=this.style.fontFamily;e&amp;&amp;-1!==e.indexOf(&#x27;&quot;&#x27;)&amp;&amp;t.style(&quot;font-family&quot;,e.replace(l,&quot;TOBESTRIPPED&quot;))}else t.remove()}),h.selectAll(&quot;.point, .scatterpts, .legendfill&gt;path, .legendlines&gt;path, .cbfill&quot;).each(function(){var t=n.select(this),e=this.style.fill;e&amp;&amp;-1!==e.indexOf(&quot;url(&quot;)&amp;&amp;t.style(&quot;fill&quot;,e.replace(l,&quot;TOBESTRIPPED&quot;));var r=this.style.stroke;r&amp;&amp;-1!==r.indexOf(&quot;url(&quot;)&amp;&amp;t.style(&quot;stroke&quot;,r.replace(l,&quot;TOBESTRIPPED&quot;))}),&quot;pdf&quot;!==e&amp;&amp;&quot;eps&quot;!==e||h.selectAll(&quot;#MathJax_SVG_glyphs path&quot;).attr(&quot;stroke-width&quot;,0),h.node().setAttributeNS(s.xmlns,&quot;xmlns&quot;,s.svg),h.node().setAttributeNS(s.xmlns,&quot;xmlns:xlink&quot;,s.xlink),&quot;svg&quot;===e&amp;&amp;r&amp;&amp;(h.attr(&quot;width&quot;,r*p),h.attr(&quot;height&quot;,r*g),h.attr(&quot;viewBox&quot;,&quot;0 0 &quot;+p+&quot; &quot;+g));var _=(new window.XMLSerializer).serializeToString(h.node());return _=function(t){var e=n.select(&quot;body&quot;).append(&quot;div&quot;).style({display:&quot;none&quot;}).html(&quot;&quot;),r=t.replace(/(&amp;[^;]*;)/gi,function(t){return&quot;&amp;lt;&quot;===t?&quot;&amp;#60;&quot;:&quot;&amp;rt;&quot;===t?&quot;&amp;#62;&quot;:-1!==t.indexOf(&quot;&lt;&quot;)||-1!==t.indexOf(&quot;&gt;&quot;)?&quot;&quot;:e.html(t).text()});return e.remove(),r}(_),_=(_=_.replace(/&amp;(?!\\w+;|\\#[0-9]+;| \\#x[0-9A-F]+;)/g,&quot;&amp;amp;&quot;)).replace(u,&quot;&#x27;&quot;),i.isIE()&amp;&amp;(_=(_=(_=_.replace(/&quot;/gi,&quot;&#x27;&quot;)).replace(/(\\(&#x27;#)([^&#x27;]*)(&#x27;\\))/gi,&#x27;(&quot;#$2&quot;)&#x27;)).replace(/(\\\\&#x27;)/gi,&#x27;&quot;&#x27;)),_}},{&quot;../components/color&quot;:376,&quot;../components/drawing&quot;:397,&quot;../constants/xmlns_namespaces&quot;:476,&quot;../lib&quot;:495,d3:81}],601:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../mesh3d/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},u:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},v:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},w:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},sizemode:{valType:&quot;enumerated&quot;,values:[&quot;scaled&quot;,&quot;absolute&quot;],editType:&quot;calc&quot;,dflt:&quot;scaled&quot;},sizeref:{valType:&quot;number&quot;,editType:&quot;calc&quot;,min:0},anchor:{valType:&quot;enumerated&quot;,editType:&quot;calc&quot;,values:[&quot;tip&quot;,&quot;tail&quot;,&quot;cm&quot;,&quot;center&quot;],dflt:&quot;cm&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;},{keys:[&quot;norm&quot;]})};l(u,n(&quot;&quot;,{colorAttr:&quot;u/v/w norm&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i});[&quot;opacity&quot;,&quot;lightposition&quot;,&quot;lighting&quot;].forEach(function(t){u[t]=o[t]}),u.hoverinfo=l({},s.hoverinfo,{editType:&quot;calc&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;u&quot;,&quot;v&quot;,&quot;w&quot;,&quot;norm&quot;,&quot;text&quot;,&quot;name&quot;],dflt:&quot;x+y+z+norm+text+name&quot;}),u.transforms=void 0,e.exports=u},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../mesh3d/attributes&quot;:608}],602:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){for(var r=e.u,i=e.v,a=e.w,o=Math.min(e.x.length,e.y.length,e.z.length,r.length,i.length,a.length),s=-1/0,l=1/0,u=0;u&lt;o;u++){var c=r[u],f=i[u],h=a[u],d=Math.sqrt(c*c+f*f+h*h);s=Math.max(s,d),l=Math.min(l,d)}e._len=o,e._normMax=s,n(t,e,{vals:[l,s],containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],603:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-cone3d&quot;),i=t(&quot;gl-cone3d&quot;).createConeMesh,a=t(&quot;../../lib&quot;).simpleMap,o=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,s=t(&quot;../../plots/gl3d/zip3&quot;);function l(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var u=l.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index,r=this.data.x[e],n=this.data.y[e],i=this.data.z[e],a=this.data.u[e],o=this.data.v[e],s=this.data.w[e];t.traceCoordinate=[r,n,i,a,o,s,Math.sqrt(a*a+o*o+s*s)];var l=this.data.hovertext||this.data.text;return Array.isArray(l)&amp;&amp;void 0!==l[e]?t.textLabel=l[e]:l&amp;&amp;(t.textLabel=l),!0}};var c={xaxis:0,yaxis:1,zaxis:2},f={tip:1,tail:0,cm:.25,center:.5},h={tip:1,tail:1,cm:.75,center:.5};function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,l={};function u(t,e){var n=r[e],o=i[c[e]];return a(t,function(t){return n.d2l(t)*o})}l.vectors=s(u(e.u,&quot;xaxis&quot;),u(e.v,&quot;yaxis&quot;),u(e.w,&quot;zaxis&quot;),e._len),l.positions=s(u(e.x,&quot;xaxis&quot;),u(e.y,&quot;yaxis&quot;),u(e.z,&quot;zaxis&quot;),e._len),l.colormap=o(e),l.vertexIntensityBounds=[e.cmin/e._normMax,e.cmax/e._normMax],l.coneOffset=f[e.anchor],&quot;scaled&quot;===e.sizemode?l.coneSize=e.sizeref||.5:l.coneSize=e.sizeref&amp;&amp;e._normMax?e.sizeref/e._normMax:.5;var d=n(l),p=e.lightposition;return d.lightPosition=[p.x,p.y,p.z],d.ambient=e.lighting.ambient,d.diffuse=e.lighting.diffuse,d.specular=e.lighting.specular,d.roughness=e.lighting.roughness,d.fresnel=e.lighting.fresnel,d.opacity=e.opacity,e._pad=h[e.anchor]*d.vectorScale*d.coneScale*e._normMax,d}u.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},u.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new l(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../plots/gl3d/zip3&quot;:581,&quot;gl-cone3d&quot;:104}],604:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/colorscale/defaults&quot;),a=t(&quot;./attributes&quot;);e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(&quot;u&quot;),u=s(&quot;v&quot;),c=s(&quot;w&quot;),f=s(&quot;x&quot;),h=s(&quot;y&quot;),d=s(&quot;z&quot;);l&amp;&amp;l.length&amp;&amp;u&amp;&amp;u.length&amp;&amp;c&amp;&amp;c.length&amp;&amp;f&amp;&amp;f.length&amp;&amp;h&amp;&amp;h.length&amp;&amp;d&amp;&amp;d.length?(s(&quot;sizeref&quot;),s(&quot;sizemode&quot;),s(&quot;anchor&quot;),s(&quot;lighting.ambient&quot;),s(&quot;lighting.diffuse&quot;),s(&quot;lighting.specular&quot;),s(&quot;lighting.roughness&quot;),s(&quot;lighting.fresnel&quot;),s(&quot;lightposition.x&quot;),s(&quot;lightposition.y&quot;),s(&quot;lightposition.z&quot;),i(t,e,o,s,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),s(&quot;text&quot;),s(&quot;hovertext&quot;),s(&quot;hovertemplate&quot;),e._length=null):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;./attributes&quot;:601}],605:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;trace&quot;,name:&quot;cone&quot;,basePlotModule:t(&quot;../../plots/gl3d&quot;),categories:[&quot;gl3d&quot;],attributes:t(&quot;./attributes&quot;),supplyDefaults:t(&quot;./defaults&quot;),colorbar:{min:&quot;cmin&quot;,max:&quot;cmax&quot;},calc:t(&quot;./calc&quot;),plot:t(&quot;./convert&quot;),eventData:function(t,e){return t.norm=e.traceCoordinate[6],t},meta:{}}},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:601,&quot;./calc&quot;:602,&quot;./convert&quot;:603,&quot;./defaults&quot;:604}],606:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;).maxRowLength;e.exports=function(t){var e,r,i,a,o,s,l,u,c=[],f={},h=[],d=t[0],p=[],g=[0,0,0],v=n(t);for(r=0;r&lt;t.length;r++)for(e=p,p=d,d=t[r+1]||[],i=0;i&lt;v;i++)void 0===p[i]&amp;&amp;((s=(void 0!==p[i-1]?1:0)+(void 0!==p[i+1]?1:0)+(void 0!==e[i]?1:0)+(void 0!==d[i]?1:0))?(0===r&amp;&amp;s++,0===i&amp;&amp;s++,r===t.length-1&amp;&amp;s++,i===p.length-1&amp;&amp;s++,s&lt;4&amp;&amp;(f[[r,i]]=[r,i,s]),c.push([r,i,s])):h.push([r,i]));for(;h.length;){for(l={},u=!1,o=h.length-1;o&gt;=0;o--)(s=((f[[(r=(a=h[o])[0])-1,i=a[1]]]||g)[2]+(f[[r+1,i]]||g)[2]+(f[[r,i-1]]||g)[2]+(f[[r,i+1]]||g)[2])/20)&amp;&amp;(l[a]=[r,i,s],h.splice(o,1),u=!0);if(!u)throw&quot;findEmpties iterated with no new neighbors&quot;;for(a in l)f[a]=l[a],c.push(l[a])}return c.sort(function(t,e){return e[2]-t[2]})}},{&quot;../../lib&quot;:495}],607:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=[[-1,0],[1,0],[0,-1],[0,1]];function a(t){return.5-.25*Math.min(1,.5*t)}function o(t,e,r){var n,a,o,s,l,u,c,f,h,d,p,g,v,m=0;for(s=0;s&lt;e.length;s++){for(a=(n=e[s])[0],o=n[1],p=t[a][o],d=0,h=0,l=0;l&lt;4;l++)(c=t[a+(u=i[l])[0]])&amp;&amp;void 0!==(f=c[o+u[1]])&amp;&amp;(0===d?g=v=f:(g=Math.min(g,f),v=Math.max(v,f)),h++,d+=f);if(0===h)throw&quot;iterateInterp2d order is wrong: no defined neighbors&quot;;t[a][o]=d/h,void 0===p?h&lt;4&amp;&amp;(m=1):(t[a][o]=(1+r)*t[a][o]-r*p,v&gt;g&amp;&amp;(m=Math.max(m,Math.abs(t[a][o]-p)/(v-g))))}return m}e.exports=function(t,e){var r,i=1;for(o(t,e),r=0;r&lt;e.length&amp;&amp;!(e[r][2]&lt;4);r++);for(e=e.slice(r),r=0;r&lt;100&amp;&amp;i&gt;.01;r++)i=o(t,e,a(i));return i&gt;.01&amp;&amp;n.log(&quot;interp2d didn&#x27;t converge quickly&quot;,i),t}},{&quot;../../lib&quot;:495}],608:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../surface/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat;e.exports=l({x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},i:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},j:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},k:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;}),delaunayaxis:{valType:&quot;enumerated&quot;,values:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],dflt:&quot;z&quot;,editType:&quot;calc&quot;},alphahull:{valType:&quot;number&quot;,dflt:-1,editType:&quot;calc&quot;},intensity:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},color:{valType:&quot;color&quot;,editType:&quot;calc&quot;},vertexcolor:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},facecolor:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},transforms:void 0},n(&quot;&quot;,{colorAttr:&quot;`intensity`&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i,opacity:o.opacity,flatshading:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},contour:{show:l({},o.contours.x.show,{}),color:o.contours.x.color,width:o.contours.x.width,editType:&quot;calc&quot;},lightposition:{x:l({},o.lightposition.x,{dflt:1e5}),y:l({},o.lightposition.y,{dflt:1e5}),z:l({},o.lightposition.z,{dflt:0}),editType:&quot;calc&quot;},lighting:l({vertexnormalsepsilon:{valType:&quot;number&quot;,min:0,max:1,dflt:1e-12,editType:&quot;calc&quot;},facenormalsepsilon:{valType:&quot;number&quot;,min:0,max:1,dflt:1e-6,editType:&quot;calc&quot;},editType:&quot;calc&quot;},o.lighting),hoverinfo:l({},s.hoverinfo,{editType:&quot;calc&quot;})})},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../surface/attributes&quot;:654}],609:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){e.intensity&amp;&amp;n(t,e,{vals:e.intensity,containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],610:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-mesh3d&quot;),i=t(&quot;delaunay-triangulate&quot;),a=t(&quot;alpha-shape&quot;),o=t(&quot;convex-hull&quot;),s=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,l=t(&quot;../../lib/str2rgbarray&quot;),u=t(&quot;../../plots/gl3d/zip3&quot;);function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=&quot;&quot;,this.color=&quot;#fff&quot;,this.data=null,this.showContour=!1}var f=c.prototype;function h(t){for(var e=[],r=t.length,n=0;n&lt;r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o&lt;a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function p(t){for(var e=[],r=t.length,n=0;n&lt;r;n++)e[n]=Math.round(t[n]);return e}function g(t,e){for(var r=t.length,n=0;n&lt;r;n++)if(t[n]&lt;=-.5||t[n]&gt;=e-.5)return!1;return!0}f.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;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)&amp;&amp;void 0!==r[e]?t.textLabel=r[e]:r&amp;&amp;(t.textLabel=r),!0}},f.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,c=t.x.length,f=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&amp;&amp;t.j&amp;&amp;t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,c)||!g(t.j,c)||!g(t.k,c))return;n=u(p(t.i),p(t.j),p(t.k))}else n=0===t.alphahull?o(f):t.alphahull&gt;0?a(t.alphahull,f):function(t,e){for(var r=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;].indexOf(t),n=[],a=e.length,o=0;o&lt;a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,f);var v={positions:f,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};t.intensity?(this.color=&quot;#fff&quot;,v.vertexIntensity=t.intensity,v.vertexIntensityBounds=[t.cmin,t.cmax],v.colormap=s(t)):t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=h(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=h(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color)),this.mesh.update(v)},f.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 c(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../../plots/gl3d/zip3&quot;:581,&quot;alpha-shape&quot;:15,&quot;convex-hull&quot;:72,&quot;delaunay-triangulate&quot;:83,&quot;gl-mesh3d&quot;:139}],611:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./attributes&quot;);e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function u(t){var e=t.map(function(t){var e=l(t);return e&amp;&amp;i.isArrayOrTypedArray(e)?e:null});return e.every(function(t){return t&amp;&amp;t.length===e[0].length})&amp;&amp;e}u([&quot;x&quot;,&quot;y&quot;,&quot;z&quot;])?(u([&quot;i&quot;,&quot;j&quot;,&quot;k&quot;]),(!e.i||e.j&amp;&amp;e.k)&amp;&amp;(!e.j||e.k&amp;&amp;e.i)&amp;&amp;(!e.k||e.i&amp;&amp;e.j)?(n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],s),[&quot;lighting.ambient&quot;,&quot;lighting.diffuse&quot;,&quot;lighting.specular&quot;,&quot;lighting.roughness&quot;,&quot;lighting.fresnel&quot;,&quot;lighting.vertexnormalsepsilon&quot;,&quot;lighting.facenormalsepsilon&quot;,&quot;lightposition.x&quot;,&quot;lightposition.y&quot;,&quot;lightposition.z&quot;,&quot;contour.show&quot;,&quot;contour.color&quot;,&quot;contour.width&quot;,&quot;colorscale&quot;,&quot;reversescale&quot;,&quot;flatshading&quot;,&quot;alphahull&quot;,&quot;delaunayaxis&quot;,&quot;opacity&quot;].forEach(function(t){l(t)}),&quot;intensity&quot;in t?(l(&quot;intensity&quot;),a(t,e,s,l,{prefix:&quot;&quot;,cLetter:&quot;c&quot;})):(e.showscale=!1,&quot;facecolor&quot;in t?l(&quot;facecolor&quot;):&quot;vertexcolor&quot;in t?l(&quot;vertexcolor&quot;):l(&quot;color&quot;,r)),l(&quot;text&quot;),l(&quot;hovertext&quot;),l(&quot;hovertemplate&quot;),e._length=null):e.visible=!1):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:608}],612:[function(t,e,r){&quot;use strict&quot;;var n={};n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.calc=t(&quot;./calc&quot;),n.colorbar={min:&quot;cmin&quot;,max:&quot;cmax&quot;},n.plot=t(&quot;./convert&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;mesh3d&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;],n.meta={},e.exports=n},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:608,&quot;./calc&quot;:609,&quot;./convert&quot;:610,&quot;./defaults&quot;:611}],613:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(&quot;.&quot;)&amp;&amp;(r=r.replace(/[.]?0+$/,&quot;&quot;)),n.numSeparate(r,e)+&quot;%&quot;},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(&quot;.&quot;)&amp;&amp;(r=r.replace(/[.]?0+$/,&quot;&quot;)),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r&lt;e.length;r++){var n=t[e[r]];if(n||0===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{&quot;../../lib&quot;:495}],614:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;./helpers&quot;).castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style({&quot;stroke-width&quot;:s}).call(n.fill,e.color).call(n.stroke,o)}},{&quot;../../components/color&quot;:376,&quot;./helpers&quot;:613}],615:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e){for(var r=0;r&lt;t.length;r++)t[r].i=r;n.mergeArray(e.text,t,&quot;tx&quot;),n.mergeArray(e.hovertext,t,&quot;htx&quot;),n.mergeArray(e.customdata,t,&quot;data&quot;),n.mergeArray(e.textposition,t,&quot;tp&quot;),e.textfont&amp;&amp;(n.mergeArray(e.textfont.size,t,&quot;ts&quot;),n.mergeArray(e.textfont.color,t,&quot;tc&quot;),n.mergeArray(e.textfont.family,t,&quot;tf&quot;));var i=e.marker;if(i){n.mergeArray(i.size,t,&quot;ms&quot;),n.mergeArray(i.opacity,t,&quot;mo&quot;),n.mergeArray(i.symbol,t,&quot;mx&quot;),n.mergeArray(i.color,t,&quot;mc&quot;);var a=i.line;i.line&amp;&amp;(n.mergeArray(a.color,t,&quot;mlc&quot;),n.mergeArray(a.width,t,&quot;mlw&quot;));var o=i.gradient;o&amp;&amp;&quot;none&quot;!==o.type&amp;&amp;(n.mergeArray(o.type,t,&quot;mgt&quot;),n.mergeArray(o.color,t,&quot;mgc&quot;))}}},{&quot;../../lib&quot;:495}],616:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/fx/hovertemplate_attributes&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/colorbar/attributes&quot;),o=t(&quot;../../plots/font_attributes&quot;),s=t(&quot;../../components/drawing/attributes&quot;).dash,l=t(&quot;../../components/drawing&quot;),u=t(&quot;./constants&quot;),c=t(&quot;../../lib/extend&quot;).extendFlat;e.exports={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},x0:{valType:&quot;any&quot;,dflt:0,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},dx:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;,anim:!0},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},y0:{valType:&quot;any&quot;,dflt:0,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},dy:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;,anim:!0},stackgroup:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],editType:&quot;calc&quot;},groupnorm:{valType:&quot;enumerated&quot;,values:[&quot;&quot;,&quot;fraction&quot;,&quot;percent&quot;],dflt:&quot;&quot;,editType:&quot;calc&quot;},stackgaps:{valType:&quot;enumerated&quot;,values:[&quot;infer zero&quot;,&quot;interpolate&quot;],dflt:&quot;infer zero&quot;,editType:&quot;calc&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;style&quot;},mode:{valType:&quot;flaglist&quot;,flags:[&quot;lines&quot;,&quot;markers&quot;,&quot;text&quot;],extras:[&quot;none&quot;],editType:&quot;calc&quot;},hoveron:{valType:&quot;flaglist&quot;,flags:[&quot;points&quot;,&quot;fills&quot;],editType:&quot;style&quot;},hovertemplate:n({},{keys:u.eventDataKeys}),line:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;,anim:!0},width:{valType:&quot;number&quot;,min:0,dflt:2,editType:&quot;style&quot;,anim:!0},shape:{valType:&quot;enumerated&quot;,values:[&quot;linear&quot;,&quot;spline&quot;,&quot;hv&quot;,&quot;vh&quot;,&quot;hvh&quot;,&quot;vhv&quot;],dflt:&quot;linear&quot;,editType:&quot;plot&quot;},smoothing:{valType:&quot;number&quot;,min:0,max:1.3,dflt:1,editType:&quot;plot&quot;},dash:c({},s,{editType:&quot;style&quot;}),simplify:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},editType:&quot;plot&quot;},connectgaps:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},cliponaxis:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},fill:{valType:&quot;enumerated&quot;,values:[&quot;none&quot;,&quot;tozeroy&quot;,&quot;tozerox&quot;,&quot;tonexty&quot;,&quot;tonextx&quot;,&quot;toself&quot;,&quot;tonext&quot;],editType:&quot;calc&quot;},fillcolor:{valType:&quot;color&quot;,editType:&quot;style&quot;,anim:!0},marker:c({symbol:{valType:&quot;enumerated&quot;,values:l.symbolList,dflt:&quot;circle&quot;,arrayOk:!0,editType:&quot;style&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,arrayOk:!0,editType:&quot;style&quot;,anim:!0},size:{valType:&quot;number&quot;,min:0,dflt:6,arrayOk:!0,editType:&quot;calc&quot;,anim:!0},maxdisplayed:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},sizeref:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;},sizemin:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc&quot;},sizemode:{valType:&quot;enumerated&quot;,values:[&quot;diameter&quot;,&quot;area&quot;],dflt:&quot;diameter&quot;,editType:&quot;calc&quot;},colorbar:a,line:c({width:{valType:&quot;number&quot;,min:0,arrayOk:!0,editType:&quot;style&quot;,anim:!0},editType:&quot;calc&quot;},i(&quot;marker.line&quot;,{anim:!0})),gradient:{type:{valType:&quot;enumerated&quot;,values:[&quot;radial&quot;,&quot;horizontal&quot;,&quot;vertical&quot;,&quot;none&quot;],arrayOk:!0,dflt:&quot;none&quot;,editType:&quot;calc&quot;},color:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;calc&quot;},editType:&quot;calc&quot;},editType:&quot;calc&quot;},i(&quot;marker&quot;,{anim:!0})),selected:{marker:{opacity:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},size:{valType:&quot;number&quot;,min:0,editType:&quot;style&quot;},editType:&quot;style&quot;},textfont:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;},editType:&quot;style&quot;},editType:&quot;style&quot;},unselected:{marker:{opacity:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},size:{valType:&quot;number&quot;,min:0,editType:&quot;style&quot;},editType:&quot;style&quot;},textfont:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;},editType:&quot;style&quot;},editType:&quot;style&quot;},textposition:{valType:&quot;enumerated&quot;,values:[&quot;top left&quot;,&quot;top center&quot;,&quot;top right&quot;,&quot;middle left&quot;,&quot;middle center&quot;,&quot;middle right&quot;,&quot;bottom left&quot;,&quot;bottom center&quot;,&quot;bottom right&quot;],dflt:&quot;middle center&quot;,arrayOk:!0,editType:&quot;calc&quot;},textfont:o({editType:&quot;calc&quot;,colorEditType:&quot;style&quot;,arrayOk:!0}),r:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},t:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;}}},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/drawing&quot;:397,&quot;../../components/drawing/attributes&quot;:396,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/font_attributes&quot;:567,&quot;./constants&quot;:620}],617:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../constants/numerical&quot;).BADNUM,s=t(&quot;./subtypes&quot;),l=t(&quot;./colorscale_calc&quot;),u=t(&quot;./arrays_to_calcdata&quot;),c=t(&quot;./calc_selection&quot;);function f(t,e,r,n,i,o,l){var u=e._length,c=t._fullLayout,f=r._id,h=n._id,d=c._firstScatter[p(e)]===e.uid,v=(g(e,c,r,n)||{}).orientation,m=e.fill;r._minDtick=0,n._minDtick=0;var y={padded:!0},b={padded:!0};l&amp;&amp;(y.ppad=b.ppad=l);var x=u&lt;2||i[0]!==i[u-1]||o[0]!==o[u-1];x&amp;&amp;(&quot;tozerox&quot;===m||&quot;tonextx&quot;===m&amp;&amp;(d||&quot;h&quot;===v))?y.tozero=!0:(e.error_y||{}).visible||&quot;tonexty&quot;!==m&amp;&amp;&quot;tozeroy&quot;!==m&amp;&amp;(s.hasMarkers(e)||s.hasText(e))||(y.padded=!1,y.ppad=0),x&amp;&amp;(&quot;tozeroy&quot;===m||&quot;tonexty&quot;===m&amp;&amp;(d||&quot;v&quot;===v))?b.tozero=!0:&quot;tonextx&quot;!==m&amp;&amp;&quot;tozerox&quot;!==m||(b.padded=!1),f&amp;&amp;(e._extremes[f]=a.findExtremes(r,i,y)),h&amp;&amp;(e._extremes[h]=a.findExtremes(n,o,b))}function h(t,e){if(s.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=&quot;area&quot;===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var l={type:&quot;linear&quot;};a.setConvert(l);for(var u=l.makeCalcdata(t.marker,&quot;size&quot;),c=new Array(e),f=0;f&lt;e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function d(t,e){var r=p(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function p(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?&quot;-&quot;+e:&quot;&quot;)}function g(t,e,r,n){var i=t.stackgroup;if(i){var a=e._scatterStackOpts[r._id+n._id][i],o=&quot;v&quot;===a.orientation?n:r;return&quot;linear&quot;===o.type||&quot;log&quot;===o.type?a:void 0}}e.exports={calc:function(t,e){var r,s,p,v,m,y,b=t._fullLayout,x=a.getFromId(t,e.xaxis||&quot;x&quot;),_=a.getFromId(t,e.yaxis||&quot;y&quot;),w=x.makeCalcdata(e,&quot;x&quot;),A=_.makeCalcdata(e,&quot;y&quot;),M=e._length,T=new Array(M),k=e.ids,E=g(e,b,x,_),L=!1;d(b,e);var S,C=&quot;x&quot;,O=&quot;y&quot;;for(E?(i.pushUnique(E.traceIndices,e._expandedIndex),(r=&quot;v&quot;===E.orientation)?(O=&quot;s&quot;,S=&quot;x&quot;):(C=&quot;s&quot;,S=&quot;y&quot;),m=&quot;interpolate&quot;===E.stackgaps):f(t,e,x,_,w,A,h(e,M)),s=0;s&lt;M;s++){var R=T[s]={},P=n(w[s]),z=n(A[s]);P&amp;&amp;z?(R[C]=w[s],R[O]=A[s]):E&amp;&amp;(r?P:z)?(R[S]=r?w[s]:A[s],R.gap=!0,m?(R.s=o,L=!0):R.s=0):R[C]=R[O]=o,k&amp;&amp;(R.id=String(k[s]))}if(u(T,e),l(t,e),c(T,e),E){for(s=0;s&lt;T.length;)T[s][S]===o?T.splice(s,1):s++;if(i.sort(T,function(t,e){return t[S]-e[S]||t.i-e.i}),L){for(s=0;s&lt;T.length-1&amp;&amp;T[s].gap;)s++;for((y=T[s].s)||(y=T[s].s=0),p=0;p&lt;s;p++)T[p].s=y;for(v=T.length-1;v&gt;s&amp;&amp;T[v].gap;)v--;for(y=T[v].s,p=T.length-1;p&gt;v;p--)T[p].s=y;for(;s&lt;v;)if(T[++s].gap){for(p=s+1;T[p].gap;)p++;for(var I=T[s-1][S],N=T[s-1].s,D=(T[p].s-N)/(T[p][S]-I);s&lt;p;)T[s].s=N+(T[s][S]-I)*D,s++}}}return T},calcMarkerSize:h,calcAxisExpansion:f,setFirstScatter:d,getStackOpts:g}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./arrays_to_calcdata&quot;:615,&quot;./calc_selection&quot;:618,&quot;./colorscale_calc&quot;:619,&quot;./subtypes&quot;:640,&quot;fast-isnumeric&quot;:90}],618:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e){n.isArrayOrTypedArray(e.selectedpoints)&amp;&amp;n.tagSelected(t,e)}},{&quot;../../lib&quot;:495}],619:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,i=t(&quot;../../components/colorscale/calc&quot;),a=t(&quot;./subtypes&quot;);e.exports=function(t,e){a.hasLines(e)&amp;&amp;n(e,&quot;line&quot;)&amp;&amp;i(t,e,{vals:e.line.color,containerStr:&quot;line&quot;,cLetter:&quot;c&quot;}),a.hasMarkers(e)&amp;&amp;(n(e,&quot;marker&quot;)&amp;&amp;i(t,e,{vals:e.marker.color,containerStr:&quot;marker&quot;,cLetter:&quot;c&quot;}),n(e,&quot;marker.line&quot;)&amp;&amp;i(t,e,{vals:e.marker.line.color,containerStr:&quot;marker.line&quot;,cLetter:&quot;c&quot;}))}},{&quot;../../components/colorscale/calc&quot;:384,&quot;../../components/colorscale/helpers&quot;:387,&quot;./subtypes&quot;:640}],620:[function(t,e,r){&quot;use strict&quot;;e.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},{}],621:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./calc&quot;);function i(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&amp;&amp;r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&amp;&amp;(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete t[1].trace)}e.exports=function(t,e){var r=e.xaxis,a=e.yaxis,o=r._id+a._id,s=t._fullLayout._scatterStackOpts[o];if(s){var l,u,c,f,h,d,p,g,v,m,y,b,x,_,w,A=t.calcdata;for(var M in s){var T=(m=s[M]).traceIndices;if(T.length){for(y=&quot;interpolate&quot;===m.stackgaps,b=m.groupnorm,&quot;v&quot;===m.orientation?(x=&quot;x&quot;,_=&quot;y&quot;):(x=&quot;y&quot;,_=&quot;x&quot;),w=new Array(T.length),l=0;l&lt;w.length;l++)w[l]=!1;d=A[T[0]];var k=new Array(d.length);for(l=0;l&lt;d.length;l++)k[l]=d[l][x];for(l=1;l&lt;T.length;l++){for(h=A[T[l]],u=c=0;u&lt;h.length;u++){for(p=h[u][x];p&gt;k[c]&amp;&amp;c&lt;k.length;c++)i(h,u,k[c],l,w,y,x),u++;if(p!==k[c]){for(f=0;f&lt;l;f++)i(A[T[f]],c,p,f,w,y,x);k.splice(c,0,p)}c++}for(;c&lt;k.length;c++)i(h,u,k[c],l,w,y,x),u++}var E=k.length;for(u=0;u&lt;d.length;u++){for(g=d[u][_]=d[u].s,l=1;l&lt;T.length;l++)(h=A[T[l]])[0].trace._rawLength=h[0].trace._length,h[0].trace._length=E,g+=h[u].s,h[u][_]=g;if(b)for(v=(&quot;fraction&quot;===b?g:g/100)||1,l=0;l&lt;T.length;l++){var L=A[T[l]][u];L[_]/=v,L.sNorm=L.s/v}}for(l=0;l&lt;T.length;l++){var S=(h=A[T[l]])[0].trace,C=n.calcMarkerSize(S,S._rawLength),O=Array.isArray(C);if(C&amp;&amp;w[l]||O){var R=C;for(C=new Array(E),u=0;u&lt;E;u++)C[u]=h[u].gap?0:O?R[h[u].i]:R}var P=new Array(E),z=new Array(E);for(u=0;u&lt;E;u++)P[u]=h[u].x,z[u]=h[u].y;n.calcAxisExpansion(t,S,r,a,P,z,C),h[0].t.orientation=m.orientation}}}}}},{&quot;./calc&quot;:617}],622:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=0;e&lt;t.length;e++){var r=t[e];if(&quot;scatter&quot;===r.type){var n=r.fill;if(&quot;none&quot;!==n&amp;&amp;&quot;toself&quot;!==n&amp;&amp;(r.opacity=void 0,&quot;tonexty&quot;===n||&quot;tonextx&quot;===n))for(var i=e-1;i&gt;=0;i--){var a=t[i];if(&quot;scatter&quot;===a.type&amp;&amp;a.xaxis===r.xaxis&amp;&amp;a.yaxis===r.yaxis){a.opacity=void 0;break}}}}}},{}],623:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;),s=t(&quot;./subtypes&quot;),l=t(&quot;./xy_defaults&quot;),u=t(&quot;./stack_defaults&quot;),c=t(&quot;./marker_defaults&quot;),f=t(&quot;./line_defaults&quot;),h=t(&quot;./line_shape_defaults&quot;),d=t(&quot;./text_defaults&quot;),p=t(&quot;./fillcolor_defaults&quot;);e.exports=function(t,e,r,g){function v(r,i){return n.coerce(t,e,a,r,i)}var m=l(t,e,g,v);if(m||(e.visible=!1),e.visible){var y=u(t,e,g,v),b=!y&amp;&amp;m&lt;o.PTS_LINESONLY?&quot;lines+markers&quot;:&quot;lines&quot;;v(&quot;text&quot;),v(&quot;hovertext&quot;),v(&quot;mode&quot;,b),s.hasLines(e)&amp;&amp;(f(t,e,r,g,v),h(t,e,v),v(&quot;connectgaps&quot;),v(&quot;line.simplify&quot;)),s.hasMarkers(e)&amp;&amp;c(t,e,r,g,v,{gradient:!0}),s.hasText(e)&amp;&amp;d(t,e,g,v);var x=[];(s.hasMarkers(e)||s.hasText(e))&amp;&amp;(v(&quot;cliponaxis&quot;),v(&quot;marker.maxdisplayed&quot;),x.push(&quot;points&quot;)),v(&quot;fill&quot;,y?y.fillDflt:&quot;none&quot;),&quot;none&quot;!==e.fill&amp;&amp;(p(t,e,r,v),s.hasLines(e)||h(t,e,v));var _=(e.line||{}).color,w=(e.marker||{}).color;&quot;tonext&quot;!==e.fill&amp;&amp;&quot;toself&quot;!==e.fill||x.push(&quot;fills&quot;),v(&quot;hoveron&quot;,x.join(&quot;+&quot;)||&quot;points&quot;),&quot;fills&quot;!==e.hoveron&amp;&amp;v(&quot;hovertemplate&quot;);var A=i.getComponentMethod(&quot;errorbars&quot;,&quot;supplyDefaults&quot;);A(t,e,_||w||r,{axis:&quot;y&quot;}),A(t,e,_||w||r,{axis:&quot;x&quot;,inherit:&quot;y&quot;}),n.coerceSelectionMarkerOpacity(e,v)}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:616,&quot;./constants&quot;:620,&quot;./fillcolor_defaults&quot;:625,&quot;./line_defaults&quot;:629,&quot;./line_shape_defaults&quot;:631,&quot;./marker_defaults&quot;:635,&quot;./stack_defaults&quot;:638,&quot;./subtypes&quot;:640,&quot;./text_defaults&quot;:641,&quot;./xy_defaults&quot;:642}],624:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);function i(t){return t||0===t}e.exports=function(t,e,r){var a=Array.isArray(r)?function(t){r.push(t)}:function(t){r.text=t},o=n.extractOption(t,e,&quot;htx&quot;,&quot;hovertext&quot;);if(i(o))return a(o);var s=n.extractOption(t,e,&quot;tx&quot;,&quot;text&quot;);return i(s)?a(s):void 0}},{&quot;../../lib&quot;:495}],625:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../lib&quot;).isArrayOrTypedArray;e.exports=function(t,e,r,a){var o=!1;if(e.marker){var s=e.marker.color,l=(e.marker.line||{}).color;s&amp;&amp;!i(s)?o=s:l&amp;&amp;!i(l)&amp;&amp;(o=l)}a(&quot;fillcolor&quot;,n.addOpacity((e.line||{}).color||o||r,.5))}},{&quot;../../components/color&quot;:376,&quot;../../lib&quot;:495}],626:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;./subtypes&quot;);e.exports=function(t,e){var r,a;if(&quot;lines&quot;===t.mode)return(r=t.line.color)&amp;&amp;n.opacity(r)?r:t.fillcolor;if(&quot;none&quot;===t.mode)return t.fill?t.fillcolor:&quot;&quot;;var o=e.mcc||(t.marker||{}).color,s=e.mlcc||((t.marker||{}).line||{}).color;return(a=o&amp;&amp;n.opacity(o)?o:s&amp;&amp;n.opacity(s)&amp;&amp;(e.mlw||((t.marker||{}).line||{}).width)?s:&quot;&quot;)?n.opacity(a)&lt;.3?n.addOpacity(a,.3):a:(r=(t.line||{}).color)&amp;&amp;n.opacity(r)&amp;&amp;i.hasLines(t)&amp;&amp;t.line.width?r:t.fillcolor}},{&quot;../../components/color&quot;:376,&quot;./subtypes&quot;:640}],627:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/fx&quot;),a=t(&quot;../../registry&quot;),o=t(&quot;./get_trace_color&quot;),s=t(&quot;../../components/color&quot;),l=t(&quot;./fill_hover_text&quot;);e.exports=function(t,e,r,u){var c=t.cd,f=c[0].trace,h=t.xa,d=t.ya,p=h.c2p(e),g=d.c2p(r),v=[p,g],m=f.hoveron||&quot;&quot;,y=-1!==f.mode.indexOf(&quot;markers&quot;)?3:.5;if(-1!==m.indexOf(&quot;points&quot;)){var b=function(t){var e=Math.max(y,t.mrc||0),r=h.c2p(t.x)-p,n=d.c2p(t.y)-g;return Math.max(Math.sqrt(r*r+n*n)-e,1-y/e)},x=i.getDistanceFunction(u,function(t){var e=Math.max(3,t.mrc||0),r=1-1/e,n=Math.abs(h.c2p(t.x)-p);return n&lt;e?r*n/e:n-e+r},function(t){var e=Math.max(3,t.mrc||0),r=1-1/e,n=Math.abs(d.c2p(t.y)-g);return n&lt;e?r*n/e:n-e+r},b);if(i.getClosest(c,x,t),!1!==t.index){var _=c[t.index],w=h.c2p(_.x,!0),A=d.c2p(_.y,!0),M=_.mrc||1;t.index=_.i;var T=c[0].t.orientation,k=T&amp;&amp;(_.sNorm||_.s),E=&quot;h&quot;===T?k:_.x,L=&quot;v&quot;===T?k:_.y;return n.extendFlat(t,{color:o(f,_),x0:w-M,x1:w+M,xLabelVal:E,y0:A-M,y1:A+M,yLabelVal:L,spikeDistance:b(_),hovertemplate:f.hovertemplate}),l(_,f,t),a.getComponentMethod(&quot;errorbars&quot;,&quot;hoverInfo&quot;)(_,f,t),[t]}}if(-1!==m.indexOf(&quot;fills&quot;)&amp;&amp;f._polygons){var S,C,O,R,P,z,I,N,D,F=f._polygons,j=[],B=!1,U=1/0,V=-1/0,H=1/0,q=-1/0;for(S=0;S&lt;F.length;S++)(O=F[S]).contains(v)&amp;&amp;(B=!B,j.push(O),H=Math.min(H,O.ymin),q=Math.max(q,O.ymax));if(B){var G=((H=Math.max(H,0))+(q=Math.min(q,d._length)))/2;for(S=0;S&lt;j.length;S++)for(R=j[S].pts,C=1;C&lt;R.length;C++)(N=R[C-1][1])&gt;G!=(D=R[C][1])&gt;=G&amp;&amp;(z=R[C-1][0],I=R[C][0],D-N&amp;&amp;(P=z+(I-z)*(G-N)/(D-N),U=Math.min(U,P),V=Math.max(V,P)));U=Math.max(U,0),V=Math.min(V,h._length);var X=s.defaultLine;return s.opacity(f.fillcolor)?X=f.fillcolor:s.opacity((f.line||{}).color)&amp;&amp;(X=f.line.color),n.extendFlat(t,{distance:t.maxHoverDistance,x0:U,x1:V,y0:G,y1:G,color:X,hovertemplate:!1}),delete t.index,f.text&amp;&amp;!Array.isArray(f.text)?t.text=String(f.text):t.text=f.name,[t]}}}},{&quot;../../components/color&quot;:376,&quot;../../components/fx&quot;:415,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./fill_hover_text&quot;:624,&quot;./get_trace_color&quot;:626}],628:[function(t,e,r){&quot;use strict&quot;;var n={},i=t(&quot;./subtypes&quot;);n.hasLines=i.hasLines,n.hasMarkers=i.hasMarkers,n.hasText=i.hasText,n.isBubble=i.isBubble,n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.crossTraceDefaults=t(&quot;./cross_trace_defaults&quot;),n.calc=t(&quot;./calc&quot;).calc,n.crossTraceCalc=t(&quot;./cross_trace_calc&quot;),n.arraysToCalcdata=t(&quot;./arrays_to_calcdata&quot;),n.plot=t(&quot;./plot&quot;),n.colorbar=t(&quot;./marker_colorbar&quot;),n.style=t(&quot;./style&quot;).style,n.styleOnSelect=t(&quot;./style&quot;).styleOnSelect,n.hoverPoints=t(&quot;./hover&quot;),n.selectPoints=t(&quot;./select&quot;),n.animatable=!0,n.moduleType=&quot;trace&quot;,n.name=&quot;scatter&quot;,n.basePlotModule=t(&quot;../../plots/cartesian&quot;),n.categories=[&quot;cartesian&quot;,&quot;svg&quot;,&quot;symbols&quot;,&quot;errorBarsOK&quot;,&quot;showLegend&quot;,&quot;scatter-like&quot;,&quot;zoomScale&quot;],n.meta={},e.exports=n},{&quot;../../plots/cartesian&quot;:552,&quot;./arrays_to_calcdata&quot;:615,&quot;./attributes&quot;:616,&quot;./calc&quot;:617,&quot;./cross_trace_calc&quot;:621,&quot;./cross_trace_defaults&quot;:622,&quot;./defaults&quot;:623,&quot;./hover&quot;:627,&quot;./marker_colorbar&quot;:634,&quot;./plot&quot;:636,&quot;./select&quot;:637,&quot;./style&quot;:639,&quot;./subtypes&quot;:640}],629:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;).isArrayOrTypedArray,i=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,a=t(&quot;../../components/colorscale/defaults&quot;);e.exports=function(t,e,r,o,s,l){var u=(t.marker||{}).color;(s(&quot;line.color&quot;,r),i(t,&quot;line&quot;))?a(t,e,o,s,{prefix:&quot;line.&quot;,cLetter:&quot;c&quot;}):s(&quot;line.color&quot;,!n(u)&amp;&amp;u||r);s(&quot;line.width&quot;),(l||{}).noDash||s(&quot;line.dash&quot;)}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../components/colorscale/helpers&quot;:387,&quot;../../lib&quot;:495}],630:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../constants/numerical&quot;),i=n.BADNUM,a=n.LOG_CLIP,o=a+.5,s=a-.5,l=t(&quot;../../lib&quot;),u=l.segmentsIntersect,c=l.constrain,f=t(&quot;./constants&quot;);e.exports=function(t,e){var r,n,a,h,d,p,g,v,m,y,b,x,_,w,A,M,T,k,E=e.xaxis,L=e.yaxis,S=&quot;log&quot;===E.type,C=&quot;log&quot;===L.type,O=E._length,R=L._length,P=e.connectGaps,z=e.baseTolerance,I=e.shape,N=&quot;linear&quot;===I,D=e.fill&amp;&amp;&quot;none&quot;!==e.fill,F=[],j=f.minTolerance,B=t.length,U=new Array(B),V=0;function H(e){var r=t[e];if(!r)return!1;var n=E.c2p(r.x),a=L.c2p(r.y);if(n===i){if(S&amp;&amp;(n=E.c2p(r.x,!0)),n===i)return!1;C&amp;&amp;a===i&amp;&amp;(n*=Math.abs(E._m*R*(E._m&gt;0?o:s)/(L._m*O*(L._m&gt;0?o:s)))),n*=1e3}if(a===i){if(C&amp;&amp;(a=L.c2p(r.y,!0)),a===i)return!1;a*=1e3}return[n,a]}function q(t,e,r,n){var i=r-t,a=n-e,o=.5-t,s=.5-e,l=i*i+a*a,u=i*o+a*s;if(u&gt;0&amp;&amp;u&lt;l){var c=o*a-s*i;if(c*c&lt;l)return!0}}function G(t,e){var r=t[0]/O,n=t[1]/R,i=Math.max(0,-r,r-1,-n,n-1);return i&amp;&amp;void 0!==T&amp;&amp;q(r,n,T,k)&amp;&amp;(i=0),i&amp;&amp;e&amp;&amp;q(r,n,e[0]/O,e[1]/R)&amp;&amp;(i=0),(1+f.toleranceGrowth*i)*z}function X(t,e){var r=t[0]-e[0],n=t[1]-e[1];return Math.sqrt(r*r+n*n)}var W,Y,Z,Q,$,J,K,tt=f.maxScreensAway,et=-O*tt,rt=O*(1+tt),nt=-R*tt,it=R*(1+tt),at=[[et,nt,rt,nt],[rt,nt,rt,it],[rt,it,et,it],[et,it,et,nt]];function ot(t){if(t[0]&lt;et||t[0]&gt;rt||t[1]&lt;nt||t[1]&gt;it)return[c(t[0],et,rt),c(t[1],nt,it)]}function st(t,e){return t[0]===e[0]&amp;&amp;(t[0]===et||t[0]===rt)||(t[1]===e[1]&amp;&amp;(t[1]===nt||t[1]===it)||void 0)}function lt(t,e,r){return function(n,i){var a=ot(n),o=ot(i),s=[];if(a&amp;&amp;o&amp;&amp;st(a,o))return s;a&amp;&amp;s.push(a),o&amp;&amp;s.push(o);var u=2*l.constrain((n[t]+i[t])/2,e,r)-((a||n)[t]+(o||i)[t]);u&amp;&amp;((a&amp;&amp;o?u&gt;0==a[t]&gt;o[t]?a:o:a||o)[t]+=u);return s}}function ut(t){var e=t[0],r=t[1],n=e===U[V-1][0],i=r===U[V-1][1];if(!n||!i)if(V&gt;1){var a=e===U[V-2][0],o=r===U[V-2][1];n&amp;&amp;(e===et||e===rt)&amp;&amp;a?o?V--:U[V-1]=t:i&amp;&amp;(r===nt||r===it)&amp;&amp;o?a?V--:U[V-1]=t:U[V++]=t}else U[V++]=t}function ct(t){U[V-1][0]!==t[0]&amp;&amp;U[V-1][1]!==t[1]&amp;&amp;ut([Z,Q]),ut(t),$=null,Z=Q=0}function ft(t){if(T=t[0]/O,k=t[1]/R,W=t[0]&lt;et?et:t[0]&gt;rt?rt:0,Y=t[1]&lt;nt?nt:t[1]&gt;it?it:0,W||Y){if(V)if($){var e=K($,t);e.length&gt;1&amp;&amp;(ct(e[0]),U[V++]=e[1])}else J=K(U[V-1],t)[0],U[V++]=J;else U[V++]=[W||t[0],Y||t[1]];var r=U[V-1];W&amp;&amp;Y&amp;&amp;(r[0]!==W||r[1]!==Y)?($&amp;&amp;(Z!==W&amp;&amp;Q!==Y?ut(Z&amp;&amp;Q?(n=$,a=(i=t)[0]-n[0],o=(i[1]-n[1])/a,(n[1]*i[0]-i[1]*n[0])/a&gt;0?[o&gt;0?et:rt,it]:[o&gt;0?rt:et,nt]):[Z||W,Q||Y]):Z&amp;&amp;Q&amp;&amp;ut([Z,Q])),ut([W,Y])):Z-W&amp;&amp;Q-Y&amp;&amp;ut([W||Z,Y||Q]),$=t,Z=W,Q=Y}else $&amp;&amp;ct(K($,t)[0]),U[V++]=t;var n,i,a,o}for(&quot;linear&quot;===I||&quot;spline&quot;===I?K=function(t,e){for(var r=[],n=0,i=0;i&lt;4;i++){var a=at[i],o=u(t[0],t[1],e[0],e[1],a[0],a[1],a[2],a[3]);o&amp;&amp;(!n||Math.abs(o.x-r[0][0])&gt;1||Math.abs(o.y-r[0][1])&gt;1)&amp;&amp;(o=[o.x,o.y],n&amp;&amp;X(o,t)&lt;X(r[0],t)?r.unshift(o):r.push(o),n++)}return r}:&quot;hv&quot;===I||&quot;vh&quot;===I?K=function(t,e){var r=[],n=ot(t),i=ot(e);return n&amp;&amp;i&amp;&amp;st(n,i)?r:(n&amp;&amp;r.push(n),i&amp;&amp;r.push(i),r)}:&quot;hvh&quot;===I?K=lt(0,et,rt):&quot;vhv&quot;===I&amp;&amp;(K=lt(1,nt,it)),r=0;r&lt;B;r++)if(n=H(r)){for(V=0,$=null,ft(n),r++;r&lt;B;r++){if(!(h=H(r))){if(P)continue;break}if(N&amp;&amp;e.simplify){var ht=H(r+1);if(y=X(h,n),D&amp;&amp;(0===V||V===B-1)||!(y&lt;G(h,ht)*j)){for(v=[(h[0]-n[0])/y,(h[1]-n[1])/y],d=n,b=y,x=w=A=0,g=!1,a=h,r++;r&lt;t.length;r++){if(p=ht,ht=H(r+1),!p){if(P)continue;break}if(M=(m=[p[0]-n[0],p[1]-n[1]])[0]*v[1]-m[1]*v[0],w=Math.min(w,M),(A=Math.max(A,M))-w&gt;G(p,ht))break;a=p,(_=m[0]*v[0]+m[1]*v[1])&gt;b?(b=_,h=p,g=!1):_&lt;x&amp;&amp;(x=_,d=p,g=!0)}if(g?(ft(h),a!==d&amp;&amp;ft(d)):(d!==n&amp;&amp;ft(d),a!==h&amp;&amp;ft(h)),ft(a),r&gt;=t.length||!p)break;ft(p),n=p}}else ft(h)}$&amp;&amp;ut([Z||$[0],Q||$[1]]),F.push(U.slice(0,V))}return F}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;./constants&quot;:620}],631:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){&quot;spline&quot;===r(&quot;line.shape&quot;)&amp;&amp;r(&quot;line.smoothing&quot;)}},{}],632:[function(t,e,r){&quot;use strict&quot;;var n={tonextx:1,tonexty:1,tonext:1};e.exports=function(t,e,r){var i,a,o,s,l,u={},c=!1,f=-1,h=0,d=-1;for(a=0;a&lt;r.length;a++)(o=(i=r[a][0].trace).stackgroup||&quot;&quot;)?o in u?l=u[o]:(l=u[o]=h,h++):i.fill in n&amp;&amp;d&gt;=0?l=d:(l=d=h,h++),l&lt;f&amp;&amp;(c=!0),i._groupIndex=f=l;var p=r.slice();c&amp;&amp;p.sort(function(t,e){var r=t[0].trace,n=e[0].trace;return r._groupIndex-n._groupIndex||r.index-n.index});var g={};for(a=0;a&lt;p.length;a++)o=(i=p[a][0].trace).stackgroup||&quot;&quot;,!0===i.visible?(i._nexttrace=null,i.fill in n&amp;&amp;(s=g[o],i._prevtrace=s||null,s&amp;&amp;(s._nexttrace=i)),i._ownfill=i.fill&amp;&amp;(&quot;tozero&quot;===i.fill.substr(0,6)||&quot;toself&quot;===i.fill||&quot;to&quot;===i.fill.substr(0,2)&amp;&amp;!i._prevtrace),g[o]=i):i._prevtrace=i._nexttrace=i._ownfill=null;return p}},{}],633:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;);e.exports=function(t){var e=t.marker,r=e.sizeref||1,i=e.sizemin||0,a=&quot;area&quot;===e.sizemode?function(t){return Math.sqrt(t/r)}:function(t){return t/r};return function(t){var e=a(t/2);return n(e)&amp;&amp;e&gt;0?Math.max(e,i):0}}},{&quot;fast-isnumeric&quot;:90}],634:[function(t,e,r){&quot;use strict&quot;;e.exports={container:&quot;marker&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}},{}],635:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./subtypes&quot;);e.exports=function(t,e,r,s,l,u){var c=o.isBubble(t),f=(t.line||{}).color;(u=u||{},f&amp;&amp;(r=f),l(&quot;marker.symbol&quot;),l(&quot;marker.opacity&quot;,c?.7:1),l(&quot;marker.size&quot;),l(&quot;marker.color&quot;,r),i(t,&quot;marker&quot;)&amp;&amp;a(t,e,s,l,{prefix:&quot;marker.&quot;,cLetter:&quot;c&quot;}),u.noSelect||(l(&quot;selected.marker.color&quot;),l(&quot;unselected.marker.color&quot;),l(&quot;selected.marker.size&quot;),l(&quot;unselected.marker.size&quot;)),u.noLine||(l(&quot;marker.line.color&quot;,f&amp;&amp;!Array.isArray(f)&amp;&amp;e.marker.color!==f?f:c?n.background:n.defaultLine),i(t,&quot;marker.line&quot;)&amp;&amp;a(t,e,s,l,{prefix:&quot;marker.line.&quot;,cLetter:&quot;c&quot;}),l(&quot;marker.line.width&quot;,c?1:0)),c&amp;&amp;(l(&quot;marker.sizeref&quot;),l(&quot;marker.sizemin&quot;),l(&quot;marker.sizemode&quot;)),u.gradient)&amp;&amp;(&quot;none&quot;!==l(&quot;marker.gradient.type&quot;)&amp;&amp;l(&quot;marker.gradient.color&quot;))}},{&quot;../../components/color&quot;:376,&quot;../../components/colorscale/defaults&quot;:386,&quot;../../components/colorscale/helpers&quot;:387,&quot;./subtypes&quot;:640}],636:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=a.ensureSingle,s=a.identity,l=t(&quot;../../components/drawing&quot;),u=t(&quot;./subtypes&quot;),c=t(&quot;./line_points&quot;),f=t(&quot;./link_traces&quot;),h=t(&quot;../../lib/polygon&quot;).tester;function d(t,e,r,f,d,p,g){var v;!function(t,e,r,i,o){var s=r.xaxis,l=r.yaxis,c=n.extent(a.simpleMap(s.range,s.r2c)),f=n.extent(a.simpleMap(l.range,l.r2c)),h=i[0].trace;if(!u.hasMarkers(h))return;var d=h.marker.maxdisplayed;if(0===d)return;var p=i.filter(function(t){return t.x&gt;=c[0]&amp;&amp;t.x&lt;=c[1]&amp;&amp;t.y&gt;=f[0]&amp;&amp;t.y&lt;=f[1]}),g=Math.ceil(p.length/d),v=0;o.forEach(function(t,r){var n=t[0].trace;u.hasMarkers(n)&amp;&amp;n.marker.maxdisplayed&gt;0&amp;&amp;r&lt;e&amp;&amp;v++});var m=Math.round(v*g/3+Math.floor(v/3)*g/7.1);i.forEach(function(t){delete t.vis}),p.forEach(function(t,e){0===Math.round((e+m)%g)&amp;&amp;(t.vis=!0)})}(0,e,r,f,d);var m=!!g&amp;&amp;g.duration&gt;0;function y(t){return m?t.transition():t}var b=r.xaxis,x=r.yaxis,_=f[0].trace,w=_.line,A=n.select(p),M=o(A,&quot;g&quot;,&quot;errorbars&quot;),T=o(A,&quot;g&quot;,&quot;lines&quot;),k=o(A,&quot;g&quot;,&quot;points&quot;),E=o(A,&quot;g&quot;,&quot;text&quot;);if(i.getComponentMethod(&quot;errorbars&quot;,&quot;plot&quot;)(t,M,r,g),!0===_.visible){var L,S;y(A).style(&quot;opacity&quot;,_.opacity);var C=_.fill.charAt(_.fill.length-1);&quot;x&quot;!==C&amp;&amp;&quot;y&quot;!==C&amp;&amp;(C=&quot;&quot;),r.isRangePlot||(f[0].node3=A);var O,R,P=&quot;&quot;,z=[],I=_._prevtrace;I&amp;&amp;(P=I._prevRevpath||&quot;&quot;,S=I._nextFill,z=I._polygons);var N,D,F,j,B,U,V,H=&quot;&quot;,q=&quot;&quot;,G=[],X=a.noop;if(L=_._ownFill,u.hasLines(_)||&quot;none&quot;!==_.fill){for(S&amp;&amp;S.datum(f),-1!==[&quot;hv&quot;,&quot;vh&quot;,&quot;hvh&quot;,&quot;vhv&quot;].indexOf(w.shape)?(N=l.steps(w.shape),D=l.steps(w.shape.split(&quot;&quot;).reverse().join(&quot;&quot;))):N=D=&quot;spline&quot;===w.shape?function(t){var e=t[t.length-1];return t.length&gt;1&amp;&amp;t[0][0]===e[0]&amp;&amp;t[0][1]===e[1]?l.smoothclosed(t.slice(1),w.smoothing):l.smoothopen(t,w.smoothing)}:function(t){return&quot;M&quot;+t.join(&quot;L&quot;)},F=function(t){return D(t.reverse())},G=c(f,{xaxis:b,yaxis:x,connectGaps:_.connectgaps,baseTolerance:Math.max(w.width||1,3)/4,shape:w.shape,simplify:w.simplify,fill:_.fill}),V=_._polygons=new Array(G.length),v=0;v&lt;G.length;v++)_._polygons[v]=h(G[v]);G.length&amp;&amp;(j=G[0][0],U=(B=G[G.length-1])[B.length-1]),X=function(t){return function(e){if(O=N(e),R=F(e),H?C?(H+=&quot;L&quot;+O.substr(1),q=R+&quot;L&quot;+q.substr(1)):(H+=&quot;Z&quot;+O,q=R+&quot;Z&quot;+q):(H=O,q=R),u.hasLines(_)&amp;&amp;e.length&gt;1){var r=n.select(this);if(r.datum(f),t)y(r.style(&quot;opacity&quot;,0).attr(&quot;d&quot;,O).call(l.lineGroupStyle)).style(&quot;opacity&quot;,1);else{var i=y(r);i.attr(&quot;d&quot;,O),l.singleLineStyle(f,i)}}}}}var W=T.selectAll(&quot;.js-line&quot;).data(G);y(W.exit()).style(&quot;opacity&quot;,0).remove(),W.each(X(!1)),W.enter().append(&quot;path&quot;).classed(&quot;js-line&quot;,!0).style(&quot;vector-effect&quot;,&quot;non-scaling-stroke&quot;).call(l.lineGroupStyle).each(X(!0)),l.setClipUrl(W,r.layerClipId,t),G.length?(L?(L.datum(f),j&amp;&amp;U&amp;&amp;(C?(&quot;y&quot;===C?j[1]=U[1]=x.c2p(0,!0):&quot;x&quot;===C&amp;&amp;(j[0]=U[0]=b.c2p(0,!0)),y(L).attr(&quot;d&quot;,&quot;M&quot;+U+&quot;L&quot;+j+&quot;L&quot;+H.substr(1)).call(l.singleFillStyle)):y(L).attr(&quot;d&quot;,H+&quot;Z&quot;).call(l.singleFillStyle))):S&amp;&amp;(&quot;tonext&quot;===_.fill.substr(0,6)&amp;&amp;H&amp;&amp;P?(&quot;tonext&quot;===_.fill?y(S).attr(&quot;d&quot;,H+&quot;Z&quot;+P+&quot;Z&quot;).call(l.singleFillStyle):y(S).attr(&quot;d&quot;,H+&quot;L&quot;+P.substr(1)+&quot;Z&quot;).call(l.singleFillStyle),_._polygons=_._polygons.concat(z)):(Z(S),_._polygons=null)),_._prevRevpath=q,_._prevPolygons=V):(L?Z(L):S&amp;&amp;Z(S),_._polygons=_._prevRevpath=_._prevPolygons=null),k.datum(f),E.datum(f),function(e,i,a){var o,c=a[0].trace,f=u.hasMarkers(c),h=u.hasText(c),d=tt(c),p=et,g=et;if(f||h){var v=s,_=c.stackgroup,w=_&amp;&amp;&quot;infer zero&quot;===t._fullLayout._scatterStackOpts[b._id+x._id][_].stackgaps;c.marker.maxdisplayed||c._needsCull?v=w?$:Q:_&amp;&amp;!w&amp;&amp;(v=J),f&amp;&amp;(p=v),h&amp;&amp;(g=v)}var A,M=(o=e.selectAll(&quot;path.point&quot;).data(p,d)).enter().append(&quot;path&quot;).classed(&quot;point&quot;,!0);m&amp;&amp;M.call(l.pointStyle,c,t).call(l.translatePoints,b,x).style(&quot;opacity&quot;,0).transition().style(&quot;opacity&quot;,1),o.order(),f&amp;&amp;(A=l.makePointStyleFns(c)),o.each(function(e){var i=n.select(this),a=y(i);l.translatePoint(e,a,b,x)?(l.singlePointStyle(e,a,c,A,t),r.layerClipId&amp;&amp;l.hideOutsideRangePoint(e,a,b,x,c.xcalendar,c.ycalendar),c.customdata&amp;&amp;i.classed(&quot;plotly-customdata&quot;,null!==e.data&amp;&amp;void 0!==e.data)):a.remove()}),m?o.exit().transition().style(&quot;opacity&quot;,0).remove():o.exit().remove(),(o=i.selectAll(&quot;g&quot;).data(g,d)).enter().append(&quot;g&quot;).classed(&quot;textpoint&quot;,!0).append(&quot;text&quot;),o.order(),o.each(function(t){var e=n.select(this),i=y(e.select(&quot;text&quot;));l.translatePoint(t,i,b,x)?r.layerClipId&amp;&amp;l.hideOutsideRangePoint(t,e,b,x,c.xcalendar,c.ycalendar):e.remove()}),o.selectAll(&quot;text&quot;).call(l.textPointStyle,c,t).each(function(t){var e=b.c2p(t.x),r=x.c2p(t.y);n.select(this).selectAll(&quot;tspan.line&quot;).each(function(){y(n.select(this)).attr({x:e,y:r})})}),o.exit().remove()}(k,E,f);var Y=!1===_.cliponaxis?null:r.layerClipId;l.setClipUrl(k,Y,t),l.setClipUrl(E,Y,t)}function Z(t){y(t).attr(&quot;d&quot;,&quot;M0,0Z&quot;)}function Q(t){return t.filter(function(t){return!t.gap&amp;&amp;t.vis})}function $(t){return t.filter(function(t){return t.vis})}function J(t){return t.filter(function(t){return!t.gap})}function K(t){return t.id}function tt(t){if(t.ids)return K}function et(){return!1}}e.exports=function(t,e,r,i,a,u){var c,h,p=!a,g=!!a&amp;&amp;a.duration&gt;0,v=f(t,e,r);((c=i.selectAll(&quot;g.trace&quot;).data(v,function(t){return t[0].trace.uid})).enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return&quot;trace scatter trace&quot;+t[0].trace.uid}).style(&quot;stroke-miterlimit&quot;,2),c.order(),function(t,e,r){e.each(function(e){var i=o(n.select(this),&quot;g&quot;,&quot;fills&quot;);l.setClipUrl(i,r.layerClipId,t);var a=e[0].trace,u=[];a._ownfill&amp;&amp;u.push(&quot;_ownFill&quot;),a._nexttrace&amp;&amp;u.push(&quot;_nextFill&quot;);var c=i.selectAll(&quot;g&quot;).data(u,s);c.enter().append(&quot;g&quot;),c.exit().each(function(t){a[t]=null}).remove(),c.order().each(function(t){a[t]=o(n.select(this),&quot;path&quot;,&quot;js-fill&quot;)})})}(t,c,e),g)?(u&amp;&amp;(h=u()),n.transition().duration(a.duration).ease(a.easing).each(&quot;end&quot;,function(){h&amp;&amp;h()}).each(&quot;interrupt&quot;,function(){h&amp;&amp;h()}).each(function(){i.selectAll(&quot;g.trace&quot;).each(function(r,n){d(t,n,e,r,v,this,a)})})):c.each(function(r,n){d(t,n,e,r,v,this,a)});p&amp;&amp;c.exit().remove(),i.selectAll(&quot;path:not([d])&quot;).remove()}},{&quot;../../components/drawing&quot;:397,&quot;../../lib&quot;:495,&quot;../../lib/polygon&quot;:507,&quot;../../registry&quot;:592,&quot;./line_points&quot;:630,&quot;./link_traces&quot;:632,&quot;./subtypes&quot;:640,d3:81}],637:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./subtypes&quot;);e.exports=function(t,e){var r,i,a,o,s=t.cd,l=t.xaxis,u=t.yaxis,c=[],f=s[0].trace;if(!n.hasMarkers(f)&amp;&amp;!n.hasText(f))return[];if(!1===e)for(r=0;r&lt;s.length;r++)s[r].selected=0;else for(r=0;r&lt;s.length;r++)i=s[r],a=l.c2p(i.x),o=u.c2p(i.y),null!==i.i&amp;&amp;e.contains([a,o],!1,r,t)?(c.push({pointNumber:i.i,x:l.c2d(i.x),y:u.c2d(i.y)}),i.selected=1):i.selected=0;return c}},{&quot;./subtypes&quot;:640}],638:[function(t,e,r){&quot;use strict&quot;;var n=[&quot;orientation&quot;,&quot;groupnorm&quot;,&quot;stackgaps&quot;];e.exports=function(t,e,r,i){var a=r._scatterStackOpts,o=i(&quot;stackgroup&quot;);if(o){var s=e.xaxis+e.yaxis,l=a[s];l||(l=a[s]={});var u=l[o],c=!1;u?u.traces.push(e):(u=l[o]={traceIndices:[],traces:[e]},c=!0);for(var f={orientation:e.x&amp;&amp;!e.y?&quot;h&quot;:&quot;v&quot;},h=0;h&lt;n.length;h++){var d=n[h],p=d+&quot;Found&quot;;if(!u[p]){var g=void 0!==t[d],v=&quot;orientation&quot;===d;if((g||c)&amp;&amp;(u[d]=i(d,f[d]),v&amp;&amp;(u.fillDflt=&quot;h&quot;===u[d]?&quot;tonextx&quot;:&quot;tonexty&quot;),g&amp;&amp;(u[p]=!0,!c&amp;&amp;(delete u.traces[0][d],v))))for(var m=0;m&lt;u.traces.length-1;m++){var y=u.traces[m];y._input.fill!==y.fill&amp;&amp;(y.fill=u.fillDflt)}}}return u}}},{}],639:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../components/drawing&quot;),a=t(&quot;../../registry&quot;);function o(t,e,r){i.pointStyle(t.selectAll(&quot;path.point&quot;),e,r)}function s(t,e,r){i.textPointStyle(t.selectAll(&quot;text&quot;),e,r)}e.exports={style:function(t,e){var r=e?e[0].node3:n.select(t).selectAll(&quot;g.trace.scatter&quot;);r.style(&quot;opacity&quot;,function(t){return t[0].trace.opacity}),r.selectAll(&quot;g.points&quot;).each(function(e){o(n.select(this),e.trace||e[0].trace,t)}),r.selectAll(&quot;g.text&quot;).each(function(e){s(n.select(this),e.trace||e[0].trace,t)}),r.selectAll(&quot;g.trace path.js-line&quot;).call(i.lineGroupStyle),r.selectAll(&quot;g.trace path.js-fill&quot;).call(i.fillGroupStyle),a.getComponentMethod(&quot;errorbars&quot;,&quot;style&quot;)(r)},stylePoints:o,styleText:s,styleOnSelect:function(t,e){var r=e[0].node3,n=e[0].trace;n.selectedpoints?(i.selectedPointStyle(r.selectAll(&quot;path.point&quot;),n),i.selectedTextStyle(r.selectAll(&quot;text&quot;),n)):(o(r,n,t),s(r,n,t))}}},{&quot;../../components/drawing&quot;:397,&quot;../../registry&quot;:592,d3:81}],640:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports={hasLines:function(t){return t.visible&amp;&amp;t.mode&amp;&amp;-1!==t.mode.indexOf(&quot;lines&quot;)},hasMarkers:function(t){return t.visible&amp;&amp;(t.mode&amp;&amp;-1!==t.mode.indexOf(&quot;markers&quot;)||&quot;splom&quot;===t.type)},hasText:function(t){return t.visible&amp;&amp;t.mode&amp;&amp;-1!==t.mode.indexOf(&quot;text&quot;)},isBubble:function(t){return n.isPlainObject(t.marker)&amp;&amp;n.isArrayOrTypedArray(t.marker.size)}}},{&quot;../../lib&quot;:495}],641:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r,i,a){a=a||{},i(&quot;textposition&quot;),n.coerceFont(i,&quot;textfont&quot;,r.font),a.noSelect||(i(&quot;selected.textfont.color&quot;),i(&quot;unselected.textfont.color&quot;))}},{&quot;../../lib&quot;:495}],642:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;);e.exports=function(t,e,r,a){var o,s=a(&quot;x&quot;),l=a(&quot;y&quot;);if(i.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;],r),s){var u=n.minRowLength(s);l?o=Math.min(u,n.minRowLength(l)):(o=u,a(&quot;y0&quot;),a(&quot;dy&quot;))}else{if(!l)return 0;o=n.minRowLength(l),a(&quot;x0&quot;),a(&quot;dx&quot;)}return e._length=o,o}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],643:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../scatter/attributes&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../../plots/attributes&quot;),s=t(&quot;../../constants/gl3d_dashes&quot;),l=t(&quot;../../constants/gl3d_markers&quot;),u=t(&quot;../../lib/extend&quot;).extendFlat,c=t(&quot;../../plot_api/edit_types&quot;).overrideAll,f=n.line,h=n.marker,d=h.line,p=u({width:f.width,dash:{valType:&quot;enumerated&quot;,values:Object.keys(s),dflt:&quot;solid&quot;}},i(&quot;line&quot;));var g=e.exports=c({x:n.x,y:n.y,z:{valType:&quot;data_array&quot;},text:u({},n.text,{}),hovertext:u({},n.hovertext,{}),hovertemplate:a(),mode:u({},n.mode,{dflt:&quot;lines+markers&quot;}),surfaceaxis:{valType:&quot;enumerated&quot;,values:[-1,0,1,2],dflt:-1},surfacecolor:{valType:&quot;color&quot;},projection:{x:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}},y:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}},z:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}}},connectgaps:n.connectgaps,line:p,marker:u({symbol:{valType:&quot;enumerated&quot;,values:Object.keys(l),dflt:&quot;circle&quot;,arrayOk:!0},size:u({},h.size,{dflt:8}),sizeref:h.sizeref,sizemin:h.sizemin,sizemode:h.sizemode,opacity:u({},h.opacity,{arrayOk:!1}),colorbar:h.colorbar,line:u({width:u({},d.width,{arrayOk:!1})},i(&quot;marker.line&quot;))},i(&quot;marker&quot;)),textposition:u({},n.textposition,{dflt:&quot;top center&quot;}),textfont:{color:n.textfont.color,size:n.textfont.size,family:u({},n.textfont.family,{arrayOk:!1})},hoverinfo:u({},o.hoverinfo)},&quot;calc&quot;,&quot;nested&quot;);g.x.editType=g.y.editType=g.z.editType=&quot;calc+clearAxisTypes&quot;},{&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../constants/gl3d_dashes&quot;:472,&quot;../../constants/gl3d_markers&quot;:473,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/attributes&quot;:538,&quot;../scatter/attributes&quot;:616}],644:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../scatter/arrays_to_calcdata&quot;),i=t(&quot;../scatter/colorscale_calc&quot;);e.exports=function(t,e){var r=[{x:!1,y:!1,trace:e,t:{}}];return n(r,e),i(t,e),r}},{&quot;../scatter/arrays_to_calcdata&quot;:615,&quot;../scatter/colorscale_calc&quot;:619}],645:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;);function i(t,e,r,i){if(!e||!e.visible)return null;for(var a=n.getComponentMethod(&quot;errorbars&quot;,&quot;makeComputeError&quot;)(e),o=new Array(t.length),s=0;s&lt;t.length;s++){var l=a(+t[s],s);if(&quot;log&quot;===i.type){var u=i.c2l(t[s]),c=t[s]-l[0],f=t[s]+l[1];if(o[s]=[(i.c2l(c,!0)-u)*r,(i.c2l(f,!0)-u)*r],c&gt;0){var h=i.c2l(c);i._lowerLogErrorBound||(i._lowerLogErrorBound=h),i._lowerErrorBound=Math.min(i._lowerLogErrorBound,h)}}else o[s]=[-l[0]*r,l[1]*r]}return o}e.exports=function(t,e,r){var n=[i(t.x,t.error_x,e[0],r.xaxis),i(t.y,t.error_y,e[1],r.yaxis),i(t.z,t.error_z,e[2],r.zaxis)],a=function(t){for(var e=0;e&lt;t.length;e++)if(t[e])return t[e].length;return 0}(n);if(0===a)return null;for(var o=new Array(a),s=0;s&lt;a;s++){for(var l=[[0,0,0],[0,0,0]],u=0;u&lt;3;u++)if(n[u])for(var c=0;c&lt;2;c++)l[c][u]=n[u][s][c];o[s]=l}return o}},{&quot;../../registry&quot;:592}],646:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-line3d&quot;),i=t(&quot;gl-scatter3d&quot;),a=t(&quot;gl-error3d&quot;),o=t(&quot;gl-mesh3d&quot;),s=t(&quot;delaunay-triangulate&quot;),l=t(&quot;../../lib&quot;),u=t(&quot;../../lib/str2rgbarray&quot;),c=t(&quot;../../lib/gl_format_color&quot;).formatColor,f=t(&quot;../scatter/make_bubble_size_func&quot;),h=t(&quot;../../constants/gl3d_dashes&quot;),d=t(&quot;../../constants/gl3d_markers&quot;),p=t(&quot;./calc_errors&quot;);function g(t,e){this.scene=t,this.uid=e,this.linePlot=null,this.scatterPlot=null,this.errorBars=null,this.textMarkers=null,this.delaunayMesh=null,this.color=null,this.mode=&quot;&quot;,this.dataPoints=[],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.textLabels=null,this.data=null}var v=g.prototype;function m(t){return null==t?0:t.indexOf(&quot;left&quot;)&gt;-1?-1:t.indexOf(&quot;right&quot;)&gt;-1?1:0}function y(t){return null==t?0:t.indexOf(&quot;top&quot;)&gt;-1?-1:t.indexOf(&quot;bottom&quot;)&gt;-1?1:0}function b(t,e){return e(4*t)}function x(t){return d[t]}function _(t,e,r,n,i){var a=null;if(l.isArrayOrTypedArray(t)){a=[];for(var o=0;o&lt;e;o++)void 0===t[o]?a[o]=n:a[o]=r(t[o],i)}else a=r(t,l.identity);return a}function w(t,e){var r,n,i,a,o,s,h=[],d=t.fullSceneLayout,g=t.dataScale,v=d.xaxis,w=d.yaxis,A=d.zaxis,M=e.marker,T=e.line,k=e.x||[],E=e.y||[],L=e.z||[],S=k.length,C=e.xcalendar,O=e.ycalendar,R=e.zcalendar;for(o=0;o&lt;S;o++)r=v.d2l(k[o],0,C)*g[0],n=w.d2l(E[o],0,O)*g[1],i=A.d2l(L[o],0,R)*g[2],h[o]=[r,n,i];if(Array.isArray(e.text))s=e.text;else if(void 0!==e.text)for(s=new Array(S),o=0;o&lt;S;o++)s[o]=e.text;if(a={position:h,mode:e.mode,text:s},&quot;line&quot;in e&amp;&amp;(a.lineColor=c(T,1,S),a.lineWidth=T.width,a.lineDashes=T.dash),&quot;marker&quot;in e){var P=f(e);a.scatterColor=c(M,1,S),a.scatterSize=_(M.size,S,b,20,P),a.scatterMarker=_(M.symbol,S,x,&quot;\\u25cf&quot;),a.scatterLineWidth=M.line.width,a.scatterLineColor=c(M.line,1,S),a.scatterAngle=0}&quot;textposition&quot;in e&amp;&amp;(a.textOffset=function(t){var e=[0,0];if(Array.isArray(t))for(var r=0;r&lt;t.length;r++)e[r]=[0,0],t[r]&amp;&amp;(e[r][0]=m(t[r]),e[r][1]=y(t[r]));else e[0]=m(t),e[1]=y(t);return e}(e.textposition),a.textColor=c(e.textfont,1,S),a.textSize=_(e.textfont.size,S,l.identity,12),a.textFont=e.textfont.family,a.textAngle=0);var z=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(a.project=[!1,!1,!1],a.projectScale=[1,1,1],a.projectOpacity=[1,1,1],o=0;o&lt;3;++o){var I=e.projection[z[o]];(a.project[o]=I.show)&amp;&amp;(a.projectOpacity[o]=I.opacity,a.projectScale[o]=I.scale)}a.errorBounds=p(e,g,d);var N=function(t){for(var e=[0,0,0],r=[[0,0,0],[0,0,0],[0,0,0]],n=[1,1,1],i=0;i&lt;3;i++){var a=t[i];a&amp;&amp;!1!==a.copy_zstyle&amp;&amp;!1!==t[2].visible&amp;&amp;(a=t[2]),a&amp;&amp;a.visible&amp;&amp;(e[i]=a.width/2,r[i]=u(a.color),n[i]=a.thickness)}return{capSize:e,color:r,lineWidth:n}}([e.error_x,e.error_y,e.error_z]);return a.errorColor=N.color,a.errorLineWidth=N.lineWidth,a.errorCapSize=N.capSize,a.delaunayAxis=e.surfaceaxis,a.delaunayColor=u(e.surfacecolor),a}function A(t){if(Array.isArray(t)){var e=t[0];return Array.isArray(e)&amp;&amp;(t=e),&quot;rgb(&quot;+t.slice(0,3).map(function(t){return Math.round(255*t)})+&quot;)&quot;}return null}v.handlePick=function(t){if(t.object&amp;&amp;(t.object===this.linePlot||t.object===this.delaunayMesh||t.object===this.textMarkers||t.object===this.scatterPlot)){var e=t.index=t.data.index;return t.object.highlight&amp;&amp;t.object.highlight(null),this.scatterPlot&amp;&amp;(t.object=this.scatterPlot,this.scatterPlot.highlight(t.data)),t.textLabel=&quot;&quot;,this.textLabels&amp;&amp;(Array.isArray(this.textLabels)?(this.textLabels[e]||0===this.textLabels[e])&amp;&amp;(t.textLabel=this.textLabels[e]):t.textLabel=this.textLabels),t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]],!0}},v.update=function(t){var e,r,l,u,c=this.scene.glplot.gl,f=h.solid;this.data=t;var d=w(this.scene,t);&quot;mode&quot;in d&amp;&amp;(this.mode=d.mode),&quot;lineDashes&quot;in d&amp;&amp;d.lineDashes in h&amp;&amp;(f=h[d.lineDashes]),this.color=A(d.scatterColor)||A(d.lineColor),this.dataPoints=d.position,e={gl:this.scene.glplot.gl,position:d.position,color:d.lineColor,lineWidth:d.lineWidth||1,dashes:f[0],dashScale:f[1],opacity:t.opacity,connectGaps:t.connectgaps},-1!==this.mode.indexOf(&quot;lines&quot;)?this.linePlot?this.linePlot.update(e):(this.linePlot=n(e),this.linePlot._trace=this,this.scene.glplot.add(this.linePlot)):this.linePlot&amp;&amp;(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose(),this.linePlot=null);var p=t.opacity;if(t.marker&amp;&amp;t.marker.opacity&amp;&amp;(p*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:d.position,color:d.scatterColor,size:d.scatterSize,glyph:d.scatterMarker,opacity:p,orthographic:!0,lineWidth:d.scatterLineWidth,lineColor:d.scatterLineColor,project:d.project,projectScale:d.projectScale,projectOpacity:d.projectOpacity},-1!==this.mode.indexOf(&quot;markers&quot;)?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&amp;&amp;(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),u={gl:this.scene.glplot.gl,position:d.position,glyph:d.text,color:d.textColor,size:d.textSize,angle:d.textAngle,alignment:d.textOffset,font:d.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(&quot;text&quot;)?this.textMarkers?this.textMarkers.update(u):(this.textMarkers=i(u),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&amp;&amp;(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:d.position,color:d.errorColor,error:d.errorBounds,lineWidth:d.errorLineWidth,capSize:d.errorCapSize,opacity:t.opacity},this.errorBars?d.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):d.errorBounds&amp;&amp;(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),d.delaunayAxis&gt;=0){var g=function(t,e,r){var n,i=(r+1)%3,a=(r+2)%3,o=[],l=[];for(n=0;n&lt;t.length;++n){var u=t[n];!isNaN(u[i])&amp;&amp;isFinite(u[i])&amp;&amp;!isNaN(u[a])&amp;&amp;isFinite(u[a])&amp;&amp;(o.push([u[i],u[a]]),l.push(n))}var c=s(o);for(n=0;n&lt;c.length;++n)for(var f=c[n],h=0;h&lt;f.length;++h)f[h]=l[f[h]];return{positions:t,cells:c,meshColor:e}}(d.position,d.delaunayColor,d.delaunayAxis);g.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(g):(g.gl=c,this.delaunayMesh=o(g),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&amp;&amp;(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},v.dispose=function(){this.linePlot&amp;&amp;(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&amp;&amp;(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&amp;&amp;(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&amp;&amp;(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&amp;&amp;(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=function(t,e){var r=new g(t,e.uid);return r.update(e),r}},{&quot;../../constants/gl3d_dashes&quot;:472,&quot;../../constants/gl3d_markers&quot;:473,&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../scatter/make_bubble_size_func&quot;:633,&quot;./calc_errors&quot;:645,&quot;delaunay-triangulate&quot;:83,&quot;gl-error3d&quot;:109,&quot;gl-line3d&quot;:114,&quot;gl-mesh3d&quot;:139,&quot;gl-scatter3d&quot;:147}],647:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../scatter/subtypes&quot;),o=t(&quot;../scatter/marker_defaults&quot;),s=t(&quot;../scatter/line_defaults&quot;),l=t(&quot;../scatter/text_defaults&quot;),u=t(&quot;./attributes&quot;);e.exports=function(t,e,r,c){function f(r,n){return i.coerce(t,e,u,r,n)}if(function(t,e,r,i){var a=0,o=r(&quot;x&quot;),s=r(&quot;y&quot;),l=r(&quot;z&quot;);n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],i),o&amp;&amp;s&amp;&amp;l&amp;&amp;(a=Math.min(o.length,s.length,l.length),e._length=e._xlength=e._ylength=e._zlength=a);return a}(t,e,f,c)){f(&quot;text&quot;),f(&quot;hovertext&quot;),f(&quot;hovertemplate&quot;),f(&quot;mode&quot;),a.hasLines(e)&amp;&amp;(f(&quot;connectgaps&quot;),s(t,e,r,c,f)),a.hasMarkers(e)&amp;&amp;o(t,e,r,c,f,{noSelect:!0}),a.hasText(e)&amp;&amp;l(t,e,c,f,{noSelect:!0});var h=(e.line||{}).color,d=(e.marker||{}).color;f(&quot;surfaceaxis&quot;)&gt;=0&amp;&amp;f(&quot;surfacecolor&quot;,h||d);for(var p=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],g=0;g&lt;3;++g){var v=&quot;projection.&quot;+p[g];f(v+&quot;.show&quot;)&amp;&amp;(f(v+&quot;.opacity&quot;),f(v+&quot;.scale&quot;))}var m=n.getComponentMethod(&quot;errorbars&quot;,&quot;supplyDefaults&quot;);m(t,e,h||d||r,{axis:&quot;z&quot;}),m(t,e,h||d||r,{axis:&quot;y&quot;,inherit:&quot;z&quot;}),m(t,e,h||d||r,{axis:&quot;x&quot;,inherit:&quot;z&quot;})}else e.visible=!1}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../scatter/line_defaults&quot;:629,&quot;../scatter/marker_defaults&quot;:635,&quot;../scatter/subtypes&quot;:640,&quot;../scatter/text_defaults&quot;:641,&quot;./attributes&quot;:643}],648:[function(t,e,r){&quot;use strict&quot;;var n={};n.plot=t(&quot;./convert&quot;),n.attributes=t(&quot;./attributes&quot;),n.markerSymbols=t(&quot;../../constants/gl3d_markers&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.colorbar=[{container:&quot;marker&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;},{container:&quot;line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}],n.calc=t(&quot;./calc&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;scatter3d&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;,&quot;symbols&quot;,&quot;showLegend&quot;],n.meta={},e.exports=n},{&quot;../../constants/gl3d_markers&quot;:473,&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:643,&quot;./calc&quot;:644,&quot;./convert&quot;:646,&quot;./defaults&quot;:647}],649:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../mesh3d/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},u:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},v:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},w:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},starts:{x:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},editType:&quot;calc&quot;},maxdisplayed:{valType:&quot;integer&quot;,min:0,dflt:1e3,editType:&quot;calc&quot;},sizeref:{valType:&quot;number&quot;,editType:&quot;calc&quot;,min:0,dflt:1},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;},{keys:[&quot;tubex&quot;,&quot;tubey&quot;,&quot;tubez&quot;,&quot;tubeu&quot;,&quot;tubev&quot;,&quot;tubew&quot;,&quot;norm&quot;,&quot;divergence&quot;]})};l(u,n(&quot;&quot;,{colorAttr:&quot;u/v/w norm&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i});[&quot;opacity&quot;,&quot;lightposition&quot;,&quot;lighting&quot;].forEach(function(t){u[t]=o[t]}),u.hoverinfo=l({},s.hoverinfo,{editType:&quot;calc&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;u&quot;,&quot;v&quot;,&quot;w&quot;,&quot;norm&quot;,&quot;divergence&quot;,&quot;text&quot;,&quot;name&quot;],dflt:&quot;x+y+z+norm+text+name&quot;}),u.transforms=void 0,e.exports=u},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../mesh3d/attributes&quot;:608}],650:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){var r,i,a,o,s=e.u,l=e.v,u=e.w,c=e.x,f=e.y,h=e.z,d=Math.min(c.length,f.length,h.length,s.length,l.length,u.length),p=0;e.starts&amp;&amp;(i=e.starts.x||[],a=e.starts.y||[],o=e.starts.z||[],p=Math.min(i.length,a.length,o.length));var g=0,v=1/0;for(r=0;r&lt;d;r++){var m=s[r],y=l[r],b=u[r],x=Math.sqrt(m*m+y*y+b*b);g=Math.max(g,x),v=Math.min(v,x)}n(t,e,{vals:[v,g],containerStr:&quot;&quot;,cLetter:&quot;c&quot;});var _=-1/0,w=1/0,A=-1/0,M=1/0,T=-1/0,k=1/0;for(r=0;r&lt;d;r++){var E=c[r];_=Math.max(_,E),w=Math.min(w,E);var L=f[r];A=Math.max(A,L),M=Math.min(M,L);var S=h[r];T=Math.max(T,S),k=Math.min(k,S)}for(r=0;r&lt;p;r++){var C=i[r];_=Math.max(_,C),w=Math.min(w,C);var O=a[r];A=Math.max(A,O),M=Math.min(M,O);var R=o[r];T=Math.max(T,R),k=Math.min(k,R)}e._len=d,e._slen=p,e._normMax=g,e._xbnds=[w,_],e._ybnds=[M,A],e._zbnds=[k,T]}},{&quot;../../components/colorscale/calc&quot;:384}],651:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-streamtube3d&quot;),i=n.createTubeMesh,a=t(&quot;../../lib&quot;),o=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,s=t(&quot;../../plots/gl3d/zip3&quot;),l={xaxis:0,yaxis:1,zaxis:2};function u(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var c=u.prototype;function f(t){return a.distinctVals(t).vals}function h(t){var e=t.length;return e&gt;2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function d(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function p(t,e){var r=t.fullSceneLayout,i=t.dataScale,u=e._len,c={};function p(t,e){var n=r[e],o=i[l[e]];return a.simpleMap(t,function(t){return n.d2l(t)*o})}c.vectors=s(p(e.u,&quot;xaxis&quot;),p(e.v,&quot;yaxis&quot;),p(e.w,&quot;zaxis&quot;),u);var g=f(e.x.slice(0,u)),v=f(e.y.slice(0,u)),m=f(e.z.slice(0,u));if(g.length*v.length*m.length&gt;u)return{positions:[],cells:[]};var y=p(g,&quot;xaxis&quot;),b=p(v,&quot;yaxis&quot;),x=p(m,&quot;zaxis&quot;);if(c.meshgrid=[y,b,x],e.starts){var _=e._slen;c.startingPositions=s(p(e.starts.x.slice(0,_),&quot;xaxis&quot;),p(e.starts.y.slice(0,_),&quot;yaxis&quot;),p(e.starts.z.slice(0,_),&quot;zaxis&quot;))}else{for(var w=b[0],A=h(y),M=h(x),T=new Array(A.length*M.length),k=0,E=0;E&lt;A.length;E++)for(var L=0;L&lt;M.length;L++)T[k++]=[A[E],w,M[L]];c.startingPositions=T}c.colormap=o(e),c.tubeSize=e.sizeref,c.maxLength=e.maxdisplayed;var S=p(e._xbnds,&quot;xaxis&quot;),C=p(e._ybnds,&quot;yaxis&quot;),O=p(e._zbnds,&quot;zaxis&quot;),R=d(y),P=d(b),z=d(x),I=[[S[0]-R[0],C[0]-P[0],O[0]-z[0]],[S[1]+R[1],C[1]+P[1],O[1]+z[1]]],N=n(c,I);N.vertexIntensityBounds=[e.cmin/e._normMax,e.cmax/e._normMax];var D=e.lightposition;return N.lightPosition=[D.x,D.y,D.z],N.ambient=e.lighting.ambient,N.diffuse=e.lighting.diffuse,N.specular=e.lighting.specular,N.roughness=e.lighting.roughness,N.fresnel=e.lighting.fresnel,N.opacity=e.opacity,e._pad=N.tubeScale*e.sizeref*2,N}c.handlePick=function(t){var e=this.scene.fullSceneLayout,r=this.scene.dataScale;function n(t,n){var i=e[n],a=r[l[n]];return i.l2c(t)/a}if(t.object===this.mesh){var i=t.data.position,a=t.data.velocity;return t.traceCoordinate=[n(i[0],&quot;xaxis&quot;),n(i[1],&quot;yaxis&quot;),n(i[2],&quot;zaxis&quot;),n(a[0],&quot;xaxis&quot;),n(a[1],&quot;yaxis&quot;),n(a[2],&quot;zaxis&quot;),t.data.intensity*this.data._normMax,t.data.divergence],t.textLabel=this.data.hovertext||this.data.text,!0}},c.update=function(t){this.data=t;var e=p(this.scene,t);this.mesh.update(e)},c.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=p(t,e),a=i(r,n),o=new u(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../plots/gl3d/zip3&quot;:581,&quot;gl-streamtube3d&quot;:160}],652:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/colorscale/defaults&quot;),a=t(&quot;./attributes&quot;);e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(&quot;u&quot;),u=s(&quot;v&quot;),c=s(&quot;w&quot;),f=s(&quot;x&quot;),h=s(&quot;y&quot;),d=s(&quot;z&quot;);l&amp;&amp;l.length&amp;&amp;u&amp;&amp;u.length&amp;&amp;c&amp;&amp;c.length&amp;&amp;f&amp;&amp;f.length&amp;&amp;h&amp;&amp;h.length&amp;&amp;d&amp;&amp;d.length?(s(&quot;starts.x&quot;),s(&quot;starts.y&quot;),s(&quot;starts.z&quot;),s(&quot;maxdisplayed&quot;),s(&quot;sizeref&quot;),s(&quot;lighting.ambient&quot;),s(&quot;lighting.diffuse&quot;),s(&quot;lighting.specular&quot;),s(&quot;lighting.roughness&quot;),s(&quot;lighting.fresnel&quot;),s(&quot;lightposition.x&quot;),s(&quot;lightposition.y&quot;),s(&quot;lightposition.z&quot;),i(t,e,o,s,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),s(&quot;text&quot;),s(&quot;hovertext&quot;),s(&quot;hovertemplate&quot;),e._length=null):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;./attributes&quot;:649}],653:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;trace&quot;,name:&quot;streamtube&quot;,basePlotModule:t(&quot;../../plots/gl3d&quot;),categories:[&quot;gl3d&quot;],attributes:t(&quot;./attributes&quot;),supplyDefaults:t(&quot;./defaults&quot;),colorbar:{min:&quot;cmin&quot;,max:&quot;cmax&quot;},calc:t(&quot;./calc&quot;),plot:t(&quot;./convert&quot;),eventData:function(t,e){return t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:649,&quot;./calc&quot;:650,&quot;./convert&quot;:651,&quot;./defaults&quot;:652}],654:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/colorbar/attributes&quot;),o=t(&quot;../../components/fx/hovertemplate_attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u=t(&quot;../../plot_api/edit_types&quot;).overrideAll;function c(t){return{show:{valType:&quot;boolean&quot;,dflt:!1},project:{x:{valType:&quot;boolean&quot;,dflt:!1},y:{valType:&quot;boolean&quot;,dflt:!1},z:{valType:&quot;boolean&quot;,dflt:!1}},color:{valType:&quot;color&quot;,dflt:n.defaultLine},usecolormap:{valType:&quot;boolean&quot;,dflt:!1},width:{valType:&quot;number&quot;,min:1,max:16,dflt:2},highlight:{valType:&quot;boolean&quot;,dflt:!0},highlightcolor:{valType:&quot;color&quot;,dflt:n.defaultLine},highlightwidth:{valType:&quot;number&quot;,min:1,max:16,dflt:2}}}var f=e.exports=u(l({z:{valType:&quot;data_array&quot;},x:{valType:&quot;data_array&quot;},y:{valType:&quot;data_array&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0},hovertemplate:o(),connectgaps:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},surfacecolor:{valType:&quot;data_array&quot;}},i(&quot;&quot;,{colorAttr:&quot;z or surfacecolor&quot;,showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:&quot;calc&quot;}),{colorbar:a,contours:{x:c(),y:c(),z:c()},hidesurface:{valType:&quot;boolean&quot;,dflt:!1},lightposition:{x:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:10},y:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:1e4},z:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:&quot;number&quot;,min:0,max:1,dflt:.8},diffuse:{valType:&quot;number&quot;,min:0,max:1,dflt:.8},specular:{valType:&quot;number&quot;,min:0,max:2,dflt:.05},roughness:{valType:&quot;number&quot;,min:0,max:1,dflt:.5},fresnel:{valType:&quot;number&quot;,min:0,max:5,dflt:.2}},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo)}),&quot;calc&quot;,&quot;nested&quot;);f.x.editType=f.y.editType=f.z.editType=&quot;calc+clearAxisTypes&quot;,f.transforms=void 0},{&quot;../../components/color&quot;:376,&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/attributes&quot;:538}],655:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:&quot;&quot;,cLetter:&quot;c&quot;}):n(t,e,{vals:e.z,containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],656:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-surface3d&quot;),i=t(&quot;ndarray&quot;),a=t(&quot;ndarray-homography&quot;),o=t(&quot;ndarray-fill&quot;),s=t(&quot;../../lib&quot;).isArrayOrTypedArray,l=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,u=t(&quot;../../lib/str2rgbarray&quot;),c=t(&quot;../heatmap/interp2d&quot;),f=t(&quot;../heatmap/find_empties&quot;);function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],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._interpolatedZ=!1}var d=h.prototype;d.getXat=function(t,e,r,n){var i=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},d.getYat=function(t,e,r,n){var i=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},d.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&amp;&amp;this.data.connectgaps&amp;&amp;this.data._interpolatedZ&amp;&amp;(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),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&lt;3;a++){var o=t.dataCoordinate[a];null!=o&amp;&amp;(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&amp;&amp;s[i]&amp;&amp;void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||&quot;&quot;,t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var p=[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 g(t,e){if(t&lt;e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function v(t){for(var e=[],r=0;r&lt;p.length;r++){var n=p[r];e.push(g(t,n))}return e}function m(t){for(var e=v(t),r=t,n=0;n&lt;p.length;n++)if(e[n]&gt;0){r=p[n];break}return r}function y(t,e){if(!(t&lt;1||e&lt;1)){for(var r=v(t),n=v(e),i=1,a=0;a&lt;p.length;a++)i*=Math.pow(p[a],Math.max(r[a],n[a]));return i}}d.calcXnums=function(t){var e,r=[];for(e=1;e&lt;t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&amp;&amp;null!=n&amp;&amp;null!=i?Math.abs(i-n):0}var a=0;for(e=1;e&lt;t;e++)a+=r[e-1];for(e=1;e&lt;t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e&lt;t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&amp;&amp;null!=n&amp;&amp;null!=i?Math.abs(i-n):0}var a=0;for(e=1;e&lt;t;e++)a+=r[e-1];for(e=1;e&lt;t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],x=b[9],_=b[13];d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r&lt;t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r&lt;x;)r*=2;for(;r&gt;_;)r--,r/=m(r),++r&lt;x&amp;&amp;(r=_);var n=Math.round(r/t);return n&gt;1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),u=1+n+1,c=1+o+1,f=i(new Float32Array(u*c),[u,c]),h=0;h&lt;t.length;++h){this.surface.padField(f,t[h]);var d=i(new Float32Array(s*l),[s,l]);a(d,f,[e,0,0,0,r,0,0,0,1]),t[h]=d}},d.setContourLevels=function(){for(var t=[[],[],[]],e=!1,r=0;r&lt;3;++r)this.showContour[r]&amp;&amp;(e=!0,t[r]=this.scene.contourLevels[r]);e&amp;&amp;this.surface.update({levels:t})},d.update=function(t){var e,r,n,a,s=this.scene,h=s.fullSceneLayout,d=this.surface,p=t.opacity,g=l(t,p),v=s.dataScale,m=t.z[0].length,y=t._ylength,b=s.contourLevels;this.data=t;var x=[];for(e=0;e&lt;3;e++)for(x[e]=[],r=0;r&lt;m;r++)x[e][r]=[];for(r=0;r&lt;m;r++)for(n=0;n&lt;y;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=f(x[2]),c(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r&lt;m;r++)for(t._interpolatedZ[r]=[],n=0;n&lt;y;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=v[e];for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null!=(a=x[e][r][n])&amp;&amp;(this.minValues[e]&gt;a&amp;&amp;(this.minValues[e]=a),this.maxValues[e]&lt;a&amp;&amp;(this.maxValues[e]=a));for(e=0;e&lt;3;e++)t._objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null!=(a=x[e][r][n])&amp;&amp;(x[e][r][n]-=t._objectOffset[e]);var w=[i(new Float32Array(m*y),[m,y]),i(new Float32Array(m*y),[m,y]),i(new Float32Array(m*y),[m,y])];o(w[0],function(t,e){return x[0][t][e]}),o(w[1],function(t,e){return x[1][t][e]}),o(w[2],function(t,e){return x[2][t][e]}),x=[];var A={colormap:g,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacity:t.opacity};if(A.intensityBounds=[t.cmin,t.cmax],t.surfacecolor){var M=i(new Float32Array(m*y),[m,y]);o(M,function(e,r){return t.surfacecolor[r][e]}),w.push(M)}else A.intensityBounds[0]*=v[2],A.intensityBounds[1]*=v[2];(_&lt;w[0].shape[0]||_&lt;w[0].shape[1])&amp;&amp;(this.refineData=!1),!0===this.refineData&amp;&amp;(this.dataScaleX=this.estimateScale(w[0].shape[0],0),this.dataScaleY=this.estimateScale(w[0].shape[1],1),1===this.dataScaleX&amp;&amp;1===this.dataScaleY||this.refineCoords(w)),t.surfacecolor&amp;&amp;(A.intensity=w.pop());var T=[!0,!0,!0],k=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(e=0;e&lt;3;++e){var E=t.contours[k[e]];T[e]=E.highlight,A.showContour[e]=E.show||E.highlight,A.showContour[e]&amp;&amp;(A.contourProject[e]=[E.project.x,E.project.y,E.project.z],E.show?(this.showContour[e]=!0,A.levels[e]=b[e],d.highlightColor[e]=A.contourColor[e]=u(E.color),E.usecolormap?d.highlightTint[e]=A.contourTint[e]=0:d.highlightTint[e]=A.contourTint[e]=1,A.contourWidth[e]=E.width):this.showContour[e]=!1,E.highlight&amp;&amp;(A.dynamicColor[e]=u(E.highlightcolor),A.dynamicWidth[e]=E.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&amp;&amp;e[1]===r[1]&amp;&amp;e[2]===r[2]&amp;&amp;e[3]===r[3]})(g)&amp;&amp;(A.vertexColor=!0),A.objectOffset=[t._objectOffset[0],t._objectOffset[1],t._objectOffset[2]],A.coords=w,d.update(A),d.visible=t.visible,d.enableDynamic=T,d.enableHighlight=T,d.snapToData=!0,&quot;lighting&quot;in t&amp;&amp;(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),&quot;lightposition&quot;in t&amp;&amp;(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),p&amp;&amp;p&lt;1&amp;&amp;(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../heatmap/find_empties&quot;:606,&quot;../heatmap/interp2d&quot;:607,&quot;gl-surface3d&quot;:163,ndarray:286,&quot;ndarray-fill&quot;:276,&quot;ndarray-homography&quot;:278}],657:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./attributes&quot;);function s(t,e,r){e in t&amp;&amp;!(r in t)&amp;&amp;(t[r]=t[e])}e.exports=function(t,e,r,l){var u,c;function f(r,n){return i.coerce(t,e,o,r,n)}var h=f(&quot;x&quot;),d=f(&quot;y&quot;),p=f(&quot;z&quot;);if(!p||!p.length||h&amp;&amp;h.length&lt;1||d&amp;&amp;d.length&lt;1)e.visible=!1;else{e._xlength=Array.isArray(h)&amp;&amp;i.isArrayOrTypedArray(h[0])?p.length:p[0].length,e._ylength=p.length,e._objectOffset=[0,0,0],n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],l),f(&quot;text&quot;),f(&quot;hovertext&quot;),f(&quot;hovertemplate&quot;),[&quot;lighting.ambient&quot;,&quot;lighting.diffuse&quot;,&quot;lighting.specular&quot;,&quot;lighting.roughness&quot;,&quot;lighting.fresnel&quot;,&quot;lightposition.x&quot;,&quot;lightposition.y&quot;,&quot;lightposition.z&quot;,&quot;hidesurface&quot;,&quot;connectgaps&quot;,&quot;opacity&quot;].forEach(function(t){f(t)});var g=f(&quot;surfacecolor&quot;),v=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(u=0;u&lt;3;++u){var m=&quot;contours.&quot;+v[u],y=f(m+&quot;.show&quot;),b=f(m+&quot;.highlight&quot;);if(y||b)for(c=0;c&lt;3;++c)f(m+&quot;.project.&quot;+v[c]);y&amp;&amp;(f(m+&quot;.color&quot;),f(m+&quot;.width&quot;),f(m+&quot;.usecolormap&quot;)),b&amp;&amp;(f(m+&quot;.highlightcolor&quot;),f(m+&quot;.highlightwidth&quot;))}g||(s(t,&quot;zmin&quot;,&quot;cmin&quot;),s(t,&quot;zmax&quot;,&quot;cmax&quot;),s(t,&quot;zauto&quot;,&quot;cauto&quot;)),a(t,e,l,f,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),e._length=null}}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:654}],658:[function(t,e,r){&quot;use strict&quot;;var n={};n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.colorbar={min:&quot;cmin&quot;,max:&quot;cmax&quot;},n.calc=t(&quot;./calc&quot;),n.plot=t(&quot;./convert&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;surface&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;,&quot;2dMap&quot;,&quot;noOpacity&quot;],n.meta={},e.exports=n},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:654,&quot;./calc&quot;:655,&quot;./convert&quot;:656,&quot;./defaults&quot;:657}]},{},[5])(5)});&lt;/script&gt;\n",
       "        &lt;script&gt;\n",
       "        function decodeBase64(encoded, dtype) {\n",
       "\n",
       "    let getter = {\n",
       "        &quot;float32&quot;: &quot;getFloat32&quot;,\n",
       "        &quot;int32&quot;: &quot;getInt32&quot;\n",
       "    }[dtype];\n",
       "\n",
       "    let arrayType = {\n",
       "        &quot;float32&quot;: Float32Array,\n",
       "        &quot;int32&quot;: Int32Array\n",
       "    }[dtype];\n",
       "\n",
       "    let raw = atob(encoded);\n",
       "    let buffer = new ArrayBuffer(raw.length);\n",
       "    let asIntArray = new Uint8Array(buffer);\n",
       "    for (let i = 0; i !== raw.length; i++) {\n",
       "        asIntArray[i] = raw.charCodeAt(i);\n",
       "    }\n",
       "\n",
       "    let view = new DataView(buffer);\n",
       "    let decoded = new arrayType(\n",
       "        raw.length / arrayType.BYTES_PER_ELEMENT);\n",
       "    for (let i = 0, off = 0; i !== decoded.length;\n",
       "        i++, off += arrayType.BYTES_PER_ELEMENT) {\n",
       "        decoded[i] = view[getter](off, true);\n",
       "    }\n",
       "    return decoded;\n",
       "}\n",
       "\n",
       "function getAxisConfig() {\n",
       "    let axisConfig = {\n",
       "        showgrid: false,\n",
       "        showline: false,\n",
       "        ticks: &#x27;&#x27;,\n",
       "        title: &#x27;&#x27;,\n",
       "        showticklabels: false,\n",
       "            zeroline: false,\n",
       "        showspikes: false,\n",
       "        spikesides: false\n",
       "    };\n",
       "\n",
       "    return axisConfig;\n",
       "}\n",
       "\n",
       "function getLighting() {\n",
       "    return {};\n",
       "    // i.e. use plotly defaults:\n",
       "    // {\n",
       "    //     &quot;ambient&quot;: 0.8,\n",
       "    //     &quot;diffuse&quot;: .8,\n",
       "    //     &quot;fresnel&quot;: .2,\n",
       "    //     &quot;specular&quot;: .05,\n",
       "    //     &quot;roughness&quot;: .5,\n",
       "    //     &quot;facenormalsepsilon&quot;: 1e-6,\n",
       "    //     &quot;vertexnormalsepsilon&quot;: 1e-12\n",
       "    // };\n",
       "\n",
       "}\n",
       "\n",
       "function getConfig() {\n",
       "    let config = {\n",
       "        modeBarButtonsToRemove: [&quot;hoverClosest3d&quot;],\n",
       "        displayLogo: false\n",
       "    };\n",
       "\n",
       "    return config;\n",
       "}\n",
       "\n",
       "function getCamera(plotDivId, viewSelectId) {\n",
       "    let view = $(&quot;#&quot; + viewSelectId).val();\n",
       "    if (view === &quot;custom&quot;) {\n",
       "        try {\n",
       "            return $(&quot;#&quot; + plotDivId)[0].layout.scene.camera;\n",
       "        } catch (e) {\n",
       "            return {};\n",
       "        }\n",
       "    }\n",
       "    let cameras = {\n",
       "        &quot;left&quot;: {eye: {x: -1.7, y: 0, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;right&quot;: {eye: {x: 1.7, y: 0, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;top&quot;: {eye: {x: 0, y: 0, z: 1.7},\n",
       "                up: {x: 0, y: 1, z: 0},\n",
       "                center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;bottom&quot;: {eye: {x: 0, y: 0, z: -1.7},\n",
       "                    up: {x: 0, y: 1, z: 0},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;front&quot;: {eye: {x: 0, y: 1.7, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;back&quot;: {eye: {x: 0, y: -1.7, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "    };\n",
       "\n",
       "    return cameras[view];\n",
       "\n",
       "}\n",
       "\n",
       "function getLayout(plotDivId, viewSelectId, blackBg) {\n",
       "\n",
       "    let camera = getCamera(plotDivId, viewSelectId);\n",
       "    let axisConfig = getAxisConfig();\n",
       "\n",
       "    let height = Math.min($(window).outerHeight() * .9,\n",
       "                            $(window).width() * 2 / 3);\n",
       "    let width = height * 3 / 2;\n",
       "\n",
       "    let layout = {\n",
       "        showlegend: false,\n",
       "        height: height, width: width,\n",
       "        margin: {l:0, r:0, b:0, t:0, pad:0},\n",
       "        hovermode: false,\n",
       "        paper_bgcolor: blackBg ? &#x27;#000&#x27;: &#x27;#fff&#x27;,\n",
       "        axis_bgcolor: &#x27;#333&#x27;,\n",
       "        scene: {\n",
       "            camera: camera,\n",
       "            xaxis: axisConfig,\n",
       "            yaxis: axisConfig,\n",
       "            zaxis: axisConfig\n",
       "        }\n",
       "    };\n",
       "\n",
       "    return layout;\n",
       "\n",
       "}\n",
       "\n",
       "function updateLayout(plotDivId, viewSelectId, blackBg) {\n",
       "    let layout = getLayout(\n",
       "        plotDivId, viewSelectId, blackBg);\n",
       "    Plotly.relayout(plotDivId, layout);\n",
       "}\n",
       "\n",
       "function textColor(black_bg){\n",
       "    if (black_bg){\n",
       "        return &quot;white&quot;;\n",
       "    }\n",
       "    return &quot;black&quot;;\n",
       "}\n",
       "\n",
       "function addColorbar(colorscale, cmin, cmax, divId, layout, config,\n",
       "                     fontsize=25, height=.5, color=&quot;black&quot;) {\n",
       "    // hack to get a colorbar\n",
       "    let dummy = {\n",
       "        &quot;opacity&quot;: 0,\n",
       "        &quot;colorbar&quot;: {&quot;tickfont&quot;: {&quot;size&quot;: fontsize, &quot;color&quot;: color},\n",
       "                     &quot;len&quot;: height},\n",
       "        &quot;type&quot;: &quot;mesh3d&quot;,\n",
       "        &quot;colorscale&quot;: colorscale,\n",
       "        &quot;x&quot;: [1, 0, 0],\n",
       "        &quot;y&quot;: [0, 1, 0],\n",
       "        &quot;z&quot;: [0, 0, 1],\n",
       "        &quot;i&quot;: [0],\n",
       "        &quot;j&quot;: [1],\n",
       "        &quot;k&quot;: [2],\n",
       "        &quot;intensity&quot;: [0.],\n",
       "        &quot;cmin&quot;: cmin,\n",
       "        &quot;cmax&quot;: cmax,\n",
       "    };\n",
       "\n",
       "    Plotly.plot(divId, [dummy], layout, config);\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "function decodeHemisphere(surfaceInfo, surface, hemisphere){\n",
       "\n",
       "    let info = surfaceInfo[surface + &quot;_&quot; + hemisphere];\n",
       "\n",
       "    for (let attribute of [&quot;x&quot;, &quot;y&quot;, &quot;z&quot;]) {\n",
       "        if (!(attribute in info)) {\n",
       "            info[attribute] = decodeBase64(\n",
       "                info[&quot;_&quot; + attribute], &quot;float32&quot;);\n",
       "        }\n",
       "    }\n",
       "\n",
       "    for (let attribute of [&quot;i&quot;, &quot;j&quot;, &quot;k&quot;]) {\n",
       "        if (!(attribute in info)) {\n",
       "            info[attribute] = decodeBase64(\n",
       "                info[&quot;_&quot; + attribute], &quot;int32&quot;);\n",
       "        }\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "        &lt;/script&gt;\n",
       "        \n",
       "    &lt;script&gt;\n",
       "      var connectomeInfo = {&quot;connectome&quot;: {&quot;line_colorscale&quot;: [[0.0, &quot;rgb(0, 0, 255)&quot;], [0.01, &quot;rgb(4, 4, 255)&quot;], [0.02, &quot;rgb(10, 10, 255)&quot;], [0.03, &quot;rgb(14, 14, 255)&quot;], [0.04, &quot;rgb(20, 20, 255)&quot;], [0.051, &quot;rgb(24, 24, 255)&quot;], [0.061, &quot;rgb(30, 30, 255)&quot;], [0.071, &quot;rgb(36, 36, 255)&quot;], [0.081, &quot;rgb(40, 40, 255)&quot;], [0.091, &quot;rgb(46, 46, 255)&quot;], [0.101, &quot;rgb(50, 50, 255)&quot;], [0.111, &quot;rgb(56, 56, 255)&quot;], [0.121, &quot;rgb(62, 62, 255)&quot;], [0.131, &quot;rgb(65, 65, 255)&quot;], [0.141, &quot;rgb(72, 72, 255)&quot;], [0.152, &quot;rgb(76, 76, 255)&quot;], [0.162, &quot;rgb(81, 81, 255)&quot;], [0.172, &quot;rgb(86, 86, 255)&quot;], [0.182, &quot;rgb(92, 92, 255)&quot;], [0.192, &quot;rgb(97, 97, 255)&quot;], [0.202, &quot;rgb(102, 102, 255)&quot;], [0.212, &quot;rgb(108, 108, 255)&quot;], [0.222, &quot;rgb(112, 112, 255)&quot;], [0.232, &quot;rgb(118, 118, 255)&quot;], [0.242, &quot;rgb(124, 124, 255)&quot;], [0.253, &quot;rgb(128, 128, 255)&quot;], [0.263, &quot;rgb(134, 134, 255)&quot;], [0.273, &quot;rgb(138, 138, 255)&quot;], [0.283, &quot;rgb(144, 144, 255)&quot;], [0.293, &quot;rgb(147, 147, 255)&quot;], [0.303, &quot;rgb(154, 154, 255)&quot;], [0.313, &quot;rgb(160, 160, 255)&quot;], [0.323, &quot;rgb(163, 163, 255)&quot;], [0.333, &quot;rgb(170, 170, 255)&quot;], [0.343, &quot;rgb(174, 174, 255)&quot;], [0.354, &quot;rgb(179, 179, 255)&quot;], [0.364, &quot;rgb(186, 186, 255)&quot;], [0.374, &quot;rgb(190, 190, 255)&quot;], [0.384, &quot;rgb(127, 127, 127)&quot;], [0.394, &quot;rgb(127, 127, 127)&quot;], [0.404, &quot;rgb(127, 127, 127)&quot;], [0.414, &quot;rgb(127, 127, 127)&quot;], [0.424, &quot;rgb(127, 127, 127)&quot;], [0.434, &quot;rgb(127, 127, 127)&quot;], [0.444, &quot;rgb(127, 127, 127)&quot;], [0.455, &quot;rgb(127, 127, 127)&quot;], [0.465, &quot;rgb(127, 127, 127)&quot;], [0.475, &quot;rgb(127, 127, 127)&quot;], [0.485, &quot;rgb(127, 127, 127)&quot;], [0.495, &quot;rgb(127, 127, 127)&quot;], [0.505, &quot;rgb(127, 127, 127)&quot;], [0.515, &quot;rgb(127, 127, 127)&quot;], [0.525, &quot;rgb(127, 127, 127)&quot;], [0.535, &quot;rgb(127, 127, 127)&quot;], [0.545, &quot;rgb(127, 127, 127)&quot;], [0.556, &quot;rgb(127, 127, 127)&quot;], [0.566, &quot;rgb(127, 127, 127)&quot;], [0.576, &quot;rgb(127, 127, 127)&quot;], [0.586, &quot;rgb(127, 127, 127)&quot;], [0.596, &quot;rgb(127, 127, 127)&quot;], [0.606, &quot;rgb(127, 127, 127)&quot;], [0.616, &quot;rgb(127, 127, 127)&quot;], [0.626, &quot;rgb(255, 190, 190)&quot;], [0.636, &quot;rgb(255, 186, 186)&quot;], [0.646, &quot;rgb(255, 179, 179)&quot;], [0.657, &quot;rgb(255, 174, 174)&quot;], [0.667, &quot;rgb(255, 170, 170)&quot;], [0.677, &quot;rgb(255, 163, 163)&quot;], [0.687, &quot;rgb(255, 160, 160)&quot;], [0.697, &quot;rgb(255, 154, 154)&quot;], [0.707, &quot;rgb(255, 147, 147)&quot;], [0.717, &quot;rgb(255, 144, 144)&quot;], [0.727, &quot;rgb(255, 138, 138)&quot;], [0.737, &quot;rgb(255, 134, 134)&quot;], [0.747, &quot;rgb(255, 128, 128)&quot;], [0.758, &quot;rgb(255, 124, 124)&quot;], [0.768, &quot;rgb(255, 118, 118)&quot;], [0.778, &quot;rgb(255, 112, 112)&quot;], [0.788, &quot;rgb(255, 108, 108)&quot;], [0.798, &quot;rgb(255, 102, 102)&quot;], [0.808, &quot;rgb(255, 97, 97)&quot;], [0.818, &quot;rgb(255, 92, 92)&quot;], [0.828, &quot;rgb(255, 86, 86)&quot;], [0.838, &quot;rgb(255, 81, 81)&quot;], [0.848, &quot;rgb(255, 76, 76)&quot;], [0.859, &quot;rgb(255, 72, 72)&quot;], [0.869, &quot;rgb(255, 65, 65)&quot;], [0.879, &quot;rgb(255, 62, 62)&quot;], [0.889, &quot;rgb(255, 56, 56)&quot;], [0.899, &quot;rgb(255, 49, 49)&quot;], [0.909, &quot;rgb(255, 46, 46)&quot;], [0.919, &quot;rgb(255, 40, 40)&quot;], [0.929, &quot;rgb(255, 36, 36)&quot;], [0.939, &quot;rgb(255, 30, 30)&quot;], [0.949, &quot;rgb(255, 24, 24)&quot;], [0.96, &quot;rgb(255, 20, 20)&quot;], [0.97, &quot;rgb(255, 14, 14)&quot;], [0.98, &quot;rgb(255, 9, 9)&quot;], [0.99, &quot;rgb(255, 4, 4)&quot;], [1.0, &quot;rgb(255, 0, 0)&quot;]], &quot;line_cmin&quot;: -0.8162824935459365, &quot;line_cmax&quot;: 0.8162824935459365, &quot;_con_w&quot;: &quot;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&quot;, &quot;_con_x&quot;: &quot;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&quot;, &quot;_con_y&quot;: &quot;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&quot;, &quot;_con_z&quot;: &quot;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&quot;, &quot;markers_only&quot;: false, &quot;_marker_x&quot;: &quot;uB5VwkjhVUI9Cpc/MzM3ws3MTL6amRm+16NOQoXr0T6kcL2/ZmYgQuxRF0K4Hj5CuB56QsP1aL/XoybC9igcwuxRIMK4HuvBzcz8QexR9MHsUcLBmpkFQilc4cFmZua+PQrjQeF6UMKkcFJCexRewtejQsLD9VjAFK5ZQh+FUUJmZoY/7FG4v+xRJcJmZoY/PQosQmZmP8KkcEFC&quot;, &quot;_marker_y&quot;: &quot;exQOwRSuz8B7FJXCXI+BwgrXXMIUrk1CKVxtwpoZtsKkcN/BFK6nQcP1XUIUrlHCw/UDwgAAMMD2KGzCcT2aQZqZSkJSuG3CKVxowq5HqsJcj5TCheubwq5HOUJxPQhCSOE+Qilcj8FmZlrBexQvwkjhyEEfhYlBAADswbge60HD9WnC4XpswnsUWkEzMxNBzcxkQa5HAMLsUejB&quot;, &quot;_marker_z&quot;: &quot;pHABQvYo3EHXoyxBUrj+QcP17kFcj/JAPQrnQXE9yj8AAHZCSOEyQvYonD9xPSxCcT0Swc3MxECkcDJCexQtQilcTz/NzDBCj8I2QpqZEUEK1zvBheuJQOF6rEEK16VBPQqxQeF6VEGPwkFBrkchQWZmtkB7FH5CexQuwB+FO0CuR7/BAABdQs3MLEBSuDlCXI8yQJqZJ0IfhSxC&quot;, &quot;marker_size&quot;: 3.0, &quot;marker_color&quot;: [&quot;#440154&quot;, &quot;#46095c&quot;, &quot;#471466&quot;, &quot;#481d6f&quot;, &quot;#472575&quot;, &quot;#462d7c&quot;, &quot;#453681&quot;, &quot;#423e85&quot;, &quot;#3f4587&quot;, &quot;#3c4d8a&quot;, &quot;#39558b&quot;, &quot;#355c8c&quot;, &quot;#32628d&quot;, &quot;#2f698d&quot;, &quot;#2c708e&quot;, &quot;#2a778e&quot;, &quot;#277c8e&quot;, &quot;#25838d&quot;, &quot;#22898d&quot;, &quot;#20908c&quot;, &quot;#1f968b&quot;, &quot;#1e9c89&quot;, &quot;#1fa386&quot;, &quot;#23a883&quot;, &quot;#29af7f&quot;, &quot;#32b57a&quot;, &quot;#3dbb74&quot;, &quot;#47c06e&quot;, &quot;#55c666&quot;, &quot;#64cb5d&quot;, &quot;#74d054&quot;, &quot;#83d34b&quot;, &quot;#95d73f&quot;, &quot;#a7db33&quot;, &quot;#bade27&quot;, &quot;#cae01e&quot;, &quot;#dce218&quot;, &quot;#eee51b&quot;, &quot;#fde724&quot;], &quot;line_width&quot;: 6.0, &quot;colorbar&quot;: true, &quot;cbar_height&quot;: 0.5, &quot;cbar_fontsize&quot;: 25, &quot;title&quot;: null, &quot;title_fontsize&quot;: 25}, &quot;pial_left&quot;: {&quot;_x&quot;: &quot;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&quot;, &quot;_y&quot;: &quot;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&quot;, &quot;_z&quot;: &quot;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&quot;, &quot;_i&quot;: &quot;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&quot;, &quot;_j&quot;: &quot;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&quot;, &quot;_k&quot;: &quot;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&quot;}, &quot;pial_right&quot;: {&quot;_x&quot;: &quot;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&quot;, &quot;_y&quot;: &quot;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&quot;, &quot;_z&quot;: &quot;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&quot;, &quot;_i&quot;: &quot;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&quot;, &quot;_j&quot;: &quot;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&quot;, &quot;_k&quot;: &quot;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&quot;}};\n",
       "      var data = [];\n",
       "\n",
       "      function getOpacity() {\n",
       "        let opacity = $(&quot;#opacity-range&quot;).val();\n",
       "        return opacity == 100 ? 1 : opacity / 300;\n",
       "      }\n",
       "\n",
       "      function makePlot(surface, hemisphere, divId) {\n",
       "        decodeHemisphere(connectomeInfo, surface, hemisphere);\n",
       "        var info = connectomeInfo[surface + &quot;_&quot; + hemisphere];\n",
       "        info[&quot;type&quot;] = &quot;mesh3d&quot;;\n",
       "        info[&quot;color&quot;] = &quot;#aaaaaa&quot;;\n",
       "        info[&quot;opacity&quot;] = getOpacity();\n",
       "        info[&quot;lighting&quot;] = getLighting();\n",
       "        data.push(info);\n",
       "\n",
       "        let layout = getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false);\n",
       "\n",
       "        layout[&quot;title&quot;] = {\n",
       "          text: connectomeInfo[&quot;connectome&quot;][&quot;title&quot;],\n",
       "          font: {\n",
       "            size: connectomeInfo[&quot;connectome&quot;][&quot;title_fontsize&quot;],\n",
       "            color: textColor(connectomeInfo[&quot;black_bg&quot;]),\n",
       "          },\n",
       "          yref: &quot;paper&quot;,\n",
       "          y: 0.9,\n",
       "        };\n",
       "\n",
       "        let config = getConfig();\n",
       "\n",
       "        Plotly.plot(divId, data, layout, config);\n",
       "      }\n",
       "\n",
       "      function addPlot() {\n",
       "        for (let hemisphere of [&quot;left&quot;, &quot;right&quot;]) {\n",
       "          makePlot(&quot;pial&quot;, hemisphere, &quot;connectome-plot&quot;);\n",
       "        }\n",
       "        if (connectomeInfo[&quot;connectome&quot;][&quot;markers_only&quot;]) {\n",
       "          return;\n",
       "        }\n",
       "        if (connectomeInfo[&quot;connectome&quot;][&quot;colorbar&quot;]) {\n",
       "          addColorbar(\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;line_colorscale&quot;],\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;line_cmin&quot;],\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;line_cmax&quot;],\n",
       "            &quot;connectome-plot&quot;,\n",
       "            getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false),\n",
       "            getConfig(),\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;cbar_fontsize&quot;],\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;cbar_height&quot;],\n",
       "            textColor(connectomeInfo[&quot;black_bg&quot;]),\n",
       "          );\n",
       "        }\n",
       "      }\n",
       "\n",
       "      function updateOpacity() {\n",
       "        let opacity = getOpacity();\n",
       "        data[0][&quot;opacity&quot;] = opacity;\n",
       "        data[1][&quot;opacity&quot;] = opacity;\n",
       "        Plotly.react(\n",
       "          &quot;connectome-plot&quot;,\n",
       "          data,\n",
       "          getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false),\n",
       "          getConfig(),\n",
       "        );\n",
       "      }\n",
       "\n",
       "      function surfaceRelayout() {\n",
       "        return updateLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false);\n",
       "      }\n",
       "\n",
       "      function addConnectome() {\n",
       "        let info = connectomeInfo[&quot;connectome&quot;];\n",
       "\n",
       "        for (let attribute of [&quot;marker_x&quot;, &quot;marker_y&quot;, &quot;marker_z&quot;]) {\n",
       "          if (!(attribute in info)) {\n",
       "            info[attribute] = Array.from(\n",
       "              decodeBase64(info[&quot;_&quot; + attribute], &quot;float32&quot;),\n",
       "            );\n",
       "          }\n",
       "        }\n",
       "\n",
       "        let pyplot_elements = [\n",
       "          {\n",
       "            type: &quot;scatter3d&quot;,\n",
       "            mode: &quot;markers+text&quot;,\n",
       "            x: info[&quot;marker_x&quot;],\n",
       "            y: info[&quot;marker_y&quot;],\n",
       "            z: info[&quot;marker_z&quot;],\n",
       "            opacity: 1,\n",
       "            text: info[&quot;marker_labels&quot;],\n",
       "            marker: {\n",
       "              size: info[&quot;marker_size&quot;],\n",
       "              color: info[&quot;marker_color&quot;],\n",
       "              colorscale: info[&quot;marker_colorscale&quot;],\n",
       "            },\n",
       "          },\n",
       "        ];\n",
       "\n",
       "        if (!info[&quot;markers_only&quot;]) {\n",
       "          for (let attribute of [&quot;con_x&quot;, &quot;con_y&quot;, &quot;con_z&quot;, &quot;con_w&quot;]) {\n",
       "            if (!(attribute in info)) {\n",
       "              info[attribute] = Array.from(\n",
       "                decodeBase64(info[&quot;_&quot; + attribute], &quot;float32&quot;),\n",
       "              );\n",
       "              for (let i = 2; i &lt; info[attribute].length; i += 3) {\n",
       "                info[attribute][i] = null;\n",
       "              }\n",
       "            }\n",
       "          }\n",
       "          pyplot_elements.push({\n",
       "            type: &quot;scatter3d&quot;,\n",
       "            mode: &quot;lines&quot;,\n",
       "            x: info[&quot;con_x&quot;],\n",
       "            y: info[&quot;con_y&quot;],\n",
       "            z: info[&quot;con_z&quot;],\n",
       "            opacity: 1,\n",
       "            line: {\n",
       "              width: info[&quot;line_width&quot;],\n",
       "              color: info[&quot;con_w&quot;],\n",
       "              colorscale: info[&quot;line_colorscale&quot;],\n",
       "              cmin: info[&quot;line_cmin&quot;],\n",
       "              cmax: info[&quot;line_cmax&quot;],\n",
       "            },\n",
       "          });\n",
       "        }\n",
       "\n",
       "        Plotly.plot(&quot;connectome-plot&quot;, pyplot_elements);\n",
       "      }\n",
       "    &lt;/script&gt;\n",
       "    &lt;script&gt;\n",
       "      $(document).ready(function () {\n",
       "        addPlot();\n",
       "        addConnectome();\n",
       "        $(&quot;#select-view&quot;).change(surfaceRelayout);\n",
       "        $(&quot;#connectome-plot&quot;).mouseup(function () {\n",
       "          $(&quot;#select-view&quot;).val(&quot;custom&quot;);\n",
       "        });\n",
       "        $(window).resize(surfaceRelayout);\n",
       "        $(&quot;#opacity-range&quot;).change(updateOpacity);\n",
       "      });\n",
       "    &lt;/script&gt;\n",
       "  &lt;/head&gt;\n",
       "\n",
       "  &lt;body&gt;\n",
       "    &lt;div id=&quot;connectome-plot&quot;&gt;&lt;/div&gt;\n",
       "    &lt;select id=&quot;select-view&quot;&gt;\n",
       "      &lt;option value=&quot;left&quot;&gt;view: Left&lt;/option&gt;\n",
       "      &lt;option value=&quot;right&quot;&gt;view: Right&lt;/option&gt;\n",
       "      &lt;option value=&quot;front&quot;&gt;view: Front&lt;/option&gt;\n",
       "      &lt;option value=&quot;back&quot;&gt;view: Back&lt;/option&gt;\n",
       "      &lt;option value=&quot;top&quot;&gt;view: Top&lt;/option&gt;\n",
       "      &lt;option value=&quot;bottom&quot;&gt;view: Bottom&lt;/option&gt;\n",
       "      &lt;option value=&quot;custom&quot;&gt;view: -&lt;/option&gt;\n",
       "    &lt;/select&gt;\n",
       "    &lt;input id=&quot;opacity-range&quot; type=&quot;range&quot; min=&quot;0&quot; max=&quot;100&quot; value=&quot;30&quot; /&gt;\n",
       "  &lt;/body&gt;\n",
       "&lt;/html&gt;\n",
       "\" width=\"600\" height=\"400\" frameBorder=\"0\"></iframe>"
      ],
      "text/plain": [
       "<nilearn.plotting.html_connectome.ConnectomeView at 0x7f2ef82d4910>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plotting.view_connectome(correlation_matrix, edge_threshold=0.2,\n",
    "                         node_coords=msdl_atlas.region_coords)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1845a801",
   "metadata": {},
   "source": [
    "## Accounting for noise sources\n",
    "\n",
    "As we've already seen,\n",
    "maskers also allow us to perform other useful operations beyond just masking our data.\n",
    "One important processing step is correcting for measured signals of no interest (e.g., head motion).\n",
    "Our `development_dataset` also includes several of these signals of no interest that were generated during fMRIPrep pre-processing.\n",
    "We can access these with the `confounds` attribute,\n",
    "using `development_dataset.confounds`.\n",
    "\n",
    "Let's quickly check what these look like for our first participant:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e0105860",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>csf</th>\n",
       "      <th>white_matter</th>\n",
       "      <th>global_signal</th>\n",
       "      <th>std_dvars</th>\n",
       "      <th>dvars</th>\n",
       "      <th>framewise_displacement</th>\n",
       "      <th>t_comp_cor_00</th>\n",
       "      <th>t_comp_cor_01</th>\n",
       "      <th>t_comp_cor_02</th>\n",
       "      <th>t_comp_cor_03</th>\n",
       "      <th>...</th>\n",
       "      <th>cosine00</th>\n",
       "      <th>cosine01</th>\n",
       "      <th>cosine02</th>\n",
       "      <th>cosine03</th>\n",
       "      <th>trans_x</th>\n",
       "      <th>trans_y</th>\n",
       "      <th>trans_z</th>\n",
       "      <th>rot_x</th>\n",
       "      <th>rot_y</th>\n",
       "      <th>rot_z</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>439.699409</td>\n",
       "      <td>451.645460</td>\n",
       "      <td>525.387206</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-0.093142</td>\n",
       "      <td>-0.047009</td>\n",
       "      <td>0.110108</td>\n",
       "      <td>-0.132180</td>\n",
       "      <td>...</td>\n",
       "      <td>0.109104</td>\n",
       "      <td>0.109090</td>\n",
       "      <td>0.109066</td>\n",
       "      <td>0.109033</td>\n",
       "      <td>-0.000233</td>\n",
       "      <td>-0.076885</td>\n",
       "      <td>0.062321</td>\n",
       "      <td>0.000732</td>\n",
       "      <td>0.000352</td>\n",
       "      <td>0.000841</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>439.471640</td>\n",
       "      <td>451.103437</td>\n",
       "      <td>525.155030</td>\n",
       "      <td>0.940416</td>\n",
       "      <td>14.937284</td>\n",
       "      <td>0.055543</td>\n",
       "      <td>-0.091190</td>\n",
       "      <td>-0.075796</td>\n",
       "      <td>0.084680</td>\n",
       "      <td>-0.026517</td>\n",
       "      <td>...</td>\n",
       "      <td>0.109066</td>\n",
       "      <td>0.108937</td>\n",
       "      <td>0.108723</td>\n",
       "      <td>0.108423</td>\n",
       "      <td>-0.006187</td>\n",
       "      <td>-0.078395</td>\n",
       "      <td>0.056773</td>\n",
       "      <td>0.000112</td>\n",
       "      <td>0.000187</td>\n",
       "      <td>0.000775</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>439.744498</td>\n",
       "      <td>450.981505</td>\n",
       "      <td>525.324735</td>\n",
       "      <td>0.885710</td>\n",
       "      <td>14.068359</td>\n",
       "      <td>0.054112</td>\n",
       "      <td>-0.051778</td>\n",
       "      <td>-0.012647</td>\n",
       "      <td>-0.014665</td>\n",
       "      <td>0.003982</td>\n",
       "      <td>...</td>\n",
       "      <td>0.108990</td>\n",
       "      <td>0.108632</td>\n",
       "      <td>0.108038</td>\n",
       "      <td>0.107207</td>\n",
       "      <td>-0.000227</td>\n",
       "      <td>-0.069893</td>\n",
       "      <td>0.083102</td>\n",
       "      <td>0.000143</td>\n",
       "      <td>0.000364</td>\n",
       "      <td>0.000716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>440.772620</td>\n",
       "      <td>450.600261</td>\n",
       "      <td>525.606646</td>\n",
       "      <td>0.864385</td>\n",
       "      <td>13.729636</td>\n",
       "      <td>0.057667</td>\n",
       "      <td>-0.025552</td>\n",
       "      <td>0.004938</td>\n",
       "      <td>-0.044833</td>\n",
       "      <td>0.077124</td>\n",
       "      <td>...</td>\n",
       "      <td>0.108875</td>\n",
       "      <td>0.108176</td>\n",
       "      <td>0.107012</td>\n",
       "      <td>0.105391</td>\n",
       "      <td>0.002492</td>\n",
       "      <td>-0.074707</td>\n",
       "      <td>0.060337</td>\n",
       "      <td>0.000202</td>\n",
       "      <td>0.000818</td>\n",
       "      <td>0.000681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>440.115442</td>\n",
       "      <td>450.678959</td>\n",
       "      <td>525.656775</td>\n",
       "      <td>0.830847</td>\n",
       "      <td>13.196932</td>\n",
       "      <td>0.051438</td>\n",
       "      <td>-0.032434</td>\n",
       "      <td>-0.021743</td>\n",
       "      <td>0.003173</td>\n",
       "      <td>0.063508</td>\n",
       "      <td>...</td>\n",
       "      <td>0.108723</td>\n",
       "      <td>0.107567</td>\n",
       "      <td>0.105651</td>\n",
       "      <td>0.102986</td>\n",
       "      <td>-0.000226</td>\n",
       "      <td>-0.084204</td>\n",
       "      <td>0.085079</td>\n",
       "      <td>0.000183</td>\n",
       "      <td>0.000548</td>\n",
       "      <td>0.000682</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          csf  white_matter  global_signal  std_dvars      dvars  \\\n",
       "0  439.699409    451.645460     525.387206   0.000000   0.000000   \n",
       "1  439.471640    451.103437     525.155030   0.940416  14.937284   \n",
       "2  439.744498    450.981505     525.324735   0.885710  14.068359   \n",
       "3  440.772620    450.600261     525.606646   0.864385  13.729636   \n",
       "4  440.115442    450.678959     525.656775   0.830847  13.196932   \n",
       "\n",
       "   framewise_displacement  t_comp_cor_00  t_comp_cor_01  t_comp_cor_02  \\\n",
       "0                0.000000      -0.093142      -0.047009       0.110108   \n",
       "1                0.055543      -0.091190      -0.075796       0.084680   \n",
       "2                0.054112      -0.051778      -0.012647      -0.014665   \n",
       "3                0.057667      -0.025552       0.004938      -0.044833   \n",
       "4                0.051438      -0.032434      -0.021743       0.003173   \n",
       "\n",
       "   t_comp_cor_03  ...  cosine00  cosine01  cosine02  cosine03   trans_x  \\\n",
       "0      -0.132180  ...  0.109104  0.109090  0.109066  0.109033 -0.000233   \n",
       "1      -0.026517  ...  0.109066  0.108937  0.108723  0.108423 -0.006187   \n",
       "2       0.003982  ...  0.108990  0.108632  0.108038  0.107207 -0.000227   \n",
       "3       0.077124  ...  0.108875  0.108176  0.107012  0.105391  0.002492   \n",
       "4       0.063508  ...  0.108723  0.107567  0.105651  0.102986 -0.000226   \n",
       "\n",
       "    trans_y   trans_z     rot_x     rot_y     rot_z  \n",
       "0 -0.076885  0.062321  0.000732  0.000352  0.000841  \n",
       "1 -0.078395  0.056773  0.000112  0.000187  0.000775  \n",
       "2 -0.069893  0.083102  0.000143  0.000364  0.000716  \n",
       "3 -0.074707  0.060337  0.000202  0.000818  0.000681  \n",
       "4 -0.084204  0.085079  0.000183  0.000548  0.000682  \n",
       "\n",
       "[5 rows x 28 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_table(development_dataset.confounds[0]).head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eba67dbf",
   "metadata": {},
   "source": [
    "We can see that there are several different kinds of noise sources included!\n",
    "This is actually a subset of all possible fMRIPrep generated confounds that the Nilearn developers have pre-selected.\n",
    "For most analyses, this list of confounds is reasonable, so we'll use these Nilearn provided defaults.\n",
    "\n",
    ":::{admonition} Never pass the full fMRIPrep confounds to the denoising function.\n",
    ":class: warning\n",
    "\n",
    "In the recent version of nilearn, \n",
    "we implemented function [`load_confounds`](https://nilearn.github.io/stable/modules/generated/nilearn.interfaces.fmriprep.load_confounds.html)\n",
    "and [`load_confounds_strategy`](https://nilearn.github.io/stable/modules/generated/nilearn.interfaces.fmriprep.load_confounds_strategy.html)\n",
    "to help you select confound variables based on existing literature and fMRIPrep documentations.\n",
    "User can select preset denoising strategies and the function will retrieve the relevant regressors. \n",
    "For more information, please refer to the\n",
    "[this nilearn document](https://nilearn.github.io/stable/auto_examples/03_connectivity/plot_signal_extraction.html#sphx-glr-auto-examples-03-connectivity-plot-signal-extraction-py).\n",
    ":::\n",
    "\n",
    "Importantly, we can pass these confounds directly to our masker object:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "8bcba60b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f2ee499ed30>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 700x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corrected_roi_time_series = masker.transform(\n",
    "    development_dataset.func[0], confounds=development_dataset.confounds[0])\n",
    "corrected_correlation_matrix = correlation_measure.fit_transform(\n",
    "    [corrected_roi_time_series])[0]\n",
    "np.fill_diagonal(corrected_correlation_matrix, 0)\n",
    "plotting.plot_matrix(corrected_correlation_matrix, labels=msdl_atlas.labels,\n",
    "                     vmax=0.8, vmin=-0.8, colorbar=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c005976",
   "metadata": {},
   "source": [
    "As before, we can also view this functional connectivity matrix as a connectome:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "596d9901",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<iframe srcdoc=\"&lt;!doctype html&gt;\n",
       "&lt;html lang=&quot;en&quot;&gt;\n",
       "  &lt;head&gt;\n",
       "    &lt;title&gt;Connectome plot&lt;/title&gt;\n",
       "    &lt;meta charset=&quot;UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */\n",
       "!function(e,t){&quot;use strict&quot;;&quot;object&quot;==typeof module&amp;&amp;&quot;object&quot;==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error(&quot;jQuery requires a window with a document&quot;);return t(e)}:t(e)}(&quot;undefined&quot;!=typeof window?window:this,function(C,e){&quot;use strict&quot;;var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return&quot;function&quot;==typeof e&amp;&amp;&quot;number&quot;!=typeof e.nodeType&amp;&amp;&quot;function&quot;!=typeof e.item},x=function(e){return null!=e&amp;&amp;e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement(&quot;script&quot;);if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&amp;&amp;t.getAttribute(r))&amp;&amp;o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+&quot;&quot;:&quot;object&quot;==typeof e||&quot;function&quot;==typeof e?n[o.call(e)]||&quot;object&quot;:typeof e}var f=&quot;3.6.0&quot;,S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&amp;&amp;&quot;length&quot;in e&amp;&amp;e.length,n=w(e);return!m(e)&amp;&amp;!x(e)&amp;&amp;(&quot;array&quot;===n||0===t||&quot;number&quot;==typeof t&amp;&amp;0&lt;t&amp;&amp;t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e&lt;0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e&lt;0?t:0);return this.pushStack(0&lt;=n&amp;&amp;n&lt;t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for(&quot;boolean&quot;==typeof a&amp;&amp;(l=a,a=arguments[s]||{},s++),&quot;object&quot;==typeof a||m(a)||(a={}),s===u&amp;&amp;(a=this,s--);s&lt;u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],&quot;__proto__&quot;!==t&amp;&amp;a!==r&amp;&amp;(l&amp;&amp;r&amp;&amp;(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&amp;&amp;!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&amp;&amp;(a[t]=r));return a},S.extend({expando:&quot;jQuery&quot;+(f+Math.random()).replace(/\\D/g,&quot;&quot;),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||&quot;[object Object]&quot;!==o.call(e))&amp;&amp;(!(t=r(e))||&quot;function&quot;==typeof(n=v.call(t,&quot;constructor&quot;)&amp;&amp;t.constructor)&amp;&amp;a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&amp;&amp;t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r&lt;n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&amp;&amp;(p(Object(e))?S.merge(n,&quot;string&quot;==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r&lt;n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i&lt;o;i++)!t(e[i],i)!==a&amp;&amp;r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o&lt;r;o++)null!=(i=t(e[o],o,n))&amp;&amp;a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&amp;&amp;a.push(i);return g(a)},guid:1,support:y}),&quot;function&quot;==typeof Symbol&amp;&amp;(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each(&quot;Boolean Number String Function Array Date RegExp Object Error Symbol&quot;.split(&quot; &quot;),function(e,t){n[&quot;[object &quot;+t+&quot;]&quot;]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S=&quot;sizzle&quot;+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&amp;&amp;(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n&lt;r;n++)if(e[n]===t)return n;return-1},R=&quot;checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped&quot;,M=&quot;[\\\\x20\\\\t\\\\r\\\\n\\\\f]&quot;,I=&quot;(?:\\\\\\\\[\\\\da-fA-F]{1,6}&quot;+M+&quot;?|\\\\\\\\[^\\\\r\\\\n\\\\f]|[\\\\w-]|[^\\0-\\\\x7f])+&quot;,W=&quot;\\\\[&quot;+M+&quot;*(&quot;+I+&quot;)(?:&quot;+M+&quot;*([*^$|!~]?=)&quot;+M+&quot;*(?:&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;|(&quot;+I+&quot;))|)&quot;+M+&quot;*\\\\]&quot;,F=&quot;:(&quot;+I+&quot;)(?:\\\\(((&#x27;((?:\\\\\\\\.|[^\\\\\\\\&#x27;])*)&#x27;|\\&quot;((?:\\\\\\\\.|[^\\\\\\\\\\&quot;])*)\\&quot;)|((?:\\\\\\\\.|[^\\\\\\\\()[\\\\]]|&quot;+W+&quot;)*)|.*)\\\\)|)&quot;,B=new RegExp(M+&quot;+&quot;,&quot;g&quot;),$=new RegExp(&quot;^&quot;+M+&quot;+|((?:^|[^\\\\\\\\])(?:\\\\\\\\.)*)&quot;+M+&quot;+$&quot;,&quot;g&quot;),_=new RegExp(&quot;^&quot;+M+&quot;*,&quot;+M+&quot;*&quot;),z=new RegExp(&quot;^&quot;+M+&quot;*([&gt;+~]|&quot;+M+&quot;)&quot;+M+&quot;*&quot;),U=new RegExp(M+&quot;|&gt;&quot;),X=new RegExp(F),V=new RegExp(&quot;^&quot;+I+&quot;$&quot;),G={ID:new RegExp(&quot;^#(&quot;+I+&quot;)&quot;),CLASS:new RegExp(&quot;^\\\\.(&quot;+I+&quot;)&quot;),TAG:new RegExp(&quot;^(&quot;+I+&quot;|[*])&quot;),ATTR:new RegExp(&quot;^&quot;+W),PSEUDO:new RegExp(&quot;^&quot;+F),CHILD:new RegExp(&quot;^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\\\(&quot;+M+&quot;*(even|odd|(([+-]|)(\\\\d*)n|)&quot;+M+&quot;*(?:([+-]|)&quot;+M+&quot;*(\\\\d+)|))&quot;+M+&quot;*\\\\)|)&quot;,&quot;i&quot;),bool:new RegExp(&quot;^(?:&quot;+R+&quot;)$&quot;,&quot;i&quot;),needsContext:new RegExp(&quot;^&quot;+M+&quot;*[&gt;+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\\\(&quot;+M+&quot;*((?:-\\\\d)?\\\\d*)&quot;+M+&quot;*\\\\)|)(?=[^-]|$)&quot;,&quot;i&quot;)},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\\d$/i,K=/^[^{]+\\{\\s*\\[native \\w/,Z=/^(?:#([\\w-]+)|(\\w+)|\\.([\\w-]+))$/,ee=/[+~]/,te=new RegExp(&quot;\\\\\\\\[\\\\da-fA-F]{1,6}&quot;+M+&quot;?|\\\\\\\\([^\\\\r\\\\n\\\\f])&quot;,&quot;g&quot;),ne=function(e,t){var n=&quot;0x&quot;+e.slice(1)-65536;return t||(n&lt;0?String.fromCharCode(n+65536):String.fromCharCode(n&gt;&gt;10|55296,1023&amp;n|56320))},re=/([\\0-\\x1f\\x7f]|^-?\\d)|^-$|[^\\0-\\x1f\\x7f-\\uFFFF\\w-]/g,ie=function(e,t){return t?&quot;\\0&quot;===e?&quot;\\ufffd&quot;:e.slice(0,-1)+&quot;\\\\&quot;+e.charCodeAt(e.length-1).toString(16)+&quot; &quot;:&quot;\\\\&quot;+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&amp;&amp;&quot;fieldset&quot;===e.nodeName.toLowerCase()},{dir:&quot;parentNode&quot;,next:&quot;legend&quot;});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&amp;&amp;e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],&quot;string&quot;!=typeof t||!t||1!==p&amp;&amp;9!==p&amp;&amp;11!==p)return n;if(!r&amp;&amp;(T(e),e=e||C,E)){if(11!==p&amp;&amp;(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&amp;&amp;(a=f.getElementById(i))&amp;&amp;y(e,a)&amp;&amp;a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&amp;&amp;d.getElementsByClassName&amp;&amp;e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&amp;&amp;!N[t+&quot; &quot;]&amp;&amp;(!v||!v.test(t))&amp;&amp;(1!==p||&quot;object&quot;!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&amp;&amp;(U.test(t)||z.test(t))){(f=ee.test(t)&amp;&amp;ye(e.parentNode)||e)===e&amp;&amp;d.scope||((s=e.getAttribute(&quot;id&quot;))?s=s.replace(re,ie):e.setAttribute(&quot;id&quot;,s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?&quot;#&quot;+s:&quot;:scope&quot;)+&quot; &quot;+xe(l[o]);c=l.join(&quot;,&quot;)}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&amp;&amp;e.removeAttribute(&quot;id&quot;)}}}return g(t.replace($,&quot;$1&quot;),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+&quot; &quot;)&gt;b.cacheLength&amp;&amp;delete e[r.shift()],e[t+&quot; &quot;]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement(&quot;fieldset&quot;);try{return!!e(t)}catch(e){return!1}finally{t.parentNode&amp;&amp;t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split(&quot;|&quot;),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&amp;&amp;e,r=n&amp;&amp;1===e.nodeType&amp;&amp;1===t.nodeType&amp;&amp;e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return&quot;input&quot;===e.nodeName.toLowerCase()&amp;&amp;e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return(&quot;input&quot;===t||&quot;button&quot;===t)&amp;&amp;e.type===n}}function ge(t){return function(e){return&quot;form&quot;in e?e.parentNode&amp;&amp;!1===e.disabled?&quot;label&quot;in e?&quot;label&quot;in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&amp;&amp;ae(e)===t:e.disabled===t:&quot;label&quot;in e&amp;&amp;e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&amp;&amp;(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&amp;&amp;&quot;undefined&quot;!=typeof e.getElementsByTagName&amp;&amp;e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&amp;&amp;e.namespaceURI,n=e&amp;&amp;(e.ownerDocument||e).documentElement;return!Y.test(t||n&amp;&amp;n.nodeName||&quot;HTML&quot;)},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&amp;&amp;9===r.nodeType&amp;&amp;r.documentElement&amp;&amp;(a=(C=r).documentElement,E=!i(C),p!=C&amp;&amp;(n=C.defaultView)&amp;&amp;n.top!==n&amp;&amp;(n.addEventListener?n.addEventListener(&quot;unload&quot;,oe,!1):n.attachEvent&amp;&amp;n.attachEvent(&quot;onunload&quot;,oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement(&quot;div&quot;)),&quot;undefined&quot;!=typeof e.querySelectorAll&amp;&amp;!e.querySelectorAll(&quot;:scope fieldset div&quot;).length}),d.attributes=ce(function(e){return e.className=&quot;i&quot;,!e.getAttribute(&quot;className&quot;)}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment(&quot;&quot;)),!e.getElementsByTagName(&quot;*&quot;).length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute(&quot;id&quot;)===t}},b.find.ID=function(e,t){if(&quot;undefined&quot;!=typeof t.getElementById&amp;&amp;E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t=&quot;undefined&quot;!=typeof e.getAttributeNode&amp;&amp;e.getAttributeNode(&quot;id&quot;);return t&amp;&amp;t.value===n}},b.find.ID=function(e,t){if(&quot;undefined&quot;!=typeof t.getElementById&amp;&amp;E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode(&quot;id&quot;))&amp;&amp;n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode(&quot;id&quot;))&amp;&amp;n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return&quot;undefined&quot;!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if(&quot;*&quot;===e){while(n=o[i++])1===n.nodeType&amp;&amp;r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&amp;&amp;function(e,t){if(&quot;undefined&quot;!=typeof t.getElementsByClassName&amp;&amp;E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&amp;&amp;(ce(function(e){var t;a.appendChild(e).innerHTML=&quot;&lt;a id=&#x27;&quot;+S+&quot;&#x27;&gt;&lt;/a&gt;&lt;select id=&#x27;&quot;+S+&quot;-\\r\\\\&#x27; msallowcapture=&#x27;&#x27;&gt;&lt;option selected=&#x27;&#x27;&gt;&lt;/option&gt;&lt;/select&gt;&quot;,e.querySelectorAll(&quot;[msallowcapture^=&#x27;&#x27;]&quot;).length&amp;&amp;v.push(&quot;[*^$]=&quot;+M+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),e.querySelectorAll(&quot;[selected]&quot;).length||v.push(&quot;\\\\[&quot;+M+&quot;*(?:value|&quot;+R+&quot;)&quot;),e.querySelectorAll(&quot;[id~=&quot;+S+&quot;-]&quot;).length||v.push(&quot;~=&quot;),(t=C.createElement(&quot;input&quot;)).setAttribute(&quot;name&quot;,&quot;&quot;),e.appendChild(t),e.querySelectorAll(&quot;[name=&#x27;&#x27;]&quot;).length||v.push(&quot;\\\\[&quot;+M+&quot;*name&quot;+M+&quot;*=&quot;+M+&quot;*(?:&#x27;&#x27;|\\&quot;\\&quot;)&quot;),e.querySelectorAll(&quot;:checked&quot;).length||v.push(&quot;:checked&quot;),e.querySelectorAll(&quot;a#&quot;+S+&quot;+*&quot;).length||v.push(&quot;.#.+[+~]&quot;),e.querySelectorAll(&quot;\\\\\\f&quot;),v.push(&quot;[\\\\r\\\\n\\\\f]&quot;)}),ce(function(e){e.innerHTML=&quot;&lt;a href=&#x27;&#x27; disabled=&#x27;disabled&#x27;&gt;&lt;/a&gt;&lt;select disabled=&#x27;disabled&#x27;&gt;&lt;option/&gt;&lt;/select&gt;&quot;;var t=C.createElement(&quot;input&quot;);t.setAttribute(&quot;type&quot;,&quot;hidden&quot;),e.appendChild(t).setAttribute(&quot;name&quot;,&quot;D&quot;),e.querySelectorAll(&quot;[name=d]&quot;).length&amp;&amp;v.push(&quot;name&quot;+M+&quot;*[*^$|!~]?=&quot;),2!==e.querySelectorAll(&quot;:enabled&quot;).length&amp;&amp;v.push(&quot;:enabled&quot;,&quot;:disabled&quot;),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(&quot;:disabled&quot;).length&amp;&amp;v.push(&quot;:enabled&quot;,&quot;:disabled&quot;),e.querySelectorAll(&quot;*,:x&quot;),v.push(&quot;,.*:&quot;)})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&amp;&amp;ce(function(e){d.disconnectedMatch=c.call(e,&quot;*&quot;),c.call(e,&quot;[s!=&#x27;&#x27;]:x&quot;),s.push(&quot;!=&quot;,F)}),v=v.length&amp;&amp;new RegExp(v.join(&quot;|&quot;)),s=s.length&amp;&amp;new RegExp(s.join(&quot;|&quot;)),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&amp;&amp;t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&amp;&amp;16&amp;e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&amp;(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&amp;&amp;t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&amp;&amp;y(p,e)?-1:t==C||t.ownerDocument==p&amp;&amp;y(p,t)?1:u?P(u,e)-P(u,t):0:4&amp;n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&amp;&amp;E&amp;&amp;!N[t+&quot; &quot;]&amp;&amp;(!s||!s.test(t))&amp;&amp;(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&amp;&amp;11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0&lt;se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&amp;&amp;T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&amp;&amp;T(e);var n=b.attrHandle[t.toLowerCase()],r=n&amp;&amp;D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&amp;&amp;r.specified?r.value:null},se.escape=function(e){return(e+&quot;&quot;).replace(re,ie)},se.error=function(e){throw new Error(&quot;Syntax error, unrecognized expression: &quot;+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&amp;&amp;e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&amp;&amp;(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n=&quot;&quot;,r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if(&quot;string&quot;==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{&quot;&gt;&quot;:{dir:&quot;parentNode&quot;,first:!0},&quot; &quot;:{dir:&quot;parentNode&quot;},&quot;+&quot;:{dir:&quot;previousSibling&quot;,first:!0},&quot;~&quot;:{dir:&quot;previousSibling&quot;}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||&quot;&quot;).replace(te,ne),&quot;~=&quot;===e[2]&amp;&amp;(e[3]=&quot; &quot;+e[3]+&quot; &quot;),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),&quot;nth&quot;===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*(&quot;even&quot;===e[3]||&quot;odd&quot;===e[3])),e[5]=+(e[7]+e[8]||&quot;odd&quot;===e[3])):e[3]&amp;&amp;se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&amp;&amp;e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||&quot;&quot;:n&amp;&amp;X.test(n)&amp;&amp;(t=h(n,!0))&amp;&amp;(t=n.indexOf(&quot;)&quot;,n.length-t)-n.length)&amp;&amp;(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return&quot;*&quot;===e?function(){return!0}:function(e){return e.nodeName&amp;&amp;e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+&quot; &quot;];return t||(t=new RegExp(&quot;(^|&quot;+M+&quot;)&quot;+e+&quot;(&quot;+M+&quot;|$)&quot;))&amp;&amp;m(e,function(e){return t.test(&quot;string&quot;==typeof e.className&amp;&amp;e.className||&quot;undefined&quot;!=typeof e.getAttribute&amp;&amp;e.getAttribute(&quot;class&quot;)||&quot;&quot;)})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?&quot;!=&quot;===r:!r||(t+=&quot;&quot;,&quot;=&quot;===r?t===i:&quot;!=&quot;===r?t!==i:&quot;^=&quot;===r?i&amp;&amp;0===t.indexOf(i):&quot;*=&quot;===r?i&amp;&amp;-1&lt;t.indexOf(i):&quot;$=&quot;===r?i&amp;&amp;t.slice(-i.length)===i:&quot;~=&quot;===r?-1&lt;(&quot; &quot;+t.replace(B,&quot; &quot;)+&quot; &quot;).indexOf(i):&quot;|=&quot;===r&amp;&amp;(t===i||t.slice(0,i.length+1)===i+&quot;-&quot;))}},CHILD:function(h,e,t,g,v){var y=&quot;nth&quot;!==h.slice(0,3),m=&quot;last&quot;!==h.slice(-4),x=&quot;of-type&quot;===e;return 1===g&amp;&amp;0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?&quot;nextSibling&quot;:&quot;previousSibling&quot;,c=e.parentNode,f=x&amp;&amp;e.nodeName.toLowerCase(),p=!n&amp;&amp;!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l=&quot;only&quot;===h&amp;&amp;!u&amp;&amp;&quot;nextSibling&quot;}return!0}if(u=[m?c.firstChild:c.lastChild],m&amp;&amp;p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&amp;&amp;r[1])&amp;&amp;r[2],a=s&amp;&amp;c.childNodes[s];while(a=++s&amp;&amp;a&amp;&amp;a[l]||(d=s=0)||u.pop())if(1===a.nodeType&amp;&amp;++d&amp;&amp;a===e){i[h]=[k,s,d];break}}else if(p&amp;&amp;(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&amp;&amp;r[1]),!1===d)while(a=++s&amp;&amp;a&amp;&amp;a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&amp;&amp;++d&amp;&amp;(p&amp;&amp;((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&amp;&amp;0&lt;=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error(&quot;unsupported pseudo: &quot;+e);return a[S]?a(o):1&lt;a.length?(t=[e,e,&quot;&quot;,o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,&quot;$1&quot;));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&amp;&amp;(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0&lt;se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1&lt;(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||&quot;&quot;)||se.error(&quot;unsupported lang: &quot;+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute(&quot;xml:lang&quot;)||e.getAttribute(&quot;lang&quot;))return(t=t.toLowerCase())===n||0===t.indexOf(n+&quot;-&quot;)}while((e=e.parentNode)&amp;&amp;1===e.nodeType);return!1}}),target:function(e){var t=n.location&amp;&amp;n.location.hash;return t&amp;&amp;t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&amp;&amp;(!C.hasFocus||C.hasFocus())&amp;&amp;!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return&quot;input&quot;===t&amp;&amp;!!e.checked||&quot;option&quot;===t&amp;&amp;!!e.selected},selected:function(e){return e.parentNode&amp;&amp;e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType&lt;6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return&quot;input&quot;===t&amp;&amp;&quot;button&quot;===e.type||&quot;button&quot;===t},text:function(e){var t;return&quot;input&quot;===e.nodeName.toLowerCase()&amp;&amp;&quot;text&quot;===e.type&amp;&amp;(null==(t=e.getAttribute(&quot;type&quot;))||&quot;text&quot;===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n&lt;0?n+t:n]}),even:ve(function(e,t){for(var n=0;n&lt;t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n&lt;t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n&lt;0?n+t:t&lt;n?t:n;0&lt;=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n&lt;0?n+t:n;++r&lt;t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r=&quot;&quot;;t&lt;n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&amp;&amp;&quot;parentNode&quot;===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&amp;&amp;s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&amp;&amp;l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&amp;&amp;r[0]===k&amp;&amp;r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1&lt;i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s&lt;u;s++)(o=e[s])&amp;&amp;(n&amp;&amp;!n(o,r,i)||(a.push(o),l&amp;&amp;t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&amp;&amp;!v[S]&amp;&amp;(v=Ce(v)),y&amp;&amp;!y[S]&amp;&amp;(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r&lt;i;r++)se(e,t[r],n);return n}(h||&quot;*&quot;,n.nodeType?[n]:n,[]),f=!d||!e&amp;&amp;h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&amp;&amp;g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&amp;&amp;(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&amp;&amp;i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&amp;&amp;-1&lt;(i=y?P(e,a):s[o])&amp;&amp;(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[&quot; &quot;],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1&lt;P(i,e)},a,!0),c=[function(e,t,n){var r=!o&amp;&amp;(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s&lt;r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n&lt;r;n++)if(b.relative[e[n].type])break;return Ce(1&lt;s&amp;&amp;we(c),1&lt;s&amp;&amp;xe(e.slice(0,s-1).concat({value:&quot; &quot;===e[s-2].type?&quot;*&quot;:&quot;&quot;})).replace($,&quot;$1&quot;),t,s&lt;n&amp;&amp;Ee(e.slice(s,n)),n&lt;r&amp;&amp;Ee(e=e.slice(n)),n&lt;r&amp;&amp;xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+&quot; &quot;];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&amp;&amp;!(r=_.exec(a))||(r&amp;&amp;(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&amp;&amp;(n=r.shift(),i.push({value:n,type:r[0].replace($,&quot; &quot;)}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&amp;&amp;!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+&quot; &quot;];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0&lt;(y=i).length,x=0&lt;v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l=&quot;0&quot;,c=e&amp;&amp;[],f=[],p=w,d=e||x&amp;&amp;b.find.TAG(&quot;*&quot;,i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&amp;&amp;(w=t==C||t||i);l!==g&amp;&amp;null!=(o=d[l]);l++){if(x&amp;&amp;o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&amp;&amp;(k=h)}m&amp;&amp;((o=!s&amp;&amp;o)&amp;&amp;u--,e&amp;&amp;c.push(o))}if(u+=l,m&amp;&amp;l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0&lt;u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&amp;&amp;!e&amp;&amp;0&lt;f.length&amp;&amp;1&lt;u+y.length&amp;&amp;se.uniqueSort(r)}return i&amp;&amp;(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l=&quot;function&quot;==typeof e&amp;&amp;e,c=!r&amp;&amp;h(e=l.selector||e);if(n=n||[],1===c.length){if(2&lt;(o=c[0]=c[0].slice(0)).length&amp;&amp;&quot;ID&quot;===(a=o[0]).type&amp;&amp;9===t.nodeType&amp;&amp;E&amp;&amp;b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&amp;&amp;(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&amp;&amp;(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&amp;&amp;ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&amp;&amp;xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&amp;&amp;ye(t.parentNode)||t),n},d.sortStable=S.split(&quot;&quot;).sort(j).join(&quot;&quot;)===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&amp;e.compareDocumentPosition(C.createElement(&quot;fieldset&quot;))}),ce(function(e){return e.innerHTML=&quot;&lt;a href=&#x27;#&#x27;&gt;&lt;/a&gt;&quot;,&quot;#&quot;===e.firstChild.getAttribute(&quot;href&quot;)})||fe(&quot;type|href|height|width&quot;,function(e,t,n){if(!n)return e.getAttribute(t,&quot;type&quot;===t.toLowerCase()?1:2)}),d.attributes&amp;&amp;ce(function(e){return e.innerHTML=&quot;&lt;input/&gt;&quot;,e.firstChild.setAttribute(&quot;value&quot;,&quot;&quot;),&quot;&quot;===e.firstChild.getAttribute(&quot;value&quot;)})||fe(&quot;value&quot;,function(e,t,n){if(!n&amp;&amp;&quot;input&quot;===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute(&quot;disabled&quot;)})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&amp;&amp;r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[&quot;:&quot;]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&amp;&amp;9!==e.nodeType)if(1===e.nodeType){if(i&amp;&amp;S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&amp;&amp;e!==t&amp;&amp;n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&amp;&amp;e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^&lt;([a-z][^\\/\\0&gt;:\\x20\\t\\r\\n\\f]*)[\\x20\\t\\r\\n\\f]*\\/?&gt;(?:&lt;\\/\\1&gt;|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):&quot;string&quot;!=typeof n?S.grep(e,function(e){return-1&lt;i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&amp;&amp;(e=&quot;:not(&quot;+e+&quot;)&quot;),1===t.length&amp;&amp;1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if(&quot;string&quot;!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t&lt;r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t&lt;r;t++)S.find(e,i[t],n);return 1&lt;r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,&quot;string&quot;==typeof e&amp;&amp;k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\\s*(&lt;[\\w\\W]+&gt;)[^&gt;]*|#([\\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,&quot;string&quot;==typeof e){if(!(r=&quot;&lt;&quot;===e[0]&amp;&amp;&quot;&gt;&quot;===e[e.length-1]&amp;&amp;3&lt;=e.length?[null,e,null]:q.exec(e))||!r[1]&amp;&amp;t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&amp;&amp;t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&amp;&amp;S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&amp;&amp;(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&amp;&amp;1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e&lt;n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a=&quot;string&quot;!=typeof e&amp;&amp;S(e);if(!k.test(e))for(;r&lt;i;r++)for(n=this[r];n&amp;&amp;n!==t;n=n.parentNode)if(n.nodeType&lt;11&amp;&amp;(a?-1&lt;a.index(n):1===n.nodeType&amp;&amp;S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1&lt;o.length?S.uniqueSort(o):o)},index:function(e){return e?&quot;string&quot;==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&amp;&amp;this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&amp;&amp;11!==t.nodeType?t:null},parents:function(e){return h(e,&quot;parentNode&quot;)},parentsUntil:function(e,t,n){return h(e,&quot;parentNode&quot;,n)},next:function(e){return O(e,&quot;nextSibling&quot;)},prev:function(e){return O(e,&quot;previousSibling&quot;)},nextAll:function(e){return h(e,&quot;nextSibling&quot;)},prevAll:function(e){return h(e,&quot;previousSibling&quot;)},nextUntil:function(e,t,n){return h(e,&quot;nextSibling&quot;,n)},prevUntil:function(e,t,n){return h(e,&quot;previousSibling&quot;,n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&amp;&amp;r(e.contentDocument)?e.contentDocument:(A(e,&quot;template&quot;)&amp;&amp;(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return&quot;Until&quot;!==r.slice(-5)&amp;&amp;(t=e),t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;(n=S.filter(t,n)),1&lt;this.length&amp;&amp;(H[r]||S.uniqueSort(n),L.test(r)&amp;&amp;n.reverse()),this.pushStack(n)}});var P=/[^\\x20\\t\\r\\n\\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&amp;&amp;m(i=e.promise)?i.call(e).done(t).fail(n):e&amp;&amp;m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r=&quot;string&quot;==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l&lt;s.length)!1===s[l].apply(t[0],t[1])&amp;&amp;r.stopOnFalse&amp;&amp;(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&amp;&amp;(s=t?[]:&quot;&quot;)},f={add:function(){return s&amp;&amp;(t&amp;&amp;!i&amp;&amp;(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&amp;&amp;f.has(t)||s.push(t):t&amp;&amp;t.length&amp;&amp;&quot;string&quot;!==w(t)&amp;&amp;n(t)})}(arguments),t&amp;&amp;!i&amp;&amp;c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1&lt;(n=S.inArray(t,s,n)))s.splice(n,1),n&lt;=l&amp;&amp;l--}),this},has:function(e){return e?-1&lt;S.inArray(e,s):0&lt;s.length},empty:function(){return s&amp;&amp;(s=[]),this},disable:function(){return a=u=[],s=t=&quot;&quot;,this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=&quot;&quot;),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[[&quot;notify&quot;,&quot;progress&quot;,S.Callbacks(&quot;memory&quot;),S.Callbacks(&quot;memory&quot;),2],[&quot;resolve&quot;,&quot;done&quot;,S.Callbacks(&quot;once memory&quot;),S.Callbacks(&quot;once memory&quot;),0,&quot;resolved&quot;],[&quot;reject&quot;,&quot;fail&quot;,S.Callbacks(&quot;once memory&quot;),S.Callbacks(&quot;once memory&quot;),1,&quot;rejected&quot;]],i=&quot;pending&quot;,a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},&quot;catch&quot;:function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&amp;&amp;i[t[4]];s[t[1]](function(){var e=n&amp;&amp;n.apply(this,arguments);e&amp;&amp;m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+&quot;With&quot;](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i&lt;u)){if((e=a.apply(n,r))===o.promise())throw new TypeError(&quot;Thenable self-resolution&quot;);t=e&amp;&amp;(&quot;object&quot;==typeof e||&quot;function&quot;==typeof e)&amp;&amp;e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&amp;&amp;(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&amp;&amp;S.Deferred.exceptionHook(e,t.stackTrace),u&lt;=i+1&amp;&amp;(a!==M&amp;&amp;(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&amp;&amp;(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&amp;&amp;n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+&quot;With&quot;](this===s?void 0:this,arguments),this},s[t[0]+&quot;With&quot;]=n.fireWith}),a.promise(s),e&amp;&amp;e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1&lt;arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n&lt;=1&amp;&amp;(I(e,o.done(a(t)).resolve,o.reject,!n),&quot;pending&quot;===o.state()||m(i[t]&amp;&amp;i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&amp;&amp;C.console.warn&amp;&amp;e&amp;&amp;W.test(e.name)&amp;&amp;C.console.warn(&quot;jQuery.Deferred exception: &quot;+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener(&quot;DOMContentLoaded&quot;,B),C.removeEventListener(&quot;load&quot;,B),S.ready()}S.fn.ready=function(e){return F.then(e)[&quot;catch&quot;](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&amp;&amp;0&lt;--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,&quot;complete&quot;===E.readyState||&quot;loading&quot;!==E.readyState&amp;&amp;!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener(&quot;DOMContentLoaded&quot;,B),C.addEventListener(&quot;load&quot;,B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if(&quot;object&quot;===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&amp;&amp;(i=!0,m(r)||(a=!0),l&amp;&amp;(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s&lt;u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,&quot;ms-&quot;).replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&amp;&amp;(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if(&quot;string&quot;==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&amp;&amp;e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&amp;&amp;(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&amp;&amp;!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\\{[\\w\\W]*\\}|\\[[\\w\\W]*\\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&amp;&amp;1===e.nodeType)if(r=&quot;data-&quot;+t.replace(K,&quot;-$&amp;&quot;).toLowerCase(),&quot;string&quot;==typeof(n=e.getAttribute(r))){try{n=&quot;true&quot;===(i=n)||&quot;false&quot;!==i&amp;&amp;(&quot;null&quot;===i?null:i===+i+&quot;&quot;?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&amp;&amp;o.attributes;if(void 0===n){if(this.length&amp;&amp;(i=Q.get(o),1===o.nodeType&amp;&amp;!Y.get(o,&quot;hasDataAttrs&quot;))){t=a.length;while(t--)a[t]&amp;&amp;0===(r=a[t].name).indexOf(&quot;data-&quot;)&amp;&amp;(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,&quot;hasDataAttrs&quot;,!0)}return i}return&quot;object&quot;==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&amp;&amp;void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1&lt;arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||&quot;fx&quot;)+&quot;queue&quot;,r=Y.get(e,t),n&amp;&amp;(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||&quot;fx&quot;;var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);&quot;inprogress&quot;===i&amp;&amp;(i=n.shift(),r--),i&amp;&amp;(&quot;fx&quot;===t&amp;&amp;n.unshift(&quot;inprogress&quot;),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&amp;&amp;o&amp;&amp;o.empty.fire()},_queueHooks:function(e,t){var n=t+&quot;queueHooks&quot;;return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks(&quot;once memory&quot;).add(function(){Y.remove(e,[t+&quot;queue&quot;,n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return&quot;string&quot;!=typeof t&amp;&amp;(n=t,t=&quot;fx&quot;,e--),arguments.length&lt;e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),&quot;fx&quot;===t&amp;&amp;&quot;inprogress&quot;!==e[0]&amp;&amp;S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||&quot;fx&quot;,[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};&quot;string&quot;!=typeof e&amp;&amp;(t=e,e=void 0),e=e||&quot;fx&quot;;while(a--)(n=Y.get(o[a],e+&quot;queueHooks&quot;))&amp;&amp;n.empty&amp;&amp;(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\\d*\\.|)\\d+(?:[eE][+-]?\\d+|)/.source,te=new RegExp(&quot;^(?:([+-])=|)(&quot;+ee+&quot;)([a-z%]*)$&quot;,&quot;i&quot;),ne=[&quot;Top&quot;,&quot;Right&quot;,&quot;Bottom&quot;,&quot;Left&quot;],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&amp;&amp;(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return&quot;none&quot;===(e=t||e).style.display||&quot;&quot;===e.style.display&amp;&amp;ie(e)&amp;&amp;&quot;none&quot;===S.css(e,&quot;display&quot;)};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,&quot;&quot;)},u=s(),l=n&amp;&amp;n[3]||(S.cssNumber[t]?&quot;&quot;:&quot;px&quot;),c=e.nodeType&amp;&amp;(S.cssNumber[t]||&quot;px&quot;!==l&amp;&amp;+u)&amp;&amp;te.exec(S.css(e,t));if(c&amp;&amp;c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))&lt;=0&amp;&amp;(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&amp;&amp;(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&amp;&amp;(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c&lt;f;c++)(r=e[c]).style&amp;&amp;(n=r.style.display,t?(&quot;none&quot;===n&amp;&amp;(l[c]=Y.get(r,&quot;display&quot;)||null,l[c]||(r.style.display=&quot;&quot;)),&quot;&quot;===r.style.display&amp;&amp;ae(r)&amp;&amp;(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,&quot;display&quot;),o.parentNode.removeChild(o),&quot;none&quot;===u&amp;&amp;(u=&quot;block&quot;),ue[s]=u)))):&quot;none&quot;!==n&amp;&amp;(l[c]=&quot;none&quot;,Y.set(r,&quot;display&quot;,n)));for(c=0;c&lt;f;c++)null!=l[c]&amp;&amp;(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return&quot;boolean&quot;==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/&lt;([a-z][^\\/\\0&gt;\\x20\\t\\r\\n\\f]*)/i,he=/^$|^module$|\\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement(&quot;div&quot;)),(fe=E.createElement(&quot;input&quot;)).setAttribute(&quot;type&quot;,&quot;radio&quot;),fe.setAttribute(&quot;checked&quot;,&quot;checked&quot;),fe.setAttribute(&quot;name&quot;,&quot;t&quot;),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML=&quot;&lt;textarea&gt;x&lt;/textarea&gt;&quot;,y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML=&quot;&lt;option&gt;&lt;/option&gt;&quot;,y.option=!!ce.lastChild;var ge={thead:[1,&quot;&lt;table&gt;&quot;,&quot;&lt;/table&gt;&quot;],col:[2,&quot;&lt;table&gt;&lt;colgroup&gt;&quot;,&quot;&lt;/colgroup&gt;&lt;/table&gt;&quot;],tr:[2,&quot;&lt;table&gt;&lt;tbody&gt;&quot;,&quot;&lt;/tbody&gt;&lt;/table&gt;&quot;],td:[3,&quot;&lt;table&gt;&lt;tbody&gt;&lt;tr&gt;&quot;,&quot;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&quot;],_default:[0,&quot;&quot;,&quot;&quot;]};function ve(e,t){var n;return n=&quot;undefined&quot;!=typeof e.getElementsByTagName?e.getElementsByTagName(t||&quot;*&quot;):&quot;undefined&quot;!=typeof e.querySelectorAll?e.querySelectorAll(t||&quot;*&quot;):[],void 0===t||t&amp;&amp;A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n&lt;r;n++)Y.set(e[n],&quot;globalEval&quot;,!t||Y.get(t[n],&quot;globalEval&quot;))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,&quot;&lt;select multiple=&#x27;multiple&#x27;&gt;&quot;,&quot;&lt;/select&gt;&quot;]);var me=/&lt;|&amp;#?\\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d&lt;h;d++)if((o=e[d])||0===o)if(&quot;object&quot;===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement(&quot;div&quot;)),s=(de.exec(o)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=&quot;&quot;}else p.push(t.createTextNode(o));f.textContent=&quot;&quot;,d=0;while(o=p[d++])if(r&amp;&amp;-1&lt;S.inArray(o,r))i&amp;&amp;i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),&quot;script&quot;),l&amp;&amp;ye(a),n){c=0;while(o=a[c++])he.test(o.type||&quot;&quot;)&amp;&amp;n.push(o)}return f}var be=/^([^.]*)(?:\\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==(&quot;focus&quot;===t)}function Ee(e,t,n,r,i,o){var a,s;if(&quot;object&quot;==typeof t){for(s in&quot;string&quot;!=typeof n&amp;&amp;(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&amp;&amp;null==i?(i=n,r=n=void 0):null==i&amp;&amp;(&quot;string&quot;==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&amp;&amp;(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&amp;e.isTrigger&amp;&amp;this[i]){if(r.length)(S.event.special[i]||{}).delegateType&amp;&amp;e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&amp;&amp;n.value}else r.length&amp;&amp;(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&amp;&amp;S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&amp;&amp;(n=(o=n).handler,i=o.selector),i&amp;&amp;S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return&quot;undefined&quot;!=typeof S&amp;&amp;S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||&quot;&quot;).match(P)||[&quot;&quot;]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||&quot;&quot;).split(&quot;.&quot;).sort(),d&amp;&amp;(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&amp;&amp;S.expr.match.needsContext.test(i),namespace:h.join(&quot;.&quot;)},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&amp;&amp;!1!==f.setup.call(t,r,h,a)||t.addEventListener&amp;&amp;t.addEventListener(d,a)),f.add&amp;&amp;(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&amp;&amp;Y.get(e);if(v&amp;&amp;(u=v.events)){l=(t=(t||&quot;&quot;).match(P)||[&quot;&quot;]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||&quot;&quot;).split(&quot;.&quot;).sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&amp;&amp;new RegExp(&quot;(^|\\\\.)&quot;+h.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;),a=o=p.length;while(o--)c=p[o],!i&amp;&amp;g!==c.origType||n&amp;&amp;n.guid!==c.guid||s&amp;&amp;!s.test(c.namespace)||r&amp;&amp;r!==c.selector&amp;&amp;(&quot;**&quot;!==r||!c.selector)||(p.splice(o,1),c.selector&amp;&amp;p.delegateCount--,f.remove&amp;&amp;f.remove.call(e,c));a&amp;&amp;!p.length&amp;&amp;(f.teardown&amp;&amp;!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&amp;&amp;Y.remove(e,&quot;handle events&quot;)}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,&quot;events&quot;)||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t&lt;arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&amp;&amp;!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&amp;&amp;!u.isImmediatePropagationStopped())u.rnamespace&amp;&amp;!1!==o.namespace&amp;&amp;!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&amp;&amp;!1===(u.result=r)&amp;&amp;(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&amp;&amp;c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&amp;&amp;l.nodeType&amp;&amp;!(&quot;click&quot;===e.type&amp;&amp;1&lt;=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&amp;&amp;(&quot;click&quot;!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n&lt;u;n++)void 0===a[i=(r=t[n]).selector+&quot; &quot;]&amp;&amp;(a[i]=r.needsContext?-1&lt;S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&amp;&amp;o.push(r);o.length&amp;&amp;s.push({elem:l,handlers:o})}return l=this,u&lt;t.length&amp;&amp;s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Se(t,&quot;click&quot;,we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Se(t,&quot;click&quot;),!0},_default:function(e){var t=e.target;return pe.test(t.type)&amp;&amp;t.click&amp;&amp;A(t,&quot;input&quot;)&amp;&amp;Y.get(t,&quot;click&quot;)||A(t,&quot;a&quot;)}},beforeunload:{postDispatch:function(e){void 0!==e.result&amp;&amp;e.originalEvent&amp;&amp;(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&amp;&amp;e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&amp;&amp;e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&amp;&amp;!1===e.returnValue?we:Te,this.target=e.target&amp;&amp;3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&amp;&amp;S.extend(this,t),this.timeStamp=e&amp;&amp;e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&amp;&amp;!this.isSimulated&amp;&amp;e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,&quot;char&quot;:!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:&quot;mouseover&quot;,mouseleave:&quot;mouseout&quot;,pointerenter:&quot;pointerover&quot;,pointerleave:&quot;pointerout&quot;},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&amp;&amp;(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&amp;&amp;e.preventDefault&amp;&amp;e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+&quot;.&quot;+r.namespace:r.origType,r.selector,r.handler),this;if(&quot;object&quot;==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&amp;&amp;&quot;function&quot;!=typeof t||(n=t,t=void 0),!1===n&amp;&amp;(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/&lt;script|&lt;style|&lt;link/i,Ae=/checked\\s*(?:[^=]|=\\s*.checked.)/i,Ne=/^\\s*&lt;!(?:\\[CDATA\\[|--)|(?:\\]\\]|--)&gt;\\s*$/g;function je(e,t){return A(e,&quot;table&quot;)&amp;&amp;A(11!==t.nodeType?t:t.firstChild,&quot;tr&quot;)&amp;&amp;S(e).children(&quot;tbody&quot;)[0]||e}function De(e){return e.type=(null!==e.getAttribute(&quot;type&quot;))+&quot;/&quot;+e.type,e}function qe(e){return&quot;true/&quot;===(e.type||&quot;&quot;).slice(0,5)?e.type=e.type.slice(5):e.removeAttribute(&quot;type&quot;),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&amp;&amp;(s=Y.get(e).events))for(i in Y.remove(t,&quot;handle events&quot;),s)for(n=0,r=s[i].length;n&lt;r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&amp;&amp;(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1&lt;f&amp;&amp;&quot;string&quot;==typeof d&amp;&amp;!y.checkClone&amp;&amp;Ae.test(d))return n.each(function(e){var t=n.eq(e);h&amp;&amp;(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&amp;&amp;(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&amp;&amp;(e=t),t||o)){for(s=(a=S.map(ve(e,&quot;script&quot;),De)).length;c&lt;f;c++)u=e,c!==p&amp;&amp;(u=S.clone(u,!0,!0),s&amp;&amp;S.merge(a,ve(u,&quot;script&quot;))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c&lt;s;c++)u=a[c],he.test(u.type||&quot;&quot;)&amp;&amp;!Y.access(u,&quot;globalEval&quot;)&amp;&amp;S.contains(l,u)&amp;&amp;(u.src&amp;&amp;&quot;module&quot;!==(u.type||&quot;&quot;).toLowerCase()?S._evalUrl&amp;&amp;!u.noModule&amp;&amp;S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute(&quot;nonce&quot;)},l):b(u.textContent.replace(Ne,&quot;&quot;),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&amp;&amp;(n&amp;&amp;ie(r)&amp;&amp;ye(ve(r,&quot;script&quot;)),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&amp;&amp;11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r&lt;i;r++)s=o[r],u=a[r],void 0,&quot;input&quot;===(l=u.nodeName.toLowerCase())&amp;&amp;pe.test(s.type)?u.checked=s.checked:&quot;input&quot;!==l&amp;&amp;&quot;textarea&quot;!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r&lt;i;r++)Le(o[r],a[r]);else Le(e,c);return 0&lt;(a=ve(c,&quot;script&quot;)).length&amp;&amp;ye(a,!f&amp;&amp;ve(e,&quot;script&quot;)),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&amp;&amp;(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&amp;&amp;11!==this.nodeType&amp;&amp;9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&amp;&amp;11!==this.nodeType&amp;&amp;9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&amp;&amp;this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&amp;&amp;this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&amp;&amp;(S.cleanData(ve(e,!1)),e.textContent=&quot;&quot;);return this},clone:function(e,t){return e=null!=e&amp;&amp;e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&amp;&amp;1===t.nodeType)return t.innerHTML;if(&quot;string&quot;==typeof e&amp;&amp;!ke.test(e)&amp;&amp;!ge[(de.exec(e)||[&quot;&quot;,&quot;&quot;])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n&lt;r;n++)1===(t=this[n]||{}).nodeType&amp;&amp;(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&amp;&amp;this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)&lt;0&amp;&amp;(S.cleanData(ve(this)),t&amp;&amp;t.replaceChild(e,this))},n)}}),S.each({appendTo:&quot;append&quot;,prependTo:&quot;prepend&quot;,insertBefore:&quot;before&quot;,insertAfter:&quot;after&quot;,replaceAll:&quot;replaceWith&quot;},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o&lt;=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp(&quot;^(&quot;+ee+&quot;)(?!px)[a-z%]+$&quot;,&quot;i&quot;),Re=function(e){var t=e.ownerDocument.defaultView;return t&amp;&amp;t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join(&quot;|&quot;),&quot;i&quot;);function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&amp;&amp;(&quot;&quot;!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&amp;&amp;Pe.test(a)&amp;&amp;Ie.test(t)&amp;&amp;(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+&quot;&quot;:a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText=&quot;position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0&quot;,l.style.cssText=&quot;position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%&quot;,re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n=&quot;1%&quot;!==e.top,s=12===t(e.marginLeft),l.style.right=&quot;60%&quot;,o=36===t(e.right),r=36===t(e.width),l.style.position=&quot;absolute&quot;,i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement(&quot;div&quot;),l=E.createElement(&quot;div&quot;);l.style&amp;&amp;(l.style.backgroundClip=&quot;content-box&quot;,l.cloneNode(!0).style.backgroundClip=&quot;&quot;,y.clearCloneStyle=&quot;content-box&quot;===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&amp;&amp;(e=E.createElement(&quot;table&quot;),t=E.createElement(&quot;tr&quot;),n=E.createElement(&quot;div&quot;),e.style.cssText=&quot;position:absolute;left:-11111px;border-collapse:separate&quot;,t.style.cssText=&quot;border:1px solid&quot;,t.style.height=&quot;1px&quot;,n.style.height=&quot;9px&quot;,n.style.display=&quot;block&quot;,re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=[&quot;Webkit&quot;,&quot;Moz&quot;,&quot;ms&quot;],$e=E.createElement(&quot;div&quot;).style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:&quot;absolute&quot;,visibility:&quot;hidden&quot;,display:&quot;block&quot;},Ge={letterSpacing:&quot;0&quot;,fontWeight:&quot;400&quot;};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||&quot;px&quot;):t}function Qe(e,t,n,r,i,o){var a=&quot;width&quot;===t?1:0,s=0,u=0;if(n===(r?&quot;border&quot;:&quot;content&quot;))return 0;for(;a&lt;4;a+=2)&quot;margin&quot;===n&amp;&amp;(u+=S.css(e,n+ne[a],!0,i)),r?(&quot;content&quot;===n&amp;&amp;(u-=S.css(e,&quot;padding&quot;+ne[a],!0,i)),&quot;margin&quot;!==n&amp;&amp;(u-=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i))):(u+=S.css(e,&quot;padding&quot;+ne[a],!0,i),&quot;padding&quot;!==n?u+=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i):s+=S.css(e,&quot;border&quot;+ne[a]+&quot;Width&quot;,!0,i));return!r&amp;&amp;0&lt;=o&amp;&amp;(u+=Math.max(0,Math.ceil(e[&quot;offset&quot;+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&amp;&amp;&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,r),o=i,a=We(e,t,r),s=&quot;offset&quot;+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a=&quot;auto&quot;}return(!y.boxSizingReliable()&amp;&amp;i||!y.reliableTrDimensions()&amp;&amp;A(e,&quot;tr&quot;)||&quot;auto&quot;===a||!parseFloat(a)&amp;&amp;&quot;inline&quot;===S.css(e,&quot;display&quot;,!1,r))&amp;&amp;e.getClientRects().length&amp;&amp;(i=&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,r),(o=s in e)&amp;&amp;(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?&quot;border&quot;:&quot;content&quot;),o,r,a)+&quot;px&quot;}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,&quot;opacity&quot;);return&quot;&quot;===n?&quot;1&quot;:n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&amp;&amp;3!==e.nodeType&amp;&amp;8!==e.nodeType&amp;&amp;e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&amp;&amp;&quot;get&quot;in a&amp;&amp;void 0!==(i=a.get(e,!1,r))?i:l[t];&quot;string&quot;===(o=typeof n)&amp;&amp;(i=te.exec(n))&amp;&amp;i[1]&amp;&amp;(n=se(e,t,i),o=&quot;number&quot;),null!=n&amp;&amp;n==n&amp;&amp;(&quot;number&quot;!==o||u||(n+=i&amp;&amp;i[3]||(S.cssNumber[s]?&quot;&quot;:&quot;px&quot;)),y.clearCloneStyle||&quot;&quot;!==n||0!==t.indexOf(&quot;background&quot;)||(l[t]=&quot;inherit&quot;),a&amp;&amp;&quot;set&quot;in a&amp;&amp;void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&amp;&amp;&quot;get&quot;in a&amp;&amp;(i=a.get(e,!0,n)),void 0===i&amp;&amp;(i=We(e,t,r)),&quot;normal&quot;===i&amp;&amp;t in Ge&amp;&amp;(i=Ge[t]),&quot;&quot;===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each([&quot;height&quot;,&quot;width&quot;],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,&quot;display&quot;))||e.getClientRects().length&amp;&amp;e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&amp;&amp;&quot;absolute&quot;===i.position,a=(o||n)&amp;&amp;&quot;border-box&quot;===S.css(e,&quot;boxSizing&quot;,!1,i),s=n?Qe(e,u,n,a,i):0;return a&amp;&amp;o&amp;&amp;(s-=Math.ceil(e[&quot;offset&quot;+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,&quot;border&quot;,!1,i)-.5)),s&amp;&amp;(r=te.exec(t))&amp;&amp;&quot;px&quot;!==(r[3]||&quot;px&quot;)&amp;&amp;(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,&quot;marginLeft&quot;))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+&quot;px&quot;}),S.each({margin:&quot;&quot;,padding:&quot;&quot;,border:&quot;Width&quot;},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r=&quot;string&quot;==typeof e?e.split(&quot; &quot;):[e];t&lt;4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},&quot;margin&quot;!==i&amp;&amp;(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a&lt;i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1&lt;arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?&quot;&quot;:&quot;px&quot;)},cur:function(){var e=Ke.propHooks[this.prop];return e&amp;&amp;e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&amp;&amp;this.options.step.call(this.elem,this.now,this),n&amp;&amp;n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&amp;&amp;null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,&quot;&quot;))&amp;&amp;&quot;auto&quot;!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&amp;&amp;null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&amp;&amp;e.elem.parentNode&amp;&amp;(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:&quot;swing&quot;},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&amp;&amp;(!1===E.hidden&amp;&amp;C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r&lt;4;r+=2-t)i[&quot;margin&quot;+(n=ne[r])]=i[&quot;padding&quot;+n]=e;return t&amp;&amp;(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners[&quot;*&quot;]),o=0,a=i.length;o&lt;a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r&lt;i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n&lt;1&amp;&amp;i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t&lt;n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&amp;&amp;(i=o[1],o=e[n]=o[0]),n!==r&amp;&amp;(e[r]=o,delete e[n]),(a=S.cssHooks[r])&amp;&amp;&quot;expand&quot;in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r&lt;i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&amp;&amp;(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&amp;&amp;l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{&quot;*&quot;:[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=[&quot;*&quot;]):e=e.match(P);for(var n,r=0,i=e.length;r&lt;i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f=&quot;width&quot;in t||&quot;height&quot;in t,p=this,d={},h=e.style,g=e.nodeType&amp;&amp;ae(e),v=Y.get(e,&quot;fxshow&quot;);for(r in n.queue||(null==(a=S._queueHooks(e,&quot;fx&quot;)).unqueued&amp;&amp;(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,&quot;fx&quot;).length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||&quot;toggle&quot;===i,i===(g?&quot;hide&quot;:&quot;show&quot;)){if(&quot;show&quot;!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&amp;&amp;v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&amp;&amp;1===e.nodeType&amp;&amp;(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&amp;&amp;v.display)&amp;&amp;(l=Y.get(e,&quot;display&quot;)),&quot;none&quot;===(c=S.css(e,&quot;display&quot;))&amp;&amp;(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,&quot;display&quot;),le([e]))),(&quot;inline&quot;===c||&quot;inline-block&quot;===c&amp;&amp;null!=l)&amp;&amp;&quot;none&quot;===S.css(e,&quot;float&quot;)&amp;&amp;(u||(p.done(function(){h.display=l}),null==l&amp;&amp;(c=h.display,l=&quot;none&quot;===c?&quot;&quot;:c)),h.display=&quot;inline-block&quot;)),n.overflow&amp;&amp;(h.overflow=&quot;hidden&quot;,p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?&quot;hidden&quot;in v&amp;&amp;(g=v.hidden):v=Y.access(e,&quot;fxshow&quot;,{display:l}),o&amp;&amp;(v.hidden=!g),g&amp;&amp;le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,&quot;fxshow&quot;),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&amp;&amp;(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&amp;&amp;&quot;object&quot;==typeof e?S.extend({},e):{complete:n||!n&amp;&amp;t||m(e)&amp;&amp;e,duration:e,easing:n&amp;&amp;t||t&amp;&amp;!m(t)&amp;&amp;t};return S.fx.off?r.duration=0:&quot;number&quot;!=typeof r.duration&amp;&amp;(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&amp;&amp;!0!==r.queue||(r.queue=&quot;fx&quot;),r.old=r.complete,r.complete=function(){m(r.old)&amp;&amp;r.old.call(this),r.queue&amp;&amp;S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css(&quot;opacity&quot;,0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,&quot;finish&quot;))&amp;&amp;e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return&quot;string&quot;!=typeof i&amp;&amp;(o=e,e=i,i=void 0),e&amp;&amp;this.queue(i||&quot;fx&quot;,[]),this.each(function(){var e=!0,t=null!=i&amp;&amp;i+&quot;queueHooks&quot;,n=S.timers,r=Y.get(this);if(t)r[t]&amp;&amp;r[t].stop&amp;&amp;a(r[t]);else for(t in r)r[t]&amp;&amp;r[t].stop&amp;&amp;it.test(t)&amp;&amp;a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&amp;&amp;n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&amp;&amp;o||S.dequeue(this,i)})},finish:function(a){return!1!==a&amp;&amp;(a=a||&quot;fx&quot;),this.each(function(){var e,t=Y.get(this),n=t[a+&quot;queue&quot;],r=t[a+&quot;queueHooks&quot;],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&amp;&amp;r.stop&amp;&amp;r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&amp;&amp;i[e].queue===a&amp;&amp;(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e&lt;o;e++)n[e]&amp;&amp;n[e].finish&amp;&amp;n[e].finish.call(this);delete t.finish})}}),S.each([&quot;toggle&quot;,&quot;show&quot;,&quot;hide&quot;],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||&quot;boolean&quot;==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st(&quot;show&quot;),slideUp:st(&quot;hide&quot;),slideToggle:st(&quot;toggle&quot;),fadeIn:{opacity:&quot;show&quot;},fadeOut:{opacity:&quot;hide&quot;},fadeToggle:{opacity:&quot;toggle&quot;}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t&lt;n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&amp;&amp;S.fx.speeds[r]||r,e=e||&quot;fx&quot;,this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement(&quot;input&quot;),nt=E.createElement(&quot;select&quot;).appendChild(E.createElement(&quot;option&quot;)),tt.type=&quot;checkbox&quot;,y.checkOn=&quot;&quot;!==tt.value,y.optSelected=nt.selected,(tt=E.createElement(&quot;input&quot;)).value=&quot;t&quot;,tt.type=&quot;radio&quot;,y.radioValue=&quot;t&quot;===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1&lt;arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&amp;&amp;8!==o&amp;&amp;2!==o)return&quot;undefined&quot;==typeof e.getAttribute?S.prop(e,t,n):(1===o&amp;&amp;S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&amp;&amp;&quot;set&quot;in i&amp;&amp;void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+&quot;&quot;),n):i&amp;&amp;&quot;get&quot;in i&amp;&amp;null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&amp;&amp;&quot;radio&quot;===t&amp;&amp;A(e,&quot;input&quot;)){var n=e.value;return e.setAttribute(&quot;type&quot;,t),n&amp;&amp;(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&amp;&amp;t.match(P);if(i&amp;&amp;1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(&quot; &quot;)}function gt(e){return e.getAttribute&amp;&amp;e.getAttribute(&quot;class&quot;)||&quot;&quot;}function vt(e){return Array.isArray(e)?e:&quot;string&quot;==typeof e&amp;&amp;e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1&lt;arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&amp;&amp;8!==o&amp;&amp;2!==o)return 1===o&amp;&amp;S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&amp;&amp;&quot;set&quot;in i&amp;&amp;void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&amp;&amp;&quot;get&quot;in i&amp;&amp;null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,&quot;tabindex&quot;);return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&amp;&amp;e.href?0:-1}}},propFix:{&quot;for&quot;:&quot;htmlFor&quot;,&quot;class&quot;:&quot;className&quot;}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&amp;&amp;t.parentNode&amp;&amp;t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&amp;&amp;(t.selectedIndex,t.parentNode&amp;&amp;t.parentNode.selectedIndex)}}),S.each([&quot;tabIndex&quot;,&quot;readOnly&quot;,&quot;maxLength&quot;,&quot;cellSpacing&quot;,&quot;cellPadding&quot;,&quot;rowSpan&quot;,&quot;colSpan&quot;,&quot;useMap&quot;,&quot;frameBorder&quot;,&quot;contentEditable&quot;],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&amp;&amp;&quot; &quot;+ht(i)+&quot; &quot;){a=0;while(o=e[a++])r.indexOf(&quot; &quot;+o+&quot; &quot;)&lt;0&amp;&amp;(r+=o+&quot; &quot;);i!==(s=ht(r))&amp;&amp;n.setAttribute(&quot;class&quot;,s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr(&quot;class&quot;,&quot;&quot;);if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&amp;&amp;&quot; &quot;+ht(i)+&quot; &quot;){a=0;while(o=e[a++])while(-1&lt;r.indexOf(&quot; &quot;+o+&quot; &quot;))r=r.replace(&quot; &quot;+o+&quot; &quot;,&quot; &quot;);i!==(s=ht(r))&amp;&amp;n.setAttribute(&quot;class&quot;,s)}return this},toggleClass:function(i,t){var o=typeof i,a=&quot;string&quot;===o||Array.isArray(i);return&quot;boolean&quot;==typeof t&amp;&amp;a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&amp;&amp;&quot;boolean&quot;!==o||((e=gt(this))&amp;&amp;Y.set(this,&quot;__className__&quot;,e),this.setAttribute&amp;&amp;this.setAttribute(&quot;class&quot;,e||!1===i?&quot;&quot;:Y.get(this,&quot;__className__&quot;)||&quot;&quot;))})},hasClass:function(e){var t,n,r=0;t=&quot; &quot;+e+&quot; &quot;;while(n=this[r++])if(1===n.nodeType&amp;&amp;-1&lt;(&quot; &quot;+ht(gt(n))+&quot; &quot;).indexOf(t))return!0;return!1}});var yt=/\\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&amp;&amp;(null==(t=i?n.call(this,e,S(this).val()):n)?t=&quot;&quot;:&quot;number&quot;==typeof t?t+=&quot;&quot;:Array.isArray(t)&amp;&amp;(t=S.map(t,function(e){return null==e?&quot;&quot;:e+&quot;&quot;})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&amp;&amp;&quot;set&quot;in r&amp;&amp;void 0!==r.set(this,t,&quot;value&quot;)||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&amp;&amp;&quot;get&quot;in r&amp;&amp;void 0!==(e=r.get(t,&quot;value&quot;))?e:&quot;string&quot;==typeof(e=t.value)?e.replace(yt,&quot;&quot;):null==e?&quot;&quot;:e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,&quot;value&quot;);return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a=&quot;select-one&quot;===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o&lt;0?u:a?o:0;r&lt;u;r++)if(((n=i[r]).selected||r===o)&amp;&amp;!n.disabled&amp;&amp;(!n.parentNode.disabled||!A(n.parentNode,&quot;optgroup&quot;))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1&lt;S.inArray(S.valHooks.option.get(r),o))&amp;&amp;(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each([&quot;radio&quot;,&quot;checkbox&quot;],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1&lt;S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute(&quot;value&quot;)?&quot;on&quot;:e.value})}),y.focusin=&quot;onfocusin&quot;in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,&quot;type&quot;)?e.type:e,h=v.call(e,&quot;namespace&quot;)?e.namespace.split(&quot;.&quot;):[];if(o=f=a=n=n||E,3!==n.nodeType&amp;&amp;8!==n.nodeType&amp;&amp;!mt.test(d+S.event.triggered)&amp;&amp;(-1&lt;d.indexOf(&quot;.&quot;)&amp;&amp;(d=(h=d.split(&quot;.&quot;)).shift(),h.sort()),u=d.indexOf(&quot;:&quot;)&lt;0&amp;&amp;&quot;on&quot;+d,(e=e[S.expando]?e:new S.Event(d,&quot;object&quot;==typeof e&amp;&amp;e)).isTrigger=r?2:3,e.namespace=h.join(&quot;.&quot;),e.rnamespace=e.namespace?new RegExp(&quot;(^|\\\\.)&quot;+h.join(&quot;\\\\.(?:.*\\\\.|)&quot;)+&quot;(\\\\.|$)&quot;):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&amp;&amp;!c.noBubble&amp;&amp;!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&amp;&amp;p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&amp;&amp;!e.isPropagationStopped())f=o,e.type=1&lt;i?s:c.bindType||d,(l=(Y.get(o,&quot;events&quot;)||Object.create(null))[e.type]&amp;&amp;Y.get(o,&quot;handle&quot;))&amp;&amp;l.apply(o,t),(l=u&amp;&amp;o[u])&amp;&amp;l.apply&amp;&amp;V(o)&amp;&amp;(e.result=l.apply(o,t),!1===e.result&amp;&amp;e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&amp;&amp;!1!==c._default.apply(p.pop(),t)||!V(n)||u&amp;&amp;m(n[d])&amp;&amp;!x(n)&amp;&amp;((a=n[u])&amp;&amp;(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&amp;&amp;f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&amp;&amp;f.removeEventListener(d,xt),S.event.triggered=void 0,a&amp;&amp;(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:&quot;focusin&quot;,blur:&quot;focusout&quot;},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\\?/;S.parseXML=function(e){var t,n;if(!e||&quot;string&quot;!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,&quot;text/xml&quot;)}catch(e){}return n=t&amp;&amp;t.getElementsByTagName(&quot;parsererror&quot;)[0],t&amp;&amp;!n||S.error(&quot;Invalid XML: &quot;+(n?S.map(n.childNodes,function(e){return e.textContent}).join(&quot;\\n&quot;):e)),t};var Ct=/\\[\\]$/,Et=/\\r?\\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+&quot;[&quot;+(&quot;object&quot;==typeof t&amp;&amp;null!=t?e:&quot;&quot;)+&quot;]&quot;,t,r,i)});else if(r||&quot;object&quot;!==w(e))i(n,e);else for(t in e)At(n+&quot;[&quot;+t+&quot;]&quot;,e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+&quot;=&quot;+encodeURIComponent(null==n?&quot;&quot;:n)};if(null==e)return&quot;&quot;;if(Array.isArray(e)||e.jquery&amp;&amp;!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join(&quot;&amp;&quot;)},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,&quot;elements&quot;);return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&amp;&amp;!S(this).is(&quot;:disabled&quot;)&amp;&amp;kt.test(this.nodeName)&amp;&amp;!St.test(e)&amp;&amp;(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,&quot;\\r\\n&quot;)}}):{name:t.name,value:n.replace(Et,&quot;\\r\\n&quot;)}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&amp;])_=[^&amp;]*/,qt=/^(.*?):[ \\t]*([^\\r\\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\\/\\//,Ot={},Pt={},Rt=&quot;*/&quot;.concat(&quot;*&quot;),Mt=E.createElement(&quot;a&quot;);function It(o){return function(e,t){&quot;string&quot;!=typeof e&amp;&amp;(t=e,e=&quot;*&quot;);var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])&quot;+&quot;===n[0]?(n=n.slice(1)||&quot;*&quot;,(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return&quot;string&quot;!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s[&quot;*&quot;]&amp;&amp;l(&quot;*&quot;)}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&amp;&amp;((i[n]?e:r||(r={}))[n]=t[n]);return r&amp;&amp;S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:&quot;GET&quot;,isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:&quot;application/x-www-form-urlencoded; charset=UTF-8&quot;,accepts:{&quot;*&quot;:Rt,text:&quot;text/plain&quot;,html:&quot;text/html&quot;,xml:&quot;application/xml, text/xml&quot;,json:&quot;application/json, text/javascript&quot;},contents:{xml:/\\bxml\\b/,html:/\\bhtml/,json:/\\bjson\\b/},responseFields:{xml:&quot;responseXML&quot;,text:&quot;responseText&quot;,json:&quot;responseJSON&quot;},converters:{&quot;* text&quot;:String,&quot;text html&quot;:!0,&quot;text json&quot;:JSON.parse,&quot;text xml&quot;:S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){&quot;object&quot;==typeof e&amp;&amp;(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&amp;&amp;(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks(&quot;once memory&quot;),w=v.statusCode||{},a={},s={},u=&quot;canceled&quot;,T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+&quot; &quot;]=(n[t[1].toLowerCase()+&quot; &quot;]||[]).concat(t[2])}t=n[e.toLowerCase()+&quot; &quot;]}return null==t?null:t.join(&quot;, &quot;)},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&amp;&amp;(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&amp;&amp;(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&amp;&amp;c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+&quot;&quot;).replace(Ht,bt.protocol+&quot;//&quot;),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||&quot;*&quot;).toLowerCase().match(P)||[&quot;&quot;],null==v.crossDomain){r=E.createElement(&quot;a&quot;);try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+&quot;//&quot;+Mt.host!=r.protocol+&quot;//&quot;+r.host}catch(e){v.crossDomain=!0}}if(v.data&amp;&amp;v.processData&amp;&amp;&quot;string&quot;!=typeof v.data&amp;&amp;(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&amp;&amp;v.global)&amp;&amp;0==S.active++&amp;&amp;S.event.trigger(&quot;ajaxStart&quot;),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,&quot;&quot;),v.hasContent?v.data&amp;&amp;v.processData&amp;&amp;0===(v.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;(v.data=v.data.replace(Nt,&quot;+&quot;)):(o=v.url.slice(f.length),v.data&amp;&amp;(v.processData||&quot;string&quot;==typeof v.data)&amp;&amp;(f+=(Tt.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+v.data,delete v.data),!1===v.cache&amp;&amp;(f=f.replace(Dt,&quot;$1&quot;),o=(Tt.test(f)?&quot;&amp;&quot;:&quot;?&quot;)+&quot;_=&quot;+wt.guid+++o),v.url=f+o),v.ifModified&amp;&amp;(S.lastModified[f]&amp;&amp;T.setRequestHeader(&quot;If-Modified-Since&quot;,S.lastModified[f]),S.etag[f]&amp;&amp;T.setRequestHeader(&quot;If-None-Match&quot;,S.etag[f])),(v.data&amp;&amp;v.hasContent&amp;&amp;!1!==v.contentType||t.contentType)&amp;&amp;T.setRequestHeader(&quot;Content-Type&quot;,v.contentType),T.setRequestHeader(&quot;Accept&quot;,v.dataTypes[0]&amp;&amp;v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+(&quot;*&quot;!==v.dataTypes[0]?&quot;, &quot;+Rt+&quot;; q=0.01&quot;:&quot;&quot;):v.accepts[&quot;*&quot;]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&amp;&amp;(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u=&quot;abort&quot;,b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&amp;&amp;m.trigger(&quot;ajaxSend&quot;,[T,v]),h)return T;v.async&amp;&amp;0&lt;v.timeout&amp;&amp;(d=C.setTimeout(function(){T.abort(&quot;timeout&quot;)},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,&quot;No Transport&quot;);function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&amp;&amp;C.clearTimeout(d),c=void 0,p=r||&quot;&quot;,T.readyState=0&lt;e?4:0,i=200&lt;=e&amp;&amp;e&lt;300||304===e,n&amp;&amp;(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while(&quot;*&quot;===u[0])u.shift(),void 0===r&amp;&amp;(r=e.mimeType||t.getResponseHeader(&quot;Content-Type&quot;));if(r)for(i in s)if(s[i]&amp;&amp;s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+&quot; &quot;+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&amp;&amp;u.unshift(o),n[o]}(v,T,n)),!i&amp;&amp;-1&lt;S.inArray(&quot;script&quot;,v.dataTypes)&amp;&amp;S.inArray(&quot;json&quot;,v.dataTypes)&lt;0&amp;&amp;(v.converters[&quot;text script&quot;]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&amp;&amp;(n[e.responseFields[o]]=t),!u&amp;&amp;r&amp;&amp;e.dataFilter&amp;&amp;(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if(&quot;*&quot;===o)o=u;else if(&quot;*&quot;!==u&amp;&amp;u!==o){if(!(a=l[u+&quot; &quot;+o]||l[&quot;* &quot;+o]))for(i in l)if((s=i.split(&quot; &quot;))[1]===o&amp;&amp;(a=l[u+&quot; &quot;+s[0]]||l[&quot;* &quot;+s[0]])){!0===a?a=l[i]:!0!==l[i]&amp;&amp;(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&amp;&amp;e[&quot;throws&quot;])t=a(t);else try{t=a(t)}catch(e){return{state:&quot;parsererror&quot;,error:a?e:&quot;No conversion from &quot;+u+&quot; to &quot;+o}}}return{state:&quot;success&quot;,data:t}}(v,s,T,i),i?(v.ifModified&amp;&amp;((u=T.getResponseHeader(&quot;Last-Modified&quot;))&amp;&amp;(S.lastModified[f]=u),(u=T.getResponseHeader(&quot;etag&quot;))&amp;&amp;(S.etag[f]=u)),204===e||&quot;HEAD&quot;===v.type?l=&quot;nocontent&quot;:304===e?l=&quot;notmodified&quot;:(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&amp;&amp;l||(l=&quot;error&quot;,e&lt;0&amp;&amp;(e=0))),T.status=e,T.statusText=(t||l)+&quot;&quot;,i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&amp;&amp;m.trigger(i?&quot;ajaxSuccess&quot;:&quot;ajaxError&quot;,[T,v,i?o:a]),b.fireWith(y,[T,l]),g&amp;&amp;(m.trigger(&quot;ajaxComplete&quot;,[T,v]),--S.active||S.event.trigger(&quot;ajaxStop&quot;)))}return T},getJSON:function(e,t,n){return S.get(e,t,n,&quot;json&quot;)},getScript:function(e,t){return S.get(e,void 0,t,&quot;script&quot;)}}),S.each([&quot;get&quot;,&quot;post&quot;],function(e,i){S[i]=function(e,t,n,r){return m(t)&amp;&amp;(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&amp;&amp;e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)&quot;content-type&quot;===t.toLowerCase()&amp;&amp;(e.contentType=e.headers[t]||&quot;&quot;)}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:&quot;GET&quot;,dataType:&quot;script&quot;,cache:!0,async:!1,global:!1,converters:{&quot;text script&quot;:function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&amp;&amp;(m(e)&amp;&amp;(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&amp;&amp;t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not(&quot;body&quot;).each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&amp;&amp;&quot;withCredentials&quot;in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&amp;&amp;!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&amp;&amp;r.overrideMimeType&amp;&amp;r.overrideMimeType(i.mimeType),i.crossDomain||e[&quot;X-Requested-With&quot;]||(e[&quot;X-Requested-With&quot;]=&quot;XMLHttpRequest&quot;),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&amp;&amp;(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,&quot;abort&quot;===e?r.abort():&quot;error&quot;===e?&quot;number&quot;!=typeof r.status?t(0,&quot;error&quot;):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,&quot;text&quot;!==(r.responseType||&quot;text&quot;)||&quot;string&quot;!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o(&quot;error&quot;),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&amp;&amp;C.setTimeout(function(){o&amp;&amp;a()})},o=o(&quot;abort&quot;);try{r.send(i.hasContent&amp;&amp;i.data||null)}catch(e){if(o)throw e}},abort:function(){o&amp;&amp;o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&amp;&amp;(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:&quot;text/javascript, application/javascript, application/ecmascript, application/x-ecmascript&quot;},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{&quot;text script&quot;:function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter(&quot;script&quot;,function(e){void 0===e.cache&amp;&amp;(e.cache=!1),e.crossDomain&amp;&amp;(e.type=&quot;GET&quot;)}),S.ajaxTransport(&quot;script&quot;,function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S(&quot;&lt;script&gt;&quot;).attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on(&quot;load error&quot;,i=function(e){r.remove(),i=null,e&amp;&amp;t(&quot;error&quot;===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&amp;&amp;i()}}});var _t,zt=[],Ut=/(=)\\?(?=&amp;|$)|\\?\\?/;S.ajaxSetup({jsonp:&quot;callback&quot;,jsonpCallback:function(){var e=zt.pop()||S.expando+&quot;_&quot;+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter(&quot;json jsonp&quot;,function(e,t,n){var r,i,o,a=!1!==e.jsonp&amp;&amp;(Ut.test(e.url)?&quot;url&quot;:&quot;string&quot;==typeof e.data&amp;&amp;0===(e.contentType||&quot;&quot;).indexOf(&quot;application/x-www-form-urlencoded&quot;)&amp;&amp;Ut.test(e.data)&amp;&amp;&quot;data&quot;);if(a||&quot;jsonp&quot;===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,&quot;$1&quot;+r):!1!==e.jsonp&amp;&amp;(e.url+=(Tt.test(e.url)?&quot;&amp;&quot;:&quot;?&quot;)+e.jsonp+&quot;=&quot;+r),e.converters[&quot;script json&quot;]=function(){return o||S.error(r+&quot; was not called&quot;),o[0]},e.dataTypes[0]=&quot;json&quot;,i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&amp;&amp;(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&amp;&amp;m(i)&amp;&amp;i(o[0]),o=i=void 0}),&quot;script&quot;}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument(&quot;&quot;).body).innerHTML=&quot;&lt;form&gt;&lt;/form&gt;&lt;form&gt;&lt;/form&gt;&quot;,2===_t.childNodes.length),S.parseHTML=function(e,t,n){return&quot;string&quot;!=typeof e?[]:(&quot;boolean&quot;==typeof t&amp;&amp;(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument(&quot;&quot;)).createElement(&quot;base&quot;)).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&amp;&amp;[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&amp;&amp;o.length&amp;&amp;S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(&quot; &quot;);return-1&lt;s&amp;&amp;(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;(i=&quot;POST&quot;),0&lt;a.length&amp;&amp;S.ajax({url:e,type:i||&quot;GET&quot;,dataType:&quot;html&quot;,data:t}).done(function(e){o=arguments,a.html(r?S(&quot;&lt;div&gt;&quot;).append(S.parseHTML(e)).find(r):e)}).always(n&amp;&amp;function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,&quot;position&quot;),c=S(e),f={};&quot;static&quot;===l&amp;&amp;(e.style.position=&quot;relative&quot;),s=c.offset(),o=S.css(e,&quot;top&quot;),u=S.css(e,&quot;left&quot;),(&quot;absolute&quot;===l||&quot;fixed&quot;===l)&amp;&amp;-1&lt;(o+u).indexOf(&quot;auto&quot;)?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&amp;&amp;(t=t.call(e,n,S.extend({},s))),null!=t.top&amp;&amp;(f.top=t.top-s.top+a),null!=t.left&amp;&amp;(f.left=t.left-s.left+i),&quot;using&quot;in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if(&quot;fixed&quot;===S.css(r,&quot;position&quot;))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&amp;&amp;(e===n.body||e===n.documentElement)&amp;&amp;&quot;static&quot;===S.css(e,&quot;position&quot;))e=e.parentNode;e&amp;&amp;e!==r&amp;&amp;1===e.nodeType&amp;&amp;((i=S(e).offset()).top+=S.css(e,&quot;borderTopWidth&quot;,!0),i.left+=S.css(e,&quot;borderLeftWidth&quot;,!0))}return{top:t.top-i.top-S.css(r,&quot;marginTop&quot;,!0),left:t.left-i.left-S.css(r,&quot;marginLeft&quot;,!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&amp;&amp;&quot;static&quot;===S.css(e,&quot;position&quot;))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:&quot;pageXOffset&quot;,scrollTop:&quot;pageYOffset&quot;},function(t,i){var o=&quot;pageYOffset&quot;===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&amp;&amp;(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each([&quot;top&quot;,&quot;left&quot;],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+&quot;px&quot;:t})}),S.each({Height:&quot;height&quot;,Width:&quot;width&quot;},function(a,s){S.each({padding:&quot;inner&quot;+a,content:s,&quot;&quot;:&quot;outer&quot;+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&amp;&amp;(r||&quot;boolean&quot;!=typeof e),i=r||(!0===e||!0===t?&quot;margin&quot;:&quot;border&quot;);return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf(&quot;outer&quot;)?e[&quot;inner&quot;+a]:e.document.documentElement[&quot;client&quot;+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body[&quot;scroll&quot;+a],r[&quot;scroll&quot;+a],e.body[&quot;offset&quot;+a],r[&quot;offset&quot;+a],r[&quot;client&quot;+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each([&quot;ajaxStart&quot;,&quot;ajaxStop&quot;,&quot;ajaxComplete&quot;,&quot;ajaxError&quot;,&quot;ajaxSuccess&quot;,&quot;ajaxSend&quot;],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,&quot;**&quot;):this.off(t,e||&quot;**&quot;,n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each(&quot;blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu&quot;.split(&quot; &quot;),function(e,n){S.fn[n]=function(e,t){return 0&lt;arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\\s\\uFEFF\\xA0]+|[\\s\\uFEFF\\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if(&quot;string&quot;==typeof t&amp;&amp;(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return(&quot;number&quot;===t||&quot;string&quot;===t)&amp;&amp;!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?&quot;&quot;:(e+&quot;&quot;).replace(Xt,&quot;&quot;)},&quot;function&quot;==typeof define&amp;&amp;define.amd&amp;&amp;define(&quot;jquery&quot;,[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&amp;&amp;(C.$=Gt),e&amp;&amp;C.jQuery===S&amp;&amp;(C.jQuery=Vt),S},&quot;undefined&quot;==typeof e&amp;&amp;(C.jQuery=C.$=S),S});\n",
       "&lt;/script&gt;\n",
       "        &lt;script&gt;/**\n",
       "* plotly.js (gl3d - minified) v1.46.1\n",
       "* Copyright 2012-2019, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
       "!function(t){if(&quot;object&quot;==typeof exports&amp;&amp;&quot;undefined&quot;!=typeof module)module.exports=t();else if(&quot;function&quot;==typeof define&amp;&amp;define.amd)define([],t);else{(&quot;undefined&quot;!=typeof window?window:&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:this).Plotly=t()}}(function(){return function(){return function t(e,r,n){function i(o,s){if(!r[o]){if(!e[o]){var l=&quot;function&quot;==typeof require&amp;&amp;require;if(!s&amp;&amp;l)return l(o,!0);if(a)return a(o,!0);var u=new Error(&quot;Cannot find module &#x27;&quot;+o+&quot;&#x27;&quot;);throw u.code=&quot;MODULE_NOT_FOUND&quot;,u}var c=r[o]={exports:{}};e[o][0].call(c.exports,function(t){return i(e[o][1][t]||t)},c,c.exports,t,e,r,n)}return r[o].exports}for(var a=&quot;function&quot;==typeof require&amp;&amp;require,o=0;o&lt;n.length;o++)i(n[o]);return i}}()({1:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../src/lib&quot;),i={&quot;X,X div&quot;:&quot;direction:ltr;font-family:&#x27;Open Sans&#x27;, verdana, arial, sans-serif;margin:0;padding:0;&quot;,&quot;X input,X button&quot;:&quot;font-family:&#x27;Open Sans&#x27;, verdana, arial, sans-serif;&quot;,&quot;X input:focus,X button:focus&quot;:&quot;outline:none;&quot;,&quot;X a&quot;:&quot;text-decoration:none;&quot;,&quot;X a:hover&quot;:&quot;text-decoration:none;&quot;,&quot;X .crisp&quot;:&quot;shape-rendering:crispEdges;&quot;,&quot;X .user-select-none&quot;:&quot;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;user-select:none;&quot;,&quot;X svg&quot;:&quot;overflow:hidden;&quot;,&quot;X svg a&quot;:&quot;fill:#447adb;&quot;,&quot;X svg a:hover&quot;:&quot;fill:#3c6dc5;&quot;,&quot;X .main-svg&quot;:&quot;position:absolute;top:0;left:0;pointer-events:none;&quot;,&quot;X .main-svg .draglayer&quot;:&quot;pointer-events:all;&quot;,&quot;X .cursor-default&quot;:&quot;cursor:default;&quot;,&quot;X .cursor-pointer&quot;:&quot;cursor:pointer;&quot;,&quot;X .cursor-crosshair&quot;:&quot;cursor:crosshair;&quot;,&quot;X .cursor-move&quot;:&quot;cursor:move;&quot;,&quot;X .cursor-col-resize&quot;:&quot;cursor:col-resize;&quot;,&quot;X .cursor-row-resize&quot;:&quot;cursor:row-resize;&quot;,&quot;X .cursor-ns-resize&quot;:&quot;cursor:ns-resize;&quot;,&quot;X .cursor-ew-resize&quot;:&quot;cursor:ew-resize;&quot;,&quot;X .cursor-sw-resize&quot;:&quot;cursor:sw-resize;&quot;,&quot;X .cursor-s-resize&quot;:&quot;cursor:s-resize;&quot;,&quot;X .cursor-se-resize&quot;:&quot;cursor:se-resize;&quot;,&quot;X .cursor-w-resize&quot;:&quot;cursor:w-resize;&quot;,&quot;X .cursor-e-resize&quot;:&quot;cursor:e-resize;&quot;,&quot;X .cursor-nw-resize&quot;:&quot;cursor:nw-resize;&quot;,&quot;X .cursor-n-resize&quot;:&quot;cursor:n-resize;&quot;,&quot;X .cursor-ne-resize&quot;:&quot;cursor:ne-resize;&quot;,&quot;X .cursor-grab&quot;:&quot;cursor:-webkit-grab;cursor:grab;&quot;,&quot;X .modebar&quot;:&quot;position:absolute;top:2px;right:2px;&quot;,&quot;X .ease-bg&quot;:&quot;-webkit-transition:background-color 0.3s ease 0s;-moz-transition:background-color 0.3s ease 0s;-ms-transition:background-color 0.3s ease 0s;-o-transition:background-color 0.3s ease 0s;transition:background-color 0.3s ease 0s;&quot;,&quot;X .modebar--hover&gt;:not(.watermark)&quot;:&quot;opacity:0;-webkit-transition:opacity 0.3s ease 0s;-moz-transition:opacity 0.3s ease 0s;-ms-transition:opacity 0.3s ease 0s;-o-transition:opacity 0.3s ease 0s;transition:opacity 0.3s ease 0s;&quot;,&quot;X:hover .modebar--hover .modebar-group&quot;:&quot;opacity:1;&quot;,&quot;X .modebar-group&quot;:&quot;float:left;display:inline-block;box-sizing:border-box;padding-left:8px;position:relative;vertical-align:middle;white-space:nowrap;&quot;,&quot;X .modebar-btn&quot;:&quot;position:relative;font-size:16px;padding:3px 4px;height:22px;cursor:pointer;line-height:normal;box-sizing:border-box;&quot;,&quot;X .modebar-btn svg&quot;:&quot;position:relative;top:2px;&quot;,&quot;X .modebar.vertical&quot;:&quot;display:flex;flex-direction:column;flex-wrap:wrap;align-content:flex-end;max-height:100%;&quot;,&quot;X .modebar.vertical svg&quot;:&quot;top:-1px;&quot;,&quot;X .modebar.vertical .modebar-group&quot;:&quot;display:block;float:none;padding-left:0px;padding-bottom:8px;&quot;,&quot;X .modebar.vertical .modebar-group .modebar-btn&quot;:&quot;display:block;text-align:center;&quot;,&quot;X [data-title]:before,X [data-title]:after&quot;:&quot;position:absolute;-webkit-transform:translate3d(0, 0, 0);-moz-transform:translate3d(0, 0, 0);-ms-transform:translate3d(0, 0, 0);-o-transform:translate3d(0, 0, 0);transform:translate3d(0, 0, 0);display:none;opacity:0;z-index:1001;pointer-events:none;top:110%;right:50%;&quot;,&quot;X [data-title]:hover:before,X [data-title]:hover:after&quot;:&quot;display:block;opacity:1;&quot;,&quot;X [data-title]:before&quot;:&quot;content:&#x27;&#x27;;position:absolute;background:transparent;border:6px solid transparent;z-index:1002;margin-top:-12px;border-bottom-color:#69738a;margin-right:-6px;&quot;,&quot;X [data-title]:after&quot;:&quot;content:attr(data-title);background:#69738a;color:white;padding:8px 10px;font-size:12px;line-height:12px;white-space:nowrap;margin-right:-18px;border-radius:2px;&quot;,&quot;X .vertical [data-title]:before,X .vertical [data-title]:after&quot;:&quot;top:0%;right:200%;&quot;,&quot;X .vertical [data-title]:before&quot;:&quot;border:6px solid transparent;border-left-color:#69738a;margin-top:8px;margin-right:-30px;&quot;,&quot;X .select-outline&quot;:&quot;fill:none;stroke-width:1;shape-rendering:crispEdges;&quot;,&quot;X .select-outline-1&quot;:&quot;stroke:white;&quot;,&quot;X .select-outline-2&quot;:&quot;stroke:black;stroke-dasharray:2px 2px;&quot;,Y:&quot;font-family:&#x27;Open Sans&#x27;;position:fixed;top:50px;right:20px;z-index:10000;font-size:10pt;max-width:180px;&quot;,&quot;Y p&quot;:&quot;margin:0;&quot;,&quot;Y .notifier-note&quot;:&quot;min-width:180px;max-width:250px;border:1px solid #fff;z-index:3000;margin:0;background-color:#8c97af;background-color:rgba(140,151,175,0.9);color:#fff;padding:10px;overflow-wrap:break-word;word-wrap:break-word;-ms-hyphens:auto;-webkit-hyphens:auto;hyphens:auto;&quot;,&quot;Y .notifier-close&quot;:&quot;color:#fff;opacity:0.8;float:right;padding:0 5px;background:none;border:none;font-size:20px;font-weight:bold;line-height:20px;&quot;,&quot;Y .notifier-close:hover&quot;:&quot;color:#444;text-decoration:none;cursor:pointer;&quot;};for(var a in i){var o=a.replace(/^,/,&quot; ,&quot;).replace(/X/g,&quot;.js-plotly-plot .plotly&quot;).replace(/Y/g,&quot;.plotly-notifier&quot;);n.addStyleRule(o,i[a])}},{&quot;../src/lib&quot;:495}],2:[function(t,e,r){&quot;use strict&quot;;e.exports={undo:{width:857.1,height:1e3,path:&quot;m857 350q0-87-34-166t-91-137-137-92-166-34q-96 0-183 41t-147 114q-4 6-4 13t5 11l76 77q6 5 14 5 9-1 13-7 41-53 100-82t126-29q58 0 110 23t92 61 61 91 22 111-22 111-61 91-92 61-110 23q-55 0-105-20t-90-57l77-77q17-16 8-38-10-23-33-23h-250q-15 0-25 11t-11 25v250q0 24 22 33 22 10 39-8l72-72q60 57 137 88t159 31q87 0 166-34t137-92 91-137 34-166z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},home:{width:928.6,height:1e3,path:&quot;m786 296v-267q0-15-11-26t-25-10h-214v214h-143v-214h-214q-15 0-25 10t-11 26v267q0 1 0 2t0 2l321 264 321-264q1-1 1-4z m124 39l-34-41q-5-5-12-6h-2q-7 0-12 3l-386 322-386-322q-7-4-13-4-7 2-12 7l-35 41q-4 5-3 13t6 12l401 334q18 15 42 15t43-15l136-114v109q0 8 5 13t13 5h107q8 0 13-5t5-13v-227l122-102q5-5 6-12t-4-13z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},&quot;camera-retro&quot;:{width:1e3,height:1e3,path:&quot;m518 386q0 8-5 13t-13 5q-37 0-63-27t-26-63q0-8 5-13t13-5 12 5 5 13q0 23 16 38t38 16q8 0 13 5t5 13z m125-73q0-59-42-101t-101-42-101 42-42 101 42 101 101 42 101-42 42-101z m-572-320h858v71h-858v-71z m643 320q0 89-62 152t-152 62-151-62-63-152 63-151 151-63 152 63 62 151z m-571 358h214v72h-214v-72z m-72-107h858v143h-462l-36-71h-360v-72z m929 143v-714q0-30-21-51t-50-21h-858q-29 0-50 21t-21 51v714q0 30 21 51t50 21h858q29 0 50-21t21-51z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},zoombox:{width:1e3,height:1e3,path:&quot;m1000-25l-250 251c40 63 63 138 63 218 0 224-182 406-407 406-224 0-406-182-406-406s183-406 407-406c80 0 155 22 218 62l250-250 125 125z m-812 250l0 438 437 0 0-438-437 0z m62 375l313 0 0-312-313 0 0 312z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},pan:{width:1e3,height:1e3,path:&quot;m1000 350l-187 188 0-125-250 0 0 250 125 0-188 187-187-187 125 0 0-250-250 0 0 125-188-188 186-187 0 125 252 0 0-250-125 0 187-188 188 188-125 0 0 250 250 0 0-126 187 188z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},zoom_plus:{width:875,height:1e3,path:&quot;m1 787l0-875 875 0 0 875-875 0z m687-500l-187 0 0-187-125 0 0 187-188 0 0 125 188 0 0 187 125 0 0-187 187 0 0-125z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},zoom_minus:{width:875,height:1e3,path:&quot;m0 788l0-876 875 0 0 876-875 0z m688-500l-500 0 0 125 500 0 0-125z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},autoscale:{width:1e3,height:1e3,path:&quot;m250 850l-187 0-63 0 0-62 0-188 63 0 0 188 187 0 0 62z m688 0l-188 0 0-62 188 0 0-188 62 0 0 188 0 62-62 0z m-875-938l0 188-63 0 0-188 0-62 63 0 187 0 0 62-187 0z m875 188l0-188-188 0 0-62 188 0 62 0 0 62 0 188-62 0z m-125 188l-1 0-93-94-156 156 156 156 92-93 2 0 0 250-250 0 0-2 93-92-156-156-156 156 94 92 0 2-250 0 0-250 0 0 93 93 157-156-157-156-93 94 0 0 0-250 250 0 0 0-94 93 156 157 156-157-93-93 0 0 250 0 0 250z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},tooltip_basic:{width:1500,height:1e3,path:&quot;m375 725l0 0-375-375 375-374 0-1 1125 0 0 750-1125 0z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},tooltip_compare:{width:1125,height:1e3,path:&quot;m187 786l0 2-187-188 188-187 0 0 937 0 0 373-938 0z m0-499l0 1-187-188 188-188 0 0 937 0 0 376-938-1z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},plotlylogo:{width:1542,height:1e3,path:&quot;m0-10h182v-140h-182v140z m228 146h183v-286h-183v286z m225 714h182v-1000h-182v1000z m225-285h182v-715h-182v715z m225 142h183v-857h-183v857z m231-428h182v-429h-182v429z m225-291h183v-138h-183v138z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},&quot;z-axis&quot;:{width:1e3,height:1e3,path:&quot;m833 5l-17 108v41l-130-65 130-66c0 0 0 38 0 39 0-1 36-14 39-25 4-15-6-22-16-30-15-12-39-16-56-20-90-22-187-23-279-23-261 0-341 34-353 59 3 60 228 110 228 110-140-8-351-35-351-116 0-120 293-142 474-142 155 0 477 22 477 142 0 50-74 79-163 96z m-374 94c-58-5-99-21-99-40 0-24 65-43 144-43 79 0 143 19 143 43 0 19-42 34-98 40v216h87l-132 135-133-135h88v-216z m167 515h-136v1c16 16 31 34 46 52l84 109v54h-230v-71h124v-1c-16-17-28-32-44-51l-89-114v-51h245v72z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},&quot;3d_rotate&quot;:{width:1e3,height:1e3,path:&quot;m922 660c-5 4-9 7-14 11-359 263-580-31-580-31l-102 28 58-400c0 1 1 1 2 2 118 108 351 249 351 249s-62 27-100 42c88 83 222 183 347 122 16-8 30-17 44-27-2 1-4 2-6 4z m36-329c0 0 64 229-88 296-62 27-124 14-175-11 157-78 225-208 249-266 8-19 11-31 11-31 2 5 6 15 11 32-5-13-8-20-8-20z m-775-239c70-31 117-50 198-32-121 80-199 346-199 346l-96-15-58-12c0 0 55-226 155-287z m603 133l-317-139c0 0 4-4 19-14 7-5 24-15 24-15s-177-147-389 4c235-287 536-112 536-112l31-22 100 299-4-1z m-298-153c6-4 14-9 24-15 0 0-17 10-24 15z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},camera:{width:1e3,height:1e3,path:&quot;m500 450c-83 0-150-67-150-150 0-83 67-150 150-150 83 0 150 67 150 150 0 83-67 150-150 150z m400 150h-120c-16 0-34 13-39 29l-31 93c-6 15-23 28-40 28h-340c-16 0-34-13-39-28l-31-94c-6-15-23-28-40-28h-120c-55 0-100-45-100-100v-450c0-55 45-100 100-100h800c55 0 100 45 100 100v450c0 55-45 100-100 100z m-400-550c-138 0-250 112-250 250 0 138 112 250 250 250 138 0 250-112 250-250 0-138-112-250-250-250z m365 380c-19 0-35 16-35 35 0 19 16 35 35 35 19 0 35-16 35-35 0-19-16-35-35-35z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},movie:{width:1e3,height:1e3,path:&quot;m938 413l-188-125c0 37-17 71-44 94 64 38 107 107 107 187 0 121-98 219-219 219-121 0-219-98-219-219 0-61 25-117 66-156h-115c30 33 49 76 49 125 0 103-84 187-187 187s-188-84-188-187c0-57 26-107 65-141-38-22-65-62-65-109v-250c0-70 56-126 125-126h500c69 0 125 56 125 126l188-126c34 0 62 28 62 63v375c0 35-28 63-62 63z m-750 0c-69 0-125 56-125 125s56 125 125 125 125-56 125-125-56-125-125-125z m406-1c-87 0-157 70-157 157 0 86 70 156 157 156s156-70 156-156-70-157-156-157z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},question:{width:857.1,height:1e3,path:&quot;m500 82v107q0 8-5 13t-13 5h-107q-8 0-13-5t-5-13v-107q0-8 5-13t13-5h107q8 0 13 5t5 13z m143 375q0 49-31 91t-77 65-95 23q-136 0-207-119-9-14 4-24l74-55q4-4 10-4 9 0 14 7 30 38 48 51 19 14 48 14 27 0 48-15t21-33q0-21-11-34t-38-25q-35-16-65-48t-29-70v-20q0-8 5-13t13-5h107q8 0 13 5t5 13q0 10 12 27t30 28q18 10 28 16t25 19 25 27 16 34 7 45z m214-107q0-117-57-215t-156-156-215-58-216 58-155 156-58 215 58 215 155 156 216 58 215-58 156-156 57-215z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},disk:{width:857.1,height:1e3,path:&quot;m214-7h429v214h-429v-214z m500 0h72v500q0 8-6 21t-11 20l-157 156q-5 6-19 12t-22 5v-232q0-22-15-38t-38-16h-322q-22 0-37 16t-16 38v232h-72v-714h72v232q0 22 16 38t37 16h465q22 0 38-16t15-38v-232z m-214 518v178q0 8-5 13t-13 5h-107q-7 0-13-5t-5-13v-178q0-8 5-13t13-5h107q7 0 13 5t5 13z m357-18v-518q0-22-15-38t-38-16h-750q-23 0-38 16t-16 38v750q0 22 16 38t38 16h517q23 0 50-12t42-26l156-157q16-15 27-42t11-49z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},lasso:{width:1031,height:1e3,path:&quot;m1018 538c-36 207-290 336-568 286-277-48-473-256-436-463 10-57 36-108 76-151-13-66 11-137 68-183 34-28 75-41 114-42l-55-70 0 0c-2-1-3-2-4-3-10-14-8-34 5-45 14-11 34-8 45 4 1 1 2 3 2 5l0 0 113 140c16 11 31 24 45 40 4 3 6 7 8 11 48-3 100 0 151 9 278 48 473 255 436 462z m-624-379c-80 14-149 48-197 96 42 42 109 47 156 9 33-26 47-66 41-105z m-187-74c-19 16-33 37-39 60 50-32 109-55 174-68-42-25-95-24-135 8z m360 75c-34-7-69-9-102-8 8 62-16 128-68 170-73 59-175 54-244-5-9 20-16 40-20 61-28 159 121 317 333 354s407-60 434-217c28-159-121-318-333-355z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},selectbox:{width:1e3,height:1e3,path:&quot;m0 850l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m285 0l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m-857-286l0-143 143 0 0 143-143 0z m857 0l0-143 143 0 0 143-143 0z m-857-285l0-143 143 0 0 143-143 0z m857 0l0-143 143 0 0 143-143 0z m-857-286l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z m285 0l0-143 143 0 0 143-143 0z m286 0l0-143 143 0 0 143-143 0z&quot;,transform:&quot;matrix(1 0 0 -1 0 850)&quot;},spikeline:{width:1e3,height:1e3,path:&quot;M512 409c0-57-46-104-103-104-57 0-104 47-104 104 0 57 47 103 104 103 57 0 103-46 103-103z m-327-39l92 0 0 92-92 0z m-185 0l92 0 0 92-92 0z m370-186l92 0 0 93-92 0z m0-184l92 0 0 92-92 0z&quot;,transform:&quot;matrix(1.5 0 0 -1.5 0 850)&quot;},newplotlylogo:{name:&quot;newplotlylogo&quot;,svg:&quot;&lt;svg xmlns=&#x27;http://www.w3.org/2000/svg&#x27; viewBox=&#x27;0 0 132 132&#x27;&gt;&lt;defs&gt;&lt;style&gt;.cls-1 {fill: #119dff;} .cls-2 {fill: #25fefd;} .cls-3 {fill: #fff;}&lt;/style&gt;&lt;/defs&gt;&lt;title&gt;plotly-logomark&lt;/title&gt;&lt;g id=&#x27;symbol&#x27;&gt;&lt;rect class=&#x27;cls-1&#x27; width=&#x27;132&#x27; height=&#x27;132&#x27; rx=&#x27;6&#x27; ry=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;78&#x27; cy=&#x27;54&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;102&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;78&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;54&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;30&#x27; cy=&#x27;30&#x27; r=&#x27;6&#x27;/&gt;&lt;circle class=&#x27;cls-2&#x27; cx=&#x27;30&#x27; cy=&#x27;54&#x27; r=&#x27;6&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M30,72a6,6,0,0,0-6,6v24a6,6,0,0,0,12,0V78A6,6,0,0,0,30,72Z&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M78,72a6,6,0,0,0-6,6v24a6,6,0,0,0,12,0V78A6,6,0,0,0,78,72Z&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M54,48a6,6,0,0,0-6,6v48a6,6,0,0,0,12,0V54A6,6,0,0,0,54,48Z&#x27;/&gt;&lt;path class=&#x27;cls-3&#x27; d=&#x27;M102,48a6,6,0,0,0-6,6v48a6,6,0,0,0,12,0V54A6,6,0,0,0,102,48Z&#x27;/&gt;&lt;/g&gt;&lt;/svg&gt;&quot;}}},{}],3:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/cone&quot;)},{&quot;../src/traces/cone&quot;:605}],4:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/core&quot;)},{&quot;../src/core&quot;:477}],5:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./core&quot;);n.register([t(&quot;./scatter3d&quot;),t(&quot;./surface&quot;),t(&quot;./mesh3d&quot;),t(&quot;./cone&quot;),t(&quot;./streamtube&quot;)]),e.exports=n},{&quot;./cone&quot;:3,&quot;./core&quot;:4,&quot;./mesh3d&quot;:6,&quot;./scatter3d&quot;:7,&quot;./streamtube&quot;:8,&quot;./surface&quot;:9}],6:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/mesh3d&quot;)},{&quot;../src/traces/mesh3d&quot;:612}],7:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/scatter3d&quot;)},{&quot;../src/traces/scatter3d&quot;:648}],8:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/streamtube&quot;)},{&quot;../src/traces/streamtube&quot;:653}],9:[function(t,e,r){&quot;use strict&quot;;e.exports=t(&quot;../src/traces/surface&quot;)},{&quot;../src/traces/surface&quot;:658}],10:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=(t=t||{}).eye||[0,0,1],r=t.center||[0,0,0],s=t.up||[0,1,0],l=t.distanceLimits||[0,1/0],u=t.mode||&quot;turntable&quot;,c=n(),f=i(),h=a();return c.setDistanceLimits(l[0],l[1]),c.lookAt(0,e,r,s),f.setDistanceLimits(l[0],l[1]),f.lookAt(0,e,r,s),h.setDistanceLimits(l[0],l[1]),h.lookAt(0,e,r,s),new o({turntable:c,orbit:f,matrix:h},u)};var n=t(&quot;turntable-camera-controller&quot;),i=t(&quot;orbit-camera-controller&quot;),a=t(&quot;matrix-camera-controller&quot;);function o(t,e){this._controllerNames=Object.keys(t),this._controllerList=this._controllerNames.map(function(e){return t[e]}),this._mode=e,this._active=t[e],this._active||(this._mode=&quot;turntable&quot;,this._active=t.turntable),this.modes=this._controllerNames,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}var s=o.prototype;[[&quot;flush&quot;,1],[&quot;idle&quot;,1],[&quot;lookAt&quot;,4],[&quot;rotate&quot;,4],[&quot;pan&quot;,4],[&quot;translate&quot;,4],[&quot;setMatrix&quot;,2],[&quot;setDistanceLimits&quot;,2],[&quot;setDistance&quot;,2]].forEach(function(t){for(var e=t[0],r=[],n=0;n&lt;t[1];++n)r.push(&quot;a&quot;+n);var i=&quot;var cc=this._controllerList;for(var i=0;i&lt;cc.length;++i){cc[i].&quot;+t[0]+&quot;(&quot;+r.join()+&quot;)}&quot;;s[e]=Function.apply(null,r.concat(i))}),s.recalcMatrix=function(t){this._active.recalcMatrix(t)},s.getDistance=function(t){return this._active.getDistance(t)},s.getDistanceLimits=function(t){return this._active.getDistanceLimits(t)},s.lastT=function(){return this._active.lastT()},s.setMode=function(t){if(t!==this._mode){var e=this._controllerNames.indexOf(t);if(!(e&lt;0)){var r=this._active,n=this._controllerList[e],i=Math.max(r.lastT(),n.lastT());r.recalcMatrix(i),n.setMatrix(i,r.computedMatrix),this._active=n,this._mode=t,this.computedMatrix=this._active.computedMatrix,this.computedEye=this._active.computedEye,this.computedUp=this._active.computedUp,this.computedCenter=this._active.computedCenter,this.computedRadius=this._active.computedRadius}}},s.getMode=function(){return this._mode}},{&quot;matrix-camera-controller&quot;:269,&quot;orbit-camera-controller&quot;:290,&quot;turntable-camera-controller&quot;:345}],11:[function(t,e,r){&quot;use strict&quot;;var n=&quot;undefined&quot;==typeof WeakMap?t(&quot;weak-map&quot;):WeakMap,i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=new n;e.exports=function(t){var e=o.get(t),r=e&amp;&amp;(e._triangleBuffer.handle||e._triangleBuffer.buffer);if(!r||!t.isBuffer(r)){var n=i(t,new Float32Array([-1,-1,-1,4,4,-1]));(e=a(t,[{buffer:n,type:t.FLOAT,size:2}]))._triangleBuffer=n,o.set(t,e)}e.bind(),t.drawArrays(t.TRIANGLES,0,3),e.unbind()}},{&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168,&quot;weak-map&quot;:353}],12:[function(t,e,r){var n=t(&quot;pad-left&quot;);e.exports=function(t,e,r){e=&quot;number&quot;==typeof e?e:1,r=r||&quot;: &quot;;var i=t.split(/\\r?\\n/),a=String(i.length+e-1).length;return i.map(function(t,i){var o=i+e,s=String(o).length,l=n(o,a-s);return l+r+t}).join(&quot;\\n&quot;)}},{&quot;pad-left&quot;:291}],13:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[0];for(var r=t[0].length,n=[t[0]],a=[0],o=1;o&lt;e;++o)if(n.push(t[o]),i(n,r)){if(a.push(o),a.length===r+1)return a}else n.pop();return a};var n=t(&quot;robust-orientation&quot;);function i(t,e){for(var r=new Array(e+1),i=0;i&lt;t.length;++i)r[i]=t[i];for(i=0;i&lt;=t.length;++i){for(var a=t.length;a&lt;=e;++a){for(var o=new Array(e),s=0;s&lt;e;++s)o[s]=Math.pow(a+1-i,s);r[a]=o}if(n.apply(void 0,r))return!0}return!1}},{&quot;robust-orientation&quot;:322}],14:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){return n(e).filter(function(r){for(var n=new Array(r.length),a=0;a&lt;r.length;++a)n[a]=e[r[a]];return i(n)*t&lt;1})};var n=t(&quot;delaunay-triangulate&quot;),i=t(&quot;circumradius&quot;)},{circumradius:57,&quot;delaunay-triangulate&quot;:83}],15:[function(t,e,r){e.exports=function(t,e){return i(n(t,e))};var n=t(&quot;alpha-complex&quot;),i=t(&quot;simplicial-complex-boundary&quot;)},{&quot;alpha-complex&quot;:14,&quot;simplicial-complex-boundary&quot;:329}],16:[function(t,e,r){e.exports=function(t){return atob(t)}},{}],17:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r=e.length,a=new Array(r+1),o=0;o&lt;r;++o){for(var s=new Array(r+1),l=0;l&lt;=r;++l)s[l]=t[l][o];a[o]=s}a[r]=new Array(r+1);for(var o=0;o&lt;=r;++o)a[r][o]=1;for(var u=new Array(r+1),o=0;o&lt;r;++o)u[o]=e[o];u[r]=1;var c=n(a,u),f=i(c[r+1]);0===f&amp;&amp;(f=1);for(var h=new Array(r+1),o=0;o&lt;=r;++o)h[o]=i(c[o])/f;return h};var n=t(&quot;robust-linear-solve&quot;);function i(t){for(var e=0,r=0;r&lt;t.length;++r)e+=t[r];return e}},{&quot;robust-linear-solve&quot;:321}],18:[function(t,e,r){&quot;use strict&quot;;r.byteLength=function(t){var e=u(t),r=e[0],n=e[1];return 3*(r+n)/4-n},r.toByteArray=function(t){for(var e,r=u(t),n=r[0],o=r[1],s=new a(function(t,e,r){return 3*(e+r)/4-r}(0,n,o)),l=0,c=o&gt;0?n-4:n,f=0;f&lt;c;f+=4)e=i[t.charCodeAt(f)]&lt;&lt;18|i[t.charCodeAt(f+1)]&lt;&lt;12|i[t.charCodeAt(f+2)]&lt;&lt;6|i[t.charCodeAt(f+3)],s[l++]=e&gt;&gt;16&amp;255,s[l++]=e&gt;&gt;8&amp;255,s[l++]=255&amp;e;2===o&amp;&amp;(e=i[t.charCodeAt(f)]&lt;&lt;2|i[t.charCodeAt(f+1)]&gt;&gt;4,s[l++]=255&amp;e);1===o&amp;&amp;(e=i[t.charCodeAt(f)]&lt;&lt;10|i[t.charCodeAt(f+1)]&lt;&lt;4|i[t.charCodeAt(f+2)]&gt;&gt;2,s[l++]=e&gt;&gt;8&amp;255,s[l++]=255&amp;e);return s},r.fromByteArray=function(t){for(var e,r=t.length,i=r%3,a=[],o=0,s=r-i;o&lt;s;o+=16383)a.push(c(t,o,o+16383&gt;s?s:o+16383));1===i?(e=t[r-1],a.push(n[e&gt;&gt;2]+n[e&lt;&lt;4&amp;63]+&quot;==&quot;)):2===i&amp;&amp;(e=(t[r-2]&lt;&lt;8)+t[r-1],a.push(n[e&gt;&gt;10]+n[e&gt;&gt;4&amp;63]+n[e&lt;&lt;2&amp;63]+&quot;=&quot;));return a.join(&quot;&quot;)};for(var n=[],i=[],a=&quot;undefined&quot;!=typeof Uint8Array?Uint8Array:Array,o=&quot;ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/&quot;,s=0,l=o.length;s&lt;l;++s)n[s]=o[s],i[o.charCodeAt(s)]=s;function u(t){var e=t.length;if(e%4&gt;0)throw new Error(&quot;Invalid string. Length must be a multiple of 4&quot;);var r=t.indexOf(&quot;=&quot;);return-1===r&amp;&amp;(r=e),[r,r===e?0:4-r%4]}function c(t,e,r){for(var i,a,o=[],s=e;s&lt;r;s+=3)i=(t[s]&lt;&lt;16&amp;16711680)+(t[s+1]&lt;&lt;8&amp;65280)+(255&amp;t[s+2]),o.push(n[(a=i)&gt;&gt;18&amp;63]+n[a&gt;&gt;12&amp;63]+n[a&gt;&gt;6&amp;63]+n[63&amp;a]);return o.join(&quot;&quot;)}i[&quot;-&quot;.charCodeAt(0)]=62,i[&quot;_&quot;.charCodeAt(0)]=63},{}],19:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[1]).add(e[0].mul(t[1])),t[1].mul(e[1]))}},{&quot;./lib/rationalize&quot;:29}],20:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){return t[0].mul(e[1]).cmp(e[0].mul(t[1]))}},{}],21:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[1]),t[1].mul(e[0]))}},{&quot;./lib/rationalize&quot;:29}],22:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./is-rat&quot;),i=t(&quot;./lib/is-bn&quot;),a=t(&quot;./lib/num-to-bn&quot;),o=t(&quot;./lib/str-to-bn&quot;),s=t(&quot;./lib/rationalize&quot;),l=t(&quot;./div&quot;);e.exports=function t(e,r){if(n(e))return r?l(e,t(r)):[e[0].clone(),e[1].clone()];var u=0;var c,f;if(i(e))c=e.clone();else if(&quot;string&quot;==typeof e)c=o(e);else{if(0===e)return[a(0),a(1)];if(e===Math.floor(e))c=a(e);else{for(;e!==Math.floor(e);)e*=Math.pow(2,256),u-=256;c=a(e)}}if(n(r))c.mul(r[1]),f=r[0].clone();else if(i(r))f=r.clone();else if(&quot;string&quot;==typeof r)f=o(r);else if(r)if(r===Math.floor(r))f=a(r);else{for(;r!==Math.floor(r);)r*=Math.pow(2,256),u+=256;f=a(r)}else f=a(1);u&gt;0?c=c.ushln(u):u&lt;0&amp;&amp;(f=f.ushln(-u));return s(c,f)}},{&quot;./div&quot;:21,&quot;./is-rat&quot;:23,&quot;./lib/is-bn&quot;:27,&quot;./lib/num-to-bn&quot;:28,&quot;./lib/rationalize&quot;:29,&quot;./lib/str-to-bn&quot;:30}],23:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/is-bn&quot;);e.exports=function(t){return Array.isArray(t)&amp;&amp;2===t.length&amp;&amp;n(t[0])&amp;&amp;n(t[1])}},{&quot;./lib/is-bn&quot;:27}],24:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bn.js&quot;);e.exports=function(t){return t.cmp(new n(0))}},{&quot;bn.js&quot;:37}],25:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./bn-sign&quot;);e.exports=function(t){var e=t.length,r=t.words,i=0;if(1===e)i=r[0];else if(2===e)i=r[0]+67108864*r[1];else for(var a=0;a&lt;e;a++){var o=r[a];i+=o*Math.pow(67108864,a)}return n(t)*i}},{&quot;./bn-sign&quot;:24}],26:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;double-bits&quot;),i=t(&quot;bit-twiddle&quot;).countTrailingZeros;e.exports=function(t){var e=i(n.lo(t));if(e&lt;32)return e;var r=i(n.hi(t));if(r&gt;20)return 52;return r+32}},{&quot;bit-twiddle&quot;:36,&quot;double-bits&quot;:84}],27:[function(t,e,r){&quot;use strict&quot;;t(&quot;bn.js&quot;);e.exports=function(t){return t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;Boolean(t.words)}},{&quot;bn.js&quot;:37}],28:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bn.js&quot;),i=t(&quot;double-bits&quot;);e.exports=function(t){var e=i.exponent(t);return e&lt;52?new n(t):new n(t*Math.pow(2,52-e)).ushln(e-52)}},{&quot;bn.js&quot;:37,&quot;double-bits&quot;:84}],29:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./num-to-bn&quot;),i=t(&quot;./bn-sign&quot;);e.exports=function(t,e){var r=i(t),a=i(e);if(0===r)return[n(0),n(1)];if(0===a)return[n(0),n(0)];a&lt;0&amp;&amp;(t=t.neg(),e=e.neg());var o=t.gcd(e);if(o.cmpn(1))return[t.div(o),e.div(o)];return[t,e]}},{&quot;./bn-sign&quot;:24,&quot;./num-to-bn&quot;:28}],30:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bn.js&quot;);e.exports=function(t){return new n(t)}},{&quot;bn.js&quot;:37}],31:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[0]),t[1].mul(e[1]))}},{&quot;./lib/rationalize&quot;:29}],32:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/bn-sign&quot;);e.exports=function(t){return n(t[0])*n(t[1])}},{&quot;./lib/bn-sign&quot;:24}],33:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/rationalize&quot;);e.exports=function(t,e){return n(t[0].mul(e[1]).sub(t[1].mul(e[0])),t[1].mul(e[1]))}},{&quot;./lib/rationalize&quot;:29}],34:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/bn-to-num&quot;),i=t(&quot;./lib/ctz&quot;);e.exports=function(t){var e=t[0],r=t[1];if(0===e.cmpn(0))return 0;var a=e.abs().divmod(r.abs()),o=a.div,s=n(o),l=a.mod,u=e.negative!==r.negative?-1:1;if(0===l.cmpn(0))return u*s;if(s){var c=i(s)+4,f=n(l.ushln(c).divRound(r));return u*(s+f*Math.pow(2,-c))}var h=r.bitLength()-l.bitLength()+53,f=n(l.ushln(h).divRound(r));return h&lt;1023?u*f*Math.pow(2,-h):(f*=Math.pow(2,-1023),u*f*Math.pow(2,1023-h))}},{&quot;./lib/bn-to-num&quot;:25,&quot;./lib/ctz&quot;:26}],35:[function(t,e,r){&quot;use strict&quot;;function n(t,e,r,n,i,a){var o=[&quot;function &quot;,t,&quot;(a,l,h,&quot;,n.join(&quot;,&quot;),&quot;){&quot;,a?&quot;&quot;:&quot;var i=&quot;,r?&quot;l-1&quot;:&quot;h+1&quot;,&quot;;while(l&lt;=h){var m=(l+h)&gt;&gt;&gt;1,x=a&quot;,i?&quot;.get(m)&quot;:&quot;[m]&quot;];return a?e.indexOf(&quot;c&quot;)&lt;0?o.push(&quot;;if(x===y){return m}else if(x&lt;=y){&quot;):o.push(&quot;;var p=c(x,y);if(p===0){return m}else if(p&lt;=0){&quot;):o.push(&quot;;if(&quot;,e,&quot;){i=m;&quot;),r?o.push(&quot;l=m+1}else{h=m-1}&quot;):o.push(&quot;h=m-1}else{l=m+1}&quot;),o.push(&quot;}&quot;),a?o.push(&quot;return -1};&quot;):o.push(&quot;return i};&quot;),o.join(&quot;&quot;)}function i(t,e,r,i){return new Function([n(&quot;A&quot;,&quot;x&quot;+t+&quot;y&quot;,e,[&quot;y&quot;],!1,i),n(&quot;B&quot;,&quot;x&quot;+t+&quot;y&quot;,e,[&quot;y&quot;],!0,i),n(&quot;P&quot;,&quot;c(x,y)&quot;+t+&quot;0&quot;,e,[&quot;y&quot;,&quot;c&quot;],!1,i),n(&quot;Q&quot;,&quot;c(x,y)&quot;+t+&quot;0&quot;,e,[&quot;y&quot;,&quot;c&quot;],!0,i),&quot;function dispatchBsearch&quot;,r,&quot;(a,y,c,l,h){if(a.shape){if(typeof(c)===&#x27;function&#x27;){return Q(a,(l===undefined)?0:l|0,(h===undefined)?a.shape[0]-1:h|0,y,c)}else{return B(a,(c===undefined)?0:c|0,(l===undefined)?a.shape[0]-1:l|0,y)}}else{if(typeof(c)===&#x27;function&#x27;){return P(a,(l===undefined)?0:l|0,(h===undefined)?a.length-1:h|0,y,c)}else{return A(a,(c===undefined)?0:c|0,(l===undefined)?a.length-1:l|0,y)}}}return dispatchBsearch&quot;,r].join(&quot;&quot;))()}e.exports={ge:i(&quot;&gt;=&quot;,!1,&quot;GE&quot;),gt:i(&quot;&gt;&quot;,!1,&quot;GT&quot;),lt:i(&quot;&lt;&quot;,!0,&quot;LT&quot;),le:i(&quot;&lt;=&quot;,!0,&quot;LE&quot;),eq:i(&quot;-&quot;,!0,&quot;EQ&quot;,!0)}},{}],36:[function(t,e,r){&quot;use strict&quot;;function n(t){var e=32;return(t&amp;=-t)&amp;&amp;e--,65535&amp;t&amp;&amp;(e-=16),16711935&amp;t&amp;&amp;(e-=8),252645135&amp;t&amp;&amp;(e-=4),858993459&amp;t&amp;&amp;(e-=2),1431655765&amp;t&amp;&amp;(e-=1),e}r.INT_BITS=32,r.INT_MAX=2147483647,r.INT_MIN=-1&lt;&lt;31,r.sign=function(t){return(t&gt;0)-(t&lt;0)},r.abs=function(t){var e=t&gt;&gt;31;return(t^e)-e},r.min=function(t,e){return e^(t^e)&amp;-(t&lt;e)},r.max=function(t,e){return t^(t^e)&amp;-(t&lt;e)},r.isPow2=function(t){return!(t&amp;t-1||!t)},r.log2=function(t){var e,r;return e=(t&gt;65535)&lt;&lt;4,e|=r=((t&gt;&gt;&gt;=e)&gt;255)&lt;&lt;3,e|=r=((t&gt;&gt;&gt;=r)&gt;15)&lt;&lt;2,(e|=r=((t&gt;&gt;&gt;=r)&gt;3)&lt;&lt;1)|(t&gt;&gt;&gt;=r)&gt;&gt;1},r.log10=function(t){return t&gt;=1e9?9:t&gt;=1e8?8:t&gt;=1e7?7:t&gt;=1e6?6:t&gt;=1e5?5:t&gt;=1e4?4:t&gt;=1e3?3:t&gt;=100?2:t&gt;=10?1:0},r.popCount=function(t){return 16843009*((t=(858993459&amp;(t-=t&gt;&gt;&gt;1&amp;1431655765))+(t&gt;&gt;&gt;2&amp;858993459))+(t&gt;&gt;&gt;4)&amp;252645135)&gt;&gt;&gt;24},r.countTrailingZeros=n,r.nextPow2=function(t){return t+=0===t,--t,t|=t&gt;&gt;&gt;1,t|=t&gt;&gt;&gt;2,t|=t&gt;&gt;&gt;4,t|=t&gt;&gt;&gt;8,(t|=t&gt;&gt;&gt;16)+1},r.prevPow2=function(t){return t|=t&gt;&gt;&gt;1,t|=t&gt;&gt;&gt;2,t|=t&gt;&gt;&gt;4,t|=t&gt;&gt;&gt;8,(t|=t&gt;&gt;&gt;16)-(t&gt;&gt;&gt;1)},r.parity=function(t){return t^=t&gt;&gt;&gt;16,t^=t&gt;&gt;&gt;8,t^=t&gt;&gt;&gt;4,27030&gt;&gt;&gt;(t&amp;=15)&amp;1};var i=new Array(256);!function(t){for(var e=0;e&lt;256;++e){var r=e,n=e,i=7;for(r&gt;&gt;&gt;=1;r;r&gt;&gt;&gt;=1)n&lt;&lt;=1,n|=1&amp;r,--i;t[e]=n&lt;&lt;i&amp;255}}(i),r.reverse=function(t){return i[255&amp;t]&lt;&lt;24|i[t&gt;&gt;&gt;8&amp;255]&lt;&lt;16|i[t&gt;&gt;&gt;16&amp;255]&lt;&lt;8|i[t&gt;&gt;&gt;24&amp;255]},r.interleave2=function(t,e){return(t=1431655765&amp;((t=858993459&amp;((t=252645135&amp;((t=16711935&amp;((t&amp;=65535)|t&lt;&lt;8))|t&lt;&lt;4))|t&lt;&lt;2))|t&lt;&lt;1))|(e=1431655765&amp;((e=858993459&amp;((e=252645135&amp;((e=16711935&amp;((e&amp;=65535)|e&lt;&lt;8))|e&lt;&lt;4))|e&lt;&lt;2))|e&lt;&lt;1))&lt;&lt;1},r.deinterleave2=function(t,e){return(t=65535&amp;((t=16711935&amp;((t=252645135&amp;((t=858993459&amp;((t=t&gt;&gt;&gt;e&amp;1431655765)|t&gt;&gt;&gt;1))|t&gt;&gt;&gt;2))|t&gt;&gt;&gt;4))|t&gt;&gt;&gt;16))&lt;&lt;16&gt;&gt;16},r.interleave3=function(t,e,r){return t=1227133513&amp;((t=3272356035&amp;((t=251719695&amp;((t=4278190335&amp;((t&amp;=1023)|t&lt;&lt;16))|t&lt;&lt;8))|t&lt;&lt;4))|t&lt;&lt;2),(t|=(e=1227133513&amp;((e=3272356035&amp;((e=251719695&amp;((e=4278190335&amp;((e&amp;=1023)|e&lt;&lt;16))|e&lt;&lt;8))|e&lt;&lt;4))|e&lt;&lt;2))&lt;&lt;1)|(r=1227133513&amp;((r=3272356035&amp;((r=251719695&amp;((r=4278190335&amp;((r&amp;=1023)|r&lt;&lt;16))|r&lt;&lt;8))|r&lt;&lt;4))|r&lt;&lt;2))&lt;&lt;2},r.deinterleave3=function(t,e){return(t=1023&amp;((t=4278190335&amp;((t=251719695&amp;((t=3272356035&amp;((t=t&gt;&gt;&gt;e&amp;1227133513)|t&gt;&gt;&gt;2))|t&gt;&gt;&gt;4))|t&gt;&gt;&gt;8))|t&gt;&gt;&gt;16))&lt;&lt;22&gt;&gt;22},r.nextCombination=function(t){var e=t|t-1;return e+1|(~e&amp;-~e)-1&gt;&gt;&gt;n(t)+1}},{}],37:[function(t,e,r){!function(e,r){&quot;use strict&quot;;function n(t,e){if(!t)throw new Error(e||&quot;Assertion failed&quot;)}function i(t,e){t.super_=e;var r=function(){};r.prototype=e.prototype,t.prototype=new r,t.prototype.constructor=t}function a(t,e,r){if(a.isBN(t))return t;this.negative=0,this.words=null,this.length=0,this.red=null,null!==t&amp;&amp;(&quot;le&quot;!==e&amp;&amp;&quot;be&quot;!==e||(r=e,e=10),this._init(t||0,e||10,r||&quot;be&quot;))}var o;&quot;object&quot;==typeof e?e.exports=a:r.BN=a,a.BN=a,a.wordSize=26;try{o=t(&quot;buffer&quot;).Buffer}catch(t){}function s(t,e,r){for(var n=0,i=Math.min(t.length,r),a=e;a&lt;i;a++){var o=t.charCodeAt(a)-48;n&lt;&lt;=4,n|=o&gt;=49&amp;&amp;o&lt;=54?o-49+10:o&gt;=17&amp;&amp;o&lt;=22?o-17+10:15&amp;o}return n}function l(t,e,r,n){for(var i=0,a=Math.min(t.length,r),o=e;o&lt;a;o++){var s=t.charCodeAt(o)-48;i*=n,i+=s&gt;=49?s-49+10:s&gt;=17?s-17+10:s}return i}a.isBN=function(t){return t instanceof a||null!==t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;t.constructor.wordSize===a.wordSize&amp;&amp;Array.isArray(t.words)},a.max=function(t,e){return t.cmp(e)&gt;0?t:e},a.min=function(t,e){return t.cmp(e)&lt;0?t:e},a.prototype._init=function(t,e,r){if(&quot;number&quot;==typeof t)return this._initNumber(t,e,r);if(&quot;object&quot;==typeof t)return this._initArray(t,e,r);&quot;hex&quot;===e&amp;&amp;(e=16),n(e===(0|e)&amp;&amp;e&gt;=2&amp;&amp;e&lt;=36);var i=0;&quot;-&quot;===(t=t.toString().replace(/\\s+/g,&quot;&quot;))[0]&amp;&amp;i++,16===e?this._parseHex(t,i):this._parseBase(t,e,i),&quot;-&quot;===t[0]&amp;&amp;(this.negative=1),this.strip(),&quot;le&quot;===r&amp;&amp;this._initArray(this.toArray(),e,r)},a.prototype._initNumber=function(t,e,r){t&lt;0&amp;&amp;(this.negative=1,t=-t),t&lt;67108864?(this.words=[67108863&amp;t],this.length=1):t&lt;4503599627370496?(this.words=[67108863&amp;t,t/67108864&amp;67108863],this.length=2):(n(t&lt;9007199254740992),this.words=[67108863&amp;t,t/67108864&amp;67108863,1],this.length=3),&quot;le&quot;===r&amp;&amp;this._initArray(this.toArray(),e,r)},a.prototype._initArray=function(t,e,r){if(n(&quot;number&quot;==typeof t.length),t.length&lt;=0)return this.words=[0],this.length=1,this;this.length=Math.ceil(t.length/3),this.words=new Array(this.length);for(var i=0;i&lt;this.length;i++)this.words[i]=0;var a,o,s=0;if(&quot;be&quot;===r)for(i=t.length-1,a=0;i&gt;=0;i-=3)o=t[i]|t[i-1]&lt;&lt;8|t[i-2]&lt;&lt;16,this.words[a]|=o&lt;&lt;s&amp;67108863,this.words[a+1]=o&gt;&gt;&gt;26-s&amp;67108863,(s+=24)&gt;=26&amp;&amp;(s-=26,a++);else if(&quot;le&quot;===r)for(i=0,a=0;i&lt;t.length;i+=3)o=t[i]|t[i+1]&lt;&lt;8|t[i+2]&lt;&lt;16,this.words[a]|=o&lt;&lt;s&amp;67108863,this.words[a+1]=o&gt;&gt;&gt;26-s&amp;67108863,(s+=24)&gt;=26&amp;&amp;(s-=26,a++);return this.strip()},a.prototype._parseHex=function(t,e){this.length=Math.ceil((t.length-e)/6),this.words=new Array(this.length);for(var r=0;r&lt;this.length;r++)this.words[r]=0;var n,i,a=0;for(r=t.length-6,n=0;r&gt;=e;r-=6)i=s(t,r,r+6),this.words[n]|=i&lt;&lt;a&amp;67108863,this.words[n+1]|=i&gt;&gt;&gt;26-a&amp;4194303,(a+=24)&gt;=26&amp;&amp;(a-=26,n++);r+6!==e&amp;&amp;(i=s(t,e,r+6),this.words[n]|=i&lt;&lt;a&amp;67108863,this.words[n+1]|=i&gt;&gt;&gt;26-a&amp;4194303),this.strip()},a.prototype._parseBase=function(t,e,r){this.words=[0],this.length=1;for(var n=0,i=1;i&lt;=67108863;i*=e)n++;n--,i=i/e|0;for(var a=t.length-r,o=a%n,s=Math.min(a,a-o)+r,u=0,c=r;c&lt;s;c+=n)u=l(t,c,c+n,e),this.imuln(i),this.words[0]+u&lt;67108864?this.words[0]+=u:this._iaddn(u);if(0!==o){var f=1;for(u=l(t,c,t.length,e),c=0;c&lt;o;c++)f*=e;this.imuln(f),this.words[0]+u&lt;67108864?this.words[0]+=u:this._iaddn(u)}},a.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e&lt;this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},a.prototype.clone=function(){var t=new a(null);return this.copy(t),t},a.prototype._expand=function(t){for(;this.length&lt;t;)this.words[this.length++]=0;return this},a.prototype.strip=function(){for(;this.length&gt;1&amp;&amp;0===this.words[this.length-1];)this.length--;return this._normSign()},a.prototype._normSign=function(){return 1===this.length&amp;&amp;0===this.words[0]&amp;&amp;(this.negative=0),this},a.prototype.inspect=function(){return(this.red?&quot;&lt;BN-R: &quot;:&quot;&lt;BN: &quot;)+this.toString(16)+&quot;&gt;&quot;};var u=[&quot;&quot;,&quot;0&quot;,&quot;00&quot;,&quot;000&quot;,&quot;0000&quot;,&quot;00000&quot;,&quot;000000&quot;,&quot;0000000&quot;,&quot;00000000&quot;,&quot;000000000&quot;,&quot;0000000000&quot;,&quot;00000000000&quot;,&quot;000000000000&quot;,&quot;0000000000000&quot;,&quot;00000000000000&quot;,&quot;000000000000000&quot;,&quot;0000000000000000&quot;,&quot;00000000000000000&quot;,&quot;000000000000000000&quot;,&quot;0000000000000000000&quot;,&quot;00000000000000000000&quot;,&quot;000000000000000000000&quot;,&quot;0000000000000000000000&quot;,&quot;00000000000000000000000&quot;,&quot;000000000000000000000000&quot;,&quot;0000000000000000000000000&quot;],c=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],f=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function h(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&amp;o,l=o/67108864|0;r.words[0]=s;for(var u=1;u&lt;n;u++){for(var c=l&gt;&gt;&gt;26,f=67108863&amp;l,h=Math.min(u,e.length-1),d=Math.max(0,u-t.length+1);d&lt;=h;d++){var p=u-d|0;c+=(o=(i=0|t.words[p])*(a=0|e.words[d])+f)/67108864|0,f=67108863&amp;o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||&quot;hex&quot;===t){r=&quot;&quot;;for(var i=0,a=0,o=0;o&lt;this.length;o++){var s=this.words[o],l=(16777215&amp;(s&lt;&lt;i|a)).toString(16);r=0!==(a=s&gt;&gt;&gt;24-i&amp;16777215)||o!==this.length-1?u[6-l.length]+l+r:l+r,(i+=2)&gt;=26&amp;&amp;(i-=26,o--)}for(0!==a&amp;&amp;(r=a.toString(16)+r);r.length%e!=0;)r=&quot;0&quot;+r;return 0!==this.negative&amp;&amp;(r=&quot;-&quot;+r),r}if(t===(0|t)&amp;&amp;t&gt;=2&amp;&amp;t&lt;=36){var h=c[t],d=f[t];r=&quot;&quot;;var p=this.clone();for(p.negative=0;!p.isZero();){var g=p.modn(d).toString(t);r=(p=p.idivn(d)).isZero()?g+r:u[h-g.length]+g+r}for(this.isZero()&amp;&amp;(r=&quot;0&quot;+r);r.length%e!=0;)r=&quot;0&quot;+r;return 0!==this.negative&amp;&amp;(r=&quot;-&quot;+r),r}n(!1,&quot;Base should be between 2 and 36&quot;)},a.prototype.toNumber=function(){var t=this.words[0];return 2===this.length?t+=67108864*this.words[1]:3===this.length&amp;&amp;1===this.words[2]?t+=4503599627370496+67108864*this.words[1]:this.length&gt;2&amp;&amp;n(!1,&quot;Number can only safely store up to 53 bits&quot;),0!==this.negative?-t:t},a.prototype.toJSON=function(){return this.toString(16)},a.prototype.toBuffer=function(t,e){return n(&quot;undefined&quot;!=typeof o),this.toArrayLike(o,t,e)},a.prototype.toArray=function(t,e){return this.toArrayLike(Array,t,e)},a.prototype.toArrayLike=function(t,e,r){var i=this.byteLength(),a=r||Math.max(1,i);n(i&lt;=a,&quot;byte array longer than desired length&quot;),n(a&gt;0,&quot;Requested array length &lt;= 0&quot;),this.strip();var o,s,l=&quot;le&quot;===e,u=new t(a),c=this.clone();if(l){for(s=0;!c.isZero();s++)o=c.andln(255),c.iushrn(8),u[s]=o;for(;s&lt;a;s++)u[s]=0}else{for(s=0;s&lt;a-i;s++)u[s]=0;for(s=0;!c.isZero();s++)o=c.andln(255),c.iushrn(8),u[a-s-1]=o}return u},Math.clz32?a.prototype._countBits=function(t){return 32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e&gt;=4096&amp;&amp;(r+=13,e&gt;&gt;&gt;=13),e&gt;=64&amp;&amp;(r+=7,e&gt;&gt;&gt;=7),e&gt;=8&amp;&amp;(r+=4,e&gt;&gt;&gt;=4),e&gt;=2&amp;&amp;(r+=2,e&gt;&gt;&gt;=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&amp;e)&amp;&amp;(r+=13,e&gt;&gt;&gt;=13),0==(127&amp;e)&amp;&amp;(r+=7,e&gt;&gt;&gt;=7),0==(15&amp;e)&amp;&amp;(r+=4,e&gt;&gt;&gt;=4),0==(3&amp;e)&amp;&amp;(r+=2,e&gt;&gt;&gt;=2),0==(1&amp;e)&amp;&amp;r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e&lt;this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length&lt;t.length;)this.words[this.length++]=0;for(var e=0;e&lt;t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length&gt;t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length&gt;t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length&gt;t.length?t:this;for(var r=0;r&lt;e.length;r++)this.words[r]=this.words[r]&amp;t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length&gt;t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length&gt;t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length&gt;t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n&lt;r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n&lt;e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length&gt;t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length&gt;t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r&gt;0&amp;&amp;e--;for(var i=0;i&lt;e;i++)this.words[i]=67108863&amp;~this.words[i];return r&gt;0&amp;&amp;(this.words[i]=~this.words[i]&amp;67108863&gt;&gt;26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1&lt;&lt;i:this.words[r]&amp;~(1&lt;&lt;i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&amp;&amp;0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&amp;&amp;0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length&gt;t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a&lt;n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&amp;e,i=e&gt;&gt;&gt;26;for(;0!==i&amp;&amp;a&lt;r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&amp;e,i=e&gt;&gt;&gt;26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a&lt;r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&amp;&amp;0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&amp;&amp;0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length&gt;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&gt;0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o&lt;n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)&gt;&gt;26,this.words[o]=67108863&amp;e;for(;0!==a&amp;&amp;o&lt;r.length;o++)a=(e=(0|r.words[o])+a)&gt;&gt;26,this.words[o]=67108863&amp;e;if(0===a&amp;&amp;o&lt;r.length&amp;&amp;r!==this)for(;o&lt;r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&amp;&amp;(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,u=0,c=0|o[0],f=8191&amp;c,h=c&gt;&gt;&gt;13,d=0|o[1],p=8191&amp;d,g=d&gt;&gt;&gt;13,v=0|o[2],m=8191&amp;v,y=v&gt;&gt;&gt;13,b=0|o[3],x=8191&amp;b,_=b&gt;&gt;&gt;13,w=0|o[4],A=8191&amp;w,M=w&gt;&gt;&gt;13,T=0|o[5],k=8191&amp;T,E=T&gt;&gt;&gt;13,L=0|o[6],S=8191&amp;L,C=L&gt;&gt;&gt;13,O=0|o[7],R=8191&amp;O,P=O&gt;&gt;&gt;13,z=0|o[8],I=8191&amp;z,N=z&gt;&gt;&gt;13,D=0|o[9],F=8191&amp;D,j=D&gt;&gt;&gt;13,B=0|s[0],U=8191&amp;B,V=B&gt;&gt;&gt;13,H=0|s[1],q=8191&amp;H,G=H&gt;&gt;&gt;13,X=0|s[2],W=8191&amp;X,Y=X&gt;&gt;&gt;13,Z=0|s[3],Q=8191&amp;Z,$=Z&gt;&gt;&gt;13,J=0|s[4],K=8191&amp;J,tt=J&gt;&gt;&gt;13,et=0|s[5],rt=8191&amp;et,nt=et&gt;&gt;&gt;13,it=0|s[6],at=8191&amp;it,ot=it&gt;&gt;&gt;13,st=0|s[7],lt=8191&amp;st,ut=st&gt;&gt;&gt;13,ct=0|s[8],ft=8191&amp;ct,ht=ct&gt;&gt;&gt;13,dt=0|s[9],pt=8191&amp;dt,gt=dt&gt;&gt;&gt;13;r.negative=t.negative^e.negative,r.length=19;var vt=(u+(n=Math.imul(f,U))|0)+((8191&amp;(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))&lt;&lt;13)|0;u=((a=Math.imul(h,V))+(i&gt;&gt;&gt;13)|0)+(vt&gt;&gt;&gt;26)|0,vt&amp;=67108863,n=Math.imul(p,U),i=(i=Math.imul(p,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var mt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,G)|0)+(i&gt;&gt;&gt;13)|0)+(mt&gt;&gt;&gt;26)|0,mt&amp;=67108863,n=Math.imul(m,U),i=(i=Math.imul(m,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(p,q)|0,i=(i=i+Math.imul(p,G)|0)+Math.imul(g,q)|0,a=a+Math.imul(g,G)|0;var yt=(u+(n=n+Math.imul(f,W)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,Y)|0)+Math.imul(h,W)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,Y)|0)+(i&gt;&gt;&gt;13)|0)+(yt&gt;&gt;&gt;26)|0,yt&amp;=67108863,n=Math.imul(x,U),i=(i=Math.imul(x,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(m,q)|0,i=(i=i+Math.imul(m,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(p,W)|0,i=(i=i+Math.imul(p,Y)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,Y)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,$)|0)+Math.imul(h,Q)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,$)|0)+(i&gt;&gt;&gt;13)|0)+(bt&gt;&gt;&gt;26)|0,bt&amp;=67108863,n=Math.imul(A,U),i=(i=Math.imul(A,V))+Math.imul(M,U)|0,a=Math.imul(M,V),n=n+Math.imul(x,q)|0,i=(i=i+Math.imul(x,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(m,W)|0,i=(i=i+Math.imul(m,Y)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,Y)|0,n=n+Math.imul(p,Q)|0,i=(i=i+Math.imul(p,$)|0)+Math.imul(g,Q)|0,a=a+Math.imul(g,$)|0;var xt=(u+(n=n+Math.imul(f,K)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,K)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,tt)|0)+(i&gt;&gt;&gt;13)|0)+(xt&gt;&gt;&gt;26)|0,xt&amp;=67108863,n=Math.imul(k,U),i=(i=Math.imul(k,V))+Math.imul(E,U)|0,a=Math.imul(E,V),n=n+Math.imul(A,q)|0,i=(i=i+Math.imul(A,G)|0)+Math.imul(M,q)|0,a=a+Math.imul(M,G)|0,n=n+Math.imul(x,W)|0,i=(i=i+Math.imul(x,Y)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,Y)|0,n=n+Math.imul(m,Q)|0,i=(i=i+Math.imul(m,$)|0)+Math.imul(y,Q)|0,a=a+Math.imul(y,$)|0,n=n+Math.imul(p,K)|0,i=(i=i+Math.imul(p,tt)|0)+Math.imul(g,K)|0,a=a+Math.imul(g,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,nt)|0)+(i&gt;&gt;&gt;13)|0)+(_t&gt;&gt;&gt;26)|0,_t&amp;=67108863,n=Math.imul(S,U),i=(i=Math.imul(S,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(k,q)|0,i=(i=i+Math.imul(k,G)|0)+Math.imul(E,q)|0,a=a+Math.imul(E,G)|0,n=n+Math.imul(A,W)|0,i=(i=i+Math.imul(A,Y)|0)+Math.imul(M,W)|0,a=a+Math.imul(M,Y)|0,n=n+Math.imul(x,Q)|0,i=(i=i+Math.imul(x,$)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,$)|0,n=n+Math.imul(m,K)|0,i=(i=i+Math.imul(m,tt)|0)+Math.imul(y,K)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(p,rt)|0,i=(i=i+Math.imul(p,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ot)|0)+(i&gt;&gt;&gt;13)|0)+(wt&gt;&gt;&gt;26)|0,wt&amp;=67108863,n=Math.imul(R,U),i=(i=Math.imul(R,V))+Math.imul(P,U)|0,a=Math.imul(P,V),n=n+Math.imul(S,q)|0,i=(i=i+Math.imul(S,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(k,W)|0,i=(i=i+Math.imul(k,Y)|0)+Math.imul(E,W)|0,a=a+Math.imul(E,Y)|0,n=n+Math.imul(A,Q)|0,i=(i=i+Math.imul(A,$)|0)+Math.imul(M,Q)|0,a=a+Math.imul(M,$)|0,n=n+Math.imul(x,K)|0,i=(i=i+Math.imul(x,tt)|0)+Math.imul(_,K)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(m,rt)|0,i=(i=i+Math.imul(m,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(p,at)|0,i=(i=i+Math.imul(p,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var At=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ut)|0)+(i&gt;&gt;&gt;13)|0)+(At&gt;&gt;&gt;26)|0,At&amp;=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(R,q)|0,i=(i=i+Math.imul(R,G)|0)+Math.imul(P,q)|0,a=a+Math.imul(P,G)|0,n=n+Math.imul(S,W)|0,i=(i=i+Math.imul(S,Y)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,Y)|0,n=n+Math.imul(k,Q)|0,i=(i=i+Math.imul(k,$)|0)+Math.imul(E,Q)|0,a=a+Math.imul(E,$)|0,n=n+Math.imul(A,K)|0,i=(i=i+Math.imul(A,tt)|0)+Math.imul(M,K)|0,a=a+Math.imul(M,tt)|0,n=n+Math.imul(x,rt)|0,i=(i=i+Math.imul(x,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(m,at)|0,i=(i=i+Math.imul(m,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(p,lt)|0,i=(i=i+Math.imul(p,ut)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ut)|0;var Mt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ht)|0)+(i&gt;&gt;&gt;13)|0)+(Mt&gt;&gt;&gt;26)|0,Mt&amp;=67108863,n=Math.imul(F,U),i=(i=Math.imul(F,V))+Math.imul(j,U)|0,a=Math.imul(j,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(N,q)|0,a=a+Math.imul(N,G)|0,n=n+Math.imul(R,W)|0,i=(i=i+Math.imul(R,Y)|0)+Math.imul(P,W)|0,a=a+Math.imul(P,Y)|0,n=n+Math.imul(S,Q)|0,i=(i=i+Math.imul(S,$)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,$)|0,n=n+Math.imul(k,K)|0,i=(i=i+Math.imul(k,tt)|0)+Math.imul(E,K)|0,a=a+Math.imul(E,tt)|0,n=n+Math.imul(A,rt)|0,i=(i=i+Math.imul(A,nt)|0)+Math.imul(M,rt)|0,a=a+Math.imul(M,nt)|0,n=n+Math.imul(x,at)|0,i=(i=i+Math.imul(x,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(m,lt)|0,i=(i=i+Math.imul(m,ut)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ut)|0,n=n+Math.imul(p,ft)|0,i=(i=i+Math.imul(p,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var Tt=(u+(n=n+Math.imul(f,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Tt&gt;&gt;&gt;26)|0,Tt&amp;=67108863,n=Math.imul(F,q),i=(i=Math.imul(F,G))+Math.imul(j,q)|0,a=Math.imul(j,G),n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,Y)|0)+Math.imul(N,W)|0,a=a+Math.imul(N,Y)|0,n=n+Math.imul(R,Q)|0,i=(i=i+Math.imul(R,$)|0)+Math.imul(P,Q)|0,a=a+Math.imul(P,$)|0,n=n+Math.imul(S,K)|0,i=(i=i+Math.imul(S,tt)|0)+Math.imul(C,K)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(k,rt)|0,i=(i=i+Math.imul(k,nt)|0)+Math.imul(E,rt)|0,a=a+Math.imul(E,nt)|0,n=n+Math.imul(A,at)|0,i=(i=i+Math.imul(A,ot)|0)+Math.imul(M,at)|0,a=a+Math.imul(M,ot)|0,n=n+Math.imul(x,lt)|0,i=(i=i+Math.imul(x,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(m,ft)|0,i=(i=i+Math.imul(m,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var kt=(u+(n=n+Math.imul(p,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(p,gt)|0)+Math.imul(g,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(g,gt)|0)+(i&gt;&gt;&gt;13)|0)+(kt&gt;&gt;&gt;26)|0,kt&amp;=67108863,n=Math.imul(F,W),i=(i=Math.imul(F,Y))+Math.imul(j,W)|0,a=Math.imul(j,Y),n=n+Math.imul(I,Q)|0,i=(i=i+Math.imul(I,$)|0)+Math.imul(N,Q)|0,a=a+Math.imul(N,$)|0,n=n+Math.imul(R,K)|0,i=(i=i+Math.imul(R,tt)|0)+Math.imul(P,K)|0,a=a+Math.imul(P,tt)|0,n=n+Math.imul(S,rt)|0,i=(i=i+Math.imul(S,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(k,at)|0,i=(i=i+Math.imul(k,ot)|0)+Math.imul(E,at)|0,a=a+Math.imul(E,ot)|0,n=n+Math.imul(A,lt)|0,i=(i=i+Math.imul(A,ut)|0)+Math.imul(M,lt)|0,a=a+Math.imul(M,ut)|0,n=n+Math.imul(x,ft)|0,i=(i=i+Math.imul(x,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var Et=(u+(n=n+Math.imul(m,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(m,gt)|0)+Math.imul(y,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(y,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Et&gt;&gt;&gt;26)|0,Et&amp;=67108863,n=Math.imul(F,Q),i=(i=Math.imul(F,$))+Math.imul(j,Q)|0,a=Math.imul(j,$),n=n+Math.imul(I,K)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(N,K)|0,a=a+Math.imul(N,tt)|0,n=n+Math.imul(R,rt)|0,i=(i=i+Math.imul(R,nt)|0)+Math.imul(P,rt)|0,a=a+Math.imul(P,nt)|0,n=n+Math.imul(S,at)|0,i=(i=i+Math.imul(S,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(k,lt)|0,i=(i=i+Math.imul(k,ut)|0)+Math.imul(E,lt)|0,a=a+Math.imul(E,ut)|0,n=n+Math.imul(A,ft)|0,i=(i=i+Math.imul(A,ht)|0)+Math.imul(M,ft)|0,a=a+Math.imul(M,ht)|0;var Lt=(u+(n=n+Math.imul(x,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(x,gt)|0)+Math.imul(_,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(_,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Lt&gt;&gt;&gt;26)|0,Lt&amp;=67108863,n=Math.imul(F,K),i=(i=Math.imul(F,tt))+Math.imul(j,K)|0,a=Math.imul(j,tt),n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(N,rt)|0,a=a+Math.imul(N,nt)|0,n=n+Math.imul(R,at)|0,i=(i=i+Math.imul(R,ot)|0)+Math.imul(P,at)|0,a=a+Math.imul(P,ot)|0,n=n+Math.imul(S,lt)|0,i=(i=i+Math.imul(S,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(k,ft)|0,i=(i=i+Math.imul(k,ht)|0)+Math.imul(E,ft)|0,a=a+Math.imul(E,ht)|0;var St=(u+(n=n+Math.imul(A,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(A,gt)|0)+Math.imul(M,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(M,gt)|0)+(i&gt;&gt;&gt;13)|0)+(St&gt;&gt;&gt;26)|0,St&amp;=67108863,n=Math.imul(F,rt),i=(i=Math.imul(F,nt))+Math.imul(j,rt)|0,a=Math.imul(j,nt),n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(N,at)|0,a=a+Math.imul(N,ot)|0,n=n+Math.imul(R,lt)|0,i=(i=i+Math.imul(R,ut)|0)+Math.imul(P,lt)|0,a=a+Math.imul(P,ut)|0,n=n+Math.imul(S,ft)|0,i=(i=i+Math.imul(S,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(k,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(k,gt)|0)+Math.imul(E,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(E,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Ct&gt;&gt;&gt;26)|0,Ct&amp;=67108863,n=Math.imul(F,at),i=(i=Math.imul(F,ot))+Math.imul(j,at)|0,a=Math.imul(j,ot),n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ut)|0)+Math.imul(N,lt)|0,a=a+Math.imul(N,ut)|0,n=n+Math.imul(R,ft)|0,i=(i=i+Math.imul(R,ht)|0)+Math.imul(P,ft)|0,a=a+Math.imul(P,ht)|0;var Ot=(u+(n=n+Math.imul(S,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(S,gt)|0)+Math.imul(C,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(C,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Ot&gt;&gt;&gt;26)|0,Ot&amp;=67108863,n=Math.imul(F,lt),i=(i=Math.imul(F,ut))+Math.imul(j,lt)|0,a=Math.imul(j,ut),n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(N,ft)|0,a=a+Math.imul(N,ht)|0;var Rt=(u+(n=n+Math.imul(R,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(R,gt)|0)+Math.imul(P,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(P,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Rt&gt;&gt;&gt;26)|0,Rt&amp;=67108863,n=Math.imul(F,ft),i=(i=Math.imul(F,ht))+Math.imul(j,ft)|0,a=Math.imul(j,ht);var Pt=(u+(n=n+Math.imul(I,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(I,gt)|0)+Math.imul(N,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(N,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Pt&gt;&gt;&gt;26)|0,Pt&amp;=67108863;var zt=(u+(n=Math.imul(F,pt))|0)+((8191&amp;(i=(i=Math.imul(F,gt))+Math.imul(j,pt)|0))&lt;&lt;13)|0;return u=((a=Math.imul(j,gt))+(i&gt;&gt;&gt;13)|0)+(zt&gt;&gt;&gt;26)|0,zt&amp;=67108863,l[0]=vt,l[1]=mt,l[2]=yt,l[3]=bt,l[4]=xt,l[5]=_t,l[6]=wt,l[7]=At,l[8]=Mt,l[9]=Tt,l[10]=kt,l[11]=Et,l[12]=Lt,l[13]=St,l[14]=Ct,l[15]=Ot,l[16]=Rt,l[17]=Pt,l[18]=zt,0!==u&amp;&amp;(l[19]=u,r.length++),r};function p(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=h),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&amp;&amp;10===t.length?d(this,t,e):r&lt;63?h(this,t,e):r&lt;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&lt;r.length-1;a++){var o=i;i=0;for(var s=67108863&amp;n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u&lt;=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&amp;f;s=67108863&amp;(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h&gt;&gt;&gt;26)|0)&gt;&gt;&gt;26,o&amp;=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):p(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n&lt;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&lt;e;i++)n|=(1&amp;t)&lt;&lt;e-i-1,t&gt;&gt;=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o&lt;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&lt;i;o&lt;&lt;=1)for(var s=o&lt;&lt;1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c&lt;i;c+=s)for(var f=l,h=u,d=0;d&lt;o;d++){var p=r[c+d],g=n[c+d],v=r[c+d+o],m=n[c+d+o],y=f*v-h*m;m=f*m+h*v,v=y,r[c+d]=p+v,n[c+d]=g+m,r[c+d+o]=p-v,n[c+d+o]=g-m,d!==s&amp;&amp;(y=l*f-u*h,h=l*h+u*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&amp;r,i=0;for(r=r/2|0;r;r&gt;&gt;&gt;=1)i++;return 1&lt;&lt;i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r&lt;=1))for(var n=0;n&lt;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&lt;e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&amp;i,r=i&lt;67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o&lt;e;o++)a+=0|t[o],r[2*o]=8191&amp;a,a&gt;&gt;&gt;=13,r[2*o+1]=8191&amp;a,a&gt;&gt;&gt;=13;for(o=2*e;o&lt;i;++o)r[o]=0;n(0===a),n(0==(-8192&amp;a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r&lt;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),u=new Array(n),c=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,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var d=0;d&lt;n;d++){var p=s[d]*c[d]-l[d]*f[d];l[d]=s[d]*f[d]+l[d]*c[d],s[d]=p}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),p(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(&quot;number&quot;==typeof t),n(t&lt;67108864);for(var e=0,r=0;r&lt;this.length;r++){var i=(0|this.words[r])*t,a=(67108863&amp;i)+(67108863&amp;e);e&gt;&gt;=26,e+=i/67108864|0,e+=a&gt;&gt;&gt;26,this.words[r]=67108863&amp;a}return 0!==e&amp;&amp;(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&lt;e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&amp;1&lt;&lt;i)&gt;&gt;&gt;i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n&lt;e.length&amp;&amp;0===e[n];n++,r=r.sqr());if(++n&lt;e.length)for(var i=r.sqr();n&lt;e.length;n++,i=i.sqr())0!==e[n]&amp;&amp;(r=r.mul(i));return r},a.prototype.iushln=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e,r=t%26,i=(t-r)/26,a=67108863&gt;&gt;&gt;26-r&lt;&lt;26-r;if(0!==r){var o=0;for(e=0;e&lt;this.length;e++){var s=this.words[e]&amp;a,l=(0|this.words[e])-s&lt;&lt;r;this.words[e]=l|o,o=s&gt;&gt;&gt;26-r}o&amp;&amp;(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e&gt;=0;e--)this.words[e+i]=this.words[e];for(e=0;e&lt;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(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863&gt;&gt;&gt;a&lt;&lt;a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u&lt;o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length&gt;o)for(this.length-=o,u=0;u&lt;this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u&gt;=0&amp;&amp;(0!==c||u&gt;=i);u--){var f=0|this.words[u];this.words[u]=c&lt;&lt;26-a|f&gt;&gt;&gt;a,c=f&amp;s}return l&amp;&amp;0!==c&amp;&amp;(l.words[l.length++]=c),0===this.length&amp;&amp;(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(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=t%26,r=(t-e)/26,i=1&lt;&lt;e;return!(this.length&lt;=r)&amp;&amp;!!(this.words[r]&amp;i)},a.prototype.imaskn=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,&quot;imaskn works only with positive numbers&quot;),this.length&lt;=r)return this;if(0!==e&amp;&amp;r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863&gt;&gt;&gt;e&lt;&lt;e;this.words[this.length-1]&amp;=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(&quot;number&quot;==typeof t),n(t&lt;67108864),t&lt;0?this.isubn(-t):0!==this.negative?1===this.length&amp;&amp;(0|this.words[0])&lt;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&lt;this.length&amp;&amp;this.words[e]&gt;=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(&quot;number&quot;==typeof t),n(t&lt;67108864),t&lt;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&amp;&amp;this.words[0]&lt;0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e&lt;this.length&amp;&amp;this.words[e]&lt;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&lt;t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&amp;l)&gt;&gt;26)-(l/67108864|0),this.words[i+r]=67108863&amp;a}for(;i&lt;this.length-r;i++)s=(a=(0|this.words[i+r])+s)&gt;&gt;26,this.words[i+r]=67108863&amp;a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i&lt;this.length;i++)s=(a=-(0|this.words[i])+s)&gt;&gt;26,this.words[i]=67108863&amp;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))&amp;&amp;(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(&quot;mod&quot;!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u&lt;s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&amp;&amp;(n=c,s&amp;&amp;(s.words[l]=1));for(var f=l-1;f&gt;=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&amp;&amp;(s.words[f]=h)}return s&amp;&amp;s.strip(),n.strip(),&quot;div&quot;!==e&amp;&amp;0!==r&amp;&amp;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&amp;&amp;0===t.negative?(s=this.neg().divmod(t,e),&quot;mod&quot;!==e&amp;&amp;(i=s.div.neg()),&quot;div&quot;!==e&amp;&amp;(o=s.mod.neg(),r&amp;&amp;0!==o.negative&amp;&amp;o.iadd(t)),{div:i,mod:o}):0===this.negative&amp;&amp;0!==t.negative?(s=this.divmod(t.neg(),e),&quot;mod&quot;!==e&amp;&amp;(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&amp;t.negative)?(s=this.neg().divmod(t.neg(),e),&quot;div&quot;!==e&amp;&amp;(o=s.mod.neg(),r&amp;&amp;0!==o.negative&amp;&amp;o.isub(t)),{div:s.div,mod:o}):t.length&gt;this.length||this.cmp(t)&lt;0?{div:new a(0),mod:this}:1===t.length?&quot;div&quot;===e?{div:this.divn(t.words[0]),mod:null}:&quot;mod&quot;===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,&quot;div&quot;,!1).div},a.prototype.mod=function(t){return this.divmod(t,&quot;mod&quot;,!1).mod},a.prototype.umod=function(t){return this.divmod(t,&quot;mod&quot;,!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&lt;0||1===i&amp;&amp;0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t&lt;=67108863);for(var e=(1&lt;&lt;26)%t,r=0,i=this.length-1;i&gt;=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t&lt;=67108863);for(var e=0,r=this.length-1;r&gt;=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),u=0;e.isEven()&amp;&amp;r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,d=1;0==(e.words[0]&amp;d)&amp;&amp;h&lt;26;++h,d&lt;&lt;=1);if(h&gt;0)for(e.iushrn(h);h-- &gt;0;)(i.isOdd()||o.isOdd())&amp;&amp;(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var p=0,g=1;0==(r.words[0]&amp;g)&amp;&amp;p&lt;26;++p,g&lt;&lt;=1);if(p&gt;0)for(r.iushrn(p);p-- &gt;0;)(s.isOdd()||l.isOdd())&amp;&amp;(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)&gt;=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(u)}},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)&gt;0&amp;&amp;r.cmpn(1)&gt;0;){for(var u=0,c=1;0==(e.words[0]&amp;c)&amp;&amp;u&lt;26;++u,c&lt;&lt;=1);if(u&gt;0)for(e.iushrn(u);u-- &gt;0;)o.isOdd()&amp;&amp;o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&amp;h)&amp;&amp;f&lt;26;++f,h&lt;&lt;=1);if(f&gt;0)for(r.iushrn(f);f-- &gt;0;)s.isOdd()&amp;&amp;s.iadd(l),s.iushrn(1);e.cmp(r)&gt;=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)&lt;0&amp;&amp;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()&amp;&amp;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&lt;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&amp;this.words[0])},a.prototype.isOdd=function(){return 1==(1&amp;this.words[0])},a.prototype.andln=function(t){return this.words[0]&amp;t},a.prototype.bincn=function(t){n(&quot;number&quot;==typeof t);var e=t%26,r=(t-e)/26,i=1&lt;&lt;e;if(this.length&lt;=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&amp;&amp;o&lt;this.length;o++){var s=0|this.words[o];a=(s+=a)&gt;&gt;&gt;26,s&amp;=67108863,this.words[o]=s}return 0!==a&amp;&amp;(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&amp;&amp;0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t&lt;0;if(0!==this.negative&amp;&amp;!r)return-1;if(0===this.negative&amp;&amp;r)return 1;if(this.strip(),this.length&gt;1)e=1;else{r&amp;&amp;(t=-t),n(t&lt;=67108863,&quot;Number is too big&quot;);var i=0|this.words[0];e=i===t?0:i&lt;t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&amp;&amp;0===t.negative)return-1;if(0===this.negative&amp;&amp;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&gt;t.length)return 1;if(this.length&lt;t.length)return-1;for(var e=0,r=this.length-1;r&gt;=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n&lt;i?e=-1:n&gt;i&amp;&amp;(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)&gt;=0},a.prototype.gte=function(t){return this.cmp(t)&gt;=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)&lt;=0},a.prototype.lte=function(t){return this.cmp(t)&lt;=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new w(t)},a.prototype.toRed=function(t){return n(!this.red,&quot;Already a number in reduction context&quot;),n(0===this.negative,&quot;red works only with positives&quot;),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,&quot;fromRed works only with numbers in reduction context&quot;),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,&quot;Already a number in reduction context&quot;),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,&quot;redAdd works only with red numbers&quot;),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,&quot;redIAdd works only with red numbers&quot;),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,&quot;redSub works only with red numbers&quot;),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,&quot;redISub works only with red numbers&quot;),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,&quot;redShl works only with red numbers&quot;),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,&quot;redMul works only with red numbers&quot;),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,&quot;redMul works only with red numbers&quot;),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,&quot;redSqr works only with red numbers&quot;),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,&quot;redISqr works only with red numbers&quot;),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,&quot;redSqrt works only with red numbers&quot;),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,&quot;redInvm works only with red numbers&quot;),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,&quot;redNeg works only with red numbers&quot;),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&amp;&amp;!t.red,&quot;redPow(normalNum)&quot;),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function m(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 y(){m.call(this,&quot;k256&quot;,&quot;ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f&quot;)}function b(){m.call(this,&quot;p224&quot;,&quot;ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001&quot;)}function x(){m.call(this,&quot;p192&quot;,&quot;ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff&quot;)}function _(){m.call(this,&quot;25519&quot;,&quot;7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed&quot;)}function w(t){if(&quot;string&quot;==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),&quot;modulus must be greater than 1&quot;),this.m=t,this.prime=null}function A(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&amp;&amp;(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)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.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&gt;this.n);var n=e&lt;this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n&gt;0?r.isub(this.p):r.strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(y,m),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n&lt;r;n++)e.words[n]=t.words[n];if(e.length=r,t.length&lt;=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&amp;i,n=10;n&lt;t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&amp;a)&lt;&lt;4|i&gt;&gt;&gt;22,i=a}i&gt;&gt;&gt;=22,t.words[n-10]=i,0===i&amp;&amp;t.length&gt;10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r&lt;t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&amp;e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&amp;&amp;(t.length--,0===t.words[t.length-1]&amp;&amp;t.length--),t},i(b,m),i(x,m),i(_,m),_.prototype.imulK=function(t){for(var e=0,r=0;r&lt;t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&amp;n;n&gt;&gt;&gt;=26,t.words[r]=i,e=n}return 0!==e&amp;&amp;(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if(&quot;k256&quot;===t)e=new y;else if(&quot;p224&quot;===t)e=new b;else if(&quot;p192&quot;===t)e=new x;else{if(&quot;p25519&quot;!==t)throw new Error(&quot;Unknown prime &quot;+t);e=new _}return v[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,&quot;red works only with positives&quot;),n(t.red,&quot;red works only with red numbers&quot;)},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),&quot;red works only with positives&quot;),n(t.red&amp;&amp;t.red===e.red,&quot;red works only with red numbers&quot;)},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)&gt;=0&amp;&amp;r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)&gt;=0&amp;&amp;r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)&lt;0&amp;&amp;r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)&lt;0&amp;&amp;r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&amp;&amp;0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),d=this.pow(t,i),p=o;0!==d.cmp(s);){for(var g=d,v=0;0!==g.cmp(s);v++)g=g.redSqr();n(v&lt;p);var m=this.pow(f,new a(1).iushln(p-v-1));h=h.redMul(m),f=m.redSqr(),d=d.redMul(f),p=v}return h},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.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&lt;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&amp;&amp;(l=26),n=e.length-1;n&gt;=0;n--){for(var u=e.words[n],c=l-1;c&gt;=0;c--){var f=u&gt;&gt;c&amp;1;i!==r[0]&amp;&amp;(i=this.sqr(i)),0!==f||0!==o?(o&lt;&lt;=1,o|=f,(4===++s||0===n&amp;&amp;0===c)&amp;&amp;(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},w.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},w.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new A(t)},i(A,w),A.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},A.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},A.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)&gt;=0?a=i.isub(this.m):i.cmpn(0)&lt;0&amp;&amp;(a=i.iadd(this.m)),a._forceRed(this)},A.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)&gt;=0?o=i.isub(this.m):i.cmpn(0)&lt;0&amp;&amp;(o=i.iadd(this.m)),o._forceRed(this)},A.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(&quot;undefined&quot;==typeof e||e,this)},{buffer:46}],38:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e,r,n,i=t.length,a=0;for(e=0;e&lt;i;++e)a+=t[e].length;var o=new Array(a),s=0;for(e=0;e&lt;i;++e){var l=t[e],u=l.length;for(r=0;r&lt;u;++r){var c=o[s++]=new Array(u-1),f=0;for(n=0;n&lt;u;++n)n!==r&amp;&amp;(c[f++]=l[n]);if(1&amp;r){var h=c[1];c[1]=c[0],c[0]=h}}}return o}},{}],39:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){switch(arguments.length){case 1:return n=[],u(i=t,i,c,!0),n;case 2:return&quot;function&quot;==typeof e?u(t,t,e,!0):function(t,e){return n=[],u(t,e,c,!1),n}(t,e);case 3:return u(t,e,r,!1);default:throw new Error(&quot;box-intersect: Invalid arguments&quot;)}var i};var n,i=t(&quot;typedarray-pool&quot;),a=t(&quot;./lib/sweep&quot;),o=t(&quot;./lib/intersect&quot;);function s(t,e){for(var r=0;r&lt;t;++r)if(!(e[r]&lt;=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&lt;l;++o){var u=t[o];if(!s(e,u)){for(var c=0;c&lt;2*e;++c)r[i++]=u[c];n[a++]=o}}return a}function u(t,e,r,n){var s=t.length,u=e.length;if(!(s&lt;=0||u&lt;=0)){var c=t[0].length&gt;&gt;&gt;1;if(!(c&lt;=0)){var f,h=i.mallocDouble(2*c*s),d=i.mallocInt32(s);if((s=l(t,c,h,d))&gt;0){if(1===c&amp;&amp;n)a.init(s),f=a.sweepComplete(c,r,0,s,h,d,0,s,h,d);else{var p=i.mallocDouble(2*c*u),g=i.mallocInt32(u);(u=l(e,c,p,g))&gt;0&amp;&amp;(a.init(s+u),f=1===c?a.sweepBipartite(c,r,0,s,h,d,0,u,p,g):o(c,r,n,s,h,d,u,p,g),i.free(p),i.free(g))}i.free(h),i.free(d)}return f}}}function c(t,e){n.push([t,e])}},{&quot;./lib/intersect&quot;:41,&quot;./lib/sweep&quot;:45,&quot;typedarray-pool&quot;:348}],40:[function(t,e,r){&quot;use strict&quot;;var n=&quot;d&quot;,i=&quot;ax&quot;,a=&quot;vv&quot;,o=&quot;fp&quot;,s=&quot;es&quot;,l=&quot;rs&quot;,u=&quot;re&quot;,c=&quot;rb&quot;,f=&quot;ri&quot;,h=&quot;rp&quot;,d=&quot;bs&quot;,p=&quot;be&quot;,g=&quot;bb&quot;,v=&quot;bi&quot;,m=&quot;bp&quot;,y=&quot;rv&quot;,b=&quot;Q&quot;,x=[n,i,a,l,u,c,f,d,p,g,v];function _(t){var e=&quot;bruteForce&quot;+(t?&quot;Full&quot;:&quot;Partial&quot;),r=[],_=x.slice();t||_.splice(3,0,o);var w=[&quot;function &quot;+e+&quot;(&quot;+_.join()+&quot;){&quot;];function A(e,o){var _=function(t,e,r){var o=&quot;bruteForce&quot;+(t?&quot;Red&quot;:&quot;Blue&quot;)+(e?&quot;Flip&quot;:&quot;&quot;)+(r?&quot;Full&quot;:&quot;&quot;),_=[&quot;function &quot;,o,&quot;(&quot;,x.join(),&quot;){&quot;,&quot;var &quot;,s,&quot;=2*&quot;,n,&quot;;&quot;],w=&quot;for(var i=&quot;+l+&quot;,&quot;+h+&quot;=&quot;+s+&quot;*&quot;+l+&quot;;i&lt;&quot;+u+&quot;;++i,&quot;+h+&quot;+=&quot;+s+&quot;){var x0=&quot;+c+&quot;[&quot;+i+&quot;+&quot;+h+&quot;],x1=&quot;+c+&quot;[&quot;+i+&quot;+&quot;+h+&quot;+&quot;+n+&quot;],xi=&quot;+f+&quot;[i];&quot;,A=&quot;for(var j=&quot;+d+&quot;,&quot;+m+&quot;=&quot;+s+&quot;*&quot;+d+&quot;;j&lt;&quot;+p+&quot;;++j,&quot;+m+&quot;+=&quot;+s+&quot;){var y0=&quot;+g+&quot;[&quot;+i+&quot;+&quot;+m+&quot;],&quot;+(r?&quot;y1=&quot;+g+&quot;[&quot;+i+&quot;+&quot;+m+&quot;+&quot;+n+&quot;],&quot;:&quot;&quot;)+&quot;yi=&quot;+v+&quot;[j];&quot;;return t?_.push(w,b,&quot;:&quot;,A):_.push(A,b,&quot;:&quot;,w),r?_.push(&quot;if(y1&lt;x0||x1&lt;y0)continue;&quot;):e?_.push(&quot;if(y0&lt;=x0||x1&lt;y0)continue;&quot;):_.push(&quot;if(y0&lt;x0||x1&lt;y0)continue;&quot;),_.push(&quot;for(var k=&quot;+i+&quot;+1;k&lt;&quot;+n+&quot;;++k){var r0=&quot;+c+&quot;[k+&quot;+h+&quot;],r1=&quot;+c+&quot;[k+&quot;+n+&quot;+&quot;+h+&quot;],b0=&quot;+g+&quot;[k+&quot;+m+&quot;],b1=&quot;+g+&quot;[k+&quot;+n+&quot;+&quot;+m+&quot;];if(r1&lt;b0||b1&lt;r0)continue &quot;+b+&quot;;}var &quot;+y+&quot;=&quot;+a+&quot;(&quot;),e?_.push(&quot;yi,xi&quot;):_.push(&quot;xi,yi&quot;),_.push(&quot;);if(&quot;+y+&quot;!==void 0)return &quot;+y+&quot;;}}}&quot;),{name:o,code:_.join(&quot;&quot;)}}(e,o,t);r.push(_.code),w.push(&quot;return &quot;+_.name+&quot;(&quot;+x.join()+&quot;);&quot;)}w.push(&quot;if(&quot;+u+&quot;-&quot;+l+&quot;&gt;&quot;+p+&quot;-&quot;+d+&quot;){&quot;),t?(A(!0,!1),w.push(&quot;}else{&quot;),A(!1,!1)):(w.push(&quot;if(&quot;+o+&quot;){&quot;),A(!0,!0),w.push(&quot;}else{&quot;),A(!0,!1),w.push(&quot;}}else{if(&quot;+o+&quot;){&quot;),A(!1,!0),w.push(&quot;}else{&quot;),A(!1,!1),w.push(&quot;}&quot;)),w.push(&quot;}}return &quot;+e);var M=r.join(&quot;&quot;)+w.join(&quot;&quot;);return new Function(M)()}r.partial=_(!1),r.full=_(!0)},{}],41:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a,c,E,L,S,C){!function(t,e){var r=8*i.log2(e+1)*(t+1)|0,a=i.nextPow2(x*r);w.length&lt;a&amp;&amp;(n.free(w),w=n.mallocInt32(a));var o=i.nextPow2(_*r);A&lt;o&amp;&amp;(n.free(A),A=n.mallocDouble(o))}(t,a+L);var O,R=0,P=2*t;M(R++,0,0,a,0,L,r?16:0,-1/0,1/0),r||M(R++,0,0,L,0,a,1,-1/0,1/0);for(;R&gt;0;){var z=(R-=1)*x,I=w[z],N=w[z+1],D=w[z+2],F=w[z+3],j=w[z+4],B=w[z+5],U=R*_,V=A[U],H=A[U+1],q=1&amp;B,G=!!(16&amp;B),X=c,W=E,Y=S,Z=C;if(q&amp;&amp;(X=S,W=C,Y=c,Z=E),!(2&amp;B&amp;&amp;(D=v(t,I,N,D,X,W,H),N&gt;=D)||4&amp;B&amp;&amp;(N=m(t,I,N,D,X,W,V))&gt;=D)){var Q=D-N,$=j-F;if(G){if(t*Q*(Q+$)&lt;d){if(void 0!==(O=l.scanComplete(t,I,e,N,D,X,W,F,j,Y,Z)))return O;continue}}else{if(t*Math.min(Q,$)&lt;f){if(void 0!==(O=o(t,I,e,q,N,D,X,W,F,j,Y,Z)))return O;continue}if(t*Q*$&lt;h){if(void 0!==(O=l.scanBipartite(t,I,e,q,N,D,X,W,F,j,Y,Z)))return O;continue}}var J=p(t,I,N,D,X,W,V,H);if(N&lt;J)if(t*(J-N)&lt;f){if(void 0!==(O=s(t,I+1,e,N,J,X,W,F,j,Y,Z)))return O}else if(I===t-2){if(void 0!==(O=q?l.sweepBipartite(t,e,F,j,Y,Z,N,J,X,W):l.sweepBipartite(t,e,N,J,X,W,F,j,Y,Z)))return O}else M(R++,I+1,N,J,F,j,q,-1/0,1/0),M(R++,I+1,F,j,N,J,1^q,-1/0,1/0);if(J&lt;D){var K=u(t,I,F,j,Y,Z),tt=Y[P*K+I],et=g(t,I,K,j,Y,Z,tt);if(et&lt;j&amp;&amp;M(R++,I,J,D,et,j,(4|q)+(G?16:0),tt,H),F&lt;K&amp;&amp;M(R++,I,J,D,F,K,(2|q)+(G?16:0),V,tt),K+1===et){if(void 0!==(O=G?k(t,I,e,J,D,X,W,K,Y,Z[K]):T(t,I,e,q,J,D,X,W,K,Y,Z[K])))return O}else if(K&lt;et){var rt;if(G){if(rt=y(t,I,J,D,X,W,tt),J&lt;rt){var nt=g(t,I,J,rt,X,W,tt);if(I===t-2){if(J&lt;nt&amp;&amp;void 0!==(O=l.sweepComplete(t,e,J,nt,X,W,K,et,Y,Z)))return O;if(nt&lt;rt&amp;&amp;void 0!==(O=l.sweepBipartite(t,e,nt,rt,X,W,K,et,Y,Z)))return O}else J&lt;nt&amp;&amp;M(R++,I+1,J,nt,K,et,16,-1/0,1/0),nt&lt;rt&amp;&amp;(M(R++,I+1,nt,rt,K,et,0,-1/0,1/0),M(R++,I+1,K,et,nt,rt,1,-1/0,1/0))}}else rt=q?b(t,I,J,D,X,W,tt):y(t,I,J,D,X,W,tt),J&lt;rt&amp;&amp;(I===t-2?O=q?l.sweepBipartite(t,e,K,et,Y,Z,J,rt,X,W):l.sweepBipartite(t,e,J,rt,X,W,K,et,Y,Z):(M(R++,I+1,J,rt,K,et,q,-1/0,1/0),M(R++,I+1,K,et,J,rt,1^q,-1/0,1/0)))}}}}};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;bit-twiddle&quot;),a=t(&quot;./brute&quot;),o=a.partial,s=a.full,l=t(&quot;./sweep&quot;),u=t(&quot;./median&quot;),c=t(&quot;./partition&quot;),f=128,h=1&lt;&lt;22,d=1&lt;&lt;22,p=c(&quot;!(lo&gt;=p0)&amp;&amp;!(p1&gt;=hi)&quot;,[&quot;p0&quot;,&quot;p1&quot;]),g=c(&quot;lo===p0&quot;,[&quot;p0&quot;]),v=c(&quot;lo&lt;p0&quot;,[&quot;p0&quot;]),m=c(&quot;hi&lt;=p0&quot;,[&quot;p0&quot;]),y=c(&quot;lo&lt;=p0&amp;&amp;p0&lt;=hi&quot;,[&quot;p0&quot;]),b=c(&quot;lo&lt;p0&amp;&amp;p0&lt;=hi&quot;,[&quot;p0&quot;]),x=6,_=2,w=n.mallocInt32(1024),A=n.mallocDouble(1024);function M(t,e,r,n,i,a,o,s,l){var u=x*t;w[u]=e,w[u+1]=r,w[u+2]=n,w[u+3]=i,w[u+4]=a,w[u+5]=o;var c=_*t;A[c]=s,A[c+1]=l}function T(t,e,r,n,i,a,o,s,l,u,c){var f=2*t,h=l*f,d=u[h+e];t:for(var p=i,g=i*f;p&lt;a;++p,g+=f){var v=o[g+e],m=o[g+e+t];if(!(d&lt;v||m&lt;d)&amp;&amp;(!n||d!==v)){for(var y,b=s[p],x=e+1;x&lt;t;++x){v=o[g+x],m=o[g+x+t];var _=u[h+x],w=u[h+x+t];if(m&lt;_||w&lt;v)continue t}if(void 0!==(y=n?r(c,b):r(b,c)))return y}}}function k(t,e,r,n,i,a,o,s,l,u){var c=2*t,f=s*c,h=l[f+e];t:for(var d=n,p=n*c;d&lt;i;++d,p+=c){var g=o[d];if(g!==u){var v=a[p+e],m=a[p+e+t];if(!(h&lt;v||m&lt;h)){for(var y=e+1;y&lt;t;++y){v=a[p+y],m=a[p+y+t];var b=l[f+y],x=l[f+y+t];if(m&lt;b||x&lt;v)continue t}var _=r(g,u);if(void 0!==_)return _}}}}},{&quot;./brute&quot;:40,&quot;./median&quot;:42,&quot;./partition&quot;:43,&quot;./sweep&quot;:45,&quot;bit-twiddle&quot;:36,&quot;typedarray-pool&quot;:348}],42:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,o,s,l){if(o&lt;=r+1)return r;var u=r,c=o,f=o+r&gt;&gt;&gt;1,h=2*t,d=f,p=s[h*f+e];for(;u&lt;c;){if(c-u&lt;i){a(t,e,u,c,s,l),p=s[h*f+e];break}var g=c-u,v=Math.random()*g+u|0,m=s[h*v+e],y=Math.random()*g+u|0,b=s[h*y+e],x=Math.random()*g+u|0,_=s[h*x+e];m&lt;=b?_&gt;=b?(d=y,p=b):m&gt;=_?(d=v,p=m):(d=x,p=_):b&gt;=_?(d=y,p=b):_&gt;=m?(d=v,p=m):(d=x,p=_);for(var w=h*(c-1),A=h*d,M=0;M&lt;h;++M,++w,++A){var T=s[w];s[w]=s[A],s[A]=T}var k=l[c-1];l[c-1]=l[d],l[d]=k,d=n(t,e,u,c-1,s,l,p);for(var w=h*(c-1),A=h*d,M=0;M&lt;h;++M,++w,++A){var T=s[w];s[w]=s[A],s[A]=T}var k=l[c-1];if(l[c-1]=l[d],l[d]=k,f&lt;d){for(c=d-1;u&lt;c&amp;&amp;s[h*(c-1)+e]===p;)c-=1;c+=1}else{if(!(d&lt;f))break;for(u=d+1;u&lt;c&amp;&amp;s[h*u+e]===p;)u+=1}}return n(t,e,r,f,s,l,s[h*f+e])};var n=t(&quot;./partition&quot;)(&quot;lo&lt;p0&quot;,[&quot;p0&quot;]),i=8;function a(t,e,r,n,i,a){for(var o=2*t,s=o*(r+1)+e,l=r+1;l&lt;n;++l,s+=o)for(var u=i[s],c=l,f=o*(l-1);c&gt;r&amp;&amp;i[f+e]&gt;u;--c,f-=o){for(var h=f,d=f+o,p=0;p&lt;o;++p,++h,++d){var g=i[h];i[h]=i[d],i[d]=g}var v=a[c];a[c]=a[c-1],a[c-1]=v}}},{&quot;./partition&quot;:43}],43:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=&quot;abcdef&quot;.split(&quot;&quot;).concat(e),i=[];t.indexOf(&quot;lo&quot;)&gt;=0&amp;&amp;i.push(&quot;lo=e[k+n]&quot;);t.indexOf(&quot;hi&quot;)&gt;=0&amp;&amp;i.push(&quot;hi=e[k+o]&quot;);return r.push(n.replace(&quot;_&quot;,i.join()).replace(&quot;$&quot;,t)),Function.apply(void 0,r)};var n=&quot;for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d&gt;p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j&gt;s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return m&quot;},{}],44:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){e&lt;=4*n?i(0,e-1,t):function t(e,r,f){var h=(r-e+1)/6|0,d=e+h,p=r-h,g=e+r&gt;&gt;1,v=g-h,m=g+h,y=d,b=v,x=g,_=m,w=p,A=e+1,M=r-1,T=0;u(y,b,f)&amp;&amp;(T=y,y=b,b=T);u(_,w,f)&amp;&amp;(T=_,_=w,w=T);u(y,x,f)&amp;&amp;(T=y,y=x,x=T);u(b,x,f)&amp;&amp;(T=b,b=x,x=T);u(y,_,f)&amp;&amp;(T=y,y=_,_=T);u(x,_,f)&amp;&amp;(T=x,x=_,_=T);u(b,w,f)&amp;&amp;(T=b,b=w,w=T);u(b,x,f)&amp;&amp;(T=b,b=x,x=T);u(_,w,f)&amp;&amp;(T=_,_=w,w=T);var k=f[2*b];var E=f[2*b+1];var L=f[2*_];var S=f[2*_+1];var C=2*y;var O=2*x;var R=2*w;var P=2*d;var z=2*g;var I=2*p;for(var N=0;N&lt;2;++N){var D=f[C+N],F=f[O+N],j=f[R+N];f[P+N]=D,f[z+N]=F,f[I+N]=j}o(v,e,f);o(m,r,f);for(var B=A;B&lt;=M;++B)if(c(B,k,E,f))B!==A&amp;&amp;a(B,A,f),++A;else if(!c(B,L,S,f))for(;;){if(c(M,L,S,f)){c(M,k,E,f)?(s(B,A,M,f),++A,--M):(a(B,M,f),--M);break}if(--M&lt;B)break}l(e,A-1,k,E,f);l(r,M+1,L,S,f);A-2-e&lt;=n?i(e,A-2,f):t(e,A-2,f);r-(M+2)&lt;=n?i(M+2,r,f):t(M+2,r,f);M-A&lt;=n?i(A,M,f):t(A,M,f)}(0,e-1,t)};var n=32;function i(t,e,r){for(var n=2*(t+1),i=t+1;i&lt;=e;++i){for(var a=r[n++],o=r[n++],s=i,l=n-2;s-- &gt;t;){var u=r[l-2],c=r[l-1];if(u&lt;a)break;if(u===a&amp;&amp;c&lt;o)break;r[l]=u,r[l+1]=c,l-=2}r[l]=a,r[l+1]=o}}function a(t,e,r){e*=2;var n=r[t*=2],i=r[t+1];r[t]=r[e],r[t+1]=r[e+1],r[e]=n,r[e+1]=i}function o(t,e,r){e*=2,r[t*=2]=r[e],r[t+1]=r[e+1]}function s(t,e,r,n){e*=2,r*=2;var i=n[t*=2],a=n[t+1];n[t]=n[e],n[t+1]=n[e+1],n[e]=n[r],n[e+1]=n[r+1],n[r]=i,n[r+1]=a}function l(t,e,r,n,i){e*=2,i[t*=2]=i[e],i[e]=r,i[t+1]=i[e+1],i[e+1]=n}function u(t,e,r){e*=2;var n=r[t*=2],i=r[e];return!(n&lt;i)&amp;&amp;(n!==i||r[t+1]&gt;r[e+1])}function c(t,e,r,n){var i=n[t*=2];return i&lt;e||i===e&amp;&amp;n[t+1]&lt;r}},{}],45:[function(t,e,r){&quot;use strict&quot;;e.exports={init:function(t){var e=i.nextPow2(t);s.length&lt;e&amp;&amp;(n.free(s),s=n.mallocInt32(e));l.length&lt;e&amp;&amp;(n.free(l),l=n.mallocInt32(e));u.length&lt;e&amp;&amp;(n.free(u),u=n.mallocInt32(e));c.length&lt;e&amp;&amp;(n.free(c),c=n.mallocInt32(e));f.length&lt;e&amp;&amp;(n.free(f),f=n.mallocInt32(e));h.length&lt;e&amp;&amp;(n.free(h),h=n.mallocInt32(e));var r=8*e;d.length&lt;r&amp;&amp;(n.free(d),d=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,i,f,h,v,m,y){for(var b=0,x=2*t,_=t-1,w=x-1,A=r;A&lt;n;++A){var M=f[A],T=x*A;d[b++]=i[T+_],d[b++]=-(M+1),d[b++]=i[T+w],d[b++]=M}for(var A=h;A&lt;v;++A){var M=y[A]+o,k=x*A;d[b++]=m[k+_],d[b++]=-M,d[b++]=m[k+w],d[b++]=M}var E=b&gt;&gt;&gt;1;a(d,E);for(var L=0,S=0,A=0;A&lt;E;++A){var C=0|d[2*A+1];if(C&gt;=o)p(u,c,S--,C=C-o|0);else if(C&gt;=0)p(s,l,L--,C);else if(C&lt;=-o){C=-C-o|0;for(var O=0;O&lt;L;++O){var R=e(s[O],C);if(void 0!==R)return R}g(u,c,S++,C)}else{C=-C-1|0;for(var O=0;O&lt;S;++O){var R=e(C,u[O]);if(void 0!==R)return R}g(s,l,L++,C)}}},sweepComplete:function(t,e,r,n,i,o,v,m,y,b){for(var x=0,_=2*t,w=t-1,A=_-1,M=r;M&lt;n;++M){var T=o[M]+1&lt;&lt;1,k=_*M;d[x++]=i[k+w],d[x++]=-T,d[x++]=i[k+A],d[x++]=T}for(var M=v;M&lt;m;++M){var T=b[M]+1&lt;&lt;1,E=_*M;d[x++]=y[E+w],d[x++]=1|-T,d[x++]=y[E+A],d[x++]=1|T}var L=x&gt;&gt;&gt;1;a(d,L);for(var S=0,C=0,O=0,M=0;M&lt;L;++M){var R=0|d[2*M+1],P=1&amp;R;if(M&lt;L-1&amp;&amp;R&gt;&gt;1==d[2*M+3]&gt;&gt;1&amp;&amp;(P=2,M+=1),R&lt;0){for(var z=-(R&gt;&gt;1)-1,I=0;I&lt;O;++I){var N=e(f[I],z);if(void 0!==N)return N}if(0!==P)for(var I=0;I&lt;S;++I){var N=e(s[I],z);if(void 0!==N)return N}if(1!==P)for(var I=0;I&lt;C;++I){var N=e(u[I],z);if(void 0!==N)return N}0===P?g(s,l,S++,z):1===P?g(u,c,C++,z):2===P&amp;&amp;g(f,h,O++,z)}else{var z=(R&gt;&gt;1)-1;0===P?p(s,l,S--,z):1===P?p(u,c,C--,z):2===P&amp;&amp;p(f,h,O--,z)}}},scanBipartite:function(t,e,r,n,i,u,c,f,h,v,m,y){var b=0,x=2*t,_=e,w=e+t,A=1,M=1;n?M=o:A=o;for(var T=i;T&lt;u;++T){var k=T+A,E=x*T;d[b++]=c[E+_],d[b++]=-k,d[b++]=c[E+w],d[b++]=k}for(var T=h;T&lt;v;++T){var k=T+M,L=x*T;d[b++]=m[L+_],d[b++]=-k}var S=b&gt;&gt;&gt;1;a(d,S);for(var C=0,T=0;T&lt;S;++T){var O=0|d[2*T+1];if(O&lt;0){var k=-O,R=!1;if(k&gt;=o?(R=!n,k-=o):(R=!!n,k-=1),R)g(s,l,C++,k);else{var P=y[k],z=x*k,I=m[z+e+1],N=m[z+e+1+t];t:for(var D=0;D&lt;C;++D){var F=s[D],j=x*F;if(!(N&lt;c[j+e+1]||c[j+e+1+t]&lt;I)){for(var B=e+2;B&lt;t;++B)if(m[z+B+t]&lt;c[j+B]||c[j+B+t]&lt;m[z+B])continue t;var U,V=f[F];if(void 0!==(U=n?r(P,V):r(V,P)))return U}}}}else p(s,l,C--,O-A)}},scanComplete:function(t,e,r,n,i,l,u,c,f,h,p){for(var g=0,v=2*t,m=e,y=e+t,b=n;b&lt;i;++b){var x=b+o,_=v*b;d[g++]=l[_+m],d[g++]=-x,d[g++]=l[_+y],d[g++]=x}for(var b=c;b&lt;f;++b){var x=b+1,w=v*b;d[g++]=h[w+m],d[g++]=-x}var A=g&gt;&gt;&gt;1;a(d,A);for(var M=0,b=0;b&lt;A;++b){var T=0|d[2*b+1];if(T&lt;0){var x=-T;if(x&gt;=o)s[M++]=x-o;else{var k=p[x-=1],E=v*x,L=h[E+e+1],S=h[E+e+1+t];t:for(var C=0;C&lt;M;++C){var O=s[C],R=u[O];if(R===k)break;var P=v*O;if(!(S&lt;l[P+e+1]||l[P+e+1+t]&lt;L)){for(var z=e+2;z&lt;t;++z)if(h[E+z+t]&lt;l[P+z]||l[P+z+t]&lt;h[E+z])continue t;var I=r(R,k);if(void 0!==I)return I}}}}else{for(var x=T-o,C=M-1;C&gt;=0;--C)if(s[C]===x){for(var z=C+1;z&lt;M;++z)s[z-1]=s[z];break}--M}}}};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;bit-twiddle&quot;),a=t(&quot;./sort&quot;),o=1&lt;&lt;28,s=n.mallocInt32(1024),l=n.mallocInt32(1024),u=n.mallocInt32(1024),c=n.mallocInt32(1024),f=n.mallocInt32(1024),h=n.mallocInt32(1024),d=n.mallocDouble(8192);function p(t,e,r,n){var i=e[n],a=t[r-1];t[i]=a,e[a]=i}function g(t,e,r,n){t[r]=n,e[n]=r}},{&quot;./sort&quot;:44,&quot;bit-twiddle&quot;:36,&quot;typedarray-pool&quot;:348}],46:[function(t,e,r){},{}],47:[function(t,e,r){var n=Object.create||function(t){var e=function(){};return e.prototype=t,new e},i=Object.keys||function(t){var e=[];for(var r in t)Object.prototype.hasOwnProperty.call(t,r)&amp;&amp;e.push(r);return r},a=Function.prototype.bind||function(t){var e=this;return function(){return e.apply(t,arguments)}};function o(){this._events&amp;&amp;Object.prototype.hasOwnProperty.call(this,&quot;_events&quot;)||(this._events=n(null),this._eventsCount=0),this._maxListeners=this._maxListeners||void 0}e.exports=o,o.EventEmitter=o,o.prototype._events=void 0,o.prototype._maxListeners=void 0;var s,l=10;try{var u={};Object.defineProperty&amp;&amp;Object.defineProperty(u,&quot;x&quot;,{value:0}),s=0===u.x}catch(t){s=!1}function c(t){return void 0===t._maxListeners?o.defaultMaxListeners:t._maxListeners}function f(t,e,r,i){var a,o,s;if(&quot;function&quot;!=typeof r)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);if((o=t._events)?(o.newListener&amp;&amp;(t.emit(&quot;newListener&quot;,e,r.listener?r.listener:r),o=t._events),s=o[e]):(o=t._events=n(null),t._eventsCount=0),s){if(&quot;function&quot;==typeof s?s=o[e]=i?[r,s]:[s,r]:i?s.unshift(r):s.push(r),!s.warned&amp;&amp;(a=c(t))&amp;&amp;a&gt;0&amp;&amp;s.length&gt;a){s.warned=!0;var l=new Error(&quot;Possible EventEmitter memory leak detected. &quot;+s.length+&#x27; &quot;&#x27;+String(e)+&#x27;&quot; listeners added. Use emitter.setMaxListeners() to increase limit.&#x27;);l.name=&quot;MaxListenersExceededWarning&quot;,l.emitter=t,l.type=e,l.count=s.length,&quot;object&quot;==typeof console&amp;&amp;console.warn&amp;&amp;console.warn(&quot;%s: %s&quot;,l.name,l.message)}}else s=o[e]=r,++t._eventsCount;return t}function h(){if(!this.fired)switch(this.target.removeListener(this.type,this.wrapFn),this.fired=!0,arguments.length){case 0:return this.listener.call(this.target);case 1:return this.listener.call(this.target,arguments[0]);case 2:return this.listener.call(this.target,arguments[0],arguments[1]);case 3:return this.listener.call(this.target,arguments[0],arguments[1],arguments[2]);default:for(var t=new Array(arguments.length),e=0;e&lt;t.length;++e)t[e]=arguments[e];this.listener.apply(this.target,t)}}function d(t,e,r){var n={fired:!1,wrapFn:void 0,target:t,type:e,listener:r},i=a.call(h,n);return i.listener=r,n.wrapFn=i,i}function p(t,e,r){var n=t._events;if(!n)return[];var i=n[e];return i?&quot;function&quot;==typeof i?r?[i.listener||i]:[i]:r?function(t){for(var e=new Array(t.length),r=0;r&lt;e.length;++r)e[r]=t[r].listener||t[r];return e}(i):v(i,i.length):[]}function g(t){var e=this._events;if(e){var r=e[t];if(&quot;function&quot;==typeof r)return 1;if(r)return r.length}return 0}function v(t,e){for(var r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n];return r}s?Object.defineProperty(o,&quot;defaultMaxListeners&quot;,{enumerable:!0,get:function(){return l},set:function(t){if(&quot;number&quot;!=typeof t||t&lt;0||t!=t)throw new TypeError(&#x27;&quot;defaultMaxListeners&quot; must be a positive number&#x27;);l=t}}):o.defaultMaxListeners=l,o.prototype.setMaxListeners=function(t){if(&quot;number&quot;!=typeof t||t&lt;0||isNaN(t))throw new TypeError(&#x27;&quot;n&quot; argument must be a positive number&#x27;);return this._maxListeners=t,this},o.prototype.getMaxListeners=function(){return c(this)},o.prototype.emit=function(t){var e,r,n,i,a,o,s=&quot;error&quot;===t;if(o=this._events)s=s&amp;&amp;null==o.error;else if(!s)return!1;if(s){if(arguments.length&gt;1&amp;&amp;(e=arguments[1]),e instanceof Error)throw e;var l=new Error(&#x27;Unhandled &quot;error&quot; event. (&#x27;+e+&quot;)&quot;);throw l.context=e,l}if(!(r=o[t]))return!1;var u=&quot;function&quot;==typeof r;switch(n=arguments.length){case 1:!function(t,e,r){if(e)t.call(r);else for(var n=t.length,i=v(t,n),a=0;a&lt;n;++a)i[a].call(r)}(r,u,this);break;case 2:!function(t,e,r,n){if(e)t.call(r,n);else for(var i=t.length,a=v(t,i),o=0;o&lt;i;++o)a[o].call(r,n)}(r,u,this,arguments[1]);break;case 3:!function(t,e,r,n,i){if(e)t.call(r,n,i);else for(var a=t.length,o=v(t,a),s=0;s&lt;a;++s)o[s].call(r,n,i)}(r,u,this,arguments[1],arguments[2]);break;case 4:!function(t,e,r,n,i,a){if(e)t.call(r,n,i,a);else for(var o=t.length,s=v(t,o),l=0;l&lt;o;++l)s[l].call(r,n,i,a)}(r,u,this,arguments[1],arguments[2],arguments[3]);break;default:for(i=new Array(n-1),a=1;a&lt;n;a++)i[a-1]=arguments[a];!function(t,e,r,n){if(e)t.apply(r,n);else for(var i=t.length,a=v(t,i),o=0;o&lt;i;++o)a[o].apply(r,n)}(r,u,this,i)}return!0},o.prototype.addListener=function(t,e){return f(this,t,e,!1)},o.prototype.on=o.prototype.addListener,o.prototype.prependListener=function(t,e){return f(this,t,e,!0)},o.prototype.once=function(t,e){if(&quot;function&quot;!=typeof e)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);return this.on(t,d(this,t,e)),this},o.prototype.prependOnceListener=function(t,e){if(&quot;function&quot;!=typeof e)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);return this.prependListener(t,d(this,t,e)),this},o.prototype.removeListener=function(t,e){var r,i,a,o,s;if(&quot;function&quot;!=typeof e)throw new TypeError(&#x27;&quot;listener&quot; argument must be a function&#x27;);if(!(i=this._events))return this;if(!(r=i[t]))return this;if(r===e||r.listener===e)0==--this._eventsCount?this._events=n(null):(delete i[t],i.removeListener&amp;&amp;this.emit(&quot;removeListener&quot;,t,r.listener||e));else if(&quot;function&quot;!=typeof r){for(a=-1,o=r.length-1;o&gt;=0;o--)if(r[o]===e||r[o].listener===e){s=r[o].listener,a=o;break}if(a&lt;0)return this;0===a?r.shift():function(t,e){for(var r=e,n=r+1,i=t.length;n&lt;i;r+=1,n+=1)t[r]=t[n];t.pop()}(r,a),1===r.length&amp;&amp;(i[t]=r[0]),i.removeListener&amp;&amp;this.emit(&quot;removeListener&quot;,t,s||e)}return this},o.prototype.removeAllListeners=function(t){var e,r,a;if(!(r=this._events))return this;if(!r.removeListener)return 0===arguments.length?(this._events=n(null),this._eventsCount=0):r[t]&amp;&amp;(0==--this._eventsCount?this._events=n(null):delete r[t]),this;if(0===arguments.length){var o,s=i(r);for(a=0;a&lt;s.length;++a)&quot;removeListener&quot;!==(o=s[a])&amp;&amp;this.removeAllListeners(o);return this.removeAllListeners(&quot;removeListener&quot;),this._events=n(null),this._eventsCount=0,this}if(&quot;function&quot;==typeof(e=r[t]))this.removeListener(t,e);else if(e)for(a=e.length-1;a&gt;=0;a--)this.removeListener(t,e[a]);return this},o.prototype.listeners=function(t){return p(this,t,!0)},o.prototype.rawListeners=function(t){return p(this,t,!1)},o.listenerCount=function(t,e){return&quot;function&quot;==typeof t.listenerCount?t.listenerCount(e):g.call(t,e)},o.prototype.listenerCount=g,o.prototype.eventNames=function(){return this._eventsCount&gt;0?Reflect.ownKeys(this._events):[]}},{}],48:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;base64-js&quot;),i=t(&quot;ieee754&quot;);r.Buffer=s,r.SlowBuffer=function(t){+t!=t&amp;&amp;(t=0);return s.alloc(+t)},r.INSPECT_MAX_BYTES=50;var a=2147483647;function o(t){if(t&gt;a)throw new RangeError(&#x27;The value &quot;&#x27;+t+&#x27;&quot; is invalid for option &quot;size&quot;&#x27;);var e=new Uint8Array(t);return e.__proto__=s.prototype,e}function s(t,e,r){if(&quot;number&quot;==typeof t){if(&quot;string&quot;==typeof e)throw new TypeError(&#x27;The &quot;string&quot; argument must be of type string. Received type number&#x27;);return c(t)}return l(t,e,r)}function l(t,e,r){if(&quot;string&quot;==typeof t)return function(t,e){&quot;string&quot;==typeof e&amp;&amp;&quot;&quot;!==e||(e=&quot;utf8&quot;);if(!s.isEncoding(e))throw new TypeError(&quot;Unknown encoding: &quot;+e);var r=0|d(t,e),n=o(r),i=n.write(t,e);i!==r&amp;&amp;(n=n.slice(0,i));return n}(t,e);if(ArrayBuffer.isView(t))return f(t);if(null==t)throw TypeError(&quot;The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type &quot;+typeof t);if(B(t,ArrayBuffer)||t&amp;&amp;B(t.buffer,ArrayBuffer))return function(t,e,r){if(e&lt;0||t.byteLength&lt;e)throw new RangeError(&#x27;&quot;offset&quot; is outside of buffer bounds&#x27;);if(t.byteLength&lt;e+(r||0))throw new RangeError(&#x27;&quot;length&quot; is outside of buffer bounds&#x27;);var n;n=void 0===e&amp;&amp;void 0===r?new Uint8Array(t):void 0===r?new Uint8Array(t,e):new Uint8Array(t,e,r);return n.__proto__=s.prototype,n}(t,e,r);if(&quot;number&quot;==typeof t)throw new TypeError(&#x27;The &quot;value&quot; argument must not be of type number. Received type number&#x27;);var n=t.valueOf&amp;&amp;t.valueOf();if(null!=n&amp;&amp;n!==t)return s.from(n,e,r);var i=function(t){if(s.isBuffer(t)){var e=0|h(t.length),r=o(e);return 0===r.length?r:(t.copy(r,0,0,e),r)}if(void 0!==t.length)return&quot;number&quot;!=typeof t.length||U(t.length)?o(0):f(t);if(&quot;Buffer&quot;===t.type&amp;&amp;Array.isArray(t.data))return f(t.data)}(t);if(i)return i;if(&quot;undefined&quot;!=typeof Symbol&amp;&amp;null!=Symbol.toPrimitive&amp;&amp;&quot;function&quot;==typeof t[Symbol.toPrimitive])return s.from(t[Symbol.toPrimitive](&quot;string&quot;),e,r);throw new TypeError(&quot;The first argument must be one of type string, Buffer, ArrayBuffer, Array, or Array-like Object. Received type &quot;+typeof t)}function u(t){if(&quot;number&quot;!=typeof t)throw new TypeError(&#x27;&quot;size&quot; argument must be of type number&#x27;);if(t&lt;0)throw new RangeError(&#x27;The value &quot;&#x27;+t+&#x27;&quot; is invalid for option &quot;size&quot;&#x27;)}function c(t){return u(t),o(t&lt;0?0:0|h(t))}function f(t){for(var e=t.length&lt;0?0:0|h(t.length),r=o(e),n=0;n&lt;e;n+=1)r[n]=255&amp;t[n];return r}function h(t){if(t&gt;=a)throw new RangeError(&quot;Attempt to allocate Buffer larger than maximum size: 0x&quot;+a.toString(16)+&quot; bytes&quot;);return 0|t}function d(t,e){if(s.isBuffer(t))return t.length;if(ArrayBuffer.isView(t)||B(t,ArrayBuffer))return t.byteLength;if(&quot;string&quot;!=typeof t)throw new TypeError(&#x27;The &quot;string&quot; argument must be one of type string, Buffer, or ArrayBuffer. Received type &#x27;+typeof t);var r=t.length,n=arguments.length&gt;2&amp;&amp;!0===arguments[2];if(!n&amp;&amp;0===r)return 0;for(var i=!1;;)switch(e){case&quot;ascii&quot;:case&quot;latin1&quot;:case&quot;binary&quot;:return r;case&quot;utf8&quot;:case&quot;utf-8&quot;:return D(t).length;case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return 2*r;case&quot;hex&quot;:return r&gt;&gt;&gt;1;case&quot;base64&quot;:return F(t).length;default:if(i)return n?-1:D(t).length;e=(&quot;&quot;+e).toLowerCase(),i=!0}}function p(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}function g(t,e,r,n,i){if(0===t.length)return-1;if(&quot;string&quot;==typeof r?(n=r,r=0):r&gt;2147483647?r=2147483647:r&lt;-2147483648&amp;&amp;(r=-2147483648),U(r=+r)&amp;&amp;(r=i?0:t.length-1),r&lt;0&amp;&amp;(r=t.length+r),r&gt;=t.length){if(i)return-1;r=t.length-1}else if(r&lt;0){if(!i)return-1;r=0}if(&quot;string&quot;==typeof e&amp;&amp;(e=s.from(e,n)),s.isBuffer(e))return 0===e.length?-1:v(t,e,r,n,i);if(&quot;number&quot;==typeof e)return e&amp;=255,&quot;function&quot;==typeof Uint8Array.prototype.indexOf?i?Uint8Array.prototype.indexOf.call(t,e,r):Uint8Array.prototype.lastIndexOf.call(t,e,r):v(t,[e],r,n,i);throw new TypeError(&quot;val must be string, number or Buffer&quot;)}function v(t,e,r,n,i){var a,o=1,s=t.length,l=e.length;if(void 0!==n&amp;&amp;(&quot;ucs2&quot;===(n=String(n).toLowerCase())||&quot;ucs-2&quot;===n||&quot;utf16le&quot;===n||&quot;utf-16le&quot;===n)){if(t.length&lt;2||e.length&lt;2)return-1;o=2,s/=2,l/=2,r/=2}function u(t,e){return 1===o?t[e]:t.readUInt16BE(e*o)}if(i){var c=-1;for(a=r;a&lt;s;a++)if(u(t,a)===u(e,-1===c?0:a-c)){if(-1===c&amp;&amp;(c=a),a-c+1===l)return c*o}else-1!==c&amp;&amp;(a-=a-c),c=-1}else for(r+l&gt;s&amp;&amp;(r=s-l),a=r;a&gt;=0;a--){for(var f=!0,h=0;h&lt;l;h++)if(u(t,a+h)!==u(e,h)){f=!1;break}if(f)return a}return-1}function m(t,e,r,n){r=Number(r)||0;var i=t.length-r;n?(n=Number(n))&gt;i&amp;&amp;(n=i):n=i;var a=e.length;n&gt;a/2&amp;&amp;(n=a/2);for(var o=0;o&lt;n;++o){var s=parseInt(e.substr(2*o,2),16);if(U(s))return o;t[r+o]=s}return o}function y(t,e,r,n){return j(D(e,t.length-r),t,r,n)}function b(t,e,r,n){return j(function(t){for(var e=[],r=0;r&lt;t.length;++r)e.push(255&amp;t.charCodeAt(r));return e}(e),t,r,n)}function x(t,e,r,n){return b(t,e,r,n)}function _(t,e,r,n){return j(F(e),t,r,n)}function w(t,e,r,n){return j(function(t,e){for(var r,n,i,a=[],o=0;o&lt;t.length&amp;&amp;!((e-=2)&lt;0);++o)r=t.charCodeAt(o),n=r&gt;&gt;8,i=r%256,a.push(i),a.push(n);return a}(e,t.length-r),t,r,n)}function A(t,e,r){return 0===e&amp;&amp;r===t.length?n.fromByteArray(t):n.fromByteArray(t.slice(e,r))}function M(t,e,r){r=Math.min(t.length,r);for(var n=[],i=e;i&lt;r;){var a,o,s,l,u=t[i],c=null,f=u&gt;239?4:u&gt;223?3:u&gt;191?2:1;if(i+f&lt;=r)switch(f){case 1:u&lt;128&amp;&amp;(c=u);break;case 2:128==(192&amp;(a=t[i+1]))&amp;&amp;(l=(31&amp;u)&lt;&lt;6|63&amp;a)&gt;127&amp;&amp;(c=l);break;case 3:a=t[i+1],o=t[i+2],128==(192&amp;a)&amp;&amp;128==(192&amp;o)&amp;&amp;(l=(15&amp;u)&lt;&lt;12|(63&amp;a)&lt;&lt;6|63&amp;o)&gt;2047&amp;&amp;(l&lt;55296||l&gt;57343)&amp;&amp;(c=l);break;case 4:a=t[i+1],o=t[i+2],s=t[i+3],128==(192&amp;a)&amp;&amp;128==(192&amp;o)&amp;&amp;128==(192&amp;s)&amp;&amp;(l=(15&amp;u)&lt;&lt;18|(63&amp;a)&lt;&lt;12|(63&amp;o)&lt;&lt;6|63&amp;s)&gt;65535&amp;&amp;l&lt;1114112&amp;&amp;(c=l)}null===c?(c=65533,f=1):c&gt;65535&amp;&amp;(c-=65536,n.push(c&gt;&gt;&gt;10&amp;1023|55296),c=56320|1023&amp;c),n.push(c),i+=f}return function(t){var e=t.length;if(e&lt;=T)return String.fromCharCode.apply(String,t);var r=&quot;&quot;,n=0;for(;n&lt;e;)r+=String.fromCharCode.apply(String,t.slice(n,n+=T));return r}(n)}r.kMaxLength=a,s.TYPED_ARRAY_SUPPORT=function(){try{var t=new Uint8Array(1);return t.__proto__={__proto__:Uint8Array.prototype,foo:function(){return 42}},42===t.foo()}catch(t){return!1}}(),s.TYPED_ARRAY_SUPPORT||&quot;undefined&quot;==typeof console||&quot;function&quot;!=typeof console.error||console.error(&quot;This browser lacks typed array (Uint8Array) support which is required by `buffer` v5.x. Use `buffer` v4.x if you require old browser support.&quot;),Object.defineProperty(s.prototype,&quot;parent&quot;,{enumerable:!0,get:function(){if(s.isBuffer(this))return this.buffer}}),Object.defineProperty(s.prototype,&quot;offset&quot;,{enumerable:!0,get:function(){if(s.isBuffer(this))return this.byteOffset}}),&quot;undefined&quot;!=typeof Symbol&amp;&amp;null!=Symbol.species&amp;&amp;s[Symbol.species]===s&amp;&amp;Object.defineProperty(s,Symbol.species,{value:null,configurable:!0,enumerable:!1,writable:!1}),s.poolSize=8192,s.from=function(t,e,r){return l(t,e,r)},s.prototype.__proto__=Uint8Array.prototype,s.__proto__=Uint8Array,s.alloc=function(t,e,r){return function(t,e,r){return u(t),t&lt;=0?o(t):void 0!==e?&quot;string&quot;==typeof r?o(t).fill(e,r):o(t).fill(e):o(t)}(t,e,r)},s.allocUnsafe=function(t){return c(t)},s.allocUnsafeSlow=function(t){return c(t)},s.isBuffer=function(t){return null!=t&amp;&amp;!0===t._isBuffer&amp;&amp;t!==s.prototype},s.compare=function(t,e){if(B(t,Uint8Array)&amp;&amp;(t=s.from(t,t.offset,t.byteLength)),B(e,Uint8Array)&amp;&amp;(e=s.from(e,e.offset,e.byteLength)),!s.isBuffer(t)||!s.isBuffer(e))throw new TypeError(&#x27;The &quot;buf1&quot;, &quot;buf2&quot; arguments must be one of type Buffer or Uint8Array&#x27;);if(t===e)return 0;for(var r=t.length,n=e.length,i=0,a=Math.min(r,n);i&lt;a;++i)if(t[i]!==e[i]){r=t[i],n=e[i];break}return r&lt;n?-1:n&lt;r?1:0},s.isEncoding=function(t){switch(String(t).toLowerCase()){case&quot;hex&quot;:case&quot;utf8&quot;:case&quot;utf-8&quot;:case&quot;ascii&quot;:case&quot;latin1&quot;:case&quot;binary&quot;:case&quot;base64&quot;:case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return!0;default:return!1}},s.concat=function(t,e){if(!Array.isArray(t))throw new TypeError(&#x27;&quot;list&quot; argument must be an Array of Buffers&#x27;);if(0===t.length)return s.alloc(0);var r;if(void 0===e)for(e=0,r=0;r&lt;t.length;++r)e+=t[r].length;var n=s.allocUnsafe(e),i=0;for(r=0;r&lt;t.length;++r){var a=t[r];if(B(a,Uint8Array)&amp;&amp;(a=s.from(a)),!s.isBuffer(a))throw new TypeError(&#x27;&quot;list&quot; argument must be an Array of Buffers&#x27;);a.copy(n,i),i+=a.length}return n},s.byteLength=d,s.prototype._isBuffer=!0,s.prototype.swap16=function(){var t=this.length;if(t%2!=0)throw new RangeError(&quot;Buffer size must be a multiple of 16-bits&quot;);for(var e=0;e&lt;t;e+=2)p(this,e,e+1);return this},s.prototype.swap32=function(){var t=this.length;if(t%4!=0)throw new RangeError(&quot;Buffer size must be a multiple of 32-bits&quot;);for(var e=0;e&lt;t;e+=4)p(this,e,e+3),p(this,e+1,e+2);return this},s.prototype.swap64=function(){var t=this.length;if(t%8!=0)throw new RangeError(&quot;Buffer size must be a multiple of 64-bits&quot;);for(var e=0;e&lt;t;e+=8)p(this,e,e+7),p(this,e+1,e+6),p(this,e+2,e+5),p(this,e+3,e+4);return this},s.prototype.toString=function(){var t=this.length;return 0===t?&quot;&quot;:0===arguments.length?M(this,0,t):function(t,e,r){var n=!1;if((void 0===e||e&lt;0)&amp;&amp;(e=0),e&gt;this.length)return&quot;&quot;;if((void 0===r||r&gt;this.length)&amp;&amp;(r=this.length),r&lt;=0)return&quot;&quot;;if((r&gt;&gt;&gt;=0)&lt;=(e&gt;&gt;&gt;=0))return&quot;&quot;;for(t||(t=&quot;utf8&quot;);;)switch(t){case&quot;hex&quot;:return L(this,e,r);case&quot;utf8&quot;:case&quot;utf-8&quot;:return M(this,e,r);case&quot;ascii&quot;:return k(this,e,r);case&quot;latin1&quot;:case&quot;binary&quot;:return E(this,e,r);case&quot;base64&quot;:return A(this,e,r);case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return S(this,e,r);default:if(n)throw new TypeError(&quot;Unknown encoding: &quot;+t);t=(t+&quot;&quot;).toLowerCase(),n=!0}}.apply(this,arguments)},s.prototype.toLocaleString=s.prototype.toString,s.prototype.equals=function(t){if(!s.isBuffer(t))throw new TypeError(&quot;Argument must be a Buffer&quot;);return this===t||0===s.compare(this,t)},s.prototype.inspect=function(){var t=&quot;&quot;,e=r.INSPECT_MAX_BYTES;return t=this.toString(&quot;hex&quot;,0,e).replace(/(.{2})/g,&quot;$1 &quot;).trim(),this.length&gt;e&amp;&amp;(t+=&quot; ... &quot;),&quot;&lt;Buffer &quot;+t+&quot;&gt;&quot;},s.prototype.compare=function(t,e,r,n,i){if(B(t,Uint8Array)&amp;&amp;(t=s.from(t,t.offset,t.byteLength)),!s.isBuffer(t))throw new TypeError(&#x27;The &quot;target&quot; argument must be one of type Buffer or Uint8Array. Received type &#x27;+typeof t);if(void 0===e&amp;&amp;(e=0),void 0===r&amp;&amp;(r=t?t.length:0),void 0===n&amp;&amp;(n=0),void 0===i&amp;&amp;(i=this.length),e&lt;0||r&gt;t.length||n&lt;0||i&gt;this.length)throw new RangeError(&quot;out of range index&quot;);if(n&gt;=i&amp;&amp;e&gt;=r)return 0;if(n&gt;=i)return-1;if(e&gt;=r)return 1;if(this===t)return 0;for(var a=(i&gt;&gt;&gt;=0)-(n&gt;&gt;&gt;=0),o=(r&gt;&gt;&gt;=0)-(e&gt;&gt;&gt;=0),l=Math.min(a,o),u=this.slice(n,i),c=t.slice(e,r),f=0;f&lt;l;++f)if(u[f]!==c[f]){a=u[f],o=c[f];break}return a&lt;o?-1:o&lt;a?1:0},s.prototype.includes=function(t,e,r){return-1!==this.indexOf(t,e,r)},s.prototype.indexOf=function(t,e,r){return g(this,t,e,r,!0)},s.prototype.lastIndexOf=function(t,e,r){return g(this,t,e,r,!1)},s.prototype.write=function(t,e,r,n){if(void 0===e)n=&quot;utf8&quot;,r=this.length,e=0;else if(void 0===r&amp;&amp;&quot;string&quot;==typeof e)n=e,r=this.length,e=0;else{if(!isFinite(e))throw new Error(&quot;Buffer.write(string, encoding, offset[, length]) is no longer supported&quot;);e&gt;&gt;&gt;=0,isFinite(r)?(r&gt;&gt;&gt;=0,void 0===n&amp;&amp;(n=&quot;utf8&quot;)):(n=r,r=void 0)}var i=this.length-e;if((void 0===r||r&gt;i)&amp;&amp;(r=i),t.length&gt;0&amp;&amp;(r&lt;0||e&lt;0)||e&gt;this.length)throw new RangeError(&quot;Attempt to write outside buffer bounds&quot;);n||(n=&quot;utf8&quot;);for(var a=!1;;)switch(n){case&quot;hex&quot;:return m(this,t,e,r);case&quot;utf8&quot;:case&quot;utf-8&quot;:return y(this,t,e,r);case&quot;ascii&quot;:return b(this,t,e,r);case&quot;latin1&quot;:case&quot;binary&quot;:return x(this,t,e,r);case&quot;base64&quot;:return _(this,t,e,r);case&quot;ucs2&quot;:case&quot;ucs-2&quot;:case&quot;utf16le&quot;:case&quot;utf-16le&quot;:return w(this,t,e,r);default:if(a)throw new TypeError(&quot;Unknown encoding: &quot;+n);n=(&quot;&quot;+n).toLowerCase(),a=!0}},s.prototype.toJSON=function(){return{type:&quot;Buffer&quot;,data:Array.prototype.slice.call(this._arr||this,0)}};var T=4096;function k(t,e,r){var n=&quot;&quot;;r=Math.min(t.length,r);for(var i=e;i&lt;r;++i)n+=String.fromCharCode(127&amp;t[i]);return n}function E(t,e,r){var n=&quot;&quot;;r=Math.min(t.length,r);for(var i=e;i&lt;r;++i)n+=String.fromCharCode(t[i]);return n}function L(t,e,r){var n=t.length;(!e||e&lt;0)&amp;&amp;(e=0),(!r||r&lt;0||r&gt;n)&amp;&amp;(r=n);for(var i=&quot;&quot;,a=e;a&lt;r;++a)i+=N(t[a]);return i}function S(t,e,r){for(var n=t.slice(e,r),i=&quot;&quot;,a=0;a&lt;n.length;a+=2)i+=String.fromCharCode(n[a]+256*n[a+1]);return i}function C(t,e,r){if(t%1!=0||t&lt;0)throw new RangeError(&quot;offset is not uint&quot;);if(t+e&gt;r)throw new RangeError(&quot;Trying to access beyond buffer length&quot;)}function O(t,e,r,n,i,a){if(!s.isBuffer(t))throw new TypeError(&#x27;&quot;buffer&quot; argument must be a Buffer instance&#x27;);if(e&gt;i||e&lt;a)throw new RangeError(&#x27;&quot;value&quot; argument is out of bounds&#x27;);if(r+n&gt;t.length)throw new RangeError(&quot;Index out of range&quot;)}function R(t,e,r,n,i,a){if(r+n&gt;t.length)throw new RangeError(&quot;Index out of range&quot;);if(r&lt;0)throw new RangeError(&quot;Index out of range&quot;)}function P(t,e,r,n,a){return e=+e,r&gt;&gt;&gt;=0,a||R(t,0,r,4),i.write(t,e,r,n,23,4),r+4}function z(t,e,r,n,a){return e=+e,r&gt;&gt;&gt;=0,a||R(t,0,r,8),i.write(t,e,r,n,52,8),r+8}s.prototype.slice=function(t,e){var r=this.length;(t=~~t)&lt;0?(t+=r)&lt;0&amp;&amp;(t=0):t&gt;r&amp;&amp;(t=r),(e=void 0===e?r:~~e)&lt;0?(e+=r)&lt;0&amp;&amp;(e=0):e&gt;r&amp;&amp;(e=r),e&lt;t&amp;&amp;(e=t);var n=this.subarray(t,e);return n.__proto__=s.prototype,n},s.prototype.readUIntLE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=this[t],i=1,a=0;++a&lt;e&amp;&amp;(i*=256);)n+=this[t+a]*i;return n},s.prototype.readUIntBE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=this[t+--e],i=1;e&gt;0&amp;&amp;(i*=256);)n+=this[t+--e]*i;return n},s.prototype.readUInt8=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,1,this.length),this[t]},s.prototype.readUInt16LE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,2,this.length),this[t]|this[t+1]&lt;&lt;8},s.prototype.readUInt16BE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,2,this.length),this[t]&lt;&lt;8|this[t+1]},s.prototype.readUInt32LE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),(this[t]|this[t+1]&lt;&lt;8|this[t+2]&lt;&lt;16)+16777216*this[t+3]},s.prototype.readUInt32BE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),16777216*this[t]+(this[t+1]&lt;&lt;16|this[t+2]&lt;&lt;8|this[t+3])},s.prototype.readIntLE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=this[t],i=1,a=0;++a&lt;e&amp;&amp;(i*=256);)n+=this[t+a]*i;return n&gt;=(i*=128)&amp;&amp;(n-=Math.pow(2,8*e)),n},s.prototype.readIntBE=function(t,e,r){t&gt;&gt;&gt;=0,e&gt;&gt;&gt;=0,r||C(t,e,this.length);for(var n=e,i=1,a=this[t+--n];n&gt;0&amp;&amp;(i*=256);)a+=this[t+--n]*i;return a&gt;=(i*=128)&amp;&amp;(a-=Math.pow(2,8*e)),a},s.prototype.readInt8=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,1,this.length),128&amp;this[t]?-1*(255-this[t]+1):this[t]},s.prototype.readInt16LE=function(t,e){t&gt;&gt;&gt;=0,e||C(t,2,this.length);var r=this[t]|this[t+1]&lt;&lt;8;return 32768&amp;r?4294901760|r:r},s.prototype.readInt16BE=function(t,e){t&gt;&gt;&gt;=0,e||C(t,2,this.length);var r=this[t+1]|this[t]&lt;&lt;8;return 32768&amp;r?4294901760|r:r},s.prototype.readInt32LE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),this[t]|this[t+1]&lt;&lt;8|this[t+2]&lt;&lt;16|this[t+3]&lt;&lt;24},s.prototype.readInt32BE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),this[t]&lt;&lt;24|this[t+1]&lt;&lt;16|this[t+2]&lt;&lt;8|this[t+3]},s.prototype.readFloatLE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),i.read(this,t,!0,23,4)},s.prototype.readFloatBE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,4,this.length),i.read(this,t,!1,23,4)},s.prototype.readDoubleLE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,8,this.length),i.read(this,t,!0,52,8)},s.prototype.readDoubleBE=function(t,e){return t&gt;&gt;&gt;=0,e||C(t,8,this.length),i.read(this,t,!1,52,8)},s.prototype.writeUIntLE=function(t,e,r,n){(t=+t,e&gt;&gt;&gt;=0,r&gt;&gt;&gt;=0,n)||O(this,t,e,r,Math.pow(2,8*r)-1,0);var i=1,a=0;for(this[e]=255&amp;t;++a&lt;r&amp;&amp;(i*=256);)this[e+a]=t/i&amp;255;return e+r},s.prototype.writeUIntBE=function(t,e,r,n){(t=+t,e&gt;&gt;&gt;=0,r&gt;&gt;&gt;=0,n)||O(this,t,e,r,Math.pow(2,8*r)-1,0);var i=r-1,a=1;for(this[e+i]=255&amp;t;--i&gt;=0&amp;&amp;(a*=256);)this[e+i]=t/a&amp;255;return e+r},s.prototype.writeUInt8=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,1,255,0),this[e]=255&amp;t,e+1},s.prototype.writeUInt16LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,65535,0),this[e]=255&amp;t,this[e+1]=t&gt;&gt;&gt;8,e+2},s.prototype.writeUInt16BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,65535,0),this[e]=t&gt;&gt;&gt;8,this[e+1]=255&amp;t,e+2},s.prototype.writeUInt32LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,4294967295,0),this[e+3]=t&gt;&gt;&gt;24,this[e+2]=t&gt;&gt;&gt;16,this[e+1]=t&gt;&gt;&gt;8,this[e]=255&amp;t,e+4},s.prototype.writeUInt32BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,4294967295,0),this[e]=t&gt;&gt;&gt;24,this[e+1]=t&gt;&gt;&gt;16,this[e+2]=t&gt;&gt;&gt;8,this[e+3]=255&amp;t,e+4},s.prototype.writeIntLE=function(t,e,r,n){if(t=+t,e&gt;&gt;&gt;=0,!n){var i=Math.pow(2,8*r-1);O(this,t,e,r,i-1,-i)}var a=0,o=1,s=0;for(this[e]=255&amp;t;++a&lt;r&amp;&amp;(o*=256);)t&lt;0&amp;&amp;0===s&amp;&amp;0!==this[e+a-1]&amp;&amp;(s=1),this[e+a]=(t/o&gt;&gt;0)-s&amp;255;return e+r},s.prototype.writeIntBE=function(t,e,r,n){if(t=+t,e&gt;&gt;&gt;=0,!n){var i=Math.pow(2,8*r-1);O(this,t,e,r,i-1,-i)}var a=r-1,o=1,s=0;for(this[e+a]=255&amp;t;--a&gt;=0&amp;&amp;(o*=256);)t&lt;0&amp;&amp;0===s&amp;&amp;0!==this[e+a+1]&amp;&amp;(s=1),this[e+a]=(t/o&gt;&gt;0)-s&amp;255;return e+r},s.prototype.writeInt8=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,1,127,-128),t&lt;0&amp;&amp;(t=255+t+1),this[e]=255&amp;t,e+1},s.prototype.writeInt16LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,32767,-32768),this[e]=255&amp;t,this[e+1]=t&gt;&gt;&gt;8,e+2},s.prototype.writeInt16BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,2,32767,-32768),this[e]=t&gt;&gt;&gt;8,this[e+1]=255&amp;t,e+2},s.prototype.writeInt32LE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,2147483647,-2147483648),this[e]=255&amp;t,this[e+1]=t&gt;&gt;&gt;8,this[e+2]=t&gt;&gt;&gt;16,this[e+3]=t&gt;&gt;&gt;24,e+4},s.prototype.writeInt32BE=function(t,e,r){return t=+t,e&gt;&gt;&gt;=0,r||O(this,t,e,4,2147483647,-2147483648),t&lt;0&amp;&amp;(t=4294967295+t+1),this[e]=t&gt;&gt;&gt;24,this[e+1]=t&gt;&gt;&gt;16,this[e+2]=t&gt;&gt;&gt;8,this[e+3]=255&amp;t,e+4},s.prototype.writeFloatLE=function(t,e,r){return P(this,t,e,!0,r)},s.prototype.writeFloatBE=function(t,e,r){return P(this,t,e,!1,r)},s.prototype.writeDoubleLE=function(t,e,r){return z(this,t,e,!0,r)},s.prototype.writeDoubleBE=function(t,e,r){return z(this,t,e,!1,r)},s.prototype.copy=function(t,e,r,n){if(!s.isBuffer(t))throw new TypeError(&quot;argument should be a Buffer&quot;);if(r||(r=0),n||0===n||(n=this.length),e&gt;=t.length&amp;&amp;(e=t.length),e||(e=0),n&gt;0&amp;&amp;n&lt;r&amp;&amp;(n=r),n===r)return 0;if(0===t.length||0===this.length)return 0;if(e&lt;0)throw new RangeError(&quot;targetStart out of bounds&quot;);if(r&lt;0||r&gt;=this.length)throw new RangeError(&quot;Index out of range&quot;);if(n&lt;0)throw new RangeError(&quot;sourceEnd out of bounds&quot;);n&gt;this.length&amp;&amp;(n=this.length),t.length-e&lt;n-r&amp;&amp;(n=t.length-e+r);var i=n-r;if(this===t&amp;&amp;&quot;function&quot;==typeof Uint8Array.prototype.copyWithin)this.copyWithin(e,r,n);else if(this===t&amp;&amp;r&lt;e&amp;&amp;e&lt;n)for(var a=i-1;a&gt;=0;--a)t[a+e]=this[a+r];else Uint8Array.prototype.set.call(t,this.subarray(r,n),e);return i},s.prototype.fill=function(t,e,r,n){if(&quot;string&quot;==typeof t){if(&quot;string&quot;==typeof e?(n=e,e=0,r=this.length):&quot;string&quot;==typeof r&amp;&amp;(n=r,r=this.length),void 0!==n&amp;&amp;&quot;string&quot;!=typeof n)throw new TypeError(&quot;encoding must be a string&quot;);if(&quot;string&quot;==typeof n&amp;&amp;!s.isEncoding(n))throw new TypeError(&quot;Unknown encoding: &quot;+n);if(1===t.length){var i=t.charCodeAt(0);(&quot;utf8&quot;===n&amp;&amp;i&lt;128||&quot;latin1&quot;===n)&amp;&amp;(t=i)}}else&quot;number&quot;==typeof t&amp;&amp;(t&amp;=255);if(e&lt;0||this.length&lt;e||this.length&lt;r)throw new RangeError(&quot;Out of range index&quot;);if(r&lt;=e)return this;var a;if(e&gt;&gt;&gt;=0,r=void 0===r?this.length:r&gt;&gt;&gt;0,t||(t=0),&quot;number&quot;==typeof t)for(a=e;a&lt;r;++a)this[a]=t;else{var o=s.isBuffer(t)?t:s.from(t,n),l=o.length;if(0===l)throw new TypeError(&#x27;The value &quot;&#x27;+t+&#x27;&quot; is invalid for argument &quot;value&quot;&#x27;);for(a=0;a&lt;r-e;++a)this[a+e]=o[a%l]}return this};var I=/[^+\\/0-9A-Za-z-_]/g;function N(t){return t&lt;16?&quot;0&quot;+t.toString(16):t.toString(16)}function D(t,e){var r;e=e||1/0;for(var n=t.length,i=null,a=[],o=0;o&lt;n;++o){if((r=t.charCodeAt(o))&gt;55295&amp;&amp;r&lt;57344){if(!i){if(r&gt;56319){(e-=3)&gt;-1&amp;&amp;a.push(239,191,189);continue}if(o+1===n){(e-=3)&gt;-1&amp;&amp;a.push(239,191,189);continue}i=r;continue}if(r&lt;56320){(e-=3)&gt;-1&amp;&amp;a.push(239,191,189),i=r;continue}r=65536+(i-55296&lt;&lt;10|r-56320)}else i&amp;&amp;(e-=3)&gt;-1&amp;&amp;a.push(239,191,189);if(i=null,r&lt;128){if((e-=1)&lt;0)break;a.push(r)}else if(r&lt;2048){if((e-=2)&lt;0)break;a.push(r&gt;&gt;6|192,63&amp;r|128)}else if(r&lt;65536){if((e-=3)&lt;0)break;a.push(r&gt;&gt;12|224,r&gt;&gt;6&amp;63|128,63&amp;r|128)}else{if(!(r&lt;1114112))throw new Error(&quot;Invalid code point&quot;);if((e-=4)&lt;0)break;a.push(r&gt;&gt;18|240,r&gt;&gt;12&amp;63|128,r&gt;&gt;6&amp;63|128,63&amp;r|128)}}return a}function F(t){return n.toByteArray(function(t){if((t=(t=t.split(&quot;=&quot;)[0]).trim().replace(I,&quot;&quot;)).length&lt;2)return&quot;&quot;;for(;t.length%4!=0;)t+=&quot;=&quot;;return t}(t))}function j(t,e,r,n){for(var i=0;i&lt;n&amp;&amp;!(i+r&gt;=e.length||i&gt;=t.length);++i)e[i+r]=t[i];return i}function B(t,e){return t instanceof e||null!=t&amp;&amp;null!=t.constructor&amp;&amp;null!=t.constructor.name&amp;&amp;t.constructor.name===e.name}function U(t){return t!=t}},{&quot;base64-js&quot;:18,ieee754:253}],49:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/monotone&quot;),i=t(&quot;./lib/triangulation&quot;),a=t(&quot;./lib/delaunay&quot;),o=t(&quot;./lib/filter&quot;);function s(t){return[Math.min(t[0],t[1]),Math.max(t[0],t[1])]}function l(t,e){return t[0]-e[0]||t[1]-e[1]}function u(t,e,r){return e in t?t[e]:r}e.exports=function(t,e,r){Array.isArray(e)?(r=r||{},e=e||[]):(r=e||{},e=[]);var c=!!u(r,&quot;delaunay&quot;,!0),f=!!u(r,&quot;interior&quot;,!0),h=!!u(r,&quot;exterior&quot;,!0),d=!!u(r,&quot;infinity&quot;,!1);if(!f&amp;&amp;!h||0===t.length)return[];var p=n(t,e);if(c||f!==h||d){for(var g=i(t.length,function(t){return t.map(s).sort(l)}(e)),v=0;v&lt;p.length;++v){var m=p[v];g.addTriangle(m[0],m[1],m[2])}return c&amp;&amp;a(t,g),h?f?d?o(g,0,d):g.cells():o(g,1,d):o(g,-1)}return p}},{&quot;./lib/delaunay&quot;:50,&quot;./lib/filter&quot;:51,&quot;./lib/monotone&quot;:52,&quot;./lib/triangulation&quot;:53}],50:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-in-sphere&quot;)[4];t(&quot;binary-search-bounds&quot;);function i(t,e,r,i,a,o){var s=e.opposite(i,a);if(!(s&lt;0)){if(a&lt;i){var l=i;i=a,a=l,l=o,o=s,s=l}e.isConstraint(i,a)||n(t[i],t[a],t[o],t[s])&lt;0&amp;&amp;r.push(i,a)}}e.exports=function(t,e){for(var r=[],a=t.length,o=e.stars,s=0;s&lt;a;++s)for(var l=o[s],u=1;u&lt;l.length;u+=2){var c=l[u];if(!(c&lt;s)&amp;&amp;!e.isConstraint(s,c)){for(var f=l[u-1],h=-1,d=1;d&lt;l.length;d+=2)if(l[d-1]===c){h=l[d];break}h&lt;0||n(t[s],t[c],t[f],t[h])&lt;0&amp;&amp;r.push(s,c)}}for(;r.length&gt;0;){for(var c=r.pop(),s=r.pop(),f=-1,h=-1,l=o[s],p=1;p&lt;l.length;p+=2){var g=l[p-1],v=l[p];g===c?h=v:v===c&amp;&amp;(f=g)}f&lt;0||h&lt;0||(n(t[s],t[c],t[f],t[h])&gt;=0||(e.flip(s,c),i(t,e,r,f,s,h),i(t,e,r,s,h,f),i(t,e,r,h,c,f),i(t,e,r,c,f,h)))}}},{&quot;binary-search-bounds&quot;:54,&quot;robust-in-sphere&quot;:320}],51:[function(t,e,r){&quot;use strict&quot;;var n,i=t(&quot;binary-search-bounds&quot;);function a(t,e,r,n,i,a,o){this.cells=t,this.neighbor=e,this.flags=n,this.constraint=r,this.active=i,this.next=a,this.boundary=o}function o(t,e){return t[0]-e[0]||t[1]-e[1]||t[2]-e[2]}e.exports=function(t,e,r){var n=function(t,e){for(var r=t.cells(),n=r.length,i=0;i&lt;n;++i){var s=r[i],l=s[0],u=s[1],c=s[2];u&lt;c?u&lt;l&amp;&amp;(s[0]=u,s[1]=c,s[2]=l):c&lt;l&amp;&amp;(s[0]=c,s[1]=l,s[2]=u)}r.sort(o);for(var f=new Array(n),i=0;i&lt;f.length;++i)f[i]=0;var h=[],d=[],p=new Array(3*n),g=new Array(3*n),v=null;e&amp;&amp;(v=[]);for(var m=new a(r,p,g,f,h,d,v),i=0;i&lt;n;++i)for(var s=r[i],y=0;y&lt;3;++y){var l=s[y],u=s[(y+1)%3],b=p[3*i+y]=m.locate(u,l,t.opposite(u,l)),x=g[3*i+y]=t.isConstraint(l,u);b&lt;0&amp;&amp;(x?d.push(i):(h.push(i),f[i]=1),e&amp;&amp;v.push([u,l,-1]))}return m}(t,r);if(0===e)return r?n.cells.concat(n.boundary):n.cells;var i=1,s=n.active,l=n.next,u=n.flags,c=n.cells,f=n.constraint,h=n.neighbor;for(;s.length&gt;0||l.length&gt;0;){for(;s.length&gt;0;){var d=s.pop();if(u[d]!==-i){u[d]=i;c[d];for(var p=0;p&lt;3;++p){var g=h[3*d+p];g&gt;=0&amp;&amp;0===u[g]&amp;&amp;(f[3*d+p]?l.push(g):(s.push(g),u[g]=i))}}}var v=l;l=s,s=v,l.length=0,i=-i}var m=function(t,e,r){for(var n=0,i=0;i&lt;t.length;++i)e[i]===r&amp;&amp;(t[n++]=t[i]);return t.length=n,t}(c,u,e);if(r)return m.concat(n.boundary);return m},a.prototype.locate=(n=[0,0,0],function(t,e,r){var a=t,s=e,l=r;return e&lt;r?e&lt;t&amp;&amp;(a=e,s=r,l=t):r&lt;t&amp;&amp;(a=r,s=t,l=e),a&lt;0?-1:(n[0]=a,n[1]=s,n[2]=l,i.eq(this.cells,n,o))})},{&quot;binary-search-bounds&quot;:54}],52:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;),i=t(&quot;robust-orientation&quot;)[3],a=0,o=1,s=2;function l(t,e,r,n,i){this.a=t,this.b=e,this.idx=r,this.lowerIds=n,this.upperIds=i}function u(t,e,r,n){this.a=t,this.b=e,this.type=r,this.idx=n}function c(t,e){var r=t.a[0]-e.a[0]||t.a[1]-e.a[1]||t.type-e.type;return r||(t.type!==a&amp;&amp;(r=i(t.a,t.b,e.b))?r:t.idx-e.idx)}function f(t,e){return i(t.a,t.b,e)}function h(t,e,r,a,o){for(var s=n.lt(e,a,f),l=n.gt(e,a,f),u=s;u&lt;l;++u){for(var c=e[u],h=c.lowerIds,d=h.length;d&gt;1&amp;&amp;i(r[h[d-2]],r[h[d-1]],a)&gt;0;)t.push([h[d-1],h[d-2],o]),d-=1;h.length=d,h.push(o);var p=c.upperIds;for(d=p.length;d&gt;1&amp;&amp;i(r[p[d-2]],r[p[d-1]],a)&lt;0;)t.push([p[d-2],p[d-1],o]),d-=1;p.length=d,p.push(o)}}function d(t,e){var r;return(r=t.a[0]&lt;e.a[0]?i(t.a,t.b,e.a):i(e.b,e.a,t.a))?r:(r=e.b[0]&lt;t.b[0]?i(t.a,t.b,e.b):i(e.b,e.a,t.b))||t.idx-e.idx}function p(t,e,r){var i=n.le(t,r,d),a=t[i],o=a.upperIds,s=o[o.length-1];a.upperIds=[s],t.splice(i+1,0,new l(r.a,r.b,r.idx,[s],o))}function g(t,e,r){var i=r.a;r.a=r.b,r.b=i;var a=n.eq(t,r,d),o=t[a];t[a-1].upperIds=o.upperIds,t.splice(a,1)}e.exports=function(t,e){for(var r=t.length,n=e.length,i=[],f=0;f&lt;r;++f)i.push(new u(t[f],null,a,f));for(var f=0;f&lt;n;++f){var d=e[f],v=t[d[0]],m=t[d[1]];v[0]&lt;m[0]?i.push(new u(v,m,s,f),new u(m,v,o,f)):v[0]&gt;m[0]&amp;&amp;i.push(new u(m,v,s,f),new u(v,m,o,f))}i.sort(c);for(var y=i[0].a[0]-(1+Math.abs(i[0].a[0]))*Math.pow(2,-52),b=[new l([y,1],[y,0],-1,[],[],[],[])],x=[],f=0,_=i.length;f&lt;_;++f){var w=i[f],A=w.type;A===a?h(x,b,t,w.a,w.idx):A===s?p(b,t,w):g(b,t,w)}return x}},{&quot;binary-search-bounds&quot;:54,&quot;robust-orientation&quot;:322}],53:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;);function i(t,e){this.stars=t,this.edges=e}e.exports=function(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=[];return new i(r,e)};var a=i.prototype;function o(t,e,r){for(var n=1,i=t.length;n&lt;i;n+=2)if(t[n-1]===e&amp;&amp;t[n]===r)return t[n-1]=t[i-2],t[n]=t[i-1],void(t.length=i-2)}a.isConstraint=function(){var t=[0,0];function e(t,e){return t[0]-e[0]||t[1]-e[1]}return function(r,i){return t[0]=Math.min(r,i),t[1]=Math.max(r,i),n.eq(this.edges,t,e)&gt;=0}}(),a.removeTriangle=function(t,e,r){var n=this.stars;o(n[t],e,r),o(n[e],r,t),o(n[r],t,e)},a.addTriangle=function(t,e,r){var n=this.stars;n[t].push(e,r),n[e].push(r,t),n[r].push(t,e)},a.opposite=function(t,e){for(var r=this.stars[e],n=1,i=r.length;n&lt;i;n+=2)if(r[n]===t)return r[n-1];return-1},a.flip=function(t,e){var r=this.opposite(t,e),n=this.opposite(e,t);this.removeTriangle(t,e,r),this.removeTriangle(e,t,n),this.addTriangle(t,n,r),this.addTriangle(e,r,n)},a.edges=function(){for(var t=this.stars,e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0,o=i.length;a&lt;o;a+=2)e.push([i[a],i[a+1]]);return e},a.cells=function(){for(var t=this.stars,e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0,o=i.length;a&lt;o;a+=2){var s=i[a],l=i[a+1];r&lt;Math.min(s,l)&amp;&amp;e.push([r,s,l])}return e}},{&quot;binary-search-bounds&quot;:54}],54:[function(t,e,r){&quot;use strict&quot;;function n(t,e,r,n,i){var a=[&quot;function &quot;,t,&quot;(a,l,h,&quot;,n.join(&quot;,&quot;),&quot;){&quot;,i?&quot;&quot;:&quot;var i=&quot;,r?&quot;l-1&quot;:&quot;h+1&quot;,&quot;;while(l&lt;=h){var m=(l+h)&gt;&gt;&gt;1,x=a[m]&quot;];return i?e.indexOf(&quot;c&quot;)&lt;0?a.push(&quot;;if(x===y){return m}else if(x&lt;=y){&quot;):a.push(&quot;;var p=c(x,y);if(p===0){return m}else if(p&lt;=0){&quot;):a.push(&quot;;if(&quot;,e,&quot;){i=m;&quot;),r?a.push(&quot;l=m+1}else{h=m-1}&quot;):a.push(&quot;h=m-1}else{l=m+1}&quot;),a.push(&quot;}&quot;),i?a.push(&quot;return -1};&quot;):a.push(&quot;return i};&quot;),a.join(&quot;&quot;)}function i(t,e,r,i){return new Function([n(&quot;A&quot;,&quot;x&quot;+t+&quot;y&quot;,e,[&quot;y&quot;],i),n(&quot;P&quot;,&quot;c(x,y)&quot;+t+&quot;0&quot;,e,[&quot;y&quot;,&quot;c&quot;],i),&quot;function dispatchBsearch&quot;,r,&quot;(a,y,c,l,h){if(typeof(c)===&#x27;function&#x27;){return P(a,(l===void 0)?0:l|0,(h===void 0)?a.length-1:h|0,y,c)}else{return A(a,(c===void 0)?0:c|0,(l===void 0)?a.length-1:l|0,y)}}return dispatchBsearch&quot;,r].join(&quot;&quot;))()}e.exports={ge:i(&quot;&gt;=&quot;,!1,&quot;GE&quot;),gt:i(&quot;&gt;&quot;,!1,&quot;GT&quot;),lt:i(&quot;&lt;&quot;,!0,&quot;LT&quot;),le:i(&quot;&lt;=&quot;,!0,&quot;LE&quot;),eq:i(&quot;-&quot;,!0,&quot;EQ&quot;,!0)}},{}],55:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=1,r=1;r&lt;t.length;++r)for(var n=0;n&lt;r;++n)if(t[r]&lt;t[n])e=-e;else if(t[n]===t[r])return 0;return e}},{}],56:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;dup&quot;),i=t(&quot;robust-linear-solve&quot;);function a(t,e){for(var r=0,n=t.length,i=0;i&lt;n;++i)r+=t[i]*e[i];return r}function o(t){var e=t.length;if(0===e)return[];t[0].length;var r=n([t.length+1,t.length+1],1),o=n([t.length+1],1);r[e][e]=0;for(var s=0;s&lt;e;++s){for(var l=0;l&lt;=s;++l)r[l][s]=r[s][l]=2*a(t[s],t[l]);o[s]=a(t[s],t[s])}var u=i(r,o),c=0,f=u[e+1];for(s=0;s&lt;f.length;++s)c+=f[s];var h=new Array(e);for(s=0;s&lt;e;++s){f=u[s];var d=0;for(l=0;l&lt;f.length;++l)d+=f[l];h[s]=d/c}return h}function s(t){if(0===t.length)return[];for(var e=t[0].length,r=n([e]),i=o(t),a=0;a&lt;t.length;++a)for(var s=0;s&lt;e;++s)r[s]+=t[a][s]*i[a];return r}s.barycenetric=o,e.exports=s},{dup:86,&quot;robust-linear-solve&quot;:321}],57:[function(t,e,r){e.exports=function(t){for(var e=n(t),r=0,i=0;i&lt;t.length;++i)for(var a=t[i],o=0;o&lt;e.length;++o)r+=Math.pow(a[o]-e[o],2);return Math.sqrt(r/t.length)};var n=t(&quot;circumcenter&quot;)},{circumcenter:56}],58:[function(t,e,r){e.exports=function(t,e,r){return e&lt;r?t&lt;e?e:t&gt;r?r:t:t&lt;r?r:t&gt;e?e:t}},{}],59:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n;if(r){n=e;for(var i=new Array(e.length),a=0;a&lt;e.length;++a){var o=e[a];i[a]=[o[0],o[1],r[a]]}e=i}var s=function(t,e,r){var n=p(t,[],d(t));return m(e,n,r),!!n}(t,e,!!r);for(;y(t,e,!!r);)s=!0;if(r&amp;&amp;s){n.length=0,r.length=0;for(var a=0;a&lt;e.length;++a){var o=e[a];n.push([o[0],o[1]]),r.push(o[2])}}return s};var n=t(&quot;union-find&quot;),i=t(&quot;box-intersect&quot;),a=t(&quot;robust-segment-intersect&quot;),o=t(&quot;big-rat&quot;),s=t(&quot;big-rat/cmp&quot;),l=t(&quot;big-rat/to-float&quot;),u=t(&quot;rat-vec&quot;),c=t(&quot;nextafter&quot;),f=t(&quot;./lib/rat-seg-intersect&quot;);function h(t){var e=l(t);return[c(e,-1/0),c(e,1/0)]}function d(t){for(var e=new Array(t.length),r=0;r&lt;t.length;++r){var n=t[r];e[r]=[c(n[0],-1/0),c(n[1],-1/0),c(n[0],1/0),c(n[1],1/0)]}return e}function p(t,e,r){for(var a=e.length,o=new n(a),s=[],l=0;l&lt;e.length;++l){var u=e[l],f=h(u[0]),d=h(u[1]);s.push([c(f[0],-1/0),c(d[0],-1/0),c(f[1],1/0),c(d[1],1/0)])}i(s,function(t,e){o.link(t,e)});var p=!0,g=new Array(a);for(l=0;l&lt;a;++l){(m=o.find(l))!==l&amp;&amp;(p=!1,t[m]=[Math.min(t[l][0],t[m][0]),Math.min(t[l][1],t[m][1])])}if(p)return null;var v=0;for(l=0;l&lt;a;++l){var m;(m=o.find(l))===l?(g[l]=v,t[v++]=t[l]):g[l]=-1}t.length=v;for(l=0;l&lt;a;++l)g[l]&lt;0&amp;&amp;(g[l]=g[o.find(l)]);return g}function g(t,e){return t[0]-e[0]||t[1]-e[1]}function v(t,e){var r=t[0]-e[0]||t[1]-e[1];return r||(t[2]&lt;e[2]?-1:t[2]&gt;e[2]?1:0)}function m(t,e,r){if(0!==t.length){if(e)for(var n=0;n&lt;t.length;++n){var i=e[(o=t[n])[0]],a=e[o[1]];o[0]=Math.min(i,a),o[1]=Math.max(i,a)}else for(n=0;n&lt;t.length;++n){var o;i=(o=t[n])[0],a=o[1];o[0]=Math.min(i,a),o[1]=Math.max(i,a)}r?t.sort(v):t.sort(g);var s=1;for(n=1;n&lt;t.length;++n){var l=t[n-1],u=t[n];(u[0]!==l[0]||u[1]!==l[1]||r&amp;&amp;u[2]!==l[2])&amp;&amp;(t[s++]=u)}t.length=s}}function y(t,e,r){var n=function(t,e){for(var r=new Array(e.length),n=0;n&lt;e.length;++n){var i=e[n],a=t[i[0]],o=t[i[1]];r[n]=[c(Math.min(a[0],o[0]),-1/0),c(Math.min(a[1],o[1]),-1/0),c(Math.max(a[0],o[0]),1/0),c(Math.max(a[1],o[1]),1/0)]}return r}(t,e),h=function(t,e,r){var n=[];return i(r,function(r,i){var o=e[r],s=e[i];if(o[0]!==s[0]&amp;&amp;o[0]!==s[1]&amp;&amp;o[1]!==s[0]&amp;&amp;o[1]!==s[1]){var l=t[o[0]],u=t[o[1]],c=t[s[0]],f=t[s[1]];a(l,u,c,f)&amp;&amp;n.push([r,i])}}),n}(t,e,n),g=d(t),v=function(t,e,r,n){var o=[];return i(r,n,function(r,n){var i=e[r];if(i[0]!==n&amp;&amp;i[1]!==n){var s=t[n],l=t[i[0]],u=t[i[1]];a(l,u,s,s)&amp;&amp;o.push([r,n])}}),o}(t,e,n,g),y=p(t,function(t,e,r,n,i){var a,c,h=t.map(function(t){return[o(t[0]),o(t[1])]});for(a=0;a&lt;r.length;++a){var d=r[a];c=d[0];var p=d[1],g=e[c],v=e[p],m=f(u(t[g[0]]),u(t[g[1]]),u(t[v[0]]),u(t[v[1]]));if(m){var y=t.length;t.push([l(m[0]),l(m[1])]),h.push(m),n.push([c,y],[p,y])}}for(n.sort(function(t,e){if(t[0]!==e[0])return t[0]-e[0];var r=h[t[1]],n=h[e[1]];return s(r[0],n[0])||s(r[1],n[1])}),a=n.length-1;a&gt;=0;--a){var b=e[c=(E=n[a])[0]],x=b[0],_=b[1],w=t[x],A=t[_];if((w[0]-A[0]||w[1]-A[1])&lt;0){var M=x;x=_,_=M}b[0]=x;var T,k=b[1]=E[1];for(i&amp;&amp;(T=b[2]);a&gt;0&amp;&amp;n[a-1][0]===c;){var E,L=(E=n[--a])[1];i?e.push([k,L,T]):e.push([k,L]),k=L}i?e.push([k,_,T]):e.push([k,_])}return h}(t,e,h,v,r));return m(e,y,r),!!y||(h.length&gt;0||v.length&gt;0)}},{&quot;./lib/rat-seg-intersect&quot;:60,&quot;big-rat&quot;:22,&quot;big-rat/cmp&quot;:20,&quot;big-rat/to-float&quot;:34,&quot;box-intersect&quot;:39,nextafter:287,&quot;rat-vec&quot;:311,&quot;robust-segment-intersect&quot;:325,&quot;union-find&quot;:349}],60:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){var a=s(e,t),f=s(n,r),h=c(a,f);if(0===o(h))return null;var d=s(t,r),p=c(f,d),g=i(p,h),v=u(a,g);return l(t,v)};var n=t(&quot;big-rat/mul&quot;),i=t(&quot;big-rat/div&quot;),a=t(&quot;big-rat/sub&quot;),o=t(&quot;big-rat/sign&quot;),s=t(&quot;rat-vec/sub&quot;),l=t(&quot;rat-vec/add&quot;),u=t(&quot;rat-vec/muls&quot;);function c(t,e){return a(n(t[0],e[1]),n(t[1],e[0]))}},{&quot;big-rat/div&quot;:21,&quot;big-rat/mul&quot;:31,&quot;big-rat/sign&quot;:32,&quot;big-rat/sub&quot;:33,&quot;rat-vec/add&quot;:310,&quot;rat-vec/muls&quot;:312,&quot;rat-vec/sub&quot;:313}],61:[function(t,e,r){&quot;use strict&quot;;e.exports={aliceblue:[240,248,255],antiquewhite:[250,235,215],aqua:[0,255,255],aquamarine:[127,255,212],azure:[240,255,255],beige:[245,245,220],bisque:[255,228,196],black:[0,0,0],blanchedalmond:[255,235,205],blue:[0,0,255],blueviolet:[138,43,226],brown:[165,42,42],burlywood:[222,184,135],cadetblue:[95,158,160],chartreuse:[127,255,0],chocolate:[210,105,30],coral:[255,127,80],cornflowerblue:[100,149,237],cornsilk:[255,248,220],crimson:[220,20,60],cyan:[0,255,255],darkblue:[0,0,139],darkcyan:[0,139,139],darkgoldenrod:[184,134,11],darkgray:[169,169,169],darkgreen:[0,100,0],darkgrey:[169,169,169],darkkhaki:[189,183,107],darkmagenta:[139,0,139],darkolivegreen:[85,107,47],darkorange:[255,140,0],darkorchid:[153,50,204],darkred:[139,0,0],darksalmon:[233,150,122],darkseagreen:[143,188,143],darkslateblue:[72,61,139],darkslategray:[47,79,79],darkslategrey:[47,79,79],darkturquoise:[0,206,209],darkviolet:[148,0,211],deeppink:[255,20,147],deepskyblue:[0,191,255],dimgray:[105,105,105],dimgrey:[105,105,105],dodgerblue:[30,144,255],firebrick:[178,34,34],floralwhite:[255,250,240],forestgreen:[34,139,34],fuchsia:[255,0,255],gainsboro:[220,220,220],ghostwhite:[248,248,255],gold:[255,215,0],goldenrod:[218,165,32],gray:[128,128,128],green:[0,128,0],greenyellow:[173,255,47],grey:[128,128,128],honeydew:[240,255,240],hotpink:[255,105,180],indianred:[205,92,92],indigo:[75,0,130],ivory:[255,255,240],khaki:[240,230,140],lavender:[230,230,250],lavenderblush:[255,240,245],lawngreen:[124,252,0],lemonchiffon:[255,250,205],lightblue:[173,216,230],lightcoral:[240,128,128],lightcyan:[224,255,255],lightgoldenrodyellow:[250,250,210],lightgray:[211,211,211],lightgreen:[144,238,144],lightgrey:[211,211,211],lightpink:[255,182,193],lightsalmon:[255,160,122],lightseagreen:[32,178,170],lightskyblue:[135,206,250],lightslategray:[119,136,153],lightslategrey:[119,136,153],lightsteelblue:[176,196,222],lightyellow:[255,255,224],lime:[0,255,0],limegreen:[50,205,50],linen:[250,240,230],magenta:[255,0,255],maroon:[128,0,0],mediumaquamarine:[102,205,170],mediumblue:[0,0,205],mediumorchid:[186,85,211],mediumpurple:[147,112,219],mediumseagreen:[60,179,113],mediumslateblue:[123,104,238],mediumspringgreen:[0,250,154],mediumturquoise:[72,209,204],mediumvioletred:[199,21,133],midnightblue:[25,25,112],mintcream:[245,255,250],mistyrose:[255,228,225],moccasin:[255,228,181],navajowhite:[255,222,173],navy:[0,0,128],oldlace:[253,245,230],olive:[128,128,0],olivedrab:[107,142,35],orange:[255,165,0],orangered:[255,69,0],orchid:[218,112,214],palegoldenrod:[238,232,170],palegreen:[152,251,152],paleturquoise:[175,238,238],palevioletred:[219,112,147],papayawhip:[255,239,213],peachpuff:[255,218,185],peru:[205,133,63],pink:[255,192,203],plum:[221,160,221],powderblue:[176,224,230],purple:[128,0,128],rebeccapurple:[102,51,153],red:[255,0,0],rosybrown:[188,143,143],royalblue:[65,105,225],saddlebrown:[139,69,19],salmon:[250,128,114],sandybrown:[244,164,96],seagreen:[46,139,87],seashell:[255,245,238],sienna:[160,82,45],silver:[192,192,192],skyblue:[135,206,235],slateblue:[106,90,205],slategray:[112,128,144],slategrey:[112,128,144],snow:[255,250,250],springgreen:[0,255,127],steelblue:[70,130,180],tan:[210,180,140],teal:[0,128,128],thistle:[216,191,216],tomato:[255,99,71],turquoise:[64,224,208],violet:[238,130,238],wheat:[245,222,179],white:[255,255,255],whitesmoke:[245,245,245],yellow:[255,255,0],yellowgreen:[154,205,50]}},{}],62:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;color-rgba&quot;),i=t(&quot;clamp&quot;),a=t(&quot;dtype&quot;);e.exports=function(t,e){&quot;float&quot;!==e&amp;&amp;e||(e=&quot;array&quot;),&quot;uint&quot;===e&amp;&amp;(e=&quot;uint8&quot;),&quot;uint_clamped&quot;===e&amp;&amp;(e=&quot;uint8_clamped&quot;);var r=new(a(e))(4),o=&quot;uint8&quot;!==e&amp;&amp;&quot;uint8_clamped&quot;!==e;return t.length&amp;&amp;&quot;string&quot;!=typeof t||((t=n(t))[0]/=255,t[1]/=255,t[2]/=255),function(t){return t instanceof Uint8Array||t instanceof Uint8ClampedArray||!!(Array.isArray(t)&amp;&amp;(t[0]&gt;1||0===t[0])&amp;&amp;(t[1]&gt;1||0===t[1])&amp;&amp;(t[2]&gt;1||0===t[2])&amp;&amp;(!t[3]||t[3]&gt;1))}(t)?(r[0]=t[0],r[1]=t[1],r[2]=t[2],r[3]=null!=t[3]?t[3]:255,o&amp;&amp;(r[0]/=255,r[1]/=255,r[2]/=255,r[3]/=255),r):(o?(r[0]=t[0],r[1]=t[1],r[2]=t[2],r[3]=null!=t[3]?t[3]:1):(r[0]=i(Math.floor(255*t[0]),0,255),r[1]=i(Math.floor(255*t[1]),0,255),r[2]=i(Math.floor(255*t[2]),0,255),r[3]=null==t[3]?255:i(Math.floor(255*t[3]),0,255)),r)}},{clamp:58,&quot;color-rgba&quot;:64,dtype:85}],63:[function(t,e,r){(function(r){&quot;use strict&quot;;var n=t(&quot;color-name&quot;),i=t(&quot;is-plain-obj&quot;),a=t(&quot;defined&quot;);e.exports=function(t){var e,s,l=[],u=1;if(&quot;string&quot;==typeof t)if(n[t])l=n[t].slice(),s=&quot;rgb&quot;;else if(&quot;transparent&quot;===t)u=0,s=&quot;rgb&quot;,l=[0,0,0];else if(/^#[A-Fa-f0-9]+$/.test(t)){var c=t.slice(1),f=c.length,h=f&lt;=4;u=1,h?(l=[parseInt(c[0]+c[0],16),parseInt(c[1]+c[1],16),parseInt(c[2]+c[2],16)],4===f&amp;&amp;(u=parseInt(c[3]+c[3],16)/255)):(l=[parseInt(c[0]+c[1],16),parseInt(c[2]+c[3],16),parseInt(c[4]+c[5],16)],8===f&amp;&amp;(u=parseInt(c[6]+c[7],16)/255)),l[0]||(l[0]=0),l[1]||(l[1]=0),l[2]||(l[2]=0),s=&quot;rgb&quot;}else if(e=/^((?:rgb|hs[lvb]|hwb|cmyk?|xy[zy]|gray|lab|lchu?v?|[ly]uv|lms)a?)\\s*\\(([^\\)]*)\\)/.exec(t)){var d=e[1],c=d.replace(/a$/,&quot;&quot;);s=c;var f=&quot;cmyk&quot;===c?4:&quot;gray&quot;===c?1:3;l=e[2].trim().split(/\\s*,\\s*/).map(function(t,e){if(/%$/.test(t))return e===f?parseFloat(t)/100:&quot;rgb&quot;===c?255*parseFloat(t)/100:parseFloat(t);if(&quot;h&quot;===c[e]){if(/deg$/.test(t))return parseFloat(t);if(void 0!==o[t])return o[t]}return parseFloat(t)}),d===c&amp;&amp;l.push(1),u=void 0===l[f]?1:l[f],l=l.slice(0,f)}else t.length&gt;10&amp;&amp;/[0-9](?:\\s|\\/)/.test(t)&amp;&amp;(l=t.match(/([0-9]+)/g).map(function(t){return parseFloat(t)}),s=t.match(/([a-z])/gi).join(&quot;&quot;).toLowerCase());else if(isNaN(t))if(i(t)){var p=a(t.r,t.red,t.R,null);null!==p?(s=&quot;rgb&quot;,l=[p,a(t.g,t.green,t.G),a(t.b,t.blue,t.B)]):(s=&quot;hsl&quot;,l=[a(t.h,t.hue,t.H),a(t.s,t.saturation,t.S),a(t.l,t.lightness,t.L,t.b,t.brightness)]),u=a(t.a,t.alpha,t.opacity,1),null!=t.opacity&amp;&amp;(u/=100)}else(Array.isArray(t)||r.ArrayBuffer&amp;&amp;ArrayBuffer.isView&amp;&amp;ArrayBuffer.isView(t))&amp;&amp;(l=[t[0],t[1],t[2]],s=&quot;rgb&quot;,u=4===t.length?t[3]:1);else s=&quot;rgb&quot;,l=[t&gt;&gt;&gt;16,(65280&amp;t)&gt;&gt;&gt;8,255&amp;t];return{space:s,values:l,alpha:u}};var o={red:0,orange:60,yellow:120,green:180,blue:240,purple:300}}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{&quot;color-name&quot;:61,defined:82,&quot;is-plain-obj&quot;:261}],64:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;color-parse&quot;),i=t(&quot;color-space/hsl&quot;),a=t(&quot;clamp&quot;);e.exports=function(t){var e,r=n(t);return r.space?((e=Array(3))[0]=a(r.values[0],0,255),e[1]=a(r.values[1],0,255),e[2]=a(r.values[2],0,255),&quot;h&quot;===r.space[0]&amp;&amp;(e=i.rgb(e)),e.push(a(r.alpha,0,1)),e):[]}},{clamp:58,&quot;color-parse&quot;:63,&quot;color-space/hsl&quot;:65}],65:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./rgb&quot;);e.exports={name:&quot;hsl&quot;,min:[0,0,0],max:[360,100,100],channel:[&quot;hue&quot;,&quot;saturation&quot;,&quot;lightness&quot;],alias:[&quot;HSL&quot;],rgb:function(t){var e,r,n,i,a,o=t[0]/360,s=t[1]/100,l=t[2]/100;if(0===s)return[a=255*l,a,a];e=2*l-(r=l&lt;.5?l*(1+s):l+s-l*s),i=[0,0,0];for(var u=0;u&lt;3;u++)(n=o+1/3*-(u-1))&lt;0?n++:n&gt;1&amp;&amp;n--,a=6*n&lt;1?e+6*(r-e)*n:2*n&lt;1?r:3*n&lt;2?e+(r-e)*(2/3-n)*6:e,i[u]=255*a;return i}},n.hsl=function(t){var e,r,n=t[0]/255,i=t[1]/255,a=t[2]/255,o=Math.min(n,i,a),s=Math.max(n,i,a),l=s-o;return s===o?e=0:n===s?e=(i-a)/l:i===s?e=2+(a-n)/l:a===s&amp;&amp;(e=4+(n-i)/l),(e=Math.min(60*e,360))&lt;0&amp;&amp;(e+=360),r=(o+s)/2,[e,100*(s===o?0:r&lt;=.5?l/(s+o):l/(2-s-o)),100*r]}},{&quot;./rgb&quot;:66}],66:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;rgb&quot;,min:[0,0,0],max:[255,255,255],channel:[&quot;red&quot;,&quot;green&quot;,&quot;blue&quot;],alias:[&quot;RGB&quot;]}},{}],67:[function(t,e,r){e.exports={jet:[{index:0,rgb:[0,0,131]},{index:.125,rgb:[0,60,170]},{index:.375,rgb:[5,255,255]},{index:.625,rgb:[255,255,0]},{index:.875,rgb:[250,0,0]},{index:1,rgb:[128,0,0]}],hsv:[{index:0,rgb:[255,0,0]},{index:.169,rgb:[253,255,2]},{index:.173,rgb:[247,255,2]},{index:.337,rgb:[0,252,4]},{index:.341,rgb:[0,252,10]},{index:.506,rgb:[1,249,255]},{index:.671,rgb:[2,0,253]},{index:.675,rgb:[8,0,253]},{index:.839,rgb:[255,0,251]},{index:.843,rgb:[255,0,245]},{index:1,rgb:[255,0,6]}],hot:[{index:0,rgb:[0,0,0]},{index:.3,rgb:[230,0,0]},{index:.6,rgb:[255,210,0]},{index:1,rgb:[255,255,255]}],cool:[{index:0,rgb:[0,255,255]},{index:1,rgb:[255,0,255]}],spring:[{index:0,rgb:[255,0,255]},{index:1,rgb:[255,255,0]}],summer:[{index:0,rgb:[0,128,102]},{index:1,rgb:[255,255,102]}],autumn:[{index:0,rgb:[255,0,0]},{index:1,rgb:[255,255,0]}],winter:[{index:0,rgb:[0,0,255]},{index:1,rgb:[0,255,128]}],bone:[{index:0,rgb:[0,0,0]},{index:.376,rgb:[84,84,116]},{index:.753,rgb:[169,200,200]},{index:1,rgb:[255,255,255]}],copper:[{index:0,rgb:[0,0,0]},{index:.804,rgb:[255,160,102]},{index:1,rgb:[255,199,127]}],greys:[{index:0,rgb:[0,0,0]},{index:1,rgb:[255,255,255]}],yignbu:[{index:0,rgb:[8,29,88]},{index:.125,rgb:[37,52,148]},{index:.25,rgb:[34,94,168]},{index:.375,rgb:[29,145,192]},{index:.5,rgb:[65,182,196]},{index:.625,rgb:[127,205,187]},{index:.75,rgb:[199,233,180]},{index:.875,rgb:[237,248,217]},{index:1,rgb:[255,255,217]}],greens:[{index:0,rgb:[0,68,27]},{index:.125,rgb:[0,109,44]},{index:.25,rgb:[35,139,69]},{index:.375,rgb:[65,171,93]},{index:.5,rgb:[116,196,118]},{index:.625,rgb:[161,217,155]},{index:.75,rgb:[199,233,192]},{index:.875,rgb:[229,245,224]},{index:1,rgb:[247,252,245]}],yiorrd:[{index:0,rgb:[128,0,38]},{index:.125,rgb:[189,0,38]},{index:.25,rgb:[227,26,28]},{index:.375,rgb:[252,78,42]},{index:.5,rgb:[253,141,60]},{index:.625,rgb:[254,178,76]},{index:.75,rgb:[254,217,118]},{index:.875,rgb:[255,237,160]},{index:1,rgb:[255,255,204]}],bluered:[{index:0,rgb:[0,0,255]},{index:1,rgb:[255,0,0]}],rdbu:[{index:0,rgb:[5,10,172]},{index:.35,rgb:[106,137,247]},{index:.5,rgb:[190,190,190]},{index:.6,rgb:[220,170,132]},{index:.7,rgb:[230,145,90]},{index:1,rgb:[178,10,28]}],picnic:[{index:0,rgb:[0,0,255]},{index:.1,rgb:[51,153,255]},{index:.2,rgb:[102,204,255]},{index:.3,rgb:[153,204,255]},{index:.4,rgb:[204,204,255]},{index:.5,rgb:[255,255,255]},{index:.6,rgb:[255,204,255]},{index:.7,rgb:[255,153,255]},{index:.8,rgb:[255,102,204]},{index:.9,rgb:[255,102,102]},{index:1,rgb:[255,0,0]}],rainbow:[{index:0,rgb:[150,0,90]},{index:.125,rgb:[0,0,200]},{index:.25,rgb:[0,25,255]},{index:.375,rgb:[0,152,255]},{index:.5,rgb:[44,255,150]},{index:.625,rgb:[151,255,0]},{index:.75,rgb:[255,234,0]},{index:.875,rgb:[255,111,0]},{index:1,rgb:[255,0,0]}],portland:[{index:0,rgb:[12,51,131]},{index:.25,rgb:[10,136,186]},{index:.5,rgb:[242,211,56]},{index:.75,rgb:[242,143,56]},{index:1,rgb:[217,30,30]}],blackbody:[{index:0,rgb:[0,0,0]},{index:.2,rgb:[230,0,0]},{index:.4,rgb:[230,210,0]},{index:.7,rgb:[255,255,255]},{index:1,rgb:[160,200,255]}],earth:[{index:0,rgb:[0,0,130]},{index:.1,rgb:[0,180,180]},{index:.2,rgb:[40,210,40]},{index:.4,rgb:[230,230,50]},{index:.6,rgb:[120,70,20]},{index:1,rgb:[255,255,255]}],electric:[{index:0,rgb:[0,0,0]},{index:.15,rgb:[30,0,100]},{index:.4,rgb:[120,0,100]},{index:.6,rgb:[160,90,0]},{index:.8,rgb:[230,200,0]},{index:1,rgb:[255,250,220]}],alpha:[{index:0,rgb:[255,255,255,0]},{index:1,rgb:[255,255,255,1]}],viridis:[{index:0,rgb:[68,1,84]},{index:.13,rgb:[71,44,122]},{index:.25,rgb:[59,81,139]},{index:.38,rgb:[44,113,142]},{index:.5,rgb:[33,144,141]},{index:.63,rgb:[39,173,129]},{index:.75,rgb:[92,200,99]},{index:.88,rgb:[170,220,50]},{index:1,rgb:[253,231,37]}],inferno:[{index:0,rgb:[0,0,4]},{index:.13,rgb:[31,12,72]},{index:.25,rgb:[85,15,109]},{index:.38,rgb:[136,34,106]},{index:.5,rgb:[186,54,85]},{index:.63,rgb:[227,89,51]},{index:.75,rgb:[249,140,10]},{index:.88,rgb:[249,201,50]},{index:1,rgb:[252,255,164]}],magma:[{index:0,rgb:[0,0,4]},{index:.13,rgb:[28,16,68]},{index:.25,rgb:[79,18,123]},{index:.38,rgb:[129,37,129]},{index:.5,rgb:[181,54,122]},{index:.63,rgb:[229,80,100]},{index:.75,rgb:[251,135,97]},{index:.88,rgb:[254,194,135]},{index:1,rgb:[252,253,191]}],plasma:[{index:0,rgb:[13,8,135]},{index:.13,rgb:[75,3,161]},{index:.25,rgb:[125,3,168]},{index:.38,rgb:[168,34,150]},{index:.5,rgb:[203,70,121]},{index:.63,rgb:[229,107,93]},{index:.75,rgb:[248,148,65]},{index:.88,rgb:[253,195,40]},{index:1,rgb:[240,249,33]}],warm:[{index:0,rgb:[125,0,179]},{index:.13,rgb:[172,0,187]},{index:.25,rgb:[219,0,170]},{index:.38,rgb:[255,0,130]},{index:.5,rgb:[255,63,74]},{index:.63,rgb:[255,123,0]},{index:.75,rgb:[234,176,0]},{index:.88,rgb:[190,228,0]},{index:1,rgb:[147,255,0]}],cool:[{index:0,rgb:[125,0,179]},{index:.13,rgb:[116,0,218]},{index:.25,rgb:[98,74,237]},{index:.38,rgb:[68,146,231]},{index:.5,rgb:[0,204,197]},{index:.63,rgb:[0,247,146]},{index:.75,rgb:[0,255,88]},{index:.88,rgb:[40,255,8]},{index:1,rgb:[147,255,0]}],&quot;rainbow-soft&quot;:[{index:0,rgb:[125,0,179]},{index:.1,rgb:[199,0,180]},{index:.2,rgb:[255,0,121]},{index:.3,rgb:[255,108,0]},{index:.4,rgb:[222,194,0]},{index:.5,rgb:[150,255,0]},{index:.6,rgb:[0,255,55]},{index:.7,rgb:[0,246,150]},{index:.8,rgb:[50,167,222]},{index:.9,rgb:[103,51,235]},{index:1,rgb:[124,0,186]}],bathymetry:[{index:0,rgb:[40,26,44]},{index:.13,rgb:[59,49,90]},{index:.25,rgb:[64,76,139]},{index:.38,rgb:[63,110,151]},{index:.5,rgb:[72,142,158]},{index:.63,rgb:[85,174,163]},{index:.75,rgb:[120,206,163]},{index:.88,rgb:[187,230,172]},{index:1,rgb:[253,254,204]}],cdom:[{index:0,rgb:[47,15,62]},{index:.13,rgb:[87,23,86]},{index:.25,rgb:[130,28,99]},{index:.38,rgb:[171,41,96]},{index:.5,rgb:[206,67,86]},{index:.63,rgb:[230,106,84]},{index:.75,rgb:[242,149,103]},{index:.88,rgb:[249,193,135]},{index:1,rgb:[254,237,176]}],chlorophyll:[{index:0,rgb:[18,36,20]},{index:.13,rgb:[25,63,41]},{index:.25,rgb:[24,91,59]},{index:.38,rgb:[13,119,72]},{index:.5,rgb:[18,148,80]},{index:.63,rgb:[80,173,89]},{index:.75,rgb:[132,196,122]},{index:.88,rgb:[175,221,162]},{index:1,rgb:[215,249,208]}],density:[{index:0,rgb:[54,14,36]},{index:.13,rgb:[89,23,80]},{index:.25,rgb:[110,45,132]},{index:.38,rgb:[120,77,178]},{index:.5,rgb:[120,113,213]},{index:.63,rgb:[115,151,228]},{index:.75,rgb:[134,185,227]},{index:.88,rgb:[177,214,227]},{index:1,rgb:[230,241,241]}],&quot;freesurface-blue&quot;:[{index:0,rgb:[30,4,110]},{index:.13,rgb:[47,14,176]},{index:.25,rgb:[41,45,236]},{index:.38,rgb:[25,99,212]},{index:.5,rgb:[68,131,200]},{index:.63,rgb:[114,156,197]},{index:.75,rgb:[157,181,203]},{index:.88,rgb:[200,208,216]},{index:1,rgb:[241,237,236]}],&quot;freesurface-red&quot;:[{index:0,rgb:[60,9,18]},{index:.13,rgb:[100,17,27]},{index:.25,rgb:[142,20,29]},{index:.38,rgb:[177,43,27]},{index:.5,rgb:[192,87,63]},{index:.63,rgb:[205,125,105]},{index:.75,rgb:[216,162,148]},{index:.88,rgb:[227,199,193]},{index:1,rgb:[241,237,236]}],oxygen:[{index:0,rgb:[64,5,5]},{index:.13,rgb:[106,6,15]},{index:.25,rgb:[144,26,7]},{index:.38,rgb:[168,64,3]},{index:.5,rgb:[188,100,4]},{index:.63,rgb:[206,136,11]},{index:.75,rgb:[220,174,25]},{index:.88,rgb:[231,215,44]},{index:1,rgb:[248,254,105]}],par:[{index:0,rgb:[51,20,24]},{index:.13,rgb:[90,32,35]},{index:.25,rgb:[129,44,34]},{index:.38,rgb:[159,68,25]},{index:.5,rgb:[182,99,19]},{index:.63,rgb:[199,134,22]},{index:.75,rgb:[212,171,35]},{index:.88,rgb:[221,210,54]},{index:1,rgb:[225,253,75]}],phase:[{index:0,rgb:[145,105,18]},{index:.13,rgb:[184,71,38]},{index:.25,rgb:[186,58,115]},{index:.38,rgb:[160,71,185]},{index:.5,rgb:[110,97,218]},{index:.63,rgb:[50,123,164]},{index:.75,rgb:[31,131,110]},{index:.88,rgb:[77,129,34]},{index:1,rgb:[145,105,18]}],salinity:[{index:0,rgb:[42,24,108]},{index:.13,rgb:[33,50,162]},{index:.25,rgb:[15,90,145]},{index:.38,rgb:[40,118,137]},{index:.5,rgb:[59,146,135]},{index:.63,rgb:[79,175,126]},{index:.75,rgb:[120,203,104]},{index:.88,rgb:[193,221,100]},{index:1,rgb:[253,239,154]}],temperature:[{index:0,rgb:[4,35,51]},{index:.13,rgb:[23,51,122]},{index:.25,rgb:[85,59,157]},{index:.38,rgb:[129,79,143]},{index:.5,rgb:[175,95,130]},{index:.63,rgb:[222,112,101]},{index:.75,rgb:[249,146,66]},{index:.88,rgb:[249,196,65]},{index:1,rgb:[232,250,91]}],turbidity:[{index:0,rgb:[34,31,27]},{index:.13,rgb:[65,50,41]},{index:.25,rgb:[98,69,52]},{index:.38,rgb:[131,89,57]},{index:.5,rgb:[161,112,59]},{index:.63,rgb:[185,140,66]},{index:.75,rgb:[202,174,88]},{index:.88,rgb:[216,209,126]},{index:1,rgb:[233,246,171]}],&quot;velocity-blue&quot;:[{index:0,rgb:[17,32,64]},{index:.13,rgb:[35,52,116]},{index:.25,rgb:[29,81,156]},{index:.38,rgb:[31,113,162]},{index:.5,rgb:[50,144,169]},{index:.63,rgb:[87,173,176]},{index:.75,rgb:[149,196,189]},{index:.88,rgb:[203,221,211]},{index:1,rgb:[254,251,230]}],&quot;velocity-green&quot;:[{index:0,rgb:[23,35,19]},{index:.13,rgb:[24,64,38]},{index:.25,rgb:[11,95,45]},{index:.38,rgb:[39,123,35]},{index:.5,rgb:[95,146,12]},{index:.63,rgb:[152,165,18]},{index:.75,rgb:[201,186,69]},{index:.88,rgb:[233,216,137]},{index:1,rgb:[255,253,205]}],cubehelix:[{index:0,rgb:[0,0,0]},{index:.07,rgb:[22,5,59]},{index:.13,rgb:[60,4,105]},{index:.2,rgb:[109,1,135]},{index:.27,rgb:[161,0,147]},{index:.33,rgb:[210,2,142]},{index:.4,rgb:[251,11,123]},{index:.47,rgb:[255,29,97]},{index:.53,rgb:[255,54,69]},{index:.6,rgb:[255,85,46]},{index:.67,rgb:[255,120,34]},{index:.73,rgb:[255,157,37]},{index:.8,rgb:[241,191,57]},{index:.87,rgb:[224,220,93]},{index:.93,rgb:[218,241,142]},{index:1,rgb:[227,253,198]}]}},{}],68:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./colorScale&quot;),i=t(&quot;lerp&quot;);function a(t){return[t[0]/255,t[1]/255,t[2]/255,t[3]]}function o(t){for(var e,r=&quot;#&quot;,n=0;n&lt;3;++n)r+=(&quot;00&quot;+(e=(e=t[n]).toString(16))).substr(e.length);return r}function s(t){return&quot;rgba(&quot;+t.join(&quot;,&quot;)+&quot;)&quot;}e.exports=function(t){var e,r,l,u,c,f,h,d,p,g;t||(t={});d=(t.nshades||72)-1,h=t.format||&quot;hex&quot;,(f=t.colormap)||(f=&quot;jet&quot;);if(&quot;string&quot;==typeof f){if(f=f.toLowerCase(),!n[f])throw Error(f+&quot; not a supported colorscale&quot;);c=n[f]}else{if(!Array.isArray(f))throw Error(&quot;unsupported colormap option&quot;,f);c=f.slice()}if(c.length&gt;d+1)throw new Error(f+&quot; map requires nshades to be at least size &quot;+c.length);p=Array.isArray(t.alpha)?2!==t.alpha.length?[1,1]:t.alpha.slice():&quot;number&quot;==typeof t.alpha?[t.alpha,t.alpha]:[1,1];e=c.map(function(t){return Math.round(t.index*d)}),p[0]=Math.min(Math.max(p[0],0),1),p[1]=Math.min(Math.max(p[1],0),1);var v=c.map(function(t,e){var r=c[e].index,n=c[e].rgb.slice();return 4===n.length&amp;&amp;n[3]&gt;=0&amp;&amp;n[3]&lt;=1?n:(n[3]=p[0]+(p[1]-p[0])*r,n)}),m=[];for(g=0;g&lt;e.length-1;++g){u=e[g+1]-e[g],r=v[g],l=v[g+1];for(var y=0;y&lt;u;y++){var b=y/u;m.push([Math.round(i(r[0],l[0],b)),Math.round(i(r[1],l[1],b)),Math.round(i(r[2],l[2],b)),i(r[3],l[3],b)])}}m.push(c[c.length-1].rgb.concat(p[1])),&quot;hex&quot;===h?m=m.map(o):&quot;rgbaString&quot;===h?m=m.map(s):&quot;float&quot;===h&amp;&amp;(m=m.map(a));return m}},{&quot;./colorScale&quot;:67,lerp:263}],69:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a){var o=n(e,r,a);if(0===o){var s=i(n(t,e,r)),u=i(n(t,e,a));if(s===u){if(0===s){var c=l(t,e,r),f=l(t,e,a);return c===f?0:c?1:-1}return 0}return 0===u?s&gt;0?-1:l(t,e,a)?-1:1:0===s?u&gt;0?1:l(t,e,r)?1:-1:i(u-s)}var h=n(t,e,r);if(h&gt;0)return o&gt;0&amp;&amp;n(t,e,a)&gt;0?1:-1;if(h&lt;0)return o&gt;0||n(t,e,a)&gt;0?1:-1;var d=n(t,e,a);return d&gt;0?1:l(t,e,r)?1:-1};var n=t(&quot;robust-orientation&quot;),i=t(&quot;signum&quot;),a=t(&quot;two-sum&quot;),o=t(&quot;robust-product&quot;),s=t(&quot;robust-sum&quot;);function l(t,e,r){var n=a(t[0],-e[0]),i=a(t[1],-e[1]),l=a(r[0],-e[0]),u=a(r[1],-e[1]),c=s(o(n,l),o(i,u));return c[c.length-1]&gt;=0}},{&quot;robust-orientation&quot;:322,&quot;robust-product&quot;:323,&quot;robust-sum&quot;:327,signum:328,&quot;two-sum&quot;:347}],70:[function(t,e,r){e.exports=function(t,e){var r=t.length,a=t.length-e.length;if(a)return a;switch(r){case 0:return 0;case 1:return t[0]-e[0];case 2:return t[0]+t[1]-e[0]-e[1]||n(t[0],t[1])-n(e[0],e[1]);case 3:var o=t[0]+t[1],s=e[0]+e[1];if(a=o+t[2]-(s+e[2]))return a;var l=n(t[0],t[1]),u=n(e[0],e[1]);return n(l,t[2])-n(u,e[2])||n(l+t[2],o)-n(u+e[2],s);case 4:var c=t[0],f=t[1],h=t[2],d=t[3],p=e[0],g=e[1],v=e[2],m=e[3];return c+f+h+d-(p+g+v+m)||n(c,f,h,d)-n(p,g,v,m,p)||n(c+f,c+h,c+d,f+h,f+d,h+d)-n(p+g,p+v,p+m,g+v,g+m,v+m)||n(c+f+h,c+f+d,c+h+d,f+h+d)-n(p+g+v,p+g+m,p+v+m,g+v+m);default:for(var y=t.slice().sort(i),b=e.slice().sort(i),x=0;x&lt;r;++x)if(a=y[x]-b[x])return a;return 0}};var n=Math.min;function i(t,e){return t-e}},{}],71:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;compare-cell&quot;),i=t(&quot;cell-orientation&quot;);e.exports=function(t,e){return n(t,e)||i(t)-i(e)}},{&quot;cell-orientation&quot;:55,&quot;compare-cell&quot;:70}],72:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/ch1d&quot;),i=t(&quot;./lib/ch2d&quot;),a=t(&quot;./lib/chnd&quot;);e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[[0]];var r=t[0].length;if(0===r)return[];if(1===r)return n(t);if(2===r)return i(t);return a(t,r)}},{&quot;./lib/ch1d&quot;:73,&quot;./lib/ch2d&quot;:74,&quot;./lib/chnd&quot;:75}],73:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=0,r=0,n=1;n&lt;t.length;++n)t[n][0]&lt;t[e][0]&amp;&amp;(e=n),t[n][0]&gt;t[r][0]&amp;&amp;(r=n);return e&lt;r?[[e],[r]]:e&gt;r?[[r],[e]]:[[e]]}},{}],74:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=n(t),r=e.length;if(r&lt;=2)return[];for(var i=new Array(r),a=e[r-1],o=0;o&lt;r;++o){var s=e[o];i[o]=[a,s],a=s}return i};var n=t(&quot;monotone-convex-hull-2d&quot;)},{&quot;monotone-convex-hull-2d&quot;:270}],75:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){try{return n(t,!0)}catch(s){var r=i(t);if(r.length&lt;=e)return[];var a=function(t,e){for(var r=t.length,n=new Array(r),i=0;i&lt;e.length;++i)n[i]=t[e[i]];for(var a=e.length,i=0;i&lt;r;++i)e.indexOf(i)&lt;0&amp;&amp;(n[a++]=t[i]);return n}(t,r),o=n(a,!0);return function(t,e){for(var r=t.length,n=e.length,i=0;i&lt;r;++i)for(var a=t[i],o=0;o&lt;a.length;++o){var s=a[o];if(s&lt;n)a[o]=e[s];else{s-=n;for(var l=0;l&lt;n;++l)s&gt;=e[l]&amp;&amp;(s+=1);a[o]=s}}return t}(o,r)}};var n=t(&quot;incremental-convex-hull&quot;),i=t(&quot;affine-hull&quot;)},{&quot;affine-hull&quot;:13,&quot;incremental-convex-hull&quot;:254}],76:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i,a){var o=i-1,s=i*i,l=o*o,u=(1+2*i)*l,c=i*l,f=s*(3-2*i),h=s*o;if(t.length){a||(a=new Array(t.length));for(var d=t.length-1;d&gt;=0;--d)a[d]=u*t[d]+c*e[d]+f*r[d]+h*n[d];return a}return u*t+c*e+f*r+h*n},e.exports.derivative=function(t,e,r,n,i,a){var o=6*i*i-6*i,s=3*i*i-4*i+1,l=-6*i*i+6*i,u=3*i*i-2*i;if(t.length){a||(a=new Array(t.length));for(var c=t.length-1;c&gt;=0;--c)a[c]=o*t[c]+s*e[c]+l*r[c]+u*n[c];return a}return o*t+s*e+l*r[c]+u*n}},{}],77:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/thunk.js&quot;);function i(){this.argTypes=[],this.shimArgs=[],this.arrayArgs=[],this.arrayBlockIndices=[],this.scalarArgs=[],this.offsetArgs=[],this.offsetArgIndex=[],this.indexArgs=[],this.shapeArgs=[],this.funcName=&quot;&quot;,this.pre=null,this.body=null,this.post=null,this.debug=!1}e.exports=function(t){var e=new i;e.pre=t.pre,e.body=t.body,e.post=t.post;var r=t.args.slice(0);e.argTypes=r;for(var a=0;a&lt;r.length;++a){var o=r[a];if(&quot;array&quot;===o||&quot;object&quot;==typeof o&amp;&amp;o.blockIndices){if(e.argTypes[a]=&quot;array&quot;,e.arrayArgs.push(a),e.arrayBlockIndices.push(o.blockIndices?o.blockIndices:0),e.shimArgs.push(&quot;array&quot;+a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].count&gt;0)throw new Error(&quot;cwise: pre() block may not reference array args&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].count&gt;0)throw new Error(&quot;cwise: post() block may not reference array args&quot;)}else if(&quot;scalar&quot;===o)e.scalarArgs.push(a),e.shimArgs.push(&quot;scalar&quot;+a);else if(&quot;index&quot;===o){if(e.indexArgs.push(a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].count&gt;0)throw new Error(&quot;cwise: pre() block may not reference array index&quot;);if(a&lt;e.body.args.length&amp;&amp;e.body.args[a].lvalue)throw new Error(&quot;cwise: body() block may not write to array index&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].count&gt;0)throw new Error(&quot;cwise: post() block may not reference array index&quot;)}else if(&quot;shape&quot;===o){if(e.shapeArgs.push(a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].lvalue)throw new Error(&quot;cwise: pre() block may not write to array shape&quot;);if(a&lt;e.body.args.length&amp;&amp;e.body.args[a].lvalue)throw new Error(&quot;cwise: body() block may not write to array shape&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].lvalue)throw new Error(&quot;cwise: post() block may not write to array shape&quot;)}else{if(&quot;object&quot;!=typeof o||!o.offset)throw new Error(&quot;cwise: Unknown argument type &quot;+r[a]);e.argTypes[a]=&quot;offset&quot;,e.offsetArgs.push({array:o.array,offset:o.offset}),e.offsetArgIndex.push(a)}}if(e.arrayArgs.length&lt;=0)throw new Error(&quot;cwise: No array arguments specified&quot;);if(e.pre.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in pre() block&quot;);if(e.body.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in body() block&quot;);if(e.post.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in post() block&quot;);return e.debug=!!t.printCode||!!t.debug,e.funcName=t.funcName||&quot;cwise&quot;,e.blockSize=t.blockSize||64,n(e)}},{&quot;./lib/thunk.js&quot;:79}],78:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;uniq&quot;);function i(t,e,r){var n,i,a=t.length,o=e.arrayArgs.length,s=e.indexArgs.length&gt;0,l=[],u=[],c=0,f=0;for(n=0;n&lt;a;++n)u.push([&quot;i&quot;,n,&quot;=0&quot;].join(&quot;&quot;));for(i=0;i&lt;o;++i)for(n=0;n&lt;a;++n)f=c,c=t[n],0===n?u.push([&quot;d&quot;,i,&quot;s&quot;,n,&quot;=t&quot;,i,&quot;p&quot;,c].join(&quot;&quot;)):u.push([&quot;d&quot;,i,&quot;s&quot;,n,&quot;=(t&quot;,i,&quot;p&quot;,c,&quot;-s&quot;,f,&quot;*t&quot;,i,&quot;p&quot;,f,&quot;)&quot;].join(&quot;&quot;));for(u.length&gt;0&amp;&amp;l.push(&quot;var &quot;+u.join(&quot;,&quot;)),n=a-1;n&gt;=0;--n)c=t[n],l.push([&quot;for(i&quot;,n,&quot;=0;i&quot;,n,&quot;&lt;s&quot;,c,&quot;;++i&quot;,n,&quot;){&quot;].join(&quot;&quot;));for(l.push(r),n=0;n&lt;a;++n){for(f=c,c=t[n],i=0;i&lt;o;++i)l.push([&quot;p&quot;,i,&quot;+=d&quot;,i,&quot;s&quot;,n].join(&quot;&quot;));s&amp;&amp;(n&gt;0&amp;&amp;l.push([&quot;index[&quot;,f,&quot;]-=s&quot;,f].join(&quot;&quot;)),l.push([&quot;++index[&quot;,c,&quot;]&quot;].join(&quot;&quot;))),l.push(&quot;}&quot;)}return l.join(&quot;\\n&quot;)}function a(t,e,r){for(var n=t.body,i=[],a=[],o=0;o&lt;t.args.length;++o){var s=t.args[o];if(!(s.count&lt;=0)){var l=new RegExp(s.name,&quot;g&quot;),u=&quot;&quot;,c=e.arrayArgs.indexOf(o);switch(e.argTypes[o]){case&quot;offset&quot;:var f=e.offsetArgIndex.indexOf(o);c=e.offsetArgs[f].array,u=&quot;+q&quot;+f;case&quot;array&quot;:u=&quot;p&quot;+c+u;var h=&quot;l&quot;+o,d=&quot;a&quot;+c;if(0===e.arrayBlockIndices[c])1===s.count?&quot;generic&quot;===r[c]?s.lvalue?(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)),n=n.replace(l,h),a.push([d,&quot;.set(&quot;,u,&quot;,&quot;,h,&quot;)&quot;].join(&quot;&quot;))):n=n.replace(l,[d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)):n=n.replace(l,[d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;)):&quot;generic&quot;===r[c]?(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)),n=n.replace(l,h),s.lvalue&amp;&amp;a.push([d,&quot;.set(&quot;,u,&quot;,&quot;,h,&quot;)&quot;].join(&quot;&quot;))):(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;)),n=n.replace(l,h),s.lvalue&amp;&amp;a.push([d,&quot;[&quot;,u,&quot;]=&quot;,h].join(&quot;&quot;)));else{for(var p=[s.name],g=[u],v=0;v&lt;Math.abs(e.arrayBlockIndices[c]);v++)p.push(&quot;\\\\s*\\\\[([^\\\\]]+)\\\\]&quot;),g.push(&quot;$&quot;+(v+1)+&quot;*t&quot;+c+&quot;b&quot;+v);if(l=new RegExp(p.join(&quot;&quot;),&quot;g&quot;),u=g.join(&quot;+&quot;),&quot;generic&quot;===r[c])throw new Error(&quot;cwise: Generic arrays not supported in combination with blocks!&quot;);n=n.replace(l,[d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;))}break;case&quot;scalar&quot;:n=n.replace(l,&quot;Y&quot;+e.scalarArgs.indexOf(o));break;case&quot;index&quot;:n=n.replace(l,&quot;index&quot;);break;case&quot;shape&quot;:n=n.replace(l,&quot;shape&quot;)}}}return[i.join(&quot;\\n&quot;),n,a.join(&quot;\\n&quot;)].join(&quot;\\n&quot;).trim()}e.exports=function(t,e){for(var r=e[1].length-Math.abs(t.arrayBlockIndices[0])|0,o=new Array(t.arrayArgs.length),s=new Array(t.arrayArgs.length),l=0;l&lt;t.arrayArgs.length;++l)s[l]=e[2*l],o[l]=e[2*l+1];var u=[],c=[],f=[],h=[],d=[];for(l=0;l&lt;t.arrayArgs.length;++l){t.arrayBlockIndices[l]&lt;0?(f.push(0),h.push(r),u.push(r),c.push(r+t.arrayBlockIndices[l])):(f.push(t.arrayBlockIndices[l]),h.push(t.arrayBlockIndices[l]+r),u.push(0),c.push(t.arrayBlockIndices[l]));for(var p=[],g=0;g&lt;o[l].length;g++)f[l]&lt;=o[l][g]&amp;&amp;o[l][g]&lt;h[l]&amp;&amp;p.push(o[l][g]-f[l]);d.push(p)}var v=[&quot;SS&quot;],m=[&quot;&#x27;use strict&#x27;&quot;],y=[];for(g=0;g&lt;r;++g)y.push([&quot;s&quot;,g,&quot;=SS[&quot;,g,&quot;]&quot;].join(&quot;&quot;));for(l=0;l&lt;t.arrayArgs.length;++l){for(v.push(&quot;a&quot;+l),v.push(&quot;t&quot;+l),v.push(&quot;p&quot;+l),g=0;g&lt;r;++g)y.push([&quot;t&quot;,l,&quot;p&quot;,g,&quot;=t&quot;,l,&quot;[&quot;,f[l]+g,&quot;]&quot;].join(&quot;&quot;));for(g=0;g&lt;Math.abs(t.arrayBlockIndices[l]);++g)y.push([&quot;t&quot;,l,&quot;b&quot;,g,&quot;=t&quot;,l,&quot;[&quot;,u[l]+g,&quot;]&quot;].join(&quot;&quot;))}for(l=0;l&lt;t.scalarArgs.length;++l)v.push(&quot;Y&quot;+l);if(t.shapeArgs.length&gt;0&amp;&amp;y.push(&quot;shape=SS.slice(0)&quot;),t.indexArgs.length&gt;0){var b=new Array(r);for(l=0;l&lt;r;++l)b[l]=&quot;0&quot;;y.push([&quot;index=[&quot;,b.join(&quot;,&quot;),&quot;]&quot;].join(&quot;&quot;))}for(l=0;l&lt;t.offsetArgs.length;++l){var x=t.offsetArgs[l],_=[];for(g=0;g&lt;x.offset.length;++g)0!==x.offset[g]&amp;&amp;(1===x.offset[g]?_.push([&quot;t&quot;,x.array,&quot;p&quot;,g].join(&quot;&quot;)):_.push([x.offset[g],&quot;*t&quot;,x.array,&quot;p&quot;,g].join(&quot;&quot;)));0===_.length?y.push(&quot;q&quot;+l+&quot;=0&quot;):y.push([&quot;q&quot;,l,&quot;=&quot;,_.join(&quot;+&quot;)].join(&quot;&quot;))}var w=n([].concat(t.pre.thisVars).concat(t.body.thisVars).concat(t.post.thisVars));for((y=y.concat(w)).length&gt;0&amp;&amp;m.push(&quot;var &quot;+y.join(&quot;,&quot;)),l=0;l&lt;t.arrayArgs.length;++l)m.push(&quot;p&quot;+l+&quot;|=0&quot;);t.pre.body.length&gt;3&amp;&amp;m.push(a(t.pre,t,s));var A=a(t.body,t,s),M=function(t){for(var e=0,r=t[0].length;e&lt;r;){for(var n=1;n&lt;t.length;++n)if(t[n][e]!==t[0][e])return e;++e}return e}(d);M&lt;r?m.push(function(t,e,r,n){for(var a=e.length,o=r.arrayArgs.length,s=r.blockSize,l=r.indexArgs.length&gt;0,u=[],c=0;c&lt;o;++c)u.push([&quot;var offset&quot;,c,&quot;=p&quot;,c].join(&quot;&quot;));for(c=t;c&lt;a;++c)u.push([&quot;for(var j&quot;+c+&quot;=SS[&quot;,e[c],&quot;]|0;j&quot;,c,&quot;&gt;0;){&quot;].join(&quot;&quot;)),u.push([&quot;if(j&quot;,c,&quot;&lt;&quot;,s,&quot;){&quot;].join(&quot;&quot;)),u.push([&quot;s&quot;,e[c],&quot;=j&quot;,c].join(&quot;&quot;)),u.push([&quot;j&quot;,c,&quot;=0&quot;].join(&quot;&quot;)),u.push([&quot;}else{s&quot;,e[c],&quot;=&quot;,s].join(&quot;&quot;)),u.push([&quot;j&quot;,c,&quot;-=&quot;,s,&quot;}&quot;].join(&quot;&quot;)),l&amp;&amp;u.push([&quot;index[&quot;,e[c],&quot;]=j&quot;,c].join(&quot;&quot;));for(c=0;c&lt;o;++c){for(var f=[&quot;offset&quot;+c],h=t;h&lt;a;++h)f.push([&quot;j&quot;,h,&quot;*t&quot;,c,&quot;p&quot;,e[h]].join(&quot;&quot;));u.push([&quot;p&quot;,c,&quot;=(&quot;,f.join(&quot;+&quot;),&quot;)&quot;].join(&quot;&quot;))}for(u.push(i(e,r,n)),c=t;c&lt;a;++c)u.push(&quot;}&quot;);return u.join(&quot;\\n&quot;)}(M,d[0],t,A)):m.push(i(d[0],t,A)),t.post.body.length&gt;3&amp;&amp;m.push(a(t.post,t,s)),t.debug&amp;&amp;console.log(&quot;-----Generated cwise routine for &quot;,e,&quot;:\\n&quot;+m.join(&quot;\\n&quot;)+&quot;\\n----------&quot;);var T=[t.funcName||&quot;unnamed&quot;,&quot;_cwise_loop_&quot;,o[0].join(&quot;s&quot;),&quot;m&quot;,M,function(t){for(var e=new Array(t.length),r=!0,n=0;n&lt;t.length;++n){var i=t[n],a=i.match(/\\d+/);a=a?a[0]:&quot;&quot;,0===i.charAt(0)?e[n]=&quot;u&quot;+i.charAt(1)+a:e[n]=i.charAt(0)+a,n&gt;0&amp;&amp;(r=r&amp;&amp;e[n]===e[n-1])}return r?e[0]:e.join(&quot;&quot;)}(s)].join(&quot;&quot;);return new Function([&quot;function &quot;,T,&quot;(&quot;,v.join(&quot;,&quot;),&quot;){&quot;,m.join(&quot;\\n&quot;),&quot;} return &quot;,T].join(&quot;&quot;))()}},{uniq:350}],79:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./compile.js&quot;);e.exports=function(t){var e=[&quot;&#x27;use strict&#x27;&quot;,&quot;var CACHED={}&quot;],r=[],i=t.funcName+&quot;_cwise_thunk&quot;;e.push([&quot;return function &quot;,i,&quot;(&quot;,t.shimArgs.join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));for(var a=[],o=[],s=[[&quot;array&quot;,t.arrayArgs[0],&quot;.shape.slice(&quot;,Math.max(0,t.arrayBlockIndices[0]),t.arrayBlockIndices[0]&lt;0?&quot;,&quot;+t.arrayBlockIndices[0]+&quot;)&quot;:&quot;)&quot;].join(&quot;&quot;)],l=[],u=[],c=0;c&lt;t.arrayArgs.length;++c){var f=t.arrayArgs[c];r.push([&quot;t&quot;,f,&quot;=array&quot;,f,&quot;.dtype,&quot;,&quot;r&quot;,f,&quot;=array&quot;,f,&quot;.order&quot;].join(&quot;&quot;)),a.push(&quot;t&quot;+f),a.push(&quot;r&quot;+f),o.push(&quot;t&quot;+f),o.push(&quot;r&quot;+f+&quot;.join()&quot;),s.push(&quot;array&quot;+f+&quot;.data&quot;),s.push(&quot;array&quot;+f+&quot;.stride&quot;),s.push(&quot;array&quot;+f+&quot;.offset|0&quot;),c&gt;0&amp;&amp;(l.push(&quot;array&quot;+t.arrayArgs[0]+&quot;.shape.length===array&quot;+f+&quot;.shape.length+&quot;+(Math.abs(t.arrayBlockIndices[0])-Math.abs(t.arrayBlockIndices[c]))),u.push(&quot;array&quot;+t.arrayArgs[0]+&quot;.shape[shapeIndex+&quot;+Math.max(0,t.arrayBlockIndices[0])+&quot;]===array&quot;+f+&quot;.shape[shapeIndex+&quot;+Math.max(0,t.arrayBlockIndices[c])+&quot;]&quot;))}for(t.arrayArgs.length&gt;1&amp;&amp;(e.push(&quot;if (!(&quot;+l.join(&quot; &amp;&amp; &quot;)+&quot;)) throw new Error(&#x27;cwise: Arrays do not all have the same dimensionality!&#x27;)&quot;),e.push(&quot;for(var shapeIndex=array&quot;+t.arrayArgs[0]+&quot;.shape.length-&quot;+Math.abs(t.arrayBlockIndices[0])+&quot;; shapeIndex--\\x3e0;) {&quot;),e.push(&quot;if (!(&quot;+u.join(&quot; &amp;&amp; &quot;)+&quot;)) throw new Error(&#x27;cwise: Arrays do not all have the same shape!&#x27;)&quot;),e.push(&quot;}&quot;)),c=0;c&lt;t.scalarArgs.length;++c)s.push(&quot;scalar&quot;+t.scalarArgs[c]);return r.push([&quot;type=[&quot;,o.join(&quot;,&quot;),&quot;].join()&quot;].join(&quot;&quot;)),r.push(&quot;proc=CACHED[type]&quot;),e.push(&quot;var &quot;+r.join(&quot;,&quot;)),e.push([&quot;if(!proc){&quot;,&quot;CACHED[type]=proc=compile([&quot;,a.join(&quot;,&quot;),&quot;])}&quot;,&quot;return proc(&quot;,s.join(&quot;,&quot;),&quot;)}&quot;].join(&quot;&quot;)),t.debug&amp;&amp;console.log(&quot;-----Generated thunk:\\n&quot;+e.join(&quot;\\n&quot;)+&quot;\\n----------&quot;),new Function(&quot;compile&quot;,e.join(&quot;\\n&quot;))(n.bind(void 0,t))}},{&quot;./compile.js&quot;:78}],80:[function(t,e,r){e.exports=t(&quot;cwise-compiler&quot;)},{&quot;cwise-compiler&quot;:77}],81:[function(t,e,r){!function(){var t={version:&quot;3.5.17&quot;},r=[].slice,n=function(t){return r.call(t)},i=this.document;function a(t){return t&amp;&amp;(t.ownerDocument||t.document||t).documentElement}function o(t){return t&amp;&amp;(t.ownerDocument&amp;&amp;t.ownerDocument.defaultView||t.document&amp;&amp;t||t.defaultView)}if(i)try{n(i.documentElement.childNodes)[0].nodeType}catch(t){n=function(t){for(var e=t.length,r=new Array(e);e--;)r[e]=t[e];return r}}if(Date.now||(Date.now=function(){return+new Date}),i)try{i.createElement(&quot;DIV&quot;).style.setProperty(&quot;opacity&quot;,0,&quot;&quot;)}catch(t){var s=this.Element.prototype,l=s.setAttribute,u=s.setAttributeNS,c=this.CSSStyleDeclaration.prototype,f=c.setProperty;s.setAttribute=function(t,e){l.call(this,t,e+&quot;&quot;)},s.setAttributeNS=function(t,e,r){u.call(this,t,e,r+&quot;&quot;)},c.setProperty=function(t,e,r){f.call(this,t,e+&quot;&quot;,r)}}function h(t,e){return t&lt;e?-1:t&gt;e?1:t&gt;=e?0:NaN}function d(t){return null===t?NaN:+t}function p(t){return!isNaN(t)}function g(t){return{left:function(e,r,n,i){for(arguments.length&lt;3&amp;&amp;(n=0),arguments.length&lt;4&amp;&amp;(i=e.length);n&lt;i;){var a=n+i&gt;&gt;&gt;1;t(e[a],r)&lt;0?n=a+1:i=a}return n},right:function(e,r,n,i){for(arguments.length&lt;3&amp;&amp;(n=0),arguments.length&lt;4&amp;&amp;(i=e.length);n&lt;i;){var a=n+i&gt;&gt;&gt;1;t(e[a],r)&gt;0?i=a:n=a+1}return n}}}t.ascending=h,t.descending=function(t,e){return e&lt;t?-1:e&gt;t?1:e&gt;=t?0:NaN},t.min=function(t,e){var r,n,i=-1,a=t.length;if(1===arguments.length){for(;++i&lt;a;)if(null!=(n=t[i])&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=t[i])&amp;&amp;r&gt;n&amp;&amp;(r=n)}else{for(;++i&lt;a;)if(null!=(n=e.call(t,t[i],i))&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=e.call(t,t[i],i))&amp;&amp;r&gt;n&amp;&amp;(r=n)}return r},t.max=function(t,e){var r,n,i=-1,a=t.length;if(1===arguments.length){for(;++i&lt;a;)if(null!=(n=t[i])&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=t[i])&amp;&amp;n&gt;r&amp;&amp;(r=n)}else{for(;++i&lt;a;)if(null!=(n=e.call(t,t[i],i))&amp;&amp;n&gt;=n){r=n;break}for(;++i&lt;a;)null!=(n=e.call(t,t[i],i))&amp;&amp;n&gt;r&amp;&amp;(r=n)}return r},t.extent=function(t,e){var r,n,i,a=-1,o=t.length;if(1===arguments.length){for(;++a&lt;o;)if(null!=(n=t[a])&amp;&amp;n&gt;=n){r=i=n;break}for(;++a&lt;o;)null!=(n=t[a])&amp;&amp;(r&gt;n&amp;&amp;(r=n),i&lt;n&amp;&amp;(i=n))}else{for(;++a&lt;o;)if(null!=(n=e.call(t,t[a],a))&amp;&amp;n&gt;=n){r=i=n;break}for(;++a&lt;o;)null!=(n=e.call(t,t[a],a))&amp;&amp;(r&gt;n&amp;&amp;(r=n),i&lt;n&amp;&amp;(i=n))}return[r,i]},t.sum=function(t,e){var r,n=0,i=t.length,a=-1;if(1===arguments.length)for(;++a&lt;i;)p(r=+t[a])&amp;&amp;(n+=r);else for(;++a&lt;i;)p(r=+e.call(t,t[a],a))&amp;&amp;(n+=r);return n},t.mean=function(t,e){var r,n=0,i=t.length,a=-1,o=i;if(1===arguments.length)for(;++a&lt;i;)p(r=d(t[a]))?n+=r:--o;else for(;++a&lt;i;)p(r=d(e.call(t,t[a],a)))?n+=r:--o;if(o)return n/o},t.quantile=function(t,e){var r=(t.length-1)*e+1,n=Math.floor(r),i=+t[n-1],a=r-n;return a?i+a*(t[n]-i):i},t.median=function(e,r){var n,i=[],a=e.length,o=-1;if(1===arguments.length)for(;++o&lt;a;)p(n=d(e[o]))&amp;&amp;i.push(n);else for(;++o&lt;a;)p(n=d(r.call(e,e[o],o)))&amp;&amp;i.push(n);if(i.length)return t.quantile(i.sort(h),.5)},t.variance=function(t,e){var r,n,i=t.length,a=0,o=0,s=-1,l=0;if(1===arguments.length)for(;++s&lt;i;)p(r=d(t[s]))&amp;&amp;(o+=(n=r-a)*(r-(a+=n/++l)));else for(;++s&lt;i;)p(r=d(e.call(t,t[s],s)))&amp;&amp;(o+=(n=r-a)*(r-(a+=n/++l)));if(l&gt;1)return o/(l-1)},t.deviation=function(){var e=t.variance.apply(this,arguments);return e?Math.sqrt(e):e};var v=g(h);function m(t){return t.length}t.bisectLeft=v.left,t.bisect=t.bisectRight=v.right,t.bisector=function(t){return g(1===t.length?function(e,r){return h(t(e),r)}:t)},t.shuffle=function(t,e,r){(a=arguments.length)&lt;3&amp;&amp;(r=t.length,a&lt;2&amp;&amp;(e=0));for(var n,i,a=r-e;a;)i=Math.random()*a--|0,n=t[a+e],t[a+e]=t[i+e],t[i+e]=n;return t},t.permute=function(t,e){for(var r=e.length,n=new Array(r);r--;)n[r]=t[e[r]];return n},t.pairs=function(t){for(var e=0,r=t.length-1,n=t[0],i=new Array(r&lt;0?0:r);e&lt;r;)i[e]=[n,n=t[++e]];return i},t.transpose=function(e){if(!(a=e.length))return[];for(var r=-1,n=t.min(e,m),i=new Array(n);++r&lt;n;)for(var a,o=-1,s=i[r]=new Array(a);++o&lt;a;)s[o]=e[o][r];return i},t.zip=function(){return t.transpose(arguments)},t.keys=function(t){var e=[];for(var r in t)e.push(r);return e},t.values=function(t){var e=[];for(var r in t)e.push(t[r]);return e},t.entries=function(t){var e=[];for(var r in t)e.push({key:r,value:t[r]});return e},t.merge=function(t){for(var e,r,n,i=t.length,a=-1,o=0;++a&lt;i;)o+=t[a].length;for(r=new Array(o);--i&gt;=0;)for(e=(n=t[i]).length;--e&gt;=0;)r[--o]=n[e];return r};var y=Math.abs;function b(t,e){for(var r in e)Object.defineProperty(t.prototype,r,{value:e[r],enumerable:!1})}function x(){this._=Object.create(null)}t.range=function(t,e,r){if(arguments.length&lt;3&amp;&amp;(r=1,arguments.length&lt;2&amp;&amp;(e=t,t=0)),(e-t)/r==1/0)throw new Error(&quot;infinite range&quot;);var n,i=[],a=function(t){var e=1;for(;t*e%1;)e*=10;return e}(y(r)),o=-1;if(t*=a,e*=a,(r*=a)&lt;0)for(;(n=t+r*++o)&gt;e;)i.push(n/a);else for(;(n=t+r*++o)&lt;e;)i.push(n/a);return i},t.map=function(t,e){var r=new x;if(t instanceof x)t.forEach(function(t,e){r.set(t,e)});else if(Array.isArray(t)){var n,i=-1,a=t.length;if(1===arguments.length)for(;++i&lt;a;)r.set(i,t[i]);else for(;++i&lt;a;)r.set(e.call(t,n=t[i],i),n)}else for(var o in t)r.set(o,t[o]);return r};var _=&quot;__proto__&quot;,w=&quot;\\0&quot;;function A(t){return(t+=&quot;&quot;)===_||t[0]===w?w+t:t}function M(t){return(t+=&quot;&quot;)[0]===w?t.slice(1):t}function T(t){return A(t)in this._}function k(t){return(t=A(t))in this._&amp;&amp;delete this._[t]}function E(){var t=[];for(var e in this._)t.push(M(e));return t}function L(){var t=0;for(var e in this._)++t;return t}function S(){for(var t in this._)return!1;return!0}function C(){this._=Object.create(null)}function O(t){return t}function R(t,e,r){return function(){var n=r.apply(e,arguments);return n===e?t:n}}function P(t,e){if(e in t)return e;e=e.charAt(0).toUpperCase()+e.slice(1);for(var r=0,n=z.length;r&lt;n;++r){var i=z[r]+e;if(i in t)return i}}b(x,{has:T,get:function(t){return this._[A(t)]},set:function(t,e){return this._[A(t)]=e},remove:k,keys:E,values:function(){var t=[];for(var e in this._)t.push(this._[e]);return t},entries:function(){var t=[];for(var e in this._)t.push({key:M(e),value:this._[e]});return t},size:L,empty:S,forEach:function(t){for(var e in this._)t.call(this,M(e),this._[e])}}),t.nest=function(){var e,r,n={},i=[],a=[];function o(t,a,s){if(s&gt;=i.length)return r?r.call(n,a):e?a.sort(e):a;for(var l,u,c,f,h=-1,d=a.length,p=i[s++],g=new x;++h&lt;d;)(f=g.get(l=p(u=a[h])))?f.push(u):g.set(l,[u]);return t?(u=t(),c=function(e,r){u.set(e,o(t,r,s))}):(u={},c=function(e,r){u[e]=o(t,r,s)}),g.forEach(c),u}return n.map=function(t,e){return o(e,t,0)},n.entries=function(e){return function t(e,r){if(r&gt;=i.length)return e;var n=[],o=a[r++];return e.forEach(function(e,i){n.push({key:e,values:t(i,r)})}),o?n.sort(function(t,e){return o(t.key,e.key)}):n}(o(t.map,e,0),0)},n.key=function(t){return i.push(t),n},n.sortKeys=function(t){return a[i.length-1]=t,n},n.sortValues=function(t){return e=t,n},n.rollup=function(t){return r=t,n},n},t.set=function(t){var e=new C;if(t)for(var r=0,n=t.length;r&lt;n;++r)e.add(t[r]);return e},b(C,{has:T,add:function(t){return this._[A(t+=&quot;&quot;)]=!0,t},remove:k,values:E,size:L,empty:S,forEach:function(t){for(var e in this._)t.call(this,M(e))}}),t.behavior={},t.rebind=function(t,e){for(var r,n=1,i=arguments.length;++n&lt;i;)t[r=arguments[n]]=R(t,e,e[r]);return t};var z=[&quot;webkit&quot;,&quot;ms&quot;,&quot;moz&quot;,&quot;Moz&quot;,&quot;o&quot;,&quot;O&quot;];function I(){}function N(){}function D(t){var e=[],r=new x;function n(){for(var r,n=e,i=-1,a=n.length;++i&lt;a;)(r=n[i].on)&amp;&amp;r.apply(this,arguments);return t}return n.on=function(n,i){var a,o=r.get(n);return arguments.length&lt;2?o&amp;&amp;o.on:(o&amp;&amp;(o.on=null,e=e.slice(0,a=e.indexOf(o)).concat(e.slice(a+1)),r.remove(n)),i&amp;&amp;e.push(r.set(n,{on:i})),t)},n}function F(){t.event.preventDefault()}function j(){for(var e,r=t.event;e=r.sourceEvent;)r=e;return r}function B(e){for(var r=new N,n=0,i=arguments.length;++n&lt;i;)r[arguments[n]]=D(r);return r.of=function(n,i){return function(a){try{var o=a.sourceEvent=t.event;a.target=e,t.event=a,r[a.type].apply(n,i)}finally{t.event=o}}},r}t.dispatch=function(){for(var t=new N,e=-1,r=arguments.length;++e&lt;r;)t[arguments[e]]=D(t);return t},N.prototype.on=function(t,e){var r=t.indexOf(&quot;.&quot;),n=&quot;&quot;;if(r&gt;=0&amp;&amp;(n=t.slice(r+1),t=t.slice(0,r)),t)return arguments.length&lt;2?this[t].on(n):this[t].on(n,e);if(2===arguments.length){if(null==e)for(t in this)this.hasOwnProperty(t)&amp;&amp;this[t].on(n,null);return this}},t.event=null,t.requote=function(t){return t.replace(U,&quot;\\\\$&amp;&quot;)};var U=/[\\\\\\^\\$\\*\\+\\?\\|\\[\\]\\(\\)\\.\\{\\}]/g,V={}.__proto__?function(t,e){t.__proto__=e}:function(t,e){for(var r in e)t[r]=e[r]};function H(t){return V(t,W),t}var q=function(t,e){return e.querySelector(t)},G=function(t,e){return e.querySelectorAll(t)},X=function(t,e){var r=t.matches||t[P(t,&quot;matchesSelector&quot;)];return(X=function(t,e){return r.call(t,e)})(t,e)};&quot;function&quot;==typeof Sizzle&amp;&amp;(q=function(t,e){return Sizzle(t,e)[0]||null},G=Sizzle,X=Sizzle.matchesSelector),t.selection=function(){return t.select(i.documentElement)};var W=t.selection.prototype=[];function Y(t){return&quot;function&quot;==typeof t?t:function(){return q(t,this)}}function Z(t){return&quot;function&quot;==typeof t?t:function(){return G(t,this)}}W.select=function(t){var e,r,n,i,a=[];t=Y(t);for(var o=-1,s=this.length;++o&lt;s;){a.push(e=[]),e.parentNode=(n=this[o]).parentNode;for(var l=-1,u=n.length;++l&lt;u;)(i=n[l])?(e.push(r=t.call(i,i.__data__,l,o)),r&amp;&amp;&quot;__data__&quot;in i&amp;&amp;(r.__data__=i.__data__)):e.push(null)}return H(a)},W.selectAll=function(t){var e,r,i=[];t=Z(t);for(var a=-1,o=this.length;++a&lt;o;)for(var s=this[a],l=-1,u=s.length;++l&lt;u;)(r=s[l])&amp;&amp;(i.push(e=n(t.call(r,r.__data__,l,a))),e.parentNode=r);return H(i)};var Q=&quot;http://www.w3.org/1999/xhtml&quot;,$={svg:&quot;http://www.w3.org/2000/svg&quot;,xhtml:Q,xlink:&quot;http://www.w3.org/1999/xlink&quot;,xml:&quot;http://www.w3.org/XML/1998/namespace&quot;,xmlns:&quot;http://www.w3.org/2000/xmlns/&quot;};function J(e,r){return e=t.ns.qualify(e),null==r?e.local?function(){this.removeAttributeNS(e.space,e.local)}:function(){this.removeAttribute(e)}:&quot;function&quot;==typeof r?e.local?function(){var t=r.apply(this,arguments);null==t?this.removeAttributeNS(e.space,e.local):this.setAttributeNS(e.space,e.local,t)}:function(){var t=r.apply(this,arguments);null==t?this.removeAttribute(e):this.setAttribute(e,t)}:e.local?function(){this.setAttributeNS(e.space,e.local,r)}:function(){this.setAttribute(e,r)}}function K(t){return t.trim().replace(/\\s+/g,&quot; &quot;)}function tt(e){return new RegExp(&quot;(?:^|\\\\s+)&quot;+t.requote(e)+&quot;(?:\\\\s+|$)&quot;,&quot;g&quot;)}function et(t){return(t+&quot;&quot;).trim().split(/^|\\s+/)}function rt(t,e){var r=(t=et(t).map(nt)).length;return&quot;function&quot;==typeof e?function(){for(var n=-1,i=e.apply(this,arguments);++n&lt;r;)t[n](this,i)}:function(){for(var n=-1;++n&lt;r;)t[n](this,e)}}function nt(t){var e=tt(t);return function(r,n){if(i=r.classList)return n?i.add(t):i.remove(t);var i=r.getAttribute(&quot;class&quot;)||&quot;&quot;;n?(e.lastIndex=0,e.test(i)||r.setAttribute(&quot;class&quot;,K(i+&quot; &quot;+t))):r.setAttribute(&quot;class&quot;,K(i.replace(e,&quot; &quot;)))}}function it(t,e,r){return null==e?function(){this.style.removeProperty(t)}:&quot;function&quot;==typeof e?function(){var n=e.apply(this,arguments);null==n?this.style.removeProperty(t):this.style.setProperty(t,n,r)}:function(){this.style.setProperty(t,e,r)}}function at(t,e){return null==e?function(){delete this[t]}:&quot;function&quot;==typeof e?function(){var r=e.apply(this,arguments);null==r?delete this[t]:this[t]=r}:function(){this[t]=e}}function ot(e){return&quot;function&quot;==typeof e?e:(e=t.ns.qualify(e)).local?function(){return this.ownerDocument.createElementNS(e.space,e.local)}:function(){var t=this.ownerDocument,r=this.namespaceURI;return r===Q&amp;&amp;t.documentElement.namespaceURI===Q?t.createElement(e):t.createElementNS(r,e)}}function st(){var t=this.parentNode;t&amp;&amp;t.removeChild(this)}function lt(t){return{__data__:t}}function ut(t){return function(){return X(this,t)}}function ct(t,e){for(var r=0,n=t.length;r&lt;n;r++)for(var i,a=t[r],o=0,s=a.length;o&lt;s;o++)(i=a[o])&amp;&amp;e(i,o,r);return t}function ft(t){return V(t,ht),t}t.ns={prefix:$,qualify:function(t){var e=t.indexOf(&quot;:&quot;),r=t;return e&gt;=0&amp;&amp;&quot;xmlns&quot;!==(r=t.slice(0,e))&amp;&amp;(t=t.slice(e+1)),$.hasOwnProperty(r)?{space:$[r],local:t}:t}},W.attr=function(e,r){if(arguments.length&lt;2){if(&quot;string&quot;==typeof e){var n=this.node();return(e=t.ns.qualify(e)).local?n.getAttributeNS(e.space,e.local):n.getAttribute(e)}for(r in e)this.each(J(r,e[r]));return this}return this.each(J(e,r))},W.classed=function(t,e){if(arguments.length&lt;2){if(&quot;string&quot;==typeof t){var r=this.node(),n=(t=et(t)).length,i=-1;if(e=r.classList){for(;++i&lt;n;)if(!e.contains(t[i]))return!1}else for(e=r.getAttribute(&quot;class&quot;);++i&lt;n;)if(!tt(t[i]).test(e))return!1;return!0}for(e in t)this.each(rt(e,t[e]));return this}return this.each(rt(t,e))},W.style=function(t,e,r){var n=arguments.length;if(n&lt;3){if(&quot;string&quot;!=typeof t){for(r in n&lt;2&amp;&amp;(e=&quot;&quot;),t)this.each(it(r,t[r],e));return this}if(n&lt;2){var i=this.node();return o(i).getComputedStyle(i,null).getPropertyValue(t)}r=&quot;&quot;}return this.each(it(t,e,r))},W.property=function(t,e){if(arguments.length&lt;2){if(&quot;string&quot;==typeof t)return this.node()[t];for(e in t)this.each(at(e,t[e]));return this}return this.each(at(t,e))},W.text=function(t){return arguments.length?this.each(&quot;function&quot;==typeof t?function(){var e=t.apply(this,arguments);this.textContent=null==e?&quot;&quot;:e}:null==t?function(){this.textContent=&quot;&quot;}:function(){this.textContent=t}):this.node().textContent},W.html=function(t){return arguments.length?this.each(&quot;function&quot;==typeof t?function(){var e=t.apply(this,arguments);this.innerHTML=null==e?&quot;&quot;:e}:null==t?function(){this.innerHTML=&quot;&quot;}:function(){this.innerHTML=t}):this.node().innerHTML},W.append=function(t){return t=ot(t),this.select(function(){return this.appendChild(t.apply(this,arguments))})},W.insert=function(t,e){return t=ot(t),e=Y(e),this.select(function(){return this.insertBefore(t.apply(this,arguments),e.apply(this,arguments)||null)})},W.remove=function(){return this.each(st)},W.data=function(t,e){var r,n,i=-1,a=this.length;if(!arguments.length){for(t=new Array(a=(r=this[0]).length);++i&lt;a;)(n=r[i])&amp;&amp;(t[i]=n.__data__);return t}function o(t,r){var n,i,a,o=t.length,c=r.length,f=Math.min(o,c),h=new Array(c),d=new Array(c),p=new Array(o);if(e){var g,v=new x,m=new Array(o);for(n=-1;++n&lt;o;)(i=t[n])&amp;&amp;(v.has(g=e.call(i,i.__data__,n))?p[n]=i:v.set(g,i),m[n]=g);for(n=-1;++n&lt;c;)(i=v.get(g=e.call(r,a=r[n],n)))?!0!==i&amp;&amp;(h[n]=i,i.__data__=a):d[n]=lt(a),v.set(g,!0);for(n=-1;++n&lt;o;)n in m&amp;&amp;!0!==v.get(m[n])&amp;&amp;(p[n]=t[n])}else{for(n=-1;++n&lt;f;)i=t[n],a=r[n],i?(i.__data__=a,h[n]=i):d[n]=lt(a);for(;n&lt;c;++n)d[n]=lt(r[n]);for(;n&lt;o;++n)p[n]=t[n]}d.update=h,d.parentNode=h.parentNode=p.parentNode=t.parentNode,s.push(d),l.push(h),u.push(p)}var s=ft([]),l=H([]),u=H([]);if(&quot;function&quot;==typeof t)for(;++i&lt;a;)o(r=this[i],t.call(r,r.parentNode.__data__,i));else for(;++i&lt;a;)o(r=this[i],t);return l.enter=function(){return s},l.exit=function(){return u},l},W.datum=function(t){return arguments.length?this.property(&quot;__data__&quot;,t):this.property(&quot;__data__&quot;)},W.filter=function(t){var e,r,n,i=[];&quot;function&quot;!=typeof t&amp;&amp;(t=ut(t));for(var a=0,o=this.length;a&lt;o;a++){i.push(e=[]),e.parentNode=(r=this[a]).parentNode;for(var s=0,l=r.length;s&lt;l;s++)(n=r[s])&amp;&amp;t.call(n,n.__data__,s,a)&amp;&amp;e.push(n)}return H(i)},W.order=function(){for(var t=-1,e=this.length;++t&lt;e;)for(var r,n=this[t],i=n.length-1,a=n[i];--i&gt;=0;)(r=n[i])&amp;&amp;(a&amp;&amp;a!==r.nextSibling&amp;&amp;a.parentNode.insertBefore(r,a),a=r);return this},W.sort=function(t){t=function(t){arguments.length||(t=h);return function(e,r){return e&amp;&amp;r?t(e.__data__,r.__data__):!e-!r}}.apply(this,arguments);for(var e=-1,r=this.length;++e&lt;r;)this[e].sort(t);return this.order()},W.each=function(t){return ct(this,function(e,r,n){t.call(e,e.__data__,r,n)})},W.call=function(t){var e=n(arguments);return t.apply(e[0]=this,e),this},W.empty=function(){return!this.node()},W.node=function(){for(var t=0,e=this.length;t&lt;e;t++)for(var r=this[t],n=0,i=r.length;n&lt;i;n++){var a=r[n];if(a)return a}return null},W.size=function(){var t=0;return ct(this,function(){++t}),t};var ht=[];function dt(e,r,i){var a=&quot;__on&quot;+e,o=e.indexOf(&quot;.&quot;),s=gt;o&gt;0&amp;&amp;(e=e.slice(0,o));var l=pt.get(e);function u(){var t=this[a];t&amp;&amp;(this.removeEventListener(e,t,t.$),delete this[a])}return l&amp;&amp;(e=l,s=vt),o?r?function(){var t=s(r,n(arguments));u.call(this),this.addEventListener(e,this[a]=t,t.$=i),t._=r}:u:r?I:function(){var r,n=new RegExp(&quot;^__on([^.]+)&quot;+t.requote(e)+&quot;$&quot;);for(var i in this)if(r=i.match(n)){var a=this[i];this.removeEventListener(r[1],a,a.$),delete this[i]}}}t.selection.enter=ft,t.selection.enter.prototype=ht,ht.append=W.append,ht.empty=W.empty,ht.node=W.node,ht.call=W.call,ht.size=W.size,ht.select=function(t){for(var e,r,n,i,a,o=[],s=-1,l=this.length;++s&lt;l;){n=(i=this[s]).update,o.push(e=[]),e.parentNode=i.parentNode;for(var u=-1,c=i.length;++u&lt;c;)(a=i[u])?(e.push(n[u]=r=t.call(i.parentNode,a.__data__,u,s)),r.__data__=a.__data__):e.push(null)}return H(o)},ht.insert=function(t,e){var r,n,i;return arguments.length&lt;2&amp;&amp;(r=this,e=function(t,e,a){var o,s=r[a].update,l=s.length;for(a!=i&amp;&amp;(i=a,n=0),e&gt;=n&amp;&amp;(n=e+1);!(o=s[n])&amp;&amp;++n&lt;l;);return o}),W.insert.call(this,t,e)},t.select=function(t){var e;return&quot;string&quot;==typeof t?(e=[q(t,i)]).parentNode=i.documentElement:(e=[t]).parentNode=a(t),H([e])},t.selectAll=function(t){var e;return&quot;string&quot;==typeof t?(e=n(G(t,i))).parentNode=i.documentElement:(e=n(t)).parentNode=null,H([e])},W.on=function(t,e,r){var n=arguments.length;if(n&lt;3){if(&quot;string&quot;!=typeof t){for(r in n&lt;2&amp;&amp;(e=!1),t)this.each(dt(r,t[r],e));return this}if(n&lt;2)return(n=this.node()[&quot;__on&quot;+t])&amp;&amp;n._;r=!1}return this.each(dt(t,e,r))};var pt=t.map({mouseenter:&quot;mouseover&quot;,mouseleave:&quot;mouseout&quot;});function gt(e,r){return function(n){var i=t.event;t.event=n,r[0]=this.__data__;try{e.apply(this,r)}finally{t.event=i}}}function vt(t,e){var r=gt(t,e);return function(t){var e=t.relatedTarget;e&amp;&amp;(e===this||8&amp;e.compareDocumentPosition(this))||r.call(this,t)}}i&amp;&amp;pt.forEach(function(t){&quot;on&quot;+t in i&amp;&amp;pt.remove(t)});var mt,yt=0;function bt(e){var r=&quot;.dragsuppress-&quot;+ ++yt,n=&quot;click&quot;+r,i=t.select(o(e)).on(&quot;touchmove&quot;+r,F).on(&quot;dragstart&quot;+r,F).on(&quot;selectstart&quot;+r,F);if(null==mt&amp;&amp;(mt=!(&quot;onselectstart&quot;in e)&amp;&amp;P(e.style,&quot;userSelect&quot;)),mt){var s=a(e).style,l=s[mt];s[mt]=&quot;none&quot;}return function(t){if(i.on(r,null),mt&amp;&amp;(s[mt]=l),t){var e=function(){i.on(n,null)};i.on(n,function(){F(),e()},!0),setTimeout(e,0)}}}t.mouse=function(t){return _t(t,j())};var xt=this.navigator&amp;&amp;/WebKit/.test(this.navigator.userAgent)?-1:0;function _t(e,r){r.changedTouches&amp;&amp;(r=r.changedTouches[0]);var n=e.ownerSVGElement||e;if(n.createSVGPoint){var i=n.createSVGPoint();if(xt&lt;0){var a=o(e);if(a.scrollX||a.scrollY){var s=(n=t.select(&quot;body&quot;).append(&quot;svg&quot;).style({position:&quot;absolute&quot;,top:0,left:0,margin:0,padding:0,border:&quot;none&quot;},&quot;important&quot;))[0][0].getScreenCTM();xt=!(s.f||s.e),n.remove()}}return xt?(i.x=r.pageX,i.y=r.pageY):(i.x=r.clientX,i.y=r.clientY),[(i=i.matrixTransform(e.getScreenCTM().inverse())).x,i.y]}var l=e.getBoundingClientRect();return[r.clientX-l.left-e.clientLeft,r.clientY-l.top-e.clientTop]}function wt(){return t.event.changedTouches[0].identifier}t.touch=function(t,e,r){if(arguments.length&lt;3&amp;&amp;(r=e,e=j().changedTouches),e)for(var n,i=0,a=e.length;i&lt;a;++i)if((n=e[i]).identifier===r)return _t(t,n)},t.behavior.drag=function(){var e=B(a,&quot;drag&quot;,&quot;dragstart&quot;,&quot;dragend&quot;),r=null,n=s(I,t.mouse,o,&quot;mousemove&quot;,&quot;mouseup&quot;),i=s(wt,t.touch,O,&quot;touchmove&quot;,&quot;touchend&quot;);function a(){this.on(&quot;mousedown.drag&quot;,n).on(&quot;touchstart.drag&quot;,i)}function s(n,i,a,o,s){return function(){var l,u=t.event.target.correspondingElement||t.event.target,c=this.parentNode,f=e.of(this,arguments),h=0,d=n(),p=&quot;.drag&quot;+(null==d?&quot;&quot;:&quot;-&quot;+d),g=t.select(a(u)).on(o+p,function(){var t,e,r=i(c,d);if(!r)return;t=r[0]-m[0],e=r[1]-m[1],h|=t|e,m=r,f({type:&quot;drag&quot;,x:r[0]+l[0],y:r[1]+l[1],dx:t,dy:e})}).on(s+p,function(){if(!i(c,d))return;g.on(o+p,null).on(s+p,null),v(h),f({type:&quot;dragend&quot;})}),v=bt(u),m=i(c,d);l=r?[(l=r.apply(this,arguments)).x-m[0],l.y-m[1]]:[0,0],f({type:&quot;dragstart&quot;})}}return a.origin=function(t){return arguments.length?(r=t,a):r},t.rebind(a,e,&quot;on&quot;)},t.touches=function(t,e){return arguments.length&lt;2&amp;&amp;(e=j().touches),e?n(e).map(function(e){var r=_t(t,e);return r.identifier=e.identifier,r}):[]};var At=1e-6,Mt=At*At,Tt=Math.PI,kt=2*Tt,Et=kt-At,Lt=Tt/2,St=Tt/180,Ct=180/Tt;function Ot(t){return t&gt;0?1:t&lt;0?-1:0}function Rt(t,e,r){return(e[0]-t[0])*(r[1]-t[1])-(e[1]-t[1])*(r[0]-t[0])}function Pt(t){return t&gt;1?0:t&lt;-1?Tt:Math.acos(t)}function zt(t){return t&gt;1?Lt:t&lt;-1?-Lt:Math.asin(t)}function It(t){return((t=Math.exp(t))+1/t)/2}function Nt(t){return(t=Math.sin(t/2))*t}var Dt=Math.SQRT2;t.interpolateZoom=function(t,e){var r,n,i=t[0],a=t[1],o=t[2],s=e[0],l=e[1],u=e[2],c=s-i,f=l-a,h=c*c+f*f;if(h&lt;Mt)n=Math.log(u/o)/Dt,r=function(t){return[i+t*c,a+t*f,o*Math.exp(Dt*t*n)]};else{var d=Math.sqrt(h),p=(u*u-o*o+4*h)/(2*o*2*d),g=(u*u-o*o-4*h)/(2*u*2*d),v=Math.log(Math.sqrt(p*p+1)-p),m=Math.log(Math.sqrt(g*g+1)-g);n=(m-v)/Dt,r=function(t){var e,r=t*n,s=It(v),l=o/(2*d)*(s*(e=Dt*r+v,((e=Math.exp(2*e))-1)/(e+1))-function(t){return((t=Math.exp(t))-1/t)/2}(v));return[i+l*c,a+l*f,o*s/It(Dt*r+v)]}}return r.duration=1e3*n,r},t.behavior.zoom=function(){var e,r,n,a,s,l,u,c,f,h={x:0,y:0,k:1},d=[960,500],p=Bt,g=250,v=0,m=&quot;mousedown.zoom&quot;,y=&quot;mousemove.zoom&quot;,b=&quot;mouseup.zoom&quot;,x=&quot;touchstart.zoom&quot;,_=B(w,&quot;zoomstart&quot;,&quot;zoom&quot;,&quot;zoomend&quot;);function w(t){t.on(m,O).on(jt+&quot;.zoom&quot;,P).on(&quot;dblclick.zoom&quot;,z).on(x,R)}function A(t){return[(t[0]-h.x)/h.k,(t[1]-h.y)/h.k]}function M(t){h.k=Math.max(p[0],Math.min(p[1],t))}function T(t,e){e=function(t){return[t[0]*h.k+h.x,t[1]*h.k+h.y]}(e),h.x+=t[0]-e[0],h.y+=t[1]-e[1]}function k(e,n,i,a){e.__chart__={x:h.x,y:h.y,k:h.k},M(Math.pow(2,a)),T(r=n,i),e=t.select(e),g&gt;0&amp;&amp;(e=e.transition().duration(g)),e.call(w.event)}function E(){u&amp;&amp;u.domain(l.range().map(function(t){return(t-h.x)/h.k}).map(l.invert)),f&amp;&amp;f.domain(c.range().map(function(t){return(t-h.y)/h.k}).map(c.invert))}function L(t){v++||t({type:&quot;zoomstart&quot;})}function S(t){E(),t({type:&quot;zoom&quot;,scale:h.k,translate:[h.x,h.y]})}function C(t){--v||(t({type:&quot;zoomend&quot;}),r=null)}function O(){var e=this,r=_.of(e,arguments),n=0,i=t.select(o(e)).on(y,function(){n=1,T(t.mouse(e),a),S(r)}).on(b,function(){i.on(y,null).on(b,null),s(n),C(r)}),a=A(t.mouse(e)),s=bt(e);fs.call(e),L(r)}function R(){var e,r=this,n=_.of(r,arguments),i={},a=0,o=&quot;.zoom-&quot;+t.event.changedTouches[0].identifier,l=&quot;touchmove&quot;+o,u=&quot;touchend&quot;+o,c=[],f=t.select(r),d=bt(r);function p(){var n=t.touches(r);return e=h.k,n.forEach(function(t){t.identifier in i&amp;&amp;(i[t.identifier]=A(t))}),n}function g(){var e=t.event.target;t.select(e).on(l,v).on(u,y),c.push(e);for(var n=t.event.changedTouches,o=0,f=n.length;o&lt;f;++o)i[n[o].identifier]=null;var d=p(),g=Date.now();if(1===d.length){if(g-s&lt;500){var m=d[0];k(r,m,i[m.identifier],Math.floor(Math.log(h.k)/Math.LN2)+1),F()}s=g}else if(d.length&gt;1){m=d[0];var b=d[1],x=m[0]-b[0],_=m[1]-b[1];a=x*x+_*_}}function v(){var o,l,u,c,f=t.touches(r);fs.call(r);for(var h=0,d=f.length;h&lt;d;++h,c=null)if(u=f[h],c=i[u.identifier]){if(l)break;o=u,l=c}if(c){var p=(p=u[0]-o[0])*p+(p=u[1]-o[1])*p,g=a&amp;&amp;Math.sqrt(p/a);o=[(o[0]+u[0])/2,(o[1]+u[1])/2],l=[(l[0]+c[0])/2,(l[1]+c[1])/2],M(g*e)}s=null,T(o,l),S(n)}function y(){if(t.event.touches.length){for(var e=t.event.changedTouches,r=0,a=e.length;r&lt;a;++r)delete i[e[r].identifier];for(var s in i)return void p()}t.selectAll(c).on(o,null),f.on(m,O).on(x,R),d(),C(n)}g(),L(n),f.on(m,null).on(x,g)}function P(){var i=_.of(this,arguments);a?clearTimeout(a):(fs.call(this),e=A(r=n||t.mouse(this)),L(i)),a=setTimeout(function(){a=null,C(i)},50),F(),M(Math.pow(2,.002*Ft())*h.k),T(r,e),S(i)}function z(){var e=t.mouse(this),r=Math.log(h.k)/Math.LN2;k(this,e,A(e),t.event.shiftKey?Math.ceil(r)-1:Math.floor(r)+1)}return jt||(jt=&quot;onwheel&quot;in i?(Ft=function(){return-t.event.deltaY*(t.event.deltaMode?120:1)},&quot;wheel&quot;):&quot;onmousewheel&quot;in i?(Ft=function(){return t.event.wheelDelta},&quot;mousewheel&quot;):(Ft=function(){return-t.event.detail},&quot;MozMousePixelScroll&quot;)),w.event=function(e){e.each(function(){var e=_.of(this,arguments),n=h;ps?t.select(this).transition().each(&quot;start.zoom&quot;,function(){h=this.__chart__||{x:0,y:0,k:1},L(e)}).tween(&quot;zoom:zoom&quot;,function(){var i=d[0],a=d[1],o=r?r[0]:i/2,s=r?r[1]:a/2,l=t.interpolateZoom([(o-h.x)/h.k,(s-h.y)/h.k,i/h.k],[(o-n.x)/n.k,(s-n.y)/n.k,i/n.k]);return function(t){var r=l(t),n=i/r[2];this.__chart__=h={x:o-r[0]*n,y:s-r[1]*n,k:n},S(e)}}).each(&quot;interrupt.zoom&quot;,function(){C(e)}).each(&quot;end.zoom&quot;,function(){C(e)}):(this.__chart__=h,L(e),S(e),C(e))})},w.translate=function(t){return arguments.length?(h={x:+t[0],y:+t[1],k:h.k},E(),w):[h.x,h.y]},w.scale=function(t){return arguments.length?(h={x:h.x,y:h.y,k:null},M(+t),E(),w):h.k},w.scaleExtent=function(t){return arguments.length?(p=null==t?Bt:[+t[0],+t[1]],w):p},w.center=function(t){return arguments.length?(n=t&amp;&amp;[+t[0],+t[1]],w):n},w.size=function(t){return arguments.length?(d=t&amp;&amp;[+t[0],+t[1]],w):d},w.duration=function(t){return arguments.length?(g=+t,w):g},w.x=function(t){return arguments.length?(u=t,l=t.copy(),h={x:0,y:0,k:1},w):u},w.y=function(t){return arguments.length?(f=t,c=t.copy(),h={x:0,y:0,k:1},w):f},t.rebind(w,_,&quot;on&quot;)};var Ft,jt,Bt=[0,1/0];function Ut(){}function Vt(t,e,r){return this instanceof Vt?(this.h=+t,this.s=+e,void(this.l=+r)):arguments.length&lt;2?t instanceof Vt?new Vt(t.h,t.s,t.l):ce(&quot;&quot;+t,fe,Vt):new Vt(t,e,r)}t.color=Ut,Ut.prototype.toString=function(){return this.rgb()+&quot;&quot;},t.hsl=Vt;var Ht=Vt.prototype=new Ut;function qt(t,e,r){var n,i;function a(t){return Math.round(255*function(t){return t&gt;360?t-=360:t&lt;0&amp;&amp;(t+=360),t&lt;60?n+(i-n)*t/60:t&lt;180?i:t&lt;240?n+(i-n)*(240-t)/60:n}(t))}return t=isNaN(t)?0:(t%=360)&lt;0?t+360:t,e=isNaN(e)?0:e&lt;0?0:e&gt;1?1:e,n=2*(r=r&lt;0?0:r&gt;1?1:r)-(i=r&lt;=.5?r*(1+e):r+e-r*e),new ae(a(t+120),a(t),a(t-120))}function Gt(e,r,n){return this instanceof Gt?(this.h=+e,this.c=+r,void(this.l=+n)):arguments.length&lt;2?e instanceof Gt?new Gt(e.h,e.c,e.l):ee(e instanceof Yt?e.l:(e=he((e=t.rgb(e)).r,e.g,e.b)).l,e.a,e.b):new Gt(e,r,n)}Ht.brighter=function(t){return t=Math.pow(.7,arguments.length?t:1),new Vt(this.h,this.s,this.l/t)},Ht.darker=function(t){return t=Math.pow(.7,arguments.length?t:1),new Vt(this.h,this.s,t*this.l)},Ht.rgb=function(){return qt(this.h,this.s,this.l)},t.hcl=Gt;var Xt=Gt.prototype=new Ut;function Wt(t,e,r){return isNaN(t)&amp;&amp;(t=0),isNaN(e)&amp;&amp;(e=0),new Yt(r,Math.cos(t*=St)*e,Math.sin(t)*e)}function Yt(t,e,r){return this instanceof Yt?(this.l=+t,this.a=+e,void(this.b=+r)):arguments.length&lt;2?t instanceof Yt?new Yt(t.l,t.a,t.b):t instanceof Gt?Wt(t.h,t.c,t.l):he((t=ae(t)).r,t.g,t.b):new Yt(t,e,r)}Xt.brighter=function(t){return new Gt(this.h,this.c,Math.min(100,this.l+Zt*(arguments.length?t:1)))},Xt.darker=function(t){return new Gt(this.h,this.c,Math.max(0,this.l-Zt*(arguments.length?t:1)))},Xt.rgb=function(){return Wt(this.h,this.c,this.l).rgb()},t.lab=Yt;var Zt=18,Qt=.95047,$t=1,Jt=1.08883,Kt=Yt.prototype=new Ut;function te(t,e,r){var n=(t+16)/116,i=n+e/500,a=n-r/200;return new ae(ie(3.2404542*(i=re(i)*Qt)-1.5371385*(n=re(n)*$t)-.4985314*(a=re(a)*Jt)),ie(-.969266*i+1.8760108*n+.041556*a),ie(.0556434*i-.2040259*n+1.0572252*a))}function ee(t,e,r){return t&gt;0?new Gt(Math.atan2(r,e)*Ct,Math.sqrt(e*e+r*r),t):new Gt(NaN,NaN,t)}function re(t){return t&gt;.206893034?t*t*t:(t-4/29)/7.787037}function ne(t){return t&gt;.008856?Math.pow(t,1/3):7.787037*t+4/29}function ie(t){return Math.round(255*(t&lt;=.00304?12.92*t:1.055*Math.pow(t,1/2.4)-.055))}function ae(t,e,r){return this instanceof ae?(this.r=~~t,this.g=~~e,void(this.b=~~r)):arguments.length&lt;2?t instanceof ae?new ae(t.r,t.g,t.b):ce(&quot;&quot;+t,ae,qt):new ae(t,e,r)}function oe(t){return new ae(t&gt;&gt;16,t&gt;&gt;8&amp;255,255&amp;t)}function se(t){return oe(t)+&quot;&quot;}Kt.brighter=function(t){return new Yt(Math.min(100,this.l+Zt*(arguments.length?t:1)),this.a,this.b)},Kt.darker=function(t){return new Yt(Math.max(0,this.l-Zt*(arguments.length?t:1)),this.a,this.b)},Kt.rgb=function(){return te(this.l,this.a,this.b)},t.rgb=ae;var le=ae.prototype=new Ut;function ue(t){return t&lt;16?&quot;0&quot;+Math.max(0,t).toString(16):Math.min(255,t).toString(16)}function ce(t,e,r){var n,i,a,o=0,s=0,l=0;if(n=/([a-z]+)\\((.*)\\)/.exec(t=t.toLowerCase()))switch(i=n[2].split(&quot;,&quot;),n[1]){case&quot;hsl&quot;:return r(parseFloat(i[0]),parseFloat(i[1])/100,parseFloat(i[2])/100);case&quot;rgb&quot;:return e(pe(i[0]),pe(i[1]),pe(i[2]))}return(a=ge.get(t))?e(a.r,a.g,a.b):(null==t||&quot;#&quot;!==t.charAt(0)||isNaN(a=parseInt(t.slice(1),16))||(4===t.length?(o=(3840&amp;a)&gt;&gt;4,o|=o&gt;&gt;4,s=240&amp;a,s|=s&gt;&gt;4,l=15&amp;a,l|=l&lt;&lt;4):7===t.length&amp;&amp;(o=(16711680&amp;a)&gt;&gt;16,s=(65280&amp;a)&gt;&gt;8,l=255&amp;a)),e(o,s,l))}function fe(t,e,r){var n,i,a=Math.min(t/=255,e/=255,r/=255),o=Math.max(t,e,r),s=o-a,l=(o+a)/2;return s?(i=l&lt;.5?s/(o+a):s/(2-o-a),n=t==o?(e-r)/s+(e&lt;r?6:0):e==o?(r-t)/s+2:(t-e)/s+4,n*=60):(n=NaN,i=l&gt;0&amp;&amp;l&lt;1?0:n),new Vt(n,i,l)}function he(t,e,r){var n=ne((.4124564*(t=de(t))+.3575761*(e=de(e))+.1804375*(r=de(r)))/Qt),i=ne((.2126729*t+.7151522*e+.072175*r)/$t);return Yt(116*i-16,500*(n-i),200*(i-ne((.0193339*t+.119192*e+.9503041*r)/Jt)))}function de(t){return(t/=255)&lt;=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function pe(t){var e=parseFloat(t);return&quot;%&quot;===t.charAt(t.length-1)?Math.round(2.55*e):e}le.brighter=function(t){t=Math.pow(.7,arguments.length?t:1);var e=this.r,r=this.g,n=this.b,i=30;return e||r||n?(e&amp;&amp;e&lt;i&amp;&amp;(e=i),r&amp;&amp;r&lt;i&amp;&amp;(r=i),n&amp;&amp;n&lt;i&amp;&amp;(n=i),new ae(Math.min(255,e/t),Math.min(255,r/t),Math.min(255,n/t))):new ae(i,i,i)},le.darker=function(t){return new ae((t=Math.pow(.7,arguments.length?t:1))*this.r,t*this.g,t*this.b)},le.hsl=function(){return fe(this.r,this.g,this.b)},le.toString=function(){return&quot;#&quot;+ue(this.r)+ue(this.g)+ue(this.b)};var ge=t.map({aliceblue:15792383,antiquewhite:16444375,aqua:65535,aquamarine:8388564,azure:15794175,beige:16119260,bisque:16770244,black:0,blanchedalmond:16772045,blue:255,blueviolet:9055202,brown:10824234,burlywood:14596231,cadetblue:6266528,chartreuse:8388352,chocolate:13789470,coral:16744272,cornflowerblue:6591981,cornsilk:16775388,crimson:14423100,cyan:65535,darkblue:139,darkcyan:35723,darkgoldenrod:12092939,darkgray:11119017,darkgreen:25600,darkgrey:11119017,darkkhaki:12433259,darkmagenta:9109643,darkolivegreen:5597999,darkorange:16747520,darkorchid:10040012,darkred:9109504,darksalmon:15308410,darkseagreen:9419919,darkslateblue:4734347,darkslategray:3100495,darkslategrey:3100495,darkturquoise:52945,darkviolet:9699539,deeppink:16716947,deepskyblue:49151,dimgray:6908265,dimgrey:6908265,dodgerblue:2003199,firebrick:11674146,floralwhite:16775920,forestgreen:2263842,fuchsia:16711935,gainsboro:14474460,ghostwhite:16316671,gold:16766720,goldenrod:14329120,gray:8421504,green:32768,greenyellow:11403055,grey:8421504,honeydew:15794160,hotpink:16738740,indianred:13458524,indigo:4915330,ivory:16777200,khaki:15787660,lavender:15132410,lavenderblush:16773365,lawngreen:8190976,lemonchiffon:16775885,lightblue:11393254,lightcoral:15761536,lightcyan:14745599,lightgoldenrodyellow:16448210,lightgray:13882323,lightgreen:9498256,lightgrey:13882323,lightpink:16758465,lightsalmon:16752762,lightseagreen:2142890,lightskyblue:8900346,lightslategray:7833753,lightslategrey:7833753,lightsteelblue:11584734,lightyellow:16777184,lime:65280,limegreen:3329330,linen:16445670,magenta:16711935,maroon:8388608,mediumaquamarine:6737322,mediumblue:205,mediumorchid:12211667,mediumpurple:9662683,mediumseagreen:3978097,mediumslateblue:8087790,mediumspringgreen:64154,mediumturquoise:4772300,mediumvioletred:13047173,midnightblue:1644912,mintcream:16121850,mistyrose:16770273,moccasin:16770229,navajowhite:16768685,navy:128,oldlace:16643558,olive:8421376,olivedrab:7048739,orange:16753920,orangered:16729344,orchid:14315734,palegoldenrod:15657130,palegreen:10025880,paleturquoise:11529966,palevioletred:14381203,papayawhip:16773077,peachpuff:16767673,peru:13468991,pink:16761035,plum:14524637,powderblue:11591910,purple:8388736,rebeccapurple:6697881,red:16711680,rosybrown:12357519,royalblue:4286945,saddlebrown:9127187,salmon:16416882,sandybrown:16032864,seagreen:3050327,seashell:16774638,sienna:10506797,silver:12632256,skyblue:8900331,slateblue:6970061,slategray:7372944,slategrey:7372944,snow:16775930,springgreen:65407,steelblue:4620980,tan:13808780,teal:32896,thistle:14204888,tomato:16737095,turquoise:4251856,violet:15631086,wheat:16113331,white:16777215,whitesmoke:16119285,yellow:16776960,yellowgreen:10145074});function ve(t){return&quot;function&quot;==typeof t?t:function(){return t}}function me(t){return function(e,r,n){return 2===arguments.length&amp;&amp;&quot;function&quot;==typeof r&amp;&amp;(n=r,r=null),ye(e,r,t,n)}}function ye(e,r,i,a){var o={},s=t.dispatch(&quot;beforesend&quot;,&quot;progress&quot;,&quot;load&quot;,&quot;error&quot;),l={},u=new XMLHttpRequest,c=null;function f(){var t,e=u.status;if(!e&amp;&amp;function(t){var e=t.responseType;return e&amp;&amp;&quot;text&quot;!==e?t.response:t.responseText}(u)||e&gt;=200&amp;&amp;e&lt;300||304===e){try{t=i.call(o,u)}catch(t){return void s.error.call(o,t)}s.load.call(o,t)}else s.error.call(o,u)}return!this.XDomainRequest||&quot;withCredentials&quot;in u||!/^(http(s)?:)?\\/\\//.test(e)||(u=new XDomainRequest),&quot;onload&quot;in u?u.onload=u.onerror=f:u.onreadystatechange=function(){u.readyState&gt;3&amp;&amp;f()},u.onprogress=function(e){var r=t.event;t.event=e;try{s.progress.call(o,u)}finally{t.event=r}},o.header=function(t,e){return t=(t+&quot;&quot;).toLowerCase(),arguments.length&lt;2?l[t]:(null==e?delete l[t]:l[t]=e+&quot;&quot;,o)},o.mimeType=function(t){return arguments.length?(r=null==t?null:t+&quot;&quot;,o):r},o.responseType=function(t){return arguments.length?(c=t,o):c},o.response=function(t){return i=t,o},[&quot;get&quot;,&quot;post&quot;].forEach(function(t){o[t]=function(){return o.send.apply(o,[t].concat(n(arguments)))}}),o.send=function(t,n,i){if(2===arguments.length&amp;&amp;&quot;function&quot;==typeof n&amp;&amp;(i=n,n=null),u.open(t,e,!0),null==r||&quot;accept&quot;in l||(l.accept=r+&quot;,*/*&quot;),u.setRequestHeader)for(var a in l)u.setRequestHeader(a,l[a]);return null!=r&amp;&amp;u.overrideMimeType&amp;&amp;u.overrideMimeType(r),null!=c&amp;&amp;(u.responseType=c),null!=i&amp;&amp;o.on(&quot;error&quot;,i).on(&quot;load&quot;,function(t){i(null,t)}),s.beforesend.call(o,u),u.send(null==n?null:n),o},o.abort=function(){return u.abort(),o},t.rebind(o,s,&quot;on&quot;),null==a?o:o.get(function(t){return 1===t.length?function(e,r){t(null==e?r:null)}:t}(a))}ge.forEach(function(t,e){ge.set(t,oe(e))}),t.functor=ve,t.xhr=me(O),t.dsv=function(t,e){var r=new RegExp(&#x27;[&quot;&#x27;+t+&quot;\\n]&quot;),n=t.charCodeAt(0);function i(t,r,n){arguments.length&lt;3&amp;&amp;(n=r,r=null);var i=ye(t,e,null==r?a:o(r),n);return i.row=function(t){return arguments.length?i.response(null==(r=t)?a:o(t)):r},i}function a(t){return i.parse(t.responseText)}function o(t){return function(e){return i.parse(e.responseText,t)}}function s(e){return e.map(l).join(t)}function l(t){return r.test(t)?&#x27;&quot;&#x27;+t.replace(/\\&quot;/g,&#x27;&quot;&quot;&#x27;)+&#x27;&quot;&#x27;:t}return i.parse=function(t,e){var r;return i.parseRows(t,function(t,n){if(r)return r(t,n-1);var i=new Function(&quot;d&quot;,&quot;return {&quot;+t.map(function(t,e){return JSON.stringify(t)+&quot;: d[&quot;+e+&quot;]&quot;}).join(&quot;,&quot;)+&quot;}&quot;);r=e?function(t,r){return e(i(t),r)}:i})},i.parseRows=function(t,e){var r,i,a={},o={},s=[],l=t.length,u=0,c=0;function f(){if(u&gt;=l)return o;if(i)return i=!1,a;var e=u;if(34===t.charCodeAt(e)){for(var r=e;r++&lt;l;)if(34===t.charCodeAt(r)){if(34!==t.charCodeAt(r+1))break;++r}return u=r+2,13===(s=t.charCodeAt(r+1))?(i=!0,10===t.charCodeAt(r+2)&amp;&amp;++u):10===s&amp;&amp;(i=!0),t.slice(e+1,r).replace(/&quot;&quot;/g,&#x27;&quot;&#x27;)}for(;u&lt;l;){var s,c=1;if(10===(s=t.charCodeAt(u++)))i=!0;else if(13===s)i=!0,10===t.charCodeAt(u)&amp;&amp;(++u,++c);else if(s!==n)continue;return t.slice(e,u-c)}return t.slice(e)}for(;(r=f())!==o;){for(var h=[];r!==a&amp;&amp;r!==o;)h.push(r),r=f();e&amp;&amp;null==(h=e(h,c++))||s.push(h)}return s},i.format=function(e){if(Array.isArray(e[0]))return i.formatRows(e);var r=new C,n=[];return e.forEach(function(t){for(var e in t)r.has(e)||n.push(r.add(e))}),[n.map(l).join(t)].concat(e.map(function(e){return n.map(function(t){return l(e[t])}).join(t)})).join(&quot;\\n&quot;)},i.formatRows=function(t){return t.map(s).join(&quot;\\n&quot;)},i},t.csv=t.dsv(&quot;,&quot;,&quot;text/csv&quot;),t.tsv=t.dsv(&quot;\\t&quot;,&quot;text/tab-separated-values&quot;);var be,xe,_e,we,Ae=this[P(this,&quot;requestAnimationFrame&quot;)]||function(t){setTimeout(t,17)};function Me(t,e,r){var n=arguments.length;n&lt;2&amp;&amp;(e=0),n&lt;3&amp;&amp;(r=Date.now());var i={c:t,t:r+e,n:null};return xe?xe.n=i:be=i,xe=i,_e||(we=clearTimeout(we),_e=1,Ae(Te)),i}function Te(){var t=ke(),e=Ee()-t;e&gt;24?(isFinite(e)&amp;&amp;(clearTimeout(we),we=setTimeout(Te,e)),_e=0):(_e=1,Ae(Te))}function ke(){for(var t=Date.now(),e=be;e;)t&gt;=e.t&amp;&amp;e.c(t-e.t)&amp;&amp;(e.c=null),e=e.n;return t}function Ee(){for(var t,e=be,r=1/0;e;)e.c?(e.t&lt;r&amp;&amp;(r=e.t),e=(t=e).n):e=t?t.n=e.n:be=e.n;return xe=t,r}function Le(t,e){return e-(t?Math.ceil(Math.log(t)/Math.LN10):1)}t.timer=function(){Me.apply(this,arguments)},t.timer.flush=function(){ke(),Ee()},t.round=function(t,e){return e?Math.round(t*(e=Math.pow(10,e)))/e:Math.round(t)};var Se=[&quot;y&quot;,&quot;z&quot;,&quot;a&quot;,&quot;f&quot;,&quot;p&quot;,&quot;n&quot;,&quot;\\xb5&quot;,&quot;m&quot;,&quot;&quot;,&quot;k&quot;,&quot;M&quot;,&quot;G&quot;,&quot;T&quot;,&quot;P&quot;,&quot;E&quot;,&quot;Z&quot;,&quot;Y&quot;].map(function(t,e){var r=Math.pow(10,3*y(8-e));return{scale:e&gt;8?function(t){return t/r}:function(t){return t*r},symbol:t}});t.formatPrefix=function(e,r){var n=0;return(e=+e)&amp;&amp;(e&lt;0&amp;&amp;(e*=-1),r&amp;&amp;(e=t.round(e,Le(e,r))),n=1+Math.floor(1e-12+Math.log(e)/Math.LN10),n=Math.max(-24,Math.min(24,3*Math.floor((n-1)/3)))),Se[8+n/3]};var Ce=/(?:([^{])?([&lt;&gt;=^]))?([+\\- ])?([$#])?(0)?(\\d+)?(,)?(\\.-?\\d+)?([a-z%])?/i,Oe=t.map({b:function(t){return t.toString(2)},c:function(t){return String.fromCharCode(t)},o:function(t){return t.toString(8)},x:function(t){return t.toString(16)},X:function(t){return t.toString(16).toUpperCase()},g:function(t,e){return t.toPrecision(e)},e:function(t,e){return t.toExponential(e)},f:function(t,e){return t.toFixed(e)},r:function(e,r){return(e=t.round(e,Le(e,r))).toFixed(Math.max(0,Math.min(20,Le(e*(1+1e-15),r))))}});function Re(t){return t+&quot;&quot;}var Pe=t.time={},ze=Date;function Ie(){this._=new Date(arguments.length&gt;1?Date.UTC.apply(this,arguments):arguments[0])}Ie.prototype={getDate:function(){return this._.getUTCDate()},getDay:function(){return this._.getUTCDay()},getFullYear:function(){return this._.getUTCFullYear()},getHours:function(){return this._.getUTCHours()},getMilliseconds:function(){return this._.getUTCMilliseconds()},getMinutes:function(){return this._.getUTCMinutes()},getMonth:function(){return this._.getUTCMonth()},getSeconds:function(){return this._.getUTCSeconds()},getTime:function(){return this._.getTime()},getTimezoneOffset:function(){return 0},valueOf:function(){return this._.valueOf()},setDate:function(){Ne.setUTCDate.apply(this._,arguments)},setDay:function(){Ne.setUTCDay.apply(this._,arguments)},setFullYear:function(){Ne.setUTCFullYear.apply(this._,arguments)},setHours:function(){Ne.setUTCHours.apply(this._,arguments)},setMilliseconds:function(){Ne.setUTCMilliseconds.apply(this._,arguments)},setMinutes:function(){Ne.setUTCMinutes.apply(this._,arguments)},setMonth:function(){Ne.setUTCMonth.apply(this._,arguments)},setSeconds:function(){Ne.setUTCSeconds.apply(this._,arguments)},setTime:function(){Ne.setTime.apply(this._,arguments)}};var Ne=Date.prototype;function De(t,e,r){function n(e){var r=t(e),n=a(r,1);return e-r&lt;n-e?r:n}function i(r){return e(r=t(new ze(r-1)),1),r}function a(t,r){return e(t=new ze(+t),r),t}function o(t,n,a){var o=i(t),s=[];if(a&gt;1)for(;o&lt;n;)r(o)%a||s.push(new Date(+o)),e(o,1);else for(;o&lt;n;)s.push(new Date(+o)),e(o,1);return s}t.floor=t,t.round=n,t.ceil=i,t.offset=a,t.range=o;var s=t.utc=Fe(t);return s.floor=s,s.round=Fe(n),s.ceil=Fe(i),s.offset=Fe(a),s.range=function(t,e,r){try{ze=Ie;var n=new Ie;return n._=t,o(n,e,r)}finally{ze=Date}},t}function Fe(t){return function(e,r){try{ze=Ie;var n=new Ie;return n._=e,t(n,r)._}finally{ze=Date}}}Pe.year=De(function(t){return(t=Pe.day(t)).setMonth(0,1),t},function(t,e){t.setFullYear(t.getFullYear()+e)},function(t){return t.getFullYear()}),Pe.years=Pe.year.range,Pe.years.utc=Pe.year.utc.range,Pe.day=De(function(t){var e=new ze(2e3,0);return e.setFullYear(t.getFullYear(),t.getMonth(),t.getDate()),e},function(t,e){t.setDate(t.getDate()+e)},function(t){return t.getDate()-1}),Pe.days=Pe.day.range,Pe.days.utc=Pe.day.utc.range,Pe.dayOfYear=function(t){var e=Pe.year(t);return Math.floor((t-e-6e4*(t.getTimezoneOffset()-e.getTimezoneOffset()))/864e5)},[&quot;sunday&quot;,&quot;monday&quot;,&quot;tuesday&quot;,&quot;wednesday&quot;,&quot;thursday&quot;,&quot;friday&quot;,&quot;saturday&quot;].forEach(function(t,e){e=7-e;var r=Pe[t]=De(function(t){return(t=Pe.day(t)).setDate(t.getDate()-(t.getDay()+e)%7),t},function(t,e){t.setDate(t.getDate()+7*Math.floor(e))},function(t){var r=Pe.year(t).getDay();return Math.floor((Pe.dayOfYear(t)+(r+e)%7)/7)-(r!==e)});Pe[t+&quot;s&quot;]=r.range,Pe[t+&quot;s&quot;].utc=r.utc.range,Pe[t+&quot;OfYear&quot;]=function(t){var r=Pe.year(t).getDay();return Math.floor((Pe.dayOfYear(t)+(r+e)%7)/7)}}),Pe.week=Pe.sunday,Pe.weeks=Pe.sunday.range,Pe.weeks.utc=Pe.sunday.utc.range,Pe.weekOfYear=Pe.sundayOfYear;var je={&quot;-&quot;:&quot;&quot;,_:&quot; &quot;,0:&quot;0&quot;},Be=/^\\s*\\d+/,Ue=/^%/;function Ve(t,e,r){var n=t&lt;0?&quot;-&quot;:&quot;&quot;,i=(n?-t:t)+&quot;&quot;,a=i.length;return n+(a&lt;r?new Array(r-a+1).join(e)+i:i)}function He(e){return new RegExp(&quot;^(?:&quot;+e.map(t.requote).join(&quot;|&quot;)+&quot;)&quot;,&quot;i&quot;)}function qe(t){for(var e=new x,r=-1,n=t.length;++r&lt;n;)e.set(t[r].toLowerCase(),r);return e}function Ge(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+1));return n?(t.w=+n[0],r+n[0].length):-1}function Xe(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r));return n?(t.U=+n[0],r+n[0].length):-1}function We(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r));return n?(t.W=+n[0],r+n[0].length):-1}function Ye(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+4));return n?(t.y=+n[0],r+n[0].length):-1}function Ze(t,e,r){Be.lastIndex=0;var n,i=Be.exec(e.slice(r,r+2));return i?(t.y=(n=+i[0])+(n&gt;68?1900:2e3),r+i[0].length):-1}function Qe(t,e,r){return/^[+-]\\d{4}$/.test(e=e.slice(r,r+5))?(t.Z=-e,r+5):-1}function $e(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.m=n[0]-1,r+n[0].length):-1}function Je(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.d=+n[0],r+n[0].length):-1}function Ke(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+3));return n?(t.j=+n[0],r+n[0].length):-1}function tr(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.H=+n[0],r+n[0].length):-1}function er(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.M=+n[0],r+n[0].length):-1}function rr(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+2));return n?(t.S=+n[0],r+n[0].length):-1}function nr(t,e,r){Be.lastIndex=0;var n=Be.exec(e.slice(r,r+3));return n?(t.L=+n[0],r+n[0].length):-1}function ir(t){var e=t.getTimezoneOffset(),r=e&gt;0?&quot;-&quot;:&quot;+&quot;,n=y(e)/60|0,i=y(e)%60;return r+Ve(n,&quot;0&quot;,2)+Ve(i,&quot;0&quot;,2)}function ar(t,e,r){Ue.lastIndex=0;var n=Ue.exec(e.slice(r,r+1));return n?r+n[0].length:-1}function or(t){for(var e=t.length,r=-1;++r&lt;e;)t[r][0]=this(t[r][0]);return function(e){for(var r=0,n=t[r];!n[1](e);)n=t[++r];return n[0](e)}}t.locale=function(e){return{numberFormat:function(e){var r=e.decimal,n=e.thousands,i=e.grouping,a=e.currency,o=i&amp;&amp;n?function(t,e){for(var r=t.length,a=[],o=0,s=i[0],l=0;r&gt;0&amp;&amp;s&gt;0&amp;&amp;(l+s+1&gt;e&amp;&amp;(s=Math.max(1,e-l)),a.push(t.substring(r-=s,r+s)),!((l+=s+1)&gt;e));)s=i[o=(o+1)%i.length];return a.reverse().join(n)}:O;return function(e){var n=Ce.exec(e),i=n[1]||&quot; &quot;,s=n[2]||&quot;&gt;&quot;,l=n[3]||&quot;-&quot;,u=n[4]||&quot;&quot;,c=n[5],f=+n[6],h=n[7],d=n[8],p=n[9],g=1,v=&quot;&quot;,m=&quot;&quot;,y=!1,b=!0;switch(d&amp;&amp;(d=+d.substring(1)),(c||&quot;0&quot;===i&amp;&amp;&quot;=&quot;===s)&amp;&amp;(c=i=&quot;0&quot;,s=&quot;=&quot;),p){case&quot;n&quot;:h=!0,p=&quot;g&quot;;break;case&quot;%&quot;:g=100,m=&quot;%&quot;,p=&quot;f&quot;;break;case&quot;p&quot;:g=100,m=&quot;%&quot;,p=&quot;r&quot;;break;case&quot;b&quot;:case&quot;o&quot;:case&quot;x&quot;:case&quot;X&quot;:&quot;#&quot;===u&amp;&amp;(v=&quot;0&quot;+p.toLowerCase());case&quot;c&quot;:b=!1;case&quot;d&quot;:y=!0,d=0;break;case&quot;s&quot;:g=-1,p=&quot;r&quot;}&quot;$&quot;===u&amp;&amp;(v=a[0],m=a[1]),&quot;r&quot;!=p||d||(p=&quot;g&quot;),null!=d&amp;&amp;(&quot;g&quot;==p?d=Math.max(1,Math.min(21,d)):&quot;e&quot;!=p&amp;&amp;&quot;f&quot;!=p||(d=Math.max(0,Math.min(20,d)))),p=Oe.get(p)||Re;var x=c&amp;&amp;h;return function(e){var n=m;if(y&amp;&amp;e%1)return&quot;&quot;;var a=e&lt;0||0===e&amp;&amp;1/e&lt;0?(e=-e,&quot;-&quot;):&quot;-&quot;===l?&quot;&quot;:l;if(g&lt;0){var u=t.formatPrefix(e,d);e=u.scale(e),n=u.symbol+m}else e*=g;var _,w,A=(e=p(e,d)).lastIndexOf(&quot;.&quot;);if(A&lt;0){var M=b?e.lastIndexOf(&quot;e&quot;):-1;M&lt;0?(_=e,w=&quot;&quot;):(_=e.substring(0,M),w=e.substring(M))}else _=e.substring(0,A),w=r+e.substring(A+1);!c&amp;&amp;h&amp;&amp;(_=o(_,1/0));var T=v.length+_.length+w.length+(x?0:a.length),k=T&lt;f?new Array(T=f-T+1).join(i):&quot;&quot;;return x&amp;&amp;(_=o(k+_,k.length?f-w.length:1/0)),a+=v,e=_+w,(&quot;&lt;&quot;===s?a+e+k:&quot;&gt;&quot;===s?k+a+e:&quot;^&quot;===s?k.substring(0,T&gt;&gt;=1)+a+e+k.substring(T):a+(x?e:k+e))+n}}}(e),timeFormat:function(e){var r=e.dateTime,n=e.date,i=e.time,a=e.periods,o=e.days,s=e.shortDays,l=e.months,u=e.shortMonths;function c(t){var e=t.length;function r(r){for(var n,i,a,o=[],s=-1,l=0;++s&lt;e;)37===t.charCodeAt(s)&amp;&amp;(o.push(t.slice(l,s)),null!=(i=je[n=t.charAt(++s)])&amp;&amp;(n=t.charAt(++s)),(a=_[n])&amp;&amp;(n=a(r,null==i?&quot;e&quot;===n?&quot; &quot;:&quot;0&quot;:i)),o.push(n),l=s+1);return o.push(t.slice(l,s)),o.join(&quot;&quot;)}return r.parse=function(e){var r={y:1900,m:0,d:1,H:0,M:0,S:0,L:0,Z:null};if(f(r,t,e,0)!=e.length)return null;&quot;p&quot;in r&amp;&amp;(r.H=r.H%12+12*r.p);var n=null!=r.Z&amp;&amp;ze!==Ie,i=new(n?Ie:ze);return&quot;j&quot;in r?i.setFullYear(r.y,0,r.j):&quot;W&quot;in r||&quot;U&quot;in r?(&quot;w&quot;in r||(r.w=&quot;W&quot;in r?1:0),i.setFullYear(r.y,0,1),i.setFullYear(r.y,0,&quot;W&quot;in r?(r.w+6)%7+7*r.W-(i.getDay()+5)%7:r.w+7*r.U-(i.getDay()+6)%7)):i.setFullYear(r.y,r.m,r.d),i.setHours(r.H+(r.Z/100|0),r.M+r.Z%100,r.S,r.L),n?i._:i},r.toString=function(){return t},r}function f(t,e,r,n){for(var i,a,o,s=0,l=e.length,u=r.length;s&lt;l;){if(n&gt;=u)return-1;if(37===(i=e.charCodeAt(s++))){if(o=e.charAt(s++),!(a=w[o in je?e.charAt(s++):o])||(n=a(t,r,n))&lt;0)return-1}else if(i!=r.charCodeAt(n++))return-1}return n}c.utc=function(t){var e=c(t);function r(t){try{var r=new(ze=Ie);return r._=t,e(r)}finally{ze=Date}}return r.parse=function(t){try{ze=Ie;var r=e.parse(t);return r&amp;&amp;r._}finally{ze=Date}},r.toString=e.toString,r},c.multi=c.utc.multi=or;var h=t.map(),d=He(o),p=qe(o),g=He(s),v=qe(s),m=He(l),y=qe(l),b=He(u),x=qe(u);a.forEach(function(t,e){h.set(t.toLowerCase(),e)});var _={a:function(t){return s[t.getDay()]},A:function(t){return o[t.getDay()]},b:function(t){return u[t.getMonth()]},B:function(t){return l[t.getMonth()]},c:c(r),d:function(t,e){return Ve(t.getDate(),e,2)},e:function(t,e){return Ve(t.getDate(),e,2)},H:function(t,e){return Ve(t.getHours(),e,2)},I:function(t,e){return Ve(t.getHours()%12||12,e,2)},j:function(t,e){return Ve(1+Pe.dayOfYear(t),e,3)},L:function(t,e){return Ve(t.getMilliseconds(),e,3)},m:function(t,e){return Ve(t.getMonth()+1,e,2)},M:function(t,e){return Ve(t.getMinutes(),e,2)},p:function(t){return a[+(t.getHours()&gt;=12)]},S:function(t,e){return Ve(t.getSeconds(),e,2)},U:function(t,e){return Ve(Pe.sundayOfYear(t),e,2)},w:function(t){return t.getDay()},W:function(t,e){return Ve(Pe.mondayOfYear(t),e,2)},x:c(n),X:c(i),y:function(t,e){return Ve(t.getFullYear()%100,e,2)},Y:function(t,e){return Ve(t.getFullYear()%1e4,e,4)},Z:ir,&quot;%&quot;:function(){return&quot;%&quot;}},w={a:function(t,e,r){g.lastIndex=0;var n=g.exec(e.slice(r));return n?(t.w=v.get(n[0].toLowerCase()),r+n[0].length):-1},A:function(t,e,r){d.lastIndex=0;var n=d.exec(e.slice(r));return n?(t.w=p.get(n[0].toLowerCase()),r+n[0].length):-1},b:function(t,e,r){b.lastIndex=0;var n=b.exec(e.slice(r));return n?(t.m=x.get(n[0].toLowerCase()),r+n[0].length):-1},B:function(t,e,r){m.lastIndex=0;var n=m.exec(e.slice(r));return n?(t.m=y.get(n[0].toLowerCase()),r+n[0].length):-1},c:function(t,e,r){return f(t,_.c.toString(),e,r)},d:Je,e:Je,H:tr,I:tr,j:Ke,L:nr,m:$e,M:er,p:function(t,e,r){var n=h.get(e.slice(r,r+=2).toLowerCase());return null==n?-1:(t.p=n,r)},S:rr,U:Xe,w:Ge,W:We,x:function(t,e,r){return f(t,_.x.toString(),e,r)},X:function(t,e,r){return f(t,_.X.toString(),e,r)},y:Ze,Y:Ye,Z:Qe,&quot;%&quot;:ar};return c}(e)}};var sr=t.locale({decimal:&quot;.&quot;,thousands:&quot;,&quot;,grouping:[3],currency:[&quot;$&quot;,&quot;&quot;],dateTime:&quot;%a %b %e %X %Y&quot;,date:&quot;%m/%d/%Y&quot;,time:&quot;%H:%M:%S&quot;,periods:[&quot;AM&quot;,&quot;PM&quot;],days:[&quot;Sunday&quot;,&quot;Monday&quot;,&quot;Tuesday&quot;,&quot;Wednesday&quot;,&quot;Thursday&quot;,&quot;Friday&quot;,&quot;Saturday&quot;],shortDays:[&quot;Sun&quot;,&quot;Mon&quot;,&quot;Tue&quot;,&quot;Wed&quot;,&quot;Thu&quot;,&quot;Fri&quot;,&quot;Sat&quot;],months:[&quot;January&quot;,&quot;February&quot;,&quot;March&quot;,&quot;April&quot;,&quot;May&quot;,&quot;June&quot;,&quot;July&quot;,&quot;August&quot;,&quot;September&quot;,&quot;October&quot;,&quot;November&quot;,&quot;December&quot;],shortMonths:[&quot;Jan&quot;,&quot;Feb&quot;,&quot;Mar&quot;,&quot;Apr&quot;,&quot;May&quot;,&quot;Jun&quot;,&quot;Jul&quot;,&quot;Aug&quot;,&quot;Sep&quot;,&quot;Oct&quot;,&quot;Nov&quot;,&quot;Dec&quot;]});function lr(){}t.format=sr.numberFormat,t.geo={},lr.prototype={s:0,t:0,add:function(t){cr(t,this.t,ur),cr(ur.s,this.s,this),this.s?this.t+=ur.t:this.s=ur.t},reset:function(){this.s=this.t=0},valueOf:function(){return this.s}};var ur=new lr;function cr(t,e,r){var n=r.s=t+e,i=n-t,a=n-i;r.t=t-a+(e-i)}function fr(t,e){t&amp;&amp;dr.hasOwnProperty(t.type)&amp;&amp;dr[t.type](t,e)}t.geo.stream=function(t,e){t&amp;&amp;hr.hasOwnProperty(t.type)?hr[t.type](t,e):fr(t,e)};var hr={Feature:function(t,e){fr(t.geometry,e)},FeatureCollection:function(t,e){for(var r=t.features,n=-1,i=r.length;++n&lt;i;)fr(r[n].geometry,e)}},dr={Sphere:function(t,e){e.sphere()},Point:function(t,e){t=t.coordinates,e.point(t[0],t[1],t[2])},MultiPoint:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n&lt;i;)t=r[n],e.point(t[0],t[1],t[2])},LineString:function(t,e){pr(t.coordinates,e,0)},MultiLineString:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n&lt;i;)pr(r[n],e,0)},Polygon:function(t,e){gr(t.coordinates,e)},MultiPolygon:function(t,e){for(var r=t.coordinates,n=-1,i=r.length;++n&lt;i;)gr(r[n],e)},GeometryCollection:function(t,e){for(var r=t.geometries,n=-1,i=r.length;++n&lt;i;)fr(r[n],e)}};function pr(t,e,r){var n,i=-1,a=t.length-r;for(e.lineStart();++i&lt;a;)n=t[i],e.point(n[0],n[1],n[2]);e.lineEnd()}function gr(t,e){var r=-1,n=t.length;for(e.polygonStart();++r&lt;n;)pr(t[r],e,1);e.polygonEnd()}t.geo.area=function(e){return vr=0,t.geo.stream(e,Sr),vr};var vr,mr,yr,br,xr,_r,wr,Ar,Mr,Tr,kr,Er,Lr=new lr,Sr={sphere:function(){vr+=4*Tt},point:I,lineStart:I,lineEnd:I,polygonStart:function(){Lr.reset(),Sr.lineStart=Cr},polygonEnd:function(){var t=2*Lr;vr+=t&lt;0?4*Tt+t:t,Sr.lineStart=Sr.lineEnd=Sr.point=I}};function Cr(){var t,e,r,n,i;function a(t,e){e=e*St/2+Tt/4;var a=(t*=St)-r,o=a&gt;=0?1:-1,s=o*a,l=Math.cos(e),u=Math.sin(e),c=i*u,f=n*l+c*Math.cos(s),h=c*o*Math.sin(s);Lr.add(Math.atan2(h,f)),r=t,n=l,i=u}Sr.point=function(o,s){Sr.point=a,r=(t=o)*St,n=Math.cos(s=(e=s)*St/2+Tt/4),i=Math.sin(s)},Sr.lineEnd=function(){a(t,e)}}function Or(t){var e=t[0],r=t[1],n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}function Rr(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]}function Pr(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}function zr(t,e){t[0]+=e[0],t[1]+=e[1],t[2]+=e[2]}function Ir(t,e){return[t[0]*e,t[1]*e,t[2]*e]}function Nr(t){var e=Math.sqrt(t[0]*t[0]+t[1]*t[1]+t[2]*t[2]);t[0]/=e,t[1]/=e,t[2]/=e}function Dr(t){return[Math.atan2(t[1],t[0]),zt(t[2])]}function Fr(t,e){return y(t[0]-e[0])&lt;At&amp;&amp;y(t[1]-e[1])&lt;At}t.geo.bounds=function(){var e,r,n,i,a,o,s,l,u,c,f,h={point:d,lineStart:g,lineEnd:v,polygonStart:function(){h.point=m,h.lineStart=b,h.lineEnd=x,u=0,Sr.polygonStart()},polygonEnd:function(){Sr.polygonEnd(),h.point=d,h.lineStart=g,h.lineEnd=v,Lr&lt;0?(e=-(n=180),r=-(i=90)):u&gt;At?i=90:u&lt;-At&amp;&amp;(r=-90),f[0]=e,f[1]=n}};function d(t,a){c.push(f=[e=t,n=t]),a&lt;r&amp;&amp;(r=a),a&gt;i&amp;&amp;(i=a)}function p(t,o){var s=Or([t*St,o*St]);if(l){var u=Pr(l,s),c=Pr([u[1],-u[0],0],u);Nr(c),c=Dr(c);var f=t-a,h=f&gt;0?1:-1,p=c[0]*Ct*h,g=y(f)&gt;180;if(g^(h*a&lt;p&amp;&amp;p&lt;h*t))(v=c[1]*Ct)&gt;i&amp;&amp;(i=v);else if(g^(h*a&lt;(p=(p+360)%360-180)&amp;&amp;p&lt;h*t)){var v;(v=-c[1]*Ct)&lt;r&amp;&amp;(r=v)}else o&lt;r&amp;&amp;(r=o),o&gt;i&amp;&amp;(i=o);g?t&lt;a?_(e,t)&gt;_(e,n)&amp;&amp;(n=t):_(t,n)&gt;_(e,n)&amp;&amp;(e=t):n&gt;=e?(t&lt;e&amp;&amp;(e=t),t&gt;n&amp;&amp;(n=t)):t&gt;a?_(e,t)&gt;_(e,n)&amp;&amp;(n=t):_(t,n)&gt;_(e,n)&amp;&amp;(e=t)}else d(t,o);l=s,a=t}function g(){h.point=p}function v(){f[0]=e,f[1]=n,h.point=d,l=null}function m(t,e){if(l){var r=t-a;u+=y(r)&gt;180?r+(r&gt;0?360:-360):r}else o=t,s=e;Sr.point(t,e),p(t,e)}function b(){Sr.lineStart()}function x(){m(o,s),Sr.lineEnd(),y(u)&gt;At&amp;&amp;(e=-(n=180)),f[0]=e,f[1]=n,l=null}function _(t,e){return(e-=t)&lt;0?e+360:e}function w(t,e){return t[0]-e[0]}function A(t,e){return e[0]&lt;=e[1]?e[0]&lt;=t&amp;&amp;t&lt;=e[1]:t&lt;e[0]||e[1]&lt;t}return function(a){if(i=n=-(e=r=1/0),c=[],t.geo.stream(a,h),u=c.length){c.sort(w);for(var o=1,s=[g=c[0]];o&lt;u;++o)A((d=c[o])[0],g)||A(d[1],g)?(_(g[0],d[1])&gt;_(g[0],g[1])&amp;&amp;(g[1]=d[1]),_(d[0],g[1])&gt;_(g[0],g[1])&amp;&amp;(g[0]=d[0])):s.push(g=d);for(var l,u,d,p=-1/0,g=(o=0,s[u=s.length-1]);o&lt;=u;g=d,++o)d=s[o],(l=_(g[1],d[0]))&gt;p&amp;&amp;(p=l,e=d[0],n=g[1])}return c=f=null,e===1/0||r===1/0?[[NaN,NaN],[NaN,NaN]]:[[e,r],[n,i]]}}(),t.geo.centroid=function(e){mr=yr=br=xr=_r=wr=Ar=Mr=Tr=kr=Er=0,t.geo.stream(e,jr);var r=Tr,n=kr,i=Er,a=r*r+n*n+i*i;return a&lt;Mt&amp;&amp;(r=wr,n=Ar,i=Mr,yr&lt;At&amp;&amp;(r=br,n=xr,i=_r),(a=r*r+n*n+i*i)&lt;Mt)?[NaN,NaN]:[Math.atan2(n,r)*Ct,zt(i/Math.sqrt(a))*Ct]};var jr={sphere:I,point:Br,lineStart:Vr,lineEnd:Hr,polygonStart:function(){jr.lineStart=qr},polygonEnd:function(){jr.lineStart=Vr}};function Br(t,e){t*=St;var r=Math.cos(e*=St);Ur(r*Math.cos(t),r*Math.sin(t),Math.sin(e))}function Ur(t,e,r){br+=(t-br)/++mr,xr+=(e-xr)/mr,_r+=(r-_r)/mr}function Vr(){var t,e,r;function n(n,i){n*=St;var a=Math.cos(i*=St),o=a*Math.cos(n),s=a*Math.sin(n),l=Math.sin(i),u=Math.atan2(Math.sqrt((u=e*l-r*s)*u+(u=r*o-t*l)*u+(u=t*s-e*o)*u),t*o+e*s+r*l);yr+=u,wr+=u*(t+(t=o)),Ar+=u*(e+(e=s)),Mr+=u*(r+(r=l)),Ur(t,e,r)}jr.point=function(i,a){i*=St;var o=Math.cos(a*=St);t=o*Math.cos(i),e=o*Math.sin(i),r=Math.sin(a),jr.point=n,Ur(t,e,r)}}function Hr(){jr.point=Br}function qr(){var t,e,r,n,i;function a(t,e){t*=St;var a=Math.cos(e*=St),o=a*Math.cos(t),s=a*Math.sin(t),l=Math.sin(e),u=n*l-i*s,c=i*o-r*l,f=r*s-n*o,h=Math.sqrt(u*u+c*c+f*f),d=r*o+n*s+i*l,p=h&amp;&amp;-Pt(d)/h,g=Math.atan2(h,d);Tr+=p*u,kr+=p*c,Er+=p*f,yr+=g,wr+=g*(r+(r=o)),Ar+=g*(n+(n=s)),Mr+=g*(i+(i=l)),Ur(r,n,i)}jr.point=function(o,s){t=o,e=s,jr.point=a,o*=St;var l=Math.cos(s*=St);r=l*Math.cos(o),n=l*Math.sin(o),i=Math.sin(s),Ur(r,n,i)},jr.lineEnd=function(){a(t,e),jr.lineEnd=Hr,jr.point=Br}}function Gr(t,e){function r(r,n){return r=t(r,n),e(r[0],r[1])}return t.invert&amp;&amp;e.invert&amp;&amp;(r.invert=function(r,n){return(r=e.invert(r,n))&amp;&amp;t.invert(r[0],r[1])}),r}function Xr(){return!0}function Wr(t,e,r,n,i){var a=[],o=[];if(t.forEach(function(t){if(!((e=t.length-1)&lt;=0)){var e,r=t[0],n=t[e];if(Fr(r,n)){i.lineStart();for(var s=0;s&lt;e;++s)i.point((r=t[s])[0],r[1]);i.lineEnd()}else{var l=new Zr(r,t,null,!0),u=new Zr(r,null,l,!1);l.o=u,a.push(l),o.push(u),l=new Zr(n,t,null,!1),u=new Zr(n,null,l,!0),l.o=u,a.push(l),o.push(u)}}}),o.sort(e),Yr(a),Yr(o),a.length){for(var s=0,l=r,u=o.length;s&lt;u;++s)o[s].e=l=!l;for(var c,f,h=a[0];;){for(var d=h,p=!0;d.v;)if((d=d.n)===h)return;c=d.z,i.lineStart();do{if(d.v=d.o.v=!0,d.e){if(p)for(s=0,u=c.length;s&lt;u;++s)i.point((f=c[s])[0],f[1]);else n(d.x,d.n.x,1,i);d=d.n}else{if(p)for(s=(c=d.p.z).length-1;s&gt;=0;--s)i.point((f=c[s])[0],f[1]);else n(d.x,d.p.x,-1,i);d=d.p}c=(d=d.o).z,p=!p}while(!d.v);i.lineEnd()}}}function Yr(t){if(e=t.length){for(var e,r,n=0,i=t[0];++n&lt;e;)i.n=r=t[n],r.p=i,i=r;i.n=r=t[0],r.p=i}}function Zr(t,e,r,n){this.x=t,this.z=e,this.o=r,this.e=n,this.v=!1,this.n=this.p=null}function Qr(e,r,n,i){return function(a,o){var s,l=r(o),u=a.invert(i[0],i[1]),c={point:f,lineStart:d,lineEnd:p,polygonStart:function(){c.point=x,c.lineStart=_,c.lineEnd=w,s=[],g=[]},polygonEnd:function(){c.point=f,c.lineStart=d,c.lineEnd=p,s=t.merge(s);var e=function(t,e){var r=t[0],n=t[1],i=[Math.sin(r),-Math.cos(r),0],a=0,o=0;Lr.reset();for(var s=0,l=e.length;s&lt;l;++s){var u=e[s],c=u.length;if(c)for(var f=u[0],h=f[0],d=f[1]/2+Tt/4,p=Math.sin(d),g=Math.cos(d),v=1;;){v===c&amp;&amp;(v=0);var m=(t=u[v])[0],y=t[1]/2+Tt/4,b=Math.sin(y),x=Math.cos(y),_=m-h,w=_&gt;=0?1:-1,A=w*_,M=A&gt;Tt,T=p*b;if(Lr.add(Math.atan2(T*w*Math.sin(A),g*x+T*Math.cos(A))),a+=M?_+w*kt:_,M^h&gt;=r^m&gt;=r){var k=Pr(Or(f),Or(t));Nr(k);var E=Pr(i,k);Nr(E);var L=(M^_&gt;=0?-1:1)*zt(E[2]);(n&gt;L||n===L&amp;&amp;(k[0]||k[1]))&amp;&amp;(o+=M^_&gt;=0?1:-1)}if(!v++)break;h=m,p=b,g=x,f=t}}return(a&lt;-At||a&lt;At&amp;&amp;Lr&lt;-At)^1&amp;o}(u,g);s.length?(b||(o.polygonStart(),b=!0),Wr(s,Kr,e,n,o)):e&amp;&amp;(b||(o.polygonStart(),b=!0),o.lineStart(),n(null,null,1,o),o.lineEnd()),b&amp;&amp;(o.polygonEnd(),b=!1),s=g=null},sphere:function(){o.polygonStart(),o.lineStart(),n(null,null,1,o),o.lineEnd(),o.polygonEnd()}};function f(t,r){var n=a(t,r);e(t=n[0],r=n[1])&amp;&amp;o.point(t,r)}function h(t,e){var r=a(t,e);l.point(r[0],r[1])}function d(){c.point=h,l.lineStart()}function p(){c.point=f,l.lineEnd()}var g,v,m=Jr(),y=r(m),b=!1;function x(t,e){v.push([t,e]);var r=a(t,e);y.point(r[0],r[1])}function _(){y.lineStart(),v=[]}function w(){x(v[0][0],v[0][1]),y.lineEnd();var t,e=y.clean(),r=m.buffer(),n=r.length;if(v.pop(),g.push(v),v=null,n)if(1&amp;e){var i,a=-1;if((n=(t=r[0]).length-1)&gt;0){for(b||(o.polygonStart(),b=!0),o.lineStart();++a&lt;n;)o.point((i=t[a])[0],i[1]);o.lineEnd()}}else n&gt;1&amp;&amp;2&amp;e&amp;&amp;r.push(r.pop().concat(r.shift())),s.push(r.filter($r))}return c}}function $r(t){return t.length&gt;1}function Jr(){var t,e=[];return{lineStart:function(){e.push(t=[])},point:function(e,r){t.push([e,r])},lineEnd:I,buffer:function(){var r=e;return e=[],t=null,r},rejoin:function(){e.length&gt;1&amp;&amp;e.push(e.pop().concat(e.shift()))}}}function Kr(t,e){return((t=t.x)[0]&lt;0?t[1]-Lt-At:Lt-t[1])-((e=e.x)[0]&lt;0?e[1]-Lt-At:Lt-e[1])}var tn=Qr(Xr,function(t){var e,r=NaN,n=NaN,i=NaN;return{lineStart:function(){t.lineStart(),e=1},point:function(a,o){var s=a&gt;0?Tt:-Tt,l=y(a-r);y(l-Tt)&lt;At?(t.point(r,n=(n+o)/2&gt;0?Lt:-Lt),t.point(i,n),t.lineEnd(),t.lineStart(),t.point(s,n),t.point(a,n),e=0):i!==s&amp;&amp;l&gt;=Tt&amp;&amp;(y(r-i)&lt;At&amp;&amp;(r-=i*At),y(a-s)&lt;At&amp;&amp;(a-=s*At),n=function(t,e,r,n){var i,a,o=Math.sin(t-r);return y(o)&gt;At?Math.atan((Math.sin(e)*(a=Math.cos(n))*Math.sin(r)-Math.sin(n)*(i=Math.cos(e))*Math.sin(t))/(i*a*o)):(e+n)/2}(r,n,a,o),t.point(i,n),t.lineEnd(),t.lineStart(),t.point(s,n),e=0),t.point(r=a,n=o),i=s},lineEnd:function(){t.lineEnd(),r=n=NaN},clean:function(){return 2-e}}},function(t,e,r,n){var i;if(null==t)i=r*Lt,n.point(-Tt,i),n.point(0,i),n.point(Tt,i),n.point(Tt,0),n.point(Tt,-i),n.point(0,-i),n.point(-Tt,-i),n.point(-Tt,0),n.point(-Tt,i);else if(y(t[0]-e[0])&gt;At){var a=t[0]&lt;e[0]?Tt:-Tt;i=r*a/2,n.point(-a,i),n.point(0,i),n.point(a,i)}else n.point(e[0],e[1])},[-Tt,-Tt/2]);function en(t,e,r,n){return function(i){var a,o=i.a,s=i.b,l=o.x,u=o.y,c=0,f=1,h=s.x-l,d=s.y-u;if(a=t-l,h||!(a&gt;0)){if(a/=h,h&lt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}else if(h&gt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}if(a=r-l,h||!(a&lt;0)){if(a/=h,h&lt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}else if(h&gt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}if(a=e-u,d||!(a&gt;0)){if(a/=d,d&lt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}else if(d&gt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}if(a=n-u,d||!(a&lt;0)){if(a/=d,d&lt;0){if(a&gt;f)return;a&gt;c&amp;&amp;(c=a)}else if(d&gt;0){if(a&lt;c)return;a&lt;f&amp;&amp;(f=a)}return c&gt;0&amp;&amp;(i.a={x:l+c*h,y:u+c*d}),f&lt;1&amp;&amp;(i.b={x:l+f*h,y:u+f*d}),i}}}}}}var rn=1e9;function nn(e,r,n,i){return function(l){var u,c,f,h,d,p,g,v,m,y,b,x=l,_=Jr(),w=en(e,r,n,i),A={point:k,lineStart:function(){A.point=E,c&amp;&amp;c.push(f=[]);y=!0,m=!1,g=v=NaN},lineEnd:function(){u&amp;&amp;(E(h,d),p&amp;&amp;m&amp;&amp;_.rejoin(),u.push(_.buffer()));A.point=k,m&amp;&amp;l.lineEnd()},polygonStart:function(){l=_,u=[],c=[],b=!0},polygonEnd:function(){l=x,u=t.merge(u);var r=function(t){for(var e=0,r=c.length,n=t[1],i=0;i&lt;r;++i)for(var a,o=1,s=c[i],l=s.length,u=s[0];o&lt;l;++o)a=s[o],u[1]&lt;=n?a[1]&gt;n&amp;&amp;Rt(u,a,t)&gt;0&amp;&amp;++e:a[1]&lt;=n&amp;&amp;Rt(u,a,t)&lt;0&amp;&amp;--e,u=a;return 0!==e}([e,i]),n=b&amp;&amp;r,a=u.length;(n||a)&amp;&amp;(l.polygonStart(),n&amp;&amp;(l.lineStart(),M(null,null,1,l),l.lineEnd()),a&amp;&amp;Wr(u,o,r,M,l),l.polygonEnd()),u=c=f=null}};function M(t,o,l,u){var c=0,f=0;if(null==t||(c=a(t,l))!==(f=a(o,l))||s(t,o)&lt;0^l&gt;0)do{u.point(0===c||3===c?e:n,c&gt;1?i:r)}while((c=(c+l+4)%4)!==f);else u.point(o[0],o[1])}function T(t,a){return e&lt;=t&amp;&amp;t&lt;=n&amp;&amp;r&lt;=a&amp;&amp;a&lt;=i}function k(t,e){T(t,e)&amp;&amp;l.point(t,e)}function E(t,e){var r=T(t=Math.max(-rn,Math.min(rn,t)),e=Math.max(-rn,Math.min(rn,e)));if(c&amp;&amp;f.push([t,e]),y)h=t,d=e,p=r,y=!1,r&amp;&amp;(l.lineStart(),l.point(t,e));else if(r&amp;&amp;m)l.point(t,e);else{var n={a:{x:g,y:v},b:{x:t,y:e}};w(n)?(m||(l.lineStart(),l.point(n.a.x,n.a.y)),l.point(n.b.x,n.b.y),r||l.lineEnd(),b=!1):r&amp;&amp;(l.lineStart(),l.point(t,e),b=!1)}g=t,v=e,m=r}return A};function a(t,i){return y(t[0]-e)&lt;At?i&gt;0?0:3:y(t[0]-n)&lt;At?i&gt;0?2:1:y(t[1]-r)&lt;At?i&gt;0?1:0:i&gt;0?3:2}function o(t,e){return s(t.x,e.x)}function s(t,e){var r=a(t,1),n=a(e,1);return r!==n?r-n:0===r?e[1]-t[1]:1===r?t[0]-e[0]:2===r?t[1]-e[1]:e[0]-t[0]}}function an(t){var e=0,r=Tt/3,n=Sn(t),i=n(e,r);return i.parallels=function(t){return arguments.length?n(e=t[0]*Tt/180,r=t[1]*Tt/180):[e/Tt*180,r/Tt*180]},i}function on(t,e){var r=Math.sin(t),n=(r+Math.sin(e))/2,i=1+r*(2*n-r),a=Math.sqrt(i)/n;function o(t,e){var r=Math.sqrt(i-2*n*Math.sin(e))/n;return[r*Math.sin(t*=n),a-r*Math.cos(t)]}return o.invert=function(t,e){var r=a-e;return[Math.atan2(t,r)/n,zt((i-(t*t+r*r)*n*n)/(2*n))]},o}t.geo.clipExtent=function(){var t,e,r,n,i,a,o={stream:function(t){return i&amp;&amp;(i.valid=!1),(i=a(t)).valid=!0,i},extent:function(s){return arguments.length?(a=nn(t=+s[0][0],e=+s[0][1],r=+s[1][0],n=+s[1][1]),i&amp;&amp;(i.valid=!1,i=null),o):[[t,e],[r,n]]}};return o.extent([[0,0],[960,500]])},(t.geo.conicEqualArea=function(){return an(on)}).raw=on,t.geo.albers=function(){return t.geo.conicEqualArea().rotate([96,0]).center([-.6,38.7]).parallels([29.5,45.5]).scale(1070)},t.geo.albersUsa=function(){var e,r,n,i,a=t.geo.albers(),o=t.geo.conicEqualArea().rotate([154,0]).center([-2,58.5]).parallels([55,65]),s=t.geo.conicEqualArea().rotate([157,0]).center([-3,19.9]).parallels([8,18]),l={point:function(t,r){e=[t,r]}};function u(t){var a=t[0],o=t[1];return e=null,r(a,o),e||(n(a,o),e)||i(a,o),e}return u.invert=function(t){var e=a.scale(),r=a.translate(),n=(t[0]-r[0])/e,i=(t[1]-r[1])/e;return(i&gt;=.12&amp;&amp;i&lt;.234&amp;&amp;n&gt;=-.425&amp;&amp;n&lt;-.214?o:i&gt;=.166&amp;&amp;i&lt;.234&amp;&amp;n&gt;=-.214&amp;&amp;n&lt;-.115?s:a).invert(t)},u.stream=function(t){var e=a.stream(t),r=o.stream(t),n=s.stream(t);return{point:function(t,i){e.point(t,i),r.point(t,i),n.point(t,i)},sphere:function(){e.sphere(),r.sphere(),n.sphere()},lineStart:function(){e.lineStart(),r.lineStart(),n.lineStart()},lineEnd:function(){e.lineEnd(),r.lineEnd(),n.lineEnd()},polygonStart:function(){e.polygonStart(),r.polygonStart(),n.polygonStart()},polygonEnd:function(){e.polygonEnd(),r.polygonEnd(),n.polygonEnd()}}},u.precision=function(t){return arguments.length?(a.precision(t),o.precision(t),s.precision(t),u):a.precision()},u.scale=function(t){return arguments.length?(a.scale(t),o.scale(.35*t),s.scale(t),u.translate(a.translate())):a.scale()},u.translate=function(t){if(!arguments.length)return a.translate();var e=a.scale(),c=+t[0],f=+t[1];return r=a.translate(t).clipExtent([[c-.455*e,f-.238*e],[c+.455*e,f+.238*e]]).stream(l).point,n=o.translate([c-.307*e,f+.201*e]).clipExtent([[c-.425*e+At,f+.12*e+At],[c-.214*e-At,f+.234*e-At]]).stream(l).point,i=s.translate([c-.205*e,f+.212*e]).clipExtent([[c-.214*e+At,f+.166*e+At],[c-.115*e-At,f+.234*e-At]]).stream(l).point,u},u.scale(1070)};var sn,ln,un,cn,fn,hn,dn={point:I,lineStart:I,lineEnd:I,polygonStart:function(){ln=0,dn.lineStart=pn},polygonEnd:function(){dn.lineStart=dn.lineEnd=dn.point=I,sn+=y(ln/2)}};function pn(){var t,e,r,n;function i(t,e){ln+=n*t-r*e,r=t,n=e}dn.point=function(a,o){dn.point=i,t=r=a,e=n=o},dn.lineEnd=function(){i(t,e)}}var gn={point:function(t,e){t&lt;un&amp;&amp;(un=t);t&gt;fn&amp;&amp;(fn=t);e&lt;cn&amp;&amp;(cn=e);e&gt;hn&amp;&amp;(hn=e)},lineStart:I,lineEnd:I,polygonStart:I,polygonEnd:I};function vn(){var t=mn(4.5),e=[],r={point:n,lineStart:function(){r.point=i},lineEnd:o,polygonStart:function(){r.lineEnd=s},polygonEnd:function(){r.lineEnd=o,r.point=n},pointRadius:function(e){return t=mn(e),r},result:function(){if(e.length){var t=e.join(&quot;&quot;);return e=[],t}}};function n(r,n){e.push(&quot;M&quot;,r,&quot;,&quot;,n,t)}function i(t,n){e.push(&quot;M&quot;,t,&quot;,&quot;,n),r.point=a}function a(t,r){e.push(&quot;L&quot;,t,&quot;,&quot;,r)}function o(){r.point=n}function s(){e.push(&quot;Z&quot;)}return r}function mn(t){return&quot;m0,&quot;+t+&quot;a&quot;+t+&quot;,&quot;+t+&quot; 0 1,1 0,&quot;+-2*t+&quot;a&quot;+t+&quot;,&quot;+t+&quot; 0 1,1 0,&quot;+2*t+&quot;z&quot;}var yn,bn={point:xn,lineStart:_n,lineEnd:wn,polygonStart:function(){bn.lineStart=An},polygonEnd:function(){bn.point=xn,bn.lineStart=_n,bn.lineEnd=wn}};function xn(t,e){br+=t,xr+=e,++_r}function _n(){var t,e;function r(r,n){var i=r-t,a=n-e,o=Math.sqrt(i*i+a*a);wr+=o*(t+r)/2,Ar+=o*(e+n)/2,Mr+=o,xn(t=r,e=n)}bn.point=function(n,i){bn.point=r,xn(t=n,e=i)}}function wn(){bn.point=xn}function An(){var t,e,r,n;function i(t,e){var i=t-r,a=e-n,o=Math.sqrt(i*i+a*a);wr+=o*(r+t)/2,Ar+=o*(n+e)/2,Mr+=o,Tr+=(o=n*t-r*e)*(r+t),kr+=o*(n+e),Er+=3*o,xn(r=t,n=e)}bn.point=function(a,o){bn.point=i,xn(t=r=a,e=n=o)},bn.lineEnd=function(){i(t,e)}}function Mn(t){var e=4.5,r={point:n,lineStart:function(){r.point=i},lineEnd:o,polygonStart:function(){r.lineEnd=s},polygonEnd:function(){r.lineEnd=o,r.point=n},pointRadius:function(t){return e=t,r},result:I};function n(r,n){t.moveTo(r+e,n),t.arc(r,n,e,0,kt)}function i(e,n){t.moveTo(e,n),r.point=a}function a(e,r){t.lineTo(e,r)}function o(){r.point=n}function s(){t.closePath()}return r}function Tn(t){var e=.5,r=Math.cos(30*St),n=16;function i(e){return(n?function(e){var r,i,o,s,l,u,c,f,h,d,p,g,v={point:m,lineStart:y,lineEnd:x,polygonStart:function(){e.polygonStart(),v.lineStart=_},polygonEnd:function(){e.polygonEnd(),v.lineStart=y}};function m(r,n){r=t(r,n),e.point(r[0],r[1])}function y(){f=NaN,v.point=b,e.lineStart()}function b(r,i){var o=Or([r,i]),s=t(r,i);a(f,h,c,d,p,g,f=s[0],h=s[1],c=r,d=o[0],p=o[1],g=o[2],n,e),e.point(f,h)}function x(){v.point=m,e.lineEnd()}function _(){y(),v.point=w,v.lineEnd=A}function w(t,e){b(r=t,e),i=f,o=h,s=d,l=p,u=g,v.point=b}function A(){a(f,h,c,d,p,g,i,o,r,s,l,u,n,e),v.lineEnd=x,x()}return v}:function(e){return En(e,function(r,n){r=t(r,n),e.point(r[0],r[1])})})(e)}function a(n,i,o,s,l,u,c,f,h,d,p,g,v,m){var b=c-n,x=f-i,_=b*b+x*x;if(_&gt;4*e&amp;&amp;v--){var w=s+d,A=l+p,M=u+g,T=Math.sqrt(w*w+A*A+M*M),k=Math.asin(M/=T),E=y(y(M)-1)&lt;At||y(o-h)&lt;At?(o+h)/2:Math.atan2(A,w),L=t(E,k),S=L[0],C=L[1],O=S-n,R=C-i,P=x*O-b*R;(P*P/_&gt;e||y((b*O+x*R)/_-.5)&gt;.3||s*d+l*p+u*g&lt;r)&amp;&amp;(a(n,i,o,s,l,u,S,C,E,w/=T,A/=T,M,v,m),m.point(S,C),a(S,C,E,w,A,M,c,f,h,d,p,g,v,m))}}return i.precision=function(t){return arguments.length?(n=(e=t*t)&gt;0&amp;&amp;16,i):Math.sqrt(e)},i}function kn(t){this.stream=t}function En(t,e){return{point:e,sphere:function(){t.sphere()},lineStart:function(){t.lineStart()},lineEnd:function(){t.lineEnd()},polygonStart:function(){t.polygonStart()},polygonEnd:function(){t.polygonEnd()}}}function Ln(t){return Sn(function(){return t})()}function Sn(e){var r,n,i,a,o,s,l=Tn(function(t,e){return[(t=r(t,e))[0]*u+a,o-t[1]*u]}),u=150,c=480,f=250,h=0,d=0,p=0,g=0,v=0,m=tn,b=O,x=null,_=null;function w(t){return[(t=i(t[0]*St,t[1]*St))[0]*u+a,o-t[1]*u]}function A(t){return(t=i.invert((t[0]-a)/u,(o-t[1])/u))&amp;&amp;[t[0]*Ct,t[1]*Ct]}function M(){i=Gr(n=Pn(p,g,v),r);var t=r(h,d);return a=c-t[0]*u,o=f+t[1]*u,T()}function T(){return s&amp;&amp;(s.valid=!1,s=null),w}return w.stream=function(t){return s&amp;&amp;(s.valid=!1),(s=Cn(m(n,l(b(t))))).valid=!0,s},w.clipAngle=function(t){return arguments.length?(m=null==t?(x=t,tn):function(t){var e=Math.cos(t),r=e&gt;0,n=y(e)&gt;At;return Qr(i,function(t){var e,s,l,u,c;return{lineStart:function(){u=l=!1,c=1},point:function(f,h){var d,p=[f,h],g=i(f,h),v=r?g?0:o(f,h):g?o(f+(f&lt;0?Tt:-Tt),h):0;if(!e&amp;&amp;(u=l=g)&amp;&amp;t.lineStart(),g!==l&amp;&amp;(d=a(e,p),(Fr(e,d)||Fr(p,d))&amp;&amp;(p[0]+=At,p[1]+=At,g=i(p[0],p[1]))),g!==l)c=0,g?(t.lineStart(),d=a(p,e),t.point(d[0],d[1])):(d=a(e,p),t.point(d[0],d[1]),t.lineEnd()),e=d;else if(n&amp;&amp;e&amp;&amp;r^g){var m;v&amp;s||!(m=a(p,e,!0))||(c=0,r?(t.lineStart(),t.point(m[0][0],m[0][1]),t.point(m[1][0],m[1][1]),t.lineEnd()):(t.point(m[1][0],m[1][1]),t.lineEnd(),t.lineStart(),t.point(m[0][0],m[0][1])))}!g||e&amp;&amp;Fr(e,p)||t.point(p[0],p[1]),e=p,l=g,s=v},lineEnd:function(){l&amp;&amp;t.lineEnd(),e=null},clean:function(){return c|(u&amp;&amp;l)&lt;&lt;1}}},Dn(t,6*St),r?[0,-t]:[-Tt,t-Tt]);function i(t,r){return Math.cos(t)*Math.cos(r)&gt;e}function a(t,r,n){var i=[1,0,0],a=Pr(Or(t),Or(r)),o=Rr(a,a),s=a[0],l=o-s*s;if(!l)return!n&amp;&amp;t;var u=e*o/l,c=-e*s/l,f=Pr(i,a),h=Ir(i,u);zr(h,Ir(a,c));var d=f,p=Rr(h,d),g=Rr(d,d),v=p*p-g*(Rr(h,h)-1);if(!(v&lt;0)){var m=Math.sqrt(v),b=Ir(d,(-p-m)/g);if(zr(b,h),b=Dr(b),!n)return b;var x,_=t[0],w=r[0],A=t[1],M=r[1];w&lt;_&amp;&amp;(x=_,_=w,w=x);var T=w-_,k=y(T-Tt)&lt;At;if(!k&amp;&amp;M&lt;A&amp;&amp;(x=A,A=M,M=x),k||T&lt;At?k?A+M&gt;0^b[1]&lt;(y(b[0]-_)&lt;At?A:M):A&lt;=b[1]&amp;&amp;b[1]&lt;=M:T&gt;Tt^(_&lt;=b[0]&amp;&amp;b[0]&lt;=w)){var E=Ir(d,(-p+m)/g);return zr(E,h),[b,Dr(E)]}}}function o(e,n){var i=r?t:Tt-t,a=0;return e&lt;-i?a|=1:e&gt;i&amp;&amp;(a|=2),n&lt;-i?a|=4:n&gt;i&amp;&amp;(a|=8),a}}((x=+t)*St),T()):x},w.clipExtent=function(t){return arguments.length?(_=t,b=t?nn(t[0][0],t[0][1],t[1][0],t[1][1]):O,T()):_},w.scale=function(t){return arguments.length?(u=+t,M()):u},w.translate=function(t){return arguments.length?(c=+t[0],f=+t[1],M()):[c,f]},w.center=function(t){return arguments.length?(h=t[0]%360*St,d=t[1]%360*St,M()):[h*Ct,d*Ct]},w.rotate=function(t){return arguments.length?(p=t[0]%360*St,g=t[1]%360*St,v=t.length&gt;2?t[2]%360*St:0,M()):[p*Ct,g*Ct,v*Ct]},t.rebind(w,l,&quot;precision&quot;),function(){return r=e.apply(this,arguments),w.invert=r.invert&amp;&amp;A,M()}}function Cn(t){return En(t,function(e,r){t.point(e*St,r*St)})}function On(t,e){return[t,e]}function Rn(t,e){return[t&gt;Tt?t-kt:t&lt;-Tt?t+kt:t,e]}function Pn(t,e,r){return t?e||r?Gr(In(t),Nn(e,r)):In(t):e||r?Nn(e,r):Rn}function zn(t){return function(e,r){return[(e+=t)&gt;Tt?e-kt:e&lt;-Tt?e+kt:e,r]}}function In(t){var e=zn(t);return e.invert=zn(-t),e}function Nn(t,e){var r=Math.cos(t),n=Math.sin(t),i=Math.cos(e),a=Math.sin(e);function o(t,e){var o=Math.cos(e),s=Math.cos(t)*o,l=Math.sin(t)*o,u=Math.sin(e),c=u*r+s*n;return[Math.atan2(l*i-c*a,s*r-u*n),zt(c*i+l*a)]}return o.invert=function(t,e){var o=Math.cos(e),s=Math.cos(t)*o,l=Math.sin(t)*o,u=Math.sin(e),c=u*i-l*a;return[Math.atan2(l*i+u*a,s*r+c*n),zt(c*r-s*n)]},o}function Dn(t,e){var r=Math.cos(t),n=Math.sin(t);return function(i,a,o,s){var l=o*e;null!=i?(i=Fn(r,i),a=Fn(r,a),(o&gt;0?i&lt;a:i&gt;a)&amp;&amp;(i+=o*kt)):(i=t+o*kt,a=t-.5*l);for(var u,c=i;o&gt;0?c&gt;a:c&lt;a;c-=l)s.point((u=Dr([r,-n*Math.cos(c),-n*Math.sin(c)]))[0],u[1])}}function Fn(t,e){var r=Or(e);r[0]-=t,Nr(r);var n=Pt(-r[1]);return((-r[2]&lt;0?-n:n)+2*Math.PI-At)%(2*Math.PI)}function jn(e,r,n){var i=t.range(e,r-At,n).concat(r);return function(t){return i.map(function(e){return[t,e]})}}function Bn(e,r,n){var i=t.range(e,r-At,n).concat(r);return function(t){return i.map(function(e){return[e,t]})}}function Un(t){return t.source}function Vn(t){return t.target}t.geo.path=function(){var e,r,n,i,a,o=4.5;function s(e){return e&amp;&amp;(&quot;function&quot;==typeof o&amp;&amp;i.pointRadius(+o.apply(this,arguments)),a&amp;&amp;a.valid||(a=n(i)),t.geo.stream(e,a)),i.result()}function l(){return a=null,s}return s.area=function(e){return sn=0,t.geo.stream(e,n(dn)),sn},s.centroid=function(e){return br=xr=_r=wr=Ar=Mr=Tr=kr=Er=0,t.geo.stream(e,n(bn)),Er?[Tr/Er,kr/Er]:Mr?[wr/Mr,Ar/Mr]:_r?[br/_r,xr/_r]:[NaN,NaN]},s.bounds=function(e){return fn=hn=-(un=cn=1/0),t.geo.stream(e,n(gn)),[[un,cn],[fn,hn]]},s.projection=function(t){return arguments.length?(n=(e=t)?t.stream||(r=t,i=Tn(function(t,e){return r([t*Ct,e*Ct])}),function(t){return Cn(i(t))}):O,l()):e;var r,i},s.context=function(t){return arguments.length?(i=null==(r=t)?new vn:new Mn(t),&quot;function&quot;!=typeof o&amp;&amp;i.pointRadius(o),l()):r},s.pointRadius=function(t){return arguments.length?(o=&quot;function&quot;==typeof t?t:(i.pointRadius(+t),+t),s):o},s.projection(t.geo.albersUsa()).context(null)},t.geo.transform=function(t){return{stream:function(e){var r=new kn(e);for(var n in t)r[n]=t[n];return r}}},kn.prototype={point:function(t,e){this.stream.point(t,e)},sphere:function(){this.stream.sphere()},lineStart:function(){this.stream.lineStart()},lineEnd:function(){this.stream.lineEnd()},polygonStart:function(){this.stream.polygonStart()},polygonEnd:function(){this.stream.polygonEnd()}},t.geo.projection=Ln,t.geo.projectionMutator=Sn,(t.geo.equirectangular=function(){return Ln(On)}).raw=On.invert=On,t.geo.rotation=function(t){function e(e){return(e=t(e[0]*St,e[1]*St))[0]*=Ct,e[1]*=Ct,e}return t=Pn(t[0]%360*St,t[1]*St,t.length&gt;2?t[2]*St:0),e.invert=function(e){return(e=t.invert(e[0]*St,e[1]*St))[0]*=Ct,e[1]*=Ct,e},e},Rn.invert=On,t.geo.circle=function(){var t,e,r=[0,0],n=6;function i(){var t=&quot;function&quot;==typeof r?r.apply(this,arguments):r,n=Pn(-t[0]*St,-t[1]*St,0).invert,i=[];return e(null,null,1,{point:function(t,e){i.push(t=n(t,e)),t[0]*=Ct,t[1]*=Ct}}),{type:&quot;Polygon&quot;,coordinates:[i]}}return i.origin=function(t){return arguments.length?(r=t,i):r},i.angle=function(r){return arguments.length?(e=Dn((t=+r)*St,n*St),i):t},i.precision=function(r){return arguments.length?(e=Dn(t*St,(n=+r)*St),i):n},i.angle(90)},t.geo.distance=function(t,e){var r,n=(e[0]-t[0])*St,i=t[1]*St,a=e[1]*St,o=Math.sin(n),s=Math.cos(n),l=Math.sin(i),u=Math.cos(i),c=Math.sin(a),f=Math.cos(a);return Math.atan2(Math.sqrt((r=f*o)*r+(r=u*c-l*f*s)*r),l*c+u*f*s)},t.geo.graticule=function(){var e,r,n,i,a,o,s,l,u,c,f,h,d=10,p=d,g=90,v=360,m=2.5;function b(){return{type:&quot;MultiLineString&quot;,coordinates:x()}}function x(){return t.range(Math.ceil(i/g)*g,n,g).map(f).concat(t.range(Math.ceil(l/v)*v,s,v).map(h)).concat(t.range(Math.ceil(r/d)*d,e,d).filter(function(t){return y(t%g)&gt;At}).map(u)).concat(t.range(Math.ceil(o/p)*p,a,p).filter(function(t){return y(t%v)&gt;At}).map(c))}return b.lines=function(){return x().map(function(t){return{type:&quot;LineString&quot;,coordinates:t}})},b.outline=function(){return{type:&quot;Polygon&quot;,coordinates:[f(i).concat(h(s).slice(1),f(n).reverse().slice(1),h(l).reverse().slice(1))]}},b.extent=function(t){return arguments.length?b.majorExtent(t).minorExtent(t):b.minorExtent()},b.majorExtent=function(t){return arguments.length?(i=+t[0][0],n=+t[1][0],l=+t[0][1],s=+t[1][1],i&gt;n&amp;&amp;(t=i,i=n,n=t),l&gt;s&amp;&amp;(t=l,l=s,s=t),b.precision(m)):[[i,l],[n,s]]},b.minorExtent=function(t){return arguments.length?(r=+t[0][0],e=+t[1][0],o=+t[0][1],a=+t[1][1],r&gt;e&amp;&amp;(t=r,r=e,e=t),o&gt;a&amp;&amp;(t=o,o=a,a=t),b.precision(m)):[[r,o],[e,a]]},b.step=function(t){return arguments.length?b.majorStep(t).minorStep(t):b.minorStep()},b.majorStep=function(t){return arguments.length?(g=+t[0],v=+t[1],b):[g,v]},b.minorStep=function(t){return arguments.length?(d=+t[0],p=+t[1],b):[d,p]},b.precision=function(t){return arguments.length?(m=+t,u=jn(o,a,90),c=Bn(r,e,m),f=jn(l,s,90),h=Bn(i,n,m),b):m},b.majorExtent([[-180,-90+At],[180,90-At]]).minorExtent([[-180,-80-At],[180,80+At]])},t.geo.greatArc=function(){var e,r,n=Un,i=Vn;function a(){return{type:&quot;LineString&quot;,coordinates:[e||n.apply(this,arguments),r||i.apply(this,arguments)]}}return a.distance=function(){return t.geo.distance(e||n.apply(this,arguments),r||i.apply(this,arguments))},a.source=function(t){return arguments.length?(n=t,e=&quot;function&quot;==typeof t?null:t,a):n},a.target=function(t){return arguments.length?(i=t,r=&quot;function&quot;==typeof t?null:t,a):i},a.precision=function(){return arguments.length?a:0},a},t.geo.interpolate=function(t,e){return r=t[0]*St,n=t[1]*St,i=e[0]*St,a=e[1]*St,o=Math.cos(n),s=Math.sin(n),l=Math.cos(a),u=Math.sin(a),c=o*Math.cos(r),f=o*Math.sin(r),h=l*Math.cos(i),d=l*Math.sin(i),p=2*Math.asin(Math.sqrt(Nt(a-n)+o*l*Nt(i-r))),g=1/Math.sin(p),(v=p?function(t){var e=Math.sin(t*=p)*g,r=Math.sin(p-t)*g,n=r*c+e*h,i=r*f+e*d,a=r*s+e*u;return[Math.atan2(i,n)*Ct,Math.atan2(a,Math.sqrt(n*n+i*i))*Ct]}:function(){return[r*Ct,n*Ct]}).distance=p,v;var r,n,i,a,o,s,l,u,c,f,h,d,p,g,v},t.geo.length=function(e){return yn=0,t.geo.stream(e,Hn),yn};var Hn={sphere:I,point:I,lineStart:function(){var t,e,r;function n(n,i){var a=Math.sin(i*=St),o=Math.cos(i),s=y((n*=St)-t),l=Math.cos(s);yn+=Math.atan2(Math.sqrt((s=o*Math.sin(s))*s+(s=r*a-e*o*l)*s),e*a+r*o*l),t=n,e=a,r=o}Hn.point=function(i,a){t=i*St,e=Math.sin(a*=St),r=Math.cos(a),Hn.point=n},Hn.lineEnd=function(){Hn.point=Hn.lineEnd=I}},lineEnd:I,polygonStart:I,polygonEnd:I};function qn(t,e){function r(e,r){var n=Math.cos(e),i=Math.cos(r),a=t(n*i);return[a*i*Math.sin(e),a*Math.sin(r)]}return r.invert=function(t,r){var n=Math.sqrt(t*t+r*r),i=e(n),a=Math.sin(i),o=Math.cos(i);return[Math.atan2(t*a,n*o),Math.asin(n&amp;&amp;r*a/n)]},r}var Gn=qn(function(t){return Math.sqrt(2/(1+t))},function(t){return 2*Math.asin(t/2)});(t.geo.azimuthalEqualArea=function(){return Ln(Gn)}).raw=Gn;var Xn=qn(function(t){var e=Math.acos(t);return e&amp;&amp;e/Math.sin(e)},O);function Wn(t,e){var r=Math.cos(t),n=function(t){return Math.tan(Tt/4+t/2)},i=t===e?Math.sin(t):Math.log(r/Math.cos(e))/Math.log(n(e)/n(t)),a=r*Math.pow(n(t),i)/i;if(!i)return Qn;function o(t,e){a&gt;0?e&lt;-Lt+At&amp;&amp;(e=-Lt+At):e&gt;Lt-At&amp;&amp;(e=Lt-At);var r=a/Math.pow(n(e),i);return[r*Math.sin(i*t),a-r*Math.cos(i*t)]}return o.invert=function(t,e){var r=a-e,n=Ot(i)*Math.sqrt(t*t+r*r);return[Math.atan2(t,r)/i,2*Math.atan(Math.pow(a/n,1/i))-Lt]},o}function Yn(t,e){var r=Math.cos(t),n=t===e?Math.sin(t):(r-Math.cos(e))/(e-t),i=r/n+t;if(y(n)&lt;At)return On;function a(t,e){var r=i-e;return[r*Math.sin(n*t),i-r*Math.cos(n*t)]}return a.invert=function(t,e){var r=i-e;return[Math.atan2(t,r)/n,i-Ot(n)*Math.sqrt(t*t+r*r)]},a}(t.geo.azimuthalEquidistant=function(){return Ln(Xn)}).raw=Xn,(t.geo.conicConformal=function(){return an(Wn)}).raw=Wn,(t.geo.conicEquidistant=function(){return an(Yn)}).raw=Yn;var Zn=qn(function(t){return 1/t},Math.atan);function Qn(t,e){return[t,Math.log(Math.tan(Tt/4+e/2))]}function $n(t){var e,r=Ln(t),n=r.scale,i=r.translate,a=r.clipExtent;return r.scale=function(){var t=n.apply(r,arguments);return t===r?e?r.clipExtent(null):r:t},r.translate=function(){var t=i.apply(r,arguments);return t===r?e?r.clipExtent(null):r:t},r.clipExtent=function(t){var o=a.apply(r,arguments);if(o===r){if(e=null==t){var s=Tt*n(),l=i();a([[l[0]-s,l[1]-s],[l[0]+s,l[1]+s]])}}else e&amp;&amp;(o=null);return o},r.clipExtent(null)}(t.geo.gnomonic=function(){return Ln(Zn)}).raw=Zn,Qn.invert=function(t,e){return[t,2*Math.atan(Math.exp(e))-Lt]},(t.geo.mercator=function(){return $n(Qn)}).raw=Qn;var Jn=qn(function(){return 1},Math.asin);(t.geo.orthographic=function(){return Ln(Jn)}).raw=Jn;var Kn=qn(function(t){return 1/(1+t)},function(t){return 2*Math.atan(t)});function ti(t,e){return[Math.log(Math.tan(Tt/4+e/2)),-t]}function ei(t){return t[0]}function ri(t){return t[1]}function ni(t){for(var e=t.length,r=[0,1],n=2,i=2;i&lt;e;i++){for(;n&gt;1&amp;&amp;Rt(t[r[n-2]],t[r[n-1]],t[i])&lt;=0;)--n;r[n++]=i}return r.slice(0,n)}function ii(t,e){return t[0]-e[0]||t[1]-e[1]}(t.geo.stereographic=function(){return Ln(Kn)}).raw=Kn,ti.invert=function(t,e){return[-e,2*Math.atan(Math.exp(t))-Lt]},(t.geo.transverseMercator=function(){var t=$n(ti),e=t.center,r=t.rotate;return t.center=function(t){return t?e([-t[1],t[0]]):[(t=e())[1],-t[0]]},t.rotate=function(t){return t?r([t[0],t[1],t.length&gt;2?t[2]+90:90]):[(t=r())[0],t[1],t[2]-90]},r([0,0,90])}).raw=ti,t.geom={},t.geom.hull=function(t){var e=ei,r=ri;if(arguments.length)return n(t);function n(t){if(t.length&lt;3)return[];var n,i=ve(e),a=ve(r),o=t.length,s=[],l=[];for(n=0;n&lt;o;n++)s.push([+i.call(this,t[n],n),+a.call(this,t[n],n),n]);for(s.sort(ii),n=0;n&lt;o;n++)l.push([s[n][0],-s[n][1]]);var u=ni(s),c=ni(l),f=c[0]===u[0],h=c[c.length-1]===u[u.length-1],d=[];for(n=u.length-1;n&gt;=0;--n)d.push(t[s[u[n]][2]]);for(n=+f;n&lt;c.length-h;++n)d.push(t[s[c[n]][2]]);return d}return n.x=function(t){return arguments.length?(e=t,n):e},n.y=function(t){return arguments.length?(r=t,n):r},n},t.geom.polygon=function(t){return V(t,ai),t};var ai=t.geom.polygon.prototype=[];function oi(t,e,r){return(r[0]-e[0])*(t[1]-e[1])&lt;(r[1]-e[1])*(t[0]-e[0])}function si(t,e,r,n){var i=t[0],a=r[0],o=e[0]-i,s=n[0]-a,l=t[1],u=r[1],c=e[1]-l,f=n[1]-u,h=(s*(l-u)-f*(i-a))/(f*o-s*c);return[i+h*o,l+h*c]}function li(t){var e=t[0],r=t[t.length-1];return!(e[0]-r[0]||e[1]-r[1])}ai.area=function(){for(var t,e=-1,r=this.length,n=this[r-1],i=0;++e&lt;r;)t=n,n=this[e],i+=t[1]*n[0]-t[0]*n[1];return.5*i},ai.centroid=function(t){var e,r,n=-1,i=this.length,a=0,o=0,s=this[i-1];for(arguments.length||(t=-1/(6*this.area()));++n&lt;i;)e=s,s=this[n],r=e[0]*s[1]-s[0]*e[1],a+=(e[0]+s[0])*r,o+=(e[1]+s[1])*r;return[a*t,o*t]},ai.clip=function(t){for(var e,r,n,i,a,o,s=li(t),l=-1,u=this.length-li(this),c=this[u-1];++l&lt;u;){for(e=t.slice(),t.length=0,i=this[l],a=e[(n=e.length-s)-1],r=-1;++r&lt;n;)oi(o=e[r],c,i)?(oi(a,c,i)||t.push(si(a,o,c,i)),t.push(o)):oi(a,c,i)&amp;&amp;t.push(si(a,o,c,i)),a=o;s&amp;&amp;t.push(t[0]),c=i}return t};var ui,ci,fi,hi,di,pi=[],gi=[];function vi(){zi(this),this.edge=this.site=this.circle=null}function mi(t){var e=pi.pop()||new vi;return e.site=t,e}function yi(t){Ei(t),fi.remove(t),pi.push(t),zi(t)}function bi(t){var e=t.circle,r=e.x,n=e.cy,i={x:r,y:n},a=t.P,o=t.N,s=[t];yi(t);for(var l=a;l.circle&amp;&amp;y(r-l.circle.x)&lt;At&amp;&amp;y(n-l.circle.cy)&lt;At;)a=l.P,s.unshift(l),yi(l),l=a;s.unshift(l),Ei(l);for(var u=o;u.circle&amp;&amp;y(r-u.circle.x)&lt;At&amp;&amp;y(n-u.circle.cy)&lt;At;)o=u.N,s.push(u),yi(u),u=o;s.push(u),Ei(u);var c,f=s.length;for(c=1;c&lt;f;++c)u=s[c],l=s[c-1],Oi(u.edge,l.site,u.site,i);l=s[0],(u=s[f-1]).edge=Ci(l.site,u.site,null,i),ki(l),ki(u)}function xi(t){for(var e,r,n,i,a=t.x,o=t.y,s=fi._;s;)if((n=_i(s,o)-a)&gt;At)s=s.L;else{if(!((i=a-wi(s,o))&gt;At)){n&gt;-At?(e=s.P,r=s):i&gt;-At?(e=s,r=s.N):e=r=s;break}if(!s.R){e=s;break}s=s.R}var l=mi(t);if(fi.insert(e,l),e||r){if(e===r)return Ei(e),r=mi(e.site),fi.insert(l,r),l.edge=r.edge=Ci(e.site,l.site),ki(e),void ki(r);if(r){Ei(e),Ei(r);var u=e.site,c=u.x,f=u.y,h=t.x-c,d=t.y-f,p=r.site,g=p.x-c,v=p.y-f,m=2*(h*v-d*g),y=h*h+d*d,b=g*g+v*v,x={x:(v*y-d*b)/m+c,y:(h*b-g*y)/m+f};Oi(r.edge,u,p,x),l.edge=Ci(u,t,null,x),r.edge=Ci(t,p,null,x),ki(e),ki(r)}else l.edge=Ci(e.site,l.site)}}function _i(t,e){var r=t.site,n=r.x,i=r.y,a=i-e;if(!a)return n;var o=t.P;if(!o)return-1/0;var s=(r=o.site).x,l=r.y,u=l-e;if(!u)return s;var c=s-n,f=1/a-1/u,h=c/u;return f?(-h+Math.sqrt(h*h-2*f*(c*c/(-2*u)-l+u/2+i-a/2)))/f+n:(n+s)/2}function wi(t,e){var r=t.N;if(r)return _i(r,e);var n=t.site;return n.y===e?n.x:1/0}function Ai(t){this.site=t,this.edges=[]}function Mi(t,e){return e.angle-t.angle}function Ti(){zi(this),this.x=this.y=this.arc=this.site=this.cy=null}function ki(t){var e=t.P,r=t.N;if(e&amp;&amp;r){var n=e.site,i=t.site,a=r.site;if(n!==a){var o=i.x,s=i.y,l=n.x-o,u=n.y-s,c=a.x-o,f=2*(l*(v=a.y-s)-u*c);if(!(f&gt;=-Mt)){var h=l*l+u*u,d=c*c+v*v,p=(v*h-u*d)/f,g=(l*d-c*h)/f,v=g+s,m=gi.pop()||new Ti;m.arc=t,m.site=i,m.x=p+o,m.y=v+Math.sqrt(p*p+g*g),m.cy=v,t.circle=m;for(var y=null,b=di._;b;)if(m.y&lt;b.y||m.y===b.y&amp;&amp;m.x&lt;=b.x){if(!b.L){y=b.P;break}b=b.L}else{if(!b.R){y=b;break}b=b.R}di.insert(y,m),y||(hi=m)}}}}function Ei(t){var e=t.circle;e&amp;&amp;(e.P||(hi=e.N),di.remove(e),gi.push(e),zi(e),t.circle=null)}function Li(t,e){var r=t.b;if(r)return!0;var n,i,a=t.a,o=e[0][0],s=e[1][0],l=e[0][1],u=e[1][1],c=t.l,f=t.r,h=c.x,d=c.y,p=f.x,g=f.y,v=(h+p)/2,m=(d+g)/2;if(g===d){if(v&lt;o||v&gt;=s)return;if(h&gt;p){if(a){if(a.y&gt;=u)return}else a={x:v,y:l};r={x:v,y:u}}else{if(a){if(a.y&lt;l)return}else a={x:v,y:u};r={x:v,y:l}}}else if(i=m-(n=(h-p)/(g-d))*v,n&lt;-1||n&gt;1)if(h&gt;p){if(a){if(a.y&gt;=u)return}else a={x:(l-i)/n,y:l};r={x:(u-i)/n,y:u}}else{if(a){if(a.y&lt;l)return}else a={x:(u-i)/n,y:u};r={x:(l-i)/n,y:l}}else if(d&lt;g){if(a){if(a.x&gt;=s)return}else a={x:o,y:n*o+i};r={x:s,y:n*s+i}}else{if(a){if(a.x&lt;o)return}else a={x:s,y:n*s+i};r={x:o,y:n*o+i}}return t.a=a,t.b=r,!0}function Si(t,e){this.l=t,this.r=e,this.a=this.b=null}function Ci(t,e,r,n){var i=new Si(t,e);return ui.push(i),r&amp;&amp;Oi(i,t,e,r),n&amp;&amp;Oi(i,e,t,n),ci[t.i].edges.push(new Ri(i,t,e)),ci[e.i].edges.push(new Ri(i,e,t)),i}function Oi(t,e,r,n){t.a||t.b?t.l===r?t.b=n:t.a=n:(t.a=n,t.l=e,t.r=r)}function Ri(t,e,r){var n=t.a,i=t.b;this.edge=t,this.site=e,this.angle=r?Math.atan2(r.y-e.y,r.x-e.x):t.l===e?Math.atan2(i.x-n.x,n.y-i.y):Math.atan2(n.x-i.x,i.y-n.y)}function Pi(){this._=null}function zi(t){t.U=t.C=t.L=t.R=t.P=t.N=null}function Ii(t,e){var r=e,n=e.R,i=r.U;i?i.L===r?i.L=n:i.R=n:t._=n,n.U=i,r.U=n,r.R=n.L,r.R&amp;&amp;(r.R.U=r),n.L=r}function Ni(t,e){var r=e,n=e.L,i=r.U;i?i.L===r?i.L=n:i.R=n:t._=n,n.U=i,r.U=n,r.L=n.R,r.L&amp;&amp;(r.L.U=r),n.R=r}function Di(t){for(;t.L;)t=t.L;return t}function Fi(t,e){var r,n,i,a=t.sort(ji).pop();for(ui=[],ci=new Array(t.length),fi=new Pi,di=new Pi;;)if(i=hi,a&amp;&amp;(!i||a.y&lt;i.y||a.y===i.y&amp;&amp;a.x&lt;i.x))a.x===r&amp;&amp;a.y===n||(ci[a.i]=new Ai(a),xi(a),r=a.x,n=a.y),a=t.pop();else{if(!i)break;bi(i.arc)}e&amp;&amp;(function(t){for(var e,r=ui,n=en(t[0][0],t[0][1],t[1][0],t[1][1]),i=r.length;i--;)(!Li(e=r[i],t)||!n(e)||y(e.a.x-e.b.x)&lt;At&amp;&amp;y(e.a.y-e.b.y)&lt;At)&amp;&amp;(e.a=e.b=null,r.splice(i,1))}(e),function(t){for(var e,r,n,i,a,o,s,l,u,c,f=t[0][0],h=t[1][0],d=t[0][1],p=t[1][1],g=ci,v=g.length;v--;)if((a=g[v])&amp;&amp;a.prepare())for(l=(s=a.edges).length,o=0;o&lt;l;)n=(c=s[o].end()).x,i=c.y,e=(u=s[++o%l].start()).x,r=u.y,(y(n-e)&gt;At||y(i-r)&gt;At)&amp;&amp;(s.splice(o,0,new Ri((m=a.site,b=c,x=y(n-f)&lt;At&amp;&amp;p-i&gt;At?{x:f,y:y(e-f)&lt;At?r:p}:y(i-p)&lt;At&amp;&amp;h-n&gt;At?{x:y(r-p)&lt;At?e:h,y:p}:y(n-h)&lt;At&amp;&amp;i-d&gt;At?{x:h,y:y(e-h)&lt;At?r:d}:y(i-d)&lt;At&amp;&amp;n-f&gt;At?{x:y(r-d)&lt;At?e:f,y:d}:null,_=void 0,_=new Si(m,null),_.a=b,_.b=x,ui.push(_),_),a.site,null)),++l);var m,b,x,_}(e));var o={cells:ci,edges:ui};return fi=di=ui=ci=null,o}function ji(t,e){return e.y-t.y||e.x-t.x}Ai.prototype.prepare=function(){for(var t,e=this.edges,r=e.length;r--;)(t=e[r].edge).b&amp;&amp;t.a||e.splice(r,1);return e.sort(Mi),e.length},Ri.prototype={start:function(){return this.edge.l===this.site?this.edge.a:this.edge.b},end:function(){return this.edge.l===this.site?this.edge.b:this.edge.a}},Pi.prototype={insert:function(t,e){var r,n,i;if(t){if(e.P=t,e.N=t.N,t.N&amp;&amp;(t.N.P=e),t.N=e,t.R){for(t=t.R;t.L;)t=t.L;t.L=e}else t.R=e;r=t}else this._?(t=Di(this._),e.P=null,e.N=t,t.P=t.L=e,r=t):(e.P=e.N=null,this._=e,r=null);for(e.L=e.R=null,e.U=r,e.C=!0,t=e;r&amp;&amp;r.C;)r===(n=r.U).L?(i=n.R)&amp;&amp;i.C?(r.C=i.C=!1,n.C=!0,t=n):(t===r.R&amp;&amp;(Ii(this,r),r=(t=r).U),r.C=!1,n.C=!0,Ni(this,n)):(i=n.L)&amp;&amp;i.C?(r.C=i.C=!1,n.C=!0,t=n):(t===r.L&amp;&amp;(Ni(this,r),r=(t=r).U),r.C=!1,n.C=!0,Ii(this,n)),r=t.U;this._.C=!1},remove:function(t){t.N&amp;&amp;(t.N.P=t.P),t.P&amp;&amp;(t.P.N=t.N),t.N=t.P=null;var e,r,n,i=t.U,a=t.L,o=t.R;if(r=a?o?Di(o):a:o,i?i.L===t?i.L=r:i.R=r:this._=r,a&amp;&amp;o?(n=r.C,r.C=t.C,r.L=a,a.U=r,r!==o?(i=r.U,r.U=t.U,t=r.R,i.L=t,r.R=o,o.U=r):(r.U=i,i=r,t=r.R)):(n=t.C,t=r),t&amp;&amp;(t.U=i),!n)if(t&amp;&amp;t.C)t.C=!1;else{do{if(t===this._)break;if(t===i.L){if((e=i.R).C&amp;&amp;(e.C=!1,i.C=!0,Ii(this,i),e=i.R),e.L&amp;&amp;e.L.C||e.R&amp;&amp;e.R.C){e.R&amp;&amp;e.R.C||(e.L.C=!1,e.C=!0,Ni(this,e),e=i.R),e.C=i.C,i.C=e.R.C=!1,Ii(this,i),t=this._;break}}else if((e=i.L).C&amp;&amp;(e.C=!1,i.C=!0,Ni(this,i),e=i.L),e.L&amp;&amp;e.L.C||e.R&amp;&amp;e.R.C){e.L&amp;&amp;e.L.C||(e.R.C=!1,e.C=!0,Ii(this,e),e=i.L),e.C=i.C,i.C=e.L.C=!1,Ni(this,i),t=this._;break}e.C=!0,t=i,i=i.U}while(!t.C);t&amp;&amp;(t.C=!1)}}},t.geom.voronoi=function(t){var e=ei,r=ri,n=e,i=r,a=Bi;if(t)return o(t);function o(t){var e=new Array(t.length),r=a[0][0],n=a[0][1],i=a[1][0],o=a[1][1];return Fi(s(t),a).cells.forEach(function(a,s){var l=a.edges,u=a.site;(e[s]=l.length?l.map(function(t){var e=t.start();return[e.x,e.y]}):u.x&gt;=r&amp;&amp;u.x&lt;=i&amp;&amp;u.y&gt;=n&amp;&amp;u.y&lt;=o?[[r,o],[i,o],[i,n],[r,n]]:[]).point=t[s]}),e}function s(t){return t.map(function(t,e){return{x:Math.round(n(t,e)/At)*At,y:Math.round(i(t,e)/At)*At,i:e}})}return o.links=function(t){return Fi(s(t)).edges.filter(function(t){return t.l&amp;&amp;t.r}).map(function(e){return{source:t[e.l.i],target:t[e.r.i]}})},o.triangles=function(t){var e=[];return Fi(s(t)).cells.forEach(function(r,n){for(var i,a,o,s,l=r.site,u=r.edges.sort(Mi),c=-1,f=u.length,h=u[f-1].edge,d=h.l===l?h.r:h.l;++c&lt;f;)h,i=d,d=(h=u[c].edge).l===l?h.r:h.l,n&lt;i.i&amp;&amp;n&lt;d.i&amp;&amp;(o=i,s=d,((a=l).x-s.x)*(o.y-a.y)-(a.x-o.x)*(s.y-a.y)&lt;0)&amp;&amp;e.push([t[n],t[i.i],t[d.i]])}),e},o.x=function(t){return arguments.length?(n=ve(e=t),o):e},o.y=function(t){return arguments.length?(i=ve(r=t),o):r},o.clipExtent=function(t){return arguments.length?(a=null==t?Bi:t,o):a===Bi?null:a},o.size=function(t){return arguments.length?o.clipExtent(t&amp;&amp;[[0,0],t]):a===Bi?null:a&amp;&amp;a[1]},o};var Bi=[[-1e6,-1e6],[1e6,1e6]];function Ui(t){return t.x}function Vi(t){return t.y}function Hi(e,r){e=t.rgb(e),r=t.rgb(r);var n=e.r,i=e.g,a=e.b,o=r.r-n,s=r.g-i,l=r.b-a;return function(t){return&quot;#&quot;+ue(Math.round(n+o*t))+ue(Math.round(i+s*t))+ue(Math.round(a+l*t))}}function qi(t,e){var r,n={},i={};for(r in t)r in e?n[r]=Zi(t[r],e[r]):i[r]=t[r];for(r in e)r in t||(i[r]=e[r]);return function(t){for(r in n)i[r]=n[r](t);return i}}function Gi(t,e){return t=+t,e=+e,function(r){return t*(1-r)+e*r}}function Xi(t,e){var r,n,i,a=Wi.lastIndex=Yi.lastIndex=0,o=-1,s=[],l=[];for(t+=&quot;&quot;,e+=&quot;&quot;;(r=Wi.exec(t))&amp;&amp;(n=Yi.exec(e));)(i=n.index)&gt;a&amp;&amp;(i=e.slice(a,i),s[o]?s[o]+=i:s[++o]=i),(r=r[0])===(n=n[0])?s[o]?s[o]+=n:s[++o]=n:(s[++o]=null,l.push({i:o,x:Gi(r,n)})),a=Yi.lastIndex;return a&lt;e.length&amp;&amp;(i=e.slice(a),s[o]?s[o]+=i:s[++o]=i),s.length&lt;2?l[0]?(e=l[0].x,function(t){return e(t)+&quot;&quot;}):function(){return e}:(e=l.length,function(t){for(var r,n=0;n&lt;e;++n)s[(r=l[n]).i]=r.x(t);return s.join(&quot;&quot;)})}t.geom.delaunay=function(e){return t.geom.voronoi().triangles(e)},t.geom.quadtree=function(t,e,r,n,i){var a,o=ei,s=ri;if(a=arguments.length)return o=Ui,s=Vi,3===a&amp;&amp;(i=r,n=e,r=e=0),l(t);function l(t){var l,u,c,f,h,d,p,g,v,m=ve(o),b=ve(s);if(null!=e)d=e,p=r,g=n,v=i;else if(g=v=-(d=p=1/0),u=[],c=[],h=t.length,a)for(f=0;f&lt;h;++f)(l=t[f]).x&lt;d&amp;&amp;(d=l.x),l.y&lt;p&amp;&amp;(p=l.y),l.x&gt;g&amp;&amp;(g=l.x),l.y&gt;v&amp;&amp;(v=l.y),u.push(l.x),c.push(l.y);else for(f=0;f&lt;h;++f){var x=+m(l=t[f],f),_=+b(l,f);x&lt;d&amp;&amp;(d=x),_&lt;p&amp;&amp;(p=_),x&gt;g&amp;&amp;(g=x),_&gt;v&amp;&amp;(v=_),u.push(x),c.push(_)}var w=g-d,A=v-p;function M(t,e,r,n,i,a,o,s){if(!isNaN(r)&amp;&amp;!isNaN(n))if(t.leaf){var l=t.x,u=t.y;if(null!=l)if(y(l-r)+y(u-n)&lt;.01)T(t,e,r,n,i,a,o,s);else{var c=t.point;t.x=t.y=t.point=null,T(t,c,l,u,i,a,o,s),T(t,e,r,n,i,a,o,s)}else t.x=r,t.y=n,t.point=e}else T(t,e,r,n,i,a,o,s)}function T(t,e,r,n,i,a,o,s){var l=.5*(i+o),u=.5*(a+s),c=r&gt;=l,f=n&gt;=u,h=f&lt;&lt;1|c;t.leaf=!1,c?i=l:o=l,f?a=u:s=u,M(t=t.nodes[h]||(t.nodes[h]={leaf:!0,nodes:[],point:null,x:null,y:null,add:function(t){M(k,t,+m(t,++f),+b(t,f),d,p,g,v)}}),e,r,n,i,a,o,s)}w&gt;A?v=p+w:g=d+A;var k={leaf:!0,nodes:[],point:null,x:null,y:null,add:function(t){M(k,t,+m(t,++f),+b(t,f),d,p,g,v)}};if(k.visit=function(t){!function t(e,r,n,i,a,o){if(!e(r,n,i,a,o)){var s=.5*(n+a),l=.5*(i+o),u=r.nodes;u[0]&amp;&amp;t(e,u[0],n,i,s,l),u[1]&amp;&amp;t(e,u[1],s,i,a,l),u[2]&amp;&amp;t(e,u[2],n,l,s,o),u[3]&amp;&amp;t(e,u[3],s,l,a,o)}}(t,k,d,p,g,v)},k.find=function(t){return function(t,e,r,n,i,a,o){var s,l=1/0;return function t(u,c,f,h,d){if(!(c&gt;a||f&gt;o||h&lt;n||d&lt;i)){if(p=u.point){var p,g=e-u.x,v=r-u.y,m=g*g+v*v;if(m&lt;l){var y=Math.sqrt(l=m);n=e-y,i=r-y,a=e+y,o=r+y,s=p}}for(var b=u.nodes,x=.5*(c+h),_=.5*(f+d),w=(r&gt;=_)&lt;&lt;1|e&gt;=x,A=w+4;w&lt;A;++w)if(u=b[3&amp;w])switch(3&amp;w){case 0:t(u,c,f,x,_);break;case 1:t(u,x,f,h,_);break;case 2:t(u,c,_,x,d);break;case 3:t(u,x,_,h,d)}}}(t,n,i,a,o),s}(k,t[0],t[1],d,p,g,v)},f=-1,null==e){for(;++f&lt;h;)M(k,t[f],u[f],c[f],d,p,g,v);--f}else t.forEach(k.add);return u=c=t=l=null,k}return l.x=function(t){return arguments.length?(o=t,l):o},l.y=function(t){return arguments.length?(s=t,l):s},l.extent=function(t){return arguments.length?(null==t?e=r=n=i=null:(e=+t[0][0],r=+t[0][1],n=+t[1][0],i=+t[1][1]),l):null==e?null:[[e,r],[n,i]]},l.size=function(t){return arguments.length?(null==t?e=r=n=i=null:(e=r=0,n=+t[0],i=+t[1]),l):null==e?null:[n-e,i-r]},l},t.interpolateRgb=Hi,t.interpolateObject=qi,t.interpolateNumber=Gi,t.interpolateString=Xi;var Wi=/[-+]?(?:\\d+\\.?\\d*|\\.?\\d+)(?:[eE][-+]?\\d+)?/g,Yi=new RegExp(Wi.source,&quot;g&quot;);function Zi(e,r){for(var n,i=t.interpolators.length;--i&gt;=0&amp;&amp;!(n=t.interpolators[i](e,r)););return n}function Qi(t,e){var r,n=[],i=[],a=t.length,o=e.length,s=Math.min(t.length,e.length);for(r=0;r&lt;s;++r)n.push(Zi(t[r],e[r]));for(;r&lt;a;++r)i[r]=t[r];for(;r&lt;o;++r)i[r]=e[r];return function(t){for(r=0;r&lt;s;++r)i[r]=n[r](t);return i}}t.interpolate=Zi,t.interpolators=[function(t,e){var r=typeof e;return(&quot;string&quot;===r?ge.has(e.toLowerCase())||/^(#|rgb\\(|hsl\\()/i.test(e)?Hi:Xi:e instanceof Ut?Hi:Array.isArray(e)?Qi:&quot;object&quot;===r&amp;&amp;isNaN(e)?qi:Gi)(t,e)}],t.interpolateArray=Qi;var $i=function(){return O},Ji=t.map({linear:$i,poly:function(t){return function(e){return Math.pow(e,t)}},quad:function(){return ra},cubic:function(){return na},sin:function(){return aa},exp:function(){return oa},circle:function(){return sa},elastic:function(t,e){var r;arguments.length&lt;2&amp;&amp;(e=.45);arguments.length?r=e/kt*Math.asin(1/t):(t=1,r=e/4);return function(n){return 1+t*Math.pow(2,-10*n)*Math.sin((n-r)*kt/e)}},back:function(t){t||(t=1.70158);return function(e){return e*e*((t+1)*e-t)}},bounce:function(){return la}}),Ki=t.map({in:O,out:ta,&quot;in-out&quot;:ea,&quot;out-in&quot;:function(t){return ea(ta(t))}});function ta(t){return function(e){return 1-t(1-e)}}function ea(t){return function(e){return.5*(e&lt;.5?t(2*e):2-t(2-2*e))}}function ra(t){return t*t}function na(t){return t*t*t}function ia(t){if(t&lt;=0)return 0;if(t&gt;=1)return 1;var e=t*t,r=e*t;return 4*(t&lt;.5?r:3*(t-e)+r-.75)}function aa(t){return 1-Math.cos(t*Lt)}function oa(t){return Math.pow(2,10*(t-1))}function sa(t){return 1-Math.sqrt(1-t*t)}function la(t){return t&lt;1/2.75?7.5625*t*t:t&lt;2/2.75?7.5625*(t-=1.5/2.75)*t+.75:t&lt;2.5/2.75?7.5625*(t-=2.25/2.75)*t+.9375:7.5625*(t-=2.625/2.75)*t+.984375}function ua(t,e){return e-=t,function(r){return Math.round(t+e*r)}}function ca(t){var e,r,n,i=[t.a,t.b],a=[t.c,t.d],o=ha(i),s=fa(i,a),l=ha(((e=a)[0]+=(n=-s)*(r=i)[0],e[1]+=n*r[1],e))||0;i[0]*a[1]&lt;a[0]*i[1]&amp;&amp;(i[0]*=-1,i[1]*=-1,o*=-1,s*=-1),this.rotate=(o?Math.atan2(i[1],i[0]):Math.atan2(-a[0],a[1]))*Ct,this.translate=[t.e,t.f],this.scale=[o,l],this.skew=l?Math.atan2(s,l)*Ct:0}function fa(t,e){return t[0]*e[0]+t[1]*e[1]}function ha(t){var e=Math.sqrt(fa(t,t));return e&amp;&amp;(t[0]/=e,t[1]/=e),e}t.ease=function(t){var e,n=t.indexOf(&quot;-&quot;),i=n&gt;=0?t.slice(0,n):t,a=n&gt;=0?t.slice(n+1):&quot;in&quot;;return i=Ji.get(i)||$i,a=Ki.get(a)||O,e=a(i.apply(null,r.call(arguments,1))),function(t){return t&lt;=0?0:t&gt;=1?1:e(t)}},t.interpolateHcl=function(e,r){e=t.hcl(e),r=t.hcl(r);var n=e.h,i=e.c,a=e.l,o=r.h-n,s=r.c-i,l=r.l-a;isNaN(s)&amp;&amp;(s=0,i=isNaN(i)?r.c:i);isNaN(o)?(o=0,n=isNaN(n)?r.h:n):o&gt;180?o-=360:o&lt;-180&amp;&amp;(o+=360);return function(t){return Wt(n+o*t,i+s*t,a+l*t)+&quot;&quot;}},t.interpolateHsl=function(e,r){e=t.hsl(e),r=t.hsl(r);var n=e.h,i=e.s,a=e.l,o=r.h-n,s=r.s-i,l=r.l-a;isNaN(s)&amp;&amp;(s=0,i=isNaN(i)?r.s:i);isNaN(o)?(o=0,n=isNaN(n)?r.h:n):o&gt;180?o-=360:o&lt;-180&amp;&amp;(o+=360);return function(t){return qt(n+o*t,i+s*t,a+l*t)+&quot;&quot;}},t.interpolateLab=function(e,r){e=t.lab(e),r=t.lab(r);var n=e.l,i=e.a,a=e.b,o=r.l-n,s=r.a-i,l=r.b-a;return function(t){return te(n+o*t,i+s*t,a+l*t)+&quot;&quot;}},t.interpolateRound=ua,t.transform=function(e){var r=i.createElementNS(t.ns.prefix.svg,&quot;g&quot;);return(t.transform=function(t){if(null!=t){r.setAttribute(&quot;transform&quot;,t);var e=r.transform.baseVal.consolidate()}return new ca(e?e.matrix:da)})(e)},ca.prototype.toString=function(){return&quot;translate(&quot;+this.translate+&quot;)rotate(&quot;+this.rotate+&quot;)skewX(&quot;+this.skew+&quot;)scale(&quot;+this.scale+&quot;)&quot;};var da={a:1,b:0,c:0,d:1,e:0,f:0};function pa(t){return t.length?t.pop()+&quot;,&quot;:&quot;&quot;}function ga(e,r){var n=[],i=[];return e=t.transform(e),r=t.transform(r),function(t,e,r,n){if(t[0]!==e[0]||t[1]!==e[1]){var i=r.push(&quot;translate(&quot;,null,&quot;,&quot;,null,&quot;)&quot;);n.push({i:i-4,x:Gi(t[0],e[0])},{i:i-2,x:Gi(t[1],e[1])})}else(e[0]||e[1])&amp;&amp;r.push(&quot;translate(&quot;+e+&quot;)&quot;)}(e.translate,r.translate,n,i),function(t,e,r,n){t!==e?(t-e&gt;180?e+=360:e-t&gt;180&amp;&amp;(t+=360),n.push({i:r.push(pa(r)+&quot;rotate(&quot;,null,&quot;)&quot;)-2,x:Gi(t,e)})):e&amp;&amp;r.push(pa(r)+&quot;rotate(&quot;+e+&quot;)&quot;)}(e.rotate,r.rotate,n,i),function(t,e,r,n){t!==e?n.push({i:r.push(pa(r)+&quot;skewX(&quot;,null,&quot;)&quot;)-2,x:Gi(t,e)}):e&amp;&amp;r.push(pa(r)+&quot;skewX(&quot;+e+&quot;)&quot;)}(e.skew,r.skew,n,i),function(t,e,r,n){if(t[0]!==e[0]||t[1]!==e[1]){var i=r.push(pa(r)+&quot;scale(&quot;,null,&quot;,&quot;,null,&quot;)&quot;);n.push({i:i-4,x:Gi(t[0],e[0])},{i:i-2,x:Gi(t[1],e[1])})}else 1===e[0]&amp;&amp;1===e[1]||r.push(pa(r)+&quot;scale(&quot;+e+&quot;)&quot;)}(e.scale,r.scale,n,i),e=r=null,function(t){for(var e,r=-1,a=i.length;++r&lt;a;)n[(e=i[r]).i]=e.x(t);return n.join(&quot;&quot;)}}function va(t,e){return e=(e-=t=+t)||1/e,function(r){return(r-t)/e}}function ma(t,e){return e=(e-=t=+t)||1/e,function(r){return Math.max(0,Math.min(1,(r-t)/e))}}function ya(t){for(var e=t.source,r=t.target,n=function(t,e){if(t===e)return t;var r=ba(t),n=ba(e),i=r.pop(),a=n.pop(),o=null;for(;i===a;)o=i,i=r.pop(),a=n.pop();return o}(e,r),i=[e];e!==n;)e=e.parent,i.push(e);for(var a=i.length;r!==n;)i.splice(a,0,r),r=r.parent;return i}function ba(t){for(var e=[],r=t.parent;null!=r;)e.push(t),t=r,r=r.parent;return e.push(t),e}function xa(t){t.fixed|=2}function _a(t){t.fixed&amp;=-7}function wa(t){t.fixed|=4,t.px=t.x,t.py=t.y}function Aa(t){t.fixed&amp;=-5}t.interpolateTransform=ga,t.layout={},t.layout.bundle=function(){return function(t){for(var e=[],r=-1,n=t.length;++r&lt;n;)e.push(ya(t[r]));return e}},t.layout.chord=function(){var e,r,n,i,a,o,s,l={},u=0;function c(){var l,c,h,d,p,g={},v=[],m=t.range(i),y=[];for(e=[],r=[],l=0,d=-1;++d&lt;i;){for(c=0,p=-1;++p&lt;i;)c+=n[d][p];v.push(c),y.push(t.range(i)),l+=c}for(a&amp;&amp;m.sort(function(t,e){return a(v[t],v[e])}),o&amp;&amp;y.forEach(function(t,e){t.sort(function(t,r){return o(n[e][t],n[e][r])})}),l=(kt-u*i)/l,c=0,d=-1;++d&lt;i;){for(h=c,p=-1;++p&lt;i;){var b=m[d],x=y[b][p],_=n[b][x],w=c,A=c+=_*l;g[b+&quot;-&quot;+x]={index:b,subindex:x,startAngle:w,endAngle:A,value:_}}r[b]={index:b,startAngle:h,endAngle:c,value:v[b]},c+=u}for(d=-1;++d&lt;i;)for(p=d-1;++p&lt;i;){var M=g[d+&quot;-&quot;+p],T=g[p+&quot;-&quot;+d];(M.value||T.value)&amp;&amp;e.push(M.value&lt;T.value?{source:T,target:M}:{source:M,target:T})}s&amp;&amp;f()}function f(){e.sort(function(t,e){return s((t.source.value+t.target.value)/2,(e.source.value+e.target.value)/2)})}return l.matrix=function(t){return arguments.length?(i=(n=t)&amp;&amp;n.length,e=r=null,l):n},l.padding=function(t){return arguments.length?(u=t,e=r=null,l):u},l.sortGroups=function(t){return arguments.length?(a=t,e=r=null,l):a},l.sortSubgroups=function(t){return arguments.length?(o=t,e=null,l):o},l.sortChords=function(t){return arguments.length?(s=t,e&amp;&amp;f(),l):s},l.chords=function(){return e||c(),e},l.groups=function(){return r||c(),r},l},t.layout.force=function(){var e,r,n,i,a,o,s={},l=t.dispatch(&quot;start&quot;,&quot;tick&quot;,&quot;end&quot;),u=[1,1],c=.9,f=Ma,h=Ta,d=-30,p=ka,g=.1,v=.64,m=[],y=[];function b(t){return function(e,r,n,i){if(e.point!==t){var a=e.cx-t.x,o=e.cy-t.y,s=i-r,l=a*a+o*o;if(s*s/v&lt;l){if(l&lt;p){var u=e.charge/l;t.px-=a*u,t.py-=o*u}return!0}if(e.point&amp;&amp;l&amp;&amp;l&lt;p){u=e.pointCharge/l;t.px-=a*u,t.py-=o*u}}return!e.charge}}function x(e){e.px=t.event.x,e.py=t.event.y,s.resume()}return s.tick=function(){if((n*=.99)&lt;.005)return e=null,l.end({type:&quot;end&quot;,alpha:n=0}),!0;var r,s,f,h,p,v,x,_,w,A=m.length,M=y.length;for(s=0;s&lt;M;++s)h=(f=y[s]).source,(v=(_=(p=f.target).x-h.x)*_+(w=p.y-h.y)*w)&amp;&amp;(_*=v=n*a[s]*((v=Math.sqrt(v))-i[s])/v,w*=v,p.x-=_*(x=h.weight+p.weight?h.weight/(h.weight+p.weight):.5),p.y-=w*x,h.x+=_*(x=1-x),h.y+=w*x);if((x=n*g)&amp;&amp;(_=u[0]/2,w=u[1]/2,s=-1,x))for(;++s&lt;A;)(f=m[s]).x+=(_-f.x)*x,f.y+=(w-f.y)*x;if(d)for(!function t(e,r,n){var i=0,a=0;e.charge=0;if(!e.leaf)for(var o,s=e.nodes,l=s.length,u=-1;++u&lt;l;)null!=(o=s[u])&amp;&amp;(t(o,r,n),e.charge+=o.charge,i+=o.charge*o.cx,a+=o.charge*o.cy);if(e.point){e.leaf||(e.point.x+=Math.random()-.5,e.point.y+=Math.random()-.5);var c=r*n[e.point.index];e.charge+=e.pointCharge=c,i+=c*e.point.x,a+=c*e.point.y}e.cx=i/e.charge;e.cy=a/e.charge}(r=t.geom.quadtree(m),n,o),s=-1;++s&lt;A;)(f=m[s]).fixed||r.visit(b(f));for(s=-1;++s&lt;A;)(f=m[s]).fixed?(f.x=f.px,f.y=f.py):(f.x-=(f.px-(f.px=f.x))*c,f.y-=(f.py-(f.py=f.y))*c);l.tick({type:&quot;tick&quot;,alpha:n})},s.nodes=function(t){return arguments.length?(m=t,s):m},s.links=function(t){return arguments.length?(y=t,s):y},s.size=function(t){return arguments.length?(u=t,s):u},s.linkDistance=function(t){return arguments.length?(f=&quot;function&quot;==typeof t?t:+t,s):f},s.distance=s.linkDistance,s.linkStrength=function(t){return arguments.length?(h=&quot;function&quot;==typeof t?t:+t,s):h},s.friction=function(t){return arguments.length?(c=+t,s):c},s.charge=function(t){return arguments.length?(d=&quot;function&quot;==typeof t?t:+t,s):d},s.chargeDistance=function(t){return arguments.length?(p=t*t,s):Math.sqrt(p)},s.gravity=function(t){return arguments.length?(g=+t,s):g},s.theta=function(t){return arguments.length?(v=t*t,s):Math.sqrt(v)},s.alpha=function(t){return arguments.length?(t=+t,n?t&gt;0?n=t:(e.c=null,e.t=NaN,e=null,l.end({type:&quot;end&quot;,alpha:n=0})):t&gt;0&amp;&amp;(l.start({type:&quot;start&quot;,alpha:n=t}),e=Me(s.tick)),s):n},s.start=function(){var t,e,r,n=m.length,l=y.length,c=u[0],p=u[1];for(t=0;t&lt;n;++t)(r=m[t]).index=t,r.weight=0;for(t=0;t&lt;l;++t)&quot;number&quot;==typeof(r=y[t]).source&amp;&amp;(r.source=m[r.source]),&quot;number&quot;==typeof r.target&amp;&amp;(r.target=m[r.target]),++r.source.weight,++r.target.weight;for(t=0;t&lt;n;++t)r=m[t],isNaN(r.x)&amp;&amp;(r.x=g(&quot;x&quot;,c)),isNaN(r.y)&amp;&amp;(r.y=g(&quot;y&quot;,p)),isNaN(r.px)&amp;&amp;(r.px=r.x),isNaN(r.py)&amp;&amp;(r.py=r.y);if(i=[],&quot;function&quot;==typeof f)for(t=0;t&lt;l;++t)i[t]=+f.call(this,y[t],t);else for(t=0;t&lt;l;++t)i[t]=f;if(a=[],&quot;function&quot;==typeof h)for(t=0;t&lt;l;++t)a[t]=+h.call(this,y[t],t);else for(t=0;t&lt;l;++t)a[t]=h;if(o=[],&quot;function&quot;==typeof d)for(t=0;t&lt;n;++t)o[t]=+d.call(this,m[t],t);else for(t=0;t&lt;n;++t)o[t]=d;function g(r,i){if(!e){for(e=new Array(n),u=0;u&lt;n;++u)e[u]=[];for(u=0;u&lt;l;++u){var a=y[u];e[a.source.index].push(a.target),e[a.target.index].push(a.source)}}for(var o,s=e[t],u=-1,c=s.length;++u&lt;c;)if(!isNaN(o=s[u][r]))return o;return Math.random()*i}return s.resume()},s.resume=function(){return s.alpha(.1)},s.stop=function(){return s.alpha(0)},s.drag=function(){if(r||(r=t.behavior.drag().origin(O).on(&quot;dragstart.force&quot;,xa).on(&quot;drag.force&quot;,x).on(&quot;dragend.force&quot;,_a)),!arguments.length)return r;this.on(&quot;mouseover.force&quot;,wa).on(&quot;mouseout.force&quot;,Aa).call(r)},t.rebind(s,l,&quot;on&quot;)};var Ma=20,Ta=1,ka=1/0;function Ea(e,r){return t.rebind(e,r,&quot;sort&quot;,&quot;children&quot;,&quot;value&quot;),e.nodes=e,e.links=Pa,e}function La(t,e){for(var r=[t];null!=(t=r.pop());)if(e(t),(i=t.children)&amp;&amp;(n=i.length))for(var n,i;--n&gt;=0;)r.push(i[n])}function Sa(t,e){for(var r=[t],n=[];null!=(t=r.pop());)if(n.push(t),(a=t.children)&amp;&amp;(i=a.length))for(var i,a,o=-1;++o&lt;i;)r.push(a[o]);for(;null!=(t=n.pop());)e(t)}function Ca(t){return t.children}function Oa(t){return t.value}function Ra(t,e){return e.value-t.value}function Pa(e){return t.merge(e.map(function(t){return(t.children||[]).map(function(e){return{source:t,target:e}})}))}t.layout.hierarchy=function(){var t=Ra,e=Ca,r=Oa;function n(i){var a,o=[i],s=[];for(i.depth=0;null!=(a=o.pop());)if(s.push(a),(u=e.call(n,a,a.depth))&amp;&amp;(l=u.length)){for(var l,u,c;--l&gt;=0;)o.push(c=u[l]),c.parent=a,c.depth=a.depth+1;r&amp;&amp;(a.value=0),a.children=u}else r&amp;&amp;(a.value=+r.call(n,a,a.depth)||0),delete a.children;return Sa(i,function(e){var n,i;t&amp;&amp;(n=e.children)&amp;&amp;n.sort(t),r&amp;&amp;(i=e.parent)&amp;&amp;(i.value+=e.value)}),s}return n.sort=function(e){return arguments.length?(t=e,n):t},n.children=function(t){return arguments.length?(e=t,n):e},n.value=function(t){return arguments.length?(r=t,n):r},n.revalue=function(t){return r&amp;&amp;(La(t,function(t){t.children&amp;&amp;(t.value=0)}),Sa(t,function(t){var e;t.children||(t.value=+r.call(n,t,t.depth)||0),(e=t.parent)&amp;&amp;(e.value+=t.value)})),t},n},t.layout.partition=function(){var e=t.layout.hierarchy(),r=[1,1];function n(t,n){var i=e.call(this,t,n);return function t(e,r,n,i){var a=e.children;if(e.x=r,e.y=e.depth*i,e.dx=n,e.dy=i,a&amp;&amp;(o=a.length)){var o,s,l,u=-1;for(n=e.value?n/e.value:0;++u&lt;o;)t(s=a[u],r,l=s.value*n,i),r+=l}}(i[0],0,r[0],r[1]/function t(e){var r=e.children,n=0;if(r&amp;&amp;(i=r.length))for(var i,a=-1;++a&lt;i;)n=Math.max(n,t(r[a]));return 1+n}(i[0])),i}return n.size=function(t){return arguments.length?(r=t,n):r},Ea(n,e)},t.layout.pie=function(){var e=Number,r=za,n=0,i=kt,a=0;function o(s){var l,u=s.length,c=s.map(function(t,r){return+e.call(o,t,r)}),f=+(&quot;function&quot;==typeof n?n.apply(this,arguments):n),h=(&quot;function&quot;==typeof i?i.apply(this,arguments):i)-f,d=Math.min(Math.abs(h)/u,+(&quot;function&quot;==typeof a?a.apply(this,arguments):a)),p=d*(h&lt;0?-1:1),g=t.sum(c),v=g?(h-u*p)/g:0,m=t.range(u),y=[];return null!=r&amp;&amp;m.sort(r===za?function(t,e){return c[e]-c[t]}:function(t,e){return r(s[t],s[e])}),m.forEach(function(t){y[t]={data:s[t],value:l=c[t],startAngle:f,endAngle:f+=l*v+p,padAngle:d}}),y}return o.value=function(t){return arguments.length?(e=t,o):e},o.sort=function(t){return arguments.length?(r=t,o):r},o.startAngle=function(t){return arguments.length?(n=t,o):n},o.endAngle=function(t){return arguments.length?(i=t,o):i},o.padAngle=function(t){return arguments.length?(a=t,o):a},o};var za={};function Ia(t){return t.x}function Na(t){return t.y}function Da(t,e,r){t.y0=e,t.y=r}t.layout.stack=function(){var e=O,r=Ba,n=Ua,i=Da,a=Ia,o=Na;function s(l,u){if(!(d=l.length))return l;var c=l.map(function(t,r){return e.call(s,t,r)}),f=c.map(function(t){return t.map(function(t,e){return[a.call(s,t,e),o.call(s,t,e)]})}),h=r.call(s,f,u);c=t.permute(c,h),f=t.permute(f,h);var d,p,g,v,m=n.call(s,f,u),y=c[0].length;for(g=0;g&lt;y;++g)for(i.call(s,c[0][g],v=m[g],f[0][g][1]),p=1;p&lt;d;++p)i.call(s,c[p][g],v+=f[p-1][g][1],f[p][g][1]);return l}return s.values=function(t){return arguments.length?(e=t,s):e},s.order=function(t){return arguments.length?(r=&quot;function&quot;==typeof t?t:Fa.get(t)||Ba,s):r},s.offset=function(t){return arguments.length?(n=&quot;function&quot;==typeof t?t:ja.get(t)||Ua,s):n},s.x=function(t){return arguments.length?(a=t,s):a},s.y=function(t){return arguments.length?(o=t,s):o},s.out=function(t){return arguments.length?(i=t,s):i},s};var Fa=t.map({&quot;inside-out&quot;:function(e){var r,n,i=e.length,a=e.map(Va),o=e.map(Ha),s=t.range(i).sort(function(t,e){return a[t]-a[e]}),l=0,u=0,c=[],f=[];for(r=0;r&lt;i;++r)n=s[r],l&lt;u?(l+=o[n],c.push(n)):(u+=o[n],f.push(n));return f.reverse().concat(c)},reverse:function(e){return t.range(e.length).reverse()},default:Ba}),ja=t.map({silhouette:function(t){var e,r,n,i=t.length,a=t[0].length,o=[],s=0,l=[];for(r=0;r&lt;a;++r){for(e=0,n=0;e&lt;i;e++)n+=t[e][r][1];n&gt;s&amp;&amp;(s=n),o.push(n)}for(r=0;r&lt;a;++r)l[r]=(s-o[r])/2;return l},wiggle:function(t){var e,r,n,i,a,o,s,l,u,c=t.length,f=t[0],h=f.length,d=[];for(d[0]=l=u=0,r=1;r&lt;h;++r){for(e=0,i=0;e&lt;c;++e)i+=t[e][r][1];for(e=0,a=0,s=f[r][0]-f[r-1][0];e&lt;c;++e){for(n=0,o=(t[e][r][1]-t[e][r-1][1])/(2*s);n&lt;e;++n)o+=(t[n][r][1]-t[n][r-1][1])/s;a+=o*t[e][r][1]}d[r]=l-=i?a/i*s:0,l&lt;u&amp;&amp;(u=l)}for(r=0;r&lt;h;++r)d[r]-=u;return d},expand:function(t){var e,r,n,i=t.length,a=t[0].length,o=1/i,s=[];for(r=0;r&lt;a;++r){for(e=0,n=0;e&lt;i;e++)n+=t[e][r][1];if(n)for(e=0;e&lt;i;e++)t[e][r][1]/=n;else for(e=0;e&lt;i;e++)t[e][r][1]=o}for(r=0;r&lt;a;++r)s[r]=0;return s},zero:Ua});function Ba(e){return t.range(e.length)}function Ua(t){for(var e=-1,r=t[0].length,n=[];++e&lt;r;)n[e]=0;return n}function Va(t){for(var e,r=1,n=0,i=t[0][1],a=t.length;r&lt;a;++r)(e=t[r][1])&gt;i&amp;&amp;(n=r,i=e);return n}function Ha(t){return t.reduce(qa,0)}function qa(t,e){return t+e[1]}function Ga(t,e){return Xa(t,Math.ceil(Math.log(e.length)/Math.LN2+1))}function Xa(t,e){for(var r=-1,n=+t[0],i=(t[1]-n)/e,a=[];++r&lt;=e;)a[r]=i*r+n;return a}function Wa(e){return[t.min(e),t.max(e)]}function Ya(t,e){return t.value-e.value}function Za(t,e){var r=t._pack_next;t._pack_next=e,e._pack_prev=t,e._pack_next=r,r._pack_prev=e}function Qa(t,e){t._pack_next=e,e._pack_prev=t}function $a(t,e){var r=e.x-t.x,n=e.y-t.y,i=t.r+e.r;return.999*i*i&gt;r*r+n*n}function Ja(t){if((e=t.children)&amp;&amp;(l=e.length)){var e,r,n,i,a,o,s,l,u=1/0,c=-1/0,f=1/0,h=-1/0;if(e.forEach(Ka),(r=e[0]).x=-r.r,r.y=0,b(r),l&gt;1&amp;&amp;((n=e[1]).x=n.r,n.y=0,b(n),l&gt;2))for(eo(r,n,i=e[2]),b(i),Za(r,i),r._pack_prev=i,Za(i,n),n=r._pack_next,a=3;a&lt;l;a++){eo(r,n,i=e[a]);var d=0,p=1,g=1;for(o=n._pack_next;o!==n;o=o._pack_next,p++)if($a(o,i)){d=1;break}if(1==d)for(s=r._pack_prev;s!==o._pack_prev&amp;&amp;!$a(s,i);s=s._pack_prev,g++);d?(p&lt;g||p==g&amp;&amp;n.r&lt;r.r?Qa(r,n=o):Qa(r=s,n),a--):(Za(r,i),n=i,b(i))}var v=(u+c)/2,m=(f+h)/2,y=0;for(a=0;a&lt;l;a++)(i=e[a]).x-=v,i.y-=m,y=Math.max(y,i.r+Math.sqrt(i.x*i.x+i.y*i.y));t.r=y,e.forEach(to)}function b(t){u=Math.min(t.x-t.r,u),c=Math.max(t.x+t.r,c),f=Math.min(t.y-t.r,f),h=Math.max(t.y+t.r,h)}}function Ka(t){t._pack_next=t._pack_prev=t}function to(t){delete t._pack_next,delete t._pack_prev}function eo(t,e,r){var n=t.r+r.r,i=e.x-t.x,a=e.y-t.y;if(n&amp;&amp;(i||a)){var o=e.r+r.r,s=i*i+a*a,l=.5+((n*=n)-(o*=o))/(2*s),u=Math.sqrt(Math.max(0,2*o*(n+s)-(n-=s)*n-o*o))/(2*s);r.x=t.x+l*i+u*a,r.y=t.y+l*a-u*i}else r.x=t.x+n,r.y=t.y}function ro(t,e){return t.parent==e.parent?1:2}function no(t){var e=t.children;return e.length?e[0]:t.t}function io(t){var e,r=t.children;return(e=r.length)?r[e-1]:t.t}function ao(t,e,r){var n=r/(e.i-t.i);e.c-=n,e.s+=r,t.c+=n,e.z+=r,e.m+=r}function oo(t,e,r){return t.a.parent===e.parent?t.a:r}function so(t){return{x:t.x,y:t.y,dx:t.dx,dy:t.dy}}function lo(t,e){var r=t.x+e[3],n=t.y+e[0],i=t.dx-e[1]-e[3],a=t.dy-e[0]-e[2];return i&lt;0&amp;&amp;(r+=i/2,i=0),a&lt;0&amp;&amp;(n+=a/2,a=0),{x:r,y:n,dx:i,dy:a}}function uo(t){var e=t[0],r=t[t.length-1];return e&lt;r?[e,r]:[r,e]}function co(t){return t.rangeExtent?t.rangeExtent():uo(t.range())}function fo(t,e,r,n){var i=r(t[0],t[1]),a=n(e[0],e[1]);return function(t){return a(i(t))}}function ho(t,e){var r,n=0,i=t.length-1,a=t[n],o=t[i];return o&lt;a&amp;&amp;(r=n,n=i,i=r,r=a,a=o,o=r),t[n]=e.floor(a),t[i]=e.ceil(o),t}function po(t){return t?{floor:function(e){return Math.floor(e/t)*t},ceil:function(e){return Math.ceil(e/t)*t}}:go}t.layout.histogram=function(){var e=!0,r=Number,n=Wa,i=Ga;function a(a,o){for(var s,l,u=[],c=a.map(r,this),f=n.call(this,c,o),h=i.call(this,f,c,o),d=(o=-1,c.length),p=h.length-1,g=e?1:1/d;++o&lt;p;)(s=u[o]=[]).dx=h[o+1]-(s.x=h[o]),s.y=0;if(p&gt;0)for(o=-1;++o&lt;d;)(l=c[o])&gt;=f[0]&amp;&amp;l&lt;=f[1]&amp;&amp;((s=u[t.bisect(h,l,1,p)-1]).y+=g,s.push(a[o]));return u}return a.value=function(t){return arguments.length?(r=t,a):r},a.range=function(t){return arguments.length?(n=ve(t),a):n},a.bins=function(t){return arguments.length?(i=&quot;number&quot;==typeof t?function(e){return Xa(e,t)}:ve(t),a):i},a.frequency=function(t){return arguments.length?(e=!!t,a):e},a},t.layout.pack=function(){var e,r=t.layout.hierarchy().sort(Ya),n=0,i=[1,1];function a(t,a){var o=r.call(this,t,a),s=o[0],l=i[0],u=i[1],c=null==e?Math.sqrt:&quot;function&quot;==typeof e?e:function(){return e};if(s.x=s.y=0,Sa(s,function(t){t.r=+c(t.value)}),Sa(s,Ja),n){var f=n*(e?1:Math.max(2*s.r/l,2*s.r/u))/2;Sa(s,function(t){t.r+=f}),Sa(s,Ja),Sa(s,function(t){t.r-=f})}return function t(e,r,n,i){var a=e.children;e.x=r+=i*e.x;e.y=n+=i*e.y;e.r*=i;if(a)for(var o=-1,s=a.length;++o&lt;s;)t(a[o],r,n,i)}(s,l/2,u/2,e?1:1/Math.max(2*s.r/l,2*s.r/u)),o}return a.size=function(t){return arguments.length?(i=t,a):i},a.radius=function(t){return arguments.length?(e=null==t||&quot;function&quot;==typeof t?t:+t,a):e},a.padding=function(t){return arguments.length?(n=+t,a):n},Ea(a,r)},t.layout.tree=function(){var e=t.layout.hierarchy().sort(null).value(null),r=ro,n=[1,1],i=null;function a(t,a){var u=e.call(this,t,a),c=u[0],f=function(t){var e,r={A:null,children:[t]},n=[r];for(;null!=(e=n.pop());)for(var i,a=e.children,o=0,s=a.length;o&lt;s;++o)n.push((a[o]=i={_:a[o],parent:e,children:(i=a[o].children)&amp;&amp;i.slice()||[],A:null,a:null,z:0,m:0,c:0,s:0,t:null,i:o}).a=i);return r.children[0]}(c);if(Sa(f,o),f.parent.m=-f.z,La(f,s),i)La(c,l);else{var h=c,d=c,p=c;La(c,function(t){t.x&lt;h.x&amp;&amp;(h=t),t.x&gt;d.x&amp;&amp;(d=t),t.depth&gt;p.depth&amp;&amp;(p=t)});var g=r(h,d)/2-h.x,v=n[0]/(d.x+r(d,h)/2+g),m=n[1]/(p.depth||1);La(c,function(t){t.x=(t.x+g)*v,t.y=t.depth*m})}return u}function o(t){var e=t.children,n=t.parent.children,i=t.i?n[t.i-1]:null;if(e.length){!function(t){var e,r=0,n=0,i=t.children,a=i.length;for(;--a&gt;=0;)(e=i[a]).z+=r,e.m+=r,r+=e.s+(n+=e.c)}(t);var a=(e[0].z+e[e.length-1].z)/2;i?(t.z=i.z+r(t._,i._),t.m=t.z-a):t.z=a}else i&amp;&amp;(t.z=i.z+r(t._,i._));t.parent.A=function(t,e,n){if(e){for(var i,a=t,o=t,s=e,l=a.parent.children[0],u=a.m,c=o.m,f=s.m,h=l.m;s=io(s),a=no(a),s&amp;&amp;a;)l=no(l),(o=io(o)).a=t,(i=s.z+f-a.z-u+r(s._,a._))&gt;0&amp;&amp;(ao(oo(s,t,n),t,i),u+=i,c+=i),f+=s.m,u+=a.m,h+=l.m,c+=o.m;s&amp;&amp;!io(o)&amp;&amp;(o.t=s,o.m+=f-c),a&amp;&amp;!no(l)&amp;&amp;(l.t=a,l.m+=u-h,n=t)}return n}(t,i,t.parent.A||n[0])}function s(t){t._.x=t.z+t.parent.m,t.m+=t.parent.m}function l(t){t.x*=n[0],t.y=t.depth*n[1]}return a.separation=function(t){return arguments.length?(r=t,a):r},a.size=function(t){return arguments.length?(i=null==(n=t)?l:null,a):i?null:n},a.nodeSize=function(t){return arguments.length?(i=null==(n=t)?null:l,a):i?n:null},Ea(a,e)},t.layout.cluster=function(){var e=t.layout.hierarchy().sort(null).value(null),r=ro,n=[1,1],i=!1;function a(a,o){var s,l=e.call(this,a,o),u=l[0],c=0;Sa(u,function(e){var n=e.children;n&amp;&amp;n.length?(e.x=function(t){return t.reduce(function(t,e){return t+e.x},0)/t.length}(n),e.y=function(e){return 1+t.max(e,function(t){return t.y})}(n)):(e.x=s?c+=r(e,s):0,e.y=0,s=e)});var f=function t(e){var r=e.children;return r&amp;&amp;r.length?t(r[0]):e}(u),h=function t(e){var r,n=e.children;return n&amp;&amp;(r=n.length)?t(n[r-1]):e}(u),d=f.x-r(f,h)/2,p=h.x+r(h,f)/2;return Sa(u,i?function(t){t.x=(t.x-u.x)*n[0],t.y=(u.y-t.y)*n[1]}:function(t){t.x=(t.x-d)/(p-d)*n[0],t.y=(1-(u.y?t.y/u.y:1))*n[1]}),l}return a.separation=function(t){return arguments.length?(r=t,a):r},a.size=function(t){return arguments.length?(i=null==(n=t),a):i?null:n},a.nodeSize=function(t){return arguments.length?(i=null!=(n=t),a):i?n:null},Ea(a,e)},t.layout.treemap=function(){var e,r=t.layout.hierarchy(),n=Math.round,i=[1,1],a=null,o=so,s=!1,l=&quot;squarify&quot;,u=.5*(1+Math.sqrt(5));function c(t,e){for(var r,n,i=-1,a=t.length;++i&lt;a;)n=(r=t[i]).value*(e&lt;0?0:e),r.area=isNaN(n)||n&lt;=0?0:n}function f(t){var e=t.children;if(e&amp;&amp;e.length){var r,n,i,a=o(t),s=[],u=e.slice(),h=1/0,g=&quot;slice&quot;===l?a.dx:&quot;dice&quot;===l?a.dy:&quot;slice-dice&quot;===l?1&amp;t.depth?a.dy:a.dx:Math.min(a.dx,a.dy);for(c(u,a.dx*a.dy/t.value),s.area=0;(i=u.length)&gt;0;)s.push(r=u[i-1]),s.area+=r.area,&quot;squarify&quot;!==l||(n=d(s,g))&lt;=h?(u.pop(),h=n):(s.area-=s.pop().area,p(s,g,a,!1),g=Math.min(a.dx,a.dy),s.length=s.area=0,h=1/0);s.length&amp;&amp;(p(s,g,a,!0),s.length=s.area=0),e.forEach(f)}}function h(t){var e=t.children;if(e&amp;&amp;e.length){var r,n=o(t),i=e.slice(),a=[];for(c(i,n.dx*n.dy/t.value),a.area=0;r=i.pop();)a.push(r),a.area+=r.area,null!=r.z&amp;&amp;(p(a,r.z?n.dx:n.dy,n,!i.length),a.length=a.area=0);e.forEach(h)}}function d(t,e){for(var r,n=t.area,i=0,a=1/0,o=-1,s=t.length;++o&lt;s;)(r=t[o].area)&amp;&amp;(r&lt;a&amp;&amp;(a=r),r&gt;i&amp;&amp;(i=r));return e*=e,(n*=n)?Math.max(e*i*u/n,n/(e*a*u)):1/0}function p(t,e,r,i){var a,o=-1,s=t.length,l=r.x,u=r.y,c=e?n(t.area/e):0;if(e==r.dx){for((i||c&gt;r.dy)&amp;&amp;(c=r.dy);++o&lt;s;)(a=t[o]).x=l,a.y=u,a.dy=c,l+=a.dx=Math.min(r.x+r.dx-l,c?n(a.area/c):0);a.z=!0,a.dx+=r.x+r.dx-l,r.y+=c,r.dy-=c}else{for((i||c&gt;r.dx)&amp;&amp;(c=r.dx);++o&lt;s;)(a=t[o]).x=l,a.y=u,a.dx=c,u+=a.dy=Math.min(r.y+r.dy-u,c?n(a.area/c):0);a.z=!1,a.dy+=r.y+r.dy-u,r.x+=c,r.dx-=c}}function g(t){var n=e||r(t),a=n[0];return a.x=a.y=0,a.value?(a.dx=i[0],a.dy=i[1]):a.dx=a.dy=0,e&amp;&amp;r.revalue(a),c([a],a.dx*a.dy/a.value),(e?h:f)(a),s&amp;&amp;(e=n),n}return g.size=function(t){return arguments.length?(i=t,g):i},g.padding=function(t){if(!arguments.length)return a;function e(e){return lo(e,t)}var r;return o=null==(a=t)?so:&quot;function&quot;==(r=typeof t)?function(e){var r=t.call(g,e,e.depth);return null==r?so(e):lo(e,&quot;number&quot;==typeof r?[r,r,r,r]:r)}:&quot;number&quot;===r?(t=[t,t,t,t],e):e,g},g.round=function(t){return arguments.length?(n=t?Math.round:Number,g):n!=Number},g.sticky=function(t){return arguments.length?(s=t,e=null,g):s},g.ratio=function(t){return arguments.length?(u=t,g):u},g.mode=function(t){return arguments.length?(l=t+&quot;&quot;,g):l},Ea(g,r)},t.random={normal:function(t,e){var r=arguments.length;return r&lt;2&amp;&amp;(e=1),r&lt;1&amp;&amp;(t=0),function(){var r,n,i;do{i=(r=2*Math.random()-1)*r+(n=2*Math.random()-1)*n}while(!i||i&gt;1);return t+e*r*Math.sqrt(-2*Math.log(i)/i)}},logNormal:function(){var e=t.random.normal.apply(t,arguments);return function(){return Math.exp(e())}},bates:function(e){var r=t.random.irwinHall(e);return function(){return r()/e}},irwinHall:function(t){return function(){for(var e=0,r=0;r&lt;t;r++)e+=Math.random();return e}}},t.scale={};var go={floor:O,ceil:O};function vo(e,r,n,i){var a=[],o=[],s=0,l=Math.min(e.length,r.length)-1;for(e[l]&lt;e[0]&amp;&amp;(e=e.slice().reverse(),r=r.slice().reverse());++s&lt;=l;)a.push(n(e[s-1],e[s])),o.push(i(r[s-1],r[s]));return function(r){var n=t.bisect(e,r,1,l)-1;return o[n](a[n](r))}}function mo(e,r){return t.rebind(e,r,&quot;range&quot;,&quot;rangeRound&quot;,&quot;interpolate&quot;,&quot;clamp&quot;)}function yo(t,e){return ho(t,po(bo(t,e)[2])),ho(t,po(bo(t,e)[2])),t}function bo(t,e){null==e&amp;&amp;(e=10);var r=uo(t),n=r[1]-r[0],i=Math.pow(10,Math.floor(Math.log(n/e)/Math.LN10)),a=e/n*i;return a&lt;=.15?i*=10:a&lt;=.35?i*=5:a&lt;=.75&amp;&amp;(i*=2),r[0]=Math.ceil(r[0]/i)*i,r[1]=Math.floor(r[1]/i)*i+.5*i,r[2]=i,r}function xo(e,r){return t.range.apply(t,bo(e,r))}function _o(e,r,n){var i=bo(e,r);if(n){var a=Ce.exec(n);if(a.shift(),&quot;s&quot;===a[8]){var o=t.formatPrefix(Math.max(y(i[0]),y(i[1])));return a[7]||(a[7]=&quot;.&quot;+Ao(o.scale(i[2]))),a[8]=&quot;f&quot;,n=t.format(a.join(&quot;&quot;)),function(t){return n(o.scale(t))+o.symbol}}a[7]||(a[7]=&quot;.&quot;+function(t,e){var r=Ao(e[2]);return t in wo?Math.abs(r-Ao(Math.max(y(e[0]),y(e[1]))))+ +(&quot;e&quot;!==t):r-2*(&quot;%&quot;===t)}(a[8],i)),n=a.join(&quot;&quot;)}else n=&quot;,.&quot;+Ao(i[2])+&quot;f&quot;;return t.format(n)}t.scale.linear=function(){return function t(e,r,n,i){var a,o;function s(){var t=Math.min(e.length,r.length)&gt;2?vo:fo,s=i?ma:va;return a=t(e,r,s,n),o=t(r,e,s,Zi),l}function l(t){return a(t)}l.invert=function(t){return o(t)};l.domain=function(t){return arguments.length?(e=t.map(Number),s()):e};l.range=function(t){return arguments.length?(r=t,s()):r};l.rangeRound=function(t){return l.range(t).interpolate(ua)};l.clamp=function(t){return arguments.length?(i=t,s()):i};l.interpolate=function(t){return arguments.length?(n=t,s()):n};l.ticks=function(t){return xo(e,t)};l.tickFormat=function(t,r){return _o(e,t,r)};l.nice=function(t){return yo(e,t),s()};l.copy=function(){return t(e,r,n,i)};return s()}([0,1],[0,1],Zi,!1)};var wo={s:1,g:1,p:1,r:1,e:1};function Ao(t){return-Math.floor(Math.log(t)/Math.LN10+.01)}t.scale.log=function(){return function e(r,n,i,a){function o(t){return(i?Math.log(t&lt;0?0:t):-Math.log(t&gt;0?0:-t))/Math.log(n)}function s(t){return i?Math.pow(n,t):-Math.pow(n,-t)}function l(t){return r(o(t))}l.invert=function(t){return s(r.invert(t))};l.domain=function(t){return arguments.length?(i=t[0]&gt;=0,r.domain((a=t.map(Number)).map(o)),l):a};l.base=function(t){return arguments.length?(n=+t,r.domain(a.map(o)),l):n};l.nice=function(){var t=ho(a.map(o),i?Math:To);return r.domain(t),a=t.map(s),l};l.ticks=function(){var t=uo(a),e=[],r=t[0],l=t[1],u=Math.floor(o(r)),c=Math.ceil(o(l)),f=n%1?2:n;if(isFinite(c-u)){if(i){for(;u&lt;c;u++)for(var h=1;h&lt;f;h++)e.push(s(u)*h);e.push(s(u))}else for(e.push(s(u));u++&lt;c;)for(var h=f-1;h&gt;0;h--)e.push(s(u)*h);for(u=0;e[u]&lt;r;u++);for(c=e.length;e[c-1]&gt;l;c--);e=e.slice(u,c)}return e};l.tickFormat=function(e,r){if(!arguments.length)return Mo;arguments.length&lt;2?r=Mo:&quot;function&quot;!=typeof r&amp;&amp;(r=t.format(r));var i=Math.max(1,n*e/l.ticks().length);return function(t){var e=t/s(Math.round(o(t)));return e*n&lt;n-.5&amp;&amp;(e*=n),e&lt;=i?r(t):&quot;&quot;}};l.copy=function(){return e(r.copy(),n,i,a)};return mo(l,r)}(t.scale.linear().domain([0,1]),10,!0,[1,10])};var Mo=t.format(&quot;.0e&quot;),To={floor:function(t){return-Math.ceil(-t)},ceil:function(t){return-Math.floor(-t)}};function ko(t){return function(e){return e&lt;0?-Math.pow(-e,t):Math.pow(e,t)}}t.scale.pow=function(){return function t(e,r,n){var i=ko(r),a=ko(1/r);function o(t){return e(i(t))}o.invert=function(t){return a(e.invert(t))};o.domain=function(t){return arguments.length?(e.domain((n=t.map(Number)).map(i)),o):n};o.ticks=function(t){return xo(n,t)};o.tickFormat=function(t,e){return _o(n,t,e)};o.nice=function(t){return o.domain(yo(n,t))};o.exponent=function(t){return arguments.length?(i=ko(r=t),a=ko(1/r),e.domain(n.map(i)),o):r};o.copy=function(){return t(e.copy(),r,n)};return mo(o,e)}(t.scale.linear(),1,[0,1])},t.scale.sqrt=function(){return t.scale.pow().exponent(.5)},t.scale.ordinal=function(){return function e(r,n){var i,a,o;function s(t){return a[((i.get(t)||(&quot;range&quot;===n.t?i.set(t,r.push(t)):NaN))-1)%a.length]}function l(e,n){return t.range(r.length).map(function(t){return e+n*t})}s.domain=function(t){if(!arguments.length)return r;r=[],i=new x;for(var e,a=-1,o=t.length;++a&lt;o;)i.has(e=t[a])||i.set(e,r.push(e));return s[n.t].apply(s,n.a)};s.range=function(t){return arguments.length?(a=t,o=0,n={t:&quot;range&quot;,a:arguments},s):a};s.rangePoints=function(t,e){arguments.length&lt;2&amp;&amp;(e=0);var i=t[0],u=t[1],c=r.length&lt;2?(i=(i+u)/2,0):(u-i)/(r.length-1+e);return a=l(i+c*e/2,c),o=0,n={t:&quot;rangePoints&quot;,a:arguments},s};s.rangeRoundPoints=function(t,e){arguments.length&lt;2&amp;&amp;(e=0);var i=t[0],u=t[1],c=r.length&lt;2?(i=u=Math.round((i+u)/2),0):(u-i)/(r.length-1+e)|0;return a=l(i+Math.round(c*e/2+(u-i-(r.length-1+e)*c)/2),c),o=0,n={t:&quot;rangeRoundPoints&quot;,a:arguments},s};s.rangeBands=function(t,e,i){arguments.length&lt;2&amp;&amp;(e=0),arguments.length&lt;3&amp;&amp;(i=e);var u=t[1]&lt;t[0],c=t[u-0],f=t[1-u],h=(f-c)/(r.length-e+2*i);return a=l(c+h*i,h),u&amp;&amp;a.reverse(),o=h*(1-e),n={t:&quot;rangeBands&quot;,a:arguments},s};s.rangeRoundBands=function(t,e,i){arguments.length&lt;2&amp;&amp;(e=0),arguments.length&lt;3&amp;&amp;(i=e);var u=t[1]&lt;t[0],c=t[u-0],f=t[1-u],h=Math.floor((f-c)/(r.length-e+2*i));return a=l(c+Math.round((f-c-(r.length-e)*h)/2),h),u&amp;&amp;a.reverse(),o=Math.round(h*(1-e)),n={t:&quot;rangeRoundBands&quot;,a:arguments},s};s.rangeBand=function(){return o};s.rangeExtent=function(){return uo(n.a[0])};s.copy=function(){return e(r,n)};return s.domain(r)}([],{t:&quot;range&quot;,a:[[]]})},t.scale.category10=function(){return t.scale.ordinal().range(Eo)},t.scale.category20=function(){return t.scale.ordinal().range(Lo)},t.scale.category20b=function(){return t.scale.ordinal().range(So)},t.scale.category20c=function(){return t.scale.ordinal().range(Co)};var Eo=[2062260,16744206,2924588,14034728,9725885,9197131,14907330,8355711,12369186,1556175].map(se),Lo=[2062260,11454440,16744206,16759672,2924588,10018698,14034728,16750742,9725885,12955861,9197131,12885140,14907330,16234194,8355711,13092807,12369186,14408589,1556175,10410725].map(se),So=[3750777,5395619,7040719,10264286,6519097,9216594,11915115,13556636,9202993,12426809,15186514,15190932,8666169,11356490,14049643,15177372,8077683,10834324,13528509,14589654].map(se),Co=[3244733,7057110,10406625,13032431,15095053,16616764,16625259,16634018,3253076,7652470,10607003,13101504,7695281,10394312,12369372,14342891,6513507,9868950,12434877,14277081].map(se);function Oo(){return 0}t.scale.quantile=function(){return function e(r,n){var i;function a(){var e=0,a=n.length;for(i=[];++e&lt;a;)i[e-1]=t.quantile(r,e/a);return o}function o(e){if(!isNaN(e=+e))return n[t.bisect(i,e)]}o.domain=function(t){return arguments.length?(r=t.map(d).filter(p).sort(h),a()):r};o.range=function(t){return arguments.length?(n=t,a()):n};o.quantiles=function(){return i};o.invertExtent=function(t){return(t=n.indexOf(t))&lt;0?[NaN,NaN]:[t&gt;0?i[t-1]:r[0],t&lt;i.length?i[t]:r[r.length-1]]};o.copy=function(){return e(r,n)};return a()}([],[])},t.scale.quantize=function(){return function t(e,r,n){var i,a;function o(t){return n[Math.max(0,Math.min(a,Math.floor(i*(t-e))))]}function s(){return i=n.length/(r-e),a=n.length-1,o}o.domain=function(t){return arguments.length?(e=+t[0],r=+t[t.length-1],s()):[e,r]};o.range=function(t){return arguments.length?(n=t,s()):n};o.invertExtent=function(t){return[t=(t=n.indexOf(t))&lt;0?NaN:t/i+e,t+1/i]};o.copy=function(){return t(e,r,n)};return s()}(0,1,[0,1])},t.scale.threshold=function(){return function e(r,n){function i(e){if(e&lt;=e)return n[t.bisect(r,e)]}i.domain=function(t){return arguments.length?(r=t,i):r};i.range=function(t){return arguments.length?(n=t,i):n};i.invertExtent=function(t){return t=n.indexOf(t),[r[t-1],r[t]]};i.copy=function(){return e(r,n)};return i}([.5],[0,1])},t.scale.identity=function(){return function t(e){function r(t){return+t}r.invert=r;r.domain=r.range=function(t){return arguments.length?(e=t.map(r),r):e};r.ticks=function(t){return xo(e,t)};r.tickFormat=function(t,r){return _o(e,t,r)};r.copy=function(){return t(e)};return r}([0,1])},t.svg={},t.svg.arc=function(){var t=Po,e=zo,r=Oo,n=Ro,i=Io,a=No,o=Do;function s(){var s=Math.max(0,+t.apply(this,arguments)),u=Math.max(0,+e.apply(this,arguments)),c=i.apply(this,arguments)-Lt,f=a.apply(this,arguments)-Lt,h=Math.abs(f-c),d=c&gt;f?0:1;if(u&lt;s&amp;&amp;(p=u,u=s,s=p),h&gt;=Et)return l(u,d)+(s?l(s,1-d):&quot;&quot;)+&quot;Z&quot;;var p,g,v,m,y,b,x,_,w,A,M,T,k=0,E=0,L=[];if((m=(+o.apply(this,arguments)||0)/2)&amp;&amp;(v=n===Ro?Math.sqrt(s*s+u*u):+n.apply(this,arguments),d||(E*=-1),u&amp;&amp;(E=zt(v/u*Math.sin(m))),s&amp;&amp;(k=zt(v/s*Math.sin(m)))),u){y=u*Math.cos(c+E),b=u*Math.sin(c+E),x=u*Math.cos(f-E),_=u*Math.sin(f-E);var S=Math.abs(f-c-2*E)&lt;=Tt?0:1;if(E&amp;&amp;Fo(y,b,x,_)===d^S){var C=(c+f)/2;y=u*Math.cos(C),b=u*Math.sin(C),x=_=null}}else y=b=0;if(s){w=s*Math.cos(f-k),A=s*Math.sin(f-k),M=s*Math.cos(c+k),T=s*Math.sin(c+k);var O=Math.abs(c-f+2*k)&lt;=Tt?0:1;if(k&amp;&amp;Fo(w,A,M,T)===1-d^O){var R=(c+f)/2;w=s*Math.cos(R),A=s*Math.sin(R),M=T=null}}else w=A=0;if(h&gt;At&amp;&amp;(p=Math.min(Math.abs(u-s)/2,+r.apply(this,arguments)))&gt;.001){g=s&lt;u^d?0:1;var P=p,z=p;if(h&lt;Tt){var I=null==M?[w,A]:null==x?[y,b]:si([y,b],[M,T],[x,_],[w,A]),N=y-I[0],D=b-I[1],F=x-I[0],j=_-I[1],B=1/Math.sin(Math.acos((N*F+D*j)/(Math.sqrt(N*N+D*D)*Math.sqrt(F*F+j*j)))/2),U=Math.sqrt(I[0]*I[0]+I[1]*I[1]);z=Math.min(p,(s-U)/(B-1)),P=Math.min(p,(u-U)/(B+1))}if(null!=x){var V=jo(null==M?[w,A]:[M,T],[y,b],u,P,d),H=jo([x,_],[w,A],u,P,d);p===P?L.push(&quot;M&quot;,V[0],&quot;A&quot;,P,&quot;,&quot;,P,&quot; 0 0,&quot;,g,&quot; &quot;,V[1],&quot;A&quot;,u,&quot;,&quot;,u,&quot; 0 &quot;,1-d^Fo(V[1][0],V[1][1],H[1][0],H[1][1]),&quot;,&quot;,d,&quot; &quot;,H[1],&quot;A&quot;,P,&quot;,&quot;,P,&quot; 0 0,&quot;,g,&quot; &quot;,H[0]):L.push(&quot;M&quot;,V[0],&quot;A&quot;,P,&quot;,&quot;,P,&quot; 0 1,&quot;,g,&quot; &quot;,H[0])}else L.push(&quot;M&quot;,y,&quot;,&quot;,b);if(null!=M){var q=jo([y,b],[M,T],s,-z,d),G=jo([w,A],null==x?[y,b]:[x,_],s,-z,d);p===z?L.push(&quot;L&quot;,G[0],&quot;A&quot;,z,&quot;,&quot;,z,&quot; 0 0,&quot;,g,&quot; &quot;,G[1],&quot;A&quot;,s,&quot;,&quot;,s,&quot; 0 &quot;,d^Fo(G[1][0],G[1][1],q[1][0],q[1][1]),&quot;,&quot;,1-d,&quot; &quot;,q[1],&quot;A&quot;,z,&quot;,&quot;,z,&quot; 0 0,&quot;,g,&quot; &quot;,q[0]):L.push(&quot;L&quot;,G[0],&quot;A&quot;,z,&quot;,&quot;,z,&quot; 0 0,&quot;,g,&quot; &quot;,q[0])}else L.push(&quot;L&quot;,w,&quot;,&quot;,A)}else L.push(&quot;M&quot;,y,&quot;,&quot;,b),null!=x&amp;&amp;L.push(&quot;A&quot;,u,&quot;,&quot;,u,&quot; 0 &quot;,S,&quot;,&quot;,d,&quot; &quot;,x,&quot;,&quot;,_),L.push(&quot;L&quot;,w,&quot;,&quot;,A),null!=M&amp;&amp;L.push(&quot;A&quot;,s,&quot;,&quot;,s,&quot; 0 &quot;,O,&quot;,&quot;,1-d,&quot; &quot;,M,&quot;,&quot;,T);return L.push(&quot;Z&quot;),L.join(&quot;&quot;)}function l(t,e){return&quot;M0,&quot;+t+&quot;A&quot;+t+&quot;,&quot;+t+&quot; 0 1,&quot;+e+&quot; 0,&quot;+-t+&quot;A&quot;+t+&quot;,&quot;+t+&quot; 0 1,&quot;+e+&quot; 0,&quot;+t}return s.innerRadius=function(e){return arguments.length?(t=ve(e),s):t},s.outerRadius=function(t){return arguments.length?(e=ve(t),s):e},s.cornerRadius=function(t){return arguments.length?(r=ve(t),s):r},s.padRadius=function(t){return arguments.length?(n=t==Ro?Ro:ve(t),s):n},s.startAngle=function(t){return arguments.length?(i=ve(t),s):i},s.endAngle=function(t){return arguments.length?(a=ve(t),s):a},s.padAngle=function(t){return arguments.length?(o=ve(t),s):o},s.centroid=function(){var r=(+t.apply(this,arguments)+ +e.apply(this,arguments))/2,n=(+i.apply(this,arguments)+ +a.apply(this,arguments))/2-Lt;return[Math.cos(n)*r,Math.sin(n)*r]},s};var Ro=&quot;auto&quot;;function Po(t){return t.innerRadius}function zo(t){return t.outerRadius}function Io(t){return t.startAngle}function No(t){return t.endAngle}function Do(t){return t&amp;&amp;t.padAngle}function Fo(t,e,r,n){return(t-r)*e-(e-n)*t&gt;0?0:1}function jo(t,e,r,n,i){var a=t[0]-e[0],o=t[1]-e[1],s=(i?n:-n)/Math.sqrt(a*a+o*o),l=s*o,u=-s*a,c=t[0]+l,f=t[1]+u,h=e[0]+l,d=e[1]+u,p=(c+h)/2,g=(f+d)/2,v=h-c,m=d-f,y=v*v+m*m,b=r-n,x=c*d-h*f,_=(m&lt;0?-1:1)*Math.sqrt(Math.max(0,b*b*y-x*x)),w=(x*m-v*_)/y,A=(-x*v-m*_)/y,M=(x*m+v*_)/y,T=(-x*v+m*_)/y,k=w-p,E=A-g,L=M-p,S=T-g;return k*k+E*E&gt;L*L+S*S&amp;&amp;(w=M,A=T),[[w-l,A-u],[w*r/b,A*r/b]]}function Bo(t){var e=ei,r=ri,n=Xr,i=Vo,a=i.key,o=.7;function s(a){var s,l=[],u=[],c=-1,f=a.length,h=ve(e),d=ve(r);function p(){l.push(&quot;M&quot;,i(t(u),o))}for(;++c&lt;f;)n.call(this,s=a[c],c)?u.push([+h.call(this,s,c),+d.call(this,s,c)]):u.length&amp;&amp;(p(),u=[]);return u.length&amp;&amp;p(),l.length?l.join(&quot;&quot;):null}return s.x=function(t){return arguments.length?(e=t,s):e},s.y=function(t){return arguments.length?(r=t,s):r},s.defined=function(t){return arguments.length?(n=t,s):n},s.interpolate=function(t){return arguments.length?(a=&quot;function&quot;==typeof t?i=t:(i=Uo.get(t)||Vo).key,s):a},s.tension=function(t){return arguments.length?(o=t,s):o},s}t.svg.line=function(){return Bo(O)};var Uo=t.map({linear:Vo,&quot;linear-closed&quot;:Ho,step:function(t){var e=0,r=t.length,n=t[0],i=[n[0],&quot;,&quot;,n[1]];for(;++e&lt;r;)i.push(&quot;H&quot;,(n[0]+(n=t[e])[0])/2,&quot;V&quot;,n[1]);r&gt;1&amp;&amp;i.push(&quot;H&quot;,n[0]);return i.join(&quot;&quot;)},&quot;step-before&quot;:qo,&quot;step-after&quot;:Go,basis:Yo,&quot;basis-open&quot;:function(t){if(t.length&lt;4)return Vo(t);var e,r=[],n=-1,i=t.length,a=[0],o=[0];for(;++n&lt;3;)e=t[n],a.push(e[0]),o.push(e[1]);r.push(Zo(Jo,a)+&quot;,&quot;+Zo(Jo,o)),--n;for(;++n&lt;i;)e=t[n],a.shift(),a.push(e[0]),o.shift(),o.push(e[1]),Ko(r,a,o);return r.join(&quot;&quot;)},&quot;basis-closed&quot;:function(t){var e,r,n=-1,i=t.length,a=i+4,o=[],s=[];for(;++n&lt;4;)r=t[n%i],o.push(r[0]),s.push(r[1]);e=[Zo(Jo,o),&quot;,&quot;,Zo(Jo,s)],--n;for(;++n&lt;a;)r=t[n%i],o.shift(),o.push(r[0]),s.shift(),s.push(r[1]),Ko(e,o,s);return e.join(&quot;&quot;)},bundle:function(t,e){var r=t.length-1;if(r)for(var n,i,a=t[0][0],o=t[0][1],s=t[r][0]-a,l=t[r][1]-o,u=-1;++u&lt;=r;)n=t[u],i=u/r,n[0]=e*n[0]+(1-e)*(a+i*s),n[1]=e*n[1]+(1-e)*(o+i*l);return Yo(t)},cardinal:function(t,e){return t.length&lt;3?Vo(t):t[0]+Xo(t,Wo(t,e))},&quot;cardinal-open&quot;:function(t,e){return t.length&lt;4?Vo(t):t[1]+Xo(t.slice(1,-1),Wo(t,e))},&quot;cardinal-closed&quot;:function(t,e){return t.length&lt;3?Ho(t):t[0]+Xo((t.push(t[0]),t),Wo([t[t.length-2]].concat(t,[t[1]]),e))},monotone:function(t){return t.length&lt;3?Vo(t):t[0]+Xo(t,function(t){var e,r,n,i,a=[],o=function(t){var e=0,r=t.length-1,n=[],i=t[0],a=t[1],o=n[0]=ts(i,a);for(;++e&lt;r;)n[e]=(o+(o=ts(i=a,a=t[e+1])))/2;return n[e]=o,n}(t),s=-1,l=t.length-1;for(;++s&lt;l;)e=ts(t[s],t[s+1]),y(e)&lt;At?o[s]=o[s+1]=0:(r=o[s]/e,n=o[s+1]/e,(i=r*r+n*n)&gt;9&amp;&amp;(i=3*e/Math.sqrt(i),o[s]=i*r,o[s+1]=i*n));s=-1;for(;++s&lt;=l;)i=(t[Math.min(l,s+1)][0]-t[Math.max(0,s-1)][0])/(6*(1+o[s]*o[s])),a.push([i||0,o[s]*i||0]);return a}(t))}});function Vo(t){return t.length&gt;1?t.join(&quot;L&quot;):t+&quot;Z&quot;}function Ho(t){return t.join(&quot;L&quot;)+&quot;Z&quot;}function qo(t){for(var e=0,r=t.length,n=t[0],i=[n[0],&quot;,&quot;,n[1]];++e&lt;r;)i.push(&quot;V&quot;,(n=t[e])[1],&quot;H&quot;,n[0]);return i.join(&quot;&quot;)}function Go(t){for(var e=0,r=t.length,n=t[0],i=[n[0],&quot;,&quot;,n[1]];++e&lt;r;)i.push(&quot;H&quot;,(n=t[e])[0],&quot;V&quot;,n[1]);return i.join(&quot;&quot;)}function Xo(t,e){if(e.length&lt;1||t.length!=e.length&amp;&amp;t.length!=e.length+2)return Vo(t);var r=t.length!=e.length,n=&quot;&quot;,i=t[0],a=t[1],o=e[0],s=o,l=1;if(r&amp;&amp;(n+=&quot;Q&quot;+(a[0]-2*o[0]/3)+&quot;,&quot;+(a[1]-2*o[1]/3)+&quot;,&quot;+a[0]+&quot;,&quot;+a[1],i=t[1],l=2),e.length&gt;1){s=e[1],a=t[l],l++,n+=&quot;C&quot;+(i[0]+o[0])+&quot;,&quot;+(i[1]+o[1])+&quot;,&quot;+(a[0]-s[0])+&quot;,&quot;+(a[1]-s[1])+&quot;,&quot;+a[0]+&quot;,&quot;+a[1];for(var u=2;u&lt;e.length;u++,l++)a=t[l],s=e[u],n+=&quot;S&quot;+(a[0]-s[0])+&quot;,&quot;+(a[1]-s[1])+&quot;,&quot;+a[0]+&quot;,&quot;+a[1]}if(r){var c=t[l];n+=&quot;Q&quot;+(a[0]+2*s[0]/3)+&quot;,&quot;+(a[1]+2*s[1]/3)+&quot;,&quot;+c[0]+&quot;,&quot;+c[1]}return n}function Wo(t,e){for(var r,n=[],i=(1-e)/2,a=t[0],o=t[1],s=1,l=t.length;++s&lt;l;)r=a,a=o,o=t[s],n.push([i*(o[0]-r[0]),i*(o[1]-r[1])]);return n}function Yo(t){if(t.length&lt;3)return Vo(t);var e=1,r=t.length,n=t[0],i=n[0],a=n[1],o=[i,i,i,(n=t[1])[0]],s=[a,a,a,n[1]],l=[i,&quot;,&quot;,a,&quot;L&quot;,Zo(Jo,o),&quot;,&quot;,Zo(Jo,s)];for(t.push(t[r-1]);++e&lt;=r;)n=t[e],o.shift(),o.push(n[0]),s.shift(),s.push(n[1]),Ko(l,o,s);return t.pop(),l.push(&quot;L&quot;,n),l.join(&quot;&quot;)}function Zo(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}Uo.forEach(function(t,e){e.key=t,e.closed=/-closed$/.test(t)});var Qo=[0,2/3,1/3,0],$o=[0,1/3,2/3,0],Jo=[0,1/6,2/3,1/6];function Ko(t,e,r){t.push(&quot;C&quot;,Zo(Qo,e),&quot;,&quot;,Zo(Qo,r),&quot;,&quot;,Zo($o,e),&quot;,&quot;,Zo($o,r),&quot;,&quot;,Zo(Jo,e),&quot;,&quot;,Zo(Jo,r))}function ts(t,e){return(e[1]-t[1])/(e[0]-t[0])}function es(t){for(var e,r,n,i=-1,a=t.length;++i&lt;a;)r=(e=t[i])[0],n=e[1]-Lt,e[0]=r*Math.cos(n),e[1]=r*Math.sin(n);return t}function rs(t){var e=ei,r=ei,n=0,i=ri,a=Xr,o=Vo,s=o.key,l=o,u=&quot;L&quot;,c=.7;function f(s){var f,h,d,p=[],g=[],v=[],m=-1,y=s.length,b=ve(e),x=ve(n),_=e===r?function(){return h}:ve(r),w=n===i?function(){return d}:ve(i);function A(){p.push(&quot;M&quot;,o(t(v),c),u,l(t(g.reverse()),c),&quot;Z&quot;)}for(;++m&lt;y;)a.call(this,f=s[m],m)?(g.push([h=+b.call(this,f,m),d=+x.call(this,f,m)]),v.push([+_.call(this,f,m),+w.call(this,f,m)])):g.length&amp;&amp;(A(),g=[],v=[]);return g.length&amp;&amp;A(),p.length?p.join(&quot;&quot;):null}return f.x=function(t){return arguments.length?(e=r=t,f):r},f.x0=function(t){return arguments.length?(e=t,f):e},f.x1=function(t){return arguments.length?(r=t,f):r},f.y=function(t){return arguments.length?(n=i=t,f):i},f.y0=function(t){return arguments.length?(n=t,f):n},f.y1=function(t){return arguments.length?(i=t,f):i},f.defined=function(t){return arguments.length?(a=t,f):a},f.interpolate=function(t){return arguments.length?(s=&quot;function&quot;==typeof t?o=t:(o=Uo.get(t)||Vo).key,l=o.reverse||o,u=o.closed?&quot;M&quot;:&quot;L&quot;,f):s},f.tension=function(t){return arguments.length?(c=t,f):c},f}function ns(t){return t.radius}function is(t){return[t.x,t.y]}function as(){return 64}function os(){return&quot;circle&quot;}function ss(t){var e=Math.sqrt(t/Tt);return&quot;M0,&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,&quot;+-e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,&quot;+e+&quot;Z&quot;}t.svg.line.radial=function(){var t=Bo(es);return t.radius=t.x,delete t.x,t.angle=t.y,delete t.y,t},qo.reverse=Go,Go.reverse=qo,t.svg.area=function(){return rs(O)},t.svg.area.radial=function(){var t=rs(es);return t.radius=t.x,delete t.x,t.innerRadius=t.x0,delete t.x0,t.outerRadius=t.x1,delete t.x1,t.angle=t.y,delete t.y,t.startAngle=t.y0,delete t.y0,t.endAngle=t.y1,delete t.y1,t},t.svg.chord=function(){var t=Un,e=Vn,r=ns,n=Io,i=No;function a(r,n){var i,a,u=o(this,t,r,n),c=o(this,e,r,n);return&quot;M&quot;+u.p0+s(u.r,u.p1,u.a1-u.a0)+(a=c,(i=u).a0==a.a0&amp;&amp;i.a1==a.a1?l(u.r,u.p1,u.r,u.p0):l(u.r,u.p1,c.r,c.p0)+s(c.r,c.p1,c.a1-c.a0)+l(c.r,c.p1,u.r,u.p0))+&quot;Z&quot;}function o(t,e,a,o){var s=e.call(t,a,o),l=r.call(t,s,o),u=n.call(t,s,o)-Lt,c=i.call(t,s,o)-Lt;return{r:l,a0:u,a1:c,p0:[l*Math.cos(u),l*Math.sin(u)],p1:[l*Math.cos(c),l*Math.sin(c)]}}function s(t,e,r){return&quot;A&quot;+t+&quot;,&quot;+t+&quot; 0 &quot;+ +(r&gt;Tt)+&quot;,1 &quot;+e}function l(t,e,r,n){return&quot;Q 0,0 &quot;+n}return a.radius=function(t){return arguments.length?(r=ve(t),a):r},a.source=function(e){return arguments.length?(t=ve(e),a):t},a.target=function(t){return arguments.length?(e=ve(t),a):e},a.startAngle=function(t){return arguments.length?(n=ve(t),a):n},a.endAngle=function(t){return arguments.length?(i=ve(t),a):i},a},t.svg.diagonal=function(){var t=Un,e=Vn,r=is;function n(n,i){var a=t.call(this,n,i),o=e.call(this,n,i),s=(a.y+o.y)/2,l=[a,{x:a.x,y:s},{x:o.x,y:s},o];return&quot;M&quot;+(l=l.map(r))[0]+&quot;C&quot;+l[1]+&quot; &quot;+l[2]+&quot; &quot;+l[3]}return n.source=function(e){return arguments.length?(t=ve(e),n):t},n.target=function(t){return arguments.length?(e=ve(t),n):e},n.projection=function(t){return arguments.length?(r=t,n):r},n},t.svg.diagonal.radial=function(){var e=t.svg.diagonal(),r=is,n=e.projection;return e.projection=function(t){return arguments.length?n(function(t){return function(){var e=t.apply(this,arguments),r=e[0],n=e[1]-Lt;return[r*Math.cos(n),r*Math.sin(n)]}}(r=t)):r},e},t.svg.symbol=function(){var t=os,e=as;function r(r,n){return(ls.get(t.call(this,r,n))||ss)(e.call(this,r,n))}return r.type=function(e){return arguments.length?(t=ve(e),r):t},r.size=function(t){return arguments.length?(e=ve(t),r):e},r};var ls=t.map({circle:ss,cross:function(t){var e=Math.sqrt(t/5)/2;return&quot;M&quot;+-3*e+&quot;,&quot;+-e+&quot;H&quot;+-e+&quot;V&quot;+-3*e+&quot;H&quot;+e+&quot;V&quot;+-e+&quot;H&quot;+3*e+&quot;V&quot;+e+&quot;H&quot;+e+&quot;V&quot;+3*e+&quot;H&quot;+-e+&quot;V&quot;+e+&quot;H&quot;+-3*e+&quot;Z&quot;},diamond:function(t){var e=Math.sqrt(t/(2*cs)),r=e*cs;return&quot;M0,&quot;+-e+&quot;L&quot;+r+&quot;,0 0,&quot;+e+&quot; &quot;+-r+&quot;,0Z&quot;},square:function(t){var e=Math.sqrt(t)/2;return&quot;M&quot;+-e+&quot;,&quot;+-e+&quot;L&quot;+e+&quot;,&quot;+-e+&quot; &quot;+e+&quot;,&quot;+e+&quot; &quot;+-e+&quot;,&quot;+e+&quot;Z&quot;},&quot;triangle-down&quot;:function(t){var e=Math.sqrt(t/us),r=e*us/2;return&quot;M0,&quot;+r+&quot;L&quot;+e+&quot;,&quot;+-r+&quot; &quot;+-e+&quot;,&quot;+-r+&quot;Z&quot;},&quot;triangle-up&quot;:function(t){var e=Math.sqrt(t/us),r=e*us/2;return&quot;M0,&quot;+-r+&quot;L&quot;+e+&quot;,&quot;+r+&quot; &quot;+-e+&quot;,&quot;+r+&quot;Z&quot;}});t.svg.symbolTypes=ls.keys();var us=Math.sqrt(3),cs=Math.tan(30*St);W.transition=function(t){for(var e,r,n=ps||++ms,i=xs(t),a=[],o=gs||{time:Date.now(),ease:ia,delay:0,duration:250},s=-1,l=this.length;++s&lt;l;){a.push(e=[]);for(var u=this[s],c=-1,f=u.length;++c&lt;f;)(r=u[c])&amp;&amp;_s(r,c,i,n,o),e.push(r)}return ds(a,i,n)},W.interrupt=function(t){return this.each(null==t?fs:hs(xs(t)))};var fs=hs(xs());function hs(t){return function(){var e,r,n;(e=this[t])&amp;&amp;(n=e[r=e.active])&amp;&amp;(n.timer.c=null,n.timer.t=NaN,--e.count?delete e[r]:delete this[t],e.active+=.5,n.event&amp;&amp;n.event.interrupt.call(this,this.__data__,n.index))}}function ds(t,e,r){return V(t,vs),t.namespace=e,t.id=r,t}var ps,gs,vs=[],ms=0;function ys(t,e,r,n){var i=t.id,a=t.namespace;return ct(t,&quot;function&quot;==typeof r?function(t,o,s){t[a][i].tween.set(e,n(r.call(t,t.__data__,o,s)))}:(r=n(r),function(t){t[a][i].tween.set(e,r)}))}function bs(t){return null==t&amp;&amp;(t=&quot;&quot;),function(){this.textContent=t}}function xs(t){return null==t?&quot;__transition__&quot;:&quot;__transition_&quot;+t+&quot;__&quot;}function _s(t,e,r,n,i){var a,o,s,l,u,c=t[r]||(t[r]={active:0,count:0}),f=c[n];function h(r){var i=c.active,h=c[i];for(var p in h&amp;&amp;(h.timer.c=null,h.timer.t=NaN,--c.count,delete c[i],h.event&amp;&amp;h.event.interrupt.call(t,t.__data__,h.index)),c)if(+p&lt;n){var g=c[p];g.timer.c=null,g.timer.t=NaN,--c.count,delete c[p]}o.c=d,Me(function(){return o.c&amp;&amp;d(r||1)&amp;&amp;(o.c=null,o.t=NaN),1},0,a),c.active=n,f.event&amp;&amp;f.event.start.call(t,t.__data__,e),u=[],f.tween.forEach(function(r,n){(n=n.call(t,t.__data__,e))&amp;&amp;u.push(n)}),l=f.ease,s=f.duration}function d(i){for(var a=i/s,o=l(a),h=u.length;h&gt;0;)u[--h].call(t,o);if(a&gt;=1)return f.event&amp;&amp;f.event.end.call(t,t.__data__,e),--c.count?delete c[n]:delete t[r],1}f||(a=i.time,o=Me(function(t){var e=f.delay;if(o.t=e+a,e&lt;=t)return h(t-e);o.c=h},0,a),f=c[n]={tween:new x,time:a,timer:o,delay:i.delay,duration:i.duration,ease:i.ease,index:e},i=null,++c.count)}vs.call=W.call,vs.empty=W.empty,vs.node=W.node,vs.size=W.size,t.transition=function(e,r){return e&amp;&amp;e.transition?ps?e.transition(r):e:t.selection().transition(e)},t.transition.prototype=vs,vs.select=function(t){var e,r,n,i=this.id,a=this.namespace,o=[];t=Y(t);for(var s=-1,l=this.length;++s&lt;l;){o.push(e=[]);for(var u=this[s],c=-1,f=u.length;++c&lt;f;)(n=u[c])&amp;&amp;(r=t.call(n,n.__data__,c,s))?(&quot;__data__&quot;in n&amp;&amp;(r.__data__=n.__data__),_s(r,c,a,i,n[a][i]),e.push(r)):e.push(null)}return ds(o,a,i)},vs.selectAll=function(t){var e,r,n,i,a,o=this.id,s=this.namespace,l=[];t=Z(t);for(var u=-1,c=this.length;++u&lt;c;)for(var f=this[u],h=-1,d=f.length;++h&lt;d;)if(n=f[h]){a=n[s][o],r=t.call(n,n.__data__,h,u),l.push(e=[]);for(var p=-1,g=r.length;++p&lt;g;)(i=r[p])&amp;&amp;_s(i,p,s,o,a),e.push(i)}return ds(l,s,o)},vs.filter=function(t){var e,r,n=[];&quot;function&quot;!=typeof t&amp;&amp;(t=ut(t));for(var i=0,a=this.length;i&lt;a;i++){n.push(e=[]);for(var o,s=0,l=(o=this[i]).length;s&lt;l;s++)(r=o[s])&amp;&amp;t.call(r,r.__data__,s,i)&amp;&amp;e.push(r)}return ds(n,this.namespace,this.id)},vs.tween=function(t,e){var r=this.id,n=this.namespace;return arguments.length&lt;2?this.node()[n][r].tween.get(t):ct(this,null==e?function(e){e[n][r].tween.remove(t)}:function(i){i[n][r].tween.set(t,e)})},vs.attr=function(e,r){if(arguments.length&lt;2){for(r in e)this.attr(r,e[r]);return this}var n=&quot;transform&quot;==e?ga:Zi,i=t.ns.qualify(e);function a(){this.removeAttribute(i)}function o(){this.removeAttributeNS(i.space,i.local)}return ys(this,&quot;attr.&quot;+e,r,i.local?function(t){return null==t?o:(t+=&quot;&quot;,function(){var e,r=this.getAttributeNS(i.space,i.local);return r!==t&amp;&amp;(e=n(r,t),function(t){this.setAttributeNS(i.space,i.local,e(t))})})}:function(t){return null==t?a:(t+=&quot;&quot;,function(){var e,r=this.getAttribute(i);return r!==t&amp;&amp;(e=n(r,t),function(t){this.setAttribute(i,e(t))})})})},vs.attrTween=function(e,r){var n=t.ns.qualify(e);return this.tween(&quot;attr.&quot;+e,n.local?function(t,e){var i=r.call(this,t,e,this.getAttributeNS(n.space,n.local));return i&amp;&amp;function(t){this.setAttributeNS(n.space,n.local,i(t))}}:function(t,e){var i=r.call(this,t,e,this.getAttribute(n));return i&amp;&amp;function(t){this.setAttribute(n,i(t))}})},vs.style=function(t,e,r){var n=arguments.length;if(n&lt;3){if(&quot;string&quot;!=typeof t){for(r in n&lt;2&amp;&amp;(e=&quot;&quot;),t)this.style(r,t[r],e);return this}r=&quot;&quot;}function i(){this.style.removeProperty(t)}return ys(this,&quot;style.&quot;+t,e,function(e){return null==e?i:(e+=&quot;&quot;,function(){var n,i=o(this).getComputedStyle(this,null).getPropertyValue(t);return i!==e&amp;&amp;(n=Zi(i,e),function(e){this.style.setProperty(t,n(e),r)})})})},vs.styleTween=function(t,e,r){return arguments.length&lt;3&amp;&amp;(r=&quot;&quot;),this.tween(&quot;style.&quot;+t,function(n,i){var a=e.call(this,n,i,o(this).getComputedStyle(this,null).getPropertyValue(t));return a&amp;&amp;function(e){this.style.setProperty(t,a(e),r)}})},vs.text=function(t){return ys(this,&quot;text&quot;,t,bs)},vs.remove=function(){var t=this.namespace;return this.each(&quot;end.transition&quot;,function(){var e;this[t].count&lt;2&amp;&amp;(e=this.parentNode)&amp;&amp;e.removeChild(this)})},vs.ease=function(e){var r=this.id,n=this.namespace;return arguments.length&lt;1?this.node()[n][r].ease:(&quot;function&quot;!=typeof e&amp;&amp;(e=t.ease.apply(t,arguments)),ct(this,function(t){t[n][r].ease=e}))},vs.delay=function(t){var e=this.id,r=this.namespace;return arguments.length&lt;1?this.node()[r][e].delay:ct(this,&quot;function&quot;==typeof t?function(n,i,a){n[r][e].delay=+t.call(n,n.__data__,i,a)}:(t=+t,function(n){n[r][e].delay=t}))},vs.duration=function(t){var e=this.id,r=this.namespace;return arguments.length&lt;1?this.node()[r][e].duration:ct(this,&quot;function&quot;==typeof t?function(n,i,a){n[r][e].duration=Math.max(1,t.call(n,n.__data__,i,a))}:(t=Math.max(1,t),function(n){n[r][e].duration=t}))},vs.each=function(e,r){var n=this.id,i=this.namespace;if(arguments.length&lt;2){var a=gs,o=ps;try{ps=n,ct(this,function(t,r,a){gs=t[i][n],e.call(t,t.__data__,r,a)})}finally{gs=a,ps=o}}else ct(this,function(a){var o=a[i][n];(o.event||(o.event=t.dispatch(&quot;start&quot;,&quot;end&quot;,&quot;interrupt&quot;))).on(e,r)});return this},vs.transition=function(){for(var t,e,r,n=this.id,i=++ms,a=this.namespace,o=[],s=0,l=this.length;s&lt;l;s++){o.push(t=[]);for(var u,c=0,f=(u=this[s]).length;c&lt;f;c++)(e=u[c])&amp;&amp;_s(e,c,a,i,{time:(r=e[a][n]).time,ease:r.ease,delay:r.delay+r.duration,duration:r.duration}),t.push(e)}return ds(o,a,i)},t.svg.axis=function(){var e,r=t.scale.linear(),i=ws,a=6,o=6,s=3,l=[10],u=null;function c(n){n.each(function(){var n,c=t.select(this),f=this.__chart__||r,h=this.__chart__=r.copy(),d=null==u?h.ticks?h.ticks.apply(h,l):h.domain():u,p=null==e?h.tickFormat?h.tickFormat.apply(h,l):O:e,g=c.selectAll(&quot;.tick&quot;).data(d,h),v=g.enter().insert(&quot;g&quot;,&quot;.domain&quot;).attr(&quot;class&quot;,&quot;tick&quot;).style(&quot;opacity&quot;,At),m=t.transition(g.exit()).style(&quot;opacity&quot;,At).remove(),y=t.transition(g.order()).style(&quot;opacity&quot;,1),b=Math.max(a,0)+s,x=co(h),_=c.selectAll(&quot;.domain&quot;).data([0]),w=(_.enter().append(&quot;path&quot;).attr(&quot;class&quot;,&quot;domain&quot;),t.transition(_));v.append(&quot;line&quot;),v.append(&quot;text&quot;);var A,M,T,k,E=v.select(&quot;line&quot;),L=y.select(&quot;line&quot;),S=g.select(&quot;text&quot;).text(p),C=v.select(&quot;text&quot;),R=y.select(&quot;text&quot;),P=&quot;top&quot;===i||&quot;left&quot;===i?-1:1;if(&quot;bottom&quot;===i||&quot;top&quot;===i?(n=Ms,A=&quot;x&quot;,T=&quot;y&quot;,M=&quot;x2&quot;,k=&quot;y2&quot;,S.attr(&quot;dy&quot;,P&lt;0?&quot;0em&quot;:&quot;.71em&quot;).style(&quot;text-anchor&quot;,&quot;middle&quot;),w.attr(&quot;d&quot;,&quot;M&quot;+x[0]+&quot;,&quot;+P*o+&quot;V0H&quot;+x[1]+&quot;V&quot;+P*o)):(n=Ts,A=&quot;y&quot;,T=&quot;x&quot;,M=&quot;y2&quot;,k=&quot;x2&quot;,S.attr(&quot;dy&quot;,&quot;.32em&quot;).style(&quot;text-anchor&quot;,P&lt;0?&quot;end&quot;:&quot;start&quot;),w.attr(&quot;d&quot;,&quot;M&quot;+P*o+&quot;,&quot;+x[0]+&quot;H0V&quot;+x[1]+&quot;H&quot;+P*o)),E.attr(k,P*a),C.attr(T,P*b),L.attr(M,0).attr(k,P*a),R.attr(A,0).attr(T,P*b),h.rangeBand){var z=h,I=z.rangeBand()/2;f=h=function(t){return z(t)+I}}else f.rangeBand?f=h:m.call(n,h,f);v.call(n,f,h),y.call(n,h,h)})}return c.scale=function(t){return arguments.length?(r=t,c):r},c.orient=function(t){return arguments.length?(i=t in As?t+&quot;&quot;:ws,c):i},c.ticks=function(){return arguments.length?(l=n(arguments),c):l},c.tickValues=function(t){return arguments.length?(u=t,c):u},c.tickFormat=function(t){return arguments.length?(e=t,c):e},c.tickSize=function(t){var e=arguments.length;return e?(a=+t,o=+arguments[e-1],c):a},c.innerTickSize=function(t){return arguments.length?(a=+t,c):a},c.outerTickSize=function(t){return arguments.length?(o=+t,c):o},c.tickPadding=function(t){return arguments.length?(s=+t,c):s},c.tickSubdivide=function(){return arguments.length&amp;&amp;c},c};var ws=&quot;bottom&quot;,As={top:1,right:1,bottom:1,left:1};function Ms(t,e,r){t.attr(&quot;transform&quot;,function(t){var n=e(t);return&quot;translate(&quot;+(isFinite(n)?n:r(t))+&quot;,0)&quot;})}function Ts(t,e,r){t.attr(&quot;transform&quot;,function(t){var n=e(t);return&quot;translate(0,&quot;+(isFinite(n)?n:r(t))+&quot;)&quot;})}t.svg.brush=function(){var e,r,n=B(h,&quot;brushstart&quot;,&quot;brush&quot;,&quot;brushend&quot;),i=null,a=null,s=[0,0],l=[0,0],u=!0,c=!0,f=Es[0];function h(e){e.each(function(){var e=t.select(this).style(&quot;pointer-events&quot;,&quot;all&quot;).style(&quot;-webkit-tap-highlight-color&quot;,&quot;rgba(0,0,0,0)&quot;).on(&quot;mousedown.brush&quot;,v).on(&quot;touchstart.brush&quot;,v),r=e.selectAll(&quot;.background&quot;).data([0]);r.enter().append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;background&quot;).style(&quot;visibility&quot;,&quot;hidden&quot;).style(&quot;cursor&quot;,&quot;crosshair&quot;),e.selectAll(&quot;.extent&quot;).data([0]).enter().append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;extent&quot;).style(&quot;cursor&quot;,&quot;move&quot;);var n=e.selectAll(&quot;.resize&quot;).data(f,O);n.exit().remove(),n.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return&quot;resize &quot;+t}).style(&quot;cursor&quot;,function(t){return ks[t]}).append(&quot;rect&quot;).attr(&quot;x&quot;,function(t){return/[ew]$/.test(t)?-3:null}).attr(&quot;y&quot;,function(t){return/^[ns]/.test(t)?-3:null}).attr(&quot;width&quot;,6).attr(&quot;height&quot;,6).style(&quot;visibility&quot;,&quot;hidden&quot;),n.style(&quot;display&quot;,h.empty()?&quot;none&quot;:null);var o,s=t.transition(e),l=t.transition(r);i&amp;&amp;(o=co(i),l.attr(&quot;x&quot;,o[0]).attr(&quot;width&quot;,o[1]-o[0]),p(s)),a&amp;&amp;(o=co(a),l.attr(&quot;y&quot;,o[0]).attr(&quot;height&quot;,o[1]-o[0]),g(s)),d(s)})}function d(t){t.selectAll(&quot;.resize&quot;).attr(&quot;transform&quot;,function(t){return&quot;translate(&quot;+s[+/e$/.test(t)]+&quot;,&quot;+l[+/^s/.test(t)]+&quot;)&quot;})}function p(t){t.select(&quot;.extent&quot;).attr(&quot;x&quot;,s[0]),t.selectAll(&quot;.extent,.n&gt;rect,.s&gt;rect&quot;).attr(&quot;width&quot;,s[1]-s[0])}function g(t){t.select(&quot;.extent&quot;).attr(&quot;y&quot;,l[0]),t.selectAll(&quot;.extent,.e&gt;rect,.w&gt;rect&quot;).attr(&quot;height&quot;,l[1]-l[0])}function v(){var f,v,m=this,y=t.select(t.event.target),b=n.of(m,arguments),x=t.select(m),_=y.datum(),w=!/^(n|s)$/.test(_)&amp;&amp;i,A=!/^(e|w)$/.test(_)&amp;&amp;a,M=y.classed(&quot;extent&quot;),T=bt(m),k=t.mouse(m),E=t.select(o(m)).on(&quot;keydown.brush&quot;,function(){32==t.event.keyCode&amp;&amp;(M||(f=null,k[0]-=s[1],k[1]-=l[1],M=2),F())}).on(&quot;keyup.brush&quot;,function(){32==t.event.keyCode&amp;&amp;2==M&amp;&amp;(k[0]+=s[1],k[1]+=l[1],M=0,F())});if(t.event.changedTouches?E.on(&quot;touchmove.brush&quot;,C).on(&quot;touchend.brush&quot;,R):E.on(&quot;mousemove.brush&quot;,C).on(&quot;mouseup.brush&quot;,R),x.interrupt().selectAll(&quot;*&quot;).interrupt(),M)k[0]=s[0]-k[0],k[1]=l[0]-k[1];else if(_){var L=+/w$/.test(_),S=+/^n/.test(_);v=[s[1-L]-k[0],l[1-S]-k[1]],k[0]=s[L],k[1]=l[S]}else t.event.altKey&amp;&amp;(f=k.slice());function C(){var e=t.mouse(m),r=!1;v&amp;&amp;(e[0]+=v[0],e[1]+=v[1]),M||(t.event.altKey?(f||(f=[(s[0]+s[1])/2,(l[0]+l[1])/2]),k[0]=s[+(e[0]&lt;f[0])],k[1]=l[+(e[1]&lt;f[1])]):f=null),w&amp;&amp;O(e,i,0)&amp;&amp;(p(x),r=!0),A&amp;&amp;O(e,a,1)&amp;&amp;(g(x),r=!0),r&amp;&amp;(d(x),b({type:&quot;brush&quot;,mode:M?&quot;move&quot;:&quot;resize&quot;}))}function O(t,n,i){var a,o,h=co(n),d=h[0],p=h[1],g=k[i],v=i?l:s,m=v[1]-v[0];if(M&amp;&amp;(d-=g,p-=m+g),a=(i?c:u)?Math.max(d,Math.min(p,t[i])):t[i],M?o=(a+=g)+m:(f&amp;&amp;(g=Math.max(d,Math.min(p,2*f[i]-a))),g&lt;a?(o=a,a=g):o=g),v[0]!=a||v[1]!=o)return i?r=null:e=null,v[0]=a,v[1]=o,!0}function R(){C(),x.style(&quot;pointer-events&quot;,&quot;all&quot;).selectAll(&quot;.resize&quot;).style(&quot;display&quot;,h.empty()?&quot;none&quot;:null),t.select(&quot;body&quot;).style(&quot;cursor&quot;,null),E.on(&quot;mousemove.brush&quot;,null).on(&quot;mouseup.brush&quot;,null).on(&quot;touchmove.brush&quot;,null).on(&quot;touchend.brush&quot;,null).on(&quot;keydown.brush&quot;,null).on(&quot;keyup.brush&quot;,null),T(),b({type:&quot;brushend&quot;})}x.style(&quot;pointer-events&quot;,&quot;none&quot;).selectAll(&quot;.resize&quot;).style(&quot;display&quot;,null),t.select(&quot;body&quot;).style(&quot;cursor&quot;,y.style(&quot;cursor&quot;)),b({type:&quot;brushstart&quot;}),C()}return h.event=function(i){i.each(function(){var i=n.of(this,arguments),a={x:s,y:l,i:e,j:r},o=this.__chart__||a;this.__chart__=a,ps?t.select(this).transition().each(&quot;start.brush&quot;,function(){e=o.i,r=o.j,s=o.x,l=o.y,i({type:&quot;brushstart&quot;})}).tween(&quot;brush:brush&quot;,function(){var t=Qi(s,a.x),n=Qi(l,a.y);return e=r=null,function(e){s=a.x=t(e),l=a.y=n(e),i({type:&quot;brush&quot;,mode:&quot;resize&quot;})}}).each(&quot;end.brush&quot;,function(){e=a.i,r=a.j,i({type:&quot;brush&quot;,mode:&quot;resize&quot;}),i({type:&quot;brushend&quot;})}):(i({type:&quot;brushstart&quot;}),i({type:&quot;brush&quot;,mode:&quot;resize&quot;}),i({type:&quot;brushend&quot;}))})},h.x=function(t){return arguments.length?(f=Es[!(i=t)&lt;&lt;1|!a],h):i},h.y=function(t){return arguments.length?(f=Es[!i&lt;&lt;1|!(a=t)],h):a},h.clamp=function(t){return arguments.length?(i&amp;&amp;a?(u=!!t[0],c=!!t[1]):i?u=!!t:a&amp;&amp;(c=!!t),h):i&amp;&amp;a?[u,c]:i?u:a?c:null},h.extent=function(t){var n,o,u,c,f;return arguments.length?(i&amp;&amp;(n=t[0],o=t[1],a&amp;&amp;(n=n[0],o=o[0]),e=[n,o],i.invert&amp;&amp;(n=i(n),o=i(o)),o&lt;n&amp;&amp;(f=n,n=o,o=f),n==s[0]&amp;&amp;o==s[1]||(s=[n,o])),a&amp;&amp;(u=t[0],c=t[1],i&amp;&amp;(u=u[1],c=c[1]),r=[u,c],a.invert&amp;&amp;(u=a(u),c=a(c)),c&lt;u&amp;&amp;(f=u,u=c,c=f),u==l[0]&amp;&amp;c==l[1]||(l=[u,c])),h):(i&amp;&amp;(e?(n=e[0],o=e[1]):(n=s[0],o=s[1],i.invert&amp;&amp;(n=i.invert(n),o=i.invert(o)),o&lt;n&amp;&amp;(f=n,n=o,o=f))),a&amp;&amp;(r?(u=r[0],c=r[1]):(u=l[0],c=l[1],a.invert&amp;&amp;(u=a.invert(u),c=a.invert(c)),c&lt;u&amp;&amp;(f=u,u=c,c=f))),i&amp;&amp;a?[[n,u],[o,c]]:i?[n,o]:a&amp;&amp;[u,c])},h.clear=function(){return h.empty()||(s=[0,0],l=[0,0],e=r=null),h},h.empty=function(){return!!i&amp;&amp;s[0]==s[1]||!!a&amp;&amp;l[0]==l[1]},t.rebind(h,n,&quot;on&quot;)};var ks={n:&quot;ns-resize&quot;,e:&quot;ew-resize&quot;,s:&quot;ns-resize&quot;,w:&quot;ew-resize&quot;,nw:&quot;nwse-resize&quot;,ne:&quot;nesw-resize&quot;,se:&quot;nwse-resize&quot;,sw:&quot;nesw-resize&quot;},Es=[[&quot;n&quot;,&quot;e&quot;,&quot;s&quot;,&quot;w&quot;,&quot;nw&quot;,&quot;ne&quot;,&quot;se&quot;,&quot;sw&quot;],[&quot;e&quot;,&quot;w&quot;],[&quot;n&quot;,&quot;s&quot;],[]],Ls=Pe.format=sr.timeFormat,Ss=Ls.utc,Cs=Ss(&quot;%Y-%m-%dT%H:%M:%S.%LZ&quot;);function Os(t){return t.toISOString()}function Rs(e,r,n){function i(t){return e(t)}function a(e,n){var i=(e[1]-e[0])/n,a=t.bisect(zs,i);return a==zs.length?[r.year,bo(e.map(function(t){return t/31536e6}),n)[2]]:a?r[i/zs[a-1]&lt;zs[a]/i?a-1:a]:[Ds,bo(e,n)[2]]}return i.invert=function(t){return Ps(e.invert(t))},i.domain=function(t){return arguments.length?(e.domain(t),i):e.domain().map(Ps)},i.nice=function(t,e){var r=i.domain(),n=uo(r),o=null==t?a(n,10):&quot;number&quot;==typeof t&amp;&amp;a(n,t);function s(r){return!isNaN(r)&amp;&amp;!t.range(r,Ps(+r+1),e).length}return o&amp;&amp;(t=o[0],e=o[1]),i.domain(ho(r,e&gt;1?{floor:function(e){for(;s(e=t.floor(e));)e=Ps(e-1);return e},ceil:function(e){for(;s(e=t.ceil(e));)e=Ps(+e+1);return e}}:t))},i.ticks=function(t,e){var r=uo(i.domain()),n=null==t?a(r,10):&quot;number&quot;==typeof t?a(r,t):!t.range&amp;&amp;[{range:t},e];return n&amp;&amp;(t=n[0],e=n[1]),t.range(r[0],Ps(+r[1]+1),e&lt;1?1:e)},i.tickFormat=function(){return n},i.copy=function(){return Rs(e.copy(),r,n)},mo(i,e)}function Ps(t){return new Date(t)}Ls.iso=Date.prototype.toISOString&amp;&amp;+new Date(&quot;2000-01-01T00:00:00.000Z&quot;)?Os:Cs,Os.parse=function(t){var e=new Date(t);return isNaN(e)?null:e},Os.toString=Cs.toString,Pe.second=De(function(t){return new ze(1e3*Math.floor(t/1e3))},function(t,e){t.setTime(t.getTime()+1e3*Math.floor(e))},function(t){return t.getSeconds()}),Pe.seconds=Pe.second.range,Pe.seconds.utc=Pe.second.utc.range,Pe.minute=De(function(t){return new ze(6e4*Math.floor(t/6e4))},function(t,e){t.setTime(t.getTime()+6e4*Math.floor(e))},function(t){return t.getMinutes()}),Pe.minutes=Pe.minute.range,Pe.minutes.utc=Pe.minute.utc.range,Pe.hour=De(function(t){var e=t.getTimezoneOffset()/60;return new ze(36e5*(Math.floor(t/36e5-e)+e))},function(t,e){t.setTime(t.getTime()+36e5*Math.floor(e))},function(t){return t.getHours()}),Pe.hours=Pe.hour.range,Pe.hours.utc=Pe.hour.utc.range,Pe.month=De(function(t){return(t=Pe.day(t)).setDate(1),t},function(t,e){t.setMonth(t.getMonth()+e)},function(t){return t.getMonth()}),Pe.months=Pe.month.range,Pe.months.utc=Pe.month.utc.range;var zs=[1e3,5e3,15e3,3e4,6e4,3e5,9e5,18e5,36e5,108e5,216e5,432e5,864e5,1728e5,6048e5,2592e6,7776e6,31536e6],Is=[[Pe.second,1],[Pe.second,5],[Pe.second,15],[Pe.second,30],[Pe.minute,1],[Pe.minute,5],[Pe.minute,15],[Pe.minute,30],[Pe.hour,1],[Pe.hour,3],[Pe.hour,6],[Pe.hour,12],[Pe.day,1],[Pe.day,2],[Pe.week,1],[Pe.month,1],[Pe.month,3],[Pe.year,1]],Ns=Ls.multi([[&quot;.%L&quot;,function(t){return t.getMilliseconds()}],[&quot;:%S&quot;,function(t){return t.getSeconds()}],[&quot;%I:%M&quot;,function(t){return t.getMinutes()}],[&quot;%I %p&quot;,function(t){return t.getHours()}],[&quot;%a %d&quot;,function(t){return t.getDay()&amp;&amp;1!=t.getDate()}],[&quot;%b %d&quot;,function(t){return 1!=t.getDate()}],[&quot;%B&quot;,function(t){return t.getMonth()}],[&quot;%Y&quot;,Xr]]),Ds={range:function(e,r,n){return t.range(Math.ceil(e/n)*n,+r,n).map(Ps)},floor:O,ceil:O};Is.year=Pe.year,Pe.scale=function(){return Rs(t.scale.linear(),Is,Ns)};var Fs=Is.map(function(t){return[t[0].utc,t[1]]}),js=Ss.multi([[&quot;.%L&quot;,function(t){return t.getUTCMilliseconds()}],[&quot;:%S&quot;,function(t){return t.getUTCSeconds()}],[&quot;%I:%M&quot;,function(t){return t.getUTCMinutes()}],[&quot;%I %p&quot;,function(t){return t.getUTCHours()}],[&quot;%a %d&quot;,function(t){return t.getUTCDay()&amp;&amp;1!=t.getUTCDate()}],[&quot;%b %d&quot;,function(t){return 1!=t.getUTCDate()}],[&quot;%B&quot;,function(t){return t.getUTCMonth()}],[&quot;%Y&quot;,Xr]]);function Bs(t){return JSON.parse(t.responseText)}function Us(t){var e=i.createRange();return e.selectNode(i.body),e.createContextualFragment(t.responseText)}Fs.year=Pe.year.utc,Pe.scale.utc=function(){return Rs(t.scale.linear(),Fs,js)},t.text=me(function(t){return t.responseText}),t.json=function(t,e){return ye(t,&quot;application/json&quot;,Bs,e)},t.html=function(t,e){return ye(t,&quot;text/html&quot;,Us,e)},t.xml=me(function(t){return t.responseXML}),&quot;object&quot;==typeof e&amp;&amp;e.exports?e.exports=t:this.d3=t}()},{}],82:[function(t,e,r){e.exports=function(){for(var t=0;t&lt;arguments.length;t++)if(void 0!==arguments[t])return arguments[t]}},{}],83:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;incremental-convex-hull&quot;),i=t(&quot;uniq&quot;);function a(t,e){this.point=t,this.index=e}function o(t,e){for(var r=t.point,n=e.point,i=r.length,a=0;a&lt;i;++a){var o=n[a]-r[a];if(o)return o}return 0}e.exports=function(t,e){var r=t.length;if(0===r)return[];var s=t[0].length;if(s&lt;1)return[];if(1===s)return function(t,e,r){if(1===t)return r?[[-1,0]]:[];var n=e.map(function(t,e){return[t[0],e]});n.sort(function(t,e){return t[0]-e[0]});for(var i=new Array(t-1),a=1;a&lt;t;++a){var o=n[a-1],s=n[a];i[a-1]=[o[1],s[1]]}r&amp;&amp;i.push([-1,i[0][1]],[i[t-1][1],-1]);return i}(r,t,e);for(var l=new Array(r),u=1,c=0;c&lt;r;++c){for(var f=t[c],h=new Array(s+1),d=0,p=0;p&lt;s;++p){var g=f[p];h[p]=g,d+=g*g}h[s]=d,l[c]=new a(h,c),u=Math.max(d,u)}i(l,o),r=l.length;for(var v=new Array(r+s+1),m=new Array(r+s+1),y=(s+1)*(s+1)*u,b=new Array(s+1),c=0;c&lt;=s;++c)b[c]=0;b[s]=y,v[0]=b.slice(),m[0]=-1;for(var c=0;c&lt;=s;++c){var h=b.slice();h[c]=1,v[c+1]=h,m[c+1]=-1}for(var c=0;c&lt;r;++c){var x=l[c];v[c+s+1]=x.point,m[c+s+1]=x.index}var _=n(v,!1);_=e?_.filter(function(t){for(var e=0,r=0;r&lt;=s;++r){var n=m[t[r]];if(n&lt;0&amp;&amp;++e&gt;=2)return!1;t[r]=n}return!0}):_.filter(function(t){for(var e=0;e&lt;=s;++e){var r=m[t[e]];if(r&lt;0)return!1;t[e]=r}return!0});if(1&amp;s)for(var c=0;c&lt;_.length;++c){var x=_[c],h=x[0];x[0]=x[1],x[1]=h}return _}},{&quot;incremental-convex-hull&quot;:254,uniq:350}],84:[function(t,e,r){(function(t){var r=!1;if(&quot;undefined&quot;!=typeof Float64Array){var n=new Float64Array(1),i=new Uint32Array(n.buffer);if(n[0]=1,r=!0,1072693248===i[1]){e.exports=function(t){return n[0]=t,[i[0],i[1]]},e.exports.pack=function(t,e){return i[0]=t,i[1]=e,n[0]},e.exports.lo=function(t){return n[0]=t,i[0]},e.exports.hi=function(t){return n[0]=t,i[1]}}else if(1072693248===i[0]){e.exports=function(t){return n[0]=t,[i[1],i[0]]},e.exports.pack=function(t,e){return i[1]=t,i[0]=e,n[0]},e.exports.lo=function(t){return n[0]=t,i[1]},e.exports.hi=function(t){return n[0]=t,i[0]}}else r=!1}if(!r){var a=new t(8);e.exports=function(t){return a.writeDoubleLE(t,0,!0),[a.readUInt32LE(0,!0),a.readUInt32LE(4,!0)]},e.exports.pack=function(t,e){return a.writeUInt32LE(t,0,!0),a.writeUInt32LE(e,4,!0),a.readDoubleLE(0,!0)},e.exports.lo=function(t){return a.writeDoubleLE(t,0,!0),a.readUInt32LE(0,!0)},e.exports.hi=function(t){return a.writeDoubleLE(t,0,!0),a.readUInt32LE(4,!0)}}e.exports.sign=function(t){return e.exports.hi(t)&gt;&gt;&gt;31},e.exports.exponent=function(t){return(e.exports.hi(t)&lt;&lt;1&gt;&gt;&gt;21)-1023},e.exports.fraction=function(t){var r=e.exports.lo(t),n=e.exports.hi(t),i=1048575&amp;n;return 2146435072&amp;n&amp;&amp;(i+=1&lt;&lt;20),[r,i]},e.exports.denormalized=function(t){return!(2146435072&amp;e.exports.hi(t))}}).call(this,t(&quot;buffer&quot;).Buffer)},{buffer:48}],85:[function(t,e,r){e.exports=function(t){switch(t){case&quot;int8&quot;:return Int8Array;case&quot;int16&quot;:return Int16Array;case&quot;int32&quot;:return Int32Array;case&quot;uint8&quot;:return Uint8Array;case&quot;uint16&quot;:return Uint16Array;case&quot;uint32&quot;:return Uint32Array;case&quot;float32&quot;:return Float32Array;case&quot;float64&quot;:return Float64Array;case&quot;array&quot;:return Array;case&quot;uint8_clamped&quot;:return Uint8ClampedArray}}},{}],86:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){switch(&quot;undefined&quot;==typeof e&amp;&amp;(e=0),typeof t){case&quot;number&quot;:if(t&gt;0)return function(t,e){var r,n;for(r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}(0|t,e);break;case&quot;object&quot;:if(&quot;number&quot;==typeof t.length)return function t(e,r,n){var i=0|e[n];if(i&lt;=0)return[];var a,o=new Array(i);if(n===e.length-1)for(a=0;a&lt;i;++a)o[a]=r;else for(a=0;a&lt;i;++a)o[a]=t(e,r,n+1);return o}(t,e,0)}return[]}},{}],87:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=t.length;if(&quot;number&quot;!=typeof e){e=0;for(var i=0;i&lt;r;++i){var a=t[i];e=Math.max(e,a[0],a[1])}e=1+(0|e)}e|=0;for(var o=new Array(e),i=0;i&lt;e;++i)o[i]=[];for(var i=0;i&lt;r;++i){var a=t[i];o[a[0]].push(a[1]),o[a[1]].push(a[0])}for(var s=0;s&lt;e;++s)n(o[s],function(t,e){return t-e});return o};var n=t(&quot;uniq&quot;)},{uniq:350}],88:[function(t,e,r){(function(n,i){!function(t,n){&quot;object&quot;==typeof r&amp;&amp;&quot;undefined&quot;!=typeof e?e.exports=n():t.ES6Promise=n()}(this,function(){&quot;use strict&quot;;function e(t){return&quot;function&quot;==typeof t}var r=Array.isArray?Array.isArray:function(t){return&quot;[object Array]&quot;===Object.prototype.toString.call(t)},a=0,o=void 0,s=void 0,l=function(t,e){g[a]=t,g[a+1]=e,2===(a+=2)&amp;&amp;(s?s(v):_())};var u=&quot;undefined&quot;!=typeof window?window:void 0,c=u||{},f=c.MutationObserver||c.WebKitMutationObserver,h=&quot;undefined&quot;==typeof self&amp;&amp;&quot;undefined&quot;!=typeof n&amp;&amp;&quot;[object process]&quot;==={}.toString.call(n),d=&quot;undefined&quot;!=typeof Uint8ClampedArray&amp;&amp;&quot;undefined&quot;!=typeof importScripts&amp;&amp;&quot;undefined&quot;!=typeof MessageChannel;function p(){var t=setTimeout;return function(){return t(v,1)}}var g=new Array(1e3);function v(){for(var t=0;t&lt;a;t+=2){(0,g[t])(g[t+1]),g[t]=void 0,g[t+1]=void 0}a=0}var m,y,b,x,_=void 0;function w(t,e){var r=arguments,n=this,i=new this.constructor(T);void 0===i[M]&amp;&amp;V(i);var a,o=n._state;return o?(a=r[o-1],l(function(){return B(o,i,a,n._result)})):N(n,i,t,e),i}function A(t){if(t&amp;&amp;&quot;object&quot;==typeof t&amp;&amp;t.constructor===this)return t;var e=new this(T);return R(e,t),e}h?_=function(){return n.nextTick(v)}:f?(y=0,b=new f(v),x=document.createTextNode(&quot;&quot;),b.observe(x,{characterData:!0}),_=function(){x.data=y=++y%2}):d?((m=new MessageChannel).port1.onmessage=v,_=function(){return m.port2.postMessage(0)}):_=void 0===u&amp;&amp;&quot;function&quot;==typeof t?function(){try{var e=t(&quot;vertx&quot;);return o=e.runOnLoop||e.runOnContext,function(){o(v)}}catch(t){return p()}}():p();var M=Math.random().toString(36).substring(16);function T(){}var k=void 0,E=1,L=2,S=new F;function C(t){try{return t.then}catch(t){return S.error=t,S}}function O(t,r,n){r.constructor===t.constructor&amp;&amp;n===w&amp;&amp;r.constructor.resolve===A?function(t,e){e._state===E?z(t,e._result):e._state===L?I(t,e._result):N(e,void 0,function(e){return R(t,e)},function(e){return I(t,e)})}(t,r):n===S?I(t,S.error):void 0===n?z(t,r):e(n)?function(t,e,r){l(function(t){var n=!1,i=function(t,e,r,n){try{t.call(e,r,n)}catch(t){return t}}(r,e,function(r){n||(n=!0,e!==r?R(t,r):z(t,r))},function(e){n||(n=!0,I(t,e))},t._label);!n&amp;&amp;i&amp;&amp;(n=!0,I(t,i))},t)}(t,r,n):z(t,r)}function R(t,e){var r;t===e?I(t,new TypeError(&quot;You cannot resolve a promise with itself&quot;)):&quot;function&quot;==typeof(r=e)||&quot;object&quot;==typeof r&amp;&amp;null!==r?O(t,e,C(e)):z(t,e)}function P(t){t._onerror&amp;&amp;t._onerror(t._result),D(t)}function z(t,e){t._state===k&amp;&amp;(t._result=e,t._state=E,0!==t._subscribers.length&amp;&amp;l(D,t))}function I(t,e){t._state===k&amp;&amp;(t._state=L,t._result=e,l(P,t))}function N(t,e,r,n){var i=t._subscribers,a=i.length;t._onerror=null,i[a]=e,i[a+E]=r,i[a+L]=n,0===a&amp;&amp;t._state&amp;&amp;l(D,t)}function D(t){var e=t._subscribers,r=t._state;if(0!==e.length){for(var n=void 0,i=void 0,a=t._result,o=0;o&lt;e.length;o+=3)n=e[o],i=e[o+r],n?B(r,n,i,a):i(a);t._subscribers.length=0}}function F(){this.error=null}var j=new F;function B(t,r,n,i){var a=e(n),o=void 0,s=void 0,l=void 0,u=void 0;if(a){if((o=function(t,e){try{return t(e)}catch(t){return j.error=t,j}}(n,i))===j?(u=!0,s=o.error,o=null):l=!0,r===o)return void I(r,new TypeError(&quot;A promises callback cannot return that same promise.&quot;))}else o=i,l=!0;r._state!==k||(a&amp;&amp;l?R(r,o):u?I(r,s):t===E?z(r,o):t===L&amp;&amp;I(r,o))}var U=0;function V(t){t[M]=U++,t._state=void 0,t._result=void 0,t._subscribers=[]}function H(t,e){this._instanceConstructor=t,this.promise=new t(T),this.promise[M]||V(this.promise),r(e)?(this._input=e,this.length=e.length,this._remaining=e.length,this._result=new Array(this.length),0===this.length?z(this.promise,this._result):(this.length=this.length||0,this._enumerate(),0===this._remaining&amp;&amp;z(this.promise,this._result))):I(this.promise,new Error(&quot;Array Methods must be provided an Array&quot;))}function q(t){this[M]=U++,this._result=this._state=void 0,this._subscribers=[],T!==t&amp;&amp;(&quot;function&quot;!=typeof t&amp;&amp;function(){throw new TypeError(&quot;You must pass a resolver function as the first argument to the promise constructor&quot;)}(),this instanceof q?function(t,e){try{e(function(e){R(t,e)},function(e){I(t,e)})}catch(e){I(t,e)}}(this,t):function(){throw new TypeError(&quot;Failed to construct &#x27;Promise&#x27;: Please use the &#x27;new&#x27; operator, this object constructor cannot be called as a function.&quot;)}())}function G(){var t=void 0;if(&quot;undefined&quot;!=typeof i)t=i;else if(&quot;undefined&quot;!=typeof self)t=self;else try{t=Function(&quot;return this&quot;)()}catch(t){throw new Error(&quot;polyfill failed because global object is unavailable in this environment&quot;)}var e=t.Promise;if(e){var r=null;try{r=Object.prototype.toString.call(e.resolve())}catch(t){}if(&quot;[object Promise]&quot;===r&amp;&amp;!e.cast)return}t.Promise=q}return H.prototype._enumerate=function(){for(var t=this.length,e=this._input,r=0;this._state===k&amp;&amp;r&lt;t;r++)this._eachEntry(e[r],r)},H.prototype._eachEntry=function(t,e){var r=this._instanceConstructor,n=r.resolve;if(n===A){var i=C(t);if(i===w&amp;&amp;t._state!==k)this._settledAt(t._state,e,t._result);else if(&quot;function&quot;!=typeof i)this._remaining--,this._result[e]=t;else if(r===q){var a=new r(T);O(a,t,i),this._willSettleAt(a,e)}else this._willSettleAt(new r(function(e){return e(t)}),e)}else this._willSettleAt(n(t),e)},H.prototype._settledAt=function(t,e,r){var n=this.promise;n._state===k&amp;&amp;(this._remaining--,t===L?I(n,r):this._result[e]=r),0===this._remaining&amp;&amp;z(n,this._result)},H.prototype._willSettleAt=function(t,e){var r=this;N(t,void 0,function(t){return r._settledAt(E,e,t)},function(t){return r._settledAt(L,e,t)})},q.all=function(t){return new H(this,t).promise},q.race=function(t){var e=this;return r(t)?new e(function(r,n){for(var i=t.length,a=0;a&lt;i;a++)e.resolve(t[a]).then(r,n)}):new e(function(t,e){return e(new TypeError(&quot;You must pass an array to race.&quot;))})},q.resolve=A,q.reject=function(t){var e=new this(T);return I(e,t),e},q._setScheduler=function(t){s=t},q._setAsap=function(t){l=t},q._asap=l,q.prototype={constructor:q,then:w,catch:function(t){return this.then(null,t)}},G(),q.polyfill=G,q.Promise=q,q})}).call(this,t(&quot;_process&quot;),&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{_process:308}],89:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n=e||0,i=r||1;return[[t[12]+t[0],t[13]+t[1],t[14]+t[2],t[15]+t[3]],[t[12]-t[0],t[13]-t[1],t[14]-t[2],t[15]-t[3]],[t[12]+t[4],t[13]+t[5],t[14]+t[6],t[15]+t[7]],[t[12]-t[4],t[13]-t[5],t[14]-t[6],t[15]-t[7]],[n*t[12]+t[8],n*t[13]+t[9],n*t[14]+t[10],n*t[15]+t[11]],[i*t[12]-t[8],i*t[13]-t[9],i*t[14]-t[10],i*t[15]-t[11]]]}},{}],90:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-string-blank&quot;);e.exports=function(t){var e=typeof t;if(&quot;string&quot;===e){var r=t;if(0===(t=+t)&amp;&amp;n(r))return!1}else if(&quot;number&quot;!==e)return!1;return t-t&lt;1}},{&quot;is-string-blank&quot;:262}],91:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){switch(arguments.length){case 0:return new o([0],[0],0);case 1:if(&quot;number&quot;==typeof t){var n=l(t);return new o(n,n,0)}return new o(t,l(t.length),0);case 2:if(&quot;number&quot;==typeof e){var n=l(t.length);return new o(t,n,+e)}r=0;case 3:if(t.length!==e.length)throw new Error(&quot;state and velocity lengths must match&quot;);return new o(t,e,r)}};var n=t(&quot;cubic-hermite&quot;),i=t(&quot;binary-search-bounds&quot;);function a(t,e,r){return Math.min(e,Math.max(t,r))}function o(t,e,r){this.dimension=t.length,this.bounds=[new Array(this.dimension),new Array(this.dimension)];for(var n=0;n&lt;this.dimension;++n)this.bounds[0][n]=-1/0,this.bounds[1][n]=1/0;this._state=t.slice().reverse(),this._velocity=e.slice().reverse(),this._time=[r],this._scratch=[t.slice(),t.slice(),t.slice(),t.slice(),t.slice()]}var s=o.prototype;function l(t){for(var e=new Array(t),r=0;r&lt;t;++r)e[r]=0;return e}s.flush=function(t){var e=i.gt(this._time,t)-1;e&lt;=0||(this._time.splice(0,e),this._state.splice(0,e*this.dimension),this._velocity.splice(0,e*this.dimension))},s.curve=function(t){var e=this._time,r=e.length,o=i.le(e,t),s=this._scratch[0],l=this._state,u=this._velocity,c=this.dimension,f=this.bounds;if(o&lt;0)for(var h=c-1,d=0;d&lt;c;++d,--h)s[d]=l[h];else if(o&gt;=r-1){h=l.length-1;var p=t-e[r-1];for(d=0;d&lt;c;++d,--h)s[d]=l[h]+p*u[h]}else{h=c*(o+1)-1;var g=e[o],v=e[o+1]-g||1,m=this._scratch[1],y=this._scratch[2],b=this._scratch[3],x=this._scratch[4],_=!0;for(d=0;d&lt;c;++d,--h)m[d]=l[h],b[d]=u[h]*v,y[d]=l[h+c],x[d]=u[h+c]*v,_=_&amp;&amp;m[d]===y[d]&amp;&amp;b[d]===x[d]&amp;&amp;0===b[d];if(_)for(d=0;d&lt;c;++d)s[d]=m[d];else n(m,b,y,x,(t-g)/v,s)}var w=f[0],A=f[1];for(d=0;d&lt;c;++d)s[d]=a(w[d],A[d],s[d]);return s},s.dcurve=function(t){var e=this._time,r=e.length,a=i.le(e,t),o=this._scratch[0],s=this._state,l=this._velocity,u=this.dimension;if(a&gt;=r-1)for(var c=s.length-1,f=(e[r-1],0);f&lt;u;++f,--c)o[f]=l[c];else{c=u*(a+1)-1;var h=e[a],d=e[a+1]-h||1,p=this._scratch[1],g=this._scratch[2],v=this._scratch[3],m=this._scratch[4],y=!0;for(f=0;f&lt;u;++f,--c)p[f]=s[c],v[f]=l[c]*d,g[f]=s[c+u],m[f]=l[c+u]*d,y=y&amp;&amp;p[f]===g[f]&amp;&amp;v[f]===m[f]&amp;&amp;0===v[f];if(y)for(f=0;f&lt;u;++f)o[f]=0;else{n.derivative(p,v,g,m,(t-h)/d,o);for(f=0;f&lt;u;++f)o[f]/=d}}return o},s.lastT=function(){var t=this._time;return t[t.length-1]},s.stable=function(){for(var t=this._velocity,e=t.length,r=this.dimension-1;r&gt;=0;--r)if(t[--e])return!1;return!0},s.jump=function(t){var e=this.lastT(),r=this.dimension;if(!(t&lt;e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=this.bounds,l=s[0],u=s[1];this._time.push(e,t);for(var c=0;c&lt;2;++c)for(var f=0;f&lt;r;++f)n.push(n[o++]),i.push(0);this._time.push(t);for(f=r;f&gt;0;--f)n.push(a(l[f-1],u[f-1],arguments[f])),i.push(0)}},s.push=function(t){var e=this.lastT(),r=this.dimension;if(!(t&lt;e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=t-e,l=this.bounds,u=l[0],c=l[1],f=s&gt;1e-6?1/s:0;this._time.push(t);for(var h=r;h&gt;0;--h){var d=a(u[h-1],c[h-1],arguments[h]);n.push(d),i.push((d-n[o++])*f)}}},s.set=function(t){var e=this.dimension;if(!(t&lt;this.lastT()||arguments.length!==e+1)){var r=this._state,n=this._velocity,i=this.bounds,o=i[0],s=i[1];this._time.push(t);for(var l=e;l&gt;0;--l)r.push(a(o[l-1],s[l-1],arguments[l])),n.push(0)}},s.move=function(t){var e=this.lastT(),r=this.dimension;if(!(t&lt;=e||arguments.length!==r+1)){var n=this._state,i=this._velocity,o=n.length-this.dimension,s=this.bounds,l=s[0],u=s[1],c=t-e,f=c&gt;1e-6?1/c:0;this._time.push(t);for(var h=r;h&gt;0;--h){var d=arguments[h];n.push(a(l[h-1],u[h-1],n[o++]+d)),i.push(d*f)}}},s.idle=function(t){var e=this.lastT();if(!(t&lt;e)){var r=this.dimension,n=this._state,i=this._velocity,o=n.length-r,s=this.bounds,l=s[0],u=s[1],c=t-e;this._time.push(t);for(var f=r-1;f&gt;=0;--f)n.push(a(l[f],u[f],n[o]+c*i[o])),i.push(0),o+=1}}},{&quot;binary-search-bounds&quot;:35,&quot;cubic-hermite&quot;:76}],92:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return new u(t||p,null)};var n=0,i=1;function a(t,e,r,n,i,a){this._color=t,this.key=e,this.value=r,this.left=n,this.right=i,this._count=a}function o(t){return new a(t._color,t.key,t.value,t.left,t.right,t._count)}function s(t,e){return new a(t,e.key,e.value,e.left,e.right,e._count)}function l(t){t._count=1+(t.left?t.left._count:0)+(t.right?t.right._count:0)}function u(t,e){this._compare=t,this.root=e}var c=u.prototype;function f(t,e){this.tree=t,this._stack=e}Object.defineProperty(c,&quot;keys&quot;,{get:function(){var t=[];return this.forEach(function(e,r){t.push(e)}),t}}),Object.defineProperty(c,&quot;values&quot;,{get:function(){var t=[];return this.forEach(function(e,r){t.push(r)}),t}}),Object.defineProperty(c,&quot;length&quot;,{get:function(){return this.root?this.root._count:0}}),c.insert=function(t,e){for(var r=this._compare,o=this.root,c=[],f=[];o;){var h=r(t,o.key);c.push(o),f.push(h),o=h&lt;=0?o.left:o.right}c.push(new a(n,t,e,null,null,1));for(var d=c.length-2;d&gt;=0;--d){o=c[d];f[d]&lt;=0?c[d]=new a(o._color,o.key,o.value,c[d+1],o.right,o._count+1):c[d]=new a(o._color,o.key,o.value,o.left,c[d+1],o._count+1)}for(d=c.length-1;d&gt;1;--d){var p=c[d-1];o=c[d];if(p._color===i||o._color===i)break;var g=c[d-2];if(g.left===p)if(p.left===o){if(!(v=g.right)||v._color!==n){if(g._color=n,g.left=p.right,p._color=i,p.right=g,c[d-2]=p,c[d-1]=o,l(g),l(p),d&gt;=3)(m=c[d-3]).left===g?m.left=p:m.right=p;break}p._color=i,g.right=s(i,v),g._color=n,d-=1}else{if(!(v=g.right)||v._color!==n){if(p.right=o.left,g._color=n,g.left=o.right,o._color=i,o.left=p,o.right=g,c[d-2]=o,c[d-1]=p,l(g),l(p),l(o),d&gt;=3)(m=c[d-3]).left===g?m.left=o:m.right=o;break}p._color=i,g.right=s(i,v),g._color=n,d-=1}else if(p.right===o){if(!(v=g.left)||v._color!==n){if(g._color=n,g.right=p.left,p._color=i,p.left=g,c[d-2]=p,c[d-1]=o,l(g),l(p),d&gt;=3)(m=c[d-3]).right===g?m.right=p:m.left=p;break}p._color=i,g.left=s(i,v),g._color=n,d-=1}else{var v;if(!(v=g.left)||v._color!==n){var m;if(p.left=o.right,g._color=n,g.right=o.left,o._color=i,o.right=p,o.left=g,c[d-2]=o,c[d-1]=p,l(g),l(p),l(o),d&gt;=3)(m=c[d-3]).right===g?m.right=o:m.left=o;break}p._color=i,g.left=s(i,v),g._color=n,d-=1}}return c[0]._color=i,new u(r,c[0])},c.forEach=function(t,e,r){if(this.root)switch(arguments.length){case 1:return function t(e,r){var n;if(r.left&amp;&amp;(n=t(e,r.left)))return n;return(n=e(r.key,r.value))||(r.right?t(e,r.right):void 0)}(t,this.root);case 2:return function t(e,r,n,i){if(r(e,i.key)&lt;=0){var a;if(i.left&amp;&amp;(a=t(e,r,n,i.left)))return a;if(a=n(i.key,i.value))return a}if(i.right)return t(e,r,n,i.right)}(e,this._compare,t,this.root);case 3:if(this._compare(e,r)&gt;=0)return;return function t(e,r,n,i,a){var o,s=n(e,a.key),l=n(r,a.key);if(s&lt;=0){if(a.left&amp;&amp;(o=t(e,r,n,i,a.left)))return o;if(l&gt;0&amp;&amp;(o=i(a.key,a.value)))return o}if(l&gt;0&amp;&amp;a.right)return t(e,r,n,i,a.right)}(e,r,this._compare,t,this.root)}},Object.defineProperty(c,&quot;begin&quot;,{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.left;return new f(this,t)}}),Object.defineProperty(c,&quot;end&quot;,{get:function(){for(var t=[],e=this.root;e;)t.push(e),e=e.right;return new f(this,t)}}),c.at=function(t){if(t&lt;0)return new f(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t&lt;e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new f(this,r);if(t-=1,!e.right)break;if(t&gt;=e.right._count)break;e=e.right}return new f(this,[])},c.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a&lt;=0&amp;&amp;(i=n.length),r=a&lt;=0?r.left:r.right}return n.length=i,new f(this,n)},c.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&lt;0&amp;&amp;(i=n.length),r=a&lt;0?r.left:r.right}return n.length=i,new f(this,n)},c.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&gt;0&amp;&amp;(i=n.length),r=a&lt;=0?r.left:r.right}return n.length=i,new f(this,n)},c.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&gt;=0&amp;&amp;(i=n.length),r=a&lt;0?r.left:r.right}return n.length=i,new f(this,n)},c.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 f(this,n);r=i&lt;=0?r.left:r.right}return new f(this,[])},c.remove=function(t){var e=this.find(t);return e?e.remove():this},c.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&lt;=0?r.left:r.right}};var h=f.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 p(t,e){return t&lt;e?-1:t&gt;e?1:0}Object.defineProperty(h,&quot;valid&quot;,{get:function(){return this._stack.length&gt;0}}),Object.defineProperty(h,&quot;node&quot;,{get:function(){return this._stack.length&gt;0?this._stack[this._stack.length-1]:null},enumerable:!0}),h.clone=function(){return new f(this.tree,this._stack.slice())},h.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 a(r._color,r.key,r.value,r.left,r.right,r._count);for(var c=t.length-2;c&gt;=0;--c){(r=t[c]).left===t[c+1]?e[c]=new a(r._color,r.key,r.value,e[c+1],r.right,r._count):e[c]=new a(r._color,r.key,r.value,r.left,e[c+1],r._count)}if((r=e[e.length-1]).left&amp;&amp;r.right){var f=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var h=e[f-1];e.push(new a(r._color,h.key,h.value,r.left,r.right,r._count)),e[f-1].key=r.key,e[f-1].value=r.value;for(c=e.length-2;c&gt;=f;--c)r=e[c],e[c]=new a(r._color,r.key,r.value,r.left,e[c+1],r._count);e[f-1].left=e[f]}if((r=e[e.length-1])._color===n){var p=e[e.length-2];p.left===r?p.left=null:p.right===r&amp;&amp;(p.right=null),e.pop();for(c=0;c&lt;e.length;++c)e[c]._count--;return new u(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&amp;&amp;d(r,r.right),r._color=i;for(c=0;c&lt;e.length-1;++c)e[c]._count--;return new u(this.tree._compare,e[0])}if(1===e.length)return new u(this.tree._compare,null);for(c=0;c&lt;e.length;++c)e[c]._count--;var g=e[e.length-2];return function(t){for(var e,r,a,u,c=t.length-1;c&gt;=0;--c){if(e=t[c],0===c)return void(e._color=i);if((r=t[c-1]).left===e){if((a=r.right).right&amp;&amp;a.right._color===n)return u=(a=r.right=o(a)).right=o(a.right),r.right=a.left,a.left=r,a.right=u,a._color=r._color,e._color=i,r._color=i,u._color=i,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=a:f.right=a),void(t[c-1]=a);if(a.left&amp;&amp;a.left._color===n)return u=(a=r.right=o(a)).left=o(a.left),r.right=u.left,a.left=u.right,u.left=r,u.right=a,u._color=r._color,r._color=i,a._color=i,e._color=i,l(r),l(a),l(u),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=u:f.right=u),void(t[c-1]=u);if(a._color===i){if(r._color===n)return r._color=i,void(r.right=s(n,a));r.right=s(n,a);continue}a=o(a),r.right=a.left,a.left=r,a._color=r._color,r._color=n,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=a:f.right=a),t[c-1]=a,t[c]=r,c+1&lt;t.length?t[c+1]=e:t.push(e),c+=2}else{if((a=r.left).left&amp;&amp;a.left._color===n)return u=(a=r.left=o(a)).left=o(a.left),r.left=a.right,a.right=r,a.left=u,a._color=r._color,e._color=i,r._color=i,u._color=i,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=a:f.left=a),void(t[c-1]=a);if(a.right&amp;&amp;a.right._color===n)return u=(a=r.left=o(a)).right=o(a.right),r.left=u.right,a.right=u.left,u.right=r,u.left=a,u._color=r._color,r._color=i,a._color=i,e._color=i,l(r),l(a),l(u),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=u:f.left=u),void(t[c-1]=u);if(a._color===i){if(r._color===n)return r._color=i,void(r.left=s(n,a));r.left=s(n,a);continue}var f;a=o(a),r.left=a.right,a.right=r,a._color=r._color,r._color=n,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=a:f.left=a),t[c-1]=a,t[c]=r,c+1&lt;t.length?t[c+1]=e:t.push(e),c+=2}}}(e),g.left===r?g.left=null:g.right=null,new u(this.tree._compare,e[0])},Object.defineProperty(h,&quot;key&quot;,{get:function(){if(this._stack.length&gt;0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(h,&quot;value&quot;,{get:function(){if(this._stack.length&gt;0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(h,&quot;index&quot;,{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&amp;&amp;(t=e[e.length-1].left._count);for(var n=e.length-2;n&gt;=0;--n)e[n+1]===e[n].right&amp;&amp;(++t,e[n].left&amp;&amp;(t+=e[n].left._count));return t},enumerable:!0}),h.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&gt;0&amp;&amp;t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,&quot;hasNext&quot;,{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&gt;0;--e)if(t[e-1].left===t[e])return!0;return!1}}),h.update=function(t){var e=this._stack;if(0===e.length)throw new Error(&quot;Can&#x27;t update empty node!&quot;);var r=new Array(e.length),n=e[e.length-1];r[r.length-1]=new a(n._color,n.key,t,n.left,n.right,n._count);for(var i=e.length-2;i&gt;=0;--i)(n=e[i]).left===e[i+1]?r[i]=new a(n._color,n.key,n.value,r[i+1],n.right,n._count):r[i]=new a(n._color,n.key,n.value,n.left,r[i+1],n._count);return new u(this.tree._compare,r[0])},h.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&gt;0&amp;&amp;t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,&quot;hasPrev&quot;,{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&gt;0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],93:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],i=607/128,a=[.9999999999999971,57.15623566586292,-59.59796035547549,14.136097974741746,-.4919138160976202,3399464998481189e-20,4652362892704858e-20,-9837447530487956e-20,.0001580887032249125,-.00021026444172410488,.00021743961811521265,-.0001643181065367639,8441822398385275e-20,-26190838401581408e-21,36899182659531625e-22];function o(t){if(t&lt;0)return Number(&quot;0/0&quot;);for(var e=a[0],r=a.length-1;r&gt;0;--r)e+=a[r]/(t+r);var n=t+i+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e&lt;.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e&gt;100)return Math.exp(o(e));e-=1;for(var r=n[0],i=1;i&lt;9;i++)r+=n[i]/(e+i);var a=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(a,e+.5)*Math.exp(-a)*r},e.exports.log=o},{}],94:[function(t,e,r){e.exports=function(t,e){if(&quot;string&quot;!=typeof t)throw new TypeError(&quot;must specify type string&quot;);if(e=e||{},&quot;undefined&quot;==typeof document&amp;&amp;!e.canvas)return null;var r=e.canvas||document.createElement(&quot;canvas&quot;);&quot;number&quot;==typeof e.width&amp;&amp;(r.width=e.width);&quot;number&quot;==typeof e.height&amp;&amp;(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf(&quot;webgl&quot;)&amp;&amp;a.push(&quot;experimental-&quot;+t);for(var o=0;o&lt;a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],95:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=t(&quot;./lib/text.js&quot;),i=t(&quot;./lib/lines.js&quot;),a=t(&quot;./lib/background.js&quot;),o=t(&quot;./lib/cube.js&quot;),s=t(&quot;./lib/ticks.js&quot;),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(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=[&quot;sans-serif&quot;,&quot;sans-serif&quot;,&quot;sans-serif&quot;],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[&quot;auto&quot;,&quot;auto&quot;,&quot;auto&quot;],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=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],this.labelEnable=[!0,!0,!0],this.labelFont=&quot;sans-serif&quot;,this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[&quot;auto&quot;,&quot;auto&quot;,&quot;auto&quot;],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=c.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)&amp;&amp;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&lt;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),u=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]}),c=!1,f=!1;if(&quot;bounds&quot;in t)for(var h=t.bounds,d=0;d&lt;2;++d)for(var p=0;p&lt;3;++p)h[d][p]!==this.bounds[d][p]&amp;&amp;(f=!0),this.bounds[d][p]=h[d][p];if(&quot;ticks&quot;in t){r=t.ticks,c=!0,this.autoTicks=!1;for(d=0;d&lt;3;++d)this.tickSpacing[d]=0}else a(&quot;tickSpacing&quot;)&amp;&amp;(this.autoTicks=!0,f=!0);if(this._firstInit&amp;&amp;(&quot;ticks&quot;in t||&quot;tickSpacing&quot;in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&amp;&amp;this.autoTicks&amp;&amp;(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(d=0;d&lt;3;++d)r[d].sort(function(t,e){return t.x-e.x});s.equal(r,this.ticks)?c=!1:this.ticks=r}o(&quot;tickEnable&quot;),l(&quot;tickFont&quot;)&amp;&amp;(c=!0),a(&quot;tickSize&quot;),a(&quot;tickAngle&quot;),a(&quot;tickPad&quot;),u(&quot;tickColor&quot;);var g=l(&quot;labels&quot;);l(&quot;labelFont&quot;)&amp;&amp;(g=!0),o(&quot;labelEnable&quot;),a(&quot;labelSize&quot;),a(&quot;labelPad&quot;),u(&quot;labelColor&quot;),o(&quot;lineEnable&quot;),o(&quot;lineMirror&quot;),a(&quot;lineWidth&quot;),u(&quot;lineColor&quot;),o(&quot;lineTickEnable&quot;),o(&quot;lineTickMirror&quot;),a(&quot;lineTickLength&quot;),a(&quot;lineTickWidth&quot;),u(&quot;lineTickColor&quot;),o(&quot;gridEnable&quot;),a(&quot;gridWidth&quot;),u(&quot;gridColor&quot;),o(&quot;zeroEnable&quot;),u(&quot;zeroLineColor&quot;),a(&quot;zeroLineWidth&quot;),o(&quot;backgroundEnable&quot;),u(&quot;backgroundColor&quot;),this._text?this._text&amp;&amp;(g||c)&amp;&amp;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&amp;&amp;c&amp;&amp;(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var d=[new h,new h,new h];function p(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c&lt;3;++c)if(e!==c){var f=a,h=s,d=o,p=l;u&amp;1&lt;&lt;c&amp;&amp;(f=s,h=a,d=l,p=o),f[c]=r[0][c],h[c]=r[1][c],i[c]&gt;0?(d[c]=-1,p[c]=0):(d[c]=0,p[c]=1)}}var g=[0,0,0],v={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var m=[0,0,0],y=[0,0,0],b=[0,0,0];f.draw=function(t){t=t||v;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,x=n[12],_=n[13],w=n[14],A=n[15],M=(s?2:1)*this.pixelRatio*(i[3]*x+i[7]*_+i[11]*w+i[15]*A)/e.drawingBufferHeight,T=0;T&lt;3;++T)this.lastCubeProps.cubeEdges[T]=f[T],this.lastCubeProps.axis[T]=h[T];var k=d;for(T=0;T&lt;3;++T)p(d[T],T,this.bounds,f,h);e=this.gl;var E,L=g;for(T=0;T&lt;3;++T)this.backgroundEnable[T]?L[T]=h[T]:L[T]=0;this._background.draw(r,n,i,a,L,this.backgroundColor),this._lines.bind(r,n,i,this);for(T=0;T&lt;3;++T){var S=[0,0,0];h[T]&gt;0?S[T]=a[1][T]:S[T]=a[0][T];for(var C=0;C&lt;2;++C){var O=(T+1+C)%3,R=(T+1+(1^C))%3;this.gridEnable[O]&amp;&amp;this._lines.drawGrid(O,R,this.bounds,S,this.gridColor[O],this.gridWidth[O]*this.pixelRatio)}for(C=0;C&lt;2;++C){O=(T+1+C)%3,R=(T+1+(1^C))%3;this.zeroEnable[R]&amp;&amp;Math.min(a[0][R],a[1][R])&lt;=0&amp;&amp;Math.max(a[0][R],a[1][R])&gt;=0&amp;&amp;this._lines.drawZero(O,R,this.bounds,S,this.zeroLineColor[R],this.zeroLineWidth[R]*this.pixelRatio)}}for(T=0;T&lt;3;++T){this.lineEnable[T]&amp;&amp;this._lines.drawAxisLine(T,this.bounds,k[T].primalOffset,this.lineColor[T],this.lineWidth[T]*this.pixelRatio),this.lineMirror[T]&amp;&amp;this._lines.drawAxisLine(T,this.bounds,k[T].mirrorOffset,this.lineColor[T],this.lineWidth[T]*this.pixelRatio);var P=u(m,k[T].primalMinor),z=u(y,k[T].mirrorMinor),I=this.lineTickLength;for(C=0;C&lt;3;++C){var N=M/r[5*C];P[C]*=I[C]*N,z[C]*=I[C]*N}this.lineTickEnable[T]&amp;&amp;this._lines.drawAxisTicks(T,k[T].primalOffset,P,this.lineTickColor[T],this.lineTickWidth[T]*this.pixelRatio),this.lineTickMirror[T]&amp;&amp;this._lines.drawAxisTicks(T,k[T].mirrorOffset,z,this.lineTickColor[T],this.lineTickWidth[T]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var D,F;function j(t){(F=[0,0,0])[t]=1}function B(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&gt;0&amp;&amp;l&gt;0?j(n):a&gt;0&amp;&amp;l&lt;0?j(n):a&lt;0&amp;&amp;l&gt;0?j(n):a&lt;0&amp;&amp;l&lt;0?j(n):o&gt;0&amp;&amp;s&gt;0?j(i):o&gt;0&amp;&amp;s&lt;0?j(i):o&lt;0&amp;&amp;s&gt;0?j(i):o&lt;0&amp;&amp;s&lt;0&amp;&amp;j(i)}for(T=0;T&lt;3;++T){var U=k[T].primalMinor,V=k[T].mirrorMinor,H=u(b,k[T].primalOffset);for(C=0;C&lt;3;++C)this.lineTickEnable[T]&amp;&amp;(H[C]+=M*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[T]=1,this.tickEnable[T]){-3600===this.tickAngle[T]?(this.tickAngle[T]=0,this.tickAlign[T]=&quot;auto&quot;):this.tickAlign[T]=-1,D=1,&quot;auto&quot;===(E=[this.tickAlign[T],.5,D])[0]?E[0]=0:E[0]=parseInt(&quot;&quot;+E[0]),F=[0,0,0],B(T,U,V);for(C=0;C&lt;3;++C)H[C]+=M*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(T,this.tickSize[T],this.tickAngle[T],H,this.tickColor[T],q,F,E)}if(this.labelEnable[T]){D=0,F=[0,0,0],this.labels[T].length&gt;4&amp;&amp;(j(T),D=1),&quot;auto&quot;===(E=[this.labelAlign[T],.5,D])[0]?E[0]=0:E[0]=parseInt(&quot;&quot;+E[0]);for(C=0;C&lt;3;++C)H[C]+=M*U[C]*this.labelPad[C]/r[5*C];H[T]+=.5*(a[0][T]+a[1][T]),this._text.drawLabel(T,this.labelSize[T],this.labelAngle[T],H,this.labelColor[T],[0,0,0],F,E)}}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}},{&quot;./lib/background.js&quot;:96,&quot;./lib/cube.js&quot;:97,&quot;./lib/lines.js&quot;:98,&quot;./lib/text.js&quot;:100,&quot;./lib/ticks.js&quot;:101}],96:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=[],r=[],s=0,l=0;l&lt;3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],d=-1;d&lt;=1;d+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=d,h[l]=d;for(var p=-1;p&lt;=1;p+=2){f[u]=p;for(var g=-1;g&lt;=1;g+=2)f[c]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var v=u;u=c,c=v}var m=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),b=i(t,[{buffer:m,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:m,type:t.FLOAT,size:3,offset:12,stride:24}],y),x=a(t);return x.attributes.position.location=0,x.attributes.normal.location=1,new o(t,m,b,x)};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders&quot;).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&lt;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()}},{&quot;./shaders&quot;:99,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],97:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a,d){i(s,e,t),i(s,r,s);for(var y=0,b=0;b&lt;2;++b){c[2]=a[b][2];for(var x=0;x&lt;2;++x){c[1]=a[x][1];for(var _=0;_&lt;2;++_)c[0]=a[_][0],h(l[y],c,s),y+=1}}for(var w=-1,b=0;b&lt;8;++b){for(var A=l[b][3],M=0;M&lt;3;++M)u[b][M]=l[b][M]/A;d&amp;&amp;(u[b][2]*=-1),A&lt;0&amp;&amp;(w&lt;0?w=b:u[b][2]&lt;u[w][2]&amp;&amp;(w=b))}if(w&lt;0){w=0;for(var T=0;T&lt;3;++T){for(var k=(T+2)%3,E=(T+1)%3,L=-1,S=-1,C=0;C&lt;2;++C){var O=C&lt;&lt;T,R=O+(C&lt;&lt;k)+(1-C&lt;&lt;E),P=O+(1-C&lt;&lt;k)+(C&lt;&lt;E);o(u[O],u[R],u[P],f)&lt;0||(C?L=1:S=1)}if(L&lt;0||S&lt;0)S&gt;L&amp;&amp;(w|=1&lt;&lt;T);else{for(var C=0;C&lt;2;++C){var O=C&lt;&lt;T,R=O+(C&lt;&lt;k)+(1-C&lt;&lt;E),P=O+(1-C&lt;&lt;k)+(C&lt;&lt;E),z=p([l[O],l[R],l[P],l[O+(1&lt;&lt;k)+(1&lt;&lt;E)]]);C?L=z:S=z}S&gt;L&amp;&amp;(w|=1&lt;&lt;T)}}}for(var I=7^w,N=-1,b=0;b&lt;8;++b)b!==w&amp;&amp;b!==I&amp;&amp;(N&lt;0?N=b:u[N][1]&gt;u[b][1]&amp;&amp;(N=b));for(var D=-1,b=0;b&lt;3;++b){var F=N^1&lt;&lt;b;if(F!==w&amp;&amp;F!==I){D&lt;0&amp;&amp;(D=F);var E=u[F];E[0]&lt;u[D][0]&amp;&amp;(D=F)}}for(var j=-1,b=0;b&lt;3;++b){var F=N^1&lt;&lt;b;if(F!==w&amp;&amp;F!==I&amp;&amp;F!==D){j&lt;0&amp;&amp;(j=F);var E=u[F];E[0]&gt;u[j][0]&amp;&amp;(j=F)}}var B=g;B[0]=B[1]=B[2]=0,B[n.log2(D^N)]=N&amp;D,B[n.log2(N^j)]=N&amp;j;var U=7^j;U===w||U===I?(U=7^D,B[n.log2(j^U)]=U&amp;j):B[n.log2(D^U)]=U&amp;D;for(var V=v,H=w,T=0;T&lt;3;++T)V[T]=H&amp;1&lt;&lt;T?-1:1;return m};var n=t(&quot;bit-twiddle&quot;),i=t(&quot;gl-mat4/multiply&quot;),a=t(&quot;split-polygon&quot;),o=t(&quot;robust-orientation&quot;),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n&lt;4;++n){t[n]=r[12+n];for(var i=0;i&lt;3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t&lt;8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var d=[[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 p(t){for(var e=0;e&lt;d.length;++e)if((t=a.positive(t,d[e])).length&lt;3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1&lt;t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var g=[1,1,1],v=[0,0,0],m={cubeEdges:g,axis:v}},{&quot;bit-twiddle&quot;:36,&quot;gl-mat4/multiply&quot;:126,&quot;robust-orientation&quot;:322,&quot;split-polygon&quot;:339}],98:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[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&lt;3;++f){for(var h=o.length/3|0,p=0;p&lt;r[f].length;++p){var g=+r[f][p].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;s[f]=h,l[f]=v-h;for(var h=o.length/3|0,m=0;m&lt;r[f].length;++m){var g=+r[f][m].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;u[f]=h,c[f]=v-h}var y=n(t,new Float32Array(o)),b=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),x=a(t);return x.attributes.position.location=0,new d(t,y,b,x,l,s,c,u)};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders&quot;).line,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[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 d(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 p=d.prototype;p.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},p.unbind=function(){this.vao.unbind()},p.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,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,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)},p.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])}},p.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var d=h(u,n);d[e]+=r[0][e],this.shader.uniforms.offset=d;var p=f(o);p[t]=1,this.shader.uniforms.majorAxis=p;var g=f(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},p.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 c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var d=f(l);d[e]=1,this.shader.uniforms.screenAxis=d,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},p.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{&quot;./shaders&quot;:99,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],99:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}&quot;]);r.line=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;}])};var s=n([&quot;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 &lt; 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 &gt; HALF_PI) &amp;&amp; (b &lt;= 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 &lt; (      ratio) * HALF_PI) ? 0.0 :\\n    (b &lt; (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b &lt; (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b &lt; (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 &gt;  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) &amp;&amp;\\n                   (axis.y == 0.0) &amp;&amp;\\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) &lt; 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) &lt; 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) &gt; 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}&quot;]),l=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}&quot;]);r.text=function(t){return i(t,s,l,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;}])};var u=n([&quot;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) &gt; 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}&quot;]),c=n([&quot;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}&quot;]);r.bg=function(t){return i(t,u,c,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],100:[function(t,e,r){(function(r){&quot;use strict&quot;;e.exports=function(t,e,r,a,s,l){var c=n(t),f=i(t,[{buffer:c,size:3}]),h=o(t);h.attributes.position.location=0;var d=new u(t,h,c,f);return d.update(e,r,a,s,l),d};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;vectorize-text&quot;),o=t(&quot;./shaders&quot;).text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function u(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 c=u.prototype,f=[0,0];c.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},c.unbind=function(){this.vao.unbind()},c.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var u=l[r];u||(u=l[r]={});var c=u[e];c||(c=u[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn(&#x27;error vectorizing text:&quot;&#x27;+t+&#x27;&quot; error:&#x27;,e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:&quot;center&quot;,textBaseline:&quot;middle&quot;,lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,d=c.cells,p=0,g=d.length;p&lt;g;++p)for(var v=d[p],m=2;m&gt;=0;--m){var y=h[v[m]];o.push(f*y[0],-f*y[1],t)}}for(var u=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],d={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},p=0;p&lt;3;++p){f[p]=o.length/3|0,s(.5*(t[0][p]+t[1][p]),e[p],r[p],12,1.25,d),h[p]=(o.length/3|0)-f[p],u[p]=o.length/3|0;for(var g=0;g&lt;n[p].length;++g)n[p][g].text&amp;&amp;s(n[p][g].x,n[p][g].text,n[p][g].font||i,n[p][g].fontSize||12,1.25,d);c[p]=(o.length/3|0)-u[p]}this.buffer.update(o),this.tickOffset=u,this.tickCount=c,this.labelOffset=f,this.labelCount=h},c.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&amp;&amp;(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]))},c.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&amp;&amp;(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]))},c.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(&quot;_process&quot;))},{&quot;./shaders&quot;:99,_process:308,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168,&quot;vectorize-text&quot;:351}],101:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r=t+&quot;&quot;,n=r.indexOf(&quot;.&quot;),i=0;n&gt;=0&amp;&amp;(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+&quot;&quot;;if(s.indexOf(&quot;e&quot;)&gt;=0)return s;var l=o/a,u=o%a;o&lt;0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=&quot;&quot;+l;if(o&lt;0&amp;&amp;(c=&quot;-&quot;+c),i){for(var f=&quot;&quot;+u;f.length&lt;i;)f=&quot;0&quot;+f;return c+&quot;.&quot;+f}return c}r.create=function(t,e){for(var r=[],i=0;i&lt;3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]&lt;=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(var o=-1;o*e[i]&gt;=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&lt;3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n&lt;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}},{}],102:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,l,f){var h=e.model||u,d=e.view||u,m=e.projection||u,y=e._ortho||!1,b=t.bounds,x=(f=f||a(h,d,m,b,y)).axis;o(c,d,h),o(c,m,c);for(var _=g,w=0;w&lt;3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var A=n(s(c,c));s(c,c);for(var M=0;M&lt;3;++M){var T=(M+1)%3,k=(M+2)%3,E=v;t:for(var w=0;w&lt;2;++w){var L=[];if(x[M]&lt;0!=!!w){E[M]=b[w][M];for(var S=0;S&lt;2;++S){E[T]=b[S^w][T];for(var C=0;C&lt;2;++C)E[k]=b[C^S^w][k],L.push(E.slice())}for(var O=y?5:4,S=O;S===O;++S){if(0===L.length)continue t;L=i.positive(L,A[S])}for(var S=0;S&lt;L.length;++S)for(var k=L[S],R=p(v,c,k,r,l),C=0;C&lt;3;++C)_[C].lo=Math.min(_[C].lo,k[C]),_[C].hi=Math.max(_[C].hi,k[C]),C!==M&amp;&amp;(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(R[C])))}}}return _};var n=t(&quot;extract-frustum-planes&quot;),i=t(&quot;split-polygon&quot;),a=t(&quot;./lib/cube.js&quot;),o=t(&quot;gl-mat4/multiply&quot;),s=t(&quot;gl-mat4/transpose&quot;),l=t(&quot;gl-vec4/transformMat4&quot;),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],d=[0,0,0,1];function p(t,e,r,n,i){for(var a=0;a&lt;3;++a){for(var o=h,s=d,u=0;u&lt;3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]&lt;0&amp;&amp;(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]&lt;0&amp;&amp;(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var g=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],v=[0,0,0]},{&quot;./lib/cube.js&quot;:97,&quot;extract-frustum-planes&quot;:89,&quot;gl-mat4/multiply&quot;:126,&quot;gl-mat4/transpose&quot;:135,&quot;gl-vec4/transformMat4&quot;:239,&quot;split-polygon&quot;:339}],103:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=t(&quot;ndarray-ops&quot;),a=t(&quot;ndarray&quot;),o=[&quot;uint8&quot;,&quot;uint8_clamped&quot;,&quot;uint16&quot;,&quot;uint32&quot;,&quot;int8&quot;,&quot;int16&quot;,&quot;int32&quot;,&quot;float32&quot;];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 u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a&lt;0)return t.bufferData(e,i,n),o;if(o+a&gt;r)throw new Error(&quot;gl-buffer: If resizing buffer, must not specify offset&quot;);return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a&lt;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(&quot;number&quot;!=typeof e&amp;&amp;(e=-1),this.bind(),&quot;object&quot;==typeof t&amp;&amp;&quot;undefined&quot;!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)&lt;0&amp;&amp;(r=&quot;float32&quot;),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(&quot;OES_element_index_uint&quot;)&amp;&amp;&quot;uint16&quot;!==r?&quot;uint32&quot;:&quot;uint16&quot;;if(r===t.dtype&amp;&amp;function(t,e){for(var r=1,n=e.length-1;n&gt;=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&amp;&amp;t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(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=u(this.gl,this.type,this.length,this.usage,e&lt;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?c(t,&quot;uint16&quot;):c(t,&quot;float32&quot;),this.length=u(this.gl,this.type,this.length,this.usage,e&lt;0?f:f.subarray(0,t.length),e),n.free(f)}else if(&quot;object&quot;==typeof t&amp;&amp;&quot;number&quot;==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(&quot;number&quot;!=typeof t&amp;&amp;void 0!==t)throw new Error(&quot;gl-buffer: Invalid data type&quot;);if(e&gt;=0)throw new Error(&quot;gl-buffer: Cannot specify offset when resizing buffer&quot;);(t|=0)&lt;=0&amp;&amp;(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&amp;&amp;r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(&quot;gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER&quot;);if(n!==t.DYNAMIC_DRAW&amp;&amp;n!==t.STATIC_DRAW&amp;&amp;n!==t.STREAM_DRAW)throw new Error(&quot;gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW&quot;);var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:286,&quot;ndarray-ops&quot;:280,&quot;typedarray-pool&quot;:348}],104:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-vec3&quot;),i=function(t,e){for(var r=0;r&lt;t.length;r++)if(t[r]&gt;=e)return r-1;return r},a=n.create(),o=n.create(),s=function(t,e,r){return t&lt;e?e:t&gt;r?r:t},l=function(t,e,r,l){var u=t[0],c=t[1],f=t[2],h=r[0].length,d=r[1].length,p=r[2].length,g=i(r[0],u),v=i(r[1],c),m=i(r[2],f),y=g+1,b=v+1,x=m+1;if(l&amp;&amp;(g=s(g,0,h-1),y=s(y,0,h-1),v=s(v,0,d-1),b=s(b,0,d-1),m=s(m,0,p-1),x=s(x,0,p-1)),g&lt;0||v&lt;0||m&lt;0||y&gt;=h||b&gt;=d||x&gt;=p)return n.create();var _=(u-r[0][g])/(r[0][y]-r[0][g]),w=(c-r[1][v])/(r[1][b]-r[1][v]),A=(f-r[2][m])/(r[2][x]-r[2][m]);(_&lt;0||_&gt;1||isNaN(_))&amp;&amp;(_=0),(w&lt;0||w&gt;1||isNaN(w))&amp;&amp;(w=0),(A&lt;0||A&gt;1||isNaN(A))&amp;&amp;(A=0);var M=m*h*d,T=x*h*d,k=v*h,E=b*h,L=g,S=y,C=e[k+M+L],O=e[k+M+S],R=e[E+M+L],P=e[E+M+S],z=e[k+T+L],I=e[k+T+S],N=e[E+T+L],D=e[E+T+S],F=n.create();return n.lerp(F,C,O,_),n.lerp(a,R,P,_),n.lerp(F,F,a,w),n.lerp(a,z,I,_),n.lerp(o,N,D,_),n.lerp(a,a,o,w),n.lerp(F,F,a,A),F};e.exports=function(t,e){var r;r=t.positions?t.positions:function(t){for(var e=t[0],r=t[1],n=t[2],i=[],a=0;a&lt;n.length;a++)for(var o=0;o&lt;r.length;o++)for(var s=0;s&lt;e.length;s++)i.push([n[a],r[o],e[s]]);return i}(t.meshgrid);var i=t.meshgrid,a=t.vectors,o={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vertexNormals:[],vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&amp;&amp;(e[0]=[0,0,0],e[1]=[0,0,0]),o;for(var s=0,u=1/0,c=-1/0,f=1/0,h=-1/0,d=1/0,p=-1/0,g=null,v=null,m=[],y=1/0,b=0;b&lt;r.length;b++){var x,_=r[b];u=Math.min(_[0],u),c=Math.max(_[0],c),f=Math.min(_[1],f),h=Math.max(_[1],h),d=Math.min(_[2],d),p=Math.max(_[2],p),x=i?l(_,a,i,!0):a[b],n.length(x)&gt;s&amp;&amp;(s=n.length(x)),b&amp;&amp;(y=Math.min(y,2*n.distance(g,_)/(n.length(v)+n.length(x)))),g=_,v=x,m.push(x)}var w=[u,f,d],A=[c,h,p];e&amp;&amp;(e[0]=w,e[1]=A),0===s&amp;&amp;(s=1);var M=1/s;isFinite(y)&amp;&amp;!isNaN(y)||(y=1),o.vectorScale=y;var T=function(t,e,r){var i=n.create();return void 0!==t&amp;&amp;n.set(i,t,e,r),i}(0,1,0),k=t.coneSize||.5;t.absoluteConeSize&amp;&amp;(k=t.absoluteConeSize*M),o.coneScale=k;b=0;for(var E=0;b&lt;r.length;b++)for(var L=(_=r[b])[0],S=_[1],C=_[2],O=m[b],R=n.length(O)*M,P=0;P&lt;8;P++){o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vertexIntensity.push(R,R,R),o.vertexIntensity.push(R,R,R),o.vertexNormals.push(T,T,T),o.vertexNormals.push(T,T,T);var z=o.positions.length;o.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return o},e.exports.createConeMesh=t(&quot;./lib/conemesh&quot;)},{&quot;./lib/conemesh&quot;:105,&quot;gl-vec3&quot;:187}],105:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./shaders&quot;),g=p.meshShader,v=p.pickShader,m=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function y(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,y,b,x,_,w,A,M){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.triangleNormals=u,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.lineWidth=1,this.edgePositions=f,this.edgeColors=d,this.edgeUVs=p,this.edgeIds=h,this.edgeVAO=g,this.edgeCount=0,this.pointPositions=v,this.pointColors=b,this.pointUVs=x,this.pointSizes=_,this.pointIds=y,this.pointVAO=w,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=M,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=m,this._view=m,this._projection=m,this._resolution=[1,1]}var b=y.prototype;function x(t){var e=n(t,v.vertex,v.fragment,null,v.attributes);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.vector.location=5,e}b.isOpaque=function(){return this.opacity&gt;=1},b.isTransparent=function(){return this.opacity&lt;1},b.pickSlots=1,b.setPickBase=function(t){this.pickId=t},b.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},b.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),void 0!==t.vectorScale&amp;&amp;(this.vectorScale=t.vectorScale),void 0!==t.coneScale&amp;&amp;(this.coneScale=t.coneScale),void 0!==t.coneOffset&amp;&amp;(this.coneOffset=t.coneOffset),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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&amp;&amp;r&amp;&amp;i){var a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[],w=[],A=[];this.cells=r,this.positions=n;var M=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,E=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!T&amp;&amp;(T=s.faceNormals(r,n,E)),T||M||(M=s.vertexNormals(r,n,k));var L=t.vertexColors,S=t.cellColors,C=t.meshColor||[1,1,1,1],O=t.vertexUVs,R=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,I=1/0,N=-1/0;if(!O&amp;&amp;!P)if(R)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],N=+t.vertexIntensityBounds[1];else for(var D=0;D&lt;R.length;++D){var F=R[D];I=Math.min(I,F),N=Math.max(N,F)}else if(z)for(D=0;D&lt;z.length;++D){F=z[D];I=Math.min(I,F),N=Math.max(N,F)}else for(D=0;D&lt;n.length;++D){F=n[D][2];I=Math.min(I,F),N=Math.max(N,F)}this.intensity=R||(z?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var j=t.pointSizes,B=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(D=0;D&lt;n.length;++D)for(var U=n[D],V=0;V&lt;3;++V)!isNaN(U[V])&amp;&amp;isFinite(U[V])&amp;&amp;(this.bounds[0][V]=Math.min(this.bounds[0][V],U[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],U[V]));var H=0,q=0,G=0;t:for(D=0;D&lt;r.length;++D){var X=r[D];switch(X.length){case 1:for(U=n[Y=X[0]],V=0;V&lt;3;++V)if(isNaN(U[V])||!isFinite(U[V]))continue t;b.push(U[0],U[1],U[2],U[3]),3===(Z=L?L[Y]:S?S[D]:C).length?x.push(Z[0],Z[1],Z[2],1):x.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],_.push(Q[0],Q[1]),j?w.push(j[Y]):w.push(B),A.push(D),G+=1;break;case 2:for(V=0;V&lt;2;++V){U=n[Y=X[V]];for(var W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t}for(V=0;V&lt;2;++V){U=n[Y=X[V]];g.push(U[0],U[1],U[2]),3===(Z=L?L[Y]:S?S[D]:C).length?v.push(Z[0],Z[1],Z[2],1):v.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],m.push(Q[0],Q[1]),y.push(D)}q+=1;break;case 3:for(V=0;V&lt;3;++V)for(U=n[Y=X[V]],W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t;for(V=0;V&lt;3;++V){var Y;U=n[Y=X[2-V]];a.push(U[0],U[1],U[2],U[3]);var Z,Q,$,J=i[Y];l.push(J[0],J[1],J[2]),3===(Z=L?L[Y]:S?S[D]:C).length?u.push(Z[0],Z[1],Z[2],1):u.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],d.push(Q[0],Q[1]),$=M?M[Y]:T[D],h.push($[0],$[1],$[2]),p.push(D)}H+=1}}this.pointCount=G,this.edgeCount=q,this.triangleCount=H,this.pointPositions.update(b),this.pointColors.update(x),this.pointUVs.update(_),this.pointSizes.update(w),this.pointIds.update(new Uint32Array(A)),this.edgePositions.update(g),this.edgeColors.update(v),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(y)),this.trianglePositions.update(a),this.triangleVectors.update(l),this.triangleColors.update(u),this.triangleUVs.update(d),this.triangleNormals.update(h),this.triangleIds.update(new Uint32Array(p))}},b.drawTransparent=b.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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:m.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,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f=c[15];for(o=0;o&lt;3;++o)f+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var h=c[12+o],d=0;d&lt;3;++d)h+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=h/f}if(this.triangleCount&gt;0){var p=this.triShader;p.bind(),p.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},b.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind())},b.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);return{index:Math.floor(r[1]/48),position:n,dataCoordinate:n}},b.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.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()},e.exports=function(t,e){1===arguments.length&amp;&amp;(t=(e=t).gl);var r=e.triShader||function(t){var e=n(t,g.vertex,g.fragment,null,g.attributes);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.vector.location=5,e}(t),s=x(t),l=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));l.generateMipmap(),l.minFilter=t.LINEAR_MIPMAP_LINEAR,l.magFilter=t.LINEAR;var u=i(t),f=i(t),h=i(t),d=i(t),p=i(t),v=i(t),m=a(t,[{buffer:u,type:t.FLOAT,size:4},{buffer:v,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:h,type:t.FLOAT,size:4},{buffer:d,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:3},{buffer:f,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),A=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:A,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),T=i(t),k=i(t),E=i(t),L=i(t),S=i(t),C=a(t,[{buffer:T,type:t.FLOAT,size:3},{buffer:S,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:E,type:t.FLOAT,size:2},{buffer:L,type:t.FLOAT,size:1}]),O=i(t),R=new y(t,l,r,s,u,f,v,h,d,p,m,b,A,_,w,M,T,S,k,E,L,C,O,a(t,[{buffer:O,type:t.FLOAT,size:3}]));return R.update(e),R}},{&quot;./shaders&quot;:106,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],106:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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 &gt; 2.99 &amp;&amp; segmentIndex &lt; 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex &gt; 0.99 &amp;&amp;  segmentIndex &lt; 1.01) ||\\n    (segmentIndex &gt; 4.99 &amp;&amp;  segmentIndex &lt; 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 &lt; 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;\\nuniform float vectorScale;\\nuniform float coneScale;\\n\\nuniform float coneOffset;\\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\\n           , f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model &amp; 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&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data\\n           , 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&quot;]),o=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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 &gt; 2.99 &amp;&amp; segmentIndex &lt; 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex &gt; 0.99 &amp;&amp;  segmentIndex &lt; 1.01) ||\\n    (segmentIndex &gt; 4.99 &amp;&amp;  segmentIndex &lt; 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 &lt; 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 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nuniform float vectorScale;\\nuniform float coneScale;\\nuniform float 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), 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&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;vector&quot;,type:&quot;vec3&quot;}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;},{name:&quot;vector&quot;,type:&quot;vec3&quot;}]}},{glslify:250}],107:[function(t,e,r){e.exports={0:&quot;NONE&quot;,1:&quot;ONE&quot;,2:&quot;LINE_LOOP&quot;,3:&quot;LINE_STRIP&quot;,4:&quot;TRIANGLES&quot;,5:&quot;TRIANGLE_STRIP&quot;,6:&quot;TRIANGLE_FAN&quot;,256:&quot;DEPTH_BUFFER_BIT&quot;,512:&quot;NEVER&quot;,513:&quot;LESS&quot;,514:&quot;EQUAL&quot;,515:&quot;LEQUAL&quot;,516:&quot;GREATER&quot;,517:&quot;NOTEQUAL&quot;,518:&quot;GEQUAL&quot;,519:&quot;ALWAYS&quot;,768:&quot;SRC_COLOR&quot;,769:&quot;ONE_MINUS_SRC_COLOR&quot;,770:&quot;SRC_ALPHA&quot;,771:&quot;ONE_MINUS_SRC_ALPHA&quot;,772:&quot;DST_ALPHA&quot;,773:&quot;ONE_MINUS_DST_ALPHA&quot;,774:&quot;DST_COLOR&quot;,775:&quot;ONE_MINUS_DST_COLOR&quot;,776:&quot;SRC_ALPHA_SATURATE&quot;,1024:&quot;STENCIL_BUFFER_BIT&quot;,1028:&quot;FRONT&quot;,1029:&quot;BACK&quot;,1032:&quot;FRONT_AND_BACK&quot;,1280:&quot;INVALID_ENUM&quot;,1281:&quot;INVALID_VALUE&quot;,1282:&quot;INVALID_OPERATION&quot;,1285:&quot;OUT_OF_MEMORY&quot;,1286:&quot;INVALID_FRAMEBUFFER_OPERATION&quot;,2304:&quot;CW&quot;,2305:&quot;CCW&quot;,2849:&quot;LINE_WIDTH&quot;,2884:&quot;CULL_FACE&quot;,2885:&quot;CULL_FACE_MODE&quot;,2886:&quot;FRONT_FACE&quot;,2928:&quot;DEPTH_RANGE&quot;,2929:&quot;DEPTH_TEST&quot;,2930:&quot;DEPTH_WRITEMASK&quot;,2931:&quot;DEPTH_CLEAR_VALUE&quot;,2932:&quot;DEPTH_FUNC&quot;,2960:&quot;STENCIL_TEST&quot;,2961:&quot;STENCIL_CLEAR_VALUE&quot;,2962:&quot;STENCIL_FUNC&quot;,2963:&quot;STENCIL_VALUE_MASK&quot;,2964:&quot;STENCIL_FAIL&quot;,2965:&quot;STENCIL_PASS_DEPTH_FAIL&quot;,2966:&quot;STENCIL_PASS_DEPTH_PASS&quot;,2967:&quot;STENCIL_REF&quot;,2968:&quot;STENCIL_WRITEMASK&quot;,2978:&quot;VIEWPORT&quot;,3024:&quot;DITHER&quot;,3042:&quot;BLEND&quot;,3088:&quot;SCISSOR_BOX&quot;,3089:&quot;SCISSOR_TEST&quot;,3106:&quot;COLOR_CLEAR_VALUE&quot;,3107:&quot;COLOR_WRITEMASK&quot;,3317:&quot;UNPACK_ALIGNMENT&quot;,3333:&quot;PACK_ALIGNMENT&quot;,3379:&quot;MAX_TEXTURE_SIZE&quot;,3386:&quot;MAX_VIEWPORT_DIMS&quot;,3408:&quot;SUBPIXEL_BITS&quot;,3410:&quot;RED_BITS&quot;,3411:&quot;GREEN_BITS&quot;,3412:&quot;BLUE_BITS&quot;,3413:&quot;ALPHA_BITS&quot;,3414:&quot;DEPTH_BITS&quot;,3415:&quot;STENCIL_BITS&quot;,3553:&quot;TEXTURE_2D&quot;,4352:&quot;DONT_CARE&quot;,4353:&quot;FASTEST&quot;,4354:&quot;NICEST&quot;,5120:&quot;BYTE&quot;,5121:&quot;UNSIGNED_BYTE&quot;,5122:&quot;SHORT&quot;,5123:&quot;UNSIGNED_SHORT&quot;,5124:&quot;INT&quot;,5125:&quot;UNSIGNED_INT&quot;,5126:&quot;FLOAT&quot;,5386:&quot;INVERT&quot;,5890:&quot;TEXTURE&quot;,6401:&quot;STENCIL_INDEX&quot;,6402:&quot;DEPTH_COMPONENT&quot;,6406:&quot;ALPHA&quot;,6407:&quot;RGB&quot;,6408:&quot;RGBA&quot;,6409:&quot;LUMINANCE&quot;,6410:&quot;LUMINANCE_ALPHA&quot;,7680:&quot;KEEP&quot;,7681:&quot;REPLACE&quot;,7682:&quot;INCR&quot;,7683:&quot;DECR&quot;,7936:&quot;VENDOR&quot;,7937:&quot;RENDERER&quot;,7938:&quot;VERSION&quot;,9728:&quot;NEAREST&quot;,9729:&quot;LINEAR&quot;,9984:&quot;NEAREST_MIPMAP_NEAREST&quot;,9985:&quot;LINEAR_MIPMAP_NEAREST&quot;,9986:&quot;NEAREST_MIPMAP_LINEAR&quot;,9987:&quot;LINEAR_MIPMAP_LINEAR&quot;,10240:&quot;TEXTURE_MAG_FILTER&quot;,10241:&quot;TEXTURE_MIN_FILTER&quot;,10242:&quot;TEXTURE_WRAP_S&quot;,10243:&quot;TEXTURE_WRAP_T&quot;,10497:&quot;REPEAT&quot;,10752:&quot;POLYGON_OFFSET_UNITS&quot;,16384:&quot;COLOR_BUFFER_BIT&quot;,32769:&quot;CONSTANT_COLOR&quot;,32770:&quot;ONE_MINUS_CONSTANT_COLOR&quot;,32771:&quot;CONSTANT_ALPHA&quot;,32772:&quot;ONE_MINUS_CONSTANT_ALPHA&quot;,32773:&quot;BLEND_COLOR&quot;,32774:&quot;FUNC_ADD&quot;,32777:&quot;BLEND_EQUATION_RGB&quot;,32778:&quot;FUNC_SUBTRACT&quot;,32779:&quot;FUNC_REVERSE_SUBTRACT&quot;,32819:&quot;UNSIGNED_SHORT_4_4_4_4&quot;,32820:&quot;UNSIGNED_SHORT_5_5_5_1&quot;,32823:&quot;POLYGON_OFFSET_FILL&quot;,32824:&quot;POLYGON_OFFSET_FACTOR&quot;,32854:&quot;RGBA4&quot;,32855:&quot;RGB5_A1&quot;,32873:&quot;TEXTURE_BINDING_2D&quot;,32926:&quot;SAMPLE_ALPHA_TO_COVERAGE&quot;,32928:&quot;SAMPLE_COVERAGE&quot;,32936:&quot;SAMPLE_BUFFERS&quot;,32937:&quot;SAMPLES&quot;,32938:&quot;SAMPLE_COVERAGE_VALUE&quot;,32939:&quot;SAMPLE_COVERAGE_INVERT&quot;,32968:&quot;BLEND_DST_RGB&quot;,32969:&quot;BLEND_SRC_RGB&quot;,32970:&quot;BLEND_DST_ALPHA&quot;,32971:&quot;BLEND_SRC_ALPHA&quot;,33071:&quot;CLAMP_TO_EDGE&quot;,33170:&quot;GENERATE_MIPMAP_HINT&quot;,33189:&quot;DEPTH_COMPONENT16&quot;,33306:&quot;DEPTH_STENCIL_ATTACHMENT&quot;,33635:&quot;UNSIGNED_SHORT_5_6_5&quot;,33648:&quot;MIRRORED_REPEAT&quot;,33901:&quot;ALIASED_POINT_SIZE_RANGE&quot;,33902:&quot;ALIASED_LINE_WIDTH_RANGE&quot;,33984:&quot;TEXTURE0&quot;,33985:&quot;TEXTURE1&quot;,33986:&quot;TEXTURE2&quot;,33987:&quot;TEXTURE3&quot;,33988:&quot;TEXTURE4&quot;,33989:&quot;TEXTURE5&quot;,33990:&quot;TEXTURE6&quot;,33991:&quot;TEXTURE7&quot;,33992:&quot;TEXTURE8&quot;,33993:&quot;TEXTURE9&quot;,33994:&quot;TEXTURE10&quot;,33995:&quot;TEXTURE11&quot;,33996:&quot;TEXTURE12&quot;,33997:&quot;TEXTURE13&quot;,33998:&quot;TEXTURE14&quot;,33999:&quot;TEXTURE15&quot;,34000:&quot;TEXTURE16&quot;,34001:&quot;TEXTURE17&quot;,34002:&quot;TEXTURE18&quot;,34003:&quot;TEXTURE19&quot;,34004:&quot;TEXTURE20&quot;,34005:&quot;TEXTURE21&quot;,34006:&quot;TEXTURE22&quot;,34007:&quot;TEXTURE23&quot;,34008:&quot;TEXTURE24&quot;,34009:&quot;TEXTURE25&quot;,34010:&quot;TEXTURE26&quot;,34011:&quot;TEXTURE27&quot;,34012:&quot;TEXTURE28&quot;,34013:&quot;TEXTURE29&quot;,34014:&quot;TEXTURE30&quot;,34015:&quot;TEXTURE31&quot;,34016:&quot;ACTIVE_TEXTURE&quot;,34024:&quot;MAX_RENDERBUFFER_SIZE&quot;,34041:&quot;DEPTH_STENCIL&quot;,34055:&quot;INCR_WRAP&quot;,34056:&quot;DECR_WRAP&quot;,34067:&quot;TEXTURE_CUBE_MAP&quot;,34068:&quot;TEXTURE_BINDING_CUBE_MAP&quot;,34069:&quot;TEXTURE_CUBE_MAP_POSITIVE_X&quot;,34070:&quot;TEXTURE_CUBE_MAP_NEGATIVE_X&quot;,34071:&quot;TEXTURE_CUBE_MAP_POSITIVE_Y&quot;,34072:&quot;TEXTURE_CUBE_MAP_NEGATIVE_Y&quot;,34073:&quot;TEXTURE_CUBE_MAP_POSITIVE_Z&quot;,34074:&quot;TEXTURE_CUBE_MAP_NEGATIVE_Z&quot;,34076:&quot;MAX_CUBE_MAP_TEXTURE_SIZE&quot;,34338:&quot;VERTEX_ATTRIB_ARRAY_ENABLED&quot;,34339:&quot;VERTEX_ATTRIB_ARRAY_SIZE&quot;,34340:&quot;VERTEX_ATTRIB_ARRAY_STRIDE&quot;,34341:&quot;VERTEX_ATTRIB_ARRAY_TYPE&quot;,34342:&quot;CURRENT_VERTEX_ATTRIB&quot;,34373:&quot;VERTEX_ATTRIB_ARRAY_POINTER&quot;,34466:&quot;NUM_COMPRESSED_TEXTURE_FORMATS&quot;,34467:&quot;COMPRESSED_TEXTURE_FORMATS&quot;,34660:&quot;BUFFER_SIZE&quot;,34661:&quot;BUFFER_USAGE&quot;,34816:&quot;STENCIL_BACK_FUNC&quot;,34817:&quot;STENCIL_BACK_FAIL&quot;,34818:&quot;STENCIL_BACK_PASS_DEPTH_FAIL&quot;,34819:&quot;STENCIL_BACK_PASS_DEPTH_PASS&quot;,34877:&quot;BLEND_EQUATION_ALPHA&quot;,34921:&quot;MAX_VERTEX_ATTRIBS&quot;,34922:&quot;VERTEX_ATTRIB_ARRAY_NORMALIZED&quot;,34930:&quot;MAX_TEXTURE_IMAGE_UNITS&quot;,34962:&quot;ARRAY_BUFFER&quot;,34963:&quot;ELEMENT_ARRAY_BUFFER&quot;,34964:&quot;ARRAY_BUFFER_BINDING&quot;,34965:&quot;ELEMENT_ARRAY_BUFFER_BINDING&quot;,34975:&quot;VERTEX_ATTRIB_ARRAY_BUFFER_BINDING&quot;,35040:&quot;STREAM_DRAW&quot;,35044:&quot;STATIC_DRAW&quot;,35048:&quot;DYNAMIC_DRAW&quot;,35632:&quot;FRAGMENT_SHADER&quot;,35633:&quot;VERTEX_SHADER&quot;,35660:&quot;MAX_VERTEX_TEXTURE_IMAGE_UNITS&quot;,35661:&quot;MAX_COMBINED_TEXTURE_IMAGE_UNITS&quot;,35663:&quot;SHADER_TYPE&quot;,35664:&quot;FLOAT_VEC2&quot;,35665:&quot;FLOAT_VEC3&quot;,35666:&quot;FLOAT_VEC4&quot;,35667:&quot;INT_VEC2&quot;,35668:&quot;INT_VEC3&quot;,35669:&quot;INT_VEC4&quot;,35670:&quot;BOOL&quot;,35671:&quot;BOOL_VEC2&quot;,35672:&quot;BOOL_VEC3&quot;,35673:&quot;BOOL_VEC4&quot;,35674:&quot;FLOAT_MAT2&quot;,35675:&quot;FLOAT_MAT3&quot;,35676:&quot;FLOAT_MAT4&quot;,35678:&quot;SAMPLER_2D&quot;,35680:&quot;SAMPLER_CUBE&quot;,35712:&quot;DELETE_STATUS&quot;,35713:&quot;COMPILE_STATUS&quot;,35714:&quot;LINK_STATUS&quot;,35715:&quot;VALIDATE_STATUS&quot;,35716:&quot;INFO_LOG_LENGTH&quot;,35717:&quot;ATTACHED_SHADERS&quot;,35718:&quot;ACTIVE_UNIFORMS&quot;,35719:&quot;ACTIVE_UNIFORM_MAX_LENGTH&quot;,35720:&quot;SHADER_SOURCE_LENGTH&quot;,35721:&quot;ACTIVE_ATTRIBUTES&quot;,35722:&quot;ACTIVE_ATTRIBUTE_MAX_LENGTH&quot;,35724:&quot;SHADING_LANGUAGE_VERSION&quot;,35725:&quot;CURRENT_PROGRAM&quot;,36003:&quot;STENCIL_BACK_REF&quot;,36004:&quot;STENCIL_BACK_VALUE_MASK&quot;,36005:&quot;STENCIL_BACK_WRITEMASK&quot;,36006:&quot;FRAMEBUFFER_BINDING&quot;,36007:&quot;RENDERBUFFER_BINDING&quot;,36048:&quot;FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE&quot;,36049:&quot;FRAMEBUFFER_ATTACHMENT_OBJECT_NAME&quot;,36050:&quot;FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL&quot;,36051:&quot;FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE&quot;,36053:&quot;FRAMEBUFFER_COMPLETE&quot;,36054:&quot;FRAMEBUFFER_INCOMPLETE_ATTACHMENT&quot;,36055:&quot;FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT&quot;,36057:&quot;FRAMEBUFFER_INCOMPLETE_DIMENSIONS&quot;,36061:&quot;FRAMEBUFFER_UNSUPPORTED&quot;,36064:&quot;COLOR_ATTACHMENT0&quot;,36096:&quot;DEPTH_ATTACHMENT&quot;,36128:&quot;STENCIL_ATTACHMENT&quot;,36160:&quot;FRAMEBUFFER&quot;,36161:&quot;RENDERBUFFER&quot;,36162:&quot;RENDERBUFFER_WIDTH&quot;,36163:&quot;RENDERBUFFER_HEIGHT&quot;,36164:&quot;RENDERBUFFER_INTERNAL_FORMAT&quot;,36168:&quot;STENCIL_INDEX8&quot;,36176:&quot;RENDERBUFFER_RED_SIZE&quot;,36177:&quot;RENDERBUFFER_GREEN_SIZE&quot;,36178:&quot;RENDERBUFFER_BLUE_SIZE&quot;,36179:&quot;RENDERBUFFER_ALPHA_SIZE&quot;,36180:&quot;RENDERBUFFER_DEPTH_SIZE&quot;,36181:&quot;RENDERBUFFER_STENCIL_SIZE&quot;,36194:&quot;RGB565&quot;,36336:&quot;LOW_FLOAT&quot;,36337:&quot;MEDIUM_FLOAT&quot;,36338:&quot;HIGH_FLOAT&quot;,36339:&quot;LOW_INT&quot;,36340:&quot;MEDIUM_INT&quot;,36341:&quot;HIGH_INT&quot;,36346:&quot;SHADER_COMPILER&quot;,36347:&quot;MAX_VERTEX_UNIFORM_VECTORS&quot;,36348:&quot;MAX_VARYING_VECTORS&quot;,36349:&quot;MAX_FRAGMENT_UNIFORM_VECTORS&quot;,37440:&quot;UNPACK_FLIP_Y_WEBGL&quot;,37441:&quot;UNPACK_PREMULTIPLY_ALPHA_WEBGL&quot;,37442:&quot;CONTEXT_LOST_WEBGL&quot;,37443:&quot;UNPACK_COLORSPACE_CONVERSION_WEBGL&quot;,37444:&quot;BROWSER_DEFAULT_WEBGL&quot;}},{}],108:[function(t,e,r){var n=t(&quot;./1.0/numbers&quot;);e.exports=function(t){return n[t]}},{&quot;./1.0/numbers&quot;:107}],109:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders/index&quot;),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r&lt;3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f&lt;3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&amp;&amp;e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e&lt;3;++e){for(var r=[],n=1;n&lt;=2;++n)for(var i=-1;i&lt;=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a&lt;i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){&quot;lineWidth&quot;in(t=t||{})&amp;&amp;(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),&quot;capSize&quot;in t&amp;&amp;(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=+t.opacity,this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&amp;&amp;n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s&lt;3;++s){this.lineOffset[s]=o;t:for(var l=0;l&lt;a;++l){for(var c=r[l],h=0;h&lt;3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var d=n[l],p=e[s];if(Array.isArray(p[0])&amp;&amp;(p=e[l]),3===p.length?p=[p[0],p[1],p[2],1]:4===p.length&amp;&amp;(p=[p[0],p[1],p[2],p[3]],!this.hasAlpha&amp;&amp;p[3]&lt;1&amp;&amp;(this.hasAlpha=!0)),!isNaN(d[0][s])&amp;&amp;!isNaN(d[1][s])){var g;if(d[0][s]&lt;0)(g=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],p[0],p[1],p[2],p[3],0,0,0,g[0],g[1],g[2],p[0],p[1],p[2],p[3],0,0,0),u(this.bounds,g),o+=2+f(i,g,p,s);if(d[1][s]&gt;0)(g=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],p[0],p[1],p[2],p[3],0,0,0,g[0],g[1],g[2],p[0],p[1],p[2],p[3],0,0,0),u(this.bounds,g),o+=2+f(i,g,p,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{&quot;./shaders/index&quot;:110,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],110:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;offset&quot;,type:&quot;vec3&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],111:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-texture2d&quot;);e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(&quot;WEBGL_draw_buffers&quot;);!l&amp;&amp;u&amp;&amp;function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n&lt;=r;++n){for(var i=new Array(r),a=0;a&lt;n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(var a=n;a&lt;r;++a)i[a]=t.NONE;l[n]=i}}(t,u);Array.isArray(e)&amp;&amp;(n=r,r=0|e[1],e=0|e[0]);if(&quot;number&quot;!=typeof e)throw new Error(&quot;gl-fbo: Missing shape parameter&quot;);var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e&lt;0||e&gt;c||r&lt;0||r&gt;c)throw new Error(&quot;gl-fbo: Parameters are too large for FBO&quot;);var f=1;if(&quot;color&quot;in(n=n||{})){if((f=Math.max(0|n.color,0))&lt;0)throw new Error(&quot;gl-fbo: Must specify a nonnegative number of colors&quot;);if(f&gt;1){if(!u)throw new Error(&quot;gl-fbo: Multiple draw buffer extension not supported&quot;);if(f&gt;t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(&quot;gl-fbo: Context does not support &quot;+f+&quot; draw buffers&quot;)}}var h=t.UNSIGNED_BYTE,d=t.getExtension(&quot;OES_texture_float&quot;);if(n.float&amp;&amp;f&gt;0){if(!d)throw new Error(&quot;gl-fbo: Context does not support floating point textures&quot;);h=t.FLOAT}else n.preferFloat&amp;&amp;f&gt;0&amp;&amp;d&amp;&amp;(h=t.FLOAT);var g=!0;&quot;depth&quot;in n&amp;&amp;(g=!!n.depth);var v=!1;&quot;stencil&quot;in n&amp;&amp;(v=!!n.stencil);return new p(t,e,r,h,f,g,v,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(&quot;gl-fbo: Framebuffer unsupported&quot;);case a:throw new Error(&quot;gl-fbo: Framebuffer incomplete attachment&quot;);case o:throw new Error(&quot;gl-fbo: Framebuffer incomplete dimensions&quot;);case s:throw new Error(&quot;gl-fbo: Framebuffer incomplete missing attachment&quot;);default:throw new Error(&quot;gl-fbo: Framebuffer failed for unspecified reason&quot;)}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function d(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function p(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 p=0;p&lt;i;++p)this.color[p]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,v=[0|e,0|r];Object.defineProperties(v,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=v,function(t){var e=u(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,p=t._useStencil,g=t._useDepth,v=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var m=0;m&lt;o;++m)t.color[m]=h(r,i,a,v,r.RGBA,r.COLOR_ATTACHMENT0+m);0===o?(t._color_rb=d(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&amp;&amp;s.drawBuffersWEBGL(l[0])):o&gt;1&amp;&amp;s.drawBuffersWEBGL(l[o]);var y=r.getExtension(&quot;WEBGL_depth_texture&quot;);y?p?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&amp;&amp;(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&amp;&amp;p?t._depth_rb=d(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=d(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):p&amp;&amp;(t._depth_rb=d(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var b=r.checkFramebufferStatus(r.FRAMEBUFFER);if(b!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&amp;&amp;(t.depth.dispose(),t.depth=null),t._depth_rb&amp;&amp;(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),m=0;m&lt;t.color.length;++m)t.color[m].dispose(),t.color[m]=null;t._color_rb&amp;&amp;(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(b)}c(r,e)}(this)}var g=p.prototype;function v(t,e,r){if(t._destroyed)throw new Error(&quot;gl-fbo: Can&#x27;t resize destroyed FBO&quot;);if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e&lt;0||e&gt;i||r&lt;0||r&gt;i)throw new Error(&quot;gl-fbo: Can&#x27;t resize FBO, invalid dimensions&quot;);t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o&lt;t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&amp;&amp;(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&amp;&amp;(t.depth.shape=t._shape),t._depth_rb&amp;&amp;(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&amp;&amp;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&amp;&amp;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&amp;&amp;(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(&quot;gl-fbo: Shape vector must be length 2&quot;);var e=0|t[0],r=0|t[1];return v(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return v(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,v(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&amp;&amp;(this.depth.dispose(),this.depth=null),this._depth_rb&amp;&amp;(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e&lt;this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&amp;&amp;(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{&quot;gl-texture2d&quot;:164}],112:[function(t,e,r){var n=t(&quot;sprintf-js&quot;).sprintf,i=t(&quot;gl-constants/lookup&quot;),a=t(&quot;glsl-shader-name&quot;),o=t(&quot;add-line-numbers&quot;);e.exports=function(t,e,r){&quot;use strict&quot;;var s=a(e)||&quot;of unknown name (see npm glsl-shader-name)&quot;,l=&quot;unknown type&quot;;void 0!==r&amp;&amp;(l=r===i.FRAGMENT_SHADER?&quot;fragment&quot;:&quot;vertex&quot;);for(var u=n(&quot;Error compiling %s shader %s:\\n&quot;,l,s),c=n(&quot;%s%s&quot;,u,t),f=t.split(&quot;\\n&quot;),h={},d=0;d&lt;f.length;d++){var p=f[d];if(&quot;&quot;!==p&amp;&amp;&quot;\\0&quot;!==p){var g=parseInt(p.split(&quot;:&quot;)[2]);if(isNaN(g))throw new Error(n(&quot;Could not parse error: %s&quot;,p));h[g]=p}}for(var v=o(e).split(&quot;\\n&quot;),d=0;d&lt;v.length;d++)if(h[d+3]||h[d+2]||h[d+1]){var m=v[d];if(u+=m+&quot;\\n&quot;,h[d+1]){var y=h[d+1];y=y.substr(y.split(&quot;:&quot;,3).join(&quot;:&quot;).length+1).trim(),u+=n(&quot;^^^ %s\\n\\n&quot;,y)}}return{long:u.trim(),short:c.trim()}}},{&quot;add-line-numbers&quot;:12,&quot;gl-constants/lookup&quot;:108,&quot;glsl-shader-name&quot;:242,&quot;sprintf-js&quot;:340}],113:[function(t,e,r){var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 &lt; 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1604150559(highp float v) {\\n  highp float av = abs(v);\\n\\n  //Handle special cases\\n  if(av &lt; FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v &gt; FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v &lt; -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  highp vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  highp float e = floor(log2(av));\\n  highp float m = av * pow(2.0, -e) - 1.0;\\n  \\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n  \\n  //Unpack exponent\\n  highp float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0; \\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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, encode_float_1604150559(pixelArcLength).xyz);\\n}&quot;]),l=[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;nextPosition&quot;,type:&quot;vec3&quot;},{name:&quot;arcLength&quot;,type:&quot;float&quot;},{name:&quot;lineWidth&quot;,type:&quot;float&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{&quot;gl-shader&quot;:149,glslify:250}],114:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl||t.scene&amp;&amp;t.scene.gl,r=c(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),u=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}]),h=l(new Array(1024),[256,1,4]),d=0;d&lt;1024;++d)h.data[d]=255;var p=a(e,h);p.wrap=e.REPEAT;var g=new v(e,r,o,s,u,p);return g.update(t),g};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;gl-texture2d&quot;),o=t(&quot;glsl-read-float&quot;),s=t(&quot;binary-search-bounds&quot;),l=t(&quot;ndarray&quot;),u=t(&quot;./lib/shaders&quot;),c=u.createShader,f=u.createPickShader,h=[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&lt;3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function p(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r&lt;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 m=v.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||h,view:t.view||h,projection:t.projection||h,clipBounds:p(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()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||h,view:t.view||h,projection:t.projection||h,pickId:this.pickId,clipBounds:p(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;&quot;dashScale&quot;in t&amp;&amp;(this.dashScale=t.dashScale),this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=+t.opacity,this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0));var i=[],a=[],o=[],u=0,c=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],g=t.lineWidth||1,v=!1;t:for(e=1;e&lt;h.length;++e){var m,y,b,x=h[e-1],_=h[e];for(a.push(u),o.push(x.slice()),r=0;r&lt;3;++r){if(isNaN(x[r])||isNaN(_[r])||!isFinite(x[r])||!isFinite(_[r])){if(!n&amp;&amp;i.length&gt;0){for(var w=0;w&lt;24;++w)i.push(i[i.length-12]);c+=2,v=!0}continue t}f[0][r]=Math.min(f[0][r],x[r],_[r]),f[1][r]=Math.max(f[1][r],x[r],_[r])}Array.isArray(p[0])?(m=p.length&gt;e-1?p[e-1]:p.length&gt;0?p[p.length-1]:[0,0,0,1],y=p.length&gt;e?p[e]:p.length&gt;0?p[p.length-1]:[0,0,0,1]):m=y=p,3===m.length&amp;&amp;(m=[m[0],m[1],m[2],1]),3===y.length&amp;&amp;(y=[y[0],y[1],y[2],1]),!this.hasAlpha&amp;&amp;m[3]&lt;1&amp;&amp;(this.hasAlpha=!0),b=Array.isArray(g)?g.length&gt;e-1?g[e-1]:g.length&gt;0?g[g.length-1]:[0,0,0,1]:g;var A=u;if(u+=d(x,_),v){for(r=0;r&lt;2;++r)i.push(x[0],x[1],x[2],_[0],_[1],_[2],A,b,m[0],m[1],m[2],m[3]);c+=2,v=!1}i.push(x[0],x[1],x[2],_[0],_[1],_[2],A,b,m[0],m[1],m[2],m[3],x[0],x[1],x[2],_[0],_[1],_[2],A,-b,m[0],m[1],m[2],m[3],_[0],_[1],_[2],x[0],x[1],x[2],u,-b,y[0],y[1],y[2],y[3],_[0],_[1],_[2],x[0],x[1],x[2],u,b,y[0],y[1],y[2],y[3]),c+=4}}if(this.buffer.update(i),a.push(u),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,&quot;dashes&quot;in t){var M=t.dashes.slice();for(M.unshift(0),e=1;e&lt;M.length;++e)M[e]=M[e-1]+M[e];var T=l(new Array(1024),[256,1,4]);for(e=0;e&lt;256;++e){for(r=0;r&lt;4;++r)T.set(e,0,r,0);1&amp;s.le(M,M[M.length-1]*e/255)?T.set(e,0,0,0):T.set(e,0,0,255)}this.texture.setPixels(T)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=o(t.value[0],t.value[1],t.value[2],0),r=s.le(this.arcLength,e);if(r&lt;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]),l=1-a,u=[0,0,0],c=0;c&lt;3;++c)u[c]=l*n[c]+a*i[c];var f=Math.min(a&lt;.5?r:r+1,this.points.length-1);return new g(e,u,f,this.points[f])}},{&quot;./lib/shaders&quot;:113,&quot;binary-search-bounds&quot;:115,&quot;gl-buffer&quot;:103,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,&quot;glsl-read-float&quot;:241,ndarray:286}],115:[function(t,e,r){arguments[4][54][0].apply(r,arguments)},{dup:54}],116:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r*a-i*n;return o?(o=1/o,t[0]=a*o,t[1]=-n*o,t[2]=-i*o,t[3]=r*o,t):null}},{}],117:[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],u=e[7],c=e[8],f=c*o-s*u,h=-c*a+s*l,d=u*a-o*l,p=r*f+n*h+i*d;return p?(p=1/p,t[0]=f*p,t[1]=(-c*n+i*u)*p,t[2]=(s*n-i*o)*p,t[3]=h*p,t[4]=(c*r-i*l)*p,t[5]=(-s*r+i*a)*p,t[6]=d*p,t[7]=(-u*r+n*l)*p,t[8]=(o*r-n*a)*p,t):null}},{}],118:[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}},{}],119:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],120:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],d=t[12],p=t[13],g=t[14],v=t[15];return(e*o-r*a)*(f*v-h*g)-(e*s-n*a)*(c*v-h*p)+(e*l-i*a)*(c*g-f*p)+(r*s-n*o)*(u*v-h*d)-(r*l-i*o)*(u*g-f*d)+(n*l-i*s)*(u*p-c*d)}},{}],121:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,d=i*s,p=i*l,g=a*o,v=a*s,m=a*l;return t[0]=1-f-p,t[1]=c+m,t[2]=h-v,t[3]=0,t[4]=c-m,t[5]=1-u-p,t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],122:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,d=i*l,p=i*u,g=a*u,v=o*s,m=o*l,y=o*u;return t[0]=1-(d+g),t[1]=f+y,t[2]=h-m,t[3]=0,t[4]=f-y,t[5]=1-(c+g),t[6]=p+v,t[7]=0,t[8]=h+m,t[9]=p-v,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],123:[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}},{}],124:[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],u=e[7],c=e[8],f=e[9],h=e[10],d=e[11],p=e[12],g=e[13],v=e[14],m=e[15],y=r*s-n*o,b=r*l-i*o,x=r*u-a*o,_=n*l-i*s,w=n*u-a*s,A=i*u-a*l,M=c*g-f*p,T=c*v-h*p,k=c*m-d*p,E=f*v-h*g,L=f*m-d*g,S=h*m-d*v,C=y*S-b*L+x*E+_*k-w*T+A*M;if(!C)return null;return C=1/C,t[0]=(s*S-l*L+u*E)*C,t[1]=(i*L-n*S-a*E)*C,t[2]=(g*A-v*w+m*_)*C,t[3]=(h*w-f*A-d*_)*C,t[4]=(l*k-o*S-u*T)*C,t[5]=(r*S-i*k+a*T)*C,t[6]=(v*x-p*A-m*b)*C,t[7]=(c*A-h*x+d*b)*C,t[8]=(o*L-s*k+u*M)*C,t[9]=(n*k-r*L-a*M)*C,t[10]=(p*w-g*x+m*y)*C,t[11]=(f*x-c*w-d*y)*C,t[12]=(s*T-o*E-l*M)*C,t[13]=(r*E-n*T+i*M)*C,t[14]=(g*b-p*_-v*y)*C,t[15]=(c*_-f*b+h*y)*C,t}},{}],125:[function(t,e,r){var n=t(&quot;./identity&quot;);e.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,d,p,g=e[0],v=e[1],m=e[2],y=i[0],b=i[1],x=i[2],_=r[0],w=r[1],A=r[2];if(Math.abs(g-_)&lt;1e-6&amp;&amp;Math.abs(v-w)&lt;1e-6&amp;&amp;Math.abs(m-A)&lt;1e-6)return n(t);f=g-_,h=v-w,d=m-A,p=1/Math.sqrt(f*f+h*h+d*d),a=b*(d*=p)-x*(h*=p),o=x*(f*=p)-y*d,s=y*h-b*f,(p=Math.sqrt(a*a+o*o+s*s))?(a*=p=1/p,o*=p,s*=p):(a=0,o=0,s=0);l=h*s-d*o,u=d*a-f*s,c=f*o-h*a,(p=Math.sqrt(l*l+u*u+c*c))?(l*=p=1/p,u*=p,c*=p):(l=0,u=0,c=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=d,t[11]=0,t[12]=-(a*g+o*v+s*m),t[13]=-(l*g+u*v+c*m),t[14]=-(f*g+h*v+d*m),t[15]=1,t}},{&quot;./identity&quot;:123}],126:[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],u=e[6],c=e[7],f=e[8],h=e[9],d=e[10],p=e[11],g=e[12],v=e[13],m=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*f+w*g,t[1]=b*i+x*l+_*h+w*v,t[2]=b*a+x*u+_*d+w*m,t[3]=b*o+x*c+_*p+w*y,b=r[4],x=r[5],_=r[6],w=r[7],t[4]=b*n+x*s+_*f+w*g,t[5]=b*i+x*l+_*h+w*v,t[6]=b*a+x*u+_*d+w*m,t[7]=b*o+x*c+_*p+w*y,b=r[8],x=r[9],_=r[10],w=r[11],t[8]=b*n+x*s+_*f+w*g,t[9]=b*i+x*l+_*h+w*v,t[10]=b*a+x*u+_*d+w*m,t[11]=b*o+x*c+_*p+w*y,b=r[12],x=r[13],_=r[14],w=r[15],t[12]=b*n+x*s+_*f+w*g,t[13]=b*i+x*l+_*h+w*v,t[14]=b*a+x*u+_*d+w*m,t[15]=b*o+x*c+_*p+w*y,t}},{}],127:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=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*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},{}],128:[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}},{}],129:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,d,p,g,v,m,y,b,x,_,w,A,M,T,k,E,L=n[0],S=n[1],C=n[2],O=Math.sqrt(L*L+S*S+C*C);if(Math.abs(O)&lt;1e-6)return null;L*=O=1/O,S*=O,C*=O,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],d=e[6],p=e[7],g=e[8],v=e[9],m=e[10],y=e[11],b=L*L*o+a,x=S*L*o+C*i,_=C*L*o-S*i,w=L*S*o-C*i,A=S*S*o+a,M=C*S*o+L*i,T=L*C*o+S*i,k=S*C*o-L*i,E=C*C*o+a,t[0]=s*b+f*x+g*_,t[1]=l*b+h*x+v*_,t[2]=u*b+d*x+m*_,t[3]=c*b+p*x+y*_,t[4]=s*w+f*A+g*M,t[5]=l*w+h*A+v*M,t[6]=u*w+d*A+m*M,t[7]=c*w+p*A+y*M,t[8]=s*T+f*k+g*E,t[9]=l*T+h*k+v*E,t[10]=u*T+d*k+m*E,t[11]=c*T+p*k+y*E,e!==t&amp;&amp;(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],130:[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],u=e[8],c=e[9],f=e[10],h=e[11];e!==t&amp;&amp;(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+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],131:[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],u=e[8],c=e[9],f=e[10],h=e[11];e!==t&amp;&amp;(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-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],132:[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],u=e[4],c=e[5],f=e[6],h=e[7];e!==t&amp;&amp;(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+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],133:[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}},{}],134:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,d,p,g=r[0],v=r[1],m=r[2];e===t?(t[12]=e[0]*g+e[4]*v+e[8]*m+e[12],t[13]=e[1]*g+e[5]*v+e[9]*m+e[13],t[14]=e[2]*g+e[6]*v+e[10]*m+e[14],t[15]=e[3]*g+e[7]*v+e[11]*m+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],d=e[10],p=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=d,t[11]=p,t[12]=n*g+s*v+f*m+e[12],t[13]=i*g+l*v+h*m+e[13],t[14]=a*g+u*v+d*m+e[14],t[15]=o*g+c*v+p*m+e[15]);return t}},{}],135:[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}},{}],136:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:i(t,e);break;case 16:a(t,e);break;default:throw new Error(&quot;currently supports matrices up to 4x4&quot;)}return t};var n=t(&quot;gl-mat2/invert&quot;),i=t(&quot;gl-mat3/invert&quot;),a=t(&quot;gl-mat4/invert&quot;)},{&quot;gl-mat2/invert&quot;:116,&quot;gl-mat3/invert&quot;:117,&quot;gl-mat4/invert&quot;:124}],137:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;barycentric&quot;),i=t(&quot;polytope-closest-point/lib/closest_point_2d.js&quot;);function a(t,e){for(var r=[0,0,0,0],n=0;n&lt;4;++n)for(var i=0;i&lt;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&lt;3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}e.exports=function(t,e,r,a,s,l){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),c=0;c&lt;t.length;++c)u[c]=o(t[c],r,a,s,l);for(var f=0,h=1/0,c=0;c&lt;u.length;++c){for(var d=0,p=0;p&lt;2;++p)d+=Math.pow(u[c][p]-e[p],2);d&lt;h&amp;&amp;(h=d,f=c)}for(var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o&lt;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&lt;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,c=0;c&lt;3;++c){if(g[c]&lt;-.001||g[c]&gt;1.0001)return null;v+=g[c]}if(Math.abs(v-1)&gt;.001)return null;return[f,function(t,e){for(var r=[0,0,0],n=0;n&lt;t.length;++n)for(var i=t[n],a=e[n],o=0;o&lt;3;++o)r[o]+=a*i[o];return r}(t,g),g]}},{barycentric:17,&quot;polytope-closest-point/lib/closest_point_2d.js&quot;:307}],138:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) 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 = 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&quot;]),o=n([&quot;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}&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),l=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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);\\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}&quot;]),u=n([&quot;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) &gt; 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}&quot;]),c=n([&quot;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}&quot;]),f=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),h=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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);\\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}&quot;]),d=n([&quot;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}&quot;]),p=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor,1);\\n}\\n&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;}]},r.pointShader={vertex:l,fragment:u,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;pointSize&quot;,type:&quot;float&quot;}]},r.pickShader={vertex:c,fragment:f,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;pointSize&quot;,type:&quot;float&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}]},r.contourShader={vertex:d,fragment:p,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;}]}},{glslify:250}],139:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./lib/shaders&quot;),g=t(&quot;./lib/closest-point&quot;),v=p.meshShader,m=p.wireShader,y=p.pointShader,b=p.pickShader,x=p.pointPickShader,_=p.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function A(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,m,y,b,x,_,A,M,T,k,E){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=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=d,this.triangleCount=0,this.lineWidth=1,this.edgePositions=p,this.edgeColors=v,this.edgeUVs=m,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=b,this.pointColors=_,this.pointUVs=A,this.pointSizes=M,this.pointIds=x,this.pointVAO=T,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=k,this.contourVAO=E,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var M=A.prototype;function T(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 k(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}M.isOpaque=function(){return this.opacity&gt;=1},M.isTransparent=function(){return this.opacity&lt;1},M.pickSlots=1,M.setPickBase=function(t){this.pickId=t},M.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},M.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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;if(n&amp;&amp;r){var i=[],a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,A=t.cellNormals,M=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,T=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!A&amp;&amp;(A=s.faceNormals(r,n,T)),A||w||(w=s.vertexNormals(r,n,M));var k=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],S=t.vertexUVs,C=t.vertexIntensity,O=t.cellUVs,R=t.cellIntensity,P=1/0,z=-1/0;if(!S&amp;&amp;!O)if(C)if(t.vertexIntensityBounds)P=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var I=0;I&lt;C.length;++I){var N=C[I];P=Math.min(P,N),z=Math.max(z,N)}else if(R)for(I=0;I&lt;R.length;++I){N=R[I];P=Math.min(P,N),z=Math.max(z,N)}else for(I=0;I&lt;n.length;++I){N=n[I][2];P=Math.min(P,N),z=Math.max(z,N)}this.intensity=C||(R?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,R):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var D=t.pointSizes,F=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(I=0;I&lt;n.length;++I)for(var j=n[I],B=0;B&lt;3;++B)!isNaN(j[B])&amp;&amp;isFinite(j[B])&amp;&amp;(this.bounds[0][B]=Math.min(this.bounds[0][B],j[B]),this.bounds[1][B]=Math.max(this.bounds[1][B],j[B]));var U=0,V=0,H=0;t:for(I=0;I&lt;r.length;++I){var q=r[I];switch(q.length){case 1:for(j=n[X=q[0]],B=0;B&lt;3;++B)if(isNaN(j[B])||!isFinite(j[B]))continue t;m.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?y.push(W[0],W[1],W[2],1):y.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],b.push(Y[0],Y[1]),D?x.push(D[X]):x.push(F),_.push(I),H+=1;break;case 2:for(B=0;B&lt;2;++B){j=n[X=q[B]];for(var G=0;G&lt;3;++G)if(isNaN(j[G])||!isFinite(j[G]))continue t}for(B=0;B&lt;2;++B){j=n[X=q[B]];d.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?p.push(W[0],W[1],W[2],1):p.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],g.push(Y[0],Y[1]),v.push(I)}V+=1;break;case 3:for(B=0;B&lt;3;++B)for(j=n[X=q[B]],G=0;G&lt;3;++G)if(isNaN(j[G])||!isFinite(j[G]))continue t;for(B=0;B&lt;3;++B){var X,W,Y,Z;j=n[X=q[2-B]];i.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?a.push(W[0],W[1],W[2],1):a.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],u.push(Y[0],Y[1]),Z=w?w[X]:A[I],l.push(Z[0],Z[1],Z[2]),h.push(I)}U+=1}}this.pointCount=H,this.edgeCount=V,this.triangleCount=U,this.pointPositions.update(m),this.pointColors.update(y),this.pointUVs.update(b),this.pointSizes.update(x),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(d),this.edgeColors.update(p),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(v)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},M.drawTransparent=M.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&lt;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],opacity:this.opacity,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o&lt;3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var d=c[12+o],p=0;p&lt;3;++p)d+=c[4*p+o]*this.lightPosition[p];s.lightPosition[o]=d/h}this.triangleCount&gt;0&amp;&amp;((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount&gt;0&amp;&amp;this.lineWidth&gt;0&amp;&amp;((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&gt;0&amp;&amp;((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&amp;&amp;this.contourCount&gt;0&amp;&amp;this.contourLineWidth&gt;0&amp;&amp;((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},M.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&lt;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&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount&gt;0)&amp;&amp;((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},M.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&lt;r.length;++a)i[a]=n[r[a]];var o=g(i,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!o)return null;var s=o[2],l=0;for(a=0;a&lt;r.length;++a)l+=s[a]*this.intensity[r[a]];return{position:o[1],index:r[o[0]],cell:r,cellId:e,intensity:l,dataCoordinate:this.positions[r[o[0]]]}},M.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){if(1===arguments.length&amp;&amp;(t=(e=t).gl),!(t.getExtension(&quot;OES_standard_derivatives&quot;)||t.getExtension(&quot;MOZ_OES_standard_derivatives&quot;)||t.getExtension(&quot;WEBKIT_OES_standard_derivatives&quot;)))throw new Error(&quot;derivatives not supported&quot;);var r=function(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.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=T(t),u=k(t),f=E(t),h=L(t),d=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));d.generateMipmap(),d.minFilter=t.LINEAR_MIPMAP_LINEAR,d.magFilter=t.LINEAR;var p=i(t),g=i(t),y=i(t),b=i(t),x=i(t),_=a(t,[{buffer:p,type:t.FLOAT,size:3},{buffer:x,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:y,type:t.FLOAT,size:2},{buffer:b,type:t.FLOAT,size:3}]),w=i(t),M=i(t),S=i(t),C=i(t),O=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:M,type:t.FLOAT,size:4},{buffer:S,type:t.FLOAT,size:2}]),R=i(t),P=i(t),z=i(t),I=i(t),N=i(t),D=a(t,[{buffer:R,type:t.FLOAT,size:3},{buffer:N,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:P,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:I,type:t.FLOAT,size:1}]),F=i(t),j=new A(t,d,r,s,l,u,f,h,p,x,g,y,b,_,w,C,M,S,O,R,N,P,z,I,D,F,a(t,[{buffer:F,type:t.FLOAT,size:3}]));return j.update(e),j}},{&quot;./lib/closest-point&quot;:137,&quot;./lib/shaders&quot;:138,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],140:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];&quot;distanceLimits&quot;in e&amp;&amp;(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);&quot;zoomMin&quot;in e&amp;&amp;(r[0]=e.zoomMin);&quot;zoomMax&quot;in e&amp;&amp;(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||&quot;orbit&quot;,distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,d=t.clientHeight,p={keyBindingMode:&quot;rotate&quot;,enableWheel:!0,view:u,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:u.modes,_ortho:e._ortho||e.projection&amp;&amp;&quot;orthographic&quot;===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s&lt;16;++s)a=a&amp;&amp;c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&amp;&amp;t.clientHeight===d;return h=t.clientWidth,d=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(p,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),&quot;turntable&quot;===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(&quot;contextmenu&quot;,function(t){return t.preventDefault(),!1}),p._lastX=-1,p._lastY=-1,p._lastMods={shift:!1,control:!1,alt:!1,meta:!1},p.enableMouseListeners=function(){function e(e,r,i,a){var o=p.keyBindingMode;if(!1!==o){var s=&quot;rotate&quot;===o,l=&quot;pan&quot;===o,c=&quot;zoom&quot;===o,h=!!a.control,d=!!a.alt,g=!!a.shift,v=!!(1&amp;e),m=!!(2&amp;e),y=!!(4&amp;e),b=1/t.clientHeight,x=b*(r-p._lastX),_=b*(i-p._lastY),w=p.flipX?1:-1,A=p.flipY?1:-1,M=Math.PI*p.rotateSpeed,T=n();if(-1!==p._lastX&amp;&amp;-1!==p._lastY&amp;&amp;((s&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||v&amp;&amp;!h&amp;&amp;!d&amp;&amp;g)&amp;&amp;u.rotate(T,w*M*x,-A*M*_,0),(l&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||m||v&amp;&amp;h&amp;&amp;!d&amp;&amp;!g)&amp;&amp;u.pan(T,-p.translateSpeed*x*f,p.translateSpeed*_*f,0),c&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||y||v&amp;&amp;!h&amp;&amp;d&amp;&amp;!g)){var k=-p.zoomSpeed*_/window.innerHeight*(T-u.lastT())*100;u.pan(T,0,0,f*(Math.exp(k)-1))}return p._lastX=r,p._lastY=i,p._lastMods=a,!0}}p.mouseListener=a(t,e),t.addEventListener(&quot;touchstart&quot;,function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],p._lastMods),e(1,n[0],n[1],p._lastMods),r.preventDefault()},!!l&amp;&amp;{passive:!1}),t.addEventListener(&quot;touchmove&quot;,function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],p._lastMods),r.preventDefault()},!!l&amp;&amp;{passive:!1}),t.addEventListener(&quot;touchend&quot;,function(t){e(0,p._lastX,p._lastY,p._lastMods),t.preventDefault()},!!l&amp;&amp;{passive:!1}),p.wheelListener=o(t,function(t,e){if(!1!==p.keyBindingMode&amp;&amp;p.enableWheel){var r=p.flipX?1:-1,i=p.flipY?1:-1,a=n();if(Math.abs(t)&gt;Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*p.rotateSpeed/window.innerWidth);else if(!p._ortho){var o=-p.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}},!0)},p.enableMouseListeners(),p};var n=t(&quot;right-now&quot;),i=t(&quot;3d-view&quot;),a=t(&quot;mouse-change&quot;),o=t(&quot;mouse-wheel&quot;),s=t(&quot;mouse-event-offset&quot;),l=t(&quot;has-passive-events&quot;)},{&quot;3d-view&quot;:10,&quot;has-passive-events&quot;:252,&quot;mouse-change&quot;:271,&quot;mouse-event-offset&quot;:272,&quot;mouse-wheel&quot;:274,&quot;right-now&quot;:316}],141:[function(t,e,r){var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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}&quot;]),o=n([&quot;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}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec2&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],142:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./camera.js&quot;),i=t(&quot;gl-axes3d&quot;),a=t(&quot;gl-axes3d/properties&quot;),o=t(&quot;gl-spikes3d&quot;),s=t(&quot;gl-select-static&quot;),l=t(&quot;gl-fbo&quot;),u=t(&quot;a-big-triangle&quot;),c=t(&quot;mouse-change&quot;),f=t(&quot;mouse-wheel&quot;),h=t(&quot;gl-mat4/perspective&quot;),d=t(&quot;gl-mat4/ortho&quot;),p=t(&quot;./lib/shader&quot;),g=t(&quot;is-mobile&quot;)({tablet:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e&lt;0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e&gt;0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function y(t){return&quot;boolean&quot;!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e)if(e=document.createElement(&quot;canvas&quot;),t.container){var r=t.container;r.appendChild(e)}else document.body.appendChild(e);var b=t.gl;b||(b=function(t,e){var r=null;try{(r=t.getContext(&quot;webgl&quot;,e))||(r=t.getContext(&quot;experimental-webgl&quot;,e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:g}));if(!b)throw new Error(&quot;webgl not supported&quot;);var x=t.bounds||[[-10,-10,-10],[10,10,10]],_=new v,w=l(b,[b.drawingBufferWidth,b.drawingBufferHeight],{preferFloat:!g}),A=p(b),M=t.cameraObject&amp;&amp;!0===t.cameraObject._ortho||t.camera.projection&amp;&amp;&quot;orthographic&quot;===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||&quot;turntable&quot;,_ortho:M},k=t.axes||{},E=i(b,k);E.enable=!k.disable;var L=t.spikes||{},S=o(b,L),C=[],O=[],R=[],P=[],z=!0,I=!0,N=new Array(16),D=new Array(16),F={view:null,projection:N,model:D,_ortho:!1},I=!0,j=[b.drawingBufferWidth,b.drawingBufferHeight],B=t.cameraObject||n(e,T),U={gl:b,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:_,camera:B,axes:E,axesPixels:null,spikes:S,bounds:x,objects:C,shape:j,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:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:F,oncontextloss:null,mouseListener:null,_stopped:!1},V=[b.drawingBufferWidth/U.pixelRatio|0,b.drawingBufferHeight/U.pixelRatio|0];function H(){if(!U._stopped&amp;&amp;U.autoResize){var t=e.parentNode,r=1,n=1;t&amp;&amp;t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*U.pixelRatio),a=0|Math.ceil(n*U.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||&quot;absolute&quot;,o.left=&quot;0px&quot;,o.top=&quot;0px&quot;,o.width=r+&quot;px&quot;,o.height=n+&quot;px&quot;,z=!0}}}U.autoResize&amp;&amp;H();function q(){for(var t=C.length,e=P.length,r=0;r&lt;e;++r)R[r]=0;t:for(var r=0;r&lt;t;++r){var n=C[r],i=n.pickSlots;if(i){for(var a=0;a&lt;e;++a)if(R[a]+i&lt;255){O[r]=a,n.setPickBase(R[a]+1),R[a]+=i;continue t}var o=s(b,j);O[r]=e,P.push(o),R.push(i),n.setPickBase(1),e+=1}else O[r]=-1}for(;e&gt;0&amp;&amp;0===R[e-1];)R.pop(),P.pop().dispose()}function G(){if(U.contextLost)return!0;b.isContextLost()&amp;&amp;(U.contextLost=!0,U.mouseListener.enabled=!1,U.selection.object=null,U.oncontextloss&amp;&amp;U.oncontextloss())}window.addEventListener(&quot;resize&quot;,H),U.update=function(t){U._stopped||(t=t||{},z=!0,I=!0)},U.add=function(t){U._stopped||(t.axes=E,C.push(t),O.push(-1),z=!0,I=!0,q())},U.remove=function(t){if(!U._stopped){var e=C.indexOf(t);e&lt;0||(C.splice(e,1),O.pop(),z=!0,I=!0,q())}},U.dispose=function(){if(!U._stopped&amp;&amp;(U._stopped=!0,window.removeEventListener(&quot;resize&quot;,H),e.removeEventListener(&quot;webglcontextlost&quot;,G),U.mouseListener.enabled=!1,!U.contextLost)){E.dispose(),S.dispose();for(var t=0;t&lt;C.length;++t)C[t].dispose();w.dispose();for(var t=0;t&lt;P.length;++t)P[t].dispose();A.dispose(),b=null,E=null,S=null,C=[]}},U.wheelListener=f(e,function(t,e){if(!1!==B.keyBindingMode&amp;&amp;B.enableWheel&amp;&amp;B._ortho){var r=t&gt;e?1.1:1/1.1;U.aspect[0]*=r,U.aspect[1]*=r,U.aspect[2]*=r,U.redraw()}},!0),U._mouseRotating=!1,U._prevButtons=0,U.enableMouseListeners=function(){U.mouseListener=c(e,function(t,e,r){if(!U._stopped){var n=P.length,i=C.length,a=_.object;_.distance=1/0,_.mouse[0]=e,_.mouse[1]=r,_.object=null,_.screen=null,_.dataCoordinate=_.dataPosition=null;var o=!1;if(t&amp;&amp;U._prevButtons)U._mouseRotating=!0;else{U._mouseRotating&amp;&amp;(I=!0),U._mouseRotating=!1;for(var s=0;s&lt;n;++s){var l=P[s].query(e,V[1]-r-1,U.pickRadius);if(l){if(l.distance&gt;_.distance)continue;for(var u=0;u&lt;i;++u){var c=C[u];if(O[u]===s){var f=c.pick(l);f&amp;&amp;(_.buttons=t,_.screen=l.coord,_.distance=l.distance,_.object=c,_.index=f.distance,_.dataPosition=f.position,_.dataCoordinate=f.dataCoordinate,_.data=f,o=!0)}}}}}a&amp;&amp;a!==_.object&amp;&amp;(a.highlight&amp;&amp;a.highlight(null),z=!0),_.object&amp;&amp;(_.object.highlight&amp;&amp;_.object.highlight(_.data),z=!0),(o=o||_.object!==a)&amp;&amp;U.onselect&amp;&amp;U.onselect(_),1&amp;t&amp;&amp;!(1&amp;U._prevButtons)&amp;&amp;U.onclick&amp;&amp;U.onclick(_),U._prevButtons=t}})},e.addEventListener(&quot;webglcontextlost&quot;,G);var X=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],W=[X[0].slice(),X[1].slice()];function Y(){if(!G()){H();var t=U.camera.tick();F.view=U.camera.matrix,z=z||t,I=I||t,E.pixelRatio=U.pixelRatio,S.pixelRatio=U.pixelRatio;var e=C.length,r=X[0],n=X[1];r[0]=r[1]=r[2]=1/0,n[0]=n[1]=n[2]=-1/0;for(var i=0;i&lt;e;++i){var o=C[i];o.pixelRatio=U.pixelRatio,o.axes=U.axes,z=z||!!o.dirty,I=I||!!o.dirty;var s=o.bounds;if(s)for(var l=s[0],c=s[1],f=0;f&lt;3;++f)r[f]=Math.min(r[f],l[f]),n[f]=Math.max(n[f],c[f])}var p=U.bounds;if(U.autoBounds)for(var f=0;f&lt;3;++f){if(n[f]&lt;r[f])r[f]=-1,n[f]=1;else{r[f]===n[f]&amp;&amp;(r[f]-=1,n[f]+=1);var g=.05*(n[f]-r[f]);r[f]=r[f]-g,n[f]=n[f]+g}p[0][f]=r[f],p[1][f]=n[f]}for(var v=!1,f=0;f&lt;3;++f)v=v||W[0][f]!==p[0][f]||W[1][f]!==p[1][f],W[0][f]=p[0][f],W[1][f]=p[1][f];if(I=I||v,z=z||v){if(v){for(var y=[0,0,0],i=0;i&lt;3;++i)y[i]=m((p[1][i]-p[0][i])/10);E.autoTicks?E.update({bounds:p,tickSpacing:y}):E.update({bounds:p})}var x=b.drawingBufferWidth,T=b.drawingBufferHeight;j[0]=x,j[1]=T,V[0]=0|Math.max(x/U.pixelRatio,1),V[1]=0|Math.max(T/U.pixelRatio,1),M?(d(N,-x/T,x/T,-1,1,U.zNear,U.zFar),F._ortho=!0):(h(N,U.fovy,x/T,U.zNear,U.zFar),F._ortho=!1);for(var i=0;i&lt;16;++i)D[i]=0;D[15]=1;for(var k=0,i=0;i&lt;3;++i)k=Math.max(k,p[1][i]-p[0][i]);for(var i=0;i&lt;3;++i)U.autoScale?D[5*i]=U.aspect[i]/(p[1][i]-p[0][i]):D[5*i]=1/k,U.autoCenter&amp;&amp;(D[12+i]=.5*-D[5*i]*(p[0][i]+p[1][i]));for(var i=0;i&lt;e;++i){var o=C[i];o.axesBounds=p,U.clipToBounds&amp;&amp;(o.clipBounds=p)}_.object&amp;&amp;(U.snapToData?S.position=_.dataCoordinate:S.position=_.dataPosition,S.bounds=p),I&amp;&amp;(I=!1,function(){if(G())return;b.colorMask(!0,!0,!0,!0),b.depthMask(!0),b.disable(b.BLEND),b.enable(b.DEPTH_TEST);for(var t=C.length,e=P.length,r=0;r&lt;e;++r){var n=P[r];n.shape=V,n.begin();for(var i=0;i&lt;t;++i)if(O[i]===r){var a=C[i];a.drawPick&amp;&amp;(a.pixelRatio=1,a.drawPick(F))}n.end()}}()),U.axesPixels=a(U.axes,F,x,T),U.onrender&amp;&amp;U.onrender(),b.bindFramebuffer(b.FRAMEBUFFER,null),b.viewport(0,0,x,T);var L=U.clearColor;b.clearColor(L[0],L[1],L[2],L[3]),b.clear(b.COLOR_BUFFER_BIT|b.DEPTH_BUFFER_BIT),b.depthMask(!0),b.colorMask(!0,!0,!0,!0),b.enable(b.DEPTH_TEST),b.depthFunc(b.LEQUAL),b.disable(b.BLEND),b.disable(b.CULL_FACE);var R=!1;E.enable&amp;&amp;(R=R||E.isTransparent(),E.draw(F)),S.axes=E,_.object&amp;&amp;S.draw(F),b.disable(b.CULL_FACE);for(var i=0;i&lt;e;++i){var o=C[i];o.axes=E,o.pixelRatio=U.pixelRatio,o.isOpaque&amp;&amp;o.isOpaque()&amp;&amp;o.draw(F),o.isTransparent&amp;&amp;o.isTransparent()&amp;&amp;(R=!0)}if(R){w.shape=j,w.bind(),b.clear(b.DEPTH_BUFFER_BIT),b.colorMask(!1,!1,!1,!1),b.depthMask(!0),b.depthFunc(b.LESS),E.enable&amp;&amp;E.isTransparent()&amp;&amp;E.drawTransparent(F);for(var i=0;i&lt;e;++i){var o=C[i];o.isOpaque&amp;&amp;o.isOpaque()&amp;&amp;o.draw(F)}b.enable(b.BLEND),b.blendEquation(b.FUNC_ADD),b.blendFunc(b.ONE,b.ONE_MINUS_SRC_ALPHA),b.colorMask(!0,!0,!0,!0),b.depthMask(!1),b.clearColor(0,0,0,0),b.clear(b.COLOR_BUFFER_BIT),E.isTransparent()&amp;&amp;E.drawTransparent(F);for(var i=0;i&lt;e;++i){var o=C[i];o.isTransparent&amp;&amp;o.isTransparent()&amp;&amp;o.drawTransparent(F)}b.bindFramebuffer(b.FRAMEBUFFER,null),b.blendFunc(b.ONE,b.ONE_MINUS_SRC_ALPHA),b.disable(b.DEPTH_TEST),A.bind(),w.color[0].bind(0),A.uniforms.accumBuffer=0,u(b),b.disable(b.BLEND)}z=!1;for(var i=0;i&lt;e;++i)C[i].dirty=!1}}}return U.enableMouseListeners(),function t(){U._stopped||U.contextLost||(Y(),requestAnimationFrame(t))}(),U.redraw=function(){U._stopped||(z=!0,Y())},U},createCamera:n}},{&quot;./camera.js&quot;:140,&quot;./lib/shader&quot;:141,&quot;a-big-triangle&quot;:11,&quot;gl-axes3d&quot;:95,&quot;gl-axes3d/properties&quot;:102,&quot;gl-fbo&quot;:111,&quot;gl-mat4/ortho&quot;:127,&quot;gl-mat4/perspective&quot;:128,&quot;gl-select-static&quot;:148,&quot;gl-spikes3d&quot;:157,&quot;is-mobile&quot;:260,&quot;mouse-change&quot;:271,&quot;mouse-wheel&quot;:274}],143:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],d=r[0],p=r[1],g=r[2],v=r[3];(a=u*d+c*p+f*g+h*v)&lt;0&amp;&amp;(a=-a,d=-d,p=-p,g=-g,v=-v);1-a&gt;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*u+l*d,t[1]=s*c+l*p,t[2]=s*f+l*g,t[3]=s*h+l*v,t}},{}],144:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t||0===t?t.toString():&quot;&quot;}},{}],145:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;vectorize-text&quot;);e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:&quot;center&quot;,textBaseline:&quot;middle&quot;,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,u,c=n(t,o);if(r&amp;&amp;1!==r){for(l=0;l&lt;s.positions.length;++l)for(u=0;u&lt;s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l&lt;c.positions.length;++l)for(u=0;u&lt;c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l&lt;h;++l){var d=c.positions[l];for(u=0;u&lt;2;++u)f[0][u]=Math.min(f[0][u],d[u]),f[1][u]=Math.max(f[1][u],d[u])}return a[t]=[s,c,f]};var i={}},{&quot;vectorize-text&quot;:351}],146:[function(t,e,r){var n=t(&quot;gl-shader&quot;),i=t(&quot;glslify&quot;),a=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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}&quot;]),o=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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}&quot;]),s=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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&quot;]),l=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 vec4 pickId;\\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&quot;]),u=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),c=[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;glyph&quot;,type:&quot;vec2&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},d={vertex:s,fragment:l,attributes:c},p={vertex:a,fragment:u,attributes:c},g={vertex:o,fragment:u,attributes:c},v={vertex:s,fragment:u,attributes:c};function m(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 m(t,f)},r.createOrtho=function(t){return m(t,h)},r.createProject=function(t){return m(t,d)},r.createPickPerspective=function(t){return m(t,p)},r.createPickOrtho=function(t){return m(t,g)},r.createPickProject=function(t){return m(t,v)}},{&quot;gl-shader&quot;:149,glslify:250}],147:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-string-blank&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;typedarray-pool&quot;),s=t(&quot;gl-mat4/multiply&quot;),l=t(&quot;./lib/shaders&quot;),u=t(&quot;./lib/glyphs&quot;),c=t(&quot;./lib/get-simple-string&quot;),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 d(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function p(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t?1:t&gt;1?1:t}function v(t,e,r,n,i,a,o,s,l,u,c,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=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new p(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),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),d=i(e),p=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:d,size:2,type:e.FLOAT},{buffer:p,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),m=new v(e,r,n,o,f,h,d,p,g,s,u,c);return m.update(t),m};var m=v.prototype;m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t&lt;3;++t)if(this.axesProject[t]&amp;&amp;this.projectHasAlpha)return!0;return!1},m.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t&lt;3;++t)if(this.axesProject[t]&amp;&amp;!this.projectHasAlpha)return!0;return!1};var y=[0,0],b=[0,0,0],x=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],A=f.slice(),M=[0,0,0],T=[[0,0,0],[0,0,0]];function k(t){return t[0]=t[1]=t[2]=0,t}function E(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function L(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function S(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,p=e.axesBounds,g=function(t){for(var e=T,r=0;r&lt;2;++r)for(var n=0;n&lt;3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&amp;&amp;e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var v=0;v&lt;3;++v)if(a[v]){l.scale=e.projectScale[v],l.opacity=e.projectOpacity[v];for(var m=A,S=0;S&lt;16;++S)m[S]=0;for(S=0;S&lt;4;++S)m[5*S]=1;m[5*v]=0,i[v]&lt;0?m[12+v]=p[0][v]:m[12+v]=p[1][v],s(m,u,m),l.model=m;var C=(v+1)%3,O=(v+2)%3,R=k(b),P=k(x);R[C]=1,P[O]=1;var z=d(0,0,0,E(_,R)),I=d(0,0,0,E(w,P));if(Math.abs(z[1])&gt;Math.abs(I[1])){var N=z;z=I,I=N,N=R,R=P,P=N;var D=C;C=O,O=D}z[0]&lt;0&amp;&amp;(R[C]=-1),I[1]&gt;0&amp;&amp;(P[O]=-1);var F=0,j=0;for(S=0;S&lt;4;++S)F+=Math.pow(u[4*C+S],2),j+=Math.pow(u[4*O+S],2);R[C]/=Math.sqrt(F),P[O]/=Math.sqrt(j),l.axes[0]=R,l.axes[1]=P,l.fragClipBounds[0]=L(M,g[0],v,-1e8),l.fragClipBounds[1]=L(M,g[1],v,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth&gt;0&amp;&amp;(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 O(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&amp;&amp;S(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&gt;0&amp;&amp;(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function R(t,e,r,i){var a;a=Array.isArray(t)?e&lt;t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&amp;&amp;(a=&quot;\\u25bc&quot;,o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}m.draw=function(t){O(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},m.drawTransparent=function(t){O(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},m.drawPick=function(t){O(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]&lt;&lt;8)+(t.value[0]&lt;&lt;16);if(e&gt;=this.pointCount||e&lt;0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i&lt;3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},m.highlight=function(t){if(t){var e=t.index,r=255&amp;e,n=e&gt;&gt;8&amp;255,i=e&gt;&gt;16&amp;255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},m.update=function(t){if(&quot;perspective&quot;in(t=t||{})&amp;&amp;(this.useOrtho=!t.perspective),&quot;orthographic&quot;in t&amp;&amp;(this.useOrtho=!!t.orthographic),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;project&quot;in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(&quot;projectScale&quot;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,&quot;projectOpacity&quot;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&lt;3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]&lt;1&amp;&amp;(this.projectHasAlpha=!0)}this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=g(t.opacity),this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||&quot;normal&quot;,u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else{i=[],a=[];for(n=0;n&lt;u.length;++n)i[n]=u[n][0],a[n]=u[n][1]}var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,d=t.color,p=t.size,v=t.angle,m=t.lineColor,y=-1,b=0,x=0,_=0;if(s.length){_=s.length;t:for(n=0;n&lt;_;++n){for(var w=s[n],A=0;A&lt;3;++A)if(isNaN(w[A])||!isFinite(w[A]))continue t;var M=(j=R(h,n,l,this.pixelRatio)).mesh,T=j.lines,k=j.bounds;b+=3*M.cells.length,x+=2*T.edges.length}}var E=b+x,L=o.mallocFloat(3*E),S=o.mallocFloat(4*E),C=o.mallocFloat(2*E),O=o.mallocUint32(E);if(E&gt;0){var P=0,z=b,I=[0,0,0,1],N=[0,0,0,1],D=Array.isArray(d)&amp;&amp;Array.isArray(d[0]),F=Array.isArray(m)&amp;&amp;Array.isArray(m[0]);t:for(n=0;n&lt;_;++n){y+=1;for(w=s[n],A=0;A&lt;3;++A){if(isNaN(w[A])||!isFinite(w[A]))continue t;f[A]=Math.max(f[A],w[A]),c[A]=Math.min(c[A],w[A])}M=(j=R(h,n,l,this.pixelRatio)).mesh,T=j.lines,k=j.bounds;var j,B=j.visible;if(B)if(Array.isArray(d)){if(3===(U=D?n&lt;d.length?d[n]:[0,0,0,0]:d).length){for(A=0;A&lt;3;++A)I[A]=U[A];I[3]=1}else if(4===U.length){for(A=0;A&lt;4;++A)I[A]=U[A];!this.hasAlpha&amp;&amp;U[3]&lt;1&amp;&amp;(this.hasAlpha=!0)}}else I[0]=I[1]=I[2]=0,I[3]=1;else I=[1,1,1,0];if(B)if(Array.isArray(m)){var U;if(3===(U=F?n&lt;m.length?m[n]:[0,0,0,0]:m).length){for(A=0;A&lt;3;++A)N[A]=U[A];N[A]=1}else if(4===U.length){for(A=0;A&lt;4;++A)N[A]=U[A];!this.hasAlpha&amp;&amp;U[3]&lt;1&amp;&amp;(this.hasAlpha=!0)}}else N[0]=N[1]=N[2]=0,N[3]=1;else N=[1,1,1,0];var V=.5;B?Array.isArray(p)?V=n&lt;p.length?+p[n]:12:p?V=+p:this.useOrtho&amp;&amp;(V=12):V=0;var H=0;Array.isArray(v)?H=n&lt;v.length?+v[n]:0:v&amp;&amp;(H=+v);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],A=0;A&lt;3;++A)f[A]=Math.max(f[A],w[A]),c[A]=Math.min(c[A],w[A]);var X=i,W=a;X=0;Array.isArray(i)?X=n&lt;i.length?i[n]:0:i&amp;&amp;(X=i);W=0;Array.isArray(a)?W=n&lt;a.length?a[n]:0:a&amp;&amp;(W=a);var Y=[X*=X&gt;0?1-k[0][0]:X&lt;0?1+k[1][0]:1,W*=W&gt;0?1-k[0][1]:W&lt;0?1+k[1][1]:1],Z=M.cells||[],Q=M.positions||[];for(A=0;A&lt;Z.length;++A)for(var $=Z[A],J=0;J&lt;3;++J){for(var K=0;K&lt;3;++K)L[3*P+K]=w[K];for(K=0;K&lt;4;++K)S[4*P+K]=I[K];O[P]=y;var tt=Q[$[J]];C[2*P]=V*(q*tt[0]-G*tt[1]+Y[0]),C[2*P+1]=V*(G*tt[0]+q*tt[1]+Y[1]),P+=1}for(Z=T.edges,Q=T.positions,A=0;A&lt;Z.length;++A)for($=Z[A],J=0;J&lt;2;++J){for(K=0;K&lt;3;++K)L[3*z+K]=w[K];for(K=0;K&lt;4;++K)S[4*z+K]=N[K];O[z]=y;tt=Q[$[J]];C[2*z]=V*(q*tt[0]-G*tt[1]+Y[0]),C[2*z+1]=V*(G*tt[0]+q*tt[1]+Y[1]),z+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=b,this.lineVertexCount=x,this.pointBuffer.update(L),this.colorBuffer.update(S),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(L),o.free(S),o.free(C),o.free(O)},m.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()}},{&quot;./lib/get-simple-string&quot;:144,&quot;./lib/glyphs&quot;:145,&quot;./lib/shaders&quot;:146,&quot;gl-buffer&quot;:103,&quot;gl-mat4/multiply&quot;:126,&quot;gl-vao&quot;:168,&quot;is-string-blank&quot;:262,&quot;typedarray-pool&quot;:348}],148:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=n(t,e),a=i.mallocUint8(e[0]*e[1]*4);return new u(t,r,a)};var n=t(&quot;gl-fbo&quot;),i=t(&quot;typedarray-pool&quot;),a=t(&quot;ndarray&quot;),o=t(&quot;bit-twiddle&quot;).nextPow2,s=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;array&quot;,{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},&quot;scalar&quot;,&quot;scalar&quot;,&quot;index&quot;],pre:{body:&quot;{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}&quot;,args:[],thisVars:[&quot;this_closestD2&quot;,&quot;this_closestX&quot;,&quot;this_closestY&quot;],localVars:[]},body:{body:&quot;{if(_inline_52_arg0_&lt;255||_inline_52_arg1_&lt;255||_inline_52_arg2_&lt;255||_inline_52_arg3_&lt;255){var _inline_52_l=_inline_52_arg4_-_inline_52_arg6_[0],_inline_52_a=_inline_52_arg5_-_inline_52_arg6_[1],_inline_52_f=_inline_52_l*_inline_52_l+_inline_52_a*_inline_52_a;_inline_52_f&lt;this_closestD2&amp;&amp;(this_closestD2=_inline_52_f,this_closestX=_inline_52_arg6_[0],this_closestY=_inline_52_arg6_[1])}}&quot;,args:[{name:&quot;_inline_52_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg1_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg4_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg5_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_52_arg6_&quot;,lvalue:!1,rvalue:!0,count:4}],thisVars:[&quot;this_closestD2&quot;,&quot;this_closestX&quot;,&quot;this_closestY&quot;],localVars:[&quot;_inline_52_a&quot;,&quot;_inline_52_f&quot;,&quot;_inline_52_l&quot;]},post:{body:&quot;{return[this_closestX,this_closestY,this_closestD2]}&quot;,args:[],thisVars:[&quot;this_closestD2&quot;,&quot;this_closestX&quot;,&quot;this_closestY&quot;],localVars:[]},debug:!1,funcName:&quot;cwise&quot;,blockSize:64});function l(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function u(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&amp;&amp;(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=u.prototype;Object.defineProperty(c,&quot;shape&quot;,{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&gt;this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;a&lt;r*e*4;++a)n[a]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&amp;&amp;(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&amp;&amp;(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,&quot;number&quot;!=typeof r&amp;&amp;(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]),u=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o&lt;=i||c&lt;=u)return null;var f=[o-i,c-u],h=a(this.buffer,[f[0],f[1],4],[4,4*n[0],1],4*(i+n[0]*u)),d=s(h.hi(f[0],f[1],1),r,r),p=d[0],g=d[1];return p&lt;0||Math.pow(this.radius,2)&lt;d[2]?null:new l(p+i|0,g+u|0,h.get(p,g,0),[h.get(p,g,1),h.get(p,g,2),h.get(p,g,3)],Math.sqrt(d[2]))},c.dispose=function(){this.gl&amp;&amp;(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&amp;&amp;clearTimeout(this._readTimeout))}},{&quot;bit-twiddle&quot;:36,&quot;cwise/lib/wrapper&quot;:80,&quot;gl-fbo&quot;:111,ndarray:286,&quot;typedarray-pool&quot;:348}],149:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/create-uniforms&quot;),i=t(&quot;./lib/create-attributes&quot;),a=t(&quot;./lib/reflect&quot;),o=t(&quot;./lib/shader-cache&quot;),s=t(&quot;./lib/runtime-reflect&quot;),l=t(&quot;./lib/GLError&quot;);function u(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 c=u.prototype;function f(t,e){return t.name&lt;e.name?-1:1}c.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&gt;r)for(t=r;t&lt;e;t++)this.gl.enableVertexAttribArray(t);else if(r&gt;e)for(t=e;t&lt;r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},c.dispose=function(){for(var t=this.gl.lastAttribCount,e=0;e&lt;t;e++)this.gl.disableVertexAttribArray(e);this.gl.lastAttribCount=0,this._fref&amp;&amp;this._fref.dispose(),this._vref&amp;&amp;this._vref.dispose(),this.attributes=this.types=this.vertShader=this.fragShader=this.program=this._relink=this._fref=this._vref=null},c.update=function(t,e,r,u){if(!e||1===arguments.length){var c=t;t=c.vertex,e=c.fragment,r=c.uniforms,u=c.attributes}var h=this,d=h.gl,p=h._vref;h._vref=o.shader(d,d.VERTEX_SHADER,t),p&amp;&amp;p.dispose(),h.vertShader=h._vref.shader;var g=this._fref;if(h._fref=o.shader(d,d.FRAGMENT_SHADER,e),g&amp;&amp;g.dispose(),h.fragShader=h._fref.shader,!r||!u){var v=d.createProgram();if(d.attachShader(v,h.fragShader),d.attachShader(v,h.vertShader),d.linkProgram(v),!d.getProgramParameter(v,d.LINK_STATUS)){var m=d.getProgramInfoLog(v);throw new l(m,&quot;Error linking program:&quot;+m)}r=r||s.uniforms(d,v),u=u||s.attributes(d,v),d.deleteProgram(v)}(u=u.slice()).sort(f);var y,b=[],x=[],_=[];for(y=0;y&lt;u.length;++y){var w=u[y];if(w.type.indexOf(&quot;mat&quot;)&gt;=0){for(var A=0|w.type.charAt(w.type.length-1),M=new Array(A),T=0;T&lt;A;++T)M[T]=_.length,x.push(w.name+&quot;[&quot;+T+&quot;]&quot;),&quot;number&quot;==typeof w.location?_.push(w.location+T):Array.isArray(w.location)&amp;&amp;w.location.length===A&amp;&amp;&quot;number&quot;==typeof w.location[T]?_.push(0|w.location[T]):_.push(-1);b.push({name:w.name,type:w.type,locations:M})}else b.push({name:w.name,type:w.type,locations:[_.length]}),x.push(w.name),&quot;number&quot;==typeof w.location?_.push(0|w.location):_.push(-1)}var k=0;for(y=0;y&lt;_.length;++y)if(_[y]&lt;0){for(;_.indexOf(k)&gt;=0;)k+=1;_[y]=k}var E=new Array(r.length);function L(){h.program=o.program(d,h._vref,h._fref,x,_);for(var t=0;t&lt;r.length;++t)E[t]=d.getUniformLocation(h.program,r[t].name)}L(),h._relink=L,h.types={uniforms:a(r),attributes:a(u)},h.attributes=i(d,h,b,_),Object.defineProperty(h,&quot;uniforms&quot;,n(d,h,r,E))},e.exports=function(t,e,r,n,i){var a=new u(t);return a.update(e,r,n,i),a}},{&quot;./lib/GLError&quot;:150,&quot;./lib/create-attributes&quot;:151,&quot;./lib/create-uniforms&quot;:152,&quot;./lib/reflect&quot;:153,&quot;./lib/runtime-reflect&quot;:154,&quot;./lib/shader-cache&quot;:155}],150:[function(t,e,r){function n(t,e,r){this.shortMessage=e||&quot;&quot;,this.longMessage=r||&quot;&quot;,this.rawError=t||&quot;&quot;,this.message=&quot;gl-shader: &quot;+(e||t||&quot;&quot;)+(r?&quot;\\n&quot;+r:&quot;&quot;),this.stack=(new Error).stack}n.prototype=new Error,n.prototype.name=&quot;GLError&quot;,n.prototype.constructor=n,e.exports=n},{}],151:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,i){for(var a={},l=0,u=r.length;l&lt;u;++l){var c=r[l],f=c.name,h=c.type,d=c.locations;switch(h){case&quot;bool&quot;:case&quot;int&quot;:case&quot;float&quot;:o(t,e,d[0],i,1,a,f);break;default:if(h.indexOf(&quot;vec&quot;)&gt;=0){var p=h.charCodeAt(h.length-1)-48;if(p&lt;2||p&gt;4)throw new n(&quot;&quot;,&quot;Invalid data type for attribute &quot;+f+&quot;: &quot;+h);o(t,e,d[0],i,p,a,f)}else{if(!(h.indexOf(&quot;mat&quot;)&gt;=0))throw new n(&quot;&quot;,&quot;Unknown data type for attribute &quot;+f+&quot;: &quot;+h);var p=h.charCodeAt(h.length-1)-48;if(p&lt;2||p&gt;4)throw new n(&quot;&quot;,&quot;Invalid data type for attribute &quot;+f+&quot;: &quot;+h);s(t,e,d,i,p,a,f)}}}return a};var n=t(&quot;./GLError&quot;);function i(t,e,r,n,i,a){this._gl=t,this._wrapper=e,this._index=r,this._locations=n,this._dimension=i,this._constFunc=a}var a=i.prototype;function o(t,e,r,n,a,o,s){for(var l=[&quot;gl&quot;,&quot;v&quot;],u=[],c=0;c&lt;a;++c)l.push(&quot;x&quot;+c),u.push(&quot;x&quot;+c);l.push(&quot;if(x0.length===void 0){return gl.vertexAttrib&quot;+a+&quot;f(v,&quot;+u.join()+&quot;)}else{return gl.vertexAttrib&quot;+a+&quot;fv(v,x0)}&quot;);var f=Function.apply(null,l),h=new i(t,e,r,n,a,f);Object.defineProperty(o,s,{set:function(e){return t.disableVertexAttribArray(n[r]),f(t,n[r],e),e},get:function(){return h},enumerable:!0})}function s(t,e,r,n,i,a,s){for(var l=new Array(i),u=new Array(i),c=0;c&lt;i;++c)o(t,e,r[c],n,i,l,c),u[c]=l[c];Object.defineProperty(l,&quot;location&quot;,{set:function(t){if(Array.isArray(t))for(var e=0;e&lt;i;++e)u[e].location=t[e];else for(e=0;e&lt;i;++e)u[e].location=t+e;return t},get:function(){for(var t=new Array(i),e=0;e&lt;i;++e)t[e]=n[r[e]];return t},enumerable:!0}),l.pointer=function(e,a,o,s){e=e||t.FLOAT,a=!!a,o=o||i*i,s=s||0;for(var l=0;l&lt;i;++l){var u=n[r[l]];t.vertexAttribPointer(u,i,e,a,o,s+l*i),t.enableVertexAttribArray(u)}};var f=new Array(i),h=t[&quot;vertexAttrib&quot;+i+&quot;fv&quot;];Object.defineProperty(a,s,{set:function(e){for(var a=0;a&lt;i;++a){var o=n[r[a]];if(t.disableVertexAttribArray(o),Array.isArray(e[0]))h.call(t,o,e[a]);else{for(var s=0;s&lt;i;++s)f[s]=e[i*a+s];h.call(t,o,f)}}return e},get:function(){return l},enumerable:!0})}a.pointer=function(t,e,r,n){var i=this._gl,a=this._locations[this._index];i.vertexAttribPointer(a,this._dimension,t||i.FLOAT,!!e,r||0,n||0),i.enableVertexAttribArray(a)},a.set=function(t,e,r,n){return this._constFunc(this._locations[this._index],t,e,r,n)},Object.defineProperty(a,&quot;location&quot;,{get:function(){return this._locations[this._index]},set:function(t){return t!==this._locations[this._index]&amp;&amp;(this._locations[this._index]=0|t,this._wrapper.program=null),0|t}})},{&quot;./GLError&quot;:150}],152:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./reflect&quot;),i=t(&quot;./GLError&quot;);function a(t){return new Function(&quot;y&quot;,&quot;return function(){return y}&quot;)(t)}function o(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}e.exports=function(t,e,r,s){function l(t,e,r){switch(r){case&quot;bool&quot;:case&quot;int&quot;:case&quot;sampler2D&quot;:case&quot;samplerCube&quot;:return&quot;gl.uniform1i(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;case&quot;float&quot;:return&quot;gl.uniform1f(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;default:var n=r.indexOf(&quot;vec&quot;);if(!(0&lt;=n&amp;&amp;n&lt;=1&amp;&amp;r.length===4+n)){if(0===r.indexOf(&quot;mat&quot;)&amp;&amp;4===r.length){var a=r.charCodeAt(r.length-1)-48;if(a&lt;2||a&gt;4)throw new i(&quot;&quot;,&quot;Invalid uniform dimension type for matrix &quot;+name+&quot;: &quot;+r);return&quot;gl.uniformMatrix&quot;+a+&quot;fv(locations[&quot;+e+&quot;],false,obj&quot;+t+&quot;)&quot;}throw new i(&quot;&quot;,&quot;Unknown uniform data type for &quot;+name+&quot;: &quot;+r)}var a=r.charCodeAt(r.length-1)-48;if(a&lt;2||a&gt;4)throw new i(&quot;&quot;,&quot;Invalid data type&quot;);switch(r.charAt(0)){case&quot;b&quot;:case&quot;i&quot;:return&quot;gl.uniform&quot;+a+&quot;iv(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;case&quot;v&quot;:return&quot;gl.uniform&quot;+a+&quot;fv(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;default:throw new i(&quot;&quot;,&quot;Unrecognized data type for vector &quot;+name+&quot;: &quot;+r)}}}function u(e){for(var n=[&quot;return function updateProperty(obj){&quot;],i=function t(e,r){if(&quot;object&quot;!=typeof r)return[[e,r]];var n=[];for(var i in r){var a=r[i],o=e;parseInt(i)+&quot;&quot;===i?o+=&quot;[&quot;+i+&quot;]&quot;:o+=&quot;.&quot;+i,&quot;object&quot;==typeof a?n.push.apply(n,t(o,a)):n.push([o,a])}return n}(&quot;&quot;,e),a=0;a&lt;i.length;++a){var o=i[a],u=o[0],c=o[1];s[c]&amp;&amp;n.push(l(u,c,r[c].type))}n.push(&quot;return obj}&quot;);var f=new Function(&quot;gl&quot;,&quot;locations&quot;,n.join(&quot;\\n&quot;));return f(t,s)}function c(n,l,c){if(&quot;object&quot;==typeof c){var h=f(c);Object.defineProperty(n,l,{get:a(h),set:u(c),enumerable:!0,configurable:!1})}else s[c]?Object.defineProperty(n,l,{get:(d=c,new Function(&quot;gl&quot;,&quot;wrapper&quot;,&quot;locations&quot;,&quot;return function(){return gl.getUniform(wrapper.program,locations[&quot;+d+&quot;])}&quot;)(t,e,s)),set:u(c),enumerable:!0,configurable:!1}):n[l]=function(t){switch(t){case&quot;bool&quot;:return!1;case&quot;int&quot;:case&quot;sampler2D&quot;:case&quot;samplerCube&quot;:case&quot;float&quot;:return 0;default:var e=t.indexOf(&quot;vec&quot;);if(0&lt;=e&amp;&amp;e&lt;=1&amp;&amp;t.length===4+e){var r=t.charCodeAt(t.length-1)-48;if(r&lt;2||r&gt;4)throw new i(&quot;&quot;,&quot;Invalid data type&quot;);return&quot;b&quot;===t.charAt(0)?o(r,!1):o(r,0)}if(0===t.indexOf(&quot;mat&quot;)&amp;&amp;4===t.length){var r=t.charCodeAt(t.length-1)-48;if(r&lt;2||r&gt;4)throw new i(&quot;&quot;,&quot;Invalid uniform dimension type for matrix &quot;+name+&quot;: &quot;+t);return o(r*r,0)}throw new i(&quot;&quot;,&quot;Unknown uniform data type for &quot;+name+&quot;: &quot;+t)}}(r[c].type);var d}function f(t){var e;if(Array.isArray(t)){e=new Array(t.length);for(var r=0;r&lt;t.length;++r)c(e,r,t[r])}else for(var n in e={},t)c(e,n,t[n]);return e}var h=n(r,!0);return{get:a(f(h)),set:u(h),enumerable:!0,configurable:!0}}},{&quot;./GLError&quot;:150,&quot;./reflect&quot;:153}],153:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r={},n=0;n&lt;t.length;++n)for(var i=t[n].name,a=i.split(&quot;.&quot;),o=r,s=0;s&lt;a.length;++s){var l=a[s].split(&quot;[&quot;);if(l.length&gt;1){l[0]in o||(o[l[0]]=[]),o=o[l[0]];for(var u=1;u&lt;l.length;++u){var c=parseInt(l[u]);u&lt;l.length-1||s&lt;a.length-1?(c in o||(u&lt;l.length-1?o[c]=[]:o[c]={}),o=o[c]):o[c]=e?n:t[n].type}}else s&lt;a.length-1?(l[0]in o||(o[l[0]]={}),o=o[l[0]]):o[l[0]]=e?n:t[n].type}return r}},{}],154:[function(t,e,r){&quot;use strict&quot;;r.uniforms=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_UNIFORMS),n=[],i=0;i&lt;r;++i){var o=t.getActiveUniform(e,i);if(o){var s=a(t,o.type);if(o.size&gt;1)for(var l=0;l&lt;o.size;++l)n.push({name:o.name.replace(&quot;[0]&quot;,&quot;[&quot;+l+&quot;]&quot;),type:s});else n.push({name:o.name,type:s})}}return n},r.attributes=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_ATTRIBUTES),n=[],i=0;i&lt;r;++i){var o=t.getActiveAttrib(e,i);o&amp;&amp;n.push({name:o.name,type:a(t,o.type)})}return n};var n={FLOAT:&quot;float&quot;,FLOAT_VEC2:&quot;vec2&quot;,FLOAT_VEC3:&quot;vec3&quot;,FLOAT_VEC4:&quot;vec4&quot;,INT:&quot;int&quot;,INT_VEC2:&quot;ivec2&quot;,INT_VEC3:&quot;ivec3&quot;,INT_VEC4:&quot;ivec4&quot;,BOOL:&quot;bool&quot;,BOOL_VEC2:&quot;bvec2&quot;,BOOL_VEC3:&quot;bvec3&quot;,BOOL_VEC4:&quot;bvec4&quot;,FLOAT_MAT2:&quot;mat2&quot;,FLOAT_MAT3:&quot;mat3&quot;,FLOAT_MAT4:&quot;mat4&quot;,SAMPLER_2D:&quot;sampler2D&quot;,SAMPLER_CUBE:&quot;samplerCube&quot;},i=null;function a(t,e){if(!i){var r=Object.keys(n);i={};for(var a=0;a&lt;r.length;++a){var o=r[a];i[t[o]]=n[o]}}return i[e]}},{}],155:[function(t,e,r){&quot;use strict&quot;;r.shader=function(t,e,r){return c(t).getShaderReference(e,r)},r.program=function(t,e,r,n,i){return c(t).getProgram(e,r,n,i)};var n=t(&quot;./GLError&quot;),i=t(&quot;gl-format-compiler-error&quot;),a=new(&quot;undefined&quot;==typeof WeakMap?t(&quot;weakmap-shim&quot;):WeakMap),o=0;function s(t,e,r,n,i,a,o){this.id=t,this.src=e,this.type=r,this.shader=n,this.count=a,this.programs=[],this.cache=o}function l(t){this.gl=t,this.shaders=[{},{}],this.programs={}}s.prototype.dispose=function(){if(0==--this.count){for(var t=this.cache,e=t.gl,r=this.programs,n=0,i=r.length;n&lt;i;++n){var a=t.programs[r[n]];a&amp;&amp;(delete t.programs[n],e.deleteProgram(a))}e.deleteShader(this.shader),delete t.shaders[this.type===e.FRAGMENT_SHADER|0][this.src]}};var u=l.prototype;function c(t){var e=a.get(t);return e||(e=new l(t),a.set(t,e)),e}u.getShaderReference=function(t,e){var r=this.gl,a=this.shaders[t===r.FRAGMENT_SHADER|0],l=a[e];if(l&amp;&amp;r.isShader(l.shader))l.count+=1;else{var u=function(t,e,r){var a=t.createShader(e);if(t.shaderSource(a,r),t.compileShader(a),!t.getShaderParameter(a,t.COMPILE_STATUS)){var o=t.getShaderInfoLog(a);try{var s=i(o,r,e)}catch(t){throw console.warn(&quot;Failed to format compiler error: &quot;+t),new n(o,&quot;Error compiling shader:\\n&quot;+o)}throw new n(o,s.short,s.long)}return a}(r,t,e);l=a[e]=new s(o++,e,t,u,[],1,this)}return l},u.getProgram=function(t,e,r,i){var a=[t.id,e.id,r.join(&quot;:&quot;),i.join(&quot;:&quot;)].join(&quot;@&quot;),o=this.programs[a];return o&amp;&amp;this.gl.isProgram(o)||(this.programs[a]=o=function(t,e,r,i,a){var o=t.createProgram();t.attachShader(o,e),t.attachShader(o,r);for(var s=0;s&lt;i.length;++s)t.bindAttribLocation(o,a[s],i[s]);if(t.linkProgram(o),!t.getProgramParameter(o,t.LINK_STATUS)){var l=t.getProgramInfoLog(o);throw new n(l,&quot;Error linking program: &quot;+l)}return o}(this.gl,t.shader,e.shader,r,i),t.programs.push(a),e.programs.push(a)),o}},{&quot;./GLError&quot;:150,&quot;gl-format-compiler-error&quot;:112,&quot;weakmap-shim&quot;:356}],156:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n&quot;]),o=n([&quot;precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec3&quot;},{name:&quot;weight&quot;,type:&quot;float&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],157:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders/index&quot;);e.exports=function(t,e){var r=[];function o(t,e,n,i,a,o){var s=[t,e,n,0,0,0,1];s[i+3]=1,s[i]=a,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[i]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[i]=a,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),u=i(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),c=a(t);c.attributes.position.location=0,c.attributes.color.location=1,c.attributes.weight.location=2;var f=new s(t,l,u,c);return f.update(e),f};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,u=[0,0,0],c=[0,0,0],f=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var i,a=t.model||o,s=t.view||o,l=t.projection||o;this.axes&amp;&amp;(i=this.axes.lastCubeProps.axis);for(var h=u,d=c,p=0;p&lt;3;++p)i&amp;&amp;i[p]&lt;0?(h[p]=this.bounds[0][p],d[p]=this.bounds[1][p]):(h[p]=this.bounds[1][p],d[p]=this.bounds[0][p]);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,d],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(p=0;p&lt;3;++p)n.uniforms.lineWidth=this.lineWidth[p]*this.pixelRatio,this.enabled[p]&amp;&amp;(r.draw(e.TRIANGLES,6,6*p),this.drawSides[p]&amp;&amp;r.draw(e.TRIANGLES,12,18+12*p));r.unbind()},l.update=function(t){t&amp;&amp;(&quot;bounds&quot;in t&amp;&amp;(this.bounds=t.bounds),&quot;position&quot;in t&amp;&amp;(this.position=t.position),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;colors&quot;in t&amp;&amp;(this.colors=t.colors),&quot;enabled&quot;in t&amp;&amp;(this.enabled=t.enabled),&quot;drawSides&quot;in t&amp;&amp;(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{&quot;./shaders/index&quot;:156,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],158:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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;\\nuniform float vectorScale;\\nuniform float tubeScale;\\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\\n           , f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model &amp; 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&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data\\n           , 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&quot;]),o=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;vector&quot;,type:&quot;vec4&quot;}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;},{name:&quot;vector&quot;,type:&quot;vec4&quot;}]}},{glslify:250}],159:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./shaders&quot;),g=p.meshShader,v=p.pickShader,m=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function y(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,y,b,x,_,w,A,M){this.gl=t,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.triangleNormals=u,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.lineWidth=1,this.edgePositions=f,this.edgeColors=d,this.edgeUVs=p,this.edgeIds=h,this.edgeVAO=g,this.edgeCount=0,this.pointPositions=v,this.pointColors=b,this.pointUVs=x,this.pointSizes=_,this.pointIds=y,this.pointVAO=w,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=M,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!1,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.tubeScale=1,this._model=m,this._view=m,this._projection=m,this._resolution=[1,1],this.pixelRatio=1}var b=y.prototype;function x(t){var e=n(t,v.vertex,v.fragment,null,v.attributes);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.vector.location=5,e}b.isOpaque=function(){return this.opacity&gt;=1},b.isTransparent=function(){return this.opacity&lt;1},b.pickSlots=1,b.setPickBase=function(t){this.pickId=t},b.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},b.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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&amp;&amp;r&amp;&amp;i){void 0!==t.tubeScale&amp;&amp;(this.tubeScale=t.tubeScale);var a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[],w=[],A=[];this.cells=r,this.positions=n,this.vectors=i;var M=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,E=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!T&amp;&amp;(T=s.faceNormals(r,n,E)),T||M||(M=s.vertexNormals(r,n,k));var L=t.vertexColors,S=t.cellColors,C=t.meshColor||[1,1,1,1],O=t.vertexUVs,R=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,I=1/0,N=-1/0;if(!O&amp;&amp;!P)if(R)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],N=+t.vertexIntensityBounds[1];else for(var D=0;D&lt;R.length;++D){var F=R[D];I=Math.min(I,F),N=Math.max(N,F)}else if(z)for(D=0;D&lt;z.length;++D){F=z[D];I=Math.min(I,F),N=Math.max(N,F)}else for(D=0;D&lt;n.length;++D){F=n[D][2];I=Math.min(I,F),N=Math.max(N,F)}this.intensity=R||(z?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var j=t.pointSizes,B=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(D=0;D&lt;n.length;++D)for(var U=n[D],V=0;V&lt;3;++V)!isNaN(U[V])&amp;&amp;isFinite(U[V])&amp;&amp;(this.bounds[0][V]=Math.min(this.bounds[0][V],U[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],U[V]));var H=0,q=0,G=0;t:for(D=0;D&lt;r.length;++D){var X=r[D];switch(X.length){case 1:for(U=n[Y=X[0]],V=0;V&lt;3;++V)if(isNaN(U[V])||!isFinite(U[V]))continue t;b.push(U[0],U[1],U[2],U[3]),3===(Z=L?L[Y]:S?S[D]:C).length?x.push(Z[0],Z[1],Z[2],1):x.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],_.push(Q[0],Q[1]),j?w.push(j[Y]):w.push(B),A.push(D),G+=1;break;case 2:for(V=0;V&lt;2;++V){U=n[Y=X[V]];for(var W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t}for(V=0;V&lt;2;++V){U=n[Y=X[V]];g.push(U[0],U[1],U[2]),3===(Z=L?L[Y]:S?S[D]:C).length?v.push(Z[0],Z[1],Z[2],1):v.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],m.push(Q[0],Q[1]),y.push(D)}q+=1;break;case 3:for(V=0;V&lt;3;++V)for(U=n[Y=X[V]],W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t;for(V=0;V&lt;3;++V){var Y;U=n[Y=X[2-V]];a.push(U[0],U[1],U[2],U[3]);var Z,Q,$,J=i[Y];l.push(J[0],J[1],J[2],J[3]),3===(Z=L?L[Y]:S?S[D]:C).length?u.push(Z[0],Z[1],Z[2],1):u.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],d.push(Q[0],Q[1]),$=M?M[Y]:T[D],h.push($[0],$[1],$[2]),p.push(D)}H+=1}}this.pointCount=G,this.edgeCount=q,this.triangleCount=H,this.pointPositions.update(b),this.pointColors.update(x),this.pointUVs.update(_),this.pointSizes.update(w),this.pointIds.update(new Uint32Array(A)),this.edgePositions.update(g),this.edgeColors.update(v),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(y)),this.trianglePositions.update(a),this.triangleVectors.update(l),this.triangleColors.update(u),this.triangleUVs.update(d),this.triangleNormals.update(h),this.triangleIds.update(new Uint32Array(p))}},b.drawTransparent=b.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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:m.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,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f=c[15];for(o=0;o&lt;3;++o)f+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var h=c[12+o],d=0;d&lt;3;++d)h+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=h/f}if(this.triangleCount&gt;0){var p=this.triShader;p.bind(),p.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},b.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind())},b.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);return{index:e,position:n,intensity:this.intensity[r[1]],velocity:this.vectors[r[1]].slice(0,3),divergence:this.vectors[r[1]][3],dataCoordinate:n}},b.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.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()},e.exports=function(t,e){1===arguments.length&amp;&amp;(t=(e=t).gl);var r=e.triShader||function(t){var e=n(t,g.vertex,g.fragment,null,g.attributes);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.vector.location=5,e}(t),s=x(t),l=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));l.generateMipmap(),l.minFilter=t.LINEAR_MIPMAP_LINEAR,l.magFilter=t.LINEAR;var u=i(t),f=i(t),h=i(t),d=i(t),p=i(t),v=i(t),m=a(t,[{buffer:u,type:t.FLOAT,size:4},{buffer:v,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:h,type:t.FLOAT,size:4},{buffer:d,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:3},{buffer:f,type:t.FLOAT,size:4}]),b=i(t),_=i(t),w=i(t),A=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:A,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),T=i(t),k=i(t),E=i(t),L=i(t),S=i(t),C=a(t,[{buffer:T,type:t.FLOAT,size:3},{buffer:S,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:E,type:t.FLOAT,size:2},{buffer:L,type:t.FLOAT,size:1}]),O=i(t),R=new y(t,l,r,s,u,f,v,h,d,p,m,b,A,_,w,M,T,S,k,E,L,C,O,a(t,[{buffer:O,type:t.FLOAT,size:3}]));return R.update(e),R}},{&quot;./shaders&quot;:158,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],160:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-vec3&quot;),i=t(&quot;gl-vec4&quot;),a=function(t,e,r,a){for(var o=0,s=0;s&lt;t.length;s++)for(var l=t[s].velocities,u=0;u&lt;l.length;u++){var c=n.length(l[u]);c&gt;o&amp;&amp;(o=c)}var f=t.map(function(t){return function(t,e,r,a){var o,s,l,u=t.points,c=t.velocities,f=t.divergences;n.set(n.create(),0,1,0),n.create(),n.create();n.create();for(var h=[],d=[],p=[],g=[],v=[],m=[],y=0,b=0,x=i.create(),_=i.create(),w=0;w&lt;u.length;w++){o=u[w],s=c[w],l=f[w],0===e&amp;&amp;(l=.05*r),b=n.length(s)/a,x=i.create(),n.copy(x,s),x[3]=l;for(var A=0;A&lt;8;A++)v[A]=[o[0],o[1],o[2],A];if(g.length&gt;0)for(A=0;A&lt;8;A++){var M=(A+1)%8;h.push(g[A],v[A],v[M],v[M],g[M],g[A]),p.push(_,x,x,x,_,_),m.push(y,b,b,b,y,y),d.push([h.length-6,h.length-5,h.length-4],[h.length-3,h.length-2,h.length-1])}var T=g;g=v,v=T,T=_,_=x,x=T,T=y,y=b,b=T}return{positions:h,cells:d,vectors:p,vertexIntensity:m}}(t,r,a,o)}),h=[],d=[],p=[],g=[];for(s=0;s&lt;f.length;s++){var v=f[s],m=h.length;h=h.concat(v.positions),p=p.concat(v.vectors),g=g.concat(v.vertexIntensity);for(u=0;u&lt;v.cells.length;u++){var y=v.cells[u],b=[];d.push(b);for(var x=0;x&lt;y.length;x++)b.push(y[x]+m)}}return{positions:h,cells:d,vectors:p,vertexIntensity:g,colormap:e}},o=function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=this.getVelocity(r);n.subtract(a,a,e),n.scale(a,a,1e4),n.add(r,t,[0,i,0]);var o=this.getVelocity(r);n.subtract(o,o,e),n.scale(o,o,1e4),n.add(r,t,[0,0,i]);var s=this.getVelocity(r);return n.subtract(s,s,e),n.scale(s,s,1e4),n.add(r,a,o),n.add(r,r,s),r},s=function(t){return h(t,this.vectors,this.meshgrid,this.clampBorders)},l=function(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];if(n===e)return r;if(n&gt;e)return r-1}return r},u=n.create(),c=n.create(),f=function(t,e,r){return t&lt;e?e:t&gt;r?r:t},h=function(t,e,r,i){var a=t[0],o=t[1],s=t[2],h=r[0].length,d=r[1].length,p=r[2].length,g=l(r[0],a),v=l(r[1],o),m=l(r[2],s),y=g+1,b=v+1,x=m+1;if(r[0][g]===a&amp;&amp;(y=g),r[1][v]===o&amp;&amp;(b=v),r[2][m]===s&amp;&amp;(x=m),i&amp;&amp;(g=f(g,0,h-1),y=f(y,0,h-1),v=f(v,0,d-1),b=f(b,0,d-1),m=f(m,0,p-1),x=f(x,0,p-1)),g&lt;0||v&lt;0||m&lt;0||y&gt;=h||b&gt;=d||x&gt;=p)return n.create();var _=(a-r[0][g])/(r[0][y]-r[0][g]),w=(o-r[1][v])/(r[1][b]-r[1][v]),A=(s-r[2][m])/(r[2][x]-r[2][m]);(_&lt;0||_&gt;1||isNaN(_))&amp;&amp;(_=0),(w&lt;0||w&gt;1||isNaN(w))&amp;&amp;(w=0),(A&lt;0||A&gt;1||isNaN(A))&amp;&amp;(A=0);var M=m*h*d,T=x*h*d,k=v*h,E=b*h,L=g,S=y,C=e[k+M+L],O=e[k+M+S],R=e[E+M+L],P=e[E+M+S],z=e[k+T+L],I=e[k+T+S],N=e[E+T+L],D=e[E+T+S],F=n.create();return n.lerp(F,C,O,_),n.lerp(u,R,P,_),n.lerp(F,F,u,w),n.lerp(u,z,I,_),n.lerp(c,N,D,_),n.lerp(u,u,c,w),n.lerp(F,F,u,A),F},d=function(t){var e=1/0;t.sort(function(t,e){return t-e});for(var r=1;r&lt;t.length;r++){var n=Math.abs(t[r]-t[r-1]);n&lt;e&amp;&amp;(e=n)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,l=t.tubeSize||1,u=t.absoluteTubeSize;t.getDivergence||(t.getDivergence=o),t.getVelocity||(t.getVelocity=s),void 0===t.clampBorders&amp;&amp;(t.clampBorders=!0);var c=[],f=e[0][0],h=e[0][1],p=e[0][2],g=e[1][0],v=e[1][1],m=e[1][2],y=function(t,e){var r=e[0],n=e[1],i=e[2];return r&gt;=f&amp;&amp;r&lt;=g&amp;&amp;n&gt;=h&amp;&amp;n&lt;=v&amp;&amp;i&gt;=p&amp;&amp;i&lt;=m},b=10*n.distance(e[0],e[1])/i,x=b*b,_=1,w=0;n.create();r.length&gt;=2&amp;&amp;(_=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=0;s&lt;t.length;s++){var l=t[s],u=l[0],c=l[1],f=l[2];i[u]||(e.push(u),i[u]=!0),a[c]||(r.push(c),a[c]=!0),o[f]||(n.push(f),o[f]=!0)}var h=d(e),p=d(r),g=d(n),v=Math.min(h,p,g);return isFinite(v)?v:1}(r));for(var A=0;A&lt;r.length;A++){var M=n.create();n.copy(M,r[A]);var T=[M],k=[],E=t.getVelocity(M),L=M;k.push(E);var S=[],C=t.getDivergence(M,E);(z=n.length(C))&gt;w&amp;&amp;!isNaN(z)&amp;&amp;isFinite(z)&amp;&amp;(w=z),S.push(z),c.push({points:T,velocities:k,divergences:S});for(var O=0;O&lt;100*i&amp;&amp;T.length&lt;i&amp;&amp;y(0,M);){O++;var R=n.clone(E),P=n.squaredLength(R);if(0===P)break;if(P&gt;x&amp;&amp;n.scale(R,R,b/Math.sqrt(P)),n.add(R,R,M),E=t.getVelocity(R),n.squaredDistance(L,R)-x&gt;-1e-4*x){T.push(R),L=R,k.push(E);C=t.getDivergence(R,E);(z=n.length(C))&gt;w&amp;&amp;!isNaN(z)&amp;&amp;isFinite(z)&amp;&amp;(w=z),S.push(z)}M=R}}for(A=0;A&lt;S.length;A++){var z=S[A];!isNaN(z)&amp;&amp;isFinite(z)||(S[A]=w)}var I=a(c,t.colormap,w,_);return u?I.tubeScale=u:(0===w&amp;&amp;(w=1),I.tubeScale=.5*l*_/w),I},e.exports.createTubeMesh=t(&quot;./lib/tubemesh&quot;)},{&quot;./lib/tubemesh&quot;:159,&quot;gl-vec3&quot;:187,&quot;gl-vec4&quot;:223}],161:[function(t,e,r){var n=t(&quot;gl-shader&quot;),i=t(&quot;glslify&quot;),a=i([&quot;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&quot;]),o=i([&quot;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 &gt; max(a, b)) || \\n          (p &lt; 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 ((kill &gt; 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) 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&quot;]),s=i([&quot;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&#x27;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&quot;]),l=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 &gt; 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&quot;]);r.createShader=function(t){var e=n(t,a,o,null,[{name:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}]);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:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}]);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:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;float&quot;}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;float&quot;}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{&quot;gl-shader&quot;:149,glslify:250}],162:[function(t,e,r){arguments[4][54][0].apply(r,arguments)},{dup:54}],163:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl,r=y(e),n=x(e),s=b(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),d=i(e),p=a(e,[{buffer:d,size:2,type:e.FLOAT}]),g=o(e,1,E,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var v=new L(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,g,s,l,f,h,d,p,[0,0,0]),m={levels:[[],[],[]]};for(var A in t)m[A]=t[A];return m.colormap=m.colormap||&quot;jet&quot;,v.update(m),v};var n=t(&quot;bit-twiddle&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;typedarray-pool&quot;),l=t(&quot;colormap&quot;),u=t(&quot;ndarray-ops&quot;),c=t(&quot;ndarray-pack&quot;),f=t(&quot;ndarray&quot;),h=t(&quot;surface-nets&quot;),d=t(&quot;gl-mat4/multiply&quot;),p=t(&quot;gl-mat4/invert&quot;),g=t(&quot;binary-search-bounds&quot;),v=t(&quot;ndarray-gradient&quot;),m=t(&quot;./lib/shaders&quot;),y=m.createShader,b=m.createContourShader,x=m.createPickShader,_=m.createPickContourShader,w=40,A=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],M=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],T=[[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 k(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&lt;3;++t){var e=T[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var E=256;function L(t,e,r,n,i,a,o,l,u,c,h,d,p,g,v){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=v,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=d,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new k([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=p,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[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=L.prototype;S.isTransparent=function(){return this.opacity&lt;1},S.isOpaque=function(){if(this.opacity&gt;=1)return!0;for(var t=0;t&lt;3;++t)if(this._contourCounts[t].length&gt;0||this._dynamicCounts[t]&gt;0)return!0;return!1},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var C=[0,0,0],O={showSurface:!1,showContour:!1,projections:[A.slice(),A.slice(),A.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function R(t,e){var r,n,i,a=e.axes&amp;&amp;e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r&lt;3;++r)for(o=o||e.surfaceProject[r],n=0;n&lt;3;++n)s=s||e.contourProject[r][n];for(r=0;r&lt;3;++r){var l=O.projections[r];for(n=0;n&lt;16;++n)l[n]=0;for(n=0;n&lt;4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]&gt;0)][r],d(l,t.model,l);var u=O.clipBounds[r];for(i=0;i&lt;2;++i)for(n=0;n&lt;3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return O.showSurface=o,O.showContour=s,O}var P={model:A,view:A,projection:A,inverseModel:A.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},z=A.slice(),I=[1,0,0,0,1,0,0,0,1];function N(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||A,n.view=t.view||A,n.projection=t.projection||A,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=p(n.inverseModel,n.model);for(var i=0;i&lt;2;++i)for(var a=n.clipBounds[i],o=0;o&lt;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=I,n.vertexColor=this.vertexColor;var s=z;for(d(s,n.view,n.model),d(s,n.projection,s),p(s,s),i=0;i&lt;3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i&lt;3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i&lt;3;++i){var u=s[12+i];for(o=0;o&lt;3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=R(n,this);if(c.showSurface&amp;&amp;e===this.opacity&lt;1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&amp;&amp;this._vertexCount&amp;&amp;this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i&lt;3;++i)this.surfaceProject[i]&amp;&amp;this.vertexCount&amp;&amp;(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour&amp;&amp;!e){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&lt;3;++i)for(f.uniforms.permutation=T[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o&lt;this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&amp;&amp;o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&amp;&amp;(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i&lt;3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o&lt;3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=T[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g&lt;this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&amp;&amp;g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&amp;&amp;(f.uniforms.height=this.contourLevels[o][g],h.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i&lt;3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=T[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&lt;3;++o)this.contourProject[o][i]&amp;&amp;(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return N.call(this,t,!1)},S.drawTransparent=function(t){return N.call(this,t,!0)};var D={model:A,view:A,projection:A,inverseModel:A,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 F(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function j(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[j(t[0]),j(t[1]),j(t[2])];var e=j(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||A,r.view=t.view||A,r.projection=t.projection||A,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=I;for(var n=0;n&lt;2;++n)for(var i=r.clipBounds[n],a=0;a&lt;3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=R(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&lt;3;++n)this.surfaceProject[n]&amp;&amp;(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&lt;3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=T[a],n=0;n&lt;this.contourLevels[a].length;++n)this._contourCounts[a][n]&amp;&amp;(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n&lt;3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a&lt;3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=T[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u&lt;this.contourLevels[a].length;++u)this._contourCounts[a][u]&amp;&amp;(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}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]&gt;&gt;4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&amp;t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c&lt;2;++c)for(var f=c?a:1-a,h=0;h&lt;2;++h)for(var d=i+c,p=s+h,v=f*(h?l:1-l),m=0;m&lt;3;++m)u[m]+=this._field[m].get(d,p)*v;for(var y=this._pickResult.level,b=0;b&lt;3;++b)if(y[b]=g.le(this.contourLevels[b],u[b]),y[b]&lt;0)this.contourLevels[b].length&gt;0&amp;&amp;(y[b]=0);else if(y[b]&lt;this.contourLevels[b].length-1){var x=this.contourLevels[b][y[b]],_=this.contourLevels[b][y[b]+1];Math.abs(x-u[b])&gt;Math.abs(_-u[b])&amp;&amp;(y[b]+=1)}for(r.index[0]=a&lt;.5?i:i+1,r.index[1]=l&lt;.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],m=0;m&lt;3;++m)r.dataCoordinate[m]=this._field[m].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.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,&quot;contourWidth&quot;in t&amp;&amp;(this.contourWidth=F(t.contourWidth,Number)),&quot;showContour&quot;in t&amp;&amp;(this.showContour=F(t.showContour,Boolean)),&quot;showSurface&quot;in t&amp;&amp;(this.showSurface=!!t.showSurface),&quot;contourTint&quot;in t&amp;&amp;(this.contourTint=F(t.contourTint,Boolean)),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=B(t.contourColor)),&quot;contourProject&quot;in t&amp;&amp;(this.contourProject=F(t.contourProject,function(t){return F(t,Boolean)})),&quot;surfaceProject&quot;in t&amp;&amp;(this.surfaceProject=t.surfaceProject),&quot;dynamicColor&quot;in t&amp;&amp;(this.dynamicColor=B(t.dynamicColor)),&quot;dynamicTint&quot;in t&amp;&amp;(this.dynamicTint=F(t.dynamicTint,Number)),&quot;dynamicWidth&quot;in t&amp;&amp;(this.dynamicWidth=F(t.dynamicWidth,Number)),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;colorBounds&quot;in t&amp;&amp;(this.colorBounds=t.colorBounds),&quot;vertexColor&quot;in t&amp;&amp;(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&amp;&amp;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)),&quot;field&quot;in t||&quot;coords&quot;in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i&gt;this._field[2].data.length&amp;&amp;(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&lt;2;++o)this._field[2].size&gt;this._field[o].data.length&amp;&amp;(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 d=t.coords;if(!Array.isArray(d)||3!==d.length)throw new Error(&quot;gl-surface: invalid coordinates for x/y&quot;);for(o=0;o&lt;2;++o){var p=d[o];for(x=0;x&lt;2;++x)if(p.shape[x]!==a[x])throw new Error(&quot;gl-surface: coords have incorrect shape&quot;);this.padField(this._field[o],p)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(&quot;gl-surface: invalid ticks&quot;);for(o=0;o&lt;2;++o){var m=g[o];if((Array.isArray(m)||m.length)&amp;&amp;(m=f(m)),m.shape[0]!==a[o])throw new Error(&quot;gl-surface: invalid tick length&quot;);var y=f(m.data,a);y.stride[o]=m.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o&lt;2;++o){var b=[0,0];b[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],b,0)}this._field[0].set(0,0,0);for(var x=0;x&lt;a[0];++x)this._field[0].set(x+1,0,x);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),x=0;x&lt;a[1];++x)this._field[1].set(0,x+1,x);this._field[1].set(0,a[1]+1,a[1]-1)}var _=this._field,w=f(s.mallocFloat(3*_[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o&lt;3;++o)v(w.pick(o),_[o],&quot;mirror&quot;);var A=f(s.mallocFloat(3*_[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o&lt;a[0]+2;++o)for(x=0;x&lt;a[1]+2;++x){var T=w.get(0,o,x,0),k=w.get(0,o,x,1),L=w.get(1,o,x,0),S=w.get(1,o,x,1),C=w.get(2,o,x,0),O=w.get(2,o,x,1),R=L*O-S*C,P=C*k-O*T,z=T*S-k*L,I=Math.sqrt(R*R+P*P+z*z);I&lt;1e-8?(I=Math.max(Math.abs(R),Math.abs(P),Math.abs(z)))&lt;1e-8?(z=1,P=R=0,I=1):I=1/I:I=1/Math.sqrt(I),A.set(o,x,0,R*I),A.set(o,x,1,P*I),A.set(o,x,2,z*I)}s.free(w.data);var N=[1/0,1/0,1/0],D=[-1/0,-1/0,-1/0],j=1/0,U=-1/0,V=(a[0]-1)*(a[1]-1)*6,H=s.mallocFloat(n.nextPow2(10*V)),q=0,G=0;for(o=0;o&lt;a[0]-1;++o)t:for(x=0;x&lt;a[1]-1;++x){for(var X=0;X&lt;2;++X)for(var W=0;W&lt;2;++W)for(var Y=0;Y&lt;3;++Y){var Z=this._field[Y].get(1+o+X,1+x+W);if(isNaN(Z)||!isFinite(Z))continue t}for(Y=0;Y&lt;6;++Y){var Q=o+M[Y][0],$=x+M[Y][1],J=this._field[0].get(Q+1,$+1),K=this._field[1].get(Q+1,$+1);Z=this._field[2].get(Q+1,$+1),R=A.get(Q+1,$+1,0),P=A.get(Q+1,$+1,1),z=A.get(Q+1,$+1,2),t.intensity&amp;&amp;(tt=t.intensity.get(Q,$));var tt=t.intensity?t.intensity.get(Q,$):Z+this.objectOffset[2];H[q++]=Q,H[q++]=$,H[q++]=J,H[q++]=K,H[q++]=Z,H[q++]=0,H[q++]=tt,H[q++]=R,H[q++]=P,H[q++]=z,N[0]=Math.min(N[0],J+this.objectOffset[0]),N[1]=Math.min(N[1],K+this.objectOffset[1]),N[2]=Math.min(N[2],Z+this.objectOffset[2]),j=Math.min(j,tt),D[0]=Math.max(D[0],J+this.objectOffset[0]),D[1]=Math.max(D[1],K+this.objectOffset[1]),D[2]=Math.max(D[2],Z+this.objectOffset[2]),U=Math.max(U,tt),G+=1}}for(t.intensityBounds&amp;&amp;(j=+t.intensityBounds[0],U=+t.intensityBounds[1]),o=6;o&lt;q;o+=10)H[o]=(H[o]-j)/(U-j);this._vertexCount=G,this._coordinateBuffer.update(H.subarray(0,q)),s.freeFloat(H),s.free(A.data),this.bounds=[N,D],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===j&amp;&amp;this.intensityBounds[1]===U||(r=!0),this.intensityBounds=[j,U]}if(&quot;levels&quot;in t){var et=t.levels;for(et=Array.isArray(et[0])?et.slice():[[],[],et],o=0;o&lt;3;++o)et[o]=et[o].slice(),et[o].sort(function(t,e){return t-e});for(o=0;o&lt;3;++o)for(x=0;x&lt;et[o].length;++x)et[o][x]-=this.objectOffset[o];t:for(o=0;o&lt;3;++o){if(et[o].length!==this.contourLevels[o].length){r=!0;break}for(x=0;x&lt;et[o].length;++x)if(et[o][x]!==this.contourLevels[o][x]){r=!0;break t}}this.contourLevels=et}if(r){_=this._field,a=this.shape;for(var rt=[],nt=0;nt&lt;3;++nt){var it=this.contourLevels[nt],at=[],ot=[],st=[0,0,0];for(o=0;o&lt;it.length;++o){var lt=h(this._field[nt],it[o]);at.push(rt.length/5|0),G=0;t:for(x=0;x&lt;lt.cells.length;++x){var ut=lt.cells[x];for(Y=0;Y&lt;2;++Y){var ct=lt.positions[ut[Y]],ft=ct[0],ht=0|Math.floor(ft),dt=ft-ht,pt=ct[1],gt=0|Math.floor(pt),vt=pt-gt,mt=!1;e:for(var yt=0;yt&lt;3;++yt){st[yt]=0;var bt=(nt+yt+1)%3;for(X=0;X&lt;2;++X){var xt=X?dt:1-dt;for(Q=0|Math.min(Math.max(ht+X,0),a[0]),W=0;W&lt;2;++W){var _t=W?vt:1-vt;if($=0|Math.min(Math.max(gt+W,0),a[1]),Z=yt&lt;2?this._field[bt].get(Q,$):(this.intensity.get(Q,$)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var wt=xt*_t;st[yt]+=wt*Z}}}if(mt){if(Y&gt;0){for(var At=0;At&lt;5;++At)rt.pop();G-=1}continue t}rt.push(st[0],st[1],ct[0],ct[1],st[2]),G+=1}}ot.push(G)}this._contourOffsets[nt]=at,this._contourCounts[nt]=ot}var Mt=s.mallocFloat(rt.length);for(o=0;o&lt;rt.length;++o)Mt[o]=rt[o];this._contourBuffer.update(Mt),s.freeFloat(Mt)}t.colormap&amp;&amp;this._colorMap.setPixels(function(t){var e=c([l({colormap:t,nshades:E,format:&quot;rgba&quot;}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return u.divseq(e,255),e}(t.colormap))},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&lt;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&lt;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&lt;3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&amp;&amp;r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&amp;&amp;r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&amp;&amp;r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o&lt;3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],d=this._field[u],p=h(c,r[o]),g=p.cells,v=p.positions;for(this._dynamicOffsets[o]=n,e=0;e&lt;g.length;++e)for(var m=g[e],y=0;y&lt;2;++y){var b=v[m[y]],x=+b[0],_=0|x,w=0|Math.min(_+1,i[0]),A=x-_,M=1-A,T=+b[1],k=0|T,E=0|Math.min(k+1,i[1]),L=T-k,S=1-L,C=M*S,O=M*L,R=A*S,P=A*L,z=C*f.get(_,k)+O*f.get(_,E)+R*f.get(w,k)+P*f.get(w,E),I=C*d.get(_,k)+O*d.get(_,E)+R*d.get(w,k)+P*d.get(w,E);if(isNaN(z)||isNaN(I)){y&amp;&amp;(n-=1);break}a[2*n+0]=z,a[2*n+1]=I,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)}}},{&quot;./lib/shaders&quot;:161,&quot;binary-search-bounds&quot;:162,&quot;bit-twiddle&quot;:36,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,&quot;ndarray-gradient&quot;:277,&quot;ndarray-ops&quot;:280,&quot;ndarray-pack&quot;:281,&quot;surface-nets&quot;:341,&quot;typedarray-pool&quot;:348}],164:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray&quot;),i=t(&quot;ndarray-ops&quot;),a=t(&quot;typedarray-pool&quot;);e.exports=function(t){if(arguments.length&lt;=1)throw new Error(&quot;gl-texture2d: Missing arguments for texture2d constructor&quot;);o||function(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]}(t);if(&quot;number&quot;==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(&quot;object&quot;==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&amp;&amp;e.data&amp;&amp;e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]&lt;0||o[0]&gt;s||o[1]&lt;0||o[1]&gt;s)throw new Error(&quot;gl-texture2d: Invalid texture size&quot;);var l=p(o,e.stride.slice()),u=0;&quot;float32&quot;===r?u=t.FLOAT:&quot;float64&quot;===r?(u=t.FLOAT,l=!1,r=&quot;float32&quot;):&quot;uint8&quot;===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=&quot;uint8&quot;);var f,d,v=0;if(2===o.length)v=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(&quot;gl-texture2d: Invalid shape for texture&quot;);if(1===o[2])v=t.ALPHA;else if(2===o[2])v=t.LUMINANCE_ALPHA;else if(3===o[2])v=t.RGB;else{if(4!==o[2])throw new Error(&quot;gl-texture2d: Invalid shape for pixel coords&quot;);v=t.RGBA}}u!==t.FLOAT||t.getExtension(&quot;OES_texture_float&quot;)||(u=t.UNSIGNED_BYTE,l=!1);var m=e.size;if(l)f=0===e.offset&amp;&amp;e.data.length===m?e.data:e.data.subarray(e.offset,e.offset+m);else{var y=[o[2],o[2]*o[0],1];d=a.malloc(m,r);var b=n(d,o,y,0);&quot;float32&quot;!==r&amp;&amp;&quot;float64&quot;!==r||u!==t.UNSIGNED_BYTE?i.assign(b,e):c(b,e),f=d.subarray(0,m)}var x=g(t);t.texImage2D(t.TEXTURE_2D,0,v,o[0],o[1],0,v,u,f),l||a.free(d);return new h(t,x,o[0],o[1],v,u)}(t,e)}throw new Error(&quot;gl-texture2d: Invalid arguments for texture2d constructor&quot;)};var o=null,s=null,l=null;function u(t){return&quot;undefined&quot;!=typeof HTMLCanvasElement&amp;&amp;t instanceof HTMLCanvasElement||&quot;undefined&quot;!=typeof HTMLImageElement&amp;&amp;t instanceof HTMLImageElement||&quot;undefined&quot;!=typeof HTMLVideoElement&amp;&amp;t instanceof HTMLVideoElement||&quot;undefined&quot;!=typeof ImageData&amp;&amp;t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e&lt;0||e&gt;i||r&lt;0||r&gt;i)throw new Error(&quot;gl-texture2d: Invalid texture size&quot;);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 h(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=h.prototype;function p(t,e){return 3===t.length?1===e[2]&amp;&amp;e[1]===t[0]*t[2]&amp;&amp;e[0]===t[2]:1===e[0]&amp;&amp;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&lt;0||e&gt;a||r&lt;0||r&gt;a)throw new Error(&quot;gl-texture2d: Invalid texture shape&quot;);if(i===t.FLOAT&amp;&amp;!t.getExtension(&quot;OES_texture_float&quot;))throw new Error(&quot;gl-texture2d: Floating point textures not supported on this platform&quot;);var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&amp;&amp;o.indexOf(t)&gt;=0&amp;&amp;(e.getExtension(&quot;OES_texture_float_linear&quot;)||(t=e.NEAREST)),s.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown filter mode &quot;+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&amp;&amp;o.indexOf(t)&gt;=0&amp;&amp;(e.getExtension(&quot;OES_texture_float_linear&quot;)||(t=e.NEAREST)),s.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown filter mode &quot;+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(&quot;EXT_texture_filter_anisotropic&quot;);r&amp;&amp;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)&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+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)&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+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(&quot;gl-texture2d: Must specify wrap mode for rows and columns&quot;);for(var e=0;e&lt;2;++e)if(l.indexOf(t[e])&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(&quot;gl-texture2d: Invalid texture shape&quot;)}else t=[0|t,0|t];return f(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return f(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,f(this,this._shape[0],t),t}}}),d.bind=function(t){var e=this.gl;return void 0!==t&amp;&amp;e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},d.dispose=function(){this.gl.deleteTexture(this.handle)},d.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t&gt;0;++e,t&gt;&gt;&gt;=1)this._mipLevels.indexOf(e)&lt;0&amp;&amp;this._mipLevels.push(e)},d.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l){this._mipLevels.indexOf(o)&lt;0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l)}else{if(!(t.shape&amp;&amp;t.stride&amp;&amp;t.data))throw new Error(&quot;gl-texture2d: Unsupported data type&quot;);if(t.shape.length&lt;2||e+t.shape[1]&gt;this._shape[1]&gt;&gt;&gt;o||r+t.shape[0]&gt;this._shape[0]&gt;&gt;&gt;o||e&lt;0||r&lt;0)throw new Error(&quot;gl-texture2d: Texture dimensions are out of bounds&quot;);!function(t,e,r,o,s,l,u,f){var h=f.dtype,d=f.shape.slice();if(d.length&lt;2||d.length&gt;3)throw new Error(&quot;gl-texture2d: Invalid ndarray, must be 2d or 3d&quot;);var g=0,v=0,m=p(d,f.stride.slice());&quot;float32&quot;===h?g=t.FLOAT:&quot;float64&quot;===h?(g=t.FLOAT,m=!1,h=&quot;float32&quot;):&quot;uint8&quot;===h?g=t.UNSIGNED_BYTE:(g=t.UNSIGNED_BYTE,m=!1,h=&quot;uint8&quot;);if(2===d.length)v=t.LUMINANCE,d=[d[0],d[1],1],f=n(f.data,d,[f.stride[0],f.stride[1],1],f.offset);else{if(3!==d.length)throw new Error(&quot;gl-texture2d: Invalid shape for texture&quot;);if(1===d[2])v=t.ALPHA;else if(2===d[2])v=t.LUMINANCE_ALPHA;else if(3===d[2])v=t.RGB;else{if(4!==d[2])throw new Error(&quot;gl-texture2d: Invalid shape for pixel coords&quot;);v=t.RGBA}d[2]}v!==t.LUMINANCE&amp;&amp;v!==t.ALPHA||s!==t.LUMINANCE&amp;&amp;s!==t.ALPHA||(v=s);if(v!==s)throw new Error(&quot;gl-texture2d: Incompatible texture format for setPixels&quot;);var y=f.size,b=u.indexOf(o)&lt;0;b&amp;&amp;u.push(o);if(g===l&amp;&amp;m)0===f.offset&amp;&amp;f.data.length===y?b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,f.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,f.data):b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,f.data.subarray(f.offset,f.offset+y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,f.data.subarray(f.offset,f.offset+y));else{var x;x=l===t.FLOAT?a.mallocFloat32(y):a.mallocUint8(y);var _=n(x,d,[d[2],d[2]*d[0],1]);g===t.FLOAT&amp;&amp;l===t.UNSIGNED_BYTE?c(_,f):i.assign(_,f),b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,x.subarray(0,y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,x.subarray(0,y)),l===t.FLOAT?a.freeFloat32(x):a.freeUint8(x)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},{ndarray:286,&quot;ndarray-ops&quot;:280,&quot;typedarray-pool&quot;:348}],165:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length&gt;n)throw new Error(&quot;gl-vao: Too many vertex attributes&quot;);for(var i=0;i&lt;r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,u=!!a.normalized,c=a.stride||0,f=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,u,c,f)}else{if(&quot;number&quot;==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else if(2===a.length)t.vertexAttrib2f(i,a[0],a[1]);else if(3===a.length)t.vertexAttrib3f(i,a[0],a[1],a[2]);else{if(4!==a.length)throw new Error(&quot;gl-vao: Invalid vertex attribute&quot;);t.vertexAttrib4f(i,a[0],a[1],a[2],a[3])}t.disableVertexAttribArray(i)}}for(;i&lt;n;++i)t.disableVertexAttribArray(i)}else for(t.bindBuffer(t.ARRAY_BUFFER,null),i=0;i&lt;n;++i)t.disableVertexAttribArray(i)}},{}],166:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./do-bind.js&quot;);function i(t){this.gl=t,this._elements=null,this._attributes=null,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(){n(this.gl,this._elements,this._attributes)},i.prototype.update=function(t,e,r){this._elements=e,this._attributes=t,this._elementsType=r||this.gl.UNSIGNED_SHORT},i.prototype.dispose=function(){},i.prototype.unbind=function(){},i.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._elements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t){return new i(t)}},{&quot;./do-bind.js&quot;:165}],167:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./do-bind.js&quot;);function i(t,e,r,n,i,a){this.location=t,this.dimension=e,this.a=r,this.b=n,this.c=i,this.d=a}function a(t,e,r){this.gl=t,this._ext=e,this.handle=r,this._attribs=[],this._useElements=!1,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(t){switch(this.dimension){case 1:t.vertexAttrib1f(this.location,this.a);break;case 2:t.vertexAttrib2f(this.location,this.a,this.b);break;case 3:t.vertexAttrib3f(this.location,this.a,this.b,this.c);break;case 4:t.vertexAttrib4f(this.location,this.a,this.b,this.c,this.d)}},a.prototype.bind=function(){this._ext.bindVertexArrayOES(this.handle);for(var t=0;t&lt;this._attribs.length;++t)this._attribs[t].bind(this.gl)},a.prototype.unbind=function(){this._ext.bindVertexArrayOES(null)},a.prototype.dispose=function(){this._ext.deleteVertexArrayOES(this.handle)},a.prototype.update=function(t,e,r){if(this.bind(),n(this.gl,e,t),this.unbind(),this._attribs.length=0,t)for(var a=0;a&lt;t.length;++a){var o=t[a];&quot;number&quot;==typeof o?this._attribs.push(new i(a,1,o)):Array.isArray(o)&amp;&amp;this._attribs.push(new i(a,o.length,o[0],o[1],o[2],o[3]))}this._useElements=!!e,this._elementsType=r||this.gl.UNSIGNED_SHORT},a.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._useElements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t,e){return new a(t,e,e.createVertexArrayOES())}},{&quot;./do-bind.js&quot;:165}],168:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/vao-native.js&quot;),i=t(&quot;./lib/vao-emulated.js&quot;);function a(t){this.bindVertexArrayOES=t.bindVertexArray.bind(t),this.createVertexArrayOES=t.createVertexArray.bind(t),this.deleteVertexArrayOES=t.deleteVertexArray.bind(t)}e.exports=function(t,e,r,o){var s,l=t.createVertexArray?new a(t):t.getExtension(&quot;OES_vertex_array_object&quot;);return(s=l?n(t,l):i(t)).update(e,r,o),s}},{&quot;./lib/vao-emulated.js&quot;:166,&quot;./lib/vao-native.js&quot;:167}],169:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t}},{}],170:[function(t,e,r){e.exports=function(t,e){var r=n(t[0],t[1],t[2]),o=n(e[0],e[1],e[2]);i(r,r),i(o,o);var s=a(r,o);return s&gt;1?0:Math.acos(s)};var n=t(&quot;./fromValues&quot;),i=t(&quot;./normalize&quot;),a=t(&quot;./dot&quot;)},{&quot;./dot&quot;:180,&quot;./fromValues&quot;:186,&quot;./normalize&quot;:197}],171:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.ceil(e[0]),t[1]=Math.ceil(e[1]),t[2]=Math.ceil(e[2]),t}},{}],172:[function(t,e,r){e.exports=function(t){var e=new Float32Array(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e}},{}],173:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}},{}],174:[function(t,e,r){e.exports=function(){var t=new Float32Array(3);return t[0]=0,t[1]=0,t[2]=0,t}},{}],175:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t}},{}],176:[function(t,e,r){e.exports=t(&quot;./distance&quot;)},{&quot;./distance&quot;:177}],177:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return Math.sqrt(r*r+n*n+i*i)}},{}],178:[function(t,e,r){e.exports=t(&quot;./divide&quot;)},{&quot;./divide&quot;:179}],179:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]/r[0],t[1]=e[1]/r[1],t[2]=e[2]/r[2],t}},{}],180:[function(t,e,r){e.exports=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]}},{}],181:[function(t,e,r){e.exports=1e-6},{}],182:[function(t,e,r){e.exports=function(t,e){var r=t[0],i=t[1],a=t[2],o=e[0],s=e[1],l=e[2];return Math.abs(r-o)&lt;=n*Math.max(1,Math.abs(r),Math.abs(o))&amp;&amp;Math.abs(i-s)&lt;=n*Math.max(1,Math.abs(i),Math.abs(s))&amp;&amp;Math.abs(a-l)&lt;=n*Math.max(1,Math.abs(a),Math.abs(l))};var n=t(&quot;./epsilon&quot;)},{&quot;./epsilon&quot;:181}],183:[function(t,e,r){e.exports=function(t,e){return t[0]===e[0]&amp;&amp;t[1]===e[1]&amp;&amp;t[2]===e[2]}},{}],184:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.floor(e[0]),t[1]=Math.floor(e[1]),t[2]=Math.floor(e[2]),t}},{}],185:[function(t,e,r){e.exports=function(t,e,r,i,a,o){var s,l;e||(e=3);r||(r=0);l=i?Math.min(i*e+r,t.length):t.length;for(s=r;s&lt;l;s+=e)n[0]=t[s],n[1]=t[s+1],n[2]=t[s+2],a(n,n,o),t[s]=n[0],t[s+1]=n[1],t[s+2]=n[2];return t};var n=t(&quot;./create&quot;)()},{&quot;./create&quot;:174}],186:[function(t,e,r){e.exports=function(t,e,r){var n=new Float32Array(3);return n[0]=t,n[1]=e,n[2]=r,n}},{}],187:[function(t,e,r){e.exports={EPSILON:t(&quot;./epsilon&quot;),create:t(&quot;./create&quot;),clone:t(&quot;./clone&quot;),angle:t(&quot;./angle&quot;),fromValues:t(&quot;./fromValues&quot;),copy:t(&quot;./copy&quot;),set:t(&quot;./set&quot;),equals:t(&quot;./equals&quot;),exactEquals:t(&quot;./exactEquals&quot;),add:t(&quot;./add&quot;),subtract:t(&quot;./subtract&quot;),sub:t(&quot;./sub&quot;),multiply:t(&quot;./multiply&quot;),mul:t(&quot;./mul&quot;),divide:t(&quot;./divide&quot;),div:t(&quot;./div&quot;),min:t(&quot;./min&quot;),max:t(&quot;./max&quot;),floor:t(&quot;./floor&quot;),ceil:t(&quot;./ceil&quot;),round:t(&quot;./round&quot;),scale:t(&quot;./scale&quot;),scaleAndAdd:t(&quot;./scaleAndAdd&quot;),distance:t(&quot;./distance&quot;),dist:t(&quot;./dist&quot;),squaredDistance:t(&quot;./squaredDistance&quot;),sqrDist:t(&quot;./sqrDist&quot;),length:t(&quot;./length&quot;),len:t(&quot;./len&quot;),squaredLength:t(&quot;./squaredLength&quot;),sqrLen:t(&quot;./sqrLen&quot;),negate:t(&quot;./negate&quot;),inverse:t(&quot;./inverse&quot;),normalize:t(&quot;./normalize&quot;),dot:t(&quot;./dot&quot;),cross:t(&quot;./cross&quot;),lerp:t(&quot;./lerp&quot;),random:t(&quot;./random&quot;),transformMat4:t(&quot;./transformMat4&quot;),transformMat3:t(&quot;./transformMat3&quot;),transformQuat:t(&quot;./transformQuat&quot;),rotateX:t(&quot;./rotateX&quot;),rotateY:t(&quot;./rotateY&quot;),rotateZ:t(&quot;./rotateZ&quot;),forEach:t(&quot;./forEach&quot;)}},{&quot;./add&quot;:169,&quot;./angle&quot;:170,&quot;./ceil&quot;:171,&quot;./clone&quot;:172,&quot;./copy&quot;:173,&quot;./create&quot;:174,&quot;./cross&quot;:175,&quot;./dist&quot;:176,&quot;./distance&quot;:177,&quot;./div&quot;:178,&quot;./divide&quot;:179,&quot;./dot&quot;:180,&quot;./epsilon&quot;:181,&quot;./equals&quot;:182,&quot;./exactEquals&quot;:183,&quot;./floor&quot;:184,&quot;./forEach&quot;:185,&quot;./fromValues&quot;:186,&quot;./inverse&quot;:188,&quot;./len&quot;:189,&quot;./length&quot;:190,&quot;./lerp&quot;:191,&quot;./max&quot;:192,&quot;./min&quot;:193,&quot;./mul&quot;:194,&quot;./multiply&quot;:195,&quot;./negate&quot;:196,&quot;./normalize&quot;:197,&quot;./random&quot;:198,&quot;./rotateX&quot;:199,&quot;./rotateY&quot;:200,&quot;./rotateZ&quot;:201,&quot;./round&quot;:202,&quot;./scale&quot;:203,&quot;./scaleAndAdd&quot;:204,&quot;./set&quot;:205,&quot;./sqrDist&quot;:206,&quot;./sqrLen&quot;:207,&quot;./squaredDistance&quot;:208,&quot;./squaredLength&quot;:209,&quot;./sub&quot;:210,&quot;./subtract&quot;:211,&quot;./transformMat3&quot;:212,&quot;./transformMat4&quot;:213,&quot;./transformQuat&quot;:214}],188:[function(t,e,r){e.exports=function(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t}},{}],189:[function(t,e,r){e.exports=t(&quot;./length&quot;)},{&quot;./length&quot;:190}],190:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2];return Math.sqrt(e*e+r*r+n*n)}},{}],191:[function(t,e,r){e.exports=function(t,e,r,n){var i=e[0],a=e[1],o=e[2];return t[0]=i+n*(r[0]-i),t[1]=a+n*(r[1]-a),t[2]=o+n*(r[2]-o),t}},{}],192:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.max(e[0],r[0]),t[1]=Math.max(e[1],r[1]),t[2]=Math.max(e[2],r[2]),t}},{}],193:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.min(e[0],r[0]),t[1]=Math.min(e[1],r[1]),t[2]=Math.min(e[2],r[2]),t}},{}],194:[function(t,e,r){e.exports=t(&quot;./multiply&quot;)},{&quot;./multiply&quot;:195}],195:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t}},{}],196:[function(t,e,r){e.exports=function(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t}},{}],197:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;a&gt;0&amp;&amp;(a=1/Math.sqrt(a),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a);return t}},{}],198:[function(t,e,r){e.exports=function(t,e){e=e||1;var r=2*Math.random()*Math.PI,n=2*Math.random()-1,i=Math.sqrt(1-n*n)*e;return t[0]=Math.cos(r)*i,t[1]=Math.sin(r)*i,t[2]=n*e,t}},{}],199:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[1],a=r[2],o=e[1]-i,s=e[2]-a,l=Math.sin(n),u=Math.cos(n);return t[0]=e[0],t[1]=i+o*u-s*l,t[2]=a+o*l+s*u,t}},{}],200:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[0],a=r[2],o=e[0]-i,s=e[2]-a,l=Math.sin(n),u=Math.cos(n);return t[0]=i+s*l+o*u,t[1]=e[1],t[2]=a+s*u-o*l,t}},{}],201:[function(t,e,r){e.exports=function(t,e,r,n){var i=r[0],a=r[1],o=e[0]-i,s=e[1]-a,l=Math.sin(n),u=Math.cos(n);return t[0]=i+o*u-s*l,t[1]=a+o*l+s*u,t[2]=e[2],t}},{}],202:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.round(e[0]),t[1]=Math.round(e[1]),t[2]=Math.round(e[2]),t}},{}],203:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t}},{}],204:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t}},{}],205:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e,t[1]=r,t[2]=n,t}},{}],206:[function(t,e,r){e.exports=t(&quot;./squaredDistance&quot;)},{&quot;./squaredDistance&quot;:208}],207:[function(t,e,r){e.exports=t(&quot;./squaredLength&quot;)},{&quot;./squaredLength&quot;:209}],208:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return r*r+n*n+i*i}},{}],209:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2];return e*e+r*r+n*n}},{}],210:[function(t,e,r){e.exports=t(&quot;./subtract&quot;)},{&quot;./subtract&quot;:211}],211:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t}},{}],212:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2];return t[0]=n*r[0]+i*r[3]+a*r[6],t[1]=n*r[1]+i*r[4]+a*r[7],t[2]=n*r[2]+i*r[5]+a*r[8],t}},{}],213:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[3]*n+r[7]*i+r[11]*a+r[15];return o=o||1,t[0]=(r[0]*n+r[4]*i+r[8]*a+r[12])/o,t[1]=(r[1]*n+r[5]*i+r[9]*a+r[13])/o,t[2]=(r[2]*n+r[6]*i+r[10]*a+r[14])/o,t}},{}],214:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2],u=r[3],c=u*n+s*a-l*i,f=u*i+l*n-o*a,h=u*a+o*i-s*n,d=-o*n-s*i-l*a;return t[0]=c*u+d*-o+f*-l-h*-s,t[1]=f*u+d*-s+h*-o-c*-l,t[2]=h*u+d*-l+c*-s-f*-o,t}},{}],215:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t[3]=e[3]+r[3],t}},{}],216:[function(t,e,r){e.exports=function(t){var e=new Float32Array(4);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e}},{}],217:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t}},{}],218:[function(t,e,r){e.exports=function(){var t=new Float32Array(4);return t[0]=0,t[1]=0,t[2]=0,t[3]=0,t}},{}],219:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2],a=e[3]-t[3];return Math.sqrt(r*r+n*n+i*i+a*a)}},{}],220:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]/r[0],t[1]=e[1]/r[1],t[2]=e[2]/r[2],t[3]=e[3]/r[3],t}},{}],221:[function(t,e,r){e.exports=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}},{}],222:[function(t,e,r){e.exports=function(t,e,r,n){var i=new Float32Array(4);return i[0]=t,i[1]=e,i[2]=r,i[3]=n,i}},{}],223:[function(t,e,r){e.exports={create:t(&quot;./create&quot;),clone:t(&quot;./clone&quot;),fromValues:t(&quot;./fromValues&quot;),copy:t(&quot;./copy&quot;),set:t(&quot;./set&quot;),add:t(&quot;./add&quot;),subtract:t(&quot;./subtract&quot;),multiply:t(&quot;./multiply&quot;),divide:t(&quot;./divide&quot;),min:t(&quot;./min&quot;),max:t(&quot;./max&quot;),scale:t(&quot;./scale&quot;),scaleAndAdd:t(&quot;./scaleAndAdd&quot;),distance:t(&quot;./distance&quot;),squaredDistance:t(&quot;./squaredDistance&quot;),length:t(&quot;./length&quot;),squaredLength:t(&quot;./squaredLength&quot;),negate:t(&quot;./negate&quot;),inverse:t(&quot;./inverse&quot;),normalize:t(&quot;./normalize&quot;),dot:t(&quot;./dot&quot;),lerp:t(&quot;./lerp&quot;),random:t(&quot;./random&quot;),transformMat4:t(&quot;./transformMat4&quot;),transformQuat:t(&quot;./transformQuat&quot;)}},{&quot;./add&quot;:215,&quot;./clone&quot;:216,&quot;./copy&quot;:217,&quot;./create&quot;:218,&quot;./distance&quot;:219,&quot;./divide&quot;:220,&quot;./dot&quot;:221,&quot;./fromValues&quot;:222,&quot;./inverse&quot;:224,&quot;./length&quot;:225,&quot;./lerp&quot;:226,&quot;./max&quot;:227,&quot;./min&quot;:228,&quot;./multiply&quot;:229,&quot;./negate&quot;:230,&quot;./normalize&quot;:231,&quot;./random&quot;:232,&quot;./scale&quot;:233,&quot;./scaleAndAdd&quot;:234,&quot;./set&quot;:235,&quot;./squaredDistance&quot;:236,&quot;./squaredLength&quot;:237,&quot;./subtract&quot;:238,&quot;./transformMat4&quot;:239,&quot;./transformQuat&quot;:240}],224:[function(t,e,r){e.exports=function(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t[3]=1/e[3],t}},{}],225:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3];return Math.sqrt(e*e+r*r+n*n+i*i)}},{}],226:[function(t,e,r){e.exports=function(t,e,r,n){var i=e[0],a=e[1],o=e[2],s=e[3];return t[0]=i+n*(r[0]-i),t[1]=a+n*(r[1]-a),t[2]=o+n*(r[2]-o),t[3]=s+n*(r[3]-s),t}},{}],227:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.max(e[0],r[0]),t[1]=Math.max(e[1],r[1]),t[2]=Math.max(e[2],r[2]),t[3]=Math.max(e[3],r[3]),t}},{}],228:[function(t,e,r){e.exports=function(t,e,r){return t[0]=Math.min(e[0],r[0]),t[1]=Math.min(e[1],r[1]),t[2]=Math.min(e[2],r[2]),t[3]=Math.min(e[3],r[3]),t}},{}],229:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r[0],t[1]=e[1]*r[1],t[2]=e[2]*r[2],t[3]=e[3]*r[3],t}},{}],230:[function(t,e,r){e.exports=function(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=-e[3],t}},{}],231:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r*r+n*n+i*i+a*a;o&gt;0&amp;&amp;(o=1/Math.sqrt(o),t[0]=r*o,t[1]=n*o,t[2]=i*o,t[3]=a*o);return t}},{}],232:[function(t,e,r){var n=t(&quot;./normalize&quot;),i=t(&quot;./scale&quot;);e.exports=function(t,e){return e=e||1,t[0]=Math.random(),t[1]=Math.random(),t[2]=Math.random(),t[3]=Math.random(),n(t,t),i(t,t,e),t}},{&quot;./normalize&quot;:231,&quot;./scale&quot;:233}],233:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t}},{}],234:[function(t,e,r){e.exports=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t[3]=e[3]+r[3]*n,t}},{}],235:[function(t,e,r){e.exports=function(t,e,r,n,i){return t[0]=e,t[1]=r,t[2]=n,t[3]=i,t}},{}],236:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2],a=e[3]-t[3];return r*r+n*n+i*i+a*a}},{}],237:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3];return e*e+r*r+n*n+i*i}},{}],238:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t}},{}],239:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3];return t[0]=r[0]*n+r[4]*i+r[8]*a+r[12]*o,t[1]=r[1]*n+r[5]*i+r[9]*a+r[13]*o,t[2]=r[2]*n+r[6]*i+r[10]*a+r[14]*o,t[3]=r[3]*n+r[7]*i+r[11]*a+r[15]*o,t}},{}],240:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2],u=r[3],c=u*n+s*a-l*i,f=u*i+l*n-o*a,h=u*a+o*i-s*n,d=-o*n-s*i-l*a;return t[0]=c*u+d*-o+f*-l-h*-s,t[1]=f*u+d*-s+h*-o-c*-l,t[2]=h*u+d*-l+c*-s-f*-o,t[3]=e[3],t}},{}],241:[function(t,e,r){e.exports=function(t,e,r,a){return n[0]=a,n[1]=r,n[2]=e,n[3]=t,i[0]};var n=new Uint8Array(4),i=new Float32Array(n.buffer)},{}],242:[function(t,e,r){var n=t(&quot;glsl-tokenizer&quot;),i=t(&quot;atob-lite&quot;);e.exports=function(t){for(var e=Array.isArray(t)?t:n(t),r=0;r&lt;e.length;r++){var a=e[r];if(&quot;preprocessor&quot;===a.type){var o=a.data.match(/\\#define\\s+SHADER_NAME(_B64)?\\s+(.+)$/);if(o&amp;&amp;o[2]){var s=o[1],l=o[2];return(s?i(l):l).trim()}}}}},{&quot;atob-lite&quot;:16,&quot;glsl-tokenizer&quot;:249}],243:[function(t,e,r){e.exports=function(t){var e,r,A,M=0,T=0,k=l,E=[],L=[],S=1,C=0,O=0,R=!1,P=!1,z=&quot;&quot;,I=a,N=n;&quot;300 es&quot;===(t=t||{}).version&amp;&amp;(I=s,N=o);return function(t){return L=[],null!==t?function(t){var r;M=0,A=(z+=t).length;for(;e=z[M],M&lt;A;){switch(r=M,k){case c:M=U();break;case f:case h:M=B();break;case d:M=V();break;case p:M=G();break;case _:M=q();break;case g:M=X();break;case u:M=W();break;case b:M=j();break;case l:M=F()}if(r!==M)switch(z[r]){case&quot;\\n&quot;:C=0,++S;break;default:++C}}return T+=M,z=z.slice(M),L}(t.replace?t.replace(/\\r\\n/g,&quot;\\n&quot;):t):function(t){E.length&amp;&amp;D(E.join(&quot;&quot;));return k=x,D(&quot;(eof)&quot;),L}()};function D(t){t.length&amp;&amp;L.push({type:w[k],data:t,position:O,line:S,column:C})}function F(){return E=E.length?[]:E,&quot;/&quot;===r&amp;&amp;&quot;*&quot;===e?(O=T+M-1,k=c,r=e,M+1):&quot;/&quot;===r&amp;&amp;&quot;/&quot;===e?(O=T+M-1,k=f,r=e,M+1):&quot;#&quot;===e?(k=h,O=T+M,M):/\\s/.test(e)?(k=b,O=T+M,M):(R=/\\d/.test(e),P=/[^\\w_]/.test(e),O=T+M,k=R?p:P?d:u,M)}function j(){return/[^\\s]/g.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function B(){return&quot;\\r&quot;!==e&amp;&amp;&quot;\\n&quot;!==e||&quot;\\\\&quot;===r?(E.push(e),r=e,M+1):(D(E.join(&quot;&quot;)),k=l,M)}function U(){return&quot;/&quot;===e&amp;&amp;&quot;*&quot;===r?(E.push(e),D(E.join(&quot;&quot;)),k=l,M+1):(E.push(e),r=e,M+1)}function V(){if(&quot;.&quot;===r&amp;&amp;/\\d/.test(e))return k=g,M;if(&quot;/&quot;===r&amp;&amp;&quot;*&quot;===e)return k=c,M;if(&quot;/&quot;===r&amp;&amp;&quot;/&quot;===e)return k=f,M;if(&quot;.&quot;===e&amp;&amp;E.length){for(;H(E););return k=g,M}if(&quot;;&quot;===e||&quot;)&quot;===e||&quot;(&quot;===e){if(E.length)for(;H(E););return D(e),k=l,M+1}var t=2===E.length&amp;&amp;&quot;=&quot;!==e;if(/[\\w_\\d\\s]/.test(e)||t){for(;H(E););return k=l,M}return E.push(e),r=e,M+1}function H(t){for(var e,r,n=0;;){if(e=i.indexOf(t.slice(0,t.length+n).join(&quot;&quot;)),r=i[e],-1===e){if(n--+t.length&gt;0)continue;r=t.slice(0,1).join(&quot;&quot;)}return D(r),O+=r.length,(E=E.slice(r.length)).length}}function q(){return/[^a-fA-F0-9]/.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function G(){return&quot;.&quot;===e?(E.push(e),k=g,r=e,M+1):/[eE]/.test(e)?(E.push(e),k=g,r=e,M+1):&quot;x&quot;===e&amp;&amp;1===E.length&amp;&amp;&quot;0&quot;===E[0]?(k=_,E.push(e),r=e,M+1):/[^\\d]/.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function X(){return&quot;f&quot;===e&amp;&amp;(E.push(e),r=e,M+=1),/[eE]/.test(e)?(E.push(e),r=e,M+1):&quot;-&quot;===e&amp;&amp;/[eE]/.test(r)?(E.push(e),r=e,M+1):/[^\\d]/.test(e)?(D(E.join(&quot;&quot;)),k=l,M):(E.push(e),r=e,M+1)}function W(){if(/[^\\d\\w_]/.test(e)){var t=E.join(&quot;&quot;);return k=N.indexOf(t)&gt;-1?y:I.indexOf(t)&gt;-1?m:v,D(E.join(&quot;&quot;)),k=l,M}return E.push(e),r=e,M+1}};var n=t(&quot;./lib/literals&quot;),i=t(&quot;./lib/operators&quot;),a=t(&quot;./lib/builtins&quot;),o=t(&quot;./lib/literals-300es&quot;),s=t(&quot;./lib/builtins-300es&quot;),l=999,u=9999,c=0,f=1,h=2,d=3,p=4,g=5,v=6,m=7,y=8,b=9,x=10,_=11,w=[&quot;block-comment&quot;,&quot;line-comment&quot;,&quot;preprocessor&quot;,&quot;operator&quot;,&quot;integer&quot;,&quot;float&quot;,&quot;ident&quot;,&quot;builtin&quot;,&quot;keyword&quot;,&quot;whitespace&quot;,&quot;eof&quot;,&quot;integer&quot;]},{&quot;./lib/builtins&quot;:245,&quot;./lib/builtins-300es&quot;:244,&quot;./lib/literals&quot;:247,&quot;./lib/literals-300es&quot;:246,&quot;./lib/operators&quot;:248}],244:[function(t,e,r){var n=t(&quot;./builtins&quot;);n=n.slice().filter(function(t){return!/^(gl\\_|texture)/.test(t)}),e.exports=n.concat([&quot;gl_VertexID&quot;,&quot;gl_InstanceID&quot;,&quot;gl_Position&quot;,&quot;gl_PointSize&quot;,&quot;gl_FragCoord&quot;,&quot;gl_FrontFacing&quot;,&quot;gl_FragDepth&quot;,&quot;gl_PointCoord&quot;,&quot;gl_MaxVertexAttribs&quot;,&quot;gl_MaxVertexUniformVectors&quot;,&quot;gl_MaxVertexOutputVectors&quot;,&quot;gl_MaxFragmentInputVectors&quot;,&quot;gl_MaxVertexTextureImageUnits&quot;,&quot;gl_MaxCombinedTextureImageUnits&quot;,&quot;gl_MaxTextureImageUnits&quot;,&quot;gl_MaxFragmentUniformVectors&quot;,&quot;gl_MaxDrawBuffers&quot;,&quot;gl_MinProgramTexelOffset&quot;,&quot;gl_MaxProgramTexelOffset&quot;,&quot;gl_DepthRangeParameters&quot;,&quot;gl_DepthRange&quot;,&quot;trunc&quot;,&quot;round&quot;,&quot;roundEven&quot;,&quot;isnan&quot;,&quot;isinf&quot;,&quot;floatBitsToInt&quot;,&quot;floatBitsToUint&quot;,&quot;intBitsToFloat&quot;,&quot;uintBitsToFloat&quot;,&quot;packSnorm2x16&quot;,&quot;unpackSnorm2x16&quot;,&quot;packUnorm2x16&quot;,&quot;unpackUnorm2x16&quot;,&quot;packHalf2x16&quot;,&quot;unpackHalf2x16&quot;,&quot;outerProduct&quot;,&quot;transpose&quot;,&quot;determinant&quot;,&quot;inverse&quot;,&quot;texture&quot;,&quot;textureSize&quot;,&quot;textureProj&quot;,&quot;textureLod&quot;,&quot;textureOffset&quot;,&quot;texelFetch&quot;,&quot;texelFetchOffset&quot;,&quot;textureProjOffset&quot;,&quot;textureLodOffset&quot;,&quot;textureProjLod&quot;,&quot;textureProjLodOffset&quot;,&quot;textureGrad&quot;,&quot;textureGradOffset&quot;,&quot;textureProjGrad&quot;,&quot;textureProjGradOffset&quot;])},{&quot;./builtins&quot;:245}],245:[function(t,e,r){e.exports=[&quot;abs&quot;,&quot;acos&quot;,&quot;all&quot;,&quot;any&quot;,&quot;asin&quot;,&quot;atan&quot;,&quot;ceil&quot;,&quot;clamp&quot;,&quot;cos&quot;,&quot;cross&quot;,&quot;dFdx&quot;,&quot;dFdy&quot;,&quot;degrees&quot;,&quot;distance&quot;,&quot;dot&quot;,&quot;equal&quot;,&quot;exp&quot;,&quot;exp2&quot;,&quot;faceforward&quot;,&quot;floor&quot;,&quot;fract&quot;,&quot;gl_BackColor&quot;,&quot;gl_BackLightModelProduct&quot;,&quot;gl_BackLightProduct&quot;,&quot;gl_BackMaterial&quot;,&quot;gl_BackSecondaryColor&quot;,&quot;gl_ClipPlane&quot;,&quot;gl_ClipVertex&quot;,&quot;gl_Color&quot;,&quot;gl_DepthRange&quot;,&quot;gl_DepthRangeParameters&quot;,&quot;gl_EyePlaneQ&quot;,&quot;gl_EyePlaneR&quot;,&quot;gl_EyePlaneS&quot;,&quot;gl_EyePlaneT&quot;,&quot;gl_Fog&quot;,&quot;gl_FogCoord&quot;,&quot;gl_FogFragCoord&quot;,&quot;gl_FogParameters&quot;,&quot;gl_FragColor&quot;,&quot;gl_FragCoord&quot;,&quot;gl_FragData&quot;,&quot;gl_FragDepth&quot;,&quot;gl_FragDepthEXT&quot;,&quot;gl_FrontColor&quot;,&quot;gl_FrontFacing&quot;,&quot;gl_FrontLightModelProduct&quot;,&quot;gl_FrontLightProduct&quot;,&quot;gl_FrontMaterial&quot;,&quot;gl_FrontSecondaryColor&quot;,&quot;gl_LightModel&quot;,&quot;gl_LightModelParameters&quot;,&quot;gl_LightModelProducts&quot;,&quot;gl_LightProducts&quot;,&quot;gl_LightSource&quot;,&quot;gl_LightSourceParameters&quot;,&quot;gl_MaterialParameters&quot;,&quot;gl_MaxClipPlanes&quot;,&quot;gl_MaxCombinedTextureImageUnits&quot;,&quot;gl_MaxDrawBuffers&quot;,&quot;gl_MaxFragmentUniformComponents&quot;,&quot;gl_MaxLights&quot;,&quot;gl_MaxTextureCoords&quot;,&quot;gl_MaxTextureImageUnits&quot;,&quot;gl_MaxTextureUnits&quot;,&quot;gl_MaxVaryingFloats&quot;,&quot;gl_MaxVertexAttribs&quot;,&quot;gl_MaxVertexTextureImageUnits&quot;,&quot;gl_MaxVertexUniformComponents&quot;,&quot;gl_ModelViewMatrix&quot;,&quot;gl_ModelViewMatrixInverse&quot;,&quot;gl_ModelViewMatrixInverseTranspose&quot;,&quot;gl_ModelViewMatrixTranspose&quot;,&quot;gl_ModelViewProjectionMatrix&quot;,&quot;gl_ModelViewProjectionMatrixInverse&quot;,&quot;gl_ModelViewProjectionMatrixInverseTranspose&quot;,&quot;gl_ModelViewProjectionMatrixTranspose&quot;,&quot;gl_MultiTexCoord0&quot;,&quot;gl_MultiTexCoord1&quot;,&quot;gl_MultiTexCoord2&quot;,&quot;gl_MultiTexCoord3&quot;,&quot;gl_MultiTexCoord4&quot;,&quot;gl_MultiTexCoord5&quot;,&quot;gl_MultiTexCoord6&quot;,&quot;gl_MultiTexCoord7&quot;,&quot;gl_Normal&quot;,&quot;gl_NormalMatrix&quot;,&quot;gl_NormalScale&quot;,&quot;gl_ObjectPlaneQ&quot;,&quot;gl_ObjectPlaneR&quot;,&quot;gl_ObjectPlaneS&quot;,&quot;gl_ObjectPlaneT&quot;,&quot;gl_Point&quot;,&quot;gl_PointCoord&quot;,&quot;gl_PointParameters&quot;,&quot;gl_PointSize&quot;,&quot;gl_Position&quot;,&quot;gl_ProjectionMatrix&quot;,&quot;gl_ProjectionMatrixInverse&quot;,&quot;gl_ProjectionMatrixInverseTranspose&quot;,&quot;gl_ProjectionMatrixTranspose&quot;,&quot;gl_SecondaryColor&quot;,&quot;gl_TexCoord&quot;,&quot;gl_TextureEnvColor&quot;,&quot;gl_TextureMatrix&quot;,&quot;gl_TextureMatrixInverse&quot;,&quot;gl_TextureMatrixInverseTranspose&quot;,&quot;gl_TextureMatrixTranspose&quot;,&quot;gl_Vertex&quot;,&quot;greaterThan&quot;,&quot;greaterThanEqual&quot;,&quot;inversesqrt&quot;,&quot;length&quot;,&quot;lessThan&quot;,&quot;lessThanEqual&quot;,&quot;log&quot;,&quot;log2&quot;,&quot;matrixCompMult&quot;,&quot;max&quot;,&quot;min&quot;,&quot;mix&quot;,&quot;mod&quot;,&quot;normalize&quot;,&quot;not&quot;,&quot;notEqual&quot;,&quot;pow&quot;,&quot;radians&quot;,&quot;reflect&quot;,&quot;refract&quot;,&quot;sign&quot;,&quot;sin&quot;,&quot;smoothstep&quot;,&quot;sqrt&quot;,&quot;step&quot;,&quot;tan&quot;,&quot;texture2D&quot;,&quot;texture2DLod&quot;,&quot;texture2DProj&quot;,&quot;texture2DProjLod&quot;,&quot;textureCube&quot;,&quot;textureCubeLod&quot;,&quot;texture2DLodEXT&quot;,&quot;texture2DProjLodEXT&quot;,&quot;textureCubeLodEXT&quot;,&quot;texture2DGradEXT&quot;,&quot;texture2DProjGradEXT&quot;,&quot;textureCubeGradEXT&quot;]},{}],246:[function(t,e,r){var n=t(&quot;./literals&quot;);e.exports=n.slice().concat([&quot;layout&quot;,&quot;centroid&quot;,&quot;smooth&quot;,&quot;case&quot;,&quot;mat2x2&quot;,&quot;mat2x3&quot;,&quot;mat2x4&quot;,&quot;mat3x2&quot;,&quot;mat3x3&quot;,&quot;mat3x4&quot;,&quot;mat4x2&quot;,&quot;mat4x3&quot;,&quot;mat4x4&quot;,&quot;uint&quot;,&quot;uvec2&quot;,&quot;uvec3&quot;,&quot;uvec4&quot;,&quot;samplerCubeShadow&quot;,&quot;sampler2DArray&quot;,&quot;sampler2DArrayShadow&quot;,&quot;isampler2D&quot;,&quot;isampler3D&quot;,&quot;isamplerCube&quot;,&quot;isampler2DArray&quot;,&quot;usampler2D&quot;,&quot;usampler3D&quot;,&quot;usamplerCube&quot;,&quot;usampler2DArray&quot;,&quot;coherent&quot;,&quot;restrict&quot;,&quot;readonly&quot;,&quot;writeonly&quot;,&quot;resource&quot;,&quot;atomic_uint&quot;,&quot;noperspective&quot;,&quot;patch&quot;,&quot;sample&quot;,&quot;subroutine&quot;,&quot;common&quot;,&quot;partition&quot;,&quot;active&quot;,&quot;filter&quot;,&quot;image1D&quot;,&quot;image2D&quot;,&quot;image3D&quot;,&quot;imageCube&quot;,&quot;iimage1D&quot;,&quot;iimage2D&quot;,&quot;iimage3D&quot;,&quot;iimageCube&quot;,&quot;uimage1D&quot;,&quot;uimage2D&quot;,&quot;uimage3D&quot;,&quot;uimageCube&quot;,&quot;image1DArray&quot;,&quot;image2DArray&quot;,&quot;iimage1DArray&quot;,&quot;iimage2DArray&quot;,&quot;uimage1DArray&quot;,&quot;uimage2DArray&quot;,&quot;image1DShadow&quot;,&quot;image2DShadow&quot;,&quot;image1DArrayShadow&quot;,&quot;image2DArrayShadow&quot;,&quot;imageBuffer&quot;,&quot;iimageBuffer&quot;,&quot;uimageBuffer&quot;,&quot;sampler1DArray&quot;,&quot;sampler1DArrayShadow&quot;,&quot;isampler1D&quot;,&quot;isampler1DArray&quot;,&quot;usampler1D&quot;,&quot;usampler1DArray&quot;,&quot;isampler2DRect&quot;,&quot;usampler2DRect&quot;,&quot;samplerBuffer&quot;,&quot;isamplerBuffer&quot;,&quot;usamplerBuffer&quot;,&quot;sampler2DMS&quot;,&quot;isampler2DMS&quot;,&quot;usampler2DMS&quot;,&quot;sampler2DMSArray&quot;,&quot;isampler2DMSArray&quot;,&quot;usampler2DMSArray&quot;])},{&quot;./literals&quot;:247}],247:[function(t,e,r){e.exports=[&quot;precision&quot;,&quot;highp&quot;,&quot;mediump&quot;,&quot;lowp&quot;,&quot;attribute&quot;,&quot;const&quot;,&quot;uniform&quot;,&quot;varying&quot;,&quot;break&quot;,&quot;continue&quot;,&quot;do&quot;,&quot;for&quot;,&quot;while&quot;,&quot;if&quot;,&quot;else&quot;,&quot;in&quot;,&quot;out&quot;,&quot;inout&quot;,&quot;float&quot;,&quot;int&quot;,&quot;void&quot;,&quot;bool&quot;,&quot;true&quot;,&quot;false&quot;,&quot;discard&quot;,&quot;return&quot;,&quot;mat2&quot;,&quot;mat3&quot;,&quot;mat4&quot;,&quot;vec2&quot;,&quot;vec3&quot;,&quot;vec4&quot;,&quot;ivec2&quot;,&quot;ivec3&quot;,&quot;ivec4&quot;,&quot;bvec2&quot;,&quot;bvec3&quot;,&quot;bvec4&quot;,&quot;sampler1D&quot;,&quot;sampler2D&quot;,&quot;sampler3D&quot;,&quot;samplerCube&quot;,&quot;sampler1DShadow&quot;,&quot;sampler2DShadow&quot;,&quot;struct&quot;,&quot;asm&quot;,&quot;class&quot;,&quot;union&quot;,&quot;enum&quot;,&quot;typedef&quot;,&quot;template&quot;,&quot;this&quot;,&quot;packed&quot;,&quot;goto&quot;,&quot;switch&quot;,&quot;default&quot;,&quot;inline&quot;,&quot;noinline&quot;,&quot;volatile&quot;,&quot;public&quot;,&quot;static&quot;,&quot;extern&quot;,&quot;external&quot;,&quot;interface&quot;,&quot;long&quot;,&quot;short&quot;,&quot;double&quot;,&quot;half&quot;,&quot;fixed&quot;,&quot;unsigned&quot;,&quot;input&quot;,&quot;output&quot;,&quot;hvec2&quot;,&quot;hvec3&quot;,&quot;hvec4&quot;,&quot;dvec2&quot;,&quot;dvec3&quot;,&quot;dvec4&quot;,&quot;fvec2&quot;,&quot;fvec3&quot;,&quot;fvec4&quot;,&quot;sampler2DRect&quot;,&quot;sampler3DRect&quot;,&quot;sampler2DRectShadow&quot;,&quot;sizeof&quot;,&quot;cast&quot;,&quot;namespace&quot;,&quot;using&quot;]},{}],248:[function(t,e,r){e.exports=[&quot;&lt;&lt;=&quot;,&quot;&gt;&gt;=&quot;,&quot;++&quot;,&quot;--&quot;,&quot;&lt;&lt;&quot;,&quot;&gt;&gt;&quot;,&quot;&lt;=&quot;,&quot;&gt;=&quot;,&quot;==&quot;,&quot;!=&quot;,&quot;&amp;&amp;&quot;,&quot;||&quot;,&quot;+=&quot;,&quot;-=&quot;,&quot;*=&quot;,&quot;/=&quot;,&quot;%=&quot;,&quot;&amp;=&quot;,&quot;^^&quot;,&quot;^=&quot;,&quot;|=&quot;,&quot;(&quot;,&quot;)&quot;,&quot;[&quot;,&quot;]&quot;,&quot;.&quot;,&quot;!&quot;,&quot;~&quot;,&quot;*&quot;,&quot;/&quot;,&quot;%&quot;,&quot;+&quot;,&quot;-&quot;,&quot;&lt;&quot;,&quot;&gt;&quot;,&quot;&amp;&quot;,&quot;^&quot;,&quot;|&quot;,&quot;?&quot;,&quot;:&quot;,&quot;=&quot;,&quot;,&quot;,&quot;;&quot;,&quot;{&quot;,&quot;}&quot;]},{}],249:[function(t,e,r){var n=t(&quot;./index&quot;);e.exports=function(t,e){var r=n(e),i=[];return i=(i=i.concat(r(t))).concat(r(null))}},{&quot;./index&quot;:243}],250:[function(t,e,r){e.exports=function(t){&quot;string&quot;==typeof t&amp;&amp;(t=[t]);for(var e=[].slice.call(arguments,1),r=[],n=0;n&lt;t.length-1;n++)r.push(t[n],e[n]||&quot;&quot;);return r.push(t[n]),r.join(&quot;&quot;)}},{}],251:[function(t,e,r){(function(r){&quot;use strict&quot;;var n,i=t(&quot;is-browser&quot;);n=&quot;function&quot;==typeof r.matchMedia?!r.matchMedia(&quot;(hover: none)&quot;).matches:i,e.exports=n}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{&quot;is-browser&quot;:258}],252:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-browser&quot;);e.exports=n&amp;&amp;function(){var t=!1;try{var e=Object.defineProperty({},&quot;passive&quot;,{get:function(){t=!0}});window.addEventListener(&quot;test&quot;,null,e),window.removeEventListener(&quot;test&quot;,null,e)}catch(e){t=!1}return t}()},{&quot;is-browser&quot;:258}],253:[function(t,e,r){r.read=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1&lt;&lt;s)-1,u=l&gt;&gt;1,c=-7,f=r?i-1:0,h=r?-1:1,d=t[e+f];for(f+=h,a=d&amp;(1&lt;&lt;-c)-1,d&gt;&gt;=-c,c+=s;c&gt;0;a=256*a+t[e+f],f+=h,c-=8);for(o=a&amp;(1&lt;&lt;-c)-1,a&gt;&gt;=-c,c+=n;c&gt;0;o=256*o+t[e+f],f+=h,c-=8);if(0===a)a=1-u;else{if(a===l)return o?NaN:1/0*(d?-1:1);o+=Math.pow(2,n),a-=u}return(d?-1:1)*o*Math.pow(2,a-n)},r.write=function(t,e,r,n,i,a){var o,s,l,u=8*a-i-1,c=(1&lt;&lt;u)-1,f=c&gt;&gt;1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,d=n?0:a-1,p=n?1:-1,g=e&lt;0||0===e&amp;&amp;1/e&lt;0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=c):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))&lt;1&amp;&amp;(o--,l*=2),(e+=o+f&gt;=1?h/l:h*Math.pow(2,1-f))*l&gt;=2&amp;&amp;(o++,l/=2),o+f&gt;=c?(s=0,o=c):o+f&gt;=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&gt;=8;t[r+d]=255&amp;s,d+=p,s/=256,i-=8);for(o=o&lt;&lt;i|s,u+=i;u&gt;0;t[r+d]=255&amp;o,d+=p,o/=256,u-=8);t[r+d-p]|=128*g}},{}],254:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=t.length;if(0===r)throw new Error(&quot;Must have at least d+1 points&quot;);var i=t[0].length;if(r&lt;=i)throw new Error(&quot;Must input at least d+1 points&quot;);var o=t.slice(0,i+1),s=n.apply(void 0,o);if(0===s)throw new Error(&quot;Input not in general position&quot;);for(var l=new Array(i+1),c=0;c&lt;=i;++c)l[c]=c;s&lt;0&amp;&amp;(l[0]=1,l[1]=0);for(var f=new a(l,new Array(i+1),!1),h=f.adjacent,d=new Array(i+2),c=0;c&lt;=i;++c){for(var p=l.slice(),g=0;g&lt;=i;++g)g===c&amp;&amp;(p[g]=-1);var v=p[0];p[0]=p[1],p[1]=v;var m=new a(p,new Array(i+1),!0);h[c]=m,d[c]=m}d[i+1]=f;for(var c=0;c&lt;=i;++c)for(var p=h[c].vertices,y=h[c].adjacent,g=0;g&lt;=i;++g){var b=p[g];if(b&lt;0)y[g]=f;else for(var x=0;x&lt;=i;++x)h[x].vertices.indexOf(b)&lt;0&amp;&amp;(y[g]=h[x])}for(var _=new u(i,o,d),w=!!e,c=i+1;c&lt;r;++c)_.insert(t[c],w);return _.boundary()};var n=t(&quot;robust-orientation&quot;),i=t(&quot;simplicial-complex&quot;).compareCells;function a(t,e,r){this.vertices=t,this.adjacent=e,this.boundary=r,this.lastVisited=-1}function o(t,e,r){this.vertices=t,this.cell=e,this.index=r}function s(t,e){return i(t.vertices,e.vertices)}a.prototype.flip=function(){var t=this.vertices[0];this.vertices[0]=this.vertices[1],this.vertices[1]=t;var e=this.adjacent[0];this.adjacent[0]=this.adjacent[1],this.adjacent[1]=e};var l=[];function u(t,e,r){this.dimension=t,this.vertices=e,this.simplices=r,this.interior=r.filter(function(t){return!t.boundary}),this.tuple=new Array(t+1);for(var i=0;i&lt;=t;++i)this.tuple[i]=this.vertices[i];var a=l[t];a||(a=l[t]=function(t){for(var e=[&quot;function orient(){var tuple=this.tuple;return test(&quot;],r=0;r&lt;=t;++r)r&gt;0&amp;&amp;e.push(&quot;,&quot;),e.push(&quot;tuple[&quot;,r,&quot;]&quot;);e.push(&quot;)}return orient&quot;);var i=new Function(&quot;test&quot;,e.join(&quot;&quot;)),a=n[t+1];return a||(a=n),i(a)}(t)),this.orient=a}var c=u.prototype;c.handleBoundaryDegeneracy=function(t,e){var r=this.dimension,n=this.vertices.length-1,i=this.tuple,a=this.vertices,o=[t];for(t.lastVisited=-n;o.length&gt;0;){(t=o.pop()).vertices;for(var s=t.adjacent,l=0;l&lt;=r;++l){var u=s[l];if(u.boundary&amp;&amp;!(u.lastVisited&lt;=-n)){for(var c=u.vertices,f=0;f&lt;=r;++f){var h=c[f];i[f]=h&lt;0?e:a[h]}var d=this.orient();if(d&gt;0)return u;u.lastVisited=-n,0===d&amp;&amp;o.push(u)}}}return null},c.walk=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,a=this.tuple,o=e?this.interior.length*Math.random()|0:this.interior.length-1,s=this.interior[o];t:for(;!s.boundary;){for(var l=s.vertices,u=s.adjacent,c=0;c&lt;=n;++c)a[c]=i[l[c]];s.lastVisited=r;for(c=0;c&lt;=n;++c){var f=u[c];if(!(f.lastVisited&gt;=r)){var h=a[c];a[c]=t;var d=this.orient();if(a[c]=h,d&lt;0){s=f;continue t}f.boundary?f.lastVisited=-r:f.lastVisited=r}}return}return s},c.addPeaks=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,l=this.tuple,u=this.interior,c=this.simplices,f=[e];e.lastVisited=r,e.vertices[e.vertices.indexOf(-1)]=r,e.boundary=!1,u.push(e);for(var h=[];f.length&gt;0;){var d=(e=f.pop()).vertices,p=e.adjacent,g=d.indexOf(r);if(!(g&lt;0))for(var v=0;v&lt;=n;++v)if(v!==g){var m=p[v];if(m.boundary&amp;&amp;!(m.lastVisited&gt;=r)){var y=m.vertices;if(m.lastVisited!==-r){for(var b=0,x=0;x&lt;=n;++x)y[x]&lt;0?(b=x,l[x]=t):l[x]=i[y[x]];if(this.orient()&gt;0){y[b]=r,m.boundary=!1,u.push(m),f.push(m),m.lastVisited=r;continue}m.lastVisited=-r}var _=m.adjacent,w=d.slice(),A=p.slice(),M=new a(w,A,!0);c.push(M);var T=_.indexOf(e);if(!(T&lt;0)){_[T]=M,A[g]=m,w[v]=-1,A[v]=e,p[v]=M,M.flip();for(x=0;x&lt;=n;++x){var k=w[x];if(!(k&lt;0||k===r)){for(var E=new Array(n-1),L=0,S=0;S&lt;=n;++S){var C=w[S];C&lt;0||S===x||(E[L++]=C)}h.push(new o(E,M,x))}}}}}}h.sort(s);for(v=0;v+1&lt;h.length;v+=2){var O=h[v],R=h[v+1],P=O.index,z=R.index;P&lt;0||z&lt;0||(O.cell.adjacent[O.index]=R.cell,R.cell.adjacent[R.index]=O.cell)}},c.insert=function(t,e){var r=this.vertices;r.push(t);var n=this.walk(t,e);if(n){for(var i=this.dimension,a=this.tuple,o=0;o&lt;=i;++o){var s=n.vertices[o];a[o]=s&lt;0?t:r[s]}var l=this.orient(a);l&lt;0||(0!==l||(n=this.handleBoundaryDegeneracy(n,t)))&amp;&amp;this.addPeaks(t,n)}},c.boundary=function(){for(var t=this.dimension,e=[],r=this.simplices,n=r.length,i=0;i&lt;n;++i){var a=r[i];if(a.boundary){for(var o=new Array(t),s=a.vertices,l=0,u=0,c=0;c&lt;=t;++c)s[c]&gt;=0?o[l++]=s[c]:u=1&amp;c;if(u===(1&amp;t)){var f=o[0];o[0]=o[1],o[1]=f}e.push(o)}}return e}},{&quot;robust-orientation&quot;:322,&quot;simplicial-complex&quot;:332}],255:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;),i=0,a=1;function o(t,e,r,n,i){this.mid=t,this.left=e,this.right=r,this.leftPoints=n,this.rightPoints=i,this.count=(e?e.count:0)+(r?r.count:0)+n.length}e.exports=function(t){if(!t||0===t.length)return new b(null);return new b(y(t))};var s=o.prototype;function l(t,e){t.mid=e.mid,t.left=e.left,t.right=e.right,t.leftPoints=e.leftPoints,t.rightPoints=e.rightPoints,t.count=e.count}function u(t,e){var r=y(e);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function c(t,e){var r=t.intervals([]);r.push(e),u(t,r)}function f(t,e){var r=t.intervals([]),n=r.indexOf(e);return n&lt;0?i:(r.splice(n,1),u(t,r),a)}function h(t,e,r){for(var n=0;n&lt;t.length&amp;&amp;t[n][0]&lt;=e;++n){var i=r(t[n]);if(i)return i}}function d(t,e,r){for(var n=t.length-1;n&gt;=0&amp;&amp;t[n][1]&gt;=e;--n){var i=r(t[n]);if(i)return i}}function p(t,e){for(var r=0;r&lt;t.length;++r){var n=e(t[r]);if(n)return n}}function g(t,e){return t-e}function v(t,e){var r=t[0]-e[0];return r||t[1]-e[1]}function m(t,e){var r=t[1]-e[1];return r||t[0]-e[0]}function y(t){if(0===t.length)return null;for(var e=[],r=0;r&lt;t.length;++r)e.push(t[r][0],t[r][1]);e.sort(g);var n=e[e.length&gt;&gt;1],i=[],a=[],s=[];for(r=0;r&lt;t.length;++r){var l=t[r];l[1]&lt;n?i.push(l):n&lt;l[0]?a.push(l):s.push(l)}var u=s,c=s.slice();return u.sort(v),c.sort(m),new o(n,y(i),y(a),u,c)}function b(t){this.root=t}s.intervals=function(t){return t.push.apply(t,this.leftPoints),this.left&amp;&amp;this.left.intervals(t),this.right&amp;&amp;this.right.intervals(t),t},s.insert=function(t){var e=this.count-this.leftPoints.length;if(this.count+=1,t[1]&lt;this.mid)this.left?4*(this.left.count+1)&gt;3*(e+1)?c(this,t):this.left.insert(t):this.left=y([t]);else if(t[0]&gt;this.mid)this.right?4*(this.right.count+1)&gt;3*(e+1)?c(this,t):this.right.insert(t):this.right=y([t]);else{var r=n.ge(this.leftPoints,t,v),i=n.ge(this.rightPoints,t,m);this.leftPoints.splice(r,0,t),this.rightPoints.splice(i,0,t)}},s.remove=function(t){var e=this.count-this.leftPoints;if(t[1]&lt;this.mid)return this.left?4*(this.right?this.right.count:0)&gt;3*(e-1)?f(this,t):2===(u=this.left.remove(t))?(this.left=null,this.count-=1,a):(u===a&amp;&amp;(this.count-=1),u):i;if(t[0]&gt;this.mid)return this.right?4*(this.left?this.left.count:0)&gt;3*(e-1)?f(this,t):2===(u=this.right.remove(t))?(this.right=null,this.count-=1,a):(u===a&amp;&amp;(this.count-=1),u):i;if(1===this.count)return this.leftPoints[0]===t?2:i;if(1===this.leftPoints.length&amp;&amp;this.leftPoints[0]===t){if(this.left&amp;&amp;this.right){for(var r=this,o=this.left;o.right;)r=o,o=o.right;if(r===this)o.right=this.right;else{var s=this.left,u=this.right;r.count-=o.count,r.right=o.left,o.left=s,o.right=u}l(this,o),this.count=(this.left?this.left.count:0)+(this.right?this.right.count:0)+this.leftPoints.length}else this.left?l(this,this.left):l(this,this.right);return a}for(s=n.ge(this.leftPoints,t,v);s&lt;this.leftPoints.length&amp;&amp;this.leftPoints[s][0]===t[0];++s)if(this.leftPoints[s]===t){this.count-=1,this.leftPoints.splice(s,1);for(u=n.ge(this.rightPoints,t,m);u&lt;this.rightPoints.length&amp;&amp;this.rightPoints[u][1]===t[1];++u)if(this.rightPoints[u]===t)return this.rightPoints.splice(u,1),a}return i},s.queryPoint=function(t,e){if(t&lt;this.mid){if(this.left)if(r=this.left.queryPoint(t,e))return r;return h(this.leftPoints,t,e)}if(t&gt;this.mid){var r;if(this.right)if(r=this.right.queryPoint(t,e))return r;return d(this.rightPoints,t,e)}return p(this.leftPoints,e)},s.queryInterval=function(t,e,r){var n;if(t&lt;this.mid&amp;&amp;this.left&amp;&amp;(n=this.left.queryInterval(t,e,r)))return n;if(e&gt;this.mid&amp;&amp;this.right&amp;&amp;(n=this.right.queryInterval(t,e,r)))return n;return e&lt;this.mid?h(this.leftPoints,e,r):t&gt;this.mid?d(this.rightPoints,t,r):p(this.leftPoints,r)};var x=b.prototype;x.insert=function(t){this.root?this.root.insert(t):this.root=new o(t[0],null,null,[t],[t])},x.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&amp;&amp;(this.root=null),e!==i}return!1},x.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},x.queryInterval=function(t,e,r){if(t&lt;=e&amp;&amp;this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(x,&quot;count&quot;,{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(x,&quot;intervals&quot;,{get:function(){return this.root?this.root.intervals([]):[]}})},{&quot;binary-search-bounds&quot;:35}],256:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){e=e||new Array(t.length);for(var r=0;r&lt;t.length;++r)e[t[r]]=r;return e}},{}],257:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=new Array(t),r=0;r&lt;t;++r)e[r]=r;return e}},{}],258:[function(t,e,r){e.exports=!0},{}],259:[function(t,e,r){function n(t){return!!t.constructor&amp;&amp;&quot;function&quot;==typeof t.constructor.isBuffer&amp;&amp;t.constructor.isBuffer(t)}e.exports=function(t){return null!=t&amp;&amp;(n(t)||function(t){return&quot;function&quot;==typeof t.readFloatLE&amp;&amp;&quot;function&quot;==typeof t.slice&amp;&amp;n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],260:[function(t,e,r){&quot;use strict&quot;;e.exports=a,e.exports.isMobile=a;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;return e||&quot;undefined&quot;==typeof navigator||(e=navigator.userAgent),e&amp;&amp;e.headers&amp;&amp;&quot;string&quot;==typeof e.headers[&quot;user-agent&quot;]&amp;&amp;(e=e.headers[&quot;user-agent&quot;]),&quot;string&quot;==typeof e&amp;&amp;(t.tablet?i.test(e):n.test(e))}},{}],261:[function(t,e,r){&quot;use strict&quot;;var n=Object.prototype.toString;e.exports=function(t){var e;return&quot;[object Object]&quot;===n.call(t)&amp;&amp;(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],262:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e,r=t.length,n=0;n&lt;r;n++)if(((e=t.charCodeAt(n))&lt;9||e&gt;13)&amp;&amp;32!==e&amp;&amp;133!==e&amp;&amp;160!==e&amp;&amp;5760!==e&amp;&amp;6158!==e&amp;&amp;(e&lt;8192||e&gt;8205)&amp;&amp;8232!==e&amp;&amp;8233!==e&amp;&amp;8239!==e&amp;&amp;8287!==e&amp;&amp;8288!==e&amp;&amp;12288!==e&amp;&amp;65279!==e)return!1;return!0}},{}],263:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],264:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=1&lt;&lt;t+1,r=new Array(e),n=0;n&lt;e;++n)r[n]=a(t,n);return r};var n=t(&quot;convex-hull&quot;);function i(t,e,r){for(var n=new Array(t),i=0;i&lt;t;++i)n[i]=0,i===e&amp;&amp;(n[i]+=.5),i===r&amp;&amp;(n[i]+=.5);return n}function a(t,e){if(0===e||e===(1&lt;&lt;t+1)-1)return[];for(var r=[],a=[],o=0;o&lt;=t;++o)if(e&amp;1&lt;&lt;o){r.push(i(t,o-1,o-1)),a.push(null);for(var s=0;s&lt;=t;++s)~e&amp;1&lt;&lt;s&amp;&amp;(r.push(i(t,o-1,s-1)),a.push([o,s]))}var l=n(r),u=[];t:for(o=0;o&lt;l.length;++o){var c=l[o],f=[];for(s=0;s&lt;c.length;++s){if(!a[c[s]])continue t;f.push(a[c[s]].slice())}u.push(f)}return u}},{&quot;convex-hull&quot;:72}],265:[function(t,e,r){var n=t(&quot;./normalize&quot;),i=t(&quot;gl-mat4/create&quot;),a=t(&quot;gl-mat4/clone&quot;),o=t(&quot;gl-mat4/determinant&quot;),s=t(&quot;gl-mat4/invert&quot;),l=t(&quot;gl-mat4/transpose&quot;),u={length:t(&quot;gl-vec3/length&quot;),normalize:t(&quot;gl-vec3/normalize&quot;),dot:t(&quot;gl-vec3/dot&quot;),cross:t(&quot;gl-vec3/cross&quot;)},c=i(),f=i(),h=[0,0,0,0],d=[[0,0,0],[0,0,0],[0,0,0]],p=[0,0,0];function g(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,v,m){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),v||(v=[0,0,0,1]),m||(m=[0,0,0,1]),!n(c,t))return!1;if(a(f,c),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)&lt;1e-8))return!1;var y,b,x,_,w,A,M,T=c[3],k=c[7],E=c[11],L=c[12],S=c[13],C=c[14],O=c[15];if(0!==T||0!==k||0!==E){if(h[0]=T,h[1]=k,h[2]=E,h[3]=O,!s(f,f))return!1;l(f,f),y=v,x=f,_=(b=h)[0],w=b[1],A=b[2],M=b[3],y[0]=x[0]*_+x[4]*w+x[8]*A+x[12]*M,y[1]=x[1]*_+x[5]*w+x[9]*A+x[13]*M,y[2]=x[2]*_+x[6]*w+x[10]*A+x[14]*M,y[3]=x[3]*_+x[7]*w+x[11]*A+x[15]*M}else v[0]=v[1]=v[2]=0,v[3]=1;if(e[0]=L,e[1]=S,e[2]=C,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(d,c),r[0]=u.length(d[0]),u.normalize(d[0],d[0]),i[0]=u.dot(d[0],d[1]),g(d[1],d[1],d[0],1,-i[0]),r[1]=u.length(d[1]),u.normalize(d[1],d[1]),i[0]/=r[1],i[1]=u.dot(d[0],d[2]),g(d[2],d[2],d[0],1,-i[1]),i[2]=u.dot(d[1],d[2]),g(d[2],d[2],d[1],1,-i[2]),r[2]=u.length(d[2]),u.normalize(d[2],d[2]),i[1]/=r[2],i[2]/=r[2],u.cross(p,d[1],d[2]),u.dot(d[0],p)&lt;0)for(var R=0;R&lt;3;R++)r[R]*=-1,d[R][0]*=-1,d[R][1]*=-1,d[R][2]*=-1;return m[0]=.5*Math.sqrt(Math.max(1+d[0][0]-d[1][1]-d[2][2],0)),m[1]=.5*Math.sqrt(Math.max(1-d[0][0]+d[1][1]-d[2][2],0)),m[2]=.5*Math.sqrt(Math.max(1-d[0][0]-d[1][1]+d[2][2],0)),m[3]=.5*Math.sqrt(Math.max(1+d[0][0]+d[1][1]+d[2][2],0)),d[2][1]&gt;d[1][2]&amp;&amp;(m[0]=-m[0]),d[0][2]&gt;d[2][0]&amp;&amp;(m[1]=-m[1]),d[1][0]&gt;d[0][1]&amp;&amp;(m[2]=-m[2]),!0}},{&quot;./normalize&quot;:266,&quot;gl-mat4/clone&quot;:118,&quot;gl-mat4/create&quot;:119,&quot;gl-mat4/determinant&quot;:120,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/transpose&quot;:135,&quot;gl-vec3/cross&quot;:175,&quot;gl-vec3/dot&quot;:180,&quot;gl-vec3/length&quot;:190,&quot;gl-vec3/normalize&quot;:197}],266:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i&lt;16;i++)t[i]=e[i]*n;return!0}},{}],267:[function(t,e,r){var n=t(&quot;gl-vec3/lerp&quot;),i=t(&quot;mat4-recompose&quot;),a=t(&quot;mat4-decompose&quot;),o=t(&quot;gl-mat4/determinant&quot;),s=t(&quot;quat-slerp&quot;),l=f(),u=f(),c=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function h(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,f){if(0===o(e)||0===o(r))return!1;var h=a(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),d=a(r,u.translate,u.scale,u.skew,u.perspective,u.quaternion);return!(!h||!d||(n(c.translate,l.translate,u.translate,f),n(c.skew,l.skew,u.skew,f),n(c.scale,l.scale,u.scale,f),n(c.perspective,l.perspective,u.perspective,f),s(c.quaternion,l.quaternion,u.quaternion,f),i(t,c.translate,c.scale,c.skew,c.perspective,c.quaternion),0))}},{&quot;gl-mat4/determinant&quot;:120,&quot;gl-vec3/lerp&quot;:191,&quot;mat4-decompose&quot;:265,&quot;mat4-recompose&quot;:268,&quot;quat-slerp&quot;:309}],268:[function(t,e,r){var n={identity:t(&quot;gl-mat4/identity&quot;),translate:t(&quot;gl-mat4/translate&quot;),multiply:t(&quot;gl-mat4/multiply&quot;),create:t(&quot;gl-mat4/create&quot;),scale:t(&quot;gl-mat4/scale&quot;),fromRotationTranslation:t(&quot;gl-mat4/fromRotationTranslation&quot;)},i=(n.create(),n.create());e.exports=function(t,e,r,a,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&amp;&amp;(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&amp;&amp;(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&amp;&amp;(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{&quot;gl-mat4/create&quot;:119,&quot;gl-mat4/fromRotationTranslation&quot;:122,&quot;gl-mat4/identity&quot;:123,&quot;gl-mat4/multiply&quot;:126,&quot;gl-mat4/scale&quot;:133,&quot;gl-mat4/translate&quot;:134}],269:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;binary-search-bounds&quot;),i=t(&quot;mat4-interpolate&quot;),a=t(&quot;gl-mat4/invert&quot;),o=t(&quot;gl-mat4/rotateX&quot;),s=t(&quot;gl-mat4/rotateY&quot;),l=t(&quot;gl-mat4/rotateZ&quot;),u=t(&quot;gl-mat4/lookAt&quot;),c=t(&quot;gl-mat4/translate&quot;),f=(t(&quot;gl-mat4/scale&quot;),t(&quot;gl-vec3/normalize&quot;)),h=[0,0,0];function d(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new d((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var p=d.prototype;p.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r&lt;0)){var s=this._components;if(r===e.length-1)for(var l=16*r,u=0;u&lt;16;++u)o[u]=s[l++];else{var c=e[r+1]-e[r],h=(l=16*r,this.prevMatrix),d=!0;for(u=0;u&lt;16;++u)h[u]=s[l++];var p=this.nextMatrix;for(u=0;u&lt;16;++u)p[u]=s[l++],d=d&amp;&amp;h[u]===p[u];if(c&lt;1e-6||d)for(u=0;u&lt;16;++u)o[u]=h[u];else i(o,h,p,(t-e[r])/c)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],f(g,g);var v=this.computedInverse;a(v,o);var m=this.computedEye,y=v[15];m[0]=v[12]/y,m[1]=v[13]/y,m[2]=v[14]/y;var b=this.computedCenter,x=Math.exp(this.computedRadius[0]);for(u=0;u&lt;3;++u)b[u]=m[u]-o[2+4*u]*x}},p.idle=function(t){if(!(t&lt;this.lastT())){for(var e=this._components,r=e.length-16,n=0;n&lt;16;++n)e.push(e[r++]);this._time.push(t)}},p.flush=function(t){var e=n.gt(this._time,t)-2;e&lt;0||(this._time.splice(0,e),this._components.splice(0,16*e))},p.lastT=function(){return this._time[this._time.length-1]},p.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||h,n=n||this.computedUp,this.setMatrix(t,u(this.computedMatrix,e,r,n));for(var i=0,a=0;a&lt;3;++a)i+=Math.pow(r[a]-e[a],2);i=Math.log(Math.sqrt(i)),this.computedRadius[0]=i},p.rotate=function(t,e,r,n){this.recalcMatrix(t);var i=this.computedInverse;e&amp;&amp;s(i,i,e),r&amp;&amp;o(i,i,r),n&amp;&amp;l(i,i,n),this.setMatrix(t,a(this.computedMatrix,i))};var g=[0,0,0];p.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var i=this.computedInverse;c(i,i,g),this.setMatrix(t,a(i,i))},p.translate=function(t,e,r,n){g[0]=e||0,g[1]=r||0,g[2]=n||0,this.recalcMatrix(t);var i=this.computedMatrix;c(i,i,g),this.setMatrix(t,i)},p.setMatrix=function(t,e){if(!(t&lt;this.lastT())){this._time.push(t);for(var r=0;r&lt;16;++r)this._components.push(e[r])}},p.setDistance=function(t,e){this.computedRadius[0]=e},p.setDistanceLimits=function(t,e){var r=this._limits;r[0]=t,r[1]=e},p.getDistanceLimits=function(t){var e=this._limits;return t?(t[0]=e[0],t[1]=e[1],t):e}},{&quot;binary-search-bounds&quot;:35,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/lookAt&quot;:125,&quot;gl-mat4/rotateX&quot;:130,&quot;gl-mat4/rotateY&quot;:131,&quot;gl-mat4/rotateZ&quot;:132,&quot;gl-mat4/scale&quot;:133,&quot;gl-mat4/translate&quot;:134,&quot;gl-vec3/normalize&quot;:197,&quot;mat4-interpolate&quot;:267}],270:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(e&lt;3){for(var r=new Array(e),i=0;i&lt;e;++i)r[i]=i;return 2===e&amp;&amp;t[0][0]===t[1][0]&amp;&amp;t[0][1]===t[1][1]?[0]:r}for(var a=new Array(e),i=0;i&lt;e;++i)a[i]=i;a.sort(function(e,r){var n=t[e][0]-t[r][0];return n||t[e][1]-t[r][1]});for(var o=[a[0],a[1]],s=[a[0],a[1]],i=2;i&lt;e;++i){for(var l=a[i],u=t[l],c=o.length;c&gt;1&amp;&amp;n(t[o[c-2]],t[o[c-1]],u)&lt;=0;)c-=1,o.pop();for(o.push(l),c=s.length;c&gt;1&amp;&amp;n(t[s[c-2]],t[s[c-1]],u)&gt;=0;)c-=1,s.pop();s.push(l)}for(var r=new Array(s.length+o.length-2),f=0,i=0,h=o.length;i&lt;h;++i)r[f++]=o[i];for(var d=s.length-2;d&gt;0;--d)r[f++]=s[d];return r};var n=t(&quot;robust-orientation&quot;)[3]},{&quot;robust-orientation&quot;:322}],271:[function(t,e,r){&quot;use strict&quot;;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&quot;altKey&quot;in t&amp;&amp;(e=e||t.altKey!==o.alt,o.alt=!!t.altKey),&quot;shiftKey&quot;in t&amp;&amp;(e=e||t.shiftKey!==o.shift,o.shift=!!t.shiftKey),&quot;ctrlKey&quot;in t&amp;&amp;(e=e||t.ctrlKey!==o.control,o.control=!!t.ctrlKey),&quot;metaKey&quot;in t&amp;&amp;(e=e||t.metaKey!==o.meta,o.meta=!!t.metaKey),e}function u(t,s){var u=n.x(s),c=n.y(s);&quot;buttons&quot;in s&amp;&amp;(t=0|s.buttons),(t!==r||u!==i||c!==a||l(s))&amp;&amp;(r=0|t,i=u||0,a=c||0,e&amp;&amp;e(r,i,a,o))}function c(t){u(0,t)}function f(){(r||i||a||o.shift||o.alt||o.meta||o.control)&amp;&amp;(i=a=0,r=0,o.shift=o.alt=o.control=o.meta=!1,e&amp;&amp;e(0,0,0,o))}function h(t){l(t)&amp;&amp;e&amp;&amp;e(r,i,a,o)}function d(t){0===n.buttons(t)?u(0,t):u(r,t)}function p(t){u(r|n.buttons(t),t)}function g(t){u(r&amp;~n.buttons(t),t)}function v(){s||(s=!0,t.addEventListener(&quot;mousemove&quot;,d),t.addEventListener(&quot;mousedown&quot;,p),t.addEventListener(&quot;mouseup&quot;,g),t.addEventListener(&quot;mouseleave&quot;,c),t.addEventListener(&quot;mouseenter&quot;,c),t.addEventListener(&quot;mouseout&quot;,c),t.addEventListener(&quot;mouseover&quot;,c),t.addEventListener(&quot;blur&quot;,f),t.addEventListener(&quot;keyup&quot;,h),t.addEventListener(&quot;keydown&quot;,h),t.addEventListener(&quot;keypress&quot;,h),t!==window&amp;&amp;(window.addEventListener(&quot;blur&quot;,f),window.addEventListener(&quot;keyup&quot;,h),window.addEventListener(&quot;keydown&quot;,h),window.addEventListener(&quot;keypress&quot;,h)))}v();var m={element:t};return Object.defineProperties(m,{enabled:{get:function(){return s},set:function(e){e?v():s&amp;&amp;(s=!1,t.removeEventListener(&quot;mousemove&quot;,d),t.removeEventListener(&quot;mousedown&quot;,p),t.removeEventListener(&quot;mouseup&quot;,g),t.removeEventListener(&quot;mouseleave&quot;,c),t.removeEventListener(&quot;mouseenter&quot;,c),t.removeEventListener(&quot;mouseout&quot;,c),t.removeEventListener(&quot;mouseover&quot;,c),t.removeEventListener(&quot;blur&quot;,f),t.removeEventListener(&quot;keyup&quot;,h),t.removeEventListener(&quot;keydown&quot;,h),t.removeEventListener(&quot;keypress&quot;,h),t!==window&amp;&amp;(window.removeEventListener(&quot;blur&quot;,f),window.removeEventListener(&quot;keyup&quot;,h),window.removeEventListener(&quot;keydown&quot;,h),window.removeEventListener(&quot;keypress&quot;,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}}),m};var n=t(&quot;mouse-event&quot;)},{&quot;mouse-event&quot;:273}],272:[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}},{}],273:[function(t,e,r){&quot;use strict&quot;;function n(t){return t.target||t.srcElement||window}r.buttons=function(t){if(&quot;object&quot;==typeof t){if(&quot;buttons&quot;in t)return t.buttons;if(&quot;which&quot;in t){if(2===(e=t.which))return 4;if(3===e)return 2;if(e&gt;0)return 1&lt;&lt;e-1}else if(&quot;button&quot;in t){var e;if(1===(e=t.button))return 4;if(2===e)return 2;if(e&gt;=0)return 1&lt;&lt;e}}return 0},r.element=n,r.x=function(t){if(&quot;object&quot;==typeof t){if(&quot;offsetX&quot;in t)return t.offsetX;var e=n(t).getBoundingClientRect();return t.clientX-e.left}return 0},r.y=function(t){if(&quot;object&quot;==typeof t){if(&quot;offsetY&quot;in t)return t.offsetY;var e=n(t).getBoundingClientRect();return t.clientY-e.top}return 0}},{}],274:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;to-px&quot;);e.exports=function(t,e,r){&quot;function&quot;==typeof t&amp;&amp;(r=!!e,e=t,t=window);var i=n(&quot;ex&quot;,t),a=function(t){r&amp;&amp;t.preventDefault();var n=t.deltaX||0,a=t.deltaY||0,o=t.deltaZ||0,s=t.deltaMode,l=1;switch(s){case 1:l=i;break;case 2:l=window.innerHeight}if(a*=l,o*=l,(n*=l)||a||o)return e(n,a,o,t)};return t.addEventListener(&quot;wheel&quot;,a),a}},{&quot;to-px&quot;:343}],275:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;);function i(t){return&quot;a&quot;+t}function a(t){return&quot;d&quot;+t}function o(t,e){return&quot;c&quot;+t+&quot;_&quot;+e}function s(t){return&quot;s&quot;+t}function l(t,e){return&quot;t&quot;+t+&quot;_&quot;+e}function u(t){return&quot;o&quot;+t}function c(t){return&quot;x&quot;+t}function f(t){return&quot;p&quot;+t}function h(t,e){return&quot;d&quot;+t+&quot;_&quot;+e}function d(t){return&quot;i&quot;+t}function p(t,e){return&quot;u&quot;+t+&quot;_&quot;+e}function g(t){return&quot;b&quot;+t}function v(t){return&quot;y&quot;+t}function m(t){return&quot;e&quot;+t}function y(t){return&quot;v&quot;+t}e.exports=function(t){function e(t){throw new Error(&quot;ndarray-extract-contour: &quot;+t)}&quot;object&quot;!=typeof t&amp;&amp;e(&quot;Must specify arguments&quot;);var r=t.order;Array.isArray(r)||e(&quot;Must specify order&quot;);var k=t.arrayArguments||1;k&lt;1&amp;&amp;e(&quot;Must have at least one array argument&quot;);var E=t.scalarArguments||0;E&lt;0&amp;&amp;e(&quot;Scalar arg count must be &gt; 0&quot;);&quot;function&quot;!=typeof t.vertex&amp;&amp;e(&quot;Must specify vertex creation function&quot;);&quot;function&quot;!=typeof t.cell&amp;&amp;e(&quot;Must specify cell creation function&quot;);&quot;function&quot;!=typeof t.phase&amp;&amp;e(&quot;Must specify phase function&quot;);for(var L=t.getters||[],S=new Array(k),C=0;C&lt;k;++C)L.indexOf(C)&gt;=0?S[C]=!0:S[C]=!1;return function(t,e,r,k,E,L){var S=L.length,C=E.length;if(C&lt;2)throw new Error(&quot;ndarray-extract-contour: Dimension must be at least 2&quot;);for(var O=&quot;extractContour&quot;+E.join(&quot;_&quot;),R=[],P=[],z=[],I=0;I&lt;S;++I)z.push(i(I));for(var I=0;I&lt;k;++I)z.push(c(I));for(var I=0;I&lt;C;++I)P.push(s(I)+&quot;=&quot;+i(0)+&quot;.shape[&quot;+I+&quot;]|0&quot;);for(var I=0;I&lt;S;++I){P.push(a(I)+&quot;=&quot;+i(I)+&quot;.data&quot;,u(I)+&quot;=&quot;+i(I)+&quot;.offset|0&quot;);for(var N=0;N&lt;C;++N)P.push(l(I,N)+&quot;=&quot;+i(I)+&quot;.stride[&quot;+N+&quot;]|0&quot;)}for(var I=0;I&lt;S;++I){P.push(f(I)+&quot;=&quot;+u(I)),P.push(o(I,0));for(var N=1;N&lt;1&lt;&lt;C;++N){for(var D=[],F=0;F&lt;C;++F)N&amp;1&lt;&lt;F&amp;&amp;D.push(&quot;-&quot;+l(I,F));P.push(h(I,N)+&quot;=(&quot;+D.join(&quot;&quot;)+&quot;)|0&quot;),P.push(o(I,N)+&quot;=0&quot;)}}for(var I=0;I&lt;S;++I)for(var N=0;N&lt;C;++N){var j=[l(I,E[N])];N&gt;0&amp;&amp;j.push(l(I,E[N-1])+&quot;*&quot;+s(E[N-1])),P.push(p(I,E[N])+&quot;=(&quot;+j.join(&quot;-&quot;)+&quot;)|0&quot;)}for(var I=0;I&lt;C;++I)P.push(d(I)+&quot;=0&quot;);P.push(_+&quot;=0&quot;);for(var B=[&quot;2&quot;],I=C-2;I&gt;=0;--I)B.push(s(E[I]));P.push(w+&quot;=(&quot;+B.join(&quot;*&quot;)+&quot;)|0&quot;,x+&quot;=mallocUint32(&quot;+w+&quot;)&quot;,b+&quot;=mallocUint32(&quot;+w+&quot;)&quot;,A+&quot;=0&quot;),P.push(g(0)+&quot;=0&quot;);for(var N=1;N&lt;1&lt;&lt;C;++N){for(var U=[],V=[],F=0;F&lt;C;++F)N&amp;1&lt;&lt;F&amp;&amp;(0===V.length?U.push(&quot;1&quot;):U.unshift(V.join(&quot;*&quot;))),V.push(s(E[F]));var H=&quot;&quot;;U[0].indexOf(s(E[C-2]))&lt;0&amp;&amp;(H=&quot;-&quot;);var q=T(C,N,E);P.push(m(q)+&quot;=(-&quot;+U.join(&quot;-&quot;)+&quot;)|0&quot;,v(q)+&quot;=(&quot;+H+U.join(&quot;-&quot;)+&quot;)|0&quot;,g(q)+&quot;=0&quot;)}function G(t,e){R.push(&quot;for(&quot;,d(E[t]),&quot;=&quot;,e,&quot;;&quot;,d(E[t]),&quot;&lt;&quot;,s(E[t]),&quot;;&quot;,&quot;++&quot;,d(E[t]),&quot;){&quot;)}function X(t){for(var e=0;e&lt;S;++e)R.push(f(e),&quot;+=&quot;,p(e,E[t]),&quot;;&quot;);R.push(&quot;}&quot;)}function W(){for(var t=1;t&lt;1&lt;&lt;C;++t)R.push(M,&quot;=&quot;,m(t),&quot;;&quot;,m(t),&quot;=&quot;,v(t),&quot;;&quot;,v(t),&quot;=&quot;,M,&quot;;&quot;)}P.push(y(0)+&quot;=0&quot;,M+&quot;=0&quot;),function t(e,r){if(e&lt;0)return void function(t){for(var e=0;e&lt;S;++e)L[e]?R.push(o(e,0),&quot;=&quot;,a(e),&quot;.get(&quot;,f(e),&quot;);&quot;):R.push(o(e,0),&quot;=&quot;,a(e),&quot;[&quot;,f(e),&quot;];&quot;);for(var r=[],e=0;e&lt;S;++e)r.push(o(e,0));for(var e=0;e&lt;k;++e)r.push(c(e));R.push(g(0),&quot;=&quot;,x,&quot;[&quot;,A,&quot;]=phase(&quot;,r.join(),&quot;);&quot;);for(var n=1;n&lt;1&lt;&lt;C;++n)R.push(g(n),&quot;=&quot;,x,&quot;[&quot;,A,&quot;+&quot;,m(n),&quot;];&quot;);for(var i=[],n=1;n&lt;1&lt;&lt;C;++n)i.push(&quot;(&quot;+g(0)+&quot;!==&quot;+g(n)+&quot;)&quot;);R.push(&quot;if(&quot;,i.join(&quot;||&quot;),&quot;){&quot;);for(var s=[],e=0;e&lt;C;++e)s.push(d(e));for(var e=0;e&lt;S;++e){s.push(o(e,0));for(var n=1;n&lt;1&lt;&lt;C;++n)L[e]?R.push(o(e,n),&quot;=&quot;,a(e),&quot;.get(&quot;,f(e),&quot;+&quot;,h(e,n),&quot;);&quot;):R.push(o(e,n),&quot;=&quot;,a(e),&quot;[&quot;,f(e),&quot;+&quot;,h(e,n),&quot;];&quot;),s.push(o(e,n))}for(var e=0;e&lt;1&lt;&lt;C;++e)s.push(g(e));for(var e=0;e&lt;k;++e)s.push(c(e));R.push(&quot;vertex(&quot;,s.join(),&quot;);&quot;,y(0),&quot;=&quot;,b,&quot;[&quot;,A,&quot;]=&quot;,_,&quot;++;&quot;);for(var l=(1&lt;&lt;C)-1,u=g(l),n=0;n&lt;C;++n)if(0==(t&amp;~(1&lt;&lt;n))){for(var p=l^1&lt;&lt;n,v=g(p),w=[],M=p;M&gt;0;M=M-1&amp;p)w.push(b+&quot;[&quot;+A+&quot;+&quot;+m(M)+&quot;]&quot;);w.push(y(0));for(var M=0;M&lt;S;++M)1&amp;n?w.push(o(M,l),o(M,p)):w.push(o(M,p),o(M,l));1&amp;n?w.push(u,v):w.push(v,u);for(var M=0;M&lt;k;++M)w.push(c(M));R.push(&quot;if(&quot;,u,&quot;!==&quot;,v,&quot;){&quot;,&quot;face(&quot;,w.join(),&quot;)}&quot;)}R.push(&quot;}&quot;,A,&quot;+=1;&quot;)}(r);!function(t){for(var e=t-1;e&gt;=0;--e)G(e,0);for(var r=[],e=0;e&lt;S;++e)L[e]?r.push(a(e)+&quot;.get(&quot;+f(e)+&quot;)&quot;):r.push(a(e)+&quot;[&quot;+f(e)+&quot;]&quot;);for(var e=0;e&lt;k;++e)r.push(c(e));R.push(x,&quot;[&quot;,A,&quot;++]=phase(&quot;,r.join(),&quot;);&quot;);for(var e=0;e&lt;t;++e)X(e);for(var n=0;n&lt;S;++n)R.push(f(n),&quot;+=&quot;,p(n,E[t]),&quot;;&quot;)}(e);R.push(&quot;if(&quot;,s(E[e]),&quot;&gt;0){&quot;,d(E[e]),&quot;=1;&quot;);t(e-1,r|1&lt;&lt;E[e]);for(var n=0;n&lt;S;++n)R.push(f(n),&quot;+=&quot;,p(n,E[e]),&quot;;&quot;);e===C-1&amp;&amp;(R.push(A,&quot;=0;&quot;),W());G(e,2);t(e-1,r);e===C-1&amp;&amp;(R.push(&quot;if(&quot;,d(E[C-1]),&quot;&amp;1){&quot;,A,&quot;=0;}&quot;),W());X(e);R.push(&quot;}&quot;)}(C-1,0),R.push(&quot;freeUint32(&quot;,b,&quot;);freeUint32(&quot;,x,&quot;);&quot;);var Y=[&quot;&#x27;use strict&#x27;;&quot;,&quot;function &quot;,O,&quot;(&quot;,z.join(),&quot;){&quot;,&quot;var &quot;,P.join(),&quot;;&quot;,R.join(&quot;&quot;),&quot;}&quot;,&quot;return &quot;,O].join(&quot;&quot;);return new Function(&quot;vertex&quot;,&quot;face&quot;,&quot;phase&quot;,&quot;mallocUint32&quot;,&quot;freeUint32&quot;,Y)(t,e,r,n.mallocUint32,n.freeUint32)}(t.vertex,t.cell,t.phase,E,r,S)};var b=&quot;V&quot;,x=&quot;P&quot;,_=&quot;N&quot;,w=&quot;Q&quot;,A=&quot;X&quot;,M=&quot;T&quot;;function T(t,e,r){for(var n=0,i=0;i&lt;t;++i)e&amp;1&lt;&lt;i&amp;&amp;(n|=1&lt;&lt;r[i]);return n}},{&quot;typedarray-pool&quot;:348}],276:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;],pre:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},body:{body:&quot;{_inline_37_arg1_=_inline_37_arg2_.apply(void 0,_inline_37_arg0_)}&quot;,args:[{name:&quot;_inline_37_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_37_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_37_arg2_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;cwise&quot;,blockSize:64});e.exports=function(t,e){return n(t,e),t}},{&quot;cwise/lib/wrapper&quot;:80}],277:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){if(Array.isArray(r)){if(r.length!==e.dimension)throw new Error(&quot;ndarray-gradient: invalid boundary conditions&quot;)}else r=n(e.dimension,&quot;string&quot;==typeof r?r:&quot;clamp&quot;);if(t.dimension!==e.dimension+1)throw new Error(&quot;ndarray-gradient: output dimension must be +1 input dimension&quot;);if(t.shape[e.dimension]!==e.dimension)throw new Error(&quot;ndarray-gradient: output shape must match input shape&quot;);for(var i=0;i&lt;e.dimension;++i)if(t.shape[i]!==e.shape[i])throw new Error(&quot;ndarray-gradient: shape mismatch&quot;);if(0===e.size)return t;if(e.dimension&lt;=0)return t.set(0),t;return function(t){var e=t.join();if(m=o[e])return m;var r=t.length,n=[&quot;function gradient(dst,src){var s=src.shape.slice();&quot;];function i(e){for(var i=r-e.length,a=[],o=[],s=[],l=0;l&lt;r;++l)e.indexOf(l+1)&gt;=0?s.push(&quot;0&quot;):e.indexOf(-(l+1))&gt;=0?s.push(&quot;s[&quot;+l+&quot;]-1&quot;):(s.push(&quot;-1&quot;),a.push(&quot;1&quot;),o.push(&quot;s[&quot;+l+&quot;]-2&quot;));var u=&quot;.lo(&quot;+a.join()+&quot;).hi(&quot;+o.join()+&quot;)&quot;;if(0===a.length&amp;&amp;(u=&quot;&quot;),i&gt;0){n.push(&quot;if(1&quot;);for(var l=0;l&lt;r;++l)e.indexOf(l+1)&gt;=0||e.indexOf(-(l+1))&gt;=0||n.push(&quot;&amp;&amp;s[&quot;,l,&quot;]&gt;2&quot;);n.push(&quot;){grad&quot;,i,&quot;(src.pick(&quot;,s.join(),&quot;)&quot;,u);for(var l=0;l&lt;r;++l)e.indexOf(l+1)&gt;=0||e.indexOf(-(l+1))&gt;=0||n.push(&quot;,dst.pick(&quot;,s.join(),&quot;,&quot;,l,&quot;)&quot;,u);n.push(&quot;);&quot;)}for(var l=0;l&lt;e.length;++l){var c=Math.abs(e[l])-1,f=&quot;dst.pick(&quot;+s.join()+&quot;,&quot;+c+&quot;)&quot;+u;switch(t[c]){case&quot;clamp&quot;:var h=s.slice(),d=s.slice();e[l]&lt;0?h[c]=&quot;s[&quot;+c+&quot;]-2&quot;:d[c]=&quot;1&quot;,0===i?n.push(&quot;if(s[&quot;,c,&quot;]&gt;1){dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0.5*(src.get(&quot;,h.join(),&quot;)-src.get(&quot;,d.join(),&quot;)))}else{dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0)};&quot;):n.push(&quot;if(s[&quot;,c,&quot;]&gt;1){diff(&quot;,f,&quot;,src.pick(&quot;,h.join(),&quot;)&quot;,u,&quot;,src.pick(&quot;,d.join(),&quot;)&quot;,u,&quot;);}else{zero(&quot;,f,&quot;);};&quot;);break;case&quot;mirror&quot;:0===i?n.push(&quot;dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0);&quot;):n.push(&quot;zero(&quot;,f,&quot;);&quot;);break;case&quot;wrap&quot;:var p=s.slice(),g=s.slice();e[l]&lt;0?(p[c]=&quot;s[&quot;+c+&quot;]-2&quot;,g[c]=&quot;0&quot;):(p[c]=&quot;s[&quot;+c+&quot;]-1&quot;,g[c]=&quot;1&quot;),0===i?n.push(&quot;if(s[&quot;,c,&quot;]&gt;2){dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0.5*(src.get(&quot;,p.join(),&quot;)-src.get(&quot;,g.join(),&quot;)))}else{dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0)};&quot;):n.push(&quot;if(s[&quot;,c,&quot;]&gt;2){diff(&quot;,f,&quot;,src.pick(&quot;,p.join(),&quot;)&quot;,u,&quot;,src.pick(&quot;,g.join(),&quot;)&quot;,u,&quot;);}else{zero(&quot;,f,&quot;);};&quot;);break;default:throw new Error(&quot;ndarray-gradient: Invalid boundary condition&quot;)}}i&gt;0&amp;&amp;n.push(&quot;};&quot;)}for(var s=0;s&lt;1&lt;&lt;r;++s){for(var f=[],h=0;h&lt;r;++h)s&amp;1&lt;&lt;h&amp;&amp;f.push(h+1);for(var d=0;d&lt;1&lt;&lt;f.length;++d){for(var p=f.slice(),h=0;h&lt;f.length;++h)d&amp;1&lt;&lt;h&amp;&amp;(p[h]=-p[h]);i(p)}}n.push(&quot;return dst;};return gradient&quot;);for(var g=[&quot;diff&quot;,&quot;zero&quot;],v=[l,u],s=1;s&lt;=r;++s)g.push(&quot;grad&quot;+s),v.push(c(s));g.push(n.join(&quot;&quot;));var m=Function.apply(void 0,g).apply(void 0,v);return a[e]=m,m}(r)(t,e)};var n=t(&quot;dup&quot;),i=t(&quot;cwise-compiler&quot;),a={},o={},s={body:&quot;&quot;,args:[],thisVars:[],localVars:[]},l=i({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:s,post:s,body:{args:[{name:&quot;out&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;left&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;right&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;out=0.5*(left-right)&quot;,thisVars:[],localVars:[]},funcName:&quot;cdiff&quot;}),u=i({args:[&quot;array&quot;],pre:s,post:s,body:{args:[{name:&quot;out&quot;,lvalue:!0,rvalue:!1,count:1}],body:&quot;out=0&quot;,thisVars:[],localVars:[]},funcName:&quot;zero&quot;});function c(t){if(t in a)return a[t];for(var e=[],r=0;r&lt;t;++r)e.push(&quot;out&quot;,r,&quot;s=0.5*(inp&quot;,r,&quot;l-inp&quot;,r,&quot;r);&quot;);var o=[&quot;array&quot;],l=[&quot;junk&quot;];for(r=0;r&lt;t;++r){o.push(&quot;array&quot;),l.push(&quot;out&quot;+r+&quot;s&quot;);var u=n(t);u[r]=-1,o.push({array:0,offset:u.slice()}),u[r]=1,o.push({array:0,offset:u.slice()}),l.push(&quot;inp&quot;+r+&quot;l&quot;,&quot;inp&quot;+r+&quot;r&quot;)}return a[t]=i({args:o,pre:s,post:s,body:{body:e.join(&quot;&quot;),args:l.map(function(t){return{name:t,lvalue:0===t.indexOf(&quot;out&quot;),rvalue:0===t.indexOf(&quot;inp&quot;),count:&quot;junk&quot;!==t|0}}),thisVars:[],localVars:[]},funcName:&quot;fdTemplate&quot;+t})}},{&quot;cwise-compiler&quot;:77,dup:86}],278:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray-warp&quot;),i=t(&quot;gl-matrix-invert&quot;);e.exports=function(t,e,r){var a=e.dimension,o=i([],r);return n(t,e,function(t,e){for(var r=0;r&lt;a;++r){t[r]=o[(a+1)*a+r];for(var n=0;n&lt;a;++n)t[r]+=o[(a+1)*n+r]*e[n]}var i=o[(a+1)*(a+1)-1];for(n=0;n&lt;a;++n)i+=o[(a+1)*n+a]*e[n];var s=1/i;for(r=0;r&lt;a;++r)t[r]*=s;return t}),t}},{&quot;gl-matrix-invert&quot;:136,&quot;ndarray-warp&quot;:285}],279:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r=Math.floor(e),n=e-r,i=0&lt;=r&amp;&amp;r&lt;t.shape[0],a=0&lt;=r+1&amp;&amp;r+1&lt;t.shape[0];return(1-n)*(i?+t.get(r):0)+n*(a?+t.get(r+1):0)}function i(t,e,r){var n=Math.floor(e),i=e-n,a=0&lt;=n&amp;&amp;n&lt;t.shape[0],o=0&lt;=n+1&amp;&amp;n+1&lt;t.shape[0],s=Math.floor(r),l=r-s,u=0&lt;=s&amp;&amp;s&lt;t.shape[1],c=0&lt;=s+1&amp;&amp;s+1&lt;t.shape[1],f=a&amp;&amp;u?t.get(n,s):0,h=a&amp;&amp;c?t.get(n,s+1):0;return(1-l)*((1-i)*f+i*(o&amp;&amp;u?t.get(n+1,s):0))+l*((1-i)*h+i*(o&amp;&amp;c?t.get(n+1,s+1):0))}function a(t,e,r,n){var i=Math.floor(e),a=e-i,o=0&lt;=i&amp;&amp;i&lt;t.shape[0],s=0&lt;=i+1&amp;&amp;i+1&lt;t.shape[0],l=Math.floor(r),u=r-l,c=0&lt;=l&amp;&amp;l&lt;t.shape[1],f=0&lt;=l+1&amp;&amp;l+1&lt;t.shape[1],h=Math.floor(n),d=n-h,p=0&lt;=h&amp;&amp;h&lt;t.shape[2],g=0&lt;=h+1&amp;&amp;h+1&lt;t.shape[2],v=o&amp;&amp;c&amp;&amp;p?t.get(i,l,h):0,m=o&amp;&amp;f&amp;&amp;p?t.get(i,l+1,h):0,y=s&amp;&amp;c&amp;&amp;p?t.get(i+1,l,h):0,b=s&amp;&amp;f&amp;&amp;p?t.get(i+1,l+1,h):0,x=o&amp;&amp;c&amp;&amp;g?t.get(i,l,h+1):0,_=o&amp;&amp;f&amp;&amp;g?t.get(i,l+1,h+1):0;return(1-d)*((1-u)*((1-a)*v+a*y)+u*((1-a)*m+a*b))+d*((1-u)*((1-a)*x+a*(s&amp;&amp;c&amp;&amp;g?t.get(i+1,l,h+1):0))+u*((1-a)*_+a*(s&amp;&amp;f&amp;&amp;g?t.get(i+1,l+1,h+1):0)))}e.exports=function(t,e,r,o){switch(t.shape.length){case 0:return 0;case 1:return n(t,e);case 2:return i(t,e,r);case 3:return a(t,e,r,o);default:return function(t){var e,r,n=0|t.shape.length,i=new Array(n),a=new Array(n),o=new Array(n),s=new Array(n);for(e=0;e&lt;n;++e)r=+arguments[e+1],i[e]=Math.floor(r),a[e]=r-i[e],o[e]=0&lt;=i[e]&amp;&amp;i[e]&lt;t.shape[e],s[e]=0&lt;=i[e]+1&amp;&amp;i[e]+1&lt;t.shape[e];var l,u,c,f=0;t:for(e=0;e&lt;1&lt;&lt;n;++e){for(u=1,c=t.offset,l=0;l&lt;n;++l)if(e&amp;1&lt;&lt;l){if(!s[l])continue t;u*=a[l],c+=t.stride[l]*(i[l]+1)}else{if(!o[l])continue t;u*=1-a[l],c+=t.stride[l]*i[l]}f+=u*t.data[c]}return f}.apply(void 0,arguments)}},e.exports.d1=n,e.exports.d2=i,e.exports.d3=a},{}],280:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;cwise-compiler&quot;),i={body:&quot;&quot;,args:[],thisVars:[],localVars:[]};function a(t){if(!t)return i;for(var e=0;e&lt;t.args.length;++e){var r=t.args[e];t.args[e]=0===e?{name:r,lvalue:!0,rvalue:!!t.rvalue,count:t.count||1}:{name:r,lvalue:!1,rvalue:!0,count:1}}return t.thisVars||(t.thisVars=[]),t.localVars||(t.localVars=[]),t}function o(t){for(var e=[],r=0;r&lt;t.args.length;++r)e.push(&quot;a&quot;+r);return new Function(&quot;P&quot;,[&quot;return function &quot;,t.funcName,&quot;_ndarrayops(&quot;,e.join(&quot;,&quot;),&quot;) {P(&quot;,e.join(&quot;,&quot;),&quot;);return a0}&quot;].join(&quot;&quot;))(function(t){return n({args:t.args,pre:a(t.pre),body:a(t.body),post:a(t.proc),funcName:t.funcName})}(t))}var s={add:&quot;+&quot;,sub:&quot;-&quot;,mul:&quot;*&quot;,div:&quot;/&quot;,mod:&quot;%&quot;,band:&quot;&amp;&quot;,bor:&quot;|&quot;,bxor:&quot;^&quot;,lshift:&quot;&lt;&lt;&quot;,rshift:&quot;&gt;&gt;&quot;,rrshift:&quot;&gt;&gt;&gt;&quot;};!function(){for(var t in s){var e=s[t];r[t]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=b&quot;+e+&quot;c&quot;},funcName:t}),r[t+&quot;eq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a&quot;+e+&quot;=b&quot;},rvalue:!0,funcName:t+&quot;eq&quot;}),r[t+&quot;s&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;s&quot;],body:&quot;a=b&quot;+e+&quot;s&quot;},funcName:t+&quot;s&quot;}),r[t+&quot;seq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;s&quot;],body:&quot;a&quot;+e+&quot;=s&quot;},rvalue:!0,funcName:t+&quot;seq&quot;})}}();var l={not:&quot;!&quot;,bnot:&quot;~&quot;,neg:&quot;-&quot;,recip:&quot;1.0/&quot;};!function(){for(var t in l){var e=l[t];r[t]=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=&quot;+e+&quot;b&quot;},funcName:t}),r[t+&quot;eq&quot;]=o({args:[&quot;array&quot;],body:{args:[&quot;a&quot;],body:&quot;a=&quot;+e+&quot;a&quot;},rvalue:!0,count:2,funcName:t+&quot;eq&quot;})}}();var u={and:&quot;&amp;&amp;&quot;,or:&quot;||&quot;,eq:&quot;===&quot;,neq:&quot;!==&quot;,lt:&quot;&lt;&quot;,gt:&quot;&gt;&quot;,leq:&quot;&lt;=&quot;,geq:&quot;&gt;=&quot;};!function(){for(var t in u){var e=u[t];r[t]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=b&quot;+e+&quot;c&quot;},funcName:t}),r[t+&quot;s&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;s&quot;],body:&quot;a=b&quot;+e+&quot;s&quot;},funcName:t+&quot;s&quot;}),r[t+&quot;eq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=a&quot;+e+&quot;b&quot;},rvalue:!0,count:2,funcName:t+&quot;eq&quot;}),r[t+&quot;seq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;s&quot;],body:&quot;a=a&quot;+e+&quot;s&quot;},rvalue:!0,count:2,funcName:t+&quot;seq&quot;})}}();var c=[&quot;abs&quot;,&quot;acos&quot;,&quot;asin&quot;,&quot;atan&quot;,&quot;ceil&quot;,&quot;cos&quot;,&quot;exp&quot;,&quot;floor&quot;,&quot;log&quot;,&quot;round&quot;,&quot;sin&quot;,&quot;sqrt&quot;,&quot;tan&quot;];!function(){for(var t=0;t&lt;c.length;++t){var e=c[t];r[e]=o({args:[&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(b)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e}),r[e+&quot;eq&quot;]=o({args:[&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;],body:&quot;a=this_f(a)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;eq&quot;})}}();var f=[&quot;max&quot;,&quot;min&quot;,&quot;atan2&quot;,&quot;pow&quot;];!function(){for(var t=0;t&lt;f.length;++t){var e=f[t];r[e]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(b,c)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e}),r[e+&quot;s&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(b,c)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e+&quot;s&quot;}),r[e+&quot;eq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(a,b)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;eq&quot;}),r[e+&quot;seq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(a,b)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;seq&quot;})}}();var h=[&quot;atan2&quot;,&quot;pow&quot;];!function(){for(var t=0;t&lt;h.length;++t){var e=h[t];r[e+&quot;op&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(c,b)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e+&quot;op&quot;}),r[e+&quot;ops&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],body:&quot;a=this_f(c,b)&quot;,thisVars:[&quot;this_f&quot;]},funcName:e+&quot;ops&quot;}),r[e+&quot;opeq&quot;]=o({args:[&quot;array&quot;,&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(b,a)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;opeq&quot;}),r[e+&quot;opseq&quot;]=o({args:[&quot;array&quot;,&quot;scalar&quot;],pre:{args:[],body:&quot;this_f=Math.&quot;+e,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=this_f(b,a)&quot;,thisVars:[&quot;this_f&quot;]},rvalue:!0,count:2,funcName:e+&quot;opseq&quot;})}}(),r.any=n({args:[&quot;array&quot;],pre:i,body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;if(a){return true}&quot;,localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:&quot;return false&quot;},funcName:&quot;any&quot;}),r.all=n({args:[&quot;array&quot;],pre:i,body:{args:[{name:&quot;x&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;if(!x){return false}&quot;,localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:&quot;return true&quot;},funcName:&quot;all&quot;}),r.sum=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;this_s+=a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;sum&quot;}),r.prod=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=1&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;this_s*=a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;prod&quot;}),r.norm2squared=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:2}],body:&quot;this_s+=a*a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;norm2squared&quot;}),r.norm2=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:2}],body:&quot;this_s+=a*a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return Math.sqrt(this_s)&quot;},funcName:&quot;norm2&quot;}),r.norminf=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:4}],body:&quot;if(-a&gt;this_s){this_s=-a}else if(a&gt;this_s){this_s=a}&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;norminf&quot;}),r.norm1=n({args:[&quot;array&quot;],pre:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;this_s=0&quot;},body:{args:[{name:&quot;a&quot;,lvalue:!1,rvalue:!0,count:3}],body:&quot;this_s+=a&lt;0?-a:a&quot;,localVars:[],thisVars:[&quot;this_s&quot;]},post:{args:[],localVars:[],thisVars:[&quot;this_s&quot;],body:&quot;return this_s&quot;},funcName:&quot;norm1&quot;}),r.sup=n({args:[&quot;array&quot;],pre:{body:&quot;this_h=-Infinity&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]},body:{body:&quot;if(_inline_1_arg0_&gt;this_h)this_h=_inline_1_arg0_&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_h&quot;],localVars:[]},post:{body:&quot;return this_h&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]}}),r.inf=n({args:[&quot;array&quot;],pre:{body:&quot;this_h=Infinity&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]},body:{body:&quot;if(_inline_1_arg0_&lt;this_h)this_h=_inline_1_arg0_&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_h&quot;],localVars:[]},post:{body:&quot;return this_h&quot;,args:[],thisVars:[&quot;this_h&quot;],localVars:[]}}),r.argmin=n({args:[&quot;index&quot;,&quot;array&quot;,&quot;shape&quot;],pre:{body:&quot;{this_v=Infinity;this_i=_inline_0_arg2_.slice(0)}&quot;,args:[{name:&quot;_inline_0_arg0_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg1_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg2_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[]},body:{body:&quot;{if(_inline_1_arg1_&lt;this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k&lt;_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[&quot;_inline_1_k&quot;]},post:{body:&quot;{return this_i}&quot;,args:[],thisVars:[&quot;this_i&quot;],localVars:[]}}),r.argmax=n({args:[&quot;index&quot;,&quot;array&quot;,&quot;shape&quot;],pre:{body:&quot;{this_v=-Infinity;this_i=_inline_0_arg2_.slice(0)}&quot;,args:[{name:&quot;_inline_0_arg0_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg1_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_0_arg2_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[]},body:{body:&quot;{if(_inline_1_arg1_&gt;this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k&lt;_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:2},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:2}],thisVars:[&quot;this_i&quot;,&quot;this_v&quot;],localVars:[&quot;_inline_1_k&quot;]},post:{body:&quot;{return this_i}&quot;,args:[],thisVars:[&quot;this_i&quot;],localVars:[]}}),r.random=o({args:[&quot;array&quot;],pre:{args:[],body:&quot;this_f=Math.random&quot;,thisVars:[&quot;this_f&quot;]},body:{args:[&quot;a&quot;],body:&quot;a=this_f()&quot;,thisVars:[&quot;this_f&quot;]},funcName:&quot;random&quot;}),r.assign=o({args:[&quot;array&quot;,&quot;array&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=b&quot;},funcName:&quot;assign&quot;}),r.assigns=o({args:[&quot;array&quot;,&quot;scalar&quot;],body:{args:[&quot;a&quot;,&quot;b&quot;],body:&quot;a=b&quot;},funcName:&quot;assigns&quot;}),r.equals=n({args:[&quot;array&quot;,&quot;array&quot;],pre:i,body:{args:[{name:&quot;x&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;y&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;if(x!==y){return false}&quot;,localVars:[],thisVars:[]},post:{args:[],localVars:[],thisVars:[],body:&quot;return true&quot;},funcName:&quot;equals&quot;})},{&quot;cwise-compiler&quot;:77}],281:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray&quot;),i=t(&quot;./doConvert.js&quot;);e.exports=function(t,e){for(var r=[],a=t,o=1;Array.isArray(a);)r.push(a.length),o*=a.length,a=a[0];return 0===r.length?n():(e||(e=n(new Float64Array(o),r)),i(e,t),e)}},{&quot;./doConvert.js&quot;:282,ndarray:286}],282:[function(t,e,r){e.exports=t(&quot;cwise-compiler&quot;)({args:[&quot;array&quot;,&quot;scalar&quot;,&quot;index&quot;],pre:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},body:{body:&quot;{\\nvar _inline_1_v=_inline_1_arg1_,_inline_1_i\\nfor(_inline_1_i=0;_inline_1_i&lt;_inline_1_arg2_.length-1;++_inline_1_i) {\\n_inline_1_v=_inline_1_v[_inline_1_arg2_[_inline_1_i]]\\n}\\n_inline_1_arg0_=_inline_1_v[_inline_1_arg2_[_inline_1_arg2_.length-1]]\\n}&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg2_&quot;,lvalue:!1,rvalue:!0,count:4}],thisVars:[],localVars:[&quot;_inline_1_i&quot;,&quot;_inline_1_v&quot;]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},funcName:&quot;convert&quot;,blockSize:64})},{&quot;cwise-compiler&quot;:77}],283:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=32;function a(t){switch(t){case&quot;uint8&quot;:return[n.mallocUint8,n.freeUint8];case&quot;uint16&quot;:return[n.mallocUint16,n.freeUint16];case&quot;uint32&quot;:return[n.mallocUint32,n.freeUint32];case&quot;int8&quot;:return[n.mallocInt8,n.freeInt8];case&quot;int16&quot;:return[n.mallocInt16,n.freeInt16];case&quot;int32&quot;:return[n.mallocInt32,n.freeInt32];case&quot;float32&quot;:return[n.mallocFloat,n.freeFloat];case&quot;float64&quot;:return[n.mallocDouble,n.freeDouble];default:return null}}function o(t){for(var e=[],r=0;r&lt;t;++r)e.push(&quot;s&quot;+r);for(r=0;r&lt;t;++r)e.push(&quot;n&quot;+r);for(r=1;r&lt;t;++r)e.push(&quot;d&quot;+r);for(r=1;r&lt;t;++r)e.push(&quot;e&quot;+r);for(r=1;r&lt;t;++r)e.push(&quot;f&quot;+r);return e}e.exports=function(t,e){var r=[&quot;&#x27;use strict&#x27;&quot;],n=[&quot;ndarraySortWrapper&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;);r.push([&quot;function &quot;,n,&quot;(&quot;,[&quot;array&quot;].join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));for(var s=[&quot;data=array.data,offset=array.offset|0,shape=array.shape,stride=array.stride&quot;],l=0;l&lt;t.length;++l)s.push([&quot;s&quot;,l,&quot;=stride[&quot;,l,&quot;]|0,n&quot;,l,&quot;=shape[&quot;,l,&quot;]|0&quot;].join(&quot;&quot;));var u=new Array(t.length),c=[];for(l=0;l&lt;t.length;++l)0!==(d=t[l])&amp;&amp;(0===c.length?u[d]=&quot;1&quot;:u[d]=c.join(&quot;*&quot;),c.push(&quot;n&quot;+d));var f=-1,h=-1;for(l=0;l&lt;t.length;++l){var d,p=t[l];0!==p&amp;&amp;(f&gt;0?s.push([&quot;d&quot;,p,&quot;=s&quot;,p,&quot;-d&quot;,f,&quot;*n&quot;,f].join(&quot;&quot;)):s.push([&quot;d&quot;,p,&quot;=s&quot;,p].join(&quot;&quot;)),f=p),0!=(d=t.length-1-l)&amp;&amp;(h&gt;0?s.push([&quot;e&quot;,d,&quot;=s&quot;,d,&quot;-e&quot;,h,&quot;*n&quot;,h,&quot;,f&quot;,d,&quot;=&quot;,u[d],&quot;-f&quot;,h,&quot;*n&quot;,h].join(&quot;&quot;)):s.push([&quot;e&quot;,d,&quot;=s&quot;,d,&quot;,f&quot;,d,&quot;=&quot;,u[d]].join(&quot;&quot;)),h=d)}r.push(&quot;var &quot;+s.join(&quot;,&quot;));var g=[&quot;0&quot;,&quot;n0-1&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length));r.push([&quot;if(n0&lt;=&quot;,i,&quot;){&quot;,&quot;insertionSort(&quot;,g.join(&quot;,&quot;),&quot;)}else{&quot;,&quot;quickSort(&quot;,g.join(&quot;,&quot;),&quot;)}&quot;].join(&quot;&quot;)),r.push(&quot;}return &quot;+n);var v=new Function(&quot;insertionSort&quot;,&quot;quickSort&quot;,r.join(&quot;\\n&quot;)),m=function(t,e){var r=[&quot;&#x27;use strict&#x27;&quot;],n=[&quot;ndarrayInsertionSort&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;),i=[&quot;left&quot;,&quot;right&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length)),s=a(e),l=[&quot;i,j,cptr,ptr=left*s0+offset&quot;];if(t.length&gt;1){for(var u=[],c=1;c&lt;t.length;++c)l.push(&quot;i&quot;+c),u.push(&quot;n&quot;+c);s?l.push(&quot;scratch=malloc(&quot;+u.join(&quot;*&quot;)+&quot;)&quot;):l.push(&quot;scratch=new Array(&quot;+u.join(&quot;*&quot;)+&quot;)&quot;),l.push(&quot;dptr&quot;,&quot;sptr&quot;,&quot;a&quot;,&quot;b&quot;)}else l.push(&quot;scratch&quot;);function f(t){return&quot;generic&quot;===e?[&quot;data.get(&quot;,t,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]&quot;].join(&quot;&quot;)}function h(t,r){return&quot;generic&quot;===e?[&quot;data.set(&quot;,t,&quot;,&quot;,r,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]=&quot;,r].join(&quot;&quot;)}if(r.push([&quot;function &quot;,n,&quot;(&quot;,i.join(&quot;,&quot;),&quot;){var &quot;,l.join(&quot;,&quot;)].join(&quot;&quot;),&quot;for(i=left+1;i&lt;=right;++i){&quot;,&quot;j=i;ptr+=s0&quot;,&quot;cptr=ptr&quot;),t.length&gt;1){for(r.push(&quot;dptr=0;sptr=ptr&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(&quot;scratch[dptr++]=&quot;,f(&quot;sptr&quot;)),c=0;c&lt;t.length;++c)0!==(d=t[c])&amp;&amp;r.push(&quot;sptr+=d&quot;+d,&quot;}&quot;);for(r.push(&quot;__g:while(j--\\x3eleft){&quot;,&quot;dptr=0&quot;,&quot;sptr=cptr-s0&quot;),c=1;c&lt;t.length;++c)1===c&amp;&amp;r.push(&quot;__l:&quot;),r.push([&quot;for(i&quot;,c,&quot;=0;i&quot;,c,&quot;&lt;n&quot;,c,&quot;;++i&quot;,c,&quot;){&quot;].join(&quot;&quot;));for(r.push([&quot;a=&quot;,f(&quot;sptr&quot;),&quot;\\nb=scratch[dptr]\\nif(a&lt;b){break __g}\\nif(a&gt;b){break __l}&quot;].join(&quot;&quot;)),c=t.length-1;c&gt;=1;--c)r.push(&quot;sptr+=e&quot;+c,&quot;dptr+=f&quot;+c,&quot;}&quot;);for(r.push(&quot;dptr=cptr;sptr=cptr-s0&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(h(&quot;dptr&quot;,f(&quot;sptr&quot;))),c=0;c&lt;t.length;++c)0!==(d=t[c])&amp;&amp;r.push([&quot;dptr+=d&quot;,d,&quot;;sptr+=d&quot;,d].join(&quot;&quot;),&quot;}&quot;);for(r.push(&quot;cptr-=s0\\n}&quot;),r.push(&quot;dptr=cptr;sptr=0&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(h(&quot;dptr&quot;,&quot;scratch[sptr++]&quot;)),c=0;c&lt;t.length;++c){var d;0!==(d=t[c])&amp;&amp;r.push(&quot;dptr+=d&quot;+d,&quot;}&quot;)}}else r.push(&quot;scratch=&quot;+f(&quot;ptr&quot;),&quot;while((j--\\x3eleft)&amp;&amp;(&quot;+f(&quot;cptr-s0&quot;)+&quot;&gt;scratch)){&quot;,h(&quot;cptr&quot;,f(&quot;cptr-s0&quot;)),&quot;cptr-=s0&quot;,&quot;}&quot;,h(&quot;cptr&quot;,&quot;scratch&quot;));return r.push(&quot;}&quot;),t.length&gt;1&amp;&amp;s&amp;&amp;r.push(&quot;free(scratch)&quot;),r.push(&quot;} return &quot;+n),s?new Function(&quot;malloc&quot;,&quot;free&quot;,r.join(&quot;\\n&quot;))(s[0],s[1]):new Function(r.join(&quot;\\n&quot;))()}(t,e),y=function(t,e,r){var n=[&quot;&#x27;use strict&#x27;&quot;],s=[&quot;ndarrayQuickSort&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;),l=[&quot;left&quot;,&quot;right&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length)),u=a(e),c=0;n.push([&quot;function &quot;,s,&quot;(&quot;,l.join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));var f=[&quot;sixth=((right-left+1)/6)|0&quot;,&quot;index1=left+sixth&quot;,&quot;index5=right-sixth&quot;,&quot;index3=(left+right)&gt;&gt;1&quot;,&quot;index2=index3-sixth&quot;,&quot;index4=index3+sixth&quot;,&quot;el1=index1&quot;,&quot;el2=index2&quot;,&quot;el3=index3&quot;,&quot;el4=index4&quot;,&quot;el5=index5&quot;,&quot;less=left+1&quot;,&quot;great=right-1&quot;,&quot;pivots_are_equal=true&quot;,&quot;tmp&quot;,&quot;tmp0&quot;,&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;k&quot;,&quot;ptr0&quot;,&quot;ptr1&quot;,&quot;ptr2&quot;,&quot;comp_pivot1=0&quot;,&quot;comp_pivot2=0&quot;,&quot;comp=0&quot;];if(t.length&gt;1){for(var h=[],d=1;d&lt;t.length;++d)h.push(&quot;n&quot;+d),f.push(&quot;i&quot;+d);for(d=0;d&lt;8;++d)f.push(&quot;b_ptr&quot;+d);f.push(&quot;ptr3&quot;,&quot;ptr4&quot;,&quot;ptr5&quot;,&quot;ptr6&quot;,&quot;ptr7&quot;,&quot;pivot_ptr&quot;,&quot;ptr_shift&quot;,&quot;elementSize=&quot;+h.join(&quot;*&quot;)),u?f.push(&quot;pivot1=malloc(elementSize)&quot;,&quot;pivot2=malloc(elementSize)&quot;):f.push(&quot;pivot1=new Array(elementSize),pivot2=new Array(elementSize)&quot;)}else f.push(&quot;pivot1&quot;,&quot;pivot2&quot;);function p(t){return[&quot;(offset+&quot;,t,&quot;*s0)&quot;].join(&quot;&quot;)}function g(t){return&quot;generic&quot;===e?[&quot;data.get(&quot;,t,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]&quot;].join(&quot;&quot;)}function v(t,r){return&quot;generic&quot;===e?[&quot;data.set(&quot;,t,&quot;,&quot;,r,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]=&quot;,r].join(&quot;&quot;)}function m(e,r,i){if(1===e.length)n.push(&quot;ptr0=&quot;+p(e[0]));else for(var a=0;a&lt;e.length;++a)n.push([&quot;b_ptr&quot;,a,&quot;=s0*&quot;,e[a]].join(&quot;&quot;));for(r&amp;&amp;n.push(&quot;pivot_ptr=0&quot;),n.push(&quot;ptr_shift=offset&quot;),a=t.length-1;a&gt;=0;--a)0!==(o=t[a])&amp;&amp;n.push([&quot;for(i&quot;,o,&quot;=0;i&quot;,o,&quot;&lt;n&quot;,o,&quot;;++i&quot;,o,&quot;){&quot;].join(&quot;&quot;));if(e.length&gt;1)for(a=0;a&lt;e.length;++a)n.push([&quot;ptr&quot;,a,&quot;=b_ptr&quot;,a,&quot;+ptr_shift&quot;].join(&quot;&quot;));for(n.push(i),r&amp;&amp;n.push(&quot;++pivot_ptr&quot;),a=0;a&lt;t.length;++a){var o;0!==(o=t[a])&amp;&amp;(e.length&gt;1?n.push(&quot;ptr_shift+=d&quot;+o):n.push(&quot;ptr0+=d&quot;+o),n.push(&quot;}&quot;))}}function y(e,r,i,a){if(1===r.length)n.push(&quot;ptr0=&quot;+p(r[0]));else{for(var o=0;o&lt;r.length;++o)n.push([&quot;b_ptr&quot;,o,&quot;=s0*&quot;,r[o]].join(&quot;&quot;));n.push(&quot;ptr_shift=offset&quot;)}for(i&amp;&amp;n.push(&quot;pivot_ptr=0&quot;),e&amp;&amp;n.push(e+&quot;:&quot;),o=1;o&lt;t.length;++o)n.push([&quot;for(i&quot;,o,&quot;=0;i&quot;,o,&quot;&lt;n&quot;,o,&quot;;++i&quot;,o,&quot;){&quot;].join(&quot;&quot;));if(r.length&gt;1)for(o=0;o&lt;r.length;++o)n.push([&quot;ptr&quot;,o,&quot;=b_ptr&quot;,o,&quot;+ptr_shift&quot;].join(&quot;&quot;));for(n.push(a),o=t.length-1;o&gt;=1;--o)i&amp;&amp;n.push(&quot;pivot_ptr+=f&quot;+o),r.length&gt;1?n.push(&quot;ptr_shift+=e&quot;+o):n.push(&quot;ptr0+=e&quot;+o),n.push(&quot;}&quot;)}function b(){t.length&gt;1&amp;&amp;u&amp;&amp;n.push(&quot;free(pivot1)&quot;,&quot;free(pivot2)&quot;)}function x(e,r){var i=&quot;el&quot;+e,a=&quot;el&quot;+r;if(t.length&gt;1){var o=&quot;__l&quot;+ ++c;y(o,[i,a],!1,[&quot;comp=&quot;,g(&quot;ptr0&quot;),&quot;-&quot;,g(&quot;ptr1&quot;),&quot;\\n&quot;,&quot;if(comp&gt;0){tmp0=&quot;,i,&quot;;&quot;,i,&quot;=&quot;,a,&quot;;&quot;,a,&quot;=tmp0;break &quot;,o,&quot;}\\n&quot;,&quot;if(comp&lt;0){break &quot;,o,&quot;}&quot;].join(&quot;&quot;))}else n.push([&quot;if(&quot;,g(p(i)),&quot;&gt;&quot;,g(p(a)),&quot;){tmp0=&quot;,i,&quot;;&quot;,i,&quot;=&quot;,a,&quot;;&quot;,a,&quot;=tmp0}&quot;].join(&quot;&quot;))}function _(e,r){t.length&gt;1?m([e,r],!1,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;))):n.push(v(p(e),g(p(r))))}function w(e,r,i){if(t.length&gt;1){var a=&quot;__l&quot;+ ++c;y(a,[r],!0,[e,&quot;=&quot;,g(&quot;ptr0&quot;),&quot;-pivot&quot;,i,&quot;[pivot_ptr]\\n&quot;,&quot;if(&quot;,e,&quot;!==0){break &quot;,a,&quot;}&quot;].join(&quot;&quot;))}else n.push([e,&quot;=&quot;,g(p(r)),&quot;-pivot&quot;,i].join(&quot;&quot;))}function A(e,r){t.length&gt;1?m([e,r],!1,[&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,&quot;tmp&quot;)].join(&quot;&quot;)):n.push([&quot;ptr0=&quot;,p(e),&quot;\\n&quot;,&quot;ptr1=&quot;,p(r),&quot;\\n&quot;,&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,&quot;tmp&quot;)].join(&quot;&quot;))}function M(e,r,i){t.length&gt;1?(m([e,r,i],!1,[&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,g(&quot;ptr2&quot;)),&quot;\\n&quot;,v(&quot;ptr2&quot;,&quot;tmp&quot;)].join(&quot;&quot;)),n.push(&quot;++&quot;+r,&quot;--&quot;+i)):n.push([&quot;ptr0=&quot;,p(e),&quot;\\n&quot;,&quot;ptr1=&quot;,p(r),&quot;\\n&quot;,&quot;ptr2=&quot;,p(i),&quot;\\n&quot;,&quot;++&quot;,r,&quot;\\n&quot;,&quot;--&quot;,i,&quot;\\n&quot;,&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,g(&quot;ptr2&quot;)),&quot;\\n&quot;,v(&quot;ptr2&quot;,&quot;tmp&quot;)].join(&quot;&quot;))}function T(t,e){A(t,e),n.push(&quot;--&quot;+e)}function k(e,r,i){t.length&gt;1?m([e,r],!0,[v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,[&quot;pivot&quot;,i,&quot;[pivot_ptr]&quot;].join(&quot;&quot;))].join(&quot;&quot;)):n.push(v(p(e),g(p(r))),v(p(r),&quot;pivot&quot;+i))}function E(e,r){n.push([&quot;if((&quot;,r,&quot;-&quot;,e,&quot;)&lt;=&quot;,i,&quot;){\\n&quot;,&quot;insertionSort(&quot;,e,&quot;,&quot;,r,&quot;,data,offset,&quot;,o(t.length).join(&quot;,&quot;),&quot;)\\n&quot;,&quot;}else{\\n&quot;,s,&quot;(&quot;,e,&quot;,&quot;,r,&quot;,data,offset,&quot;,o(t.length).join(&quot;,&quot;),&quot;)\\n&quot;,&quot;}&quot;].join(&quot;&quot;))}function L(e,r,i){t.length&gt;1?(n.push([&quot;__l&quot;,++c,&quot;:while(true){&quot;].join(&quot;&quot;)),m([e],!0,[&quot;if(&quot;,g(&quot;ptr0&quot;),&quot;!==pivot&quot;,r,&quot;[pivot_ptr]){break __l&quot;,c,&quot;}&quot;].join(&quot;&quot;)),n.push(i,&quot;}&quot;)):n.push([&quot;while(&quot;,g(p(e)),&quot;===pivot&quot;,r,&quot;){&quot;,i,&quot;}&quot;].join(&quot;&quot;))}return n.push(&quot;var &quot;+f.join(&quot;,&quot;)),x(1,2),x(4,5),x(1,3),x(2,3),x(1,4),x(3,4),x(2,5),x(2,3),x(4,5),t.length&gt;1?m([&quot;el1&quot;,&quot;el2&quot;,&quot;el3&quot;,&quot;el4&quot;,&quot;el5&quot;,&quot;index1&quot;,&quot;index3&quot;,&quot;index5&quot;],!0,[&quot;pivot1[pivot_ptr]=&quot;,g(&quot;ptr1&quot;),&quot;\\n&quot;,&quot;pivot2[pivot_ptr]=&quot;,g(&quot;ptr3&quot;),&quot;\\n&quot;,&quot;pivots_are_equal=pivots_are_equal&amp;&amp;(pivot1[pivot_ptr]===pivot2[pivot_ptr])\\n&quot;,&quot;x=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,&quot;y=&quot;,g(&quot;ptr2&quot;),&quot;\\n&quot;,&quot;z=&quot;,g(&quot;ptr4&quot;),&quot;\\n&quot;,v(&quot;ptr5&quot;,&quot;x&quot;),&quot;\\n&quot;,v(&quot;ptr6&quot;,&quot;y&quot;),&quot;\\n&quot;,v(&quot;ptr7&quot;,&quot;z&quot;)].join(&quot;&quot;)):n.push([&quot;pivot1=&quot;,g(p(&quot;el2&quot;)),&quot;\\n&quot;,&quot;pivot2=&quot;,g(p(&quot;el4&quot;)),&quot;\\n&quot;,&quot;pivots_are_equal=pivot1===pivot2\\n&quot;,&quot;x=&quot;,g(p(&quot;el1&quot;)),&quot;\\n&quot;,&quot;y=&quot;,g(p(&quot;el3&quot;)),&quot;\\n&quot;,&quot;z=&quot;,g(p(&quot;el5&quot;)),&quot;\\n&quot;,v(p(&quot;index1&quot;),&quot;x&quot;),&quot;\\n&quot;,v(p(&quot;index3&quot;),&quot;y&quot;),&quot;\\n&quot;,v(p(&quot;index5&quot;),&quot;z&quot;)].join(&quot;&quot;)),_(&quot;index2&quot;,&quot;left&quot;),_(&quot;index4&quot;,&quot;right&quot;),n.push(&quot;if(pivots_are_equal){&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp&quot;,&quot;k&quot;,1),n.push(&quot;if(comp===0){continue}&quot;),n.push(&quot;if(comp&lt;0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&gt;0){&quot;),n.push(&quot;great--&quot;),n.push(&quot;}else if(comp&lt;0){&quot;),M(&quot;k&quot;,&quot;less&quot;,&quot;great&quot;),n.push(&quot;break&quot;),n.push(&quot;}else{&quot;),T(&quot;k&quot;,&quot;great&quot;),n.push(&quot;break&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}else{&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp_pivot1&quot;,&quot;k&quot;,1),n.push(&quot;if(comp_pivot1&lt;0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),w(&quot;comp_pivot2&quot;,&quot;k&quot;,2),n.push(&quot;if(comp_pivot2&gt;0){&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,2),n.push(&quot;if(comp&gt;0){&quot;),n.push(&quot;if(--great&lt;k){break}&quot;),n.push(&quot;continue&quot;),n.push(&quot;}else{&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&lt;0){&quot;),M(&quot;k&quot;,&quot;less&quot;,&quot;great&quot;),n.push(&quot;}else{&quot;),T(&quot;k&quot;,&quot;great&quot;),n.push(&quot;}&quot;),n.push(&quot;break&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),k(&quot;left&quot;,&quot;(less-1)&quot;,1),k(&quot;right&quot;,&quot;(great+1)&quot;,2),E(&quot;left&quot;,&quot;(less-2)&quot;),E(&quot;(great+2)&quot;,&quot;right&quot;),n.push(&quot;if(pivots_are_equal){&quot;),b(),n.push(&quot;return&quot;),n.push(&quot;}&quot;),n.push(&quot;if(less&lt;index1&amp;&amp;great&gt;index5){&quot;),L(&quot;less&quot;,1,&quot;++less&quot;),L(&quot;great&quot;,2,&quot;--great&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp_pivot1&quot;,&quot;k&quot;,1),n.push(&quot;if(comp_pivot1===0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),w(&quot;comp_pivot2&quot;,&quot;k&quot;,2),n.push(&quot;if(comp_pivot2===0){&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,2),n.push(&quot;if(comp===0){&quot;),n.push(&quot;if(--great&lt;k){break}&quot;),n.push(&quot;continue&quot;),n.push(&quot;}else{&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&lt;0){&quot;),M(&quot;k&quot;,&quot;less&quot;,&quot;great&quot;),n.push(&quot;}else{&quot;),T(&quot;k&quot;,&quot;great&quot;),n.push(&quot;}&quot;),n.push(&quot;break&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),n.push(&quot;}&quot;),b(),E(&quot;less&quot;,&quot;great&quot;),n.push(&quot;}return &quot;+s),t.length&gt;1&amp;&amp;u?new Function(&quot;insertionSort&quot;,&quot;malloc&quot;,&quot;free&quot;,n.join(&quot;\\n&quot;))(r,u[0],u[1]):new Function(&quot;insertionSort&quot;,n.join(&quot;\\n&quot;))(r)}(t,e,m);return v(m,y)}},{&quot;typedarray-pool&quot;:348}],284:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/compile_sort.js&quot;),i={};e.exports=function(t){var e=t.order,r=t.dtype,a=[e,r].join(&quot;:&quot;),o=i[a];return o||(i[a]=o=n(e,r)),o(t),t}},{&quot;./lib/compile_sort.js&quot;:283}],285:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray-linear-interpolate&quot;),i=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=new Array(_inline_39_arg4_)}&quot;,args:[{name:&quot;_inline_39_arg0_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg1_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg2_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg3_&quot;,lvalue:!1,rvalue:!1,count:0},{name:&quot;_inline_39_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_40_arg2_(this_warped,_inline_40_arg0_),_inline_40_arg1_=_inline_40_arg3_.apply(void 0,this_warped)}&quot;,args:[{name:&quot;_inline_40_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_40_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_40_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_40_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_40_arg4_&quot;,lvalue:!1,rvalue:!1,count:0}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warpND&quot;,blockSize:64}),a=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=[0]}&quot;,args:[],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_43_arg2_(this_warped,_inline_43_arg0_),_inline_43_arg1_=_inline_43_arg3_(_inline_43_arg4_,this_warped[0])}&quot;,args:[{name:&quot;_inline_43_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_43_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_43_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_43_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_43_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warp1D&quot;,blockSize:64}),o=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=[0,0]}&quot;,args:[],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_46_arg2_(this_warped,_inline_46_arg0_),_inline_46_arg1_=_inline_46_arg3_(_inline_46_arg4_,this_warped[0],this_warped[1])}&quot;,args:[{name:&quot;_inline_46_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_46_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_46_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_46_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_46_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warp2D&quot;,blockSize:64}),s=t(&quot;cwise/lib/wrapper&quot;)({args:[&quot;index&quot;,&quot;array&quot;,&quot;scalar&quot;,&quot;scalar&quot;,&quot;scalar&quot;],pre:{body:&quot;{this_warped=[0,0,0]}&quot;,args:[],thisVars:[&quot;this_warped&quot;],localVars:[]},body:{body:&quot;{_inline_49_arg2_(this_warped,_inline_49_arg0_),_inline_49_arg1_=_inline_49_arg3_(_inline_49_arg4_,this_warped[0],this_warped[1],this_warped[2])}&quot;,args:[{name:&quot;_inline_49_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_49_arg1_&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;_inline_49_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_49_arg3_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_49_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[&quot;this_warped&quot;],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},debug:!1,funcName:&quot;warp3D&quot;,blockSize:64});e.exports=function(t,e,r){switch(e.shape.length){case 1:a(t,r,n.d1,e);break;case 2:o(t,r,n.d2,e);break;case 3:s(t,r,n.d3,e);break;default:i(t,r,n.bind(void 0,e),e.shape.length)}return t}},{&quot;cwise/lib/wrapper&quot;:80,&quot;ndarray-linear-interpolate&quot;:279}],286:[function(t,e,r){var n=t(&quot;iota-array&quot;),i=t(&quot;is-buffer&quot;),a=&quot;undefined&quot;!=typeof Float64Array;function o(t,e){return t[0]-e[0]}function s(){var t,e=this.stride,r=new Array(e.length);for(t=0;t&lt;r.length;++t)r[t]=[Math.abs(e[t]),t];r.sort(o);var n=new Array(r.length);for(t=0;t&lt;n.length;++t)n[t]=r[t][1];return n}function l(t,e){var r=[&quot;View&quot;,e,&quot;d&quot;,t].join(&quot;&quot;);e&lt;0&amp;&amp;(r=&quot;View_Nil&quot;+t);var i=&quot;generic&quot;===t;if(-1===e){var a=&quot;function &quot;+r+&quot;(a){this.data=a;};var proto=&quot;+r+&quot;.prototype;proto.dtype=&#x27;&quot;+t+&quot;&#x27;;proto.index=function(){return -1};proto.size=0;proto.dimension=-1;proto.shape=proto.stride=proto.order=[];proto.lo=proto.hi=proto.transpose=proto.step=function(){return new &quot;+r+&quot;(this.data);};proto.get=proto.set=function(){};proto.pick=function(){return null};return function construct_&quot;+r+&quot;(a){return new &quot;+r+&quot;(a);}&quot;;return new Function(a)()}if(0===e){a=&quot;function &quot;+r+&quot;(a,d) {this.data = a;this.offset = d};var proto=&quot;+r+&quot;.prototype;proto.dtype=&#x27;&quot;+t+&quot;&#x27;;proto.index=function(){return this.offset};proto.dimension=0;proto.size=1;proto.shape=proto.stride=proto.order=[];proto.lo=proto.hi=proto.transpose=proto.step=function &quot;+r+&quot;_copy() {return new &quot;+r+&quot;(this.data,this.offset)};proto.pick=function &quot;+r+&quot;_pick(){return TrivialArray(this.data);};proto.valueOf=proto.get=function &quot;+r+&quot;_get(){return &quot;+(i?&quot;this.data.get(this.offset)&quot;:&quot;this.data[this.offset]&quot;)+&quot;};proto.set=function &quot;+r+&quot;_set(v){return &quot;+(i?&quot;this.data.set(this.offset,v)&quot;:&quot;this.data[this.offset]=v&quot;)+&quot;};return function construct_&quot;+r+&quot;(a,b,c,d){return new &quot;+r+&quot;(a,d)}&quot;;return new Function(&quot;TrivialArray&quot;,a)(u[t][0])}a=[&quot;&#x27;use strict&#x27;&quot;];var o=n(e),l=o.map(function(t){return&quot;i&quot;+t}),c=&quot;this.offset+&quot;+o.map(function(t){return&quot;this.stride[&quot;+t+&quot;]*i&quot;+t}).join(&quot;+&quot;),f=o.map(function(t){return&quot;b&quot;+t}).join(&quot;,&quot;),h=o.map(function(t){return&quot;c&quot;+t}).join(&quot;,&quot;);a.push(&quot;function &quot;+r+&quot;(a,&quot;+f+&quot;,&quot;+h+&quot;,d){this.data=a&quot;,&quot;this.shape=[&quot;+f+&quot;]&quot;,&quot;this.stride=[&quot;+h+&quot;]&quot;,&quot;this.offset=d|0}&quot;,&quot;var proto=&quot;+r+&quot;.prototype&quot;,&quot;proto.dtype=&#x27;&quot;+t+&quot;&#x27;&quot;,&quot;proto.dimension=&quot;+e),a.push(&quot;Object.defineProperty(proto,&#x27;size&#x27;,{get:function &quot;+r+&quot;_size(){return &quot;+o.map(function(t){return&quot;this.shape[&quot;+t+&quot;]&quot;}).join(&quot;*&quot;),&quot;}})&quot;),1===e?a.push(&quot;proto.order=[0]&quot;):(a.push(&quot;Object.defineProperty(proto,&#x27;order&#x27;,{get:&quot;),e&lt;4?(a.push(&quot;function &quot;+r+&quot;_order(){&quot;),2===e?a.push(&quot;return (Math.abs(this.stride[0])&gt;Math.abs(this.stride[1]))?[1,0]:[0,1]}})&quot;):3===e&amp;&amp;a.push(&quot;var s0=Math.abs(this.stride[0]),s1=Math.abs(this.stride[1]),s2=Math.abs(this.stride[2]);if(s0&gt;s1){if(s1&gt;s2){return [2,1,0];}else if(s0&gt;s2){return [1,2,0];}else{return [1,0,2];}}else if(s0&gt;s2){return [2,0,1];}else if(s2&gt;s1){return [0,1,2];}else{return [0,2,1];}}})&quot;)):a.push(&quot;ORDER})&quot;)),a.push(&quot;proto.set=function &quot;+r+&quot;_set(&quot;+l.join(&quot;,&quot;)+&quot;,v){&quot;),i?a.push(&quot;return this.data.set(&quot;+c+&quot;,v)}&quot;):a.push(&quot;return this.data[&quot;+c+&quot;]=v}&quot;),a.push(&quot;proto.get=function &quot;+r+&quot;_get(&quot;+l.join(&quot;,&quot;)+&quot;){&quot;),i?a.push(&quot;return this.data.get(&quot;+c+&quot;)}&quot;):a.push(&quot;return this.data[&quot;+c+&quot;]}&quot;),a.push(&quot;proto.index=function &quot;+r+&quot;_index(&quot;,l.join(),&quot;){return &quot;+c+&quot;}&quot;),a.push(&quot;proto.hi=function &quot;+r+&quot;_hi(&quot;+l.join(&quot;,&quot;)+&quot;){return new &quot;+r+&quot;(this.data,&quot;+o.map(function(t){return[&quot;(typeof i&quot;,t,&quot;!==&#x27;number&#x27;||i&quot;,t,&quot;&lt;0)?this.shape[&quot;,t,&quot;]:i&quot;,t,&quot;|0&quot;].join(&quot;&quot;)}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;this.stride[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,this.offset)}&quot;);var d=o.map(function(t){return&quot;a&quot;+t+&quot;=this.shape[&quot;+t+&quot;]&quot;}),p=o.map(function(t){return&quot;c&quot;+t+&quot;=this.stride[&quot;+t+&quot;]&quot;});a.push(&quot;proto.lo=function &quot;+r+&quot;_lo(&quot;+l.join(&quot;,&quot;)+&quot;){var b=this.offset,d=0,&quot;+d.join(&quot;,&quot;)+&quot;,&quot;+p.join(&quot;,&quot;));for(var g=0;g&lt;e;++g)a.push(&quot;if(typeof i&quot;+g+&quot;===&#x27;number&#x27;&amp;&amp;i&quot;+g+&quot;&gt;=0){d=i&quot;+g+&quot;|0;b+=c&quot;+g+&quot;*d;a&quot;+g+&quot;-=d}&quot;);a.push(&quot;return new &quot;+r+&quot;(this.data,&quot;+o.map(function(t){return&quot;a&quot;+t}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;c&quot;+t}).join(&quot;,&quot;)+&quot;,b)}&quot;),a.push(&quot;proto.step=function &quot;+r+&quot;_step(&quot;+l.join(&quot;,&quot;)+&quot;){var &quot;+o.map(function(t){return&quot;a&quot;+t+&quot;=this.shape[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;b&quot;+t+&quot;=this.stride[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,c=this.offset,d=0,ceil=Math.ceil&quot;);for(g=0;g&lt;e;++g)a.push(&quot;if(typeof i&quot;+g+&quot;===&#x27;number&#x27;){d=i&quot;+g+&quot;|0;if(d&lt;0){c+=b&quot;+g+&quot;*(a&quot;+g+&quot;-1);a&quot;+g+&quot;=ceil(-a&quot;+g+&quot;/d)}else{a&quot;+g+&quot;=ceil(a&quot;+g+&quot;/d)}b&quot;+g+&quot;*=d}&quot;);a.push(&quot;return new &quot;+r+&quot;(this.data,&quot;+o.map(function(t){return&quot;a&quot;+t}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;b&quot;+t}).join(&quot;,&quot;)+&quot;,c)}&quot;);var v=new Array(e),m=new Array(e);for(g=0;g&lt;e;++g)v[g]=&quot;a[i&quot;+g+&quot;]&quot;,m[g]=&quot;b[i&quot;+g+&quot;]&quot;;a.push(&quot;proto.transpose=function &quot;+r+&quot;_transpose(&quot;+l+&quot;){&quot;+l.map(function(t,e){return t+&quot;=(&quot;+t+&quot;===undefined?&quot;+e+&quot;:&quot;+t+&quot;|0)&quot;}).join(&quot;;&quot;),&quot;var a=this.shape,b=this.stride;return new &quot;+r+&quot;(this.data,&quot;+v.join(&quot;,&quot;)+&quot;,&quot;+m.join(&quot;,&quot;)+&quot;,this.offset)}&quot;),a.push(&quot;proto.pick=function &quot;+r+&quot;_pick(&quot;+l+&quot;){var a=[],b=[],c=this.offset&quot;);for(g=0;g&lt;e;++g)a.push(&quot;if(typeof i&quot;+g+&quot;===&#x27;number&#x27;&amp;&amp;i&quot;+g+&quot;&gt;=0){c=(c+this.stride[&quot;+g+&quot;]*i&quot;+g+&quot;)|0}else{a.push(this.shape[&quot;+g+&quot;]);b.push(this.stride[&quot;+g+&quot;])}&quot;);return a.push(&quot;var ctor=CTOR_LIST[a.length+1];return ctor(this.data,a,b,c)}&quot;),a.push(&quot;return function construct_&quot;+r+&quot;(data,shape,stride,offset){return new &quot;+r+&quot;(data,&quot;+o.map(function(t){return&quot;shape[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,&quot;+o.map(function(t){return&quot;stride[&quot;+t+&quot;]&quot;}).join(&quot;,&quot;)+&quot;,offset)}&quot;),new Function(&quot;CTOR_LIST&quot;,&quot;ORDER&quot;,a.join(&quot;\\n&quot;))(u[t],s)}var u={float32:[],float64:[],int8:[],int16:[],int32:[],uint8:[],uint16:[],uint32:[],array:[],uint8_clamped:[],buffer:[],generic:[]};e.exports=function(t,e,r,n){if(void 0===t)return(0,u.array[0])([]);&quot;number&quot;==typeof t&amp;&amp;(t=[t]),void 0===e&amp;&amp;(e=[t.length]);var o=e.length;if(void 0===r){r=new Array(o);for(var s=o-1,c=1;s&gt;=0;--s)r[s]=c,c*=e[s]}if(void 0===n)for(n=0,s=0;s&lt;o;++s)r[s]&lt;0&amp;&amp;(n-=(e[s]-1)*r[s]);for(var f=function(t){if(i(t))return&quot;buffer&quot;;if(a)switch(Object.prototype.toString.call(t)){case&quot;[object Float64Array]&quot;:return&quot;float64&quot;;case&quot;[object Float32Array]&quot;:return&quot;float32&quot;;case&quot;[object Int8Array]&quot;:return&quot;int8&quot;;case&quot;[object Int16Array]&quot;:return&quot;int16&quot;;case&quot;[object Int32Array]&quot;:return&quot;int32&quot;;case&quot;[object Uint8Array]&quot;:return&quot;uint8&quot;;case&quot;[object Uint16Array]&quot;:return&quot;uint16&quot;;case&quot;[object Uint32Array]&quot;:return&quot;uint32&quot;;case&quot;[object Uint8ClampedArray]&quot;:return&quot;uint8_clamped&quot;}return Array.isArray(t)?&quot;array&quot;:&quot;generic&quot;}(t),h=u[f];h.length&lt;=o+1;)h.push(l(f,h.length-1));return(0,h[o+1])(t,e,r,n)}},{&quot;iota-array&quot;:257,&quot;is-buffer&quot;:259}],287:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;double-bits&quot;),i=Math.pow(2,-1074),a=-1&gt;&gt;&gt;0;e.exports=function(t,e){if(isNaN(t)||isNaN(e))return NaN;if(t===e)return t;if(0===t)return e&lt;0?-i:i;var r=n.hi(t),o=n.lo(t);e&gt;t==t&gt;0?o===a?(r+=1,o=0):o+=1:0===o?(o=a,r-=1):o-=1;return n.pack(o,r)}},{&quot;double-bits&quot;:84}],288:[function(t,e,r){r.vertexNormals=function(t,e,r){for(var n=e.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o&lt;n;++o)i[o]=[0,0,0];for(o=0;o&lt;t.length;++o)for(var s=t[o],l=0,u=s[s.length-1],c=s[0],f=0;f&lt;s.length;++f){l=u,u=c,c=s[(f+1)%s.length];for(var h=e[l],d=e[u],p=e[c],g=new Array(3),v=0,m=new Array(3),y=0,b=0;b&lt;3;++b)g[b]=h[b]-d[b],v+=g[b]*g[b],m[b]=p[b]-d[b],y+=m[b]*m[b];if(v*y&gt;a){var x=i[u],_=1/Math.sqrt(v*y);for(b=0;b&lt;3;++b){var w=(b+1)%3,A=(b+2)%3;x[b]+=_*(m[w]*g[A]-m[A]*g[w])}}}for(o=0;o&lt;n;++o){x=i[o];var M=0;for(b=0;b&lt;3;++b)M+=x[b]*x[b];if(M&gt;a)for(_=1/Math.sqrt(M),b=0;b&lt;3;++b)x[b]*=_;else for(b=0;b&lt;3;++b)x[b]=0}return i},r.faceNormals=function(t,e,r){for(var n=t.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o&lt;n;++o){for(var s=t[o],l=new Array(3),u=0;u&lt;3;++u)l[u]=e[s[u]];var c=new Array(3),f=new Array(3);for(u=0;u&lt;3;++u)c[u]=l[1][u]-l[0][u],f[u]=l[2][u]-l[0][u];var h=new Array(3),d=0;for(u=0;u&lt;3;++u){var p=(u+1)%3,g=(u+2)%3;h[u]=c[p]*f[g]-c[g]*f[p],d+=h[u]*h[u]}d=d&gt;a?1/Math.sqrt(d):0;for(u=0;u&lt;3;++u)h[u]*=d;i[o]=h}return i}},{}],289:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i,a,o,s,l,u){var c=e+a+u;if(f&gt;0){var f=Math.sqrt(c+1);t[0]=.5*(o-l)/f,t[1]=.5*(s-n)/f,t[2]=.5*(r-a)/f,t[3]=.5*f}else{var h=Math.max(e,a,u),f=Math.sqrt(2*h-c+1);e&gt;=h?(t[0]=.5*f,t[1]=.5*(i+r)/f,t[2]=.5*(s+n)/f,t[3]=.5*(o-l)/f):a&gt;=h?(t[0]=.5*(r+i)/f,t[1]=.5*f,t[2]=.5*(l+o)/f,t[3]=.5*(s-n)/f):(t[0]=.5*(n+s)/f,t[1]=.5*(o+l)/f,t[2]=.5*f,t[3]=.5*(r-i)/f)}return t}},{}],290:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),c(r=[].slice.call(r,0,4),r);var i=new f(r,e,Math.log(n));i.setDistanceLimits(t.zoomMin,t.zoomMax),(&quot;eye&quot;in t||&quot;up&quot;in t)&amp;&amp;i.lookAt(0,t.eye,t.center,t.up);return i};var n=t(&quot;filtered-vector&quot;),i=t(&quot;gl-mat4/lookAt&quot;),a=t(&quot;gl-mat4/fromQuat&quot;),o=t(&quot;gl-mat4/invert&quot;),s=t(&quot;./lib/quatFromFrame&quot;);function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function u(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function c(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=u(r,n,i,a);o&gt;1e-6?(t[0]=r/o,t[1]=n/o,t[2]=i/o,t[3]=a/o):(t[0]=t[1]=t[2]=0,t[3]=1)}function f(t,e,r){this.radius=n([r]),this.center=n(e),this.rotation=n(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}var h=f.prototype;h.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},h.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;c(e,e);var r=this.computedMatrix;a(r,e);var n=this.computedCenter,i=this.computedEye,o=this.computedUp,s=Math.exp(this.computedRadius[0]);i[0]=n[0]+s*r[2],i[1]=n[1]+s*r[6],i[2]=n[2]+s*r[10],o[0]=r[1],o[1]=r[5],o[2]=r[9];for(var l=0;l&lt;3;++l){for(var u=0,f=0;f&lt;3;++f)u+=r[l+4*f]*i[f];r[12+l]=-u}},h.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n&lt;16;++n)e[n]=r[n];return e}return r},h.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},h.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},h.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=i[1],o=i[5],s=i[9],u=l(a,o,s);a/=u,o/=u,s/=u;var c=i[0],f=i[4],h=i[8],d=c*a+f*o+h*s,p=l(c-=a*d,f-=o*d,h-=s*d);c/=p,f/=p,h/=p;var g=i[2],v=i[6],m=i[10],y=g*a+v*o+m*s,b=g*c+v*f+m*h,x=l(g-=y*a+b*c,v-=y*o+b*f,m-=y*s+b*h);g/=x,v/=x,m/=x;var _=c*e+a*r,w=f*e+o*r,A=h*e+s*r;this.center.move(t,_,w,A);var M=Math.exp(this.computedRadius[0]);M=Math.max(1e-4,M+n),this.radius.set(t,Math.log(M))},h.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var i=this.computedMatrix,a=i[0],o=i[4],s=i[8],c=i[1],f=i[5],h=i[9],d=i[2],p=i[6],g=i[10],v=e*a+r*c,m=e*o+r*f,y=e*s+r*h,b=-(p*y-g*m),x=-(g*v-d*y),_=-(d*m-p*v),w=Math.sqrt(Math.max(0,1-Math.pow(b,2)-Math.pow(x,2)-Math.pow(_,2))),A=u(b,x,_,w);A&gt;1e-6?(b/=A,x/=A,_/=A,w/=A):(b=x=_=0,w=1);var M=this.computedRotation,T=M[0],k=M[1],E=M[2],L=M[3],S=T*w+L*b+k*_-E*x,C=k*w+L*x+E*b-T*_,O=E*w+L*_+T*x-k*b,R=L*w-T*b-k*x-E*_;if(n){b=d,x=p,_=g;var P=Math.sin(n)/l(b,x,_);b*=P,x*=P,_*=P,R=R*(w=Math.cos(e))-(S=S*w+R*b+C*_-O*x)*b-(C=C*w+R*x+O*b-S*_)*x-(O=O*w+R*_+S*x-C*b)*_}var z=u(S,C,O,R);z&gt;1e-6?(S/=z,C/=z,O/=z,R/=z):(S=C=O=0,R=1),this.rotation.set(t,S,C,O,R)},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]),c(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,u=0;u&lt;3;++u)l+=Math.pow(r[u]-e[u],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]),c(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)&gt;1e-6){var a=n[12]/i,l=n[13]/i,u=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,u-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e&gt;0&amp;&amp;this.radius.set(t,Math.log(e))},h.setDistanceLimits=function(t,e){t=t&gt;0?Math.log(t):-1/0,e=e&gt;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&amp;&amp;this.center.set(e,r[0],r[1],r[2]);var n=t.rotation;n&amp;&amp;this.rotation.set(e,n[0],n[1],n[2],n[3]);var i=t.distance;i&amp;&amp;i&gt;0&amp;&amp;this.radius.set(e,Math.log(i)),this.setDistanceLimits(t.zoomMin,t.zoomMax)}},{&quot;./lib/quatFromFrame&quot;:289,&quot;filtered-vector&quot;:91,&quot;gl-mat4/fromQuat&quot;:121,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/lookAt&quot;:125}],291:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;repeat-string&quot;);e.exports=function(t,e,r){return n(r=&quot;undefined&quot;!=typeof r?r+&quot;&quot;:&quot; &quot;,e)+t}},{&quot;repeat-string&quot;:315}],292:[function(t,e,r){e.exports=function(t,e){e||(e=[0,&quot;&quot;]),t=String(t);var r=parseFloat(t,10);return e[0]=r,e[1]=t.match(/[\\d.\\-\\+]*\\s*(.*)/)[1]||&quot;&quot;,e}},{}],293:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(e&lt;n){for(var r=1,a=0;a&lt;e;++a)for(var o=0;o&lt;a;++o)if(t[a]&lt;t[o])r=-r;else if(t[a]===t[o])return 0;return r}for(var s=i.mallocUint8(e),a=0;a&lt;e;++a)s[a]=0;for(var r=1,a=0;a&lt;e;++a)if(!s[a]){var l=1;s[a]=1;for(var o=t[a];o!==a;o=t[o]){if(s[o])return i.freeUint8(s),0;l+=1,s[o]=1}1&amp;l||(r=-r)}return i.freeUint8(s),r};var n=32,i=t(&quot;typedarray-pool&quot;)},{&quot;typedarray-pool&quot;:348}],294:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=t(&quot;invert-permutation&quot;);r.rank=function(t){var e=t.length;switch(e){case 0:case 1:return 0;case 2:return t[1]}var r,a,o,s=n.mallocUint32(e),l=n.mallocUint32(e),u=0;for(i(t,l),o=0;o&lt;e;++o)s[o]=t[o];for(o=e-1;o&gt;0;--o)a=l[o],r=s[o],s[o]=s[a],s[a]=r,l[o]=l[r],l[r]=a,u=(u+r)*o;return n.freeUint32(l),n.freeUint32(s),u},r.unrank=function(t,e,r){switch(t){case 0:return r||[];case 1:return r?(r[0]=0,r):[0];case 2:return r?(e?(r[0]=0,r[1]=1):(r[0]=1,r[1]=0),r):e?[0,1]:[1,0]}var n,i,a,o=1;for((r=r||new Array(t))[0]=0,a=1;a&lt;t;++a)r[a]=a,o=o*a|0;for(a=t-1;a&gt;0;--a)e=e-(n=e/o|0)*o|0,o=o/a|0,i=0|r[a],r[a]=0|r[n],r[n]=0|i;return r}},{&quot;invert-permutation&quot;:256,&quot;typedarray-pool&quot;:348}],295:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r=0|e.length,i=t.length,a=[new Array(r),new Array(r)],o=0;o&lt;r;++o)a[0][o]=[],a[1][o]=[];for(var o=0;o&lt;i;++o){var s=t[o];a[0][s[0]].push(s),a[1][s[1]].push(s)}for(var l=[],o=0;o&lt;r;++o)a[0][o].length+a[1][o].length===0&amp;&amp;l.push([o]);function u(t,e){var r=a[e][t[e]];r.splice(r.indexOf(t),1)}function c(t,r,i){for(var o,s,l,c=0;c&lt;2;++c)if(a[c][r].length&gt;0){o=a[c][r][0],l=c;break}s=o[1^l];for(var f=0;f&lt;2;++f)for(var h=a[f][r],d=0;d&lt;h.length;++d){var p=h[d],g=p[1^f],v=n(e[t],e[r],e[s],e[g]);v&gt;0&amp;&amp;(o=p,s=g,l=f)}return i?s:(o&amp;&amp;u(o,l),s)}function f(t,r){var i=a[r][t][0],o=[t];u(i,r);for(var s=i[1^r];;){for(;s!==t;)o.push(s),s=c(o[o.length-2],s,!1);if(a[0][t].length+a[1][t].length===0)break;var l=o[o.length-1],f=t,h=o[1],d=c(l,f,!0);if(n(e[l],e[f],e[h],e[d])&lt;0)break;o.push(t),s=c(l,f)}return o}function h(t,e){return e[1]===e[e.length-1]}for(var o=0;o&lt;r;++o)for(var d=0;d&lt;2;++d){for(var p=[];a[d][o].length&gt;0;){a[0][o].length;var g=f(o,d);h(p,g)?p.push.apply(p,g):(p.length&gt;0&amp;&amp;l.push(p),p=g)}p.length&gt;0&amp;&amp;l.push(p)}return l};var n=t(&quot;compare-angle&quot;)},{&quot;compare-angle&quot;:69}],296:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r=n(t,e.length),i=new Array(e.length),a=new Array(e.length),o=[],s=0;s&lt;e.length;++s){var l=r[s].length;a[s]=l,i[s]=!0,l&lt;=1&amp;&amp;o.push(s)}for(;o.length&gt;0;){var u=o.pop();i[u]=!1;for(var c=r[u],s=0;s&lt;c.length;++s){var f=c[s];0==--a[f]&amp;&amp;o.push(f)}}for(var h=new Array(e.length),d=[],s=0;s&lt;e.length;++s)if(i[s]){var u=d.length;h[s]=u,d.push(e[s])}else h[s]=-1;for(var p=[],s=0;s&lt;t.length;++s){var g=t[s];i[g[0]]&amp;&amp;i[g[1]]&amp;&amp;p.push([h[g[0]],h[g[1]]])}return[p,d]};var n=t(&quot;edges-to-adjacency-list&quot;)},{&quot;edges-to-adjacency-list&quot;:87}],297:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=u(t,e);t=r[0];for(var f=(e=r[1]).length,h=(t.length,n(t,e.length)),d=0;d&lt;f;++d)if(h[d].length%2==1)throw new Error(&quot;planar-graph-to-polyline: graph must be manifold&quot;);var p=i(t,e);for(var g=(p=p.filter(function(t){for(var r=t.length,n=[0],i=0;i&lt;r;++i){var a=e[t[i]],l=e[t[(i+1)%r]],u=o(-a[0],a[1]),c=o(-a[0],l[1]),f=o(l[0],a[1]),h=o(l[0],l[1]);n=s(n,s(s(u,c),s(f,h)))}return n[n.length-1]&gt;0})).length,v=new Array(g),m=new Array(g),d=0;d&lt;g;++d){v[d]=d;var y=new Array(g),b=p[d].map(function(t){return e[t]}),x=a([b]),_=0;t:for(var w=0;w&lt;g;++w)if(y[w]=0,d!==w){for(var A=p[w],M=A.length,T=0;T&lt;M;++T){var k=x(e[A[T]]);if(0!==k){k&lt;0&amp;&amp;(y[w]=1,_+=1);continue t}}y[w]=1,_+=1}m[d]=[_,d,y]}m.sort(function(t,e){return e[0]-t[0]});for(var d=0;d&lt;g;++d)for(var y=m[d],E=y[1],L=y[2],w=0;w&lt;g;++w)L[w]&amp;&amp;(v[w]=E);for(var S=function(t){for(var e=new Array(t),r=0;r&lt;t;++r)e[r]=[];return e}(g),d=0;d&lt;g;++d)S[d].push(v[d]),S[v[d]].push(d);for(var C={},O=c(f,!1),d=0;d&lt;g;++d)for(var A=p[d],M=A.length,w=0;w&lt;M;++w){var R=A[w],P=A[(w+1)%M],z=Math.min(R,P)+&quot;:&quot;+Math.max(R,P);if(z in C){var I=C[z];S[I].push(d),S[d].push(I),O[R]=O[P]=!0}else C[z]=d}function N(t){for(var e=t.length,r=0;r&lt;e;++r)if(!O[t[r]])return!1;return!0}for(var D=[],F=c(g,-1),d=0;d&lt;g;++d)v[d]!==d||N(p[d])?F[d]=-1:(D.push(d),F[d]=0);var r=[];for(;D.length&gt;0;){var j=D.pop(),B=S[j];l(B,function(t,e){return t-e});var U,V=B.length,H=F[j];if(0===H){var A=p[j];U=[A]}for(var d=0;d&lt;V;++d){var q=B[d];if(!(F[q]&gt;=0)&amp;&amp;(F[q]=1^H,D.push(q),0===H)){var A=p[q];N(A)||(A.reverse(),U.push(A))}}0===H&amp;&amp;r.push(U)}return r};var n=t(&quot;edges-to-adjacency-list&quot;),i=t(&quot;planar-dual&quot;),a=t(&quot;point-in-big-polygon&quot;),o=t(&quot;two-product&quot;),s=t(&quot;robust-sum&quot;),l=t(&quot;uniq&quot;),u=t(&quot;./lib/trim-leaves&quot;);function c(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}},{&quot;./lib/trim-leaves&quot;:296,&quot;edges-to-adjacency-list&quot;:87,&quot;planar-dual&quot;:295,&quot;point-in-big-polygon&quot;:298,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346,uniq:350}],298:[function(t,e,r){e.exports=function(t){for(var e=t.length,r=[],a=[],s=0;s&lt;e;++s)for(var c=t[s],f=c.length,h=f-1,d=0;d&lt;f;h=d++){var p=c[h],g=c[d];p[0]===g[0]?a.push([p,g]):r.push([p,g])}if(0===r.length)return 0===a.length?u:(v=l(a),function(t){return v(t[0],t[1])?0:1});var v;var m=i(r),y=function(t,e){return function(r){var i=o.le(e,r[0]);if(i&lt;0)return 1;var a=t[i];if(!a){if(!(i&gt;0&amp;&amp;e[i]===r[0]))return 1;a=t[i-1]}for(var s=1;a;){var l=a.key,u=n(r,l[0],l[1]);if(l[0][0]&lt;l[1][0])if(u&lt;0)a=a.left;else{if(!(u&gt;0))return 0;s=-1,a=a.right}else if(u&gt;0)a=a.left;else{if(!(u&lt;0))return 0;s=1,a=a.right}}return s}}(m.slabs,m.coordinates);return 0===a.length?y:function(t,e){return function(r){return t(r[0],r[1])?0:e(r)}}(l(a),y)};var n=t(&quot;robust-orientation&quot;)[3],i=t(&quot;slab-decomposition&quot;),a=t(&quot;interval-tree-1d&quot;),o=t(&quot;binary-search-bounds&quot;);function s(){return!0}function l(t){for(var e={},r=0;r&lt;t.length;++r){var n=t[r],i=n[0][0],o=n[0][1],l=n[1][1],u=[Math.min(o,l),Math.max(o,l)];i in e?e[i].push(u):e[i]=[u]}var c={},f=Object.keys(e);for(r=0;r&lt;f.length;++r){var h=e[f[r]];c[f[r]]=a(h)}return function(t){return function(e,r){var n=t[e];return!!n&amp;&amp;!!n.queryPoint(r,s)}}(c)}function u(t){return 1}},{&quot;binary-search-bounds&quot;:35,&quot;interval-tree-1d&quot;:255,&quot;robust-orientation&quot;:322,&quot;slab-decomposition&quot;:338}],299:[function(t,e,r){var n,i=t(&quot;./lib/build-log&quot;),a=t(&quot;./lib/epsilon&quot;),o=t(&quot;./lib/intersecter&quot;),s=t(&quot;./lib/segment-chainer&quot;),l=t(&quot;./lib/segment-selector&quot;),u=t(&quot;./lib/geojson&quot;),c=!1,f=a();function h(t,e,r){var i=n.segments(t),a=n.segments(e),o=r(n.combine(i,a));return n.polygon(o)}n={buildLog:function(t){return!0===t?c=i():!1===t&amp;&amp;(c=!1),!1!==c&amp;&amp;c.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,c);return t.regions.forEach(e.addRegion),{segments:e.calculate(t.inverted),inverted:t.inverted}},combine:function(t,e){return{combined:o(!1,f,c).calculate(t.segments,t.inverted,e.segments,e.inverted),inverted1:t.inverted,inverted2:e.inverted}},selectUnion:function(t){return{segments:l.union(t.combined,c),inverted:t.inverted1||t.inverted2}},selectIntersect:function(t){return{segments:l.intersect(t.combined,c),inverted:t.inverted1&amp;&amp;t.inverted2}},selectDifference:function(t){return{segments:l.difference(t.combined,c),inverted:t.inverted1&amp;&amp;!t.inverted2}},selectDifferenceRev:function(t){return{segments:l.differenceRev(t.combined,c),inverted:!t.inverted1&amp;&amp;t.inverted2}},selectXor:function(t){return{segments:l.xor(t.combined,c),inverted:t.inverted1!==t.inverted2}},polygon:function(t){return{regions:s(t.segments,f,c),inverted:t.inverted}},polygonFromGeoJSON:function(t){return u.toPolygon(n,t)},polygonToGeoJSON:function(t){return u.fromPolygon(n,f,t)},union:function(t,e){return h(t,e,n.selectUnion)},intersect:function(t,e){return h(t,e,n.selectIntersect)},difference:function(t,e){return h(t,e,n.selectDifference)},differenceRev:function(t,e){return h(t,e,n.selectDifferenceRev)},xor:function(t,e){return h(t,e,n.selectXor)}},&quot;object&quot;==typeof window&amp;&amp;(window.PolyBool=n),e.exports=n},{&quot;./lib/build-log&quot;:300,&quot;./lib/epsilon&quot;:301,&quot;./lib/geojson&quot;:302,&quot;./lib/intersecter&quot;:303,&quot;./lib/segment-chainer&quot;:305,&quot;./lib/segment-selector&quot;:306}],300:[function(t,e,r){e.exports=function(){var t,e=0,r=!1;function n(e,r){return t.list.push({type:e,data:r?JSON.parse(JSON.stringify(r)):void 0}),t}return t={list:[],segmentId:function(){return e++},checkIntersection:function(t,e){return n(&quot;check&quot;,{seg1:t,seg2:e})},segmentChop:function(t,e){return n(&quot;div_seg&quot;,{seg:t,pt:e}),n(&quot;chop&quot;,{seg:t,pt:e})},statusRemove:function(t){return n(&quot;pop_seg&quot;,{seg:t})},segmentUpdate:function(t){return n(&quot;seg_update&quot;,{seg:t})},segmentNew:function(t,e){return n(&quot;new_seg&quot;,{seg:t,primary:e})},segmentRemove:function(t){return n(&quot;rem_seg&quot;,{seg:t})},tempStatus:function(t,e,r){return n(&quot;temp_status&quot;,{seg:t,above:e,below:r})},rewind:function(t){return n(&quot;rewind&quot;,{seg:t})},status:function(t,e,r){return n(&quot;status&quot;,{seg:t,above:e,below:r})},vert:function(e){return e===r?t:(r=e,n(&quot;vert&quot;,{x:e}))},log:function(t){return&quot;string&quot;!=typeof t&amp;&amp;(t=JSON.stringify(t,!1,&quot;  &quot;)),n(&quot;log&quot;,{txt:t})},reset:function(){return n(&quot;reset&quot;)},selected:function(t){return n(&quot;selected&quot;,{segs:t})},chainStart:function(t){return n(&quot;chain_start&quot;,{seg:t})},chainRemoveHead:function(t,e){return n(&quot;chain_rem_head&quot;,{index:t,pt:e})},chainRemoveTail:function(t,e){return n(&quot;chain_rem_tail&quot;,{index:t,pt:e})},chainNew:function(t,e){return n(&quot;chain_new&quot;,{pt1:t,pt2:e})},chainMatch:function(t){return n(&quot;chain_match&quot;,{index:t})},chainClose:function(t){return n(&quot;chain_close&quot;,{index:t})},chainAddHead:function(t,e){return n(&quot;chain_add_head&quot;,{index:t,pt:e})},chainAddTail:function(t,e){return n(&quot;chain_add_tail&quot;,{index:t,pt:e})},chainConnect:function(t,e){return n(&quot;chain_con&quot;,{index1:t,index2:e})},chainReverse:function(t){return n(&quot;chain_rev&quot;,{index:t})},chainJoin:function(t,e){return n(&quot;chain_join&quot;,{index1:t,index2:e})},done:function(){return n(&quot;done&quot;)}}}},{}],301:[function(t,e,r){e.exports=function(t){&quot;number&quot;!=typeof t&amp;&amp;(t=1e-10);var e={epsilon:function(e){return&quot;number&quot;==typeof e&amp;&amp;(t=e),t},pointAboveOrOnLine:function(e,r,n){var i=r[0],a=r[1],o=n[0],s=n[1],l=e[0];return(o-i)*(e[1]-a)-(s-a)*(l-i)&gt;=-t},pointBetween:function(e,r,n){var i=e[1]-r[1],a=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*a+i*s;return!(l&lt;t||l-(a*a+s*s)&gt;-t)},pointsSameX:function(e,r){return Math.abs(e[0]-r[0])&lt;t},pointsSameY:function(e,r){return Math.abs(e[1]-r[1])&lt;t},pointsSame:function(t,r){return e.pointsSameX(t,r)&amp;&amp;e.pointsSameY(t,r)},pointsCompare:function(t,r){return e.pointsSameX(t,r)?e.pointsSameY(t,r)?0:t[1]&lt;r[1]?-1:1:t[0]&lt;r[0]?-1:1},pointsCollinear:function(e,r,n){var i=e[0]-r[0],a=e[1]-r[1],o=r[0]-n[0],s=r[1]-n[1];return Math.abs(i*s-o*a)&lt;t},linesIntersect:function(e,r,n,i){var a=r[0]-e[0],o=r[1]-e[1],s=i[0]-n[0],l=i[1]-n[1],u=a*l-o*s;if(Math.abs(u)&lt;t)return!1;var c=e[0]-n[0],f=e[1]-n[1],h=(s*f-l*c)/u,d=(a*f-o*c)/u,p={alongA:0,alongB:0,pt:[e[0]+h*a,e[1]+h*o]};return p.alongA=h&lt;=-t?-2:h&lt;t?-1:h-1&lt;=-t?0:h-1&lt;t?1:2,p.alongB=d&lt;=-t?-2:d&lt;t?-1:d-1&lt;=-t?0:d-1&lt;t?1:2,p},pointInsideRegion:function(e,r){for(var n=e[0],i=e[1],a=r[r.length-1][0],o=r[r.length-1][1],s=!1,l=0;l&lt;r.length;l++){var u=r[l][0],c=r[l][1];c-i&gt;t!=o-i&gt;t&amp;&amp;(a-u)*(i-c)/(o-c)+u-n&gt;t&amp;&amp;(s=!s),a=u,o=c}return s}};return e}},{}],302:[function(t,e,r){var n={toPolygon:function(t,e){function r(e){if(e.length&lt;=0)return t.segments({inverted:!1,regions:[]});function r(e){var r=e.slice(0,e.length-1);return t.segments({inverted:!1,regions:[r]})}for(var n=r(e[0]),i=1;i&lt;e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if(&quot;Polygon&quot;===e.type)return t.polygon(r(e.coordinates));if(&quot;MultiPolygon&quot;===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i&lt;e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error(&quot;PolyBool: Cannot convert GeoJSON object to PolyBool polygon&quot;)},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r&lt;t.children.length;r++){if(n(e,(s=t.children[r]).region))return void o(s,e)}var a=i(e);for(r=0;r&lt;t.children.length;r++){var s;n((s=t.children[r]).region,e)&amp;&amp;(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s&lt;r.regions.length;s++){var l=r.regions[s];l.length&lt;3||o(a,l)}function u(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o&lt;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&lt;0!==e&amp;&amp;a.reverse(),a.push([a[0][0],a[0][1]]),a}var c=[];function f(t){var e=[u(t.region,!1)];c.push(e);for(var r=0;r&lt;t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e&lt;t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s&lt;a.children.length;s++)f(a.children[s]);return c.length&lt;=0?{type:&quot;Polygon&quot;,coordinates:[]}:1==c.length?{type:&quot;Polygon&quot;,coordinates:c[0]}:{type:&quot;MultiPolygon&quot;,coordinates:c}}};e.exports=n},{}],303:[function(t,e,r){var n=t(&quot;./linked-list&quot;);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)&lt;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&amp;&amp;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 u(i,o){var s=n.create();function u(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)?1:e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)&gt;0})}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&amp;&amp;r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),d=e.pointsSame(s,c);if(h&amp;&amp;d)return n;var p=!h&amp;&amp;e.pointBetween(o,u,c),g=!d&amp;&amp;e.pointBetween(s,u,c);if(h)return g?l(n,s):l(t,c),n;p&amp;&amp;(d||(g?l(n,s):l(t,c)),l(n,o))}else 0===f.alongA&amp;&amp;(-1===f.alongB?l(t,u):0===f.alongB?l(t,f.pt):1===f.alongB&amp;&amp;l(t,c)),0===f.alongB&amp;&amp;(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&amp;&amp;l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&amp;&amp;r.vert(h.pt[0]),h.isStart){r&amp;&amp;r.segmentNew(h.seg,h.primary);var d=u(h),p=d.before?d.before.ev:null,g=d.after?d.after.ev:null;function v(){if(p){var t=c(h,p);if(t)return t}return!!g&amp;&amp;c(h,g)}r&amp;&amp;r.tempStatus(h.seg,!!p&amp;&amp;p.seg,!!g&amp;&amp;g.seg);var m,y,b=v();if(b)t?(y=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&amp;&amp;(b.seg.myFill.above=!b.seg.myFill.above):b.seg.otherFill=h.seg.myFill,r&amp;&amp;r.segmentUpdate(b.seg),h.other.remove(),h.remove();if(a.getHead()!==h){r&amp;&amp;r.rewind(h.seg);continue}t?(y=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=g?g.seg.myFill.above:i,h.seg.myFill.above=y?!h.seg.myFill.below:h.seg.myFill.below):null===h.seg.otherFill&amp;&amp;(m=g?h.primary===g.primary?g.seg.otherFill.above:g.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:m,below:m}),r&amp;&amp;r.status(h.seg,!!p&amp;&amp;p.seg,!!g&amp;&amp;g.seg),h.other.status=d.insert(n.node({ev:h}))}else{var x=h.status;if(null===x)throw new Error(&quot;PolyBool: Zero-length segment detected; your epsilon is probably too small or too large&quot;);if(s.exists(x.prev)&amp;&amp;s.exists(x.next)&amp;&amp;c(x.prev.ev,x.next.ev),r&amp;&amp;r.statusRemove(x.ev.seg),x.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&amp;&amp;r.done(),f}return t?{addRegion:function(t){for(var n,i,a,o=t[t.length-1],l=0;l&lt;t.length;l++){n=o,o=t[l];var u=e.pointsCompare(n,o);0!==u&amp;&amp;s((i=u&lt;0?n:o,a=u&lt;0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return u(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)}),u(e,n)}}}},{&quot;./linked-list&quot;:304}],304:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&amp;&amp;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&amp;&amp;!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&amp;&amp;(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&amp;&amp;(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},{}],305:[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(&quot;PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large&quot;);else{r&amp;&amp;r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},u=s,c=0;c&lt;n.length;c++){var f=(v=n[c])[0],h=(v[1],v[v.length-1]);if(v[v.length-2],e.pointsSame(f,a)){if(M(c,!0,!0))break}else if(e.pointsSame(f,o)){if(M(c,!0,!1))break}else if(e.pointsSame(h,a)){if(M(c,!1,!0))break}else if(e.pointsSame(h,o)&amp;&amp;M(c,!1,!1))break}if(u===s)return n.push([a,o]),void(r&amp;&amp;r.chainNew(a,o));if(u===l){r&amp;&amp;r.chainMatch(s.index);var d=s.index,p=s.matches_pt1?o:a,g=s.matches_head,v=n[d],m=g?v[0]:v[v.length-1],y=g?v[1]:v[v.length-2],b=g?v[v.length-1]:v[0],x=g?v[v.length-2]:v[1];return e.pointsCollinear(y,m,p)&amp;&amp;(g?(r&amp;&amp;r.chainRemoveHead(s.index,p),v.shift()):(r&amp;&amp;r.chainRemoveTail(s.index,p),v.pop()),m=y),e.pointsSame(b,p)?(n.splice(d,1),e.pointsCollinear(x,b,m)&amp;&amp;(g?(r&amp;&amp;r.chainRemoveTail(s.index,m),v.pop()):(r&amp;&amp;r.chainRemoveHead(s.index,m),v.shift())),r&amp;&amp;r.chainClose(s.index),void i.push(v)):void(g?(r&amp;&amp;r.chainAddHead(s.index,p),v.unshift(p)):(r&amp;&amp;r.chainAddTail(s.index,p),v.push(p)))}var _=s.index,w=l.index;r&amp;&amp;r.chainConnect(_,w);var A=n[_].length&lt;n[w].length;s.matches_head?l.matches_head?A?(T(_),k(_,w)):(T(w),k(w,_)):k(w,_):l.matches_head?k(_,w):A?(T(_),k(w,_)):(T(w),k(_,w))}function M(t,e,r){return u.index=t,u.matches_head=e,u.matches_pt1=r,u===s?(u=l,!1):(u=null,!0)}function T(t){r&amp;&amp;r.chainReverse(t),n[t].reverse()}function k(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&amp;&amp;(r&amp;&amp;r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&amp;&amp;(r&amp;&amp;r.chainRemoveHead(i,u),o.shift()),r&amp;&amp;r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}}),i}},{}],306:[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&amp;&amp;t.otherFill.above?2:0)+(t.otherFill&amp;&amp;t.otherFill.below?1:0);0!==e[i]&amp;&amp;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&amp;&amp;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},{}],307:[function(t,e,r){&quot;use strict&quot;;var n=new Float64Array(4),i=new Float64Array(4),a=new Float64Array(4);e.exports=function(t,e,r,o,s){n.length&lt;o.length&amp;&amp;(n=new Float64Array(o.length),i=new Float64Array(o.length),a=new Float64Array(o.length));for(var l=0;l&lt;o.length;++l)n[l]=t[l]-o[l],i[l]=e[l]-t[l],a[l]=r[l]-t[l];var u=0,c=0,f=0,h=0,d=0,p=0;for(l=0;l&lt;o.length;++l){var g=i[l],v=a[l],m=n[l];u+=g*g,c+=g*v,f+=v*v,h+=m*g,d+=m*v,p+=m*m}var y,b,x,_,w,A=Math.abs(u*f-c*c),M=c*d-f*h,T=c*h-u*d;if(M+T&lt;=A)if(M&lt;0)T&lt;0&amp;&amp;h&lt;0?(T=0,-h&gt;=u?(M=1,y=u+2*h+p):y=h*(M=-h/u)+p):(M=0,d&gt;=0?(T=0,y=p):-d&gt;=f?(T=1,y=f+2*d+p):y=d*(T=-d/f)+p);else if(T&lt;0)T=0,h&gt;=0?(M=0,y=p):-h&gt;=u?(M=1,y=u+2*h+p):y=h*(M=-h/u)+p;else{var k=1/A;y=(M*=k)*(u*M+c*(T*=k)+2*h)+T*(c*M+f*T+2*d)+p}else M&lt;0?(x=f+d)&gt;(b=c+h)?(_=x-b)&gt;=(w=u-2*c+f)?(M=1,T=0,y=u+2*h+p):y=(M=_/w)*(u*M+c*(T=1-M)+2*h)+T*(c*M+f*T+2*d)+p:(M=0,x&lt;=0?(T=1,y=f+2*d+p):d&gt;=0?(T=0,y=p):y=d*(T=-d/f)+p):T&lt;0?(x=u+h)&gt;(b=c+d)?(_=x-b)&gt;=(w=u-2*c+f)?(T=1,M=0,y=f+2*d+p):y=(M=1-(T=_/w))*(u*M+c*T+2*h)+T*(c*M+f*T+2*d)+p:(T=0,x&lt;=0?(M=1,y=u+2*h+p):h&gt;=0?(M=0,y=p):y=h*(M=-h/u)+p):(_=f+d-c-h)&lt;=0?(M=0,T=1,y=f+2*d+p):_&gt;=(w=u-2*c+f)?(M=1,T=0,y=u+2*h+p):y=(M=_/w)*(u*M+c*(T=1-M)+2*h)+T*(c*M+f*T+2*d)+p;var E=1-M-T;for(l=0;l&lt;o.length;++l)s[l]=E*t[l]+M*e[l]+T*r[l];return y&lt;0?0:y}},{}],308:[function(t,e,r){var n,i,a=e.exports={};function o(){throw new Error(&quot;setTimeout has not been defined&quot;)}function s(){throw new Error(&quot;clearTimeout has not been defined&quot;)}function l(t){if(n===setTimeout)return setTimeout(t,0);if((n===o||!n)&amp;&amp;setTimeout)return n=setTimeout,setTimeout(t,0);try{return n(t,0)}catch(e){try{return n.call(null,t,0)}catch(e){return n.call(this,t,0)}}}!function(){try{n=&quot;function&quot;==typeof setTimeout?setTimeout:o}catch(t){n=o}try{i=&quot;function&quot;==typeof clearTimeout?clearTimeout:s}catch(t){i=s}}();var u,c=[],f=!1,h=-1;function d(){f&amp;&amp;u&amp;&amp;(f=!1,u.length?c=u.concat(c):h=-1,c.length&amp;&amp;p())}function p(){if(!f){var t=l(d);f=!0;for(var e=c.length;e;){for(u=c,c=[];++h&lt;e;)u&amp;&amp;u[h].run();h=-1,e=c.length}u=null,f=!1,function(t){if(i===clearTimeout)return clearTimeout(t);if((i===s||!i)&amp;&amp;clearTimeout)return i=clearTimeout,clearTimeout(t);try{i(t)}catch(e){try{return i.call(null,t)}catch(e){return i.call(this,t)}}}(t)}}function g(t,e){this.fun=t,this.array=e}function v(){}a.nextTick=function(t){var e=new Array(arguments.length-1);if(arguments.length&gt;1)for(var r=1;r&lt;arguments.length;r++)e[r-1]=arguments[r];c.push(new g(t,e)),1!==c.length||f||l(p)},g.prototype.run=function(){this.fun.apply(null,this.array)},a.title=&quot;browser&quot;,a.browser=!0,a.env={},a.argv=[],a.version=&quot;&quot;,a.versions={},a.on=v,a.addListener=v,a.once=v,a.off=v,a.removeListener=v,a.removeAllListeners=v,a.emit=v,a.prependListener=v,a.prependOnceListener=v,a.listeners=function(t){return[]},a.binding=function(t){throw new Error(&quot;process.binding is not supported&quot;)},a.cwd=function(){return&quot;/&quot;},a.chdir=function(t){throw new Error(&quot;process.chdir is not supported&quot;)},a.umask=function(){return 0}},{}],309:[function(t,e,r){e.exports=t(&quot;gl-quat/slerp&quot;)},{&quot;gl-quat/slerp&quot;:143}],310:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;big-rat/add&quot;);e.exports=function(t,e){for(var r=t.length,i=new Array(r),a=0;a&lt;r;++a)i[a]=n(t[a],e[a]);return i}},{&quot;big-rat/add&quot;:19}],311:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=new Array(t.length),r=0;r&lt;t.length;++r)e[r]=n(t[r]);return e};var n=t(&quot;big-rat&quot;)},{&quot;big-rat&quot;:22}],312:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;big-rat&quot;),i=t(&quot;big-rat/mul&quot;);e.exports=function(t,e){for(var r=n(e),a=t.length,o=new Array(a),s=0;s&lt;a;++s)o[s]=i(t[s],r);return o}},{&quot;big-rat&quot;:22,&quot;big-rat/mul&quot;:31}],313:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;big-rat/sub&quot;);e.exports=function(t,e){for(var r=t.length,i=new Array(r),a=0;a&lt;r;++a)i[a]=n(t[a],e[a]);return i}},{&quot;big-rat/sub&quot;:33}],314:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;compare-cell&quot;),i=t(&quot;compare-oriented-cell&quot;),a=t(&quot;cell-orientation&quot;);e.exports=function(t){t.sort(i);for(var e=t.length,r=0,o=0;o&lt;e;++o){var s=t[o],l=a(s);if(0!==l){if(r&gt;0){var u=t[r-1];if(0===n(s,u)&amp;&amp;a(u)!==l){r-=1;continue}}t[r++]=s}}return t.length=r,t}},{&quot;cell-orientation&quot;:55,&quot;compare-cell&quot;:70,&quot;compare-oriented-cell&quot;:71}],315:[function(t,e,r){&quot;use strict&quot;;var n,i=&quot;&quot;;e.exports=function(t,e){if(&quot;string&quot;!=typeof t)throw new TypeError(&quot;expected a string&quot;);if(1===e)return t;if(2===e)return t+t;var r=t.length*e;if(n!==t||&quot;undefined&quot;==typeof n)n=t,i=&quot;&quot;;else if(i.length&gt;=r)return i.substr(0,r);for(;r&gt;i.length&amp;&amp;e&gt;1;)1&amp;e&amp;&amp;(i+=t),e&gt;&gt;=1,t+=t;return i=(i+=t).substr(0,r)}},{}],316:[function(t,e,r){(function(t){e.exports=t.performance&amp;&amp;t.performance.now?function(){return performance.now()}:Date.now||function(){return+new Date}}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{})},{}],317:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.length,r=t[t.length-1],n=e,i=e-2;i&gt;=0;--i){var a=r,o=t[i],s=(r=a+o)-a,l=o-s;l&amp;&amp;(t[--n]=r,r=l)}for(var u=0,i=n;i&lt;e;++i){var a=t[i],o=r,s=(r=a+o)-a,l=o-s;l&amp;&amp;(t[u++]=l)}return t[u++]=r,t.length=u,t}},{}],318:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;),a=t(&quot;robust-scale&quot;),o=t(&quot;robust-compress&quot;),s=6;function l(t,e){for(var r=new Array(t.length-1),n=1;n&lt;t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a&lt;t.length;++a)a!==e&amp;&amp;(i[o++]=t[n][a]);return r}function u(t){if(2===t.length)return[&quot;sum(prod(&quot;,t[0][0],&quot;,&quot;,t[1][1],&quot;),prod(-&quot;,t[0][1],&quot;,&quot;,t[1][0],&quot;))&quot;].join(&quot;&quot;);for(var e=[],r=0;r&lt;t.length;++r)e.push([&quot;scale(&quot;,u(l(t,r)),&quot;,&quot;,(n=r,1&amp;n?&quot;-&quot;:&quot;&quot;),t[0][r],&quot;)&quot;].join(&quot;&quot;));return function t(e){if(1===e.length)return e[0];if(2===e.length)return[&quot;sum(&quot;,e[0],&quot;,&quot;,e[1],&quot;)&quot;].join(&quot;&quot;);var r=e.length&gt;&gt;1;return[&quot;sum(&quot;,t(e.slice(0,r)),&quot;,&quot;,t(e.slice(r)),&quot;)&quot;].join(&quot;&quot;)}(e);var n}function c(t){return new Function(&quot;sum&quot;,&quot;scale&quot;,&quot;prod&quot;,&quot;compress&quot;,[&quot;function robustDeterminant&quot;,t,&quot;(m){return compress(&quot;,u(function(t){for(var e=new Array(t),r=0;r&lt;t;++r){e[r]=new Array(t);for(var n=0;n&lt;t;++n)e[r][n]=[&quot;m[&quot;,r,&quot;][&quot;,n,&quot;]&quot;].join(&quot;&quot;)}return e}(t)),&quot;)};return robustDeterminant&quot;,t].join(&quot;&quot;))(i,a,n,o)}var f=[function(){return[0]},function(t){return[t[0][0]]}];!function(){for(;f.length&lt;s;)f.push(c(f.length));for(var t=[],r=[&quot;function robustDeterminant(m){switch(m.length){&quot;],n=0;n&lt;s;++n)t.push(&quot;det&quot;+n),r.push(&quot;case &quot;,n,&quot;:return det&quot;,n,&quot;(m);&quot;);r.push(&quot;}var det=CACHE[m.length];if(!det)det=CACHE[m.length]=gen(m.length);return det(m);}return robustDeterminant&quot;),t.push(&quot;CACHE&quot;,&quot;gen&quot;,r.join(&quot;&quot;));var i=Function.apply(void 0,t);for(e.exports=i.apply(void 0,f.concat([f,c])),n=0;n&lt;f.length;++n)e.exports[n]=f[n]}()},{&quot;robust-compress&quot;:317,&quot;robust-scale&quot;:324,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],319:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;);e.exports=function(t,e){for(var r=n(t[0],e[0]),a=1;a&lt;t.length;++a)r=i(r,n(t[a],e[a]));return r}},{&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],320:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;),a=t(&quot;robust-subtract&quot;),o=t(&quot;robust-scale&quot;),s=6;function l(t,e){for(var r=new Array(t.length-1),n=1;n&lt;t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a&lt;t.length;++a)a!==e&amp;&amp;(i[o++]=t[n][a]);return r}function u(t){if(1===t.length)return t[0];if(2===t.length)return[&quot;sum(&quot;,t[0],&quot;,&quot;,t[1],&quot;)&quot;].join(&quot;&quot;);var e=t.length&gt;&gt;1;return[&quot;sum(&quot;,u(t.slice(0,e)),&quot;,&quot;,u(t.slice(e)),&quot;)&quot;].join(&quot;&quot;)}function c(t,e){if(&quot;m&quot;===t.charAt(0)){if(&quot;w&quot;===e.charAt(0)){var r=t.split(&quot;[&quot;);return[&quot;w&quot;,e.substr(1),&quot;m&quot;,r[0].substr(1)].join(&quot;&quot;)}return[&quot;prod(&quot;,t,&quot;,&quot;,e,&quot;)&quot;].join(&quot;&quot;)}return c(e,t)}function f(t){if(2===t.length)return[[&quot;diff(&quot;,c(t[0][0],t[1][1]),&quot;,&quot;,c(t[1][0],t[0][1]),&quot;)&quot;].join(&quot;&quot;)];for(var e=[],r=0;r&lt;t.length;++r)e.push([&quot;scale(&quot;,u(f(l(t,r))),&quot;,&quot;,(n=r,!0&amp;n?&quot;-&quot;:&quot;&quot;),t[0][r],&quot;)&quot;].join(&quot;&quot;));return e;var n}function h(t,e){for(var r=[],n=0;n&lt;e-2;++n)r.push([&quot;prod(m&quot;,t,&quot;[&quot;,n,&quot;],m&quot;,t,&quot;[&quot;,n,&quot;])&quot;].join(&quot;&quot;));return u(r)}function d(t){for(var e=[],r=[],s=function(t){for(var e=new Array(t),r=0;r&lt;t;++r){e[r]=new Array(t);for(var n=0;n&lt;t;++n)e[r][n]=[&quot;m&quot;,n,&quot;[&quot;,t-r-2,&quot;]&quot;].join(&quot;&quot;)}return e}(t),c=0;c&lt;t;++c)s[0][c]=&quot;1&quot;,s[t-1][c]=&quot;w&quot;+c;for(c=0;c&lt;t;++c)0==(1&amp;c)?e.push.apply(e,f(l(s,c))):r.push.apply(r,f(l(s,c)));var d=u(e),p=u(r),g=&quot;exactInSphere&quot;+t,v=[];for(c=0;c&lt;t;++c)v.push(&quot;m&quot;+c);var m=[&quot;function &quot;,g,&quot;(&quot;,v.join(),&quot;){&quot;];for(c=0;c&lt;t;++c){m.push(&quot;var w&quot;,c,&quot;=&quot;,h(c,t),&quot;;&quot;);for(var y=0;y&lt;t;++y)y!==c&amp;&amp;m.push(&quot;var w&quot;,c,&quot;m&quot;,y,&quot;=scale(w&quot;,c,&quot;,m&quot;,y,&quot;[0]);&quot;)}return m.push(&quot;var p=&quot;,d,&quot;,n=&quot;,p,&quot;,d=diff(p,n);return d[d.length-1];}return &quot;,g),new Function(&quot;sum&quot;,&quot;diff&quot;,&quot;prod&quot;,&quot;scale&quot;,m.join(&quot;&quot;))(i,a,n,o)}var p=[function(){return 0},function(){return 0},function(){return 0}];!function(){for(;p.length&lt;=s;)p.push(d(p.length));for(var t=[],r=[&quot;slow&quot;],n=0;n&lt;=s;++n)t.push(&quot;a&quot;+n),r.push(&quot;o&quot;+n);var i=[&quot;function testInSphere(&quot;,t.join(),&quot;){switch(arguments.length){case 0:case 1:return 0;&quot;];for(n=2;n&lt;=s;++n)i.push(&quot;case &quot;,n,&quot;:return o&quot;,n,&quot;(&quot;,t.slice(0,n).join(),&quot;);&quot;);i.push(&quot;}var s=new Array(arguments.length);for(var i=0;i&lt;arguments.length;++i){s[i]=arguments[i]};return slow(s);}return testInSphere&quot;),r.push(i.join(&quot;&quot;));var a=Function.apply(void 0,r);for(e.exports=a.apply(void 0,[function(t){var e=p[t.length];return e||(e=p[t.length]=d(t.length)),e.apply(void 0,t)}].concat(p)),n=0;n&lt;=s;++n)e.exports[n]=p[n]}()},{&quot;robust-scale&quot;:324,&quot;robust-subtract&quot;:326,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],321:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-determinant&quot;),i=6;function a(t){for(var e=&quot;robustLinearSolve&quot;+t+&quot;d&quot;,r=[&quot;function &quot;,e,&quot;(A,b){return [&quot;],i=0;i&lt;t;++i){r.push(&quot;det([&quot;);for(var a=0;a&lt;t;++a){a&gt;0&amp;&amp;r.push(&quot;,&quot;),r.push(&quot;[&quot;);for(var o=0;o&lt;t;++o)o&gt;0&amp;&amp;r.push(&quot;,&quot;),o===i?r.push(&quot;+b[&quot;,a,&quot;]&quot;):r.push(&quot;+A[&quot;,a,&quot;][&quot;,o,&quot;]&quot;);r.push(&quot;]&quot;)}r.push(&quot;]),&quot;)}r.push(&quot;det(A)]}return &quot;,e);var s=new Function(&quot;det&quot;,r.join(&quot;&quot;));return s(t&lt;6?n[t]:n)}var o=[function(){return[0]},function(t,e){return[[e[0]],[t[0][0]]]}];!function(){for(;o.length&lt;i;)o.push(a(o.length));for(var t=[],r=[&quot;function dispatchLinearSolve(A,b){switch(A.length){&quot;],n=0;n&lt;i;++n)t.push(&quot;s&quot;+n),r.push(&quot;case &quot;,n,&quot;:return s&quot;,n,&quot;(A,b);&quot;);r.push(&quot;}var s=CACHE[A.length];if(!s)s=CACHE[A.length]=g(A.length);return s(A,b)}return dispatchLinearSolve&quot;),t.push(&quot;CACHE&quot;,&quot;g&quot;,r.join(&quot;&quot;));var s=Function.apply(void 0,t);for(e.exports=s.apply(void 0,o.concat([o,a])),n=0;n&lt;i;++n)e.exports[n]=o[n]}()},{&quot;robust-determinant&quot;:318}],322:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;robust-sum&quot;),a=t(&quot;robust-scale&quot;),o=t(&quot;robust-subtract&quot;),s=5;function l(t,e){for(var r=new Array(t.length-1),n=1;n&lt;t.length;++n)for(var i=r[n-1]=new Array(t.length-1),a=0,o=0;a&lt;t.length;++a)a!==e&amp;&amp;(i[o++]=t[n][a]);return r}function u(t){if(1===t.length)return t[0];if(2===t.length)return[&quot;sum(&quot;,t[0],&quot;,&quot;,t[1],&quot;)&quot;].join(&quot;&quot;);var e=t.length&gt;&gt;1;return[&quot;sum(&quot;,u(t.slice(0,e)),&quot;,&quot;,u(t.slice(e)),&quot;)&quot;].join(&quot;&quot;)}function c(t){if(2===t.length)return[[&quot;sum(prod(&quot;,t[0][0],&quot;,&quot;,t[1][1],&quot;),prod(-&quot;,t[0][1],&quot;,&quot;,t[1][0],&quot;))&quot;].join(&quot;&quot;)];for(var e=[],r=0;r&lt;t.length;++r)e.push([&quot;scale(&quot;,u(c(l(t,r))),&quot;,&quot;,(n=r,1&amp;n?&quot;-&quot;:&quot;&quot;),t[0][r],&quot;)&quot;].join(&quot;&quot;));return e;var n}function f(t){for(var e=[],r=[],s=function(t){for(var e=new Array(t),r=0;r&lt;t;++r){e[r]=new Array(t);for(var n=0;n&lt;t;++n)e[r][n]=[&quot;m&quot;,n,&quot;[&quot;,t-r-1,&quot;]&quot;].join(&quot;&quot;)}return e}(t),f=[],h=0;h&lt;t;++h)0==(1&amp;h)?e.push.apply(e,c(l(s,h))):r.push.apply(r,c(l(s,h))),f.push(&quot;m&quot;+h);var d=u(e),p=u(r),g=&quot;orientation&quot;+t+&quot;Exact&quot;,v=[&quot;function &quot;,g,&quot;(&quot;,f.join(),&quot;){var p=&quot;,d,&quot;,n=&quot;,p,&quot;,d=sub(p,n);return d[d.length-1];};return &quot;,g].join(&quot;&quot;);return new Function(&quot;sum&quot;,&quot;prod&quot;,&quot;scale&quot;,&quot;sub&quot;,v)(i,n,a,o)}var h=f(3),d=f(4),p=[function(){return 0},function(){return 0},function(t,e){return e[0]-t[0]},function(t,e,r){var n,i=(t[1]-r[1])*(e[0]-r[0]),a=(t[0]-r[0])*(e[1]-r[1]),o=i-a;if(i&gt;0){if(a&lt;=0)return o;n=i+a}else{if(!(i&lt;0))return o;if(a&gt;=0)return o;n=-(i+a)}var s=3.3306690738754716e-16*n;return o&gt;=s||o&lt;=-s?o:h(t,e,r)},function(t,e,r,n){var i=t[0]-n[0],a=e[0]-n[0],o=r[0]-n[0],s=t[1]-n[1],l=e[1]-n[1],u=r[1]-n[1],c=t[2]-n[2],f=e[2]-n[2],h=r[2]-n[2],p=a*u,g=o*l,v=o*s,m=i*u,y=i*l,b=a*s,x=c*(p-g)+f*(v-m)+h*(y-b),_=7.771561172376103e-16*((Math.abs(p)+Math.abs(g))*Math.abs(c)+(Math.abs(v)+Math.abs(m))*Math.abs(f)+(Math.abs(y)+Math.abs(b))*Math.abs(h));return x&gt;_||-x&gt;_?x:d(t,e,r,n)}];!function(){for(;p.length&lt;=s;)p.push(f(p.length));for(var t=[],r=[&quot;slow&quot;],n=0;n&lt;=s;++n)t.push(&quot;a&quot;+n),r.push(&quot;o&quot;+n);var i=[&quot;function getOrientation(&quot;,t.join(),&quot;){switch(arguments.length){case 0:case 1:return 0;&quot;];for(n=2;n&lt;=s;++n)i.push(&quot;case &quot;,n,&quot;:return o&quot;,n,&quot;(&quot;,t.slice(0,n).join(),&quot;);&quot;);i.push(&quot;}var s=new Array(arguments.length);for(var i=0;i&lt;arguments.length;++i){s[i]=arguments[i]};return slow(s);}return getOrientation&quot;),r.push(i.join(&quot;&quot;));var a=Function.apply(void 0,r);for(e.exports=a.apply(void 0,[function(t){var e=p[t.length];return e||(e=p[t.length]=f(t.length)),e.apply(void 0,t)}].concat(p)),n=0;n&lt;=s;++n)e.exports[n]=p[n]}()},{&quot;robust-scale&quot;:324,&quot;robust-subtract&quot;:326,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346}],323:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-sum&quot;),i=t(&quot;robust-scale&quot;);e.exports=function(t,e){if(1===t.length)return i(e,t[0]);if(1===e.length)return i(t,e[0]);if(0===t.length||0===e.length)return[0];var r=[0];if(t.length&lt;e.length)for(var a=0;a&lt;t.length;++a)r=n(r,i(e,t[a]));else for(var a=0;a&lt;e.length;++a)r=n(r,i(t,e[a]));return r}},{&quot;robust-scale&quot;:324,&quot;robust-sum&quot;:327}],324:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;two-product&quot;),i=t(&quot;two-sum&quot;);e.exports=function(t,e){var r=t.length;if(1===r){var a=n(t[0],e);return a[0]?a:[a[1]]}var o=new Array(2*r),s=[.1,.1],l=[.1,.1],u=0;n(t[0],e,s),s[0]&amp;&amp;(o[u++]=s[0]);for(var c=1;c&lt;r;++c){n(t[c],e,l);var f=s[1];i(f,l[0],s),s[0]&amp;&amp;(o[u++]=s[0]);var h=l[1],d=s[1],p=h+d,g=p-h,v=d-g;s[1]=p,v&amp;&amp;(o[u++]=v)}s[1]&amp;&amp;(o[u++]=s[1]);0===u&amp;&amp;(o[u++]=0);return o.length=u,o}},{&quot;two-product&quot;:346,&quot;two-sum&quot;:347}],325:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,i){var a=n(t,r,i),o=n(e,r,i);if(a&gt;0&amp;&amp;o&gt;0||a&lt;0&amp;&amp;o&lt;0)return!1;var s=n(r,t,e),l=n(i,t,e);if(s&gt;0&amp;&amp;l&gt;0||s&lt;0&amp;&amp;l&lt;0)return!1;if(0===a&amp;&amp;0===o&amp;&amp;0===s&amp;&amp;0===l)return function(t,e,r,n){for(var i=0;i&lt;2;++i){var a=t[i],o=e[i],s=Math.min(a,o),l=Math.max(a,o),u=r[i],c=n[i],f=Math.min(u,c),h=Math.max(u,c);if(h&lt;s||l&lt;f)return!1}return!0}(t,e,r,i);return!0};var n=t(&quot;robust-orientation&quot;)[3]},{&quot;robust-orientation&quot;:322}],326:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=0|t.length,n=0|e.length;if(1===r&amp;&amp;1===n)return function(t,e){var r=t+e,n=r-t,i=t-(r-n)+(e-n);if(i)return[i,r];return[r]}(t[0],-e[0]);var i,a,o=new Array(r+n),s=0,l=0,u=0,c=Math.abs,f=t[l],h=c(f),d=-e[u],p=c(d);h&lt;p?(a=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(a=d,(u+=1)&lt;n&amp;&amp;(d=-e[u],p=c(d)));l&lt;r&amp;&amp;h&lt;p||u&gt;=n?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=-e[u],p=c(d)));var g,v,m=i+a,y=m-i,b=a-y,x=b,_=m;for(;l&lt;r&amp;&amp;u&lt;n;)h&lt;p?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=-e[u],p=c(d))),(b=(a=x)-(y=(m=i+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g;for(;l&lt;r;)(b=(a=x)-(y=(m=(i=f)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(l+=1)&lt;r&amp;&amp;(f=t[l]);for(;u&lt;n;)(b=(a=x)-(y=(m=(i=d)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(u+=1)&lt;n&amp;&amp;(d=-e[u]);x&amp;&amp;(o[s++]=x);_&amp;&amp;(o[s++]=_);s||(o[s++]=0);return o.length=s,o}},{}],327:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=0|t.length,n=0|e.length;if(1===r&amp;&amp;1===n)return function(t,e){var r=t+e,n=r-t,i=t-(r-n)+(e-n);if(i)return[i,r];return[r]}(t[0],e[0]);var i,a,o=new Array(r+n),s=0,l=0,u=0,c=Math.abs,f=t[l],h=c(f),d=e[u],p=c(d);h&lt;p?(a=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(a=d,(u+=1)&lt;n&amp;&amp;(d=e[u],p=c(d)));l&lt;r&amp;&amp;h&lt;p||u&gt;=n?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=e[u],p=c(d)));var g,v,m=i+a,y=m-i,b=a-y,x=b,_=m;for(;l&lt;r&amp;&amp;u&lt;n;)h&lt;p?(i=f,(l+=1)&lt;r&amp;&amp;(f=t[l],h=c(f))):(i=d,(u+=1)&lt;n&amp;&amp;(d=e[u],p=c(d))),(b=(a=x)-(y=(m=i+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g;for(;l&lt;r;)(b=(a=x)-(y=(m=(i=f)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(l+=1)&lt;r&amp;&amp;(f=t[l]);for(;u&lt;n;)(b=(a=x)-(y=(m=(i=d)+a)-i))&amp;&amp;(o[s++]=b),x=_-((g=_+m)-(v=g-_))+(m-v),_=g,(u+=1)&lt;n&amp;&amp;(d=e[u]);x&amp;&amp;(o[s++]=x);_&amp;&amp;(o[s++]=_);s||(o[s++]=0);return o.length=s,o}},{}],328:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t&lt;0?-1:t&gt;0?1:0}},{}],329:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return i(n(t))};var n=t(&quot;boundary-cells&quot;),i=t(&quot;reduce-simplicial-complex&quot;)},{&quot;boundary-cells&quot;:38,&quot;reduce-simplicial-complex&quot;:314}],330:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,s){r=r||0,&quot;undefined&quot;==typeof s&amp;&amp;(s=function(t){for(var e=t.length,r=0,n=0;n&lt;e;++n)r=0|Math.max(r,t[n].length);return r-1}(t));if(0===t.length||s&lt;1)return{cells:[],vertexIds:[],vertexWeights:[]};var l=function(t,e){for(var r=t.length,n=i.mallocUint8(r),a=0;a&lt;r;++a)n[a]=t[a]&lt;e|0;return n}(e,+r),u=function(t,e){for(var r=t.length,o=e*(e+1)/2*r|0,s=i.mallocUint32(2*o),l=0,u=0;u&lt;r;++u)for(var c=t[u],e=c.length,f=0;f&lt;e;++f)for(var h=0;h&lt;f;++h){var d=c[h],p=c[f];s[l++]=0|Math.min(d,p),s[l++]=0|Math.max(d,p)}a(n(s,[l/2|0,2]));for(var g=2,u=2;u&lt;l;u+=2)s[u-2]===s[u]&amp;&amp;s[u-1]===s[u+1]||(s[g++]=s[u],s[g++]=s[u+1]);return n(s,[g/2|0,2])}(t,s),c=function(t,e,r,a){for(var o=t.data,s=t.shape[0],l=i.mallocDouble(s),u=0,c=0;c&lt;s;++c){var f=o[2*c],h=o[2*c+1];if(r[f]!==r[h]){var d=e[f],p=e[h];o[2*u]=f,o[2*u+1]=h,l[u++]=(p-a)/(p-d)}}return t.shape[0]=u,n(l,[u])}(u,e,l,+r),f=function(t,e){var r=i.mallocInt32(2*e),n=t.shape[0],a=t.data;r[0]=0;for(var o=0,s=0;s&lt;n;++s){var l=a[2*s];if(l!==o){for(r[2*o+1]=s;++o&lt;l;)r[2*o]=s,r[2*o+1]=s;r[2*o]=s}}r[2*o+1]=n;for(;++o&lt;e;)r[2*o]=r[2*o+1]=n;return r}(u,0|e.length),h=o(s)(t,u.data,f,l),d=function(t){for(var e=0|t.shape[0],r=t.data,n=new Array(e),i=0;i&lt;e;++i)n[i]=[r[2*i],r[2*i+1]];return n}(u),p=[].slice.call(c.data,0,c.shape[0]);return i.free(l),i.free(u.data),i.free(c.data),i.free(f),{cells:h,vertexIds:d,vertexWeights:p}};var n=t(&quot;ndarray&quot;),i=t(&quot;typedarray-pool&quot;),a=t(&quot;ndarray-sort&quot;),o=t(&quot;./lib/codegen&quot;)},{&quot;./lib/codegen&quot;:331,ndarray:286,&quot;ndarray-sort&quot;:284,&quot;typedarray-pool&quot;:348}],331:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=a[t];e||(e=a[t]=function(t){var e=0,r=new Array(t+1);r[0]=[[]];for(var a=1;a&lt;=t;++a)for(var o=r[a]=i(a),s=0;s&lt;o.length;++s)e=Math.max(e,o[a].length);var l=[&quot;function B(C,E,i,j){&quot;,&quot;var a=Math.min(i,j)|0,b=Math.max(i,j)|0,l=C[2*a],h=C[2*a+1];&quot;,&quot;while(l&lt;h){&quot;,&quot;var m=(l+h)&gt;&gt;1,v=E[2*m+1];&quot;,&quot;if(v===b){return m}&quot;,&quot;if(b&lt;v){h=m}else{l=m+1}&quot;,&quot;}&quot;,&quot;return l;&quot;,&quot;};&quot;,&quot;function getContour&quot;,t,&quot;d(F,E,C,S){&quot;,&quot;var n=F.length,R=[];&quot;,&quot;for(var i=0;i&lt;n;++i){var c=F[i],l=c.length;&quot;];function u(t){if(!(t.length&lt;=0)){l.push(&quot;R.push(&quot;);for(var e=0;e&lt;t.length;++e){var r=t[e];e&gt;0&amp;&amp;l.push(&quot;,&quot;),l.push(&quot;[&quot;);for(var n=0;n&lt;r.length;++n){var i=r[n];n&gt;0&amp;&amp;l.push(&quot;,&quot;),l.push(&quot;B(C,E,c[&quot;,i[0],&quot;],c[&quot;,i[1],&quot;])&quot;)}l.push(&quot;]&quot;)}l.push(&quot;);&quot;)}}for(var a=t+1;a&gt;1;--a){a&lt;t+1&amp;&amp;l.push(&quot;else &quot;),l.push(&quot;if(l===&quot;,a,&quot;){&quot;);for(var c=[],s=0;s&lt;a;++s)c.push(&quot;(S[c[&quot;+s+&quot;]]&lt;&lt;&quot;+s+&quot;)&quot;);l.push(&quot;var M=&quot;,c.join(&quot;+&quot;),&quot;;if(M===0||M===&quot;,(1&lt;&lt;a)-1,&quot;){continue}switch(M){&quot;);for(var o=r[a-1],s=0;s&lt;o.length;++s)l.push(&quot;case &quot;,s,&quot;:&quot;),u(o[s]),l.push(&quot;break;&quot;);l.push(&quot;}}&quot;)}return l.push(&quot;}return R;};return getContour&quot;,t,&quot;d&quot;),new Function(&quot;pool&quot;,l.join(&quot;&quot;))(n)}(t));return e};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;marching-simplex-table&quot;),a={}},{&quot;marching-simplex-table&quot;:264,&quot;typedarray-pool&quot;:348}],332:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;bit-twiddle&quot;),i=t(&quot;union-find&quot;);function a(t,e){var r=t.length,n=t.length-e.length,i=Math.min;if(n)return n;switch(r){case 0:return 0;case 1:return t[0]-e[0];case 2:return(s=t[0]+t[1]-e[0]-e[1])||i(t[0],t[1])-i(e[0],e[1]);case 3:var a=t[0]+t[1],o=e[0]+e[1];if(s=a+t[2]-(o+e[2]))return s;var s,l=i(t[0],t[1]),u=i(e[0],e[1]);return(s=i(l,t[2])-i(u,e[2]))||i(l+t[2],a)-i(u+e[2],o);default:var c=t.slice(0);c.sort();var f=e.slice(0);f.sort();for(var h=0;h&lt;r;++h)if(n=c[h]-f[h])return n;return 0}}function o(t,e){return a(t[0],e[0])}function s(t,e){if(e){for(var r=t.length,n=new Array(r),i=0;i&lt;r;++i)n[i]=[t[i],e[i]];n.sort(o);for(i=0;i&lt;r;++i)t[i]=n[i][0],e[i]=n[i][1];return t}return t.sort(a),t}function l(t){if(0===t.length)return[];for(var e=1,r=t.length,n=1;n&lt;r;++n){var i=t[n];if(a(i,t[n-1])){if(n===e){e++;continue}t[e++]=i}}return t.length=e,t}function u(t,e){for(var r=0,n=t.length-1,i=-1;r&lt;=n;){var o=r+n&gt;&gt;1,s=a(t[o],e);s&lt;=0?(0===s&amp;&amp;(i=o),r=o+1):s&gt;0&amp;&amp;(n=o-1)}return i}function c(t,e){for(var r=new Array(t.length),i=0,o=r.length;i&lt;o;++i)r[i]=[];for(var s=[],l=(i=0,e.length);i&lt;l;++i)for(var c=e[i],f=c.length,h=1,d=1&lt;&lt;f;h&lt;d;++h){s.length=n.popCount(h);for(var p=0,g=0;g&lt;f;++g)h&amp;1&lt;&lt;g&amp;&amp;(s[p++]=c[g]);var v=u(t,s);if(!(v&lt;0))for(;r[v++].push(i),!(v&gt;=t.length||0!==a(t[v],s)););}return r}function f(t,e){if(e&lt;0)return[];for(var r=[],i=(1&lt;&lt;e+1)-1,a=0;a&lt;t.length;++a)for(var o=t[a],l=i;l&lt;1&lt;&lt;o.length;l=n.nextCombination(l)){for(var u=new Array(e+1),c=0,f=0;f&lt;o.length;++f)l&amp;1&lt;&lt;f&amp;&amp;(u[c++]=o[f]);r.push(u)}return s(r)}r.dimension=function(t){for(var e=0,r=Math.max,n=0,i=t.length;n&lt;i;++n)e=r(e,t[n].length);return e-1},r.countVertices=function(t){for(var e=-1,r=Math.max,n=0,i=t.length;n&lt;i;++n)for(var a=t[n],o=0,s=a.length;o&lt;s;++o)e=r(e,a[o]);return e+1},r.cloneCells=function(t){for(var e=new Array(t.length),r=0,n=t.length;r&lt;n;++r)e[r]=t[r].slice(0);return e},r.compareCells=a,r.normalize=s,r.unique=l,r.findCell=u,r.incidence=c,r.dual=function(t,e){if(!e)return c(l(f(t,0)),t);for(var r=new Array(e),n=0;n&lt;e;++n)r[n]=[];n=0;for(var i=t.length;n&lt;i;++n)for(var a=t[n],o=0,s=a.length;o&lt;s;++o)r[a[o]].push(n);return r},r.explode=function(t){for(var e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0|i.length,o=1,l=1&lt;&lt;a;o&lt;l;++o){for(var u=[],c=0;c&lt;a;++c)o&gt;&gt;&gt;c&amp;1&amp;&amp;u.push(i[c]);e.push(u)}return s(e)},r.skeleton=f,r.boundary=function(t){for(var e=[],r=0,n=t.length;r&lt;n;++r)for(var i=t[r],a=0,o=i.length;a&lt;o;++a){for(var l=new Array(i.length-1),u=0,c=0;u&lt;o;++u)u!==a&amp;&amp;(l[c++]=i[u]);e.push(l)}return s(e)},r.connectedComponents=function(t,e){return e?function(t,e){for(var r=new i(e),n=0;n&lt;t.length;++n)for(var a=t[n],o=0;o&lt;a.length;++o)for(var s=o+1;s&lt;a.length;++s)r.link(a[o],a[s]);var l=[],u=r.ranks;for(n=0;n&lt;u.length;++n)u[n]=-1;for(n=0;n&lt;t.length;++n){var c=r.find(t[n][0]);u[c]&lt;0?(u[c]=l.length,l.push([t[n].slice(0)])):l[u[c]].push(t[n].slice(0))}return l}(t,e):function(t){for(var e=l(s(f(t,0))),r=new i(e.length),n=0;n&lt;t.length;++n)for(var a=t[n],o=0;o&lt;a.length;++o)for(var c=u(e,[a[o]]),h=o+1;h&lt;a.length;++h)r.link(c,u(e,[a[h]]));var d=[],p=r.ranks;for(n=0;n&lt;p.length;++n)p[n]=-1;for(n=0;n&lt;t.length;++n){var g=r.find(u(e,[t[n][0]]));p[g]&lt;0?(p[g]=d.length,d.push([t[n].slice(0)])):d[p[g]].push(t[n].slice(0))}return d}(t)}},{&quot;bit-twiddle&quot;:36,&quot;union-find&quot;:349}],333:[function(t,e,r){arguments[4][36][0].apply(r,arguments)},{dup:36}],334:[function(t,e,r){arguments[4][332][0].apply(r,arguments)},{&quot;bit-twiddle&quot;:333,dup:332,&quot;union-find&quot;:335}],335:[function(t,e,r){&quot;use strict&quot;;function n(t){this.roots=new Array(t),this.ranks=new Array(t);for(var e=0;e&lt;t;++e)this.roots[e]=e,this.ranks[e]=0}e.exports=n,n.prototype.length=function(){return this.roots.length},n.prototype.makeSet=function(){var t=this.roots.length;return this.roots.push(t),this.ranks.push(0),t},n.prototype.find=function(t){for(var e=this.roots;e[t]!==t;){var r=e[t];e[t]=e[r],t=r}return t},n.prototype.link=function(t,e){var r=this.find(t),n=this.find(e);if(r!==n){var i=this.ranks,a=this.roots,o=i[r],s=i[n];o&lt;s?a[r]=n:s&lt;o?a[n]=r:(a[n]=r,++i[r])}}},{}],336:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){for(var a=e.length,o=t.length,s=new Array(a),l=new Array(a),u=new Array(a),c=new Array(a),f=0;f&lt;a;++f)s[f]=l[f]=-1,u[f]=1/0,c[f]=!1;for(var f=0;f&lt;o;++f){var h=t[f];if(2!==h.length)throw new Error(&quot;Input must be a graph&quot;);var d=h[1],p=h[0];-1!==l[p]?l[p]=-2:l[p]=d,-1!==s[d]?s[d]=-2:s[d]=p}function g(t){if(c[t])return 1/0;var r,i,a,o,u,f=s[t],h=l[t];return f&lt;0||h&lt;0?1/0:(r=e[t],i=e[f],a=e[h],o=Math.abs(n(r,i,a)),u=Math.sqrt(Math.pow(i[0]-a[0],2)+Math.pow(i[1]-a[1],2)),o/u)}function v(t,e){var r=M[t],n=M[e];M[t]=n,M[e]=r,T[r]=e,T[n]=t}function m(t){return u[M[t]]}function y(t){return 1&amp;t?t-1&gt;&gt;1:(t&gt;&gt;1)-1}function b(t){for(var e=m(t);;){var r=e,n=2*t+1,i=2*(t+1),a=t;if(n&lt;E){var o=m(n);o&lt;r&amp;&amp;(a=n,r=o)}if(i&lt;E){var s=m(i);s&lt;r&amp;&amp;(a=i)}if(a===t)return t;v(t,a),t=a}}function x(t){for(var e=m(t);t&gt;0;){var r=y(t);if(r&gt;=0){var n=m(r);if(e&lt;n){v(t,r),t=r;continue}}return t}}function _(){if(E&gt;0){var t=M[0];return v(0,E-1),E-=1,b(0),t}return-1}function w(t,e){var r=M[t];return u[r]===e?t:(u[r]=-1/0,x(t),_(),u[r]=e,x((E+=1)-1))}function A(t){if(!c[t]){c[t]=!0;var e=s[t],r=l[t];s[r]&gt;=0&amp;&amp;(s[r]=e),l[e]&gt;=0&amp;&amp;(l[e]=r),T[e]&gt;=0&amp;&amp;w(T[e],g(e)),T[r]&gt;=0&amp;&amp;w(T[r],g(r))}}for(var M=[],T=new Array(a),f=0;f&lt;a;++f){var k=u[f]=g(f);k&lt;1/0?(T[f]=M.length,M.push(f)):T[f]=-1}for(var E=M.length,f=E&gt;&gt;1;f&gt;=0;--f)b(f);for(;;){var L=_();if(L&lt;0||u[L]&gt;r)break;A(L)}for(var S=[],f=0;f&lt;a;++f)c[f]||(T[f]=S.length,S.push(e[f].slice()));S.length;function C(t,e){if(t[e]&lt;0)return e;var r=e,n=e;do{var i=t[n];if(!c[n]||i&lt;0||i===n)break;if(i=t[n=i],!c[n]||i&lt;0||i===n)break;n=i,r=t[r]}while(r!==n);for(var a=e;a!==n;a=t[a])t[a]=n;return n}var O=[];return t.forEach(function(t){var e=C(s,t[0]),r=C(l,t[1]);if(e&gt;=0&amp;&amp;r&gt;=0&amp;&amp;e!==r){var n=T[e],i=T[r];n!==i&amp;&amp;O.push([n,i])}}),i.unique(i.normalize(O)),{positions:S,edges:O}};var n=t(&quot;robust-orientation&quot;),i=t(&quot;simplicial-complex&quot;)},{&quot;robust-orientation&quot;:322,&quot;simplicial-complex&quot;:334}],337:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r,a,o,s;if(e[0][0]&lt;e[1][0])r=e[0],a=e[1];else{if(!(e[0][0]&gt;e[1][0]))return i(e,t);r=e[1],a=e[0]}if(t[0][0]&lt;t[1][0])o=t[0],s=t[1];else{if(!(t[0][0]&gt;t[1][0]))return-i(t,e);o=t[1],s=t[0]}var l=n(r,a,s),u=n(r,a,o);if(l&lt;0){if(u&lt;=0)return l}else if(l&gt;0){if(u&gt;=0)return l}else if(u)return u;if(l=n(s,o,a),u=n(s,o,r),l&lt;0){if(u&lt;=0)return l}else if(l&gt;0){if(u&gt;=0)return l}else if(u)return u;return a[0]-s[0]};var n=t(&quot;robust-orientation&quot;);function i(t,e){var r,i,a,o;if(e[0][0]&lt;e[1][0])r=e[0],i=e[1];else{if(!(e[0][0]&gt;e[1][0])){var s=Math.min(t[0][1],t[1][1]),l=Math.max(t[0][1],t[1][1]),u=Math.min(e[0][1],e[1][1]),c=Math.max(e[0][1],e[1][1]);return l&lt;u?l-u:s&gt;c?s-c:l-c}r=e[1],i=e[0]}t[0][1]&lt;t[1][1]?(a=t[0],o=t[1]):(a=t[1],o=t[0]);var f=n(i,r,a);return f||((f=n(i,r,o))||o-i)}},{&quot;robust-orientation&quot;:322}],338:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.length,r=2*e,n=new Array(r),a=0;a&lt;e;++a){var l=t[a],u=l[0][0]&lt;l[1][0];n[2*a]=new f(l[0][0],l,u,a),n[2*a+1]=new f(l[1][0],l,!u,a)}n.sort(function(t,e){var r=t.x-e.x;return r||((r=t.create-e.create)||Math.min(t.segment[0][1],t.segment[1][1])-Math.min(e.segment[0][1],e.segment[1][1]))});for(var h=i(o),d=[],p=[],g=[],a=0;a&lt;r;){for(var v=n[a].x,m=[];a&lt;r;){var y=n[a];if(y.x!==v)break;a+=1,y.segment[0][0]===y.x&amp;&amp;y.segment[1][0]===y.x?y.create&amp;&amp;(y.segment[0][1]&lt;y.segment[1][1]?(m.push(new c(y.segment[0][1],y.index,!0,!0)),m.push(new c(y.segment[1][1],y.index,!1,!1))):(m.push(new c(y.segment[1][1],y.index,!0,!1)),m.push(new c(y.segment[0][1],y.index,!1,!0)))):h=y.create?h.insert(y.segment,y.index):h.remove(y.segment)}d.push(h.root),p.push(v),g.push(m)}return new s(d,p,g)};var n=t(&quot;binary-search-bounds&quot;),i=t(&quot;functional-red-black-tree&quot;),a=t(&quot;robust-orientation&quot;),o=t(&quot;./lib/order-segments&quot;);function s(t,e,r){this.slabs=t,this.coordinates=e,this.horizontal=r}function l(t,e){return t.y-e}function u(t,e){for(var r=null;t;){var n,i,o=t.key;o[0][0]&lt;o[1][0]?(n=o[0],i=o[1]):(n=o[1],i=o[0]);var s=a(n,i,e);if(s&lt;0)t=t.left;else if(s&gt;0)if(e[0]!==o[1][0])r=t,t=t.right;else{if(l=u(t.right,e))return l;t=t.left}else{if(e[0]!==o[1][0])return t;var l;if(l=u(t.right,e))return l;t=t.left}}return r}function c(t,e,r,n){this.y=t,this.index=e,this.start=r,this.closed=n}function f(t,e,r,n){this.x=t,this.segment=e,this.create=r,this.index=n}s.prototype.castUp=function(t){var e=n.le(this.coordinates,t[0]);if(e&lt;0)return-1;this.slabs[e];var r=u(this.slabs[e],t),i=-1;if(r&amp;&amp;(i=r.value),this.coordinates[e]===t[0]){var s=null;if(r&amp;&amp;(s=r.key),e&gt;0){var c=u(this.slabs[e-1],t);c&amp;&amp;(s?o(c.key,s)&gt;0&amp;&amp;(s=c.key,i=c.value):(i=c.value,s=c.key))}var f=this.horizontal[e];if(f.length&gt;0){var h=n.ge(f,t[1],l);if(h&lt;f.length){var d=f[h];if(t[1]===d.y){if(d.closed)return d.index;for(;h&lt;f.length-1&amp;&amp;f[h+1].y===t[1];)if((d=f[h+=1]).closed)return d.index;if(d.y===t[1]&amp;&amp;!d.start){if((h+=1)&gt;=f.length)return i;d=f[h]}}if(d.start)if(s){var p=a(s[0],s[1],[t[0],d.y]);s[0][0]&gt;s[1][0]&amp;&amp;(p=-p),p&gt;0&amp;&amp;(i=d.index)}else i=d.index;else d.y!==t[1]&amp;&amp;(i=d.index)}}}return i}},{&quot;./lib/order-segments&quot;:337,&quot;binary-search-bounds&quot;:35,&quot;functional-red-black-tree&quot;:92,&quot;robust-orientation&quot;:322}],339:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;robust-dot-product&quot;),i=t(&quot;robust-sum&quot;);function a(t,e){var r=i(n(t,e),[e[e.length-1]]);return r[r.length-1]}function o(t,e,r,n){var i=-e/(n-e);i&lt;0?i=0:i&gt;1&amp;&amp;(i=1);for(var a=1-i,o=t.length,s=new Array(o),l=0;l&lt;o;++l)s[l]=i*t[l]+a*r[l];return s}e.exports=function(t,e){for(var r=[],n=[],i=a(t[t.length-1],e),s=t[t.length-1],l=t[0],u=0;u&lt;t.length;++u,s=l){var c=a(l=t[u],e);if(i&lt;0&amp;&amp;c&gt;0||i&gt;0&amp;&amp;c&lt;0){var f=o(s,c,l,i);r.push(f),n.push(f.slice())}c&lt;0?n.push(l.slice()):c&gt;0?r.push(l.slice()):(r.push(l.slice()),n.push(l.slice())),i=c}return{positive:r,negative:n}},e.exports.positive=function(t,e){for(var r=[],n=a(t[t.length-1],e),i=t[t.length-1],s=t[0],l=0;l&lt;t.length;++l,i=s){var u=a(s=t[l],e);(n&lt;0&amp;&amp;u&gt;0||n&gt;0&amp;&amp;u&lt;0)&amp;&amp;r.push(o(i,u,s,n)),u&gt;=0&amp;&amp;r.push(s.slice()),n=u}return r},e.exports.negative=function(t,e){for(var r=[],n=a(t[t.length-1],e),i=t[t.length-1],s=t[0],l=0;l&lt;t.length;++l,i=s){var u=a(s=t[l],e);(n&lt;0&amp;&amp;u&gt;0||n&gt;0&amp;&amp;u&lt;0)&amp;&amp;r.push(o(i,u,s,n)),u&lt;=0&amp;&amp;r.push(s.slice()),n=u}return r}},{&quot;robust-dot-product&quot;:319,&quot;robust-sum&quot;:327}],340:[function(t,e,r){!function(){&quot;use strict&quot;;var t={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\\x25]+/,modulo:/^\\x25{2}/,placeholder:/^\\x25(?:([1-9]\\d*)\\$|\\(([^)]+)\\))?(\\+)?(0|&#x27;[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function e(r){return function(r,n){var i,a,o,s,l,u,c,f,h,d=1,p=r.length,g=&quot;&quot;;for(a=0;a&lt;p;a++)if(&quot;string&quot;==typeof r[a])g+=r[a];else if(&quot;object&quot;==typeof r[a]){if((s=r[a]).keys)for(i=n[d],o=0;o&lt;s.keys.length;o++){if(null==i)throw new Error(e(&#x27;[sprintf] Cannot access property &quot;%s&quot; of undefined value &quot;%s&quot;&#x27;,s.keys[o],s.keys[o-1]));i=i[s.keys[o]]}else i=s.param_no?n[s.param_no]:n[d++];if(t.not_type.test(s.type)&amp;&amp;t.not_primitive.test(s.type)&amp;&amp;i instanceof Function&amp;&amp;(i=i()),t.numeric_arg.test(s.type)&amp;&amp;&quot;number&quot;!=typeof i&amp;&amp;isNaN(i))throw new TypeError(e(&quot;[sprintf] expecting number but found %T&quot;,i));switch(t.number.test(s.type)&amp;&amp;(f=i&gt;=0),s.type){case&quot;b&quot;:i=parseInt(i,10).toString(2);break;case&quot;c&quot;:i=String.fromCharCode(parseInt(i,10));break;case&quot;d&quot;:case&quot;i&quot;:i=parseInt(i,10);break;case&quot;j&quot;:i=JSON.stringify(i,null,s.width?parseInt(s.width):0);break;case&quot;e&quot;:i=s.precision?parseFloat(i).toExponential(s.precision):parseFloat(i).toExponential();break;case&quot;f&quot;:i=s.precision?parseFloat(i).toFixed(s.precision):parseFloat(i);break;case&quot;g&quot;:i=s.precision?String(Number(i.toPrecision(s.precision))):parseFloat(i);break;case&quot;o&quot;:i=(parseInt(i,10)&gt;&gt;&gt;0).toString(8);break;case&quot;s&quot;:i=String(i),i=s.precision?i.substring(0,s.precision):i;break;case&quot;t&quot;:i=String(!!i),i=s.precision?i.substring(0,s.precision):i;break;case&quot;T&quot;:i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=s.precision?i.substring(0,s.precision):i;break;case&quot;u&quot;:i=parseInt(i,10)&gt;&gt;&gt;0;break;case&quot;v&quot;:i=i.valueOf(),i=s.precision?i.substring(0,s.precision):i;break;case&quot;x&quot;:i=(parseInt(i,10)&gt;&gt;&gt;0).toString(16);break;case&quot;X&quot;:i=(parseInt(i,10)&gt;&gt;&gt;0).toString(16).toUpperCase()}t.json.test(s.type)?g+=i:(!t.number.test(s.type)||f&amp;&amp;!s.sign?h=&quot;&quot;:(h=f?&quot;+&quot;:&quot;-&quot;,i=i.toString().replace(t.sign,&quot;&quot;)),u=s.pad_char?&quot;0&quot;===s.pad_char?&quot;0&quot;:s.pad_char.charAt(1):&quot; &quot;,c=s.width-(h+i).length,l=s.width&amp;&amp;c&gt;0?u.repeat(c):&quot;&quot;,g+=s.align?h+i+l:&quot;0&quot;===u?h+l+i:l+h+i)}return g}(function(e){if(i[e])return i[e];var r,n=e,a=[],o=0;for(;n;){if(null!==(r=t.text.exec(n)))a.push(r[0]);else if(null!==(r=t.modulo.exec(n)))a.push(&quot;%&quot;);else{if(null===(r=t.placeholder.exec(n)))throw new SyntaxError(&quot;[sprintf] unexpected placeholder&quot;);if(r[2]){o|=1;var s=[],l=r[2],u=[];if(null===(u=t.key.exec(l)))throw new SyntaxError(&quot;[sprintf] failed to parse named argument key&quot;);for(s.push(u[1]);&quot;&quot;!==(l=l.substring(u[0].length));)if(null!==(u=t.key_access.exec(l)))s.push(u[1]);else{if(null===(u=t.index_access.exec(l)))throw new SyntaxError(&quot;[sprintf] failed to parse named argument key&quot;);s.push(u[1])}r[2]=s}else o|=2;if(3===o)throw new Error(&quot;[sprintf] mixing positional and named placeholders is not (yet) supported&quot;);a.push({placeholder:r[0],param_no:r[1],keys:r[2],sign:r[3],pad_char:r[4],align:r[5],width:r[6],precision:r[7],type:r[8]})}n=n.substring(r[0].length)}return i[e]=a}(r),arguments)}function n(t,r){return e.apply(null,[t].concat(r||[]))}var i=Object.create(null);&quot;undefined&quot;!=typeof r&amp;&amp;(r.sprintf=e,r.vsprintf=n),&quot;undefined&quot;!=typeof window&amp;&amp;(window.sprintf=e,window.vsprintf=n)}()},{}],341:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){if(t.dimension&lt;=0)return{positions:[],cells:[]};if(1===t.dimension)return function(t,e){for(var r=a(t,e),n=r.length,i=new Array(n),o=new Array(n),s=0;s&lt;n;++s)i[s]=[r[s]],o[s]=[s];return{positions:i,cells:o}}(t,e);var r=t.order.join()+&quot;-&quot;+t.dtype,s=o[r],e=+e||0;s||(s=o[r]=function(t,e){var r=t.length,a=[&quot;&#x27;use strict&#x27;;&quot;],o=&quot;surfaceNets&quot;+t.join(&quot;_&quot;)+&quot;d&quot;+e;a.push(&quot;var contour=genContour({&quot;,&quot;order:[&quot;,t.join(),&quot;],&quot;,&quot;scalarArguments: 3,&quot;,&quot;phase:function phaseFunc(p,a,b,c) { return (p &gt; c)|0 },&quot;),&quot;generic&quot;===e&amp;&amp;a.push(&quot;getters:[0],&quot;);for(var s=[],l=[],u=0;u&lt;r;++u)s.push(&quot;d&quot;+u),l.push(&quot;d&quot;+u);for(var u=0;u&lt;1&lt;&lt;r;++u)s.push(&quot;v&quot;+u),l.push(&quot;v&quot;+u);for(var u=0;u&lt;1&lt;&lt;r;++u)s.push(&quot;p&quot;+u),l.push(&quot;p&quot;+u);s.push(&quot;a&quot;,&quot;b&quot;,&quot;c&quot;),l.push(&quot;a&quot;,&quot;c&quot;),a.push(&quot;vertex:function vertexFunc(&quot;,s.join(),&quot;){&quot;);for(var c=[],u=0;u&lt;1&lt;&lt;r;++u)c.push(&quot;(p&quot;+u+&quot;&lt;&lt;&quot;+u+&quot;)&quot;);a.push(&quot;var m=(&quot;,c.join(&quot;+&quot;),&quot;)|0;if(m===0||m===&quot;,(1&lt;&lt;(1&lt;&lt;r))-1,&quot;){return}&quot;);var f=[],h=[];1&lt;&lt;(1&lt;&lt;r)&lt;=128?(a.push(&quot;switch(m){&quot;),h=a):a.push(&quot;switch(m&gt;&gt;&gt;7){&quot;);for(var u=0;u&lt;1&lt;&lt;(1&lt;&lt;r);++u){if(1&lt;&lt;(1&lt;&lt;r)&gt;128&amp;&amp;u%128==0){f.length&gt;0&amp;&amp;h.push(&quot;}}&quot;);var d=&quot;vExtra&quot;+f.length;a.push(&quot;case &quot;,u&gt;&gt;&gt;7,&quot;:&quot;,d,&quot;(m&amp;0x7f,&quot;,l.join(),&quot;);break;&quot;),h=[&quot;function &quot;,d,&quot;(m,&quot;,l.join(),&quot;){switch(m){&quot;],f.push(h)}h.push(&quot;case &quot;,127&amp;u,&quot;:&quot;);for(var p=new Array(r),g=new Array(r),v=new Array(r),m=new Array(r),y=0,b=0;b&lt;r;++b)p[b]=[],g[b]=[],v[b]=0,m[b]=0;for(var b=0;b&lt;1&lt;&lt;r;++b)for(var x=0;x&lt;r;++x){var _=b^1&lt;&lt;x;if(!(_&gt;b)&amp;&amp;!(u&amp;1&lt;&lt;_)!=!(u&amp;1&lt;&lt;b)){var w=1;u&amp;1&lt;&lt;_?g[x].push(&quot;v&quot;+_+&quot;-v&quot;+b):(g[x].push(&quot;v&quot;+b+&quot;-v&quot;+_),w=-w),w&lt;0?(p[x].push(&quot;-v&quot;+b+&quot;-v&quot;+_),v[x]+=2):(p[x].push(&quot;v&quot;+b+&quot;+v&quot;+_),v[x]-=2),y+=1;for(var A=0;A&lt;r;++A)A!==x&amp;&amp;(_&amp;1&lt;&lt;A?m[A]+=1:m[A]-=1)}}for(var M=[],x=0;x&lt;r;++x)if(0===p[x].length)M.push(&quot;d&quot;+x+&quot;-0.5&quot;);else{var T=&quot;&quot;;v[x]&lt;0?T=v[x]+&quot;*c&quot;:v[x]&gt;0&amp;&amp;(T=&quot;+&quot;+v[x]+&quot;*c&quot;);var k=p[x].length/y*.5,E=.5+m[x]/y*.5;M.push(&quot;d&quot;+x+&quot;-&quot;+E+&quot;-&quot;+k+&quot;*(&quot;+p[x].join(&quot;+&quot;)+T+&quot;)/(&quot;+g[x].join(&quot;+&quot;)+&quot;)&quot;)}h.push(&quot;a.push([&quot;,M.join(),&quot;]);&quot;,&quot;break;&quot;)}a.push(&quot;}},&quot;),f.length&gt;0&amp;&amp;h.push(&quot;}}&quot;);for(var L=[],u=0;u&lt;1&lt;&lt;r-1;++u)L.push(&quot;v&quot;+u);L.push(&quot;c0&quot;,&quot;c1&quot;,&quot;p0&quot;,&quot;p1&quot;,&quot;a&quot;,&quot;b&quot;,&quot;c&quot;),a.push(&quot;cell:function cellFunc(&quot;,L.join(),&quot;){&quot;);var S=i(r-1);a.push(&quot;if(p0){b.push(&quot;,S.map(function(t){return&quot;[&quot;+t.map(function(t){return&quot;v&quot;+t})+&quot;]&quot;}).join(),&quot;)}else{b.push(&quot;,S.map(function(t){var e=t.slice();return e.reverse(),&quot;[&quot;+e.map(function(t){return&quot;v&quot;+t})+&quot;]&quot;}).join(),&quot;)}}});function &quot;,o,&quot;(array,level){var verts=[],cells=[];contour(array,verts,cells,level);return {positions:verts,cells:cells};} return &quot;,o,&quot;;&quot;);for(var u=0;u&lt;f.length;++u)a.push(f[u].join(&quot;&quot;));return new Function(&quot;genContour&quot;,a.join(&quot;&quot;))(n)}(t.order,t.dtype));return s(t,e)};var n=t(&quot;ndarray-extract-contour&quot;),i=t(&quot;triangulate-hypercube&quot;),a=t(&quot;zero-crossings&quot;);var o={}},{&quot;ndarray-extract-contour&quot;:275,&quot;triangulate-hypercube&quot;:344,&quot;zero-crossings&quot;:359}],342:[function(t,e,r){!function(t){var r=/^\\s+/,n=/\\s+$/,i=0,a=t.round,o=t.min,s=t.max,l=t.random;function u(e,l){if(l=l||{},(e=e||&quot;&quot;)instanceof u)return e;if(!(this instanceof u))return new u(e,l);var c=function(e){var i={r:0,g:0,b:0},a=1,l=null,u=null,c=null,f=!1,h=!1;&quot;string&quot;==typeof e&amp;&amp;(e=function(t){t=t.replace(r,&quot;&quot;).replace(n,&quot;&quot;).toLowerCase();var e,i=!1;if(E[t])t=E[t],i=!0;else if(&quot;transparent&quot;==t)return{r:0,g:0,b:0,a:0,format:&quot;name&quot;};if(e=B.rgb.exec(t))return{r:e[1],g:e[2],b:e[3]};if(e=B.rgba.exec(t))return{r:e[1],g:e[2],b:e[3],a:e[4]};if(e=B.hsl.exec(t))return{h:e[1],s:e[2],l:e[3]};if(e=B.hsla.exec(t))return{h:e[1],s:e[2],l:e[3],a:e[4]};if(e=B.hsv.exec(t))return{h:e[1],s:e[2],v:e[3]};if(e=B.hsva.exec(t))return{h:e[1],s:e[2],v:e[3],a:e[4]};if(e=B.hex8.exec(t))return{r:R(e[1]),g:R(e[2]),b:R(e[3]),a:N(e[4]),format:i?&quot;name&quot;:&quot;hex8&quot;};if(e=B.hex6.exec(t))return{r:R(e[1]),g:R(e[2]),b:R(e[3]),format:i?&quot;name&quot;:&quot;hex&quot;};if(e=B.hex4.exec(t))return{r:R(e[1]+&quot;&quot;+e[1]),g:R(e[2]+&quot;&quot;+e[2]),b:R(e[3]+&quot;&quot;+e[3]),a:N(e[4]+&quot;&quot;+e[4]),format:i?&quot;name&quot;:&quot;hex8&quot;};if(e=B.hex3.exec(t))return{r:R(e[1]+&quot;&quot;+e[1]),g:R(e[2]+&quot;&quot;+e[2]),b:R(e[3]+&quot;&quot;+e[3]),format:i?&quot;name&quot;:&quot;hex&quot;};return!1}(e));&quot;object&quot;==typeof e&amp;&amp;(U(e.r)&amp;&amp;U(e.g)&amp;&amp;U(e.b)?(d=e.r,p=e.g,g=e.b,i={r:255*C(d,255),g:255*C(p,255),b:255*C(g,255)},f=!0,h=&quot;%&quot;===String(e.r).substr(-1)?&quot;prgb&quot;:&quot;rgb&quot;):U(e.h)&amp;&amp;U(e.s)&amp;&amp;U(e.v)?(l=z(e.s),u=z(e.v),i=function(e,r,n){e=6*C(e,360),r=C(r,100),n=C(n,100);var i=t.floor(e),a=e-i,o=n*(1-r),s=n*(1-a*r),l=n*(1-(1-a)*r),u=i%6;return{r:255*[n,s,o,o,l,n][u],g:255*[l,n,n,s,o,o][u],b:255*[o,o,l,n,n,s][u]}}(e.h,l,u),f=!0,h=&quot;hsv&quot;):U(e.h)&amp;&amp;U(e.s)&amp;&amp;U(e.l)&amp;&amp;(l=z(e.s),c=z(e.l),i=function(t,e,r){var n,i,a;function o(t,e,r){return r&lt;0&amp;&amp;(r+=1),r&gt;1&amp;&amp;(r-=1),r&lt;1/6?t+6*(e-t)*r:r&lt;.5?e:r&lt;2/3?t+(e-t)*(2/3-r)*6:t}if(t=C(t,360),e=C(e,100),r=C(r,100),0===e)n=i=a=r;else{var s=r&lt;.5?r*(1+e):r+e-r*e,l=2*r-s;n=o(l,s,t+1/3),i=o(l,s,t),a=o(l,s,t-1/3)}return{r:255*n,g:255*i,b:255*a}}(e.h,l,c),f=!0,h=&quot;hsl&quot;),e.hasOwnProperty(&quot;a&quot;)&amp;&amp;(a=e.a));var d,p,g;return a=S(a),{ok:f,format:e.format||h,r:o(255,s(i.r,0)),g:o(255,s(i.g,0)),b:o(255,s(i.b,0)),a:a}}(e);this._originalInput=e,this._r=c.r,this._g=c.g,this._b=c.b,this._a=c.a,this._roundA=a(100*this._a)/100,this._format=l.format||c.format,this._gradientType=l.gradientType,this._r&lt;1&amp;&amp;(this._r=a(this._r)),this._g&lt;1&amp;&amp;(this._g=a(this._g)),this._b&lt;1&amp;&amp;(this._b=a(this._b)),this._ok=c.ok,this._tc_id=i++}function c(t,e,r){t=C(t,255),e=C(e,255),r=C(r,255);var n,i,a=s(t,e,r),l=o(t,e,r),u=(a+l)/2;if(a==l)n=i=0;else{var c=a-l;switch(i=u&gt;.5?c/(2-a-l):c/(a+l),a){case t:n=(e-r)/c+(e&lt;r?6:0);break;case e:n=(r-t)/c+2;break;case r:n=(t-e)/c+4}n/=6}return{h:n,s:i,l:u}}function f(t,e,r){t=C(t,255),e=C(e,255),r=C(r,255);var n,i,a=s(t,e,r),l=o(t,e,r),u=a,c=a-l;if(i=0===a?0:c/a,a==l)n=0;else{switch(a){case t:n=(e-r)/c+(e&lt;r?6:0);break;case e:n=(r-t)/c+2;break;case r:n=(t-e)/c+4}n/=6}return{h:n,s:i,v:u}}function h(t,e,r,n){var i=[P(a(t).toString(16)),P(a(e).toString(16)),P(a(r).toString(16))];return n&amp;&amp;i[0].charAt(0)==i[0].charAt(1)&amp;&amp;i[1].charAt(0)==i[1].charAt(1)&amp;&amp;i[2].charAt(0)==i[2].charAt(1)?i[0].charAt(0)+i[1].charAt(0)+i[2].charAt(0):i.join(&quot;&quot;)}function d(t,e,r,n){return[P(I(n)),P(a(t).toString(16)),P(a(e).toString(16)),P(a(r).toString(16))].join(&quot;&quot;)}function p(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.s-=e/100,r.s=O(r.s),u(r)}function g(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.s+=e/100,r.s=O(r.s),u(r)}function v(t){return u(t).desaturate(100)}function m(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.l+=e/100,r.l=O(r.l),u(r)}function y(t,e){e=0===e?0:e||10;var r=u(t).toRgb();return r.r=s(0,o(255,r.r-a(-e/100*255))),r.g=s(0,o(255,r.g-a(-e/100*255))),r.b=s(0,o(255,r.b-a(-e/100*255))),u(r)}function b(t,e){e=0===e?0:e||10;var r=u(t).toHsl();return r.l-=e/100,r.l=O(r.l),u(r)}function x(t,e){var r=u(t).toHsl(),n=(r.h+e)%360;return r.h=n&lt;0?360+n:n,u(r)}function _(t){var e=u(t).toHsl();return e.h=(e.h+180)%360,u(e)}function w(t){var e=u(t).toHsl(),r=e.h;return[u(t),u({h:(r+120)%360,s:e.s,l:e.l}),u({h:(r+240)%360,s:e.s,l:e.l})]}function A(t){var e=u(t).toHsl(),r=e.h;return[u(t),u({h:(r+90)%360,s:e.s,l:e.l}),u({h:(r+180)%360,s:e.s,l:e.l}),u({h:(r+270)%360,s:e.s,l:e.l})]}function M(t){var e=u(t).toHsl(),r=e.h;return[u(t),u({h:(r+72)%360,s:e.s,l:e.l}),u({h:(r+216)%360,s:e.s,l:e.l})]}function T(t,e,r){e=e||6,r=r||30;var n=u(t).toHsl(),i=360/r,a=[u(t)];for(n.h=(n.h-(i*e&gt;&gt;1)+720)%360;--e;)n.h=(n.h+i)%360,a.push(u(n));return a}function k(t,e){e=e||6;for(var r=u(t).toHsv(),n=r.h,i=r.s,a=r.v,o=[],s=1/e;e--;)o.push(u({h:n,s:i,v:a})),a=(a+s)%1;return o}u.prototype={isDark:function(){return this.getBrightness()&lt;128},isLight:function(){return!this.isDark()},isValid:function(){return this._ok},getOriginalInput:function(){return this._originalInput},getFormat:function(){return this._format},getAlpha:function(){return this._a},getBrightness:function(){var t=this.toRgb();return(299*t.r+587*t.g+114*t.b)/1e3},getLuminance:function(){var e,r,n,i=this.toRgb();return e=i.r/255,r=i.g/255,n=i.b/255,.2126*(e&lt;=.03928?e/12.92:t.pow((e+.055)/1.055,2.4))+.7152*(r&lt;=.03928?r/12.92:t.pow((r+.055)/1.055,2.4))+.0722*(n&lt;=.03928?n/12.92:t.pow((n+.055)/1.055,2.4))},setAlpha:function(t){return this._a=S(t),this._roundA=a(100*this._a)/100,this},toHsv:function(){var t=f(this._r,this._g,this._b);return{h:360*t.h,s:t.s,v:t.v,a:this._a}},toHsvString:function(){var t=f(this._r,this._g,this._b),e=a(360*t.h),r=a(100*t.s),n=a(100*t.v);return 1==this._a?&quot;hsv(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%)&quot;:&quot;hsva(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%, &quot;+this._roundA+&quot;)&quot;},toHsl:function(){var t=c(this._r,this._g,this._b);return{h:360*t.h,s:t.s,l:t.l,a:this._a}},toHslString:function(){var t=c(this._r,this._g,this._b),e=a(360*t.h),r=a(100*t.s),n=a(100*t.l);return 1==this._a?&quot;hsl(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%)&quot;:&quot;hsla(&quot;+e+&quot;, &quot;+r+&quot;%, &quot;+n+&quot;%, &quot;+this._roundA+&quot;)&quot;},toHex:function(t){return h(this._r,this._g,this._b,t)},toHexString:function(t){return&quot;#&quot;+this.toHex(t)},toHex8:function(t){return function(t,e,r,n,i){var o=[P(a(t).toString(16)),P(a(e).toString(16)),P(a(r).toString(16)),P(I(n))];if(i&amp;&amp;o[0].charAt(0)==o[0].charAt(1)&amp;&amp;o[1].charAt(0)==o[1].charAt(1)&amp;&amp;o[2].charAt(0)==o[2].charAt(1)&amp;&amp;o[3].charAt(0)==o[3].charAt(1))return o[0].charAt(0)+o[1].charAt(0)+o[2].charAt(0)+o[3].charAt(0);return o.join(&quot;&quot;)}(this._r,this._g,this._b,this._a,t)},toHex8String:function(t){return&quot;#&quot;+this.toHex8(t)},toRgb:function(){return{r:a(this._r),g:a(this._g),b:a(this._b),a:this._a}},toRgbString:function(){return 1==this._a?&quot;rgb(&quot;+a(this._r)+&quot;, &quot;+a(this._g)+&quot;, &quot;+a(this._b)+&quot;)&quot;:&quot;rgba(&quot;+a(this._r)+&quot;, &quot;+a(this._g)+&quot;, &quot;+a(this._b)+&quot;, &quot;+this._roundA+&quot;)&quot;},toPercentageRgb:function(){return{r:a(100*C(this._r,255))+&quot;%&quot;,g:a(100*C(this._g,255))+&quot;%&quot;,b:a(100*C(this._b,255))+&quot;%&quot;,a:this._a}},toPercentageRgbString:function(){return 1==this._a?&quot;rgb(&quot;+a(100*C(this._r,255))+&quot;%, &quot;+a(100*C(this._g,255))+&quot;%, &quot;+a(100*C(this._b,255))+&quot;%)&quot;:&quot;rgba(&quot;+a(100*C(this._r,255))+&quot;%, &quot;+a(100*C(this._g,255))+&quot;%, &quot;+a(100*C(this._b,255))+&quot;%, &quot;+this._roundA+&quot;)&quot;},toName:function(){return 0===this._a?&quot;transparent&quot;:!(this._a&lt;1)&amp;&amp;(L[h(this._r,this._g,this._b,!0)]||!1)},toFilter:function(t){var e=&quot;#&quot;+d(this._r,this._g,this._b,this._a),r=e,n=this._gradientType?&quot;GradientType = 1, &quot;:&quot;&quot;;if(t){var i=u(t);r=&quot;#&quot;+d(i._r,i._g,i._b,i._a)}return&quot;progid:DXImageTransform.Microsoft.gradient(&quot;+n+&quot;startColorstr=&quot;+e+&quot;,endColorstr=&quot;+r+&quot;)&quot;},toString:function(t){var e=!!t;t=t||this._format;var r=!1,n=this._a&lt;1&amp;&amp;this._a&gt;=0;return e||!n||&quot;hex&quot;!==t&amp;&amp;&quot;hex6&quot;!==t&amp;&amp;&quot;hex3&quot;!==t&amp;&amp;&quot;hex4&quot;!==t&amp;&amp;&quot;hex8&quot;!==t&amp;&amp;&quot;name&quot;!==t?(&quot;rgb&quot;===t&amp;&amp;(r=this.toRgbString()),&quot;prgb&quot;===t&amp;&amp;(r=this.toPercentageRgbString()),&quot;hex&quot;!==t&amp;&amp;&quot;hex6&quot;!==t||(r=this.toHexString()),&quot;hex3&quot;===t&amp;&amp;(r=this.toHexString(!0)),&quot;hex4&quot;===t&amp;&amp;(r=this.toHex8String(!0)),&quot;hex8&quot;===t&amp;&amp;(r=this.toHex8String()),&quot;name&quot;===t&amp;&amp;(r=this.toName()),&quot;hsl&quot;===t&amp;&amp;(r=this.toHslString()),&quot;hsv&quot;===t&amp;&amp;(r=this.toHsvString()),r||this.toHexString()):&quot;name&quot;===t&amp;&amp;0===this._a?this.toName():this.toRgbString()},clone:function(){return u(this.toString())},_applyModification:function(t,e){var r=t.apply(null,[this].concat([].slice.call(e)));return this._r=r._r,this._g=r._g,this._b=r._b,this.setAlpha(r._a),this},lighten:function(){return this._applyModification(m,arguments)},brighten:function(){return this._applyModification(y,arguments)},darken:function(){return this._applyModification(b,arguments)},desaturate:function(){return this._applyModification(p,arguments)},saturate:function(){return this._applyModification(g,arguments)},greyscale:function(){return this._applyModification(v,arguments)},spin:function(){return this._applyModification(x,arguments)},_applyCombination:function(t,e){return t.apply(null,[this].concat([].slice.call(e)))},analogous:function(){return this._applyCombination(T,arguments)},complement:function(){return this._applyCombination(_,arguments)},monochromatic:function(){return this._applyCombination(k,arguments)},splitcomplement:function(){return this._applyCombination(M,arguments)},triad:function(){return this._applyCombination(w,arguments)},tetrad:function(){return this._applyCombination(A,arguments)}},u.fromRatio=function(t,e){if(&quot;object&quot;==typeof t){var r={};for(var n in t)t.hasOwnProperty(n)&amp;&amp;(r[n]=&quot;a&quot;===n?t[n]:z(t[n]));t=r}return u(t,e)},u.equals=function(t,e){return!(!t||!e)&amp;&amp;u(t).toRgbString()==u(e).toRgbString()},u.random=function(){return u.fromRatio({r:l(),g:l(),b:l()})},u.mix=function(t,e,r){r=0===r?0:r||50;var n=u(t).toRgb(),i=u(e).toRgb(),a=r/100;return u({r:(i.r-n.r)*a+n.r,g:(i.g-n.g)*a+n.g,b:(i.b-n.b)*a+n.b,a:(i.a-n.a)*a+n.a})},u.readability=function(e,r){var n=u(e),i=u(r);return(t.max(n.getLuminance(),i.getLuminance())+.05)/(t.min(n.getLuminance(),i.getLuminance())+.05)},u.isReadable=function(t,e,r){var n,i,a=u.readability(t,e);switch(i=!1,(n=function(t){var e,r;e=((t=t||{level:&quot;AA&quot;,size:&quot;small&quot;}).level||&quot;AA&quot;).toUpperCase(),r=(t.size||&quot;small&quot;).toLowerCase(),&quot;AA&quot;!==e&amp;&amp;&quot;AAA&quot;!==e&amp;&amp;(e=&quot;AA&quot;);&quot;small&quot;!==r&amp;&amp;&quot;large&quot;!==r&amp;&amp;(r=&quot;small&quot;);return{level:e,size:r}}(r)).level+n.size){case&quot;AAsmall&quot;:case&quot;AAAlarge&quot;:i=a&gt;=4.5;break;case&quot;AAlarge&quot;:i=a&gt;=3;break;case&quot;AAAsmall&quot;:i=a&gt;=7}return i},u.mostReadable=function(t,e,r){var n,i,a,o,s=null,l=0;i=(r=r||{}).includeFallbackColors,a=r.level,o=r.size;for(var c=0;c&lt;e.length;c++)(n=u.readability(t,e[c]))&gt;l&amp;&amp;(l=n,s=u(e[c]));return u.isReadable(t,s,{level:a,size:o})||!i?s:(r.includeFallbackColors=!1,u.mostReadable(t,[&quot;#fff&quot;,&quot;#000&quot;],r))};var E=u.names={aliceblue:&quot;f0f8ff&quot;,antiquewhite:&quot;faebd7&quot;,aqua:&quot;0ff&quot;,aquamarine:&quot;7fffd4&quot;,azure:&quot;f0ffff&quot;,beige:&quot;f5f5dc&quot;,bisque:&quot;ffe4c4&quot;,black:&quot;000&quot;,blanchedalmond:&quot;ffebcd&quot;,blue:&quot;00f&quot;,blueviolet:&quot;8a2be2&quot;,brown:&quot;a52a2a&quot;,burlywood:&quot;deb887&quot;,burntsienna:&quot;ea7e5d&quot;,cadetblue:&quot;5f9ea0&quot;,chartreuse:&quot;7fff00&quot;,chocolate:&quot;d2691e&quot;,coral:&quot;ff7f50&quot;,cornflowerblue:&quot;6495ed&quot;,cornsilk:&quot;fff8dc&quot;,crimson:&quot;dc143c&quot;,cyan:&quot;0ff&quot;,darkblue:&quot;00008b&quot;,darkcyan:&quot;008b8b&quot;,darkgoldenrod:&quot;b8860b&quot;,darkgray:&quot;a9a9a9&quot;,darkgreen:&quot;006400&quot;,darkgrey:&quot;a9a9a9&quot;,darkkhaki:&quot;bdb76b&quot;,darkmagenta:&quot;8b008b&quot;,darkolivegreen:&quot;556b2f&quot;,darkorange:&quot;ff8c00&quot;,darkorchid:&quot;9932cc&quot;,darkred:&quot;8b0000&quot;,darksalmon:&quot;e9967a&quot;,darkseagreen:&quot;8fbc8f&quot;,darkslateblue:&quot;483d8b&quot;,darkslategray:&quot;2f4f4f&quot;,darkslategrey:&quot;2f4f4f&quot;,darkturquoise:&quot;00ced1&quot;,darkviolet:&quot;9400d3&quot;,deeppink:&quot;ff1493&quot;,deepskyblue:&quot;00bfff&quot;,dimgray:&quot;696969&quot;,dimgrey:&quot;696969&quot;,dodgerblue:&quot;1e90ff&quot;,firebrick:&quot;b22222&quot;,floralwhite:&quot;fffaf0&quot;,forestgreen:&quot;228b22&quot;,fuchsia:&quot;f0f&quot;,gainsboro:&quot;dcdcdc&quot;,ghostwhite:&quot;f8f8ff&quot;,gold:&quot;ffd700&quot;,goldenrod:&quot;daa520&quot;,gray:&quot;808080&quot;,green:&quot;008000&quot;,greenyellow:&quot;adff2f&quot;,grey:&quot;808080&quot;,honeydew:&quot;f0fff0&quot;,hotpink:&quot;ff69b4&quot;,indianred:&quot;cd5c5c&quot;,indigo:&quot;4b0082&quot;,ivory:&quot;fffff0&quot;,khaki:&quot;f0e68c&quot;,lavender:&quot;e6e6fa&quot;,lavenderblush:&quot;fff0f5&quot;,lawngreen:&quot;7cfc00&quot;,lemonchiffon:&quot;fffacd&quot;,lightblue:&quot;add8e6&quot;,lightcoral:&quot;f08080&quot;,lightcyan:&quot;e0ffff&quot;,lightgoldenrodyellow:&quot;fafad2&quot;,lightgray:&quot;d3d3d3&quot;,lightgreen:&quot;90ee90&quot;,lightgrey:&quot;d3d3d3&quot;,lightpink:&quot;ffb6c1&quot;,lightsalmon:&quot;ffa07a&quot;,lightseagreen:&quot;20b2aa&quot;,lightskyblue:&quot;87cefa&quot;,lightslategray:&quot;789&quot;,lightslategrey:&quot;789&quot;,lightsteelblue:&quot;b0c4de&quot;,lightyellow:&quot;ffffe0&quot;,lime:&quot;0f0&quot;,limegreen:&quot;32cd32&quot;,linen:&quot;faf0e6&quot;,magenta:&quot;f0f&quot;,maroon:&quot;800000&quot;,mediumaquamarine:&quot;66cdaa&quot;,mediumblue:&quot;0000cd&quot;,mediumorchid:&quot;ba55d3&quot;,mediumpurple:&quot;9370db&quot;,mediumseagreen:&quot;3cb371&quot;,mediumslateblue:&quot;7b68ee&quot;,mediumspringgreen:&quot;00fa9a&quot;,mediumturquoise:&quot;48d1cc&quot;,mediumvioletred:&quot;c71585&quot;,midnightblue:&quot;191970&quot;,mintcream:&quot;f5fffa&quot;,mistyrose:&quot;ffe4e1&quot;,moccasin:&quot;ffe4b5&quot;,navajowhite:&quot;ffdead&quot;,navy:&quot;000080&quot;,oldlace:&quot;fdf5e6&quot;,olive:&quot;808000&quot;,olivedrab:&quot;6b8e23&quot;,orange:&quot;ffa500&quot;,orangered:&quot;ff4500&quot;,orchid:&quot;da70d6&quot;,palegoldenrod:&quot;eee8aa&quot;,palegreen:&quot;98fb98&quot;,paleturquoise:&quot;afeeee&quot;,palevioletred:&quot;db7093&quot;,papayawhip:&quot;ffefd5&quot;,peachpuff:&quot;ffdab9&quot;,peru:&quot;cd853f&quot;,pink:&quot;ffc0cb&quot;,plum:&quot;dda0dd&quot;,powderblue:&quot;b0e0e6&quot;,purple:&quot;800080&quot;,rebeccapurple:&quot;663399&quot;,red:&quot;f00&quot;,rosybrown:&quot;bc8f8f&quot;,royalblue:&quot;4169e1&quot;,saddlebrown:&quot;8b4513&quot;,salmon:&quot;fa8072&quot;,sandybrown:&quot;f4a460&quot;,seagreen:&quot;2e8b57&quot;,seashell:&quot;fff5ee&quot;,sienna:&quot;a0522d&quot;,silver:&quot;c0c0c0&quot;,skyblue:&quot;87ceeb&quot;,slateblue:&quot;6a5acd&quot;,slategray:&quot;708090&quot;,slategrey:&quot;708090&quot;,snow:&quot;fffafa&quot;,springgreen:&quot;00ff7f&quot;,steelblue:&quot;4682b4&quot;,tan:&quot;d2b48c&quot;,teal:&quot;008080&quot;,thistle:&quot;d8bfd8&quot;,tomato:&quot;ff6347&quot;,turquoise:&quot;40e0d0&quot;,violet:&quot;ee82ee&quot;,wheat:&quot;f5deb3&quot;,white:&quot;fff&quot;,whitesmoke:&quot;f5f5f5&quot;,yellow:&quot;ff0&quot;,yellowgreen:&quot;9acd32&quot;},L=u.hexNames=function(t){var e={};for(var r in t)t.hasOwnProperty(r)&amp;&amp;(e[t[r]]=r);return e}(E);function S(t){return t=parseFloat(t),(isNaN(t)||t&lt;0||t&gt;1)&amp;&amp;(t=1),t}function C(e,r){(function(t){return&quot;string&quot;==typeof t&amp;&amp;-1!=t.indexOf(&quot;.&quot;)&amp;&amp;1===parseFloat(t)})(e)&amp;&amp;(e=&quot;100%&quot;);var n=function(t){return&quot;string&quot;==typeof t&amp;&amp;-1!=t.indexOf(&quot;%&quot;)}(e);return e=o(r,s(0,parseFloat(e))),n&amp;&amp;(e=parseInt(e*r,10)/100),t.abs(e-r)&lt;1e-6?1:e%r/parseFloat(r)}function O(t){return o(1,s(0,t))}function R(t){return parseInt(t,16)}function P(t){return 1==t.length?&quot;0&quot;+t:&quot;&quot;+t}function z(t){return t&lt;=1&amp;&amp;(t=100*t+&quot;%&quot;),t}function I(e){return t.round(255*parseFloat(e)).toString(16)}function N(t){return R(t)/255}var D,F,j,B=(F=&quot;[\\\\s|\\\\(]+(&quot;+(D=&quot;(?:[-\\\\+]?\\\\d*\\\\.\\\\d+%?)|(?:[-\\\\+]?\\\\d+%?)&quot;)+&quot;)[,|\\\\s]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)\\\\s*\\\\)?&quot;,j=&quot;[\\\\s|\\\\(]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)[,|\\\\s]+(&quot;+D+&quot;)\\\\s*\\\\)?&quot;,{CSS_UNIT:new RegExp(D),rgb:new RegExp(&quot;rgb&quot;+F),rgba:new RegExp(&quot;rgba&quot;+j),hsl:new RegExp(&quot;hsl&quot;+F),hsla:new RegExp(&quot;hsla&quot;+j),hsv:new RegExp(&quot;hsv&quot;+F),hsva:new RegExp(&quot;hsva&quot;+j),hex3:/^#?([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})$/,hex6:/^#?([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})$/,hex4:/^#?([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})([0-9a-fA-F]{1})$/,hex8:/^#?([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})([0-9a-fA-F]{2})$/});function U(t){return!!B.CSS_UNIT.exec(t)}&quot;undefined&quot;!=typeof e&amp;&amp;e.exports?e.exports=u:window.tinycolor=u}(Math)},{}],343:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;parse-unit&quot;);e.exports=o;var i=96;function a(t,e){var r=n(getComputedStyle(t).getPropertyValue(e));return r[0]*o(r[1],t)}function o(t,e){switch(e=e||document.body,t=(t||&quot;px&quot;).trim().toLowerCase(),e!==window&amp;&amp;e!==document||(e=document.body),t){case&quot;%&quot;:return e.clientHeight/100;case&quot;ch&quot;:case&quot;ex&quot;:return function(t,e){var r=document.createElement(&quot;div&quot;);r.style[&quot;font-size&quot;]=&quot;128&quot;+t,e.appendChild(r);var n=a(r,&quot;font-size&quot;)/128;return e.removeChild(r),n}(t,e);case&quot;em&quot;:return a(e,&quot;font-size&quot;);case&quot;rem&quot;:return a(document.body,&quot;font-size&quot;);case&quot;vw&quot;:return window.innerWidth/100;case&quot;vh&quot;:return window.innerHeight/100;case&quot;vmin&quot;:return Math.min(window.innerWidth,window.innerHeight)/100;case&quot;vmax&quot;:return Math.max(window.innerWidth,window.innerHeight)/100;case&quot;in&quot;:return i;case&quot;cm&quot;:return i/2.54;case&quot;mm&quot;:return i/25.4;case&quot;pt&quot;:return i/72;case&quot;pc&quot;:return i/6}return 1}},{&quot;parse-unit&quot;:292}],344:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){if(t&lt;0)return[];if(0===t)return[[0]];for(var e=0|Math.round(a(t+1)),r=[],o=0;o&lt;e;++o){for(var s=n.unrank(t,o),l=[0],u=0,c=0;c&lt;s.length;++c)u+=1&lt;&lt;s[c],l.push(u);i(s)&lt;1&amp;&amp;(l[0]=u,l[t]=0),r.push(l)}return r};var n=t(&quot;permutation-rank&quot;),i=t(&quot;permutation-parity&quot;),a=t(&quot;gamma&quot;)},{gamma:93,&quot;permutation-parity&quot;:293,&quot;permutation-rank&quot;:294}],345:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.up||[0,1,0],n=t.right||f(r),i=t.radius||1,a=t.theta||0,c=t.phi||0;if(e=[].slice.call(e,0,3),r=[].slice.call(r,0,3),s(r,r),n=[].slice.call(n,0,3),s(n,n),&quot;eye&quot;in t){var d=t.eye,p=[d[0]-e[0],d[1]-e[1],d[2]-e[2]];o(n,p,r),u(n[0],n[1],n[2])&lt;1e-6?n=f(r):s(n,n),i=u(p[0],p[1],p[2]);var g=l(r,p)/i,v=l(n,p)/i;c=Math.acos(g),a=Math.acos(v)}return i=Math.log(i),new h(t.zoomMin,t.zoomMax,e,r,n,i,a,c)};var n=t(&quot;filtered-vector&quot;),i=t(&quot;gl-mat4/invert&quot;),a=t(&quot;gl-mat4/rotate&quot;),o=t(&quot;gl-vec3/cross&quot;),s=t(&quot;gl-vec3/normalize&quot;),l=t(&quot;gl-vec3/dot&quot;);function u(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t){return Math.min(1,Math.max(-1,t))}function f(t){var e=Math.abs(t[0]),r=Math.abs(t[1]),n=Math.abs(t[2]),i=[0,0,0];e&gt;Math.max(r,n)?i[2]=1:r&gt;Math.max(e,n)?i[0]=1:i[1]=1;for(var a=0,o=0,l=0;l&lt;3;++l)a+=t[l]*t[l],o+=i[l]*t[l];for(l=0;l&lt;3;++l)i[l]-=o/a*t[l];return s(i,i),i}function h(t,e,r,i,a,o,s,l){this.center=n(r),this.up=n(i),this.right=n(a),this.radius=n([o]),this.angle=n([s,l]),this.angle.bounds=[[-1/0,-Math.PI/2],[1/0,Math.PI/2]],this.setDistanceLimits(t,e),this.computedCenter=this.center.curve(0),this.computedUp=this.up.curve(0),this.computedRight=this.right.curve(0),this.computedRadius=this.radius.curve(0),this.computedAngle=this.angle.curve(0),this.computedToward=[0,0,0],this.computedEye=[0,0,0],this.computedMatrix=new Array(16);for(var u=0;u&lt;16;++u)this.computedMatrix[u]=.5;this.recalcMatrix(0)}var d=h.prototype;d.setDistanceLimits=function(t,e){t=t&gt;0?Math.log(t):-1/0,e=e&gt;0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},d.getDistanceLimits=function(t){var e=this.radius.bounds[0];return t?(t[0]=Math.exp(e[0][0]),t[1]=Math.exp(e[1][0]),t):[Math.exp(e[0][0]),Math.exp(e[1][0])]},d.recalcMatrix=function(t){this.center.curve(t),this.up.curve(t),this.right.curve(t),this.radius.curve(t),this.angle.curve(t);for(var e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a&lt;3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),c=0;for(a=0;a&lt;3;++a)r[a]-=e[a]*i/n,c+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(c);for(a=0;a&lt;3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var d=Math.exp(this.computedRadius[0]),p=this.computedAngle[0],g=this.computedAngle[1],v=Math.cos(p),m=Math.sin(p),y=Math.cos(g),b=Math.sin(g),x=this.computedCenter,_=v*y,w=m*y,A=b,M=-v*b,T=-m*b,k=y,E=this.computedEye,L=this.computedMatrix;for(a=0;a&lt;3;++a){var S=_*r[a]+w*h[a]+A*e[a];L[4*a+1]=M*r[a]+T*h[a]+k*e[a],L[4*a+2]=S,L[4*a+3]=0}var C=L[1],O=L[5],R=L[9],P=L[2],z=L[6],I=L[10],N=O*I-R*z,D=R*P-C*I,F=C*z-O*P,j=u(N,D,F);N/=j,D/=j,F/=j,L[0]=N,L[4]=D,L[8]=F;for(a=0;a&lt;3;++a)E[a]=x[a]+L[2+4*a]*d;for(a=0;a&lt;3;++a){c=0;for(var B=0;B&lt;3;++B)c+=L[a+4*B]*E[B];L[12+a]=-c}L[15]=1},d.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n&lt;16;++n)e[n]=r[n];return e}return r};var p=[0,0,0];d.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;p[0]=i[2],p[1]=i[6],p[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,u=0;u&lt;3;++u)i[4*u]=o[u],i[4*u+1]=s[u],i[4*u+2]=l[u];a(i,i,n,p);for(u=0;u&lt;3;++u)o[u]=i[4*u],s[u]=i[4*u+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},d.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=u(a,o,s);a/=l,o/=l,s/=l;var c=i[0],f=i[4],h=i[8],d=c*a+f*o+h*s,p=u(c-=a*d,f-=o*d,h-=s*d),g=(c/=p)*e+a*r,v=(f/=p)*e+o*r,m=(h/=p)*e+s*r;this.center.move(t,g,v,m);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+n),this.radius.set(t,Math.log(y))},d.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},d.setMatrix=function(t,e,r,n){var a=1;&quot;number&quot;==typeof r&amp;&amp;(a=0|r),(a&lt;0||a&gt;3)&amp;&amp;(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),d=Math.abs(l),p=Math.abs(f),g=Math.max(h,d,p);h===g?(s=s&lt;0?-1:1,l=f=0):p===g?(f=f&lt;0?-1:1,s=l=0):(l=l&lt;0?-1:1,s=f=0)}else{var v=u(s,l,f);s/=v,l/=v,f/=v}var m,y,b=e[o],x=e[o+4],_=e[o+8],w=b*s+x*l+_*f,A=u(b-=s*w,x-=l*w,_-=f*w),M=l*(_/=A)-f*(x/=A),T=f*(b/=A)-s*_,k=s*x-l*b,E=u(M,T,k);if(M/=E,T/=E,k/=E,this.center.jump(t,q,G,X),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,b,x,_),2===a){var L=e[1],S=e[5],C=e[9],O=L*b+S*x+C*_,R=L*M+S*T+C*k;m=N&lt;0?-Math.PI/2:Math.PI/2,y=Math.atan2(R,O)}else{var P=e[2],z=e[6],I=e[10],N=P*s+z*l+I*f,D=P*b+z*x+I*_,F=P*M+z*T+I*k;m=Math.asin(c(N)),y=Math.atan2(F,D)}this.angle.jump(t,y,m),this.recalcMatrix(t);var j=e[2],B=e[6],U=e[10],V=this.computedMatrix;i(V,e);var H=V[15],q=V[12]/H,G=V[13]/H,X=V[14]/H,W=Math.exp(this.computedRadius[0]);this.center.jump(t,q-j*W,G-B*W,X-U*W)},d.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},d.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},d.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},d.setDistance=function(t,e){e&gt;0&amp;&amp;this.radius.set(t,Math.log(e))},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter;var i=(n=n||this.computedUp)[0],a=n[1],o=n[2],s=u(i,a,o);if(!(s&lt;1e-6)){i/=s,a/=s,o/=s;var l=e[0]-r[0],f=e[1]-r[1],h=e[2]-r[2],d=u(l,f,h);if(!(d&lt;1e-6)){l/=d,f/=d,h/=d;var p=this.computedRight,g=p[0],v=p[1],m=p[2],y=i*g+a*v+o*m,b=u(g-=y*i,v-=y*a,m-=y*o);if(!(b&lt;.01&amp;&amp;(b=u(g=a*h-o*f,v=o*l-i*h,m=i*f-a*l))&lt;1e-6)){g/=b,v/=b,m/=b,this.up.set(t,i,a,o),this.right.set(t,g,v,m),this.center.set(t,r[0],r[1],r[2]),this.radius.set(t,Math.log(d));var x=a*m-o*v,_=o*g-i*m,w=i*v-a*g,A=u(x,_,w),M=i*l+a*f+o*h,T=g*l+v*f+m*h,k=(x/=A)*l+(_/=A)*f+(w/=A)*h,E=Math.asin(c(M)),L=Math.atan2(k,T),S=this.angle._state,C=S[S.length-1],O=S[S.length-2];C%=2*Math.PI;var R=Math.abs(C+2*Math.PI-L),P=Math.abs(C-L),z=Math.abs(C-2*Math.PI-L);R&lt;P&amp;&amp;(C+=2*Math.PI),z&lt;P&amp;&amp;(C-=2*Math.PI),this.angle.jump(this.angle.lastT(),C,O),this.angle.set(t,L,E)}}}}},{&quot;filtered-vector&quot;:91,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/rotate&quot;:129,&quot;gl-vec3/cross&quot;:175,&quot;gl-vec3/dot&quot;:180,&quot;gl-vec3/normalize&quot;:197}],346:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var i=t*e,a=n*t,o=a-(a-t),s=t-o,l=n*e,u=l-(l-e),c=e-u,f=s*c-(i-o*u-s*u-o*c);if(r)return r[0]=f,r[1]=i,r;return[f,i]};var n=+(Math.pow(2,27)+1)},{}],347:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n=t+e,i=n-t,a=e-i,o=t-(n-i);if(r)return r[0]=o+a,r[1]=n,r;return[o+a,n]}},{}],348:[function(t,e,r){(function(e,n){&quot;use strict&quot;;var i=t(&quot;bit-twiddle&quot;),a=t(&quot;dup&quot;);e.__TYPEDARRAY_POOL||(e.__TYPEDARRAY_POOL={UINT8:a([32,0]),UINT16:a([32,0]),UINT32:a([32,0]),INT8:a([32,0]),INT16:a([32,0]),INT32:a([32,0]),FLOAT:a([32,0]),DOUBLE:a([32,0]),DATA:a([32,0]),UINT8C:a([32,0]),BUFFER:a([32,0])});var o=&quot;undefined&quot;!=typeof Uint8ClampedArray,s=e.__TYPEDARRAY_POOL;s.UINT8C||(s.UINT8C=a([32,0])),s.BUFFER||(s.BUFFER=a([32,0]));var l=s.DATA,u=s.BUFFER;function c(t){if(t){var e=t.length||t.byteLength,r=i.log2(e);l[r].push(t)}}function f(t){t=i.nextPow2(t);var e=i.log2(t),r=l[e];return r.length&gt;0?r.pop():new ArrayBuffer(t)}function h(t){return new Uint8Array(f(t),0,t)}function d(t){return new Uint16Array(f(2*t),0,t)}function p(t){return new Uint32Array(f(4*t),0,t)}function g(t){return new Int8Array(f(t),0,t)}function v(t){return new Int16Array(f(2*t),0,t)}function m(t){return new Int32Array(f(4*t),0,t)}function y(t){return new Float32Array(f(4*t),0,t)}function b(t){return new Float64Array(f(8*t),0,t)}function x(t){return o?new Uint8ClampedArray(f(t),0,t):h(t)}function _(t){return new DataView(f(t),0,t)}function w(t){t=i.nextPow2(t);var e=i.log2(t),r=u[e];return r.length&gt;0?r.pop():new n(t)}r.free=function(t){if(n.isBuffer(t))u[i.log2(t.length)].push(t);else{if(&quot;[object ArrayBuffer]&quot;!==Object.prototype.toString.call(t)&amp;&amp;(t=t.buffer),!t)return;var e=t.length||t.byteLength,r=0|i.log2(e);l[r].push(t)}},r.freeUint8=r.freeUint16=r.freeUint32=r.freeInt8=r.freeInt16=r.freeInt32=r.freeFloat32=r.freeFloat=r.freeFloat64=r.freeDouble=r.freeUint8Clamped=r.freeDataView=function(t){c(t.buffer)},r.freeArrayBuffer=c,r.freeBuffer=function(t){u[i.log2(t.length)].push(t)},r.malloc=function(t,e){if(void 0===e||&quot;arraybuffer&quot;===e)return f(t);switch(e){case&quot;uint8&quot;:return h(t);case&quot;uint16&quot;:return d(t);case&quot;uint32&quot;:return p(t);case&quot;int8&quot;:return g(t);case&quot;int16&quot;:return v(t);case&quot;int32&quot;:return m(t);case&quot;float&quot;:case&quot;float32&quot;:return y(t);case&quot;double&quot;:case&quot;float64&quot;:return b(t);case&quot;uint8_clamped&quot;:return x(t);case&quot;buffer&quot;:return w(t);case&quot;data&quot;:case&quot;dataview&quot;:return _(t);default:return null}return null},r.mallocArrayBuffer=f,r.mallocUint8=h,r.mallocUint16=d,r.mallocUint32=p,r.mallocInt8=g,r.mallocInt16=v,r.mallocInt32=m,r.mallocFloat32=r.mallocFloat=y,r.mallocFloat64=r.mallocDouble=b,r.mallocUint8Clamped=x,r.mallocDataView=_,r.mallocBuffer=w,r.clearCache=function(){for(var t=0;t&lt;32;++t)s.UINT8[t].length=0,s.UINT16[t].length=0,s.UINT32[t].length=0,s.INT8[t].length=0,s.INT16[t].length=0,s.INT32[t].length=0,s.FLOAT[t].length=0,s.DOUBLE[t].length=0,s.UINT8C[t].length=0,l[t].length=0,u[t].length=0}}).call(this,&quot;undefined&quot;!=typeof global?global:&quot;undefined&quot;!=typeof self?self:&quot;undefined&quot;!=typeof window?window:{},t(&quot;buffer&quot;).Buffer)},{&quot;bit-twiddle&quot;:36,buffer:48,dup:86}],349:[function(t,e,r){&quot;use strict&quot;;function n(t){this.roots=new Array(t),this.ranks=new Array(t);for(var e=0;e&lt;t;++e)this.roots[e]=e,this.ranks[e]=0}e.exports=n;var i=n.prototype;Object.defineProperty(i,&quot;length&quot;,{get:function(){return this.roots.length}}),i.makeSet=function(){var t=this.roots.length;return this.roots.push(t),this.ranks.push(0),t},i.find=function(t){for(var e=t,r=this.roots;r[t]!==t;)t=r[t];for(;r[e]!==t;){var n=r[e];r[e]=t,e=n}return t},i.link=function(t,e){var r=this.find(t),n=this.find(e);if(r!==n){var i=this.ranks,a=this.roots,o=i[r],s=i[n];o&lt;s?a[r]=n:s&lt;o?a[n]=r:(a[n]=r,++i[r])}}},{}],350:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){return 0===t.length?t:e?(r||t.sort(e),function(t,e){for(var r=1,n=t.length,i=t[0],a=t[0],o=1;o&lt;n;++o)if(a=i,e(i=t[o],a)){if(o===r){r++;continue}t[r++]=i}return t.length=r,t}(t,e)):(r||t.sort(),function(t){for(var e=1,r=t.length,n=t[0],i=t[0],a=1;a&lt;r;++a,i=n)if(i=n,(n=t[a])!==i){if(a===e){e++;continue}t[e++]=n}return t.length=e,t}(t))}},{}],351:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){&quot;object&quot;==typeof e&amp;&amp;null!==e||(e={});return n(t,e.canvas||i,e.context||a,e)};var n=t(&quot;./lib/vtext&quot;),i=null,a=null;&quot;undefined&quot;!=typeof document&amp;&amp;((i=document.createElement(&quot;canvas&quot;)).width=8192,i.height=1024,a=i.getContext(&quot;2d&quot;))},{&quot;./lib/vtext&quot;:352}],352:[function(t,e,r){e.exports=function(t,e,r,n){var a=64,o=1.25,s={breaklines:!1,bolds:!1,italics:!1,subscripts:!1,superscripts:!1};n&amp;&amp;(n.size&amp;&amp;n.size&gt;0&amp;&amp;(a=n.size),n.lineSpacing&amp;&amp;n.lineSpacing&gt;0&amp;&amp;(o=n.lineSpacing),n.styletags&amp;&amp;n.styletags.breaklines&amp;&amp;(s.breaklines=!!n.styletags.breaklines),n.styletags&amp;&amp;n.styletags.bolds&amp;&amp;(s.bolds=!!n.styletags.bolds),n.styletags&amp;&amp;n.styletags.italics&amp;&amp;(s.italics=!!n.styletags.italics),n.styletags&amp;&amp;n.styletags.subscripts&amp;&amp;(s.subscripts=!!n.styletags.subscripts),n.styletags&amp;&amp;n.styletags.superscripts&amp;&amp;(s.superscripts=!!n.styletags.superscripts));return r.font=[n.fontStyle,n.fontVariant,n.fontWeight,a+&quot;px&quot;,n.font].filter(function(t){return t}).join(&quot; &quot;),r.textAlign=&quot;start&quot;,r.textBaseline=&quot;alphabetic&quot;,r.direction=&quot;ltr&quot;,w(function(t,e,r,n,a,o){r=r.replace(/\\n/g,&quot;&quot;),r=!0===o.breaklines?r.replace(/\\&lt;br\\&gt;/g,&quot;\\n&quot;):r.replace(/\\&lt;br\\&gt;/g,&quot; &quot;);var s=&quot;&quot;,l=[];for(A=0;A&lt;r.length;++A)l[A]=s;!0===o.bolds&amp;&amp;(l=b(u,c,r,l)),!0===o.italics&amp;&amp;(l=b(f,h,r,l)),!0===o.superscripts&amp;&amp;(l=b(d,g,r,l)),!0===o.subscripts&amp;&amp;(l=b(v,y,r,l));var x=[],_=&quot;&quot;;for(A=0;A&lt;r.length;++A)null!==l[A]&amp;&amp;(_+=r[A],x.push(l[A]));var w,A,M,T,k,E=_.split(&quot;\\n&quot;),L=E.length,S=Math.round(a*n),C=n,O=2*n,R=0,P=L*S+O;t.height&lt;P&amp;&amp;(t.height=P),e.fillStyle=&quot;#000&quot;,e.fillRect(0,0,t.width,t.height),e.fillStyle=&quot;#fff&quot;;var z=0,I=&quot;&quot;;function N(){if(&quot;&quot;!==I){var t=e.measureText(I).width;e.fillText(I,C+M,O+T),M+=t}}function D(){return Math.round(k)+&quot;px &quot;}function F(t,r){var n=&quot;&quot;+e.font;if(!0===o.subscripts){var i=t.indexOf(m),a=r.indexOf(m),s=i&gt;-1?parseInt(t[1+i]):0,l=a&gt;-1?parseInt(r[1+a]):0;s!==l&amp;&amp;(n=n.replace(D(),&quot;?px &quot;),k*=Math.pow(.75,l-s),n=n.replace(&quot;?px &quot;,D())),T+=.25*S*(l-s)}if(!0===o.superscripts){var u=t.indexOf(p),f=r.indexOf(p),d=u&gt;-1?parseInt(t[1+u]):0,g=f&gt;-1?parseInt(r[1+f]):0;d!==g&amp;&amp;(n=n.replace(D(),&quot;?px &quot;),k*=Math.pow(.75,g-d),n=n.replace(&quot;?px &quot;,D())),T-=.25*S*(g-d)}if(!0===o.bolds){var v=t.indexOf(c)&gt;-1,y=r.indexOf(c)&gt;-1;!v&amp;&amp;y&amp;&amp;(n=b?n.replace(&quot;italic &quot;,&quot;italic bold &quot;):&quot;bold &quot;+n),v&amp;&amp;!y&amp;&amp;(n=n.replace(&quot;bold &quot;,&quot;&quot;))}if(!0===o.italics){var b=t.indexOf(h)&gt;-1,x=r.indexOf(h)&gt;-1;!b&amp;&amp;x&amp;&amp;(n=&quot;italic &quot;+n),b&amp;&amp;!x&amp;&amp;(n=n.replace(&quot;italic &quot;,&quot;&quot;))}e.font=n}for(w=0;w&lt;L;++w){var j=E[w]+&quot;\\n&quot;;for(M=0,T=w*S,k=n,I=&quot;&quot;,A=0;A&lt;j.length;++A){var B=A+z&lt;x.length?x[A+z]:x[x.length-1];s===B?I+=j[A]:(N(),I=j[A],void 0!==B&amp;&amp;(F(s,B),s=B))}N(),z+=j.length;var U=0|Math.round(M+2*C);R&lt;U&amp;&amp;(R=U)}var V=R,H=O+S*L;return i(e.getImageData(0,0,V,H).data,[H,V,4]).pick(-1,-1,0).transpose(1,0)}(e,r,t,a,o,s),n,a)},e.exports.processPixels=w;var n=t(&quot;surface-nets&quot;),i=t(&quot;ndarray&quot;),a=t(&quot;simplify-planar-graph&quot;),o=t(&quot;clean-pslg&quot;),s=t(&quot;cdt2d&quot;),l=t(&quot;planar-graph-to-polyline&quot;),u=&quot;b&quot;,c=&quot;b|&quot;,f=&quot;i&quot;,h=&quot;i|&quot;,d=&quot;sup&quot;,p=&quot;+&quot;,g=&quot;+1&quot;,v=&quot;sub&quot;,m=&quot;-&quot;,y=&quot;-1&quot;;function b(t,e,r,n){for(var i=&quot;&lt;&quot;+t+&quot;&gt;&quot;,a=&quot;&lt;/&quot;+t+&quot;&gt;&quot;,o=i.length,s=a.length,l=e[0]===p||e[0]===m,u=0,c=-s;u&gt;-1&amp;&amp;-1!==(u=r.indexOf(i,u))&amp;&amp;-1!==(c=r.indexOf(a,u+o))&amp;&amp;!(c&lt;=u);){for(var f=u;f&lt;c+s;++f)if(f&lt;u+o||f&gt;=c)n[f]=null,r=r.substr(0,f)+&quot; &quot;+r.substr(f+1);else if(null!==n[f]){var h=n[f].indexOf(e[0]);-1===h?n[f]+=e:l&amp;&amp;(n[f]=n[f].substr(0,h+1)+(1+parseInt(n[f][h+1]))+n[f].substr(h+2))}var d=u+o,g=r.substr(d,c-d).indexOf(i);u=-1!==g?g:c+s}return n}function x(t,e){var r=n(t,128);return e?a(r.cells,r.positions,.25):{edges:r.cells,positions:r.positions}}function _(t,e,r,n){var i=x(t,n),a=function(t,e,r){for(var n=e.textAlign||&quot;start&quot;,i=e.textBaseline||&quot;alphabetic&quot;,a=[1&lt;&lt;30,1&lt;&lt;30],o=[0,0],s=t.length,l=0;l&lt;s;++l)for(var u=t[l],c=0;c&lt;2;++c)a[c]=0|Math.min(a[c],u[c]),o[c]=0|Math.max(o[c],u[c]);var f=0;switch(n){case&quot;center&quot;:f=-.5*(a[0]+o[0]);break;case&quot;right&quot;:case&quot;end&quot;:f=-o[0];break;case&quot;left&quot;:case&quot;start&quot;:f=-a[0];break;default:throw new Error(&quot;vectorize-text: Unrecognized textAlign: &#x27;&quot;+n+&quot;&#x27;&quot;)}var h=0;switch(i){case&quot;hanging&quot;:case&quot;top&quot;:h=-a[1];break;case&quot;middle&quot;:h=-.5*(a[1]+o[1]);break;case&quot;alphabetic&quot;:case&quot;ideographic&quot;:h=-3*r;break;case&quot;bottom&quot;:h=-o[1];break;default:throw new Error(&quot;vectorize-text: Unrecoginized textBaseline: &#x27;&quot;+i+&quot;&#x27;&quot;)}var d=1/r;return&quot;lineHeight&quot;in e?d*=+e.lineHeight:&quot;width&quot;in e?d=e.width/(o[0]-a[0]):&quot;height&quot;in e&amp;&amp;(d=e.height/(o[1]-a[1])),t.map(function(t){return[d*(t[0]+f),d*(t[1]+h)]})}(i.positions,e,r),u=i.edges,c=&quot;ccw&quot;===e.orientation;if(o(a,u),e.polygons||e.polygon||e.polyline){for(var f=l(u,a),h=new Array(f.length),d=0;d&lt;f.length;++d){for(var p=f[d],g=new Array(p.length),v=0;v&lt;p.length;++v){for(var m=p[v],y=new Array(m.length),b=0;b&lt;m.length;++b)y[b]=a[m[b]].slice();c&amp;&amp;y.reverse(),g[v]=y}h[d]=g}return h}return e.triangles||e.triangulate||e.triangle?{cells:s(a,u,{delaunay:!1,exterior:!1,interior:!0}),positions:a}:{edges:u,positions:a}}function w(t,e,r){try{return _(t,e,r,!0)}catch(t){}try{return _(t,e,r,!1)}catch(t){}return e.polygons||e.polyline||e.polygon?[]:e.triangles||e.triangulate||e.triangle?{cells:[],positions:[]}:{edges:[],positions:[]}}},{cdt2d:49,&quot;clean-pslg&quot;:59,ndarray:286,&quot;planar-graph-to-polyline&quot;:297,&quot;simplify-planar-graph&quot;:336,&quot;surface-nets&quot;:341}],353:[function(t,e,r){!function(){&quot;use strict&quot;;if(&quot;undefined&quot;==typeof ses||!ses.ok||ses.ok()){&quot;undefined&quot;!=typeof ses&amp;&amp;(ses.weakMapPermitHostObjects=v);var t=!1;if(&quot;function&quot;==typeof WeakMap){var r=WeakMap;if(&quot;undefined&quot;!=typeof navigator&amp;&amp;/Firefox/.test(navigator.userAgent));else{var n=new r,i=Object.freeze({});if(n.set(i,1),1===n.get(i))return void(e.exports=WeakMap);t=!0}}Object.prototype.hasOwnProperty;var a=Object.getOwnPropertyNames,o=Object.defineProperty,s=Object.isExtensible,l=&quot;weakmap:&quot;,u=l+&quot;ident:&quot;+Math.random()+&quot;___&quot;;if(&quot;undefined&quot;!=typeof crypto&amp;&amp;&quot;function&quot;==typeof crypto.getRandomValues&amp;&amp;&quot;function&quot;==typeof ArrayBuffer&amp;&amp;&quot;function&quot;==typeof Uint8Array){var c=new ArrayBuffer(25),f=new Uint8Array(c);crypto.getRandomValues(f),u=l+&quot;rand:&quot;+Array.prototype.map.call(f,function(t){return(t%36).toString(36)}).join(&quot;&quot;)+&quot;___&quot;}if(o(Object,&quot;getOwnPropertyNames&quot;,{value:function(t){return a(t).filter(m)}}),&quot;getPropertyNames&quot;in Object){var h=Object.getPropertyNames;o(Object,&quot;getPropertyNames&quot;,{value:function(t){return h(t).filter(m)}})}!function(){var t=Object.freeze;o(Object,&quot;freeze&quot;,{value:function(e){return y(e),t(e)}});var e=Object.seal;o(Object,&quot;seal&quot;,{value:function(t){return y(t),e(t)}});var r=Object.preventExtensions;o(Object,&quot;preventExtensions&quot;,{value:function(t){return y(t),r(t)}})}();var d=!1,p=0,g=function(){this instanceof g||x();var t=[],e=[],r=p++;return Object.create(g.prototype,{get___:{value:b(function(n,i){var a,o=y(n);return o?r in o?o[r]:i:(a=t.indexOf(n))&gt;=0?e[a]:i})},has___:{value:b(function(e){var n=y(e);return n?r in n:t.indexOf(e)&gt;=0})},set___:{value:b(function(n,i){var a,o=y(n);return o?o[r]=i:(a=t.indexOf(n))&gt;=0?e[a]=i:(a=t.length,e[a]=i,t[a]=n),this})},delete___:{value:b(function(n){var i,a,o=y(n);return o?r in o&amp;&amp;delete o[r]:!((i=t.indexOf(n))&lt;0||(a=t.length-1,t[i]=void 0,e[i]=e[a],t[i]=t[a],t.length=a,e.length=a,0))})}})};g.prototype=Object.create(Object.prototype,{get:{value:function(t,e){return this.get___(t,e)},writable:!0,configurable:!0},has:{value:function(t){return this.has___(t)},writable:!0,configurable:!0},set:{value:function(t,e){return this.set___(t,e)},writable:!0,configurable:!0},delete:{value:function(t){return this.delete___(t)},writable:!0,configurable:!0}}),&quot;function&quot;==typeof r?function(){function n(){this instanceof g||x();var e,n=new r,i=void 0,a=!1;return e=t?function(t,e){return n.set(t,e),n.has(t)||(i||(i=new g),i.set(t,e)),this}:function(t,e){if(a)try{n.set(t,e)}catch(r){i||(i=new g),i.set___(t,e)}else n.set(t,e);return this},Object.create(g.prototype,{get___:{value:b(function(t,e){return i?n.has(t)?n.get(t):i.get___(t,e):n.get(t,e)})},has___:{value:b(function(t){return n.has(t)||!!i&amp;&amp;i.has___(t)})},set___:{value:b(e)},delete___:{value:b(function(t){var e=!!n.delete(t);return i&amp;&amp;i.delete___(t)||e})},permitHostObjects___:{value:b(function(t){if(t!==v)throw new Error(&quot;bogus call to permitHostObjects___&quot;);a=!0})}})}t&amp;&amp;&quot;undefined&quot;!=typeof Proxy&amp;&amp;(Proxy=void 0),n.prototype=g.prototype,e.exports=n,Object.defineProperty(WeakMap.prototype,&quot;constructor&quot;,{value:WeakMap,enumerable:!1,configurable:!0,writable:!0})}():(&quot;undefined&quot;!=typeof Proxy&amp;&amp;(Proxy=void 0),e.exports=g)}function v(t){t.permitHostObjects___&amp;&amp;t.permitHostObjects___(v)}function m(t){return!(t.substr(0,l.length)==l&amp;&amp;&quot;___&quot;===t.substr(t.length-3))}function y(t){if(t!==Object(t))throw new TypeError(&quot;Not an object: &quot;+t);var e=t[u];if(e&amp;&amp;e.key===t)return e;if(s(t)){e={key:t};try{return o(t,u,{value:e,writable:!1,enumerable:!1,configurable:!1}),e}catch(t){return}}}function b(t){return t.prototype=null,Object.freeze(t)}function x(){d||&quot;undefined&quot;==typeof console||(d=!0,console.warn(&quot;WeakMap should be invoked as new WeakMap(), not WeakMap(). This will be an error in the future.&quot;))}}()},{}],354:[function(t,e,r){var n=t(&quot;./hidden-store.js&quot;);e.exports=function(){var t={};return function(e){if((&quot;object&quot;!=typeof e||null===e)&amp;&amp;&quot;function&quot;!=typeof e)throw new Error(&quot;Weakmap-shim: Key must be object&quot;);var r=e.valueOf(t);return r&amp;&amp;r.identity===t?r:n(e,t)}}},{&quot;./hidden-store.js&quot;:355}],355:[function(t,e,r){e.exports=function(t,e){var r={identity:e},n=t.valueOf;return Object.defineProperty(t,&quot;valueOf&quot;,{value:function(t){return t!==e?n.apply(this,arguments):r},writable:!0}),r}},{}],356:[function(t,e,r){var n=t(&quot;./create-store.js&quot;);e.exports=function(){var t=n();return{get:function(e,r){var n=t(e);return n.hasOwnProperty(&quot;value&quot;)?n.value:r},set:function(e,r){return t(e).value=r,this},has:function(e){return&quot;value&quot;in t(e)},delete:function(e){return delete t(e).value}}}},{&quot;./create-store.js&quot;:354}],357:[function(t,e,r){var n=t(&quot;get-canvas-context&quot;);e.exports=function(t){return n(&quot;webgl&quot;,t)}},{&quot;get-canvas-context&quot;:94}],358:[function(t,e,r){e.exports=t(&quot;cwise-compiler&quot;)({args:[&quot;array&quot;,{offset:[1],array:0},&quot;scalar&quot;,&quot;scalar&quot;,&quot;index&quot;],pre:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},post:{body:&quot;{}&quot;,args:[],thisVars:[],localVars:[]},body:{body:&quot;{\\n        var _inline_1_da = _inline_1_arg0_ - _inline_1_arg3_\\n        var _inline_1_db = _inline_1_arg1_ - _inline_1_arg3_\\n        if((_inline_1_da &gt;= 0) !== (_inline_1_db &gt;= 0)) {\\n          _inline_1_arg2_.push(_inline_1_arg4_[0] + 0.5 + 0.5 * (_inline_1_da + _inline_1_db) / (_inline_1_da - _inline_1_db))\\n        }\\n      }&quot;,args:[{name:&quot;_inline_1_arg0_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg1_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg2_&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;_inline_1_arg3_&quot;,lvalue:!1,rvalue:!0,count:2},{name:&quot;_inline_1_arg4_&quot;,lvalue:!1,rvalue:!0,count:1}],thisVars:[],localVars:[&quot;_inline_1_da&quot;,&quot;_inline_1_db&quot;]},funcName:&quot;zeroCrossings&quot;})},{&quot;cwise-compiler&quot;:77}],359:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=[];return e=+e||0,n(t.hi(t.shape[0]-1),r,e),r};var n=t(&quot;./lib/zc-core&quot;)},{&quot;./lib/zc-core&quot;:358}],360:[function(t,e,r){&quot;use strict&quot;;e.exports=[{path:&quot;&quot;,backoff:0},{path:&quot;M-2.4,-3V3L0.6,0Z&quot;,backoff:.6},{path:&quot;M-3.7,-2.5V2.5L1.3,0Z&quot;,backoff:1.3},{path:&quot;M-4.45,-3L-1.65,-0.2V0.2L-4.45,3L1.55,0Z&quot;,backoff:1.55},{path:&quot;M-2.2,-2.2L-0.2,-0.2V0.2L-2.2,2.2L-1.4,3L1.6,0L-1.4,-3Z&quot;,backoff:1.6},{path:&quot;M-4.4,-2.1L-0.6,-0.2V0.2L-4.4,2.1L-4,3L2,0L-4,-3Z&quot;,backoff:2},{path:&quot;M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z&quot;,backoff:0,noRotate:!0},{path:&quot;M2,2V-2H-2V2Z&quot;,backoff:0,noRotate:!0}]},{}],361:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./arrow_paths&quot;),i=t(&quot;../../plots/font_attributes&quot;),a=t(&quot;../../plots/cartesian/constants&quot;),o=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=o(&quot;annotation&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},text:{valType:&quot;string&quot;,editType:&quot;calc+arraydraw&quot;},textangle:{valType:&quot;angle&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},font:i({editType:&quot;calc+arraydraw&quot;,colorEditType:&quot;arraydraw&quot;}),width:{valType:&quot;number&quot;,min:1,dflt:null,editType:&quot;calc+arraydraw&quot;},height:{valType:&quot;number&quot;,min:1,dflt:null,editType:&quot;calc+arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},align:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;center&quot;,editType:&quot;arraydraw&quot;},valign:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;,editType:&quot;arraydraw&quot;},bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},bordercolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},borderpad:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;calc+arraydraw&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;calc+arraydraw&quot;},showarrow:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},arrowcolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},arrowhead:{valType:&quot;integer&quot;,min:0,max:n.length,dflt:1,editType:&quot;arraydraw&quot;},startarrowhead:{valType:&quot;integer&quot;,min:0,max:n.length,dflt:1,editType:&quot;arraydraw&quot;},arrowside:{valType:&quot;flaglist&quot;,flags:[&quot;end&quot;,&quot;start&quot;],extras:[&quot;none&quot;],dflt:&quot;end&quot;,editType:&quot;arraydraw&quot;},arrowsize:{valType:&quot;number&quot;,min:.3,dflt:1,editType:&quot;calc+arraydraw&quot;},startarrowsize:{valType:&quot;number&quot;,min:.3,dflt:1,editType:&quot;calc+arraydraw&quot;},arrowwidth:{valType:&quot;number&quot;,min:.1,editType:&quot;calc+arraydraw&quot;},standoff:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc+arraydraw&quot;},startstandoff:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc+arraydraw&quot;},ax:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},ay:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},axref:{valType:&quot;enumerated&quot;,dflt:&quot;pixel&quot;,values:[&quot;pixel&quot;,a.idRegex.x.toString()],editType:&quot;calc&quot;},ayref:{valType:&quot;enumerated&quot;,dflt:&quot;pixel&quot;,values:[&quot;pixel&quot;,a.idRegex.y.toString()],editType:&quot;calc&quot;},xref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,a.idRegex.x.toString()],editType:&quot;calc&quot;},x:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;auto&quot;,editType:&quot;calc+arraydraw&quot;},xshift:{valType:&quot;number&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},yref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,a.idRegex.y.toString()],editType:&quot;calc&quot;},y:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;auto&quot;,editType:&quot;calc+arraydraw&quot;},yshift:{valType:&quot;number&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},clicktoshow:{valType:&quot;enumerated&quot;,values:[!1,&quot;onoff&quot;,&quot;onout&quot;],dflt:!1,editType:&quot;arraydraw&quot;},xclick:{valType:&quot;any&quot;,editType:&quot;arraydraw&quot;},yclick:{valType:&quot;any&quot;,editType:&quot;arraydraw&quot;},hovertext:{valType:&quot;string&quot;,editType:&quot;arraydraw&quot;},hoverlabel:{bgcolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},bordercolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},font:i({editType:&quot;arraydraw&quot;}),editType:&quot;arraydraw&quot;},captureevents:{valType:&quot;boolean&quot;,editType:&quot;arraydraw&quot;},editType:&quot;calc&quot;,_deprecated:{ref:{valType:&quot;string&quot;,editType:&quot;calc&quot;}}})},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../plots/font_attributes&quot;:567,&quot;./arrow_paths&quot;:360}],362:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;./draw&quot;).draw;function o(t){var e=t._fullLayout;n.filterVisible(e.annotations).forEach(function(e){var r=i.getFromId(t,e.xref),n=i.getFromId(t,e.yref);e._extremes={},r&amp;&amp;s(e,r),n&amp;&amp;s(e,n)})}function s(t,e){var r,n=e._id,a=n.charAt(0),o=t[a],s=t[&quot;a&quot;+a],l=t[a+&quot;ref&quot;],u=t[&quot;a&quot;+a+&quot;ref&quot;],c=t[&quot;_&quot;+a+&quot;padplus&quot;],f=t[&quot;_&quot;+a+&quot;padminus&quot;],h={x:1,y:-1}[a]*t[a+&quot;shift&quot;],d=3*t.arrowsize*t.arrowwidth||0,p=d+h,g=d-h,v=3*t.startarrowsize*t.arrowwidth||0,m=v+h,y=v-h;if(u===l){var b=i.findExtremes(e,[e.r2c(o)],{ppadplus:p,ppadminus:g}),x=i.findExtremes(e,[e.r2c(s)],{ppadplus:Math.max(c,m),ppadminus:Math.max(f,y)});r={min:[b.min[0],x.min[0]],max:[b.max[0],x.max[0]]}}else m=s?m+s:m,y=s?y-s:y,r=i.findExtremes(e,[e.r2c(o)],{ppadplus:Math.max(c,p,m),ppadminus:Math.max(f,g,y)});t._extremes[n]=r}e.exports=function(t){var e=t._fullLayout;if(n.filterVisible(e.annotations).length&amp;&amp;t._fullData.length)return n.syncOrAsync([a,o],t)}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./draw&quot;:367}],363:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plot_api/plot_template&quot;).arrayEditor;function o(t,e){var r,n,i,a,o,l,u,c=t._fullLayout.annotations,f=[],h=[],d=[],p=(e||[]).length;for(r=0;r&lt;c.length;r++)if(a=(i=c[r]).clicktoshow){for(n=0;n&lt;p;n++)if(l=(o=e[n]).xaxis,u=o.yaxis,l._id===i.xref&amp;&amp;u._id===i.yref&amp;&amp;l.d2r(o.x)===s(i._xclick,l)&amp;&amp;u.d2r(o.y)===s(i._yclick,u)){(i.visible?&quot;onout&quot;===a?h:d:f).push(r);break}n===p&amp;&amp;i.visible&amp;&amp;&quot;onout&quot;===a&amp;&amp;h.push(r)}return{on:f,off:h,explicitOff:d}}function s(t,e){return&quot;log&quot;===e.type?e.l2r(t):e.d2r(t)}e.exports={hasClickToShow:function(t,e){var r=o(t,e);return r.on.length&gt;0||r.explicitOff.length&gt;0},onClick:function(t,e){var r,s,l=o(t,e),u=l.on,c=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!u.length&amp;&amp;!c.length)return;for(r=0;r&lt;u.length;r++)(s=a(t.layout,&quot;annotations&quot;,h[u[r]])).modifyItem(&quot;visible&quot;,!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r&lt;c.length;r++)(s=a(t.layout,&quot;annotations&quot;,h[c[r]])).modifyItem(&quot;visible&quot;,!1),n.extendFlat(f,s.getUpdateObj());return i.call(&quot;update&quot;,t,{},f)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592}],364:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../color&quot;);e.exports=function(t,e,r,a){a(&quot;opacity&quot;);var o=a(&quot;bgcolor&quot;),s=a(&quot;bordercolor&quot;),l=i.opacity(s);a(&quot;borderpad&quot;);var u=a(&quot;borderwidth&quot;),c=a(&quot;showarrow&quot;);if(a(&quot;text&quot;,c?&quot; &quot;:r._dfltTitle.annotation),a(&quot;textangle&quot;),n.coerceFont(a,&quot;font&quot;,r.font),a(&quot;width&quot;),a(&quot;align&quot;),a(&quot;height&quot;)&amp;&amp;a(&quot;valign&quot;),c){var f,h,d=a(&quot;arrowside&quot;);-1!==d.indexOf(&quot;end&quot;)&amp;&amp;(f=a(&quot;arrowhead&quot;),h=a(&quot;arrowsize&quot;)),-1!==d.indexOf(&quot;start&quot;)&amp;&amp;(a(&quot;startarrowhead&quot;,f),a(&quot;startarrowsize&quot;,h)),a(&quot;arrowcolor&quot;,l?e.bordercolor:i.defaultLine),a(&quot;arrowwidth&quot;,2*(l&amp;&amp;u||1)),a(&quot;standoff&quot;),a(&quot;startstandoff&quot;)}var p=a(&quot;hovertext&quot;),g=r.hoverlabel||{};if(p){var v=a(&quot;hoverlabel.bgcolor&quot;,g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),m=a(&quot;hoverlabel.bordercolor&quot;,g.bordercolor||i.contrast(v));n.coerceFont(a,&quot;hoverlabel.font&quot;,{family:g.font.family,size:g.font.size,color:g.font.color||m})}a(&quot;captureevents&quot;,!!p)}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376}],365:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib/to_log_range&quot;);e.exports=function(t,e,r,a){e=e||{};var o=&quot;log&quot;===r&amp;&amp;&quot;linear&quot;===e.type,s=&quot;linear&quot;===r&amp;&amp;&quot;log&quot;===e.type;if(o||s)for(var l,u,c=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h&lt;c.length;h++)l=c[h],u=&quot;annotations[&quot;+h+&quot;].&quot;,l[f+&quot;ref&quot;]===e._id&amp;&amp;d(f),l[&quot;a&quot;+f+&quot;ref&quot;]===e._id&amp;&amp;d(&quot;a&quot;+f);function d(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(u+t,s)}}},{&quot;../../lib/to_log_range&quot;:520,&quot;fast-isnumeric&quot;:90}],366:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./common_defaults&quot;),s=t(&quot;./attributes&quot;);function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(&quot;visible&quot;),u=a(&quot;clicktoshow&quot;);if(l||u){o(t,e,r,a);for(var c=e.showarrow,f=[&quot;x&quot;,&quot;y&quot;],h=[-10,-30],d={_fullLayout:r},p=0;p&lt;2;p++){var g=f[p],v=i.coerceRef(t,e,d,g,&quot;&quot;,&quot;paper&quot;);if(&quot;paper&quot;!==v)i.getFromId(d,v)._annIndices.push(e._index);if(i.coercePosition(e,d,a,v,g,.5),c){var m=&quot;a&quot;+g,y=i.coerceRef(t,e,d,m,&quot;pixel&quot;);&quot;pixel&quot;!==y&amp;&amp;y!==v&amp;&amp;(y=e[m]=&quot;pixel&quot;);var b=&quot;pixel&quot;===y?h[p]:.4;i.coercePosition(e,d,a,y,m,b)}a(g+&quot;anchor&quot;),a(g+&quot;shift&quot;)}if(n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),c&amp;&amp;n.noneOrAll(t,e,[&quot;ax&quot;,&quot;ay&quot;]),u){var x=a(&quot;xclick&quot;),_=a(&quot;yclick&quot;);e._xclick=void 0===x?e.x:i.cleanPosition(x,d,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,d,e.yref)}}}e.exports=function(t,e){a(t,e,{name:&quot;annotations&quot;,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:361,&quot;./common_defaults&quot;:364}],367:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../plots/cartesian/axes&quot;),l=t(&quot;../color&quot;),u=t(&quot;../drawing&quot;),c=t(&quot;../fx&quot;),f=t(&quot;../../lib/svg_text_utils&quot;),h=t(&quot;../../lib/setcursor&quot;),d=t(&quot;../dragelement&quot;),p=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,g=t(&quot;./draw_arrow_head&quot;);function v(t,e){var r=t._fullLayout.annotations[e]||{},n=s.getFromId(t,r.xref),i=s.getFromId(t,r.yref);n&amp;&amp;n.setScale(),i&amp;&amp;i.setScale(),m(t,r,e,!1,n,i)}function m(t,e,r,a,s,v){var m,y,b=t._fullLayout,x=t._fullLayout._size,_=t._context.edits;a?(m=&quot;annotation-&quot;+a,y=a+&quot;.annotations&quot;):(m=&quot;annotation&quot;,y=&quot;annotations&quot;);var w=p(t.layout,y,e),A=w.modifyBase,M=w.modifyItem,T=w.getUpdateObj;b._infolayer.selectAll(&quot;.&quot;+m+&#x27;[data-index=&quot;&#x27;+r+&#x27;&quot;]&#x27;).remove();var k=&quot;clip&quot;+b._uid+&quot;_ann&quot;+r;if(e._input&amp;&amp;!1!==e.visible){var E={x:{},y:{}},L=+e.textangle||0,S=b._infolayer.append(&quot;g&quot;).classed(m,!0).attr(&quot;data-index&quot;,String(r)).style(&quot;opacity&quot;,e.opacity),C=S.append(&quot;g&quot;).classed(&quot;annotation-text-g&quot;,!0),O=_[e.showarrow?&quot;annotationTail&quot;:&quot;annotationPosition&quot;],R=e.captureevents||_.annotationText||O,P=C.append(&quot;g&quot;).style(&quot;pointer-events&quot;,R?&quot;all&quot;:null).call(h,&quot;pointer&quot;).on(&quot;click&quot;,function(){t._dragging=!1;var i={index:r,annotation:e._input,fullAnnotation:e,event:n.event};a&amp;&amp;(i.subplotId=a),t.emit(&quot;plotly_clickannotation&quot;,i)});e.hovertext&amp;&amp;P.on(&quot;mouseover&quot;,function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();c.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:b._hoverlayer.node(),outerContainer:b._paper.node(),gd:t})}).on(&quot;mouseout&quot;,function(){c.loneUnhover(b._hoverlayer.node())});var z=e.borderwidth,I=e.borderpad,N=z+I,D=P.append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;bg&quot;).style(&quot;stroke-width&quot;,z+&quot;px&quot;).call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),F=e.width||e.height,j=b._topclips.selectAll(&quot;#&quot;+k).data(F?[0]:[]);j.enter().append(&quot;clipPath&quot;).classed(&quot;annclip&quot;,!0).attr(&quot;id&quot;,k).append(&quot;rect&quot;),j.exit().remove();var B=e.font,U=b.meta?o.templateString(e.text,{meta:b.meta}):e.text,V=P.append(&quot;text&quot;).classed(&quot;annotation-text&quot;,!0).text(U);_.annotationText?V.call(f.makeEditable,{delegate:P,gd:t}).call(H).on(&quot;edit&quot;,function(r){e.text=r,this.call(H),M(&quot;text&quot;,r),s&amp;&amp;s.autorange&amp;&amp;A(s._name+&quot;.autorange&quot;,!0),v&amp;&amp;v.autorange&amp;&amp;A(v._name+&quot;.autorange&quot;,!0),i.call(&quot;_guiRelayout&quot;,t,T())}):V.call(H)}else n.selectAll(&quot;#&quot;+k).remove();function H(r){return r.call(u.font,B).attr({&quot;text-anchor&quot;:{left:&quot;start&quot;,right:&quot;end&quot;}[e.align]||&quot;middle&quot;}),f.convertToTspans(r,t,q),r}function q(){var r=V.selectAll(&quot;a&quot;);1===r.size()&amp;&amp;r.text()===V.text()&amp;&amp;P.insert(&quot;a&quot;,&quot;:first-child&quot;).attr({&quot;xlink:xlink:href&quot;:r.attr(&quot;xlink:href&quot;),&quot;xlink:xlink:show&quot;:r.attr(&quot;xlink:show&quot;)}).style({cursor:&quot;pointer&quot;}).node().appendChild(D.node());var n=P.select(&quot;.annotation-text-math-group&quot;),c=!n.empty(),p=u.bBox((c?n:V).node()),m=p.width,y=p.height,w=e.width||m,R=e.height||y,I=Math.round(w+2*N),B=Math.round(R+2*N);function U(t,e){return&quot;auto&quot;===e&amp;&amp;(e=t&lt;1/3?&quot;left&quot;:t&gt;2/3?&quot;right&quot;:&quot;center&quot;),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var H=!1,q=[&quot;x&quot;,&quot;y&quot;],G=0;G&lt;q.length;G++){var X,W,Y,Z,Q,$=q[G],J=e[$+&quot;ref&quot;]||$,K=e[&quot;a&quot;+$+&quot;ref&quot;],tt={x:s,y:v}[$],et=(L+(&quot;x&quot;===$?0:-90))*Math.PI/180,rt=I*Math.cos(et),nt=B*Math.sin(et),it=Math.abs(rt)+Math.abs(nt),at=e[$+&quot;anchor&quot;],ot=e[$+&quot;shift&quot;]*(&quot;x&quot;===$?1:-1),st=E[$];if(tt){var lt=tt.r2fraction(e[$]);(lt&lt;0||lt&gt;1)&amp;&amp;(K===J?((lt=tt.r2fraction(e[&quot;a&quot;+$]))&lt;0||lt&gt;1)&amp;&amp;(H=!0):H=!0),X=tt._offset+tt.r2p(e[$]),Z=.5}else&quot;x&quot;===$?(Y=e[$],X=x.l+x.w*Y):(Y=1-e[$],X=x.t+x.h*Y),Z=e.showarrow?.5:Y;if(e.showarrow){st.head=X;var ut=e[&quot;a&quot;+$];Q=rt*U(.5,e.xanchor)-nt*U(.5,e.yanchor),K===J?(st.tail=tt._offset+tt.r2p(ut),W=Q):(st.tail=X+ut,W=Q+ut),st.text=st.tail+Q;var ct=b[&quot;x&quot;===$?&quot;width&quot;:&quot;height&quot;];if(&quot;paper&quot;===J&amp;&amp;(st.head=o.constrain(st.head,1,ct-1)),&quot;pixel&quot;===K){var ft=-Math.max(st.tail-3,st.text),ht=Math.min(st.tail+3,st.text)-ct;ft&gt;0?(st.tail+=ft,st.text+=ft):ht&gt;0&amp;&amp;(st.tail-=ht,st.text-=ht)}st.tail+=ot,st.head+=ot}else W=Q=it*U(Z,at),st.text=X+Q;st.text+=ot,Q+=ot,W+=ot,e[&quot;_&quot;+$+&quot;padplus&quot;]=it/2+W,e[&quot;_&quot;+$+&quot;padminus&quot;]=it/2-W,e[&quot;_&quot;+$+&quot;size&quot;]=it,e[&quot;_&quot;+$+&quot;shift&quot;]=Q}if(t._dragging||!H){var dt=0,pt=0;if(&quot;left&quot;!==e.align&amp;&amp;(dt=(w-m)*(&quot;center&quot;===e.align?.5:1)),&quot;top&quot;!==e.valign&amp;&amp;(pt=(R-y)*(&quot;middle&quot;===e.valign?.5:1)),c)n.select(&quot;svg&quot;).attr({x:N+dt-1,y:N+pt}).call(u.setClipUrl,F?k:null,t);else{var gt=N+pt-p.top,vt=N+dt-p.left;V.call(f.positionText,vt,gt).call(u.setClipUrl,F?k:null,t)}j.select(&quot;rect&quot;).call(u.setRect,N,N,w,R),D.call(u.setRect,z/2,z/2,I-z,B-z),P.call(u.setTranslate,Math.round(E.x.text-I/2),Math.round(E.y.text-B/2)),C.attr({transform:&quot;rotate(&quot;+L+&quot;,&quot;+E.x.text+&quot;,&quot;+E.y.text+&quot;)&quot;});var mt,yt=function(r,n){S.selectAll(&quot;.annotation-arrow-g&quot;).remove();var c=E.x.head,f=E.y.head,h=E.x.tail+r,p=E.y.tail+n,m=E.x.text+r,y=E.y.text+n,b=o.rotationXYMatrix(L,m,y),w=o.apply2DTransform(b),k=o.apply2DTransform2(b),O=+D.attr(&quot;width&quot;),R=+D.attr(&quot;height&quot;),z=m-.5*O,I=z+O,N=y-.5*R,F=N+R,j=[[z,N,z,F],[z,F,I,F],[I,F,I,N],[I,N,z,N]].map(k);if(!j.reduce(function(t,e){return t^!!o.segmentsIntersect(c,f,c+1e6,f+1e6,e[0],e[1],e[2],e[3])},!1)){j.forEach(function(t){var e=o.segmentsIntersect(h,p,c,f,t[0],t[1],t[2],t[3]);e&amp;&amp;(h=e.x,p=e.y)});var B=e.arrowwidth,U=e.arrowcolor,V=e.arrowside,H=S.append(&quot;g&quot;).style({opacity:l.opacity(U)}).classed(&quot;annotation-arrow-g&quot;,!0),q=H.append(&quot;path&quot;).attr(&quot;d&quot;,&quot;M&quot;+h+&quot;,&quot;+p+&quot;L&quot;+c+&quot;,&quot;+f).style(&quot;stroke-width&quot;,B+&quot;px&quot;).call(l.stroke,l.rgb(U));if(g(q,V,e),_.annotationPosition&amp;&amp;q.node().parentNode&amp;&amp;!a){var G=c,X=f;if(e.standoff){var W=Math.sqrt(Math.pow(c-h,2)+Math.pow(f-p,2));G+=e.standoff*(h-c)/W,X+=e.standoff*(p-f)/W}var Y,Z,Q=H.append(&quot;path&quot;).classed(&quot;annotation-arrow&quot;,!0).classed(&quot;anndrag&quot;,!0).classed(&quot;cursor-move&quot;,!0).attr({d:&quot;M3,3H-3V-3H3ZM0,0L&quot;+(h-G)+&quot;,&quot;+(p-X),transform:&quot;translate(&quot;+G+&quot;,&quot;+X+&quot;)&quot;}).style(&quot;stroke-width&quot;,B+6+&quot;px&quot;).call(l.stroke,&quot;rgba(0,0,0,0)&quot;).call(l.fill,&quot;rgba(0,0,0,0)&quot;);d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(P);Y=t.x,Z=t.y,s&amp;&amp;s.autorange&amp;&amp;A(s._name+&quot;.autorange&quot;,!0),v&amp;&amp;v.autorange&amp;&amp;A(v._name+&quot;.autorange&quot;,!0)},moveFn:function(t,r){var n=w(Y,Z),i=n[0]+t,a=n[1]+r;P.call(u.setTranslate,i,a),M(&quot;x&quot;,s?s.p2r(s.r2p(e.x)+t):e.x+t/x.w),M(&quot;y&quot;,v?v.p2r(v.r2p(e.y)+r):e.y-r/x.h),e.axref===e.xref&amp;&amp;M(&quot;ax&quot;,s.p2r(s.r2p(e.ax)+t)),e.ayref===e.yref&amp;&amp;M(&quot;ay&quot;,v.p2r(v.r2p(e.ay)+r)),H.attr(&quot;transform&quot;,&quot;translate(&quot;+t+&quot;,&quot;+r+&quot;)&quot;),C.attr({transform:&quot;rotate(&quot;+L+&quot;,&quot;+i+&quot;,&quot;+a+&quot;)&quot;})},doneFn:function(){i.call(&quot;_guiRelayout&quot;,t,T());var e=document.querySelector(&quot;.js-notes-box-panel&quot;);e&amp;&amp;e.redraw(e.selectedObj)}})}}};if(e.showarrow&amp;&amp;yt(0,0),O)d.init({element:P.node(),gd:t,prepFn:function(){mt=C.attr(&quot;transform&quot;)},moveFn:function(t,r){var n=&quot;pointer&quot;;if(e.showarrow)e.axref===e.xref?M(&quot;ax&quot;,s.p2r(s.r2p(e.ax)+t)):M(&quot;ax&quot;,e.ax+t),e.ayref===e.yref?M(&quot;ay&quot;,v.p2r(v.r2p(e.ay)+r)):M(&quot;ay&quot;,e.ay+r),yt(t,r);else{if(a)return;var i,o;if(s)i=s.p2r(s.r2p(e.x)+t);else{var l=e._xsize/x.w,u=e.x+(e._xshift-e.xshift)/x.w-l/2;i=d.align(u+t/x.w,l,0,1,e.xanchor)}if(v)o=v.p2r(v.r2p(e.y)+r);else{var c=e._ysize/x.h,f=e.y-(e._yshift+e.yshift)/x.h-c/2;o=d.align(f-r/x.h,c,0,1,e.yanchor)}M(&quot;x&quot;,i),M(&quot;y&quot;,o),s&amp;&amp;v||(n=d.getCursor(s?.5:i,v?.5:o,e.xanchor,e.yanchor))}C.attr({transform:&quot;translate(&quot;+t+&quot;,&quot;+r+&quot;)&quot;+mt}),h(P,n)},doneFn:function(){h(P),i.call(&quot;_guiRelayout&quot;,t,T());var e=document.querySelector(&quot;.js-notes-box-panel&quot;);e&amp;&amp;e.redraw(e.selectedObj)}})}else P.remove()}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(&quot;.annotation&quot;).remove();for(var r=0;r&lt;e.annotations.length;r++)e.annotations[r].visible&amp;&amp;v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:m}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../fx&quot;:415,&quot;./draw_arrow_head&quot;:368,d3:81}],368:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;),a=t(&quot;./arrow_paths&quot;);e.exports=function(t,e,r){var o,s,l,u,c=t.node(),f=a[r.arrowhead||0],h=a[r.startarrowhead||0],d=(r.arrowwidth||1)*(r.arrowsize||1),p=(r.arrowwidth||1)*(r.startarrowsize||1),g=e.indexOf(&quot;start&quot;)&gt;=0,v=e.indexOf(&quot;end&quot;)&gt;=0,m=f.backoff*d+r.standoff,y=h.backoff*p+r.startstandoff;if(&quot;line&quot;===c.nodeName){o={x:+t.attr(&quot;x1&quot;),y:+t.attr(&quot;y1&quot;)},s={x:+t.attr(&quot;x2&quot;),y:+t.attr(&quot;y2&quot;)};var b=o.x-s.x,x=o.y-s.y;if(u=(l=Math.atan2(x,b))+Math.PI,m&amp;&amp;y&amp;&amp;m+y&gt;Math.sqrt(b*b+x*x))return void O();if(m){if(m*m&gt;b*b+x*x)return void O();var _=m*Math.cos(l),w=m*Math.sin(l);s.x+=_,s.y+=w,t.attr({x2:s.x,y2:s.y})}if(y){if(y*y&gt;b*b+x*x)return void O();var A=y*Math.cos(l),M=y*Math.sin(l);o.x-=A,o.y-=M,t.attr({x1:o.x,y1:o.y})}}else if(&quot;path&quot;===c.nodeName){var T=c.getTotalLength(),k=&quot;&quot;;if(T&lt;m+y)return void O();var E=c.getPointAtLength(0),L=c.getPointAtLength(.1);l=Math.atan2(E.y-L.y,E.x-L.x),o=c.getPointAtLength(Math.min(y,T)),k=&quot;0px,&quot;+y+&quot;px,&quot;;var S=c.getPointAtLength(T),C=c.getPointAtLength(T-.1);u=Math.atan2(S.y-C.y,S.x-C.x),s=c.getPointAtLength(Math.max(0,T-m)),k+=T-(k?y+m:m)+&quot;px,&quot;+T+&quot;px&quot;,t.style(&quot;stroke-dasharray&quot;,k)}function O(){t.style(&quot;stroke-dasharray&quot;,&quot;0px,100px&quot;)}function R(e,a,o,s){e.path&amp;&amp;(e.noRotate&amp;&amp;(o=0),n.select(c.parentNode).append(&quot;path&quot;).attr({class:t.attr(&quot;class&quot;),d:e.path,transform:&quot;translate(&quot;+a.x+&quot;,&quot;+a.y+&quot;)&quot;+(o?&quot;rotate(&quot;+180*o/Math.PI+&quot;)&quot;:&quot;&quot;)+&quot;scale(&quot;+s+&quot;)&quot;}).style({fill:i.rgb(r.arrowcolor),&quot;stroke-width&quot;:0}))}g&amp;&amp;R(h,o,l,p),v&amp;&amp;R(f,s,u,d)}},{&quot;../color&quot;:376,&quot;./arrow_paths&quot;:360,d3:81}],369:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;),i=t(&quot;./click&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;annotations&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;annotations&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:t(&quot;./convert_coords&quot;)}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:361,&quot;./calc_autorange&quot;:362,&quot;./click&quot;:363,&quot;./convert_coords&quot;:365,&quot;./defaults&quot;:366,&quot;./draw&quot;:367}],370:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/attributes&quot;),i=t(&quot;../../plot_api/edit_types&quot;).overrideAll,a=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=i(a(&quot;annotation&quot;,{visible:n.visible,x:{valType:&quot;any&quot;},y:{valType:&quot;any&quot;},z:{valType:&quot;any&quot;},ax:{valType:&quot;number&quot;},ay:{valType:&quot;number&quot;},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),&quot;calc&quot;,&quot;from-root&quot;)},{&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../annotations/attributes&quot;:361}],371:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:&quot;linear&quot;,autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}e.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r&lt;e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(&quot;.annotation-&quot;+t.id).remove()}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541}],372:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;../annotations/common_defaults&quot;),s=t(&quot;./attributes&quot;);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+&quot;axis&quot;,a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(&quot;visible&quot;)&amp;&amp;(o(t,e,a.fullLayout,l),u(&quot;x&quot;),u(&quot;y&quot;),u(&quot;z&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;]),e.xref=&quot;x&quot;,e.yref=&quot;y&quot;,e.zref=&quot;z&quot;,l(&quot;xanchor&quot;),l(&quot;yanchor&quot;),l(&quot;xshift&quot;),l(&quot;yshift&quot;),e.showarrow&amp;&amp;(e.axref=&quot;pixel&quot;,e.ayref=&quot;pixel&quot;,l(&quot;ax&quot;,-10),l(&quot;ay&quot;,-30),n.noneOrAll(t,e,[&quot;ax&quot;,&quot;ay&quot;])))}e.exports=function(t,e,r){a(t,e,{name:&quot;annotations&quot;,handleItemDefaults:l,fullLayout:r.fullLayout})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;../annotations/common_defaults&quot;:364,&quot;./attributes&quot;:370}],373:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/draw&quot;).drawRaw,i=t(&quot;../../plots/gl3d/project&quot;),a=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s&lt;o.length;s++){for(var l=o[s],u=!1,c=0;c&lt;3;c++){var f=a[c],h=l[f],d=e[f+&quot;axis&quot;].r2fraction(h);if(d&lt;0||d&gt;1){u=!0;break}}u?t.fullLayout._infolayer.select(&quot;.annotation-&quot;+t.id+&#x27;[data-index=&quot;&#x27;+s+&#x27;&quot;]&#x27;).remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{&quot;../../plots/gl3d/project&quot;:579,&quot;../annotations/draw&quot;:367}],374:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;annotations3d&quot;,schema:{subplots:{scene:{annotations:t(&quot;./attributes&quot;)}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var a=r.attrRegex,o=Object.keys(t),s=0;s&lt;o.length;s++){var l=o[s];a.test(l)&amp;&amp;(t[l].annotations||[]).length&amp;&amp;(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:t(&quot;./convert&quot;),draw:t(&quot;./draw&quot;)}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:370,&quot;./convert&quot;:371,&quot;./defaults&quot;:372,&quot;./draw&quot;:373}],375:[function(t,e,r){&quot;use strict&quot;;r.defaults=[&quot;#1f77b4&quot;,&quot;#ff7f0e&quot;,&quot;#2ca02c&quot;,&quot;#d62728&quot;,&quot;#9467bd&quot;,&quot;#8c564b&quot;,&quot;#e377c2&quot;,&quot;#7f7f7f&quot;,&quot;#bcbd22&quot;,&quot;#17becf&quot;],r.defaultLine=&quot;#444&quot;,r.lightLine=&quot;#eee&quot;,r.background=&quot;#fff&quot;,r.borderLine=&quot;#BEC8D9&quot;,r.lightFraction=1e3/11},{}],376:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;),i=t(&quot;fast-isnumeric&quot;),a=e.exports={},o=t(&quot;./attributes&quot;);a.defaults=o.defaults;var s=a.defaultLine=o.defaultLine;a.lightLine=o.lightLine;var l=a.background=o.background;function u(t){if(i(t)||&quot;string&quot;!=typeof t)return t;var e=t.trim();if(&quot;rgb&quot;!==e.substr(0,3))return t;var r=e.match(/^rgba?\\s*\\(([^()]*)\\)$/);if(!r)return t;var n=r[1].trim().split(/\\s*[\\s,]\\s*/),a=&quot;a&quot;===e.charAt(3)&amp;&amp;4===n.length;if(!a&amp;&amp;3!==n.length)return t;for(var o=0;o&lt;n.length;o++){if(!n[o].length)return t;if(n[o]=Number(n[o]),!(n[o]&gt;=0))return t;if(3===o)n[o]&gt;1&amp;&amp;(n[o]=1);else if(n[o]&gt;=1)return t}var s=Math.round(255*n[0])+&quot;, &quot;+Math.round(255*n[1])+&quot;, &quot;+Math.round(255*n[2]);return a?&quot;rgba(&quot;+s+&quot;, &quot;+n[3]+&quot;)&quot;:&quot;rgb(&quot;+s+&quot;)&quot;}a.tinyRGB=function(t){var e=t.toRgb();return&quot;rgb(&quot;+Math.round(e.r)+&quot;, &quot;+Math.round(e.g)+&quot;, &quot;+Math.round(e.b)+&quot;)&quot;},a.rgb=function(t){return a.tinyRGB(n(t))},a.opacity=function(t){return t?n(t).getAlpha():0},a.addOpacity=function(t,e){var r=n(t).toRgb();return&quot;rgba(&quot;+Math.round(r.r)+&quot;, &quot;+Math.round(r.g)+&quot;, &quot;+Math.round(r.b)+&quot;, &quot;+e+&quot;)&quot;},a.combine=function(t,e){var r=n(t).toRgb();if(1===r.a)return n(t).toRgbString();var i=n(e||l).toRgb(),a=1===i.a?i:{r:255*(1-i.a)+i.r*i.a,g:255*(1-i.a)+i.g*i.a,b:255*(1-i.a)+i.b*i.a},o={r:a.r*(1-r.a)+r.r*r.a,g:a.g*(1-r.a)+r.g*r.a,b:a.b*(1-r.a)+r.b*r.a};return n(o).toRgbString()},a.contrast=function(t,e,r){var i=n(t);return 1!==i.getAlpha()&amp;&amp;(i=n(a.combine(t,l))),(i.isDark()?e?i.lighten(e):l:r?i.darken(r):s).toString()},a.stroke=function(t,e){var r=n(e);t.style({stroke:a.tinyRGB(r),&quot;stroke-opacity&quot;:r.getAlpha()})},a.fill=function(t,e){var r=n(e);t.style({fill:a.tinyRGB(r),&quot;fill-opacity&quot;:r.getAlpha()})},a.clean=function(t){if(t&amp;&amp;&quot;object&quot;==typeof t){var e,r,n,i,o=Object.keys(t);for(e=0;e&lt;o.length;e++)if(i=t[n=o[e]],&quot;color&quot;===n.substr(n.length-5))if(Array.isArray(i))for(r=0;r&lt;i.length;r++)i[r]=u(i[r]);else t[n]=u(i);else if(&quot;colorscale&quot;===n.substr(n.length-10)&amp;&amp;Array.isArray(i))for(r=0;r&lt;i.length;r++)Array.isArray(i[r])&amp;&amp;(i[r][1]=u(i[r][1]));else if(Array.isArray(i)){var s=i[0];if(!Array.isArray(s)&amp;&amp;s&amp;&amp;&quot;object&quot;==typeof s)for(r=0;r&lt;i.length;r++)a.clean(i[r])}else i&amp;&amp;&quot;object&quot;==typeof i&amp;&amp;a.clean(i)}}},{&quot;./attributes&quot;:375,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],377:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/layout_attributes&quot;),i=t(&quot;../../plots/font_attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendFlat,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll;e.exports=o({thicknessmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;pixels&quot;},thickness:{valType:&quot;number&quot;,min:0,dflt:30},lenmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;fraction&quot;},len:{valType:&quot;number&quot;,min:0,dflt:1},x:{valType:&quot;number&quot;,dflt:1.02,min:-2,max:3},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},xpad:{valType:&quot;number&quot;,min:0,dflt:10},y:{valType:&quot;number&quot;,dflt:.5,min:-2,max:3},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;},ypad:{valType:&quot;number&quot;,min:0,dflt:10},outlinecolor:n.linecolor,outlinewidth:n.linewidth,bordercolor:n.linecolor,borderwidth:{valType:&quot;number&quot;,min:0,dflt:0},bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;},tickmode:n.tickmode,nticks:n.nticks,tick0:n.tick0,dtick:n.dtick,tickvals:n.tickvals,ticktext:n.ticktext,ticks:a({},n.ticks,{dflt:&quot;&quot;}),ticklen:n.ticklen,tickwidth:n.tickwidth,tickcolor:n.tickcolor,showticklabels:n.showticklabels,tickfont:i({}),tickangle:n.tickangle,tickformat:n.tickformat,tickformatstops:n.tickformatstops,tickprefix:n.tickprefix,showtickprefix:n.showtickprefix,ticksuffix:n.ticksuffix,showticksuffix:n.showticksuffix,separatethousands:n.separatethousands,exponentformat:n.exponentformat,showexponent:n.showexponent,title:{text:{valType:&quot;string&quot;},font:i({}),side:{valType:&quot;enumerated&quot;,values:[&quot;right&quot;,&quot;top&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;}},_deprecated:{title:{valType:&quot;string&quot;},titlefont:i({}),titleside:{valType:&quot;enumerated&quot;,values:[&quot;right&quot;,&quot;top&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;}}},&quot;colorbars&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/cartesian/layout_attributes&quot;:553,&quot;../../plots/font_attributes&quot;:567}],378:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;),i=t(&quot;../colorscale/helpers&quot;).flipScale;e.exports=function(t,e,r){if(&quot;function&quot;==typeof r)return r(t,e);var a=e[0].trace,o=&quot;cb&quot;+a.uid;r=Array.isArray(r)?r:[r];for(var s=0;s&lt;r.length;s++){var l=r[s].container,u=l?a[l]:a;if(t._fullLayout._infolayer.selectAll(&quot;.&quot;+o).remove(),u&amp;&amp;u.showscale){var c=e[0].t.cb=n(t,o),f=u.reversescale?i(u.colorscale):u.colorscale;return void c.fillgradient(f).zrange([u[r[s].min],u[r[s].max]]).options(u.colorbar)()}}}},{&quot;../colorscale/helpers&quot;:387,&quot;./draw&quot;:381}],379:[function(t,e,r){&quot;use strict&quot;;e.exports={cn:{colorbar:&quot;colorbar&quot;,cbbg:&quot;cbbg&quot;,cbfill:&quot;cbfill&quot;,cbfills:&quot;cbfills&quot;,cbline:&quot;cbline&quot;,cblines:&quot;cblines&quot;,cbaxis:&quot;cbaxis&quot;,cbtitleunshift:&quot;cbtitleunshift&quot;,cbtitle:&quot;cbtitle&quot;,cboutline:&quot;cboutline&quot;,crisp:&quot;crisp&quot;,jsPlaceholder:&quot;js-placeholder&quot;}}},{}],380:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/plot_template&quot;),a=t(&quot;../../plots/cartesian/tick_value_defaults&quot;),o=t(&quot;../../plots/cartesian/tick_mark_defaults&quot;),s=t(&quot;../../plots/cartesian/tick_label_defaults&quot;),l=t(&quot;./attributes&quot;);e.exports=function(t,e,r){var u=i.newContainer(e,&quot;colorbar&quot;),c=t.colorbar||{};function f(t,e){return n.coerce(c,u,l,t,e)}var h=f(&quot;thicknessmode&quot;);f(&quot;thickness&quot;,&quot;fraction&quot;===h?30/(r.width-r.margin.l-r.margin.r):30);var d=f(&quot;lenmode&quot;);f(&quot;len&quot;,&quot;fraction&quot;===d?1:r.height-r.margin.t-r.margin.b),f(&quot;x&quot;),f(&quot;xanchor&quot;),f(&quot;xpad&quot;),f(&quot;y&quot;),f(&quot;yanchor&quot;),f(&quot;ypad&quot;),n.noneOrAll(c,u,[&quot;x&quot;,&quot;y&quot;]),f(&quot;outlinecolor&quot;),f(&quot;outlinewidth&quot;),f(&quot;bordercolor&quot;),f(&quot;borderwidth&quot;),f(&quot;bgcolor&quot;),a(c,u,f,&quot;linear&quot;);var p={outerTicks:!1,font:r.font};s(c,u,f,&quot;linear&quot;,p),o(c,u,f,&quot;linear&quot;,p),f(&quot;title.text&quot;,r._dfltTitle.colorbar),n.coerceFont(f,&quot;title.font&quot;,r.font),f(&quot;title.side&quot;)}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/tick_label_defaults&quot;:560,&quot;../../plots/cartesian/tick_mark_defaults&quot;:561,&quot;../../plots/cartesian/tick_value_defaults&quot;:562,&quot;./attributes&quot;:377}],381:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../plots/cartesian/axes&quot;),l=t(&quot;../dragelement&quot;),u=t(&quot;../../lib&quot;),c=t(&quot;../../lib/extend&quot;).extendFlat,f=t(&quot;../../lib/setcursor&quot;),h=t(&quot;../drawing&quot;),d=t(&quot;../color&quot;),p=t(&quot;../titles&quot;),g=t(&quot;../../lib/svg_text_utils&quot;),v=t(&quot;../../constants/alignment&quot;),m=v.LINE_SPACING,y=v.FROM_TL,b=v.FROM_BR,x=t(&quot;../../plots/cartesian/axis_defaults&quot;),_=t(&quot;../../plots/cartesian/position_defaults&quot;),w=t(&quot;../../plots/cartesian/layout_attributes&quot;),A=t(&quot;./attributes&quot;),M=t(&quot;./constants&quot;).cn;e.exports=function(t,e){var r={};for(var v in A)r[v]=null;function T(){var v=t._fullLayout,A=v._size;if(&quot;function&quot;==typeof r.fillcolor||&quot;function&quot;==typeof r.line.color||r.fillgradient){var L,S,C=r.zrange||n.extent((&quot;function&quot;==typeof r.fillcolor?r.fillcolor:r.line.color).domain()),O=[],R=[],P=&quot;function&quot;==typeof r.line.color?r.line.color:function(){return r.line.color},z=&quot;function&quot;==typeof r.fillcolor?r.fillcolor:function(){return r.fillcolor},I=r.levels.end+r.levels.size/100,N=r.levels.size,D=1.001*C[0]-.001*C[1],F=1.001*C[1]-.001*C[0];for(S=0;S&lt;1e5&amp;&amp;(L=r.levels.start+S*N,!(N&gt;0?L&gt;=I:L&lt;=I));S++)L&gt;D&amp;&amp;L&lt;F&amp;&amp;O.push(L);if(r.fillgradient)R=[0];else if(&quot;function&quot;==typeof r.fillcolor)if(r.filllevels)for(I=r.filllevels.end+r.filllevels.size/100,N=r.filllevels.size,S=0;S&lt;1e5&amp;&amp;(L=r.filllevels.start+S*N,!(N&gt;0?L&gt;=I:L&lt;=I));S++)L&gt;C[0]&amp;&amp;L&lt;C[1]&amp;&amp;R.push(L);else(R=O.map(function(t){return t-r.levels.size/2})).push(R[R.length-1]+r.levels.size);else r.fillcolor&amp;&amp;&quot;string&quot;==typeof r.fillcolor&amp;&amp;(R=[0]);r.levels.size&lt;0&amp;&amp;(O.reverse(),R.reverse());var j,B=A.h,U=A.w,V=Math.round(r.thickness*(&quot;fraction&quot;===r.thicknessmode?U:1)),H=V/A.w,q=Math.round(r.len*(&quot;fraction&quot;===r.lenmode?B:1)),G=q/A.h,X=r.xpad/A.w,W=(r.borderwidth+r.outlinewidth)/2,Y=r.ypad/A.h,Z=Math.round(r.x*A.w+r.xpad),Q=r.x-H*({middle:.5,right:1}[r.xanchor]||0),$=r.y+G*(({top:-.5,bottom:.5}[r.yanchor]||0)-.5),J=Math.round(A.h*(1-$)),K=J-q,tt={type:&quot;linear&quot;,range:C,tickmode:r.tickmode,nticks:r.nticks,tick0:r.tick0,dtick:r.dtick,tickvals:r.tickvals,ticktext:r.ticktext,ticks:r.ticks,ticklen:r.ticklen,tickwidth:r.tickwidth,tickcolor:r.tickcolor,showticklabels:r.showticklabels,tickfont:r.tickfont,tickangle:r.tickangle,tickformat:r.tickformat,exponentformat:r.exponentformat,separatethousands:r.separatethousands,showexponent:r.showexponent,showtickprefix:r.showtickprefix,tickprefix:r.tickprefix,showticksuffix:r.showticksuffix,ticksuffix:r.ticksuffix,title:r.title,showline:!0,anchor:&quot;free&quot;,side:&quot;right&quot;,position:1},et={type:&quot;linear&quot;,_id:&quot;y&quot;+e},rt={letter:&quot;y&quot;,font:v.font,noHover:!0,noTickson:!0,calendar:v.calendar};if(x(tt,et,yt,rt,v),_(tt,et,yt,rt),et.position=r.x+X+H,T.axis=et,-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)&amp;&amp;(et.title.side=r.title.side,et.titlex=r.x+X,et.titley=$+(&quot;top&quot;===r.title.side?G-Y:Y)),r.line.color&amp;&amp;&quot;auto&quot;===r.tickmode){et.tickmode=&quot;linear&quot;,et.tick0=r.levels.start;var nt=r.levels.size,it=u.constrain((J-K)/50,4,15)+1,at=(C[1]-C[0])/((r.nticks||it)*nt);if(at&gt;1){var ot=Math.pow(10,Math.floor(Math.log(at)/Math.LN10));nt*=ot*u.roundUp(at/ot,[2,5,10]),(Math.abs(r.levels.start)/r.levels.size+1e-6)%1&lt;2e-6&amp;&amp;(et.tick0=0)}et.dtick=nt}et.domain=[$+Y,$+G-Y],et.setScale();var st=u.ensureSingle(v._infolayer,&quot;g&quot;,e,function(t){t.classed(M.colorbar,!0).each(function(){var t=n.select(this);t.append(&quot;rect&quot;).classed(M.cbbg,!0),t.append(&quot;g&quot;).classed(M.cbfills,!0),t.append(&quot;g&quot;).classed(M.cblines,!0),t.append(&quot;g&quot;).classed(M.cbaxis,!0).classed(M.crisp,!0),t.append(&quot;g&quot;).classed(M.cbtitleunshift,!0).append(&quot;g&quot;).classed(M.cbtitle,!0),t.append(&quot;rect&quot;).classed(M.cboutline,!0),t.select(&quot;.cbtitle&quot;).datum(0)})});st.attr(&quot;transform&quot;,&quot;translate(&quot;+Math.round(A.l)+&quot;,&quot;+Math.round(A.t)+&quot;)&quot;);var lt=st.select(&quot;.cbtitleunshift&quot;).attr(&quot;transform&quot;,&quot;translate(-&quot;+Math.round(A.l)+&quot;,-&quot;+Math.round(A.t)+&quot;)&quot;),ut=st.select(&quot;.cbaxis&quot;),ct=0;if(-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)){var ft,ht=A.l+(r.x+X)*A.w,dt=et.title.font.size;ft=&quot;top&quot;===r.title.side?(1-($+G-Y))*A.h+A.t+3+.75*dt:(1-($+Y))*A.h+A.t-3-.25*dt,bt(et._id+&quot;title&quot;,{attributes:{x:ht,y:ft,&quot;text-anchor&quot;:&quot;start&quot;}})}var pt,gt,vt,mt=u.syncOrAsync([a.previousPromises,function(){if(-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)){var a=st.select(&quot;.cbtitle&quot;),o=a.select(&quot;text&quot;),l=[-r.outlinewidth/2,r.outlinewidth/2],c=a.select(&quot;.h&quot;+et._id+&quot;title-math-group&quot;).node(),f=15.6;if(o.node()&amp;&amp;(f=parseInt(o.node().style.fontSize,10)*m),c?(ct=h.bBox(c).height)&gt;f&amp;&amp;(l[1]-=(ct-f)/2):o.node()&amp;&amp;!o.classed(M.jsPlaceholder)&amp;&amp;(ct=h.bBox(o.node()).height),ct){if(ct+=5,&quot;top&quot;===r.title.side)et.domain[1]-=ct/A.h,l[1]*=-1;else{et.domain[0]+=ct/A.h;var d=g.lineCount(o);l[1]+=(1-d)*f}a.attr(&quot;transform&quot;,&quot;translate(&quot;+l+&quot;)&quot;),et.setScale()}}st.selectAll(&quot;.cbfills,.cblines&quot;).attr(&quot;transform&quot;,&quot;translate(0,&quot;+Math.round(A.h*(1-et.domain[1]))+&quot;)&quot;),ut.attr(&quot;transform&quot;,&quot;translate(0,&quot;+Math.round(-A.t)+&quot;)&quot;);var p=st.select(&quot;.cbfills&quot;).selectAll(&quot;rect.cbfill&quot;).data(R);p.enter().append(&quot;rect&quot;).classed(M.cbfill,!0).style(&quot;stroke&quot;,&quot;none&quot;),p.exit().remove();var y=C.map(et.c2p).map(Math.round).sort(function(t,e){return t-e});p.each(function(a,o){var s=[0===o?C[0]:(R[o]+R[o-1])/2,o===R.length-1?C[1]:(R[o]+R[o+1])/2].map(et.c2p).map(Math.round);s[1]=u.constrain(s[1]+(s[1]&gt;s[0])?1:-1,y[0],y[1]);var l=n.select(this).attr({x:Z,width:Math.max(V,2),y:n.min(s),height:Math.max(n.max(s)-n.min(s),2)});if(r.fillgradient)h.gradient(l,t,e,&quot;vertical&quot;,r.fillgradient,&quot;fill&quot;);else{var c=z(a).replace(&quot;e-&quot;,&quot;&quot;);l.attr(&quot;fill&quot;,i(c).toHexString())}});var b=st.select(&quot;.cblines&quot;).selectAll(&quot;path.cbline&quot;).data(r.line.color&amp;&amp;r.line.width?O:[]);return b.enter().append(&quot;path&quot;).classed(M.cbline,!0),b.exit().remove(),b.each(function(t){n.select(this).attr(&quot;d&quot;,&quot;M&quot;+Z+&quot;,&quot;+(Math.round(et.c2p(t))+r.line.width/2%1)+&quot;h&quot;+V).call(h.lineGroupStyle,r.line.width,P(t),r.line.dash)}),ut.selectAll(&quot;g.&quot;+et._id+&quot;tick,path&quot;).remove(),u.syncOrAsync([function(){var e=Z+V+(r.outlinewidth||0)/2-(&quot;outside&quot;===r.ticks?1:0),n=s.calcTicks(et),i=s.makeTransFn(et),a=s.getTickSigns(et)[2];return s.drawTicks(t,et,{vals:&quot;inside&quot;===et.ticks?s.clipEnds(et,n):n,layer:ut,path:s.makeTickPath(et,e,a),transFn:i}),s.drawLabels(t,et,{vals:n,layer:ut,transFn:i,labelFns:s.makeLabelFns(et,e)})},function(){if(-1===[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)){var e=et.title.font.size,i=et._offset+et._length/2,a=A.l+(et.position||0)*A.w+(&quot;right&quot;===et.side?10+e*(et.showticklabels?1:.5):-10-e*(et.showticklabels?.5:0));bt(&quot;h&quot;+et._id+&quot;title&quot;,{avoid:{selection:n.select(t).selectAll(&quot;g.&quot;+et._id+&quot;tick&quot;),side:r.title.side,offsetLeft:A.l,offsetTop:0,maxShift:v.width},attributes:{x:a,y:i,&quot;text-anchor&quot;:&quot;middle&quot;},transform:{rotate:&quot;-90&quot;,offset:0}})}}])},a.previousPromises,function(){var n=V+r.outlinewidth/2+h.bBox(ut.node()).width;if((j=lt.select(&quot;text&quot;)).node()&amp;&amp;!j.classed(M.jsPlaceholder)){var i,o=lt.select(&quot;.h&quot;+et._id+&quot;title-math-group&quot;).node();i=o&amp;&amp;-1!==[&quot;top&quot;,&quot;bottom&quot;].indexOf(r.title.side)?h.bBox(o).width:h.bBox(lt.node()).right-Z-A.l,n=Math.max(n,i)}var s=2*r.xpad+n+r.borderwidth+r.outlinewidth/2,l=J-K;st.select(&quot;.cbbg&quot;).attr({x:Z-r.xpad-(r.borderwidth+r.outlinewidth)/2,y:K-W,width:Math.max(s,2),height:Math.max(l+2*W,2)}).call(d.fill,r.bgcolor).call(d.stroke,r.bordercolor).style({&quot;stroke-width&quot;:r.borderwidth}),st.selectAll(&quot;.cboutline&quot;).attr({x:Z,y:K+r.ypad+(&quot;top&quot;===r.title.side?ct:0),width:Math.max(V,2),height:Math.max(l-2*r.ypad-ct,2)}).call(d.stroke,r.outlinecolor).style({fill:&quot;None&quot;,&quot;stroke-width&quot;:r.outlinewidth});var u=({center:.5,right:1}[r.xanchor]||0)*s;st.attr(&quot;transform&quot;,&quot;translate(&quot;+(A.l-u)+&quot;,&quot;+A.t+&quot;)&quot;);var c={},f=y[r.yanchor],p=b[r.yanchor];&quot;pixels&quot;===r.lenmode?(c.y=r.y,c.t=l*f,c.b=l*p):(c.t=c.b=0,c.yt=r.y+r.len*f,c.yb=r.y-r.len*p);var g=y[r.xanchor],v=b[r.xanchor];if(&quot;pixels&quot;===r.thicknessmode)c.x=r.x,c.l=s*g,c.r=s*v;else{var m=s-V;c.l=m*g,c.r=m*v,c.xl=r.x-r.thickness*g,c.xr=r.x+r.thickness*v}a.autoMargin(t,e,c)}],t);if(mt&amp;&amp;mt.then&amp;&amp;(t._promises||[]).push(mt),t._context.edits.colorbarPosition)l.init({element:st.node(),gd:t,prepFn:function(){pt=st.attr(&quot;transform&quot;),f(st)},moveFn:function(t,e){st.attr(&quot;transform&quot;,pt+&quot; translate(&quot;+t+&quot;,&quot;+e+&quot;)&quot;),gt=l.align(Q+t/A.w,H,0,1,r.xanchor),vt=l.align($-e/A.h,G,0,1,r.yanchor);var n=l.getCursor(gt,vt,r.xanchor,r.yanchor);f(st,n)},doneFn:function(){if(f(st),void 0!==gt&amp;&amp;void 0!==vt){var e={};e[E(&quot;x&quot;)]=gt,e[E(&quot;y&quot;)]=vt,o.call(&quot;_guiRestyle&quot;,t,e,k().index)}}});return mt}function yt(t,e){return u.coerce(tt,et,w,t,e)}function bt(e,r){var n={propContainer:et,propName:E(&quot;title&quot;),traceIndex:k().index,placeholder:v._dfltTitle.colorbar,containerGroup:st.select(&quot;.cbtitle&quot;)},i=&quot;h&quot;===e.charAt(0)?e.substr(1):&quot;h&quot;+e;st.selectAll(&quot;.&quot;+i+&quot;,.&quot;+i+&quot;-math-group&quot;).remove(),p.draw(t,e,c(n,r||{}))}v._infolayer.selectAll(&quot;g.&quot;+e).remove()}function k(){for(var r=e.substr(2),n=0;n&lt;t._fullData.length;n++){var i=t._fullData[n];if(i.uid===r)return i}}function E(t){var e=&quot;colorbar.&quot;,r=k()._module.colorbar.container;return r&amp;&amp;(e=r+&quot;.&quot;+e),e+t}return r.fillcolor=null,r.line={color:null,width:null,dash:null},r.levels={start:null,end:null,size:null},r.filllevels=null,r.fillgradient=null,r.zrange=null,Object.keys(r).forEach(function(t){T[t]=function(e){return arguments.length?(r[t]=u.isPlainObject(r[t])?u.extendFlat(r[t],e):e,T):r[t]}}),T.options=function(t){for(var e in t)&quot;function&quot;==typeof T[e]&amp;&amp;T[e](t[e]);return T},T._opts=r,T}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/extend&quot;:488,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../plots/cartesian/axis_defaults&quot;:543,&quot;../../plots/cartesian/layout_attributes&quot;:553,&quot;../../plots/cartesian/position_defaults&quot;:556,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../titles&quot;:464,&quot;./attributes&quot;:377,&quot;./constants&quot;:379,d3:81,tinycolor2:342}],382:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t){return n.isPlainObject(t.colorbar)}},{&quot;../../lib&quot;:495}],383:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales.js&quot;).scales;Object.keys(n);function i(t){return&quot;`&quot;+t+&quot;`&quot;}e.exports=function(t,e){t=t||&quot;&quot;;var r,a=(e=e||{}).cLetter||&quot;c&quot;,o=(&quot;onlyIfNumerical&quot;in e?e.onlyIfNumerical:Boolean(t),&quot;noScale&quot;in e?e.noScale:&quot;marker.line&quot;===t),s=&quot;showScaleDflt&quot;in e?e.showScaleDflt:&quot;z&quot;===a,l=&quot;string&quot;==typeof e.colorscaleDflt?n[e.colorscaleDflt]:null,u=e.editTypeOverride||&quot;&quot;,c=t?t+&quot;.&quot;:&quot;&quot;;&quot;colorAttr&quot;in e?(r=e.colorAttr,e.colorAttr):i(c+(r={z:&quot;z&quot;,c:&quot;color&quot;}[a]));var f=a+&quot;auto&quot;,h=a+&quot;min&quot;,d=a+&quot;max&quot;,p=a+&quot;mid&quot;,g=(i(c+f),i(c+h),i(c+d),{});g[h]=g[d]=void 0;var v={};v[f]=!1;var m={};return&quot;color&quot;===r&amp;&amp;(m.color={valType:&quot;color&quot;,arrayOk:!0,editType:u||&quot;style&quot;},e.anim&amp;&amp;(m.color.anim=!0)),m[f]={valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;,impliedEdits:g},m[h]={valType:&quot;number&quot;,dflt:null,editType:u||&quot;plot&quot;,impliedEdits:v},m[d]={valType:&quot;number&quot;,dflt:null,editType:u||&quot;plot&quot;,impliedEdits:v},m[p]={valType:&quot;number&quot;,dflt:null,editType:&quot;calc&quot;,impliedEdits:g},m.colorscale={valType:&quot;colorscale&quot;,editType:&quot;calc&quot;,dflt:l,impliedEdits:{autocolorscale:!1}},m.autocolorscale={valType:&quot;boolean&quot;,dflt:!1!==e.autoColorDflt,editType:&quot;calc&quot;,impliedEdits:{colorscale:void 0}},m.reversescale={valType:&quot;boolean&quot;,dflt:!1,editType:&quot;plot&quot;},o||(m.showscale={valType:&quot;boolean&quot;,dflt:s,editType:&quot;calc&quot;}),m}},{&quot;./scales.js&quot;:391}],384:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r){var i=t._fullLayout,a=r.vals,o=r.containerStr,s=r.cLetter,l=o?n.nestedProperty(e,o).get():e,u=s+&quot;min&quot;,c=s+&quot;max&quot;,f=s+&quot;mid&quot;,h=l[s+&quot;auto&quot;],d=l[u],p=l[c],g=l[f],v=l.colorscale;!1===h&amp;&amp;void 0!==d||(d=n.aggNums(Math.min,null,a)),!1===h&amp;&amp;void 0!==p||(p=n.aggNums(Math.max,null,a)),!1!==h&amp;&amp;void 0!==g&amp;&amp;(p-g&gt;g-d?d=g-(p-g):p-g&lt;g-d&amp;&amp;(p=g+(g-d))),d===p&amp;&amp;(d-=.5,p+=.5),l[&quot;_&quot;+u]=l[u]=d,l[&quot;_&quot;+c]=l[c]=p,l.autocolorscale&amp;&amp;(v=d*p&lt;0?i.colorscale.diverging:d&gt;=0?i.colorscale.sequential:i.colorscale.sequentialminus,l._colorscale=l.colorscale=v)}},{&quot;../../lib&quot;:495}],385:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./helpers&quot;).hasColorscale;e.exports=function(t){function e(t,e){var r=t[&quot;_&quot;+e];void 0!==r&amp;&amp;(t[e]=r)}function r(t,r){var i=r.container?n.nestedProperty(t,r.container).get():t;if(i){var a=i.zauto||i.cauto,o=r.min,s=r.max;(a||void 0===i[o])&amp;&amp;e(i,o),(a||void 0===i[s])&amp;&amp;e(i,s),i.autocolorscale&amp;&amp;e(i,&quot;colorscale&quot;)}}for(var a=0;a&lt;t.length;a++){var o=t[a],s=o._module.colorbar;if(s)if(Array.isArray(s))for(var l=0;l&lt;s.length;l++)r(o,s[l]);else r(o,s);i(o,&quot;marker.line&quot;)&amp;&amp;r(o,{container:&quot;marker.line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}),i(o,&quot;line&quot;)&amp;&amp;r(o,{container:&quot;line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;})}}},{&quot;../../lib&quot;:495,&quot;./helpers&quot;:387}],386:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../colorbar/has_colorbar&quot;),o=t(&quot;../colorbar/defaults&quot;),s=t(&quot;./scales&quot;).isValid;function l(t,e){var r=e.slice(0,e.length-1);return e?i.nestedProperty(t,r).get()||{}:t}e.exports=function(t,e,r,i,u){var c=u.prefix,f=u.cLetter,h=l(t,c),d=l(e,c),p=l(e._template||{},c)||{},g=h[f+&quot;min&quot;],v=h[f+&quot;max&quot;];i(c+f+&quot;auto&quot;,!(n(g)&amp;&amp;n(v)&amp;&amp;g&lt;v))?i(c+f+&quot;mid&quot;):(i(c+f+&quot;min&quot;),i(c+f+&quot;max&quot;));var m,y,b=h.colorscale,x=p.colorscale;(void 0!==b&amp;&amp;(m=!s(b)),void 0!==x&amp;&amp;(m=!s(x)),i(c+&quot;autocolorscale&quot;,m),i(c+&quot;colorscale&quot;),i(c+&quot;reversescale&quot;),u.noScale||&quot;marker.line.&quot;===c)||(c&amp;&amp;(y=a(h)),i(c+&quot;showscale&quot;,y)&amp;&amp;o(h,d,r))}},{&quot;../../lib&quot;:495,&quot;../colorbar/defaults&quot;:380,&quot;../colorbar/has_colorbar&quot;:382,&quot;./scales&quot;:391,&quot;fast-isnumeric&quot;:90}],387:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;fast-isnumeric&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../color&quot;),l=t(&quot;./scales&quot;).isValid;function u(t){for(var e=t.length,r=new Array(e),n=e-1,i=0;n&gt;=0;n--,i++){var a=t[n];r[i]=[1-a[0],a[1]]}return r}function c(t){var e={r:t[0],g:t[1],b:t[2],a:t[3]};return i(e).toRgbString()}e.exports={hasColorscale:function(t,e){var r=e?o.nestedProperty(t,e).get()||{}:t,n=r.color,i=!1;if(o.isArrayOrTypedArray(n))for(var s=0;s&lt;n.length;s++)if(a(n[s])){i=!0;break}return o.isPlainObject(r)&amp;&amp;(i||!0===r.showscale||a(r.cmin)&amp;&amp;a(r.cmax)||l(r.colorscale)||o.isPlainObject(r.colorbar))},extractScale:function(t,e){for(var r=e.cLetter,n=t.reversescale?u(t.colorscale):t.colorscale,i=t[r+&quot;min&quot;],a=t[r+&quot;max&quot;],o=n.length,s=new Array(o),l=new Array(o),c=0;c&lt;o;c++){var f=n[c];s[c]=i+f[0]*(a-i),l[c]=f[1]}return{domain:s,range:l}},flipScale:u,makeColorScaleFunc:function(t,e){e=e||{};for(var r=t.domain,o=t.range,l=o.length,u=new Array(l),f=0;f&lt;l;f++){var h=i(o[f]).toRgb();u[f]=[h.r,h.g,h.b,h.a]}var d,p=n.scale.linear().domain(r).range(u).clamp(!0),g=e.noNumericCheck,v=e.returnArray;return(d=g&amp;&amp;v?p:g?function(t){return c(p(t))}:v?function(t){return a(t)?p(t):i(t).isValid()?t:s.defaultLine}:function(t){return a(t)?c(p(t)):i(t).isValid()?t:s.defaultLine}).domain=p.domain,d.range=function(){return o},d}}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376,&quot;./scales&quot;:391,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],388:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales&quot;),i=t(&quot;./helpers&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;colorscale&quot;,attributes:t(&quot;./attributes&quot;),layoutAttributes:t(&quot;./layout_attributes&quot;),supplyLayoutDefaults:t(&quot;./layout_defaults&quot;),handleDefaults:t(&quot;./defaults&quot;),crossTraceDefaults:t(&quot;./cross_trace_defaults&quot;),calc:t(&quot;./calc&quot;),scales:n.scales,defaultScale:n.defaultScale,getScale:n.get,isValidScale:n.isValid,hasColorscale:i.hasColorscale,flipScale:i.flipScale,extractScale:i.extractScale,makeColorScaleFunc:i.makeColorScaleFunc}},{&quot;./attributes&quot;:383,&quot;./calc&quot;:384,&quot;./cross_trace_defaults&quot;:385,&quot;./defaults&quot;:386,&quot;./helpers&quot;:387,&quot;./layout_attributes&quot;:389,&quot;./layout_defaults&quot;:390,&quot;./scales&quot;:391}],389:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales&quot;).scales;e.exports={editType:&quot;calc&quot;,sequential:{valType:&quot;colorscale&quot;,dflt:n.Reds,editType:&quot;calc&quot;},sequentialminus:{valType:&quot;colorscale&quot;,dflt:n.Blues,editType:&quot;calc&quot;},diverging:{valType:&quot;colorscale&quot;,dflt:n.RdBu,editType:&quot;calc&quot;}}},{&quot;./scales&quot;:391}],390:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;),a=t(&quot;../../plot_api/plot_template&quot;);e.exports=function(t,e){var r=t.colorscale,o=a.newContainer(e,&quot;colorscale&quot;);function s(t,e){return n.coerce(r,o,i,t,e)}s(&quot;sequential&quot;),s(&quot;sequentialminus&quot;),s(&quot;diverging&quot;)}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;./layout_attributes&quot;:389}],391:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;),i={Greys:[[0,&quot;rgb(0,0,0)&quot;],[1,&quot;rgb(255,255,255)&quot;]],YlGnBu:[[0,&quot;rgb(8,29,88)&quot;],[.125,&quot;rgb(37,52,148)&quot;],[.25,&quot;rgb(34,94,168)&quot;],[.375,&quot;rgb(29,145,192)&quot;],[.5,&quot;rgb(65,182,196)&quot;],[.625,&quot;rgb(127,205,187)&quot;],[.75,&quot;rgb(199,233,180)&quot;],[.875,&quot;rgb(237,248,217)&quot;],[1,&quot;rgb(255,255,217)&quot;]],Greens:[[0,&quot;rgb(0,68,27)&quot;],[.125,&quot;rgb(0,109,44)&quot;],[.25,&quot;rgb(35,139,69)&quot;],[.375,&quot;rgb(65,171,93)&quot;],[.5,&quot;rgb(116,196,118)&quot;],[.625,&quot;rgb(161,217,155)&quot;],[.75,&quot;rgb(199,233,192)&quot;],[.875,&quot;rgb(229,245,224)&quot;],[1,&quot;rgb(247,252,245)&quot;]],YlOrRd:[[0,&quot;rgb(128,0,38)&quot;],[.125,&quot;rgb(189,0,38)&quot;],[.25,&quot;rgb(227,26,28)&quot;],[.375,&quot;rgb(252,78,42)&quot;],[.5,&quot;rgb(253,141,60)&quot;],[.625,&quot;rgb(254,178,76)&quot;],[.75,&quot;rgb(254,217,118)&quot;],[.875,&quot;rgb(255,237,160)&quot;],[1,&quot;rgb(255,255,204)&quot;]],Bluered:[[0,&quot;rgb(0,0,255)&quot;],[1,&quot;rgb(255,0,0)&quot;]],RdBu:[[0,&quot;rgb(5,10,172)&quot;],[.35,&quot;rgb(106,137,247)&quot;],[.5,&quot;rgb(190,190,190)&quot;],[.6,&quot;rgb(220,170,132)&quot;],[.7,&quot;rgb(230,145,90)&quot;],[1,&quot;rgb(178,10,28)&quot;]],Reds:[[0,&quot;rgb(220,220,220)&quot;],[.2,&quot;rgb(245,195,157)&quot;],[.4,&quot;rgb(245,160,105)&quot;],[1,&quot;rgb(178,10,28)&quot;]],Blues:[[0,&quot;rgb(5,10,172)&quot;],[.35,&quot;rgb(40,60,190)&quot;],[.5,&quot;rgb(70,100,245)&quot;],[.6,&quot;rgb(90,120,245)&quot;],[.7,&quot;rgb(106,137,247)&quot;],[1,&quot;rgb(220,220,220)&quot;]],Picnic:[[0,&quot;rgb(0,0,255)&quot;],[.1,&quot;rgb(51,153,255)&quot;],[.2,&quot;rgb(102,204,255)&quot;],[.3,&quot;rgb(153,204,255)&quot;],[.4,&quot;rgb(204,204,255)&quot;],[.5,&quot;rgb(255,255,255)&quot;],[.6,&quot;rgb(255,204,255)&quot;],[.7,&quot;rgb(255,153,255)&quot;],[.8,&quot;rgb(255,102,204)&quot;],[.9,&quot;rgb(255,102,102)&quot;],[1,&quot;rgb(255,0,0)&quot;]],Rainbow:[[0,&quot;rgb(150,0,90)&quot;],[.125,&quot;rgb(0,0,200)&quot;],[.25,&quot;rgb(0,25,255)&quot;],[.375,&quot;rgb(0,152,255)&quot;],[.5,&quot;rgb(44,255,150)&quot;],[.625,&quot;rgb(151,255,0)&quot;],[.75,&quot;rgb(255,234,0)&quot;],[.875,&quot;rgb(255,111,0)&quot;],[1,&quot;rgb(255,0,0)&quot;]],Portland:[[0,&quot;rgb(12,51,131)&quot;],[.25,&quot;rgb(10,136,186)&quot;],[.5,&quot;rgb(242,211,56)&quot;],[.75,&quot;rgb(242,143,56)&quot;],[1,&quot;rgb(217,30,30)&quot;]],Jet:[[0,&quot;rgb(0,0,131)&quot;],[.125,&quot;rgb(0,60,170)&quot;],[.375,&quot;rgb(5,255,255)&quot;],[.625,&quot;rgb(255,255,0)&quot;],[.875,&quot;rgb(250,0,0)&quot;],[1,&quot;rgb(128,0,0)&quot;]],Hot:[[0,&quot;rgb(0,0,0)&quot;],[.3,&quot;rgb(230,0,0)&quot;],[.6,&quot;rgb(255,210,0)&quot;],[1,&quot;rgb(255,255,255)&quot;]],Blackbody:[[0,&quot;rgb(0,0,0)&quot;],[.2,&quot;rgb(230,0,0)&quot;],[.4,&quot;rgb(230,210,0)&quot;],[.7,&quot;rgb(255,255,255)&quot;],[1,&quot;rgb(160,200,255)&quot;]],Earth:[[0,&quot;rgb(0,0,130)&quot;],[.1,&quot;rgb(0,180,180)&quot;],[.2,&quot;rgb(40,210,40)&quot;],[.4,&quot;rgb(230,230,50)&quot;],[.6,&quot;rgb(120,70,20)&quot;],[1,&quot;rgb(255,255,255)&quot;]],Electric:[[0,&quot;rgb(0,0,0)&quot;],[.15,&quot;rgb(30,0,100)&quot;],[.4,&quot;rgb(120,0,100)&quot;],[.6,&quot;rgb(160,90,0)&quot;],[.8,&quot;rgb(230,200,0)&quot;],[1,&quot;rgb(255,250,220)&quot;]],Viridis:[[0,&quot;#440154&quot;],[.06274509803921569,&quot;#48186a&quot;],[.12549019607843137,&quot;#472d7b&quot;],[.18823529411764706,&quot;#424086&quot;],[.25098039215686274,&quot;#3b528b&quot;],[.3137254901960784,&quot;#33638d&quot;],[.3764705882352941,&quot;#2c728e&quot;],[.4392156862745098,&quot;#26828e&quot;],[.5019607843137255,&quot;#21918c&quot;],[.5647058823529412,&quot;#1fa088&quot;],[.6274509803921569,&quot;#28ae80&quot;],[.6901960784313725,&quot;#3fbc73&quot;],[.7529411764705882,&quot;#5ec962&quot;],[.8156862745098039,&quot;#84d44b&quot;],[.8784313725490196,&quot;#addc30&quot;],[.9411764705882353,&quot;#d8e219&quot;],[1,&quot;#fde725&quot;]],Cividis:[[0,&quot;rgb(0,32,76)&quot;],[.058824,&quot;rgb(0,42,102)&quot;],[.117647,&quot;rgb(0,52,110)&quot;],[.176471,&quot;rgb(39,63,108)&quot;],[.235294,&quot;rgb(60,74,107)&quot;],[.294118,&quot;rgb(76,85,107)&quot;],[.352941,&quot;rgb(91,95,109)&quot;],[.411765,&quot;rgb(104,106,112)&quot;],[.470588,&quot;rgb(117,117,117)&quot;],[.529412,&quot;rgb(131,129,120)&quot;],[.588235,&quot;rgb(146,140,120)&quot;],[.647059,&quot;rgb(161,152,118)&quot;],[.705882,&quot;rgb(176,165,114)&quot;],[.764706,&quot;rgb(192,177,109)&quot;],[.823529,&quot;rgb(209,191,102)&quot;],[.882353,&quot;rgb(225,204,92)&quot;],[.941176,&quot;rgb(243,219,79)&quot;],[1,&quot;rgb(255,233,69)&quot;]]},a=i.RdBu;function o(t){var e=0;if(!Array.isArray(t)||t.length&lt;2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r&lt;t.length;r++){var i=t[r];if(2!==i.length||+i[0]&lt;e||!n(i[1]).isValid())return!1;e=+i[0]}return!0}e.exports={scales:i,defaultScale:a,get:function(t,e){if(e||(e=a),!t)return e;function r(){try{t=i[t]||JSON.parse(t)}catch(r){t=e}}return&quot;string&quot;==typeof t&amp;&amp;(r(),&quot;string&quot;==typeof t&amp;&amp;r()),o(t)?t:e},isValid:function(t){return void 0!==i[t]||o(t)}}},{tinycolor2:342}],392:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i){var a=(t-r)/(n-r),o=a+e/(n-r),s=(a+o)/2;return&quot;left&quot;===i||&quot;bottom&quot;===i?a:&quot;center&quot;===i||&quot;middle&quot;===i?s:&quot;right&quot;===i||&quot;top&quot;===i?o:a&lt;2/3-s?a:o&gt;4/3-s?o:s}},{}],393:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=[[&quot;sw-resize&quot;,&quot;s-resize&quot;,&quot;se-resize&quot;],[&quot;w-resize&quot;,&quot;move&quot;,&quot;e-resize&quot;],[&quot;nw-resize&quot;,&quot;n-resize&quot;,&quot;ne-resize&quot;]];e.exports=function(t,e,r,a){return t=&quot;left&quot;===r?0:&quot;center&quot;===r?1:&quot;right&quot;===r?2:n.constrain(Math.floor(3*t),0,2),e=&quot;bottom&quot;===a?0:&quot;middle&quot;===a?1:&quot;top&quot;===a?2:n.constrain(Math.floor(3*e),0,2),i[e][t]}},{&quot;../../lib&quot;:495}],394:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;mouse-event-offset&quot;),i=t(&quot;has-hover&quot;),a=t(&quot;has-passive-events&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../plots/cartesian/constants&quot;),u=t(&quot;../../constants/interactions&quot;),c=e.exports={};c.align=t(&quot;./align&quot;),c.getCursor=t(&quot;./cursor&quot;);var f=t(&quot;./unhover&quot;);function h(){var t=document.createElement(&quot;div&quot;);t.className=&quot;dragcover&quot;;var e=t.style;return e.position=&quot;fixed&quot;,e.left=0,e.right=0,e.top=0,e.bottom=0,e.zIndex=999999999,e.background=&quot;none&quot;,document.body.appendChild(t),t}function d(t){return n(t.changedTouches?t.changedTouches[0]:t,document.body)}c.unhover=f.wrapped,c.unhoverRaw=f.raw,c.init=function(t){var e,r,n,f,p,g,v,m,y=t.gd,b=1,x=u.DBLCLICKDELAY,_=t.element;y._mouseDownTime||(y._mouseDownTime=0),_.style.pointerEvents=&quot;all&quot;,_.onmousedown=A,a?(_._ontouchstart&amp;&amp;_.removeEventListener(&quot;touchstart&quot;,_._ontouchstart),_._ontouchstart=A,_.addEventListener(&quot;touchstart&quot;,A,{passive:!1})):_.ontouchstart=A;var w=t.clampFn||function(t,e,r){return Math.abs(t)&lt;r&amp;&amp;(t=0),Math.abs(e)&lt;r&amp;&amp;(e=0),[t,e]};function A(a){y._dragged=!1,y._dragging=!0;var o=d(a);e=o[0],r=o[1],v=a.target,g=a,m=2===a.buttons||a.ctrlKey,&quot;undefined&quot;==typeof a.clientX&amp;&amp;&quot;undefined&quot;==typeof a.clientY&amp;&amp;(a.clientX=e,a.clientY=r),(n=(new Date).getTime())-y._mouseDownTime&lt;x?b+=1:(b=1,y._mouseDownTime=n),t.prepFn&amp;&amp;t.prepFn(a,e,r),i&amp;&amp;!m?(p=h()).style.cursor=window.getComputedStyle(_).cursor:i||(p=document,f=window.getComputedStyle(document.documentElement).cursor,document.documentElement.style.cursor=window.getComputedStyle(_).cursor),document.addEventListener(&quot;mouseup&quot;,T),document.addEventListener(&quot;touchend&quot;,T),!1!==t.dragmode&amp;&amp;(a.preventDefault(),document.addEventListener(&quot;mousemove&quot;,M),document.addEventListener(&quot;touchmove&quot;,M))}function M(n){n.preventDefault();var i=d(n),a=t.minDrag||l.MINDRAG,o=w(i[0]-e,i[1]-r,a),s=o[0],u=o[1];(s||u)&amp;&amp;(y._dragged=!0,c.unhover(y)),y._dragged&amp;&amp;t.moveFn&amp;&amp;!m&amp;&amp;t.moveFn(s,u)}function T(e){if(!1!==t.dragmode&amp;&amp;(e.preventDefault(),document.removeEventListener(&quot;mousemove&quot;,M),document.removeEventListener(&quot;touchmove&quot;,M)),document.removeEventListener(&quot;mouseup&quot;,T),document.removeEventListener(&quot;touchend&quot;,T),i?s.removeElement(p):f&amp;&amp;(p.documentElement.style.cursor=f,f=null),y._dragging){if(y._dragging=!1,(new Date).getTime()-y._mouseDownTime&gt;x&amp;&amp;(b=Math.max(b-1,1)),y._dragged)t.doneFn&amp;&amp;t.doneFn();else if(t.clickFn&amp;&amp;t.clickFn(b,g),!m){var r;try{r=new MouseEvent(&quot;click&quot;,e)}catch(t){var n=d(e);(r=document.createEvent(&quot;MouseEvents&quot;)).initMouseEvent(&quot;click&quot;,e.bubbles,e.cancelable,e.view,e.detail,e.screenX,e.screenY,n[0],n[1],e.ctrlKey,e.altKey,e.shiftKey,e.metaKey,e.button,e.relatedTarget)}v.dispatchEvent(r)}!function(t){t._dragging=!1,t._replotPending&amp;&amp;o.call(&quot;plot&quot;,t)}(y),y._dragged=!1}else y._dragged=!1}},c.coverSlip=h},{&quot;../../constants/interactions&quot;:474,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../registry&quot;:592,&quot;./align&quot;:392,&quot;./cursor&quot;:393,&quot;./unhover&quot;:395,&quot;has-hover&quot;:251,&quot;has-passive-events&quot;:252,&quot;mouse-event-offset&quot;:272}],395:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib/events&quot;),i=t(&quot;../../lib/throttle&quot;),a=t(&quot;../../lib/get_graph_div&quot;),o=t(&quot;../fx/constants&quot;),s=e.exports={};s.wrapped=function(t,e,r){(t=a(t))._fullLayout&amp;&amp;i.clear(t._fullLayout._uid+o.HOVERID),s.raw(t,e,r)},s.raw=function(t,e){var r=t._fullLayout,i=t._hoverdata;e||(e={}),e.target&amp;&amp;!1===n.triggerHandler(t,&quot;plotly_beforehover&quot;,e)||(r._hoverlayer.selectAll(&quot;g&quot;).remove(),r._hoverlayer.selectAll(&quot;line&quot;).remove(),r._hoverlayer.selectAll(&quot;circle&quot;).remove(),t._hoverdata=void 0,e.target&amp;&amp;i&amp;&amp;t.emit(&quot;plotly_unhover&quot;,{event:e,points:i}))}},{&quot;../../lib/events&quot;:487,&quot;../../lib/get_graph_div&quot;:492,&quot;../../lib/throttle&quot;:519,&quot;../fx/constants&quot;:409}],396:[function(t,e,r){&quot;use strict&quot;;r.dash={valType:&quot;string&quot;,values:[&quot;solid&quot;,&quot;dot&quot;,&quot;dash&quot;,&quot;longdash&quot;,&quot;dashdot&quot;,&quot;longdashdot&quot;],dflt:&quot;solid&quot;,editType:&quot;style&quot;}},{}],397:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;tinycolor2&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../color&quot;),l=t(&quot;../colorscale&quot;),u=t(&quot;../../lib&quot;),c=t(&quot;../../lib/svg_text_utils&quot;),f=t(&quot;../../constants/xmlns_namespaces&quot;),h=t(&quot;../../constants/alignment&quot;).LINE_SPACING,d=t(&quot;../../constants/interactions&quot;).DESELECTDIM,p=t(&quot;../../traces/scatter/subtypes&quot;),g=t(&quot;../../traces/scatter/make_bubble_size_func&quot;),v=e.exports={};v.font=function(t,e,r,n){u.isPlainObject(e)&amp;&amp;(n=e.color,r=e.size,e=e.family),e&amp;&amp;t.style(&quot;font-family&quot;,e),r+1&amp;&amp;t.style(&quot;font-size&quot;,r+&quot;px&quot;),n&amp;&amp;t.call(s.fill,n)},v.setPosition=function(t,e,r){t.attr(&quot;x&quot;,e).attr(&quot;y&quot;,r)},v.setSize=function(t,e,r){t.attr(&quot;width&quot;,e).attr(&quot;height&quot;,r)},v.setRect=function(t,e,r,n,i){t.call(v.setPosition,e,r).call(v.setSize,n,i)},v.translatePoint=function(t,e,r,n){var a=r.c2p(t.x),o=n.c2p(t.y);return!!(i(a)&amp;&amp;i(o)&amp;&amp;e.node())&amp;&amp;(&quot;text&quot;===e.node().nodeName?e.attr(&quot;x&quot;,a).attr(&quot;y&quot;,o):e.attr(&quot;transform&quot;,&quot;translate(&quot;+a+&quot;,&quot;+o+&quot;)&quot;),!0)},v.translatePoints=function(t,e,r){t.each(function(t){var i=n.select(this);v.translatePoint(t,i,e,r)})},v.hideOutsideRangePoint=function(t,e,r,n,i,a){e.attr(&quot;display&quot;,r.isPtWithinRange(t,i)&amp;&amp;n.isPtWithinRange(t,a)?null:&quot;none&quot;)},v.hideOutsideRangePoints=function(t,e){if(e._hasClipOnAxisFalse){var r=e.xaxis,i=e.yaxis;t.each(function(e){var a=e[0].trace,o=a.xcalendar,s=a.ycalendar,l=&quot;bar&quot;===a.type?&quot;.bartext&quot;:&quot;waterfall&quot;===a.type?&quot;.bartext,.line&quot;:&quot;.point,.textpoint&quot;;t.selectAll(l).each(function(t){v.hideOutsideRangePoint(t,n.select(this),r,i,o,s)})})}},v.crispRound=function(t,e,r){return e&amp;&amp;i(e)?t._context.staticPlot?e:e&lt;1?1:Math.round(e):r||0},v.singleLineStyle=function(t,e,r,n,i){e.style(&quot;fill&quot;,&quot;none&quot;);var a=(((t||[])[0]||{}).trace||{}).line||{},o=r||a.width||0,l=i||a.dash||&quot;&quot;;s.stroke(e,n||a.color),v.dashLine(e,l,o)},v.lineGroupStyle=function(t,e,r,i){t.style(&quot;fill&quot;,&quot;none&quot;).each(function(t){var a=(((t||[])[0]||{}).trace||{}).line||{},o=e||a.width||0,l=i||a.dash||&quot;&quot;;n.select(this).call(s.stroke,r||a.color).call(v.dashLine,l,o)})},v.dashLine=function(t,e,r){r=+r||0,e=v.dashStyle(e,r),t.style({&quot;stroke-dasharray&quot;:e,&quot;stroke-width&quot;:r+&quot;px&quot;})},v.dashStyle=function(t,e){e=+e||1;var r=Math.max(e,3);return&quot;solid&quot;===t?t=&quot;&quot;:&quot;dot&quot;===t?t=r+&quot;px,&quot;+r+&quot;px&quot;:&quot;dash&quot;===t?t=3*r+&quot;px,&quot;+3*r+&quot;px&quot;:&quot;longdash&quot;===t?t=5*r+&quot;px,&quot;+5*r+&quot;px&quot;:&quot;dashdot&quot;===t?t=3*r+&quot;px,&quot;+r+&quot;px,&quot;+r+&quot;px,&quot;+r+&quot;px&quot;:&quot;longdashdot&quot;===t&amp;&amp;(t=5*r+&quot;px,&quot;+2*r+&quot;px,&quot;+r+&quot;px,&quot;+2*r+&quot;px&quot;),t},v.singleFillStyle=function(t){var e=(((n.select(t.node()).data()[0]||[])[0]||{}).trace||{}).fillcolor;e&amp;&amp;t.call(s.fill,e)},v.fillGroupStyle=function(t){t.style(&quot;stroke-width&quot;,0).each(function(t){var e=n.select(this);t[0].trace&amp;&amp;e.call(s.fill,t[0].trace.fillcolor)})};var m=t(&quot;./symbol_defs&quot;);v.symbolNames=[],v.symbolFuncs=[],v.symbolNeedLines={},v.symbolNoDot={},v.symbolNoFill={},v.symbolList=[],Object.keys(m).forEach(function(t){var e=m[t];v.symbolList=v.symbolList.concat([e.n,t,e.n+100,t+&quot;-open&quot;]),v.symbolNames[e.n]=t,v.symbolFuncs[e.n]=e.f,e.needLine&amp;&amp;(v.symbolNeedLines[e.n]=!0),e.noDot?v.symbolNoDot[e.n]=!0:v.symbolList=v.symbolList.concat([e.n+200,t+&quot;-dot&quot;,e.n+300,t+&quot;-open-dot&quot;]),e.noFill&amp;&amp;(v.symbolNoFill[e.n]=!0)});var y=v.symbolNames.length,b=&quot;M0,0.5L0.5,0L0,-0.5L-0.5,0Z&quot;;function x(t,e){var r=t%100;return v.symbolFuncs[r](e)+(t&gt;=200?b:&quot;&quot;)}v.symbolNumber=function(t){if(&quot;string&quot;==typeof t){var e=0;t.indexOf(&quot;-open&quot;)&gt;0&amp;&amp;(e=100,t=t.replace(&quot;-open&quot;,&quot;&quot;)),t.indexOf(&quot;-dot&quot;)&gt;0&amp;&amp;(e+=200,t=t.replace(&quot;-dot&quot;,&quot;&quot;)),(t=v.symbolNames.indexOf(t))&gt;=0&amp;&amp;(t+=e)}return t%100&gt;=y||t&gt;=400?0:Math.floor(Math.max(t,0))};var _={x1:1,x2:0,y1:0,y2:0},w={x1:0,x2:0,y1:1,y2:0},A=n.format(&quot;~.1f&quot;),M={radial:{node:&quot;radialGradient&quot;},radialreversed:{node:&quot;radialGradient&quot;,reversed:!0},horizontal:{node:&quot;linearGradient&quot;,attrs:_},horizontalreversed:{node:&quot;linearGradient&quot;,attrs:_,reversed:!0},vertical:{node:&quot;linearGradient&quot;,attrs:w},verticalreversed:{node:&quot;linearGradient&quot;,attrs:w,reversed:!0}};v.gradient=function(t,e,r,i,o,l){for(var c=o.length,f=M[i],h=new Array(c),d=0;d&lt;c;d++)f.reversed?h[c-1-d]=[A(100*(1-o[d][0])),o[d][1]]:h[d]=[A(100*o[d][0]),o[d][1]];var p=&quot;g&quot;+e._fullLayout._uid+&quot;-&quot;+r,g=e._fullLayout._defs.select(&quot;.gradients&quot;).selectAll(&quot;#&quot;+p).data([i+h.join(&quot;;&quot;)],u.identity);g.exit().remove(),g.enter().append(f.node).each(function(){var t=n.select(this);f.attrs&amp;&amp;t.attr(f.attrs),t.attr(&quot;id&quot;,p);var e=t.selectAll(&quot;stop&quot;).data(h);e.exit().remove(),e.enter().append(&quot;stop&quot;),e.each(function(t){var e=a(t[1]);n.select(this).attr({offset:t[0]+&quot;%&quot;,&quot;stop-color&quot;:s.tinyRGB(e),&quot;stop-opacity&quot;:e.getAlpha()})})}),t.style(l,&quot;url(#&quot;+p+&quot;)&quot;).style(l+&quot;-opacity&quot;,null)},v.initGradients=function(t){u.ensureSingle(t._fullLayout._defs,&quot;g&quot;,&quot;gradients&quot;).selectAll(&quot;linearGradient,radialGradient&quot;).remove()},v.pointStyle=function(t,e,r){if(t.size()){var i=v.makePointStyleFns(e);t.each(function(t){v.singlePointStyle(t,n.select(this),e,i,r)})}},v.singlePointStyle=function(t,e,r,n,i){var a=r.marker,o=a.line;if(e.style(&quot;opacity&quot;,n.selectedOpacityFn?n.selectedOpacityFn(t):void 0===t.mo?a.opacity:t.mo),n.ms2mrc){var l;l=&quot;various&quot;===t.ms||&quot;various&quot;===a.size?3:n.ms2mrc(t.ms),t.mrc=l,n.selectedSizeFn&amp;&amp;(l=t.mrc=n.selectedSizeFn(t));var c=v.symbolNumber(t.mx||a.symbol)||0;t.om=c%200&gt;=100,e.attr(&quot;d&quot;,x(c,l))}var f,h,d,p=!1;if(t.so)d=o.outlierwidth,h=o.outliercolor,f=a.outliercolor;else{var g=(o||{}).width;d=(t.mlw+1||g+1||(t.trace?(t.trace.marker.line||{}).width:0)+1)-1||0,h=&quot;mlc&quot;in t?t.mlcc=n.lineScale(t.mlc):u.isArrayOrTypedArray(o.color)?s.defaultLine:o.color,u.isArrayOrTypedArray(a.color)&amp;&amp;(f=s.defaultLine,p=!0),f=&quot;mc&quot;in t?t.mcc=n.markerScale(t.mc):a.color||&quot;rgba(0,0,0,0)&quot;,n.selectedColorFn&amp;&amp;(f=n.selectedColorFn(t))}if(t.om)e.call(s.stroke,f).style({&quot;stroke-width&quot;:(d||1)+&quot;px&quot;,fill:&quot;none&quot;});else{e.style(&quot;stroke-width&quot;,d+&quot;px&quot;);var m=a.gradient,y=t.mgt;if(y?p=!0:y=m&amp;&amp;m.type,Array.isArray(y)&amp;&amp;(y=y[0],M[y]||(y=0)),y&amp;&amp;&quot;none&quot;!==y){var b=t.mgc;b?p=!0:b=m.color;var _=r.uid;p&amp;&amp;(_+=&quot;-&quot;+t.i),v.gradient(e,i,_,y,[[0,b],[1,f]],&quot;fill&quot;)}else s.fill(e,f);d&amp;&amp;s.stroke(e,h)}},v.makePointStyleFns=function(t){var e={},r=t.marker;return e.markerScale=v.tryColorscale(r,&quot;&quot;),e.lineScale=v.tryColorscale(r,&quot;line&quot;),o.traceIs(t,&quot;symbols&quot;)&amp;&amp;(e.ms2mrc=p.isBubble(t)?g(t):function(){return(r.size||6)/2}),t.selectedpoints&amp;&amp;u.extendFlat(e,v.makeSelectedPointStyleFns(t)),e},v.makeSelectedPointStyleFns=function(t){var e={},r=t.selected||{},n=t.unselected||{},i=t.marker||{},a=r.marker||{},s=n.marker||{},l=i.opacity,c=a.opacity,f=s.opacity,h=void 0!==c,p=void 0!==f;(u.isArrayOrTypedArray(l)||h||p)&amp;&amp;(e.selectedOpacityFn=function(t){var e=void 0===t.mo?i.opacity:t.mo;return t.selected?h?c:e:p?f:d*e});var g=i.color,v=a.color,m=s.color;(v||m)&amp;&amp;(e.selectedColorFn=function(t){var e=t.mcc||g;return t.selected?v||e:m||e});var y=i.size,b=a.size,x=s.size,_=void 0!==b,w=void 0!==x;return o.traceIs(t,&quot;symbols&quot;)&amp;&amp;(_||w)&amp;&amp;(e.selectedSizeFn=function(t){var e=t.mrc||y/2;return t.selected?_?b/2:e:w?x/2:e}),e},v.makeSelectedTextStyleFns=function(t){var e={},r=t.selected||{},n=t.unselected||{},i=t.textfont||{},a=r.textfont||{},o=n.textfont||{},l=i.color,u=a.color,c=o.color;return e.selectedTextColorFn=function(t){var e=t.tc||l;return t.selected?u||e:c||(u?e:s.addOpacity(e,d))},e},v.selectedPointStyle=function(t,e){if(t.size()&amp;&amp;e.selectedpoints){var r=v.makeSelectedPointStyleFns(e),i=e.marker||{},a=[];r.selectedOpacityFn&amp;&amp;a.push(function(t,e){t.style(&quot;opacity&quot;,r.selectedOpacityFn(e))}),r.selectedColorFn&amp;&amp;a.push(function(t,e){s.fill(t,r.selectedColorFn(e))}),r.selectedSizeFn&amp;&amp;a.push(function(t,e){var n=e.mx||i.symbol||0,a=r.selectedSizeFn(e);t.attr(&quot;d&quot;,x(v.symbolNumber(n),a)),e.mrc2=a}),a.length&amp;&amp;t.each(function(t){for(var e=n.select(this),r=0;r&lt;a.length;r++)a[r](e,t)})}},v.tryColorscale=function(t,e){var r=e?u.nestedProperty(t,e).get():t;if(r){var n=r.colorscale,i=r.color;if(n&amp;&amp;u.isArrayOrTypedArray(i))return l.makeColorScaleFunc(l.extractScale(r,{cLetter:&quot;c&quot;}))}return u.identity};var T={start:1,end:-1,middle:0,bottom:1,top:-1};function k(t,e,r,i){var a=n.select(t.node().parentNode),o=-1!==e.indexOf(&quot;top&quot;)?&quot;top&quot;:-1!==e.indexOf(&quot;bottom&quot;)?&quot;bottom&quot;:&quot;middle&quot;,s=-1!==e.indexOf(&quot;left&quot;)?&quot;end&quot;:-1!==e.indexOf(&quot;right&quot;)?&quot;start&quot;:&quot;middle&quot;,l=i?i/.8+1:0,u=(c.lineCount(t)-1)*h+1,f=T[s]*l,d=.75*r+T[o]*l+(T[o]-1)*u*r/2;t.attr(&quot;text-anchor&quot;,s),a.attr(&quot;transform&quot;,&quot;translate(&quot;+f+&quot;,&quot;+d+&quot;)&quot;)}function E(t,e){var r=t.ts||e.textfont.size;return i(r)&amp;&amp;r&gt;0?r:0}v.textPointStyle=function(t,e,r){if(t.size()){var i;if(e.selectedpoints){var a=v.makeSelectedTextStyleFns(e);i=a.selectedTextColorFn}t.each(function(t){var a=n.select(this),o=u.extractOption(t,e,&quot;tx&quot;,&quot;text&quot;);if(o||0===o){var s=t.tp||e.textposition,l=E(t,e),f=i?i(t):t.tc||e.textfont.color;a.call(v.font,t.tf||e.textfont.family,l,f).text(o).call(c.convertToTspans,r).call(k,s,l,t.mrc)}else a.remove()})}},v.selectedTextStyle=function(t,e){if(t.size()&amp;&amp;e.selectedpoints){var r=v.makeSelectedTextStyleFns(e);t.each(function(t){var i=n.select(this),a=r.selectedTextColorFn(t),o=t.tp||e.textposition,l=E(t,e);s.fill(i,a),k(i,o,l,t.mrc2||t.mrc)})}};var L=.5;function S(t,e,r,i){var a=t[0]-e[0],o=t[1]-e[1],s=r[0]-e[0],l=r[1]-e[1],u=Math.pow(a*a+o*o,L/2),c=Math.pow(s*s+l*l,L/2),f=(c*c*a-u*u*s)*i,h=(c*c*o-u*u*l)*i,d=3*c*(u+c),p=3*u*(u+c);return[[n.round(e[0]+(d&amp;&amp;f/d),2),n.round(e[1]+(d&amp;&amp;h/d),2)],[n.round(e[0]-(p&amp;&amp;f/p),2),n.round(e[1]-(p&amp;&amp;h/p),2)]]}v.smoothopen=function(t,e){if(t.length&lt;3)return&quot;M&quot;+t.join(&quot;L&quot;);var r,n=&quot;M&quot;+t[0],i=[];for(r=1;r&lt;t.length-1;r++)i.push(S(t[r-1],t[r],t[r+1],e));for(n+=&quot;Q&quot;+i[0][0]+&quot; &quot;+t[1],r=2;r&lt;t.length-1;r++)n+=&quot;C&quot;+i[r-2][1]+&quot; &quot;+i[r-1][0]+&quot; &quot;+t[r];return n+=&quot;Q&quot;+i[t.length-3][1]+&quot; &quot;+t[t.length-1]},v.smoothclosed=function(t,e){if(t.length&lt;3)return&quot;M&quot;+t.join(&quot;L&quot;)+&quot;Z&quot;;var r,n=&quot;M&quot;+t[0],i=t.length-1,a=[S(t[i],t[0],t[1],e)];for(r=1;r&lt;i;r++)a.push(S(t[r-1],t[r],t[r+1],e));for(a.push(S(t[i-1],t[i],t[0],e)),r=1;r&lt;=i;r++)n+=&quot;C&quot;+a[r-1][1]+&quot; &quot;+a[r][0]+&quot; &quot;+t[r];return n+=&quot;C&quot;+a[i][1]+&quot; &quot;+a[0][0]+&quot; &quot;+t[0]+&quot;Z&quot;};var C={hv:function(t,e){return&quot;H&quot;+n.round(e[0],2)+&quot;V&quot;+n.round(e[1],2)},vh:function(t,e){return&quot;V&quot;+n.round(e[1],2)+&quot;H&quot;+n.round(e[0],2)},hvh:function(t,e){return&quot;H&quot;+n.round((t[0]+e[0])/2,2)+&quot;V&quot;+n.round(e[1],2)+&quot;H&quot;+n.round(e[0],2)},vhv:function(t,e){return&quot;V&quot;+n.round((t[1]+e[1])/2,2)+&quot;H&quot;+n.round(e[0],2)+&quot;V&quot;+n.round(e[1],2)}},O=function(t,e){return&quot;L&quot;+n.round(e[0],2)+&quot;,&quot;+n.round(e[1],2)};v.steps=function(t){var e=C[t]||O;return function(t){for(var r=&quot;M&quot;+n.round(t[0][0],2)+&quot;,&quot;+n.round(t[0][1],2),i=1;i&lt;t.length;i++)r+=e(t[i-1],t[i]);return r}},v.makeTester=function(){var t=u.ensureSingleById(n.select(&quot;body&quot;),&quot;svg&quot;,&quot;js-plotly-tester&quot;,function(t){t.attr(f.svgAttrs).style({position:&quot;absolute&quot;,left:&quot;-10000px&quot;,top:&quot;-10000px&quot;,width:&quot;9000px&quot;,height:&quot;9000px&quot;,&quot;z-index&quot;:&quot;1&quot;})}),e=u.ensureSingle(t,&quot;path&quot;,&quot;js-reference-point&quot;,function(t){t.attr(&quot;d&quot;,&quot;M0,0H1V1H0Z&quot;).style({&quot;stroke-width&quot;:0,fill:&quot;black&quot;})});v.tester=t,v.testref=e},v.savedBBoxes={};var R=0;function P(t){var e=t.getAttribute(&quot;data-unformatted&quot;);if(null!==e)return e+t.getAttribute(&quot;data-math&quot;)+t.getAttribute(&quot;text-anchor&quot;)+t.getAttribute(&quot;style&quot;)}v.bBox=function(t,e,r){var i,a,o;if(r||(r=P(t)),r){if(i=v.savedBBoxes[r])return u.extendFlat({},i)}else if(1===t.childNodes.length){var s=t.childNodes[0];if(r=P(s)){var l=+s.getAttribute(&quot;x&quot;)||0,f=+s.getAttribute(&quot;y&quot;)||0,h=s.getAttribute(&quot;transform&quot;);if(!h){var d=v.bBox(s,!1,r);return l&amp;&amp;(d.left+=l,d.right+=l),f&amp;&amp;(d.top+=f,d.bottom+=f),d}if(r+=&quot;~&quot;+l+&quot;~&quot;+f+&quot;~&quot;+h,i=v.savedBBoxes[r])return u.extendFlat({},i)}}e?a=t:(o=v.tester.node(),a=t.cloneNode(!0),o.appendChild(a)),n.select(a).attr(&quot;transform&quot;,null).call(c.positionText,0,0);var p=a.getBoundingClientRect(),g=v.testref.node().getBoundingClientRect();e||o.removeChild(a);var m={height:p.height,width:p.width,left:p.left-g.left,top:p.top-g.top,right:p.right-g.left,bottom:p.bottom-g.top};return R&gt;=1e4&amp;&amp;(v.savedBBoxes={},R=0),r&amp;&amp;(v.savedBBoxes[r]=m),R++,u.extendFlat({},m)},v.setClipUrl=function(t,e,r){if(e){var n=r._context,i=n._exportedPlot?&quot;&quot;:n._baseUrl||&quot;&quot;;t.attr(&quot;clip-path&quot;,&quot;url(&quot;+i+&quot;#&quot;+e+&quot;)&quot;)}else t.attr(&quot;clip-path&quot;,null)},v.getTranslate=function(t){var e=(t[t.attr?&quot;attr&quot;:&quot;getAttribute&quot;](&quot;transform&quot;)||&quot;&quot;).replace(/.*\\btranslate\\((-?\\d*\\.?\\d*)[^-\\d]*(-?\\d*\\.?\\d*)[^\\d].*/,function(t,e,r){return[e,r].join(&quot; &quot;)}).split(&quot; &quot;);return{x:+e[0]||0,y:+e[1]||0}},v.setTranslate=function(t,e,r){var n=t.attr?&quot;attr&quot;:&quot;getAttribute&quot;,i=t.attr?&quot;attr&quot;:&quot;setAttribute&quot;,a=t[n](&quot;transform&quot;)||&quot;&quot;;return e=e||0,r=r||0,a=a.replace(/(\\btranslate\\(.*?\\);?)/,&quot;&quot;).trim(),a=(a+=&quot; translate(&quot;+e+&quot;, &quot;+r+&quot;)&quot;).trim(),t[i](&quot;transform&quot;,a),a},v.getScale=function(t){var e=(t[t.attr?&quot;attr&quot;:&quot;getAttribute&quot;](&quot;transform&quot;)||&quot;&quot;).replace(/.*\\bscale\\((\\d*\\.?\\d*)[^\\d]*(\\d*\\.?\\d*)[^\\d].*/,function(t,e,r){return[e,r].join(&quot; &quot;)}).split(&quot; &quot;);return{x:+e[0]||1,y:+e[1]||1}},v.setScale=function(t,e,r){var n=t.attr?&quot;attr&quot;:&quot;getAttribute&quot;,i=t.attr?&quot;attr&quot;:&quot;setAttribute&quot;,a=t[n](&quot;transform&quot;)||&quot;&quot;;return e=e||1,r=r||1,a=a.replace(/(\\bscale\\(.*?\\);?)/,&quot;&quot;).trim(),a=(a+=&quot; scale(&quot;+e+&quot;, &quot;+r+&quot;)&quot;).trim(),t[i](&quot;transform&quot;,a),a};var z=/\\s*sc.*/;v.setPointGroupScale=function(t,e,r){if(e=e||1,r=r||1,t){var n=1===e&amp;&amp;1===r?&quot;&quot;:&quot; scale(&quot;+e+&quot;,&quot;+r+&quot;)&quot;;t.each(function(){var t=(this.getAttribute(&quot;transform&quot;)||&quot;&quot;).replace(z,&quot;&quot;);t=(t+=n).trim(),this.setAttribute(&quot;transform&quot;,t)})}};var I=/translate\\([^)]*\\)\\s*$/;v.setTextPointsScale=function(t,e,r){t&amp;&amp;t.each(function(){var t,i=n.select(this),a=i.select(&quot;text&quot;);if(a.node()){var o=parseFloat(a.attr(&quot;x&quot;)||0),s=parseFloat(a.attr(&quot;y&quot;)||0),l=(i.attr(&quot;transform&quot;)||&quot;&quot;).match(I);t=1===e&amp;&amp;1===r?[]:[&quot;translate(&quot;+o+&quot;,&quot;+s+&quot;)&quot;,&quot;scale(&quot;+e+&quot;,&quot;+r+&quot;)&quot;,&quot;translate(&quot;+-o+&quot;,&quot;+-s+&quot;)&quot;],l&amp;&amp;t.push(l),i.attr(&quot;transform&quot;,t.join(&quot; &quot;))}})}},{&quot;../../constants/alignment&quot;:471,&quot;../../constants/interactions&quot;:474,&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../registry&quot;:592,&quot;../../traces/scatter/make_bubble_size_func&quot;:633,&quot;../../traces/scatter/subtypes&quot;:640,&quot;../color&quot;:376,&quot;../colorscale&quot;:388,&quot;./symbol_defs&quot;:398,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],398:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;);e.exports={circle:{n:0,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,0A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,-&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 0,1 &quot;+e+&quot;,0Z&quot;}},square:{n:1,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+e+&quot;Z&quot;}},diamond:{n:2,f:function(t){var e=n.round(1.3*t,2);return&quot;M&quot;+e+&quot;,0L0,&quot;+e+&quot;L-&quot;+e+&quot;,0L0,-&quot;+e+&quot;Z&quot;}},cross:{n:3,f:function(t){var e=n.round(.4*t,2),r=n.round(1.2*t,2);return&quot;M&quot;+r+&quot;,&quot;+e+&quot;H&quot;+e+&quot;V&quot;+r+&quot;H-&quot;+e+&quot;V&quot;+e+&quot;H-&quot;+r+&quot;V-&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+r+&quot;H&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+r+&quot;Z&quot;}},x:{n:4,f:function(t){var e=n.round(.8*t/Math.sqrt(2),2),r=&quot;l&quot;+e+&quot;,&quot;+e,i=&quot;l&quot;+e+&quot;,-&quot;+e,a=&quot;l-&quot;+e+&quot;,-&quot;+e,o=&quot;l-&quot;+e+&quot;,&quot;+e;return&quot;M0,&quot;+e+r+i+a+i+a+o+a+o+r+o+r+&quot;Z&quot;}},&quot;triangle-up&quot;:{n:5,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M-&quot;+e+&quot;,&quot;+n.round(t/2,2)+&quot;H&quot;+e+&quot;L0,-&quot;+n.round(t,2)+&quot;Z&quot;}},&quot;triangle-down&quot;:{n:6,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M-&quot;+e+&quot;,-&quot;+n.round(t/2,2)+&quot;H&quot;+e+&quot;L0,&quot;+n.round(t,2)+&quot;Z&quot;}},&quot;triangle-left&quot;:{n:7,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M&quot;+n.round(t/2,2)+&quot;,-&quot;+e+&quot;V&quot;+e+&quot;L-&quot;+n.round(t,2)+&quot;,0Z&quot;}},&quot;triangle-right&quot;:{n:8,f:function(t){var e=n.round(2*t/Math.sqrt(3),2);return&quot;M-&quot;+n.round(t/2,2)+&quot;,-&quot;+e+&quot;V&quot;+e+&quot;L&quot;+n.round(t,2)+&quot;,0Z&quot;}},&quot;triangle-ne&quot;:{n:9,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M-&quot;+r+&quot;,-&quot;+e+&quot;H&quot;+e+&quot;V&quot;+r+&quot;Z&quot;}},&quot;triangle-se&quot;:{n:10,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M&quot;+e+&quot;,-&quot;+r+&quot;V&quot;+e+&quot;H-&quot;+r+&quot;Z&quot;}},&quot;triangle-sw&quot;:{n:11,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M&quot;+r+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+r+&quot;Z&quot;}},&quot;triangle-nw&quot;:{n:12,f:function(t){var e=n.round(.6*t,2),r=n.round(1.2*t,2);return&quot;M-&quot;+e+&quot;,&quot;+r+&quot;V-&quot;+e+&quot;H&quot;+r+&quot;Z&quot;}},pentagon:{n:13,f:function(t){var e=n.round(.951*t,2),r=n.round(.588*t,2),i=n.round(-t,2),a=n.round(-.309*t,2);return&quot;M&quot;+e+&quot;,&quot;+a+&quot;L&quot;+r+&quot;,&quot;+n.round(.809*t,2)+&quot;H-&quot;+r+&quot;L-&quot;+e+&quot;,&quot;+a+&quot;L0,&quot;+i+&quot;Z&quot;}},hexagon:{n:14,f:function(t){var e=n.round(t,2),r=n.round(t/2,2),i=n.round(t*Math.sqrt(3)/2,2);return&quot;M&quot;+i+&quot;,-&quot;+r+&quot;V&quot;+r+&quot;L0,&quot;+e+&quot;L-&quot;+i+&quot;,&quot;+r+&quot;V-&quot;+r+&quot;L0,-&quot;+e+&quot;Z&quot;}},hexagon2:{n:15,f:function(t){var e=n.round(t,2),r=n.round(t/2,2),i=n.round(t*Math.sqrt(3)/2,2);return&quot;M-&quot;+r+&quot;,&quot;+i+&quot;H&quot;+r+&quot;L&quot;+e+&quot;,0L&quot;+r+&quot;,-&quot;+i+&quot;H-&quot;+r+&quot;L-&quot;+e+&quot;,0Z&quot;}},octagon:{n:16,f:function(t){var e=n.round(.924*t,2),r=n.round(.383*t,2);return&quot;M-&quot;+r+&quot;,-&quot;+e+&quot;H&quot;+r+&quot;L&quot;+e+&quot;,-&quot;+r+&quot;V&quot;+r+&quot;L&quot;+r+&quot;,&quot;+e+&quot;H-&quot;+r+&quot;L-&quot;+e+&quot;,&quot;+r+&quot;V-&quot;+r+&quot;Z&quot;}},star:{n:17,f:function(t){var e=1.4*t,r=n.round(.225*e,2),i=n.round(.951*e,2),a=n.round(.363*e,2),o=n.round(.588*e,2),s=n.round(-e,2),l=n.round(-.309*e,2),u=n.round(.118*e,2),c=n.round(.809*e,2);return&quot;M&quot;+r+&quot;,&quot;+l+&quot;H&quot;+i+&quot;L&quot;+a+&quot;,&quot;+u+&quot;L&quot;+o+&quot;,&quot;+c+&quot;L0,&quot;+n.round(.382*e,2)+&quot;L-&quot;+o+&quot;,&quot;+c+&quot;L-&quot;+a+&quot;,&quot;+u+&quot;L-&quot;+i+&quot;,&quot;+l+&quot;H-&quot;+r+&quot;L0,&quot;+s+&quot;Z&quot;}},hexagram:{n:18,f:function(t){var e=n.round(.66*t,2),r=n.round(.38*t,2),i=n.round(.76*t,2);return&quot;M-&quot;+i+&quot;,0l-&quot;+r+&quot;,-&quot;+e+&quot;h&quot;+i+&quot;l&quot;+r+&quot;,-&quot;+e+&quot;l&quot;+r+&quot;,&quot;+e+&quot;h&quot;+i+&quot;l-&quot;+r+&quot;,&quot;+e+&quot;l&quot;+r+&quot;,&quot;+e+&quot;h-&quot;+i+&quot;l-&quot;+r+&quot;,&quot;+e+&quot;l-&quot;+r+&quot;,-&quot;+e+&quot;h-&quot;+i+&quot;Z&quot;}},&quot;star-triangle-up&quot;:{n:19,f:function(t){var e=n.round(t*Math.sqrt(3)*.8,2),r=n.round(.8*t,2),i=n.round(1.6*t,2),a=n.round(4*t,2),o=&quot;A &quot;+a+&quot;,&quot;+a+&quot; 0 0 1 &quot;;return&quot;M-&quot;+e+&quot;,&quot;+r+o+e+&quot;,&quot;+r+o+&quot;0,-&quot;+i+o+&quot;-&quot;+e+&quot;,&quot;+r+&quot;Z&quot;}},&quot;star-triangle-down&quot;:{n:20,f:function(t){var e=n.round(t*Math.sqrt(3)*.8,2),r=n.round(.8*t,2),i=n.round(1.6*t,2),a=n.round(4*t,2),o=&quot;A &quot;+a+&quot;,&quot;+a+&quot; 0 0 1 &quot;;return&quot;M&quot;+e+&quot;,-&quot;+r+o+&quot;-&quot;+e+&quot;,-&quot;+r+o+&quot;0,&quot;+i+o+e+&quot;,-&quot;+r+&quot;Z&quot;}},&quot;star-square&quot;:{n:21,f:function(t){var e=n.round(1.1*t,2),r=n.round(2*t,2),i=&quot;A &quot;+r+&quot;,&quot;+r+&quot; 0 0 1 &quot;;return&quot;M-&quot;+e+&quot;,-&quot;+e+i+&quot;-&quot;+e+&quot;,&quot;+e+i+e+&quot;,&quot;+e+i+e+&quot;,-&quot;+e+i+&quot;-&quot;+e+&quot;,-&quot;+e+&quot;Z&quot;}},&quot;star-diamond&quot;:{n:22,f:function(t){var e=n.round(1.4*t,2),r=n.round(1.9*t,2),i=&quot;A &quot;+r+&quot;,&quot;+r+&quot; 0 0 1 &quot;;return&quot;M-&quot;+e+&quot;,0&quot;+i+&quot;0,&quot;+e+i+e+&quot;,0&quot;+i+&quot;0,-&quot;+e+i+&quot;-&quot;+e+&quot;,0Z&quot;}},&quot;diamond-tall&quot;:{n:23,f:function(t){var e=n.round(.7*t,2),r=n.round(1.4*t,2);return&quot;M0,&quot;+r+&quot;L&quot;+e+&quot;,0L0,-&quot;+r+&quot;L-&quot;+e+&quot;,0Z&quot;}},&quot;diamond-wide&quot;:{n:24,f:function(t){var e=n.round(1.4*t,2),r=n.round(.7*t,2);return&quot;M0,&quot;+r+&quot;L&quot;+e+&quot;,0L0,-&quot;+r+&quot;L-&quot;+e+&quot;,0Z&quot;}},hourglass:{n:25,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;L&quot;+e+&quot;,-&quot;+e+&quot;H-&quot;+e+&quot;Z&quot;},noDot:!0},bowtie:{n:26,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;V-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e+&quot;V-&quot;+e+&quot;Z&quot;},noDot:!0},&quot;circle-cross&quot;:{n:27,f:function(t){var e=n.round(t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e+&quot;M&quot;+e+&quot;,0A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,-&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 0,1 &quot;+e+&quot;,0Z&quot;},needLine:!0,noDot:!0},&quot;circle-x&quot;:{n:28,f:function(t){var e=n.round(t,2),r=n.round(t/Math.sqrt(2),2);return&quot;M&quot;+r+&quot;,&quot;+r+&quot;L-&quot;+r+&quot;,-&quot;+r+&quot;M&quot;+r+&quot;,-&quot;+r+&quot;L-&quot;+r+&quot;,&quot;+r+&quot;M&quot;+e+&quot;,0A&quot;+e+&quot;,&quot;+e+&quot; 0 1,1 0,-&quot;+e+&quot;A&quot;+e+&quot;,&quot;+e+&quot; 0 0,1 &quot;+e+&quot;,0Z&quot;},needLine:!0,noDot:!0},&quot;square-cross&quot;:{n:29,f:function(t){var e=n.round(t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e+&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+e+&quot;Z&quot;},needLine:!0,noDot:!0},&quot;square-x&quot;:{n:30,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;L-&quot;+e+&quot;,-&quot;+e+&quot;M&quot;+e+&quot;,-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e+&quot;M&quot;+e+&quot;,&quot;+e+&quot;H-&quot;+e+&quot;V-&quot;+e+&quot;H&quot;+e+&quot;Z&quot;},needLine:!0,noDot:!0},&quot;diamond-cross&quot;:{n:31,f:function(t){var e=n.round(1.3*t,2);return&quot;M&quot;+e+&quot;,0L0,&quot;+e+&quot;L-&quot;+e+&quot;,0L0,-&quot;+e+&quot;ZM0,-&quot;+e+&quot;V&quot;+e+&quot;M-&quot;+e+&quot;,0H&quot;+e},needLine:!0,noDot:!0},&quot;diamond-x&quot;:{n:32,f:function(t){var e=n.round(1.3*t,2),r=n.round(.65*t,2);return&quot;M&quot;+e+&quot;,0L0,&quot;+e+&quot;L-&quot;+e+&quot;,0L0,-&quot;+e+&quot;ZM-&quot;+r+&quot;,-&quot;+r+&quot;L&quot;+r+&quot;,&quot;+r+&quot;M-&quot;+r+&quot;,&quot;+r+&quot;L&quot;+r+&quot;,-&quot;+r},needLine:!0,noDot:!0},&quot;cross-thin&quot;:{n:33,f:function(t){var e=n.round(1.4*t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;x-thin&quot;:{n:34,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;L-&quot;+e+&quot;,-&quot;+e+&quot;M&quot;+e+&quot;,-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e},needLine:!0,noDot:!0,noFill:!0},asterisk:{n:35,f:function(t){var e=n.round(1.2*t,2),r=n.round(.85*t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e+&quot;M&quot;+e+&quot;,0H-&quot;+e+&quot;M&quot;+r+&quot;,&quot;+r+&quot;L-&quot;+r+&quot;,-&quot;+r+&quot;M&quot;+r+&quot;,-&quot;+r+&quot;L-&quot;+r+&quot;,&quot;+r},needLine:!0,noDot:!0,noFill:!0},hash:{n:36,f:function(t){var e=n.round(t/2,2),r=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+r+&quot;V-&quot;+r+&quot;m-&quot;+r+&quot;,0V&quot;+r+&quot;M&quot;+r+&quot;,&quot;+e+&quot;H-&quot;+r+&quot;m0,-&quot;+r+&quot;H&quot;+r},needLine:!0,noFill:!0},&quot;y-up&quot;:{n:37,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M-&quot;+e+&quot;,&quot;+i+&quot;L0,0M&quot;+e+&quot;,&quot;+i+&quot;L0,0M0,-&quot;+r+&quot;L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;y-down&quot;:{n:38,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M-&quot;+e+&quot;,-&quot;+i+&quot;L0,0M&quot;+e+&quot;,-&quot;+i+&quot;L0,0M0,&quot;+r+&quot;L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;y-left&quot;:{n:39,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M&quot;+i+&quot;,&quot;+e+&quot;L0,0M&quot;+i+&quot;,-&quot;+e+&quot;L0,0M-&quot;+r+&quot;,0L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;y-right&quot;:{n:40,f:function(t){var e=n.round(1.2*t,2),r=n.round(1.6*t,2),i=n.round(.8*t,2);return&quot;M-&quot;+i+&quot;,&quot;+e+&quot;L0,0M-&quot;+i+&quot;,-&quot;+e+&quot;L0,0M&quot;+r+&quot;,0L0,0&quot;},needLine:!0,noDot:!0,noFill:!0},&quot;line-ew&quot;:{n:41,f:function(t){var e=n.round(1.4*t,2);return&quot;M&quot;+e+&quot;,0H-&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;line-ns&quot;:{n:42,f:function(t){var e=n.round(1.4*t,2);return&quot;M0,&quot;+e+&quot;V-&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;line-ne&quot;:{n:43,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,-&quot;+e+&quot;L-&quot;+e+&quot;,&quot;+e},needLine:!0,noDot:!0,noFill:!0},&quot;line-nw&quot;:{n:44,f:function(t){var e=n.round(t,2);return&quot;M&quot;+e+&quot;,&quot;+e+&quot;L-&quot;+e+&quot;,-&quot;+e},needLine:!0,noDot:!0,noFill:!0}}},{d3:81}],399:[function(t,e,r){&quot;use strict&quot;;e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;calc&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;percent&quot;,&quot;constant&quot;,&quot;sqrt&quot;,&quot;data&quot;],editType:&quot;calc&quot;},symmetric:{valType:&quot;boolean&quot;,editType:&quot;calc&quot;},array:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},arrayminus:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},value:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;calc&quot;},valueminus:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;calc&quot;},traceref:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;style&quot;},tracerefminus:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;style&quot;},copy_ystyle:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},copy_zstyle:{valType:&quot;boolean&quot;,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},thickness:{valType:&quot;number&quot;,min:0,dflt:2,editType:&quot;style&quot;},width:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;},editType:&quot;calc&quot;,_deprecated:{opacity:{valType:&quot;number&quot;,editType:&quot;style&quot;}}}},{}],400:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;./compute_error&quot;);function l(t,e,r,i){var l=e[&quot;error_&quot;+i]||{},u=[];if(l.visible&amp;&amp;-1!==[&quot;linear&quot;,&quot;log&quot;].indexOf(r.type)){for(var c=s(l),f=0;f&lt;t.length;f++){var h=t[f],d=h.i;if(void 0===d)d=f;else if(null===d)continue;var p=h[i];if(n(r.c2l(p))){var g=c(p,d);if(n(g[0])&amp;&amp;n(g[1])){var v=h[i+&quot;s&quot;]=p-g[0],m=h[i+&quot;h&quot;]=p+g[1];u.push(v,m)}}}var y=r._id,b=e._extremes[y],x=a.findExtremes(r,u,o.extendFlat({tozero:b.opts.tozero},{padded:!0}));b.min=b.min.concat(x.min),b.max=b.max.concat(x.max)}}e.exports=function(t){for(var e=t.calcdata,r=0;r&lt;e.length;r++){var n=e[r],o=n[0].trace;if(!0===o.visible&amp;&amp;i.traceIs(o,&quot;errorBarsOK&quot;)){var s=a.getFromId(t,o.xaxis),u=a.getFromId(t,o.yaxis);l(n,o,s,&quot;x&quot;),l(n,o,u,&quot;y&quot;)}}}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;./compute_error&quot;:401,&quot;fast-isnumeric&quot;:90}],401:[function(t,e,r){&quot;use strict&quot;;function n(t,e){return&quot;percent&quot;===t?function(t){return Math.abs(t*e/100)}:&quot;constant&quot;===t?function(){return Math.abs(e)}:&quot;sqrt&quot;===t?function(t){return Math.sqrt(Math.abs(t))}:void 0}e.exports=function(t){var e=t.type,r=t.symmetric;if(&quot;data&quot;===e){var i=t.array||[];if(r)return function(t,e){var r=+i[e];return[r,r]};var a=t.arrayminus||[];return function(t,e){var r=+i[e],n=+a[e];return isNaN(r)&amp;&amp;isNaN(n)?[NaN,NaN]:[n||0,r||0]}}var o=n(e,t.value),s=n(e,t.valueminus);return r||void 0===t.valueminus?function(t){var e=o(t);return[e,e]}:function(t){return[s(t),o(t)]}}},{}],402:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../../plot_api/plot_template&quot;),s=t(&quot;./attributes&quot;);e.exports=function(t,e,r,l){var u=&quot;error_&quot;+l.axis,c=o.newContainer(e,u),f=t[u]||{};function h(t,e){return a.coerce(f,c,s,t,e)}if(!1!==h(&quot;visible&quot;,void 0!==f.array||void 0!==f.value||&quot;sqrt&quot;===f.type)){var d=h(&quot;type&quot;,&quot;array&quot;in f?&quot;data&quot;:&quot;percent&quot;),p=!0;&quot;sqrt&quot;!==d&amp;&amp;(p=h(&quot;symmetric&quot;,!((&quot;data&quot;===d?&quot;arrayminus&quot;:&quot;valueminus&quot;)in f))),&quot;data&quot;===d?(h(&quot;array&quot;),h(&quot;traceref&quot;),p||(h(&quot;arrayminus&quot;),h(&quot;tracerefminus&quot;))):&quot;percent&quot;!==d&amp;&amp;&quot;constant&quot;!==d||(h(&quot;value&quot;),p||h(&quot;valueminus&quot;));var g=&quot;copy_&quot;+l.inherit+&quot;style&quot;;if(l.inherit)(e[&quot;error_&quot;+l.inherit]||{}).visible&amp;&amp;h(g,!(f.color||n(f.thickness)||n(f.width)));l.inherit&amp;&amp;c[g]||(h(&quot;color&quot;,r),h(&quot;thickness&quot;),h(&quot;width&quot;,i.traceIs(e,&quot;gl3d&quot;)?0:4))}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592,&quot;./attributes&quot;:399,&quot;fast-isnumeric&quot;:90}],403:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/edit_types&quot;).overrideAll,a=t(&quot;./attributes&quot;),o={error_x:n.extendFlat({},a),error_y:n.extendFlat({},a)};delete o.error_x.copy_zstyle,delete o.error_y.copy_zstyle,delete o.error_y.copy_ystyle;var s={error_x:n.extendFlat({},a),error_y:n.extendFlat({},a),error_z:n.extendFlat({},a)};delete s.error_x.copy_ystyle,delete s.error_y.copy_ystyle,delete s.error_z.copy_ystyle,delete s.error_z.copy_zstyle,e.exports={moduleType:&quot;component&quot;,name:&quot;errorbars&quot;,schema:{traces:{scatter:o,bar:o,histogram:o,scatter3d:i(s,&quot;calc&quot;,&quot;nested&quot;),scattergl:i(o,&quot;calc&quot;,&quot;nested&quot;)}},supplyDefaults:t(&quot;./defaults&quot;),calc:t(&quot;./calc&quot;),makeComputeError:t(&quot;./compute_error&quot;),plot:t(&quot;./plot&quot;),style:t(&quot;./style&quot;),hoverInfo:function(t,e,r){(e.error_y||{}).visible&amp;&amp;(r.yerr=t.yh-t.y,e.error_y.symmetric||(r.yerrneg=t.y-t.ys));(e.error_x||{}).visible&amp;&amp;(r.xerr=t.xh-t.x,e.error_x.symmetric||(r.xerrneg=t.x-t.xs))}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/edit_types&quot;:524,&quot;./attributes&quot;:399,&quot;./calc&quot;:400,&quot;./compute_error&quot;:401,&quot;./defaults&quot;:402,&quot;./plot&quot;:404,&quot;./style&quot;:405}],404:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../drawing&quot;),o=t(&quot;../../traces/scatter/subtypes&quot;);e.exports=function(t,e,r,s){var l=r.xaxis,u=r.yaxis,c=s&amp;&amp;s.duration&gt;0;e.each(function(e){var f,h=e[0].trace,d=h.error_x||{},p=h.error_y||{};h.ids&amp;&amp;(f=function(t){return t.id});var g=o.hasMarkers(h)&amp;&amp;h.marker.maxdisplayed&gt;0;p.visible||d.visible||(e=[]);var v=n.select(this).selectAll(&quot;g.errorbar&quot;).data(e,f);if(v.exit().remove(),e.length){d.visible||v.selectAll(&quot;path.xerror&quot;).remove(),p.visible||v.selectAll(&quot;path.yerror&quot;).remove(),v.style(&quot;opacity&quot;,1);var m=v.enter().append(&quot;g&quot;).classed(&quot;errorbar&quot;,!0);c&amp;&amp;m.style(&quot;opacity&quot;,0).transition().duration(s.duration).style(&quot;opacity&quot;,1),a.setClipUrl(v,r.layerClipId,t),v.each(function(t){var e=n.select(this),r=function(t,e,r){var n={x:e.c2p(t.x),y:r.c2p(t.y)};void 0!==t.yh&amp;&amp;(n.yh=r.c2p(t.yh),n.ys=r.c2p(t.ys),i(n.ys)||(n.noYS=!0,n.ys=r.c2p(t.ys,!0)));void 0!==t.xh&amp;&amp;(n.xh=e.c2p(t.xh),n.xs=e.c2p(t.xs),i(n.xs)||(n.noXS=!0,n.xs=e.c2p(t.xs,!0)));return n}(t,l,u);if(!g||t.vis){var a,o=e.select(&quot;path.yerror&quot;);if(p.visible&amp;&amp;i(r.x)&amp;&amp;i(r.yh)&amp;&amp;i(r.ys)){var f=p.width;a=&quot;M&quot;+(r.x-f)+&quot;,&quot;+r.yh+&quot;h&quot;+2*f+&quot;m-&quot;+f+&quot;,0V&quot;+r.ys,r.noYS||(a+=&quot;m-&quot;+f+&quot;,0h&quot;+2*f),!o.size()?o=e.append(&quot;path&quot;).style(&quot;vector-effect&quot;,&quot;non-scaling-stroke&quot;).classed(&quot;yerror&quot;,!0):c&amp;&amp;(o=o.transition().duration(s.duration).ease(s.easing)),o.attr(&quot;d&quot;,a)}else o.remove();var h=e.select(&quot;path.xerror&quot;);if(d.visible&amp;&amp;i(r.y)&amp;&amp;i(r.xh)&amp;&amp;i(r.xs)){var v=(d.copy_ystyle?p:d).width;a=&quot;M&quot;+r.xh+&quot;,&quot;+(r.y-v)+&quot;v&quot;+2*v+&quot;m0,-&quot;+v+&quot;H&quot;+r.xs,r.noXS||(a+=&quot;m0,-&quot;+v+&quot;v&quot;+2*v),!h.size()?h=e.append(&quot;path&quot;).style(&quot;vector-effect&quot;,&quot;non-scaling-stroke&quot;).classed(&quot;xerror&quot;,!0):c&amp;&amp;(h=h.transition().duration(s.duration).ease(s.easing)),h.attr(&quot;d&quot;,a)}else h.remove()}})}})}},{&quot;../../traces/scatter/subtypes&quot;:640,&quot;../drawing&quot;:397,d3:81,&quot;fast-isnumeric&quot;:90}],405:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;);e.exports=function(t){t.each(function(t){var e=t[0].trace,r=e.error_y||{},a=e.error_x||{},o=n.select(this);o.selectAll(&quot;path.yerror&quot;).style(&quot;stroke-width&quot;,r.thickness+&quot;px&quot;).call(i.stroke,r.color),a.copy_ystyle&amp;&amp;(a=r),o.selectAll(&quot;path.xerror&quot;).style(&quot;stroke-width&quot;,a.thickness+&quot;px&quot;).call(i.stroke,a.color)})}},{&quot;../color&quot;:376,d3:81}],406:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;);e.exports={hoverlabel:{bgcolor:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;none&quot;},bordercolor:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;none&quot;},font:n({arrayOk:!0,editType:&quot;none&quot;}),namelength:{valType:&quot;integer&quot;,min:-1,arrayOk:!0,editType:&quot;none&quot;},editType:&quot;calc&quot;}}},{&quot;../../plots/font_attributes&quot;:567}],407:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;);function a(t,e,r,i){i=i||n.identity,Array.isArray(t)&amp;&amp;(e[0][r]=i(t))}e.exports=function(t){var e=t.calcdata,r=t._fullLayout;function o(t){return function(e){return n.coerceHoverinfo({hoverinfo:e},{_module:t._module},r)}}for(var s=0;s&lt;e.length;s++){var l=e[s],u=l[0].trace;if(!i.traceIs(u,&quot;pie&quot;)){var c=i.traceIs(u,&quot;2dMap&quot;)?a:n.fillArray;c(u.hoverinfo,l,&quot;hi&quot;,o(u)),u.hovertemplate&amp;&amp;c(u.hovertemplate,l,&quot;ht&quot;),u.hoverlabel&amp;&amp;(c(u.hoverlabel.bgcolor,l,&quot;hbg&quot;),c(u.hoverlabel.bordercolor,l,&quot;hbc&quot;),c(u.hoverlabel.font.size,l,&quot;hts&quot;),c(u.hoverlabel.font.color,l,&quot;htc&quot;),c(u.hoverlabel.font.family,l,&quot;htf&quot;),c(u.hoverlabel.namelength,l,&quot;hnl&quot;))}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],408:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./hover&quot;).hover;e.exports=function(t,e,r){var a=n.getComponentMethod(&quot;annotations&quot;,&quot;onClick&quot;)(t,t._hoverdata);function o(){t.emit(&quot;plotly_click&quot;,{points:t._hoverdata,event:e})}void 0!==r&amp;&amp;i(t,e,r,!0),t._hoverdata&amp;&amp;e&amp;&amp;e.target&amp;&amp;(a&amp;&amp;a.then?a.then(o):o(),e.stopImmediatePropagation&amp;&amp;e.stopImmediatePropagation())}},{&quot;../../registry&quot;:592,&quot;./hover&quot;:412}],409:[function(t,e,r){&quot;use strict&quot;;e.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:&quot;Arial, sans-serif&quot;,HOVERMINTIME:50,HOVERID:&quot;-hover&quot;}},{}],410:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./attributes&quot;),a=t(&quot;./hoverlabel_defaults&quot;);e.exports=function(t,e,r,o){a(t,e,function(r,a){return n.coerce(t,e,i,r,a)},o.hoverlabel)}},{&quot;../../lib&quot;:495,&quot;./attributes&quot;:406,&quot;./hoverlabel_defaults&quot;:413}],411:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);r.getSubplot=function(t){return t.subplot||t.xaxis+t.yaxis||t.geo},r.isTraceInSubplots=function(t,e){if(&quot;splom&quot;===t.type){for(var n=t.xaxes||[],i=t.yaxes||[],a=0;a&lt;n.length;a++)for(var o=0;o&lt;i.length;o++)if(-1!==e.indexOf(n[a]+i[o]))return!0;return!1}return-1!==e.indexOf(r.getSubplot(t))},r.flat=function(t,e){for(var r=new Array(t.length),n=0;n&lt;t.length;n++)r[n]=e;return r},r.p2c=function(t,e){for(var r=new Array(t.length),n=0;n&lt;t.length;n++)r[n]=t[n].p2c(e);return r},r.getDistanceFunction=function(t,e,n,i){return&quot;closest&quot;===t?i||r.quadrature(e,n):&quot;x&quot;===t?e:n},r.getClosest=function(t,e,r){if(!1!==r.index)r.index&gt;=0&amp;&amp;r.index&lt;t.length?r.distance=0:r.index=!1;else for(var n=0;n&lt;t.length;n++){var i=e(t[n]);i&lt;=r.distance&amp;&amp;(r.index=n,r.distance=i)}return r},r.inbox=function(t,e,r){return t*e&lt;0||0===t?r:1/0},r.quadrature=function(t,e){return function(r){var n=t(r),i=e(r);return Math.sqrt(n*n+i*i)}},r.makeEventData=function(t,e,n){var i=&quot;index&quot;in t?t.index:t.pointNumber,a={data:e._input,fullData:e,curveNumber:e.index,pointNumber:i};if(e._indexToPoints){var o=e._indexToPoints[i];1===o.length?a.pointIndex=o[0]:a.pointIndices=o}else a.pointIndex=i;return e._module.eventData?a=e._module.eventData(a,t,e,n,i):(&quot;xVal&quot;in t?a.x=t.xVal:&quot;x&quot;in t&amp;&amp;(a.x=t.x),&quot;yVal&quot;in t?a.y=t.yVal:&quot;y&quot;in t&amp;&amp;(a.y=t.y),t.xa&amp;&amp;(a.xaxis=t.xa),t.ya&amp;&amp;(a.yaxis=t.ya),void 0!==t.zLabelVal&amp;&amp;(a.z=t.zLabelVal)),r.appendArrayPointValue(a,e,i),a},r.appendArrayPointValue=function(t,e,r){var i=e._arrayAttrs;if(i)for(var s=0;s&lt;i.length;s++){var l=i[s],u=a(l);if(void 0===t[u]){var c=o(n.nestedProperty(e,l).get(),r);void 0!==c&amp;&amp;(t[u]=c)}}},r.appendArrayMultiPointValues=function(t,e,r){var i=e._arrayAttrs;if(i)for(var s=0;s&lt;i.length;s++){var l=i[s],u=a(l);if(void 0===t[u]){for(var c=n.nestedProperty(e,l).get(),f=new Array(r.length),h=0;h&lt;r.length;h++)f[h]=o(c,r[h]);t[u]=f}}};var i={ids:&quot;id&quot;,locations:&quot;location&quot;,labels:&quot;label&quot;,values:&quot;value&quot;,&quot;marker.colors&quot;:&quot;color&quot;,parents:&quot;parent&quot;};function a(t){return i[t]||t}function o(t,e){return Array.isArray(e)?Array.isArray(t)&amp;&amp;Array.isArray(t[e[0]])?t[e[0]][e[1]]:void 0:t[e]}},{&quot;../../lib&quot;:495}],412:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;tinycolor2&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../lib/events&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../lib/override_cursor&quot;),c=t(&quot;../drawing&quot;),f=t(&quot;../color&quot;),h=t(&quot;../dragelement&quot;),d=t(&quot;../../plots/cartesian/axes&quot;),p=t(&quot;../../registry&quot;),g=t(&quot;./helpers&quot;),v=t(&quot;./constants&quot;),m=v.YANGLE,y=Math.PI*m/180,b=1/Math.sin(y),x=Math.cos(y),_=Math.sin(y),w=v.HOVERARROWSIZE,A=v.HOVERTEXTPAD;r.hover=function(t,e,r,a){t=o.getGraphDiv(t),o.throttle(t._fullLayout._uid+v.HOVERID,v.HOVERMINTIME,function(){!function(t,e,r,a){r||(r=&quot;xy&quot;);var l=Array.isArray(r)?r:[r],c=t._fullLayout,v=c._plots||[],m=v[r],y=c._has(&quot;cartesian&quot;);if(m){var x=m.overlays.map(function(t){return t.id});l=l.concat(x)}for(var _=l.length,w=new Array(_),A=new Array(_),M=!1,C=0;C&lt;_;C++){var O=l[C],R=v[O];if(R)M=!0,w[C]=d.getFromId(t,R.xaxis._id),A[C]=d.getFromId(t,R.yaxis._id);else{var P=c[O]._subplot;w[C]=P.xaxis,A[C]=P.yaxis}}var z=e.hovermode||c.hovermode;z&amp;&amp;!M&amp;&amp;(z=&quot;closest&quot;);if(-1===[&quot;x&quot;,&quot;y&quot;,&quot;closest&quot;].indexOf(z)||!t.calcdata||t.querySelector(&quot;.zoombox&quot;)||t._dragging)return h.unhoverRaw(t,e);var I,N,D,F,j,B,U,V,H,q,G,X,W,Y=-1===c.hoverdistance?1/0:c.hoverdistance,Z=-1===c.spikedistance?1/0:c.spikedistance,Q=[],$=[],J={hLinePoint:null,vLinePoint:null},K=!1;if(Array.isArray(e))for(z=&quot;array&quot;,D=0;D&lt;e.length;D++)(j=t.calcdata[e[D].curveNumber||0])&amp;&amp;(B=j[0].trace,&quot;skip&quot;!==j[0].trace.hoverinfo&amp;&amp;($.push(j),&quot;h&quot;===B.orientation&amp;&amp;(K=!0)));else{for(F=0;F&lt;t.calcdata.length;F++)j=t.calcdata[F],&quot;skip&quot;!==(B=j[0].trace).hoverinfo&amp;&amp;g.isTraceInSubplots(B,l)&amp;&amp;($.push(j),&quot;h&quot;===B.orientation&amp;&amp;(K=!0));var tt,et,rt=!e.target;if(rt)tt=&quot;xpx&quot;in e?e.xpx:w[0]._length/2,et=&quot;ypx&quot;in e?e.ypx:A[0]._length/2;else{if(!1===s.triggerHandler(t,&quot;plotly_beforehover&quot;,e))return;var nt=e.target.getBoundingClientRect();if(tt=e.clientX-nt.left,et=e.clientY-nt.top,tt&lt;0||tt&gt;w[0]._length||et&lt;0||et&gt;A[0]._length)return h.unhoverRaw(t,e)}if(e.pointerX=tt+w[0]._offset,e.pointerY=et+A[0]._offset,I=&quot;xval&quot;in e?g.flat(l,e.xval):g.p2c(w,tt),N=&quot;yval&quot;in e?g.flat(l,e.yval):g.p2c(A,et),!i(I[0])||!i(N[0]))return o.warn(&quot;Fx.hover failed&quot;,e,t),h.unhoverRaw(t,e)}var it=1/0;for(F=0;F&lt;$.length;F++)if((j=$[F])&amp;&amp;j[0]&amp;&amp;j[0].trace&amp;&amp;!0===j[0].trace.visible&amp;&amp;(B=j[0].trace,-1===[&quot;carpet&quot;,&quot;contourcarpet&quot;].indexOf(B._module.name))){if(&quot;splom&quot;===B.type?U=l[V=0]:(U=g.getSubplot(B),V=l.indexOf(U)),H=z,X={cd:j,trace:B,xa:w[V],ya:A[V],maxHoverDistance:Y,maxSpikeDistance:Z,index:!1,distance:Math.min(it,Y),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:f.defaultLine,name:B.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},c[U]&amp;&amp;(X.subplot=c[U]._subplot),c._splomScenes&amp;&amp;c._splomScenes[B.uid]&amp;&amp;(X.scene=c._splomScenes[B.uid]),W=Q.length,&quot;array&quot;===H){var at=e[F];&quot;pointNumber&quot;in at?(X.index=at.pointNumber,H=&quot;closest&quot;):(H=&quot;&quot;,&quot;xval&quot;in at&amp;&amp;(q=at.xval,H=&quot;x&quot;),&quot;yval&quot;in at&amp;&amp;(G=at.yval,H=H?&quot;closest&quot;:&quot;y&quot;))}else q=I[V],G=N[V];if(0!==Y)if(B._module&amp;&amp;B._module.hoverPoints){var ot=B._module.hoverPoints(X,q,G,H,c._hoverlayer);if(ot)for(var st,lt=0;lt&lt;ot.length;lt++)st=ot[lt],i(st.x0)&amp;&amp;i(st.y0)&amp;&amp;Q.push(E(st,z))}else o.log(&quot;Unrecognized trace type in hover:&quot;,B);if(&quot;closest&quot;===z&amp;&amp;Q.length&gt;W&amp;&amp;(Q.splice(0,W),it=Q[0].distance),y&amp;&amp;0!==Z&amp;&amp;0===Q.length){X.distance=Z,X.index=!1;var ut=B._module.hoverPoints(X,q,G,&quot;closest&quot;,c._hoverlayer);if(ut&amp;&amp;(ut=ut.filter(function(t){return t.spikeDistance&lt;=Z})),ut&amp;&amp;ut.length){var ct,ft=ut.filter(function(t){return t.xa.showspikes});if(ft.length){var ht=ft[0];i(ht.x0)&amp;&amp;i(ht.y0)&amp;&amp;(ct=vt(ht),(!J.vLinePoint||J.vLinePoint.spikeDistance&gt;ct.spikeDistance)&amp;&amp;(J.vLinePoint=ct))}var dt=ut.filter(function(t){return t.ya.showspikes});if(dt.length){var pt=dt[0];i(pt.x0)&amp;&amp;i(pt.y0)&amp;&amp;(ct=vt(pt),(!J.hLinePoint||J.hLinePoint.spikeDistance&gt;ct.spikeDistance)&amp;&amp;(J.hLinePoint=ct))}}}}function gt(t,e){for(var r,n=null,i=1/0,a=0;a&lt;t.length;a++)(r=t[a].spikeDistance)&lt;i&amp;&amp;r&lt;=e&amp;&amp;(n=t[a],i=r);return n}function vt(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}var mt={fullLayout:c,container:c._hoverlayer,outerContainer:c._paperdiv,event:e},yt=t._spikepoints,bt={vLinePoint:J.vLinePoint,hLinePoint:J.hLinePoint};if(t._spikepoints=bt,y&amp;&amp;0!==Z&amp;&amp;0!==Q.length){var xt=Q.filter(function(t){return t.ya.showspikes}),_t=gt(xt,Z);J.hLinePoint=vt(_t);var wt=Q.filter(function(t){return t.xa.showspikes}),At=gt(wt,Z);J.vLinePoint=vt(At)}if(0===Q.length){var Mt=h.unhoverRaw(t,e);return!y||null===J.hLinePoint&amp;&amp;null===J.vLinePoint||S(yt)&amp;&amp;L(J,mt),Mt}y&amp;&amp;S(yt)&amp;&amp;L(J,mt);Q.sort(function(t,e){return t.distance-e.distance});var Tt=t._hoverdata,kt=[];for(D=0;D&lt;Q.length;D++){var Et=Q[D],Lt=g.makeEventData(Et,Et.trace,Et.cd);if(!1!==Et.hovertemplate){var St=!1;Et.cd[Et.index]&amp;&amp;Et.cd[Et.index].ht&amp;&amp;(St=Et.cd[Et.index].ht),Et.hovertemplate=St||Et.trace.hovertemplate||!1}Et.eventData=[Lt],kt.push(Lt)}t._hoverdata=kt;var Ct=&quot;y&quot;===z&amp;&amp;($.length&gt;1||Q.length&gt;1)||&quot;closest&quot;===z&amp;&amp;K&amp;&amp;Q.length&gt;1,Ot=f.combine(c.plot_bgcolor||f.background,c.paper_bgcolor),Rt={hovermode:z,rotateLabels:Ct,bgColor:Ot,container:c._hoverlayer,outerContainer:c._paperdiv,commonLabelOpts:c.hoverlabel,hoverdistance:c.hoverdistance},Pt=T(Q,Rt,t);if(function(t,e,r){var n,i,a,o,s,l,u,c=0,f=1,h=t.size(),d=new Array(h);function p(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&gt;.01){for(s=t.length-1;s&gt;=0;s--)t[s].dp+=i;n=!1}if(!(a&lt;.01)){if(i&lt;-.01){for(s=t.length-1;s&gt;=0;s--)t[s].dp-=a;n=!1}if(n){var u=0;for(o=0;o&lt;t.length;o++)(l=t[o]).pos+l.dp+l.size&gt;e.pmax&amp;&amp;u++;for(o=t.length-1;o&gt;=0&amp;&amp;!(u&lt;=0);o--)(l=t[o]).pos&gt;e.pmax-1&amp;&amp;(l.del=!0,u--);for(o=0;o&lt;t.length&amp;&amp;!(u&lt;=0);o++)if((l=t[o]).pos&lt;e.pmin+1)for(l.del=!0,u--,a=2*l.size,s=t.length-1;s&gt;=0;s--)t[s].dp-=a;for(o=t.length-1;o&gt;=0&amp;&amp;!(u&lt;=0);o--)(l=t[o]).pos+l.dp+l.size&gt;e.pmax&amp;&amp;(l.del=!0,u--)}}}for(t.each(function(t,n){var i=t[e],a=&quot;x&quot;===i._id.charAt(0),o=i.range;!n&amp;&amp;o&amp;&amp;o[0]&gt;o[1]!==a&amp;&amp;(f=-1),d[n]=[{datum:t,i:n,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(a?b:1)/2,pmin:0,pmax:a?r.width:r.height}]}),d.sort(function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)});!n&amp;&amp;c&lt;=h;){for(c++,n=!0,o=0;o&lt;d.length-1;){var g=d[o],v=d[o+1],m=g[g.length-1],y=v[0];if((i=m.pos+m.dp+m.size-y.pos-y.dp+y.size)&gt;.01&amp;&amp;m.pmin===y.pmin&amp;&amp;m.pmax===y.pmax){for(s=v.length-1;s&gt;=0;s--)v[s].dp+=i;for(g.push.apply(g,v),d.splice(o+1,1),u=0,s=g.length-1;s&gt;=0;s--)u+=g[s].dp;for(a=u/g.length,s=g.length-1;s&gt;=0;s--)g[s].dp-=a;n=!1}else o++}d.forEach(p)}for(o=d.length-1;o&gt;=0;o--){var x=d[o];for(s=x.length-1;s&gt;=0;s--){var _=x[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Pt,Ct?&quot;xa&quot;:&quot;ya&quot;,c),k(Pt,Ct),e.target&amp;&amp;e.target.tagName){var zt=p.getComponentMethod(&quot;annotations&quot;,&quot;hasClickToShow&quot;)(t,kt);u(n.select(e.target),zt?&quot;pointer&quot;:&quot;&quot;)}if(!e.target||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n&gt;=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,Tt))return;Tt&amp;&amp;t.emit(&quot;plotly_unhover&quot;,{event:e,points:Tt});t.emit(&quot;plotly_hover&quot;,{event:e,points:t._hoverdata,xaxes:w,yaxes:A,xvals:I,yvals:N})}(t,e,r,a)})},r.loneHover=function(t,e){var r={color:t.color||f.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,trace:t.trace||{index:0,hoverinfo:&quot;&quot;},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1},i=n.select(e.container),a=e.outerContainer?n.select(e.outerContainer):i,o={hovermode:&quot;closest&quot;,rotateLabels:!1,bgColor:e.bgColor||f.background,container:i,outerContainer:a},s=T([r],o,e.gd);return k(s,o.rotateLabels),s.node()},r.multiHovers=function(t,e){Array.isArray(t)||(t=[t]);var r=t.map(function(t){return{color:t.color||f.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,trace:t.trace||{index:0,hoverinfo:&quot;&quot;},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1}}),i=n.select(e.container),a=e.outerContainer?n.select(e.outerContainer):i,o={hovermode:&quot;closest&quot;,rotateLabels:!1,bgColor:e.bgColor||f.background,container:i,outerContainer:a},s=T(r,o,e.gd),l=0;return s.sort(function(t,e){return t.y0-e.y0}).each(function(t){var e=t.y0-t.by/2;t.offset=e-5&lt;l?l-e+5:0,l=e+t.by+t.offset}),k(s,o.rotateLabels),s.node()};var M=/&lt;extra&gt;([\\s\\S]*)&lt;\\/extra&gt;/;function T(t,e,r){var i=r._fullLayout,a=e.hovermode,s=e.rotateLabels,u=e.bgColor,h=e.container,d=e.outerContainer,p=e.commonLabelOpts||{},g=e.fontFamily||v.HOVERFONT,y=e.fontSize||v.HOVERFONTSIZE,b=t[0],x=b.xa,_=b.ya,T=&quot;y&quot;===a?&quot;yLabel&quot;:&quot;xLabel&quot;,k=b[T],E=(String(k)||&quot;&quot;).split(&quot; &quot;)[0],L=d.node().getBoundingClientRect(),S=L.top,C=L.width,O=L.height,R=void 0!==k&amp;&amp;b.distance&lt;=e.hoverdistance&amp;&amp;(&quot;x&quot;===a||&quot;y&quot;===a);if(R){var P,z,I=!0;for(P=0;P&lt;t.length;P++)if(I&amp;&amp;void 0===t[P].zLabel&amp;&amp;(I=!1),z=t[P].hoverinfo||t[P].trace.hoverinfo){var N=Array.isArray(z)?z:z.split(&quot;+&quot;);if(-1===N.indexOf(&quot;all&quot;)&amp;&amp;-1===N.indexOf(a)){R=!1;break}}I&amp;&amp;(R=!1)}var D=h.selectAll(&quot;g.axistext&quot;).data(R?[0]:[]);D.enter().append(&quot;g&quot;).classed(&quot;axistext&quot;,!0),D.exit().remove(),D.each(function(){var e=n.select(this),i=o.ensureSingle(e,&quot;path&quot;,&quot;&quot;,function(t){t.style({&quot;stroke-width&quot;:&quot;1px&quot;})}),s=o.ensureSingle(e,&quot;text&quot;,&quot;&quot;,function(t){t.attr(&quot;data-notex&quot;,1)}),u=p.bgcolor||f.defaultLine,h=p.bordercolor||f.contrast(u),d=f.contrast(u);i.style({fill:u,stroke:h}),s.text(k).call(c.font,p.font.family||g,p.font.size||y,p.font.color||d).call(l.positionText,0,0).call(l.convertToTspans,r),e.attr(&quot;transform&quot;,&quot;&quot;);var v=s.node().getBoundingClientRect();if(&quot;x&quot;===a){s.attr(&quot;text-anchor&quot;,&quot;middle&quot;).call(l.positionText,0,&quot;top&quot;===x.side?S-v.bottom-w-A:S-v.top+w+A);var m=&quot;top&quot;===x.side?&quot;-&quot;:&quot;&quot;;i.attr(&quot;d&quot;,&quot;M0,0L&quot;+w+&quot;,&quot;+m+w+&quot;H&quot;+(A+v.width/2)+&quot;v&quot;+m+(2*A+v.height)+&quot;H-&quot;+(A+v.width/2)+&quot;V&quot;+m+w+&quot;H-&quot;+w+&quot;Z&quot;),e.attr(&quot;transform&quot;,&quot;translate(&quot;+(x._offset+(b.x0+b.x1)/2)+&quot;,&quot;+(_._offset+(&quot;top&quot;===x.side?0:_._length))+&quot;)&quot;)}else{s.attr(&quot;text-anchor&quot;,&quot;right&quot;===_.side?&quot;start&quot;:&quot;end&quot;).call(l.positionText,(&quot;right&quot;===_.side?1:-1)*(A+w),S-v.top-v.height/2);var M=&quot;right&quot;===_.side?&quot;&quot;:&quot;-&quot;;i.attr(&quot;d&quot;,&quot;M0,0L&quot;+M+w+&quot;,&quot;+w+&quot;V&quot;+(A+v.height/2)+&quot;h&quot;+M+(2*A+v.width)+&quot;V-&quot;+(A+v.height/2)+&quot;H&quot;+M+w+&quot;V-&quot;+w+&quot;Z&quot;),e.attr(&quot;transform&quot;,&quot;translate(&quot;+(x._offset+(&quot;right&quot;===_.side?x._length:0))+&quot;,&quot;+(_._offset+(b.y0+b.y1)/2)+&quot;)&quot;)}t=t.filter(function(t){return void 0!==t.zLabelVal||(t[T]||&quot;&quot;).split(&quot; &quot;)[0]===E})});var F=h.selectAll(&quot;g.hovertext&quot;).data(t,function(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa,t.ya||&quot;&quot;].join(&quot;,&quot;)});return F.enter().append(&quot;g&quot;).classed(&quot;hovertext&quot;,!0).each(function(){var t=n.select(this);t.append(&quot;rect&quot;).call(f.fill,f.addOpacity(u,.8)),t.append(&quot;text&quot;).classed(&quot;name&quot;,!0),t.append(&quot;path&quot;).style(&quot;stroke-width&quot;,&quot;1px&quot;),t.append(&quot;text&quot;).classed(&quot;nums&quot;,!0).call(c.font,g,y)}),F.exit().remove(),F.each(function(t){var e=n.select(this).attr(&quot;transform&quot;,&quot;&quot;),h=&quot;&quot;,d=&quot;&quot;,p=t.bgcolor||t.color,v=f.combine(f.opacity(p)?p:f.defaultLine,u),b=f.combine(f.opacity(t.color)?t.color:f.defaultLine,u),x=t.borderColor||f.contrast(v);void 0!==t.nameOverride&amp;&amp;(t.name=t.nameOverride),t.name&amp;&amp;(i.meta&amp;&amp;(t.name=o.templateString(t.name,{meta:i.meta})),h=l.plainText(t.name||&quot;&quot;,{len:t.nameLength,allowedTags:[&quot;br&quot;,&quot;sub&quot;,&quot;sup&quot;,&quot;b&quot;,&quot;i&quot;,&quot;em&quot;]})),void 0!==t.zLabel?(void 0!==t.xLabel&amp;&amp;(d+=&quot;x: &quot;+t.xLabel+&quot;&lt;br&gt;&quot;),void 0!==t.yLabel&amp;&amp;(d+=&quot;y: &quot;+t.yLabel+&quot;&lt;br&gt;&quot;),d+=(d?&quot;z: &quot;:&quot;&quot;)+t.zLabel):R&amp;&amp;t[a+&quot;Label&quot;]===k?d=t[(&quot;x&quot;===a?&quot;y&quot;:&quot;x&quot;)+&quot;Label&quot;]||&quot;&quot;:void 0===t.xLabel?void 0!==t.yLabel&amp;&amp;&quot;scattercarpet&quot;!==t.trace.type&amp;&amp;(d=t.yLabel):d=void 0===t.yLabel?t.xLabel:&quot;(&quot;+t.xLabel+&quot;, &quot;+t.yLabel+&quot;)&quot;,!t.text&amp;&amp;0!==t.text||Array.isArray(t.text)||(d+=(d?&quot;&lt;br&gt;&quot;:&quot;&quot;)+t.text),void 0!==t.extraText&amp;&amp;(d+=(d?&quot;&lt;br&gt;&quot;:&quot;&quot;)+t.extraText),&quot;&quot;!==d||t.hovertemplate||(&quot;&quot;===h&amp;&amp;e.remove(),d=h);var _=r._fullLayout._d3locale,T=t.hovertemplate||!1,E=t.hovertemplateLabels||t,L=t.eventData[0]||{};T&amp;&amp;(d=(d=o.hovertemplateString(T,E,_,L,{meta:i.meta})).replace(M,function(t,e){return h=e,&quot;&quot;}));var P=e.select(&quot;text.nums&quot;).call(c.font,t.fontFamily||g,t.fontSize||y,t.fontColor||x).text(d).attr(&quot;data-notex&quot;,1).call(l.positionText,0,0).call(l.convertToTspans,r),z=e.select(&quot;text.name&quot;),I=0,N=0;if(h&amp;&amp;h!==d){z.call(c.font,t.fontFamily||g,t.fontSize||y,b).text(h).attr(&quot;data-notex&quot;,1).call(l.positionText,0,0).call(l.convertToTspans,r);var D=z.node().getBoundingClientRect();I=D.width+2*A,N=D.height+2*A}else z.remove(),e.select(&quot;rect&quot;).remove();e.select(&quot;path&quot;).style({fill:v,stroke:x});var F,j,B=P.node().getBoundingClientRect(),U=t.xa._offset+(t.x0+t.x1)/2,V=t.ya._offset+(t.y0+t.y1)/2,H=Math.abs(t.x1-t.x0),q=Math.abs(t.y1-t.y0),G=B.width+w+A+I;if(t.ty0=S-B.top,t.bx=B.width+2*A,t.by=Math.max(B.height+2*A,N),t.anchor=&quot;start&quot;,t.txwidth=B.width,t.tx2width=I,t.offset=0,s)t.pos=U,F=V+q/2+G&lt;=O,j=V-q/2-G&gt;=0,&quot;top&quot;!==t.idealAlign&amp;&amp;F||!j?F?(V+=q/2,t.anchor=&quot;start&quot;):t.anchor=&quot;middle&quot;:(V-=q/2,t.anchor=&quot;end&quot;);else if(t.pos=V,F=U+H/2+G&lt;=C,j=U-H/2-G&gt;=0,&quot;left&quot;!==t.idealAlign&amp;&amp;F||!j)if(F)U+=H/2,t.anchor=&quot;start&quot;;else{t.anchor=&quot;middle&quot;;var X=G/2,W=U+X-C,Y=U-X;W&gt;0&amp;&amp;(U-=W),Y&lt;0&amp;&amp;(U+=-Y)}else U-=H/2,t.anchor=&quot;end&quot;;P.attr(&quot;text-anchor&quot;,t.anchor),I&amp;&amp;z.attr(&quot;text-anchor&quot;,t.anchor),e.attr(&quot;transform&quot;,&quot;translate(&quot;+U+&quot;,&quot;+V+&quot;)&quot;+(s?&quot;rotate(&quot;+m+&quot;)&quot;:&quot;&quot;))}),F}function k(t,e){t.each(function(t){var r=n.select(this);if(t.del)r.remove();else{var i=&quot;end&quot;===t.anchor?-1:1,a=r.select(&quot;text.nums&quot;),o={start:1,end:-1,middle:0}[t.anchor],s=o*(w+A),u=s+o*(t.txwidth+A),f=0,h=t.offset;&quot;middle&quot;===t.anchor&amp;&amp;(s-=t.tx2width/2,u+=t.txwidth/2+A),e&amp;&amp;(h*=-_,f=t.offset*x),r.select(&quot;path&quot;).attr(&quot;d&quot;,&quot;middle&quot;===t.anchor?&quot;M-&quot;+(t.bx/2+t.tx2width/2)+&quot;,&quot;+(h-t.by/2)+&quot;h&quot;+t.bx+&quot;v&quot;+t.by+&quot;h-&quot;+t.bx+&quot;Z&quot;:&quot;M0,0L&quot;+(i*w+f)+&quot;,&quot;+(w+h)+&quot;v&quot;+(t.by/2-w)+&quot;h&quot;+i*t.bx+&quot;v-&quot;+t.by+&quot;H&quot;+(i*w+f)+&quot;V&quot;+(h-w)+&quot;Z&quot;),a.call(l.positionText,s+f,h+t.ty0-t.by/2+A),t.tx2width&amp;&amp;(r.select(&quot;text.name&quot;).call(l.positionText,u+o*A+f,h+t.ty0-t.by/2+A),r.select(&quot;rect&quot;).call(c.setRect,u+(o-1)*t.tx2width/2+f,h-t.by/2-1,t.tx2width,t.by+2))}})}function E(t,e){var r=t.index,n=t.trace||{},i=t.cd[0],a=t.cd[r]||{},s=Array.isArray(r)?function(t,e){return o.castOption(i,r,t)||o.extractOption({},n,&quot;&quot;,e)}:function(t,e){return o.extractOption(a,n,t,e)};function l(e,r,n){var i=s(r,n);i&amp;&amp;(t[e]=i)}if(l(&quot;hoverinfo&quot;,&quot;hi&quot;,&quot;hoverinfo&quot;),l(&quot;bgcolor&quot;,&quot;hbg&quot;,&quot;hoverlabel.bgcolor&quot;),l(&quot;borderColor&quot;,&quot;hbc&quot;,&quot;hoverlabel.bordercolor&quot;),l(&quot;fontFamily&quot;,&quot;htf&quot;,&quot;hoverlabel.font.family&quot;),l(&quot;fontSize&quot;,&quot;hts&quot;,&quot;hoverlabel.font.size&quot;),l(&quot;fontColor&quot;,&quot;htc&quot;,&quot;hoverlabel.font.color&quot;),l(&quot;nameLength&quot;,&quot;hnl&quot;,&quot;hoverlabel.namelength&quot;),t.posref=&quot;y&quot;===e||&quot;closest&quot;===e&amp;&amp;&quot;h&quot;===n.orientation?t.xa._offset+(t.x0+t.x1)/2:t.ya._offset+(t.y0+t.y1)/2,t.x0=o.constrain(t.x0,0,t.xa._length),t.x1=o.constrain(t.x1,0,t.xa._length),t.y0=o.constrain(t.y0,0,t.ya._length),t.y1=o.constrain(t.y1,0,t.ya._length),void 0!==t.xLabelVal&amp;&amp;(t.xLabel=&quot;xLabel&quot;in t?t.xLabel:d.hoverLabelText(t.xa,t.xLabelVal),t.xVal=t.xa.c2d(t.xLabelVal)),void 0!==t.yLabelVal&amp;&amp;(t.yLabel=&quot;yLabel&quot;in t?t.yLabel:d.hoverLabelText(t.ya,t.yLabelVal),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&amp;&amp;void 0===t.zLabel&amp;&amp;(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||&quot;log&quot;===t.xa.type&amp;&amp;t.xerr&lt;=0)){var u=d.tickText(t.xa,t.xa.c2l(t.xerr),&quot;hover&quot;).text;void 0!==t.xerrneg?t.xLabel+=&quot; +&quot;+u+&quot; / -&quot;+d.tickText(t.xa,t.xa.c2l(t.xerrneg),&quot;hover&quot;).text:t.xLabel+=&quot; \\xb1 &quot;+u,&quot;x&quot;===e&amp;&amp;(t.distance+=1)}if(!(isNaN(t.yerr)||&quot;log&quot;===t.ya.type&amp;&amp;t.yerr&lt;=0)){var c=d.tickText(t.ya,t.ya.c2l(t.yerr),&quot;hover&quot;).text;void 0!==t.yerrneg?t.yLabel+=&quot; +&quot;+c+&quot; / -&quot;+d.tickText(t.ya,t.ya.c2l(t.yerrneg),&quot;hover&quot;).text:t.yLabel+=&quot; \\xb1 &quot;+c,&quot;y&quot;===e&amp;&amp;(t.distance+=1)}var f=t.hoverinfo||t.trace.hoverinfo;return f&amp;&amp;&quot;all&quot;!==f&amp;&amp;(-1===(f=Array.isArray(f)?f:f.split(&quot;+&quot;)).indexOf(&quot;x&quot;)&amp;&amp;(t.xLabel=void 0),-1===f.indexOf(&quot;y&quot;)&amp;&amp;(t.yLabel=void 0),-1===f.indexOf(&quot;z&quot;)&amp;&amp;(t.zLabel=void 0),-1===f.indexOf(&quot;text&quot;)&amp;&amp;(t.text=void 0),-1===f.indexOf(&quot;name&quot;)&amp;&amp;(t.name=void 0)),t}function L(t,e){var r,n,i=e.container,o=e.fullLayout,s=e.event,l=!!t.hLinePoint,u=!!t.vLinePoint;if(i.selectAll(&quot;.spikeline&quot;).remove(),u||l){var h=f.combine(o.plot_bgcolor,o.paper_bgcolor);if(l){var d,p,g=t.hLinePoint;r=g&amp;&amp;g.xa,&quot;cursor&quot;===(n=g&amp;&amp;g.ya).spikesnap?(d=s.pointerX,p=s.pointerY):(d=r._offset+g.x,p=n._offset+g.y);var v,m,y=a.readability(g.color,h)&lt;1.5?f.contrast(h):g.color,b=n.spikemode,x=n.spikethickness,_=n.spikecolor||y,w=n._boundingBox,A=(w.left+w.right)/2&lt;d?w.right:w.left;-1===b.indexOf(&quot;toaxis&quot;)&amp;&amp;-1===b.indexOf(&quot;across&quot;)||(-1!==b.indexOf(&quot;toaxis&quot;)&amp;&amp;(v=A,m=d),-1!==b.indexOf(&quot;across&quot;)&amp;&amp;(v=n._counterSpan[0],m=n._counterSpan[1]),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:v,x2:m,y1:p,y2:p,&quot;stroke-width&quot;:x,stroke:_,&quot;stroke-dasharray&quot;:c.dashStyle(n.spikedash,x)}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:v,x2:m,y1:p,y2:p,&quot;stroke-width&quot;:x+2,stroke:h}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0)),-1!==b.indexOf(&quot;marker&quot;)&amp;&amp;i.insert(&quot;circle&quot;,&quot;:first-child&quot;).attr({cx:A+(&quot;right&quot;!==n.side?x:-x),cy:p,r:x,fill:_}).classed(&quot;spikeline&quot;,!0)}if(u){var M,T,k=t.vLinePoint;r=k&amp;&amp;k.xa,n=k&amp;&amp;k.ya,&quot;cursor&quot;===r.spikesnap?(M=s.pointerX,T=s.pointerY):(M=r._offset+k.x,T=n._offset+k.y);var E,L,S=a.readability(k.color,h)&lt;1.5?f.contrast(h):k.color,C=r.spikemode,O=r.spikethickness,R=r.spikecolor||S,P=r._boundingBox,z=(P.top+P.bottom)/2&lt;T?P.bottom:P.top;-1===C.indexOf(&quot;toaxis&quot;)&amp;&amp;-1===C.indexOf(&quot;across&quot;)||(-1!==C.indexOf(&quot;toaxis&quot;)&amp;&amp;(E=z,L=T),-1!==C.indexOf(&quot;across&quot;)&amp;&amp;(E=r._counterSpan[0],L=r._counterSpan[1]),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:M,x2:M,y1:E,y2:L,&quot;stroke-width&quot;:O,stroke:R,&quot;stroke-dasharray&quot;:c.dashStyle(r.spikedash,O)}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:M,x2:M,y1:E,y2:L,&quot;stroke-width&quot;:O+2,stroke:h}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0)),-1!==C.indexOf(&quot;marker&quot;)&amp;&amp;i.insert(&quot;circle&quot;,&quot;:first-child&quot;).attr({cx:M,cy:z-(&quot;top&quot;!==r.side?O:-O),r:O,fill:R}).classed(&quot;spikeline&quot;,!0)}}}function S(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}},{&quot;../../lib&quot;:495,&quot;../../lib/events&quot;:487,&quot;../../lib/override_cursor&quot;:506,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:409,&quot;./helpers&quot;:411,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],413:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r,i){r(&quot;hoverlabel.bgcolor&quot;,(i=i||{}).bgcolor),r(&quot;hoverlabel.bordercolor&quot;,i.bordercolor),r(&quot;hoverlabel.namelength&quot;,i.namelength),n.coerceFont(r,&quot;hoverlabel.font&quot;,i.font)}},{&quot;../../lib&quot;:495}],414:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){t=t||{};(e=e||{}).description&amp;&amp;e.description;var r=e.keys||[];if(r.length&gt;0){for(var n=[],i=0;i&lt;r.length;i++)n[i]=&quot;`&quot;+r[i]+&quot;`&quot;;&quot;Finally, the template string has access to &quot;,1===r.length?&quot;variable &quot;+n[0]:&quot;variables &quot;+n.slice(0,-1).join(&quot;, &quot;)+&quot; and &quot;+n.slice(-1)+&quot;.&quot;}var a={valType:&quot;string&quot;,dflt:&quot;&quot;,editType:t.editType||&quot;none&quot;};return!1!==t.arrayOk&amp;&amp;(a.arrayOk=!0),a}},{}],415:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../dragelement&quot;),o=t(&quot;./helpers&quot;),s=t(&quot;./layout_attributes&quot;),l=t(&quot;./hover&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;fx&quot;,constants:t(&quot;./constants&quot;),schema:{layout:s},attributes:t(&quot;./attributes&quot;),layoutAttributes:s,supplyLayoutGlobalDefaults:t(&quot;./layout_global_defaults&quot;),supplyDefaults:t(&quot;./defaults&quot;),supplyLayoutDefaults:t(&quot;./layout_defaults&quot;),calc:t(&quot;./calc&quot;),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return i.castOption(t,e,&quot;hoverlabel.&quot;+r)},castHoverinfo:function(t,e,r){return i.castOption(t,r,&quot;hoverinfo&quot;,function(r){return i.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)})},hover:l.hover,unhover:a.unhover,loneHover:l.loneHover,multiHovers:l.multiHovers,loneUnhover:function(t){var e=i.isD3Selection(t)?t:n.select(t);e.selectAll(&quot;g.hovertext&quot;).remove(),e.selectAll(&quot;.spikeline&quot;).remove()},click:t(&quot;./click&quot;)}},{&quot;../../lib&quot;:495,&quot;../dragelement&quot;:394,&quot;./attributes&quot;:406,&quot;./calc&quot;:407,&quot;./click&quot;:408,&quot;./constants&quot;:409,&quot;./defaults&quot;:410,&quot;./helpers&quot;:411,&quot;./hover&quot;:412,&quot;./layout_attributes&quot;:416,&quot;./layout_defaults&quot;:417,&quot;./layout_global_defaults&quot;:418,d3:81}],416:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;),i=t(&quot;../../plots/font_attributes&quot;)({editType:&quot;none&quot;});i.family.dflt=n.HOVERFONT,i.size.dflt=n.HOVERFONTSIZE,e.exports={clickmode:{valType:&quot;flaglist&quot;,flags:[&quot;event&quot;,&quot;select&quot;],dflt:&quot;event&quot;,editType:&quot;plot&quot;,extras:[&quot;none&quot;]},dragmode:{valType:&quot;enumerated&quot;,values:[&quot;zoom&quot;,&quot;pan&quot;,&quot;select&quot;,&quot;lasso&quot;,&quot;orbit&quot;,&quot;turntable&quot;,!1],dflt:&quot;zoom&quot;,editType:&quot;modebar&quot;},hovermode:{valType:&quot;enumerated&quot;,values:[&quot;x&quot;,&quot;y&quot;,&quot;closest&quot;,!1],editType:&quot;modebar&quot;},hoverdistance:{valType:&quot;integer&quot;,min:-1,dflt:20,editType:&quot;none&quot;},spikedistance:{valType:&quot;integer&quot;,min:-1,dflt:20,editType:&quot;none&quot;},hoverlabel:{bgcolor:{valType:&quot;color&quot;,editType:&quot;none&quot;},bordercolor:{valType:&quot;color&quot;,editType:&quot;none&quot;},font:i,namelength:{valType:&quot;integer&quot;,min:-1,dflt:15,editType:&quot;none&quot;},editType:&quot;none&quot;},selectdirection:{valType:&quot;enumerated&quot;,values:[&quot;h&quot;,&quot;v&quot;,&quot;d&quot;,&quot;any&quot;],dflt:&quot;any&quot;,editType:&quot;none&quot;}}},{&quot;../../plots/font_attributes&quot;:567,&quot;./constants&quot;:409}],417:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;);e.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}var o,s=a(&quot;clickmode&quot;);&quot;select&quot;===a(&quot;dragmode&quot;)&amp;&amp;a(&quot;selectdirection&quot;),e._has(&quot;cartesian&quot;)?s.indexOf(&quot;select&quot;)&gt;-1?o=&quot;closest&quot;:(e._isHoriz=function(t,e){for(var r=e._scatterStackOpts||{},n=0;n&lt;t.length;n++){var i=t[n],a=i.xaxis+i.yaxis,o=r[a]||{},s=o[i.stackgroup]||{};if(&quot;h&quot;!==i.orientation&amp;&amp;&quot;h&quot;!==s.orientation)return!1}return!0}(r,e),o=e._isHoriz?&quot;y&quot;:&quot;x&quot;):o=&quot;closest&quot;,a(&quot;hovermode&quot;,o)&amp;&amp;(a(&quot;hoverdistance&quot;),a(&quot;spikedistance&quot;));var l=e._has(&quot;mapbox&quot;),u=e._has(&quot;geo&quot;),c=e._basePlotModules.length;&quot;zoom&quot;===e.dragmode&amp;&amp;((l||u)&amp;&amp;1===c||l&amp;&amp;u&amp;&amp;2===c)&amp;&amp;(e.dragmode=&quot;pan&quot;)}},{&quot;../../lib&quot;:495,&quot;./layout_attributes&quot;:416}],418:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./hoverlabel_defaults&quot;),a=t(&quot;./layout_attributes&quot;);e.exports=function(t,e){i(t,e,function(r,i){return n.coerce(t,e,a,r,i)})}},{&quot;../../lib&quot;:495,&quot;./hoverlabel_defaults&quot;:413,&quot;./layout_attributes&quot;:416}],419:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../lib/regex&quot;).counter,a=t(&quot;../../plots/domain&quot;).attributes,o=t(&quot;../../plots/cartesian/constants&quot;).idRegex,s=t(&quot;../../plot_api/plot_template&quot;),l={rows:{valType:&quot;integer&quot;,min:1,editType:&quot;plot&quot;},roworder:{valType:&quot;enumerated&quot;,values:[&quot;top to bottom&quot;,&quot;bottom to top&quot;],dflt:&quot;top to bottom&quot;,editType:&quot;plot&quot;},columns:{valType:&quot;integer&quot;,min:1,editType:&quot;plot&quot;},subplots:{valType:&quot;info_array&quot;,freeLength:!0,dimensions:2,items:{valType:&quot;enumerated&quot;,values:[i(&quot;xy&quot;).toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},xaxes:{valType:&quot;info_array&quot;,freeLength:!0,items:{valType:&quot;enumerated&quot;,values:[o.x.toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},yaxes:{valType:&quot;info_array&quot;,freeLength:!0,items:{valType:&quot;enumerated&quot;,values:[o.y.toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},pattern:{valType:&quot;enumerated&quot;,values:[&quot;independent&quot;,&quot;coupled&quot;],dflt:&quot;coupled&quot;,editType:&quot;plot&quot;},xgap:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},ygap:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},domain:a({name:&quot;grid&quot;,editType:&quot;plot&quot;,noGridCell:!0},{}),xside:{valType:&quot;enumerated&quot;,values:[&quot;bottom&quot;,&quot;bottom plot&quot;,&quot;top plot&quot;,&quot;top&quot;],dflt:&quot;bottom plot&quot;,editType:&quot;plot&quot;},yside:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;left plot&quot;,&quot;right plot&quot;,&quot;right&quot;],dflt:&quot;left plot&quot;,editType:&quot;plot&quot;},editType:&quot;plot&quot;};function u(t,e,r){var n=e[r+&quot;axes&quot;],i=Object.keys((t._splomAxes||{})[r]||{});return Array.isArray(n)?n:i.length?i:void 0}function c(t,e,r,n,i,a){var o=e(t+&quot;gap&quot;,r),s=e(&quot;domain.&quot;+t);e(t+&quot;side&quot;,n);for(var l=new Array(i),u=s[0],c=(s[1]-u)/(i-o),f=c*(1-o),h=0;h&lt;i;h++){var d=u+c*h;l[a?i-1-h:h]=[d,d+f]}return l}function f(t,e,r,n,i){var a,o=new Array(r);function s(t,r){-1!==e.indexOf(r)&amp;&amp;void 0===n[r]?(o[t]=r,n[r]=t):o[t]=&quot;&quot;}if(Array.isArray(t))for(a=0;a&lt;r;a++)s(a,t[a]);else for(s(0,i),a=1;a&lt;r;a++)s(a,i+(a+1));return o}e.exports={moduleType:&quot;component&quot;,name:&quot;grid&quot;,schema:{layout:{grid:l}},layoutAttributes:l,sizeDefaults:function(t,e){var r=t.grid||{},i=u(e,r,&quot;x&quot;),a=u(e,r,&quot;y&quot;);if(t.grid||i||a){var o,f,h=Array.isArray(r.subplots)&amp;&amp;Array.isArray(r.subplots[0]),d=Array.isArray(i),p=Array.isArray(a),g=d&amp;&amp;i!==r.xaxes&amp;&amp;p&amp;&amp;a!==r.yaxes;h?(o=r.subplots.length,f=r.subplots[0].length):(p&amp;&amp;(o=a.length),d&amp;&amp;(f=i.length));var v=s.newContainer(e,&quot;grid&quot;),m=M(&quot;rows&quot;,o),y=M(&quot;columns&quot;,f);if(m*y&gt;1){h||d||p||&quot;independent&quot;===M(&quot;pattern&quot;)&amp;&amp;(h=!0),v._hasSubplotGrid=h;var b,x,_=&quot;top to bottom&quot;===M(&quot;roworder&quot;),w=h?.2:.1,A=h?.3:.1;g&amp;&amp;e._splomGridDflt&amp;&amp;(b=e._splomGridDflt.xside,x=e._splomGridDflt.yside),v._domains={x:c(&quot;x&quot;,M,w,b,y),y:c(&quot;y&quot;,M,A,x,m,_)}}else delete e.grid}function M(t,e){return n.coerce(r,v,l,t,e)}},contentDefaults:function(t,e){var r=e.grid;if(r&amp;&amp;r._domains){var n,i,a,o,s,l,c,h=t.grid||{},d=e._subplots,p=r._hasSubplotGrid,g=r.rows,v=r.columns,m=&quot;independent&quot;===r.pattern,y=r._axisMap={};if(p){var b=h.subplots||[];l=r.subplots=new Array(g);var x=1;for(n=0;n&lt;g;n++){var _=l[n]=new Array(v),w=b[n]||[];for(i=0;i&lt;v;i++)if(m?(s=1===x?&quot;xy&quot;:&quot;x&quot;+x+&quot;y&quot;+x,x++):s=w[i],_[i]=&quot;&quot;,-1!==d.cartesian.indexOf(s)){if(c=s.indexOf(&quot;y&quot;),a=s.slice(0,c),o=s.slice(c),void 0!==y[a]&amp;&amp;y[a]!==i||void 0!==y[o]&amp;&amp;y[o]!==n)continue;_[i]=s,y[a]=i,y[o]=n}}}else{var A=u(e,h,&quot;x&quot;),M=u(e,h,&quot;y&quot;);r.xaxes=f(A,d.xaxis,v,y,&quot;x&quot;),r.yaxes=f(M,d.yaxis,g,y,&quot;y&quot;)}var T=r._anchors={},k=&quot;top to bottom&quot;===r.roworder;for(var E in y){var L,S,C,O=E.charAt(0),R=r[O+&quot;side&quot;];if(R.length&lt;8)T[E]=&quot;free&quot;;else if(&quot;x&quot;===O){if(&quot;t&quot;===R.charAt(0)===k?(L=0,S=1,C=g):(L=g-1,S=-1,C=-1),p){var P=y[E];for(n=L;n!==C;n+=S)if((s=l[n][P])&amp;&amp;(c=s.indexOf(&quot;y&quot;),s.slice(0,c)===E)){T[E]=s.slice(c);break}}else for(n=L;n!==C;n+=S)if(o=r.yaxes[n],-1!==d.cartesian.indexOf(E+o)){T[E]=o;break}}else if(&quot;l&quot;===R.charAt(0)?(L=0,S=1,C=v):(L=v-1,S=-1,C=-1),p){var z=y[E];for(n=L;n!==C;n+=S)if((s=l[z][n])&amp;&amp;(c=s.indexOf(&quot;y&quot;),s.slice(c)===E)){T[E]=s.slice(0,c);break}}else for(n=L;n!==C;n+=S)if(a=r.xaxes[n],-1!==d.cartesian.indexOf(a+E)){T[E]=a;break}}}}}},{&quot;../../lib&quot;:495,&quot;../../lib/regex&quot;:510,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../plots/domain&quot;:566}],420:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/constants&quot;),i=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=i(&quot;image&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;arraydraw&quot;},source:{valType:&quot;string&quot;,editType:&quot;arraydraw&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;below&quot;,&quot;above&quot;],dflt:&quot;above&quot;,editType:&quot;arraydraw&quot;},sizex:{valType:&quot;number&quot;,dflt:0,editType:&quot;arraydraw&quot;},sizey:{valType:&quot;number&quot;,dflt:0,editType:&quot;arraydraw&quot;},sizing:{valType:&quot;enumerated&quot;,values:[&quot;fill&quot;,&quot;contain&quot;,&quot;stretch&quot;],dflt:&quot;contain&quot;,editType:&quot;arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},x:{valType:&quot;any&quot;,dflt:0,editType:&quot;arraydraw&quot;},y:{valType:&quot;any&quot;,dflt:0,editType:&quot;arraydraw&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;arraydraw&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;,editType:&quot;arraydraw&quot;},xref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,n.idRegex.x.toString()],dflt:&quot;paper&quot;,editType:&quot;arraydraw&quot;},yref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,n.idRegex.y.toString()],dflt:&quot;paper&quot;,editType:&quot;arraydraw&quot;},editType:&quot;arraydraw&quot;})},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547}],421:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib/to_log_range&quot;);e.exports=function(t,e,r,a){e=e||{};var o=&quot;log&quot;===r&amp;&amp;&quot;linear&quot;===e.type,s=&quot;linear&quot;===r&amp;&amp;&quot;log&quot;===e.type;if(o||s)for(var l,u,c=t._fullLayout.images,f=e._id.charAt(0),h=0;h&lt;c.length;h++)if(u=&quot;images[&quot;+h+&quot;].&quot;,(l=c[h])[f+&quot;ref&quot;]===e._id){var d=l[f],p=l[&quot;size&quot;+f],g=null,v=null;if(o){g=i(d,e.range);var m=p/Math.pow(10,g)/2;v=2*Math.log(m+Math.sqrt(1+m*m))/Math.LN10}else v=(g=Math.pow(10,d))*(Math.pow(10,p/2)-Math.pow(10,-p/2));n(g)?n(v)||(v=null):(g=null,v=null),a(u+f,g),a(u+&quot;size&quot;+f,v)}}},{&quot;../../lib/to_log_range&quot;:520,&quot;fast-isnumeric&quot;:90}],422:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./attributes&quot;);function s(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var s=a(&quot;source&quot;);if(!a(&quot;visible&quot;,!!s))return e;a(&quot;layer&quot;),a(&quot;xanchor&quot;),a(&quot;yanchor&quot;),a(&quot;sizex&quot;),a(&quot;sizey&quot;),a(&quot;sizing&quot;),a(&quot;opacity&quot;);for(var l={_fullLayout:r},u=[&quot;x&quot;,&quot;y&quot;],c=0;c&lt;2;c++){var f=u[c],h=i.coerceRef(t,e,l,f,&quot;paper&quot;);if(&quot;paper&quot;!==h)i.getFromId(l,h)._imgIndices.push(e._index);i.coercePosition(e,l,a,h,f,0)}return e}e.exports=function(t,e){a(t,e,{name:&quot;images&quot;,handleItemDefaults:s})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:420}],423:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../drawing&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../constants/xmlns_namespaces&quot;);e.exports=function(t){var e,r,s=t._fullLayout,l=[],u={},c=[];for(r=0;r&lt;s.images.length;r++){var f=s.images[r];if(f.visible)if(&quot;below&quot;===f.layer&amp;&amp;&quot;paper&quot;!==f.xref&amp;&amp;&quot;paper&quot;!==f.yref){e=f.xref+f.yref;var h=s._plots[e];if(!h){c.push(f);continue}h.mainplot&amp;&amp;(e=h.mainplot.id),u[e]||(u[e]=[]),u[e].push(f)}else&quot;above&quot;===f.layer?l.push(f):c.push(f)}var d={x:{left:{sizing:&quot;xMin&quot;,offset:0},center:{sizing:&quot;xMid&quot;,offset:-.5},right:{sizing:&quot;xMax&quot;,offset:-1}},y:{top:{sizing:&quot;YMin&quot;,offset:0},middle:{sizing:&quot;YMid&quot;,offset:-.5},bottom:{sizing:&quot;YMax&quot;,offset:-1}}};function p(e){var r=n.select(this);if(!this.img||this.img.src!==e.source){r.attr(&quot;xmlns&quot;,o.svg);var i=new Promise(function(t){var n=new Image;function i(){r.remove(),t()}this.img=n,n.setAttribute(&quot;crossOrigin&quot;,&quot;anonymous&quot;),n.onerror=i,n.onload=function(){var e=document.createElement(&quot;canvas&quot;);e.width=this.width,e.height=this.height,e.getContext(&quot;2d&quot;).drawImage(this,0,0);var n=e.toDataURL(&quot;image/png&quot;);r.attr(&quot;xlink:href&quot;,n),t()},r.on(&quot;error&quot;,i),n.src=e.source}.bind(this));t._promises.push(i)}}function g(e){var r=n.select(this),o=a.getFromId(t,e.xref),l=a.getFromId(t,e.yref),u=s._size,c=o?Math.abs(o.l2p(e.sizex)-o.l2p(0)):e.sizex*u.w,f=l?Math.abs(l.l2p(e.sizey)-l.l2p(0)):e.sizey*u.h,h=c*d.x[e.xanchor].offset,p=f*d.y[e.yanchor].offset,g=d.x[e.xanchor].sizing+d.y[e.yanchor].sizing,v=(o?o.r2p(e.x)+o._offset:e.x*u.w+u.l)+h,m=(l?l.r2p(e.y)+l._offset:u.h-e.y*u.h+u.t)+p;switch(e.sizing){case&quot;fill&quot;:g+=&quot; slice&quot;;break;case&quot;stretch&quot;:g=&quot;none&quot;}r.attr({x:v,y:m,width:c,height:f,preserveAspectRatio:g,opacity:e.opacity});var y=(o?o._id:&quot;&quot;)+(l?l._id:&quot;&quot;);i.setClipUrl(r,y?&quot;clip&quot;+s._uid+y:null,t)}var v=s._imageLowerLayer.selectAll(&quot;image&quot;).data(c),m=s._imageUpperLayer.selectAll(&quot;image&quot;).data(l);v.enter().append(&quot;image&quot;),m.enter().append(&quot;image&quot;),v.exit().remove(),m.exit().remove(),v.each(function(t){p.bind(this)(t),g.bind(this)(t)}),m.each(function(t){p.bind(this)(t),g.bind(this)(t)});var y=Object.keys(s._plots);for(r=0;r&lt;y.length;r++){e=y[r];var b=s._plots[e];if(b.imagelayer){var x=b.imagelayer.selectAll(&quot;image&quot;).data(u[e]||[]);x.enter().append(&quot;image&quot;),x.exit().remove(),x.each(function(t){p.bind(this)(t),g.bind(this)(t)})}}}},{&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../plots/cartesian/axes&quot;:541,&quot;../drawing&quot;:397,d3:81}],424:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;images&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;images&quot;),draw:t(&quot;./draw&quot;),convertCoords:t(&quot;./convert_coords&quot;)}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:420,&quot;./convert_coords&quot;:421,&quot;./defaults&quot;:422,&quot;./draw&quot;:423}],425:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;);e.exports={bgcolor:{valType:&quot;color&quot;,editType:&quot;legend&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;legend&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;legend&quot;},font:n({editType:&quot;legend&quot;}),orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],dflt:&quot;v&quot;,editType:&quot;legend&quot;},traceorder:{valType:&quot;flaglist&quot;,flags:[&quot;reversed&quot;,&quot;grouped&quot;],extras:[&quot;normal&quot;],editType:&quot;legend&quot;},tracegroupgap:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;legend&quot;},x:{valType:&quot;number&quot;,min:-2,max:3,dflt:1.02,editType:&quot;legend&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;legend&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:1,editType:&quot;legend&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;auto&quot;,editType:&quot;legend&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},valign:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;,editType:&quot;legend&quot;},editType:&quot;legend&quot;}},{&quot;../../plots/font_attributes&quot;:567,&quot;../color/attributes&quot;:375}],426:[function(t,e,r){&quot;use strict&quot;;e.exports={scrollBarWidth:6,scrollBarMinHeight:20,scrollBarColor:&quot;#808BA4&quot;,scrollBarMargin:4,textOffsetX:40}},{}],427:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;../../plots/layout_attributes&quot;),l=t(&quot;./helpers&quot;);e.exports=function(t,e,r){for(var u,c,f,h,d=t.legend||{},p=0,g=!1,v=&quot;normal&quot;,m=0;m&lt;r.length;m++){var y=r[m];y.visible&amp;&amp;((y.showlegend||y._dfltShowLegend)&amp;&amp;(p++,y.showlegend&amp;&amp;(g=!0,(n.traceIs(y,&quot;pie&quot;)||!0===y._input.showlegend)&amp;&amp;p++)),(n.traceIs(y,&quot;bar&quot;)&amp;&amp;&quot;stack&quot;===e.barmode||-1!==[&quot;tonextx&quot;,&quot;tonexty&quot;].indexOf(y.fill))&amp;&amp;(v=l.isGrouped({traceorder:v})?&quot;grouped+reversed&quot;:&quot;reversed&quot;),void 0!==y.legendgroup&amp;&amp;&quot;&quot;!==y.legendgroup&amp;&amp;(v=l.isReversed({traceorder:v})?&quot;reversed+grouped&quot;:&quot;grouped&quot;))}var b=i.coerce(t,e,s,&quot;showlegend&quot;,g&amp;&amp;p&gt;1);if(!1!==b||d.uirevision){var x=a.newContainer(e,&quot;legend&quot;);if(w(&quot;uirevision&quot;,e.uirevision),!1!==b){if(w(&quot;bgcolor&quot;,e.paper_bgcolor),w(&quot;bordercolor&quot;),w(&quot;borderwidth&quot;),i.coerceFont(w,&quot;font&quot;,e.font),w(&quot;orientation&quot;),&quot;h&quot;===x.orientation){var _=t.xaxis;n.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(_)?(u=0,f=&quot;left&quot;,c=1.1,h=&quot;bottom&quot;):(u=0,f=&quot;left&quot;,c=-.1,h=&quot;top&quot;)}w(&quot;traceorder&quot;,v),l.isGrouped(e.legend)&amp;&amp;w(&quot;tracegroupgap&quot;),w(&quot;x&quot;,u),w(&quot;xanchor&quot;,f),w(&quot;y&quot;,c),w(&quot;yanchor&quot;,h),w(&quot;valign&quot;),i.noneOrAll(d,x,[&quot;x&quot;,&quot;y&quot;])}}function w(t,e){return i.coerce(d,x,o,t,e)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/layout_attributes&quot;:582,&quot;../../registry&quot;:592,&quot;./attributes&quot;:425,&quot;./helpers&quot;:431}],428:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib/events&quot;),l=t(&quot;../dragelement&quot;),u=t(&quot;../drawing&quot;),c=t(&quot;../color&quot;),f=t(&quot;../../lib/svg_text_utils&quot;),h=t(&quot;./handle_click&quot;),d=t(&quot;./constants&quot;),p=t(&quot;../../constants/interactions&quot;),g=t(&quot;../../constants/alignment&quot;),v=g.LINE_SPACING,m=g.FROM_TL,y=g.FROM_BR,b=t(&quot;./get_legend_data&quot;),x=t(&quot;./style&quot;),_=t(&quot;./helpers&quot;),w=p.DBLCLICKDELAY;function A(t,e,r,n,i){var a=r.data()[0][0].trace,o={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&amp;&amp;(o.group=a._group),&quot;pie&quot;===a.type&amp;&amp;(o.label=r.datum()[0].label),!1!==s.triggerHandler(t,&quot;plotly_legendclick&quot;,o))if(1===n)e._clickTimeout=setTimeout(function(){h(r,t,n)},w);else if(2===n){e._clickTimeout&amp;&amp;clearTimeout(e._clickTimeout),t._legendMouseDownTime=0,!1!==s.triggerHandler(t,&quot;plotly_legenddoubleclick&quot;,o)&amp;&amp;h(r,t,n)}}function M(t,e,r){var n=t.data()[0][0],a=e._fullLayout,s=n.trace,l=o.traceIs(s,&quot;pie&quot;),c=s.index,h=e._context.edits.legendText&amp;&amp;!l,p=l?n.label:s.name;a.meta&amp;&amp;(p=i.templateString(p,{meta:a.meta}));var g=i.ensureSingle(t,&quot;text&quot;,&quot;legendtext&quot;);function m(r){f.convertToTspans(r,e,function(){!function(t,e){var r=t.data()[0][0];if(!r.trace.showlegend)return void t.remove();var n,i,a=t.select(&quot;g[class*=math-group]&quot;),o=a.node(),s=e._fullLayout.legend.font.size*v;if(o){var l=u.bBox(o);n=l.height,i=l.width,u.setTranslate(a,0,n/4)}else{var c=t.select(&quot;.legendtext&quot;),h=f.lineCount(c),p=c.node();n=s*h,i=p?u.bBox(p).width:0;var g=s*(.3+(1-h)/2);f.positionText(c,d.textOffsetX,g)}r.lineHeight=s,r.height=Math.max(n,16)+3,r.width=i}(t,e)})}g.attr(&quot;text-anchor&quot;,&quot;start&quot;).classed(&quot;user-select-none&quot;,!0).call(u.font,a.legend.font).text(h?T(p,r):p),f.positionText(g,d.textOffsetX,0),h?g.call(f.makeEditable,{gd:e,text:p}).call(m).on(&quot;edit&quot;,function(t){this.text(T(t,r)).call(m);var a=n.trace._fullInput||{},s={};if(o.hasTransform(a,&quot;groupby&quot;)){var l=o.getTransformIndices(a,&quot;groupby&quot;),u=l[l.length-1],f=i.keyedContainer(a,&quot;transforms[&quot;+u+&quot;].styles&quot;,&quot;target&quot;,&quot;value.name&quot;);f.set(n.trace._group,t),s=f.constructUpdate()}else s.name=t;return o.call(&quot;_guiRestyle&quot;,e,s,c)}):m(g)}function T(t,e){var r=Math.max(4,e);if(t&amp;&amp;t.trim().length&gt;=r/2)return t;for(var n=r-(t=t||&quot;&quot;).length;n&gt;0;n--)t+=&quot; &quot;;return t}function k(t,e){var r,a=1,o=i.ensureSingle(t,&quot;rect&quot;,&quot;legendtoggle&quot;,function(t){t.style(&quot;cursor&quot;,&quot;pointer&quot;).attr(&quot;pointer-events&quot;,&quot;all&quot;).call(c.fill,&quot;rgba(0,0,0,0)&quot;)});o.on(&quot;mousedown&quot;,function(){(r=(new Date).getTime())-e._legendMouseDownTime&lt;w?a+=1:(a=1,e._legendMouseDownTime=r)}),o.on(&quot;mouseup&quot;,function(){if(!e._dragged&amp;&amp;!e._editing){var r=e._fullLayout.legend;(new Date).getTime()-e._legendMouseDownTime&gt;w&amp;&amp;(a=Math.max(a-1,1)),A(e,r,t,a,n.event)}})}function E(t,e,r){var a=t._fullLayout,o=a.legend,s=o.borderwidth,l=_.isGrouped(o),c=0;if(o._width=0,o._height=0,_.isVertical(o))l&amp;&amp;e.each(function(t,e){u.setTranslate(this,0,e*o.tracegroupgap)}),r.each(function(t){var e=t[0],r=e.height,n=e.width;u.setTranslate(this,s,5+s+o._height+r/2),o._height+=r,o._width=Math.max(o._width,n)}),o._width+=45+2*s,o._height+=10+2*s,l&amp;&amp;(o._height+=(o._lgroupsLength-1)*o.tracegroupgap),c=40;else if(l){var f,h=0,d=0,p=e.data(),g=0;for(f=0;f&lt;p.length;f++){var v=p[f],m=v.map(function(t){return t[0].width}),y=i.aggNums(Math.max,null,m),b=v.reduce(function(t,e){return t+e[0].height},0);d=Math.max(d,y),h=Math.max(h,b),g=Math.max(g,v.length)}d+=5,d+=40;var x=[o._width],w=[],A=0;for(f=0;f&lt;p.length;f++){a._size.w&lt;s+o._width+5+d?(x[x.length-1]=x[0],o._width=d,A++):o._width+=d+s;var M=A*h;M+=A&gt;0?o.tracegroupgap:0,w.push(M),x.push(o._width)}e.each(function(t,e){u.setTranslate(this,x[e],w[e])}),e.each(function(){var t=n.select(this).selectAll(&quot;g.traces&quot;),e=0;t.each(function(t){var r=t[0].height;u.setTranslate(this,0,5+s+e+r/2),e+=r})});var T=w[w.length-1]+h;o._height=10+2*s+T;var k=Math.max.apply(null,x);o._width=k+d+40,o._width+=2*s}else{var E=0,L=0,S=0,C=0,O=0;r.each(function(t){S=Math.max(40+t[0].width,S),O+=40+t[0].width+5});var R=a._size.w&gt;s+O-5;r.each(function(t){var e=t[0],r=R?40+t[0].width:S;s+C+5+r&gt;a._size.w&amp;&amp;(C=0,E+=L,o._height+=L,L=0),u.setTranslate(this,s+C,5+s+e.height/2+E),o._width+=5+r,C+=5+r,L=Math.max(e.height,L)}),R?o._height=L:o._height+=L,o._width+=2*s,o._height+=10+2*s}o._width=Math.ceil(o._width),o._height=Math.ceil(o._height);var P=t._context.edits.legendText||t._context.edits.legendPosition;r.each(function(t){var e=t[0],r=n.select(this).select(&quot;.legendtoggle&quot;);u.setRect(r,0,-e.height/2,(P?0:o._width)+c,e.height)})}function L(t){var e=t._fullLayout.legend,r=&quot;left&quot;;i.isRightAnchor(e)?r=&quot;right&quot;:i.isCenterAnchor(e)&amp;&amp;(r=&quot;center&quot;);var n=&quot;top&quot;;i.isBottomAnchor(e)?n=&quot;bottom&quot;:i.isMiddleAnchor(e)&amp;&amp;(n=&quot;middle&quot;),a.autoMargin(t,&quot;legend&quot;,{x:e.x,y:e.y,l:e._width*m[r],r:e._width*y[r],b:e._height*y[n],t:e._height*m[n]})}e.exports=function(t){var e=t._fullLayout,r=&quot;legend&quot;+e._uid;if(e._infolayer&amp;&amp;t.calcdata){t._legendMouseDownTime||(t._legendMouseDownTime=0);var s=e.legend,f=e.showlegend&amp;&amp;b(t.calcdata,s),h=e.hiddenlabels||[];if(!e.showlegend||!f.length)return e._infolayer.selectAll(&quot;.legend&quot;).remove(),e._topdefs.select(&quot;#&quot;+r).remove(),void a.autoMargin(t,&quot;legend&quot;);for(var p=0,g=0;g&lt;f.length;g++)for(var v=0;v&lt;f[g].length;v++){var _=f[g][v][0],w=_.trace,T=o.traceIs(w,&quot;pie&quot;)?_.label:w.name;p=Math.max(p,T&amp;&amp;T.length||0)}var S=!1,C=i.ensureSingle(e._infolayer,&quot;g&quot;,&quot;legend&quot;,function(t){t.attr(&quot;pointer-events&quot;,&quot;all&quot;),S=!0}),O=i.ensureSingleById(e._topdefs,&quot;clipPath&quot;,r,function(t){t.append(&quot;rect&quot;)}),R=i.ensureSingle(C,&quot;rect&quot;,&quot;bg&quot;,function(t){t.attr(&quot;shape-rendering&quot;,&quot;crispEdges&quot;)});R.call(c.stroke,s.bordercolor).call(c.fill,s.bgcolor).style(&quot;stroke-width&quot;,s.borderwidth+&quot;px&quot;);var P=i.ensureSingle(C,&quot;g&quot;,&quot;scrollbox&quot;),z=i.ensureSingle(C,&quot;rect&quot;,&quot;scrollbar&quot;,function(t){t.attr({rx:20,ry:3,width:0,height:0}).call(c.fill,&quot;#808BA4&quot;)}),I=P.selectAll(&quot;g.groups&quot;).data(f);I.enter().append(&quot;g&quot;).attr(&quot;class&quot;,&quot;groups&quot;),I.exit().remove();var N=I.selectAll(&quot;g.traces&quot;).data(i.identity);N.enter().append(&quot;g&quot;).attr(&quot;class&quot;,&quot;traces&quot;),N.exit().remove(),N.style(&quot;opacity&quot;,function(t){var e=t[0].trace;return o.traceIs(e,&quot;pie&quot;)?-1!==h.indexOf(t[0].label)?.5:1:&quot;legendonly&quot;===e.visible?.5:1}).each(function(){n.select(this).call(M,t,p)}).call(x,t).each(function(){n.select(this).call(k,t)}),i.syncOrAsync([a.previousPromises,function(){S&amp;&amp;(E(t,I,N),L(t));var c=e.width,f=e.height;E(t,I,N),s._height&gt;f?function(t){var e=t._fullLayout.legend,r=&quot;left&quot;;i.isRightAnchor(e)?r=&quot;right&quot;:i.isCenterAnchor(e)&amp;&amp;(r=&quot;center&quot;);a.autoMargin(t,&quot;legend&quot;,{x:e.x,y:.5,l:e._width*m[r],r:e._width*y[r],b:0,t:0})}(t):L(t);var h=e._size,p=h.l+h.w*s.x,g=h.t+h.h*(1-s.y);i.isRightAnchor(s)?p-=s._width:i.isCenterAnchor(s)&amp;&amp;(p-=s._width/2),i.isBottomAnchor(s)?g-=s._height:i.isMiddleAnchor(s)&amp;&amp;(g-=s._height/2);var v=s._width,b=h.w;v&gt;b?(p=h.l,v=b):(p+v&gt;c&amp;&amp;(p=c-v),p&lt;0&amp;&amp;(p=0),v=Math.min(c-p,s._width));var x,_,w,M,T=s._height,k=h.h;if(T&gt;k?(g=h.t,T=k):(g+T&gt;f&amp;&amp;(g=f-T),g&lt;0&amp;&amp;(g=0),T=Math.min(f-g,s._height)),u.setTranslate(C,p,g),z.on(&quot;.drag&quot;,null),C.on(&quot;wheel&quot;,null),s._height&lt;=T||t._context.staticPlot)R.attr({width:v-s.borderwidth,height:T-s.borderwidth,x:s.borderwidth/2,y:s.borderwidth/2}),u.setTranslate(P,0,0),O.select(&quot;rect&quot;).attr({width:v-2*s.borderwidth,height:T-2*s.borderwidth,x:s.borderwidth,y:s.borderwidth}),u.setClipUrl(P,r,t),u.setRect(z,0,0,0,0),delete s._scrollY;else{var D,F,j=Math.max(d.scrollBarMinHeight,T*T/s._height),B=T-j-2*d.scrollBarMargin,U=s._height-T,V=B/U,H=Math.min(s._scrollY||0,U);R.attr({width:v-2*s.borderwidth+d.scrollBarWidth+d.scrollBarMargin,height:T-s.borderwidth,x:s.borderwidth/2,y:s.borderwidth/2}),O.select(&quot;rect&quot;).attr({width:v-2*s.borderwidth+d.scrollBarWidth+d.scrollBarMargin,height:T-2*s.borderwidth,x:s.borderwidth,y:s.borderwidth+H}),u.setClipUrl(P,r,t),G(H,j,V),C.on(&quot;wheel&quot;,function(){G(H=i.constrain(s._scrollY+n.event.deltaY/B*U,0,U),j,V),0!==H&amp;&amp;H!==U&amp;&amp;n.event.preventDefault()});var q=n.behavior.drag().on(&quot;dragstart&quot;,function(){D=n.event.sourceEvent.clientY,F=H}).on(&quot;drag&quot;,function(){var t=n.event.sourceEvent;2===t.buttons||t.ctrlKey||G(H=i.constrain((t.clientY-D)/V+F,0,U),j,V)});z.call(q)}function G(e,r,n){s._scrollY=t._fullLayout.legend._scrollY=e,u.setTranslate(P,0,-e),u.setRect(z,v,d.scrollBarMargin+e*n,d.scrollBarWidth,r),O.select(&quot;rect&quot;).attr({y:s.borderwidth+e})}t._context.edits.legendPosition&amp;&amp;(C.classed(&quot;cursor-move&quot;,!0),l.init({element:C.node(),gd:t,prepFn:function(){var t=u.getTranslate(C);w=t.x,M=t.y},moveFn:function(t,e){var r=w+t,n=M+e;u.setTranslate(C,r,n),x=l.align(r,0,h.l,h.l+h.w,s.xanchor),_=l.align(n,0,h.t+h.h,h.t,s.yanchor)},doneFn:function(){void 0!==x&amp;&amp;void 0!==_&amp;&amp;o.call(&quot;_guiRelayout&quot;,t,{&quot;legend.x&quot;:x,&quot;legend.y&quot;:_})},clickFn:function(r,n){var i=e._infolayer.selectAll(&quot;g.traces&quot;).filter(function(){var t=this.getBoundingClientRect();return n.clientX&gt;=t.left&amp;&amp;n.clientX&lt;=t.right&amp;&amp;n.clientY&gt;=t.top&amp;&amp;n.clientY&lt;=t.bottom});i.size()&gt;0&amp;&amp;A(t,C,i,r,n)}}))}],t)}}},{&quot;../../constants/alignment&quot;:471,&quot;../../constants/interactions&quot;:474,&quot;../../lib&quot;:495,&quot;../../lib/events&quot;:487,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:426,&quot;./get_legend_data&quot;:429,&quot;./handle_click&quot;:430,&quot;./helpers&quot;:431,&quot;./style&quot;:433,d3:81}],429:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./helpers&quot;);e.exports=function(t,e){var r,a,o={},s=[],l=!1,u={},c=0;function f(t,r){if(&quot;&quot;!==t&amp;&amp;i.isGrouped(e))-1===s.indexOf(t)?(s.push(t),l=!0,o[t]=[[r]]):o[t].push([r]);else{var n=&quot;~~i&quot;+c;s.push(n),o[n]=[[r]],c++}}for(r=0;r&lt;t.length;r++){var h=t[r],d=h[0],p=d.trace,g=p.legendgroup;if(p.visible&amp;&amp;p.showlegend)if(n.traceIs(p,&quot;pie&quot;))for(u[g]||(u[g]={}),a=0;a&lt;h.length;a++){var v=h[a].label;u[g][v]||(f(g,{label:v,color:h[a].color,i:h[a].i,trace:p,pts:h[a].pts}),u[g][v]=!0)}else f(g,d)}if(!s.length)return[];var m,y,b=s.length;if(l&amp;&amp;i.isGrouped(e))for(y=new Array(b),r=0;r&lt;b;r++)m=o[s[r]],y[r]=i.isReversed(e)?m.reverse():m;else{for(y=[new Array(b)],r=0;r&lt;b;r++)m=o[s[r]][0],y[0][i.isReversed(e)?b-r-1:r]=m;b=1}return e._lgroupsLength=b,y}},{&quot;../../registry&quot;:592,&quot;./helpers&quot;:431}],430:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=!0;e.exports=function(t,e,r){if(!e._dragged&amp;&amp;!e._editing){var o,s,l,u,c,f=e._fullLayout.hiddenlabels?e._fullLayout.hiddenlabels.slice():[],h=t.data()[0][0],d=e._fullData,p=h.trace,g=p.legendgroup,v={},m=[],y=[],b=[];if(1===r&amp;&amp;a&amp;&amp;e.data&amp;&amp;e._context.showTips?(n.notifier(n._(e,&quot;Double-click on legend to isolate one trace&quot;),&quot;long&quot;),a=!1):a=!1,i.traceIs(p,&quot;pie&quot;)){var x=h.label,_=f.indexOf(x);1===r?-1===_?f.push(x):f.splice(_,1):2===r&amp;&amp;(f=[],e.calcdata[0].forEach(function(t){x!==t.label&amp;&amp;f.push(t.label)}),e._fullLayout.hiddenlabels&amp;&amp;e._fullLayout.hiddenlabels.length===f.length&amp;&amp;-1===_&amp;&amp;(f=[])),i.call(&quot;_guiRelayout&quot;,e,&quot;hiddenlabels&quot;,f)}else{var w,A=g&amp;&amp;g.length,M=[];if(A)for(o=0;o&lt;d.length;o++)(w=d[o]).visible&amp;&amp;w.legendgroup===g&amp;&amp;M.push(o);if(1===r){var T;switch(p.visible){case!0:T=&quot;legendonly&quot;;break;case!1:T=!1;break;case&quot;legendonly&quot;:T=!0}if(A)for(o=0;o&lt;d.length;o++)!1!==d[o].visible&amp;&amp;d[o].legendgroup===g&amp;&amp;R(d[o],T);else R(p,T)}else if(2===r){var k,E,L=!0;for(o=0;o&lt;d.length;o++)if(!(d[o]===p)&amp;&amp;!(k=A&amp;&amp;d[o].legendgroup===g)&amp;&amp;!0===d[o].visible&amp;&amp;!i.traceIs(d[o],&quot;notLegendIsolatable&quot;)){L=!1;break}for(o=0;o&lt;d.length;o++)if(!1!==d[o].visible&amp;&amp;!i.traceIs(d[o],&quot;notLegendIsolatable&quot;))switch(p.visible){case&quot;legendonly&quot;:R(d[o],!0);break;case!0:E=!!L||&quot;legendonly&quot;,k=d[o]===p||A&amp;&amp;d[o].legendgroup===g,R(d[o],!!k||E)}}for(o=0;o&lt;y.length;o++)if(l=y[o]){var S=l.constructUpdate(),C=Object.keys(S);for(s=0;s&lt;C.length;s++)u=C[s],(v[u]=v[u]||[])[b[o]]=S[u]}for(c=Object.keys(v),o=0;o&lt;c.length;o++)for(u=c[o],s=0;s&lt;m.length;s++)v[u].hasOwnProperty(s)||(v[u][s]=void 0);i.call(&quot;_guiRestyle&quot;,e,v,m)}}function O(t,e,r){var n=m.indexOf(t),i=v[e];return i||(i=v[e]=[]),-1===m.indexOf(t)&amp;&amp;(m.push(t),n=m.length-1),i[n]=r,n}function R(t,e){var r=t._fullInput;if(i.hasTransform(r,&quot;groupby&quot;)){var a=y[r.index];if(!a){var o=i.getTransformIndices(r,&quot;groupby&quot;),s=o[o.length-1];a=n.keyedContainer(r,&quot;transforms[&quot;+s+&quot;].styles&quot;,&quot;target&quot;,&quot;value.visible&quot;),y[r.index]=a}var l=a.get(t._group);void 0===l&amp;&amp;(l=!0),!1!==l&amp;&amp;a.set(t._group,e),b[r.index]=O(r.index,&quot;visible&quot;,!1!==r.visible)}else{var u=!1!==r.visible&amp;&amp;e;O(r.index,&quot;visible&quot;,u)}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],431:[function(t,e,r){&quot;use strict&quot;;r.isGrouped=function(t){return-1!==(t.traceorder||&quot;&quot;).indexOf(&quot;grouped&quot;)},r.isVertical=function(t){return&quot;h&quot;!==t.orientation},r.isReversed=function(t){return-1!==(t.traceorder||&quot;&quot;).indexOf(&quot;reversed&quot;)}},{}],432:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;legend&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;),style:t(&quot;./style&quot;)}},{&quot;./attributes&quot;:425,&quot;./defaults&quot;:427,&quot;./draw&quot;:428,&quot;./style&quot;:433}],433:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../color&quot;),l=t(&quot;../../traces/scatter/subtypes&quot;),u=t(&quot;../../traces/pie/style_one&quot;);e.exports=function(t,e){t.each(function(t){var r=n.select(this),i=a.ensureSingle(r,&quot;g&quot;,&quot;layers&quot;);i.style(&quot;opacity&quot;,t[0].trace.opacity);var o=e._fullLayout.legend.valign,s=t[0].lineHeight,l=t[0].height;if(&quot;middle&quot;!==o&amp;&amp;s&amp;&amp;l){var u={top:1,bottom:-1}[o]*(.5*(s-l+3));i.attr(&quot;transform&quot;,&quot;translate(0,&quot;+u+&quot;)&quot;)}else i.attr(&quot;transform&quot;,null);i.selectAll(&quot;g.legendfill&quot;).data([t]).enter().append(&quot;g&quot;).classed(&quot;legendfill&quot;,!0),i.selectAll(&quot;g.legendlines&quot;).data([t]).enter().append(&quot;g&quot;).classed(&quot;legendlines&quot;,!0);var c=i.selectAll(&quot;g.legendsymbols&quot;).data([t]);c.enter().append(&quot;g&quot;).classed(&quot;legendsymbols&quot;,!0),c.selectAll(&quot;g.legendpoints&quot;).data([t]).enter().append(&quot;g&quot;).classed(&quot;legendpoints&quot;,!0)}).each(function(t){var e=t[0].trace,r=[];&quot;waterfall&quot;===e.type&amp;&amp;e.visible&amp;&amp;(r=t[0].hasTotals?[[&quot;increasing&quot;,&quot;M-6,-6V6H0Z&quot;],[&quot;totals&quot;,&quot;M6,6H0L-6,-6H-0Z&quot;],[&quot;decreasing&quot;,&quot;M6,6V-6H0Z&quot;]]:[[&quot;increasing&quot;,&quot;M-6,-6V6H6Z&quot;],[&quot;decreasing&quot;,&quot;M6,6V-6H-6Z&quot;]]);var i=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendwaterfall&quot;).data(r);i.enter().append(&quot;path&quot;).classed(&quot;legendwaterfall&quot;,!0).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),i.exit().remove(),i.each(function(t){var r=n.select(this),i=e[t[0]].marker;r.attr(&quot;d&quot;,t[1]).style(&quot;stroke-width&quot;,i.line.width+&quot;px&quot;).call(s.fill,i.color),i.line.width&amp;&amp;r.call(s.stroke,i.line.color)})}).each(function(t){var e=t[0].trace,r=e.marker||{},a=r.line||{},o=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendbar&quot;).data(i.traceIs(e,&quot;bar&quot;)?[t]:[]);o.enter().append(&quot;path&quot;).classed(&quot;legendbar&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),o.exit().remove(),o.each(function(t){var e=n.select(this),i=t[0],o=(i.mlw+1||a.width+1)-1;e.style(&quot;stroke-width&quot;,o+&quot;px&quot;).call(s.fill,i.mc||r.color),o&amp;&amp;e.call(s.stroke,i.mlc||a.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendbox&quot;).data(i.traceIs(e,&quot;box-violin&quot;)&amp;&amp;e.visible?[t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendbox&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),r.exit().remove(),r.each(function(){var t=e.line.width,r=n.select(this);r.style(&quot;stroke-width&quot;,t+&quot;px&quot;).call(s.fill,e.fillcolor),t&amp;&amp;s.stroke(r,e.line.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendpie&quot;).data(i.traceIs(e,&quot;pie&quot;)&amp;&amp;e.visible?[t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendpie&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),r.exit().remove(),r.size()&amp;&amp;r.call(u,t[0],e)}).each(function(t){var r=t[0].trace,i=r.visible&amp;&amp;r.fill&amp;&amp;&quot;none&quot;!==r.fill,a=l.hasLines(r),s=r.contours,u=!1,c=!1;if(s){var f=s.coloring;&quot;lines&quot;===f?u=!0:a=&quot;none&quot;===f||&quot;heatmap&quot;===f||s.showlines,&quot;constraint&quot;===s.type?i=&quot;=&quot;!==s._operation:&quot;fill&quot;!==f&amp;&amp;&quot;heatmap&quot;!==f||(c=!0)}var h=l.hasMarkers(r)||l.hasText(r),d=i||c,p=a||u,g=h||!d?&quot;M5,0&quot;:p?&quot;M5,-2&quot;:&quot;M5,-3&quot;,v=n.select(this),m=v.select(&quot;.legendfill&quot;).selectAll(&quot;path&quot;).data(i||c?[t]:[]);m.enter().append(&quot;path&quot;).classed(&quot;js-fill&quot;,!0),m.exit().remove(),m.attr(&quot;d&quot;,g+&quot;h30v6h-30z&quot;).call(i?o.fillGroupStyle:function(t){if(t.size()){var n=&quot;legendfill-&quot;+r.uid;o.gradient(t,e,n,&quot;horizontalreversed&quot;,r.colorscale,&quot;fill&quot;)}});var y=v.select(&quot;.legendlines&quot;).selectAll(&quot;path&quot;).data(a||u?[t]:[]);y.enter().append(&quot;path&quot;).classed(&quot;js-line&quot;,!0),y.exit().remove(),y.attr(&quot;d&quot;,g+(u?&quot;l30,0.0001&quot;:&quot;h30&quot;)).call(a?o.lineGroupStyle:function(t){if(t.size()){var n=&quot;legendline-&quot;+r.uid;o.lineGroupStyle(t),o.gradient(t,e,n,&quot;horizontalreversed&quot;,r.colorscale,&quot;stroke&quot;)}})}).each(function(t){var r,i,s=t[0],u=s.trace,c=l.hasMarkers(u),f=l.hasText(u),h=l.hasLines(u);function d(t,e,r){var n=a.nestedProperty(u,t).get(),i=a.isArrayOrTypedArray(n)&amp;&amp;e?e(n):n;if(r){if(i&lt;r[0])return r[0];if(i&gt;r[1])return r[1]}return i}function p(t){return t[0]}if(c||f||h){var g={},v={};if(c){g.mc=d(&quot;marker.color&quot;,p),g.mx=d(&quot;marker.symbol&quot;,p),g.mo=d(&quot;marker.opacity&quot;,a.mean,[.2,1]),g.mlc=d(&quot;marker.line.color&quot;,p),g.mlw=d(&quot;marker.line.width&quot;,a.mean,[0,5]),v.marker={sizeref:1,sizemin:1,sizemode:&quot;diameter&quot;};var m=d(&quot;marker.size&quot;,a.mean,[2,16]);g.ms=m,v.marker.size=m}h&amp;&amp;(v.line={width:d(&quot;line.width&quot;,p,[0,10])}),f&amp;&amp;(g.tx=&quot;Aa&quot;,g.tp=d(&quot;textposition&quot;,p),g.ts=10,g.tc=d(&quot;textfont.color&quot;,p),g.tf=d(&quot;textfont.family&quot;,p)),r=[a.minExtend(s,g)],(i=a.minExtend(u,v)).selectedpoints=null}var y=n.select(this).select(&quot;g.legendpoints&quot;),b=y.selectAll(&quot;path.scatterpts&quot;).data(c?r:[]);b.enter().insert(&quot;path&quot;,&quot;:first-child&quot;).classed(&quot;scatterpts&quot;,!0).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),b.exit().remove(),b.call(o.pointStyle,i,e),c&amp;&amp;(r[0].mrc=3);var x=y.selectAll(&quot;g.pointtext&quot;).data(f?r:[]);x.enter().append(&quot;g&quot;).classed(&quot;pointtext&quot;,!0).append(&quot;text&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),x.exit().remove(),x.selectAll(&quot;text&quot;).call(o.textPointStyle,i,e)}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendcandle&quot;).data(&quot;candlestick&quot;===e.type&amp;&amp;e.visible?[t,t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendcandle&quot;,!0).attr(&quot;d&quot;,function(t,e){return e?&quot;M-15,0H-8M-8,6V-6H8Z&quot;:&quot;M15,0H8M8,-6V6H-8Z&quot;}).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),r.exit().remove(),r.each(function(t,r){var i=e[r?&quot;increasing&quot;:&quot;decreasing&quot;],a=i.line.width,o=n.select(this);o.style(&quot;stroke-width&quot;,a+&quot;px&quot;).call(s.fill,i.fillcolor),a&amp;&amp;s.stroke(o,i.line.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendohlc&quot;).data(&quot;ohlc&quot;===e.type&amp;&amp;e.visible?[t,t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendohlc&quot;,!0).attr(&quot;d&quot;,function(t,e){return e?&quot;M-15,0H0M-8,-6V0&quot;:&quot;M15,0H0M8,6V0&quot;}).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),r.exit().remove(),r.each(function(t,r){var i=e[r?&quot;increasing&quot;:&quot;decreasing&quot;],a=i.line.width,l=n.select(this);l.style(&quot;fill&quot;,&quot;none&quot;).call(o.dashLine,i.line.dash,a),a&amp;&amp;s.stroke(l,i.line.color)})})}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../../traces/pie/style_one&quot;:614,&quot;../../traces/scatter/subtypes&quot;:640,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81}],434:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../../plots/cartesian/axis_ids&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../../build/ploticon&quot;),l=o._,u=e.exports={};function c(t,e){var r,i,o=e.currentTarget,s=o.getAttribute(&quot;data-attr&quot;),l=o.getAttribute(&quot;data-val&quot;)||!0,u=t._fullLayout,c={},f=a.list(t,null,!0),h=&quot;on&quot;;if(&quot;zoom&quot;===s){var d,p=&quot;in&quot;===l?.5:2,g=(1+p)/2,v=(1-p)/2;for(i=0;i&lt;f.length;i++)if(!(r=f[i]).fixedrange)if(d=r._name,&quot;auto&quot;===l)c[d+&quot;.autorange&quot;]=!0;else if(&quot;reset&quot;===l){if(void 0===r._rangeInitial)c[d+&quot;.autorange&quot;]=!0;else{var m=r._rangeInitial.slice();c[d+&quot;.range[0]&quot;]=m[0],c[d+&quot;.range[1]&quot;]=m[1]}void 0!==r._showSpikeInitial&amp;&amp;(c[d+&quot;.showspikes&quot;]=r._showSpikeInitial,&quot;on&quot;!==h||r._showSpikeInitial||(h=&quot;off&quot;))}else{var y=[r.r2l(r.range[0]),r.r2l(r.range[1])],b=[g*y[0]+v*y[1],g*y[1]+v*y[0]];c[d+&quot;.range[0]&quot;]=r.l2r(b[0]),c[d+&quot;.range[1]&quot;]=r.l2r(b[1])}u._cartesianSpikesEnabled=h}else{if(&quot;hovermode&quot;!==s||&quot;x&quot;!==l&amp;&amp;&quot;y&quot;!==l){if(&quot;hovermode&quot;===s&amp;&amp;&quot;closest&quot;===l){for(i=0;i&lt;f.length;i++)r=f[i],&quot;on&quot;!==h||r.showspikes||(h=&quot;off&quot;);u._cartesianSpikesEnabled=h}}else l=u._isHoriz?&quot;y&quot;:&quot;x&quot;,o.setAttribute(&quot;data-val&quot;,l);c[s]=l}n.call(&quot;_guiRelayout&quot;,t,c)}function f(t,e){for(var r=e.currentTarget,i=r.getAttribute(&quot;data-attr&quot;),a=r.getAttribute(&quot;data-val&quot;)||!0,o=t._fullLayout._subplots.gl3d,s={},l=i.split(&quot;.&quot;),u=0;u&lt;o.length;u++)s[o[u]+&quot;.&quot;+l[1]]=a;var c=&quot;pan&quot;===a?a:&quot;zoom&quot;;s.dragmode=c,n.call(&quot;_guiRelayout&quot;,t,s)}function h(t,e){for(var r=e.currentTarget.getAttribute(&quot;data-attr&quot;),i=t._fullLayout,a=i._subplots.gl3d,o={},s=0;s&lt;a.length;s++){var l=a[s],u=l+&quot;.camera&quot;,c=i[l]._scene;&quot;resetLastSave&quot;===r?(o[u+&quot;.up&quot;]=c.viewInitial.up,o[u+&quot;.eye&quot;]=c.viewInitial.eye,o[u+&quot;.center&quot;]=c.viewInitial.center):&quot;resetDefault&quot;===r&amp;&amp;(o[u+&quot;.up&quot;]=null,o[u+&quot;.eye&quot;]=null,o[u+&quot;.center&quot;]=null)}n.call(&quot;_guiRelayout&quot;,t,o)}function d(t,e){var r=e.currentTarget,n=r._previousVal,i=t._fullLayout,a=i._subplots.gl3d,o=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;],s={},l={};if(n)l=n,r._previousVal=null;else{for(var u=0;u&lt;a.length;u++){var c=a[u],f=i[c],h=c+&quot;.hovermode&quot;;s[h]=f.hovermode,l[h]=!1;for(var d=0;d&lt;3;d++){var p=o[d],g=c+&quot;.&quot;+p+&quot;.showspikes&quot;;l[g]=!1,s[g]=f[p].showspikes}}r._previousVal=s}return l}function p(t,e){for(var r=e.currentTarget,i=r.getAttribute(&quot;data-attr&quot;),a=r.getAttribute(&quot;data-val&quot;)||!0,o=t._fullLayout,s=o._subplots.geo,l=0;l&lt;s.length;l++){var u=s[l],c=o[u];if(&quot;zoom&quot;===i){var f=c.projection.scale,h=&quot;in&quot;===a?2*f:.5*f;n.call(&quot;_guiRelayout&quot;,t,u+&quot;.projection.scale&quot;,h)}else&quot;reset&quot;===i&amp;&amp;m(t,&quot;geo&quot;)}}function g(t){var e=t._fullLayout;return!e.hovermode&amp;&amp;(e._has(&quot;cartesian&quot;)?e._isHoriz?&quot;y&quot;:&quot;x&quot;:&quot;closest&quot;)}function v(t){var e=g(t);n.call(&quot;_guiRelayout&quot;,t,&quot;hovermode&quot;,e)}function m(t,e){for(var r=t._fullLayout,i=r._subplots[e],a={},o=0;o&lt;i.length;o++)for(var s=i[o],l=r[s]._subplot.viewInitial,u=Object.keys(l),c=0;c&lt;u.length;c++){var f=u[c];a[s+&quot;.&quot;+f]=l[f]}n.call(&quot;_guiRelayout&quot;,t,a)}u.toImage={name:&quot;toImage&quot;,title:function(t){var e=(t._context.toImageButtonOptions||{}).format||&quot;png&quot;;return l(t,&quot;png&quot;===e?&quot;Download plot as a png&quot;:&quot;Download plot&quot;)},icon:s.camera,click:function(t){var e=t._context.toImageButtonOptions,r={format:e.format||&quot;png&quot;};o.notifier(l(t,&quot;Taking snapshot - this may take a few seconds&quot;),&quot;long&quot;),&quot;svg&quot;!==r.format&amp;&amp;o.isIE()&amp;&amp;(o.notifier(l(t,&quot;IE only supports svg.  Changing format to svg.&quot;),&quot;long&quot;),r.format=&quot;svg&quot;),[&quot;filename&quot;,&quot;width&quot;,&quot;height&quot;,&quot;scale&quot;].forEach(function(t){e[t]&amp;&amp;(r[t]=e[t])}),n.call(&quot;downloadImage&quot;,t,r).then(function(e){o.notifier(l(t,&quot;Snapshot succeeded&quot;)+&quot; - &quot;+e,&quot;long&quot;)}).catch(function(){o.notifier(l(t,&quot;Sorry, there was a problem downloading your snapshot!&quot;),&quot;long&quot;)})}},u.sendDataToCloud={name:&quot;sendDataToCloud&quot;,title:function(t){return l(t,&quot;Edit in Chart Studio&quot;)},icon:s.disk,click:function(t){i.sendDataToCloud(t)}},u.zoom2d={name:&quot;zoom2d&quot;,title:function(t){return l(t,&quot;Zoom&quot;)},attr:&quot;dragmode&quot;,val:&quot;zoom&quot;,icon:s.zoombox,click:c},u.pan2d={name:&quot;pan2d&quot;,title:function(t){return l(t,&quot;Pan&quot;)},attr:&quot;dragmode&quot;,val:&quot;pan&quot;,icon:s.pan,click:c},u.select2d={name:&quot;select2d&quot;,title:function(t){return l(t,&quot;Box Select&quot;)},attr:&quot;dragmode&quot;,val:&quot;select&quot;,icon:s.selectbox,click:c},u.lasso2d={name:&quot;lasso2d&quot;,title:function(t){return l(t,&quot;Lasso Select&quot;)},attr:&quot;dragmode&quot;,val:&quot;lasso&quot;,icon:s.lasso,click:c},u.zoomIn2d={name:&quot;zoomIn2d&quot;,title:function(t){return l(t,&quot;Zoom in&quot;)},attr:&quot;zoom&quot;,val:&quot;in&quot;,icon:s.zoom_plus,click:c},u.zoomOut2d={name:&quot;zoomOut2d&quot;,title:function(t){return l(t,&quot;Zoom out&quot;)},attr:&quot;zoom&quot;,val:&quot;out&quot;,icon:s.zoom_minus,click:c},u.autoScale2d={name:&quot;autoScale2d&quot;,title:function(t){return l(t,&quot;Autoscale&quot;)},attr:&quot;zoom&quot;,val:&quot;auto&quot;,icon:s.autoscale,click:c},u.resetScale2d={name:&quot;resetScale2d&quot;,title:function(t){return l(t,&quot;Reset axes&quot;)},attr:&quot;zoom&quot;,val:&quot;reset&quot;,icon:s.home,click:c},u.hoverClosestCartesian={name:&quot;hoverClosestCartesian&quot;,title:function(t){return l(t,&quot;Show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:&quot;closest&quot;,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:c},u.hoverCompareCartesian={name:&quot;hoverCompareCartesian&quot;,title:function(t){return l(t,&quot;Compare data on hover&quot;)},attr:&quot;hovermode&quot;,val:function(t){return t._fullLayout._isHoriz?&quot;y&quot;:&quot;x&quot;},icon:s.tooltip_compare,gravity:&quot;ne&quot;,click:c},u.zoom3d={name:&quot;zoom3d&quot;,title:function(t){return l(t,&quot;Zoom&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;zoom&quot;,icon:s.zoombox,click:f},u.pan3d={name:&quot;pan3d&quot;,title:function(t){return l(t,&quot;Pan&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;pan&quot;,icon:s.pan,click:f},u.orbitRotation={name:&quot;orbitRotation&quot;,title:function(t){return l(t,&quot;Orbital rotation&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;orbit&quot;,icon:s[&quot;3d_rotate&quot;],click:f},u.tableRotation={name:&quot;tableRotation&quot;,title:function(t){return l(t,&quot;Turntable rotation&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;turntable&quot;,icon:s[&quot;z-axis&quot;],click:f},u.resetCameraDefault3d={name:&quot;resetCameraDefault3d&quot;,title:function(t){return l(t,&quot;Reset camera to default&quot;)},attr:&quot;resetDefault&quot;,icon:s.home,click:h},u.resetCameraLastSave3d={name:&quot;resetCameraLastSave3d&quot;,title:function(t){return l(t,&quot;Reset camera to last save&quot;)},attr:&quot;resetLastSave&quot;,icon:s.movie,click:h},u.hoverClosest3d={name:&quot;hoverClosest3d&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:function(t,e){var r=d(t,e);n.call(&quot;_guiRelayout&quot;,t,r)}},u.zoomInGeo={name:&quot;zoomInGeo&quot;,title:function(t){return l(t,&quot;Zoom in&quot;)},attr:&quot;zoom&quot;,val:&quot;in&quot;,icon:s.zoom_plus,click:p},u.zoomOutGeo={name:&quot;zoomOutGeo&quot;,title:function(t){return l(t,&quot;Zoom out&quot;)},attr:&quot;zoom&quot;,val:&quot;out&quot;,icon:s.zoom_minus,click:p},u.resetGeo={name:&quot;resetGeo&quot;,title:function(t){return l(t,&quot;Reset&quot;)},attr:&quot;reset&quot;,val:null,icon:s.autoscale,click:p},u.hoverClosestGeo={name:&quot;hoverClosestGeo&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.hoverClosestGl2d={name:&quot;hoverClosestGl2d&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.hoverClosestPie={name:&quot;hoverClosestPie&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:&quot;closest&quot;,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.toggleHover={name:&quot;toggleHover&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(&quot;_guiRelayout&quot;,t,r)}},u.resetViews={name:&quot;resetViews&quot;,title:function(t){return l(t,&quot;Reset views&quot;)},icon:s.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(&quot;data-attr&quot;,&quot;zoom&quot;),r.setAttribute(&quot;data-val&quot;,&quot;reset&quot;),c(t,e),r.setAttribute(&quot;data-attr&quot;,&quot;resetLastSave&quot;),h(t,e),m(t,&quot;geo&quot;),m(t,&quot;mapbox&quot;)}},u.toggleSpikelines={name:&quot;toggleSpikelines&quot;,title:function(t){return l(t,&quot;Toggle Spike Lines&quot;)},icon:s.spikeline,attr:&quot;_cartesianSpikesEnabled&quot;,val:&quot;on&quot;,click:function(t){var e=t._fullLayout;e._cartesianSpikesEnabled=&quot;on&quot;===e._cartesianSpikesEnabled?&quot;off&quot;:&quot;on&quot;;var r=function(t){for(var e,r,n=t._fullLayout,i=a.list(t,null,!0),o={},s=0;s&lt;i.length;s++)e=i[s],r=e._name,o[r+&quot;.showspikes&quot;]=&quot;on&quot;===n._cartesianSpikesEnabled||e._showSpikeInitial;return o}(t);n.call(&quot;_guiRelayout&quot;,t,r)}},u.resetViewMapbox={name:&quot;resetViewMapbox&quot;,title:function(t){return l(t,&quot;Reset view&quot;)},attr:&quot;reset&quot;,icon:s.home,click:function(t){m(t,&quot;mapbox&quot;)}}},{&quot;../../../build/ploticon&quot;:2,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592}],435:[function(t,e,r){&quot;use strict&quot;;r.manage=t(&quot;./manage&quot;)},{&quot;./manage&quot;:436}],436:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;),i=t(&quot;../../traces/scatter/subtypes&quot;),a=t(&quot;../../registry&quot;),o=t(&quot;./modebar&quot;),s=t(&quot;./buttons&quot;);e.exports=function(t){var e=t._fullLayout,r=t._context,l=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([&quot;*modeBarButtonsToRemove* configuration options&quot;,&quot;must be an array.&quot;].join(&quot; &quot;));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([&quot;*modeBarButtonsToAdd* configuration options&quot;,&quot;must be an array.&quot;].join(&quot; &quot;));var u,c=r.modeBarButtons;u=Array.isArray(c)&amp;&amp;c.length?function(t){for(var e=0;e&lt;t.length;e++)for(var r=t[e],n=0;n&lt;r.length;n++){var i=r[n];if(&quot;string&quot;==typeof i){if(void 0===s[i])throw new Error([&quot;*modeBarButtons* configuration options&quot;,&quot;invalid button name&quot;].join(&quot; &quot;));t[e][n]=s[i]}}return t}(c):!r.displayModeBar&amp;&amp;r.watermark?[]:function(t,e,r,o){var l=t._fullLayout,u=t._fullData,c=l._has(&quot;cartesian&quot;),f=l._has(&quot;gl3d&quot;),h=l._has(&quot;geo&quot;),d=l._has(&quot;pie&quot;),p=l._has(&quot;gl2d&quot;),g=l._has(&quot;ternary&quot;),v=l._has(&quot;mapbox&quot;),m=l._has(&quot;polar&quot;),y=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r&lt;e.length;r++)if(!e[r].fixedrange)return!1;return!0}(l),b=[];function x(t){if(t.length){for(var r=[],n=0;n&lt;t.length;n++){var i=t[n];-1===e.indexOf(i)&amp;&amp;r.push(s[i])}b.push(r)}}var _=[&quot;toImage&quot;];o&amp;&amp;_.push(&quot;sendDataToCloud&quot;);x(_);var w=[],A=[],M=[],T=[];(c||p||d||g)+h+f+v+m&gt;1?(A=[&quot;toggleHover&quot;],M=[&quot;resetViews&quot;]):h?(w=[&quot;zoomInGeo&quot;,&quot;zoomOutGeo&quot;],A=[&quot;hoverClosestGeo&quot;],M=[&quot;resetGeo&quot;]):f?(A=[&quot;hoverClosest3d&quot;],M=[&quot;resetCameraDefault3d&quot;,&quot;resetCameraLastSave3d&quot;]):v?(A=[&quot;toggleHover&quot;],M=[&quot;resetViewMapbox&quot;]):A=p?[&quot;hoverClosestGl2d&quot;]:d?[&quot;hoverClosestPie&quot;]:[&quot;toggleHover&quot;];c&amp;&amp;(A=[&quot;toggleSpikelines&quot;,&quot;hoverClosestCartesian&quot;,&quot;hoverCompareCartesian&quot;]);!c&amp;&amp;!p||y||(w=[&quot;zoomIn2d&quot;,&quot;zoomOut2d&quot;,&quot;autoScale2d&quot;],&quot;resetViews&quot;!==M[0]&amp;&amp;(M=[&quot;resetScale2d&quot;]));f?T=[&quot;zoom3d&quot;,&quot;pan3d&quot;,&quot;orbitRotation&quot;,&quot;tableRotation&quot;]:(c||p)&amp;&amp;!y||g?T=[&quot;zoom2d&quot;,&quot;pan2d&quot;]:v||h?T=[&quot;pan2d&quot;]:m&amp;&amp;(T=[&quot;zoom2d&quot;]);(function(t){for(var e=!1,r=0;r&lt;t.length&amp;&amp;!e;r++){var n=t[r];n._module&amp;&amp;n._module.selectPoints&amp;&amp;(a.traceIs(n,&quot;scatter-like&quot;)?(i.hasMarkers(n)||i.hasText(n))&amp;&amp;(e=!0):a.traceIs(n,&quot;box-violin&quot;)&amp;&amp;&quot;all&quot;!==n.boxpoints&amp;&amp;&quot;all&quot;!==n.points||(e=!0))}return e})(u)&amp;&amp;T.push(&quot;select2d&quot;,&quot;lasso2d&quot;);return x(T),x(w.concat(M)),x(A),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r&lt;e.length;r++)t.push(e[r]);else t.push(e);return t}(b,r)}(t,r.modeBarButtonsToRemove,r.modeBarButtonsToAdd,r.showSendToCloud),l?l.update(t,u):e._modeBar=o(t,u)}else l&amp;&amp;(l.destroy(),delete e._modeBar)}},{&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../registry&quot;:592,&quot;../../traces/scatter/subtypes&quot;:640,&quot;./buttons&quot;:434,&quot;./modebar&quot;:437}],437:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../../../build/ploticon&quot;),s=new DOMParser;function l(t){this.container=t.container,this.element=document.createElement(&quot;div&quot;),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var u=l.prototype;u.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=&quot;modebar-&quot;+n._uid;this.element.setAttribute(&quot;id&quot;,i),this._uid=i,this.element.className=&quot;modebar&quot;,&quot;hover&quot;===r.displayModeBar&amp;&amp;(this.element.className+=&quot; modebar--hover ease-bg&quot;),&quot;v&quot;===n.modebar.orientation&amp;&amp;(this.element.className+=&quot; vertical&quot;,e=e.reverse());var o=n.modebar,s=&quot;hover&quot;===r.displayModeBar?&quot;.js-plotly-plot .plotly:hover &quot;:&quot;&quot;;a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+&quot;#&quot;+i+&quot; .modebar-group&quot;,&quot;background-color: &quot;+o.bgcolor),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn .icon path&quot;,&quot;fill: &quot;+o.color),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn:hover .icon path&quot;,&quot;fill: &quot;+o.activecolor),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn.active .icon path&quot;,&quot;fill: &quot;+o.activecolor);var l=!this.hasButtons(e),u=this.hasLogo!==r.displaylogo,c=this.locale!==r.locale;if(this.locale=r.locale,(l||u||c)&amp;&amp;(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&amp;&amp;(f.className=f.className+&quot; watermark&quot;),&quot;v&quot;===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(&quot;must provide button &#x27;name&#x27; in button config&quot;);if(-1!==e.buttonsNames.indexOf(n))throw new Error(&quot;button name &#x27;&quot;+n+&quot;&#x27; is taken&quot;);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(&quot;div&quot;);return t.className=&quot;modebar-group&quot;,t},u.createButton=function(t){var e=this,r=document.createElement(&quot;a&quot;);r.setAttribute(&quot;rel&quot;,&quot;tooltip&quot;),r.className=&quot;modebar-btn&quot;;var i=t.title;void 0===i?i=t.name:&quot;function&quot;==typeof i&amp;&amp;(i=i(this.graphInfo)),(i||0===i)&amp;&amp;r.setAttribute(&quot;data-title&quot;,i),void 0!==t.attr&amp;&amp;r.setAttribute(&quot;data-attr&quot;,t.attr);var a=t.val;if(void 0!==a&amp;&amp;(&quot;function&quot;==typeof a&amp;&amp;(a=a(this.graphInfo)),r.setAttribute(&quot;data-val&quot;,a)),&quot;function&quot;!=typeof t.click)throw new Error(&quot;must provide button &#x27;click&#x27; function in button config&quot;);r.addEventListener(&quot;click&quot;,function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)}),r.setAttribute(&quot;data-toggle&quot;,t.toggle||!1),t.toggle&amp;&amp;n.select(r).classed(&quot;active&quot;,!0);var s=t.icon;return&quot;function&quot;==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(&quot;data-gravity&quot;,t.gravity||&quot;n&quot;),r},u.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=&quot;http://www.w3.org/2000/svg&quot;;if(t.path){(e=document.createElementNS(n,&quot;svg&quot;)).setAttribute(&quot;viewBox&quot;,[0,0,t.width,r].join(&quot; &quot;)),e.setAttribute(&quot;class&quot;,&quot;icon&quot;);var a=document.createElementNS(n,&quot;path&quot;);a.setAttribute(&quot;d&quot;,t.path),t.transform?a.setAttribute(&quot;transform&quot;,t.transform):void 0!==t.ascent&amp;&amp;a.setAttribute(&quot;transform&quot;,&quot;matrix(1 0 0 -1 0 &quot;+t.ascent+&quot;)&quot;),e.appendChild(a)}t.svg&amp;&amp;(e=s.parseFromString(t.svg,&quot;application/xml&quot;).childNodes[0]);return e.setAttribute(&quot;height&quot;,&quot;1em&quot;),e.setAttribute(&quot;width&quot;,&quot;1em&quot;),e},u.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(&quot;data-attr&quot;):null;this.buttonElements.forEach(function(t){var i=t.getAttribute(&quot;data-val&quot;)||!0,o=t.getAttribute(&quot;data-attr&quot;),s=&quot;true&quot;===t.getAttribute(&quot;data-toggle&quot;),l=n.select(t);if(s)o===r&amp;&amp;l.classed(&quot;active&quot;,!l.classed(&quot;active&quot;));else{var u=null===o?o:a.nestedProperty(e,o).get();l.classed(&quot;active&quot;,u===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&lt;t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n&lt;t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},u.getLogo=function(){var t=this.createGroup(),e=document.createElement(&quot;a&quot;);return e.href=&quot;https://plot.ly/&quot;,e.target=&quot;_blank&quot;,e.setAttribute(&quot;data-title&quot;,a._(this.graphInfo,&quot;Produced with Plotly&quot;)),e.className=&quot;modebar-btn plotlyjsicon modebar-btn--logo&quot;,e.appendChild(this.createIcon(o.newplotlylogo)),t.appendChild(e),t},u.removeAllButtons=function(){for(;this.element.firstChild;)this.element.removeChild(this.element.firstChild);this.hasLogo=!1},u.destroy=function(){a.removeElement(this.container.querySelector(&quot;.modebar&quot;)),a.deleteRelatedStyleRule(this._uid)},e.exports=function(t,e){var r=t._fullLayout,i=new l({graphInfo:t,container:r._modebardiv.node(),buttons:e});return r._privateplot&amp;&amp;n.select(i.element).append(&quot;span&quot;).classed(&quot;badge-private float--left&quot;,!0).text(&quot;PRIVATE&quot;),i}},{&quot;../../../build/ploticon&quot;:2,&quot;../../lib&quot;:495,d3:81,&quot;fast-isnumeric&quot;:90}],438:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;),a=(0,t(&quot;../../plot_api/plot_template&quot;).templatedArray)(&quot;button&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},step:{valType:&quot;enumerated&quot;,values:[&quot;month&quot;,&quot;year&quot;,&quot;day&quot;,&quot;hour&quot;,&quot;minute&quot;,&quot;second&quot;,&quot;all&quot;],dflt:&quot;month&quot;,editType:&quot;plot&quot;},stepmode:{valType:&quot;enumerated&quot;,values:[&quot;backward&quot;,&quot;todate&quot;],dflt:&quot;backward&quot;,editType:&quot;plot&quot;},count:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;plot&quot;},label:{valType:&quot;string&quot;,editType:&quot;plot&quot;},editType:&quot;plot&quot;});e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},buttons:a,x:{valType:&quot;number&quot;,min:-2,max:3,editType:&quot;plot&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;plot&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,editType:&quot;plot&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;bottom&quot;,editType:&quot;plot&quot;},font:n({editType:&quot;plot&quot;}),bgcolor:{valType:&quot;color&quot;,dflt:i.lightLine,editType:&quot;plot&quot;},activecolor:{valType:&quot;color&quot;,editType:&quot;plot&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;plot&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},editType:&quot;plot&quot;}},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/font_attributes&quot;:567,&quot;../color/attributes&quot;:375}],439:[function(t,e,r){&quot;use strict&quot;;e.exports={yPad:.02,minButtonWidth:30,rx:3,ry:3,lightAmount:25,darkAmount:10}},{}],440:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../color&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;../../plots/array_container_defaults&quot;),s=t(&quot;./attributes&quot;),l=t(&quot;./constants&quot;);function u(t,e,r,i){var a=i.calendar;function o(r,i){return n.coerce(t,e,s.buttons,r,i)}if(o(&quot;visible&quot;)){var l=o(&quot;step&quot;);&quot;all&quot;!==l&amp;&amp;(!a||&quot;gregorian&quot;===a||&quot;month&quot;!==l&amp;&amp;&quot;year&quot;!==l?o(&quot;stepmode&quot;):e.stepmode=&quot;backward&quot;,o(&quot;count&quot;)),o(&quot;label&quot;)}}e.exports=function(t,e,r,c,f){var h=t.rangeselector||{},d=a.newContainer(e,&quot;rangeselector&quot;);function p(t,e){return n.coerce(h,d,s,t,e)}if(p(&quot;visible&quot;,o(h,d,{name:&quot;buttons&quot;,handleItemDefaults:u,calendar:f}).length&gt;0)){var g=function(t,e,r){for(var n=r.filter(function(r){return e[r].anchor===t._id}),i=0,a=0;a&lt;n.length;a++){var o=e[n[a]].domain;o&amp;&amp;(i=Math.max(o[1],i))}return[t.domain[0],i+l.yPad]}(e,r,c);p(&quot;x&quot;,g[0]),p(&quot;y&quot;,g[1]),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),p(&quot;xanchor&quot;),p(&quot;yanchor&quot;),n.coerceFont(p,&quot;font&quot;,r.font);var v=p(&quot;bgcolor&quot;);p(&quot;activecolor&quot;,i.contrast(v,l.lightAmount,l.darkAmount)),p(&quot;bordercolor&quot;),p(&quot;borderwidth&quot;)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/array_container_defaults&quot;:537,&quot;../color&quot;:376,&quot;./attributes&quot;:438,&quot;./constants&quot;:439}],441:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../color&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../../lib&quot;),u=t(&quot;../../lib/svg_text_utils&quot;),c=t(&quot;../../plots/cartesian/axis_ids&quot;),f=t(&quot;../../constants/alignment&quot;),h=f.LINE_SPACING,d=f.FROM_TL,p=f.FROM_BR,g=t(&quot;./constants&quot;),v=t(&quot;./get_update_object&quot;);function m(t){return t._id}function y(t,e,r){var n=l.ensureSingle(t,&quot;rect&quot;,&quot;selector-rect&quot;,function(t){t.attr(&quot;shape-rendering&quot;,&quot;crispEdges&quot;)});n.attr({rx:g.rx,ry:g.ry}),n.call(o.stroke,e.bordercolor).call(o.fill,function(t,e){return e._isActive||e._isHovered?t.activecolor:t.bgcolor}(e,r)).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;)}function b(t,e,r,n){l.ensureSingle(t,&quot;text&quot;,&quot;selector-text&quot;,function(t){t.classed(&quot;user-select-none&quot;,!0).attr(&quot;text-anchor&quot;,&quot;middle&quot;)}).call(s.font,e.font).text(function(t,e){if(t.label)return e?l.templateString(t.label,{meta:e}):t.label;return&quot;all&quot;===t.step?&quot;all&quot;:t.count+t.step.charAt(0)}(r,n._fullLayout.meta)).call(function(t){u.convertToTspans(t,n)})}e.exports=function(t){var e=t._fullLayout._infolayer.selectAll(&quot;.rangeselector&quot;).data(function(t){for(var e=c.list(t,&quot;x&quot;,!0),r=[],n=0;n&lt;e.length;n++){var i=e[n];i.rangeselector&amp;&amp;i.rangeselector.visible&amp;&amp;r.push(i)}return r}(t),m);e.enter().append(&quot;g&quot;).classed(&quot;rangeselector&quot;,!0),e.exit().remove(),e.style({cursor:&quot;pointer&quot;,&quot;pointer-events&quot;:&quot;all&quot;}),e.each(function(e){var r=n.select(this),o=e,c=o.rangeselector,f=r.selectAll(&quot;g.button&quot;).data(l.filterVisible(c.buttons));f.enter().append(&quot;g&quot;).classed(&quot;button&quot;,!0),f.exit().remove(),f.each(function(e){var r=n.select(this),a=v(o,e);e._isActive=function(t,e,r){if(&quot;all&quot;===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&amp;&amp;t.range[1]===r[n[1]]}(o,e,a),r.call(y,c,e),r.call(b,c,e,t),r.on(&quot;click&quot;,function(){t._dragged||i.call(&quot;_guiRelayout&quot;,t,a)}),r.on(&quot;mouseover&quot;,function(){e._isHovered=!0,r.call(y,c,e)}),r.on(&quot;mouseout&quot;,function(){e._isHovered=!1,r.call(y,c,e)})}),function(t,e,r,i,o){var c=0,f=0,v=r.borderwidth;e.each(function(){var t=n.select(this),e=t.select(&quot;.selector-text&quot;),i=r.font.size*h,a=Math.max(i*u.lineCount(e),16)+3;f=Math.max(f,a)}),e.each(function(){var t=n.select(this),e=t.select(&quot;.selector-rect&quot;),i=t.select(&quot;.selector-text&quot;),a=i.node()&amp;&amp;s.bBox(i.node()).width,o=r.font.size*h,l=u.lineCount(i),d=Math.max(a+10,g.minButtonWidth);t.attr(&quot;transform&quot;,&quot;translate(&quot;+(v+c)+&quot;,&quot;+v+&quot;)&quot;),e.attr({x:0,y:0,width:d,height:f}),u.positionText(i,d/2,f/2-(l-1)*o/2+3),c+=d+5});var m=t._fullLayout._size,y=m.l+m.w*r.x,b=m.t+m.h*(1-r.y),x=&quot;left&quot;;l.isRightAnchor(r)&amp;&amp;(y-=c,x=&quot;right&quot;);l.isCenterAnchor(r)&amp;&amp;(y-=c/2,x=&quot;center&quot;);var _=&quot;top&quot;;l.isBottomAnchor(r)&amp;&amp;(b-=f,_=&quot;bottom&quot;);l.isMiddleAnchor(r)&amp;&amp;(b-=f/2,_=&quot;middle&quot;);c=Math.ceil(c),f=Math.ceil(f),y=Math.round(y),b=Math.round(b),a.autoMargin(t,i+&quot;-range-selector&quot;,{x:r.x,y:r.y,l:c*d[x],r:c*p[x],b:f*p[_],t:f*d[_]}),o.attr(&quot;transform&quot;,&quot;translate(&quot;+y+&quot;,&quot;+b+&quot;)&quot;)}(t,f,c,o._name,r)})}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:439,&quot;./get_update_object&quot;:442,d3:81}],442:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;);e.exports=function(t,e){var r=t._name,i={};if(&quot;all&quot;===e.step)i[r+&quot;.autorange&quot;]=!0;else{var a=function(t,e){var r,i=t.range,a=new Date(t.r2l(i[1])),o=e.step,s=e.count;switch(e.stepmode){case&quot;backward&quot;:r=t.l2r(+n.time[o].utc.offset(a,-s));break;case&quot;todate&quot;:var l=n.time[o].utc.offset(a,-s);r=t.l2r(+n.time[o].utc.ceil(l))}var u=i[1];return[r,u]}(t,e);i[r+&quot;.range[0]&quot;]=a[0],i[r+&quot;.range[1]&quot;]=a[1]}return i}},{d3:81}],443:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;rangeselector&quot;,schema:{subplots:{xaxis:{rangeselector:t(&quot;./attributes&quot;)}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;)}},{&quot;./attributes&quot;:438,&quot;./defaults&quot;:440,&quot;./draw&quot;:441}],444:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../color/attributes&quot;);e.exports={bgcolor:{valType:&quot;color&quot;,dflt:n.background,editType:&quot;plot&quot;},bordercolor:{valType:&quot;color&quot;,dflt:n.defaultLine,editType:&quot;plot&quot;},borderwidth:{valType:&quot;integer&quot;,dflt:0,min:0,editType:&quot;plot&quot;},autorange:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;,impliedEdits:{&quot;range[0]&quot;:void 0,&quot;range[1]&quot;:void 0}},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;calc&quot;,impliedEdits:{&quot;^autorange&quot;:!1}},{valType:&quot;any&quot;,editType:&quot;calc&quot;,impliedEdits:{&quot;^autorange&quot;:!1}}],editType:&quot;calc&quot;,impliedEdits:{autorange:!1}},thickness:{valType:&quot;number&quot;,dflt:.15,min:0,max:1,editType:&quot;plot&quot;},visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;},editType:&quot;calc&quot;}},{&quot;../color/attributes&quot;:375}],445:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;).list,i=t(&quot;../../plots/cartesian/autorange&quot;).getAutoRange,a=t(&quot;./constants&quot;);e.exports=function(t){for(var e=n(t,&quot;x&quot;,!0),r=0;r&lt;e.length;r++){var o=e[r],s=o[a.name];s&amp;&amp;s.visible&amp;&amp;s.autorange&amp;&amp;(s._input.autorange=!0,s._input.range=s.range=i(t,o))}}},{&quot;../../plots/cartesian/autorange&quot;:540,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./constants&quot;:446}],446:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;rangeslider&quot;,containerClassName:&quot;rangeslider-container&quot;,bgClassName:&quot;rangeslider-bg&quot;,rangePlotClassName:&quot;rangeslider-rangeplot&quot;,maskMinClassName:&quot;rangeslider-mask-min&quot;,maskMaxClassName:&quot;rangeslider-mask-max&quot;,slideBoxClassName:&quot;rangeslider-slidebox&quot;,grabberMinClassName:&quot;rangeslider-grabber-min&quot;,grabAreaMinClassName:&quot;rangeslider-grabarea-min&quot;,handleMinClassName:&quot;rangeslider-handle-min&quot;,grabberMaxClassName:&quot;rangeslider-grabber-max&quot;,grabAreaMaxClassName:&quot;rangeslider-grabarea-max&quot;,handleMaxClassName:&quot;rangeslider-handle-max&quot;,maskMinOppAxisClassName:&quot;rangeslider-mask-min-opp-axis&quot;,maskMaxOppAxisClassName:&quot;rangeslider-mask-max-opp-axis&quot;,maskColor:&quot;rgba(0,0,0,0.4)&quot;,maskOppAxisColor:&quot;rgba(0,0,0,0.2)&quot;,slideBoxFill:&quot;transparent&quot;,slideBoxCursor:&quot;ew-resize&quot;,grabAreaFill:&quot;transparent&quot;,grabAreaCursor:&quot;col-resize&quot;,grabAreaWidth:10,handleWidth:4,handleRadius:1,handleStrokeWidth:1,extraPad:15}},{}],447:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/plot_template&quot;),a=t(&quot;../../plots/cartesian/axis_ids&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;./oppaxis_attributes&quot;);e.exports=function(t,e,r){var l=t[r],u=e[r];if(l.rangeslider||e._requestRangeslider[u._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var c,f,h=l.rangeslider,d=i.newContainer(u,&quot;rangeslider&quot;);if(_(&quot;visible&quot;)){_(&quot;bgcolor&quot;,e.plot_bgcolor),_(&quot;bordercolor&quot;),_(&quot;borderwidth&quot;),_(&quot;thickness&quot;),_(&quot;autorange&quot;,!u.isValidRange(h.range)),_(&quot;range&quot;);var p=e._subplots;if(p)for(var g=p.cartesian.filter(function(t){return t.substr(0,t.indexOf(&quot;y&quot;))===a.name2id(r)}).map(function(t){return t.substr(t.indexOf(&quot;y&quot;),t.length)}),v=n.simpleMap(g,a.id2name),m=0;m&lt;v.length;m++){var y=v[m];c=h[y]||{},f=i.newContainer(d,y,&quot;yaxis&quot;);var b,x=e[y];c.range&amp;&amp;x.isValidRange(c.range)&amp;&amp;(b=&quot;fixed&quot;),&quot;match&quot;!==w(&quot;rangemode&quot;,b)&amp;&amp;w(&quot;range&quot;,x.range.slice())}d._input=h}}function _(t,e){return n.coerce(h,d,o,t,e)}function w(t,e){return n.coerce(c,f,s,t,e)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./attributes&quot;:444,&quot;./oppaxis_attributes&quot;:451}],448:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../color&quot;),u=t(&quot;../titles&quot;),c=t(&quot;../../plots/cartesian&quot;),f=t(&quot;../../plots/cartesian/axis_ids&quot;),h=t(&quot;../dragelement&quot;),d=t(&quot;../../lib/setcursor&quot;),p=t(&quot;./constants&quot;);function g(t,e,r,n){var i=o.ensureSingle(t,&quot;rect&quot;,p.bgClassName,function(t){t.attr({x:0,y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}),a=n.borderwidth%2==0?n.borderwidth:n.borderwidth-1,l=-n._offsetShift,u=s.crispRound(e,n.borderwidth);i.attr({width:n._width+a,height:n._height+a,transform:&quot;translate(&quot;+l+&quot;,&quot;+l+&quot;)&quot;,fill:n.bgcolor,stroke:n.bordercolor,&quot;stroke-width&quot;:u})}function v(t,e,r,n){var i=e._fullLayout;o.ensureSingleById(i._topdefs,&quot;clipPath&quot;,n._clipId,function(t){t.append(&quot;rect&quot;).attr({x:0,y:0})}).select(&quot;rect&quot;).attr({width:n._width,height:n._height})}function m(t,e,r,i){var l,u=e.calcdata,h=t.selectAll(&quot;g.&quot;+p.rangePlotClassName).data(r._subplotsWith,o.identity);h.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return p.rangePlotClassName+&quot; &quot;+t}).call(s.setClipUrl,i._clipId,e),h.order(),h.exit().remove(),h.each(function(t,o){var s=n.select(this),h=0===o,d=f.getFromId(e,t,&quot;y&quot;),p=d._name,g=i[p],v={data:[],layout:{xaxis:{type:r.type,domain:[0,1],range:i.range.slice(),calendar:r.calendar},width:i._width,height:i._height,margin:{t:0,b:0,l:0,r:0}},_context:e._context};v.layout[p]={type:d.type,domain:[0,1],range:&quot;match&quot;!==g.rangemode?g.range.slice():d.range.slice(),calendar:d.calendar},a.supplyDefaults(v);var m=v._fullLayout.xaxis,y=v._fullLayout[p];m.clearCalc(),m.setScale(),y.clearCalc(),y.setScale();var b={id:t,plotgroup:s,xaxis:m,yaxis:y,isRangePlot:!0};h?l=b:(b.mainplot=&quot;xy&quot;,b.mainplotinfo=l),c.rangePlot(e,b,function(t,e){for(var r=[],n=0;n&lt;t.length;n++){var i=t[n],a=i[0].trace;a.xaxis+a.yaxis===e&amp;&amp;r.push(i)}return r}(u,t))})}function y(t,e,r,n,i){(o.ensureSingle(t,&quot;rect&quot;,p.maskMinClassName,function(t){t.attr({x:0,y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;height&quot;,n._height).call(l.fill,p.maskColor),o.ensureSingle(t,&quot;rect&quot;,p.maskMaxClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;height&quot;,n._height).call(l.fill,p.maskColor),&quot;match&quot;!==i.rangemode)&amp;&amp;(o.ensureSingle(t,&quot;rect&quot;,p.maskMinOppAxisClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;width&quot;,n._width).call(l.fill,p.maskOppAxisColor),o.ensureSingle(t,&quot;rect&quot;,p.maskMaxOppAxisClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;width&quot;,n._width).style(&quot;border-top&quot;,p.maskOppBorder).call(l.fill,p.maskOppAxisColor))}function b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,&quot;rect&quot;,p.slideBoxClassName,function(t){t.attr({y:0,cursor:p.slideBoxCursor,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr({height:n._height,fill:p.slideBoxFill})}function x(t,e,r,n){var i=o.ensureSingle(t,&quot;g&quot;,p.grabberMinClassName),a=o.ensureSingle(t,&quot;g&quot;,p.grabberMaxClassName),s={x:0,width:p.handleWidth,rx:p.handleRadius,fill:l.background,stroke:l.defaultLine,&quot;stroke-width&quot;:p.handleStrokeWidth,&quot;shape-rendering&quot;:&quot;crispEdges&quot;},u={y:Math.round(n._height/4),height:Math.round(n._height/2)};if(o.ensureSingle(i,&quot;rect&quot;,p.handleMinClassName,function(t){t.attr(s)}).attr(u),o.ensureSingle(a,&quot;rect&quot;,p.handleMaxClassName,function(t){t.attr(s)}).attr(u),!e._context.staticPlot){var c={width:p.grabAreaWidth,x:0,y:0,fill:p.grabAreaFill,cursor:p.grabAreaCursor};o.ensureSingle(i,&quot;rect&quot;,p.grabAreaMinClassName,function(t){t.attr(c)}).attr(&quot;height&quot;,n._height),o.ensureSingle(a,&quot;rect&quot;,p.grabAreaMaxClassName,function(t){t.attr(c)}).attr(&quot;height&quot;,n._height)}}e.exports=function(t){for(var e=t._fullLayout,r=e._rangeSliderData,a=0;a&lt;r.length;a++){var s=r[a][p.name];s._clipId=s._id+&quot;-&quot;+e._uid}var l=e._infolayer.selectAll(&quot;g.&quot;+p.containerClassName).data(r,function(t){return t._name});l.exit().each(function(t){var r=t[p.name];e._topdefs.select(&quot;#&quot;+r._clipId).remove()}).remove(),0!==r.length&amp;&amp;(l.enter().append(&quot;g&quot;).classed(p.containerClassName,!0).attr(&quot;pointer-events&quot;,&quot;all&quot;),l.each(function(r){var a=n.select(this),s=r[p.name],l=e[f.id2name(r.anchor)],c=s[f.id2name(r.anchor)];if(s.range){var _,w=o.simpleMap(s.range,r.r2l),A=o.simpleMap(r.range,r.r2l);_=A[0]&lt;A[1]?[Math.min(w[0],A[0]),Math.max(w[1],A[1])]:[Math.max(w[0],A[0]),Math.min(w[1],A[1])],s.range=s._input.range=o.simpleMap(_,r.l2r)}r.cleanRange(&quot;rangeslider.range&quot;);var M=e.margin,T=e._size,k=r.domain,E=s._tickHeight,L=s._oppBottom;s._width=T.w*(k[1]-k[0]);var S=Math.round(M.l+T.w*k[0]),C=Math.round(T.t+T.h*(1-L)+E+s._offsetShift+p.extraPad);a.attr(&quot;transform&quot;,&quot;translate(&quot;+S+&quot;,&quot;+C+&quot;)&quot;);var O=r.r2l(s.range[0]),R=r.r2l(s.range[1]),P=R-O;if(s.p2d=function(t){return t/s._width*P+O},s.d2p=function(t){return(t-O)/P*s._width},s._rl=[O,R],&quot;match&quot;!==c.rangemode){var z=l.r2l(c.range[0]),I=l.r2l(c.range[1])-z;s.d2pOppAxis=function(t){return(t-z)/I*s._height}}a.call(g,t,r,s).call(v,t,r,s).call(m,t,r,s).call(y,t,r,s,c).call(b,t,r,s).call(x,t,r,s),function(t,e,r,a){var s=t.select(&quot;rect.&quot;+p.slideBoxClassName).node(),l=t.select(&quot;rect.&quot;+p.grabAreaMinClassName).node(),u=t.select(&quot;rect.&quot;+p.grabAreaMaxClassName).node();t.on(&quot;mousedown&quot;,function(){var c=n.event,f=c.target,p=c.clientX,g=p-t.node().getBoundingClientRect().left,v=a.d2p(r._rl[0]),m=a.d2p(r._rl[1]),y=h.coverSlip();function b(t){var c,h,b,x=+t.clientX-p;switch(f){case s:b=&quot;ew-resize&quot;,c=v+x,h=m+x;break;case l:b=&quot;col-resize&quot;,c=v+x,h=m;break;case u:b=&quot;col-resize&quot;,c=v,h=m+x;break;default:b=&quot;ew-resize&quot;,c=g,h=g+x}if(h&lt;c){var _=h;h=c,c=_}a._pixelMin=c,a._pixelMax=h,d(n.select(y),b),function(t,e,r,n){function a(t){return r.l2r(o.constrain(t,n._rl[0],n._rl[1]))}var s=a(n.p2d(n._pixelMin)),l=a(n.p2d(n._pixelMax));window.requestAnimationFrame(function(){i.call(&quot;_guiRelayout&quot;,e,r._name+&quot;.range&quot;,[s,l])})}(0,e,r,a)}y.addEventListener(&quot;mousemove&quot;,b),y.addEventListener(&quot;mouseup&quot;,function t(){y.removeEventListener(&quot;mousemove&quot;,b);y.removeEventListener(&quot;mouseup&quot;,t);o.removeElement(y)})})}(a,t,r,s),function(t,e,r,n,i,a){var s=p.handleWidth/2;function l(t){return o.constrain(t,0,n._width)}function u(t){return o.constrain(t,0,n._height)}function c(t){return o.constrain(t,-s,n._width+s)}var f=l(n.d2p(r._rl[0])),h=l(n.d2p(r._rl[1]));if(t.select(&quot;rect.&quot;+p.slideBoxClassName).attr(&quot;x&quot;,f).attr(&quot;width&quot;,h-f),t.select(&quot;rect.&quot;+p.maskMinClassName).attr(&quot;width&quot;,f),t.select(&quot;rect.&quot;+p.maskMaxClassName).attr(&quot;x&quot;,h).attr(&quot;width&quot;,n._width-h),&quot;match&quot;!==a.rangemode){var d=n._height-u(n.d2pOppAxis(i._rl[1])),g=n._height-u(n.d2pOppAxis(i._rl[0]));t.select(&quot;rect.&quot;+p.maskMinOppAxisClassName).attr(&quot;x&quot;,f).attr(&quot;height&quot;,d).attr(&quot;width&quot;,h-f),t.select(&quot;rect.&quot;+p.maskMaxOppAxisClassName).attr(&quot;x&quot;,f).attr(&quot;y&quot;,g).attr(&quot;height&quot;,n._height-g).attr(&quot;width&quot;,h-f),t.select(&quot;rect.&quot;+p.slideBoxClassName).attr(&quot;y&quot;,d).attr(&quot;height&quot;,g-d)}var v=Math.round(c(f-s))-.5,m=Math.round(c(h-s))+.5;t.select(&quot;g.&quot;+p.grabberMinClassName).attr(&quot;transform&quot;,&quot;translate(&quot;+v+&quot;,0.5)&quot;),t.select(&quot;g.&quot;+p.grabberMaxClassName).attr(&quot;transform&quot;,&quot;translate(&quot;+m+&quot;,0.5)&quot;)}(a,0,r,s,l,c),&quot;bottom&quot;===r.side&amp;&amp;u.draw(t,r._id+&quot;title&quot;,{propContainer:r,propName:r._name+&quot;.title&quot;,placeholder:e._dfltTitle.x,attributes:{x:r._offset+r._length/2,y:C+s._height+s._offsetShift+10+1.5*r.title.font.size,&quot;text-anchor&quot;:&quot;middle&quot;}})}))}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../plots/cartesian&quot;:552,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../titles&quot;:464,&quot;./constants&quot;:446,d3:81}],449:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;),i=t(&quot;./constants&quot;),a=i.name;function o(t){var e=t&amp;&amp;t[a];return e&amp;&amp;e.visible}r.isVisible=o,r.makeData=function(t){var e=n.list({_fullLayout:t},&quot;x&quot;,!0),r=t.margin,i=[];if(!t._has(&quot;gl2d&quot;))for(var s=0;s&lt;e.length;s++){var l=e[s];if(o(l)){i.push(l);var u=l[a];u._id=a+l._id,u._height=(t.height-r.b-r.t)*u.thickness,u._offsetShift=Math.floor(u.borderwidth/2)}}t._rangeSliderData=i},r.autoMarginOpts=function(t,e){for(var r=e[a],o=1/0,s=e._counterAxes,l=0;l&lt;s.length;l++){var u=s[l],c=n.getFromId(t,u);o=Math.min(o,c.domain[0])}r._oppBottom=o;var f=&quot;bottom&quot;===e.side&amp;&amp;e._boundingBox.height||0;return r._tickHeight=f,{x:0,y:o,l:0,r:0,t:0,b:r._height+t._fullLayout.margin.b+f,pad:i.extraPad+2*r._offsetShift}}},{&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./constants&quot;:446}],450:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./attributes&quot;),a=t(&quot;./oppaxis_attributes&quot;),o=t(&quot;./helpers&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;rangeslider&quot;,schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:t(&quot;./draw&quot;),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},{&quot;../../lib&quot;:495,&quot;./attributes&quot;:444,&quot;./calc_autorange&quot;:445,&quot;./defaults&quot;:447,&quot;./draw&quot;:448,&quot;./helpers&quot;:449,&quot;./oppaxis_attributes&quot;:451}],451:[function(t,e,r){&quot;use strict&quot;;e.exports={_isSubplotObj:!0,rangemode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;fixed&quot;,&quot;match&quot;],dflt:&quot;match&quot;,editType:&quot;calc&quot;},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;plot&quot;},{valType:&quot;any&quot;,editType:&quot;plot&quot;}],editType:&quot;plot&quot;},editType:&quot;calc&quot;}},{}],452:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/attributes&quot;),i=t(&quot;../../traces/scatter/attributes&quot;).line,a=t(&quot;../drawing/attributes&quot;).dash,o=t(&quot;../../lib/extend&quot;).extendFlat,s=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=s(&quot;shape&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;circle&quot;,&quot;rect&quot;,&quot;path&quot;,&quot;line&quot;],editType:&quot;calc+arraydraw&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;below&quot;,&quot;above&quot;],dflt:&quot;above&quot;,editType:&quot;arraydraw&quot;},xref:o({},n.xref,{}),xsizemode:{valType:&quot;enumerated&quot;,values:[&quot;scaled&quot;,&quot;pixel&quot;],dflt:&quot;scaled&quot;,editType:&quot;calc+arraydraw&quot;},xanchor:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},x0:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},x1:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},yref:o({},n.yref,{}),ysizemode:{valType:&quot;enumerated&quot;,values:[&quot;scaled&quot;,&quot;pixel&quot;],dflt:&quot;scaled&quot;,editType:&quot;calc+arraydraw&quot;},yanchor:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},y0:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},y1:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},path:{valType:&quot;string&quot;,editType:&quot;calc+arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},line:{color:o({},i.color,{editType:&quot;arraydraw&quot;}),width:o({},i.width,{editType:&quot;calc+arraydraw&quot;}),dash:o({},a,{editType:&quot;arraydraw&quot;}),editType:&quot;calc+arraydraw&quot;},fillcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},editType:&quot;arraydraw&quot;})},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/plot_template&quot;:531,&quot;../../traces/scatter/attributes&quot;:616,&quot;../annotations/attributes&quot;:361,&quot;../drawing/attributes&quot;:396}],453:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;./constants&quot;),o=t(&quot;./helpers&quot;);function s(t){return u(t.line.width,t.xsizemode,t.x0,t.x1,t.path,!1)}function l(t){return u(t.line.width,t.ysizemode,t.y0,t.y1,t.path,!0)}function u(t,e,r,i,s,l){var u=t/2,c=l;if(&quot;pixel&quot;===e){var f=s?o.extractPathCoords(s,l?a.paramIsY:a.paramIsX):[r,i],h=n.aggNums(Math.max,null,f),d=n.aggNums(Math.min,null,f),p=d&lt;0?Math.abs(d)+u:u,g=h&gt;0?h+u:u;return{ppad:u,ppadplus:c?p:g,ppadminus:c?g:p}}return{ppad:u}}function c(t,e,r,n,i){var s=&quot;category&quot;===t.type||&quot;multicategory&quot;===t.type?t.r2c:t.d2c;if(void 0!==e)return[s(e),s(r)];if(n){var l,u,c,f,h=1/0,d=-1/0,p=n.match(a.segmentRE);for(&quot;date&quot;===t.type&amp;&amp;(s=o.decodeDate(s)),l=0;l&lt;p.length;l++)void 0!==(u=i[p[l].charAt(0)].drawn)&amp;&amp;(!(c=p[l].substr(1).match(a.paramRE))||c.length&lt;u||((f=s(c[u]))&lt;h&amp;&amp;(h=f),f&gt;d&amp;&amp;(d=f)));return d&gt;=h?[h,d]:void 0}}e.exports=function(t){var e=t._fullLayout,r=n.filterVisible(e.shapes);if(r.length&amp;&amp;t._fullData.length)for(var o=0;o&lt;r.length;o++){var u,f,h=r[o];if(h._extremes={},&quot;paper&quot;!==h.xref){var d=&quot;pixel&quot;===h.xsizemode?h.xanchor:h.x0,p=&quot;pixel&quot;===h.xsizemode?h.xanchor:h.x1;(f=c(u=i.getFromId(t,h.xref),d,p,h.path,a.paramIsX))&amp;&amp;(h._extremes[u._id]=i.findExtremes(u,f,s(h)))}if(&quot;paper&quot;!==h.yref){var g=&quot;pixel&quot;===h.ysizemode?h.yanchor:h.y0,v=&quot;pixel&quot;===h.ysizemode?h.yanchor:h.y1;(f=c(u=i.getFromId(t,h.yref),g,v,h.path,a.paramIsY))&amp;&amp;(h._extremes[u._id]=i.findExtremes(u,f,l(h)))}}}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./constants&quot;:454,&quot;./helpers&quot;:457}],454:[function(t,e,r){&quot;use strict&quot;;e.exports={segmentRE:/[MLHVQCTSZ][^MLHVQCTSZ]*/g,paramRE:/[^\\s,]+/g,paramIsX:{M:{0:!0,drawn:0},L:{0:!0,drawn:0},H:{0:!0,drawn:0},V:{},Q:{0:!0,2:!0,drawn:2},C:{0:!0,2:!0,4:!0,drawn:4},T:{0:!0,drawn:0},S:{0:!0,2:!0,drawn:2},Z:{}},paramIsY:{M:{1:!0,drawn:1},L:{1:!0,drawn:1},H:{},V:{0:!0,drawn:0},Q:{1:!0,3:!0,drawn:3},C:{1:!0,3:!0,5:!0,drawn:5},T:{1:!0,drawn:1},S:{1:!0,3:!0,drawn:5},Z:{}},numParams:{M:2,L:2,H:1,V:1,Q:4,C:6,T:2,S:4,Z:0}}},{}],455:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;./helpers&quot;);function l(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}if(a(&quot;visible&quot;)){a(&quot;layer&quot;),a(&quot;opacity&quot;),a(&quot;fillcolor&quot;),a(&quot;line.color&quot;),a(&quot;line.width&quot;),a(&quot;line.dash&quot;);for(var l=a(&quot;type&quot;,t.path?&quot;path&quot;:&quot;rect&quot;),u=a(&quot;xsizemode&quot;),c=a(&quot;ysizemode&quot;),f=[&quot;x&quot;,&quot;y&quot;],h=0;h&lt;2;h++){var d,p,g,v=f[h],m=v+&quot;anchor&quot;,y=&quot;x&quot;===v?u:c,b={_fullLayout:r},x=i.coerceRef(t,e,b,v,&quot;&quot;,&quot;paper&quot;);if(&quot;paper&quot;!==x?((d=i.getFromId(b,x))._shapeIndices.push(e._index),g=s.rangeToShapePosition(d),p=s.shapePositionToRange(d)):p=g=n.identity,&quot;path&quot;!==l){var _=v+&quot;0&quot;,w=v+&quot;1&quot;,A=t[_],M=t[w];t[_]=p(t[_],!0),t[w]=p(t[w],!0),&quot;pixel&quot;===y?(a(_,0),a(w,10)):(i.coercePosition(e,b,a,x,_,.25),i.coercePosition(e,b,a,x,w,.75)),e[_]=g(e[_]),e[w]=g(e[w]),t[_]=A,t[w]=M}if(&quot;pixel&quot;===y){var T=t[m];t[m]=p(t[m],!0),i.coercePosition(e,b,a,x,m,.25),e[m]=g(e[m]),t[m]=T}}&quot;path&quot;===l?a(&quot;path&quot;):n.noneOrAll(t,e,[&quot;x0&quot;,&quot;x1&quot;,&quot;y0&quot;,&quot;y1&quot;])}}e.exports=function(t,e){a(t,e,{name:&quot;shapes&quot;,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:452,&quot;./helpers&quot;:457}],456:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../color&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,u=t(&quot;../dragelement&quot;),c=t(&quot;../../lib/setcursor&quot;),f=t(&quot;./constants&quot;),h=t(&quot;./helpers&quot;);function d(t,e){t._fullLayout._paperdiv.selectAll(&#x27;.shapelayer [data-index=&quot;&#x27;+e+&#x27;&quot;]&#x27;).remove();var r=t._fullLayout.shapes[e]||{};if(r._input&amp;&amp;!1!==r.visible)if(&quot;below&quot;!==r.layer)m(t._fullLayout._shapeUpperLayer);else if(&quot;paper&quot;===r.xref||&quot;paper&quot;===r.yref)m(t._fullLayout._shapeLowerLayer);else{var d=t._fullLayout._plots[r.xref+r.yref];if(d)m((d.mainplotinfo||d).shapelayer);else m(t._fullLayout._shapeLowerLayer)}function m(d){var m={&quot;data-index&quot;:e,&quot;fill-rule&quot;:&quot;evenodd&quot;,d:g(t,r)},y=r.line.width?r.line.color:&quot;rgba(0,0,0,0)&quot;,b=d.append(&quot;path&quot;).attr(m).style(&quot;opacity&quot;,r.opacity).call(o.stroke,y).call(o.fill,r.fillcolor).call(s.dashLine,r.line.dash,r.line.width);p(b,t,r),t._context.edits.shapePosition&amp;&amp;function(t,e,r,o,d){var m,y,b,x,_,w,A,M,T,k,E,L,S,C,O,R,P=10,z=10,I=&quot;pixel&quot;===r.xsizemode,N=&quot;pixel&quot;===r.ysizemode,D=&quot;line&quot;===r.type,F=&quot;path&quot;===r.type,j=l(t.layout,&quot;shapes&quot;,r),B=j.modifyItem,U=a.getFromId(t,r.xref),V=a.getFromId(t,r.yref),H=h.getDataToPixel(t,U),q=h.getDataToPixel(t,V,!0),G=h.getPixelToData(t,U),X=h.getPixelToData(t,V,!0),W=D?function(){var t=Math.max(r.line.width,10),n=d.append(&quot;g&quot;).attr(&quot;data-index&quot;,o);n.append(&quot;path&quot;).attr(&quot;d&quot;,e.attr(&quot;d&quot;)).style({cursor:&quot;move&quot;,&quot;stroke-width&quot;:t,&quot;stroke-opacity&quot;:&quot;0&quot;});var i={&quot;fill-opacity&quot;:&quot;0&quot;},a=t/2&gt;10?t/2:10;return n.append(&quot;circle&quot;).attr({&quot;data-line-point&quot;:&quot;start-point&quot;,cx:I?H(r.xanchor)+r.x0:H(r.x0),cy:N?q(r.yanchor)-r.y0:q(r.y0),r:a}).style(i).classed(&quot;cursor-grab&quot;,!0),n.append(&quot;circle&quot;).attr({&quot;data-line-point&quot;:&quot;end-point&quot;,cx:I?H(r.xanchor)+r.x1:H(r.x1),cy:N?q(r.yanchor)-r.y1:q(r.y1),r:a}).style(i).classed(&quot;cursor-grab&quot;,!0),n}():e,Y={element:W.node(),gd:t,prepFn:function(n){I&amp;&amp;(_=H(r.xanchor));N&amp;&amp;(w=q(r.yanchor));&quot;path&quot;===r.type?O=r.path:(m=I?r.x0:H(r.x0),y=N?r.y0:q(r.y0),b=I?r.x1:H(r.x1),x=N?r.y1:q(r.y1));m&lt;b?(T=m,S=&quot;x0&quot;,k=b,C=&quot;x1&quot;):(T=b,S=&quot;x1&quot;,k=m,C=&quot;x0&quot;);!N&amp;&amp;y&lt;x||N&amp;&amp;y&gt;x?(A=y,E=&quot;y0&quot;,M=x,L=&quot;y1&quot;):(A=x,E=&quot;y1&quot;,M=y,L=&quot;y0&quot;);Z(n),J(d,r),function(t,e,r){var n=e.xref,i=e.yref,o=a.getFromId(r,n),l=a.getFromId(r,i),u=&quot;&quot;;&quot;paper&quot;===n||o.autorange||(u+=n);&quot;paper&quot;===i||l.autorange||(u+=i);s.setClipUrl(t,u?&quot;clip&quot;+r._fullLayout._uid+u:null,r)}(e,r,t),Y.moveFn=&quot;move&quot;===R?Q:$},doneFn:function(){c(e),K(d),p(e,t,r),n.call(&quot;_guiRelayout&quot;,t,j.getUpdateObj())},clickFn:function(){K(d)}};function Z(t){if(D)R=&quot;path&quot;===t.target.tagName?&quot;move&quot;:&quot;start-point&quot;===t.target.attributes[&quot;data-line-point&quot;].value?&quot;resize-over-start-point&quot;:&quot;resize-over-end-point&quot;;else{var r=Y.element.getBoundingClientRect(),n=r.right-r.left,i=r.bottom-r.top,a=t.clientX-r.left,o=t.clientY-r.top,s=!F&amp;&amp;n&gt;P&amp;&amp;i&gt;z&amp;&amp;!t.shiftKey?u.getCursor(a/n,1-o/i):&quot;move&quot;;c(e,s),R=s.split(&quot;-&quot;)[0]}}function Q(n,i){if(&quot;path&quot;===r.type){var a=function(t){return t},o=a,s=a;I?B(&quot;xanchor&quot;,r.xanchor=G(_+n)):(o=function(t){return G(H(t)+n)},U&amp;&amp;&quot;date&quot;===U.type&amp;&amp;(o=h.encodeDate(o))),N?B(&quot;yanchor&quot;,r.yanchor=X(w+i)):(s=function(t){return X(q(t)+i)},V&amp;&amp;&quot;date&quot;===V.type&amp;&amp;(s=h.encodeDate(s))),B(&quot;path&quot;,r.path=v(O,o,s))}else I?B(&quot;xanchor&quot;,r.xanchor=G(_+n)):(B(&quot;x0&quot;,r.x0=G(m+n)),B(&quot;x1&quot;,r.x1=G(b+n))),N?B(&quot;yanchor&quot;,r.yanchor=X(w+i)):(B(&quot;y0&quot;,r.y0=X(y+i)),B(&quot;y1&quot;,r.y1=X(x+i)));e.attr(&quot;d&quot;,g(t,r)),J(d,r)}function $(n,i){if(F){var a=function(t){return t},o=a,s=a;I?B(&quot;xanchor&quot;,r.xanchor=G(_+n)):(o=function(t){return G(H(t)+n)},U&amp;&amp;&quot;date&quot;===U.type&amp;&amp;(o=h.encodeDate(o))),N?B(&quot;yanchor&quot;,r.yanchor=X(w+i)):(s=function(t){return X(q(t)+i)},V&amp;&amp;&quot;date&quot;===V.type&amp;&amp;(s=h.encodeDate(s))),B(&quot;path&quot;,r.path=v(O,o,s))}else if(D){if(&quot;resize-over-start-point&quot;===R){var l=m+n,u=N?y-i:y+i;B(&quot;x0&quot;,r.x0=I?l:G(l)),B(&quot;y0&quot;,r.y0=N?u:X(u))}else if(&quot;resize-over-end-point&quot;===R){var c=b+n,f=N?x-i:x+i;B(&quot;x1&quot;,r.x1=I?c:G(c)),B(&quot;y1&quot;,r.y1=N?f:X(f))}}else{var p=~R.indexOf(&quot;n&quot;)?A+i:A,j=~R.indexOf(&quot;s&quot;)?M+i:M,W=~R.indexOf(&quot;w&quot;)?T+n:T,Y=~R.indexOf(&quot;e&quot;)?k+n:k;~R.indexOf(&quot;n&quot;)&amp;&amp;N&amp;&amp;(p=A-i),~R.indexOf(&quot;s&quot;)&amp;&amp;N&amp;&amp;(j=M-i),(!N&amp;&amp;j-p&gt;z||N&amp;&amp;p-j&gt;z)&amp;&amp;(B(E,r[E]=N?p:X(p)),B(L,r[L]=N?j:X(j))),Y-W&gt;P&amp;&amp;(B(S,r[S]=I?W:G(W)),B(C,r[C]=I?Y:G(Y)))}e.attr(&quot;d&quot;,g(t,r)),J(d,r)}function J(t,e){(I||N)&amp;&amp;function(){var r=&quot;path&quot;!==e.type,n=t.selectAll(&quot;.visual-cue&quot;).data([0]);n.enter().append(&quot;path&quot;).attr({fill:&quot;#fff&quot;,&quot;fill-rule&quot;:&quot;evenodd&quot;,stroke:&quot;#000&quot;,&quot;stroke-width&quot;:1}).classed(&quot;visual-cue&quot;,!0);var a=H(I?e.xanchor:i.midRange(r?[e.x0,e.x1]:h.extractPathCoords(e.path,f.paramIsX))),o=q(N?e.yanchor:i.midRange(r?[e.y0,e.y1]:h.extractPathCoords(e.path,f.paramIsY)));if(a=h.roundPositionForSharpStrokeRendering(a,1),o=h.roundPositionForSharpStrokeRendering(o,1),I&amp;&amp;N){var s=&quot;M&quot;+(a-1-1)+&quot;,&quot;+(o-1-1)+&quot;h-8v2h8 v8h2v-8 h8v-2h-8 v-8h-2 Z&quot;;n.attr(&quot;d&quot;,s)}else if(I){var l=&quot;M&quot;+(a-1-1)+&quot;,&quot;+(o-9-1)+&quot;v18 h2 v-18 Z&quot;;n.attr(&quot;d&quot;,l)}else{var u=&quot;M&quot;+(a-9-1)+&quot;,&quot;+(o-1-1)+&quot;h18 v2 h-18 Z&quot;;n.attr(&quot;d&quot;,u)}}()}function K(t){t.selectAll(&quot;.visual-cue&quot;).remove()}u.init(Y),W.node().onmousemove=Z}(t,b,r,e,d)}}function p(t,e,r){var n=(r.xref+r.yref).replace(/paper/g,&quot;&quot;);s.setClipUrl(t,n?&quot;clip&quot;+e._fullLayout._uid+n:null,e)}function g(t,e){var r,n,o,s,l,u,c,d,p=e.type,g=a.getFromId(t,e.xref),v=a.getFromId(t,e.yref),m=t._fullLayout._size;if(g?(r=h.shapePositionToRange(g),n=function(t){return g._offset+g.r2p(r(t,!0))}):n=function(t){return m.l+m.w*t},v?(o=h.shapePositionToRange(v),s=function(t){return v._offset+v.r2p(o(t,!0))}):s=function(t){return m.t+m.h*(1-t)},&quot;path&quot;===p)return g&amp;&amp;&quot;date&quot;===g.type&amp;&amp;(n=h.decodeDate(n)),v&amp;&amp;&quot;date&quot;===v.type&amp;&amp;(s=h.decodeDate(s)),function(t,e,r){var n=t.path,a=t.xsizemode,o=t.ysizemode,s=t.xanchor,l=t.yanchor;return n.replace(f.segmentRE,function(t){var n=0,u=t.charAt(0),c=f.paramIsX[u],h=f.paramIsY[u],d=f.numParams[u],p=t.substr(1).replace(f.paramRE,function(t){return c[n]?t=&quot;pixel&quot;===a?e(s)+Number(t):e(t):h[n]&amp;&amp;(t=&quot;pixel&quot;===o?r(l)-Number(t):r(t)),++n&gt;d&amp;&amp;(t=&quot;X&quot;),t});return n&gt;d&amp;&amp;(p=p.replace(/[\\s,]*X.*/,&quot;&quot;),i.log(&quot;Ignoring extra params in segment &quot;+t)),u+p})}(e,n,s);if(&quot;pixel&quot;===e.xsizemode){var y=n(e.xanchor);l=y+e.x0,u=y+e.x1}else l=n(e.x0),u=n(e.x1);if(&quot;pixel&quot;===e.ysizemode){var b=s(e.yanchor);c=b-e.y0,d=b-e.y1}else c=s(e.y0),d=s(e.y1);if(&quot;line&quot;===p)return&quot;M&quot;+l+&quot;,&quot;+c+&quot;L&quot;+u+&quot;,&quot;+d;if(&quot;rect&quot;===p)return&quot;M&quot;+l+&quot;,&quot;+c+&quot;H&quot;+u+&quot;V&quot;+d+&quot;H&quot;+l+&quot;Z&quot;;var x=(l+u)/2,_=(c+d)/2,w=Math.abs(x-l),A=Math.abs(_-c),M=&quot;A&quot;+w+&quot;,&quot;+A,T=x+w+&quot;,&quot;+_;return&quot;M&quot;+T+M+&quot; 0 1,1 &quot;+(x+&quot;,&quot;+(_-A))+M+&quot; 0 0,1 &quot;+T+&quot;Z&quot;}function v(t,e,r){return t.replace(f.segmentRE,function(t){var n=0,i=t.charAt(0),a=f.paramIsX[i],o=f.paramIsY[i],s=f.numParams[i];return i+t.substr(1).replace(f.paramRE,function(t){return n&gt;=s?t:(a[n]?t=e(t):o[n]&amp;&amp;(t=r(t)),n++,t)})})}e.exports={draw:function(t){var e=t._fullLayout;for(var r in e._shapeUpperLayer.selectAll(&quot;path&quot;).remove(),e._shapeLowerLayer.selectAll(&quot;path&quot;).remove(),e._plots){var n=e._plots[r].shapelayer;n&amp;&amp;n.selectAll(&quot;path&quot;).remove()}for(var i=0;i&lt;e.shapes.length;i++)e.shapes[i].visible&amp;&amp;d(t,i)},drawOne:d}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:454,&quot;./helpers&quot;:457}],457:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;),i=t(&quot;../../lib&quot;);r.rangeToShapePosition=function(t){return&quot;log&quot;===t.type?t.r2d:function(t){return t}},r.shapePositionToRange=function(t){return&quot;log&quot;===t.type?t.d2r:function(t){return t}},r.decodeDate=function(t){return function(e){return e.replace&amp;&amp;(e=e.replace(&quot;_&quot;,&quot; &quot;)),t(e)}},r.encodeDate=function(t){return function(e){return t(e).replace(&quot; &quot;,&quot;_&quot;)}},r.extractPathCoords=function(t,e){var r=[];return 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&lt;a||r.push(i.cleanNumber(o[a]))}}),r},r.getDataToPixel=function(t,e,n){var i,a=t._fullLayout._size;if(e){var o=r.shapePositionToRange(e);i=function(t){return e._offset+e.r2p(o(t,!0))},&quot;date&quot;===e.type&amp;&amp;(i=r.decodeDate(i))}else i=n?function(t){return a.t+a.h*(1-t)}:function(t){return a.l+a.w*t};return i},r.getPixelToData=function(t,e,n){var i,a=t._fullLayout._size;if(e){var o=r.rangeToShapePosition(e);i=function(t){return o(e.p2r(t-e._offset))}}else i=n?function(t){return 1-(t-a.t)/a.h}:function(t){return(t-a.l)/a.w};return i},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n}},{&quot;../../lib&quot;:495,&quot;./constants&quot;:454}],458:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;shapes&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;shapes&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:n.draw,drawOne:n.drawOne}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:452,&quot;./calc_autorange&quot;:453,&quot;./defaults&quot;:455,&quot;./draw&quot;:456}],459:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../../plots/pad_attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendDeepAll,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll,s=t(&quot;../../plots/animation_attributes&quot;),l=t(&quot;../../plot_api/plot_template&quot;).templatedArray,u=t(&quot;./constants&quot;),c=l(&quot;step&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0},method:{valType:&quot;enumerated&quot;,values:[&quot;restyle&quot;,&quot;relayout&quot;,&quot;animate&quot;,&quot;update&quot;,&quot;skip&quot;],dflt:&quot;restyle&quot;},args:{valType:&quot;info_array&quot;,freeLength:!0,items:[{valType:&quot;any&quot;},{valType:&quot;any&quot;},{valType:&quot;any&quot;}]},label:{valType:&quot;string&quot;},value:{valType:&quot;string&quot;},execute:{valType:&quot;boolean&quot;,dflt:!0}});e.exports=o(l(&quot;slider&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0},active:{valType:&quot;number&quot;,min:0,dflt:0},steps:c,lenmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;fraction&quot;},len:{valType:&quot;number&quot;,min:0,dflt:1},x:{valType:&quot;number&quot;,min:-2,max:3,dflt:0},pad:a(i({editType:&quot;arraydraw&quot;}),{},{t:{dflt:20}}),xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:0},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;},transition:{duration:{valType:&quot;number&quot;,min:0,dflt:150},easing:{valType:&quot;enumerated&quot;,values:s.transition.easing.values,dflt:&quot;cubic-in-out&quot;}},currentvalue:{visible:{valType:&quot;boolean&quot;,dflt:!0},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},offset:{valType:&quot;number&quot;,dflt:10},prefix:{valType:&quot;string&quot;},suffix:{valType:&quot;string&quot;},font:n({})},font:n({}),activebgcolor:{valType:&quot;color&quot;,dflt:u.gripBgActiveColor},bgcolor:{valType:&quot;color&quot;,dflt:u.railBgColor},bordercolor:{valType:&quot;color&quot;,dflt:u.railBorderColor},borderwidth:{valType:&quot;number&quot;,min:0,dflt:u.railBorderWidth},ticklen:{valType:&quot;number&quot;,min:0,dflt:u.tickLength},tickcolor:{valType:&quot;color&quot;,dflt:u.tickColor},tickwidth:{valType:&quot;number&quot;,min:0,dflt:1},minorticklen:{valType:&quot;number&quot;,min:0,dflt:u.minorTickLength}}),&quot;arraydraw&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/animation_attributes&quot;:536,&quot;../../plots/font_attributes&quot;:567,&quot;../../plots/pad_attributes&quot;:583,&quot;./constants&quot;:460}],460:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;sliders&quot;,containerClassName:&quot;slider-container&quot;,groupClassName:&quot;slider-group&quot;,inputAreaClass:&quot;slider-input-area&quot;,railRectClass:&quot;slider-rail-rect&quot;,railTouchRectClass:&quot;slider-rail-touch-rect&quot;,gripRectClass:&quot;slider-grip-rect&quot;,tickRectClass:&quot;slider-tick-rect&quot;,inputProxyClass:&quot;slider-input-proxy&quot;,labelsClass:&quot;slider-labels&quot;,labelGroupClass:&quot;slider-label-group&quot;,labelClass:&quot;slider-label&quot;,currentValueClass:&quot;slider-current-value&quot;,railHeight:5,menuIndexAttrName:&quot;slider-active-index&quot;,autoMarginIdRoot:&quot;slider-&quot;,minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:&quot;#bec8d9&quot;,railBgColor:&quot;#f8fafc&quot;,railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:&quot;#bec8d9&quot;,gripBgColor:&quot;#f6f8fa&quot;,gripBgActiveColor:&quot;#dbdde0&quot;,labelPadding:8,labelOffset:0,tickWidth:1,tickColor:&quot;#333&quot;,tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:&quot;#333&quot;,minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],461:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/array_container_defaults&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;).name,s=a.steps;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}for(var s=i(t,e,{name:&quot;steps&quot;,handleItemDefaults:u}),l=0,c=0;c&lt;s.length;c++)s[c].visible&amp;&amp;l++;if(l&lt;2?e.visible=!1:o(&quot;visible&quot;)){e._stepCount=l;var f=e._visibleSteps=n.filterVisible(s);(s[o(&quot;active&quot;)]||{}).visible||(e.active=f[0]._index),o(&quot;x&quot;),o(&quot;y&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),o(&quot;xanchor&quot;),o(&quot;yanchor&quot;),o(&quot;len&quot;),o(&quot;lenmode&quot;),o(&quot;pad.t&quot;),o(&quot;pad.r&quot;),o(&quot;pad.b&quot;),o(&quot;pad.l&quot;),n.coerceFont(o,&quot;font&quot;,r.font),o(&quot;currentvalue.visible&quot;)&amp;&amp;(o(&quot;currentvalue.xanchor&quot;),o(&quot;currentvalue.prefix&quot;),o(&quot;currentvalue.suffix&quot;),o(&quot;currentvalue.offset&quot;),n.coerceFont(o,&quot;currentvalue.font&quot;,e.font)),o(&quot;transition.duration&quot;),o(&quot;transition.easing&quot;),o(&quot;bgcolor&quot;),o(&quot;activebgcolor&quot;),o(&quot;bordercolor&quot;),o(&quot;borderwidth&quot;),o(&quot;ticklen&quot;),o(&quot;tickwidth&quot;),o(&quot;tickcolor&quot;),o(&quot;minorticklen&quot;)}}function u(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}if(&quot;skip&quot;===t.method||Array.isArray(t.args)?r(&quot;visible&quot;):e.visible=!1){r(&quot;method&quot;),r(&quot;args&quot;);var i=r(&quot;label&quot;,&quot;step-&quot;+e._index);r(&quot;value&quot;,i),r(&quot;execute&quot;)}}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;./attributes&quot;:459,&quot;./constants&quot;:460}],462:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../color&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,c=t(&quot;./constants&quot;),f=t(&quot;../../constants/alignment&quot;),h=f.LINE_SPACING,d=f.FROM_TL,p=f.FROM_BR;function g(t){return c.autoMarginIdRoot+t._index}function v(t){return t._index}function m(t,e){var r=o.tester.selectAll(&quot;g.&quot;+c.labelGroupClass).data(e._visibleSteps);r.enter().append(&quot;g&quot;).classed(c.labelGroupClass,!0);var a=0,u=0;r.each(function(t){var r=x(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);u=Math.max(u,i.height),a=Math.max(a,i.width)}}),r.remove();var f=e._dims={};f.inputAreaWidth=Math.max(c.railWidth,c.gripHeight);var h=t._fullLayout._size;f.lx=h.l+h.w*e.x,f.ly=h.t+h.h*(1-e.y),&quot;fraction&quot;===e.lenmode?f.outerLength=Math.round(h.w*e.len):f.outerLength=e.len,f.inputAreaStart=0,f.inputAreaLength=Math.round(f.outerLength-e.pad.l-e.pad.r);var v=(f.inputAreaLength-2*c.stepInset)/(e._stepCount-1),m=a+c.labelPadding;if(f.labelStride=Math.max(1,Math.ceil(m/v)),f.labelHeight=u,f.currentValueMaxWidth=0,f.currentValueHeight=0,f.currentValueTotalHeight=0,f.currentValueMaxLines=1,e.currentvalue.visible){var b=o.tester.append(&quot;g&quot;);r.each(function(t){var r=y(b,e,t.label),n=r.node()&amp;&amp;o.bBox(r.node())||{width:0,height:0},i=l.lineCount(r);f.currentValueMaxWidth=Math.max(f.currentValueMaxWidth,Math.ceil(n.width)),f.currentValueHeight=Math.max(f.currentValueHeight,Math.ceil(n.height)),f.currentValueMaxLines=Math.max(f.currentValueMaxLines,i)}),f.currentValueTotalHeight=f.currentValueHeight+e.currentvalue.offset,b.remove()}f.height=f.currentValueTotalHeight+c.tickOffset+e.ticklen+c.labelOffset+f.labelHeight+e.pad.t+e.pad.b;var _=&quot;left&quot;;s.isRightAnchor(e)&amp;&amp;(f.lx-=f.outerLength,_=&quot;right&quot;),s.isCenterAnchor(e)&amp;&amp;(f.lx-=f.outerLength/2,_=&quot;center&quot;);var w=&quot;top&quot;;s.isBottomAnchor(e)&amp;&amp;(f.ly-=f.height,w=&quot;bottom&quot;),s.isMiddleAnchor(e)&amp;&amp;(f.ly-=f.height/2,w=&quot;middle&quot;),f.outerLength=Math.ceil(f.outerLength),f.height=Math.ceil(f.height),f.lx=Math.round(f.lx),f.ly=Math.round(f.ly);var A={y:e.y,b:f.height*p[w],t:f.height*d[w]};&quot;fraction&quot;===e.lenmode?(A.l=0,A.xl=e.x-e.len*d[_],A.r=0,A.xr=e.x+e.len*p[_]):(A.x=e.x,A.l=f.outerLength*d[_],A.r=f.outerLength*p[_]),i.autoMargin(t,g(e),A)}function y(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case&quot;right&quot;:n=a.inputAreaLength-c.currentValueInset-a.currentValueMaxWidth,i=&quot;left&quot;;break;case&quot;center&quot;:n=.5*a.inputAreaLength,i=&quot;middle&quot;;break;default:n=c.currentValueInset,i=&quot;left&quot;}var u=s.ensureSingle(t,&quot;text&quot;,c.labelClass,function(t){t.classed(&quot;user-select-none&quot;,!0).attr({&quot;text-anchor&quot;:i,&quot;data-notex&quot;:1})}),f=e.currentvalue.prefix?e.currentvalue.prefix:&quot;&quot;;if(&quot;string&quot;==typeof r)f+=r;else{var d=e.steps[e.active].label,p=e._gd._fullLayout.meta;p&amp;&amp;(d=s.templateString(d,{meta:p})),f+=d}e.currentvalue.suffix&amp;&amp;(f+=e.currentvalue.suffix),u.call(o.font,e.currentvalue.font).text(f).call(l.convertToTspans,e._gd);var g=l.lineCount(u),v=(a.currentValueMaxLines+1-g)*e.currentvalue.font.size*h;return l.positionText(u,n,v),u}}function b(t,e,r){s.ensureSingle(t,&quot;rect&quot;,c.gripRectClass,function(n){n.call(M,e,t,r).style(&quot;pointer-events&quot;,&quot;all&quot;)}).attr({width:c.gripWidth,height:c.gripHeight,rx:c.gripRadius,ry:c.gripRadius}).call(a.stroke,r.bordercolor).call(a.fill,r.bgcolor).style(&quot;stroke-width&quot;,r.borderwidth+&quot;px&quot;)}function x(t,e,r){var n=s.ensureSingle(t,&quot;text&quot;,c.labelClass,function(t){t.classed(&quot;user-select-none&quot;,!0).attr({&quot;text-anchor&quot;:&quot;middle&quot;,&quot;data-notex&quot;:1})}),i=e.step.label,a=r._gd._fullLayout.meta;return a&amp;&amp;(i=s.templateString(i,{meta:a})),n.call(o.font,r.font).text(i).call(l.convertToTspans,r._gd),n}function _(t,e){var r=s.ensureSingle(t,&quot;g&quot;,c.labelsClass),i=e._dims,a=r.selectAll(&quot;g.&quot;+c.labelGroupClass).data(i.labelSteps);a.enter().append(&quot;g&quot;).classed(c.labelGroupClass,!0),a.exit().remove(),a.each(function(t){var r=n.select(this);r.call(x,t,e),o.setTranslate(r,E(e,t.fraction),c.tickOffset+e.ticklen+e.font.size*h+c.labelOffset+i.currentValueTotalHeight)})}function w(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&amp;&amp;A(t,e,r,o,!0,i)}function A(t,e,r,n,a,o){var s=r.active;r.active=n,u(t.layout,c.name,r).applyUpdate(&quot;active&quot;,n);var l=r.steps[r.active];e.call(k,r,o),e.call(y,r),t.emit(&quot;plotly_sliderchange&quot;,{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&amp;&amp;l.method&amp;&amp;a&amp;&amp;(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame(function(){var r=e._nextMethod.step;r.method&amp;&amp;(r.execute&amp;&amp;i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)})))}function M(t,e,r){var i=r.node(),o=n.select(e);function s(){return r.data()[0]}t.on(&quot;mousedown&quot;,function(){var t=s();e.emit(&quot;plotly_sliderstart&quot;,{slider:t});var l=r.select(&quot;.&quot;+c.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var u=L(t,n.mouse(i)[0]);w(e,r,t,u,!0),t._dragging=!0,o.on(&quot;mousemove&quot;,function(){var t=s(),a=L(t,n.mouse(i)[0]);w(e,r,t,a,!1)}),o.on(&quot;mouseup&quot;,function(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(&quot;mouseup&quot;,null),o.on(&quot;mousemove&quot;,null),e.emit(&quot;plotly_sliderend&quot;,{slider:t,step:t.steps[t.active]})})})}function T(t,e){var r=t.selectAll(&quot;rect.&quot;+c.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(&quot;rect&quot;).classed(c.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+&quot;px&quot;,&quot;shape-rendering&quot;:&quot;crispEdges&quot;}),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?c.tickOffset:c.minorTickOffset)+i.currentValueTotalHeight)})}function k(t,e,r){for(var n=t.select(&quot;rect.&quot;+c.gripRectClass),i=0,a=0;a&lt;e._stepCount;a++)if(e._visibleSteps[a]._index===e.active){i=a;break}var o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&amp;&amp;e.transition.duration&gt;0&amp;&amp;(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(&quot;transform&quot;,&quot;translate(&quot;+(o-.5*c.gripWidth)+&quot;,&quot;+e._dims.currentValueTotalHeight+&quot;)&quot;)}}function E(t,e){var r=t._dims;return r.inputAreaStart+c.stepInset+(r.inputAreaLength-2*c.stepInset)*Math.min(1,Math.max(0,e))}function L(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-c.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*c.stepInset-2*r.inputAreaStart)))}function S(t,e,r){var n=r._dims,i=s.ensureSingle(t,&quot;rect&quot;,c.railTouchRectClass,function(n){n.call(M,e,t,r).style(&quot;pointer-events&quot;,&quot;all&quot;)});i.attr({width:n.inputAreaLength,height:Math.max(n.inputAreaWidth,c.tickOffset+r.ticklen+n.labelHeight)}).call(a.fill,r.bgcolor).attr(&quot;opacity&quot;,0),o.setTranslate(i,0,n.currentValueTotalHeight)}function C(t,e){var r=e._dims,n=r.inputAreaLength-2*c.railInset,i=s.ensureSingle(t,&quot;rect&quot;,c.railRectClass);i.attr({width:n,height:c.railWidth,rx:c.railRadius,ry:c.railRadius,&quot;shape-rendering&quot;:&quot;crispEdges&quot;}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;),o.setTranslate(i,c.railInset,.5*(r.inputAreaWidth-c.railWidth)+r.currentValueTotalHeight)}e.exports=function(t){var e=t._fullLayout,r=function(t,e){for(var r=t[c.name],n=[],i=0;i&lt;r.length;i++){var a=r[i];a.visible&amp;&amp;(a._gd=e,n.push(a))}return n}(e,t),a=e._infolayer.selectAll(&quot;g.&quot;+c.containerClassName).data(r.length&gt;0?[0]:[]);function s(e){e._commandObserver&amp;&amp;(e._commandObserver.remove(),delete e._commandObserver),i.autoMargin(t,g(e))}if(a.enter().append(&quot;g&quot;).classed(c.containerClassName,!0).style(&quot;cursor&quot;,&quot;ew-resize&quot;),a.exit().each(function(){n.select(this).selectAll(&quot;g.&quot;+c.groupClassName).each(s)}).remove(),0!==r.length){var l=a.selectAll(&quot;g.&quot;+c.groupClassName).data(r,v);l.enter().append(&quot;g&quot;).classed(c.groupClassName,!0),l.exit().each(s).remove();for(var u=0;u&lt;r.length;u++){var f=r[u];m(t,f)}l.each(function(e){var r=n.select(this);!function(t){var e=t._dims;e.labelSteps=[];for(var r=t._stepCount,n=0;n&lt;r;n+=e.labelStride)e.labelSteps.push({fraction:n/(r-1),step:t._visibleSteps[n]})}(e),i.manageCommandObserver(t,e,e._visibleSteps,function(e){var n=r.data()[0];n.active!==e.index&amp;&amp;(n._dragging||A(t,r,n,e.index,!1,!0))}),function(t,e,r){(r.steps[r.active]||{}).visible||(r.active=r._visibleSteps[0]._index);e.call(y,r).call(C,r).call(_,r).call(T,r).call(S,t,r).call(b,t,r);var n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(k,r,!1),e.call(y,r)}(t,n.select(this),e)})}}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/plots&quot;:584,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:460,d3:81}],463:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;);e.exports={moduleType:&quot;component&quot;,name:n.name,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;)}},{&quot;./attributes&quot;:459,&quot;./constants&quot;:460,&quot;./defaults&quot;:461,&quot;./draw&quot;:462}],464:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../drawing&quot;),u=t(&quot;../color&quot;),c=t(&quot;../../lib/svg_text_utils&quot;),f=t(&quot;../../constants/interactions&quot;);e.exports={draw:function(t,e,r){var d,p=r.propContainer,g=r.propName,v=r.placeholder,m=r.traceIndex,y=r.avoid||{},b=r.attributes,x=r.transform,_=r.containerGroup,w=t._fullLayout,A=1,M=!1,T=p.title,k=(T&amp;&amp;T.text?T.text:&quot;&quot;).trim(),E=T&amp;&amp;T.font?T.font:{},L=E.family,S=E.size,C=E.color;&quot;title.text&quot;===g?d=&quot;titleText&quot;:-1!==g.indexOf(&quot;axis&quot;)?d=&quot;axisTitleText&quot;:g.indexOf(!0)&amp;&amp;(d=&quot;colorbarTitleText&quot;);var O=t._context.edits[d];&quot;&quot;===k?A=0:k.replace(h,&quot; % &quot;)===v.replace(h,&quot; % &quot;)&amp;&amp;(A=.2,M=!0,O||(k=&quot;&quot;));w.meta&amp;&amp;(k=s.templateString(k,{meta:w.meta}));var R=k||O;_||(_=s.ensureSingle(w._infolayer,&quot;g&quot;,&quot;g-&quot;+e));var P=_.selectAll(&quot;text&quot;).data(R?[0]:[]);if(P.enter().append(&quot;text&quot;),P.text(k).attr(&quot;class&quot;,e),P.exit().remove(),!R)return _;function z(t){s.syncOrAsync([I,N],t)}function I(e){var r;return x?(r=&quot;&quot;,x.rotate&amp;&amp;(r+=&quot;rotate(&quot;+[x.rotate,b.x,b.y]+&quot;)&quot;),x.offset&amp;&amp;(r+=&quot;translate(0, &quot;+x.offset+&quot;)&quot;)):r=null,e.attr(&quot;transform&quot;,r),e.style({&quot;font-family&quot;:L,&quot;font-size&quot;:n.round(S,2)+&quot;px&quot;,fill:u.rgb(C),opacity:A*u.opacity(C),&quot;font-weight&quot;:a.fontWeight}).attr(b).call(c.convertToTspans,t),a.previousPromises(t)}function N(t){var e=n.select(t.node().parentNode);if(y&amp;&amp;y.selection&amp;&amp;y.side&amp;&amp;k){e.attr(&quot;transform&quot;,null);var r=0,a={left:&quot;right&quot;,right:&quot;left&quot;,top:&quot;bottom&quot;,bottom:&quot;top&quot;}[y.side],o=-1!==[&quot;left&quot;,&quot;top&quot;].indexOf(y.side)?-1:1,u=i(y.pad)?y.pad:2,c=l.bBox(e.node()),f={left:0,top:0,right:w.width,bottom:w.height},h=y.maxShift||(f[y.side]-c[y.side])*(&quot;left&quot;===y.side||&quot;top&quot;===y.side?-1:1);if(h&lt;0)r=h;else{var d=y.offsetLeft||0,p=y.offsetTop||0;c.left-=d,c.right-=d,c.top-=p,c.bottom-=p,y.selection.each(function(){var t=l.bBox(this);s.bBoxIntersect(c,t,u)&amp;&amp;(r=Math.max(r,o*(t[y.side]-c[a])+u))}),r=Math.min(h,r)}if(r&gt;0||h&lt;0){var g={left:[-r,0],right:[r,0],top:[0,-r],bottom:[0,r]}[y.side];e.attr(&quot;transform&quot;,&quot;translate(&quot;+g+&quot;)&quot;)}}}P.call(z),O&amp;&amp;(k?P.on(&quot;.opacity&quot;,null):(A=0,M=!0,P.text(v).on(&quot;mouseover.opacity&quot;,function(){n.select(this).transition().duration(f.SHOW_PLACEHOLDER).style(&quot;opacity&quot;,1)}).on(&quot;mouseout.opacity&quot;,function(){n.select(this).transition().duration(f.HIDE_PLACEHOLDER).style(&quot;opacity&quot;,0)})),P.call(c.makeEditable,{gd:t}).on(&quot;edit&quot;,function(e){void 0!==m?o.call(&quot;_guiRestyle&quot;,t,g,e,m):o.call(&quot;_guiRelayout&quot;,t,g,e)}).on(&quot;cancel&quot;,function(){this.text(this.attr(&quot;data-unformatted&quot;)).call(z)}).on(&quot;input&quot;,function(t){this.text(t||&quot; &quot;).call(c.positionText,b.x,b.y)}));return P.classed(&quot;js-placeholder&quot;,M),_}};var h=/ [XY][0-9]* /},{&quot;../../constants/interactions&quot;:474,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81,&quot;fast-isnumeric&quot;:90}],465:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendFlat,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll,s=t(&quot;../../plots/pad_attributes&quot;),l=t(&quot;../../plot_api/plot_template&quot;).templatedArray,u=l(&quot;button&quot;,{visible:{valType:&quot;boolean&quot;},method:{valType:&quot;enumerated&quot;,values:[&quot;restyle&quot;,&quot;relayout&quot;,&quot;animate&quot;,&quot;update&quot;,&quot;skip&quot;],dflt:&quot;restyle&quot;},args:{valType:&quot;info_array&quot;,freeLength:!0,items:[{valType:&quot;any&quot;},{valType:&quot;any&quot;},{valType:&quot;any&quot;}]},label:{valType:&quot;string&quot;,dflt:&quot;&quot;},execute:{valType:&quot;boolean&quot;,dflt:!0}});e.exports=o(l(&quot;updatemenu&quot;,{_arrayAttrRegexps:[/^updatemenus\\[(0|[1-9][0-9]+)\\]\\.buttons/],visible:{valType:&quot;boolean&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;dropdown&quot;,&quot;buttons&quot;],dflt:&quot;dropdown&quot;},direction:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;right&quot;,&quot;up&quot;,&quot;down&quot;],dflt:&quot;down&quot;},active:{valType:&quot;integer&quot;,min:-1,dflt:0},showactive:{valType:&quot;boolean&quot;,dflt:!0},buttons:u,x:{valType:&quot;number&quot;,min:-2,max:3,dflt:-.05},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;right&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:1},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;},pad:a(s({editType:&quot;arraydraw&quot;}),{}),font:n({}),bgcolor:{valType:&quot;color&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.borderLine},borderwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;arraydraw&quot;}}),&quot;arraydraw&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/font_attributes&quot;:567,&quot;../../plots/pad_attributes&quot;:583,&quot;../color/attributes&quot;:375}],466:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;updatemenus&quot;,containerClassName:&quot;updatemenu-container&quot;,headerGroupClassName:&quot;updatemenu-header-group&quot;,headerClassName:&quot;updatemenu-header&quot;,headerArrowClassName:&quot;updatemenu-header-arrow&quot;,dropdownButtonGroupClassName:&quot;updatemenu-dropdown-button-group&quot;,dropdownButtonClassName:&quot;updatemenu-dropdown-button&quot;,buttonClassName:&quot;updatemenu-button&quot;,itemRectClassName:&quot;updatemenu-item-rect&quot;,itemTextClassName:&quot;updatemenu-item-text&quot;,menuIndexAttrName:&quot;updatemenu-active-index&quot;,autoMarginIdRoot:&quot;updatemenu-&quot;,blankHeaderOpts:{label:&quot;  &quot;},minWidth:30,minHeight:30,textPadX:24,arrowPadX:16,rx:2,ry:2,textOffsetX:12,textOffsetY:3,arrowOffsetX:4,gapButtonHeader:5,gapButton:2,activeColor:&quot;#F4FAFF&quot;,hoverColor:&quot;#F4FAFF&quot;,arrowSymbol:{left:&quot;\\u25c4&quot;,right:&quot;\\u25ba&quot;,up:&quot;\\u25b2&quot;,down:&quot;\\u25bc&quot;}}},{}],467:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/array_container_defaults&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;).name,s=a.buttons;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}o(&quot;visible&quot;,i(t,e,{name:&quot;buttons&quot;,handleItemDefaults:u}).length&gt;0)&amp;&amp;(o(&quot;active&quot;),o(&quot;direction&quot;),o(&quot;type&quot;),o(&quot;showactive&quot;),o(&quot;x&quot;),o(&quot;y&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),o(&quot;xanchor&quot;),o(&quot;yanchor&quot;),o(&quot;pad.t&quot;),o(&quot;pad.r&quot;),o(&quot;pad.b&quot;),o(&quot;pad.l&quot;),n.coerceFont(o,&quot;font&quot;,r.font),o(&quot;bgcolor&quot;,r.paper_bgcolor),o(&quot;bordercolor&quot;),o(&quot;borderwidth&quot;))}function u(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}r(&quot;visible&quot;,&quot;skip&quot;===t.method||Array.isArray(t.args))&amp;&amp;(r(&quot;method&quot;),r(&quot;args&quot;),r(&quot;label&quot;),r(&quot;execute&quot;))}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;./attributes&quot;:465,&quot;./constants&quot;:466}],468:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../color&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,c=t(&quot;../../constants/alignment&quot;).LINE_SPACING,f=t(&quot;./constants&quot;),h=t(&quot;./scrollbox&quot;);function d(t){return t._index}function p(t,e){return+t.attr(f.menuIndexAttrName)===e._index}function g(t,e,r,n,i,a,o,s){e.active=o,u(t.layout,f.name,e).applyUpdate(&quot;active&quot;,o),&quot;buttons&quot;===e.type?m(t,n,null,null,e):&quot;dropdown&quot;===e.type&amp;&amp;(i.attr(f.menuIndexAttrName,&quot;-1&quot;),v(t,n,i,a,e),s||m(t,n,i,a,e))}function v(t,e,r,n,i){var a=s.ensureSingle(e,&quot;g&quot;,f.headerClassName,function(t){t.style(&quot;pointer-events&quot;,&quot;all&quot;)}),l=i._dims,u=i.active,c=i.buttons[u]||f.blankHeaderOpts,h={y:i.pad.t,yPad:0,x:i.pad.l,xPad:0,index:0},d={width:l.headerWidth,height:l.headerHeight};a.call(y,i,c,t).call(k,i,h,d),s.ensureSingle(e,&quot;text&quot;,f.headerArrowClassName,function(t){t.classed(&quot;user-select-none&quot;,!0).attr(&quot;text-anchor&quot;,&quot;end&quot;).call(o.font,i.font).text(f.arrowSymbol[i.direction])}).attr({x:l.headerWidth-f.arrowOffsetX+i.pad.l,y:l.headerHeight/2+f.textOffsetY+i.pad.t}),a.on(&quot;click&quot;,function(){r.call(E,String(p(r,i)?-1:i._index)),m(t,e,r,n,i)}),a.on(&quot;mouseover&quot;,function(){a.call(w)}),a.on(&quot;mouseout&quot;,function(){a.call(A,i)}),o.setTranslate(e,l.lx,l.ly)}function m(t,e,r,a,o){r||(r=e).attr(&quot;pointer-events&quot;,&quot;all&quot;);var l=function(t){return-1==+t.attr(f.menuIndexAttrName)}(r)&amp;&amp;&quot;buttons&quot;!==o.type?[]:o.buttons,u=&quot;dropdown&quot;===o.type?f.dropdownButtonClassName:f.buttonClassName,c=r.selectAll(&quot;g.&quot;+u).data(s.filterVisible(l)),h=c.enter().append(&quot;g&quot;).classed(u,!0),d=c.exit();&quot;dropdown&quot;===o.type?(h.attr(&quot;opacity&quot;,&quot;0&quot;).transition().attr(&quot;opacity&quot;,&quot;1&quot;),d.transition().attr(&quot;opacity&quot;,&quot;0&quot;).remove()):d.remove();var p=0,v=0,m=o._dims,b=-1!==[&quot;up&quot;,&quot;down&quot;].indexOf(o.direction);&quot;dropdown&quot;===o.type&amp;&amp;(b?v=m.headerHeight+f.gapButtonHeader:p=m.headerWidth+f.gapButtonHeader),&quot;dropdown&quot;===o.type&amp;&amp;&quot;up&quot;===o.direction&amp;&amp;(v=-f.gapButtonHeader+f.gapButton-m.openHeight),&quot;dropdown&quot;===o.type&amp;&amp;&quot;left&quot;===o.direction&amp;&amp;(p=-f.gapButtonHeader+f.gapButton-m.openWidth);var x={x:m.lx+p+o.pad.l,y:m.ly+v+o.pad.t,yPad:f.gapButton,xPad:f.gapButton,index:0},M={l:x.x+o.borderwidth,t:x.y+o.borderwidth};c.each(function(s,l){var u=n.select(this);u.call(y,o,s,t).call(k,o,x),u.on(&quot;click&quot;,function(){n.event.defaultPrevented||(g(t,o,0,e,r,a,l),s.execute&amp;&amp;i.executeAPICommand(t,s.method,s.args),t.emit(&quot;plotly_buttonclicked&quot;,{menu:o,button:s,active:o.active}))}),u.on(&quot;mouseover&quot;,function(){u.call(w)}),u.on(&quot;mouseout&quot;,function(){u.call(A,o),c.call(_,o)})}),c.call(_,o),b?(M.w=Math.max(m.openWidth,m.headerWidth),M.h=x.y-M.t):(M.w=x.x-M.l,M.h=Math.max(m.openHeight,m.headerHeight)),M.direction=o.direction,a&amp;&amp;(c.size()?function(t,e,r,n,i,a){var o,s,l,u=i.direction,c=&quot;up&quot;===u||&quot;down&quot;===u,h=i._dims,d=i.active;if(c)for(s=0,l=0;l&lt;d;l++)s+=h.heights[l]+f.gapButton;else for(o=0,l=0;l&lt;d;l++)o+=h.widths[l]+f.gapButton;n.enable(a,o,s),n.hbar&amp;&amp;n.hbar.attr(&quot;opacity&quot;,&quot;0&quot;).transition().attr(&quot;opacity&quot;,&quot;1&quot;);n.vbar&amp;&amp;n.vbar.attr(&quot;opacity&quot;,&quot;0&quot;).transition().attr(&quot;opacity&quot;,&quot;1&quot;)}(0,0,0,a,o,M):function(t){var e=!!t.hbar,r=!!t.vbar;e&amp;&amp;t.hbar.transition().attr(&quot;opacity&quot;,&quot;0&quot;).each(&quot;end&quot;,function(){e=!1,r||t.disable()});r&amp;&amp;t.vbar.transition().attr(&quot;opacity&quot;,&quot;0&quot;).each(&quot;end&quot;,function(){r=!1,e||t.disable()})}(a))}function y(t,e,r,n){t.call(b,e).call(x,e,r,n)}function b(t,e){s.ensureSingle(t,&quot;rect&quot;,f.itemRectClassName,function(t){t.attr({rx:f.rx,ry:f.ry,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;)}function x(t,e,r,n){var i=s.ensureSingle(t,&quot;text&quot;,f.itemTextClassName,function(t){t.classed(&quot;user-select-none&quot;,!0).attr({&quot;text-anchor&quot;:&quot;start&quot;,&quot;data-notex&quot;:1})}),a=r.label,u=n._fullLayout.meta;u&amp;&amp;(a=s.templateString(a,{meta:u})),i.call(o.font,e.font).text(a).call(l.convertToTspans,n)}function _(t,e){var r=e.active;t.each(function(t,i){var o=n.select(this);i===r&amp;&amp;e.showactive&amp;&amp;o.select(&quot;rect.&quot;+f.itemRectClassName).call(a.fill,f.activeColor)})}function w(t){t.select(&quot;rect.&quot;+f.itemRectClassName).call(a.fill,f.hoverColor)}function A(t,e){t.select(&quot;rect.&quot;+f.itemRectClassName).call(a.fill,e.bgcolor)}function M(t,e){var r=e._dims={width1:0,height1:0,heights:[],widths:[],totalWidth:0,totalHeight:0,openWidth:0,openHeight:0,lx:0,ly:0},a=o.tester.selectAll(&quot;g.&quot;+f.dropdownButtonClassName).data(s.filterVisible(e.buttons));a.enter().append(&quot;g&quot;).classed(f.dropdownButtonClassName,!0);var u=-1!==[&quot;up&quot;,&quot;down&quot;].indexOf(e.direction);a.each(function(i,a){var s=n.select(this);s.call(y,e,i,t);var h=s.select(&quot;.&quot;+f.itemTextClassName),d=h.node()&amp;&amp;o.bBox(h.node()).width,p=Math.max(d+f.textPadX,f.minWidth),g=e.font.size*c,v=l.lineCount(h),m=Math.max(g*v,f.minHeight)+f.textOffsetY;m=Math.ceil(m),p=Math.ceil(p),r.widths[a]=p,r.heights[a]=m,r.height1=Math.max(r.height1,m),r.width1=Math.max(r.width1,p),u?(r.totalWidth=Math.max(r.totalWidth,p),r.openWidth=r.totalWidth,r.totalHeight+=m+f.gapButton,r.openHeight+=m+f.gapButton):(r.totalWidth+=p+f.gapButton,r.openWidth+=p+f.gapButton,r.totalHeight=Math.max(r.totalHeight,m),r.openHeight=r.totalHeight)}),u?r.totalHeight-=f.gapButton:r.totalWidth-=f.gapButton,r.headerWidth=r.width1+f.arrowPadX,r.headerHeight=r.height1,&quot;dropdown&quot;===e.type&amp;&amp;(u?(r.width1+=f.arrowPadX,r.totalHeight=r.height1):r.totalWidth=r.width1,r.totalWidth+=f.arrowPadX),a.remove();var h=r.totalWidth+e.pad.l+e.pad.r,d=r.totalHeight+e.pad.t+e.pad.b,p=t._fullLayout._size;r.lx=p.l+p.w*e.x,r.ly=p.t+p.h*(1-e.y);var g=&quot;left&quot;;s.isRightAnchor(e)&amp;&amp;(r.lx-=h,g=&quot;right&quot;),s.isCenterAnchor(e)&amp;&amp;(r.lx-=h/2,g=&quot;center&quot;);var v=&quot;top&quot;;s.isBottomAnchor(e)&amp;&amp;(r.ly-=d,v=&quot;bottom&quot;),s.isMiddleAnchor(e)&amp;&amp;(r.ly-=d/2,v=&quot;middle&quot;),r.totalWidth=Math.ceil(r.totalWidth),r.totalHeight=Math.ceil(r.totalHeight),r.lx=Math.round(r.lx),r.ly=Math.round(r.ly),i.autoMargin(t,T(e),{x:e.x,y:e.y,l:h*({right:1,center:.5}[g]||0),r:h*({left:1,center:.5}[g]||0),b:d*({top:1,middle:.5}[v]||0),t:d*({bottom:1,middle:.5}[v]||0)})}function T(t){return f.autoMarginIdRoot+t._index}function k(t,e,r,n){n=n||{};var i=t.select(&quot;.&quot;+f.itemRectClassName),a=t.select(&quot;.&quot;+f.itemTextClassName),s=e.borderwidth,u=r.index,h=e._dims;o.setTranslate(t,s+r.x,s+r.y);var d=-1!==[&quot;up&quot;,&quot;down&quot;].indexOf(e.direction),p=n.height||(d?h.heights[u]:h.height1);i.attr({x:0,y:0,width:n.width||(d?h.width1:h.widths[u]),height:p});var g=e.font.size*c,v=(l.lineCount(a)-1)*g/2;l.positionText(a,f.textOffsetX,p/2-v+f.textOffsetY),d?r.y+=h.heights[u]+r.yPad:r.x+=h.widths[u]+r.xPad,r.index++}function E(t,e){t.attr(f.menuIndexAttrName,e||&quot;-1&quot;).selectAll(&quot;g.&quot;+f.dropdownButtonClassName).remove()}e.exports=function(t){var e=t._fullLayout,r=s.filterVisible(e[f.name]);function a(e){i.autoMargin(t,T(e))}var o=e._menulayer.selectAll(&quot;g.&quot;+f.containerClassName).data(r.length&gt;0?[0]:[]);if(o.enter().append(&quot;g&quot;).classed(f.containerClassName,!0).style(&quot;cursor&quot;,&quot;pointer&quot;),o.exit().each(function(){n.select(this).selectAll(&quot;g.&quot;+f.headerGroupClassName).each(a)}).remove(),0!==r.length){var l=o.selectAll(&quot;g.&quot;+f.headerGroupClassName).data(r,d);l.enter().append(&quot;g&quot;).classed(f.headerGroupClassName,!0);for(var u=s.ensureSingle(o,&quot;g&quot;,f.dropdownButtonGroupClassName,function(t){t.style(&quot;pointer-events&quot;,&quot;all&quot;)}),c=0;c&lt;r.length;c++){var y=r[c];M(t,y)}var b=&quot;updatemenus&quot;+e._uid,x=new h(t,u,b);l.enter().size()&amp;&amp;(u.node().parentNode.appendChild(u.node()),u.call(E)),l.exit().each(function(t){u.call(E),a(t)}).remove(),l.each(function(e){var r=n.select(this),a=&quot;dropdown&quot;===e.type?u:null;i.manageCommandObserver(t,e,e.buttons,function(n){g(t,e,e.buttons[n.index],r,a,x,n.index,!0)}),&quot;dropdown&quot;===e.type?(v(t,r,u,x,e),p(u,e)&amp;&amp;m(t,r,u,x,e)):m(t,r,null,null,e)})}}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/plots&quot;:584,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:466,&quot;./scrollbox&quot;:470,d3:81}],469:[function(t,e,r){arguments[4][463][0].apply(r,arguments)},{&quot;./attributes&quot;:465,&quot;./constants&quot;:466,&quot;./defaults&quot;:467,&quot;./draw&quot;:468,dup:463}],470:[function(t,e,r){&quot;use strict&quot;;e.exports=s;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;),a=t(&quot;../drawing&quot;),o=t(&quot;../../lib&quot;);function s(t,e,r){this.gd=t,this.container=e,this.id=r,this.position=null,this.translateX=null,this.translateY=null,this.hbar=null,this.vbar=null,this.bg=this.container.selectAll(&quot;rect.scrollbox-bg&quot;).data([0]),this.bg.exit().on(&quot;.drag&quot;,null).on(&quot;wheel&quot;,null).remove(),this.bg.enter().append(&quot;rect&quot;).classed(&quot;scrollbox-bg&quot;,!0).style(&quot;pointer-events&quot;,&quot;all&quot;).attr({opacity:0,x:0,y:0,width:0,height:0})}s.barWidth=2,s.barLength=20,s.barRadius=2,s.barPad=1,s.barColor=&quot;#808BA4&quot;,s.prototype.enable=function(t,e,r){var o=this.gd._fullLayout,l=o.width,u=o.height;this.position=t;var c,f,h,d,p=this.position.l,g=this.position.w,v=this.position.t,m=this.position.h,y=this.position.direction,b=&quot;down&quot;===y,x=&quot;left&quot;===y,_=&quot;up&quot;===y,w=g,A=m;b||x||&quot;right&quot;===y||_||(this.position.direction=&quot;down&quot;,b=!0),b||_?(f=(c=p)+w,b?(h=v,A=(d=Math.min(h+A,u))-h):A=(d=v+A)-(h=Math.max(d-A,0))):(d=(h=v)+A,x?w=(f=p+w)-(c=Math.max(f-w,0)):(c=p,w=(f=Math.min(c+w,l))-c)),this._box={l:c,t:h,w:w,h:A};var M=g&gt;w,T=s.barLength+2*s.barPad,k=s.barWidth+2*s.barPad,E=p,L=v+m;L+k&gt;u&amp;&amp;(L=u-k);var S=this.container.selectAll(&quot;rect.scrollbar-horizontal&quot;).data(M?[0]:[]);S.exit().on(&quot;.drag&quot;,null).remove(),S.enter().append(&quot;rect&quot;).classed(&quot;scrollbar-horizontal&quot;,!0).call(i.fill,s.barColor),M?(this.hbar=S.attr({rx:s.barRadius,ry:s.barRadius,x:E,y:L,width:T,height:k}),this._hbarXMin=E+T/2,this._hbarTranslateMax=w-T):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var C=m&gt;A,O=s.barWidth+2*s.barPad,R=s.barLength+2*s.barPad,P=p+g,z=v;P+O&gt;l&amp;&amp;(P=l-O);var I=this.container.selectAll(&quot;rect.scrollbar-vertical&quot;).data(C?[0]:[]);I.exit().on(&quot;.drag&quot;,null).remove(),I.enter().append(&quot;rect&quot;).classed(&quot;scrollbar-vertical&quot;,!0).call(i.fill,s.barColor),C?(this.vbar=I.attr({rx:s.barRadius,ry:s.barRadius,x:P,y:z,width:O,height:R}),this._vbarYMin=z+R/2,this._vbarTranslateMax=A-R):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var N=this.id,D=c-.5,F=C?f+O+.5:f+.5,j=h-.5,B=M?d+k+.5:d+.5,U=o._topdefs.selectAll(&quot;#&quot;+N).data(M||C?[0]:[]);if(U.exit().remove(),U.enter().append(&quot;clipPath&quot;).attr(&quot;id&quot;,N).append(&quot;rect&quot;),M||C?(this._clipRect=U.select(&quot;rect&quot;).attr({x:Math.floor(D),y:Math.floor(j),width:Math.ceil(F)-Math.floor(D),height:Math.ceil(B)-Math.floor(j)}),this.container.call(a.setClipUrl,N,this.gd),this.bg.attr({x:p,y:v,width:g,height:m})):(this.bg.attr({width:0,height:0}),this.container.on(&quot;wheel&quot;,null).on(&quot;.drag&quot;,null).call(a.setClipUrl,null),delete this._clipRect),M||C){var V=n.behavior.drag().on(&quot;dragstart&quot;,function(){n.event.sourceEvent.preventDefault()}).on(&quot;drag&quot;,this._onBoxDrag.bind(this));this.container.on(&quot;wheel&quot;,null).on(&quot;wheel&quot;,this._onBoxWheel.bind(this)).on(&quot;.drag&quot;,null).call(V);var H=n.behavior.drag().on(&quot;dragstart&quot;,function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()}).on(&quot;drag&quot;,this._onBarDrag.bind(this));M&amp;&amp;this.hbar.on(&quot;.drag&quot;,null).call(H),C&amp;&amp;this.vbar.on(&quot;.drag&quot;,null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&amp;&amp;(this.bg.attr({width:0,height:0}),this.container.on(&quot;wheel&quot;,null).on(&quot;.drag&quot;,null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&amp;&amp;(this.hbar.on(&quot;.drag&quot;,null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&amp;&amp;(this.vbar.on(&quot;.drag&quot;,null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&amp;&amp;(t-=n.event.dx),this.vbar&amp;&amp;(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&amp;&amp;(t+=n.event.deltaY),this.vbar&amp;&amp;(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&amp;&amp;this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81}],471:[function(t,e,r){&quot;use strict&quot;;e.exports={FROM_BL:{left:0,center:.5,right:1,bottom:0,middle:.5,top:1},FROM_TL:{left:0,center:.5,right:1,bottom:1,middle:.5,top:0},FROM_BR:{left:1,center:.5,right:0,bottom:0,middle:.5,top:1},LINE_SPACING:1.3,CAP_SHIFT:.7,MID_SHIFT:.35,OPPOSITE_SIDE:{left:&quot;right&quot;,right:&quot;left&quot;,top:&quot;bottom&quot;,bottom:&quot;top&quot;}}},{}],472:[function(t,e,r){&quot;use strict&quot;;e.exports={solid:[[],0],dot:[[.5,1],200],dash:[[.5,1],50],longdash:[[.5,1],10],dashdot:[[.5,.625,.875,1],50],longdashdot:[[.5,.7,.8,1],10]}},{}],473:[function(t,e,r){&quot;use strict&quot;;e.exports={circle:&quot;\\u25cf&quot;,&quot;circle-open&quot;:&quot;\\u25cb&quot;,square:&quot;\\u25a0&quot;,&quot;square-open&quot;:&quot;\\u25a1&quot;,diamond:&quot;\\u25c6&quot;,&quot;diamond-open&quot;:&quot;\\u25c7&quot;,cross:&quot;+&quot;,x:&quot;\\u274c&quot;}},{}],474:[function(t,e,r){&quot;use strict&quot;;e.exports={SHOW_PLACEHOLDER:100,HIDE_PLACEHOLDER:1e3,DBLCLICKDELAY:300,DESELECTDIM:.2}},{}],475:[function(t,e,r){&quot;use strict&quot;;e.exports={BADNUM:void 0,FP_SAFE:Number.MAX_VALUE/1e4,ONEAVGYEAR:315576e5,ONEAVGMONTH:26298e5,ONEDAY:864e5,ONEHOUR:36e5,ONEMIN:6e4,ONESEC:1e3,EPOCHJD:2440587.5,ALMOST_EQUAL:1-1e-6,LOG_CLIP:10,MINUS_SIGN:&quot;\\u2212&quot;}},{}],476:[function(t,e,r){&quot;use strict&quot;;r.xmlns=&quot;http://www.w3.org/2000/xmlns/&quot;,r.svg=&quot;http://www.w3.org/2000/svg&quot;,r.xlink=&quot;http://www.w3.org/1999/xlink&quot;,r.svgAttrs={xmlns:r.svg,&quot;xmlns:xlink&quot;:r.xlink}},{}],477:[function(t,e,r){&quot;use strict&quot;;r.version=&quot;1.46.1&quot;,t(&quot;es6-promise&quot;).polyfill(),t(&quot;../build/plotcss&quot;),t(&quot;./fonts/mathjax_config&quot;)();for(var n=t(&quot;./registry&quot;),i=r.register=n.register,a=t(&quot;./plot_api&quot;),o=Object.keys(a),s=0;s&lt;o.length;s++){var l=o[s];&quot;_&quot;!==l.charAt(0)&amp;&amp;(r[l]=a[l]),i({moduleType:&quot;apiMethod&quot;,name:l,fn:a[l]})}i(t(&quot;./traces/scatter&quot;)),i([t(&quot;./components/fx&quot;),t(&quot;./components/legend&quot;),t(&quot;./components/annotations&quot;),t(&quot;./components/annotations3d&quot;),t(&quot;./components/shapes&quot;),t(&quot;./components/images&quot;),t(&quot;./components/updatemenus&quot;),t(&quot;./components/sliders&quot;),t(&quot;./components/rangeslider&quot;),t(&quot;./components/rangeselector&quot;),t(&quot;./components/grid&quot;),t(&quot;./components/errorbars&quot;),t(&quot;./components/colorscale&quot;)]),i([t(&quot;./locale-en&quot;),t(&quot;./locale-en-us&quot;)]),r.Icons=t(&quot;../build/ploticon&quot;),r.Plots=t(&quot;./plots/plots&quot;),r.Fx=t(&quot;./components/fx&quot;),r.Snapshot=t(&quot;./snapshot&quot;),r.PlotSchema=t(&quot;./plot_api/plot_schema&quot;),r.Queue=t(&quot;./lib/queue&quot;),r.d3=t(&quot;d3&quot;)},{&quot;../build/plotcss&quot;:1,&quot;../build/ploticon&quot;:2,&quot;./components/annotations&quot;:369,&quot;./components/annotations3d&quot;:374,&quot;./components/colorscale&quot;:388,&quot;./components/errorbars&quot;:403,&quot;./components/fx&quot;:415,&quot;./components/grid&quot;:419,&quot;./components/images&quot;:424,&quot;./components/legend&quot;:432,&quot;./components/rangeselector&quot;:443,&quot;./components/rangeslider&quot;:450,&quot;./components/shapes&quot;:458,&quot;./components/sliders&quot;:463,&quot;./components/updatemenus&quot;:469,&quot;./fonts/mathjax_config&quot;:478,&quot;./lib/queue&quot;:509,&quot;./locale-en&quot;:522,&quot;./locale-en-us&quot;:521,&quot;./plot_api&quot;:526,&quot;./plot_api/plot_schema&quot;:530,&quot;./plots/plots&quot;:584,&quot;./registry&quot;:592,&quot;./snapshot&quot;:597,&quot;./traces/scatter&quot;:628,d3:81,&quot;es6-promise&quot;:88}],478:[function(t,e,r){&quot;use strict&quot;;e.exports=function(){&quot;undefined&quot;!=typeof MathJax&amp;&amp;(&quot;local&quot;!==(window.PlotlyConfig||{}).MathJaxConfig&amp;&amp;(MathJax.Hub.Config({messageStyle:&quot;none&quot;,skipStartupTypeset:!0,displayAlign:&quot;left&quot;,tex2jax:{inlineMath:[[&quot;$&quot;,&quot;$&quot;],[&quot;\\\\(&quot;,&quot;\\\\)&quot;]]}}),MathJax.Hub.Configured()))}},{}],479:[function(t,e,r){&quot;use strict&quot;;r.isLeftAnchor=function(t){return&quot;left&quot;===t.xanchor||&quot;auto&quot;===t.xanchor&amp;&amp;t.x&lt;=1/3},r.isCenterAnchor=function(t){return&quot;center&quot;===t.xanchor||&quot;auto&quot;===t.xanchor&amp;&amp;t.x&gt;1/3&amp;&amp;t.x&lt;2/3},r.isRightAnchor=function(t){return&quot;right&quot;===t.xanchor||&quot;auto&quot;===t.xanchor&amp;&amp;t.x&gt;=2/3},r.isTopAnchor=function(t){return&quot;top&quot;===t.yanchor||&quot;auto&quot;===t.yanchor&amp;&amp;t.y&gt;=2/3},r.isMiddleAnchor=function(t){return&quot;middle&quot;===t.yanchor||&quot;auto&quot;===t.yanchor&amp;&amp;t.y&gt;1/3&amp;&amp;t.y&lt;2/3},r.isBottomAnchor=function(t){return&quot;bottom&quot;===t.yanchor||&quot;auto&quot;===t.yanchor&amp;&amp;t.y&lt;=1/3}},{}],480:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./mod&quot;),i=n.mod,a=n.modHalf,o=Math.PI,s=2*o;function l(t){return Math.abs(t[1]-t[0])&gt;s-1e-14}function u(t,e){return a(e-t,s)}function c(t,e){if(l(e))return!0;var r,n;e[0]&lt;e[1]?(r=e[0],n=e[1]):(r=e[1],n=e[0]),(r=i(r,s))&gt;(n=i(n,s))&amp;&amp;(n+=s);var a=i(t,s),o=a+s;return a&gt;=r&amp;&amp;a&lt;=n||o&gt;=r&amp;&amp;o&lt;=n}function f(t,e,r,n,i,a,u){i=i||0,a=a||0;var c,f,h,d,p,g=l([r,n]);function v(t,e){return[t*Math.cos(e)+i,a-t*Math.sin(e)]}g?(c=0,f=o,h=s):r&lt;n?(c=r,h=n):(c=n,h=r),t&lt;e?(d=t,p=e):(d=e,p=t);var m,y=Math.abs(h-c)&lt;=o?0:1;function b(t,e,r){return&quot;A&quot;+[t,t]+&quot; &quot;+[0,y,r]+&quot; &quot;+v(t,e)}return g?m=null===d?&quot;M&quot;+v(p,c)+b(p,f,0)+b(p,h,0)+&quot;Z&quot;:&quot;M&quot;+v(d,c)+b(d,f,0)+b(d,h,0)+&quot;ZM&quot;+v(p,c)+b(p,f,1)+b(p,h,1)+&quot;Z&quot;:null===d?(m=&quot;M&quot;+v(p,c)+b(p,h,0),u&amp;&amp;(m+=&quot;L0,0Z&quot;)):m=&quot;M&quot;+v(d,c)+&quot;L&quot;+v(p,c)+b(p,h,0)+&quot;L&quot;+v(d,h)+b(d,c,1)+&quot;Z&quot;,m}e.exports={deg2rad:function(t){return t/180*o},rad2deg:function(t){return t/o*180},angleDelta:u,angleDist:function(t,e){return Math.abs(u(t,e))},isFullCircle:l,isAngleInsideSector:c,isPtInsideSector:function(t,e,r,n){return!!c(e,n)&amp;&amp;(r[0]&lt;r[1]?(i=r[0],a=r[1]):(i=r[1],a=r[0]),t&gt;=i&amp;&amp;t&lt;=a);var i,a},pathArc:function(t,e,r,n,i){return f(null,t,e,r,n,i,0)},pathSector:function(t,e,r,n,i){return f(null,t,e,r,n,i,1)},pathAnnulus:function(t,e,r,n,i,a){return f(t,e,r,n,i,a,1)}}},{&quot;./mod&quot;:502}],481:[function(t,e,r){&quot;use strict&quot;;var n=Array.isArray,i=&quot;undefined&quot;!=typeof ArrayBuffer&amp;&amp;ArrayBuffer.isView?ArrayBuffer:{isView:function(){return!1}},a=&quot;undefined&quot;==typeof DataView?function(){}:DataView;function o(t){return i.isView(t)&amp;&amp;!(t instanceof a)}function s(t){return n(t)||o(t)}function l(t,e,r){if(s(t)){if(s(t[0])){for(var n=r,i=0;i&lt;t.length;i++)n=e(n,t[i].length);return n}return t.length}return 0}r.isTypedArray=o,r.isArrayOrTypedArray=s,r.isArray1D=function(t){return!s(t[0])},r.ensureArray=function(t,e){return n(t)||(t=[]),t.length=e,t},r.concat=function(){var t,e,r,i,a,o,s,l,u=[],c=!0,f=0;for(r=0;r&lt;arguments.length;r++)(o=(i=arguments[r]).length)&amp;&amp;(e?u.push(i):(e=i,a=o),n(i)?t=!1:(c=!1,f?t!==i.constructor&amp;&amp;(t=!1):t=i.constructor),f+=o);if(!f)return[];if(!u.length)return e;if(c)return e.concat.apply(e,u);if(t){for((s=new t(f)).set(e),r=0;r&lt;u.length;r++)i=u[r],s.set(i,a),a+=i.length;return s}for(s=new Array(f),l=0;l&lt;e.length;l++)s[l]=e[l];for(r=0;r&lt;u.length;r++){for(i=u[r],l=0;l&lt;i.length;l++)s[a+l]=i[l];a+=l}return s},r.maxRowLength=function(t){return l(t,Math.max,0)},r.minRowLength=function(t){return l(t,Math.min,1/0)}},{}],482:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../constants/numerical&quot;).BADNUM,a=/^[&#x27;&quot;%,$#\\s&#x27;]+|[, ]|[&#x27;&quot;%,$#\\s&#x27;]+$/g;e.exports=function(t){return&quot;string&quot;==typeof t&amp;&amp;(t=t.replace(a,&quot;&quot;)),n(t)?Number(t):i}},{&quot;../constants/numerical&quot;:475,&quot;fast-isnumeric&quot;:90}],483:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t._fullLayout;e._glcanvas&amp;&amp;e._glcanvas.size()&amp;&amp;e._glcanvas.each(function(t){t.regl&amp;&amp;t.regl.clear({color:!0,depth:!0})})}},{}],484:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){t._responsiveChartHandler&amp;&amp;(window.removeEventListener(&quot;resize&quot;,t._responsiveChartHandler),delete t._responsiveChartHandler)}},{}],485:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;../plots/attributes&quot;),o=t(&quot;../components/colorscale/scales&quot;),s=t(&quot;../constants/interactions&quot;).DESELECTDIM,l=t(&quot;./nested_property&quot;),u=t(&quot;./regex&quot;).counter,c=t(&quot;./mod&quot;).modHalf,f=t(&quot;./array&quot;).isArrayOrTypedArray;function h(t,e){var n=r.valObjectMeta[e.valType];if(e.arrayOk&amp;&amp;f(t))return!0;if(n.validateFunction)return n.validateFunction(t,e);var i={},a=i,o={set:function(t){a=t}};return n.coerceFunction(t,o,i,e),a!==i}r.valObjectMeta={data_array:{coerceFunction:function(t,e,r){f(t)?e.set(t):void 0!==r&amp;&amp;e.set(r)}},enumerated:{coerceFunction:function(t,e,r,n){n.coerceNumber&amp;&amp;(t=+t),-1===n.values.indexOf(t)?e.set(r):e.set(t)},validateFunction:function(t,e){e.coerceNumber&amp;&amp;(t=+t);for(var r=e.values,n=0;n&lt;r.length;n++){var i=String(r[n]);if(&quot;/&quot;===i.charAt(0)&amp;&amp;&quot;/&quot;===i.charAt(i.length-1)){if(new RegExp(i.substr(1,i.length-2)).test(t))return!0}else if(t===r[n])return!0}return!1}},boolean:{coerceFunction:function(t,e,r){!0===t||!1===t?e.set(t):e.set(r)}},number:{coerceFunction:function(t,e,r,i){!n(t)||void 0!==i.min&amp;&amp;t&lt;i.min||void 0!==i.max&amp;&amp;t&gt;i.max?e.set(r):e.set(+t)}},integer:{coerceFunction:function(t,e,r,i){t%1||!n(t)||void 0!==i.min&amp;&amp;t&lt;i.min||void 0!==i.max&amp;&amp;t&gt;i.max?e.set(r):e.set(+t)}},string:{coerceFunction:function(t,e,r,n){if(&quot;string&quot;!=typeof t){var i=&quot;number&quot;==typeof t;!0!==n.strict&amp;&amp;i?e.set(String(t)):e.set(r)}else n.noBlank&amp;&amp;!t?e.set(r):e.set(t)}},color:{coerceFunction:function(t,e,r){i(t).isValid()?e.set(t):e.set(r)}},colorlist:{coerceFunction:function(t,e,r){Array.isArray(t)&amp;&amp;t.length&amp;&amp;t.every(function(t){return i(t).isValid()})?e.set(t):e.set(r)}},colorscale:{coerceFunction:function(t,e,r){e.set(o.get(t,r))}},angle:{coerceFunction:function(t,e,r){&quot;auto&quot;===t?e.set(&quot;auto&quot;):n(t)?e.set(c(+t,360)):e.set(r)}},subplotid:{coerceFunction:function(t,e,r,n){var i=n.regex||u(r);&quot;string&quot;==typeof t&amp;&amp;i.test(t)?e.set(t):e.set(r)},validateFunction:function(t,e){var r=e.dflt;return t===r||&quot;string&quot;==typeof t&amp;&amp;!!u(r).test(t)}},flaglist:{coerceFunction:function(t,e,r,n){if(&quot;string&quot;==typeof t)if(-1===(n.extras||[]).indexOf(t)){for(var i=t.split(&quot;+&quot;),a=0;a&lt;i.length;){var o=i[a];-1===n.flags.indexOf(o)||i.indexOf(o)&lt;a?i.splice(a,1):a++}i.length?e.set(i.join(&quot;+&quot;)):e.set(r)}else e.set(t);else e.set(r)}},any:{coerceFunction:function(t,e,r){void 0===t?e.set(r):e.set(t)}},info_array:{coerceFunction:function(t,e,n,i){function a(t,e,n){var i,a={set:function(t){i=t}};return void 0===n&amp;&amp;(n=e.dflt),r.valObjectMeta[e.valType].coerceFunction(t,a,n,e),i}var o=2===i.dimensions||&quot;1-2&quot;===i.dimensions&amp;&amp;Array.isArray(t)&amp;&amp;Array.isArray(t[0]);if(Array.isArray(t)){var s,l,u,c,f,h,d=i.items,p=[],g=Array.isArray(d),v=g&amp;&amp;o&amp;&amp;Array.isArray(d[0]),m=o&amp;&amp;g&amp;&amp;!v,y=g&amp;&amp;!m?d.length:t.length;if(n=Array.isArray(n)?n:[],o)for(s=0;s&lt;y;s++)for(p[s]=[],u=Array.isArray(t[s])?t[s]:[],f=m?d.length:g?d[s].length:u.length,l=0;l&lt;f;l++)c=m?d[l]:g?d[s][l]:d,void 0!==(h=a(u[l],c,(n[s]||[])[l]))&amp;&amp;(p[s][l]=h);else for(s=0;s&lt;y;s++)void 0!==(h=a(t[s],g?d[s]:d,n[s]))&amp;&amp;(p[s]=h);e.set(p)}else e.set(n)},validateFunction:function(t,e){if(!Array.isArray(t))return!1;var r=e.items,n=Array.isArray(r),i=2===e.dimensions;if(!e.freeLength&amp;&amp;t.length!==r.length)return!1;for(var a=0;a&lt;t.length;a++)if(i){if(!Array.isArray(t[a])||!e.freeLength&amp;&amp;t[a].length!==r[a].length)return!1;for(var o=0;o&lt;t[a].length;o++)if(!h(t[a][o],n?r[a][o]:r))return!1}else if(!h(t[a],n?r[a]:r))return!1;return!0}}},r.coerce=function(t,e,n,i,a){var o=l(n,i).get(),s=l(t,i),u=l(e,i),c=s.get(),d=e._template;if(void 0===c&amp;&amp;d&amp;&amp;(c=l(d,i).get(),d=0),void 0===a&amp;&amp;(a=o.dflt),o.arrayOk&amp;&amp;f(c))return u.set(c),c;var p=r.valObjectMeta[o.valType].coerceFunction;p(c,u,a,o);var g=u.get();return d&amp;&amp;g===a&amp;&amp;!h(c,o)&amp;&amp;(p(c=l(d,i).get(),u,a,o),g=u.get()),g},r.coerce2=function(t,e,n,i,a){var o=l(t,i),s=r.coerce(t,e,n,i,a),u=o.get();return null!=u&amp;&amp;s},r.coerceFont=function(t,e,r){var n={};return r=r||{},n.family=t(e+&quot;.family&quot;,r.family),n.size=t(e+&quot;.size&quot;,r.size),n.color=t(e+&quot;.color&quot;,r.color),n},r.coerceHoverinfo=function(t,e,n){var i,o=e._module.attributes,s=o.hoverinfo?o:a,l=s.hoverinfo;if(1===n._dataLength){var u=&quot;all&quot;===l.dflt?l.flags.slice():l.dflt.split(&quot;+&quot;);u.splice(u.indexOf(&quot;name&quot;),1),i=u.join(&quot;+&quot;)}return r.coerce(t,e,s,&quot;hoverinfo&quot;,i)},r.coerceSelectionMarkerOpacity=function(t,e){if(t.marker){var r,n,i=t.marker.opacity;if(void 0!==i)f(i)||t.selected||t.unselected||(r=i,n=s*i),e(&quot;selected.marker.opacity&quot;,r),e(&quot;unselected.marker.opacity&quot;,n)}},r.validate=h},{&quot;../components/colorscale/scales&quot;:391,&quot;../constants/interactions&quot;:474,&quot;../plots/attributes&quot;:538,&quot;./array&quot;:481,&quot;./mod&quot;:502,&quot;./nested_property&quot;:503,&quot;./regex&quot;:510,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],486:[function(t,e,r){&quot;use strict&quot;;var n,i,a=t(&quot;d3&quot;),o=t(&quot;fast-isnumeric&quot;),s=t(&quot;./loggers&quot;),l=t(&quot;./mod&quot;).mod,u=t(&quot;../constants/numerical&quot;),c=u.BADNUM,f=u.ONEDAY,h=u.ONEHOUR,d=u.ONEMIN,p=u.ONESEC,g=u.EPOCHJD,v=t(&quot;../registry&quot;),m=a.time.format.utc,y=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)(-(\\d?\\d)(-(\\d?\\d)([ Tt]([01]?\\d|2[0-3])(:([0-5]\\d)(:([0-5]\\d(\\.\\d+)?))?(Z|z|[+\\-]\\d\\d:?\\d\\d)?)?)?)?)?\\s*$/m,b=/^\\s*(-?\\d\\d\\d\\d|\\d\\d)(-(\\d?\\di?)(-(\\d?\\d)([ Tt]([01]?\\d|2[0-3])(:([0-5]\\d)(:([0-5]\\d(\\.\\d+)?))?(Z|z|[+\\-]\\d\\d:?\\d\\d)?)?)?)?)?\\s*$/m,x=(new Date).getFullYear()-70;function _(t){return t&amp;&amp;v.componentsRegistry.calendars&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;&quot;gregorian&quot;!==t}function w(t,e){return String(t+Math.pow(10,e)).substr(1)}r.dateTick0=function(t,e){return _(t)?e?v.getComponentMethod(&quot;calendars&quot;,&quot;CANONICAL_SUNDAY&quot;)[t]:v.getComponentMethod(&quot;calendars&quot;,&quot;CANONICAL_TICK&quot;)[t]:e?&quot;2000-01-02&quot;:&quot;2000-01-01&quot;},r.dfltRange=function(t){return _(t)?v.getComponentMethod(&quot;calendars&quot;,&quot;DFLTRANGE&quot;)[t]:[&quot;2000-01-01&quot;,&quot;2001-01-01&quot;]},r.isJSDate=function(t){return&quot;object&quot;==typeof t&amp;&amp;null!==t&amp;&amp;&quot;function&quot;==typeof t.getTime},r.dateTime2ms=function(t,e){if(r.isJSDate(t)){var a=t.getTimezoneOffset()*d,o=(t.getUTCMinutes()-t.getMinutes())*d+(t.getUTCSeconds()-t.getSeconds())*p+(t.getUTCMilliseconds()-t.getMilliseconds());if(o){var s=3*d;a=a-s/2+l(o-a+s/2,s)}return(t=Number(t)-a)&gt;=n&amp;&amp;t&lt;=i?t:c}if(&quot;string&quot;!=typeof t&amp;&amp;&quot;number&quot;!=typeof t)return c;t=String(t);var u=_(e),m=t.charAt(0);!u||&quot;G&quot;!==m&amp;&amp;&quot;g&quot;!==m||(t=t.substr(1),e=&quot;&quot;);var w=u&amp;&amp;&quot;chinese&quot;===e.substr(0,7),A=t.match(w?b:y);if(!A)return c;var M=A[1],T=A[3]||&quot;1&quot;,k=Number(A[5]||1),E=Number(A[7]||0),L=Number(A[9]||0),S=Number(A[11]||0);if(u){if(2===M.length)return c;var C;M=Number(M);try{var O=v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(e);if(w){var R=&quot;i&quot;===T.charAt(T.length-1);T=parseInt(T,10),C=O.newDate(M,O.toMonthIndex(M,T,R),k)}else C=O.newDate(M,Number(T),k)}catch(t){return c}return C?(C.toJD()-g)*f+E*h+L*d+S*p:c}M=2===M.length?(Number(M)+2e3-x)%100+x:Number(M),T-=1;var P=new Date(Date.UTC(2e3,T,k,E,L));return P.setUTCFullYear(M),P.getUTCMonth()!==T?c:P.getUTCDate()!==k?c:P.getTime()+S*p},n=r.MIN_MS=r.dateTime2ms(&quot;-9999&quot;),i=r.MAX_MS=r.dateTime2ms(&quot;9999-12-31 23:59:59.9999&quot;),r.isDateTime=function(t,e){return r.dateTime2ms(t,e)!==c};var A=90*f,M=3*h,T=5*d;function k(t,e,r,n,i){if((e||r||n||i)&amp;&amp;(t+=&quot; &quot;+w(e,2)+&quot;:&quot;+w(r,2),(n||i)&amp;&amp;(t+=&quot;:&quot;+w(n,2),i))){for(var a=4;i%10==0;)a-=1,i/=10;t+=&quot;.&quot;+w(i,a)}return t}r.ms2DateTime=function(t,e,r){if(&quot;number&quot;!=typeof t||!(t&gt;=n&amp;&amp;t&lt;=i))return c;e||(e=0);var a,o,s,u,y,b,x=Math.floor(10*l(t+.05,1)),w=Math.round(t-x/10);if(_(r)){var E=Math.floor(w/f)+g,L=Math.floor(l(t,f));try{a=v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(r).fromJD(E).formatDate(&quot;yyyy-mm-dd&quot;)}catch(t){a=m(&quot;G%Y-%m-%d&quot;)(new Date(w))}if(&quot;-&quot;===a.charAt(0))for(;a.length&lt;11;)a=&quot;-0&quot;+a.substr(1);else for(;a.length&lt;10;)a=&quot;0&quot;+a;o=e&lt;A?Math.floor(L/h):0,s=e&lt;A?Math.floor(L%h/d):0,u=e&lt;M?Math.floor(L%d/p):0,y=e&lt;T?L%p*10+x:0}else b=new Date(w),a=m(&quot;%Y-%m-%d&quot;)(b),o=e&lt;A?b.getUTCHours():0,s=e&lt;A?b.getUTCMinutes():0,u=e&lt;M?b.getUTCSeconds():0,y=e&lt;T?10*b.getUTCMilliseconds()+x:0;return k(a,o,s,u,y)},r.ms2DateTimeLocal=function(t){if(!(t&gt;=n+f&amp;&amp;t&lt;=i-f))return c;var e=Math.floor(10*l(t+.05,1)),r=new Date(Math.round(t-e/10));return k(a.time.format(&quot;%Y-%m-%d&quot;)(r),r.getHours(),r.getMinutes(),r.getSeconds(),10*r.getUTCMilliseconds()+e)},r.cleanDate=function(t,e,n){if(t===c)return e;if(r.isJSDate(t)||&quot;number&quot;==typeof t&amp;&amp;isFinite(t)){if(_(n))return s.error(&quot;JS Dates and milliseconds are incompatible with world calendars&quot;,t),e;if(!(t=r.ms2DateTimeLocal(+t))&amp;&amp;void 0!==e)return e}else if(!r.isDateTime(t,n))return s.error(&quot;unrecognized date&quot;,t),e;return t};var E=/%\\d?f/g;function L(t,e,r,n){t=t.replace(E,function(t){var r=Math.min(+t.charAt(1)||6,6);return(e/1e3%1+2).toFixed(r).substr(2).replace(/0+$/,&quot;&quot;)||&quot;0&quot;});var i=new Date(Math.floor(e+.05));if(_(n))try{t=v.getComponentMethod(&quot;calendars&quot;,&quot;worldCalFmt&quot;)(t,e,n)}catch(t){return&quot;Invalid&quot;}return r(t)(i)}var S=[59,59.9,59.99,59.999,59.9999];r.formatDate=function(t,e,r,n,i,a){if(i=_(i)&amp;&amp;i,!e)if(&quot;y&quot;===r)e=a.year;else if(&quot;m&quot;===r)e=a.month;else{if(&quot;d&quot;!==r)return function(t,e){var r=l(t+.05,f),n=w(Math.floor(r/h),2)+&quot;:&quot;+w(l(Math.floor(r/d),60),2);if(&quot;M&quot;!==e){o(e)||(e=0);var i=(100+Math.min(l(t/p,60),S[e])).toFixed(e).substr(1);e&gt;0&amp;&amp;(i=i.replace(/0+$/,&quot;&quot;).replace(/[\\.]$/,&quot;&quot;)),n+=&quot;:&quot;+i}return n}(t,r)+&quot;\\n&quot;+L(a.dayMonthYear,t,n,i);e=a.dayMonth+&quot;\\n&quot;+a.year}return L(e,t,n,i)};var C=3*f;r.incrementMonth=function(t,e,r){r=_(r)&amp;&amp;r;var n=l(t,f);if(t=Math.round(t-n),r)try{var i=Math.round(t/f)+g,a=v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(r),o=a.fromJD(i);return e%12?a.add(o,e,&quot;m&quot;):a.add(o,e/12,&quot;y&quot;),(o.toJD()-g)*f+n}catch(e){s.error(&quot;invalid ms &quot;+t+&quot; in calendar &quot;+r)}var u=new Date(t+C);return u.setUTCMonth(u.getUTCMonth()+e)+n-C},r.findExactDates=function(t,e){for(var r,n,i=0,a=0,s=0,l=0,u=_(e)&amp;&amp;v.getComponentMethod(&quot;calendars&quot;,&quot;getCal&quot;)(e),c=0;c&lt;t.length;c++)if(n=t[c],o(n)){if(!(n%f))if(u)try{1===(r=u.fromJD(n/f+g)).day()?1===r.month()?i++:a++:s++}catch(t){}else 1===(r=new Date(n)).getUTCDate()?0===r.getUTCMonth()?i++:a++:s++}else l++;s+=a+=i;var h=t.length-l;return{exactYears:i/h,exactMonths:a/h,exactDays:s/h}}},{&quot;../constants/numerical&quot;:475,&quot;../registry&quot;:592,&quot;./loggers&quot;:499,&quot;./mod&quot;:502,d3:81,&quot;fast-isnumeric&quot;:90}],487:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;events&quot;).EventEmitter,i={init:function(t){if(t._ev instanceof n)return t;var e=new n,r=new n;return t._ev=e,t._internalEv=r,t.on=e.on.bind(e),t.once=e.once.bind(e),t.removeListener=e.removeListener.bind(e),t.removeAllListeners=e.removeAllListeners.bind(e),t._internalOn=r.on.bind(r),t._internalOnce=r.once.bind(r),t._removeInternalListener=r.removeListener.bind(r),t._removeAllInternalListeners=r.removeAllListeners.bind(r),t.emit=function(n,i){&quot;undefined&quot;!=typeof jQuery&amp;&amp;jQuery(t).trigger(n,i),e.emit(n,i),r.emit(n,i)},t},triggerHandler:function(t,e,r){var n,i;&quot;undefined&quot;!=typeof jQuery&amp;&amp;(n=jQuery(t).triggerHandler(e,r));var a=t._ev;if(!a)return n;var o,s=a._events[e];if(!s)return n;function l(t){return t.listener?(a.removeListener(e,t.listener),t.fired?void 0:(t.fired=!0,t.listener.apply(a,[r]))):t.apply(a,[r])}for(s=Array.isArray(s)?s:[s],o=0;o&lt;s.length-1;o++)l(s[o]);return i=l(s[o]),void 0!==n?n:i},purge:function(t){return delete t._ev,delete t.on,delete t.once,delete t.removeListener,delete t.removeAllListeners,delete t.emit,delete t._ev,delete t._internalEv,delete t._internalOn,delete t._internalOnce,delete t._removeInternalListener,delete t._removeAllInternalListeners,t}};e.exports=i},{events:47}],488:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./is_plain_object.js&quot;),i=Array.isArray;function a(t,e,r,o){var s,l,u,c,f,h,d=t[0],p=t.length;if(2===p&amp;&amp;i(d)&amp;&amp;i(t[1])&amp;&amp;0===d.length){if(function(t,e){var r,n;for(r=0;r&lt;t.length;r++){if(null!==(n=t[r])&amp;&amp;&quot;object&quot;==typeof n)return!1;void 0!==n&amp;&amp;(e[r]=n)}return!0}(t[1],d))return d;d.splice(0,d.length)}for(var g=1;g&lt;p;g++)for(l in s=t[g])u=d[l],c=s[l],o&amp;&amp;i(c)?d[l]=c:e&amp;&amp;c&amp;&amp;(n(c)||(f=i(c)))?(f?(f=!1,h=u&amp;&amp;i(u)?u:[]):h=u&amp;&amp;n(u)?u:{},d[l]=a([h,c],e,r,o)):(&quot;undefined&quot;!=typeof c||r)&amp;&amp;(d[l]=c);return d}r.extendFlat=function(){return a(arguments,!1,!1,!1)},r.extendDeep=function(){return a(arguments,!0,!1,!1)},r.extendDeepAll=function(){return a(arguments,!0,!0,!1)},r.extendDeepNoArrays=function(){return a(arguments,!0,!1,!0)}},{&quot;./is_plain_object.js&quot;:496}],489:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e={},r=[],n=0,i=0;i&lt;t.length;i++){var a=t[i];1!==e[a]&amp;&amp;(e[a]=1,r[n++]=a)}return r}},{}],490:[function(t,e,r){&quot;use strict&quot;;function n(t){return!0===t.visible}function i(t){return!0===t[0].trace.visible}e.exports=function(t){for(var e,r=(e=t,Array.isArray(e)&amp;&amp;Array.isArray(e[0])&amp;&amp;e[0][0]&amp;&amp;e[0][0].trace?i:n),a=[],o=0;o&lt;t.length;o++){var s=t[o];r(s)&amp;&amp;a.push(s)}return a}},{}],491:[function(t,e,r){&quot;use strict&quot;;var n,i,a,o=t(&quot;./mod&quot;).mod;function s(t,e,r,n,i,a,o,s){var l=r-t,u=i-t,c=o-i,f=n-e,h=a-e,d=s-a,p=l*d-c*f;if(0===p)return null;var g=(u*d-c*h)/p,v=(u*f-l*h)/p;return v&lt;0||v&gt;1||g&lt;0||g&gt;1?null:{x:t+l*g,y:e+f*g}}function l(t,e,r,n,i){var a=n*t+i*e;if(a&lt;0)return n*n+i*i;if(a&gt;r){var o=n-t,s=i-e;return o*o+s*s}var l=n*e-i*t;return l*l/r}r.segmentsIntersect=s,r.segmentDistance=function(t,e,r,n,i,a,o,u){if(s(t,e,r,n,i,a,o,u))return 0;var c=r-t,f=n-e,h=o-i,d=u-a,p=c*c+f*f,g=h*h+d*d,v=Math.min(l(c,f,p,i-t,a-e),l(c,f,p,o-t,u-e),l(h,d,g,t-i,e-a),l(h,d,g,r-i,n-a));return Math.sqrt(v)},r.getTextLocation=function(t,e,r,s){if(t===i&amp;&amp;s===a||(n={},i=t,a=s),n[r])return n[r];var l=t.getPointAtLength(o(r-s/2,e)),u=t.getPointAtLength(o(r+s/2,e)),c=Math.atan((u.y-l.y)/(u.x-l.x)),f=t.getPointAtLength(o(r,e)),h={x:(4*f.x+l.x+u.x)/6,y:(4*f.y+l.y+u.y)/6,theta:c};return n[r]=h,h},r.clearLocationCache=function(){i=null},r.getVisibleSegment=function(t,e,r){var n,i,a=e.left,o=e.right,s=e.top,l=e.bottom,u=0,c=t.getTotalLength(),f=c;function h(e){var r=t.getPointAtLength(e);0===e?n=r:e===c&amp;&amp;(i=r);var u=r.x&lt;a?a-r.x:r.x&gt;o?r.x-o:0,f=r.y&lt;s?s-r.y:r.y&gt;l?r.y-l:0;return Math.sqrt(u*u+f*f)}for(var d=h(u);d;){if((u+=d+r)&gt;f)return;d=h(u)}for(d=h(f);d;){if(u&gt;(f-=d+r))return;d=h(f)}return{min:u,max:f,len:f-u,total:c,isClosed:0===u&amp;&amp;f===c&amp;&amp;Math.abs(n.x-i.x)&lt;.1&amp;&amp;Math.abs(n.y-i.y)&lt;.1}},r.findPointOnPath=function(t,e,r,n){for(var i,a,o,s=(n=n||{}).pathLength||t.getTotalLength(),l=n.tolerance||.001,u=n.iterationLimit||30,c=t.getPointAtLength(0)[r]&gt;t.getPointAtLength(s)[r]?-1:1,f=0,h=0,d=s;f&lt;u;){if(i=(h+d)/2,o=(a=t.getPointAtLength(i))[r]-e,Math.abs(o)&lt;l)return a;c*o&gt;0?d=i:h=i,f++}return a}},{&quot;./mod&quot;:502}],492:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e;if(&quot;string&quot;==typeof t){if(null===(e=document.getElementById(t)))throw new Error(&quot;No DOM element with id &#x27;&quot;+t+&quot;&#x27; exists on the page.&quot;);return e}if(null==t)throw new Error(&quot;DOM element provided is null or undefined&quot;);return t}},{}],493:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;color-normalize&quot;),o=t(&quot;../components/colorscale&quot;),s=t(&quot;../components/color/attributes&quot;).defaultLine,l=t(&quot;./array&quot;).isArrayOrTypedArray,u=a(s),c=1;function f(t,e){var r=t;return r[3]*=e,r}function h(t){if(n(t))return u;var e=a(t);return e.length?e:u}function d(t){return n(t)?t:c}e.exports={formatColor:function(t,e,r){var n,i,s,p,g,v=t.color,m=l(v),y=l(e),b=[];if(n=void 0!==t.colorscale?o.makeColorScaleFunc(o.extractScale(t,{cLetter:&quot;c&quot;})):h,i=m?function(t,e){return void 0===t[e]?u:a(n(t[e]))}:h,s=y?function(t,e){return void 0===t[e]?c:d(t[e])}:d,m||y)for(var x=0;x&lt;r;x++)p=i(v,x),g=s(e,x),b[x]=f(p,g);else b=f(a(v),e);return b},parseColorScale:function(t,e){return void 0===e&amp;&amp;(e=1),(t.reversescale?o.flipScale(t.colorscale):t.colorscale).map(function(t){var r=t[0],n=i(t[1]).toRgb();return{index:r,rgb:[n.r,n.g,n.b,e]}})}}},{&quot;../components/color/attributes&quot;:375,&quot;../components/colorscale&quot;:388,&quot;./array&quot;:481,&quot;color-normalize&quot;:62,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],494:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t}},{}],495:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../constants/numerical&quot;),o=a.FP_SAFE,s=a.BADNUM,l=e.exports={};l.nestedProperty=t(&quot;./nested_property&quot;),l.keyedContainer=t(&quot;./keyed_container&quot;),l.relativeAttr=t(&quot;./relative_attr&quot;),l.isPlainObject=t(&quot;./is_plain_object&quot;),l.toLogRange=t(&quot;./to_log_range&quot;),l.relinkPrivateKeys=t(&quot;./relink_private&quot;);var u=t(&quot;./array&quot;);l.isTypedArray=u.isTypedArray,l.isArrayOrTypedArray=u.isArrayOrTypedArray,l.isArray1D=u.isArray1D,l.ensureArray=u.ensureArray,l.concat=u.concat,l.maxRowLength=u.maxRowLength,l.minRowLength=u.minRowLength;var c=t(&quot;./mod&quot;);l.mod=c.mod,l.modHalf=c.modHalf;var f=t(&quot;./coerce&quot;);l.valObjectMeta=f.valObjectMeta,l.coerce=f.coerce,l.coerce2=f.coerce2,l.coerceFont=f.coerceFont,l.coerceHoverinfo=f.coerceHoverinfo,l.coerceSelectionMarkerOpacity=f.coerceSelectionMarkerOpacity,l.validate=f.validate;var h=t(&quot;./dates&quot;);l.dateTime2ms=h.dateTime2ms,l.isDateTime=h.isDateTime,l.ms2DateTime=h.ms2DateTime,l.ms2DateTimeLocal=h.ms2DateTimeLocal,l.cleanDate=h.cleanDate,l.isJSDate=h.isJSDate,l.formatDate=h.formatDate,l.incrementMonth=h.incrementMonth,l.dateTick0=h.dateTick0,l.dfltRange=h.dfltRange,l.findExactDates=h.findExactDates,l.MIN_MS=h.MIN_MS,l.MAX_MS=h.MAX_MS;var d=t(&quot;./search&quot;);l.findBin=d.findBin,l.sorterAsc=d.sorterAsc,l.sorterDes=d.sorterDes,l.distinctVals=d.distinctVals,l.roundUp=d.roundUp,l.sort=d.sort,l.findIndexOfMin=d.findIndexOfMin;var p=t(&quot;./stats&quot;);l.aggNums=p.aggNums,l.len=p.len,l.mean=p.mean,l.midRange=p.midRange,l.variance=p.variance,l.stdev=p.stdev,l.interp=p.interp;var g=t(&quot;./matrix&quot;);l.init2dArray=g.init2dArray,l.transposeRagged=g.transposeRagged,l.dot=g.dot,l.translationMatrix=g.translationMatrix,l.rotationMatrix=g.rotationMatrix,l.rotationXYMatrix=g.rotationXYMatrix,l.apply2DTransform=g.apply2DTransform,l.apply2DTransform2=g.apply2DTransform2;var v=t(&quot;./angles&quot;);l.deg2rad=v.deg2rad,l.rad2deg=v.rad2deg,l.angleDelta=v.angleDelta,l.angleDist=v.angleDist,l.isFullCircle=v.isFullCircle,l.isAngleInsideSector=v.isAngleInsideSector,l.isPtInsideSector=v.isPtInsideSector,l.pathArc=v.pathArc,l.pathSector=v.pathSector,l.pathAnnulus=v.pathAnnulus;var m=t(&quot;./anchor_utils&quot;);l.isLeftAnchor=m.isLeftAnchor,l.isCenterAnchor=m.isCenterAnchor,l.isRightAnchor=m.isRightAnchor,l.isTopAnchor=m.isTopAnchor,l.isMiddleAnchor=m.isMiddleAnchor,l.isBottomAnchor=m.isBottomAnchor;var y=t(&quot;./geometry2d&quot;);l.segmentsIntersect=y.segmentsIntersect,l.segmentDistance=y.segmentDistance,l.getTextLocation=y.getTextLocation,l.clearLocationCache=y.clearLocationCache,l.getVisibleSegment=y.getVisibleSegment,l.findPointOnPath=y.findPointOnPath;var b=t(&quot;./extend&quot;);l.extendFlat=b.extendFlat,l.extendDeep=b.extendDeep,l.extendDeepAll=b.extendDeepAll,l.extendDeepNoArrays=b.extendDeepNoArrays;var x=t(&quot;./loggers&quot;);l.log=x.log,l.warn=x.warn,l.error=x.error;var _=t(&quot;./regex&quot;);l.counterRegex=_.counter;var w=t(&quot;./throttle&quot;);function A(t){var e={};for(var r in t)for(var n=t[r],i=0;i&lt;n.length;i++)e[n[i]]=+r;return e}l.throttle=w.throttle,l.throttleDone=w.done,l.clearThrottle=w.clear,l.getGraphDiv=t(&quot;./get_graph_div&quot;),l.clearResponsive=t(&quot;./clear_responsive&quot;),l.makeTraceGroups=t(&quot;./make_trace_groups&quot;),l._=t(&quot;./localize&quot;),l.notifier=t(&quot;./notifier&quot;),l.filterUnique=t(&quot;./filter_unique&quot;),l.filterVisible=t(&quot;./filter_visible&quot;),l.pushUnique=t(&quot;./push_unique&quot;),l.cleanNumber=t(&quot;./clean_number&quot;),l.ensureNumber=function(t){return i(t)?(t=Number(t))&lt;-o||t&gt;o?s:i(t)?Number(t):s:s},l.isIndex=function(t,e){return!(void 0!==e&amp;&amp;t&gt;=e)&amp;&amp;(i(t)&amp;&amp;t&gt;=0&amp;&amp;t%1==0)},l.noop=t(&quot;./noop&quot;),l.identity=t(&quot;./identity&quot;),l.repeat=function(t,e){for(var r=new Array(e),n=0;n&lt;e;n++)r[n]=t;return r},l.swapAttrs=function(t,e,r,n){r||(r=&quot;x&quot;),n||(n=&quot;y&quot;);for(var i=0;i&lt;e.length;i++){var a=e[i],o=l.nestedProperty(t,a.replace(&quot;?&quot;,r)),s=l.nestedProperty(t,a.replace(&quot;?&quot;,n)),u=o.get();o.set(s.get()),s.set(u)}},l.raiseToTop=function(t){t.parentNode.appendChild(t)},l.cancelTransition=function(t){return t.transition().duration(0)},l.constrain=function(t,e,r){return e&gt;r?Math.max(r,Math.min(e,t)):Math.max(e,Math.min(r,t))},l.bBoxIntersect=function(t,e,r){return r=r||0,t.left&lt;=e.right+r&amp;&amp;e.left&lt;=t.right+r&amp;&amp;t.top&lt;=e.bottom+r&amp;&amp;e.top&lt;=t.bottom+r},l.simpleMap=function(t,e,r,n){for(var i=t.length,a=new Array(i),o=0;o&lt;i;o++)a[o]=e(t[o],r,n);return a},l.randstr=function t(e,r,n,i){if(n||(n=16),void 0===r&amp;&amp;(r=24),r&lt;=0)return&quot;0&quot;;var a,o,s=Math.log(Math.pow(2,r))/Math.log(n),u=&quot;&quot;;for(a=2;s===1/0;a*=2)s=Math.log(Math.pow(2,r/a))/Math.log(n)*a;var c=s-Math.floor(s);for(a=0;a&lt;Math.floor(s);a++)u=Math.floor(Math.random()*n).toString(n)+u;c&amp;&amp;(o=Math.pow(n,c),u=Math.floor(Math.random()*o).toString(n)+u);var f=parseInt(u,n);return e&amp;&amp;e[u]||f!==1/0&amp;&amp;f&gt;=Math.pow(2,r)?i&gt;10?(l.warn(&quot;randstr failed uniqueness&quot;),u):t(e,r,n,(i||0)+1):u},l.OptionControl=function(t,e){t||(t={}),e||(e=&quot;opt&quot;);var r={optionList:[],_newoption:function(n){n[e]=t,r[n.name]=n,r.optionList.push(n)}};return r[&quot;_&quot;+e]=t,r},l.smooth=function(t,e){if((e=Math.round(e)||0)&lt;2)return t;var r,n,i,a,o=t.length,s=2*o,l=2*e-1,u=new Array(l),c=new Array(o);for(r=0;r&lt;l;r++)u[r]=(1-Math.cos(Math.PI*(r+1)/e))/(2*e);for(r=0;r&lt;o;r++){for(a=0,n=0;n&lt;l;n++)(i=r+n+1-e)&lt;-o?i-=s*Math.round(i/s):i&gt;=s&amp;&amp;(i-=s*Math.floor(i/s)),i&lt;0?i=-1-i:i&gt;=o&amp;&amp;(i=s-1-i),a+=t[i]*u[n];c[r]=a}return c},l.syncOrAsync=function(t,e,r){var n;function i(){return l.syncOrAsync(t,e,r)}for(;t.length;)if((n=(0,t.splice(0,1)[0])(e))&amp;&amp;n.then)return n.then(i).then(void 0,l.promiseError);return r&amp;&amp;r(e)},l.stripTrailingSlash=function(t){return&quot;/&quot;===t.substr(-1)?t.substr(0,t.length-1):t},l.noneOrAll=function(t,e,r){if(t){var n,i=!1,a=!0;for(n=0;n&lt;r.length;n++)null!=t[r[n]]?i=!0:a=!1;if(i&amp;&amp;!a)for(n=0;n&lt;r.length;n++)t[r[n]]=e[r[n]]}},l.mergeArray=function(t,e,r){if(l.isArrayOrTypedArray(t))for(var n=Math.min(t.length,e.length),i=0;i&lt;n;i++)e[i][r]=t[i]},l.fillArray=function(t,e,r,n){if(n=n||l.identity,l.isArrayOrTypedArray(t))for(var i=0;i&lt;e.length;i++)e[i][r]=n(t[i])},l.castOption=function(t,e,r,n){n=n||l.identity;var i=l.nestedProperty(t,r).get();return l.isArrayOrTypedArray(i)?Array.isArray(e)&amp;&amp;l.isArrayOrTypedArray(i[e[0]])?n(i[e[0]][e[1]]):n(i[e]):i},l.extractOption=function(t,e,r,n){if(r in t)return t[r];var i=l.nestedProperty(e,n).get();return Array.isArray(i)?void 0:i},l.tagSelected=function(t,e,r){var n,i,a=e.selectedpoints,o=e._indexToPoints;o&amp;&amp;(n=A(o));for(var s=0;s&lt;a.length;s++){var u=a[s];if(l.isIndex(u)){var c=n?n[u]:u,f=r?r[c]:c;void 0!==(i=f)&amp;&amp;i&lt;t.length&amp;&amp;(t[f].selected=1)}}},l.selIndices2selPoints=function(t){var e=t.selectedpoints,r=t._indexToPoints;if(r){for(var n=A(r),i=[],a=0;a&lt;e.length;a++){var o=e[a];if(l.isIndex(o)){var s=n[o];l.isIndex(s)&amp;&amp;i.push(s)}}return i}return e},l.getTargetArray=function(t,e){var r=e.target;if(&quot;string&quot;==typeof r&amp;&amp;r){var n=l.nestedProperty(t,r).get();return!!Array.isArray(n)&amp;&amp;n}return!!Array.isArray(r)&amp;&amp;r},l.minExtend=function(t,e){var r={};&quot;object&quot;!=typeof e&amp;&amp;(e={});var n,i,a,o=Object.keys(t);for(n=0;n&lt;o.length;n++)a=t[i=o[n]],&quot;_&quot;!==i.charAt(0)&amp;&amp;&quot;function&quot;!=typeof a&amp;&amp;(&quot;module&quot;===i?r[i]=a:Array.isArray(a)?r[i]=&quot;colorscale&quot;===i?a.slice():a.slice(0,3):r[i]=a&amp;&amp;&quot;object&quot;==typeof a?l.minExtend(t[i],e[i]):a);for(o=Object.keys(e),n=0;n&lt;o.length;n++)&quot;object&quot;==typeof(a=e[i=o[n]])&amp;&amp;i in r&amp;&amp;&quot;object&quot;==typeof r[i]||(r[i]=a);return r},l.titleCase=function(t){return t.charAt(0).toUpperCase()+t.substr(1)},l.containsAny=function(t,e){for(var r=0;r&lt;e.length;r++)if(-1!==t.indexOf(e[r]))return!0;return!1},l.isPlotDiv=function(t){var e=n.select(t);return e.node()instanceof HTMLElement&amp;&amp;e.size()&amp;&amp;e.classed(&quot;js-plotly-plot&quot;)},l.removeElement=function(t){var e=t&amp;&amp;t.parentNode;e&amp;&amp;e.removeChild(t)},l.addStyleRule=function(t,e){l.addRelatedStyleRule(&quot;global&quot;,t,e)},l.addRelatedStyleRule=function(t,e,r){var n=&quot;plotly.js-style-&quot;+t,i=document.getElementById(n);i||((i=document.createElement(&quot;style&quot;)).setAttribute(&quot;id&quot;,n),i.appendChild(document.createTextNode(&quot;&quot;)),document.head.appendChild(i));var a=i.sheet;a.insertRule?a.insertRule(e+&quot;{&quot;+r+&quot;}&quot;,0):a.addRule?a.addRule(e,r,0):l.warn(&quot;addStyleRule failed&quot;)},l.deleteRelatedStyleRule=function(t){var e=&quot;plotly.js-style-&quot;+t,r=document.getElementById(e);r&amp;&amp;l.removeElement(r)},l.isIE=function(){return&quot;undefined&quot;!=typeof window.navigator.msSaveBlob},l.isD3Selection=function(t){return t&amp;&amp;&quot;function&quot;==typeof t.classed},l.ensureSingle=function(t,e,r,n){var i=t.select(e+(r?&quot;.&quot;+r:&quot;&quot;));if(i.size())return i;var a=t.append(e);return r&amp;&amp;a.classed(r,!0),n&amp;&amp;a.call(n),a},l.ensureSingleById=function(t,e,r,n){var i=t.select(e+&quot;#&quot;+r);if(i.size())return i;var a=t.append(e).attr(&quot;id&quot;,r);return n&amp;&amp;a.call(n),a},l.objectFromPath=function(t,e){for(var r,n=t.split(&quot;.&quot;),i=r={},a=0;a&lt;n.length;a++){var o=n[a],s=null,l=n[a].match(/(.*)\\[([0-9]+)\\]/);l?(o=l[1],s=l[2],r=r[o]=[],a===n.length-1?r[s]=e:r[s]={},r=r[s]):(a===n.length-1?r[o]=e:r[o]={},r=r[o])}return i};var M=/^([^\\[\\.]+)\\.(.+)?/,T=/^([^\\.]+)\\[([0-9]+)\\](\\.)?(.+)?/;l.expandObjectPaths=function(t){var e,r,n,i,a,o,s;if(&quot;object&quot;==typeof t&amp;&amp;!Array.isArray(t))for(r in t)t.hasOwnProperty(r)&amp;&amp;((e=r.match(M))?(i=t[r],n=e[1],delete t[r],t[n]=l.extendDeepNoArrays(t[n]||{},l.objectFromPath(r,l.expandObjectPaths(i))[n])):(e=r.match(T))?(i=t[r],n=e[1],a=parseInt(e[2]),delete t[r],t[n]=t[n]||[],&quot;.&quot;===e[3]?(s=e[4],o=t[n][a]=t[n][a]||{},l.extendDeepNoArrays(o,l.objectFromPath(s,l.expandObjectPaths(i)))):t[n][a]=l.expandObjectPaths(i)):t[r]=l.expandObjectPaths(t[r]));return t},l.numSeparate=function(t,e,r){if(r||(r=!1),&quot;string&quot;!=typeof e||0===e.length)throw new Error(&quot;Separator string required for formatting!&quot;);&quot;number&quot;==typeof t&amp;&amp;(t=String(t));var n=/(\\d+)(\\d{3})/,i=e.charAt(0),a=e.charAt(1),o=t.split(&quot;.&quot;),s=o[0],l=o.length&gt;1?i+o[1]:&quot;&quot;;if(a&amp;&amp;(o.length&gt;1||s.length&gt;4||r))for(;n.test(s);)s=s.replace(n,&quot;$1&quot;+a+&quot;$2&quot;);return s+l},l.TEMPLATE_STRING_REGEX=/%{([^\\s%{}:]*)(:[^}]*)?}/g;var k=/^\\w*$/;l.templateString=function(t,e){var r={};return t.replace(l.TEMPLATE_STRING_REGEX,function(t,n){return k.test(n)?e[n]||&quot;&quot;:(r[n]=r[n]||l.nestedProperty(e,n).get,r[n]()||&quot;&quot;)})};var E=/^:/,L=0;l.hovertemplateString=function(t,e,r){var i=arguments,a={};return t.replace(l.TEMPLATE_STRING_REGEX,function(t,o,s){var u,c,f;for(f=3;f&lt;i.length;f++){if((u=i[f]).hasOwnProperty(o)){c=u[o];break}if(k.test(o)||(c=a[o]||l.nestedProperty(u,o).get())&amp;&amp;(a[o]=c),void 0!==c)break}(void 0===c&amp;&amp;(L&lt;10&amp;&amp;(l.warn(&quot;Variable &#x27;&quot;+o+&quot;&#x27; in hovertemplate could not be found!&quot;),c=t),10===L&amp;&amp;l.warn(&quot;Too many hovertemplate warnings - additional warnings will be suppressed&quot;),L++),s)?c=(r?r.numberFormat:n.format)(s.replace(E,&quot;&quot;))(c):e.hasOwnProperty(o+&quot;Label&quot;)&amp;&amp;(c=e[o+&quot;Label&quot;]);return c})};l.subplotSort=function(t,e){for(var r=Math.min(t.length,e.length)+1,n=0,i=0,a=0;a&lt;r;a++){var o=t.charCodeAt(a)||0,s=e.charCodeAt(a)||0,l=o&gt;=48&amp;&amp;o&lt;=57,u=s&gt;=48&amp;&amp;s&lt;=57;if(l&amp;&amp;(n=10*n+o-48),u&amp;&amp;(i=10*i+s-48),!l||!u){if(n!==i)return n-i;if(o!==s)return o-s}}return i-n};var S=2e9;l.seedPseudoRandom=function(){S=2e9},l.pseudoRandom=function(){var t=S;return S=(69069*S+1)%4294967296,Math.abs(S-t)&lt;429496729?l.pseudoRandom():S/4294967296}},{&quot;../constants/numerical&quot;:475,&quot;./anchor_utils&quot;:479,&quot;./angles&quot;:480,&quot;./array&quot;:481,&quot;./clean_number&quot;:482,&quot;./clear_responsive&quot;:484,&quot;./coerce&quot;:485,&quot;./dates&quot;:486,&quot;./extend&quot;:488,&quot;./filter_unique&quot;:489,&quot;./filter_visible&quot;:490,&quot;./geometry2d&quot;:491,&quot;./get_graph_div&quot;:492,&quot;./identity&quot;:494,&quot;./is_plain_object&quot;:496,&quot;./keyed_container&quot;:497,&quot;./localize&quot;:498,&quot;./loggers&quot;:499,&quot;./make_trace_groups&quot;:500,&quot;./matrix&quot;:501,&quot;./mod&quot;:502,&quot;./nested_property&quot;:503,&quot;./noop&quot;:504,&quot;./notifier&quot;:505,&quot;./push_unique&quot;:508,&quot;./regex&quot;:510,&quot;./relative_attr&quot;:511,&quot;./relink_private&quot;:512,&quot;./search&quot;:513,&quot;./stats&quot;:516,&quot;./throttle&quot;:519,&quot;./to_log_range&quot;:520,d3:81,&quot;fast-isnumeric&quot;:90}],496:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return window&amp;&amp;window.process&amp;&amp;window.process.versions?&quot;[object Object]&quot;===Object.prototype.toString.call(t):&quot;[object Object]&quot;===Object.prototype.toString.call(t)&amp;&amp;Object.getPrototypeOf(t)===Object.prototype}},{}],497:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./nested_property&quot;),i=/^\\w*$/;e.exports=function(t,e,r,a){var o,s,l;r=r||&quot;name&quot;,a=a||&quot;value&quot;;var u={};e&amp;&amp;e.length?(l=n(t,e),s=l.get()):s=t,e=e||&quot;&quot;;var c={};if(s)for(o=0;o&lt;s.length;o++)c[s[o][r]]=o;var f=i.test(a),h={set:function(t,e){var i=null===e?4:0;if(!s){if(!l||4===i)return;s=[],l.set(s)}var o=c[t];if(void 0===o){if(4===i)return;i|=3,o=s.length,c[t]=o}else e!==(f?s[o][a]:n(s[o],a).get())&amp;&amp;(i|=2);var d=s[o]=s[o]||{};return d[r]=t,f?d[a]=e:n(d,a).set(e),null!==e&amp;&amp;(i&amp;=-5),u[o]=u[o]|i,h},get:function(t){if(s){var e=c[t];return void 0===e?void 0:f?s[e][a]:n(s[e],a).get()}},rename:function(t,e){var n=c[t];return void 0===n?h:(u[n]=1|u[n],c[e]=n,delete c[t],s[n][r]=e,h)},remove:function(t){var e=c[t];if(void 0===e)return h;var i=s[e];if(Object.keys(i).length&gt;2)return u[e]=2|u[e],h.set(t,null);if(f){for(o=e;o&lt;s.length;o++)u[o]=3|u[o];for(o=e;o&lt;s.length;o++)c[s[o][r]]--;s.splice(e,1),delete c[t]}else n(i,a).set(null),u[e]=6|u[e];return h},constructUpdate:function(){for(var t,i,o={},l=Object.keys(u),c=0;c&lt;l.length;c++)i=l[c],t=e+&quot;[&quot;+i+&quot;]&quot;,s[i]?(1&amp;u[i]&amp;&amp;(o[t+&quot;.&quot;+r]=s[i][r]),2&amp;u[i]&amp;&amp;(o[t+&quot;.&quot;+a]=f?4&amp;u[i]?null:s[i][a]:4&amp;u[i]?null:n(s[i],a).get())):o[t]=null;return o}};return h}},{&quot;./nested_property&quot;:503}],498:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;);e.exports=function(t,e){for(var r=t._context.locale,i=0;i&lt;2;i++){for(var a=t._context.locales,o=0;o&lt;2;o++){var s=(a[r]||{}).dictionary;if(s){var l=s[e];if(l)return l}a=n.localeRegistry}var u=r.split(&quot;-&quot;)[0];if(u===r)break;r=u}return e}},{&quot;../registry&quot;:592}],499:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../plot_api/plot_config&quot;).dfltConfig,i=e.exports={};function a(t,e){if(t&amp;&amp;t.apply)try{return void t.apply(console,e)}catch(t){}for(var r=0;r&lt;e.length;r++)try{t(e[r])}catch(t){console.log(e[r])}}i.log=function(){if(n.logging&gt;1){for(var t=[&quot;LOG:&quot;],e=0;e&lt;arguments.length;e++)t.push(arguments[e]);a(console.trace||console.log,t)}},i.warn=function(){if(n.logging&gt;0){for(var t=[&quot;WARN:&quot;],e=0;e&lt;arguments.length;e++)t.push(arguments[e]);a(console.trace||console.log,t)}},i.error=function(){if(n.logging&gt;0){for(var t=[&quot;ERROR:&quot;],e=0;e&lt;arguments.length;e++)t.push(arguments[e]);a(console.error,t)}}},{&quot;../plot_api/plot_config&quot;:529}],500:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var n=t.selectAll(&quot;g.&quot;+r.replace(/\\s/g,&quot;.&quot;)).data(e,function(t){return t[0].trace.uid});return n.exit().remove(),n.enter().append(&quot;g&quot;).attr(&quot;class&quot;,r),n.order(),n}},{}],501:[function(t,e,r){&quot;use strict&quot;;r.init2dArray=function(t,e){for(var r=new Array(t),n=0;n&lt;t;n++)r[n]=new Array(e);return r},r.transposeRagged=function(t){var e,r,n=0,i=t.length;for(e=0;e&lt;i;e++)n=Math.max(n,t[e].length);var a=new Array(n);for(e=0;e&lt;n;e++)for(a[e]=new Array(i),r=0;r&lt;i;r++)a[e][r]=t[r][e];return a},r.dot=function(t,e){if(!t.length||!e.length||t.length!==e.length)return null;var n,i,a=t.length;if(t[0].length)for(n=new Array(a),i=0;i&lt;a;i++)n[i]=r.dot(t[i],e);else if(e[0].length){var o=r.transposeRagged(e);for(n=new Array(o.length),i=0;i&lt;o.length;i++)n[i]=r.dot(t,o[i])}else for(n=0,i=0;i&lt;a;i++)n+=t[i]*e[i];return n},r.translationMatrix=function(t,e){return[[1,0,t],[0,1,e],[0,0,1]]},r.rotationMatrix=function(t){var e=t*Math.PI/180;return[[Math.cos(e),-Math.sin(e),0],[Math.sin(e),Math.cos(e),0],[0,0,1]]},r.rotationXYMatrix=function(t,e,n){return r.dot(r.dot(r.translationMatrix(e,n),r.rotationMatrix(t)),r.translationMatrix(-e,-n))},r.apply2DTransform=function(t){return function(){var e=arguments;3===e.length&amp;&amp;(e=e[0]);var n=1===arguments.length?e[0]:[e[0],e[1]];return r.dot(t,[n[0],n[1],1]).slice(0,2)}},r.apply2DTransform2=function(t){var e=r.apply2DTransform(t);return function(t){return e(t.slice(0,2)).concat(e(t.slice(2,4)))}}},{}],502:[function(t,e,r){&quot;use strict&quot;;e.exports={mod:function(t,e){var r=t%e;return r&lt;0?r+e:r},modHalf:function(t,e){return Math.abs(t)&gt;e/2?t-Math.round(t/e)*e:t}}},{}],503:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;./array&quot;).isArrayOrTypedArray;e.exports=function(t,e){if(n(e))e=String(e);else if(&quot;string&quot;!=typeof e||&quot;[-1]&quot;===e.substr(e.length-4))throw&quot;bad property string&quot;;for(var r,a,o,l=0,u=e.split(&quot;.&quot;);l&lt;u.length;){if(r=String(u[l]).match(/^([^\\[\\]]*)((\\[\\-?[0-9]*\\])+)$/)){if(r[1])u[l]=r[1];else{if(0!==l)throw&quot;bad property string&quot;;u.splice(0,1)}for(a=r[2].substr(1,r[2].length-2).split(&quot;][&quot;),o=0;o&lt;a.length;o++)l++,u.splice(l,0,Number(a[o]))}l++}return&quot;object&quot;!=typeof t?function(t,e,r){return{set:function(){throw&quot;bad container&quot;},get:function(){},astr:e,parts:r,obj:t}}(t,e,u):{set:s(t,u,e),get:function t(e,r){return function(){var n,a,o,s,l,u=e;for(s=0;s&lt;r.length-1;s++){if(-1===(n=r[s])){for(a=!0,o=[],l=0;l&lt;u.length;l++)o[l]=t(u[l],r.slice(s+1))(),o[l]!==o[0]&amp;&amp;(a=!1);return a?o[0]:o}if(&quot;number&quot;==typeof n&amp;&amp;!i(u))return;if(&quot;object&quot;!=typeof(u=u[n])||null===u)return}if(&quot;object&quot;==typeof u&amp;&amp;null!==u&amp;&amp;null!==(o=u[r[s]]))return o}}(t,u),astr:e,parts:u,obj:t}};var a=/(^|\\.)args\\[/;function o(t,e){return void 0===t||null===t&amp;&amp;!e.match(a)}function s(t,e,r){return function(n){var a,s,f=t,h=&quot;&quot;,d=[[t,h]],p=o(n,r);for(s=0;s&lt;e.length-1;s++){if(&quot;number&quot;==typeof(a=e[s])&amp;&amp;!i(f))throw&quot;array index but container is not an array&quot;;if(-1===a){if(p=!u(f,e.slice(s+1),n,r))break;return}if(!c(f,a,e[s+1],p))break;if(&quot;object&quot;!=typeof(f=f[a])||null===f)throw&quot;container is not an object&quot;;h=l(h,a),d.push([f,h])}if(p){if(s===e.length-1&amp;&amp;(delete f[e[s]],Array.isArray(f)&amp;&amp;+e[s]==f.length-1))for(;f.length&amp;&amp;void 0===f[f.length-1];)f.pop()}else f[e[s]]=n}}function l(t,e){var r=e;return n(e)?r=&quot;[&quot;+e+&quot;]&quot;:t&amp;&amp;(r=&quot;.&quot;+e),t+r}function u(t,e,r,n){var a,l=i(r),u=!0,f=r,h=n.replace(&quot;-1&quot;,0),d=!l&amp;&amp;o(r,h),p=e[0];for(a=0;a&lt;t.length;a++)h=n.replace(&quot;-1&quot;,a),l&amp;&amp;(d=o(f=r[a%r.length],h)),d&amp;&amp;(u=!1),c(t,a,p,d)&amp;&amp;s(t[a],e,n.replace(&quot;-1&quot;,a))(f);return u}function c(t,e,r,n){if(void 0===t[e]){if(n)return!1;t[e]=&quot;number&quot;==typeof r?[]:{}}return!0}},{&quot;./array&quot;:481,&quot;fast-isnumeric&quot;:90}],504:[function(t,e,r){&quot;use strict&quot;;e.exports=function(){}},{}],505:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=[];e.exports=function(t,e){if(-1===a.indexOf(t)){a.push(t);var r=1e3;i(e)?r=e:&quot;long&quot;===e&amp;&amp;(r=3e3);var o=n.select(&quot;body&quot;).selectAll(&quot;.plotly-notifier&quot;).data([0]);o.enter().append(&quot;div&quot;).classed(&quot;plotly-notifier&quot;,!0),o.selectAll(&quot;.notifier-note&quot;).data(a).enter().append(&quot;div&quot;).classed(&quot;notifier-note&quot;,!0).style(&quot;opacity&quot;,0).each(function(t){var e=n.select(this);e.append(&quot;button&quot;).classed(&quot;notifier-close&quot;,!0).html(&quot;&amp;times;&quot;).on(&quot;click&quot;,function(){e.transition().call(s)});for(var i=e.append(&quot;p&quot;),a=t.split(/&lt;br\\s*\\/?&gt;/g),o=0;o&lt;a.length;o++)o&amp;&amp;i.append(&quot;br&quot;),i.append(&quot;span&quot;).text(a[o]);e.transition().duration(700).style(&quot;opacity&quot;,1).transition().delay(r).call(s)})}function s(t){t.duration(700).style(&quot;opacity&quot;,0).each(&quot;end&quot;,function(t){var e=a.indexOf(t);-1!==e&amp;&amp;a.splice(e,1),n.select(this).remove()})}}},{d3:81,&quot;fast-isnumeric&quot;:90}],506:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./setcursor&quot;),i=&quot;data-savedcursor&quot;;e.exports=function(t,e){var r=t.attr(i);if(e){if(!r){for(var a=(t.attr(&quot;class&quot;)||&quot;&quot;).split(&quot; &quot;),o=0;o&lt;a.length;o++){var s=a[o];0===s.indexOf(&quot;cursor-&quot;)&amp;&amp;t.attr(i,s.substr(7)).classed(s,!1)}t.attr(i)||t.attr(i,&quot;!!&quot;)}n(t,e)}else r&amp;&amp;(t.attr(i,null),&quot;!!&quot;===r?n(t):n(t,r))}},{&quot;./setcursor&quot;:514}],507:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./matrix&quot;).dot,i=t(&quot;../constants/numerical&quot;).BADNUM,a=e.exports={};a.tester=function(t){var e,r=t.slice(),n=r[0][0],a=n,o=r[0][1],s=o;for(r.push(r[0]),e=1;e&lt;r.length;e++)n=Math.min(n,r[e][0]),a=Math.max(a,r[e][0]),o=Math.min(o,r[e][1]),s=Math.max(s,r[e][1]);var l,u=!1;5===r.length&amp;&amp;(r[0][0]===r[1][0]?r[2][0]===r[3][0]&amp;&amp;r[0][1]===r[3][1]&amp;&amp;r[1][1]===r[2][1]&amp;&amp;(u=!0,l=function(t){return t[0]===r[0][0]}):r[0][1]===r[1][1]&amp;&amp;r[2][1]===r[3][1]&amp;&amp;r[0][0]===r[3][0]&amp;&amp;r[1][0]===r[2][0]&amp;&amp;(u=!0,l=function(t){return t[1]===r[0][1]}));var c=!0,f=r[0];for(e=1;e&lt;r.length;e++)if(f[0]!==r[e][0]||f[1]!==r[e][1]){c=!1;break}return{xmin:n,xmax:a,ymin:o,ymax:s,pts:r,contains:u?function(t,e){var r=t[0],u=t[1];return!(r===i||r&lt;n||r&gt;a||u===i||u&lt;o||u&gt;s||e&amp;&amp;l(t))}:function(t,e){var l=t[0],u=t[1];if(l===i||l&lt;n||l&gt;a||u===i||u&lt;o||u&gt;s)return!1;var c,f,h,d,p,g=r.length,v=r[0][0],m=r[0][1],y=0;for(c=1;c&lt;g;c++)if(f=v,h=m,v=r[c][0],m=r[c][1],!(l&lt;(d=Math.min(f,v))||l&gt;Math.max(f,v)||u&gt;Math.max(h,m)))if(u&lt;Math.min(h,m))l!==d&amp;&amp;y++;else{if(u===(p=v===f?u:h+(l-f)*(m-h)/(v-f)))return 1!==c||!e;u&lt;=p&amp;&amp;l!==d&amp;&amp;y++}return y%2==1},isRect:u,degenerate:c}};var o=a.isSegmentBent=function(t,e,r,i){var a,o,s,l=t[e],u=[t[r][0]-l[0],t[r][1]-l[1]],c=n(u,u),f=Math.sqrt(c),h=[-u[1]/f,u[0]/f];for(a=e+1;a&lt;r;a++)if(o=[t[a][0]-l[0],t[a][1]-l[1]],(s=n(o,u))&lt;0||s&gt;c||Math.abs(n(o,h))&gt;i)return!0;return!1};a.filter=function(t,e){var r=[t[0]],n=0,i=0;function a(a){t.push(a);var s=r.length,l=n;r.splice(i+1);for(var u=l+1;u&lt;t.length;u++)(u===t.length-1||o(t,l,u+1,e))&amp;&amp;(r.push(t[u]),r.length&lt;s-2&amp;&amp;(n=u,i=r.length-1),l=u)}t.length&gt;1&amp;&amp;a(t.pop());return{addPt:a,raw:t,filtered:r}}},{&quot;../constants/numerical&quot;:475,&quot;./matrix&quot;:501}],508:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){if(e instanceof RegExp){for(var r=e.toString(),n=0;n&lt;t.length;n++)if(t[n]instanceof RegExp&amp;&amp;t[n].toString()===r)return t;t.push(e)}else!e&amp;&amp;0!==e||-1!==t.indexOf(e)||t.push(e);return t}},{}],509:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plot_api/plot_config&quot;).dfltConfig;var a={add:function(t,e,r,n,a){var o,s;t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},s=t.undoQueue.index,t.autoplay?t.undoQueue.inSequence||(t.autoplay=!1):(!t.undoQueue.sequence||t.undoQueue.beginSequence?(o={undo:{calls:[],args:[]},redo:{calls:[],args:[]}},t.undoQueue.queue.splice(s,t.undoQueue.queue.length-s,o),t.undoQueue.index+=1):o=t.undoQueue.queue[s-1],t.undoQueue.beginSequence=!1,o&amp;&amp;(o.undo.calls.unshift(e),o.undo.args.unshift(r),o.redo.calls.push(n),o.redo.args.push(a)),t.undoQueue.queue.length&gt;i.queueLength&amp;&amp;(t.undoQueue.queue.shift(),t.undoQueue.index--))},startSequence:function(t){t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},t.undoQueue.sequence=!0,t.undoQueue.beginSequence=!0},stopSequence:function(t){t.undoQueue=t.undoQueue||{index:0,queue:[],sequence:!1},t.undoQueue.sequence=!1,t.undoQueue.beginSequence=!1},undo:function(t){var e,r;if(t.framework&amp;&amp;t.framework.isPolar)t.framework.undo();else if(!(void 0===t.undoQueue||isNaN(t.undoQueue.index)||t.undoQueue.index&lt;=0)){for(t.undoQueue.index--,e=t.undoQueue.queue[t.undoQueue.index],t.undoQueue.inSequence=!0,r=0;r&lt;e.undo.calls.length;r++)a.plotDo(t,e.undo.calls[r],e.undo.args[r]);t.undoQueue.inSequence=!1,t.autoplay=!1}},redo:function(t){var e,r;if(t.framework&amp;&amp;t.framework.isPolar)t.framework.redo();else if(!(void 0===t.undoQueue||isNaN(t.undoQueue.index)||t.undoQueue.index&gt;=t.undoQueue.queue.length)){for(e=t.undoQueue.queue[t.undoQueue.index],t.undoQueue.inSequence=!0,r=0;r&lt;e.redo.calls.length;r++)a.plotDo(t,e.redo.calls[r],e.redo.args[r]);t.undoQueue.inSequence=!1,t.autoplay=!1,t.undoQueue.index++}}};a.plotDo=function(t,e,r){t.autoplay=!0,r=function(t,e){for(var r,i=[],a=0;a&lt;e.length;a++)r=e[a],i[a]=r===t?r:&quot;object&quot;==typeof r?Array.isArray(r)?n.extendDeep([],r):n.extendDeepAll({},r):r;return i}(t,r),e.apply(null,r)},e.exports=a},{&quot;../lib&quot;:495,&quot;../plot_api/plot_config&quot;:529}],510:[function(t,e,r){&quot;use strict&quot;;r.counter=function(t,e,r,n){var i=(e||&quot;&quot;)+(r?&quot;&quot;:&quot;$&quot;),a=!1===n?&quot;&quot;:&quot;^&quot;;return&quot;xy&quot;===t?new RegExp(a+&quot;x([2-9]|[1-9][0-9]+)?y([2-9]|[1-9][0-9]+)?&quot;+i):new RegExp(a+t+&quot;([2-9]|[1-9][0-9]+)?&quot;+i)}},{}],511:[function(t,e,r){&quot;use strict&quot;;var n=/^(.*)(\\.[^\\.\\[\\]]+|\\[\\d\\])$/,i=/^[^\\.\\[\\]]+$/;e.exports=function(t,e){for(;e;){var r=t.match(n);if(r)t=r[1];else{if(!t.match(i))throw new Error(&quot;bad relativeAttr call:&quot;+[t,e]);t=&quot;&quot;}if(&quot;^&quot;!==e.charAt(0))break;e=e.slice(1)}return t&amp;&amp;&quot;[&quot;!==e.charAt(0)?t+&quot;.&quot;+e:t+e}},{}],512:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./array&quot;).isArrayOrTypedArray,i=t(&quot;./is_plain_object&quot;);e.exports=function t(e,r){for(var a in r){var o=r[a],s=e[a];if(s!==o)if(&quot;_&quot;===a.charAt(0)||&quot;function&quot;==typeof o){if(a in e)continue;e[a]=o}else if(n(o)&amp;&amp;n(s)&amp;&amp;i(o[0])){if(&quot;customdata&quot;===a||&quot;ids&quot;===a)continue;for(var l=Math.min(o.length,s.length),u=0;u&lt;l;u++)s[u]!==o[u]&amp;&amp;i(o[u])&amp;&amp;i(s[u])&amp;&amp;t(s[u],o[u])}else i(o)&amp;&amp;i(s)&amp;&amp;(t(s,o),Object.keys(s).length||delete e[a])}}},{&quot;./array&quot;:481,&quot;./is_plain_object&quot;:496}],513:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;./loggers&quot;),a=t(&quot;./identity&quot;);function o(t,e){return t&lt;e}function s(t,e){return t&lt;=e}function l(t,e){return t&gt;e}function u(t,e){return t&gt;=e}r.findBin=function(t,e,r){if(n(e.start))return r?Math.ceil((t-e.start)/e.size-1e-9)-1:Math.floor((t-e.start)/e.size+1e-9);var a,c,f=0,h=e.length,d=0,p=h&gt;1?(e[h-1]-e[0])/(h-1):1;for(c=p&gt;=0?r?o:s:r?u:l,t+=1e-9*p*(r?-1:1)*(p&gt;=0?1:-1);f&lt;h&amp;&amp;d++&lt;100;)c(e[a=Math.floor((f+h)/2)],t)?f=a+1:h=a;return d&gt;90&amp;&amp;i.log(&quot;Long binary search...&quot;),f-1},r.sorterAsc=function(t,e){return t-e},r.sorterDes=function(t,e){return e-t},r.distinctVals=function(t){var e=t.slice();e.sort(r.sorterAsc);for(var n=e.length-1,i=e[n]-e[0]||1,a=i/(n||1)/1e4,o=[e[0]],s=0;s&lt;n;s++)e[s+1]&gt;e[s]+a&amp;&amp;(i=Math.min(i,e[s+1]-e[s]),o.push(e[s+1]));return{vals:o,minDiff:i}},r.roundUp=function(t,e,r){for(var n,i=0,a=e.length-1,o=0,s=r?0:1,l=r?1:0,u=r?Math.ceil:Math.floor;i&lt;a&amp;&amp;o++&lt;100;)e[n=u((i+a)/2)]&lt;=t?i=n+s:a=n-l;return e[i]},r.sort=function(t,e){for(var r=0,n=0,i=1;i&lt;t.length;i++){var a=e(t[i],t[i-1]);if(a&lt;0?r=1:a&gt;0&amp;&amp;(n=1),r&amp;&amp;n)return t.sort(e)}return n?t:t.reverse()},r.findIndexOfMin=function(t,e){e=e||a;for(var r,n=1/0,i=0;i&lt;t.length;i++){var o=e(t[i]);o&lt;n&amp;&amp;(n=o,r=i)}return r}},{&quot;./identity&quot;:494,&quot;./loggers&quot;:499,&quot;fast-isnumeric&quot;:90}],514:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){(t.attr(&quot;class&quot;)||&quot;&quot;).split(&quot; &quot;).forEach(function(e){0===e.indexOf(&quot;cursor-&quot;)&amp;&amp;t.classed(e,!1)}),e&amp;&amp;t.classed(&quot;cursor-&quot;+e,!0)}},{}],515:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../components/color&quot;),i=function(){};e.exports=function(t){for(var e in t)&quot;function&quot;==typeof t[e]&amp;&amp;(t[e]=i);t.destroy=function(){t.container.parentNode.removeChild(t.container)};var r=document.createElement(&quot;div&quot;);r.className=&quot;no-webgl&quot;,r.style.cursor=&quot;pointer&quot;,r.style.fontSize=&quot;24px&quot;,r.style.color=n.defaults[0],r.style.position=&quot;absolute&quot;,r.style.left=r.style.top=&quot;0px&quot;,r.style.width=r.style.height=&quot;100%&quot;,r.style[&quot;background-color&quot;]=n.lightLine,r.style[&quot;z-index&quot;]=30;var a=document.createElement(&quot;p&quot;);return a.textContent=&quot;WebGL is not supported by your browser - visit https://get.webgl.org for more info&quot;,a.style.position=&quot;relative&quot;,a.style.top=&quot;50%&quot;,a.style.left=&quot;50%&quot;,a.style.height=&quot;30%&quot;,a.style.width=&quot;50%&quot;,a.style.margin=&quot;-15% 0 0 -25%&quot;,r.appendChild(a),t.container.appendChild(r),t.container.style.background=&quot;#FFFFFF&quot;,t.container.onclick=function(){window.open(&quot;https://get.webgl.org&quot;)},!1}},{&quot;../components/color&quot;:376}],516:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;./array&quot;).isArrayOrTypedArray;r.aggNums=function(t,e,a,o){var s,l;if((!o||o&gt;a.length)&amp;&amp;(o=a.length),n(e)||(e=!1),i(a[0])){for(l=new Array(o),s=0;s&lt;o;s++)l[s]=r.aggNums(t,e,a[s]);a=l}for(s=0;s&lt;o;s++)n(e)?n(a[s])&amp;&amp;(e=t(+e,+a[s])):e=a[s];return e},r.len=function(t){return r.aggNums(function(t){return t+1},0,t)},r.mean=function(t,e){return e||(e=r.len(t)),r.aggNums(function(t,e){return t+e},0,t)/e},r.midRange=function(t){if(void 0!==t&amp;&amp;0!==t.length)return(r.aggNums(Math.max,null,t)+r.aggNums(Math.min,null,t))/2},r.variance=function(t,e,i){return e||(e=r.len(t)),n(i)||(i=r.mean(t,e)),r.aggNums(function(t,e){return t+Math.pow(e-i,2)},0,t)/e},r.stdev=function(t,e,n){return Math.sqrt(r.variance(t,e,n))},r.interp=function(t,e){if(!n(e))throw&quot;n should be a finite number&quot;;if((e=e*t.length-.5)&lt;0)return t[0];if(e&gt;t.length-1)return t[t.length-1];var r=e%1;return r*t[Math.ceil(e)]+(1-r)*t[Math.floor(e)]}},{&quot;./array&quot;:481,&quot;fast-isnumeric&quot;:90}],517:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;color-normalize&quot;);e.exports=function(t){return t?n(t):[0,0,0,1]}},{&quot;color-normalize&quot;:62}],518:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../constants/xmlns_namespaces&quot;),o=t(&quot;../constants/alignment&quot;).LINE_SPACING;function s(t,e){return t.node().getBoundingClientRect()[e]}var l=/([^$]*)([$]+[^$]*[$]+)([^$]*)/;r.convertToTspans=function(t,e,k){var E=t.text(),S=!t.attr(&quot;data-notex&quot;)&amp;&amp;&quot;undefined&quot;!=typeof MathJax&amp;&amp;E.match(l),C=n.select(t.node().parentNode);if(!C.empty()){var O=t.attr(&quot;class&quot;)?t.attr(&quot;class&quot;).split(&quot; &quot;)[0]:&quot;text&quot;;return O+=&quot;-math&quot;,C.selectAll(&quot;svg.&quot;+O).remove(),C.selectAll(&quot;g.&quot;+O+&quot;-group&quot;).remove(),t.style(&quot;display&quot;,null).attr({&quot;data-unformatted&quot;:E,&quot;data-math&quot;:&quot;N&quot;}),S?(e&amp;&amp;e._promises||[]).push(new Promise(function(e){t.style(&quot;display&quot;,&quot;none&quot;);var r=parseInt(t.node().style.fontSize,10),a={fontSize:r};!function(t,e,r){var a,o,s,l;MathJax.Hub.Queue(function(){return o=i.extendDeepAll({},MathJax.Hub.config),s=MathJax.Hub.processSectionDelay,void 0!==MathJax.Hub.processSectionDelay&amp;&amp;(MathJax.Hub.processSectionDelay=0),MathJax.Hub.Config({messageStyle:&quot;none&quot;,tex2jax:{inlineMath:[[&quot;$&quot;,&quot;$&quot;],[&quot;\\\\(&quot;,&quot;\\\\)&quot;]]},displayAlign:&quot;left&quot;})},function(){if(&quot;SVG&quot;!==(a=MathJax.Hub.config.menuSettings.renderer))return MathJax.Hub.setRenderer(&quot;SVG&quot;)},function(){var r=&quot;math-output-&quot;+i.randstr({},64);return l=n.select(&quot;body&quot;).append(&quot;div&quot;).attr({id:r}).style({visibility:&quot;hidden&quot;,position:&quot;absolute&quot;}).style({&quot;font-size&quot;:e.fontSize+&quot;px&quot;}).text(t.replace(u,&quot;\\\\lt &quot;).replace(c,&quot;\\\\gt &quot;)),MathJax.Hub.Typeset(l.node())},function(){var e=n.select(&quot;body&quot;).select(&quot;#MathJax_SVG_glyphs&quot;);if(l.select(&quot;.MathJax_SVG&quot;).empty()||!l.select(&quot;svg&quot;).node())i.log(&quot;There was an error in the tex syntax.&quot;,t),r();else{var o=l.select(&quot;svg&quot;).node().getBoundingClientRect();r(l.select(&quot;.MathJax_SVG&quot;),e,o)}if(l.remove(),&quot;SVG&quot;!==a)return MathJax.Hub.setRenderer(a)},function(){return void 0!==s&amp;&amp;(MathJax.Hub.processSectionDelay=s),MathJax.Hub.Config(o)})}(S[2],a,function(n,i,a){C.selectAll(&quot;svg.&quot;+O).remove(),C.selectAll(&quot;g.&quot;+O+&quot;-group&quot;).remove();var o=n&amp;&amp;n.select(&quot;svg&quot;);if(!o||!o.node())return R(),void e();var l=C.append(&quot;g&quot;).classed(O+&quot;-group&quot;,!0).attr({&quot;pointer-events&quot;:&quot;none&quot;,&quot;data-unformatted&quot;:E,&quot;data-math&quot;:&quot;Y&quot;});l.node().appendChild(o.node()),i&amp;&amp;i.node()&amp;&amp;o.node().insertBefore(i.node().cloneNode(!0),o.node().firstChild),o.attr({class:O,height:a.height,preserveAspectRatio:&quot;xMinYMin meet&quot;}).style({overflow:&quot;visible&quot;,&quot;pointer-events&quot;:&quot;none&quot;});var u=t.node().style.fill||&quot;black&quot;;o.select(&quot;g&quot;).attr({fill:u,stroke:u});var c=s(o,&quot;width&quot;),f=s(o,&quot;height&quot;),h=+t.attr(&quot;x&quot;)-c*{start:0,middle:.5,end:1}[t.attr(&quot;text-anchor&quot;)||&quot;start&quot;],d=-(r||s(t,&quot;height&quot;))/4;&quot;y&quot;===O[0]?(l.attr({transform:&quot;rotate(&quot;+[-90,+t.attr(&quot;x&quot;),+t.attr(&quot;y&quot;)]+&quot;) translate(&quot;+[-c/2,d-f/2]+&quot;)&quot;}),o.attr({x:+t.attr(&quot;x&quot;),y:+t.attr(&quot;y&quot;)})):&quot;l&quot;===O[0]?o.attr({x:t.attr(&quot;x&quot;),y:d-f/2}):&quot;a&quot;===O[0]&amp;&amp;0!==O.indexOf(&quot;atitle&quot;)?o.attr({x:0,y:d}):o.attr({x:h,y:+t.attr(&quot;y&quot;)+d-f/2}),k&amp;&amp;k.call(t,l),e(l)})})):R(),t}function R(){C.empty()||(O=t.attr(&quot;class&quot;)+&quot;-math&quot;,C.select(&quot;svg.&quot;+O).remove()),t.text(&quot;&quot;).style(&quot;white-space&quot;,&quot;pre&quot;),function(t,e){e=e.replace(v,&quot; &quot;);var r,s=!1,l=[],u=-1;function c(){u++;var e=document.createElementNS(a.svg,&quot;tspan&quot;);n.select(e).attr({class:&quot;line&quot;,dy:u*o+&quot;em&quot;}),t.appendChild(e),r=e;var i=l;if(l=[{node:e}],i.length&gt;1)for(var s=1;s&lt;i.length;s++)k(i[s])}function k(t){var e,i=t.type,o={};if(&quot;a&quot;===i){e=&quot;a&quot;;var s=t.target,u=t.href,c=t.popup;u&amp;&amp;(o={&quot;xlink:xlink:show&quot;:&quot;_blank&quot;===s||&quot;_&quot;!==s.charAt(0)?&quot;new&quot;:&quot;replace&quot;,target:s,&quot;xlink:xlink:href&quot;:u},c&amp;&amp;(o.onclick=&#x27;window.open(this.href.baseVal,this.target.baseVal,&quot;&#x27;+c+&#x27;&quot;);return false;&#x27;))}else e=&quot;tspan&quot;;t.style&amp;&amp;(o.style=t.style);var f=document.createElementNS(a.svg,e);if(&quot;sup&quot;===i||&quot;sub&quot;===i){E(r,p),r.appendChild(f);var g=document.createElementNS(a.svg,&quot;tspan&quot;);E(g,p),n.select(g).attr(&quot;dy&quot;,d[i]),o.dy=h[i],r.appendChild(f),r.appendChild(g)}else r.appendChild(f);n.select(f).attr(o),r=t.node=f,l.push(t)}function E(t,e){t.appendChild(document.createTextNode(e))}function S(t){if(1!==l.length){var n=l.pop();t!==n.type&amp;&amp;i.log(&quot;Start tag &lt;&quot;+n.type+&quot;&gt; doesnt match end tag &lt;&quot;+t+&quot;&gt;. Pretending it did match.&quot;,e),r=l[l.length-1].node}else i.log(&quot;Ignoring unexpected end tag &lt;/&quot;+t+&quot;&gt;.&quot;,e)}b.test(e)?c():(r=t,l=[{node:t}]);for(var C=e.split(m),O=0;O&lt;C.length;O++){var R=C[O],P=R.match(y),z=P&amp;&amp;P[2].toLowerCase(),I=f[z];if(&quot;br&quot;===z)c();else if(void 0===I)E(r,L(R));else if(P[1])S(z);else{var N=P[4],D={type:z},F=M(N,x);if(F?(F=F.replace(T,&quot;$1 fill:&quot;),I&amp;&amp;(F+=&quot;;&quot;+I)):I&amp;&amp;(F=I),F&amp;&amp;(D.style=F),&quot;a&quot;===z){s=!0;var j=M(N,_);if(j){var B=document.createElement(&quot;a&quot;);B.href=j,-1!==g.indexOf(B.protocol)&amp;&amp;(D.href=encodeURI(decodeURI(j)),D.target=M(N,w)||&quot;_blank&quot;,D.popup=M(N,A))}}k(D)}}return s}(t.node(),E)&amp;&amp;t.style(&quot;pointer-events&quot;,&quot;all&quot;),r.positionText(t),k&amp;&amp;k.call(t)}};var u=/(&lt;|&amp;lt;|&amp;#60;)/g,c=/(&gt;|&amp;gt;|&amp;#62;)/g;var f={sup:&quot;font-size:70%&quot;,sub:&quot;font-size:70%&quot;,b:&quot;font-weight:bold&quot;,i:&quot;font-style:italic&quot;,a:&quot;cursor:pointer&quot;,span:&quot;&quot;,em:&quot;font-style:italic;font-weight:bold&quot;},h={sub:&quot;0.3em&quot;,sup:&quot;-0.6em&quot;},d={sub:&quot;-0.21em&quot;,sup:&quot;0.42em&quot;},p=&quot;\\u200b&quot;,g=[&quot;http:&quot;,&quot;https:&quot;,&quot;mailto:&quot;,&quot;&quot;,void 0,&quot;:&quot;],v=/(\\r\\n?|\\n)/g,m=/(&lt;[^&lt;&gt;]*&gt;)/,y=/&lt;(\\/?)([^ &gt;]*)(\\s+(.*))?&gt;/i,b=/&lt;br(\\s+.*)?&gt;/i,x=/(^|[\\s&quot;&#x27;])style\\s*=\\s*(&quot;([^&quot;]*);?&quot;|&#x27;([^&#x27;]*);?&#x27;)/i,_=/(^|[\\s&quot;&#x27;])href\\s*=\\s*(&quot;([^&quot;]*)&quot;|&#x27;([^&#x27;]*)&#x27;)/i,w=/(^|[\\s&quot;&#x27;])target\\s*=\\s*(&quot;([^&quot;\\s]*)&quot;|&#x27;([^&#x27;\\s]*)&#x27;)/i,A=/(^|[\\s&quot;&#x27;])popup\\s*=\\s*(&quot;([\\w=,]*)&quot;|&#x27;([\\w=,]*)&#x27;)/i;function M(t,e){if(!t)return null;var r=t.match(e),n=r&amp;&amp;(r[3]||r[4]);return n&amp;&amp;L(n)}var T=/(^|;)\\s*color:/;r.plainText=function(t,e){for(var r=void 0!==(e=e||{}).len&amp;&amp;-1!==e.len?e.len:1/0,n=void 0!==e.allowedTags?e.allowedTags:[&quot;br&quot;],i=&quot;...&quot;.length,a=t.split(m),o=[],s=&quot;&quot;,l=0,u=0;u&lt;a.length;u++){var c=a[u],f=c.match(y),h=f&amp;&amp;f[2].toLowerCase();if(h)-1!==n.indexOf(h)&amp;&amp;(o.push(c),s=h);else{var d=c.length;if(l+d&lt;r)o.push(c),l+=d;else if(l&lt;r){var p=r-l;s&amp;&amp;(&quot;br&quot;!==s||p&lt;=i||d&lt;=i)&amp;&amp;o.pop(),r&gt;i?o.push(c.substr(0,p-i)+&quot;...&quot;):o.push(c.substr(0,p));break}s=&quot;&quot;}}return o.join(&quot;&quot;)};var k={mu:&quot;\\u03bc&quot;,amp:&quot;&amp;&quot;,lt:&quot;&lt;&quot;,gt:&quot;&gt;&quot;,nbsp:&quot;\\xa0&quot;,times:&quot;\\xd7&quot;,plusmn:&quot;\\xb1&quot;,deg:&quot;\\xb0&quot;},E=/&amp;(#\\d+|#x[\\da-fA-F]+|[a-z]+);/g;function L(t){return t.replace(E,function(t,e){return(&quot;#&quot;===e.charAt(0)?function(t){if(t&gt;1114111)return;var e=String.fromCodePoint;if(e)return e(t);var r=String.fromCharCode;return t&lt;=65535?r(t):r(55232+(t&gt;&gt;10),t%1024+56320)}(&quot;x&quot;===e.charAt(1)?parseInt(e.substr(2),16):parseInt(e.substr(1),10)):k[e])||t})}function S(t,e,r){var n,i,a,o=r.horizontalAlign,s=r.verticalAlign||&quot;top&quot;,l=t.node().getBoundingClientRect(),u=e.node().getBoundingClientRect();return i=&quot;bottom&quot;===s?function(){return l.bottom-n.height}:&quot;middle&quot;===s?function(){return l.top+(l.height-n.height)/2}:function(){return l.top},a=&quot;right&quot;===o?function(){return l.right-n.width}:&quot;center&quot;===o?function(){return l.left+(l.width-n.width)/2}:function(){return l.left},function(){return n=this.node().getBoundingClientRect(),this.style({top:i()-u.top+&quot;px&quot;,left:a()-u.left+&quot;px&quot;,&quot;z-index&quot;:1e3}),this}}r.convertEntities=L,r.lineCount=function(t){return t.selectAll(&quot;tspan.line&quot;).size()||1},r.positionText=function(t,e,r){return t.each(function(){var t=n.select(this);function i(e,r){return void 0===r?null===(r=t.attr(e))&amp;&amp;(t.attr(e,0),r=0):t.attr(e,r),r}var a=i(&quot;x&quot;,e),o=i(&quot;y&quot;,r);&quot;text&quot;===this.nodeName&amp;&amp;t.selectAll(&quot;tspan.line&quot;).attr({x:a,y:o})})},r.makeEditable=function(t,e){var r=e.gd,i=e.delegate,a=n.dispatch(&quot;edit&quot;,&quot;input&quot;,&quot;cancel&quot;),o=i||t;if(t.style({&quot;pointer-events&quot;:i?&quot;none&quot;:&quot;all&quot;}),1!==t.size())throw new Error(&quot;boo&quot;);function s(){!function(){var i=n.select(r).select(&quot;.svg-container&quot;),o=i.append(&quot;div&quot;),s=t.node().style,u=parseFloat(s.fontSize||12),c=e.text;void 0===c&amp;&amp;(c=t.attr(&quot;data-unformatted&quot;));o.classed(&quot;plugin-editable editable&quot;,!0).style({position:&quot;absolute&quot;,&quot;font-family&quot;:s.fontFamily||&quot;Arial&quot;,&quot;font-size&quot;:u,color:e.fill||s.fill||&quot;black&quot;,opacity:1,&quot;background-color&quot;:e.background||&quot;transparent&quot;,outline:&quot;#ffffff33 1px solid&quot;,margin:[-u/8+1,0,0,-1].join(&quot;px &quot;)+&quot;px&quot;,padding:&quot;0&quot;,&quot;box-sizing&quot;:&quot;border-box&quot;}).attr({contenteditable:!0}).text(c).call(S(t,i,e)).on(&quot;blur&quot;,function(){r._editing=!1,t.text(this.textContent).style({opacity:1});var e,i=n.select(this).attr(&quot;class&quot;);(e=i?&quot;.&quot;+i.split(&quot; &quot;)[0]+&quot;-math-group&quot;:&quot;[class*=-math-group]&quot;)&amp;&amp;n.select(t.node().parentNode).select(e).style({opacity:0});var o=this.textContent;n.select(this).transition().duration(0).remove(),n.select(document).on(&quot;mouseup&quot;,null),a.edit.call(t,o)}).on(&quot;focus&quot;,function(){var t=this;r._editing=!0,n.select(document).on(&quot;mouseup&quot;,function(){if(n.event.target===t)return!1;document.activeElement===o.node()&amp;&amp;o.node().blur()})}).on(&quot;keyup&quot;,function(){27===n.event.which?(r._editing=!1,t.style({opacity:1}),n.select(this).style({opacity:0}).on(&quot;blur&quot;,function(){return!1}).transition().remove(),a.cancel.call(t,this.textContent)):(a.input.call(t,this.textContent),n.select(this).call(S(t,i,e)))}).on(&quot;keydown&quot;,function(){13===n.event.which&amp;&amp;this.blur()}).call(l)}(),t.style({opacity:0});var i,s=o.attr(&quot;class&quot;);(i=s?&quot;.&quot;+s.split(&quot; &quot;)[0]+&quot;-math-group&quot;:&quot;[class*=-math-group]&quot;)&amp;&amp;n.select(t.node().parentNode).select(i).style({opacity:0})}function l(t){var e=t.node(),r=document.createRange();r.selectNodeContents(e);var n=window.getSelection();n.removeAllRanges(),n.addRange(r),e.focus()}return e.immediate?s():o.on(&quot;click&quot;,s),n.rebind(t,a,&quot;on&quot;)}},{&quot;../constants/alignment&quot;:471,&quot;../constants/xmlns_namespaces&quot;:476,&quot;../lib&quot;:495,d3:81}],519:[function(t,e,r){&quot;use strict&quot;;var n={};function i(t){t&amp;&amp;null!==t.timer&amp;&amp;(clearTimeout(t.timer),t.timer=null)}r.throttle=function(t,e,r){var a=n[t],o=Date.now();if(!a){for(var s in n)n[s].ts&lt;o-6e4&amp;&amp;delete n[s];a=n[t]={ts:0,timer:null}}function l(){r(),a.ts=Date.now(),a.onDone&amp;&amp;(a.onDone(),a.onDone=null)}i(a),o&gt;a.ts+e?l():a.timer=setTimeout(function(){l(),a.timer=null},e)},r.done=function(t){var e=n[t];return e&amp;&amp;e.timer?new Promise(function(t){var r=e.onDone;e.onDone=function(){r&amp;&amp;r(),t(),e.onDone=null}}):Promise.resolve()},r.clear=function(t){if(t)i(n[t]),delete n[t];else for(var e in n)r.clear(e)}},{}],520:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;);e.exports=function(t,e){if(t&gt;0)return Math.log(t)/Math.LN10;var r=Math.log(Math.min(e[0],e[1]))/Math.LN10;return n(r)||(r=Math.log(Math.max(e[0],e[1]))/Math.LN10-6),r}},{&quot;fast-isnumeric&quot;:90}],521:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;locale&quot;,name:&quot;en-US&quot;,dictionary:{&quot;Click to enter Colorscale title&quot;:&quot;Click to enter Colorscale title&quot;},format:{date:&quot;%m/%d/%Y&quot;}}},{}],522:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;locale&quot;,name:&quot;en&quot;,dictionary:{&quot;Click to enter Colorscale title&quot;:&quot;Click to enter Colourscale title&quot;},format:{days:[&quot;Sunday&quot;,&quot;Monday&quot;,&quot;Tuesday&quot;,&quot;Wednesday&quot;,&quot;Thursday&quot;,&quot;Friday&quot;,&quot;Saturday&quot;],shortDays:[&quot;Sun&quot;,&quot;Mon&quot;,&quot;Tue&quot;,&quot;Wed&quot;,&quot;Thu&quot;,&quot;Fri&quot;,&quot;Sat&quot;],months:[&quot;January&quot;,&quot;February&quot;,&quot;March&quot;,&quot;April&quot;,&quot;May&quot;,&quot;June&quot;,&quot;July&quot;,&quot;August&quot;,&quot;September&quot;,&quot;October&quot;,&quot;November&quot;,&quot;December&quot;],shortMonths:[&quot;Jan&quot;,&quot;Feb&quot;,&quot;Mar&quot;,&quot;Apr&quot;,&quot;May&quot;,&quot;Jun&quot;,&quot;Jul&quot;,&quot;Aug&quot;,&quot;Sep&quot;,&quot;Oct&quot;,&quot;Nov&quot;,&quot;Dec&quot;],periods:[&quot;AM&quot;,&quot;PM&quot;],dateTime:&quot;%a %b %e %X %Y&quot;,date:&quot;%d/%m/%Y&quot;,time:&quot;%H:%M:%S&quot;,decimal:&quot;.&quot;,thousands:&quot;,&quot;,grouping:[3],currency:[&quot;$&quot;,&quot;&quot;],year:&quot;%Y&quot;,month:&quot;%b %Y&quot;,dayMonth:&quot;%b %-d&quot;,dayMonthYear:&quot;%b %-d, %Y&quot;}}},{}],523:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;);e.exports=function(t){for(var e,r,i=n.layoutArrayContainers,a=n.layoutArrayRegexes,o=t.split(&quot;[&quot;)[0],s=0;s&lt;a.length;s++)if((r=t.match(a[s]))&amp;&amp;0===r.index){e=r[0];break}if(e||(e=i[i.indexOf(o)]),!e)return!1;var l=t.substr(e.length);return l?!!(r=l.match(/^\\[(0|[1-9][0-9]*)\\](\\.(.+))?$/))&amp;&amp;{array:e,index:Number(r[1]),property:r[3]||&quot;&quot;}:{array:e,index:&quot;&quot;,property:&quot;&quot;}}},{&quot;../registry&quot;:592}],524:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=n.extendFlat,a=n.isPlainObject,o={valType:&quot;flaglist&quot;,extras:[&quot;none&quot;],flags:[&quot;calc&quot;,&quot;clearAxisTypes&quot;,&quot;plot&quot;,&quot;style&quot;,&quot;markerSize&quot;,&quot;colorbars&quot;]},s={valType:&quot;flaglist&quot;,extras:[&quot;none&quot;],flags:[&quot;calc&quot;,&quot;plot&quot;,&quot;legend&quot;,&quot;ticks&quot;,&quot;axrange&quot;,&quot;layoutstyle&quot;,&quot;modebar&quot;,&quot;camera&quot;,&quot;arraydraw&quot;]},l=o.flags.slice().concat([&quot;fullReplot&quot;]),u=s.flags.slice().concat(&quot;layoutReplot&quot;);function c(t){for(var e={},r=0;r&lt;t.length;r++)e[t[r]]=!1;return e}function f(t,e,r){var n=i({},t);for(var o in n){var s=n[o];a(s)&amp;&amp;(n[o]=h(s,e,r,o))}return&quot;from-root&quot;===r&amp;&amp;(n.editType=e),n}function h(t,e,r,n){if(t.valType){var a=i({},t);if(a.editType=e,Array.isArray(t.items)){a.items=new Array(t.items.length);for(var o=0;o&lt;t.items.length;o++)a.items[o]=h(t.items[o],e,&quot;from-root&quot;)}return a}return f(t,e,&quot;_&quot;===n.charAt(0)?&quot;nested&quot;:&quot;from-root&quot;)}e.exports={traces:o,layout:s,traceFlags:function(){return c(l)},layoutFlags:function(){return c(u)},update:function(t,e){var r=e.editType;if(r&amp;&amp;&quot;none&quot;!==r)for(var n=r.split(&quot;+&quot;),i=0;i&lt;n.length;i++)t[n[i]]=!0},overrideAll:f}},{&quot;../lib&quot;:495}],525:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;gl-mat4/fromQuat&quot;),a=t(&quot;../registry&quot;),o=t(&quot;../lib&quot;),s=t(&quot;../plots/plots&quot;),l=t(&quot;../plots/cartesian/axis_ids&quot;),u=t(&quot;../components/color&quot;),c=l.cleanId,f=l.getFromTrace,h=a.traceIs;function d(t,e){var r=t[e],n=e.charAt(0);r&amp;&amp;&quot;paper&quot;!==r&amp;&amp;(t[e]=c(r,n))}function p(t){function e(e,r){var n=t[e],i=t.title&amp;&amp;t.title[r];n&amp;&amp;!i&amp;&amp;(t.title||(t.title={}),t.title[r]=t[e],delete t[e])}t&amp;&amp;(&quot;string&quot;!=typeof t.title&amp;&amp;&quot;number&quot;!=typeof t.title||(t.title={text:t.title}),e(&quot;titlefont&quot;,&quot;font&quot;),e(&quot;titleposition&quot;,&quot;position&quot;),e(&quot;titleside&quot;,&quot;side&quot;),e(&quot;titleoffset&quot;,&quot;offset&quot;))}function g(t){if(!o.isPlainObject(t))return!1;var e=t.name;return delete t.name,delete t.showlegend,(&quot;string&quot;==typeof e||&quot;number&quot;==typeof e)&amp;&amp;String(e)}function v(t,e,r,n){if(r&amp;&amp;!n)return t;if(n&amp;&amp;!r)return e;if(!t.trim())return e;if(!e.trim())return t;var i,a=Math.min(t.length,e.length);for(i=0;i&lt;a&amp;&amp;t.charAt(i)===e.charAt(i);i++);return t.substr(0,i).trim()}function m(t){var e=&quot;middle&quot;,r=&quot;center&quot;;return&quot;string&quot;==typeof t&amp;&amp;(-1!==t.indexOf(&quot;top&quot;)?e=&quot;top&quot;:-1!==t.indexOf(&quot;bottom&quot;)&amp;&amp;(e=&quot;bottom&quot;),-1!==t.indexOf(&quot;left&quot;)?r=&quot;left&quot;:-1!==t.indexOf(&quot;right&quot;)&amp;&amp;(r=&quot;right&quot;)),e+&quot; &quot;+r}function y(t,e){return e in t&amp;&amp;&quot;object&quot;==typeof t[e]&amp;&amp;0===Object.keys(t[e]).length}r.clearPromiseQueue=function(t){Array.isArray(t._promises)&amp;&amp;t._promises.length&gt;0&amp;&amp;o.log(&quot;Clearing previous rejected promises from queue.&quot;),t._promises=[]},r.cleanLayout=function(t){var e,n;t||(t={}),t.xaxis1&amp;&amp;(t.xaxis||(t.xaxis=t.xaxis1),delete t.xaxis1),t.yaxis1&amp;&amp;(t.yaxis||(t.yaxis=t.yaxis1),delete t.yaxis1),t.scene1&amp;&amp;(t.scene||(t.scene=t.scene1),delete t.scene1);var a=(s.subplotsRegistry.cartesian||{}).attrRegex,l=(s.subplotsRegistry.polar||{}).attrRegex,f=(s.subplotsRegistry.ternary||{}).attrRegex,h=(s.subplotsRegistry.gl3d||{}).attrRegex,g=Object.keys(t);for(e=0;e&lt;g.length;e++){var v=g[e];if(a&amp;&amp;a.test(v)){var m=t[v];m.anchor&amp;&amp;&quot;free&quot;!==m.anchor&amp;&amp;(m.anchor=c(m.anchor)),m.overlaying&amp;&amp;(m.overlaying=c(m.overlaying)),m.type||(m.isdate?m.type=&quot;date&quot;:m.islog?m.type=&quot;log&quot;:!1===m.isdate&amp;&amp;!1===m.islog&amp;&amp;(m.type=&quot;linear&quot;)),&quot;withzero&quot;!==m.autorange&amp;&amp;&quot;tozero&quot;!==m.autorange||(m.autorange=!0,m.rangemode=&quot;tozero&quot;),delete m.islog,delete m.isdate,delete m.categories,y(m,&quot;domain&quot;)&amp;&amp;delete m.domain,void 0!==m.autotick&amp;&amp;(void 0===m.tickmode&amp;&amp;(m.tickmode=m.autotick?&quot;auto&quot;:&quot;linear&quot;),delete m.autotick),p(m)}else if(l&amp;&amp;l.test(v)){p(t[v].radialaxis)}else if(f&amp;&amp;f.test(v)){var b=t[v];p(b.aaxis),p(b.baxis),p(b.caxis)}else if(h&amp;&amp;h.test(v)){var x=t[v],_=x.cameraposition;if(Array.isArray(_)&amp;&amp;4===_[0].length){var w=_[0],A=_[1],M=_[2],T=i([],w),k=[];for(n=0;n&lt;3;++n)k[n]=A[n]+M*T[2+4*n];x.camera={eye:{x:k[0],y:k[1],z:k[2]},center:{x:A[0],y:A[1],z:A[2]},up:{x:0,y:0,z:1}},delete x.cameraposition}p(x.xaxis),p(x.yaxis),p(x.zaxis)}}var E=Array.isArray(t.annotations)?t.annotations.length:0;for(e=0;e&lt;E;e++){var L=t.annotations[e];o.isPlainObject(L)&amp;&amp;(L.ref&amp;&amp;(&quot;paper&quot;===L.ref?(L.xref=&quot;paper&quot;,L.yref=&quot;paper&quot;):&quot;data&quot;===L.ref&amp;&amp;(L.xref=&quot;x&quot;,L.yref=&quot;y&quot;),delete L.ref),d(L,&quot;xref&quot;),d(L,&quot;yref&quot;))}var S=Array.isArray(t.shapes)?t.shapes.length:0;for(e=0;e&lt;S;e++){var C=t.shapes[e];o.isPlainObject(C)&amp;&amp;(d(C,&quot;xref&quot;),d(C,&quot;yref&quot;))}var O=t.legend;return O&amp;&amp;(O.x&gt;3?(O.x=1.02,O.xanchor=&quot;left&quot;):O.x&lt;-2&amp;&amp;(O.x=-.02,O.xanchor=&quot;right&quot;),O.y&gt;3?(O.y=1.02,O.yanchor=&quot;bottom&quot;):O.y&lt;-2&amp;&amp;(O.y=-.02,O.yanchor=&quot;top&quot;)),p(t),&quot;rotate&quot;===t.dragmode&amp;&amp;(t.dragmode=&quot;orbit&quot;),u.clean(t),t.template&amp;&amp;t.template.layout&amp;&amp;r.cleanLayout(t.template.layout),t},r.cleanData=function(t){for(var e=0;e&lt;t.length;e++){var n,i=t[e];if(&quot;histogramy&quot;===i.type&amp;&amp;&quot;xbins&quot;in i&amp;&amp;!(&quot;ybins&quot;in i)&amp;&amp;(i.ybins=i.xbins,delete i.xbins),i.error_y&amp;&amp;&quot;opacity&quot;in i.error_y){var l=u.defaults,f=i.error_y.color||(h(i,&quot;bar&quot;)?u.defaultLine:l[e%l.length]);i.error_y.color=u.addOpacity(u.rgb(f),u.opacity(f)*i.error_y.opacity),delete i.error_y.opacity}if(&quot;bardir&quot;in i&amp;&amp;(&quot;h&quot;!==i.bardir||!h(i,&quot;bar&quot;)&amp;&amp;&quot;histogram&quot;!==i.type.substr(0,9)||(i.orientation=&quot;h&quot;,r.swapXYData(i)),delete i.bardir),&quot;histogramy&quot;===i.type&amp;&amp;r.swapXYData(i),&quot;histogramx&quot;!==i.type&amp;&amp;&quot;histogramy&quot;!==i.type||(i.type=&quot;histogram&quot;),&quot;scl&quot;in i&amp;&amp;!(&quot;colorscale&quot;in i)&amp;&amp;(i.colorscale=i.scl,delete i.scl),&quot;reversescl&quot;in i&amp;&amp;!(&quot;reversescale&quot;in i)&amp;&amp;(i.reversescale=i.reversescl,delete i.reversescl),i.xaxis&amp;&amp;(i.xaxis=c(i.xaxis,&quot;x&quot;)),i.yaxis&amp;&amp;(i.yaxis=c(i.yaxis,&quot;y&quot;)),h(i,&quot;gl3d&quot;)&amp;&amp;i.scene&amp;&amp;(i.scene=s.subplotsRegistry.gl3d.cleanId(i.scene)),!h(i,&quot;pie&quot;)&amp;&amp;!h(i,&quot;bar&quot;)&amp;&amp;&quot;waterfall&quot;!==i.type)if(Array.isArray(i.textposition))for(n=0;n&lt;i.textposition.length;n++)i.textposition[n]=m(i.textposition[n]);else i.textposition&amp;&amp;(i.textposition=m(i.textposition));var d=a.getModule(i);if(d&amp;&amp;d.colorbar){var b=d.colorbar.container,x=b?i[b]:i;x&amp;&amp;x.colorscale&amp;&amp;(&quot;YIGnBu&quot;===x.colorscale&amp;&amp;(x.colorscale=&quot;YlGnBu&quot;),&quot;YIOrRd&quot;===x.colorscale&amp;&amp;(x.colorscale=&quot;YlOrRd&quot;))}if(&quot;surface&quot;===i.type&amp;&amp;o.isPlainObject(i.contours)){var _=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(n=0;n&lt;_.length;n++){var w=i.contours[_[n]];o.isPlainObject(w)&amp;&amp;(w.highlightColor&amp;&amp;(w.highlightcolor=w.highlightColor,delete w.highlightColor),w.highlightWidth&amp;&amp;(w.highlightwidth=w.highlightWidth,delete w.highlightWidth))}}if(&quot;candlestick&quot;===i.type||&quot;ohlc&quot;===i.type){var A=!1!==(i.increasing||{}).showlegend,M=!1!==(i.decreasing||{}).showlegend,T=g(i.increasing),k=g(i.decreasing);if(!1!==T&amp;&amp;!1!==k){var E=v(T,k,A,M);E&amp;&amp;(i.name=E)}else!T&amp;&amp;!k||i.name||(i.name=T||k)}if(Array.isArray(i.transforms)){var L=i.transforms;for(n=0;n&lt;L.length;n++){var S=L[n];if(o.isPlainObject(S))switch(S.type){case&quot;filter&quot;:S.filtersrc&amp;&amp;(S.target=S.filtersrc,delete S.filtersrc),S.calendar&amp;&amp;(S.valuecalendar||(S.valuecalendar=S.calendar),delete S.calendar);break;case&quot;groupby&quot;:if(S.styles=S.styles||S.style,S.styles&amp;&amp;!Array.isArray(S.styles)){var C=S.styles,O=Object.keys(C);S.styles=[];for(var R=0;R&lt;O.length;R++)S.styles.push({target:O[R],value:C[O[R]]})}}}}y(i,&quot;line&quot;)&amp;&amp;delete i.line,&quot;marker&quot;in i&amp;&amp;(y(i.marker,&quot;line&quot;)&amp;&amp;delete i.marker.line,y(i,&quot;marker&quot;)&amp;&amp;delete i.marker),u.clean(i),i.autobinx&amp;&amp;(delete i.autobinx,delete i.xbins),i.autobiny&amp;&amp;(delete i.autobiny,delete i.ybins),p(i),i.colorbar&amp;&amp;p(i.colorbar),i.marker&amp;&amp;i.marker.colorbar&amp;&amp;p(i.marker.colorbar),i.line&amp;&amp;i.line.colorbar&amp;&amp;p(i.line.colorbar),i.aaxis&amp;&amp;p(i.aaxis),i.baxis&amp;&amp;p(i.baxis)}},r.swapXYData=function(t){var e;if(o.swapAttrs(t,[&quot;?&quot;,&quot;?0&quot;,&quot;d?&quot;,&quot;?bins&quot;,&quot;nbins?&quot;,&quot;autobin?&quot;,&quot;?src&quot;,&quot;error_?&quot;]),Array.isArray(t.z)&amp;&amp;Array.isArray(t.z[0])&amp;&amp;(t.transpose?delete t.transpose:t.transpose=!0),t.error_x&amp;&amp;t.error_y){var r=t.error_y,n=&quot;copy_ystyle&quot;in r?r.copy_ystyle:!(r.color||r.thickness||r.width);o.swapAttrs(t,[&quot;error_?.copy_ystyle&quot;]),n&amp;&amp;o.swapAttrs(t,[&quot;error_?.color&quot;,&quot;error_?.thickness&quot;,&quot;error_?.width&quot;])}if(&quot;string&quot;==typeof t.hoverinfo){var i=t.hoverinfo.split(&quot;+&quot;);for(e=0;e&lt;i.length;e++)&quot;x&quot;===i[e]?i[e]=&quot;y&quot;:&quot;y&quot;===i[e]&amp;&amp;(i[e]=&quot;x&quot;);t.hoverinfo=i.join(&quot;+&quot;)}},r.coerceTraceIndices=function(t,e){if(n(e))return[e];if(!Array.isArray(e)||!e.length)return t.data.map(function(t,e){return e});if(Array.isArray(e)){for(var r=[],i=0;i&lt;e.length;i++)o.isIndex(e[i],t.data.length)?r.push(e[i]):o.warn(&quot;trace index (&quot;,e[i],&quot;) is not a number or is out of bounds&quot;);return r}return e},r.manageArrayContainers=function(t,e,r){var i=t.obj,a=t.parts,s=a.length,l=a[s-1],u=n(l);if(u&amp;&amp;null===e){var c=a.slice(0,s-1).join(&quot;.&quot;);o.nestedProperty(i,c).get().splice(l,1)}else u&amp;&amp;void 0===t.get()?(void 0===t.get()&amp;&amp;(r[t.astr]=null),t.set(e)):t.set(e)};var b=/(\\.[^\\[\\]\\.]+|\\[[^\\[\\]\\.]+\\])$/;function x(t){var e=t.search(b);if(e&gt;0)return t.substr(0,e)}r.hasParent=function(t,e){for(var r=x(e);r;){if(r in t)return!0;r=x(r)}return!1};var _=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];r.clearAxisTypes=function(t,e,r){for(var n=0;n&lt;e.length;n++)for(var i=t._fullData[n],a=0;a&lt;3;a++){var s=f(t,i,_[a]);if(s&amp;&amp;&quot;log&quot;!==s.type){var l=s._name,u=s._id.substr(1);if(&quot;scene&quot;===u.substr(0,5)){if(void 0!==r[u])continue;l=u+&quot;.&quot;+l}var c=l+&quot;.type&quot;;void 0===r[l]&amp;&amp;void 0===r[c]&amp;&amp;o.nestedProperty(t.layout,c).set(null)}}}},{&quot;../components/color&quot;:376,&quot;../lib&quot;:495,&quot;../plots/cartesian/axis_ids&quot;:544,&quot;../plots/plots&quot;:584,&quot;../registry&quot;:592,&quot;fast-isnumeric&quot;:90,&quot;gl-mat4/fromQuat&quot;:121}],526:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./plot_api&quot;);r.plot=n.plot,r.newPlot=n.newPlot,r.restyle=n.restyle,r.relayout=n.relayout,r.redraw=n.redraw,r.update=n.update,r._guiRestyle=n._guiRestyle,r._guiRelayout=n._guiRelayout,r._guiUpdate=n._guiUpdate,r._storeDirectGUIEdit=n._storeDirectGUIEdit,r.react=n.react,r.extendTraces=n.extendTraces,r.prependTraces=n.prependTraces,r.addTraces=n.addTraces,r.deleteTraces=n.deleteTraces,r.moveTraces=n.moveTraces,r.purge=n.purge,r.addFrames=n.addFrames,r.deleteFrames=n.deleteFrames,r.animate=n.animate,r.setPlotConfig=n.setPlotConfig,r.toImage=t(&quot;./to_image&quot;),r.validate=t(&quot;./validate&quot;),r.downloadImage=t(&quot;../snapshot/download&quot;);var i=t(&quot;./template_api&quot;);r.makeTemplate=i.makeTemplate,r.validateTemplate=i.validateTemplate},{&quot;../snapshot/download&quot;:594,&quot;./plot_api&quot;:528,&quot;./template_api&quot;:533,&quot;./to_image&quot;:534,&quot;./validate&quot;:535}],527:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib/is_plain_object&quot;),i=t(&quot;../lib/noop&quot;),a=t(&quot;../lib/loggers&quot;),o=t(&quot;../lib/search&quot;).sorterAsc,s=t(&quot;../registry&quot;);r.containerArrayMatch=t(&quot;./container_array_match&quot;);var l=r.isAddVal=function(t){return&quot;add&quot;===t||n(t)},u=r.isRemoveVal=function(t){return null===t||&quot;remove&quot;===t};r.applyContainerArrayChanges=function(t,e,r,n,c){var f=e.astr,h=s.getComponentMethod(f,&quot;supplyLayoutDefaults&quot;),d=s.getComponentMethod(f,&quot;draw&quot;),p=s.getComponentMethod(f,&quot;drawOne&quot;),g=n.replot||n.recalc||h===i||d===i,v=t.layout,m=t._fullLayout;if(r[&quot;&quot;]){Object.keys(r).length&gt;1&amp;&amp;a.warn(&quot;Full array edits are incompatible with other edits&quot;,f);var y=r[&quot;&quot;][&quot;&quot;];if(u(y))e.set(null);else{if(!Array.isArray(y))return a.warn(&quot;Unrecognized full array edit value&quot;,f,y),!0;e.set(y)}return!g&amp;&amp;(h(v,m),d(t),!0)}var b,x,_,w,A,M,T,k,E=Object.keys(r).map(Number).sort(o),L=e.get(),S=L||[],C=c(m,f).get(),O=[],R=-1,P=S.length;for(b=0;b&lt;E.length;b++)if(w=r[_=E[b]],A=Object.keys(w),M=w[&quot;&quot;],T=l(M),_&lt;0||_&gt;S.length-(T?0:1))a.warn(&quot;index out of range&quot;,f,_);else if(void 0!==M)A.length&gt;1&amp;&amp;a.warn(&quot;Insertion &amp; removal are incompatible with edits to the same index.&quot;,f,_),u(M)?O.push(_):T?(&quot;add&quot;===M&amp;&amp;(M={}),S.splice(_,0,M),C&amp;&amp;C.splice(_,0,{})):a.warn(&quot;Unrecognized full object edit value&quot;,f,_,M),-1===R&amp;&amp;(R=_);else for(x=0;x&lt;A.length;x++)k=f+&quot;[&quot;+_+&quot;].&quot;,c(S[_],A[x],k).set(w[A[x]]);for(b=O.length-1;b&gt;=0;b--)S.splice(O[b],1),C&amp;&amp;C.splice(O[b],1);if(S.length?L||e.set(S):e.set(null),g)return!1;if(h(v,m),p!==i){var z;if(-1===R)z=E;else{for(P=Math.max(S.length,P),z=[],b=0;b&lt;E.length&amp;&amp;!((_=E[b])&gt;=R);b++)z.push(_);for(b=R;b&lt;P;b++)z.push(b)}for(b=0;b&lt;z.length;b++)p(t,z[b])}else d(t);return!0}},{&quot;../lib/is_plain_object&quot;:496,&quot;../lib/loggers&quot;:499,&quot;../lib/noop&quot;:504,&quot;../lib/search&quot;:513,&quot;../registry&quot;:592,&quot;./container_array_match&quot;:523}],528:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;has-hover&quot;),o=t(&quot;../lib&quot;),s=o.nestedProperty,l=t(&quot;../lib/events&quot;),u=t(&quot;../lib/queue&quot;),c=t(&quot;../registry&quot;),f=t(&quot;./plot_schema&quot;),h=t(&quot;../plots/plots&quot;),d=t(&quot;../plots/polar/legacy&quot;),p=t(&quot;../plots/cartesian/axes&quot;),g=t(&quot;../components/drawing&quot;),v=t(&quot;../components/color&quot;),m=t(&quot;../components/colorbar/connect&quot;),y=t(&quot;../plots/cartesian/graph_interact&quot;).initInteractions,b=t(&quot;../constants/xmlns_namespaces&quot;),x=t(&quot;../lib/svg_text_utils&quot;),_=t(&quot;../plots/cartesian/select&quot;).clearSelect,w=t(&quot;./plot_config&quot;).dfltConfig,A=t(&quot;./manage_arrays&quot;),M=t(&quot;./helpers&quot;),T=t(&quot;./subroutines&quot;),k=t(&quot;./edit_types&quot;),E=t(&quot;../plots/cartesian/constants&quot;).AX_NAME_PATTERN,L=0;function S(t){var e=t._fullLayout;e._redrawFromAutoMarginCount?e._redrawFromAutoMarginCount--:t.emit(&quot;plotly_afterplot&quot;)}function C(t,e){try{t._fullLayout._paper.style(&quot;background&quot;,e)}catch(t){o.error(t)}}function O(t,e){C(t,v.combine(e,&quot;white&quot;))}function R(t,e){if(!t._context){t._context=o.extendDeep({},w);var r=n.select(&quot;base&quot;);t._context._baseUrl=r.size()&amp;&amp;r.attr(&quot;href&quot;)?window.location.href.split(&quot;#&quot;)[0]:&quot;&quot;}var i,s,l,u=t._context;if(e){for(s=Object.keys(e),i=0;i&lt;s.length;i++)&quot;editable&quot;!==(l=s[i])&amp;&amp;&quot;edits&quot;!==l&amp;&amp;l in u&amp;&amp;(&quot;setBackground&quot;===l&amp;&amp;&quot;opaque&quot;===e[l]?u[l]=O:u[l]=e[l]);e.plot3dPixelRatio&amp;&amp;!u.plotGlPixelRatio&amp;&amp;(u.plotGlPixelRatio=u.plot3dPixelRatio);var c=e.editable;if(void 0!==c)for(u.editable=c,s=Object.keys(u.edits),i=0;i&lt;s.length;i++)u.edits[s[i]]=c;if(e.edits)for(s=Object.keys(e.edits),i=0;i&lt;s.length;i++)(l=s[i])in u.edits&amp;&amp;(u.edits[l]=e.edits[l]);u._exportedPlot=e._exportedPlot}u.staticPlot&amp;&amp;(u.editable=!1,u.edits={},u.autosizable=!1,u.scrollZoom=!1,u.doubleClick=!1,u.showTips=!1,u.showLink=!1,u.displayModeBar=!1),&quot;hover&quot;!==u.displayModeBar||a||(u.displayModeBar=!0),&quot;transparent&quot;!==u.setBackground&amp;&amp;&quot;function&quot;==typeof u.setBackground||(u.setBackground=C),u._hasZeroHeight=u._hasZeroHeight||0===t.clientHeight,u._hasZeroWidth=u._hasZeroWidth||0===t.clientWidth;var f=u.scrollZoom,h=u._scrollZoom={};if(!0===f)h.cartesian=1,h.gl3d=1,h.geo=1,h.mapbox=1;else if(&quot;string&quot;==typeof f){var d=f.split(&quot;+&quot;);for(i=0;i&lt;d.length;i++)h[d[i]]=1}else!1!==f&amp;&amp;(h.gl3d=1,h.geo=1,h.mapbox=1)}function P(t,e){var r,n,i=e+1,a=[];for(r=0;r&lt;t.length;r++)(n=t[r])&lt;0?a.push(i+n):a.push(n);return a}function z(t,e,r){var n,i;for(n=0;n&lt;e.length;n++){if((i=e[n])!==parseInt(i,10))throw new Error(&quot;all values in &quot;+r+&quot; must be integers&quot;);if(i&gt;=t.data.length||i&lt;-t.data.length)throw new Error(r+&quot; must be valid indices for gd.data.&quot;);if(e.indexOf(i,n+1)&gt;-1||i&gt;=0&amp;&amp;e.indexOf(-t.data.length+i)&gt;-1||i&lt;0&amp;&amp;e.indexOf(t.data.length+i)&gt;-1)throw new Error(&quot;each index in &quot;+r+&quot; must be unique.&quot;)}}function I(t,e,r){if(!Array.isArray(t.data))throw new Error(&quot;gd.data must be an array.&quot;);if(&quot;undefined&quot;==typeof e)throw new Error(&quot;currentIndices is a required argument.&quot;);if(Array.isArray(e)||(e=[e]),z(t,e,&quot;currentIndices&quot;),&quot;undefined&quot;==typeof r||Array.isArray(r)||(r=[r]),&quot;undefined&quot;!=typeof r&amp;&amp;z(t,r,&quot;newIndices&quot;),&quot;undefined&quot;!=typeof r&amp;&amp;e.length!==r.length)throw new Error(&quot;current and new indices must be of equal length.&quot;)}function N(t,e,r,n,a){!function(t,e,r,n){var i=o.isPlainObject(n);if(!Array.isArray(t.data))throw new Error(&quot;gd.data must be an array&quot;);if(!o.isPlainObject(e))throw new Error(&quot;update must be a key:value object&quot;);if(&quot;undefined&quot;==typeof r)throw new Error(&quot;indices must be an integer or array of integers&quot;);for(var a in z(t,r,&quot;indices&quot;),e){if(!Array.isArray(e[a])||e[a].length!==r.length)throw new Error(&quot;attribute &quot;+a+&quot; must be an array of length equal to indices array length&quot;);if(i&amp;&amp;(!(a in n)||!Array.isArray(n[a])||n[a].length!==e[a].length))throw new Error(&quot;when maxPoints is set as a key:value object it must contain a 1:1 corrispondence with the keys and number of traces in the update object&quot;)}}(t,e,r,n);for(var l=function(t,e,r,n){var a,l,u,c,f,h=o.isPlainObject(n),d=[];for(var p in Array.isArray(r)||(r=[r]),r=P(r,t.data.length-1),e)for(var g=0;g&lt;r.length;g++){if(a=t.data[r[g]],l=(u=s(a,p)).get(),c=e[p][g],!o.isArrayOrTypedArray(c))throw new Error(&quot;attribute: &quot;+p+&quot; index: &quot;+g+&quot; must be an array&quot;);if(!o.isArrayOrTypedArray(l))throw new Error(&quot;cannot extend missing or non-array attribute: &quot;+p);if(l.constructor!==c.constructor)throw new Error(&quot;cannot extend array with an array of a different type: &quot;+p);f=h?n[p][g]:n,i(f)||(f=-1),d.push({prop:u,target:l,insert:c,maxp:Math.floor(f)})}return d}(t,e,r,n),u={},c={},f=0;f&lt;l.length;f++){var h=l[f].prop,d=l[f].maxp,p=a(l[f].target,l[f].insert,d);h.set(p[0]),Array.isArray(u[h.astr])||(u[h.astr]=[]),u[h.astr].push(p[1]),Array.isArray(c[h.astr])||(c[h.astr]=[]),c[h.astr].push(l[f].target.length)}return{update:u,maxPoints:c}}function D(t,e){var r=new t.constructor(t.length+e.length);return r.set(t),r.set(e,t.length),r}function F(t,e,n,i){t=o.getGraphDiv(t),M.clearPromiseQueue(t);var a={};if(&quot;string&quot;==typeof e)a[e]=n;else{if(!o.isPlainObject(e))return o.warn(&quot;Restyle fail.&quot;,e,n,i),Promise.reject();a=o.extendFlat({},e),void 0===i&amp;&amp;(i=n)}Object.keys(a).length&amp;&amp;(t.changed=!0);var s=M.coerceTraceIndices(t,i),l=V(t,a,s),c=l.flags;c.calc&amp;&amp;(t.calcdata=void 0),c.clearAxisTypes&amp;&amp;M.clearAxisTypes(t,s,{});var f=[];c.fullReplot?f.push(r.plot):(f.push(h.previousPromises),h.supplyDefaults(t),c.markerSize&amp;&amp;(h.doCalcdata(t),X(f)),c.style&amp;&amp;f.push(T.doTraceStyle),c.colorbars&amp;&amp;f.push(T.doColorBars),f.push(S)),f.push(h.rehover),u.add(t,F,[t,l.undoit,l.traces],F,[t,l.redoit,l.traces]);var d=o.syncOrAsync(f,t);return d&amp;&amp;d.then||(d=Promise.resolve()),d.then(function(){return t.emit(&quot;plotly_restyle&quot;,l.eventData),t})}function j(t){return void 0===t?null:t}function B(t,e){return e?function(e,r,n){var i=s(e,r),a=i.set;return i.set=function(e){U((n||&quot;&quot;)+r,i.get(),e,t),a(e)},i}:s}function U(t,e,r,n){if(Array.isArray(e)||Array.isArray(r))for(var i=Array.isArray(e)?e:[],a=Array.isArray(r)?r:[],s=Math.max(i.length,a.length),l=0;l&lt;s;l++)U(t+&quot;[&quot;+l+&quot;]&quot;,i[l],a[l],n);else if(o.isPlainObject(e)||o.isPlainObject(r)){var u=o.isPlainObject(e)?e:{},c=o.isPlainObject(r)?r:{},f=o.extendFlat({},u,c);for(var h in f)U(t+&quot;.&quot;+h,u[h],c[h],n)}else void 0===n[t]&amp;&amp;(n[t]=j(e))}function V(t,e,r){var n,i=t._fullLayout,a=t._fullData,l=t.data,u=i._guiEditing,d=B(i._preGUI,u),g=o.extendDeepAll({},e);H(e);var v,m=k.traceFlags(),y={},b={};function x(){return r.map(function(){})}function _(t){var e=p.id2name(t);-1===v.indexOf(e)&amp;&amp;v.push(e)}function w(t){return&quot;LAYOUT&quot;+t+&quot;.autorange&quot;}function A(t){return&quot;LAYOUT&quot;+t+&quot;.range&quot;}function T(t){for(var e=t;e&lt;a.length;e++)if(a[e]._input===l[t])return a[e]}function E(n,a,o){if(Array.isArray(n))n.forEach(function(t){E(t,a,o)});else if(!(n in e||M.hasParent(e,n))){var s;if(&quot;LAYOUT&quot;===n.substr(0,6))s=d(t.layout,n.replace(&quot;LAYOUT&quot;,&quot;&quot;));else{var c=r[o];s=B(i._tracePreGUI[T(c)._fullInput.uid],u)(l[c],n)}n in b||(b[n]=x()),void 0===b[n][o]&amp;&amp;(b[n][o]=j(s.get())),void 0!==a&amp;&amp;s.set(a)}}function L(t){return function(e){return a[e][t]}}function S(t){return function(e,n){return!1===e?a[r[n]][t]:null}}for(var C in e){if(M.hasParent(e,C))throw new Error(&quot;cannot set &quot;+C+&quot; and a parent attribute simultaneously&quot;);var O,R,P,z,I,N,D=e[C];if(&quot;autobinx&quot;!==C&amp;&amp;&quot;autobiny&quot;!==C||(C=C.charAt(C.length-1)+&quot;bins&quot;,D=Array.isArray(D)?D.map(S(C)):!1===D?r.map(L(C)):null),y[C]=D,&quot;LAYOUT&quot;!==C.substr(0,6)){for(b[C]=x(),n=0;n&lt;r.length;n++){if(O=l[r[n]],R=T(r[n]),z=(P=B(i._tracePreGUI[R._fullInput.uid],u)(O,C)).get(),void 0!==(I=Array.isArray(D)?D[n%D.length]:D)){var F=P.parts[P.parts.length-1],U=C.substr(0,C.length-F.length-1),V=U?U+&quot;.&quot;:&quot;&quot;,q=U?s(R,U).get():R;if((N=f.getTraceValObject(R,P.parts))&amp;&amp;N.impliedEdits&amp;&amp;null!==I)for(var G in N.impliedEdits)E(o.relativeAttr(C,G),N.impliedEdits[G],n);else if(&quot;thicknessmode&quot;!==F&amp;&amp;&quot;lenmode&quot;!==F||z===I||&quot;fraction&quot;!==I&amp;&amp;&quot;pixels&quot;!==I||!q){if(&quot;type&quot;===C&amp;&amp;&quot;pie&quot;===I!=(&quot;pie&quot;===z)){var X=&quot;x&quot;,W=&quot;y&quot;;&quot;bar&quot;!==I&amp;&amp;&quot;bar&quot;!==z||&quot;h&quot;!==O.orientation||(X=&quot;y&quot;,W=&quot;x&quot;),o.swapAttrs(O,[&quot;?&quot;,&quot;?src&quot;],&quot;labels&quot;,X),o.swapAttrs(O,[&quot;d?&quot;,&quot;?0&quot;],&quot;label&quot;,X),o.swapAttrs(O,[&quot;?&quot;,&quot;?src&quot;],&quot;values&quot;,W),&quot;pie&quot;===z?(s(O,&quot;marker.color&quot;).set(s(O,&quot;marker.colors&quot;).get()),i._pielayer.selectAll(&quot;g.trace&quot;).remove()):c.traceIs(O,&quot;cartesian&quot;)&amp;&amp;s(O,&quot;marker.colors&quot;).set(s(O,&quot;marker.color&quot;).get())}}else{var Y=i._size,Z=q.orient,Q=&quot;top&quot;===Z||&quot;bottom&quot;===Z;if(&quot;thicknessmode&quot;===F){var $=Q?Y.h:Y.w;E(V+&quot;thickness&quot;,q.thickness*(&quot;fraction&quot;===I?1/$:$),n)}else{var J=Q?Y.w:Y.h;E(V+&quot;len&quot;,q.len*(&quot;fraction&quot;===I?1/J:J),n)}}b[C][n]=j(z);if(-1!==[&quot;swapxy&quot;,&quot;swapxyaxes&quot;,&quot;orientation&quot;,&quot;orientationaxes&quot;].indexOf(C)){if(&quot;orientation&quot;===C){P.set(I);var K=O.x&amp;&amp;!O.y?&quot;h&quot;:&quot;v&quot;;if((P.get()||K)===R.orientation)continue}else&quot;orientationaxes&quot;===C&amp;&amp;(O.orientation={v:&quot;h&quot;,h:&quot;v&quot;}[R.orientation]);M.swapXYData(O),m.calc=m.clearAxisTypes=!0}else-1!==h.dataArrayContainers.indexOf(P.parts[0])?(M.manageArrayContainers(P,I,b),m.calc=!0):(N?N.arrayOk&amp;&amp;!c.traceIs(R,&quot;regl&quot;)&amp;&amp;(o.isArrayOrTypedArray(I)||o.isArrayOrTypedArray(z))?m.calc=!0:k.update(m,N):m.calc=!0,P.set(I))}}if(-1!==[&quot;swapxyaxes&quot;,&quot;orientationaxes&quot;].indexOf(C)&amp;&amp;p.swap(t,r),&quot;orientationaxes&quot;===C){var tt=s(t.layout,&quot;hovermode&quot;);&quot;x&quot;===tt.get()?tt.set(&quot;y&quot;):&quot;y&quot;===tt.get()&amp;&amp;tt.set(&quot;x&quot;)}if(-1!==[&quot;orientation&quot;,&quot;type&quot;].indexOf(C)){for(v=[],n=0;n&lt;r.length;n++){var et=l[r[n]];c.traceIs(et,&quot;cartesian&quot;)&amp;&amp;(_(et.xaxis||&quot;x&quot;),_(et.yaxis||&quot;y&quot;))}E(v.map(w),!0,0),E(v.map(A),[0,1],0)}}else P=d(t.layout,C.replace(&quot;LAYOUT&quot;,&quot;&quot;)),b[C]=[j(P.get())],P.set(Array.isArray(D)?D[0]:D),m.calc=!0}return(m.calc||m.plot)&amp;&amp;(m.fullReplot=!0),{flags:m,undoit:b,redoit:y,traces:r,eventData:o.extendDeepNoArrays([],[g,r])}}function H(t){var e,r,n,i=o.counterRegex(&quot;axis&quot;,&quot;.title&quot;,!1,!1),a=/colorbar\\.title$/,s=Object.keys(t);for(e=0;e&lt;s.length;e++)r=s[e],n=t[r],&quot;title&quot;!==r&amp;&amp;!i.test(r)&amp;&amp;!a.test(r)||&quot;string&quot;!=typeof n&amp;&amp;&quot;number&quot;!=typeof n?r.indexOf(&quot;titlefont&quot;)&gt;-1?l(r,r.replace(&quot;titlefont&quot;,&quot;title.font&quot;)):r.indexOf(&quot;titleposition&quot;)&gt;-1?l(r,r.replace(&quot;titleposition&quot;,&quot;title.position&quot;)):r.indexOf(&quot;titleside&quot;)&gt;-1?l(r,r.replace(&quot;titleside&quot;,&quot;title.side&quot;)):r.indexOf(&quot;titleoffset&quot;)&gt;-1&amp;&amp;l(r,r.replace(&quot;titleoffset&quot;,&quot;title.offset&quot;)):l(r,r.replace(&quot;title&quot;,&quot;title.text&quot;));function l(e,r){t[r]=t[e],delete t[e]}}function q(t,e,r){if(t=o.getGraphDiv(t),M.clearPromiseQueue(t),t.framework&amp;&amp;t.framework.isPolar)return Promise.resolve(t);var n={};if(&quot;string&quot;==typeof e)n[e]=r;else{if(!o.isPlainObject(e))return o.warn(&quot;Relayout fail.&quot;,e,r),Promise.reject();n=o.extendFlat({},e)}Object.keys(n).length&amp;&amp;(t.changed=!0);var i=Q(t,n),a=i.flags;a.calc&amp;&amp;(t.calcdata=void 0);var s=[h.previousPromises];a.layoutReplot?s.push(T.layoutReplot):Object.keys(n).length&amp;&amp;(G(t,a,i)||h.supplyDefaults(t),a.legend&amp;&amp;s.push(T.doLegend),a.layoutstyle&amp;&amp;s.push(T.layoutStyles),a.axrange&amp;&amp;X(s,i.rangesAltered),a.ticks&amp;&amp;s.push(T.doTicksRelayout),a.modebar&amp;&amp;s.push(T.doModeBar),a.camera&amp;&amp;s.push(T.doCamera),s.push(S)),s.push(h.rehover),u.add(t,q,[t,i.undoit],q,[t,i.redoit]);var l=o.syncOrAsync(s,t);return l&amp;&amp;l.then||(l=Promise.resolve(t)),l.then(function(){return t.emit(&quot;plotly_relayout&quot;,i.eventData),t})}function G(t,e,r){var n=t._fullLayout;if(!e.axrange)return!1;for(var i in e)if(&quot;axrange&quot;!==i&amp;&amp;e[i])return!1;for(var a in r.rangesAltered){var o=p.id2name(a),s=t.layout[o],l=n[o];if(l.autorange=s.autorange,l.range=s.range.slice(),l.cleanRange(),l._matchGroup)for(var u in l._matchGroup)if(u!==a){var c=n[p.id2name(u)];c.autorange=l.autorange,c.range=l.range.slice(),c._input.range=l.range.slice()}}return!0}function X(t,e){var r=e?function(t){var r=[],n=!0;for(var i in e){var a=p.getFromId(t,i);if(r.push(i),a._matchGroup)for(var o in a._matchGroup)e[o]||r.push(o);a.automargin&amp;&amp;(n=!1)}return p.draw(t,r,{skipTitle:n})}:function(t){return p.draw(t,&quot;redraw&quot;)};t.push(function(t){var e=t._fullLayout._zoomlayer;e&amp;&amp;_(e)},T.doAutoRangeAndConstraints,r,T.drawData,T.finalDraw)}r.plot=function(t,e,i,a){var s;if(t=o.getGraphDiv(t),l.init(t),o.isPlainObject(e)){var u=e;e=u.data,i=u.layout,a=u.config,s=u.frames}if(!1===l.triggerHandler(t,&quot;plotly_beforeplot&quot;,[e,i,a]))return Promise.reject();e||i||o.isPlotDiv(t)||o.warn(&quot;Calling Plotly.plot as if redrawing but this container doesn&#x27;t yet have a plot.&quot;,t),R(t,a),i||(i={}),n.select(t).classed(&quot;js-plotly-plot&quot;,!0),g.makeTester(),Array.isArray(t._promises)||(t._promises=[]);var f=0===(t.data||[]).length&amp;&amp;Array.isArray(e);if(Array.isArray(e)&amp;&amp;(M.cleanData(e),f?t.data=e:t.data.push.apply(t.data,e),t.empty=!1),t.layout&amp;&amp;!f||(t.layout=M.cleanLayout(i)),t._dragging&amp;&amp;!t._transitioning)return t._replotPending=!0,Promise.reject();t._replotPending=!1,h.supplyDefaults(t);var v=t._fullLayout,b=v._has(&quot;cartesian&quot;);if(!v._has(&quot;polar&quot;)&amp;&amp;e&amp;&amp;e[0]&amp;&amp;e[0].r)return o.log(&quot;Legacy polar charts are deprecated!&quot;),function(t,e,r){var i=n.select(t).selectAll(&quot;.plot-container&quot;).data([0]);i.enter().insert(&quot;div&quot;,&quot;:first-child&quot;).classed(&quot;plot-container plotly&quot;,!0);var a=i.selectAll(&quot;.svg-container&quot;).data([0]);a.enter().append(&quot;div&quot;).classed(&quot;svg-container&quot;,!0).style(&quot;position&quot;,&quot;relative&quot;),a.html(&quot;&quot;),e&amp;&amp;(t.data=e);r&amp;&amp;(t.layout=r);d.manager.fillLayout(t),a.style({width:t._fullLayout.width+&quot;px&quot;,height:t._fullLayout.height+&quot;px&quot;}),t.framework=d.manager.framework(t),t.framework({data:t.data,layout:t.layout},a.node()),t.framework.setUndoPoint();var s=t.framework.svg(),l=1,u=t._fullLayout.title?t._fullLayout.title.text:&quot;&quot;;&quot;&quot;!==u&amp;&amp;u||(l=0);var c=function(){this.call(x.convertToTspans,t)},f=s.select(&quot;.title-group text&quot;).call(c);if(t._context.edits.titleText){var p=o._(t,&quot;Click to enter Plot title&quot;);u&amp;&amp;u!==p||(l=.2,f.attr({&quot;data-unformatted&quot;:p}).text(p).style({opacity:l}).on(&quot;mouseover.opacity&quot;,function(){n.select(this).transition().duration(100).style(&quot;opacity&quot;,1)}).on(&quot;mouseout.opacity&quot;,function(){n.select(this).transition().duration(1e3).style(&quot;opacity&quot;,0)}));var g=function(){this.call(x.makeEditable,{gd:t}).on(&quot;edit&quot;,function(e){t.framework({layout:{title:{text:e}}}),this.text(e).call(c),this.call(g)}).on(&quot;cancel&quot;,function(){var t=this.attr(&quot;data-unformatted&quot;);this.text(t).call(c)})};f.call(g)}return t._context.setBackground(t,t._fullLayout.paper_bgcolor),h.addLinks(t),Promise.resolve()}(t,e,i);v._replotting=!0,f&amp;&amp;lt(t),t.framework!==lt&amp;&amp;(t.framework=lt,lt(t)),g.initGradients(t),f&amp;&amp;p.saveShowSpikeInitial(t);var _=!t.calcdata||t.calcdata.length!==(t._fullData||[]).length;_&amp;&amp;h.doCalcdata(t);for(var w=0;w&lt;t.calcdata.length;w++)t.calcdata[w][0].trace=t._fullData[w];t._context.responsive?t._responsiveChartHandler||(t._responsiveChartHandler=function(){h.resize(t)},window.addEventListener(&quot;resize&quot;,t._responsiveChartHandler)):o.clearResponsive(t);var A=JSON.stringify(v._size),k=0;function E(){var e,r,n,i=t.calcdata;for(h.clearAutoMarginIds(t),T.drawMarginPushers(t),p.allowAutoMargin(t),e=0;e&lt;i.length;e++){var a=(n=(r=i[e])[0].trace)._module.colorbar;!0===n.visible&amp;&amp;a?m(t,r,a):h.autoMargin(t,&quot;cb&quot;+n.uid)}return h.doAutoMargin(t),h.previousPromises(t)}function L(){t._transitioning||(T.doAutoRangeAndConstraints(t),f&amp;&amp;p.saveRangeInitial(t),c.getComponentMethod(&quot;rangeslider&quot;,&quot;calcAutorange&quot;)(t))}var C=[h.previousPromises,function(){if(s)return r.addFrames(t,s)},function e(){for(var r=v._basePlotModules,n=0;n&lt;r.length;n++)r[n].drawFramework&amp;&amp;r[n].drawFramework(t);if(!v._glcanvas&amp;&amp;v._has(&quot;gl&quot;)&amp;&amp;(v._glcanvas=v._glcontainer.selectAll(&quot;.gl-canvas&quot;).data([{key:&quot;contextLayer&quot;,context:!0,pick:!1},{key:&quot;focusLayer&quot;,context:!1,pick:!1},{key:&quot;pickLayer&quot;,context:!1,pick:!0}],function(t){return t.key}),v._glcanvas.enter().append(&quot;canvas&quot;).attr(&quot;class&quot;,function(t){return&quot;gl-canvas gl-canvas-&quot;+t.key.replace(&quot;Layer&quot;,&quot;&quot;)}).style({position:&quot;absolute&quot;,top:0,left:0,overflow:&quot;visible&quot;,&quot;pointer-events&quot;:&quot;none&quot;})),v._glcanvas){v._glcanvas.attr(&quot;width&quot;,v.width).attr(&quot;height&quot;,v.height);var i=v._glcanvas.data()[0].regl;if(i&amp;&amp;(Math.floor(v.width)!==i._gl.drawingBufferWidth||Math.floor(v.height)!==i._gl.drawingBufferHeight)){var a=&quot;WebGL context buffer and canvas dimensions do not match due to browser/WebGL bug.&quot;;if(!k)return o.log(a+&quot; Clearing graph and plotting again.&quot;),h.cleanPlot([],{},t._fullData,v),h.supplyDefaults(t),v=t._fullLayout,h.doCalcdata(t),k++,e();o.error(a)}}return&quot;h&quot;===v.modebar.orientation?v._modebardiv.style(&quot;height&quot;,null).style(&quot;width&quot;,&quot;100%&quot;):v._modebardiv.style(&quot;width&quot;,null).style(&quot;height&quot;,v.height+&quot;px&quot;),h.previousPromises(t)},E,function(){if(JSON.stringify(v._size)!==A)return o.syncOrAsync([E,T.layoutStyles],t)}];b&amp;&amp;C.push(function(){if(_)return o.syncOrAsync([c.getComponentMethod(&quot;shapes&quot;,&quot;calcAutorange&quot;),c.getComponentMethod(&quot;annotations&quot;,&quot;calcAutorange&quot;),L],t);L()}),C.push(T.layoutStyles),b&amp;&amp;C.push(function(){return p.draw(t,f?&quot;&quot;:&quot;redraw&quot;)}),C.push(T.drawData,T.finalDraw,y,h.addLinks,h.rehover,h.doAutoMargin,h.previousPromises);var O=o.syncOrAsync(C,t);return O&amp;&amp;O.then||(O=Promise.resolve()),O.then(function(){return S(t),t})},r.setPlotConfig=function(t){return o.extendFlat(w,t)},r.redraw=function(t){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t);return M.cleanData(t.data),M.cleanLayout(t.layout),t.calcdata=void 0,r.plot(t).then(function(){return t.emit(&quot;plotly_redraw&quot;),t})},r.newPlot=function(t,e,n,i){return t=o.getGraphDiv(t),h.cleanPlot([],{},t._fullData||[],t._fullLayout||{}),h.purge(t),r.plot(t,e,n,i)},r.extendTraces=function t(e,n,i,a){var s=N(e=o.getGraphDiv(e),n,i,a,function(t,e,r){var n,i;if(o.isTypedArray(t))if(r&lt;0){var a=new t.constructor(0),s=D(t,e);r&lt;0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r&lt;e.length){var l=e.length-r;n.set(e.subarray(l)),i.set(t),i.set(e.subarray(0,l),t.length)}else{var u=r-e.length,c=t.length-u;n.set(t.subarray(c)),n.set(e,u),i.set(t.subarray(0,c))}else n=t.concat(e),i=r&gt;=0&amp;&amp;r&lt;n.length?n.splice(0,n.length-r):[];return[n,i]}),l=r.redraw(e),c=[e,s.update,i,s.maxPoints];return u.add(e,r.prependTraces,c,t,arguments),l},r.prependTraces=function t(e,n,i,a){var s=N(e=o.getGraphDiv(e),n,i,a,function(t,e,r){var n,i;if(o.isTypedArray(t))if(r&lt;=0){var a=new t.constructor(0),s=D(e,t);r&lt;0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r&lt;e.length){var l=e.length-r;n.set(e.subarray(0,l)),i.set(e.subarray(l)),i.set(t,l)}else{var u=r-e.length;n.set(e),n.set(t.subarray(0,u),e.length),i.set(t.subarray(u))}else n=e.concat(t),i=r&gt;=0&amp;&amp;r&lt;n.length?n.splice(r,n.length):[];return[n,i]}),l=r.redraw(e),c=[e,s.update,i,s.maxPoints];return u.add(e,r.extendTraces,c,t,arguments),l},r.addTraces=function t(e,n,i){e=o.getGraphDiv(e);var a,s,l=[],c=r.deleteTraces,f=t,h=[e,l],d=[e,n];for(function(t,e,r){var n,i;if(!Array.isArray(t.data))throw new Error(&quot;gd.data must be an array.&quot;);if(&quot;undefined&quot;==typeof e)throw new Error(&quot;traces must be defined.&quot;);for(Array.isArray(e)||(e=[e]),n=0;n&lt;e.length;n++)if(&quot;object&quot;!=typeof(i=e[n])||Array.isArray(i)||null===i)throw new Error(&quot;all values in traces array must be non-array objects&quot;);if(&quot;undefined&quot;==typeof r||Array.isArray(r)||(r=[r]),&quot;undefined&quot;!=typeof r&amp;&amp;r.length!==e.length)throw new Error(&quot;if indices is specified, traces.length must equal indices.length&quot;)}(e,n,i),Array.isArray(n)||(n=[n]),n=n.map(function(t){return o.extendFlat({},t)}),M.cleanData(n),a=0;a&lt;n.length;a++)e.data.push(n[a]);for(a=0;a&lt;n.length;a++)l.push(-n.length+a);if(&quot;undefined&quot;==typeof i)return s=r.redraw(e),u.add(e,c,h,f,d),s;Array.isArray(i)||(i=[i]);try{I(e,l,i)}catch(t){throw e.data.splice(e.data.length-n.length,n.length),t}return u.startSequence(e),u.add(e,c,h,f,d),s=r.moveTraces(e,l,i),u.stopSequence(e),s},r.deleteTraces=function t(e,n){e=o.getGraphDiv(e);var i,a,s=[],l=r.addTraces,c=t,f=[e,s,n],h=[e,n];if(&quot;undefined&quot;==typeof n)throw new Error(&quot;indices must be an integer or array of integers.&quot;);for(Array.isArray(n)||(n=[n]),z(e,n,&quot;indices&quot;),(n=P(n,e.data.length-1)).sort(o.sorterDes),i=0;i&lt;n.length;i+=1)a=e.data.splice(n[i],1)[0],s.push(a);var d=r.redraw(e);return u.add(e,l,f,c,h),d},r.moveTraces=function t(e,n,i){var a,s=[],l=[],c=t,f=t,h=[e=o.getGraphDiv(e),i,n],d=[e,n,i];if(I(e,n,i),n=Array.isArray(n)?n:[n],&quot;undefined&quot;==typeof i)for(i=[],a=0;a&lt;n.length;a++)i.push(-n.length+a);for(i=Array.isArray(i)?i:[i],n=P(n,e.data.length-1),i=P(i,e.data.length-1),a=0;a&lt;e.data.length;a++)-1===n.indexOf(a)&amp;&amp;s.push(e.data[a]);for(a=0;a&lt;n.length;a++)l.push({newIndex:i[a],trace:e.data[n[a]]});for(l.sort(function(t,e){return t.newIndex-e.newIndex}),a=0;a&lt;l.length;a+=1)s.splice(l[a].newIndex,0,l[a].trace);e.data=s;var p=r.redraw(e);return u.add(e,c,h,f,d),p},r.restyle=F,r._storeDirectGUIEdit=function(t,e,r){for(var n in r){U(n,s(t,n).get(),r[n],e)}},r.relayout=q;var W=/^[xyz]axis[0-9]*\\.range(\\[[0|1]\\])?$/,Y=/^[xyz]axis[0-9]*\\.autorange$/,Z=/^[xyz]axis[0-9]*\\.domain(\\[[0|1]\\])?$/;function Q(t,e){var r,n,i,a=t.layout,l=t._fullLayout,u=l._guiEditing,h=B(l._preGUI,u),d=Object.keys(e),g=p.list(t),v=o.extendDeepAll({},e),m={};for(H(e),d=Object.keys(e),n=0;n&lt;d.length;n++)if(0===d[n].indexOf(&quot;allaxes&quot;)){for(i=0;i&lt;g.length;i++){var y=g[i]._id.substr(1),b=-1!==y.indexOf(&quot;scene&quot;)?y+&quot;.&quot;:&quot;&quot;,x=d[n].replace(&quot;allaxes&quot;,b+g[i]._name);e[x]||(e[x]=e[d[n]])}delete e[d[n]]}var _=k.layoutFlags(),w={},T={};function L(t,r){if(Array.isArray(t))t.forEach(function(t){L(t,r)});else if(!(t in e||M.hasParent(e,t))){var n=h(a,t);t in T||(T[t]=j(n.get())),void 0!==r&amp;&amp;n.set(r)}}var S,C={};function O(t){var e=p.name2id(t.split(&quot;.&quot;)[0]);return C[e]=1,e}for(var R in e){if(M.hasParent(e,R))throw new Error(&quot;cannot set &quot;+R+&quot; and a parent attribute simultaneously&quot;);for(var P=h(a,R),z=e[R],I=P.parts.length-1;I&gt;0&amp;&amp;&quot;string&quot;!=typeof P.parts[I];)I--;var N=P.parts[I],D=P.parts[I-1]+&quot;.&quot;+N,F=P.parts.slice(0,I).join(&quot;.&quot;),U=s(t.layout,F).get(),V=s(l,F).get(),q=P.get();if(void 0!==z){w[R]=z,T[R]=&quot;reverse&quot;===N?z:j(q);var G=f.getLayoutValObject(l,P.parts);if(G&amp;&amp;G.impliedEdits&amp;&amp;null!==z)for(var X in G.impliedEdits)L(o.relativeAttr(R,X),G.impliedEdits[X]);if(-1!==[&quot;width&quot;,&quot;height&quot;].indexOf(R))if(z){L(&quot;autosize&quot;,null);var Q=&quot;height&quot;===R?&quot;width&quot;:&quot;height&quot;;L(Q,l[Q])}else l[R]=t._initialAutoSize[R];else if(&quot;autosize&quot;===R)L(&quot;width&quot;,z?null:l.width),L(&quot;height&quot;,z?null:l.height);else if(D.match(W))O(D),s(l,F+&quot;._inputRange&quot;).set(null);else if(D.match(Y)){O(D),s(l,F+&quot;._inputRange&quot;).set(null);var J=s(l,F).get();J._inputDomain&amp;&amp;(J._input.domain=J._inputDomain.slice())}else D.match(Z)&amp;&amp;s(l,F+&quot;._inputDomain&quot;).set(null);if(&quot;type&quot;===N){var K=U,tt=&quot;linear&quot;===V.type&amp;&amp;&quot;log&quot;===z,et=&quot;log&quot;===V.type&amp;&amp;&quot;linear&quot;===z;if(tt||et){if(K&amp;&amp;K.range)if(V.autorange)tt&amp;&amp;(K.range=K.range[1]&gt;K.range[0]?[1,2]:[2,1]);else{var rt=K.range[0],nt=K.range[1];tt?(rt&lt;=0&amp;&amp;nt&lt;=0&amp;&amp;L(F+&quot;.autorange&quot;,!0),rt&lt;=0?rt=nt/1e6:nt&lt;=0&amp;&amp;(nt=rt/1e6),L(F+&quot;.range[0]&quot;,Math.log(rt)/Math.LN10),L(F+&quot;.range[1]&quot;,Math.log(nt)/Math.LN10)):(L(F+&quot;.range[0]&quot;,Math.pow(10,rt)),L(F+&quot;.range[1]&quot;,Math.pow(10,nt)))}else L(F+&quot;.autorange&quot;,!0);Array.isArray(l._subplots.polar)&amp;&amp;l._subplots.polar.length&amp;&amp;l[P.parts[0]]&amp;&amp;&quot;radialaxis&quot;===P.parts[1]&amp;&amp;delete l[P.parts[0]]._subplot.viewInitial[&quot;radialaxis.range&quot;],c.getComponentMethod(&quot;annotations&quot;,&quot;convertCoords&quot;)(t,V,z,L),c.getComponentMethod(&quot;images&quot;,&quot;convertCoords&quot;)(t,V,z,L)}else L(F+&quot;.autorange&quot;,!0),L(F+&quot;.range&quot;,null);s(l,F+&quot;._inputRange&quot;).set(null)}else if(N.match(E)){var it=s(l,R).get(),at=(z||{}).type;at&amp;&amp;&quot;-&quot;!==at||(at=&quot;linear&quot;),c.getComponentMethod(&quot;annotations&quot;,&quot;convertCoords&quot;)(t,it,at,L),c.getComponentMethod(&quot;images&quot;,&quot;convertCoords&quot;)(t,it,at,L)}var ot=A.containerArrayMatch(R);if(ot){r=ot.array,n=ot.index;var st=ot.property,lt=G||{editType:&quot;calc&quot;};&quot;&quot;!==n&amp;&amp;&quot;&quot;===st&amp;&amp;(A.isAddVal(z)?T[R]=null:A.isRemoveVal(z)?T[R]=(s(a,r).get()||[])[n]:o.warn(&quot;unrecognized full object value&quot;,e)),k.update(_,lt),m[r]||(m[r]={});var ut=m[r][n];ut||(ut=m[r][n]={}),ut[st]=z,delete e[R]}else&quot;reverse&quot;===N?(U.range?U.range.reverse():(L(F+&quot;.autorange&quot;,!0),U.range=[1,0]),V.autorange?_.calc=!0:_.plot=!0):(l._has(&quot;scatter-like&quot;)&amp;&amp;l._has(&quot;regl&quot;)&amp;&amp;&quot;dragmode&quot;===R&amp;&amp;(&quot;lasso&quot;===z||&quot;select&quot;===z)&amp;&amp;&quot;lasso&quot;!==q&amp;&amp;&quot;select&quot;!==q?_.plot=!0:l._has(&quot;gl2d&quot;)?_.plot=!0:G?k.update(_,G):_.calc=!0,P.set(z))}}for(r in m){A.applyContainerArrayChanges(t,h(a,r),m[r],_,h)||(_.plot=!0)}var ct=l._axisConstraintGroups||[];for(S in C)for(n=0;n&lt;ct.length;n++){var ft=ct[n];if(ft[S])for(var ht in _.calc=!0,ft)C[ht]||(p.getFromId(t,ht)._constraintShrinkable=!0)}return($(t)||e.height||e.width)&amp;&amp;(_.plot=!0),(_.plot||_.calc)&amp;&amp;(_.layoutReplot=!0),{flags:_,rangesAltered:C,undoit:T,redoit:w,eventData:v}}function $(t){var e=t._fullLayout,r=e.width,n=e.height;return t.layout.autosize&amp;&amp;h.plotAutoSize(t,t.layout,e),e.width!==r||e.height!==n}function J(t,e,n,i){if(t=o.getGraphDiv(t),M.clearPromiseQueue(t),t.framework&amp;&amp;t.framework.isPolar)return Promise.resolve(t);o.isPlainObject(e)||(e={}),o.isPlainObject(n)||(n={}),Object.keys(e).length&amp;&amp;(t.changed=!0),Object.keys(n).length&amp;&amp;(t.changed=!0);var a=M.coerceTraceIndices(t,i),s=V(t,o.extendFlat({},e),a),l=s.flags,c=Q(t,o.extendFlat({},n)),f=c.flags;(l.calc||f.calc)&amp;&amp;(t.calcdata=void 0),l.clearAxisTypes&amp;&amp;M.clearAxisTypes(t,a,n);var d=[];if(l.fullReplot&amp;&amp;f.layoutReplot){var p=t.data,g=t.layout;t.data=void 0,t.layout=void 0,d.push(function(){return r.plot(t,p,g)})}else l.fullReplot?d.push(r.plot):f.layoutReplot?d.push(T.layoutReplot):(d.push(h.previousPromises),G(t,f,c)||h.supplyDefaults(t),l.style&amp;&amp;d.push(T.doTraceStyle),l.colorbars&amp;&amp;d.push(T.doColorBars),f.legend&amp;&amp;d.push(T.doLegend),f.layoutstyle&amp;&amp;d.push(T.layoutStyles),f.axrange&amp;&amp;X(d,c.rangesAltered),f.ticks&amp;&amp;d.push(T.doTicksRelayout),f.modebar&amp;&amp;d.push(T.doModeBar),f.camera&amp;&amp;d.push(T.doCamera),d.push(S));d.push(h.rehover),u.add(t,J,[t,s.undoit,c.undoit,s.traces],J,[t,s.redoit,c.redoit,s.traces]);var v=o.syncOrAsync(d,t);return v&amp;&amp;v.then||(v=Promise.resolve(t)),v.then(function(){return t.emit(&quot;plotly_update&quot;,{data:s.eventData,layout:c.eventData}),t})}function K(t){return function(e){e._fullLayout._guiEditing=!0;var r=t.apply(null,arguments);return e._fullLayout._guiEditing=!1,r}}r.update=J,r._guiRestyle=K(F),r._guiRelayout=K(q),r._guiUpdate=K(J);var tt=[{pattern:/^hiddenlabels/,attr:&quot;legend.uirevision&quot;},{pattern:/^((x|y)axis\\d*)\\.((auto)?range|title\\.text)/},{pattern:/axis\\d*\\.showspikes$/,attr:&quot;modebar.uirevision&quot;},{pattern:/(hover|drag)mode$/,attr:&quot;modebar.uirevision&quot;},{pattern:/^(scene\\d*)\\.camera/},{pattern:/^(geo\\d*)\\.(projection|center)/},{pattern:/^(ternary\\d*\\.[abc]axis)\\.(min|title\\.text)$/},{pattern:/^(polar\\d*\\.radialaxis)\\.((auto)?range|angle|title\\.text)/},{pattern:/^(polar\\d*\\.angularaxis)\\.rotation/},{pattern:/^(mapbox\\d*)\\.(center|zoom|bearing|pitch)/},{pattern:/^legend\\.(x|y)$/,attr:&quot;editrevision&quot;},{pattern:/^(shapes|annotations)/,attr:&quot;editrevision&quot;},{pattern:/^title\\.text$/,attr:&quot;editrevision&quot;}],et=[{pattern:/^selectedpoints$/,attr:&quot;selectionrevision&quot;},{pattern:/(^|value\\.)visible$/,attr:&quot;legend.uirevision&quot;},{pattern:/^dimensions\\[\\d+\\]\\.constraintrange/},{pattern:/^node\\.(x|y)/},{pattern:/^level$/},{pattern:/(^|value\\.)name$/},{pattern:/colorbar\\.title\\.text$/},{pattern:/colorbar\\.(x|y)$/,attr:&quot;editrevision&quot;}];function rt(t,e){for(var r=0;r&lt;e.length;r++){var n=e[r],i=t.match(n.pattern);if(i)return{head:i[1],attr:n.attr}}}function nt(t,e){var r=s(e,t).get();if(void 0!==r)return r;var n=t.split(&quot;.&quot;);for(n.pop();n.length&gt;1;)if(n.pop(),void 0!==(r=s(e,n.join(&quot;.&quot;)+&quot;.uirevision&quot;).get()))return r;return e.uirevision}function it(t,e){for(var r=0;r&lt;e.length;r++)if(e[r]._fullInput.uid===t)return r;return-1}function at(t,e,r){for(var n=0;n&lt;e.length;n++)if(e[n].uid===t)return n;return!e[r]||e[r].uid?-1:r}function ot(t,e){var r=o.isPlainObject(t),n=Array.isArray(t);return r||n?(r&amp;&amp;o.isPlainObject(e)||n&amp;&amp;Array.isArray(e))&amp;&amp;JSON.stringify(t)===JSON.stringify(e):t===e}function st(t,e,r,n){var i,a,l,u=n.getValObject,c=n.flags,f=n.immutable,h=n.inArray,d=n.arrayIndex;function p(){var t=i.editType;h&amp;&amp;-1!==t.indexOf(&quot;arraydraw&quot;)?o.pushUnique(c.arrays[h],d):(k.update(c,i),&quot;none&quot;!==t&amp;&amp;c.nChanges++,n.transition&amp;&amp;i.anim&amp;&amp;c.nChangesAnim++,(W.test(l)||Y.test(l))&amp;&amp;(c.rangesAltered[r[0]]=1),Z.test(l)&amp;&amp;s(e,&quot;_inputDomain&quot;).set(null),&quot;datarevision&quot;===a&amp;&amp;(c.newDataRevision=1))}function g(t){return&quot;data_array&quot;===t.valType||t.arrayOk}for(a in t){if(c.calc&amp;&amp;!n.transition)return;var v=t[a],m=e[a],y=r.concat(a);if(l=y.join(&quot;.&quot;),&quot;_&quot;!==a.charAt(0)&amp;&amp;&quot;function&quot;!=typeof v&amp;&amp;v!==m){if((&quot;tick0&quot;===a||&quot;dtick&quot;===a)&amp;&amp;&quot;geo&quot;!==r[0]){var b=e.tickmode;if(&quot;auto&quot;===b||&quot;array&quot;===b||!b)continue}if((&quot;range&quot;!==a||!e.autorange)&amp;&amp;(&quot;zmin&quot;!==a&amp;&amp;&quot;zmax&quot;!==a||&quot;contourcarpet&quot;!==e.type)&amp;&amp;(i=u(y))&amp;&amp;(!i._compareAsJSON||JSON.stringify(v)!==JSON.stringify(m))){var x,_=i.valType,w=g(i),A=Array.isArray(v),M=Array.isArray(m);if(A&amp;&amp;M){var T=&quot;_input_&quot;+a,E=t[T],L=e[T];if(Array.isArray(E)&amp;&amp;E===L)continue}if(void 0===m)w&amp;&amp;A?c.calc=!0:p();else if(i._isLinkedToArray){var S=[],C=!1;h||(c.arrays[a]=S);var O=Math.min(v.length,m.length),R=Math.max(v.length,m.length);if(O!==R){if(&quot;arraydraw&quot;!==i.editType){p();continue}C=!0}for(x=0;x&lt;O;x++)st(v[x],m[x],y.concat(x),o.extendFlat({inArray:a,arrayIndex:x},n));if(C)for(x=O;x&lt;R;x++)S.push(x)}else!_&amp;&amp;o.isPlainObject(v)?st(v,m,y,n):w?A&amp;&amp;M?(f&amp;&amp;(c.calc=!0),(f||n.newDataRevision)&amp;&amp;p()):A!==M?c.calc=!0:p():A&amp;&amp;M&amp;&amp;v.length===m.length&amp;&amp;String(v)===String(m)||p()}}}for(a in e)if(!(a in t||&quot;_&quot;===a.charAt(0)||&quot;function&quot;==typeof e[a])){if(g(i=u(r.concat(a)))&amp;&amp;Array.isArray(e[a]))return void(c.calc=!0);p()}}function lt(t){var e=n.select(t),r=t._fullLayout;if(r._container=e.selectAll(&quot;.plot-container&quot;).data([0]),r._container.enter().insert(&quot;div&quot;,&quot;:first-child&quot;).classed(&quot;plot-container&quot;,!0).classed(&quot;plotly&quot;,!0),r._paperdiv=r._container.selectAll(&quot;.svg-container&quot;).data([0]),r._paperdiv.enter().append(&quot;div&quot;).classed(&quot;svg-container&quot;,!0).style(&quot;position&quot;,&quot;relative&quot;),r._glcontainer=r._paperdiv.selectAll(&quot;.gl-container&quot;).data([{}]),r._glcontainer.enter().append(&quot;div&quot;).classed(&quot;gl-container&quot;,!0),r._paperdiv.selectAll(&quot;.main-svg&quot;).remove(),r._paperdiv.select(&quot;.modebar-container&quot;).remove(),r._paper=r._paperdiv.insert(&quot;svg&quot;,&quot;:first-child&quot;).classed(&quot;main-svg&quot;,!0),r._toppaper=r._paperdiv.append(&quot;svg&quot;).classed(&quot;main-svg&quot;,!0),r._modebardiv=r._paperdiv.append(&quot;div&quot;),r._hoverpaper=r._paperdiv.append(&quot;svg&quot;).classed(&quot;main-svg&quot;,!0),!r._uid){var i={};n.selectAll(&quot;defs&quot;).each(function(){this.id&amp;&amp;(i[this.id.split(&quot;-&quot;)[1]]=1)}),r._uid=o.randstr(i)}r._paperdiv.selectAll(&quot;.main-svg&quot;).attr(b.svgAttrs),r._defs=r._paper.append(&quot;defs&quot;).attr(&quot;id&quot;,&quot;defs-&quot;+r._uid),r._clips=r._defs.append(&quot;g&quot;).classed(&quot;clips&quot;,!0),r._topdefs=r._toppaper.append(&quot;defs&quot;).attr(&quot;id&quot;,&quot;topdefs-&quot;+r._uid),r._topclips=r._topdefs.append(&quot;g&quot;).classed(&quot;clips&quot;,!0),r._bgLayer=r._paper.append(&quot;g&quot;).classed(&quot;bglayer&quot;,!0),r._draggers=r._paper.append(&quot;g&quot;).classed(&quot;draglayer&quot;,!0);var a=r._paper.append(&quot;g&quot;).classed(&quot;layer-below&quot;,!0);r._imageLowerLayer=a.append(&quot;g&quot;).classed(&quot;imagelayer&quot;,!0),r._shapeLowerLayer=a.append(&quot;g&quot;).classed(&quot;shapelayer&quot;,!0),r._cartesianlayer=r._paper.append(&quot;g&quot;).classed(&quot;cartesianlayer&quot;,!0),r._polarlayer=r._paper.append(&quot;g&quot;).classed(&quot;polarlayer&quot;,!0),r._ternarylayer=r._paper.append(&quot;g&quot;).classed(&quot;ternarylayer&quot;,!0),r._geolayer=r._paper.append(&quot;g&quot;).classed(&quot;geolayer&quot;,!0),r._pielayer=r._paper.append(&quot;g&quot;).classed(&quot;pielayer&quot;,!0),r._sunburstlayer=r._paper.append(&quot;g&quot;).classed(&quot;sunburstlayer&quot;,!0),r._glimages=r._paper.append(&quot;g&quot;).classed(&quot;glimages&quot;,!0);var s=r._toppaper.append(&quot;g&quot;).classed(&quot;layer-above&quot;,!0);r._imageUpperLayer=s.append(&quot;g&quot;).classed(&quot;imagelayer&quot;,!0),r._shapeUpperLayer=s.append(&quot;g&quot;).classed(&quot;shapelayer&quot;,!0),r._infolayer=r._toppaper.append(&quot;g&quot;).classed(&quot;infolayer&quot;,!0),r._menulayer=r._toppaper.append(&quot;g&quot;).classed(&quot;menulayer&quot;,!0),r._zoomlayer=r._toppaper.append(&quot;g&quot;).classed(&quot;zoomlayer&quot;,!0),r._hoverlayer=r._hoverpaper.append(&quot;g&quot;).classed(&quot;hoverlayer&quot;,!0),r._modebardiv.classed(&quot;modebar-container&quot;,!0).style(&quot;position&quot;,&quot;absolute&quot;).style(&quot;top&quot;,&quot;0px&quot;).style(&quot;right&quot;,&quot;0px&quot;),t.emit(&quot;plotly_framework&quot;)}r.react=function(t,e,n,i){var a,l;var u=(t=o.getGraphDiv(t))._fullData,d=t._fullLayout;if(o.isPlotDiv(t)&amp;&amp;u&amp;&amp;d){if(o.isPlainObject(e)){var p=e;e=p.data,n=p.layout,i=p.config,a=p.frames}var g=!1;if(i){var v=o.extendDeep({},t._context);t._context=void 0,R(t,i),g=function t(e,r){var n;for(n in e)if(&quot;_&quot;!==n.charAt(0)){var i=e[n],a=r[n];if(i!==a)if(o.isPlainObject(i)&amp;&amp;o.isPlainObject(a)){if(t(i,a))return!0}else{if(!Array.isArray(i)||!Array.isArray(a))return!0;if(i.length!==a.length)return!0;for(var s=0;s&lt;i.length;s++)if(i[s]!==a[s]){if(!o.isPlainObject(i[s])||!o.isPlainObject(a[s]))return!0;if(t(i[s],a[s]))return!0}}}}(v,t._context)}t.data=e||[],M.cleanData(t.data),t.layout=n||{},M.cleanLayout(t.layout),function(t,e,r,n){var i,a,l,u,c,f,h,d,p=n._preGUI,g=[],v={};for(i in p){if(c=rt(i,tt)){if(a=c.attr||c.head+&quot;.uirevision&quot;,(u=(l=s(n,a).get())&amp;&amp;nt(a,e))&amp;&amp;u===l&amp;&amp;(null===(f=p[i])&amp;&amp;(f=void 0),ot(d=(h=s(e,i)).get(),f))){void 0===d&amp;&amp;&quot;autorange&quot;===i.substr(i.length-9)&amp;&amp;g.push(i.substr(0,i.length-10)),h.set(j(s(n,i).get()));continue}}else o.warn(&quot;unrecognized GUI edit: &quot;+i);delete p[i],&quot;range[&quot;===i.substr(i.length-8,6)&amp;&amp;(v[i.substr(0,i.length-9)]=1)}for(var m=0;m&lt;g.length;m++){var y=g[m];if(v[y]){var b=s(e,y).get();b&amp;&amp;delete b.autorange}}var x=n._tracePreGUI;for(var _ in x){var w,A=x[_],M=null;for(i in A){if(!M){var T=it(_,r);if(T&lt;0){delete x[_];break}var k=at(_,t,(w=r[T]._fullInput).index);if(k&lt;0){delete x[_];break}M=t[k]}if(c=rt(i,et)){if(c.attr?u=(l=s(n,c.attr).get())&amp;&amp;nt(c.attr,e):(l=w.uirevision,void 0===(u=M.uirevision)&amp;&amp;(u=e.uirevision)),u&amp;&amp;u===l&amp;&amp;(null===(f=A[i])&amp;&amp;(f=void 0),ot(d=(h=s(M,i)).get(),f))){h.set(j(s(w,i).get()));continue}}else o.warn(&quot;unrecognized GUI edit: &quot;+i+&quot; in trace uid &quot;+_);delete A[i]}}}(t.data,t.layout,u,d),h.supplyDefaults(t,{skipUpdateCalc:!0});var m=t._fullData,y=t._fullLayout,b=void 0===y.datarevision,x=y.transition,_=function(t,e,r,n,i){var a=k.layoutFlags();a.arrays={},a.rangesAltered={},a.nChanges=0,a.nChangesAnim=0,st(e,r,[],{getValObject:function(t){return f.getLayoutValObject(r,t)},flags:a,immutable:n,transition:i,gd:t}),(a.plot||a.calc)&amp;&amp;(a.layoutReplot=!0);i&amp;&amp;a.nChanges&amp;&amp;a.nChangesAnim&amp;&amp;(a.anim=a.nChanges===a.nChangesAnim?&quot;all&quot;:&quot;some&quot;);return a}(t,d,y,b,x),w=_.newDataRevision,A=function(t,e,r,n,i,a){var o=e.length===r.length;if(!i&amp;&amp;!o)return{fullReplot:!0,calc:!0};var s,l,u=k.traceFlags();u.arrays={},u.nChanges=0,u.nChangesAnim=0;var c={getValObject:function(t){return f.getTraceValObject(l,t)},flags:u,immutable:n,transition:i,newDataRevision:a,gd:t},d={};for(s=0;s&lt;e.length;s++)if(r[s]){if(l=r[s]._fullInput,h.hasMakesDataTransform(l)&amp;&amp;(l=r[s]),d[l.uid])continue;d[l.uid]=1,st(e[s]._fullInput,l,[],c)}(u.calc||u.plot)&amp;&amp;(u.fullReplot=!0);i&amp;&amp;u.nChanges&amp;&amp;u.nChangesAnim&amp;&amp;(u.anim=u.nChanges===u.nChangesAnim&amp;&amp;o?&quot;all&quot;:&quot;some&quot;);return u}(t,u,m,b,x,w);$(t)&amp;&amp;(_.layoutReplot=!0),A.calc||_.calc?t.calcdata=void 0:h.supplyDefaultsUpdateCalc(t.calcdata,m);var E=[];if(a&amp;&amp;(t._transitionData={},h.createTransitionData(t),E.push(function(){return r.addFrames(t,a)})),y.transition&amp;&amp;!g&amp;&amp;(A.anim||_.anim))h.doCalcdata(t),T.doAutoRangeAndConstraints(t),E.push(function(){return h.transitionFromReact(t,A,_,d)});else if(A.fullReplot||_.layoutReplot||g)t._fullLayout._skipDefaults=!0,E.push(r.plot);else{for(var L in _.arrays){var C=_.arrays[L];if(C.length){var O=c.getComponentMethod(L,&quot;drawOne&quot;);if(O!==o.noop)for(var P=0;P&lt;C.length;P++)O(t,C[P]);else{var z=c.getComponentMethod(L,&quot;draw&quot;);if(z===o.noop)throw new Error(&quot;cannot draw components: &quot;+L);z(t)}}}E.push(h.previousPromises),A.style&amp;&amp;E.push(T.doTraceStyle),A.colorbars&amp;&amp;E.push(T.doColorBars),_.legend&amp;&amp;E.push(T.doLegend),_.layoutstyle&amp;&amp;E.push(T.layoutStyles),_.axrange&amp;&amp;X(E),_.ticks&amp;&amp;E.push(T.doTicksRelayout),_.modebar&amp;&amp;E.push(T.doModeBar),_.camera&amp;&amp;E.push(T.doCamera),E.push(S)}E.push(h.rehover),(l=o.syncOrAsync(E,t))&amp;&amp;l.then||(l=Promise.resolve(t))}else l=r.newPlot(t,e,n,i);return l.then(function(){return t.emit(&quot;plotly_react&quot;,{data:e,layout:n}),t})},r.animate=function(t,e,r){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t+&quot;. It&#x27;s likely that you&#x27;ve failed to create a plot before animating it. For more details, see https://plot.ly/javascript/animations/&quot;);var n=t._transitionData;n._frameQueue||(n._frameQueue=[]);var i=(r=h.supplyAnimationDefaults(r)).transition,a=r.frame;function s(t){return Array.isArray(i)?t&gt;=i.length?i[0]:i[t]:i}function l(t){return Array.isArray(a)?t&gt;=a.length?a[0]:a[t]:a}function u(t,e){var r=0;return function(){if(t&amp;&amp;++r===e)return t()}}return void 0===n._frameWaitingCnt&amp;&amp;(n._frameWaitingCnt=0),new Promise(function(a,c){function f(){n._currentFrame&amp;&amp;n._currentFrame.onComplete&amp;&amp;n._currentFrame.onComplete();var e=n._currentFrame=n._frameQueue.shift();if(e){var r=e.name?e.name.toString():null;t._fullLayout._currentFrame=r,n._lastFrameAt=Date.now(),n._timeToNext=e.frameOpts.duration,h.transition(t,e.frame.data,e.frame.layout,M.coerceTraceIndices(t,e.frame.traces),e.frameOpts,e.transitionOpts).then(function(){e.onComplete&amp;&amp;e.onComplete()}),t.emit(&quot;plotly_animatingframe&quot;,{name:r,frame:e.frame,animation:{frame:e.frameOpts,transition:e.transitionOpts}})}else t.emit(&quot;plotly_animated&quot;),window.cancelAnimationFrame(n._animationRaf),n._animationRaf=null}function d(){t.emit(&quot;plotly_animating&quot;),n._lastFrameAt=-1/0,n._timeToNext=0,n._runningTransitions=0,n._currentFrame=null;var e=function(){n._animationRaf=window.requestAnimationFrame(e),Date.now()-n._lastFrameAt&gt;n._timeToNext&amp;&amp;f()};e()}var p,g,v=0;function m(t){return Array.isArray(i)?v&gt;=i.length?t.transitionOpts=i[v]:t.transitionOpts=i[0]:t.transitionOpts=i,v++,t}var y=[],b=null==e,x=Array.isArray(e);if(!b&amp;&amp;!x&amp;&amp;o.isPlainObject(e))y.push({type:&quot;object&quot;,data:m(o.extendFlat({},e))});else if(b||-1!==[&quot;string&quot;,&quot;number&quot;].indexOf(typeof e))for(p=0;p&lt;n._frames.length;p++)(g=n._frames[p])&amp;&amp;(b||String(g.group)===String(e))&amp;&amp;y.push({type:&quot;byname&quot;,name:String(g.name),data:m({name:g.name})});else if(x)for(p=0;p&lt;e.length;p++){var _=e[p];-1!==[&quot;number&quot;,&quot;string&quot;].indexOf(typeof _)?(_=String(_),y.push({type:&quot;byname&quot;,name:_,data:m({name:_})})):o.isPlainObject(_)&amp;&amp;y.push({type:&quot;object&quot;,data:m(o.extendFlat({},_))})}for(p=0;p&lt;y.length;p++)if(&quot;byname&quot;===(g=y[p]).type&amp;&amp;!n._frameHash[g.data.name])return o.warn(&#x27;animate failure: frame not found: &quot;&#x27;+g.data.name+&#x27;&quot;&#x27;),void c();-1!==[&quot;next&quot;,&quot;immediate&quot;].indexOf(r.mode)&amp;&amp;function(){if(0!==n._frameQueue.length){for(;n._frameQueue.length;){var e=n._frameQueue.pop();e.onInterrupt&amp;&amp;e.onInterrupt()}t.emit(&quot;plotly_animationinterrupted&quot;,[])}}(),&quot;reverse&quot;===r.direction&amp;&amp;y.reverse();var w=t._fullLayout._currentFrame;if(w&amp;&amp;r.fromcurrent){var A=-1;for(p=0;p&lt;y.length;p++)if(&quot;byname&quot;===(g=y[p]).type&amp;&amp;g.name===w){A=p;break}if(A&gt;0&amp;&amp;A&lt;y.length-1){var T=[];for(p=0;p&lt;y.length;p++)g=y[p],(&quot;byname&quot;!==y[p].type||p&gt;A)&amp;&amp;T.push(g);y=T}}y.length&gt;0?function(e){if(0!==e.length){for(var i=0;i&lt;e.length;i++){var o;o=&quot;byname&quot;===e[i].type?h.computeFrame(t,e[i].name):e[i].data;var f=l(i),p=s(i);p.duration=Math.min(p.duration,f.duration);var g={frame:o,name:e[i].name,frameOpts:f,transitionOpts:p};i===e.length-1&amp;&amp;(g.onComplete=u(a,2),g.onInterrupt=c),n._frameQueue.push(g)}&quot;immediate&quot;===r.mode&amp;&amp;(n._lastFrameAt=-1/0),n._animationRaf||d()}}(y):(t.emit(&quot;plotly_animated&quot;),a())})},r.addFrames=function(t,e,r){if(t=o.getGraphDiv(t),null==e)return Promise.resolve();if(!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t+&quot;. It&#x27;s likely that you&#x27;ve failed to create a plot before adding frames. For more details, see https://plot.ly/javascript/animations/&quot;);var n,i,a,s,l=t._transitionData._frames,c=t._transitionData._frameHash;if(!Array.isArray(e))throw new Error(&quot;addFrames failure: frameList must be an Array of frame definitions&quot;+e);var f=l.length+2*e.length,d=[],p={};for(n=e.length-1;n&gt;=0;n--)if(o.isPlainObject(e[n])){var g=e[n].name,v=(c[g]||p[g]||{}).name,m=e[n].name,y=c[v]||p[v];v&amp;&amp;m&amp;&amp;&quot;number&quot;==typeof m&amp;&amp;y&amp;&amp;L&lt;5&amp;&amp;(L++,o.warn(&#x27;addFrames: overwriting frame &quot;&#x27;+(c[v]||p[v]).name+&#x27;&quot; with a frame whose name of type &quot;number&quot; also equates to &quot;&#x27;+v+&#x27;&quot;. This is valid but may potentially lead to unexpected behavior since all plotly.js frame names are stored internally as strings.&#x27;),5===L&amp;&amp;o.warn(&quot;addFrames: This API call has yielded too many of these warnings. For the rest of this call, further warnings about numeric frame names will be suppressed.&quot;)),p[g]={name:g},d.push({frame:h.supplyFrameDefaults(e[n]),index:r&amp;&amp;void 0!==r[n]&amp;&amp;null!==r[n]?r[n]:f+n})}d.sort(function(t,e){return t.index&gt;e.index?-1:t.index&lt;e.index?1:0});var b=[],x=[],_=l.length;for(n=d.length-1;n&gt;=0;n--){if(&quot;number&quot;==typeof(i=d[n].frame).name&amp;&amp;o.warn(&quot;Warning: addFrames accepts frames with numeric names, but the numbers areimplicitly cast to strings&quot;),!i.name)for(;c[i.name=&quot;frame &quot;+t._transitionData._counter++];);if(c[i.name]){for(a=0;a&lt;l.length&amp;&amp;(l[a]||{}).name!==i.name;a++);b.push({type:&quot;replace&quot;,index:a,value:i}),x.unshift({type:&quot;replace&quot;,index:a,value:l[a]})}else s=Math.max(0,Math.min(d[n].index,_)),b.push({type:&quot;insert&quot;,index:s,value:i}),x.unshift({type:&quot;delete&quot;,index:s}),_++}var w=h.modifyFrames,A=h.modifyFrames,M=[t,x],T=[t,b];return u&amp;&amp;u.add(t,w,M,A,T),h.modifyFrames(t,b)},r.deleteFrames=function(t,e){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(&quot;This element is not a Plotly plot: &quot;+t);var r,n,i=t._transitionData._frames,a=[],s=[];if(!e)for(e=[],r=0;r&lt;i.length;r++)e.push(r);for((e=e.slice(0)).sort(),r=e.length-1;r&gt;=0;r--)n=e[r],a.push({type:&quot;delete&quot;,index:n}),s.unshift({type:&quot;insert&quot;,index:n,value:i[n]});var l=h.modifyFrames,c=h.modifyFrames,f=[t,s],d=[t,a];return u&amp;&amp;u.add(t,l,f,c,d),h.modifyFrames(t,a)},r.purge=function(t){var e=(t=o.getGraphDiv(t))._fullLayout||{},r=t._fullData||[];return h.cleanPlot([],{},r,e),h.purge(t),l.purge(t),e._container&amp;&amp;e._container.remove(),delete t._context,t}},{&quot;../components/color&quot;:376,&quot;../components/colorbar/connect&quot;:378,&quot;../components/drawing&quot;:397,&quot;../constants/xmlns_namespaces&quot;:476,&quot;../lib&quot;:495,&quot;../lib/events&quot;:487,&quot;../lib/queue&quot;:509,&quot;../lib/svg_text_utils&quot;:518,&quot;../plots/cartesian/axes&quot;:541,&quot;../plots/cartesian/constants&quot;:547,&quot;../plots/cartesian/graph_interact&quot;:550,&quot;../plots/cartesian/select&quot;:558,&quot;../plots/plots&quot;:584,&quot;../plots/polar/legacy&quot;:587,&quot;../registry&quot;:592,&quot;./edit_types&quot;:524,&quot;./helpers&quot;:525,&quot;./manage_arrays&quot;:527,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530,&quot;./subroutines&quot;:532,d3:81,&quot;fast-isnumeric&quot;:90,&quot;has-hover&quot;:251}],529:[function(t,e,r){&quot;use strict&quot;;var n={staticPlot:{valType:&quot;boolean&quot;,dflt:!1},plotlyServerURL:{valType:&quot;string&quot;,dflt:&quot;https://plot.ly&quot;},editable:{valType:&quot;boolean&quot;,dflt:!1},edits:{annotationPosition:{valType:&quot;boolean&quot;,dflt:!1},annotationTail:{valType:&quot;boolean&quot;,dflt:!1},annotationText:{valType:&quot;boolean&quot;,dflt:!1},axisTitleText:{valType:&quot;boolean&quot;,dflt:!1},colorbarPosition:{valType:&quot;boolean&quot;,dflt:!1},colorbarTitleText:{valType:&quot;boolean&quot;,dflt:!1},legendPosition:{valType:&quot;boolean&quot;,dflt:!1},legendText:{valType:&quot;boolean&quot;,dflt:!1},shapePosition:{valType:&quot;boolean&quot;,dflt:!1},titleText:{valType:&quot;boolean&quot;,dflt:!1}},autosizable:{valType:&quot;boolean&quot;,dflt:!1},responsive:{valType:&quot;boolean&quot;,dflt:!1},fillFrame:{valType:&quot;boolean&quot;,dflt:!1},frameMargins:{valType:&quot;number&quot;,dflt:0,min:0,max:.5},scrollZoom:{valType:&quot;flaglist&quot;,flags:[&quot;cartesian&quot;,&quot;gl3d&quot;,&quot;geo&quot;,&quot;mapbox&quot;],extras:[!0,!1],dflt:&quot;gl3d+geo+mapbox&quot;},doubleClick:{valType:&quot;enumerated&quot;,values:[!1,&quot;reset&quot;,&quot;autosize&quot;,&quot;reset+autosize&quot;],dflt:&quot;reset+autosize&quot;},showAxisDragHandles:{valType:&quot;boolean&quot;,dflt:!0},showAxisRangeEntryBoxes:{valType:&quot;boolean&quot;,dflt:!0},showTips:{valType:&quot;boolean&quot;,dflt:!0},showLink:{valType:&quot;boolean&quot;,dflt:!1},linkText:{valType:&quot;string&quot;,dflt:&quot;Edit chart&quot;,noBlank:!0},sendData:{valType:&quot;boolean&quot;,dflt:!0},showSources:{valType:&quot;any&quot;,dflt:!1},displayModeBar:{valType:&quot;enumerated&quot;,values:[&quot;hover&quot;,!0,!1],dflt:&quot;hover&quot;},showSendToCloud:{valType:&quot;boolean&quot;,dflt:!1},modeBarButtonsToRemove:{valType:&quot;any&quot;,dflt:[]},modeBarButtonsToAdd:{valType:&quot;any&quot;,dflt:[]},modeBarButtons:{valType:&quot;any&quot;,dflt:!1},toImageButtonOptions:{valType:&quot;any&quot;,dflt:{}},displaylogo:{valType:&quot;boolean&quot;,dflt:!0},watermark:{valType:&quot;boolean&quot;,dflt:!1},plotGlPixelRatio:{valType:&quot;number&quot;,dflt:2,min:1,max:4},setBackground:{valType:&quot;any&quot;,dflt:&quot;transparent&quot;},topojsonURL:{valType:&quot;string&quot;,noBlank:!0,dflt:&quot;https://cdn.plot.ly/&quot;},mapboxAccessToken:{valType:&quot;string&quot;,dflt:null},logging:{valType:&quot;boolean&quot;,dflt:1},queueLength:{valType:&quot;integer&quot;,min:0,dflt:0},globalTransforms:{valType:&quot;any&quot;,dflt:[]},locale:{valType:&quot;string&quot;,dflt:&quot;en-US&quot;},locales:{valType:&quot;any&quot;,dflt:{}}},i={};!function t(e,r){for(var n in e){var i=e[n];i.valType?r[n]=i.dflt:(r[n]||(r[n]={}),t(i,r[n]))}}(n,i),e.exports={configAttributes:n,dfltConfig:i}},{}],530:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../plots/attributes&quot;),o=t(&quot;../plots/layout_attributes&quot;),s=t(&quot;../plots/frame_attributes&quot;),l=t(&quot;../plots/animation_attributes&quot;),u=t(&quot;./plot_config&quot;).configAttributes,c=t(&quot;../plots/polar/legacy/area_attributes&quot;),f=t(&quot;../plots/polar/legacy/axis_attributes&quot;),h=t(&quot;./edit_types&quot;),d=i.extendFlat,p=i.extendDeepAll,g=i.isPlainObject,v=&quot;_isSubplotObj&quot;,m=&quot;_isLinkedToArray&quot;,y=[v,m,&quot;_arrayAttrRegexps&quot;,&quot;_deprecated&quot;];function b(t,e,r){if(!t)return!1;if(t._isLinkedToArray)if(x(e[r]))r++;else if(r&lt;e.length)return!1;for(;r&lt;e.length;r++){var n=t[e[r]];if(!g(n))break;if(t=n,r===e.length-1)break;if(t._isLinkedToArray){if(!x(e[++r]))return!1}else if(&quot;info_array&quot;===t.valType){var i=e[++r];if(!x(i))return!1;var a=t.items;if(Array.isArray(a)){if(i&gt;=a.length)return!1;if(2===t.dimensions){if(r++,e.length===r)return t;var o=e[r];if(!x(o))return!1;t=a[i][o]}else t=a[i]}else t=a}}return t}function x(t){return t===Math.round(t)&amp;&amp;t&gt;=0}function _(t){return function(t){r.crawl(t,function(t,e,n){r.isValObject(t)?&quot;data_array&quot;===t.valType?(t.role=&quot;data&quot;,n[e+&quot;src&quot;]={valType:&quot;string&quot;,editType:&quot;none&quot;}):!0===t.arrayOk&amp;&amp;(n[e+&quot;src&quot;]={valType:&quot;string&quot;,editType:&quot;none&quot;}):g(t)&amp;&amp;(t.role=&quot;object&quot;)})}(t),function(t){r.crawl(t,function(t,e,r){if(!t)return;var n=t[m];if(!n)return;delete t[m],r[e]={items:{}},r[e].items[n]=t,r[e].role=&quot;object&quot;})}(t),function(t){!function t(e){for(var r in e)if(g(e[r]))t(e[r]);else if(Array.isArray(e[r]))for(var n=0;n&lt;e[r].length;n++)t(e[r][n]);else e[r]instanceof RegExp&amp;&amp;(e[r]=e[r].toString())}(t)}(t),t}function w(t,e,r){var n=i.nestedProperty(t,r),a=p({},e.layoutAttributes);a[v]=!0,n.set(a)}function A(t,e,r){var n=i.nestedProperty(t,r);n.set(p(n.get()||{},e))}r.IS_SUBPLOT_OBJ=v,r.IS_LINKED_TO_ARRAY=m,r.DEPRECATED=&quot;_deprecated&quot;,r.UNDERSCORE_ATTRS=y,r.get=function(){var t={};n.allTypes.concat(&quot;area&quot;).forEach(function(e){t[e]=function(t){var e,o;&quot;area&quot;===t?(e={attributes:c},o={}):(e=n.modules[t]._module,o=e.basePlotModule);var s={type:null},l=p({},a),u=p({},e.attributes);r.crawl(u,function(t,e,r,n,a){i.nestedProperty(l,a).set(void 0),void 0===t&amp;&amp;i.nestedProperty(u,a).set(void 0)}),p(s,l),p(s,u),o.attributes&amp;&amp;p(s,o.attributes);s.type=t;var f={meta:e.meta||{},attributes:_(s)};if(e.layoutAttributes){var h={};p(h,e.layoutAttributes),f.layoutAttributes=_(h)}return f}(e)});var e,g={};return Object.keys(n.transformsRegistry).forEach(function(t){g[t]=function(t){var e=n.transformsRegistry[t],r=p({},e.attributes);return Object.keys(n.componentsRegistry).forEach(function(e){var i=n.componentsRegistry[e];i.schema&amp;&amp;i.schema.transforms&amp;&amp;i.schema.transforms[t]&amp;&amp;Object.keys(i.schema.transforms[t]).forEach(function(e){A(r,i.schema.transforms[t][e],e)})}),{attributes:_(r)}}(t)}),{defs:{valObjects:i.valObjectMeta,metaKeys:y.concat([&quot;description&quot;,&quot;role&quot;,&quot;editType&quot;,&quot;impliedEdits&quot;]),editType:{traces:h.traces,layout:h.layout},impliedEdits:{}},traces:t,layout:function(){var t,e,r={};for(t in p(r,o),n.subplotsRegistry)if((e=n.subplotsRegistry[t]).layoutAttributes)if(Array.isArray(e.attr))for(var i=0;i&lt;e.attr.length;i++)w(r,e,e.attr[i]);else{var a=&quot;subplot&quot;===e.attr?e.name:e.attr;w(r,e,a)}for(t in r=function(t){return d(t,{radialaxis:f.radialaxis,angularaxis:f.angularaxis}),d(t,f.layout),t}(r),n.componentsRegistry){var s=(e=n.componentsRegistry[t]).schema;if(s&amp;&amp;(s.subplots||s.layout)){var l=s.subplots;if(l&amp;&amp;l.xaxis&amp;&amp;!l.yaxis)for(var u in l.xaxis)delete r.yaxis[u]}else e.layoutAttributes&amp;&amp;A(r,e.layoutAttributes,e.name)}return{layoutAttributes:_(r)}}(),transforms:g,frames:(e={frames:i.extendDeepAll({},s)},_(e),e.frames),animation:_(l),config:_(u)}},r.crawl=function(t,e,n,i){var a=n||0;i=i||&quot;&quot;,Object.keys(t).forEach(function(n){var o=t[n];if(-1===y.indexOf(n)){var s=(i?i+&quot;.&quot;:&quot;&quot;)+n;e(o,n,t,a,s),r.isValObject(o)||g(o)&amp;&amp;&quot;impliedEdits&quot;!==n&amp;&amp;r.crawl(o,e,a+1,s)}})},r.isValObject=function(t){return t&amp;&amp;void 0!==t.valType},r.findArrayAttributes=function(t){var e,n,o=[],s=[],l=[];function u(t,r,a,u){s=s.slice(0,u).concat([r]),l=l.slice(0,u).concat([t&amp;&amp;t._isLinkedToArray]),t&amp;&amp;(&quot;data_array&quot;===t.valType||!0===t.arrayOk)&amp;&amp;!(&quot;colorbar&quot;===s[u-1]&amp;&amp;(&quot;ticktext&quot;===r||&quot;tickvals&quot;===r))&amp;&amp;function t(e,r,a){var u=e[s[r]];var c=a+s[r];if(r===s.length-1)i.isArrayOrTypedArray(u)&amp;&amp;o.push(n+c);else if(l[r]){if(Array.isArray(u))for(var f=0;f&lt;u.length;f++)i.isPlainObject(u[f])&amp;&amp;t(u[f],r+1,c+&quot;[&quot;+f+&quot;].&quot;)}else i.isPlainObject(u)&amp;&amp;t(u,r+1,c+&quot;.&quot;)}(e,0,&quot;&quot;)}e=t,n=&quot;&quot;,r.crawl(a,u),t._module&amp;&amp;t._module.attributes&amp;&amp;r.crawl(t._module.attributes,u);var c=t.transforms;if(c)for(var f=0;f&lt;c.length;f++){var h=c[f],d=h._module;d&amp;&amp;(n=&quot;transforms[&quot;+f+&quot;].&quot;,e=h,r.crawl(d.attributes,u))}return o},r.getTraceValObject=function(t,e){var r,i,o=e[0],s=1;if(&quot;transforms&quot;===o){if(1===e.length)return a.transforms;var l=t.transforms;if(!Array.isArray(l)||!l.length)return!1;var u=e[1];if(!x(u)||u&gt;=l.length)return!1;i=(r=(n.transformsRegistry[l[u].type]||{}).attributes)&amp;&amp;r[e[2]],s=3}else if(&quot;area&quot;===t.type)i=c[o];else{var f=t._module;if(f||(f=(n.modules[t.type||a.type.dflt]||{})._module),!f)return!1;if(!(i=(r=f.attributes)&amp;&amp;r[o])){var h=f.basePlotModule;h&amp;&amp;h.attributes&amp;&amp;(i=h.attributes[o])}i||(i=a[o])}return b(i,e,s)},r.getLayoutValObject=function(t,e){return b(function(t,e){var r,i,a,s,l=t._basePlotModules;if(l){var u;for(r=0;r&lt;l.length;r++){if((a=l[r]).attrRegex&amp;&amp;a.attrRegex.test(e)){if(a.layoutAttrOverrides)return a.layoutAttrOverrides;!u&amp;&amp;a.layoutAttributes&amp;&amp;(u=a.layoutAttributes)}var c=a.baseLayoutAttrOverrides;if(c&amp;&amp;e in c)return c[e]}if(u)return u}var h=t._modules;if(h)for(r=0;r&lt;h.length;r++)if((s=h[r].layoutAttributes)&amp;&amp;e in s)return s[e];for(i in n.componentsRegistry)if(!(a=n.componentsRegistry[i]).schema&amp;&amp;e===a.name)return a.layoutAttributes;if(e in o)return o[e];if(&quot;radialaxis&quot;===e||&quot;angularaxis&quot;===e)return f[e];return f.layout[e]||!1}(t,e[0]),e,1)}},{&quot;../lib&quot;:495,&quot;../plots/animation_attributes&quot;:536,&quot;../plots/attributes&quot;:538,&quot;../plots/frame_attributes&quot;:568,&quot;../plots/layout_attributes&quot;:582,&quot;../plots/polar/legacy/area_attributes&quot;:585,&quot;../plots/polar/legacy/axis_attributes&quot;:586,&quot;../registry&quot;:592,&quot;./edit_types&quot;:524,&quot;./plot_config&quot;:529}],531:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plots/attributes&quot;),a=&quot;templateitemname&quot;,o={name:{valType:&quot;string&quot;,editType:&quot;none&quot;}};function s(t){return t&amp;&amp;&quot;string&quot;==typeof t}function l(t){var e=t.length-1;return&quot;s&quot;!==t.charAt(e)&amp;&amp;n.warn(&quot;bad argument to arrayDefaultKey: &quot;+t),t.substr(0,t.length-1)+&quot;defaults&quot;}o[a]={valType:&quot;string&quot;,editType:&quot;calc&quot;},r.templatedArray=function(t,e){return e._isLinkedToArray=t,e.name=o.name,e[a]=o[a],e},r.traceTemplater=function(t){var e,r,a={};for(e in t)r=t[e],Array.isArray(r)&amp;&amp;r.length&amp;&amp;(a[e]=0);return{newTrace:function(o){var s={type:e=n.coerce(o,{},i,&quot;type&quot;),_template:null};if(e in a){r=t[e];var l=a[e]%r.length;a[e]++,s._template=r[l]}return s}}},r.newContainer=function(t,e,r){var i=t._template,a=i&amp;&amp;(i[e]||r&amp;&amp;i[r]);return n.isPlainObject(a)||(a=null),t[e]={_template:a}},r.arrayTemplater=function(t,e,r){var n=t._template,i=n&amp;&amp;n[l(e)],o=n&amp;&amp;n[e];Array.isArray(o)&amp;&amp;o.length||(o=[]);var u={};return{newItem:function(t){var e={name:t.name,_input:t},n=e[a]=t[a];if(!s(n))return e._template=i,e;for(var l=0;l&lt;o.length;l++){var c=o[l];if(c.name===n)return u[n]=1,e._template=c,e}return e[r]=t[r]||!1,e._template=!1,e},defaultItems:function(){for(var t=[],e=0;e&lt;o.length;e++){var r=o[e],n=r.name;if(s(n)&amp;&amp;!u[n]){var i={_template:r,name:n,_input:{_templateitemname:n}};i[a]=r[a],t.push(i),u[n]=1}}return t}}},r.arrayDefaultKey=l,r.arrayEditor=function(t,e,r){var i=(n.nestedProperty(t,e).get()||[]).length,o=r._index,s=o&gt;=i&amp;&amp;(r._input||{})._templateitemname;s&amp;&amp;(o=i);var l,u=e+&quot;[&quot;+o+&quot;]&quot;;function c(){l={},s&amp;&amp;(l[u]={},l[u][a]=s)}function f(t,e){s?n.nestedProperty(l[u],t).set(e):l[u+&quot;.&quot;+t]=e}function h(){var t=l;return c(),t}return c(),{modifyBase:function(t,e){l[t]=e},modifyItem:f,getUpdateObj:h,applyUpdate:function(e,r){e&amp;&amp;f(e,r);var i=h();for(var a in i)n.nestedProperty(t,a).set(i[a])}}}},{&quot;../lib&quot;:495,&quot;../plots/attributes&quot;:538}],532:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../registry&quot;),a=t(&quot;../plots/plots&quot;),o=t(&quot;../lib&quot;),s=t(&quot;../lib/clear_gl_canvases&quot;),l=t(&quot;../components/color&quot;),u=t(&quot;../components/drawing&quot;),c=t(&quot;../components/titles&quot;),f=t(&quot;../components/modebar&quot;),h=t(&quot;../plots/cartesian/axes&quot;),d=t(&quot;../constants/alignment&quot;),p=t(&quot;../plots/cartesian/constraints&quot;),g=p.enforce,v=p.clean,m=t(&quot;../plots/cartesian/autorange&quot;).doAutoRange,y=&quot;start&quot;,b=&quot;middle&quot;,x=&quot;end&quot;;function _(t,e,r){for(var n=0;n&lt;r.length;n++){var i=r[n][0],a=r[n][1];if(!(i[0]&gt;=t[1]||i[1]&lt;=t[0])&amp;&amp;(a[0]&lt;e[1]&amp;&amp;a[1]&gt;e[0]))return!0}return!1}function w(t){var e,i,a,s,c,p,g=t._fullLayout,v=g._size,m=v.p,y=h.list(t,&quot;&quot;,!0);if(g._paperdiv.style({width:t._context.responsive&amp;&amp;g.autosize&amp;&amp;!t._context._hasZeroWidth&amp;&amp;!t.layout.width?&quot;100%&quot;:g.width+&quot;px&quot;,height:t._context.responsive&amp;&amp;g.autosize&amp;&amp;!t._context._hasZeroHeight&amp;&amp;!t.layout.height?&quot;100%&quot;:g.height+&quot;px&quot;}).selectAll(&quot;.main-svg&quot;).call(u.setSize,g.width,g.height),t._context.setBackground(t,g.paper_bgcolor),r.drawMainTitle(t),f.manage(t),!g._has(&quot;cartesian&quot;))return t._promises.length&amp;&amp;Promise.all(t._promises);function b(t,e,r){var n=t._lw/2;return&quot;x&quot;===t._id.charAt(0)?e?&quot;top&quot;===r?e._offset-m-n:e._offset+e._length+m+n:v.t+v.h*(1-(t.position||0))+n%1:e?&quot;right&quot;===r?e._offset+e._length+m+n:e._offset-m-n:v.l+v.w*(t.position||0)+n%1}for(e=0;e&lt;y.length;e++){var x=(s=y[e])._anchorAxis;s._linepositions={},s._lw=u.crispRound(t,s.linewidth,1),s._mainLinePosition=b(s,x,s.side),s._mainMirrorPosition=s.mirror&amp;&amp;x?b(s,x,d.OPPOSITE_SIDE[s.side]):null}var w=[],M=[],k=[],E=1===l.opacity(g.paper_bgcolor)&amp;&amp;1===l.opacity(g.plot_bgcolor)&amp;&amp;g.paper_bgcolor===g.plot_bgcolor;for(i in g._plots)if((a=g._plots[i]).mainplot)a.bg&amp;&amp;a.bg.remove(),a.bg=void 0;else{var L=a.xaxis.domain,S=a.yaxis.domain,C=a.plotgroup;if(_(L,S,k)){var O=C.node(),R=a.bg=o.ensureSingle(C,&quot;rect&quot;,&quot;bg&quot;);O.insertBefore(R.node(),O.childNodes[0]),M.push(i)}else C.select(&quot;rect.bg&quot;).remove(),k.push([L,S]),E||(w.push(i),M.push(i))}var P,z,I,N,D,F,j,B,U,V,H,q,G,X=g._bgLayer.selectAll(&quot;.bg&quot;).data(w);for(X.enter().append(&quot;rect&quot;).classed(&quot;bg&quot;,!0),X.exit().remove(),X.each(function(t){g._plots[t].bg=n.select(this)}),e=0;e&lt;M.length;e++)a=g._plots[M[e]],c=a.xaxis,p=a.yaxis,a.bg&amp;&amp;a.bg.call(u.setRect,c._offset-m,p._offset-m,c._length+2*m,p._length+2*m).call(l.fill,g.plot_bgcolor).style(&quot;stroke-width&quot;,0);if(!g._hasOnlyLargeSploms)for(i in g._plots){a=g._plots[i],c=a.xaxis,p=a.yaxis;var W,Y,Z=a.clipId=&quot;clip&quot;+g._uid+i+&quot;plot&quot;,Q=o.ensureSingleById(g._clips,&quot;clipPath&quot;,Z,function(t){t.classed(&quot;plotclip&quot;,!0).append(&quot;rect&quot;)});a.clipRect=Q.select(&quot;rect&quot;).attr({width:c._length,height:p._length}),u.setTranslate(a.plot,c._offset,p._offset),a._hasClipOnAxisFalse?(W=null,Y=Z):(W=Z,Y=null),u.setClipUrl(a.plot,W,t),a.layerClipId=Y}function $(t){return&quot;M&quot;+P+&quot;,&quot;+t+&quot;H&quot;+z}function J(t){return&quot;M&quot;+c._offset+&quot;,&quot;+t+&quot;h&quot;+c._length}function K(t){return&quot;M&quot;+t+&quot;,&quot;+B+&quot;V&quot;+j}function tt(t){return&quot;M&quot;+t+&quot;,&quot;+p._offset+&quot;v&quot;+p._length}function et(t,e,r){if(!t.showline||i!==t._mainSubplot)return&quot;&quot;;if(!t._anchorAxis)return r(t._mainLinePosition);var n=e(t._mainLinePosition);return t.mirror&amp;&amp;(n+=e(t._mainMirrorPosition)),n}for(i in g._plots){a=g._plots[i],c=a.xaxis,p=a.yaxis;var rt=&quot;M0,0&quot;;A(c,i)&amp;&amp;(D=T(c,&quot;left&quot;,p,y),P=c._offset-(D?m+D:0),F=T(c,&quot;right&quot;,p,y),z=c._offset+c._length+(F?m+F:0),I=b(c,p,&quot;bottom&quot;),N=b(c,p,&quot;top&quot;),!(G=!c._anchorAxis||i!==c._mainSubplot)||&quot;allticks&quot;!==c.mirror&amp;&amp;&quot;all&quot;!==c.mirror||(c._linepositions[i]=[I,N]),rt=et(c,$,J),G&amp;&amp;c.showline&amp;&amp;(&quot;all&quot;===c.mirror||&quot;allticks&quot;===c.mirror)&amp;&amp;(rt+=$(I)+$(N)),a.xlines.style(&quot;stroke-width&quot;,c._lw+&quot;px&quot;).call(l.stroke,c.showline?c.linecolor:&quot;rgba(0,0,0,0)&quot;)),a.xlines.attr(&quot;d&quot;,rt);var nt=&quot;M0,0&quot;;A(p,i)&amp;&amp;(H=T(p,&quot;bottom&quot;,c,y),j=p._offset+p._length+(H?m:0),q=T(p,&quot;top&quot;,c,y),B=p._offset-(q?m:0),U=b(p,c,&quot;left&quot;),V=b(p,c,&quot;right&quot;),!(G=!p._anchorAxis||i!==p._mainSubplot)||&quot;allticks&quot;!==p.mirror&amp;&amp;&quot;all&quot;!==p.mirror||(p._linepositions[i]=[U,V]),nt=et(p,K,tt),G&amp;&amp;p.showline&amp;&amp;(&quot;all&quot;===p.mirror||&quot;allticks&quot;===p.mirror)&amp;&amp;(nt+=K(U)+K(V)),a.ylines.style(&quot;stroke-width&quot;,p._lw+&quot;px&quot;).call(l.stroke,p.showline?p.linecolor:&quot;rgba(0,0,0,0)&quot;)),a.ylines.attr(&quot;d&quot;,nt)}return h.makeClipPaths(t),t._promises.length&amp;&amp;Promise.all(t._promises)}function A(t,e){return(t.ticks||t.showline)&amp;&amp;(e===t._mainSubplot||&quot;all&quot;===t.mirror||&quot;allticks&quot;===t.mirror)}function M(t,e,r){if(!r.showline||!r._lw)return!1;if(&quot;all&quot;===r.mirror||&quot;allticks&quot;===r.mirror)return!0;var n=r._anchorAxis;if(!n)return!1;var i=d.FROM_BL[e];return r.side===e?n.domain[i]===t.domain[i]:r.mirror&amp;&amp;n.domain[1-i]===t.domain[1-i]}function T(t,e,r,n){if(M(t,e,r))return r._lw;for(var i=0;i&lt;n.length;i++){var a=n[i];if(a._mainAxis===r._mainAxis&amp;&amp;M(t,e,a))return a._lw}return 0}r.layoutStyles=function(t){return o.syncOrAsync([a.doAutoMargin,w],t)},r.drawMainTitle=function(t){var e=t._fullLayout,r=function(t){var e=t.title,r=b;o.isRightAnchor(e)?r=x:o.isLeftAnchor(e)&amp;&amp;(r=y);return r}(e),n=function(t){var e=t.title,r=&quot;0em&quot;;o.isTopAnchor(e)?r=d.CAP_SHIFT+&quot;em&quot;:o.isMiddleAnchor(e)&amp;&amp;(r=d.MID_SHIFT+&quot;em&quot;);return r}(e);c.draw(t,&quot;gtitle&quot;,{propContainer:e,propName:&quot;title.text&quot;,placeholder:e._dfltTitle.plot,attributes:{x:function(t,e){var r=t.title,n=t._size,i=0;e===y?i=r.pad.l:e===x&amp;&amp;(i=-r.pad.r);switch(r.xref){case&quot;paper&quot;:return n.l+n.w*r.x+i;case&quot;container&quot;:default:return t.width*r.x+i}}(e,r),y:function(t,e){var r=t.title,n=t._size,i=0;&quot;0em&quot;!==e&amp;&amp;e?e===d.CAP_SHIFT+&quot;em&quot;&amp;&amp;(i=r.pad.t):i=-r.pad.b;if(&quot;auto&quot;===r.y)return n.t/2;switch(r.yref){case&quot;paper&quot;:return n.t+n.h-n.h*r.y+i;case&quot;container&quot;:default:return t.height-t.height*r.y+i}}(e,n),&quot;text-anchor&quot;:r,dy:n}})},r.doTraceStyle=function(t){var e,n=t.calcdata,o=[];for(e=0;e&lt;n.length;e++){var l=n[e],u=l[0]||{},c=u.trace||{},f=c._module||{},h=f.arraysToCalcdata;h&amp;&amp;h(l,c);var d=f.editStyle;d&amp;&amp;o.push({fn:d,cd0:u})}if(o.length){for(e=0;e&lt;o.length;e++){var p=o[e];p.fn(t,p.cd0)}s(t),r.redrawReglTraces(t)}return a.style(t),i.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),a.previousPromises(t)},r.doColorBars=function(t){for(var e=0;e&lt;t.calcdata.length;e++){var r=t.calcdata[e][0];if((r.t||{}).cb){var n=r.trace,o=r.t.cb;i.traceIs(n,&quot;contour&quot;)&amp;&amp;o.line({width:!1!==n.contours.showlines?n.line.width:0,dash:n.line.dash,color:&quot;line&quot;===n.contours.coloring?o._opts.line.color:n.line.color});var s=n._module.colorbar.container,l=(s?n[s]:n).colorbar;o.options(l)()}}return a.previousPromises(t)},r.layoutReplot=function(t){var e=t.layout;return t.layout=void 0,i.call(&quot;plot&quot;,t,&quot;&quot;,e)},r.doLegend=function(t){return i.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),a.previousPromises(t)},r.doTicksRelayout=function(t){return h.draw(t,&quot;redraw&quot;),t._fullLayout._hasOnlyLargeSploms&amp;&amp;(i.subplotsRegistry.splom.updateGrid(t),s(t),r.redrawReglTraces(t)),r.drawMainTitle(t),a.previousPromises(t)},r.doModeBar=function(t){var e=t._fullLayout;f.manage(t);for(var r=0;r&lt;e._basePlotModules.length;r++){var n=e._basePlotModules[r].updateFx;n&amp;&amp;n(t)}return a.previousPromises(t)},r.doCamera=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n&lt;r.length;n++){var i=e[r[n]],a=i._scene,o=i.camera;a.setCamera(o)}},r.drawData=function(t){var e,n=t._fullLayout,o=t.calcdata;for(e=0;e&lt;o.length;e++){var l=o[e][0].trace;!0===l.visible&amp;&amp;l._module.colorbar||n._infolayer.select(&quot;.cb&quot;+l.uid).remove()}s(t);var u=n._basePlotModules;for(e=0;e&lt;u.length;e++)u[e].plot(t);return r.redrawReglTraces(t),a.style(t),i.getComponentMethod(&quot;shapes&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;annotations&quot;,&quot;draw&quot;)(t),n._replotting=!1,a.previousPromises(t)},r.redrawReglTraces=function(t){var e=t._fullLayout;if(e._has(&quot;regl&quot;)){var r,n,i=t._fullData,a=[],s=[];for(e._hasOnlyLargeSploms&amp;&amp;e._splomGrid.draw(),r=0;r&lt;i.length;r++){var l=i[r];!0===l.visible&amp;&amp;(&quot;splom&quot;===l.type?e._splomScenes[l.uid].draw():&quot;scattergl&quot;===l.type?o.pushUnique(a,l.xaxis+l.yaxis):&quot;scatterpolargl&quot;===l.type&amp;&amp;o.pushUnique(s,l.subplot))}for(r=0;r&lt;a.length;r++)(n=e._plots[a[r]])._scene&amp;&amp;n._scene.draw();for(r=0;r&lt;s.length;r++)(n=e[s[r]]._subplot)._scene&amp;&amp;n._scene.draw()}},r.doAutoRangeAndConstraints=function(t){for(var e,r=t._fullLayout,n=h.list(t,&quot;&quot;,!0),i=r._axisMatchGroups||[],a=0;a&lt;n.length;a++)e=n[a],v(t,e),m(t,e);g(t);t:for(var o=0;o&lt;i.length;o++){var s,l=i[o],u=null;for(s in l){if(!1===(e=h.getFromId(t,s)).autorange)continue t;u?u[0]&lt;u[1]?(u[0]=Math.min(u[0],e.range[0]),u[1]=Math.max(u[1],e.range[1])):(u[0]=Math.max(u[0],e.range[0]),u[1]=Math.min(u[1],e.range[1])):u=e.range}for(s in l)(e=h.getFromId(t,s)).range=u.slice(),e._input.range=u.slice(),e.setScale()}},r.finalDraw=function(t){i.getComponentMethod(&quot;shapes&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;images&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;annotations&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;rangeslider&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;rangeselector&quot;,&quot;draw&quot;)(t)},r.drawMarginPushers=function(t){i.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;rangeselector&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;sliders&quot;,&quot;draw&quot;)(t),i.getComponentMethod(&quot;updatemenus&quot;,&quot;draw&quot;)(t)}},{&quot;../components/color&quot;:376,&quot;../components/drawing&quot;:397,&quot;../components/modebar&quot;:435,&quot;../components/titles&quot;:464,&quot;../constants/alignment&quot;:471,&quot;../lib&quot;:495,&quot;../lib/clear_gl_canvases&quot;:483,&quot;../plots/cartesian/autorange&quot;:540,&quot;../plots/cartesian/axes&quot;:541,&quot;../plots/cartesian/constraints&quot;:548,&quot;../plots/plots&quot;:584,&quot;../registry&quot;:592,d3:81}],533:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=n.isPlainObject,a=t(&quot;./plot_schema&quot;),o=t(&quot;../plots/plots&quot;),s=t(&quot;../plots/attributes&quot;),l=t(&quot;./plot_template&quot;),u=t(&quot;./plot_config&quot;).dfltConfig;function c(t,e){t=n.extendDeep({},t);var r,a,o=Object.keys(t).sort();function s(e,r,n){if(i(r)&amp;&amp;i(e))c(e,r);else if(Array.isArray(r)&amp;&amp;Array.isArray(e)){var o=l.arrayTemplater({_template:t},n);for(a=0;a&lt;r.length;a++){var s=r[a],u=o.newItem(s)._template;u&amp;&amp;c(u,s)}var f=o.defaultItems();for(a=0;a&lt;f.length;a++)r.push(f[a]._template);for(a=0;a&lt;r.length;a++)delete r[a].templateitemname}}for(r=0;r&lt;o.length;r++){var u=o[r],h=t[u];if(u in e?s(h,e[u],u):e[u]=h,f(u)===u)for(var d in e){var p=f(d);d===p||p!==u||d in t||s(h,e[d],u)}}}function f(t){return t.replace(/[0-9]+$/,&quot;&quot;)}function h(t,e,r,a,o){var s=o&amp;&amp;r(o);for(var u in t){var c=t[u],p=d(t,u,a),g=d(t,u,o),v=r(g);if(!v){var m=f(u);m!==u&amp;&amp;(v=r(g=d(t,m,o)))}if((!s||s!==v)&amp;&amp;!(!v||v._noTemplating||&quot;data_array&quot;===v.valType||v.arrayOk&amp;&amp;Array.isArray(c)))if(!v.valType&amp;&amp;i(c))h(c,e,r,p,g);else if(v._isLinkedToArray&amp;&amp;Array.isArray(c))for(var y=!1,b=0,x={},_=0;_&lt;c.length;_++){var w=c[_];if(i(w)){var A=w.name;if(A)x[A]||(h(w,e,r,d(c,b,p),d(c,b,g)),b++,x[A]=1);else if(!y){var M=d(t,l.arrayDefaultKey(u),a),T=d(c,b,p);h(w,e,r,T,d(c,b,g));var k=n.nestedProperty(e,T);n.nestedProperty(e,M).set(k.get()),k.set(null),y=!0}}}else{n.nestedProperty(e,p).set(c)}}}function d(t,e,r){return r?Array.isArray(t)?r+&quot;[&quot;+e+&quot;]&quot;:r+&quot;.&quot;+e:e}function p(t){for(var e=0;e&lt;t.length;e++)if(i(t[e]))return!0}function g(t){var e;switch(t.code){case&quot;data&quot;:e=&quot;The template has no key data.&quot;;break;case&quot;layout&quot;:e=&quot;The template has no key layout.&quot;;break;case&quot;missing&quot;:e=t.path?&quot;There are no templates for item &quot;+t.path+&quot; with name &quot;+t.templateitemname:&quot;There are no templates for trace &quot;+t.index+&quot;, of type &quot;+t.traceType+&quot;.&quot;;break;case&quot;unused&quot;:e=t.path?&quot;The template item at &quot;+t.path+&quot; was not used in constructing the plot.&quot;:t.dataCount?&quot;Some of the templates of type &quot;+t.traceType+&quot; were not used. The template has &quot;+t.templateCount+&quot; traces, the data only has &quot;+t.dataCount+&quot; of this type.&quot;:&quot;The template has &quot;+t.templateCount+&quot; traces of type &quot;+t.traceType+&quot; but there are none in the data.&quot;;break;case&quot;reused&quot;:e=&quot;Some of the templates of type &quot;+t.traceType+&quot; were used more than once. The template has &quot;+t.templateCount+&quot; traces, the data has &quot;+t.dataCount+&quot; of this type.&quot;}return t.msg=e,t}r.makeTemplate=function(t){t=n.isPlainObject(t)?t:n.getGraphDiv(t),t=n.extendDeep({_context:u},{data:t.data,layout:t.layout}),o.supplyDefaults(t);var e=t.data||[],r=t.layout||{};r._basePlotModules=t._fullLayout._basePlotModules,r._modules=t._fullLayout._modules;var l={data:{},layout:{}};e.forEach(function(t){var e={};h(t,e,function(t,e){return a.getTraceValObject(t,n.nestedProperty({},e).parts)}.bind(null,t));var r=n.coerce(t,{},s,&quot;type&quot;),i=l.data[r];i||(i=l.data[r]=[]),i.push(e)}),h(r,l.layout,function(t,e){return a.getLayoutValObject(t,n.nestedProperty({},e).parts)}.bind(null,r)),delete l.layout.template;var f=r.template;if(i(f)){var d,p,g,v,m,y,b=f.layout;i(b)&amp;&amp;c(b,l.layout);var x=f.data;if(i(x)){for(p in l.data)if(g=x[p],Array.isArray(g)){for(y=(m=l.data[p]).length,v=g.length,d=0;d&lt;y;d++)c(g[d%v],m[d]);for(d=y;d&lt;v;d++)m.push(n.extendDeep({},g[d]))}for(p in x)p in l.data||(l.data[p]=n.extendDeep([],x[p]))}}return l},r.validateTemplate=function(t,e){var r=n.extendDeep({},{_context:u,data:t.data,layout:t.layout}),a=r.layout||{};i(e)||(e=a.template||{});var s=e.layout,l=e.data,c=[];r.layout=a,r.layout.template=e,o.supplyDefaults(r);var h=r._fullLayout,v=r._fullData,m={};if(i(s)?(!function t(e,r){for(var n in e)if(&quot;_&quot;!==n.charAt(0)&amp;&amp;i(e[n])){var a,o=f(n),s=[];for(a=0;a&lt;r.length;a++)s.push(d(e,n,r[a])),o!==n&amp;&amp;s.push(d(e,o,r[a]));for(a=0;a&lt;s.length;a++)m[s[a]]=1;t(e[n],s)}}(h,[&quot;layout&quot;]),function t(e,r){for(var n in e)if(-1===n.indexOf(&quot;defaults&quot;)&amp;&amp;i(e[n])){var a=d(e,n,r);m[a]?t(e[n],a):c.push({code:&quot;unused&quot;,path:a})}}(s,&quot;layout&quot;)):c.push({code:&quot;layout&quot;}),i(l)){for(var y,b={},x=0;x&lt;v.length;x++){var _=v[x];b[y=_.type]=(b[y]||0)+1,_._fullInput._template||c.push({code:&quot;missing&quot;,index:_._fullInput.index,traceType:y})}for(y in l){var w=l[y].length,A=b[y]||0;w&gt;A?c.push({code:&quot;unused&quot;,traceType:y,templateCount:w,dataCount:A}):A&gt;w&amp;&amp;c.push({code:&quot;reused&quot;,traceType:y,templateCount:w,dataCount:A})}}else c.push({code:&quot;data&quot;});if(function t(e,r){for(var n in e)if(&quot;_&quot;!==n.charAt(0)){var a=e[n],o=d(e,n,r);i(a)?(Array.isArray(e)&amp;&amp;!1===a._template&amp;&amp;a.templateitemname&amp;&amp;c.push({code:&quot;missing&quot;,path:o,templateitemname:a.templateitemname}),t(a,o)):Array.isArray(a)&amp;&amp;p(a)&amp;&amp;t(a,o)}}({data:v,layout:h},&quot;&quot;),c.length)return c.map(g)}},{&quot;../lib&quot;:495,&quot;../plots/attributes&quot;:538,&quot;../plots/plots&quot;:584,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530,&quot;./plot_template&quot;:531}],534:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./plot_api&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../snapshot/helpers&quot;),o=t(&quot;../snapshot/tosvg&quot;),s=t(&quot;../snapshot/svgtoimg&quot;),l={format:{valType:&quot;enumerated&quot;,values:[&quot;png&quot;,&quot;jpeg&quot;,&quot;webp&quot;,&quot;svg&quot;],dflt:&quot;png&quot;},width:{valType:&quot;number&quot;,min:1},height:{valType:&quot;number&quot;,min:1},scale:{valType:&quot;number&quot;,min:0,dflt:1},setBackground:{valType:&quot;any&quot;,dflt:!1},imageDataOnly:{valType:&quot;boolean&quot;,dflt:!1}},u=/^data:image\\/\\w+;base64,/;e.exports=function(t,e){var r,c,f;function h(t){return!(t in e)||i.validate(e[t],l[t])}if(e=e||{},i.isPlainObject(t)?(r=t.data||[],c=t.layout||{},f=t.config||{}):(t=i.getGraphDiv(t),r=i.extendDeep([],t.data),c=i.extendDeep({},t.layout),f=t._context),!h(&quot;width&quot;)||!h(&quot;height&quot;))throw new Error(&quot;Height and width should be pixel values.&quot;);if(!h(&quot;format&quot;))throw new Error(&quot;Image format is not jpeg, png, svg or webp.&quot;);var d={};function p(t,r){return i.coerce(e,d,l,t,r)}var g=p(&quot;format&quot;),v=p(&quot;width&quot;),m=p(&quot;height&quot;),y=p(&quot;scale&quot;),b=p(&quot;setBackground&quot;),x=p(&quot;imageDataOnly&quot;),_=document.createElement(&quot;div&quot;);_.style.position=&quot;absolute&quot;,_.style.left=&quot;-5000px&quot;,document.body.appendChild(_);var w=i.extendFlat({},c);v&amp;&amp;(w.width=v),m&amp;&amp;(w.height=m);var A=i.extendFlat({},f,{_exportedPlot:!0,staticPlot:!0,setBackground:b}),M=a.getRedrawFunc(_);function T(){return new Promise(function(t){setTimeout(t,a.getDelay(_._fullLayout))})}function k(){return new Promise(function(t,e){var r=o(_,g,y),a=_._fullLayout.width,l=_._fullLayout.height;if(n.purge(_),document.body.removeChild(_),&quot;svg&quot;===g)return t(x?r:&quot;data:image/svg+xml,&quot;+encodeURIComponent(r));var u=document.createElement(&quot;canvas&quot;);u.id=i.randstr(),s({format:g,width:a,height:l,scale:y,canvas:u,svg:r,promise:!0}).then(t).catch(e)})}return new Promise(function(t,e){n.plot(_,r,w,A).then(M).then(T).then(k).then(function(e){t(function(t){return x?t.replace(u,&quot;&quot;):t}(e))}).catch(function(t){e(t)})})}},{&quot;../lib&quot;:495,&quot;../snapshot/helpers&quot;:596,&quot;../snapshot/svgtoimg&quot;:598,&quot;../snapshot/tosvg&quot;:600,&quot;./plot_api&quot;:528}],535:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plots/plots&quot;),a=t(&quot;./plot_schema&quot;),o=t(&quot;./plot_config&quot;).dfltConfig,s=n.isPlainObject,l=Array.isArray,u=n.isArrayOrTypedArray;function c(t,e,r,i,a,o){o=o||[];for(var f=Object.keys(t),h=0;h&lt;f.length;h++){var v=f[h];if(&quot;transforms&quot;!==v){var m=o.slice();m.push(v);var y=t[v],b=e[v],x=g(r,v),_=&quot;info_array&quot;===(x||{}).valType,w=&quot;colorscale&quot;===(x||{}).valType,A=(x||{}).items;if(p(r,v))if(s(y)&amp;&amp;s(b))c(y,b,x,i,a,m);else if(_&amp;&amp;l(y)){y.length&gt;b.length&amp;&amp;i.push(d(&quot;unused&quot;,a,m.concat(b.length)));var M,T,k,E,L,S=b.length,C=Array.isArray(A);if(C&amp;&amp;(S=Math.min(S,A.length)),2===x.dimensions)for(T=0;T&lt;S;T++)if(l(y[T])){y[T].length&gt;b[T].length&amp;&amp;i.push(d(&quot;unused&quot;,a,m.concat(T,b[T].length)));var O=b[T].length;for(M=0;M&lt;(C?Math.min(O,A[T].length):O);M++)k=C?A[T][M]:A,E=y[T][M],L=b[T][M],n.validate(E,k)?L!==E&amp;&amp;L!==+E&amp;&amp;i.push(d(&quot;dynamic&quot;,a,m.concat(T,M),E,L)):i.push(d(&quot;value&quot;,a,m.concat(T,M),E))}else i.push(d(&quot;array&quot;,a,m.concat(T),y[T]));else for(T=0;T&lt;S;T++)k=C?A[T]:A,E=y[T],L=b[T],n.validate(E,k)?L!==E&amp;&amp;L!==+E&amp;&amp;i.push(d(&quot;dynamic&quot;,a,m.concat(T),E,L)):i.push(d(&quot;value&quot;,a,m.concat(T),E))}else if(x.items&amp;&amp;!_&amp;&amp;l(y)){var R,P,z=A[Object.keys(A)[0]],I=[];for(R=0;R&lt;b.length;R++){var N=b[R]._index||R;if((P=m.slice()).push(N),s(y[N])&amp;&amp;s(b[R])){I.push(N);var D=y[N],F=b[R];s(D)&amp;&amp;!1!==D.visible&amp;&amp;!1===F.visible?i.push(d(&quot;invisible&quot;,a,P)):c(D,F,z,i,a,P)}}for(R=0;R&lt;y.length;R++)(P=m.slice()).push(R),s(y[R])?-1===I.indexOf(R)&amp;&amp;i.push(d(&quot;unused&quot;,a,P)):i.push(d(&quot;object&quot;,a,P,y[R]))}else!s(y)&amp;&amp;s(b)?i.push(d(&quot;object&quot;,a,m,y)):u(y)||!u(b)||_||w?v in e?n.validate(y,x)?&quot;enumerated&quot;===x.valType&amp;&amp;(x.coerceNumber&amp;&amp;y!==+b||y!==b)&amp;&amp;i.push(d(&quot;dynamic&quot;,a,m,y,b)):i.push(d(&quot;value&quot;,a,m,y)):i.push(d(&quot;unused&quot;,a,m,y)):i.push(d(&quot;array&quot;,a,m,y));else i.push(d(&quot;schema&quot;,a,m))}}return i}e.exports=function(t,e){var r,u,f=a.get(),h=[],p={_context:n.extendFlat({},o)};l(t)?(p.data=n.extendDeep([],t),r=t):(p.data=[],r=[],h.push(d(&quot;array&quot;,&quot;data&quot;))),s(e)?(p.layout=n.extendDeep({},e),u=e):(p.layout={},u={},arguments.length&gt;1&amp;&amp;h.push(d(&quot;object&quot;,&quot;layout&quot;))),i.supplyDefaults(p);for(var g=p._fullData,v=r.length,m=0;m&lt;v;m++){var y=r[m],b=[&quot;data&quot;,m];if(s(y)){var x=g[m],_=x.type,w=f.traces[_].attributes;w.type={valType:&quot;enumerated&quot;,values:[_]},!1===x.visible&amp;&amp;!1!==y.visible&amp;&amp;h.push(d(&quot;invisible&quot;,b)),c(y,x,w,h,b);var A=y.transforms,M=x.transforms;if(A){l(A)||h.push(d(&quot;array&quot;,b,[&quot;transforms&quot;])),b.push(&quot;transforms&quot;);for(var T=0;T&lt;A.length;T++){var k=[&quot;transforms&quot;,T],E=A[T].type;if(s(A[T])){var L=f.transforms[E]?f.transforms[E].attributes:{};L.type={valType:&quot;enumerated&quot;,values:Object.keys(f.transforms)},c(A[T],M[T],L,h,b,k)}else h.push(d(&quot;object&quot;,b,k))}}}else h.push(d(&quot;object&quot;,b))}return c(u,p._fullLayout,function(t,e){for(var r=t.layout.layoutAttributes,i=0;i&lt;e.length;i++){var a=e[i],o=t.traces[a.type],s=o.layoutAttributes;s&amp;&amp;(a.subplot?n.extendFlat(r[o.attributes.subplot.dflt],s):n.extendFlat(r,s))}return r}(f,g),h,&quot;layout&quot;),0===h.length?void 0:h};var f={object:function(t,e){return(&quot;layout&quot;===t&amp;&amp;&quot;&quot;===e?&quot;The layout argument&quot;:&quot;data&quot;===t[0]&amp;&amp;&quot;&quot;===e?&quot;Trace &quot;+t[1]+&quot; in the data argument&quot;:h(t)+&quot;key &quot;+e)+&quot; must be linked to an object container&quot;},array:function(t,e){return(&quot;data&quot;===t?&quot;The data argument&quot;:h(t)+&quot;key &quot;+e)+&quot; must be linked to an array container&quot;},schema:function(t,e){return h(t)+&quot;key &quot;+e+&quot; is not part of the schema&quot;},unused:function(t,e,r){var n=s(r)?&quot;container&quot;:&quot;key&quot;;return h(t)+n+&quot; &quot;+e+&quot; did not get coerced&quot;},dynamic:function(t,e,r,n){return[h(t)+&quot;key&quot;,e,&quot;(set to &#x27;&quot;+r+&quot;&#x27;)&quot;,&quot;got reset to&quot;,&quot;&#x27;&quot;+n+&quot;&#x27;&quot;,&quot;during defaults.&quot;].join(&quot; &quot;)},invisible:function(t,e){return(e?h(t)+&quot;item &quot;+e:&quot;Trace &quot;+t[1])+&quot; got defaulted to be not visible&quot;},value:function(t,e,r){return[h(t)+&quot;key &quot;+e,&quot;is set to an invalid value (&quot;+r+&quot;)&quot;].join(&quot; &quot;)}};function h(t){return l(t)?&quot;In data trace &quot;+t[1]+&quot;, &quot;:&quot;In &quot;+t+&quot;, &quot;}function d(t,e,r,i,a){var o,s;r=r||&quot;&quot;,l(e)?(o=e[0],s=e[1]):(o=e,s=null);var u=function(t){if(!l(t))return String(t);for(var e=&quot;&quot;,r=0;r&lt;t.length;r++){var n=t[r];&quot;number&quot;==typeof n?e=e.substr(0,e.length-1)+&quot;[&quot;+n+&quot;]&quot;:e+=n,r&lt;t.length-1&amp;&amp;(e+=&quot;.&quot;)}return e}(r),c=f[t](e,u,i,a);return n.log(c),{code:t,container:o,trace:s,path:r,astr:u,msg:c}}function p(t,e){var r=m(e),n=r.keyMinusId,i=r.id;return!!(n in t&amp;&amp;t[n]._isSubplotObj&amp;&amp;i)||e in t}function g(t,e){return e in t?t[e]:t[m(e).keyMinusId]}var v=n.counterRegex(&quot;([a-z]+)&quot;);function m(t){var e=t.match(v);return{keyMinusId:e&amp;&amp;e[1],id:e&amp;&amp;e[2]}}},{&quot;../lib&quot;:495,&quot;../plots/plots&quot;:584,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530}],536:[function(t,e,r){&quot;use strict&quot;;e.exports={mode:{valType:&quot;enumerated&quot;,dflt:&quot;afterall&quot;,values:[&quot;immediate&quot;,&quot;next&quot;,&quot;afterall&quot;]},direction:{valType:&quot;enumerated&quot;,values:[&quot;forward&quot;,&quot;reverse&quot;],dflt:&quot;forward&quot;},fromcurrent:{valType:&quot;boolean&quot;,dflt:!1},frame:{duration:{valType:&quot;number&quot;,min:0,dflt:500},redraw:{valType:&quot;boolean&quot;,dflt:!0}},transition:{duration:{valType:&quot;number&quot;,min:0,dflt:500,editType:&quot;none&quot;},easing:{valType:&quot;enumerated&quot;,dflt:&quot;cubic-in-out&quot;,values:[&quot;linear&quot;,&quot;quad&quot;,&quot;cubic&quot;,&quot;sin&quot;,&quot;exp&quot;,&quot;circle&quot;,&quot;elastic&quot;,&quot;back&quot;,&quot;bounce&quot;,&quot;linear-in&quot;,&quot;quad-in&quot;,&quot;cubic-in&quot;,&quot;sin-in&quot;,&quot;exp-in&quot;,&quot;circle-in&quot;,&quot;elastic-in&quot;,&quot;back-in&quot;,&quot;bounce-in&quot;,&quot;linear-out&quot;,&quot;quad-out&quot;,&quot;cubic-out&quot;,&quot;sin-out&quot;,&quot;exp-out&quot;,&quot;circle-out&quot;,&quot;elastic-out&quot;,&quot;back-out&quot;,&quot;bounce-out&quot;,&quot;linear-in-out&quot;,&quot;quad-in-out&quot;,&quot;cubic-in-out&quot;,&quot;sin-in-out&quot;,&quot;exp-in-out&quot;,&quot;circle-in-out&quot;,&quot;elastic-in-out&quot;,&quot;back-in-out&quot;,&quot;bounce-in-out&quot;],editType:&quot;none&quot;},ordering:{valType:&quot;enumerated&quot;,values:[&quot;layout first&quot;,&quot;traces first&quot;],dflt:&quot;layout first&quot;,editType:&quot;none&quot;}}}},{}],537:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plot_api/plot_template&quot;);e.exports=function(t,e,r){var a,o,s=r.name,l=r.inclusionAttr||&quot;visible&quot;,u=e[s],c=n.isArrayOrTypedArray(t[s])?t[s]:[],f=e[s]=[],h=i.arrayTemplater(e,s,l);for(a=0;a&lt;c.length;a++){var d=c[a];n.isPlainObject(d)?o=h.newItem(d):(o=h.newItem({}))[l]=!1,o._index=a,!1!==o[l]&amp;&amp;r.handleItemDefaults(d,o,e,r),f.push(o)}var p=h.defaultItems();for(a=0;a&lt;p.length;a++)(o=p[a])._index=f.length,r.handleItemDefaults({},o,e,r,{}),f.push(o);if(n.isArrayOrTypedArray(u)){var g=Math.min(u.length,f.length);for(a=0;a&lt;g;a++)n.relinkPrivateKeys(f[a],u[a])}return f}},{&quot;../lib&quot;:495,&quot;../plot_api/plot_template&quot;:531}],538:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../components/fx/attributes&quot;);e.exports={type:{valType:&quot;enumerated&quot;,values:[],dflt:&quot;scatter&quot;,editType:&quot;calc+clearAxisTypes&quot;,_noTemplating:!0},visible:{valType:&quot;enumerated&quot;,values:[!0,!1,&quot;legendonly&quot;],dflt:!0,editType:&quot;calc&quot;},showlegend:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;style&quot;},legendgroup:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;style&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;style&quot;},name:{valType:&quot;string&quot;,editType:&quot;style&quot;},uid:{valType:&quot;string&quot;,editType:&quot;plot&quot;,anim:!0},ids:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;,anim:!0},customdata:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},selectedpoints:{valType:&quot;any&quot;,editType:&quot;calc&quot;},hoverinfo:{valType:&quot;flaglist&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;text&quot;,&quot;name&quot;],extras:[&quot;all&quot;,&quot;none&quot;,&quot;skip&quot;],arrayOk:!0,dflt:&quot;all&quot;,editType:&quot;none&quot;},hoverlabel:n.hoverlabel,stream:{token:{valType:&quot;string&quot;,noBlank:!0,strict:!0,editType:&quot;calc&quot;},maxpoints:{valType:&quot;number&quot;,min:0,max:1e4,dflt:500,editType:&quot;calc&quot;},editType:&quot;calc&quot;},transforms:{_isLinkedToArray:&quot;transform&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;}}},{&quot;../components/fx/attributes&quot;:406}],539:[function(t,e,r){&quot;use strict&quot;;e.exports={xaxis:{valType:&quot;subplotid&quot;,dflt:&quot;x&quot;,editType:&quot;calc+clearAxisTypes&quot;},yaxis:{valType:&quot;subplotid&quot;,dflt:&quot;y&quot;,editType:&quot;calc+clearAxisTypes&quot;}}},{}],540:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../constants/numerical&quot;).FP_SAFE,o=t(&quot;../../registry&quot;);function s(t,e){var r,n,a=[],o=l(e),s=u(t,e),c=s.min,f=s.max;if(0===c.length||0===f.length)return i.simpleMap(e.range,e.r2l);var h=c[0].val,d=f[0].val;for(r=1;r&lt;c.length&amp;&amp;h===d;r++)h=Math.min(h,c[r].val);for(r=1;r&lt;f.length&amp;&amp;h===d;r++)d=Math.max(d,f[r].val);var p=!1;if(e.range){var g=i.simpleMap(e.range,e.r2l);p=g[1]&lt;g[0]}&quot;reversed&quot;===e.autorange&amp;&amp;(p=!0,e.autorange=!0);var v,m,y,b,x,_,w=e.rangemode,A=&quot;tozero&quot;===w,M=&quot;nonnegative&quot;===w,T=e._length,k=T/10,E=0;for(r=0;r&lt;c.length;r++)for(v=c[r],n=0;n&lt;f.length;n++)(_=(m=f[n]).val-v.val)&gt;0&amp;&amp;((x=T-o(v)-o(m))&gt;k?_/x&gt;E&amp;&amp;(y=v,b=m,E=_/x):_/T&gt;E&amp;&amp;(y={val:v.val,pad:0},b={val:m.val,pad:0},E=_/T));if(h===d){var L=h-1,S=h+1;if(A)if(0===h)a=[0,1];else{var C=(h&gt;0?f:c).reduce(function(t,e){return Math.max(t,o(e))},0),O=h/(1-Math.min(.5,C/T));a=h&gt;0?[0,O]:[O,0]}else a=M?[Math.max(0,L),Math.max(1,S)]:[L,S]}else A?(y.val&gt;=0&amp;&amp;(y={val:0,pad:0}),b.val&lt;=0&amp;&amp;(b={val:0,pad:0})):M&amp;&amp;(y.val-E*o(y)&lt;0&amp;&amp;(y={val:0,pad:0}),b.val&lt;=0&amp;&amp;(b={val:1,pad:0})),E=(b.val-y.val)/(T-o(y)-o(b)),a=[y.val-E*o(y),b.val+E*o(b)];return p&amp;&amp;a.reverse(),i.simpleMap(a,e.l2r||Number)}function l(t){var e=t._length/20;return&quot;domain&quot;===t.constrain&amp;&amp;t._inputDomain&amp;&amp;(e*=(t._inputDomain[1]-t._inputDomain[0])/(t.domain[1]-t.domain[0])),function(t){return t.pad+(t.extrapad?e:0)}}function u(t,e){var r,n,i,a=e._id,o=t._fullData,s=t._fullLayout,l=[],u=[];function h(t,e){for(r=0;r&lt;e.length;r++){var o=t[e[r]],s=(o._extremes||{})[a];if(!0===o.visible&amp;&amp;s){for(n=0;n&lt;s.min.length;n++)i=s.min[n],c(l,i.val,i.pad,{extrapad:i.extrapad});for(n=0;n&lt;s.max.length;n++)i=s.max[n],f(u,i.val,i.pad,{extrapad:i.extrapad})}}}return h(o,e._traceIndices),h(s.annotations||[],e._annIndices||[]),h(s.shapes||[],e._shapeIndices||[]),{min:l,max:u}}function c(t,e,r,n){h(t,e,r,n,p)}function f(t,e,r,n){h(t,e,r,n,g)}function h(t,e,r,n,i){for(var a=n.tozero,o=n.extrapad,s=!0,l=0;l&lt;t.length&amp;&amp;s;l++){var u=t[l];if(i(u.val,e)&amp;&amp;u.pad&gt;=r&amp;&amp;(u.extrapad||!o)){s=!1;break}i(e,u.val)&amp;&amp;u.pad&lt;=r&amp;&amp;(o||!u.extrapad)&amp;&amp;(t.splice(l,1),l--)}if(s){var c=a&amp;&amp;0===e;t.push({val:e,pad:c?0:r,extrapad:!c&amp;&amp;o})}}function d(t){return n(t)&amp;&amp;Math.abs(t)&lt;a}function p(t,e){return t&lt;=e}function g(t,e){return t&gt;=e}e.exports={getAutoRange:s,makePadFn:l,doAutoRange:function(t,e){if(e.setScale(),e.autorange){e.range=s(t,e),e._r=e.range.slice(),e._rl=i.simpleMap(e._r,e.r2l);var r=e._input,n={};n[e._attr+&quot;.range&quot;]=e.range,n[e._attr+&quot;.autorange&quot;]=e.autorange,o.call(&quot;_storeDirectGUIEdit&quot;,t.layout,t._fullLayout._preGUI,n),r.range=e.range.slice(),r.autorange=e.autorange}var a=e._anchorAxis;if(a&amp;&amp;a.rangeslider){var l=a.rangeslider[e._name];l&amp;&amp;&quot;auto&quot;===l.rangemode&amp;&amp;(l.range=s(t,e)),a._input.rangeslider[e._name]=i.extendFlat({},l)}},findExtremes:function(t,e,r){r||(r={});t._m||t.setScale();var i,o,s,l,u,h,p,g,v,m=[],y=[],b=e.length,x=r.padded||!1,_=r.tozero&amp;&amp;(&quot;linear&quot;===t.type||&quot;-&quot;===t.type),w=&quot;log&quot;===t.type,A=!1;function M(t){if(Array.isArray(t))return A=!0,function(e){return Math.max(Number(t[e]||0),0)};var e=Math.max(Number(t||0),0);return function(){return e}}var T=M((t._m&gt;0?r.ppadplus:r.ppadminus)||r.ppad||0),k=M((t._m&gt;0?r.ppadminus:r.ppadplus)||r.ppad||0),E=M(r.vpadplus||r.vpad),L=M(r.vpadminus||r.vpad);if(!A){if(g=1/0,v=-1/0,w)for(i=0;i&lt;b;i++)(o=e[i])&lt;g&amp;&amp;o&gt;0&amp;&amp;(g=o),o&gt;v&amp;&amp;o&lt;a&amp;&amp;(v=o);else for(i=0;i&lt;b;i++)(o=e[i])&lt;g&amp;&amp;o&gt;-a&amp;&amp;(g=o),o&gt;v&amp;&amp;o&lt;a&amp;&amp;(v=o);e=[g,v],b=2}var S={tozero:_,extrapad:x};function C(r){s=e[r],n(s)&amp;&amp;(h=T(r),p=k(r),g=s-L(r),v=s+E(r),w&amp;&amp;g&lt;v/10&amp;&amp;(g=v/10),l=t.c2l(g),u=t.c2l(v),_&amp;&amp;(l=Math.min(0,l),u=Math.max(0,u)),d(l)&amp;&amp;c(m,l,p,S),d(u)&amp;&amp;f(y,u,h,S))}var O=Math.min(6,b);for(i=0;i&lt;O;i++)C(i);for(i=b-1;i&gt;=O;i--)C(i);return{min:m,max:y,opts:r}},concatExtremes:u}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;fast-isnumeric&quot;:90}],541:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../components/titles&quot;),c=t(&quot;../../components/color&quot;),f=t(&quot;../../components/drawing&quot;),h=t(&quot;./layout_attributes&quot;),d=t(&quot;./clean_ticks&quot;),p=t(&quot;../../constants/numerical&quot;),g=p.ONEAVGYEAR,v=p.ONEAVGMONTH,m=p.ONEDAY,y=p.ONEHOUR,b=p.ONEMIN,x=p.ONESEC,_=p.MINUS_SIGN,w=p.BADNUM,A=t(&quot;../../constants/alignment&quot;).MID_SHIFT,M=t(&quot;../../constants/alignment&quot;).LINE_SPACING,T=e.exports={};T.setConvert=t(&quot;./set_convert&quot;);var k=t(&quot;./axis_autotype&quot;),E=t(&quot;./axis_ids&quot;);T.id2name=E.id2name,T.name2id=E.name2id,T.cleanId=E.cleanId,T.list=E.list,T.listIds=E.listIds,T.getFromId=E.getFromId,T.getFromTrace=E.getFromTrace;var L=t(&quot;./autorange&quot;);T.getAutoRange=L.getAutoRange,T.findExtremes=L.findExtremes,T.coerceRef=function(t,e,r,n,i,a){var o=n.charAt(n.length-1),l=r._fullLayout._subplots[o+&quot;axis&quot;],u=n+&quot;ref&quot;,c={};return i||(i=l[0]||a),a||(a=i),c[u]={valType:&quot;enumerated&quot;,values:l.concat(a?[a]:[]),dflt:i},s.coerce(t,e,c,u)},T.coercePosition=function(t,e,r,n,i,a){var o,l;if(&quot;paper&quot;===n||&quot;pixel&quot;===n)o=s.ensureNumber,l=r(i,a);else{var u=T.getFromId(e,n);l=r(i,a=u.fraction2r(a)),o=u.cleanPos}t[i]=o(l)},T.cleanPosition=function(t,e,r){return(&quot;paper&quot;===r||&quot;pixel&quot;===r?s.ensureNumber:T.getFromId(e,r).cleanPos)(t)},T.redrawComponents=function(t,e){e=e||T.listIds(t);var r=t._fullLayout;function n(n,i,a,s){for(var l=o.getComponentMethod(n,i),u={},c=0;c&lt;e.length;c++)for(var f=r[T.id2name(e[c])][a],h=0;h&lt;f.length;h++){var d=f[h];if(!u[d]&amp;&amp;(l(t,d),u[d]=1,s))return}}n(&quot;annotations&quot;,&quot;drawOne&quot;,&quot;_annIndices&quot;),n(&quot;shapes&quot;,&quot;drawOne&quot;,&quot;_shapeIndices&quot;),n(&quot;images&quot;,&quot;draw&quot;,&quot;_imgIndices&quot;,!0)};var S=T.getDataConversions=function(t,e,r,n){var i,a=&quot;x&quot;===r||&quot;y&quot;===r||&quot;z&quot;===r?r:n;if(Array.isArray(a)){if(i={type:k(n),_categories:[]},T.setConvert(i),&quot;category&quot;===i.type)for(var o=0;o&lt;n.length;o++)i.d2c(n[o])}else i=T.getFromTrace(t,e,a);return i?{d2c:i.d2c,c2d:i.c2d}:&quot;ids&quot;===a?{d2c:O,c2d:O}:{d2c:C,c2d:C}};function C(t){return+t}function O(t){return String(t)}T.getDataToCoordFunc=function(t,e,r,n){return S(t,e,r,n).d2c},T.counterLetter=function(t){var e=t.charAt(0);return&quot;x&quot;===e?&quot;y&quot;:&quot;y&quot;===e?&quot;x&quot;:void 0},T.minDtick=function(t,e,r,n){-1===[&quot;log&quot;,&quot;category&quot;,&quot;multicategory&quot;].indexOf(t.type)&amp;&amp;n?void 0===t._minDtick?(t._minDtick=e,t._forceTick0=r):t._minDtick&amp;&amp;((t._minDtick/e+1e-6)%1&lt;2e-6&amp;&amp;((r-t._forceTick0)/e%1+1.000001)%1&lt;2e-6?(t._minDtick=e,t._forceTick0=r):((e/t._minDtick+1e-6)%1&gt;2e-6||((r-t._forceTick0)/t._minDtick%1+1.000001)%1&gt;2e-6)&amp;&amp;(t._minDtick=0)):t._minDtick=0},T.saveRangeInitial=function(t,e){for(var r=T.list(t,&quot;&quot;,!0),n=!1,i=0;i&lt;r.length;i++){var a=r[i],o=void 0===a._rangeInitial,s=o||!(a.range[0]===a._rangeInitial[0]&amp;&amp;a.range[1]===a._rangeInitial[1]);(o&amp;&amp;!1===a.autorange||e&amp;&amp;s)&amp;&amp;(a._rangeInitial=a.range.slice(),n=!0)}return n},T.saveShowSpikeInitial=function(t,e){for(var r=T.list(t,&quot;&quot;,!0),n=!1,i=&quot;on&quot;,a=0;a&lt;r.length;a++){var o=r[a],s=void 0===o._showSpikeInitial,l=s||!(o.showspikes===o._showspikes);(s||e&amp;&amp;l)&amp;&amp;(o._showSpikeInitial=o.showspikes,n=!0),&quot;on&quot;!==i||o.showspikes||(i=&quot;off&quot;)}return t._fullLayout._cartesianSpikesEnabled=i,n},T.autoBin=function(t,e,r,n,a,o){var l,u=s.aggNums(Math.min,null,t),c=s.aggNums(Math.max,null,t);if(&quot;category&quot;===e.type||&quot;multicategory&quot;===e.type)return{start:u-.5,end:c+.5,size:Math.max(1,Math.round(o)||1),_dataSpan:c-u};if(a||(a=e.calendar),l=&quot;log&quot;===e.type?{type:&quot;linear&quot;,range:[u,c]}:{type:e.type,range:s.simpleMap([u,c],e.c2r,0,a),calendar:a},T.setConvert(l),o=o&amp;&amp;d.dtick(o,l.type))l.dtick=o,l.tick0=d.tick0(void 0,l.type,a);else{var f;if(r)f=(c-u)/r;else{var h=s.distinctVals(t),p=Math.pow(10,Math.floor(Math.log(h.minDiff)/Math.LN10)),g=p*s.roundUp(h.minDiff/p,[.9,1.9,4.9,9.9],!0);f=Math.max(g,2*s.stdev(t)/Math.pow(t.length,n?.25:.4)),i(f)||(f=1)}T.autoTicks(l,f)}var v,y=l.dtick,b=T.tickIncrement(T.tickFirst(l),y,&quot;reverse&quot;,a);if(&quot;number&quot;==typeof y)v=(b=function(t,e,r,n,a){var o=0,s=0,l=0,u=0;function c(e){return(1+100*(e-t)/r.dtick)%100&lt;2}for(var f=0;f&lt;e.length;f++)e[f]%1==0?l++:i(e[f])||u++,c(e[f])&amp;&amp;o++,c(e[f]+r.dtick/2)&amp;&amp;s++;var h=e.length-u;if(l===h&amp;&amp;&quot;date&quot;!==r.type)r.dtick&lt;1?t=n-.5*r.dtick:(t-=.5)+r.dtick&lt;n&amp;&amp;(t+=r.dtick);else if(s&lt;.1*h&amp;&amp;(o&gt;.3*h||c(n)||c(a))){var d=r.dtick/2;t+=t+d&lt;n?d:-d}return t}(b,t,l,u,c))+(1+Math.floor((c-b)/y))*y;else for(&quot;M&quot;===l.dtick.charAt(0)&amp;&amp;(b=function(t,e,r,n,i){var a=s.findExactDates(e,i);if(a.exactDays&gt;.8){var o=Number(r.substr(1));a.exactYears&gt;.8&amp;&amp;o%12==0?t=T.tickIncrement(t,&quot;M6&quot;,&quot;reverse&quot;)+1.5*m:a.exactMonths&gt;.8?t=T.tickIncrement(t,&quot;M1&quot;,&quot;reverse&quot;)+15.5*m:t-=m/2;var l=T.tickIncrement(t,r);if(l&lt;=n)return l}return t}(b,t,y,u,a)),v=b,0;v&lt;=c;)v=T.tickIncrement(v,y,!1,a),0;return{start:e.c2r(b,0,a),end:e.c2r(v,0,a),size:y,_dataSpan:c-u}},T.prepTicks=function(t){var e=s.simpleMap(t.range,t.r2l);if(&quot;auto&quot;===t.tickmode||!t.dtick){var r,n=t.nticks;n||(&quot;category&quot;===t.type||&quot;multicategory&quot;===t.type?(r=t.tickfont?1.2*(t.tickfont.size||12):15,n=t._length/r):(r=&quot;y&quot;===t._id.charAt(0)?40:80,n=s.constrain(t._length/r,4,9)+1),&quot;radialaxis&quot;===t._name&amp;&amp;(n*=2)),&quot;array&quot;===t.tickmode&amp;&amp;(n*=100),T.autoTicks(t,Math.abs(e[1]-e[0])/n),t._minDtick&gt;0&amp;&amp;t.dtick&lt;2*t._minDtick&amp;&amp;(t.dtick=t._minDtick,t.tick0=t.l2r(t._forceTick0))}t.tick0||(t.tick0=&quot;date&quot;===t.type?&quot;2000-01-01&quot;:0),&quot;date&quot;===t.type&amp;&amp;t.dtick&lt;.1&amp;&amp;(t.dtick=.1),B(t)},T.calcTicks=function(t){T.prepTicks(t);var e=s.simpleMap(t.range,t.r2l);if(&quot;array&quot;===t.tickmode)return function(t){var e=t.tickvals,r=t.ticktext,n=new Array(e.length),i=s.simpleMap(t.range,t.r2l),a=1.0001*i[0]-1e-4*i[1],o=1.0001*i[1]-1e-4*i[0],l=Math.min(a,o),u=Math.max(a,o),c=0;Array.isArray(r)||(r=[]);var f=&quot;category&quot;===t.type?t.d2l_noadd:t.d2l;&quot;log&quot;===t.type&amp;&amp;&quot;L&quot;!==String(t.dtick).charAt(0)&amp;&amp;(t.dtick=&quot;L&quot;+Math.pow(10,Math.floor(Math.min(t.range[0],t.range[1]))-1));for(var h=0;h&lt;e.length;h++){var d=f(e[h]);d&gt;l&amp;&amp;d&lt;u&amp;&amp;(void 0===r[h]?n[c]=T.tickText(t,d):n[c]=U(t,d,String(r[h])),c++)}c&lt;e.length&amp;&amp;n.splice(c,e.length-c);return n}(t);t._tmin=T.tickFirst(t);var r=1.0001*e[0]-1e-4*e[1],n=1.0001*e[1]-1e-4*e[0],i=e[1]&lt;e[0];if(t._tmin&lt;r!==i)return[];var a=[];&quot;category&quot;!==t.type&amp;&amp;&quot;multicategory&quot;!==t.type||(n=i?Math.max(-.5,n):Math.min(t._categories.length-.5,n));for(var o=null,l=Math.max(1e3,t._length||0),u=t._tmin;(i?u&gt;=n:u&lt;=n)&amp;&amp;!(a.length&gt;l||u===o);u=T.tickIncrement(u,t.dtick,i,t.calendar))o=u,a.push(u);rt(t)&amp;&amp;360===Math.abs(e[1]-e[0])&amp;&amp;a.pop(),t._tmax=a[a.length-1],t._prevDateHead=&quot;&quot;,t._inCalcTicks=!0;for(var c=new Array(a.length),f=0;f&lt;a.length;f++)c[f]=T.tickText(t,a[f]);return t._inCalcTicks=!1,c};var R=[2,5,10],P=[1,2,3,6,12],z=[1,2,5,10,15,30],I=[1,2,3,7,14],N=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],D=[-.301,0,.301,.699,1],F=[15,30,45,90,180];function j(t,e,r){return e*s.roundUp(t/e,r)}function B(t){var e=t.dtick;if(t._tickexponent=0,i(e)||&quot;string&quot;==typeof e||(e=1),&quot;category&quot;!==t.type&amp;&amp;&quot;multicategory&quot;!==t.type||(t._tickround=null),&quot;date&quot;===t.type){var r=t.r2l(t.tick0),n=t.l2r(r).replace(/(^-|i)/g,&quot;&quot;),a=n.length;if(&quot;M&quot;===String(e).charAt(0))a&gt;10||&quot;01-01&quot;!==n.substr(5)?t._tickround=&quot;d&quot;:t._tickround=+e.substr(1)%12==0?&quot;y&quot;:&quot;m&quot;;else if(e&gt;=m&amp;&amp;a&lt;=10||e&gt;=15*m)t._tickround=&quot;d&quot;;else if(e&gt;=b&amp;&amp;a&lt;=16||e&gt;=y)t._tickround=&quot;M&quot;;else if(e&gt;=x&amp;&amp;a&lt;=19||e&gt;=b)t._tickround=&quot;S&quot;;else{var o=t.l2r(r+e).replace(/^-/,&quot;&quot;).length;t._tickround=Math.max(a,o)-20,t._tickround&lt;0&amp;&amp;(t._tickround=4)}}else if(i(e)||&quot;L&quot;===e.charAt(0)){var s=t.range.map(t.r2d||Number);i(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var l=Math.max(Math.abs(s[0]),Math.abs(s[1])),u=Math.floor(Math.log(l)/Math.LN10+.01);Math.abs(u)&gt;3&amp;&amp;(H(t.exponentformat)&amp;&amp;!q(u)?t._tickexponent=3*Math.round((u-1)/3):t._tickexponent=u)}else t._tickround=null}function U(t,e,r){var n=t.tickfont||{};return{x:e,dx:0,dy:0,text:r||&quot;&quot;,fontSize:n.size,font:n.family,fontColor:n.color}}T.autoTicks=function(t,e){var r;function n(t){return Math.pow(t,Math.floor(Math.log(e)/Math.LN10))}if(&quot;date&quot;===t.type){t.tick0=s.dateTick0(t.calendar);var a=2*e;a&gt;g?(e/=g,r=n(10),t.dtick=&quot;M&quot;+12*j(e,r,R)):a&gt;v?(e/=v,t.dtick=&quot;M&quot;+j(e,1,P)):a&gt;m?(t.dtick=j(e,m,I),t.tick0=s.dateTick0(t.calendar,!0)):a&gt;y?t.dtick=j(e,y,P):a&gt;b?t.dtick=j(e,b,z):a&gt;x?t.dtick=j(e,x,z):(r=n(10),t.dtick=j(e,r,R))}else if(&quot;log&quot;===t.type){t.tick0=0;var o=s.simpleMap(t.range,t.r2l);if(e&gt;.7)t.dtick=Math.ceil(e);else if(Math.abs(o[1]-o[0])&lt;1){var l=1.5*Math.abs((o[1]-o[0])/e);e=Math.abs(Math.pow(10,o[1])-Math.pow(10,o[0]))/l,r=n(10),t.dtick=&quot;L&quot;+j(e,r,R)}else t.dtick=e&gt;.3?&quot;D2&quot;:&quot;D1&quot;}else&quot;category&quot;===t.type||&quot;multicategory&quot;===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):rt(t)?(t.tick0=0,r=1,t.dtick=j(e,r,F)):(t.tick0=0,r=n(10),t.dtick=j(e,r,R));if(0===t.dtick&amp;&amp;(t.dtick=1),!i(t.dtick)&amp;&amp;&quot;string&quot;!=typeof t.dtick){var u=t.dtick;throw t.dtick=1,&quot;ax.dtick error: &quot;+String(u)}},T.tickIncrement=function(t,e,r,a){var o=r?-1:1;if(i(e))return t+o*e;var l=e.charAt(0),u=o*Number(e.substr(1));if(&quot;M&quot;===l)return s.incrementMonth(t,u,a);if(&quot;L&quot;===l)return Math.log(Math.pow(10,t)+u)/Math.LN10;if(&quot;D&quot;===l){var c=&quot;D2&quot;===e?D:N,f=t+.01*o,h=s.roundUp(s.mod(f,1),c,r);return Math.floor(f)+Math.log(n.round(Math.pow(10,h),1))/Math.LN10}throw&quot;unrecognized dtick &quot;+String(e)},T.tickFirst=function(t){var e=t.r2l||Number,r=s.simpleMap(t.range,e),a=r[1]&lt;r[0],o=a?Math.floor:Math.ceil,l=1.0001*r[0]-1e-4*r[1],u=t.dtick,c=e(t.tick0);if(i(u)){var f=o((l-c)/u)*u+c;return&quot;category&quot;!==t.type&amp;&amp;&quot;multicategory&quot;!==t.type||(f=s.constrain(f,0,t._categories.length-1)),f}var h=u.charAt(0),d=Number(u.substr(1));if(&quot;M&quot;===h){for(var p,g,v,m=0,y=c;m&lt;10;){if(((p=T.tickIncrement(y,u,a,t.calendar))-l)*(y-l)&lt;=0)return a?Math.min(y,p):Math.max(y,p);g=(l-(y+p)/2)/(p-y),v=h+(Math.abs(Math.round(g))||1)*d,y=T.tickIncrement(y,v,g&lt;0?!a:a,t.calendar),m++}return s.error(&quot;tickFirst did not converge&quot;,t),y}if(&quot;L&quot;===h)return Math.log(o((Math.pow(10,l)-c)/d)*d+c)/Math.LN10;if(&quot;D&quot;===h){var b=&quot;D2&quot;===u?D:N,x=s.roundUp(s.mod(l,1),b,a);return Math.floor(l)+Math.log(n.round(Math.pow(10,x),1))/Math.LN10}throw&quot;unrecognized dtick &quot;+String(u)},T.tickText=function(t,e,r){var n,a=U(t,e),o=&quot;array&quot;===t.tickmode,l=r||o,u=t.type,c=&quot;category&quot;===u?t.d2l_noadd:t.d2l;if(o&amp;&amp;Array.isArray(t.ticktext)){var f=s.simpleMap(t.range,t.r2l),h=Math.abs(f[1]-f[0])/1e4;for(n=0;n&lt;t.ticktext.length&amp;&amp;!(Math.abs(e-c(t.tickvals[n]))&lt;h);n++);if(n&lt;t.ticktext.length)return a.text=String(t.ticktext[n]),a}function d(n){if(void 0===n)return!0;if(r)return&quot;none&quot;===n;var i={first:t._tmin,last:t._tmax}[n];return&quot;all&quot;!==n&amp;&amp;e!==i}var p=r?&quot;never&quot;:&quot;none&quot;!==t.exponentformat&amp;&amp;d(t.showexponent)?&quot;hide&quot;:&quot;&quot;;if(&quot;date&quot;===u?function(t,e,r,n){var a=t._tickround,o=r&amp;&amp;t.hoverformat||T.getTickFormat(t);n&amp;&amp;(a=i(a)?4:{y:&quot;m&quot;,m:&quot;d&quot;,d:&quot;M&quot;,M:&quot;S&quot;,S:4}[a]);var l,u=s.formatDate(e.x,o,a,t._dateFormat,t.calendar,t._extraFormat),c=u.indexOf(&quot;\\n&quot;);-1!==c&amp;&amp;(l=u.substr(c+1),u=u.substr(0,c));n&amp;&amp;(&quot;00:00:00&quot;===u||&quot;00:00&quot;===u?(u=l,l=&quot;&quot;):8===u.length&amp;&amp;(u=u.replace(/:00$/,&quot;&quot;)));l&amp;&amp;(r?&quot;d&quot;===a?u+=&quot;, &quot;+l:u=l+(u?&quot;, &quot;+u:&quot;&quot;):t._inCalcTicks&amp;&amp;l===t._prevDateHead||(u+=&quot;&lt;br&gt;&quot;+l,t._prevDateHead=l));e.text=u}(t,a,r,l):&quot;log&quot;===u?function(t,e,r,n,a){var o=t.dtick,l=e.x,u=t.tickformat,c=&quot;string&quot;==typeof o&amp;&amp;o.charAt(0);&quot;never&quot;===a&amp;&amp;(a=&quot;&quot;);n&amp;&amp;&quot;L&quot;!==c&amp;&amp;(o=&quot;L3&quot;,c=&quot;L&quot;);if(u||&quot;L&quot;===c)e.text=G(Math.pow(10,l),t,a,n);else if(i(o)||&quot;D&quot;===c&amp;&amp;s.mod(l+.01,1)&lt;.1){var f=Math.round(l),h=Math.abs(f),d=t.exponentformat;&quot;power&quot;===d||H(d)&amp;&amp;q(f)?(e.text=0===f?1:1===f?&quot;10&quot;:&quot;10&lt;sup&gt;&quot;+(f&gt;1?&quot;&quot;:_)+h+&quot;&lt;/sup&gt;&quot;,e.fontSize*=1.25):(&quot;e&quot;===d||&quot;E&quot;===d)&amp;&amp;h&gt;2?e.text=&quot;1&quot;+d+(f&gt;0?&quot;+&quot;:_)+h:(e.text=G(Math.pow(10,l),t,&quot;&quot;,&quot;fakehover&quot;),&quot;D1&quot;===o&amp;&amp;&quot;y&quot;===t._id.charAt(0)&amp;&amp;(e.dy-=e.fontSize/6))}else{if(&quot;D&quot;!==c)throw&quot;unrecognized dtick &quot;+String(o);e.text=String(Math.round(Math.pow(10,s.mod(l,1)))),e.fontSize*=.75}if(&quot;D1&quot;===t.dtick){var p=String(e.text).charAt(0);&quot;0&quot;!==p&amp;&amp;&quot;1&quot;!==p||(&quot;y&quot;===t._id.charAt(0)?e.dx-=e.fontSize/4:(e.dy+=e.fontSize/2,e.dx+=(t.range[1]&gt;t.range[0]?1:-1)*e.fontSize*(l&lt;0?.5:.25)))}}(t,a,0,l,p):&quot;category&quot;===u?function(t,e){var r=t._categories[Math.round(e.x)];void 0===r&amp;&amp;(r=&quot;&quot;);e.text=String(r)}(t,a):&quot;multicategory&quot;===u?function(t,e,r){var n=Math.round(e.x),i=t._categories[n]||[],a=void 0===i[1]?&quot;&quot;:String(i[1]),o=void 0===i[0]?&quot;&quot;:String(i[0]);r?e.text=o+&quot; - &quot;+a:(e.text=a,e.text2=o)}(t,a,r):rt(t)?function(t,e,r,n,i){if(&quot;radians&quot;!==t.thetaunit||r)e.text=G(e.x,t,i,n);else{var a=e.x/180;if(0===a)e.text=&quot;0&quot;;else{var o=function(t){function e(t,e){return Math.abs(t-e)&lt;=1e-6}var r=function(t){var r=1;for(;!e(Math.round(t*r)/r,t);)r*=10;return r}(t),n=t*r,i=Math.abs(function t(r,n){return e(n,0)?r:t(n,r%n)}(n,r));return[Math.round(n/i),Math.round(r/i)]}(a);if(o[1]&gt;=100)e.text=G(s.deg2rad(e.x),t,i,n);else{var l=e.x&lt;0;1===o[1]?1===o[0]?e.text=&quot;\\u03c0&quot;:e.text=o[0]+&quot;\\u03c0&quot;:e.text=[&quot;&lt;sup&gt;&quot;,o[0],&quot;&lt;/sup&gt;&quot;,&quot;\\u2044&quot;,&quot;&lt;sub&gt;&quot;,o[1],&quot;&lt;/sub&gt;&quot;,&quot;\\u03c0&quot;].join(&quot;&quot;),l&amp;&amp;(e.text=_+e.text)}}}}(t,a,r,l,p):function(t,e,r,n,i){&quot;never&quot;===i?i=&quot;&quot;:&quot;all&quot;===t.showexponent&amp;&amp;Math.abs(e.x/t.dtick)&lt;1e-6&amp;&amp;(i=&quot;hide&quot;);e.text=G(e.x,t,i,n)}(t,a,0,l,p),t.tickprefix&amp;&amp;!d(t.showtickprefix)&amp;&amp;(a.text=t.tickprefix+a.text),t.ticksuffix&amp;&amp;!d(t.showticksuffix)&amp;&amp;(a.text+=t.ticksuffix),&quot;boundaries&quot;===t.tickson||t.showdividers){var g=function(e){var r=t.l2p(e);return r&gt;=0&amp;&amp;r&lt;=t._length?e:null};a.xbnd=[g(a.x-.5),g(a.x+t.dtick-.5)]}return a},T.hoverLabelText=function(t,e,r){if(r!==w&amp;&amp;r!==e)return T.hoverLabelText(t,e)+&quot; - &quot;+T.hoverLabelText(t,r);var n=&quot;log&quot;===t.type&amp;&amp;e&lt;=0,i=T.tickText(t,t.c2l(n?-e:e),&quot;hover&quot;).text;return n?0===e?&quot;0&quot;:_+i:i};var V=[&quot;f&quot;,&quot;p&quot;,&quot;n&quot;,&quot;\\u03bc&quot;,&quot;m&quot;,&quot;&quot;,&quot;k&quot;,&quot;M&quot;,&quot;G&quot;,&quot;T&quot;];function H(t){return&quot;SI&quot;===t||&quot;B&quot;===t}function q(t){return t&gt;14||t&lt;-15}function G(t,e,r,n){var a=t&lt;0,o=e._tickround,l=r||e.exponentformat||&quot;B&quot;,u=e._tickexponent,c=T.getTickFormat(e),f=e.separatethousands;if(n){var h={exponentformat:l,dtick:&quot;none&quot;===e.showexponent?e.dtick:i(t)&amp;&amp;Math.abs(t)||1,range:&quot;none&quot;===e.showexponent?e.range.map(e.r2d):[0,t||1]};B(h),o=(Number(h._tickround)||0)+4,u=h._tickexponent,e.hoverformat&amp;&amp;(c=e.hoverformat)}if(c)return e._numFormat(c)(t).replace(/-/g,_);var d,p=Math.pow(10,-o)/2;if(&quot;none&quot;===l&amp;&amp;(u=0),(t=Math.abs(t))&lt;p)t=&quot;0&quot;,a=!1;else{if(t+=p,u&amp;&amp;(t*=Math.pow(10,-u),o+=u),0===o)t=String(Math.floor(t));else if(o&lt;0){t=(t=String(Math.round(t))).substr(0,t.length+o);for(var g=o;g&lt;0;g++)t+=&quot;0&quot;}else{var v=(t=String(t)).indexOf(&quot;.&quot;)+1;v&amp;&amp;(t=t.substr(0,v+o).replace(/\\.?0+$/,&quot;&quot;))}t=s.numSeparate(t,e._separators,f)}u&amp;&amp;&quot;hide&quot;!==l&amp;&amp;(H(l)&amp;&amp;q(u)&amp;&amp;(l=&quot;power&quot;),d=u&lt;0?_+-u:&quot;power&quot;!==l?&quot;+&quot;+u:String(u),&quot;e&quot;===l||&quot;E&quot;===l?t+=l+d:&quot;power&quot;===l?t+=&quot;\\xd710&lt;sup&gt;&quot;+d+&quot;&lt;/sup&gt;&quot;:&quot;B&quot;===l&amp;&amp;9===u?t+=&quot;B&quot;:H(l)&amp;&amp;(t+=V[u/3+5]));return a?_+t:t}function X(t,e){var r=t._id.charAt(0),n=t._tickAngles[e]||0,i=s.deg2rad(n),a=Math.sin(i),o=Math.cos(i),l=0,u=0;return t._selections[e].each(function(){var t=Q(this),e=f.bBox(t.node()),r=e.width,n=e.height;l=Math.max(l,o*r,a*n),u=Math.max(u,a*r,o*n)}),{x:u,y:l}[r]}function W(t){return[t.text,t.x,t.axInfo,t.font,t.fontSize,t.fontColor].join(&quot;_&quot;)}function Y(t,e){var r,n=t._fullLayout._size,i=e._id.charAt(0),a=e.side;return&quot;free&quot;!==e.anchor?r=E.getFromId(t,e.anchor):&quot;x&quot;===i?r={_offset:n.t+(1-(e.position||0))*n.h,_length:0}:&quot;y&quot;===i&amp;&amp;(r={_offset:n.l+(e.position||0)*n.w,_length:0}),&quot;top&quot;===a||&quot;left&quot;===a?r._offset:&quot;bottom&quot;===a||&quot;right&quot;===a?r._offset+r._length:void 0}function Z(t,e){var r=t.l2p(e);return r&gt;1&amp;&amp;r&lt;t._length-1}function Q(t){var e=n.select(t),r=e.select(&quot;.text-math-group&quot;);return r.empty()?e.select(&quot;text&quot;):r}function $(t){return t._id+&quot;.automargin&quot;}function J(t){return t._id+&quot;.rangeslider&quot;}function K(t,e){for(var r=0;r&lt;e.length;r++)-1===t.indexOf(e[r])&amp;&amp;t.push(e[r])}function tt(t,e,r){var n,i,a=[],o=[],l=t.layout;for(n=0;n&lt;e.length;n++)a.push(T.getFromId(t,e[n]));for(n=0;n&lt;r.length;n++)o.push(T.getFromId(t,r[n]));var u=Object.keys(h),c=[&quot;anchor&quot;,&quot;domain&quot;,&quot;overlaying&quot;,&quot;position&quot;,&quot;side&quot;,&quot;tickangle&quot;,&quot;editType&quot;],f=[&quot;linear&quot;,&quot;log&quot;];for(n=0;n&lt;u.length;n++){var d=u[n],p=a[0][d],g=o[0][d],v=!0,m=!1,y=!1;if(&quot;_&quot;!==d.charAt(0)&amp;&amp;&quot;function&quot;!=typeof p&amp;&amp;-1===c.indexOf(d)){for(i=1;i&lt;a.length&amp;&amp;v;i++){var b=a[i][d];&quot;type&quot;===d&amp;&amp;-1!==f.indexOf(p)&amp;&amp;-1!==f.indexOf(b)&amp;&amp;p!==b?m=!0:b!==p&amp;&amp;(v=!1)}for(i=1;i&lt;o.length&amp;&amp;v;i++){var x=o[i][d];&quot;type&quot;===d&amp;&amp;-1!==f.indexOf(g)&amp;&amp;-1!==f.indexOf(x)&amp;&amp;g!==x?y=!0:o[i][d]!==g&amp;&amp;(v=!1)}v&amp;&amp;(m&amp;&amp;(l[a[0]._name].type=&quot;linear&quot;),y&amp;&amp;(l[o[0]._name].type=&quot;linear&quot;),et(l,d,a,o,t._fullLayout._dfltTitle))}}for(n=0;n&lt;t._fullLayout.annotations.length;n++){var _=t._fullLayout.annotations[n];-1!==e.indexOf(_.xref)&amp;&amp;-1!==r.indexOf(_.yref)&amp;&amp;s.swapAttrs(l.annotations[n],[&quot;?&quot;])}}function et(t,e,r,n,i){var a,o=s.nestedProperty,l=o(t[r[0]._name],e).get(),u=o(t[n[0]._name],e).get();for(&quot;title&quot;===e&amp;&amp;(l&amp;&amp;l.text===i.x&amp;&amp;(l.text=i.y),u&amp;&amp;u.text===i.y&amp;&amp;(u.text=i.x)),a=0;a&lt;r.length;a++)o(t,r[a]._name+&quot;.&quot;+e).set(u);for(a=0;a&lt;n.length;a++)o(t,n[a]._name+&quot;.&quot;+e).set(l)}function rt(t){return&quot;angularaxis&quot;===t._id}T.getTickFormat=function(t){var e,r,n,i,a,o,s,l;function u(t){return&quot;string&quot;!=typeof t?t:Number(t.replace(&quot;M&quot;,&quot;&quot;))*v}function c(t,e){var r=[&quot;L&quot;,&quot;D&quot;];if(typeof t==typeof e){if(&quot;number&quot;==typeof t)return t-e;var n=r.indexOf(t.charAt(0)),i=r.indexOf(e.charAt(0));return n===i?Number(t.replace(/(L|D)/g,&quot;&quot;))-Number(e.replace(/(L|D)/g,&quot;&quot;)):n-i}return&quot;number&quot;==typeof t?1:-1}function f(t,e){var r=null===e[0],n=null===e[1],i=c(t,e[0])&gt;=0,a=c(t,e[1])&lt;=0;return(r||i)&amp;&amp;(n||a)}if(t.tickformatstops&amp;&amp;t.tickformatstops.length&gt;0)switch(t.type){case&quot;date&quot;:case&quot;linear&quot;:for(e=0;e&lt;t.tickformatstops.length;e++)if((n=t.tickformatstops[e]).enabled&amp;&amp;(i=t.dtick,a=n.dtickrange,o=void 0,void 0,void 0,o=u||function(t){return t},s=a[0],l=a[1],(!s&amp;&amp;&quot;number&quot;!=typeof s||o(s)&lt;=o(i))&amp;&amp;(!l&amp;&amp;&quot;number&quot;!=typeof l||o(l)&gt;=o(i)))){r=n;break}break;case&quot;log&quot;:for(e=0;e&lt;t.tickformatstops.length;e++)if((n=t.tickformatstops[e]).enabled&amp;&amp;f(t.dtick,n.dtickrange)){r=n;break}}return r?r.value:t.tickformat},T.getSubplots=function(t,e){var r=t._fullLayout._subplots,n=r.cartesian.concat(r.gl2d||[]),i=e?T.findSubplotsWithAxis(n,e):n;return i.sort(function(t,e){var r=t.substr(1).split(&quot;y&quot;),n=e.substr(1).split(&quot;y&quot;);return r[0]===n[0]?+r[1]-+n[1]:+r[0]-+n[0]}),i},T.findSubplotsWithAxis=function(t,e){for(var r=new RegExp(&quot;x&quot;===e._id.charAt(0)?&quot;^&quot;+e._id+&quot;y&quot;:e._id+&quot;$&quot;),n=[],i=0;i&lt;t.length;i++){var a=t[i];r.test(a)&amp;&amp;n.push(a)}return n},T.makeClipPaths=function(t){var e=t._fullLayout;if(!e._hasOnlyLargeSploms){var r,i,a={_offset:0,_length:e.width,_id:&quot;&quot;},o={_offset:0,_length:e.height,_id:&quot;&quot;},s=T.list(t,&quot;x&quot;,!0),l=T.list(t,&quot;y&quot;,!0),u=[];for(r=0;r&lt;s.length;r++)for(u.push({x:s[r],y:o}),i=0;i&lt;l.length;i++)0===r&amp;&amp;u.push({x:a,y:l[i]}),u.push({x:s[r],y:l[i]});var c=e._clips.selectAll(&quot;.axesclip&quot;).data(u,function(t){return t.x._id+t.y._id});c.enter().append(&quot;clipPath&quot;).classed(&quot;axesclip&quot;,!0).attr(&quot;id&quot;,function(t){return&quot;clip&quot;+e._uid+t.x._id+t.y._id}).append(&quot;rect&quot;),c.exit().remove(),c.each(function(t){n.select(this).select(&quot;rect&quot;).attr({x:t.x._offset||0,y:t.y._offset||0,width:t.x._length||1,height:t.y._length||1})})}},T.draw=function(t,e,r){var n=t._fullLayout;&quot;redraw&quot;===e&amp;&amp;n._paper.selectAll(&quot;g.subplot&quot;).each(function(t){var e=t[0],r=n._plots[e],i=r.xaxis,a=r.yaxis;r.xaxislayer.selectAll(&quot;.&quot;+i._id+&quot;tick&quot;).remove(),r.yaxislayer.selectAll(&quot;.&quot;+a._id+&quot;tick&quot;).remove(),r.xaxislayer.selectAll(&quot;.&quot;+i._id+&quot;tick2&quot;).remove(),r.yaxislayer.selectAll(&quot;.&quot;+a._id+&quot;tick2&quot;).remove(),r.xaxislayer.selectAll(&quot;.&quot;+i._id+&quot;divider&quot;).remove(),r.yaxislayer.selectAll(&quot;.&quot;+a._id+&quot;divider&quot;).remove(),r.gridlayer&amp;&amp;r.gridlayer.selectAll(&quot;path&quot;).remove(),r.zerolinelayer&amp;&amp;r.zerolinelayer.selectAll(&quot;path&quot;).remove(),n._infolayer.select(&quot;.g-&quot;+i._id+&quot;title&quot;).remove(),n._infolayer.select(&quot;.g-&quot;+a._id+&quot;title&quot;).remove()});var i=e&amp;&amp;&quot;redraw&quot;!==e?e:T.listIds(t);return s.syncOrAsync(i.map(function(e){return function(){if(e){var n=T.getFromId(t,e),i=T.drawOne(t,n,r);return n._r=n.range.slice(),n._rl=s.simpleMap(n._r,n.r2l),i}}}))},T.drawOne=function(t,e,r){var n,i,l;r=r||{},e.setScale();var h=t._fullLayout,d=e._id,p=d.charAt(0),g=T.counterLetter(d),v=e._mainSubplot,m=e._mainLinePosition,y=e._mainMirrorPosition,b=h._plots[v][p+&quot;axislayer&quot;],x=e._subplotsWith,_=e._vals=T.calcTicks(e),w=[e.mirror,m,y].join(&quot;_&quot;);for(n=0;n&lt;_.length;n++)_[n].axInfo=w;if(e.visible){e._selections={},e._tickAngles={};var A,k,E=T.makeTransFn(e);if(&quot;boundaries&quot;===e.tickson){var L=function(t,e){var r,n=[],i=function(t,e){var r=t.xbnd[e];null!==r&amp;&amp;n.push(s.extendFlat({},t,{x:r}))};if(e.length){for(r=0;r&lt;e.length;r++)i(e[r],0);i(e[r-1],1)}return n}(0,_);k=T.clipEnds(e,L),A=&quot;inside&quot;===e.ticks?k:L}else k=T.clipEnds(e,_),A=&quot;inside&quot;===e.ticks?k:_;var S=e._gridVals=k,C=function(t,e){var r,n,i=[],a=function(t,e){var r=t.xbnd[e];null!==r&amp;&amp;i.push(s.extendFlat({},t,{x:r}))};if(t.showdividers&amp;&amp;e.length){for(r=0;r&lt;e.length;r++){var o=e[r];o.text2!==n&amp;&amp;a(o,0),n=o.text2}a(e[r-1],1)}return i}(e,_);if(!h._hasOnlyLargeSploms){var O={};for(n=0;n&lt;x.length;n++){i=x[n];var R=(l=h._plots[i])[g+&quot;axis&quot;],P=R._mainAxis._id;if(!O[P]){O[P]=1;var z=&quot;x&quot;===p?&quot;M0,&quot;+R._offset+&quot;v&quot;+R._length:&quot;M&quot;+R._offset+&quot;,0h&quot;+R._length;T.drawGrid(t,e,{vals:S,counterAxis:R,layer:l.gridlayer.select(&quot;.&quot;+d),path:z,transFn:E}),T.drawZeroLine(t,e,{counterAxis:R,layer:l.zerolinelayer,path:z,transFn:E})}}}var I=T.getTickSigns(e),N=[];if(e.ticks){var D,F,j,B=T.makeTickPath(e,m,I[2]);if(e._anchorAxis&amp;&amp;e.mirror&amp;&amp;!0!==e.mirror?(D=T.makeTickPath(e,y,I[3]),F=B+D):(D=&quot;&quot;,F=B),e.showdividers&amp;&amp;&quot;outside&quot;===e.ticks&amp;&amp;&quot;boundaries&quot;===e.tickson){var V={};for(n=0;n&lt;C.length;n++)V[C[n].x]=1;j=function(t){return V[t.x]?D:F}}else j=F;T.drawTicks(t,e,{vals:A,layer:b,path:j,transFn:E}),N=Object.keys(e._linepositions||{})}for(n=0;n&lt;N.length;n++){i=N[n],l=h._plots[i];var H=e._linepositions[i]||[],q=T.makeTickPath(e,H[0],I[0])+T.makeTickPath(e,H[1],I[1]);T.drawTicks(t,e,{vals:A,layer:l[p+&quot;axislayer&quot;],path:q,transFn:E})}var G=[];if(G.push(function(){return T.drawLabels(t,e,{vals:_,layer:b,transFn:E,labelFns:T.makeLabelFns(e,m)})}),&quot;multicategory&quot;===e.type){var Z=0,Q={x:2,y:10}[p],K=I[2]*(&quot;inside&quot;===e.ticks?-1:1);G.push(function(){return Z+=X(e,d+&quot;tick&quot;)+Q,Z+=e._tickAngles[d+&quot;tick&quot;]?e.tickfont.size*M:0,T.drawLabels(t,e,{vals:function(t,e){for(var r=[],n={},i=0;i&lt;e.length;i++){var a=e[i];n[a.text2]?n[a.text2].push(a.x):n[a.text2]=[a.x]}for(var o in n)r.push(U(t,s.interp(n[o],.5),o));return r}(e,_),layer:b,cls:d+&quot;tick2&quot;,repositionOnUpdate:!0,secondary:!0,transFn:E,labelFns:T.makeLabelFns(e,m+Z*K)})}),G.push(function(){return Z+=X(e,d+&quot;tick2&quot;),e._labelLength=Z,function(t,e,r){var n=e._id+&quot;divider&quot;,i=r.vals,a=r.layer.selectAll(&quot;path.&quot;+n).data(i,W);a.exit().remove(),a.enter().insert(&quot;path&quot;,&quot;:first-child&quot;).classed(n,1).classed(&quot;crisp&quot;,1).call(c.stroke,e.dividercolor).style(&quot;stroke-width&quot;,f.crispRound(t,e.dividerwidth,1)+&quot;px&quot;),a.attr(&quot;transform&quot;,r.transFn).attr(&quot;d&quot;,r.path)}(t,e,{vals:C,layer:b,path:T.makeTickPath(e,m,K,Z),transFn:E})})}var tt=o.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(e);return G.push(function(){if(e.showticklabels){var r=t.getBoundingClientRect(),n=b.node().getBoundingClientRect();e._boundingBox={width:n.width,height:n.height,left:n.left-r.left,right:n.right-r.left,top:n.top-r.top,bottom:n.bottom-r.top}}else{var i,a=h._size;&quot;x&quot;===p?(i=&quot;free&quot;===e.anchor?a.t+a.h*(1-e.position):a.t+a.h*(1-e._anchorAxis.domain[{bottom:0,top:1}[e.side]]),e._boundingBox={top:i,bottom:i,left:e._offset,right:e._offset+e._length,width:e._length,height:0}):(i=&quot;free&quot;===e.anchor?a.l+a.w*e.position:a.l+a.w*e._anchorAxis.domain[{left:0,right:1}[e.side]],e._boundingBox={left:i,right:i,bottom:e._offset+e._length,top:e._offset,height:e._length,width:0})}if(x){for(var o=e._counterSpan=[1/0,-1/0],s=0;s&lt;x.length;s++){var l=h._plots[x[s]][&quot;x&quot;===p?&quot;yaxis&quot;:&quot;xaxis&quot;];et(o,[l._offset,l._offset+l._length])}&quot;free&quot;===e.anchor&amp;&amp;et(o,&quot;x&quot;===p?[e._boundingBox.bottom,e._boundingBox.top]:[e._boundingBox.right,e._boundingBox.left])}},function(){var r,n,i=e.side.charAt(0);if(tt&amp;&amp;(n=o.getComponentMethod(&quot;rangeslider&quot;,&quot;autoMarginOpts&quot;)(t,e)),a.autoMargin(t,J(e),n),e.automargin&amp;&amp;(!tt||&quot;b&quot;!==i)){r={x:0,y:0,r:0,l:0,t:0,b:0};var s,l,u=e._boundingBox,c=Y(t,e);switch(p+i){case&quot;xb&quot;:s=0,l=u.top-c,r[i]=u.height;break;case&quot;xt&quot;:s=1,l=c-u.bottom,r[i]=u.height;break;case&quot;yl&quot;:s=0,l=c-u.right,r[i]=u.width;break;case&quot;yr&quot;:s=1,l=u.left-c,r[i]=u.width}if(r[g]=&quot;free&quot;===e.anchor?e.position:e._anchorAxis.domain[s],r[i]&gt;0&amp;&amp;(r[i]+=l),e.title.text!==h._dfltTitle[p]&amp;&amp;(r[i]+=e.title.font.size),&quot;x&quot;===p&amp;&amp;u.width&gt;0){var f=u.right-(e._offset+e._length);f&gt;0&amp;&amp;(r.x=1,r.r=f);var d=e._offset-u.left;d&gt;0&amp;&amp;(r.x=0,r.l=d)}else if(&quot;y&quot;===p&amp;&amp;u.height&gt;0){var v=u.bottom-(e._offset+e._length);v&gt;0&amp;&amp;(r.y=0,r.b=v);var m=e._offset-u.top;m&gt;0&amp;&amp;(r.y=1,r.t=m)}}a.autoMargin(t,$(e),r)}),r.skipTitle||tt&amp;&amp;e._boundingBox&amp;&amp;&quot;bottom&quot;===e.side||G.push(function(){return function(t,e){var r,n=t._fullLayout,i=e._id,a=i.charAt(0),o=e.title.font.size;if(&quot;multicategory&quot;===e.type)r=e._labelLength;else{r=10+1.5*o+(e.linewidth?e.linewidth-1:0)}var s,l,c,h,d=Y(t,e);&quot;x&quot;===a?(l=e._offset+e._length/2,c=&quot;top&quot;===e.side?-r-o*(e.showticklabels?1:0):r+o*(e.showticklabels?1.5:.5),c+=d):(c=e._offset+e._length/2,l=&quot;right&quot;===e.side?r+o*(e.showticklabels?1:.5):-r-o*(e.showticklabels?.5:0),l+=d,s={rotate:&quot;-90&quot;,offset:0});if(&quot;multicategory&quot;!==e.type){var p=e._selections[e._id+&quot;tick&quot;];if(h={selection:p,side:e.side},p&amp;&amp;p.node()&amp;&amp;p.node().parentNode){var g=f.getTranslate(p.node().parentNode);h.offsetLeft=g.x,h.offsetTop=g.y}}return u.draw(t,i+&quot;title&quot;,{propContainer:e,propName:e._name+&quot;.title.text&quot;,placeholder:n._dfltTitle[a],avoid:h,transform:s,attributes:{x:l,y:c,&quot;text-anchor&quot;:&quot;middle&quot;}})}(t,e)}),s.syncOrAsync(G)}function et(t,e){t[0]=Math.min(t[0],e[0]),t[1]=Math.max(t[1],e[1])}},T.getTickSigns=function(t){var e=t._id.charAt(0),r={x:&quot;top&quot;,y:&quot;right&quot;}[e],n=t.side===r?1:-1,i=[-1,1,n,-n];return&quot;inside&quot;!==t.ticks==(&quot;x&quot;===e)&amp;&amp;(i=i.map(function(t){return-t})),i},T.makeTransFn=function(t){var e=t._id.charAt(0),r=t._offset;return&quot;x&quot;===e?function(e){return&quot;translate(&quot;+(r+t.l2p(e.x))+&quot;,0)&quot;}:function(e){return&quot;translate(0,&quot;+(r+t.l2p(e.x))+&quot;)&quot;}},T.makeTickPath=function(t,e,r,n){n=void 0!==n?n:t.ticklen;var i=t._id.charAt(0),a=(t.linewidth||1)/2;return&quot;x&quot;===i?&quot;M0,&quot;+(e+a*r)+&quot;v&quot;+n*r:&quot;M&quot;+(e+a*r)+&quot;,0h&quot;+n*r},T.makeLabelFns=function(t,e,r){var n=t._id.charAt(0),a=&quot;boundaries&quot;!==t.tickson&amp;&amp;&quot;outside&quot;===t.ticks,o=0,l=0;if(a&amp;&amp;(o+=t.ticklen),r&amp;&amp;&quot;outside&quot;===t.ticks){var u=s.deg2rad(r);o=t.ticklen*Math.cos(u)+1,l=t.ticklen*Math.sin(u)}t.showticklabels&amp;&amp;(a||t.showline)&amp;&amp;(o+=.2*t.tickfont.size);var c,f,h,d,p={labelStandoff:o+=(t.linewidth||1)/2,labelShift:l};return&quot;x&quot;===n?(d=&quot;bottom&quot;===t.side?1:-1,c=l*d,f=e+o*d,h=&quot;bottom&quot;===t.side?1:-.2,p.xFn=function(t){return t.dx+c},p.yFn=function(t){return t.dy+f+t.fontSize*h},p.anchorFn=function(t,e){return i(e)&amp;&amp;0!==e&amp;&amp;180!==e?e*d&lt;0?&quot;end&quot;:&quot;start&quot;:&quot;middle&quot;},p.heightFn=function(e,r,n){return r&lt;-60||r&gt;60?-.5*n:&quot;top&quot;===t.side?-n:0}):&quot;y&quot;===n&amp;&amp;(d=&quot;right&quot;===t.side?1:-1,c=o,f=-l*d,h=90===Math.abs(t.tickangle)?.5:0,p.xFn=function(t){return t.dx+e+(c+t.fontSize*h)*d},p.yFn=function(t){return t.dy+f+t.fontSize*A},p.anchorFn=function(e,r){return i(r)&amp;&amp;90===Math.abs(r)?&quot;middle&quot;:&quot;right&quot;===t.side?&quot;start&quot;:&quot;end&quot;},p.heightFn=function(e,r,n){return(r*=&quot;left&quot;===t.side?1:-1)&lt;-30?-n:r&lt;30?-.5*n:0}),p},T.drawTicks=function(t,e,r){r=r||{};var n=e._id+&quot;tick&quot;,i=r.layer.selectAll(&quot;path.&quot;+n).data(e.ticks?r.vals:[],W);i.exit().remove(),i.enter().append(&quot;path&quot;).classed(n,1).classed(&quot;ticks&quot;,1).classed(&quot;crisp&quot;,!1!==r.crisp).call(c.stroke,e.tickcolor).style(&quot;stroke-width&quot;,f.crispRound(t,e.tickwidth,1)+&quot;px&quot;).attr(&quot;d&quot;,r.path),i.attr(&quot;transform&quot;,r.transFn)},T.drawGrid=function(t,e,r){r=r||{};var n=e._id+&quot;grid&quot;,i=r.vals,a=r.counterAxis;if(!1===e.showgrid)i=[];else if(a&amp;&amp;T.shouldShowZeroLine(t,e,a))for(var o=&quot;array&quot;===e.tickmode,s=0;s&lt;i.length;s++){var l=i[s].x;if(o?!l:Math.abs(l)&lt;e.dtick/100){if(i=i.slice(0,s).concat(i.slice(s+1)),!o)break;s--}}var u=r.layer.selectAll(&quot;path.&quot;+n).data(i,W);u.exit().remove(),u.enter().append(&quot;path&quot;).classed(n,1).classed(&quot;crisp&quot;,!1!==r.crisp),e._gw=f.crispRound(t,e.gridwidth,1),u.attr(&quot;transform&quot;,r.transFn).attr(&quot;d&quot;,r.path).call(c.stroke,e.gridcolor||&quot;#ddd&quot;).style(&quot;stroke-width&quot;,e._gw+&quot;px&quot;),&quot;function&quot;==typeof r.path&amp;&amp;u.attr(&quot;d&quot;,r.path)},T.drawZeroLine=function(t,e,r){r=r||r;var n=e._id+&quot;zl&quot;,i=T.shouldShowZeroLine(t,e,r.counterAxis),a=r.layer.selectAll(&quot;path.&quot;+n).data(i?[{x:0,id:e._id}]:[]);a.exit().remove(),a.enter().append(&quot;path&quot;).classed(n,1).classed(&quot;zl&quot;,1).classed(&quot;crisp&quot;,!1!==r.crisp).each(function(){r.layer.selectAll(&quot;path&quot;).sort(function(t,e){return E.idSort(t.id,e.id)})}),a.attr(&quot;transform&quot;,r.transFn).attr(&quot;d&quot;,r.path).call(c.stroke,e.zerolinecolor||c.defaultLine).style(&quot;stroke-width&quot;,f.crispRound(t,e.zerolinewidth,e._gw||1)+&quot;px&quot;)},T.drawLabels=function(t,e,r){r=r||{};var a=e._id,o=a.charAt(0),u=r.cls||a+&quot;tick&quot;,c=r.vals,h=r.labelFns,d=r.secondary?0:e.tickangle,p=(e._tickAngles||{})[u],g=r.layer.selectAll(&quot;g.&quot;+u).data(e.showticklabels?c:[],W),v=[];function m(t,e){t.each(function(t){var a=n.select(this),o=a.select(&quot;.text-math-group&quot;),s=h.anchorFn(t,e),u=r.transFn.call(a.node(),t)+(i(e)&amp;&amp;0!=+e?&quot; rotate(&quot;+e+&quot;,&quot;+h.xFn(t)+&quot;,&quot;+(h.yFn(t)-t.fontSize/2)+&quot;)&quot;:&quot;&quot;),c=l.lineCount(a),d=M*t.fontSize,p=h.heightFn(t,i(e)?+e:0,(c-1)*d);if(p&amp;&amp;(u+=&quot; translate(0, &quot;+p+&quot;)&quot;),o.empty())a.select(&quot;text&quot;).attr({transform:u,&quot;text-anchor&quot;:s});else{var g=f.bBox(o.node()).width*{end:-.5,start:.5}[s];o.attr(&quot;transform&quot;,u+(g?&quot;translate(&quot;+g+&quot;,0)&quot;:&quot;&quot;))}})}g.enter().append(&quot;g&quot;).classed(u,1).append(&quot;text&quot;).attr(&quot;text-anchor&quot;,&quot;middle&quot;).each(function(e){var r=n.select(this),i=t._promises.length;r.call(l.positionText,h.xFn(e),h.yFn(e)).call(f.font,e.font,e.fontSize,e.fontColor).text(e.text).call(l.convertToTspans,t),t._promises[i]?v.push(t._promises.pop().then(function(){m(r,d)})):m(r,d)}),g.exit().remove(),r.repositionOnUpdate&amp;&amp;g.each(function(t){n.select(this).select(&quot;text&quot;).call(l.positionText,h.xFn(t),h.yFn(t))}),m(g,p||d),e._selections&amp;&amp;(e._selections[u]=g);var y=s.syncOrAsync([function(){return v.length&amp;&amp;Promise.all(v)},function(){m(g,d);var t=null;if(c.length&amp;&amp;&quot;x&quot;===o&amp;&amp;!i(d)&amp;&amp;(&quot;log&quot;!==e.type||&quot;D&quot;!==String(e.dtick).charAt(0))){t=0;var n,a=0,l=[];if(g.each(function(t){a=Math.max(a,t.fontSize);var r=e.l2p(t.x),n=Q(this),i=f.bBox(n.node());l.push({top:0,bottom:10,height:10,left:r-i.width/2,right:r+i.width/2+2,width:i.width+2})}),&quot;boundaries&quot;!==e.tickson&amp;&amp;!e.showdividers||r.secondary){var h=c.length,p=Math.abs((c[h-1].x-c[0].x)*e._m)/(h-1)&lt;2.5*a||&quot;multicategory&quot;===e.type;for(n=0;n&lt;l.length-1;n++)if(s.bBoxIntersect(l[n],l[n+1])){t=p?90:30;break}}else{var v=2;for(e.ticks&amp;&amp;(v+=e.tickwidth/2),n=0;n&lt;l.length;n++){var y=c[n].xbnd,b=l[n];if(null!==y[0]&amp;&amp;b.left-e.l2p(y[0])&lt;v||null!==y[1]&amp;&amp;e.l2p(y[1])-b.right&lt;v){t=90;break}}}t&amp;&amp;m(g,t)}e._tickAngles&amp;&amp;(e._tickAngles[u]=null===t?i(d)?d:0:t)}]);return y&amp;&amp;y.then&amp;&amp;t._promises.push(y),y},T.shouldShowZeroLine=function(t,e,r){var n=s.simpleMap(e.range,e.r2l);return n[0]*n[1]&lt;=0&amp;&amp;e.zeroline&amp;&amp;(&quot;linear&quot;===e.type||&quot;-&quot;===e.type)&amp;&amp;e._gridVals.length&amp;&amp;(Z(e,0)||!function(t,e,r,n){var i=r._mainAxis;if(!i)return;var a=t._fullLayout,o=e._id.charAt(0),s=T.counterLetter(e._id),l=e._offset+(Math.abs(n[0])&lt;Math.abs(n[1])==(&quot;x&quot;===o)?0:e._length);function u(t){if(!t.showline||!t.linewidth)return!1;var r=Math.max((t.linewidth+e.zerolinewidth)/2,1);function n(t){return&quot;number&quot;==typeof t&amp;&amp;Math.abs(t-l)&lt;r}if(n(t._mainLinePosition)||n(t._mainMirrorPosition))return!0;var i=t._linepositions||{};for(var a in i)if(n(i[a][0])||n(i[a][1]))return!0}var c=a._plots[r._mainSubplot];if(!(c.mainplotinfo||c).overlays.length)return u(r);for(var f=T.list(t,s),h=0;h&lt;f.length;h++){var d=f[h];if(d._mainAxis===i&amp;&amp;u(d))return!0}}(t,e,r,n)||function(t,e){for(var r=t._fullData,n=e._mainSubplot,i=e._id.charAt(0),a=0;a&lt;r.length;a++){var s=r[a];if(!0===s.visible&amp;&amp;s.xaxis+s.yaxis===n){if((o.traceIs(s,&quot;bar&quot;)||&quot;waterfall&quot;===s.type)&amp;&amp;s.orientation==={x:&quot;h&quot;,y:&quot;v&quot;}[i])return!0;if(s.fill&amp;&amp;s.fill.charAt(s.fill.length-1)===i)return!0}}return!1}(t,e))},T.clipEnds=function(t,e){return e.filter(function(e){return Z(t,e.x)})},T.allowAutoMargin=function(t){for(var e=T.list(t,&quot;&quot;,!0),r=0;r&lt;e.length;r++){var n=e[r];n.automargin&amp;&amp;a.allowAutoMargin(t,$(n)),o.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(n)&amp;&amp;a.allowAutoMargin(t,J(n))}},T.swap=function(t,e){for(var r=function(t,e){var r,n,i=[];for(r=0;r&lt;e.length;r++){var a=[],o=t._fullData[e[r]].xaxis,s=t._fullData[e[r]].yaxis;if(o&amp;&amp;s){for(n=0;n&lt;i.length;n++)-1===i[n].x.indexOf(o)&amp;&amp;-1===i[n].y.indexOf(s)||a.push(n);if(a.length){var l,u=i[a[0]];if(a.length&gt;1)for(n=1;n&lt;a.length;n++)l=i[a[n]],K(u.x,l.x),K(u.y,l.y);K(u.x,[o]),K(u.y,[s])}else i.push({x:[o],y:[s]})}}return i}(t,e),n=0;n&lt;r.length;n++)tt(t,r[n].x,r[n].y)}},{&quot;../../components/color&quot;:376,&quot;../../components/drawing&quot;:397,&quot;../../components/titles&quot;:464,&quot;../../constants/alignment&quot;:471,&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;./autorange&quot;:540,&quot;./axis_autotype&quot;:542,&quot;./axis_ids&quot;:544,&quot;./clean_ticks&quot;:546,&quot;./layout_attributes&quot;:553,&quot;./set_convert&quot;:559,d3:81,&quot;fast-isnumeric&quot;:90}],542:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../constants/numerical&quot;).BADNUM;e.exports=function(t,e,r){return!(r=r||{}).noMultiCategory&amp;&amp;(o=t,i.isArrayOrTypedArray(o[0])&amp;&amp;i.isArrayOrTypedArray(o[1]))?&quot;multicategory&quot;:function(t,e){for(var r=Math.max(1,(t.length-1)/1e3),a=0,o=0,s={},l=0;l&lt;t.length;l+=r){var u=t[Math.round(l)],c=String(u);s[c]||(s[c]=1,i.isDateTime(u,e)&amp;&amp;(a+=1),n(u)&amp;&amp;(o+=1))}return a&gt;2*o}(t,e)?&quot;date&quot;:function(t){for(var e=Math.max(1,(t.length-1)/1e3),r=0,n=0,o={},s=0;s&lt;t.length;s+=e){var l=t[Math.round(s)],u=String(l);o[u]||(o[u]=1,&quot;boolean&quot;==typeof l?n++:i.cleanNumber(l)!==a?r++:&quot;string&quot;==typeof l&amp;&amp;n++)}return n&gt;2*r}(t)?&quot;category&quot;:function(t){if(!t)return!1;for(var e=0;e&lt;t.length;e++)if(n(t[e]))return!0;return!1}(t)?&quot;linear&quot;:&quot;-&quot;;var o}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;fast-isnumeric&quot;:90}],543:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;./layout_attributes&quot;),o=t(&quot;./tick_value_defaults&quot;),s=t(&quot;./tick_mark_defaults&quot;),l=t(&quot;./tick_label_defaults&quot;),u=t(&quot;./category_order_defaults&quot;),c=t(&quot;./line_grid_defaults&quot;),f=t(&quot;./set_convert&quot;);e.exports=function(t,e,r,h,d){var p=h.letter,g=h.font||{},v=h.splomStash||{},m=r(&quot;visible&quot;,!h.cheateronly),y=e.type;&quot;date&quot;===y&amp;&amp;n.getComponentMethod(&quot;calendars&quot;,&quot;handleDefaults&quot;)(t,e,&quot;calendar&quot;,h.calendar);if(f(e,d),!r(&quot;autorange&quot;,!e.isValidRange(t.range))||&quot;linear&quot;!==y&amp;&amp;&quot;-&quot;!==y||r(&quot;rangemode&quot;),r(&quot;range&quot;),e.cleanRange(),u(t,e,r,h),&quot;category&quot;===y||h.noHover||r(&quot;hoverformat&quot;),!m)return e;var b=r(&quot;color&quot;),x=b!==a.color.dflt?b:g.color;r(&quot;title.text&quot;,v.label||d._dfltTitle[p]),i.coerceFont(r,&quot;title.font&quot;,{family:g.family,size:Math.round(1.2*g.size),color:x}),o(t,e,r,y),l(t,e,r,y,h),s(t,e,r,h),c(t,e,r,{dfltColor:b,bgColor:h.bgColor,showGrid:h.showGrid,attributes:a}),(e.showline||e.ticks)&amp;&amp;r(&quot;mirror&quot;),h.automargin&amp;&amp;r(&quot;automargin&quot;);var _,w=&quot;multicategory&quot;===e.type;h.noTickson||&quot;category&quot;!==e.type&amp;&amp;!w||!e.ticks&amp;&amp;!e.showgrid||(w&amp;&amp;(_=&quot;boundaries&quot;),r(&quot;tickson&quot;,_));w&amp;&amp;(r(&quot;showdividers&quot;)&amp;&amp;(r(&quot;dividercolor&quot;),r(&quot;dividerwidth&quot;)));return e}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./category_order_defaults&quot;:545,&quot;./layout_attributes&quot;:553,&quot;./line_grid_defaults&quot;:555,&quot;./set_convert&quot;:559,&quot;./tick_label_defaults&quot;:560,&quot;./tick_mark_defaults&quot;:561,&quot;./tick_value_defaults&quot;:562}],544:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./constants&quot;);r.id2name=function(t){if(&quot;string&quot;==typeof t&amp;&amp;t.match(i.AX_ID_PATTERN)){var e=t.substr(1);return&quot;1&quot;===e&amp;&amp;(e=&quot;&quot;),t.charAt(0)+&quot;axis&quot;+e}},r.name2id=function(t){if(t.match(i.AX_NAME_PATTERN)){var e=t.substr(5);return&quot;1&quot;===e&amp;&amp;(e=&quot;&quot;),t.charAt(0)+e}},r.cleanId=function(t,e){if(t.match(i.AX_ID_PATTERN)&amp;&amp;(!e||t.charAt(0)===e)){var r=t.substr(1).replace(/^0+/,&quot;&quot;);return&quot;1&quot;===r&amp;&amp;(r=&quot;&quot;),t.charAt(0)+r}},r.list=function(t,e,n){var i=t._fullLayout;if(!i)return[];var a,o=r.listIds(t,e),s=new Array(o.length);for(a=0;a&lt;o.length;a++){var l=o[a];s[a]=i[l.charAt(0)+&quot;axis&quot;+l.substr(1)]}if(!n){var u=i._subplots.gl3d||[];for(a=0;a&lt;u.length;a++){var c=i[u[a]];e?s.push(c[e+&quot;axis&quot;]):s.push(c.xaxis,c.yaxis,c.zaxis)}}return s},r.listIds=function(t,e){var r=t._fullLayout;if(!r)return[];var n=r._subplots;return e?n[e+&quot;axis&quot;]:n.xaxis.concat(n.yaxis)},r.getFromId=function(t,e,n){var i=t._fullLayout;return&quot;x&quot;===n?e=e.replace(/y[0-9]*/,&quot;&quot;):&quot;y&quot;===n&amp;&amp;(e=e.replace(/x[0-9]*/,&quot;&quot;)),i[r.id2name(e)]},r.getFromTrace=function(t,e,i){var a=t._fullLayout,o=null;if(n.traceIs(e,&quot;gl3d&quot;)){var s=e.scene;&quot;scene&quot;===s.substr(0,5)&amp;&amp;(o=a[s][i+&quot;axis&quot;])}else o=r.getFromId(t,e[i+&quot;axis&quot;]||i);return o},r.idSort=function(t,e){var r=t.charAt(0),n=e.charAt(0);return r!==n?r&gt;n?1:-1:+(t.substr(1)||1)-+(e.substr(1)||1)},r.getAxisGroup=function(t,e){for(var r=t._axisMatchGroups,n=0;n&lt;r.length;n++){if(r[n][e])return&quot;g&quot;+n}return e}},{&quot;../../registry&quot;:592,&quot;./constants&quot;:547}],545:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){if(&quot;category&quot;===e.type){var i,a=t.categoryarray,o=Array.isArray(a)&amp;&amp;a.length&gt;0;o&amp;&amp;(i=&quot;array&quot;);var s,l=r(&quot;categoryorder&quot;,i);&quot;array&quot;===l&amp;&amp;(s=r(&quot;categoryarray&quot;)),o||&quot;array&quot;!==l||(l=e.categoryorder=&quot;trace&quot;),&quot;trace&quot;===l?e._initialCategories=[]:&quot;array&quot;===l?e._initialCategories=s.slice():(s=function(t,e){var r,n,i,a=e.dataAttr||t._id.charAt(0),o={};if(e.axData)r=e.axData;else for(r=[],n=0;n&lt;e.data.length;n++){var s=e.data[n];s[a+&quot;axis&quot;]===t._id&amp;&amp;r.push(s)}for(n=0;n&lt;r.length;n++){var l=r[n][a];for(i=0;i&lt;l.length;i++){var u=l[i];null!=u&amp;&amp;(o[u]=1)}}return Object.keys(o)}(e,n).sort(),&quot;category ascending&quot;===l?e._initialCategories=s:&quot;category descending&quot;===l&amp;&amp;(e._initialCategories=s.reverse()))}}},{}],546:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../constants/numerical&quot;).ONEDAY;r.dtick=function(t,e){var r=&quot;log&quot;===e,i=&quot;date&quot;===e,o=&quot;category&quot;===e,s=i?a:1;if(!t)return s;if(n(t))return(t=Number(t))&lt;=0?s:o?Math.max(1,Math.round(t)):i?Math.max(.1,t):t;if(&quot;string&quot;!=typeof t||!i&amp;&amp;!r)return s;var l=t.charAt(0),u=t.substr(1);return(u=n(u)?Number(u):0)&lt;=0||!(i&amp;&amp;&quot;M&quot;===l&amp;&amp;u===Math.round(u)||r&amp;&amp;&quot;L&quot;===l||r&amp;&amp;&quot;D&quot;===l&amp;&amp;(1===u||2===u))?s:t},r.tick0=function(t,e,r,a){return&quot;date&quot;===e?i.cleanDate(t,i.dateTick0(r)):&quot;D1&quot;!==a&amp;&amp;&quot;D2&quot;!==a?n(t)?Number(t):0:void 0}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;fast-isnumeric&quot;:90}],547:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib/regex&quot;).counter;e.exports={idRegex:{x:n(&quot;x&quot;),y:n(&quot;y&quot;)},attrRegex:n(&quot;[xy]axis&quot;),xAxisMatch:n(&quot;xaxis&quot;),yAxisMatch:n(&quot;yaxis&quot;),AX_ID_PATTERN:/^[xyz][0-9]*$/,AX_NAME_PATTERN:/^[xyz]axis[0-9]*$/,SUBPLOT_PATTERN:/^x([0-9]*)y([0-9]*)$/,MINDRAG:8,MINSELECT:12,MINZOOM:20,DRAGGERSIZE:20,BENDPX:1.5,REDRAWDELAY:50,SELECTDELAY:100,SELECTID:&quot;-select&quot;,DFLTRANGEX:[-1,6],DFLTRANGEY:[-1,4],traceLayerClasses:[&quot;heatmaplayer&quot;,&quot;contourcarpetlayer&quot;,&quot;contourlayer&quot;,&quot;waterfalllayer&quot;,&quot;barlayer&quot;,&quot;carpetlayer&quot;,&quot;violinlayer&quot;,&quot;boxlayer&quot;,&quot;ohlclayer&quot;,&quot;scattercarpetlayer&quot;,&quot;scatterlayer&quot;],layerValue2layerClass:{&quot;above traces&quot;:&quot;above&quot;,&quot;below traces&quot;:&quot;below&quot;}}},{&quot;../../lib/regex&quot;:510}],548:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./axis_ids&quot;).id2name,a=t(&quot;./scale_zoom&quot;),o=t(&quot;./autorange&quot;).makePadFn,s=t(&quot;./autorange&quot;).concatExtremes,l=t(&quot;../../constants/numerical&quot;).ALMOST_EQUAL,u=t(&quot;../../constants/alignment&quot;).FROM_BL;function c(t,e,r,n,a){var o,s,l,u,c=&quot;range&quot;!==a,f=n[i(e)].type,h=[];for(s=0;s&lt;r.length;s++)if((l=r[s])!==e&amp;&amp;(u=n[i(l)]).type===f)if(u.fixedrange){if(c&amp;&amp;u.anchor){n[i(u.anchor)].fixedrange&amp;&amp;h.push(l)}}else h.push(l);for(o=0;o&lt;t.length;o++)if(t[o][e]){var d=t[o],p=[];for(s=0;s&lt;h.length;s++)d[l=h[s]]||p.push(l);return{linkableAxes:p,thisGroup:d}}return{linkableAxes:h,thisGroup:null}}function f(t,e,r,n,i){var a,o,s,l,u;null===e?((e={})[r]=1,u=t.length,t.push(e)):u=t.indexOf(e);var c=Object.keys(e);for(a=0;a&lt;t.length;a++)if(s=t[a],a!==u&amp;&amp;s[n]){var f=s[n];for(o=0;o&lt;c.length;o++)s[l=c[o]]=f*i*e[l];return void t.splice(u,1)}if(1!==i)for(o=0;o&lt;c.length;o++)e[c[o]]*=i;e[n]=1}function h(t,e){var r=t._inputDomain,n=u[t.constraintoward],i=r[0]+(r[1]-r[0])*n;t.domain=t._input.domain=[i+(r[0]-i)/e,i+(r[1]-i)/e],t.setScale()}r.handleConstraintDefaults=function(t,e,r,i,a){var o,s,l,u,h=a._axisConstraintGroups,d=a._axisMatchGroups,p=e._id,g=p.charAt(0),v=((a._splomAxes||{})[g]||{})[p]||{},m=e._id,y=m.charAt(0),b=r(&quot;constrain&quot;);if(n.coerce(t,e,{constraintoward:{valType:&quot;enumerated&quot;,values:&quot;x&quot;===y?[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;]:[&quot;bottom&quot;,&quot;middle&quot;,&quot;top&quot;],dflt:&quot;x&quot;===y?&quot;center&quot;:&quot;middle&quot;}},&quot;constraintoward&quot;),!t.matches&amp;&amp;!v.matches||e.fixedrange||(s=c(d,m,i,a),o=n.coerce(t,e,{matches:{valType:&quot;enumerated&quot;,values:s.linkableAxes||[],dflt:v.matches}},&quot;matches&quot;)),o||!t.scaleanchor||e.fixedrange&amp;&amp;&quot;domain&quot;!==b||(u=c(h,m,i,a,b),l=n.coerce(t,e,{scaleanchor:{valType:&quot;enumerated&quot;,values:u.linkableAxes||[]}},&quot;scaleanchor&quot;)),o?(delete e.constrain,f(d,s.thisGroup,m,o,1)):-1!==i.indexOf(t.matches)&amp;&amp;n.warn(&quot;ignored &quot;+e._name+&#x27;.matches: &quot;&#x27;+t.matches+&#x27;&quot; to avoid either an infinite loop or because the target axis has fixed range.&#x27;),l){var x=r(&quot;scaleratio&quot;);x||(x=e.scaleratio=1),f(h,u.thisGroup,m,l,x)}else-1!==i.indexOf(t.scaleanchor)&amp;&amp;n.warn(&quot;ignored &quot;+e._name+&#x27;.scaleanchor: &quot;&#x27;+t.scaleanchor+&#x27;&quot; to avoid either an infinite loop and possibly inconsistent scaleratios, or because the target axis has fixed range or this axis declares a *matches* constraint.&#x27;)},r.enforce=function(t){var e,r,n,u,c,f,d,p=t._fullLayout,g=p._axisConstraintGroups||[];for(e=0;e&lt;g.length;e++){var v=g[e],m=Object.keys(v),y=1/0,b=0,x=1/0,_={},w={},A=!1;for(r=0;r&lt;m.length;r++)w[n=m[r]]=u=p[i(n)],u._inputDomain?u.domain=u._inputDomain.slice():u._inputDomain=u.domain.slice(),u._inputRange||(u._inputRange=u.range.slice()),u.setScale(),_[n]=c=Math.abs(u._m)/v[n],y=Math.min(y,c),&quot;domain&quot;!==u.constrain&amp;&amp;u._constraintShrinkable||(x=Math.min(x,c)),delete u._constraintShrinkable,b=Math.max(b,c),&quot;domain&quot;===u.constrain&amp;&amp;(A=!0);if(!(y&gt;l*b)||A)for(r=0;r&lt;m.length;r++)if(c=_[n=m[r]],f=(u=w[n]).constrain,c!==x||&quot;domain&quot;===f)if(d=c/x,&quot;range&quot;===f)a(u,d);else{var M=u._inputDomain,T=(u.domain[1]-u.domain[0])/(M[1]-M[0]),k=(u.r2l(u.range[1])-u.r2l(u.range[0]))/(u.r2l(u._inputRange[1])-u.r2l(u._inputRange[0]));if((d/=T)*k&lt;1){u.domain=u._input.domain=M.slice(),a(u,d);continue}if(k&lt;1&amp;&amp;(u.range=u._input.range=u._inputRange.slice(),d*=k),u.autorange){var E=u.r2l(u.range[0]),L=u.r2l(u.range[1]),S=(E+L)/2,C=S,O=S,R=Math.abs(L-S),P=S-R*d*1.0001,z=S+R*d*1.0001,I=o(u);h(u,d);var N,D,F=Math.abs(u._m),j=s(t,u),B=j.min,U=j.max;for(D=0;D&lt;B.length;D++)(N=B[D].val-I(B[D])/F)&gt;P&amp;&amp;N&lt;C&amp;&amp;(C=N);for(D=0;D&lt;U.length;D++)(N=U[D].val+I(U[D])/F)&lt;z&amp;&amp;N&gt;O&amp;&amp;(O=N);d/=(O-C)/(2*R),C=u.l2r(C),O=u.l2r(O),u.range=u._input.range=E&lt;L?[C,O]:[O,C]}h(u,d)}}},r.clean=function(t,e){if(e._inputDomain){for(var r=!1,n=e._id,i=t._fullLayout._axisConstraintGroups,a=0;a&lt;i.length;a++)if(i[a][n]){r=!0;break}r&amp;&amp;&quot;domain&quot;===e.constrain||(e._input.domain=e.domain=e._inputDomain,delete e._inputDomain)}}},{&quot;../../constants/alignment&quot;:471,&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;./autorange&quot;:540,&quot;./axis_ids&quot;:544,&quot;./scale_zoom&quot;:557}],549:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;has-passive-events&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../components/color&quot;),c=t(&quot;../../components/drawing&quot;),f=t(&quot;../../components/fx&quot;),h=t(&quot;./axes&quot;),d=t(&quot;../../lib/setcursor&quot;),p=t(&quot;../../components/dragelement&quot;),g=t(&quot;../../constants/alignment&quot;).FROM_TL,v=t(&quot;../../lib/clear_gl_canvases&quot;),m=t(&quot;../../plot_api/subroutines&quot;).redrawReglTraces,y=t(&quot;../plots&quot;),b=t(&quot;./axis_ids&quot;).getFromId,x=t(&quot;./select&quot;).prepSelect,_=t(&quot;./select&quot;).clearSelect,w=t(&quot;./select&quot;).selectOnClick,A=t(&quot;./scale_zoom&quot;),M=t(&quot;./constants&quot;),T=M.MINDRAG,k=M.MINZOOM,E=!0;function L(t,e,r,n){var i=s.ensureSingle(t.draglayer,e,r,function(e){e.classed(&quot;drag&quot;,!0).style({fill:&quot;transparent&quot;,&quot;stroke-width&quot;:0}).attr(&quot;data-subplot&quot;,t.id)});return i.call(d,n),i.node()}function S(t,e,r,i,a,o,s){var l=L(t,&quot;rect&quot;,e,r);return n.select(l).call(c.setRect,i,a,o,s),l}function C(t,e){for(var r=0;r&lt;t.length;r++)if(!t[r].fixedrange)return e;return&quot;&quot;}function O(t,e,r,n,i){for(var a=0;a&lt;t.length;a++){var o=t[a];if(!o.fixedrange){var s=o._rl[0],l=o._rl[1]-s;o.range=[o.l2r(s+l*e),o.l2r(s+l*r)],n[o._name+&quot;.range[0]&quot;]=o.range[0],n[o._name+&quot;.range[1]&quot;]=o.range[1]}}if(i&amp;&amp;i.length){var u=(e+(1-r))/2;O(i,u,1-u,n,[])}}function R(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];n.fixedrange||(n.range=[n.l2r(n._rl[0]-e/n._m),n.l2r(n._rl[1]-e/n._m)])}}function P(t){return 1-(t&gt;=0?Math.min(t,.9):1/(1/Math.max(t,-.3)+3.222))}function z(t,e,r,n,i){return t.append(&quot;path&quot;).attr(&quot;class&quot;,&quot;zoombox&quot;).style({fill:e&gt;.2?&quot;rgba(0,0,0,0)&quot;:&quot;rgba(255,255,255,0)&quot;,&quot;stroke-width&quot;:0}).attr(&quot;transform&quot;,&quot;translate(&quot;+r+&quot;, &quot;+n+&quot;)&quot;).attr(&quot;d&quot;,i+&quot;Z&quot;)}function I(t,e,r){return t.append(&quot;path&quot;).attr(&quot;class&quot;,&quot;zoombox-corners&quot;).style({fill:u.background,stroke:u.defaultLine,&quot;stroke-width&quot;:1,opacity:0}).attr(&quot;transform&quot;,&quot;translate(&quot;+e+&quot;, &quot;+r+&quot;)&quot;).attr(&quot;d&quot;,&quot;M0,0Z&quot;)}function N(t,e,r,n,i,a){t.attr(&quot;d&quot;,n+&quot;M&quot;+r.l+&quot;,&quot;+r.t+&quot;v&quot;+r.h+&quot;h&quot;+r.w+&quot;v-&quot;+r.h+&quot;h-&quot;+r.w+&quot;Z&quot;),D(t,e,i,a)}function D(t,e,r,n){r||(t.transition().style(&quot;fill&quot;,n&gt;.2?&quot;rgba(0,0,0,0.4)&quot;:&quot;rgba(255,255,255,0.3)&quot;).duration(200),e.transition().style(&quot;opacity&quot;,1).duration(200))}function F(t){n.select(t).selectAll(&quot;.zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners&quot;).remove()}function j(t){E&amp;&amp;t.data&amp;&amp;t._context.showTips&amp;&amp;(s.notifier(s._(t,&quot;Double-click to zoom back out&quot;),&quot;long&quot;),E=!1)}function B(t){return&quot;lasso&quot;===t||&quot;select&quot;===t}function U(t){var e=Math.floor(Math.min(t.b-t.t,t.r-t.l,k)/2);return&quot;M&quot;+(t.l-3.5)+&quot;,&quot;+(t.t-.5+e)+&quot;h3v&quot;+-e+&quot;h&quot;+e+&quot;v-3h-&quot;+(e+3)+&quot;ZM&quot;+(t.r+3.5)+&quot;,&quot;+(t.t-.5+e)+&quot;h-3v&quot;+-e+&quot;h&quot;+-e+&quot;v-3h&quot;+(e+3)+&quot;ZM&quot;+(t.r+3.5)+&quot;,&quot;+(t.b+.5-e)+&quot;h-3v&quot;+e+&quot;h&quot;+-e+&quot;v3h&quot;+(e+3)+&quot;ZM&quot;+(t.l-3.5)+&quot;,&quot;+(t.b+.5-e)+&quot;h3v&quot;+e+&quot;h&quot;+e+&quot;v3h-&quot;+(e+3)+&quot;Z&quot;}function V(t,e,r,n){for(var i,a,o,l,u=!1,c={},f={},h=0;h&lt;e.length;h++){var d=e[h];for(i in r)if(d[i]){for(o in d)(&quot;x&quot;===o.charAt(0)?r:n)[o]||(c[o]=i);for(a in n)d[a]&amp;&amp;(u=!0)}for(a in n)if(d[a])for(l in d)(&quot;x&quot;===l.charAt(0)?r:n)[l]||(f[l]=a)}u&amp;&amp;(s.extendFlat(c,f),f={});var p={},g=[];for(o in c){var v=b(t,o);g.push(v),p[v._id]=v}var m={},y=[];for(l in f){var x=b(t,l);y.push(x),m[x._id]=x}return{xaHash:p,yaHash:m,xaxes:g,yaxes:y,xLinks:c,yLinks:f,isSubplotConstrained:u}}function H(t,e){if(a){var r=void 0!==t.onwheel?&quot;wheel&quot;:&quot;mousewheel&quot;;t._onwheel&amp;&amp;t.removeEventListener(r,t._onwheel),t._onwheel=e,t.addEventListener(r,e,{passive:!1})}else void 0!==t.onwheel?t.onwheel=e:void 0!==t.onmousewheel&amp;&amp;(t.onmousewheel=e)}function q(t){var e=[];for(var r in t)e.push(t[r]);return e}e.exports={makeDragBox:function(t,e,r,a,u,d,E,L){var D,G,X,W,Y,Z,Q,$,J,K,tt,et,rt,nt,it,at,ot,st,lt,ut,ct,ft=t._fullLayout._zoomlayer,ht=E+L===&quot;nsew&quot;,dt=1===(E+L).length;function pt(){if(D=e.xaxis,G=e.yaxis,J=D._length,K=G._length,Q=D._offset,$=G._offset,(X={})[D._id]=D,(W={})[G._id]=G,E&amp;&amp;L)for(var r=e.overlays,n=0;n&lt;r.length;n++){var i=r[n].xaxis;X[i._id]=i;var a=r[n].yaxis;W[a._id]=a}Y=q(X),Z=q(W),rt=C(Y,L),nt=C(Z,E),it=!nt&amp;&amp;!rt,tt=V(t,t._fullLayout._axisConstraintGroups,X,W),et=V(t,t._fullLayout._axisMatchGroups,X,W),at=L||tt.isSubplotConstrained||et.isSubplotConstrained,ot=E||tt.isSubplotConstrained||et.isSubplotConstrained;var o=t._fullLayout;st=o._has(&quot;scattergl&quot;),lt=o._has(&quot;splom&quot;),ut=o._has(&quot;svg&quot;)}pt();var gt=function(t,e,r){return t?&quot;nsew&quot;===t?r?&quot;&quot;:&quot;pan&quot;===e?&quot;move&quot;:&quot;crosshair&quot;:t.toLowerCase()+&quot;-resize&quot;:&quot;pointer&quot;}(nt+rt,t._fullLayout.dragmode,ht),vt=S(e,E+L+&quot;drag&quot;,gt,r,a,u,d);if(it&amp;&amp;!ht)return vt.onmousedown=null,vt.style.pointerEvents=&quot;none&quot;,vt;var mt,yt,bt,xt,_t,wt,At,Mt,Tt,kt,Et={element:vt,gd:t,plotinfo:e};function Lt(){Et.plotinfo.selection=!1,_(ft)}function St(r,i){var a=t._fullLayout.clickmode;if(F(t),2!==r||dt||function(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];rt&amp;&amp;(r=r.concat(Y)),nt&amp;&amp;(r=r.concat(Z)),et.xaxes&amp;&amp;(r=r.concat(et.xaxes)),et.yaxes&amp;&amp;(r=r.concat(et.yaxes));var n,i,a,s={};if(&quot;reset+autosize&quot;===e)for(e=&quot;autosize&quot;,i=0;i&lt;r.length;i++)if((n=r[i])._rangeInitial&amp;&amp;(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&amp;&amp;!n.autorange){e=&quot;reset&quot;;break}if(&quot;autosize&quot;===e)for(i=0;i&lt;r.length;i++)(n=r[i]).fixedrange||(s[n._name+&quot;.autorange&quot;]=!0);else if(&quot;reset&quot;===e)for((rt||tt.isSubplotConstrained)&amp;&amp;(r=r.concat(tt.xaxes)),nt&amp;&amp;!tt.isSubplotConstrained&amp;&amp;(r=r.concat(tt.yaxes)),tt.isSubplotConstrained&amp;&amp;(rt?nt||(r=r.concat(Z)):r=r.concat(Y)),i=0;i&lt;r.length;i++)(n=r[i]).fixedrange||(n._rangeInitial?(a=n._rangeInitial,s[n._name+&quot;.range[0]&quot;]=a[0],s[n._name+&quot;.range[1]&quot;]=a[1]):s[n._name+&quot;.autorange&quot;]=!0);t.emit(&quot;plotly_doubleclick&quot;,null),o.call(&quot;_guiRelayout&quot;,t,s)}}(),ht)a.indexOf(&quot;select&quot;)&gt;-1&amp;&amp;w(i,t,Y,Z,e.id,Et),a.indexOf(&quot;event&quot;)&gt;-1&amp;&amp;f.click(t,i,e.id);else if(1===r&amp;&amp;dt){var s=E?G:D,u=&quot;s&quot;===E||&quot;w&quot;===L?0:1,c=s._name+&quot;.range[&quot;+u+&quot;]&quot;,h=function(t,e){var r,i=t.range[e],a=Math.abs(i-t.range[1-e]);return&quot;date&quot;===t.type?i:&quot;log&quot;===t.type?(r=Math.ceil(Math.max(0,-Math.log(a)/Math.LN10))+3,n.format(&quot;.&quot;+r+&quot;g&quot;)(Math.pow(10,i))):(r=Math.floor(Math.log(Math.abs(i))/Math.LN10)-Math.floor(Math.log(a)/Math.LN10)+4,n.format(&quot;.&quot;+String(r)+&quot;g&quot;)(i))}(s,u),d=&quot;left&quot;,p=&quot;middle&quot;;if(s.fixedrange)return;E?(p=&quot;n&quot;===E?&quot;top&quot;:&quot;bottom&quot;,&quot;right&quot;===s.side&amp;&amp;(d=&quot;right&quot;)):&quot;e&quot;===L&amp;&amp;(d=&quot;right&quot;),t._context.showAxisRangeEntryBoxes&amp;&amp;n.select(vt).call(l.makeEditable,{gd:t,immediate:!0,background:t._fullLayout.paper_bgcolor,text:String(h),fill:s.tickfont?s.tickfont.color:&quot;#444&quot;,horizontalAlign:d,verticalAlign:p}).on(&quot;edit&quot;,function(e){var r=s.d2r(e);void 0!==r&amp;&amp;o.call(&quot;_guiRelayout&quot;,t,c,r)})}}function Ct(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min(J,e+mt)),i=Math.max(0,Math.min(K,r+yt)),a=Math.abs(n-mt),o=Math.abs(i-yt);function s(){At=&quot;&quot;,bt.r=bt.l,bt.t=bt.b,Tt.attr(&quot;d&quot;,&quot;M0,0Z&quot;)}if(bt.l=Math.min(mt,n),bt.r=Math.max(mt,n),bt.t=Math.min(yt,i),bt.b=Math.max(yt,i),tt.isSubplotConstrained)a&gt;k||o&gt;k?(At=&quot;xy&quot;,a/J&gt;o/K?(o=a*K/J,yt&gt;i?bt.t=yt-o:bt.b=yt+o):(a=o*J/K,mt&gt;n?bt.l=mt-a:bt.r=mt+a),Tt.attr(&quot;d&quot;,U(bt))):s();else if(et.isSubplotConstrained)if(a&gt;k||o&gt;k){At=&quot;xy&quot;;var l=Math.min(bt.l/J,(K-bt.b)/K),u=Math.max(bt.r/J,(K-bt.t)/K);bt.l=l*J,bt.r=u*J,bt.b=(1-l)*K,bt.t=(1-u)*K,Tt.attr(&quot;d&quot;,U(bt))}else s();else!nt||o&lt;Math.min(Math.max(.6*a,T),k)?a&lt;T||!rt?s():(bt.t=0,bt.b=K,At=&quot;x&quot;,Tt.attr(&quot;d&quot;,function(t,e){return&quot;M&quot;+(t.l-.5)+&quot;,&quot;+(e-k-.5)+&quot;h-3v&quot;+(2*k+1)+&quot;h3ZM&quot;+(t.r+.5)+&quot;,&quot;+(e-k-.5)+&quot;h3v&quot;+(2*k+1)+&quot;h-3Z&quot;}(bt,yt))):!rt||a&lt;Math.min(.6*o,k)?(bt.l=0,bt.r=J,At=&quot;y&quot;,Tt.attr(&quot;d&quot;,function(t,e){return&quot;M&quot;+(e-k-.5)+&quot;,&quot;+(t.t-.5)+&quot;v-3h&quot;+(2*k+1)+&quot;v3ZM&quot;+(e-k-.5)+&quot;,&quot;+(t.b+.5)+&quot;v3h&quot;+(2*k+1)+&quot;v-3Z&quot;}(bt,mt))):(At=&quot;xy&quot;,Tt.attr(&quot;d&quot;,U(bt)));bt.w=bt.r-bt.l,bt.h=bt.b-bt.t,At&amp;&amp;(kt=!0),t._dragged=kt,N(Mt,Tt,bt,_t,wt,xt),wt=!0}function Ot(){if(ct={},Math.min(bt.h,bt.w)&lt;2*T)return F(t);&quot;xy&quot;!==At&amp;&amp;&quot;x&quot;!==At||(O(Y,bt.l/J,bt.r/J,ct,tt.xaxes),Dt(&quot;x&quot;,ct)),&quot;xy&quot;!==At&amp;&amp;&quot;y&quot;!==At||(O(Z,(K-bt.b)/K,(K-bt.t)/K,ct,tt.yaxes),Dt(&quot;y&quot;,ct)),F(t),jt(),j(t)}Et.prepFn=function(e,r,n){var a=Et.dragmode,o=t._fullLayout.dragmode;o!==a&amp;&amp;(Et.dragmode=o),pt(),it||(ht?e.shiftKey?&quot;pan&quot;===o?o=&quot;zoom&quot;:B(o)||(o=&quot;pan&quot;):e.ctrlKey&amp;&amp;(o=&quot;pan&quot;):o=&quot;pan&quot;),Et.minDrag=&quot;lasso&quot;===o?1:void 0,B(o)?(Et.xaxes=Y,Et.yaxes=Z,x(e,r,n,Et,o)):(Et.clickFn=St,B(a)&amp;&amp;Lt(),it||(&quot;zoom&quot;===o?(Et.moveFn=Ct,Et.doneFn=Ot,Et.minDrag=1,function(e,r,n){var a=vt.getBoundingClientRect();mt=r-a.left,yt=n-a.top,bt={l:mt,r:mt,w:0,t:yt,b:yt,h:0},xt=t._hmpixcount?t._hmlumcount/t._hmpixcount:i(t._fullLayout.plot_bgcolor).getLuminance(),wt=!1,At=&quot;xy&quot;,kt=!1,Mt=z(ft,xt,Q,$,_t=&quot;M0,0H&quot;+J+&quot;V&quot;+K+&quot;H0V0&quot;),Tt=I(ft,Q,$)}(0,r,n)):&quot;pan&quot;===o&amp;&amp;(Et.moveFn=Nt,Et.doneFn=jt)))},p.init(Et);var Rt=[0,0,J,K],Pt=null,zt=M.REDRAWDELAY,It=e.mainplot?t._fullLayout._plots[e.mainplot]:e;function Nt(e,r){if(!t._transitioningWithDuration){if(t._fullLayout._replotting=!0,&quot;ew&quot;===rt||&quot;ns&quot;===nt)return rt&amp;&amp;(R(Y,e),Dt(&quot;x&quot;)),nt&amp;&amp;(R(Z,r),Dt(&quot;y&quot;)),Bt([rt?-e:0,nt?-r:0,J,K]),void Ft();if(tt.isSubplotConstrained&amp;&amp;rt&amp;&amp;nt){var n=&quot;w&quot;===rt==(&quot;n&quot;===nt)?1:-1,i=(e/J+n*r/K)/2;e=i*J,r=n*i*K}&quot;w&quot;===rt?e=l(Y,0,e):&quot;e&quot;===rt?e=l(Y,1,-e):rt||(e=0),&quot;n&quot;===nt?r=l(Z,1,r):&quot;s&quot;===nt?r=l(Z,0,-r):nt||(r=0);var a=&quot;w&quot;===rt?e:0,o=&quot;n&quot;===nt?r:0;if(tt.isSubplotConstrained){var s;if(!rt&amp;&amp;1===nt.length){for(s=0;s&lt;Y.length;s++)Y[s].range=Y[s]._r.slice(),A(Y[s],1-r/K);a=(e=r*J/K)/2}if(!nt&amp;&amp;1===rt.length){for(s=0;s&lt;Z.length;s++)Z[s].range=Z[s]._r.slice(),A(Z[s],1-e/J);o=(r=e*K/J)/2}}Dt(&quot;x&quot;),Dt(&quot;y&quot;),Bt([a,o,J-e,K-r]),Ft()}function l(t,e,r){for(var n,i,a=1-e,o=0;o&lt;t.length;o++){var s=t[o];if(!s.fixedrange){n=s,i=s._rl[a]+(s._rl[e]-s._rl[a])/P(r/s._length);var l=s.l2r(i);!1!==l&amp;&amp;void 0!==l&amp;&amp;(s.range[e]=l)}}return n._length*(n._rl[e]-i)/(n._rl[e]-n._rl[a])}}function Dt(t,e){for(var r=et.isSubplotConstrained?{x:Z,y:Y}[t]:et[t+&quot;axes&quot;],n=et.isSubplotConstrained?{x:Y,y:Z}[t]:[],i=0;i&lt;r.length;i++){var a=r[i],o=a._id,s=et.xLinks[o]||et.yLinks[o],l=n[0]||X[s]||W[s];if(l){var u=l.range;e?(e[a._name+&quot;.range[0]&quot;]=u[0],e[a._name+&quot;.range[1]&quot;]=u[1]):a.range=u}}}function Ft(){var e,r=[];function n(t){for(e=0;e&lt;t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(at&amp;&amp;(n(Y),n(tt.xaxes),n(et.xaxes)),ot&amp;&amp;(n(Z),n(tt.yaxes),n(et.yaxes)),ct={},e=0;e&lt;r.length;e++){var i=r[e],a=b(t,i);h.drawOne(t,a,{skipTitle:!0}),ct[a._name+&quot;.range[0]&quot;]=a.range[0],ct[a._name+&quot;.range[1]&quot;]=a.range[1]}h.redrawComponents(t,r)}function jt(){Bt([0,0,J,K]),s.syncOrAsync([y.previousPromises,function(){t._fullLayout._replotting=!1,o.call(&quot;_guiRelayout&quot;,t,ct)}],t)}function Bt(e){var r,n,i,a,l=t._fullLayout,u=l._plots,f=l._subplots.cartesian;if(lt&amp;&amp;o.subplotsRegistry.splom.drag(t),st)for(r=0;r&lt;f.length;r++)if(i=(n=u[f[r]]).xaxis,a=n.yaxis,n._scene){var h=s.simpleMap(i.range,i.r2l),d=s.simpleMap(a.range,a.r2l);n._scene.update({range:[h[0],d[0],h[1],d[1]]})}if((lt||st)&amp;&amp;(v(t),m(t)),ut){var p=e[2]/D._length,g=e[3]/G._length;for(r=0;r&lt;f.length;r++){i=(n=u[f[r]]).xaxis,a=n.yaxis;var y,b,x,_,w=at&amp;&amp;!i.fixedrange&amp;&amp;X[i._id],A=ot&amp;&amp;!a.fixedrange&amp;&amp;W[a._id];if(w?(y=p,x=L?e[0]:Ht(i,y)):et.xaHash[i._id]?(y=p,x=e[0]*i._length/D._length):et.yaHash[i._id]?(y=g,x=&quot;ns&quot;===nt?-e[1]*i._length/G._length:Ht(i,y,{n:&quot;top&quot;,s:&quot;bottom&quot;}[nt])):x=Vt(i,y=Ut(i,p,g)),A?(b=g,_=E?e[1]:Ht(a,b)):et.yaHash[a._id]?(b=g,_=e[1]*a._length/G._length):et.xaHash[a._id]?(b=p,_=&quot;ew&quot;===rt?-e[0]*a._length/D._length:Ht(a,b,{e:&quot;right&quot;,w:&quot;left&quot;}[rt])):_=Vt(a,b=Ut(a,p,g)),y||b){y||(y=1),b||(b=1);var M=i._offset-x/y,T=a._offset-_/b;n.clipRect.call(c.setTranslate,x,_).call(c.setScale,y,b),n.plot.call(c.setTranslate,M,T).call(c.setScale,1/y,1/b),y===n.xScaleFactor&amp;&amp;b===n.yScaleFactor||(c.setPointGroupScale(n.zoomScalePts,y,b),c.setTextPointsScale(n.zoomScaleTxt,y,b)),c.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=y,n.yScaleFactor=b}}}}function Ut(t,e,r){return t.fixedrange?0:at&amp;&amp;tt.xaHash[t._id]?e:ot&amp;&amp;(tt.isSubplotConstrained?tt.xaHash:tt.yaHash)[t._id]?r:0}function Vt(t,e){return e?(t.range=t._r.slice(),A(t,e),Ht(t,e)):0}function Ht(t,e,r){return t._length*(1-e)*g[r||t.constraintoward||&quot;middle&quot;]}return E.length*L.length!=1&amp;&amp;H(vt,function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(Lt(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();pt(),clearTimeout(Pt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,i=Math.exp(-Math.min(Math.max(r,-20),20)/200),a=It.draglayer.select(&quot;.nsewdrag&quot;).node().getBoundingClientRect(),o=(e.clientX-a.left)/a.width,l=(a.bottom-e.clientY)/a.height;if(at){for(L||(o=.5),n=0;n&lt;Y.length;n++)u(Y[n],o,i);Dt(&quot;x&quot;),Rt[2]*=i,Rt[0]+=Rt[2]*o*(1/i-1)}if(ot){for(E||(l=.5),n=0;n&lt;Z.length;n++)u(Z[n],l,i);Dt(&quot;y&quot;),Rt[3]*=i,Rt[1]+=Rt[3]*(1-l)*(1/i-1)}Bt(Rt),Ft(),Pt=setTimeout(function(){Rt=[0,0,J,K],jt()},zt),e.preventDefault()}else s.log(&quot;Did not find wheel motion attributes: &quot;,e)}function u(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),i=n[0]+(n[1]-n[0])*e;t.range=n.map(function(e){return t.l2r(i+(e-i)*r)})}}}),vt},makeDragger:L,makeRectDragger:S,makeZoombox:z,makeCorners:I,updateZoombox:N,xyCorners:U,transitionZoombox:D,removeZoombox:F,showDoubleClickNotifier:j,attachWheelEventHandler:H}},{&quot;../../components/color&quot;:376,&quot;../../components/dragelement&quot;:394,&quot;../../components/drawing&quot;:397,&quot;../../components/fx&quot;:415,&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/clear_gl_canvases&quot;:483,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/subroutines&quot;:532,&quot;../../registry&quot;:592,&quot;../plots&quot;:584,&quot;./axes&quot;:541,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,&quot;./scale_zoom&quot;:557,&quot;./select&quot;:558,d3:81,&quot;has-passive-events&quot;:252,tinycolor2:342}],550:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../components/fx&quot;),a=t(&quot;../../components/dragelement&quot;),o=t(&quot;../../lib/setcursor&quot;),s=t(&quot;./dragbox&quot;).makeDragBox,l=t(&quot;./constants&quot;).DRAGGERSIZE;r.initInteractions=function(t){var e=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(&quot;.drag&quot;).remove();else if(e._has(&quot;cartesian&quot;)||e._has(&quot;splom&quot;)){Object.keys(e._plots||{}).sort(function(t,r){if((e._plots[t].mainplot&amp;&amp;!0)===(e._plots[r].mainplot&amp;&amp;!0)){var n=t.split(&quot;y&quot;),i=r.split(&quot;y&quot;);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,u=n.yaxis;if(!n.mainplot){var c=s(t,n,o._offset,u._offset,o._length,u._length,&quot;ns&quot;,&quot;ew&quot;);c.onmousemove=function(e){t._fullLayout._rehover=function(){t._fullLayout._hoversubplot===r&amp;&amp;i.hover(t,e,r)},i.hover(t,e,r),t._fullLayout._lasthover=c,t._fullLayout._hoversubplot=r},c.onmouseout=function(e){t._dragging||(t._fullLayout._hoversubplot=null,a.unhover(t,e))},t._context.showAxisDragHandles&amp;&amp;(s(t,n,o._offset-l,u._offset-l,l,l,&quot;n&quot;,&quot;w&quot;),s(t,n,o._offset+o._length,u._offset-l,l,l,&quot;n&quot;,&quot;e&quot;),s(t,n,o._offset-l,u._offset+u._length,l,l,&quot;s&quot;,&quot;w&quot;),s(t,n,o._offset+o._length,u._offset+u._length,l,l,&quot;s&quot;,&quot;e&quot;))}if(t._context.showAxisDragHandles){if(r===o._mainSubplot){var f=o._mainLinePosition;&quot;top&quot;===o.side&amp;&amp;(f-=l),s(t,n,o._offset+.1*o._length,f,.8*o._length,l,&quot;&quot;,&quot;ew&quot;),s(t,n,o._offset,f,.1*o._length,l,&quot;&quot;,&quot;w&quot;),s(t,n,o._offset+.9*o._length,f,.1*o._length,l,&quot;&quot;,&quot;e&quot;)}if(r===u._mainSubplot){var h=u._mainLinePosition;&quot;right&quot;!==u.side&amp;&amp;(h-=l),s(t,n,h,u._offset+.1*u._length,l,.8*u._length,&quot;ns&quot;,&quot;&quot;),s(t,n,h,u._offset+.9*u._length,l,.1*u._length,&quot;s&quot;,&quot;&quot;),s(t,n,h,u._offset,l,.1*u._length,&quot;n&quot;,&quot;&quot;)}}});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=&quot;pan&quot;===e.dragmode?&quot;move&quot;:&quot;crosshair&quot;;o(e._draggers,r)}},{&quot;../../components/dragelement&quot;:394,&quot;../../components/fx&quot;:415,&quot;../../lib/setcursor&quot;:514,&quot;./constants&quot;:547,&quot;./dragbox&quot;:549,d3:81}],551:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;);e.exports=function(t){return function(e,r){var a=e[t];if(Array.isArray(a))for(var o=n.subplotsRegistry.cartesian,s=o.idRegex,l=r._subplots,u=l.xaxis,c=l.yaxis,f=l.cartesian,h=r._has(&quot;cartesian&quot;)||r._has(&quot;gl2d&quot;),d=0;d&lt;a.length;d++){var p=a[d];if(i.isPlainObject(p)){var g=p.xref,v=p.yref,m=s.x.test(g),y=s.y.test(v);if(m||y){h||i.pushUnique(r._basePlotModules,o);var b=!1;m&amp;&amp;-1===u.indexOf(g)&amp;&amp;(u.push(g),b=!0),y&amp;&amp;-1===c.indexOf(v)&amp;&amp;(c.push(v),b=!0),b&amp;&amp;m&amp;&amp;y&amp;&amp;f.push(g+v)}}}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],552:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../plots&quot;),s=t(&quot;../../components/drawing&quot;),l=t(&quot;../get_data&quot;).getModuleCalcData,u=t(&quot;./axis_ids&quot;),c=t(&quot;./constants&quot;),f=t(&quot;../../constants/xmlns_namespaces&quot;),h=a.ensureSingle;function d(t,e,r){return a.ensureSingle(t,e,r,function(t){t.datum(r)})}function p(t,e,r,a,o){for(var u,f,h,d=c.traceLayerClasses,p=t._fullLayout,g=p._modules,v=[],m=[],y=0;y&lt;g.length;y++){var b=(u=g[y]).name,x=i.modules[b].categories;if(x.svg){var _=u.layerName||b+&quot;layer&quot;,w=u.plot;h=(f=l(r,w))[0],r=f[1],h.length&amp;&amp;v.push({i:d.indexOf(_),className:_,plotMethod:w,cdModule:h}),x.zoomScale&amp;&amp;m.push(&quot;.&quot;+_)}}v.sort(function(t,e){return t.i-e.i});var A=e.plot.selectAll(&quot;g.mlayer&quot;).data(v,function(t){return t.className});if(A.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return t.className}).classed(&quot;mlayer&quot;,!0),A.exit().remove(),A.order(),A.each(function(r){var i=n.select(this),l=r.className;r.plotMethod(t,e,r.cdModule,i,a,o),&quot;scatterlayer&quot;!==l&amp;&amp;&quot;barlayer&quot;!==l&amp;&amp;&quot;waterfalllayer&quot;!==l&amp;&amp;s.setClipUrl(i,e.layerClipId,t)}),p._has(&quot;scattergl&quot;)&amp;&amp;(u=i.getModule(&quot;scattergl&quot;),h=l(r,u)[0],u.plot(t,e,h)),!t._context.staticPlot&amp;&amp;(e._hasClipOnAxisFalse&amp;&amp;(e.clipOnAxisFalseTraces=e.plot.selectAll(&quot;.scatterlayer, .barlayer, .waterfalllayer&quot;).selectAll(&quot;.trace&quot;)),m.length)){var M=e.plot.selectAll(m.join(&quot;,&quot;)).selectAll(&quot;.trace&quot;);e.zoomScalePts=M.selectAll(&quot;path.point&quot;),e.zoomScaleTxt=M.selectAll(&quot;.textpoint&quot;)}}function g(t,e){var r=e.plotgroup,n=e.id,i=c.layerValue2layerClass[e.xaxis.layer],a=c.layerValue2layerClass[e.yaxis.layer],o=t._fullLayout._hasOnlyLargeSploms;if(e.mainplot){var s=e.mainplotinfo,l=s.plotgroup,f=n+&quot;-x&quot;,p=n+&quot;-y&quot;;e.gridlayer=s.gridlayer,e.zerolinelayer=s.zerolinelayer,h(s.overlinesBelow,&quot;path&quot;,f),h(s.overlinesBelow,&quot;path&quot;,p),h(s.overaxesBelow,&quot;g&quot;,f),h(s.overaxesBelow,&quot;g&quot;,p),e.plot=h(s.overplot,&quot;g&quot;,n),h(s.overlinesAbove,&quot;path&quot;,f),h(s.overlinesAbove,&quot;path&quot;,p),h(s.overaxesAbove,&quot;g&quot;,f),h(s.overaxesAbove,&quot;g&quot;,p),e.xlines=l.select(&quot;.overlines-&quot;+i).select(&quot;.&quot;+f),e.ylines=l.select(&quot;.overlines-&quot;+a).select(&quot;.&quot;+p),e.xaxislayer=l.select(&quot;.overaxes-&quot;+i).select(&quot;.&quot;+f),e.yaxislayer=l.select(&quot;.overaxes-&quot;+a).select(&quot;.&quot;+p)}else if(o)e.xlines=h(r,&quot;path&quot;,&quot;xlines-above&quot;),e.ylines=h(r,&quot;path&quot;,&quot;ylines-above&quot;),e.xaxislayer=h(r,&quot;g&quot;,&quot;xaxislayer-above&quot;),e.yaxislayer=h(r,&quot;g&quot;,&quot;yaxislayer-above&quot;);else{var g=h(r,&quot;g&quot;,&quot;layer-subplot&quot;);e.shapelayer=h(g,&quot;g&quot;,&quot;shapelayer&quot;),e.imagelayer=h(g,&quot;g&quot;,&quot;imagelayer&quot;),e.gridlayer=h(r,&quot;g&quot;,&quot;gridlayer&quot;),e.zerolinelayer=h(r,&quot;g&quot;,&quot;zerolinelayer&quot;),h(r,&quot;path&quot;,&quot;xlines-below&quot;),h(r,&quot;path&quot;,&quot;ylines-below&quot;),e.overlinesBelow=h(r,&quot;g&quot;,&quot;overlines-below&quot;),h(r,&quot;g&quot;,&quot;xaxislayer-below&quot;),h(r,&quot;g&quot;,&quot;yaxislayer-below&quot;),e.overaxesBelow=h(r,&quot;g&quot;,&quot;overaxes-below&quot;),e.plot=h(r,&quot;g&quot;,&quot;plot&quot;),e.overplot=h(r,&quot;g&quot;,&quot;overplot&quot;),e.xlines=h(r,&quot;path&quot;,&quot;xlines-above&quot;),e.ylines=h(r,&quot;path&quot;,&quot;ylines-above&quot;),e.overlinesAbove=h(r,&quot;g&quot;,&quot;overlines-above&quot;),h(r,&quot;g&quot;,&quot;xaxislayer-above&quot;),h(r,&quot;g&quot;,&quot;yaxislayer-above&quot;),e.overaxesAbove=h(r,&quot;g&quot;,&quot;overaxes-above&quot;),e.xlines=r.select(&quot;.xlines-&quot;+i),e.ylines=r.select(&quot;.ylines-&quot;+a),e.xaxislayer=r.select(&quot;.xaxislayer-&quot;+i),e.yaxislayer=r.select(&quot;.yaxislayer-&quot;+a)}o||(d(e.gridlayer,&quot;g&quot;,e.xaxis._id),d(e.gridlayer,&quot;g&quot;,e.yaxis._id),e.gridlayer.selectAll(&quot;g&quot;).map(function(t){return t[0]}).sort(u.idSort)),e.xlines.style(&quot;fill&quot;,&quot;none&quot;).classed(&quot;crisp&quot;,!0),e.ylines.style(&quot;fill&quot;,&quot;none&quot;).classed(&quot;crisp&quot;,!0)}function v(t,e){if(t){var r={};for(var i in t.each(function(t){var i=t[0];n.select(this).remove(),m(i,e),r[i]=!0}),e._plots)for(var a=e._plots[i].overlays||[],o=0;o&lt;a.length;o++){var s=a[o];r[s.id]&amp;&amp;s.plot.selectAll(&quot;.trace&quot;).remove()}}}function m(t,e){e._draggers.selectAll(&quot;g.&quot;+t).remove(),e._defs.select(&quot;#clip&quot;+e._uid+t+&quot;plot&quot;).remove()}r.name=&quot;cartesian&quot;,r.attr=[&quot;xaxis&quot;,&quot;yaxis&quot;],r.idRoot=[&quot;x&quot;,&quot;y&quot;],r.idRegex=c.idRegex,r.attrRegex=c.attrRegex,r.attributes=t(&quot;./attributes&quot;),r.layoutAttributes=t(&quot;./layout_attributes&quot;),r.supplyLayoutDefaults=t(&quot;./layout_defaults&quot;),r.transitionAxes=t(&quot;./transition_axes&quot;),r.finalizeSubplots=function(t,e){var r,n,i,o=e._subplots,s=o.xaxis,l=o.yaxis,f=o.cartesian,h=f.concat(o.gl2d||[]),d={},p={};for(r=0;r&lt;h.length;r++){var g=h[r].split(&quot;y&quot;);d[g[0]]=1,p[&quot;y&quot;+g[1]]=1}for(r=0;r&lt;s.length;r++)d[n=s[r]]||(i=(t[u.id2name(n)]||{}).anchor,c.idRegex.y.test(i)||(i=&quot;y&quot;),f.push(n+i),h.push(n+i),p[i]||(p[i]=1,a.pushUnique(l,i)));for(r=0;r&lt;l.length;r++)p[i=l[r]]||(n=(t[u.id2name(i)]||{}).anchor,c.idRegex.x.test(n)||(n=&quot;x&quot;),f.push(n+i),h.push(n+i),d[n]||(d[n]=1,a.pushUnique(s,n)));if(!h.length){for(var v in n=&quot;&quot;,i=&quot;&quot;,t){if(c.attrRegex.test(v))&quot;x&quot;===v.charAt(0)?(!n||+v.substr(5)&lt;+n.substr(5))&amp;&amp;(n=v):(!i||+v.substr(5)&lt;+i.substr(5))&amp;&amp;(i=v)}n=n?u.name2id(n):&quot;x&quot;,i=i?u.name2id(i):&quot;y&quot;,s.push(n),l.push(i),f.push(n+i)}},r.plot=function(t,e,r,n){var i,a=t._fullLayout,o=a._subplots.cartesian,s=t.calcdata;if(null!==e){if(!Array.isArray(e))for(e=[],i=0;i&lt;s.length;i++)e.push(i);for(i=0;i&lt;o.length;i++){for(var l,u=o[i],c=a._plots[u],f=[],h=0;h&lt;s.length;h++){var d=s[h],g=d[0].trace;g.xaxis+g.yaxis===u&amp;&amp;((-1!==e.indexOf(g.index)||g.carpet)&amp;&amp;(l&amp;&amp;l[0].trace.xaxis+l[0].trace.yaxis===u&amp;&amp;-1!==[&quot;tonextx&quot;,&quot;tonexty&quot;,&quot;tonext&quot;].indexOf(g.fill)&amp;&amp;-1===f.indexOf(l)&amp;&amp;f.push(l),f.push(d)),l=d)}p(t,c,f,r,n)}}},r.clean=function(t,e,r,n){var i,a,o,s=n._plots||{},l=e._plots||{},c=n._subplots||{};if(n._hasOnlyLargeSploms&amp;&amp;!e._hasOnlyLargeSploms)for(o in s)(i=s[o]).plotgroup&amp;&amp;i.plotgroup.remove();var f=n._has&amp;&amp;n._has(&quot;gl&quot;),h=e._has&amp;&amp;e._has(&quot;gl&quot;);if(f&amp;&amp;!h)for(o in s)(i=s[o])._scene&amp;&amp;i._scene.destroy();if(c.xaxis&amp;&amp;c.yaxis){var d=u.listIds({_fullLayout:n});for(a=0;a&lt;d.length;a++){var p=d[a];e[u.id2name(p)]||n._infolayer.selectAll(&quot;.g-&quot;+p+&quot;title&quot;).remove()}}var g=n._has&amp;&amp;n._has(&quot;cartesian&quot;),y=e._has&amp;&amp;e._has(&quot;cartesian&quot;);if(g&amp;&amp;!y)v(n._cartesianlayer.selectAll(&quot;.subplot&quot;),n),n._defs.selectAll(&quot;.axesclip&quot;).remove(),delete n._axisConstraintGroups;else if(c.cartesian)for(a=0;a&lt;c.cartesian.length;a++){var b=c.cartesian[a];if(!l[b]){var x=&quot;.&quot;+b+&quot;,.&quot;+b+&quot;-x,.&quot;+b+&quot;-y&quot;;n._cartesianlayer.selectAll(x).remove(),m(b,n)}}},r.drawFramework=function(t){var e=t._fullLayout,r=function(t){var e,r,n,i,a,o,s=t._fullLayout,l=s._subplots.cartesian,u=l.length,c=[],f=[];for(e=0;e&lt;u;e++){n=l[e],i=s._plots[n],a=i.xaxis,o=i.yaxis;var h=a._mainAxis,d=o._mainAxis,p=h._id+d._id,g=s._plots[p];i.overlays=[],p!==n&amp;&amp;g?(i.mainplot=p,i.mainplotinfo=g,f.push(n)):(i.mainplot=void 0,i.mainPlotinfo=void 0,c.push(n))}for(e=0;e&lt;f.length;e++)n=f[e],(i=s._plots[n]).mainplotinfo.overlays.push(i);var v=c.concat(f),m=new Array(u);for(e=0;e&lt;u;e++){n=v[e],i=s._plots[n],a=i.xaxis,o=i.yaxis;var y=[n,a.layer,o.layer,a.overlaying||&quot;&quot;,o.overlaying||&quot;&quot;];for(r=0;r&lt;i.overlays.length;r++)y.push(i.overlays[r].id);m[e]=y}return m}(t),i=e._cartesianlayer.selectAll(&quot;.subplot&quot;).data(r,String);i.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return&quot;subplot &quot;+t[0]}),i.order(),i.exit().call(v,e),i.each(function(r){var i=r[0],a=e._plots[i];a.plotgroup=n.select(this),g(t,a),a.draglayer=h(e._draggers,&quot;g&quot;,i)})},r.rangePlot=function(t,e,r){g(t,e),p(t,e,r),o.style(t)},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(&quot;.svg-container&quot;);r.filter(function(t,e){return e===r.size()-1}).selectAll(&quot;.gl-canvas-context, .gl-canvas-focus&quot;).each(function(){var t=this.toDataURL(&quot;image/png&quot;);e.append(&quot;svg:image&quot;).attr({xmlns:f.svg,&quot;xlink:href&quot;:t,preserveAspectRatio:&quot;none&quot;,x:0,y:0,width:this.width,height:this.height})})},r.updateFx=t(&quot;./graph_interact&quot;).updateFx},{&quot;../../components/drawing&quot;:397,&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../get_data&quot;:569,&quot;../plots&quot;:584,&quot;./attributes&quot;:539,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,&quot;./graph_interact&quot;:550,&quot;./layout_attributes&quot;:553,&quot;./layout_defaults&quot;:554,&quot;./transition_axes&quot;:563,d3:81}],553:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../font_attributes&quot;),i=t(&quot;../../components/color/attributes&quot;),a=t(&quot;../../components/drawing/attributes&quot;).dash,o=t(&quot;../../lib/extend&quot;).extendFlat,s=t(&quot;../../plot_api/plot_template&quot;).templatedArray,l=t(&quot;./constants&quot;);e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},color:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},title:{text:{valType:&quot;string&quot;,editType:&quot;ticks&quot;},font:n({editType:&quot;ticks&quot;}),editType:&quot;ticks&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;-&quot;,&quot;linear&quot;,&quot;log&quot;,&quot;date&quot;,&quot;category&quot;,&quot;multicategory&quot;],dflt:&quot;-&quot;,editType:&quot;calc&quot;,_noTemplating:!0},autorange:{valType:&quot;enumerated&quot;,values:[!0,!1,&quot;reversed&quot;],dflt:!0,editType:&quot;axrange&quot;,impliedEdits:{&quot;range[0]&quot;:void 0,&quot;range[1]&quot;:void 0}},rangemode:{valType:&quot;enumerated&quot;,values:[&quot;normal&quot;,&quot;tozero&quot;,&quot;nonnegative&quot;],dflt:&quot;normal&quot;,editType:&quot;plot&quot;},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;axrange&quot;,impliedEdits:{&quot;^autorange&quot;:!1},anim:!0},{valType:&quot;any&quot;,editType:&quot;axrange&quot;,impliedEdits:{&quot;^autorange&quot;:!1},anim:!0}],editType:&quot;axrange&quot;,impliedEdits:{autorange:!1},anim:!0},fixedrange:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},scaleanchor:{valType:&quot;enumerated&quot;,values:[l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},scaleratio:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;plot&quot;},constrain:{valType:&quot;enumerated&quot;,values:[&quot;range&quot;,&quot;domain&quot;],dflt:&quot;range&quot;,editType:&quot;plot&quot;},constraintoward:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],editType:&quot;plot&quot;},matches:{valType:&quot;enumerated&quot;,values:[l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;calc&quot;},tickmode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;linear&quot;,&quot;array&quot;],editType:&quot;ticks&quot;,impliedEdits:{tick0:void 0,dtick:void 0}},nticks:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;ticks&quot;},tick0:{valType:&quot;any&quot;,editType:&quot;ticks&quot;,impliedEdits:{tickmode:&quot;linear&quot;}},dtick:{valType:&quot;any&quot;,editType:&quot;ticks&quot;,impliedEdits:{tickmode:&quot;linear&quot;}},tickvals:{valType:&quot;data_array&quot;,editType:&quot;ticks&quot;},ticktext:{valType:&quot;data_array&quot;,editType:&quot;ticks&quot;},ticks:{valType:&quot;enumerated&quot;,values:[&quot;outside&quot;,&quot;inside&quot;,&quot;&quot;],editType:&quot;ticks&quot;},tickson:{valType:&quot;enumerated&quot;,values:[&quot;labels&quot;,&quot;boundaries&quot;],dflt:&quot;labels&quot;,editType:&quot;ticks&quot;},mirror:{valType:&quot;enumerated&quot;,values:[!0,&quot;ticks&quot;,!1,&quot;all&quot;,&quot;allticks&quot;],dflt:!1,editType:&quot;ticks+layoutstyle&quot;},ticklen:{valType:&quot;number&quot;,min:0,dflt:5,editType:&quot;ticks&quot;},tickwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks&quot;},tickcolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},showticklabels:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},automargin:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks&quot;},showspikes:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;modebar&quot;},spikecolor:{valType:&quot;color&quot;,dflt:null,editType:&quot;none&quot;},spikethickness:{valType:&quot;number&quot;,dflt:3,editType:&quot;none&quot;},spikedash:o({},a,{dflt:&quot;dash&quot;,editType:&quot;none&quot;}),spikemode:{valType:&quot;flaglist&quot;,flags:[&quot;toaxis&quot;,&quot;across&quot;,&quot;marker&quot;],dflt:&quot;toaxis&quot;,editType:&quot;none&quot;},spikesnap:{valType:&quot;enumerated&quot;,values:[&quot;data&quot;,&quot;cursor&quot;],dflt:&quot;data&quot;,editType:&quot;none&quot;},tickfont:n({editType:&quot;ticks&quot;}),tickangle:{valType:&quot;angle&quot;,dflt:&quot;auto&quot;,editType:&quot;ticks&quot;},tickprefix:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},showtickprefix:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},ticksuffix:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},showticksuffix:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},showexponent:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},exponentformat:{valType:&quot;enumerated&quot;,values:[&quot;none&quot;,&quot;e&quot;,&quot;E&quot;,&quot;power&quot;,&quot;SI&quot;,&quot;B&quot;],dflt:&quot;B&quot;,editType:&quot;ticks&quot;},separatethousands:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks&quot;},tickformat:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},tickformatstops:s(&quot;tickformatstop&quot;,{enabled:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},dtickrange:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;ticks&quot;},{valType:&quot;any&quot;,editType:&quot;ticks&quot;}],editType:&quot;ticks&quot;},value:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},editType:&quot;ticks&quot;}),hoverformat:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;none&quot;},showline:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks+layoutstyle&quot;},linecolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;layoutstyle&quot;},linewidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks+layoutstyle&quot;},showgrid:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},gridcolor:{valType:&quot;color&quot;,dflt:i.lightLine,editType:&quot;ticks&quot;},gridwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks&quot;},zeroline:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},zerolinecolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},zerolinewidth:{valType:&quot;number&quot;,dflt:1,editType:&quot;ticks&quot;},showdividers:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},dividercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},dividerwidth:{valType:&quot;number&quot;,dflt:1,editType:&quot;ticks&quot;},anchor:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;,l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},side:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;bottom&quot;,&quot;left&quot;,&quot;right&quot;],editType:&quot;plot&quot;},overlaying:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;,l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;above traces&quot;,&quot;below traces&quot;],dflt:&quot;above traces&quot;,editType:&quot;plot&quot;},domain:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;}],dflt:[0,1],editType:&quot;plot&quot;},position:{valType:&quot;number&quot;,min:0,max:1,dflt:0,editType:&quot;plot&quot;},categoryorder:{valType:&quot;enumerated&quot;,values:[&quot;trace&quot;,&quot;category ascending&quot;,&quot;category descending&quot;,&quot;array&quot;],dflt:&quot;trace&quot;,editType:&quot;calc&quot;},categoryarray:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;calc&quot;,_deprecated:{autotick:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},title:{valType:&quot;string&quot;,editType:&quot;ticks&quot;},titlefont:n({editType:&quot;ticks&quot;})}}},{&quot;../../components/color/attributes&quot;:375,&quot;../../components/drawing/attributes&quot;:396,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/plot_template&quot;:531,&quot;../font_attributes&quot;:567,&quot;./constants&quot;:547}],554:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/color&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;../layout_attributes&quot;),s=t(&quot;./layout_attributes&quot;),l=t(&quot;./type_defaults&quot;),u=t(&quot;./axis_defaults&quot;),c=t(&quot;./constraints&quot;).handleConstraintDefaults,f=t(&quot;./position_defaults&quot;),h=t(&quot;./axis_ids&quot;),d=h.id2name,p=h.name2id,g=t(&quot;../../registry&quot;),v=g.traceIs,m=g.getComponentMethod;function y(t,e,r){Array.isArray(t[e])?t[e].push(r):t[e]=[r]}e.exports=function(t,e,r){var h,g,b={},x={},_={},w={},A={};for(h=0;h&lt;r.length;h++){var M=r[h];if(v(M,&quot;cartesian&quot;)||v(M,&quot;gl2d&quot;)){var T,k;if(M.xaxis)y(b,T=d(M.xaxis),M);else if(M.xaxes)for(g=0;g&lt;M.xaxes.length;g++)y(b,d(M.xaxes[g]),M);if(M.yaxis)y(b,k=d(M.yaxis),M);else if(M.yaxes)for(g=0;g&lt;M.yaxes.length;g++)y(b,d(M.yaxes[g]),M);if(v(M,&quot;carpet&quot;)&amp;&amp;(&quot;carpet&quot;!==M.type||M._cheater)||T&amp;&amp;(_[T]=1),&quot;carpet&quot;===M.type&amp;&amp;M._cheater&amp;&amp;T&amp;&amp;(x[T]=1),v(M,&quot;2dMap&quot;)&amp;&amp;(w[T]=1,w[k]=1),v(M,&quot;oriented&quot;))A[&quot;h&quot;===M.orientation?k:T]=1}}var E=e._subplots,L=E.xaxis,S=E.yaxis,C=n.simpleMap(L,d),O=n.simpleMap(S,d),R=C.concat(O),P=i.background;L.length&amp;&amp;S.length&amp;&amp;(P=n.coerce(t,e,o,&quot;plot_bgcolor&quot;));var z,I,N,D,F=i.combine(P,e.paper_bgcolor);function j(t,e){return n.coerce(N,D,s,t,e)}function B(t,e){return n.coerce2(N,D,s,t,e)}function U(t){return&quot;x&quot;===t?S:L}var V={x:U(&quot;x&quot;),y:U(&quot;y&quot;)},H=V.x.concat(V.y);function q(e,r){for(var n=&quot;x&quot;===e?C:O,i=[],a=0;a&lt;n.length;a++){var o=n[a];o===r||(t[o]||{}).overlaying||i.push(p(o))}return i}for(h=0;h&lt;R.length;h++){I=(z=R[h]).charAt(0),n.isPlainObject(t[z])||(t[z]={}),N=t[z],D=a.newContainer(e,z,I+&quot;axis&quot;);var G=b[z]||[];D._traceIndices=G.map(function(t){return t._expandedIndex}),D._annIndices=[],D._shapeIndices=[],D._imgIndices=[],D._subplotsWith=[],D._counterAxes=[],D._name=D._attr=z;var X=D._id=p(z),W=q(I,z),Y={letter:I,font:e.font,outerTicks:w[z],showGrid:!A[z],data:G,bgColor:F,calendar:e.calendar,automargin:!0,cheateronly:&quot;x&quot;===I&amp;&amp;x[z]&amp;&amp;!_[z],splomStash:((e._splomAxes||{})[I]||{})[X]};j(&quot;uirevision&quot;,e.uirevision),l(N,D,j,Y),u(N,D,j,Y,e);var Z=B(&quot;spikecolor&quot;),Q=B(&quot;spikethickness&quot;),$=B(&quot;spikedash&quot;),J=B(&quot;spikemode&quot;),K=B(&quot;spikesnap&quot;);j(&quot;showspikes&quot;,!!(Z||Q||$||J||K))||(delete D.spikecolor,delete D.spikethickness,delete D.spikedash,delete D.spikemode,delete D.spikesnap),f(N,D,j,{letter:I,counterAxes:V[I],overlayableAxes:W,grid:e.grid}),D._input=N}var tt=m(&quot;rangeslider&quot;,&quot;handleDefaults&quot;),et=m(&quot;rangeselector&quot;,&quot;handleDefaults&quot;);for(h=0;h&lt;C.length;h++)z=C[h],N=t[z],D=e[z],tt(t,e,z),&quot;date&quot;===D.type&amp;&amp;et(N,D,e,O,D.calendar),j(&quot;fixedrange&quot;);for(h=0;h&lt;O.length;h++){z=O[h],N=t[z],D=e[z];var rt=e[d(D.anchor)];j(&quot;fixedrange&quot;,m(&quot;rangeslider&quot;,&quot;isVisible&quot;)(rt))}var nt=e._axisConstraintGroups=[],it=e._axisMatchGroups=[];for(h=0;h&lt;R.length;h++)I=(z=R[h]).charAt(0),N=t[z],D=e[z],c(N,D,j,H,e);for(h=0;h&lt;it.length;h++){var at,ot=it[h],st=null,lt=null;for(at in ot)(D=e[d(at)]).matches||(st=D.range,lt=D.autorange);if(null===st||null===lt)for(at in ot){st=(D=e[d(at)]).range,lt=D.autorange;break}for(at in ot)(D=e[d(at)]).matches&amp;&amp;(D.range=st.slice(),D.autorange=lt),D._matchGroup=ot;if(nt.length)for(at in ot)for(g=0;g&lt;nt.length;g++){var ut=nt[g];for(var ct in ut)at===ct&amp;&amp;(n.warn(&quot;Axis &quot;+ct+&quot; is set with both a *scaleanchor* and *matches* constraint; ignoring the scale constraint.&quot;),delete ut[ct],Object.keys(ut).length&lt;2&amp;&amp;nt.splice(g,1))}}}},{&quot;../../components/color&quot;:376,&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592,&quot;../layout_attributes&quot;:582,&quot;./axis_defaults&quot;:543,&quot;./axis_ids&quot;:544,&quot;./constraints&quot;:548,&quot;./layout_attributes&quot;:553,&quot;./position_defaults&quot;:556,&quot;./type_defaults&quot;:564}],555:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;).mix,i=t(&quot;../../components/color/attributes&quot;).lightFraction,a=t(&quot;../../lib&quot;);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 u=l(&quot;linecolor&quot;,s),c=l(&quot;linewidth&quot;);r(&quot;showline&quot;,o.showLine||!!u||!!c)||(delete e.linecolor,delete e.linewidth);var f=l(&quot;gridcolor&quot;,n(s,o.bgColor,o.blend||i).toRgbString()),h=l(&quot;gridwidth&quot;);if(r(&quot;showgrid&quot;,o.showGrid||!!f||!!h)||(delete e.gridcolor,delete e.gridwidth),!o.noZeroLine){var d=l(&quot;zerolinecolor&quot;,s),p=l(&quot;zerolinewidth&quot;);r(&quot;zeroline&quot;,o.showGrid||!!d||!!p)||(delete e.zerolinecolor,delete e.zerolinewidth)}}},{&quot;../../components/color/attributes&quot;:375,&quot;../../lib&quot;:495,tinycolor2:342}],556:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;);e.exports=function(t,e,r,a){var o,s,l,u,c=a.counterAxes||[],f=a.overlayableAxes||[],h=a.letter,d=a.grid;d&amp;&amp;(s=d._domains[h][d._axisMap[e._id]],o=d._anchors[e._id],s&amp;&amp;(l=d[h+&quot;side&quot;].split(&quot; &quot;)[0],u=d.domain[h][&quot;right&quot;===l||&quot;top&quot;===l?1:0])),s=s||[0,1],o=o||(n(t.position)?&quot;free&quot;:c[0]||&quot;free&quot;),l=l||(&quot;x&quot;===h?&quot;bottom&quot;:&quot;left&quot;),u=u||0,&quot;free&quot;===i.coerce(t,e,{anchor:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;].concat(c),dflt:o}},&quot;anchor&quot;)&amp;&amp;r(&quot;position&quot;,u),i.coerce(t,e,{side:{valType:&quot;enumerated&quot;,values:&quot;x&quot;===h?[&quot;bottom&quot;,&quot;top&quot;]:[&quot;left&quot;,&quot;right&quot;],dflt:l}},&quot;side&quot;);var p=!1;if(f.length&amp;&amp;(p=i.coerce(t,e,{overlaying:{valType:&quot;enumerated&quot;,values:[!1].concat(f),dflt:!1}},&quot;overlaying&quot;)),!p){var g=r(&quot;domain&quot;,s);g[0]&gt;g[1]-1/4096&amp;&amp;(e.domain=s),i.noneOrAll(t.domain,e.domain,s)}return r(&quot;layer&quot;),e}},{&quot;../../lib&quot;:495,&quot;fast-isnumeric&quot;:90}],557:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../constants/alignment&quot;).FROM_BL;e.exports=function(t,e,r){void 0===r&amp;&amp;(r=n[t.constraintoward||&quot;center&quot;]);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)]}},{&quot;../../constants/alignment&quot;:471}],558:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;polybooljs&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../components/color&quot;),o=t(&quot;../../components/fx&quot;),s=t(&quot;../../lib/polygon&quot;),l=t(&quot;../../lib/throttle&quot;),u=t(&quot;../../components/fx/helpers&quot;).makeEventData,c=t(&quot;./axis_ids&quot;).getFromId,f=t(&quot;../../lib/clear_gl_canvases&quot;),h=t(&quot;../../plot_api/subroutines&quot;).redrawReglTraces,d=t(&quot;./constants&quot;),p=d.MINSELECT,g=s.filter,v=s.tester;function m(t){return t._id}function y(t,e,r,n,i,a,o){var s,l,u,c,f,h,d,p,g,v=e._hoverdata,m=e._fullLayout.clickmode.indexOf(&quot;event&quot;)&gt;-1,y=[];if(function(t){return t&amp;&amp;Array.isArray(t)&amp;&amp;!0!==t[0].hoverOnBox}(v)){w(t,e,a);var b=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n&lt;e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 0!==i.binNumber&amp;&amp;(a=i.binNumber,o=i.pointNumbers);break}return{pointNumber:a,pointNumbers:o,searchInfo:r}}(v,s=M(e,r,n,i));if(b.pointNumbers.length&gt;0?function(t,e){var r,n,i,a=[];for(i=0;i&lt;t.length;i++)(r=t[i]).cd[0].trace.selectedpoints&amp;&amp;r.cd[0].trace.selectedpoints.length&gt;0&amp;&amp;a.push(r);if(1===a.length&amp;&amp;a[0]===e.searchInfo&amp;&amp;(n=e.searchInfo.cd[0].trace).selectedpoints.length===e.pointNumbers.length){for(i=0;i&lt;e.pointNumbers.length;i++)if(n.selectedpoints.indexOf(e.pointNumbers[i])&lt;0)return!1;return!0}return!1}(s,b):function(t){var e,r,n,i=0;for(n=0;n&lt;t.length;n++)if(e=t[n],(r=e.cd[0].trace).selectedpoints){if(r.selectedpoints.length&gt;1)return!1;if((i+=r.selectedpoints.length)&gt;1)return!1}return 1===i}(s)&amp;&amp;(h=k(b))){for(o&amp;&amp;o.remove(),g=0;g&lt;s.length;g++)(l=s[g])._module.selectPoints(l,!1);E(e,s),A(a),m&amp;&amp;e.emit(&quot;plotly_deselect&quot;,null)}else{for(d=t.shiftKey&amp;&amp;(void 0!==h?h:k(b)),u=function(t,e,r){return{pointNumber:t,searchInfo:e,subtract:r}}(b.pointNumber,b.searchInfo,d),c=_(a.selectionDefs.concat([u])),g=0;g&lt;s.length;g++)if(f=L(s[g]._module.selectPoints(s[g],c),s[g]),y.length)for(var x=0;x&lt;f.length;x++)y.push(f[x]);else y=f;E(e,s,p={points:y}),u&amp;&amp;a&amp;&amp;a.selectionDefs.push(u),o&amp;&amp;T(a.mergedPolygons,o),m&amp;&amp;e.emit(&quot;plotly_selected&quot;,p)}}}function b(t){return&quot;pointNumber&quot;in t&amp;&amp;&quot;searchInfo&quot;in t}function x(t){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(e,r,n,i){var a=t.searchInfo.cd[0].trace._expandedIndex;return i.cd[0].trace._expandedIndex===a&amp;&amp;n===t.pointNumber},isRect:!1,degenerate:!1,subtract:t.subtract}}function _(t){for(var e=[],r=b(t[0])?0:t[0][0][0],n=r,i=b(t[0])?0:t[0][0][1],a=i,o=0;o&lt;t.length;o++)if(b(t[o]))e.push(x(t[o]));else{var l=s.tester(t[o]);l.subtract=t[o].subtract,e.push(l),r=Math.min(r,l.xmin),n=Math.max(n,l.xmax),i=Math.min(i,l.ymin),a=Math.max(a,l.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o&lt;e.length;o++)e[o].contains(t,r,n,i)&amp;&amp;(a=!1===e[o].subtract);return a},isRect:!1,degenerate:!1}}function w(t,e,r){var n=e._fullLayout,i=n._zoomlayer,a=r.plotinfo,o=n._lastSelectedSubplot&amp;&amp;n._lastSelectedSubplot===a.id,s=t.shiftKey||t.altKey;o&amp;&amp;s&amp;&amp;a.selection&amp;&amp;a.selection.selectionDefs&amp;&amp;!r.selectionDefs?(r.selectionDefs=a.selection.selectionDefs,r.mergedPolygons=a.selection.mergedPolygons):s&amp;&amp;a.selection||A(r),o||(S(i),n._lastSelectedSubplot=a.id)}function A(t){var e=t.plotinfo;e.selection={},e.selection.selectionDefs=t.selectionDefs=[],e.selection.mergedPolygons=t.mergedPolygons=[]}function M(t,e,r,n){var i,a,o,s=[],l=e.map(m),u=r.map(m);for(o=0;o&lt;t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&amp;&amp;a._module&amp;&amp;a._module.selectPoints)if(!n||a.subplot!==n&amp;&amp;a.geo!==n)if(&quot;splom&quot;===a.type&amp;&amp;a._xaxes[l[0]]&amp;&amp;a._yaxes[u[0]]){var f=h(a._module,i,e[0],r[0]);f.scene=t._fullLayout._splomScenes[a.uid],s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===u.indexOf(a.yaxis))continue;s.push(h(a._module,i,c(t,a.xaxis),c(t,a.yaxis)))}else s.push(h(a._module,i,e[0],r[0]));return s;function h(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}}function T(t,e){var r,n,i=[];for(r=0;r&lt;t.length;r++){var a=t[r];i.push(a.join(&quot;L&quot;)+&quot;L&quot;+a[0])}n=t.length&gt;0?&quot;M&quot;+i.join(&quot;M&quot;)+&quot;Z&quot;:&quot;M0,0Z&quot;,e.attr(&quot;d&quot;,n)}function k(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length&gt;0?n[0]:r;return!!e.selectedpoints&amp;&amp;e.selectedpoints.indexOf(i)&gt;-1}function E(t,e,r){var n,a,o,s;for(n=0;n&lt;e.length;n++){var l=e[n].cd[0].trace._fullInput,u=t._fullLayout._tracePreGUI[l.uid];void 0===u.selectedpoints&amp;&amp;(u.selectedpoints=l._input.selectedpoints||null)}if(r){var c=r.points||[];for(n=0;n&lt;e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&amp;&amp;(s.selectedpoints=[]);for(n=0;n&lt;c.length;n++){var d=c[n],p=d.data,g=d.fullData;d.pointIndices?([].push.apply(p.selectedpoints,d.pointIndices),s._fullInput!==s&amp;&amp;[].push.apply(g.selectedpoints,d.pointIndices)):(p.selectedpoints.push(d.pointIndex),s._fullInput!==s&amp;&amp;g.selectedpoints.push(d.pointIndex))}}else for(n=0;n&lt;e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&amp;&amp;delete s._fullInput.selectedpoints;var v=!1;for(n=0;n&lt;e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,&quot;regl&quot;)&amp;&amp;(v=!0);var m=a._module,y=m.styleOnSelect||m.style;y&amp;&amp;y(t,o)}v&amp;&amp;(f(t),h(t))}function L(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i&lt;t.length;i++)t[i]=u(t[i],n,r);return t}function S(t){t.selectAll(&quot;.select-outline&quot;).remove()}e.exports={prepSelect:function(t,e,r,i,s){var u,c,f,h,m,b,x,k=i.gd,S=k._fullLayout,C=S._zoomlayer,O=i.element.getBoundingClientRect(),R=i.plotinfo,P=R.xaxis._offset,z=R.yaxis._offset,I=e-O.left,N=r-O.top,D=I,F=N,j=&quot;M&quot;+I+&quot;,&quot;+N,B=i.xaxes[0]._length,U=i.yaxes[0]._length,V=i.xaxes.concat(i.yaxes),H=t.altKey;w(t,k,i),&quot;lasso&quot;===s&amp;&amp;(u=g([[I,N]],d.BENDPX));var q=C.selectAll(&quot;path.select-outline-&quot;+R.id).data([1,2]);q.enter().append(&quot;path&quot;).attr(&quot;class&quot;,function(t){return&quot;select-outline select-outline-&quot;+t+&quot; select-outline-&quot;+R.id}).attr(&quot;transform&quot;,&quot;translate(&quot;+P+&quot;, &quot;+z+&quot;)&quot;).attr(&quot;d&quot;,j+&quot;Z&quot;);var G,X=C.append(&quot;path&quot;).attr(&quot;class&quot;,&quot;zoombox-corners&quot;).style({fill:a.background,stroke:a.defaultLine,&quot;stroke-width&quot;:1}).attr(&quot;transform&quot;,&quot;translate(&quot;+P+&quot;, &quot;+z+&quot;)&quot;).attr(&quot;d&quot;,&quot;M0,0Z&quot;),W=S._uid+d.SELECTID,Y=[],Z=M(k,i.xaxes,i.yaxes,i.subplot);function Q(t){var e=&quot;y&quot;===t._id.charAt(0)?1:0;return function(r){return t.p2d(r[e])}}function $(t,e){return t-e}G=R.fillRangeItems?R.fillRangeItems:&quot;select&quot;===s?function(t,e){var r=t.range={};for(m=0;m&lt;V.length;m++){var n=V[m],i=n._id.charAt(0);r[n._id]=[n.p2d(e[i+&quot;min&quot;]),n.p2d(e[i+&quot;max&quot;])].sort($)}}:function(t,e,r){var n=t.lassoPoints={};for(m=0;m&lt;V.length;m++){var i=V[m];n[i._id]=r.filtered.map(Q(i))}},i.moveFn=function(t,e){D=Math.max(0,Math.min(B,t+I)),F=Math.max(0,Math.min(U,e+N));var r=Math.abs(D-I),a=Math.abs(F-N);if(&quot;select&quot;===s){var o=S.selectdirection;&quot;h&quot;===(o=&quot;any&quot;===S.selectdirection?a&lt;Math.min(.6*r,p)?&quot;h&quot;:r&lt;Math.min(.6*a,p)?&quot;v&quot;:&quot;d&quot;:S.selectdirection)?((h=[[I,0],[I,U],[D,U],[D,0]]).xmin=Math.min(I,D),h.xmax=Math.max(I,D),h.ymin=Math.min(0,U),h.ymax=Math.max(0,U),X.attr(&quot;d&quot;,&quot;M&quot;+h.xmin+&quot;,&quot;+(N-p)+&quot;h-4v&quot;+2*p+&quot;h4ZM&quot;+(h.xmax-1)+&quot;,&quot;+(N-p)+&quot;h4v&quot;+2*p+&quot;h-4Z&quot;)):&quot;v&quot;===o?((h=[[0,N],[0,F],[B,F],[B,N]]).xmin=Math.min(0,B),h.xmax=Math.max(0,B),h.ymin=Math.min(N,F),h.ymax=Math.max(N,F),X.attr(&quot;d&quot;,&quot;M&quot;+(I-p)+&quot;,&quot;+h.ymin+&quot;v-4h&quot;+2*p+&quot;v4ZM&quot;+(I-p)+&quot;,&quot;+(h.ymax-1)+&quot;v4h&quot;+2*p+&quot;v-4Z&quot;)):&quot;d&quot;===o&amp;&amp;((h=[[I,N],[I,F],[D,F],[D,N]]).xmin=Math.min(I,D),h.xmax=Math.max(I,D),h.ymin=Math.min(N,F),h.ymax=Math.max(N,F),X.attr(&quot;d&quot;,&quot;M0,0Z&quot;))}else&quot;lasso&quot;===s&amp;&amp;(u.addPt([D,F]),h=u.filtered);i.selectionDefs&amp;&amp;i.selectionDefs.length?(f=function(t,e,r){return r?n.difference({regions:t,inverted:!1},{regions:[e],inverted:!1}).regions:n.union({regions:t,inverted:!1},{regions:[e],inverted:!1}).regions}(i.mergedPolygons,h,H),h.subtract=H,c=_(i.selectionDefs.concat([h]))):(f=[h],c=v(h)),T(f,q),l.throttle(W,d.SELECTDELAY,function(){var t;Y=[];var e,r=[];for(m=0;m&lt;Z.length;m++)if(e=(b=Z[m])._module.selectPoints(b,c),r.push(e),t=L(e,b),Y.length)for(var n=0;n&lt;t.length;n++)Y.push(t[n]);else Y=t;E(k,Z,x={points:Y}),G(x,h,u),i.gd.emit(&quot;plotly_selecting&quot;,x)})},i.clickFn=function(t,e){var r=S.clickmode;X.remove(),l.done(W).then(function(){if(l.clear(W),2===t){for(q.remove(),m=0;m&lt;Z.length;m++)(b=Z[m])._module.selectPoints(b,!1);E(k,Z),A(i),k.emit(&quot;plotly_deselect&quot;,null)}else r.indexOf(&quot;select&quot;)&gt;-1&amp;&amp;y(e,k,i.xaxes,i.yaxes,i.subplot,i,q),&quot;event&quot;===r&amp;&amp;k.emit(&quot;plotly_selected&quot;,void 0);o.click(k,e)})},i.doneFn=function(){X.remove(),l.done(W).then(function(){l.clear(W),i.gd.emit(&quot;plotly_selected&quot;,x),h&amp;&amp;i.selectionDefs&amp;&amp;(h.subtract=H,i.selectionDefs.push(h),i.mergedPolygons.length=0,[].push.apply(i.mergedPolygons,f))})}},clearSelect:S,selectOnClick:y}},{&quot;../../components/color&quot;:376,&quot;../../components/fx&quot;:415,&quot;../../components/fx/helpers&quot;:411,&quot;../../lib/clear_gl_canvases&quot;:483,&quot;../../lib/polygon&quot;:507,&quot;../../lib/throttle&quot;:519,&quot;../../plot_api/subroutines&quot;:532,&quot;../../registry&quot;:592,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,polybooljs:299}],559:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../lib&quot;),o=a.cleanNumber,s=a.ms2DateTime,l=a.dateTime2ms,u=a.ensureNumber,c=a.isArrayOrTypedArray,f=t(&quot;../../constants/numerical&quot;),h=f.FP_SAFE,d=f.BADNUM,p=f.LOG_CLIP,g=t(&quot;./constants&quot;),v=t(&quot;./axis_ids&quot;);function m(t){return Math.pow(10,t)}function y(t){return null!=t}e.exports=function(t,e){e=e||{};var r=t._id||&quot;x&quot;,f=r.charAt(0);function b(e,r){if(e&gt;0)return Math.log(e)/Math.LN10;if(e&lt;=0&amp;&amp;r&amp;&amp;t.range&amp;&amp;2===t.range.length){var n=t.range[0],i=t.range[1];return.5*(n+i-2*p*Math.abs(n-i))}return d}function x(e,r,n){var o=l(e,n||t.calendar);if(o===d){if(!i(e))return d;e=+e;var s=Math.floor(10*a.mod(e+.05,1)),u=Math.round(e-s/10);o=l(new Date(u))+s/10}return o}function _(e,r,n){return s(e,r,n||t.calendar)}function w(e){return t._categories[Math.round(e)]}function A(e){if(y(e)){if(void 0===t._categoriesMap&amp;&amp;(t._categoriesMap={}),void 0!==t._categoriesMap[e])return t._categoriesMap[e];t._categories.push(e);var r=t._categories.length-1;return t._categoriesMap[e]=r,r}return d}function M(e){if(t._categoriesMap)return t._categoriesMap[e]}function T(t){var e=M(t);return void 0!==e?e:i(t)?+t:void 0}function k(e){return i(e)?n.round(t._b+t._m*e,2):d}function E(e){return(e-t._b)/t._m}t.c2l=&quot;log&quot;===t.type?b:u,t.l2c=&quot;log&quot;===t.type?m:u,t.l2p=k,t.p2l=E,t.c2p=&quot;log&quot;===t.type?function(t,e){return k(b(t,e))}:k,t.p2c=&quot;log&quot;===t.type?function(t){return m(E(t))}:E,-1!==[&quot;linear&quot;,&quot;-&quot;].indexOf(t.type)?(t.d2r=t.r2d=t.d2c=t.r2c=t.d2l=t.r2l=o,t.c2d=t.c2r=t.l2d=t.l2r=u,t.d2p=t.r2p=function(e){return t.l2p(o(e))},t.p2d=t.p2r=E,t.cleanPos=u):&quot;log&quot;===t.type?(t.d2r=t.d2l=function(t,e){return b(o(t),e)},t.r2d=t.r2c=function(t){return m(o(t))},t.d2c=t.r2l=o,t.c2d=t.l2r=u,t.c2r=b,t.l2d=m,t.d2p=function(e,r){return t.l2p(t.d2r(e,r))},t.p2d=function(t){return m(E(t))},t.r2p=function(e){return t.l2p(o(e))},t.p2r=E,t.cleanPos=u):&quot;date&quot;===t.type?(t.d2r=t.r2d=a.identity,t.d2c=t.r2c=t.d2l=t.r2l=x,t.c2d=t.c2r=t.l2d=t.l2r=_,t.d2p=t.r2p=function(e,r,n){return t.l2p(x(e,0,n))},t.p2d=t.p2r=function(t,e,r){return _(E(t),e,r)},t.cleanPos=function(e){return a.cleanDate(e,d,t.calendar)}):&quot;category&quot;===t.type?(t.d2c=t.d2l=A,t.r2d=t.c2d=t.l2d=w,t.d2r=t.d2l_noadd=T,t.r2c=function(e){var r=T(e);return void 0!==r?r:t.fraction2r(.5)},t.l2r=t.c2r=u,t.r2l=T,t.d2p=function(e){return t.l2p(t.r2c(e))},t.p2d=function(t){return w(E(t))},t.r2p=t.d2p,t.p2r=E,t.cleanPos=function(t){return&quot;string&quot;==typeof t&amp;&amp;&quot;&quot;!==t?t:u(t)}):&quot;multicategory&quot;===t.type&amp;&amp;(t.r2d=t.c2d=t.l2d=w,t.d2r=t.d2l_noadd=T,t.r2c=function(e){var r=T(e);return void 0!==r?r:t.fraction2r(.5)},t.r2c_just_indices=M,t.l2r=t.c2r=u,t.r2l=T,t.d2p=function(e){return t.l2p(t.r2c(e))},t.p2d=function(t){return w(E(t))},t.r2p=t.d2p,t.p2r=E,t.cleanPos=function(t){return Array.isArray(t)||&quot;string&quot;==typeof t&amp;&amp;&quot;&quot;!==t?t:u(t)},t.setupMultiCategory=function(n){var i,o,s=t._traceIndices,l=e._axisMatchGroups;if(l&amp;&amp;l.length&amp;&amp;0===t._categories.length)for(i=0;i&lt;l.length;i++){var u=l[i];if(u[r])for(var h in u)if(h!==r){var d=e[v.id2name(h)];s=s.concat(d._traceIndices)}}var p=[[0,{}],[0,{}]],g=[];for(i=0;i&lt;s.length;i++){var m=n[s[i]];if(f in m){var b=m[f],x=m._length||a.minRowLength(b);if(c(b[0])&amp;&amp;c(b[1]))for(o=0;o&lt;x;o++){var _=b[0][o],w=b[1][o];y(_)&amp;&amp;y(w)&amp;&amp;(g.push([_,w]),_ in p[0][1]||(p[0][1][_]=p[0][0]++),w in p[1][1]||(p[1][1][w]=p[1][0]++))}}}for(g.sort(function(t,e){var r=p[0][1],n=r[t[0]]-r[e[0]];if(n)return n;var i=p[1][1];return i[t[1]]-i[e[1]]}),i=0;i&lt;g.length;i++)A(g[i])}),t.fraction2r=function(e){var r=t.r2l(t.range[0]),n=t.r2l(t.range[1]);return t.l2r(r+e*(n-r))},t.r2fraction=function(e){var r=t.r2l(t.range[0]),n=t.r2l(t.range[1]);return(t.r2l(e)-r)/(n-r)},t.cleanRange=function(e,r){r||(r={}),e||(e=&quot;range&quot;);var n,o,s=a.nestedProperty(t,e).get();if(o=(o=&quot;date&quot;===t.type?a.dfltRange(t.calendar):&quot;y&quot;===f?g.DFLTRANGEY:r.dfltRange||g.DFLTRANGEX).slice(),s&amp;&amp;2===s.length)for(&quot;date&quot;===t.type&amp;&amp;(s[0]=a.cleanDate(s[0],d,t.calendar),s[1]=a.cleanDate(s[1],d,t.calendar)),n=0;n&lt;2;n++)if(&quot;date&quot;===t.type){if(!a.isDateTime(s[n],t.calendar)){t[e]=o;break}if(t.r2l(s[0])===t.r2l(s[1])){var l=a.constrain(t.r2l(s[0]),a.MIN_MS+1e3,a.MAX_MS-1e3);s[0]=t.l2r(l-1e3),s[1]=t.l2r(l+1e3);break}}else{if(!i(s[n])){if(!i(s[1-n])){t[e]=o;break}s[n]=s[1-n]*(n?10:.1)}if(s[n]&lt;-h?s[n]=-h:s[n]&gt;h&amp;&amp;(s[n]=h),s[0]===s[1]){var u=Math.max(1,Math.abs(1e-6*s[0]));s[0]-=u,s[1]+=u}}else a.nestedProperty(t,e).set(o)},t.setScale=function(r){var n=e._size;if(t.overlaying){var i=v.getFromId({_fullLayout:e},t.overlaying);t.domain=i.domain}var a=r&amp;&amp;t._r?&quot;_r&quot;:&quot;range&quot;,o=t.calendar;t.cleanRange(a);var s=t.r2l(t[a][0],o),l=t.r2l(t[a][1],o);if(&quot;y&quot;===f?(t._offset=n.t+(1-t.domain[1])*n.h,t._length=n.h*(t.domain[1]-t.domain[0]),t._m=t._length/(s-l),t._b=-t._m*l):(t._offset=n.l+t.domain[0]*n.w,t._length=n.w*(t.domain[1]-t.domain[0]),t._m=t._length/(l-s),t._b=-t._m*s),!isFinite(t._m)||!isFinite(t._b)||t._length&lt;0)throw e._replotting=!1,new Error(&quot;Something went wrong with axis scaling&quot;)},t.makeCalcdata=function(e,r){var n,i,o,s,l=t.type,u=&quot;date&quot;===l&amp;&amp;e[r+&quot;calendar&quot;];if(r in e){if(n=e[r],s=e._length||a.minRowLength(n),a.isTypedArray(n)&amp;&amp;(&quot;linear&quot;===l||&quot;log&quot;===l)){if(s===n.length)return n;if(n.subarray)return n.subarray(0,s)}if(&quot;multicategory&quot;===l)return function(t,e){for(var r=new Array(e),n=0;n&lt;e;n++){var i=(t[0]||[])[n],a=(t[1]||[])[n];r[n]=M([i,a])}return r}(n,s);for(i=new Array(s),o=0;o&lt;s;o++)i[o]=t.d2c(n[o],0,u)}else{var c=r+&quot;0&quot;in e?t.d2c(e[r+&quot;0&quot;],0,u):0,f=e[&quot;d&quot;+r]?Number(e[&quot;d&quot;+r]):1;for(n=e[{x:&quot;y&quot;,y:&quot;x&quot;}[r]],s=e._length||n.length,i=new Array(s),o=0;o&lt;s;o++)i[o]=c+o*f}return i},t.isValidRange=function(e){return Array.isArray(e)&amp;&amp;2===e.length&amp;&amp;i(t.r2l(e[0]))&amp;&amp;i(t.r2l(e[1]))},t.isPtWithinRange=function(e,r){var n=t.c2l(e[f],null,r),i=t.r2l(t.range[0]),a=t.r2l(t.range[1]);return i&lt;a?i&lt;=n&amp;&amp;n&lt;=a:a&lt;=n&amp;&amp;n&lt;=i},t.clearCalc=function(){var n=function(){t._categories=[],t._categoriesMap={}},i=e._axisMatchGroups;if(i&amp;&amp;i.length){for(var a=!1,o=0;o&lt;i.length;o++){var s=i[o];if(s[r]){a=!0;var l=null,u=null;for(var c in s){var f=e[v.id2name(c)];if(f._categories){l=f._categories,u=f._categoriesMap;break}}l&amp;&amp;u?(t._categories=l,t._categoriesMap=u):n();break}}a||n()}else n();if(t._initialCategories)for(var h=0;h&lt;t._initialCategories.length;h++)A(t._initialCategories[h])};var L=e._d3locale;&quot;date&quot;===t.type&amp;&amp;(t._dateFormat=L?L.timeFormat.utc:n.time.format.utc,t._extraFormat=e._extraFormat),t._separators=e.separators,t._numFormat=L?L.numberFormat:n.format,delete t._minDtick,delete t._forceTick0}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;./axis_ids&quot;:544,&quot;./constants&quot;:547,d3:81,&quot;fast-isnumeric&quot;:90}],560:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;),a=t(&quot;../array_container_defaults&quot;);function o(t,e){function r(r,a){return n.coerce(t,e,i.tickformatstops,r,a)}r(&quot;enabled&quot;)&amp;&amp;(r(&quot;dtickrange&quot;),r(&quot;value&quot;))}e.exports=function(t,e,r,s,l){var u=function(t){var e=[&quot;showexponent&quot;,&quot;showtickprefix&quot;,&quot;showticksuffix&quot;].filter(function(e){return void 0!==t[e]});if(e.every(function(r){return t[r]===t[e[0]]})||1===e.length)return t[e[0]]}(t);if(r(&quot;tickprefix&quot;)&amp;&amp;r(&quot;showtickprefix&quot;,u),r(&quot;ticksuffix&quot;,l.tickSuffixDflt)&amp;&amp;r(&quot;showticksuffix&quot;,u),r(&quot;showticklabels&quot;)){var c=l.font||{},f=e.color,h=f&amp;&amp;f!==i.color.dflt?f:c.color;if(n.coerceFont(r,&quot;tickfont&quot;,{family:c.family,size:c.size,color:h}),r(&quot;tickangle&quot;),&quot;category&quot;!==s){var d=r(&quot;tickformat&quot;),p=t.tickformatstops;Array.isArray(p)&amp;&amp;p.length&amp;&amp;a(t,e,{name:&quot;tickformatstops&quot;,inclusionAttr:&quot;enabled&quot;,handleItemDefaults:o}),d||&quot;date&quot;===s||(r(&quot;showexponent&quot;,u),r(&quot;exponentformat&quot;),r(&quot;separatethousands&quot;))}}}},{&quot;../../lib&quot;:495,&quot;../array_container_defaults&quot;:537,&quot;./layout_attributes&quot;:553}],561:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;);e.exports=function(t,e,r,a){var o=n.coerce2(t,e,i,&quot;ticklen&quot;),s=n.coerce2(t,e,i,&quot;tickwidth&quot;),l=n.coerce2(t,e,i,&quot;tickcolor&quot;,e.color);r(&quot;ticks&quot;,a.outerTicks||o||s||l?&quot;outside&quot;:&quot;&quot;)||(delete e.ticklen,delete e.tickwidth,delete e.tickcolor)}},{&quot;../../lib&quot;:495,&quot;./layout_attributes&quot;:553}],562:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./clean_ticks&quot;);e.exports=function(t,e,r,i){var a;&quot;array&quot;!==t.tickmode||&quot;log&quot;!==i&amp;&amp;&quot;date&quot;!==i?a=r(&quot;tickmode&quot;,Array.isArray(t.tickvals)?&quot;array&quot;:t.dtick?&quot;linear&quot;:&quot;auto&quot;):a=e.tickmode=&quot;auto&quot;;if(&quot;auto&quot;===a)r(&quot;nticks&quot;);else if(&quot;linear&quot;===a){var o=e.dtick=n.dtick(t.dtick,i);e.tick0=n.tick0(t.tick0,i,e.calendar,o)}else if(&quot;multicategory&quot;!==i){void 0===r(&quot;tickvals&quot;)?e.tickmode=&quot;auto&quot;:r(&quot;ticktext&quot;)}}},{&quot;./clean_ticks&quot;:546}],563:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../components/drawing&quot;),o=t(&quot;./axes&quot;);e.exports=function(t,e,r,s){var l=t._fullLayout;if(0!==e.length){var u,c,f,h;s&amp;&amp;(u=s());var d=n.ease(r.easing);return t._transitionData._interruptCallbacks.push(function(){return window.cancelAnimationFrame(h),h=null,function(){for(var r={},n=0;n&lt;e.length;n++){var a=e[n];a.xr0&amp;&amp;(r[a.plotinfo.xaxis._name+&quot;.range&quot;]=a.xr0.slice()),a.yr0&amp;&amp;(r[a.plotinfo.yaxis._name+&quot;.range&quot;]=a.yr0.slice())}return i.call(&quot;relayout&quot;,t,r).then(function(){for(var t=0;t&lt;e.length;t++)p(e[t].plotinfo)})}()}),c=Date.now(),h=window.requestAnimationFrame(function n(){f=Date.now();for(var a=Math.min(1,(f-c)/r.duration),o=d(a),s=0;s&lt;e.length;s++)g(e[s],o);f-c&gt;r.duration?(function(){for(var r={},n=0;n&lt;e.length;n++){var a=e[n];a.xr1&amp;&amp;(r[a.plotinfo.xaxis._name+&quot;.range&quot;]=a.xr1.slice()),a.yr1&amp;&amp;(r[a.plotinfo.yaxis._name+&quot;.range&quot;]=a.yr1.slice())}u&amp;&amp;u(),i.call(&quot;relayout&quot;,t,r).then(function(){for(var t=0;t&lt;e.length;t++)p(e[t].plotinfo)})}(),h=window.cancelAnimationFrame(n)):h=window.requestAnimationFrame(n)}),Promise.resolve()}function p(t){var e=t.xaxis,r=t.yaxis;l._defs.select(&quot;#&quot;+t.clipId+&quot;&gt; rect&quot;).call(a.setTranslate,0,0).call(a.setScale,1,1),t.plot.call(a.setTranslate,e._offset,r._offset).call(a.setScale,1,1);var n=t.plot.selectAll(&quot;.scatterlayer .trace&quot;);n.selectAll(&quot;.point&quot;).call(a.setPointGroupScale,1,1),n.selectAll(&quot;.textpoint&quot;).call(a.setTextPointsScale,1,1),n.call(a.hideOutsideRangePoints,t)}function g(e,r){var n=e.plotinfo,i=n.xaxis,s=n.yaxis,l=e.xr0,u=e.xr1,c=i._length,f=e.yr0,h=e.yr1,d=s._length,p=!!u,g=!!h,v=[];if(p){var m=l[1]-l[0],y=u[1]-u[0];v[0]=(l[0]*(1-r)+r*u[0]-l[0])/(l[1]-l[0])*c,v[2]=c*(1-r+r*y/m),i.range[0]=l[0]*(1-r)+r*u[0],i.range[1]=l[1]*(1-r)+r*u[1]}else v[0]=0,v[2]=c;if(g){var b=f[1]-f[0],x=h[1]-h[0];v[1]=(f[1]*(1-r)+r*h[1]-f[1])/(f[0]-f[1])*d,v[3]=d*(1-r+r*x/b),s.range[0]=f[0]*(1-r)+r*h[0],s.range[1]=f[1]*(1-r)+r*h[1]}else v[1]=0,v[3]=d;o.drawOne(t,i,{skipTitle:!0}),o.drawOne(t,s,{skipTitle:!0}),o.redrawComponents(t,[i._id,s._id]);var _=p?c/v[2]:1,w=g?d/v[3]:1,A=p?v[0]:0,M=g?v[1]:0,T=p?v[0]/v[2]*c:0,k=g?v[1]/v[3]*d:0,E=i._offset-T,L=s._offset-k;n.clipRect.call(a.setTranslate,A,M).call(a.setScale,1/_,1/w),n.plot.call(a.setTranslate,E,L).call(a.setScale,_,w),a.setPointGroupScale(n.zoomScalePts,1/_,1/w),a.setTextPointsScale(n.zoomScaleTxt,1/_,1/w)}o.redrawComponents(t)}},{&quot;../../components/drawing&quot;:397,&quot;../../registry&quot;:592,&quot;./axes&quot;:541,d3:81}],564:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;).traceIs,i=t(&quot;./axis_autotype&quot;);function a(t){return{v:&quot;x&quot;,h:&quot;y&quot;}[t.orientation||&quot;v&quot;]}function o(t,e){var r=a(t),i=n(t,&quot;box-violin&quot;),o=n(t._fullInput||{},&quot;candlestick&quot;);return i&amp;&amp;!o&amp;&amp;e===r&amp;&amp;void 0===t[r]&amp;&amp;void 0===t[r+&quot;0&quot;]}e.exports=function(t,e,r,s){&quot;-&quot;===r(&quot;type&quot;,(s.splomStash||{}).type)&amp;&amp;(!function(t,e){if(&quot;-&quot;!==t.type)return;var r=t._id,s=r.charAt(0);-1!==r.indexOf(&quot;scene&quot;)&amp;&amp;(r=s);var l=function(t,e,r){for(var n=0;n&lt;t.length;n++){var i=t[n];if(&quot;splom&quot;===i.type&amp;&amp;i._length&gt;0&amp;&amp;(i[&quot;_&quot;+r+&quot;axes&quot;]||{})[e])return i;if((i[r+&quot;axis&quot;]||r)===e){if(o(i,r))return i;if((i[r]||[]).length||i[r+&quot;0&quot;])return i}}}(e,r,s);if(!l)return;if(&quot;histogram&quot;===l.type&amp;&amp;s==={v:&quot;y&quot;,h:&quot;x&quot;}[l.orientation||&quot;v&quot;])return void(t.type=&quot;linear&quot;);var u,c=s+&quot;calendar&quot;,f=l[c],h={noMultiCategory:!n(l,&quot;cartesian&quot;)||n(l,&quot;noMultiCategory&quot;)};if(o(l,s)){var d=a(l),p=[];for(u=0;u&lt;e.length;u++){var g=e[u];n(g,&quot;box-violin&quot;)&amp;&amp;(g[s+&quot;axis&quot;]||s)===r&amp;&amp;(void 0!==g[d]?p.push(g[d][0]):void 0!==g.name?p.push(g.name):p.push(&quot;text&quot;),g[c]!==f&amp;&amp;(f=void 0))}t.type=i(p,f,h)}else if(&quot;splom&quot;===l.type){var v=l.dimensions,m=l._diag;for(u=0;u&lt;v.length;u++){var y=v[u];if(y.visible&amp;&amp;(m[u][0]===r||m[u][1]===r)){t.type=i(y.values,f,h);break}}}else t.type=i(l[s]||[l[s+&quot;0&quot;]],f,h)}(e,s.data),&quot;-&quot;===e.type?e.type=&quot;linear&quot;:t.type=e.type)}},{&quot;../../registry&quot;:592,&quot;./axis_autotype&quot;:542}],565:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;),i=t(&quot;../lib&quot;);function a(t,e,r){var n,a,o,s=!1;if(&quot;data&quot;===e.type)n=t._fullData[null!==e.traces?e.traces[0]:0];else{if(&quot;layout&quot;!==e.type)return!1;n=t._fullLayout}return a=i.nestedProperty(n,e.prop).get(),(o=r[e.type]=r[e.type]||{}).hasOwnProperty(e.prop)&amp;&amp;o[e.prop]!==a&amp;&amp;(s=!0),o[e.prop]=a,{changed:s,value:a}}function o(t,e){var r=[],n=e[0],a={};if(&quot;string&quot;==typeof n)a[n]=e[1];else{if(!i.isPlainObject(n))return r;a=n}return l(a,function(t,e,n){r.push({type:&quot;layout&quot;,prop:t,value:n})},&quot;&quot;,0),r}function s(t,e){var r,n,a,o,s=[];if(n=e[0],a=e[1],r=e[2],o={},&quot;string&quot;==typeof n)o[n]=a;else{if(!i.isPlainObject(n))return s;o=n,void 0===r&amp;&amp;(r=a)}return void 0===r&amp;&amp;(r=null),l(o,function(e,n,i){var a;if(Array.isArray(i)){var o=Math.min(i.length,t.data.length);r&amp;&amp;(o=Math.min(o,r.length)),a=[];for(var l=0;l&lt;o;l++)a[l]=r?r[l]:l}else a=r?r.slice(0):null;if(null===a)Array.isArray(i)&amp;&amp;(i=i[0]);else if(Array.isArray(a)){if(!Array.isArray(i)){var u=i;i=[];for(var c=0;c&lt;a.length;c++)i[c]=u}i.length=Math.min(a.length,i.length)}s.push({type:&quot;data&quot;,prop:e,traces:a,value:i})},&quot;&quot;,0),s}function l(t,e,r,n){Object.keys(t).forEach(function(a){var o=t[a];if(&quot;_&quot;!==a[0]){var s=r+(n&gt;0?&quot;.&quot;:&quot;&quot;)+a;i.isPlainObject(o)?l(o,e,s,n+1):e(s,a,o)}})}r.manageCommandObserver=function(t,e,n,o){var s={},l=!0;e&amp;&amp;e._commandObserver&amp;&amp;(s=e._commandObserver),s.cache||(s.cache={}),s.lookupTable={};var u=r.hasSimpleAPICommandBindings(t,n,s.lookupTable);if(e&amp;&amp;e._commandObserver){if(u)return s;if(e._commandObserver.remove)return e._commandObserver.remove(),e._commandObserver=null,s}if(u){a(t,u,s.cache),s.check=function(){if(l){var e=a(t,u,s.cache);return e.changed&amp;&amp;o&amp;&amp;void 0!==s.lookupTable[e.value]&amp;&amp;(s.disable(),Promise.resolve(o({value:e.value,type:u.type,prop:u.prop,traces:u.traces,index:s.lookupTable[e.value]})).then(s.enable,s.enable)),e.changed}};for(var c=[&quot;plotly_relayout&quot;,&quot;plotly_redraw&quot;,&quot;plotly_restyle&quot;,&quot;plotly_update&quot;,&quot;plotly_animatingframe&quot;,&quot;plotly_afterplot&quot;],f=0;f&lt;c.length;f++)t._internalOn(c[f],s.check);s.remove=function(){for(var e=0;e&lt;c.length;e++)t._removeInternalListener(c[e],s.check)}}else i.log(&quot;Unable to automatically bind plot updates to API command&quot;),s.lookupTable={},s.remove=function(){};return s.disable=function(){l=!1},s.enable=function(){l=!0},e&amp;&amp;(e._commandObserver=s),s},r.hasSimpleAPICommandBindings=function(t,e,n){var i,a,o=e.length;for(i=0;i&lt;o;i++){var s,l=e[i],u=l.method,c=l.args;if(Array.isArray(c)||(c=[]),!u)return!1;var f=r.computeAPICommandBindings(t,u,c);if(1!==f.length)return!1;if(a){if((s=f[0]).type!==a.type)return!1;if(s.prop!==a.prop)return!1;if(Array.isArray(a.traces)){if(!Array.isArray(s.traces))return!1;s.traces.sort();for(var h=0;h&lt;a.traces.length;h++)if(a.traces[h]!==s.traces[h])return!1}else if(s.prop!==a.prop)return!1}else a=f[0],Array.isArray(a.traces)&amp;&amp;a.traces.sort();var d=(s=f[0]).value;if(Array.isArray(d)){if(1!==d.length)return!1;d=d[0]}n&amp;&amp;(n[d]=i)}return a},r.executeAPICommand=function(t,e,r){if(&quot;skip&quot;===e)return Promise.resolve();var a=n.apiMethodRegistry[e],o=[t];Array.isArray(r)||(r=[]);for(var s=0;s&lt;r.length;s++)o.push(r[s]);return a.apply(null,o).catch(function(t){return i.warn(&quot;API call to Plotly.&quot;+e+&quot; rejected.&quot;,t),Promise.reject(t)})},r.computeAPICommandBindings=function(t,e,r){var n;switch(Array.isArray(r)||(r=[]),e){case&quot;restyle&quot;:n=s(t,r);break;case&quot;relayout&quot;:n=o(t,r);break;case&quot;update&quot;:n=s(t,[r[0],r[2]]).concat(o(t,[r[1]]));break;case&quot;animate&quot;:n=function(t,e){return Array.isArray(e[0])&amp;&amp;1===e[0].length&amp;&amp;-1!==[&quot;string&quot;,&quot;number&quot;].indexOf(typeof e[0][0])?[{type:&quot;layout&quot;,prop:&quot;_currentFrame&quot;,value:e[0][0].toString()}]:[]}(0,r);break;default:n=[]}return n}},{&quot;../lib&quot;:495,&quot;../registry&quot;:592}],566:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib/extend&quot;).extendFlat;r.attributes=function(t,e){e=e||{};var r={valType:&quot;info_array&quot;,editType:(t=t||{}).editType,items:[{valType:&quot;number&quot;,min:0,max:1,editType:t.editType},{valType:&quot;number&quot;,min:0,max:1,editType:t.editType}],dflt:[0,1]},i=(t.name&amp;&amp;t.name,t.trace,e.description&amp;&amp;e.description,{x:n({},r,{}),y:n({},r,{}),editType:t.editType});return t.noGridCell||(i.row={valType:&quot;integer&quot;,min:0,dflt:0,editType:t.editType},i.column={valType:&quot;integer&quot;,min:0,dflt:0,editType:t.editType}),i},r.defaults=function(t,e,r,n){var i=n&amp;&amp;n.x||[0,1],a=n&amp;&amp;n.y||[0,1],o=e.grid;if(o){var s=r(&quot;domain.column&quot;);void 0!==s&amp;&amp;(s&lt;o.columns?i=o._domains.x[s]:delete t.domain.column);var l=r(&quot;domain.row&quot;);void 0!==l&amp;&amp;(l&lt;o.rows?a=o._domains.y[l]:delete t.domain.row)}r(&quot;domain.x&quot;,i),r(&quot;domain.y&quot;,a)}},{&quot;../lib/extend&quot;:488}],567:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.editType,r=t.colorEditType;void 0===r&amp;&amp;(r=e);var n={family:{valType:&quot;string&quot;,noBlank:!0,strict:!0,editType:e},size:{valType:&quot;number&quot;,min:1,editType:e},color:{valType:&quot;color&quot;,editType:r},editType:e};return t.arrayOk&amp;&amp;(n.family.arrayOk=!0,n.size.arrayOk=!0,n.color.arrayOk=!0),n}},{}],568:[function(t,e,r){&quot;use strict&quot;;e.exports={_isLinkedToArray:&quot;frames_entry&quot;,group:{valType:&quot;string&quot;},name:{valType:&quot;string&quot;},traces:{valType:&quot;any&quot;},baseframe:{valType:&quot;string&quot;},data:{valType:&quot;any&quot;},layout:{valType:&quot;any&quot;}}},{}],569:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../registry&quot;),i=t(&quot;./cartesian/constants&quot;).SUBPLOT_PATTERN;r.getSubplotCalcData=function(t,e,r){var i=n.subplotsRegistry[e];if(!i)return[];for(var a=i.attr,o=[],s=0;s&lt;t.length;s++){var l=t[s];l[0].trace[a]===r&amp;&amp;o.push(l)}return o},r.getModuleCalcData=function(t,e){var r,i=[],a=[];if(!(r=&quot;string&quot;==typeof e?n.getModule(e).plot:&quot;function&quot;==typeof e?e:e.plot))return[i,t];for(var o=0;o&lt;t.length;o++){var s=t[o],l=s[0].trace;!0===l.visible&amp;&amp;(l._module.plot===r?i.push(s):a.push(s))}return[i,a]},r.getSubplotData=function(t,e,r){if(!n.subplotsRegistry[e])return[];var a,o,s,l=n.subplotsRegistry[e].attr,u=[];if(&quot;gl2d&quot;===e){var c=r.match(i);o=&quot;x&quot;+c[1],s=&quot;y&quot;+c[2]}for(var f=0;f&lt;t.length;f++)a=t[f],&quot;gl2d&quot;===e&amp;&amp;n.traceIs(a,&quot;gl2d&quot;)?a[l[0]]===o&amp;&amp;a[l[1]]===s&amp;&amp;u.push(a):a[l]===r&amp;&amp;u.push(a);return u}},{&quot;../registry&quot;:592,&quot;./cartesian/constants&quot;:547}],570:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plot_api/edit_types&quot;).overrideAll,i=t(&quot;../../components/fx/layout_attributes&quot;),a=t(&quot;./scene&quot;),o=t(&quot;../get_data&quot;).getSubplotData,s=t(&quot;../../lib&quot;),l=t(&quot;../../constants/xmlns_namespaces&quot;);r.name=&quot;gl3d&quot;,r.attr=&quot;scene&quot;,r.idRoot=&quot;scene&quot;,r.idRegex=r.attrRegex=s.counterRegex(&quot;scene&quot;),r.attributes=t(&quot;./layout/attributes&quot;),r.layoutAttributes=t(&quot;./layout/layout_attributes&quot;),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},&quot;plot&quot;,&quot;nested&quot;),r.supplyLayoutDefaults=t(&quot;./layout/defaults&quot;),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i&lt;n.length;i++){var s=n[i],l=o(r,&quot;gl3d&quot;,s),u=e[s],c=u.camera,f=u._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(&quot;.gl-container&quot;),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:c},e),u._scene=f),f.viewInitial||(f.viewInitial={up:{x:c.up.x,y:c.up.y,z:c.up.z},eye:{x:c.eye.x,y:c.eye.y,z:c.eye.z},center:{x:c.center.x,y:c.center.y,z:c.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a&lt;i.length;a++){var o=i[a];!e[o]&amp;&amp;n[o]._scene&amp;&amp;(n[o]._scene.destroy(),n._infolayer&amp;&amp;n._infolayer.selectAll(&quot;.annotation-&quot;+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i&lt;r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,u=s.toImage(&quot;png&quot;);e._glimages.append(&quot;svg:image&quot;).attr({xmlns:l.svg,&quot;xlink:href&quot;:u,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:&quot;none&quot;}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return&quot;1&quot;===e&amp;&amp;(e=&quot;&quot;),&quot;scene&quot;+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n&lt;r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{&quot;../../components/fx/layout_attributes&quot;:416,&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../lib&quot;:495,&quot;../../plot_api/edit_types&quot;:524,&quot;../get_data&quot;:569,&quot;./layout/attributes&quot;:571,&quot;./layout/defaults&quot;:575,&quot;./layout/layout_attributes&quot;:576,&quot;./scene&quot;:580}],571:[function(t,e,r){&quot;use strict&quot;;e.exports={scene:{valType:&quot;subplotid&quot;,dflt:&quot;scene&quot;,editType:&quot;calc+clearAxisTypes&quot;}}},{}],572:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../components/color&quot;),i=t(&quot;../../cartesian/layout_attributes&quot;),a=t(&quot;../../../lib/extend&quot;).extendFlat,o=t(&quot;../../../plot_api/edit_types&quot;).overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:&quot;boolean&quot;,dflt:!0},spikesides:{valType:&quot;boolean&quot;,dflt:!0},spikethickness:{valType:&quot;number&quot;,min:0,dflt:2},spikecolor:{valType:&quot;color&quot;,dflt:n.defaultLine},showbackground:{valType:&quot;boolean&quot;,dflt:!1},backgroundcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(204, 204, 204, 0.5)&quot;},showaxeslabels:{valType:&quot;boolean&quot;,dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:i.title,type:a({},i.type,{values:[&quot;-&quot;,&quot;linear&quot;,&quot;log&quot;,&quot;date&quot;,&quot;category&quot;]}),autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:&quot;any&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;^autorange&quot;:!1}},{valType:&quot;any&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;^autorange&quot;:!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,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:&quot;rgb(204, 204, 204)&quot;}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},&quot;plot&quot;,&quot;from-root&quot;)},{&quot;../../../components/color&quot;:376,&quot;../../../lib/extend&quot;:488,&quot;../../../plot_api/edit_types&quot;:524,&quot;../../cartesian/layout_attributes&quot;:553}],573:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;).mix,i=t(&quot;../../../lib&quot;),a=t(&quot;../../../plot_api/plot_template&quot;),o=t(&quot;./axis_attributes&quot;),s=t(&quot;../../cartesian/type_defaults&quot;),l=t(&quot;../../cartesian/axis_defaults&quot;),u=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];e.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var d=0;d&lt;u.length;d++){var p=u[d];c=t[p]||{},(f=a.newContainer(e,p))._id=p[0]+r.scene,f._name=p,s(c,f,h,r),l(c,f,h,{font:r.font,letter:p[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(&quot;gridcolor&quot;,n(f.color,r.bgColor,13600/187).toRgbString()),h(&quot;title.text&quot;,p[0]),f.setScale=i.noop,h(&quot;showspikes&quot;)&amp;&amp;(h(&quot;spikesides&quot;),h(&quot;spikethickness&quot;),h(&quot;spikecolor&quot;,f.color)),h(&quot;showaxeslabels&quot;),h(&quot;showbackground&quot;)&amp;&amp;h(&quot;backgroundcolor&quot;)}}},{&quot;../../../lib&quot;:495,&quot;../../../plot_api/plot_template&quot;:531,&quot;../../cartesian/axis_defaults&quot;:543,&quot;../../cartesian/type_defaults&quot;:564,&quot;./axis_attributes&quot;:572,tinycolor2:342}],574:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib/str2rgbarray&quot;),i=t(&quot;../../../lib&quot;),a=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[&quot;sans-serif&quot;,&quot;sans-serif&quot;,&quot;sans-serif&quot;],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=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],this.labelEnable=[!0,!0,!0],this.labelFont=[&quot;Open Sans&quot;,&quot;Open Sans&quot;,&quot;Open Sans&quot;],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&lt;3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t.meta?i.templateString(o.title.text,{meta:t.meta}):o.title.text,&quot;font&quot;in o.title&amp;&amp;(o.title.font.color&amp;&amp;(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&amp;&amp;(this.labelFont[r]=o.title.font.family),o.title.font.size&amp;&amp;(this.labelSize[r]=o.title.font.size)),&quot;showline&quot;in o&amp;&amp;(this.lineEnable[r]=o.showline),&quot;linecolor&quot;in o&amp;&amp;(this.lineColor[r]=n(o.linecolor)),&quot;linewidth&quot;in o&amp;&amp;(this.lineWidth[r]=o.linewidth),&quot;showgrid&quot;in o&amp;&amp;(this.gridEnable[r]=o.showgrid),&quot;gridcolor&quot;in o&amp;&amp;(this.gridColor[r]=n(o.gridcolor)),&quot;gridwidth&quot;in o&amp;&amp;(this.gridWidth[r]=o.gridwidth),&quot;log&quot;===o.type?this.zeroEnable[r]=!1:&quot;zeroline&quot;in o&amp;&amp;(this.zeroEnable[r]=o.zeroline),&quot;zerolinecolor&quot;in o&amp;&amp;(this.zeroLineColor[r]=n(o.zerolinecolor)),&quot;zerolinewidth&quot;in o&amp;&amp;(this.zeroLineWidth[r]=o.zerolinewidth),&quot;ticks&quot;in o&amp;&amp;o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,&quot;ticklen&quot;in o&amp;&amp;(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),&quot;tickcolor&quot;in o&amp;&amp;(this.lineTickColor[r]=n(o.tickcolor)),&quot;tickwidth&quot;in o&amp;&amp;(this.lineTickWidth[r]=o.tickwidth),&quot;tickangle&quot;in o&amp;&amp;(this.tickAngle[r]=&quot;auto&quot;===o.tickangle?-3600:Math.PI*-o.tickangle/180),&quot;showticklabels&quot;in o&amp;&amp;(this.tickEnable[r]=o.showticklabels),&quot;tickfont&quot;in o&amp;&amp;(o.tickfont.color&amp;&amp;(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&amp;&amp;(this.tickFont[r]=o.tickfont.family),o.tickfont.size&amp;&amp;(this.tickSize[r]=o.tickfont.size)),&quot;mirror&quot;in o?-1!==[&quot;ticks&quot;,&quot;all&quot;,&quot;allticks&quot;].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,&quot;showbackground&quot;in o&amp;&amp;!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}},{&quot;../../../lib&quot;:495,&quot;../../../lib/str2rgbarray&quot;:517}],575:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib&quot;),i=t(&quot;../../../components/color&quot;),a=t(&quot;../../../registry&quot;),o=t(&quot;../../subplot_defaults&quot;),s=t(&quot;./axis_defaults&quot;),l=t(&quot;./layout_attributes&quot;),u=t(&quot;../../get_data&quot;).getSubplotData,c=&quot;gl3d&quot;;function f(t,e,r,n){for(var o=r(&quot;bgcolor&quot;),l=i.combine(o,n.paper_bgcolor),f=[&quot;up&quot;,&quot;center&quot;,&quot;eye&quot;],h=0;h&lt;f.length;h++)r(&quot;camera.&quot;+f[h]+&quot;.x&quot;),r(&quot;camera.&quot;+f[h]+&quot;.y&quot;),r(&quot;camera.&quot;+f[h]+&quot;.z&quot;);r(&quot;camera.projection.type&quot;);var d=!!r(&quot;aspectratio.x&quot;)&amp;&amp;!!r(&quot;aspectratio.y&quot;)&amp;&amp;!!r(&quot;aspectratio.z&quot;),p=r(&quot;aspectmode&quot;,d?&quot;manual&quot;:&quot;auto&quot;);d||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},&quot;manual&quot;===p&amp;&amp;(e.aspectmode=&quot;auto&quot;),t.aspectmode=e.aspectmode);var g=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:g,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),a.getComponentMethod(&quot;annotations3d&quot;,&quot;handleDefaults&quot;)(t,e,n);var v=n.getDfltFromLayout(&quot;dragmode&quot;);if(!1!==v&amp;&amp;!v)if(v=&quot;orbit&quot;,t.camera&amp;&amp;t.camera.up){var m=t.camera.up.x,y=t.camera.up.y,b=t.camera.up.z;0!==b&amp;&amp;(m&amp;&amp;y&amp;&amp;b?b/Math.sqrt(m*m+y*y+b*b)&gt;.999&amp;&amp;(v=&quot;turntable&quot;):v=&quot;turntable&quot;)}else v=&quot;turntable&quot;;r(&quot;dragmode&quot;,v),r(&quot;hovermode&quot;,n.getDfltFromLayout(&quot;hovermode&quot;))}e.exports=function(t,e,r){var i=e._basePlotModules.length&gt;1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{&quot;../../../components/color&quot;:376,&quot;../../../lib&quot;:495,&quot;../../../registry&quot;:592,&quot;../../get_data&quot;:569,&quot;../../subplot_defaults&quot;:591,&quot;./axis_defaults&quot;:573,&quot;./layout_attributes&quot;:576}],576:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./axis_attributes&quot;),i=t(&quot;../../domain&quot;).attributes,a=t(&quot;../../../lib/extend&quot;).extendFlat,o=t(&quot;../../../lib&quot;).counterRegex;function s(t,e,r){return{x:{valType:&quot;number&quot;,dflt:t,editType:&quot;camera&quot;},y:{valType:&quot;number&quot;,dflt:e,editType:&quot;camera&quot;},z:{valType:&quot;number&quot;,dflt:r,editType:&quot;camera&quot;},editType:&quot;camera&quot;}}e.exports={_arrayAttrRegexps:[o(&quot;scene&quot;,&quot;.annotations&quot;,!0)],bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;plot&quot;},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:&quot;enumerated&quot;,values:[&quot;perspective&quot;,&quot;orthographic&quot;],dflt:&quot;perspective&quot;,editType:&quot;calc&quot;},editType:&quot;calc&quot;},editType:&quot;camera&quot;},domain:i({name:&quot;scene&quot;,editType:&quot;plot&quot;}),aspectmode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;cube&quot;,&quot;data&quot;,&quot;manual&quot;],dflt:&quot;auto&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;aspectratio.x&quot;:void 0,&quot;aspectratio.y&quot;:void 0,&quot;aspectratio.z&quot;:void 0}},aspectratio:{x:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},y:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},z:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},editType:&quot;plot&quot;,impliedEdits:{aspectmode:&quot;manual&quot;}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:&quot;enumerated&quot;,values:[&quot;orbit&quot;,&quot;turntable&quot;,&quot;zoom&quot;,&quot;pan&quot;,!1],editType:&quot;plot&quot;},hovermode:{valType:&quot;enumerated&quot;,values:[&quot;closest&quot;,!1],dflt:&quot;closest&quot;,editType:&quot;modebar&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;plot&quot;,_deprecated:{cameraposition:{valType:&quot;info_array&quot;,editType:&quot;camera&quot;}}}},{&quot;../../../lib&quot;:495,&quot;../../../lib/extend&quot;:488,&quot;../../domain&quot;:566,&quot;./axis_attributes&quot;:572}],577:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib/str2rgbarray&quot;),i=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];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&lt;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}},{&quot;../../../lib/str2rgbarray&quot;:517}],578:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u&lt;3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&amp;&amp;(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(&quot;auto&quot;===c.tickmode){c.tickmode=&quot;linear&quot;;var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var d=n.calcTicks(c),p=0;p&lt;d.length;++p)d[p].x=d[p].x*t.dataScale[u],&quot;date&quot;===c.type&amp;&amp;(d[p].text=d[p].text.replace(/\\&lt;br\\&gt;/g,&quot; &quot;));l[u]=d,c.tickmode=f}}e.ticks=l;for(var u=0;u&lt;3;++u){o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]);for(var p=0;p&lt;2;++p)e.bounds[p][u]=t.glplot.bounds[p][u]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r&lt;3;++r){for(var n=t[r],i=new Array(n.length),a=0;a&lt;n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(&quot;../../cartesian/axes&quot;),i=t(&quot;../../../lib&quot;),a=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;],o=[0,0,0]},{&quot;../../../lib&quot;:495,&quot;../../cartesian/axes&quot;:541}],579:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r&lt;4;++r)for(n=0;n&lt;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])))}},{}],580:[function(t,e,r){&quot;use strict&quot;;var n,i,a=t(&quot;gl-plot3d&quot;).createCamera,o=t(&quot;gl-plot3d&quot;).createScene,s=t(&quot;webgl-context&quot;),l=t(&quot;has-passive-events&quot;),u=t(&quot;../../registry&quot;),c=t(&quot;../../lib&quot;),f=t(&quot;../../plots/cartesian/axes&quot;),h=t(&quot;../../components/fx&quot;),d=t(&quot;../../lib/str2rgbarray&quot;),p=t(&quot;../../lib/show_no_webgl_msg&quot;),g=t(&quot;./project&quot;),v=t(&quot;./layout/convert&quot;),m=t(&quot;./layout/spikes&quot;),y=t(&quot;./layout/tick_marks&quot;);function b(t,e,r,a){if(t.initializeGLCamera(),!function(t,e,r,a,l){var u={canvas:a,gl:l,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:e,pixelRatio:r};if(t.staticMode){if(!(i||(n=document.createElement(&quot;canvas&quot;),i=s({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(&quot;error creating static canvas/context for image server&quot;);u.pixelRatio=t.pixelRatio,u.gl=i,u.canvas=n}try{t.glplot=o(u)}catch(t){return!1}return!0}(t,t.camera,e,r,a))return p(t);var u=t.graphDiv,d=function(t){if(!1!==t.fullSceneLayout.dragmode){var e={};e[t.id+&quot;.camera&quot;]=M(t.camera),t.saveCamera(u.layout),t.graphDiv.emit(&quot;plotly_relayout&quot;,e)}};return t.glplot.canvas.addEventListener(&quot;mouseup&quot;,function(){d(t)}),t.glplot.canvas.addEventListener(&quot;wheel&quot;,function(){u._context._scrollZoom.gl3d&amp;&amp;d(t)},!!l&amp;&amp;{passive:!1}),t.staticMode||t.glplot.canvas.addEventListener(&quot;webglcontextlost&quot;,function(e){u&amp;&amp;u.emit&amp;&amp;u.emit(&quot;plotly_webglcontextlost&quot;,{event:e,layer:t.id})},!1),t.glplot.camera=t.camera,t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(t){var e,r=t.svgContainer,n=t.container.getBoundingClientRect(),i=n.width,a=n.height;r.setAttributeNS(null,&quot;viewBox&quot;,&quot;0 0 &quot;+i+&quot; &quot;+a),r.setAttributeNS(null,&quot;width&quot;,i),r.setAttributeNS(null,&quot;height&quot;,a),y(t),t.glplot.axes.update(t.axesOptions);for(var o,s=Object.keys(t.traces),l=null,u=t.glplot.selection,d=0;d&lt;s.length;++d)&quot;skip&quot;!==(e=t.traces[s[d]]).data.hoverinfo&amp;&amp;e.handlePick(u)&amp;&amp;(l=e),e.setContourLevels&amp;&amp;e.setContourLevels();function p(e,r){var n=t.fullSceneLayout[e];return f.tickText(n,n.d2l(r),&quot;hover&quot;).text}if(null!==l){var v=g(t.glplot.cameraParams,u.dataCoordinate);e=l.data;var m,b=u.index,x={xLabel:p(&quot;xaxis&quot;,u.traceCoordinate[0]),yLabel:p(&quot;yaxis&quot;,u.traceCoordinate[1]),zLabel:p(&quot;zaxis&quot;,u.traceCoordinate[2])},_=h.castHoverinfo(e,t.fullLayout,b),w=(_||&quot;&quot;).split(&quot;+&quot;),A=_&amp;&amp;&quot;all&quot;===_;e.hovertemplate||A||(-1===w.indexOf(&quot;x&quot;)&amp;&amp;(x.xLabel=void 0),-1===w.indexOf(&quot;y&quot;)&amp;&amp;(x.yLabel=void 0),-1===w.indexOf(&quot;z&quot;)&amp;&amp;(x.zLabel=void 0),-1===w.indexOf(&quot;text&quot;)&amp;&amp;(u.textLabel=void 0),-1===w.indexOf(&quot;name&quot;)&amp;&amp;(l.name=void 0));var M=[];&quot;cone&quot;===e.type||&quot;streamtube&quot;===e.type?(x.uLabel=p(&quot;xaxis&quot;,u.traceCoordinate[3]),(A||-1!==w.indexOf(&quot;u&quot;))&amp;&amp;M.push(&quot;u: &quot;+x.uLabel),x.vLabel=p(&quot;yaxis&quot;,u.traceCoordinate[4]),(A||-1!==w.indexOf(&quot;v&quot;))&amp;&amp;M.push(&quot;v: &quot;+x.vLabel),x.wLabel=p(&quot;zaxis&quot;,u.traceCoordinate[5]),(A||-1!==w.indexOf(&quot;w&quot;))&amp;&amp;M.push(&quot;w: &quot;+x.wLabel),x.normLabel=u.traceCoordinate[6].toPrecision(3),(A||-1!==w.indexOf(&quot;norm&quot;))&amp;&amp;M.push(&quot;norm: &quot;+x.normLabel),&quot;streamtube&quot;===e.type&amp;&amp;(x.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(A||-1!==w.indexOf(&quot;divergence&quot;))&amp;&amp;M.push(&quot;divergence: &quot;+x.divergenceLabel)),u.textLabel&amp;&amp;M.push(u.textLabel),m=M.join(&quot;&lt;br&gt;&quot;)):&quot;isosurface&quot;===e.type?(x.valueLabel=f.tickText(t.mockAxis,t.mockAxis.d2l(u.traceCoordinate[3]),&quot;hover&quot;).text,M.push(&quot;value: &quot;+x.valueLabel),u.textLabel&amp;&amp;M.push(u.textLabel),m=M.join(&quot;&lt;br&gt;&quot;)):m=u.textLabel;var T={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:e._input,fullData:e,curveNumber:e.index,pointNumber:b};h.appendArrayPointValue(T,e,b),e._module.eventData&amp;&amp;(T=e._module.eventData(T,u,e,{},b));var k={points:[T]};t.fullSceneLayout.hovermode&amp;&amp;h.loneHover({trace:e,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*a,xLabel:x.xLabel,yLabel:x.yLabel,zLabel:x.zLabel,text:m,name:l.name,color:h.castHoverOption(e,b,&quot;bgcolor&quot;)||l.color,borderColor:h.castHoverOption(e,b,&quot;bordercolor&quot;),fontFamily:h.castHoverOption(e,b,&quot;font.family&quot;),fontSize:h.castHoverOption(e,b,&quot;font.size&quot;),fontColor:h.castHoverOption(e,b,&quot;font.color&quot;),hovertemplate:c.castOption(e,b,&quot;hovertemplate&quot;),hovertemplateLabels:c.extendFlat({},T,x),eventData:[T]},{container:r,gd:t.graphDiv}),u.buttons&amp;&amp;u.distance&lt;5?t.graphDiv.emit(&quot;plotly_click&quot;,k):t.graphDiv.emit(&quot;plotly_hover&quot;,k),o=k}else h.loneUnhover(r),t.graphDiv.emit(&quot;plotly_unhover&quot;,o);t.drawAnnotations(t)}.bind(null,t),t.traces={},t.make4thDimension(),!0}function x(t,e){var r=document.createElement(&quot;div&quot;),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(&quot;http://www.w3.org/2000/svg&quot;,&quot;svg&quot;);i.style.position=&quot;absolute&quot;,i.style.top=i.style.left=&quot;0px&quot;,i.style.width=i.style.height=&quot;100%&quot;,i.style[&quot;z-index&quot;]=20,i.style[&quot;pointer-events&quot;]=&quot;none&quot;,r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=&quot;absolute&quot;,r.style.top=r.style.left=&quot;0px&quot;,r.style.width=r.style.height=&quot;100%&quot;,n.appendChild(r),this.fullLayout=e,this.id=t.id||&quot;scene&quot;,this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=m(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(&quot;annotations3d&quot;,&quot;convert&quot;),this.drawAnnotations=u.getComponentMethod(&quot;annotations3d&quot;,&quot;draw&quot;),b(this,this.pixelRatio)}var _=x.prototype;_.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=&quot;orthographic&quot;===t.projection.type;this.camera=a(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:&quot;orbit&quot;})},_.recoverContext=function(){var t=this,e=this.glplot.gl,r=this.glplot.canvas,n=this.glplot.camera,i=this.glplot.pixelRatio;this.glplot.dispose(),requestAnimationFrame(function a(){e.isContextLost()?requestAnimationFrame(a):b(t,n,i,r)?t.plot.apply(t,t.plotArgs):c.error(&quot;Catastrophic and unrecoverable WebGL error. Context lost.&quot;)})};var w=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i&lt;3;i++){var a=w[i],o=a.charAt(0),s=n[a],l=e[o],u=e[o+&quot;calendar&quot;],f=e[&quot;_&quot;+o+&quot;length&quot;];if(c.isArrayOrTypedArray(l))for(var h,d=0;d&lt;(f||l.length);d++)if(c.isArrayOrTypedArray(l[d]))for(var p=0;p&lt;l[d].length;++p)h=s.d2l(l[d][p],0,u),!isNaN(h)&amp;&amp;isFinite(h)&amp;&amp;(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[d],0,u),!isNaN(h)&amp;&amp;isFinite(h)&amp;&amp;(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],f-1)}}function M(t){return{up:{x:t.up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?&quot;orthographic&quot;:&quot;perspective&quot;}}}_.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,u=e[this.id],c=r[this.id];u.bgcolor?this.glplot.clearColor=d(u.bgcolor):this.glplot.clearColor=[0,0,0,0],this.glplot.snapToData=!0,this.fullLayout=e,this.fullSceneLayout=u,this.glplotLayout=u,this.axesOptions.merge(e,u),this.spikeOptions.merge(u),this.setCamera(u.camera),this.updateFx(u.dragmode,u.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.update({}),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&lt;t.length;++a)!0===(n=t[a]).visible&amp;&amp;A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i&lt;3;i++)for(var a=w[i],o=a.charAt(0),s=r[a],l=0;l&lt;n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&amp;&amp;isFinite(c)&amp;&amp;(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,f);var h=[1,1,1];for(o=0;o&lt;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&lt;t.length;++a)!0===(n=t[a]).visible&amp;&amp;((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&lt;p.length;++a){for(o=0;o&lt;t.length;++o)if(t[o].uid===p[a]&amp;&amp;!0===t[o].visible)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 g=[[0,0,0],[0,0,0]],v=[],m={};for(a=0;a&lt;3;++a){if((l=(s=u[w[a]]).type)in m?(m[l].acc*=h[a],m[l].count+=1):m[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var y=this.glplot.objects,b=this.fullSceneLayout.annotations||[],x=s._name.charAt(0);for(o=0;o&lt;y.length;o++){var _=y[o],M=_.bounds,T=_._trace.data._pad||0;&quot;ErrorBars&quot;===_.constructor.name&amp;&amp;s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],M[0][a]/h[a]-T),g[1][a]=Math.max(g[1][a],M[1][a]/h[a]+T)}for(o=0;o&lt;b.length;o++){var k=b[o];if(k.visible){var E=s.r2l(k[x]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if(&quot;rangemode&quot;in s&amp;&amp;&quot;tozero&quot;===s.rangemode&amp;&amp;(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]&gt;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(&quot;reversed&quot;===s.autorange){var S=g[0][a];g[0][a]=g[1][a],g[1][a]=S}}else{var C=s.range;g[0][a]=s.r2l(C[0]),g[1][a]=s.r2l(C[1])}g[0][a]===g[1][a]&amp;&amp;(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.bounds[0][a]=g[0][a]*h[a],this.glplot.bounds[1][a]=g[1][a]*h[a]}var O=[1,1,1];for(a=0;a&lt;3;++a){var R=m[l=(s=u[w[a]]).type];O[a]=Math.pow(R.acc,1/R.count)/h[a]}var P;if(&quot;auto&quot;===u.aspectmode)P=Math.max.apply(null,O)/Math.min.apply(null,O)&lt;=4?O:[1,1,1];else if(&quot;cube&quot;===u.aspectmode)P=[1,1,1];else if(&quot;data&quot;===u.aspectmode)P=O;else{if(&quot;manual&quot;!==u.aspectmode)throw new Error(&quot;scene.js aspectRatio was not one of the enumerated types&quot;);var z=u.aspectratio;P=[z.x,z.y,z.z]}u.aspectratio.x=c.aspectratio.x=P[0],u.aspectratio.y=c.aspectratio.y=P[1],u.aspectratio.z=c.aspectratio.z=P[2],this.glplot.aspect=P;var I=u.domain||null,N=e._size||null;if(I&amp;&amp;N){var D=this.container.style;D.position=&quot;absolute&quot;,D.left=N.l+I.x[0]*N.w+&quot;px&quot;,D.top=N.t+(1-I.y[1])*N.h+&quot;px&quot;,D.width=N.w*(I.x[1]-I.x[0])+&quot;px&quot;,D.height=N.h*(I.y[1]-I.y[0])+&quot;px&quot;}this.glplot.redraw()}},_.destroy=function(){this.glplot&amp;&amp;(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(&quot;wheel&quot;,this.camera.wheelListener),this.camera=this.glplot.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},_.getCamera=function(){return this.glplot.camera.view.recalcMatrix(this.camera.view.lastT()),M(this.glplot.camera)},_.setCamera=function(t){var e;this.glplot.camera.lookAt.apply(this,[[(e=t).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]]);var r=&quot;orthographic&quot;===t.projection.type;if(r!==this.glplot.camera._ortho){this.glplot.redraw();var n=this.glplot.pixelRatio,i=this.glplot.clearColor;this.glplot.gl.clearColor(i[0],i[1],i[2],i[3]),this.glplot.gl.clear(this.glplot.gl.DEPTH_BUFFER_BIT|this.glplot.gl.COLOR_BUFFER_BIT),this.glplot.dispose(),b(this,n),this.glplot.camera._ortho=r}},_.saveCamera=function(t){var e=this.fullLayout,r=this.getCamera(),n=c.nestedProperty(t,this.id+&quot;.camera&quot;),i=n.get(),a=!1;function o(t,e,r,n){var i=[&quot;up&quot;,&quot;center&quot;,&quot;eye&quot;],a=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];return e[i[r]]&amp;&amp;t[i[r]][a[n]]===e[i[r]][a[n]]}if(void 0===i)a=!0;else{for(var s=0;s&lt;3;s++)for(var l=0;l&lt;3;l++)if(!o(r,i,s,l)){a=!0;break}(!i.projection||r.projection&amp;&amp;r.projection.type!==i.projection.type)&amp;&amp;(a=!0)}if(a){var f={};f[this.id+&quot;.camera&quot;]=i,u.call(&quot;_storeDirectGUIEdit&quot;,t,e._preGUI,f),n.set(r),c.nestedProperty(e,this.id+&quot;.camera&quot;).set(r)}return a},_.updateFx=function(t,e){var r=this.camera;if(r)if(&quot;orbit&quot;===t)r.mode=&quot;orbit&quot;,r.keyBindingMode=&quot;rotate&quot;;else if(&quot;turntable&quot;===t){r.up=[0,0,1],r.mode=&quot;turntable&quot;,r.keyBindingMode=&quot;rotate&quot;;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)&lt;.999){var f=this.id+&quot;.camera.up&quot;,h={x:0,y:0,z:1},d={};d[f]=h;var p=n.layout;u.call(&quot;_storeDirectGUIEdit&quot;,p,i._preGUI,d),a.up=h,c.nestedProperty(p,f).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},_.toImage=function(t){t||(t=&quot;png&quot;),this.staticMode&amp;&amp;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);for(var o=0,s=i-1;o&lt;s;++o,--s)for(var l=0;l&lt;r;++l)for(var u=0;u&lt;4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(&quot;canvas&quot;);f.width=r,f.height=i;var h,d=f.getContext(&quot;2d&quot;),p=d.createImageData(r,i);switch(p.data.set(a),d.putImageData(p,0,0),t){case&quot;jpeg&quot;:h=f.toDataURL(&quot;image/jpeg&quot;);break;case&quot;webp&quot;:h=f.toDataURL(&quot;image/webp&quot;);break;default:h=f.toDataURL(&quot;image/png&quot;)}return this.staticMode&amp;&amp;this.container.removeChild(n),h},_.setConvert=function(){for(var t=0;t&lt;3;t++){var e=this.fullSceneLayout[w[t]];f.setConvert(e,this.fullLayout),e.setScale=c.noop}},_.make4thDimension=function(){var t=this.graphDiv._fullLayout;this.mockAxis={type:&quot;linear&quot;,showexponent:&quot;all&quot;,exponentformat:&quot;B&quot;},f.setConvert(this.mockAxis,t)},e.exports=x},{&quot;../../components/fx&quot;:415,&quot;../../lib&quot;:495,&quot;../../lib/show_no_webgl_msg&quot;:515,&quot;../../lib/str2rgbarray&quot;:517,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;./layout/convert&quot;:574,&quot;./layout/spikes&quot;:577,&quot;./layout/tick_marks&quot;:578,&quot;./project&quot;:579,&quot;gl-plot3d&quot;:142,&quot;has-passive-events&quot;:252,&quot;webgl-context&quot;:357}],581:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a&lt;n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],582:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./font_attributes&quot;),i=t(&quot;./animation_attributes&quot;),a=t(&quot;../components/color/attributes&quot;),o=t(&quot;../components/colorscale/layout_attributes&quot;),s=t(&quot;./pad_attributes&quot;),l=t(&quot;../lib/extend&quot;).extendFlat,u=n({editType:&quot;calc&quot;});u.family.dflt=&#x27;&quot;Open Sans&quot;, verdana, arial, sans-serif&#x27;,u.size.dflt=12,u.color.dflt=a.defaultLine,e.exports={font:u,title:{text:{valType:&quot;string&quot;,editType:&quot;layoutstyle&quot;},font:n({editType:&quot;layoutstyle&quot;}),xref:{valType:&quot;enumerated&quot;,dflt:&quot;container&quot;,values:[&quot;container&quot;,&quot;paper&quot;],editType:&quot;layoutstyle&quot;},yref:{valType:&quot;enumerated&quot;,dflt:&quot;container&quot;,values:[&quot;container&quot;,&quot;paper&quot;],editType:&quot;layoutstyle&quot;},x:{valType:&quot;number&quot;,min:0,max:1,dflt:.5,editType:&quot;layoutstyle&quot;},y:{valType:&quot;number&quot;,min:0,max:1,dflt:&quot;auto&quot;,editType:&quot;layoutstyle&quot;},xanchor:{valType:&quot;enumerated&quot;,dflt:&quot;auto&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],editType:&quot;layoutstyle&quot;},yanchor:{valType:&quot;enumerated&quot;,dflt:&quot;auto&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],editType:&quot;layoutstyle&quot;},pad:l(s({editType:&quot;layoutstyle&quot;}),{}),editType:&quot;layoutstyle&quot;},autosize:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;none&quot;},width:{valType:&quot;number&quot;,min:10,dflt:700,editType:&quot;plot&quot;},height:{valType:&quot;number&quot;,min:10,dflt:450,editType:&quot;plot&quot;},margin:{l:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},r:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},t:{valType:&quot;number&quot;,min:0,dflt:100,editType:&quot;plot&quot;},b:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},pad:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},autoexpand:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},editType:&quot;plot&quot;},paper_bgcolor:{valType:&quot;color&quot;,dflt:a.background,editType:&quot;plot&quot;},plot_bgcolor:{valType:&quot;color&quot;,dflt:a.background,editType:&quot;layoutstyle&quot;},separators:{valType:&quot;string&quot;,editType:&quot;plot&quot;},hidesources:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;plot&quot;},showlegend:{valType:&quot;boolean&quot;,editType:&quot;legend&quot;},colorway:{valType:&quot;colorlist&quot;,dflt:a.defaults,editType:&quot;calc&quot;},colorscale:o,datarevision:{valType:&quot;any&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editrevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},selectionrevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},template:{valType:&quot;any&quot;,editType:&quot;calc&quot;},modebar:{orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],dflt:&quot;h&quot;,editType:&quot;modebar&quot;},bgcolor:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},color:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},activecolor:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;modebar&quot;},meta:{valType:&quot;data_array&quot;,editType:&quot;plot&quot;},transition:l({},i.transition,{editType:&quot;none&quot;}),_deprecated:{title:{valType:&quot;string&quot;,editType:&quot;layoutstyle&quot;},titlefont:n({editType:&quot;layoutstyle&quot;})}}},{&quot;../components/color/attributes&quot;:375,&quot;../components/colorscale/layout_attributes&quot;:389,&quot;../lib/extend&quot;:488,&quot;./animation_attributes&quot;:536,&quot;./font_attributes&quot;:567,&quot;./pad_attributes&quot;:583}],583:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.editType;return{t:{valType:&quot;number&quot;,dflt:0,editType:e},r:{valType:&quot;number&quot;,dflt:0,editType:e},b:{valType:&quot;number&quot;,dflt:0,editType:e},l:{valType:&quot;number&quot;,dflt:0,editType:e},editType:e}}},{}],584:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../registry&quot;),o=t(&quot;../plot_api/plot_schema&quot;),s=t(&quot;../plot_api/plot_template&quot;),l=t(&quot;../lib&quot;),u=t(&quot;../components/color&quot;),c=t(&quot;../constants/numerical&quot;).BADNUM,f=t(&quot;../plots/cartesian/axis_ids&quot;),h=t(&quot;./animation_attributes&quot;),d=t(&quot;./frame_attributes&quot;),p=l.relinkPrivateKeys,g=l._,v=e.exports={};l.extendFlat(v,a),v.attributes=t(&quot;./attributes&quot;),v.attributes.type.values=v.allTypes,v.fontAttrs=t(&quot;./font_attributes&quot;),v.layoutAttributes=t(&quot;./layout_attributes&quot;),v.fontWeight=&quot;normal&quot;;var m=v.transformsRegistry,y=t(&quot;./command&quot;);v.executeAPICommand=y.executeAPICommand,v.computeAPICommandBindings=y.computeAPICommandBindings,v.manageCommandObserver=y.manageCommandObserver,v.hasSimpleAPICommandBindings=y.hasSimpleAPICommandBindings,v.redrawText=function(t){if(!((t=l.getGraphDiv(t)).data&amp;&amp;t.data[0]&amp;&amp;t.data[0].r))return new Promise(function(e){setTimeout(function(){a.getComponentMethod(&quot;annotations&quot;,&quot;draw&quot;)(t),a.getComponentMethod(&quot;legend&quot;,&quot;draw&quot;)(t),(t.calcdata||[]).forEach(function(t){t[0]&amp;&amp;t[0].t&amp;&amp;t[0].t.cb&amp;&amp;t[0].t.cb()}),e(v.previousPromises(t))},300)})},v.resize=function(t){return t=l.getGraphDiv(t),new Promise(function(e,r){function n(t){var e=window.getComputedStyle(t).display;return!e||&quot;none&quot;===e}t&amp;&amp;!n(t)||r(new Error(&quot;Resize must be passed a displayed plot div element.&quot;)),t._redrawTimer&amp;&amp;clearTimeout(t._redrawTimer),t._redrawTimer=setTimeout(function(){if(!t.layout||t.layout.width&amp;&amp;t.layout.height||n(t))e(t);else{delete t.layout.width,delete t.layout.height;var r=t.changed;t.autoplay=!0,a.call(&quot;relayout&quot;,t,{autosize:!0}).then(function(){t.changed=r,e(t)})}},100)})},v.previousPromises=function(t){if((t._promises||[]).length)return Promise.all(t._promises).then(function(){t._promises=[]})},v.addLinks=function(t){if(t._context.showLink||t._context.showSources){var e=t._fullLayout,r=l.ensureSingle(e._paper,&quot;text&quot;,&quot;js-plot-link-container&quot;,function(t){t.style({&quot;font-family&quot;:&#x27;&quot;Open Sans&quot;, Arial, sans-serif&#x27;,&quot;font-size&quot;:&quot;12px&quot;,fill:u.defaultLine,&quot;pointer-events&quot;:&quot;all&quot;}).each(function(){var t=n.select(this);t.append(&quot;tspan&quot;).classed(&quot;js-link-to-tool&quot;,!0),t.append(&quot;tspan&quot;).classed(&quot;js-link-spacer&quot;,!0),t.append(&quot;tspan&quot;).classed(&quot;js-sourcelinks&quot;,!0)})}),i=r.node(),a={y:e._paper.attr(&quot;height&quot;)-9};document.body.contains(i)&amp;&amp;i.getComputedTextLength()&gt;=e.width-20?(a[&quot;text-anchor&quot;]=&quot;start&quot;,a.x=5):(a[&quot;text-anchor&quot;]=&quot;end&quot;,a.x=e._paper.attr(&quot;width&quot;)-7),r.attr(a);var o=r.select(&quot;.js-link-to-tool&quot;),s=r.select(&quot;.js-link-spacer&quot;),c=r.select(&quot;.js-sourcelinks&quot;);t._context.showSources&amp;&amp;t._context.showSources(t),t._context.showLink&amp;&amp;function(t,e){e.text(&quot;&quot;);var r=e.append(&quot;a&quot;).attr({&quot;xlink:xlink:href&quot;:&quot;#&quot;,class:&quot;link--impt link--embedview&quot;,&quot;font-weight&quot;:&quot;bold&quot;}).text(t._context.linkText+&quot; &quot;+String.fromCharCode(187));if(t._context.sendData)r.on(&quot;click&quot;,function(){v.sendDataToCloud(t)});else{var n=window.location.pathname.split(&quot;/&quot;),i=window.location.search;r.attr({&quot;xlink:xlink:show&quot;:&quot;new&quot;,&quot;xlink:xlink:href&quot;:&quot;/&quot;+n[2].split(&quot;.&quot;)[0]+&quot;/&quot;+n[1]+i})}}(t,o),s.text(o.text()&amp;&amp;c.text()?&quot; - &quot;:&quot;&quot;)}},v.sendDataToCloud=function(t){t.emit(&quot;plotly_beforeexport&quot;);var e=(window.PLOTLYENV||{}).BASE_URL||t._context.plotlyServerURL,r=n.select(t).append(&quot;div&quot;).attr(&quot;id&quot;,&quot;hiddenform&quot;).style(&quot;display&quot;,&quot;none&quot;),i=r.append(&quot;form&quot;).attr({action:e+&quot;/external&quot;,method:&quot;post&quot;,target:&quot;_blank&quot;});return i.append(&quot;input&quot;).attr({type:&quot;text&quot;,name:&quot;data&quot;}).node().value=v.graphJson(t,!1,&quot;keepdata&quot;),i.node().submit(),r.remove(),t.emit(&quot;plotly_afterexport&quot;),!1};var b=[&quot;days&quot;,&quot;shortDays&quot;,&quot;months&quot;,&quot;shortMonths&quot;,&quot;periods&quot;,&quot;dateTime&quot;,&quot;date&quot;,&quot;time&quot;,&quot;decimal&quot;,&quot;thousands&quot;,&quot;grouping&quot;,&quot;currency&quot;],x=[&quot;year&quot;,&quot;month&quot;,&quot;dayMonth&quot;,&quot;dayMonthYear&quot;];function _(t,e){var r=t._context.locale,n=!1,i={};function o(t){for(var r=!0,a=0;a&lt;e.length;a++){var o=e[a];i[o]||(t[o]?i[o]=t[o]:r=!1)}r&amp;&amp;(n=!0)}for(var s=0;s&lt;2;s++){for(var l=t._context.locales,u=0;u&lt;2;u++){var c=(l[r]||{}).format;if(c&amp;&amp;(o(c),n))break;l=a.localeRegistry}var f=r.split(&quot;-&quot;)[0];if(n||f===r)break;r=f}return n||o(a.localeRegistry.en.format),i}function w(t,e){var r={_fullLayout:e},n=&quot;x&quot;===t._id.charAt(0),i=t._mainAxis._anchorAxis,a=&quot;&quot;,o=&quot;&quot;,s=&quot;&quot;;if(i&amp;&amp;(s=i._mainAxis._id,a=n?t._id+s:s+t._id),!a||!e._plots[a]){a=&quot;&quot;;for(var l=t._counterAxes,u=0;u&lt;l.length;u++){var c=l[u],h=n?t._id+c:c+t._id;o||(o=h);var d=f.getFromId(r,c);if(s&amp;&amp;d.overlaying===s){a=h;break}}}return a||o}function A(t){var e=t.transforms;if(Array.isArray(e)&amp;&amp;e.length)for(var r=0;r&lt;e.length;r++){var n=e[r],i=n._module||m[n.type];if(i&amp;&amp;i.makesData)return!0}return!1}function M(t,e,r,n){for(var i=t.transforms,a=[t],o=0;o&lt;i.length;o++){var s=i[o],l=m[s.type];l&amp;&amp;l.transform&amp;&amp;(a=l.transform(a,{transform:s,fullTrace:t,fullData:e,layout:r,fullLayout:n,transformIndex:o}))}return a}function T(t){var e=t.margin;if(!t._size){var r=t._size={l:Math.round(e.l),r:Math.round(e.r),t:Math.round(e.t),b:Math.round(e.b),p:Math.round(e.pad)};r.w=Math.round(t.width)-r.l-r.r,r.h=Math.round(t.height)-r.t-r.b}t._pushmargin||(t._pushmargin={}),t._pushmarginIds||(t._pushmarginIds={})}function k(t,e,r){var n=!1;var i=[v.previousPromises,function(){if(t._transitionData)return t._transitioning=!1,function(t){var e=Promise.resolve();if(!t)return e;for(;t.length;)e=e.then(t.shift());return e}(t._transitionData._interruptCallbacks)},r.prepareFn,v.rehover,function(){return t.emit(&quot;plotly_transitioning&quot;,[]),new Promise(function(i){t._transitioning=!0,e.duration&gt;0&amp;&amp;(t._transitioningWithDuration=!0),t._transitionData._interruptCallbacks.push(function(){n=!0}),r.redraw&amp;&amp;t._transitionData._interruptCallbacks.push(function(){return a.call(&quot;redraw&quot;,t)}),t._transitionData._interruptCallbacks.push(function(){t.emit(&quot;plotly_transitioninterrupted&quot;,[])});var o=0,s=0;function l(){return o++,function(){var e;s++,n||s!==o||(e=i,t._transitionData&amp;&amp;(function(t){if(t)for(;t.length;)t.shift()}(t._transitionData._interruptCallbacks),Promise.resolve().then(function(){if(r.redraw)return a.call(&quot;redraw&quot;,t)}).then(function(){t._transitioning=!1,t._transitioningWithDuration=!1,t.emit(&quot;plotly_transitioned&quot;,[])}).then(e)))}}r.runFn(l),setTimeout(l())})}],o=l.syncOrAsync(i,t);return o&amp;&amp;o.then||(o=Promise.resolve()),o.then(function(){return t})}function E(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];n.clearCalc(),&quot;multicategory&quot;===n.type&amp;&amp;n.setupMultiCategory(e)}}v.supplyDefaults=function(t,e){var r=e&amp;&amp;e.skipUpdateCalc,i=t._fullLayout||{};if(i._skipDefaults)delete i._skipDefaults;else{var o,s=t._fullLayout={},u=t.layout||{},c=t._fullData||[],f=t._fullData=[],h=t.data||[],d=t.calcdata||[],m=t._context||{};t._transitionData||v.createTransitionData(t),s._dfltTitle={plot:g(t,&quot;Click to enter Plot title&quot;),x:g(t,&quot;Click to enter X axis title&quot;),y:g(t,&quot;Click to enter Y axis title&quot;),colorbar:g(t,&quot;Click to enter Colorscale title&quot;),annotation:g(t,&quot;new text&quot;)},s._traceWord=g(t,&quot;trace&quot;);var y=_(t,b);if(s._mapboxAccessToken=m.mapboxAccessToken,i._initialAutoSizeIsDone){var w=i.width,A=i.height;v.supplyLayoutGlobalDefaults(u,s,y),u.width||(s.width=w),u.height||(s.height=A),v.sanitizeMargins(s)}else{v.supplyLayoutGlobalDefaults(u,s,y);var M=!u.width||!u.height,k=s.autosize,E=m.autosizable;M&amp;&amp;(k||E)?v.plotAutoSize(t,u,s):M&amp;&amp;v.sanitizeMargins(s),!k&amp;&amp;M&amp;&amp;(u.width=s.width,u.height=s.height)}s._d3locale=function(t,e){return t.decimal=e.charAt(0),t.thousands=e.charAt(1),n.locale(t)}(y,s.separators),s._extraFormat=_(t,x),s._initialAutoSizeIsDone=!0,s._dataLength=h.length,s._modules=[],s._visibleModules=[],s._basePlotModules=[];var L=s._subplots=function(){var t,e,r=a.collectableSubplotTypes,n={};if(!r){r=[];var i=a.subplotsRegistry;for(var o in i){var s=i[o],u=s.attr;if(u&amp;&amp;(r.push(o),Array.isArray(u)))for(e=0;e&lt;u.length;e++)l.pushUnique(r,u[e])}}for(t=0;t&lt;r.length;t++)n[r[t]]=[];return n}(),S=s._splomAxes={x:{},y:{}},C=s._splomSubplots={};s._splomGridDflt={},s._scatterStackOpts={},s._firstScatter={},s._alignmentOpts={},s._requestRangeslider={},s._traceUids=function(t,e){var r,n,i=e.length,a=[];for(r=0;r&lt;t.length;r++){var o=t[r]._fullInput;o!==n&amp;&amp;a.push(o),n=o}var s=a.length,u=new Array(i),c={};function f(t,e){u[e]=t,c[t]=1}function h(t,e){if(t&amp;&amp;&quot;string&quot;==typeof t&amp;&amp;!c[t])return f(t,e),!0}for(r=0;r&lt;i;r++){var d=e[r].uid;&quot;number&quot;==typeof d&amp;&amp;(d=String(d)),h(d,r)||(r&lt;s&amp;&amp;h(a[r].uid,r)||f(l.randstr(c),r))}return u}(c,h),s._globalTransforms=(t._context||{}).globalTransforms,v.supplyDataDefaults(h,f,u,s);var O=Object.keys(S.x),R=Object.keys(S.y);if(O.length&gt;1&amp;&amp;R.length&gt;1){for(a.getComponentMethod(&quot;grid&quot;,&quot;sizeDefaults&quot;)(u,s),o=0;o&lt;O.length;o++)l.pushUnique(L.xaxis,O[o]);for(o=0;o&lt;R.length;o++)l.pushUnique(L.yaxis,R[o]);for(var P in C)l.pushUnique(L.cartesian,P)}if(s._has=v._hasPlotType.bind(s),c.length===f.length)for(o=0;o&lt;f.length;o++)p(f[o],c[o]);v.supplyLayoutModuleDefaults(u,s,f,t._transitionData);var z=s._visibleModules,I=[];for(o=0;o&lt;z.length;o++){var N=z[o].crossTraceDefaults;N&amp;&amp;l.pushUnique(I,N)}for(o=0;o&lt;I.length;o++)I[o](f,s);a.getComponentMethod(&quot;colorscale&quot;,&quot;crossTraceDefaults&quot;)(f,s),s._hasOnlyLargeSploms=1===s._basePlotModules.length&amp;&amp;&quot;splom&quot;===s._basePlotModules[0].name&amp;&amp;O.length&gt;15&amp;&amp;R.length&gt;15&amp;&amp;0===s.shapes.length&amp;&amp;0===s.images.length,s._hasCartesian=s._has(&quot;cartesian&quot;),s._hasGeo=s._has(&quot;geo&quot;),s._hasGL3D=s._has(&quot;gl3d&quot;),s._hasGL2D=s._has(&quot;gl2d&quot;),s._hasTernary=s._has(&quot;ternary&quot;),s._hasPie=s._has(&quot;pie&quot;),v.linkSubplots(f,s,c,i),v.cleanPlot(f,s,c,i),p(s,i),s._preGUI||(s._preGUI={}),s._tracePreGUI||(s._tracePreGUI={});var D,F=s._tracePreGUI,j={};for(D in F)j[D]=&quot;old&quot;;for(o=0;o&lt;f.length;o++)j[D=f[o]._fullInput.uid]||(F[D]={}),j[D]=&quot;new&quot;;for(D in j)&quot;old&quot;===j[D]&amp;&amp;delete F[D];T(s),a.getComponentMethod(&quot;rangeslider&quot;,&quot;makeData&quot;)(s),r||d.length!==f.length||v.supplyDefaultsUpdateCalc(d,f)}},v.supplyDefaultsUpdateCalc=function(t,e){for(var r=0;r&lt;e.length;r++){var n=e[r],i=(t[r]||[])[0];if(i&amp;&amp;i.trace){var a=i.trace;if(a._hasCalcTransform){var o,s,u,c=a._arrayAttrs;for(o=0;o&lt;c.length;o++)s=c[o],u=l.nestedProperty(a,s).get().slice(),l.nestedProperty(n,s).set(u)}i.trace=n}}},v.createTransitionData=function(t){t._transitionData||(t._transitionData={}),t._transitionData._frames||(t._transitionData._frames=[]),t._transitionData._frameHash||(t._transitionData._frameHash={}),t._transitionData._counter||(t._transitionData._counter=0),t._transitionData._interruptCallbacks||(t._transitionData._interruptCallbacks=[])},v._hasPlotType=function(t){var e,r=this._basePlotModules||[];for(e=0;e&lt;r.length;e++)if(r[e].name===t)return!0;var n=this._modules||[];for(e=0;e&lt;n.length;e++){var i=n[e].name;if(i===t)return!0;var o=a.modules[i];if(o&amp;&amp;o.categories[t])return!0}return!1},v.cleanPlot=function(t,e,r,n){var i,a,o=n._basePlotModules||[];for(i=0;i&lt;o.length;i++){var s=o[i];s.clean&amp;&amp;s.clean(t,e,r,n)}var l=n._has&amp;&amp;n._has(&quot;gl&quot;),u=e._has&amp;&amp;e._has(&quot;gl&quot;);l&amp;&amp;!u&amp;&amp;void 0!==n._glcontainer&amp;&amp;(n._glcontainer.selectAll(&quot;.gl-canvas&quot;).remove(),n._glcontainer.selectAll(&quot;.no-webgl&quot;).remove(),n._glcanvas=null);var c=!!n._infolayer;t:for(i=0;i&lt;r.length;i++){var f=r[i].uid;for(a=0;a&lt;t.length;a++){if(f===t[a].uid)continue t}c&amp;&amp;n._infolayer.select(&quot;.cb&quot;+f).remove()}n._zoomlayer&amp;&amp;n._zoomlayer.selectAll(&quot;.select-outline&quot;).remove()},v.linkSubplots=function(t,e,r,n){var i,a,o=n._plots||{},s=e._plots={},u=e._subplots,c={_fullData:t,_fullLayout:e},h=u.cartesian.concat(u.gl2d||[]);for(i=0;i&lt;h.length;i++){var d,p=h[i],g=o[p],v=f.getFromId(c,p,&quot;x&quot;),m=f.getFromId(c,p,&quot;y&quot;);for(g?d=s[p]=g:(d=s[p]={}).id=p,v._counterAxes.push(m._id),m._counterAxes.push(v._id),v._subplotsWith.push(p),m._subplotsWith.push(p),d.xaxis=v,d.yaxis=m,d._hasClipOnAxisFalse=!1,a=0;a&lt;t.length;a++){var y=t[a];if(y.xaxis===d.xaxis._id&amp;&amp;y.yaxis===d.yaxis._id&amp;&amp;!1===y.cliponaxis){d._hasClipOnAxisFalse=!0;break}}}var b,x=f.list(c,null,!0);for(i=0;i&lt;x.length;i++){var _=null;(b=x[i]).overlaying&amp;&amp;(_=f.getFromId(c,b.overlaying))&amp;&amp;_.overlaying&amp;&amp;(b.overlaying=!1,_=null),b._mainAxis=_||b,_&amp;&amp;(b.domain=_.domain.slice()),b._anchorAxis=&quot;free&quot;===b.anchor?null:f.getFromId(c,b.anchor)}for(i=0;i&lt;x.length;i++)(b=x[i])._counterAxes.sort(f.idSort),b._subplotsWith.sort(l.subplotSort),b._mainSubplot=w(b,e)},v.clearExpandedTraceDefaultColors=function(t){var e,r,n;for(r=[],(e=t._module._colorAttrs)||(t._module._colorAttrs=e=[],o.crawl(t._module.attributes,function(t,n,i,a){r[a]=n,r.length=a+1,&quot;color&quot;===t.valType&amp;&amp;void 0===t.dflt&amp;&amp;e.push(r.join(&quot;.&quot;))})),n=0;n&lt;e.length;n++){l.nestedProperty(t,&quot;_input.&quot;+e[n]).get()||l.nestedProperty(t,e[n]).set(null)}},v.supplyDataDefaults=function(t,e,r,n){var i,o,u,c=n._modules,f=n._visibleModules,h=n._basePlotModules,d=0,g=0;function m(t){e.push(t);var r=t._module;r&amp;&amp;(l.pushUnique(c,r),!0===t.visible&amp;&amp;l.pushUnique(f,r),l.pushUnique(h,t._module.basePlotModule),d++,!1!==t._input.visible&amp;&amp;g++)}n._transformModules=[];var y={},b=[],x=(r.template||{}).data||{},_=s.traceTemplater(x);for(i=0;i&lt;t.length;i++){if(u=t[i],(o=_.newTrace(u)).uid=n._traceUids[i],v.supplyTraceDefaults(u,o,g,n,i),o.index=i,o._input=u,o._expandedIndex=d,o.transforms&amp;&amp;o.transforms.length)for(var w=!1!==u.visible&amp;&amp;!1===o.visible,A=M(o,e,r,n),T=0;T&lt;A.length;T++){var k=A[T],E={_template:o._template,type:o.type,uid:o.uid+T};w&amp;&amp;!1===k.visible&amp;&amp;delete k.visible,v.supplyTraceDefaults(k,E,d,n,i),p(E,k),E.index=i,E._input=u,E._fullInput=o,E._expandedIndex=d,E._expandedInput=k,m(E)}else o._fullInput=o,o._expandedInput=o,m(o);a.traceIs(o,&quot;carpetAxis&quot;)&amp;&amp;(y[o.carpet]=o),a.traceIs(o,&quot;carpetDependent&quot;)&amp;&amp;b.push(i)}for(i=0;i&lt;b.length;i++)if((o=e[b[i]]).visible){var L=y[o.carpet];o._carpet=L,L&amp;&amp;L.visible?(o.xaxis=L.xaxis,o.yaxis=L.yaxis):o.visible=!1}},v.supplyAnimationDefaults=function(t){var e;t=t||{};var r={};function n(e,n){return l.coerce(t||{},r,h,e,n)}if(n(&quot;mode&quot;),n(&quot;direction&quot;),n(&quot;fromcurrent&quot;),Array.isArray(t.frame))for(r.frame=[],e=0;e&lt;t.frame.length;e++)r.frame[e]=v.supplyAnimationFrameDefaults(t.frame[e]||{});else r.frame=v.supplyAnimationFrameDefaults(t.frame||{});if(Array.isArray(t.transition))for(r.transition=[],e=0;e&lt;t.transition.length;e++)r.transition[e]=v.supplyAnimationTransitionDefaults(t.transition[e]||{});else r.transition=v.supplyAnimationTransitionDefaults(t.transition||{});return r},v.supplyAnimationFrameDefaults=function(t){var e={};function r(r,n){return l.coerce(t||{},e,h.frame,r,n)}return r(&quot;duration&quot;),r(&quot;redraw&quot;),e},v.supplyAnimationTransitionDefaults=function(t){var e={};function r(r,n){return l.coerce(t||{},e,h.transition,r,n)}return r(&quot;duration&quot;),r(&quot;easing&quot;),e},v.supplyFrameDefaults=function(t){var e={};function r(r,n){return l.coerce(t,e,d,r,n)}return r(&quot;group&quot;),r(&quot;name&quot;),r(&quot;traces&quot;),r(&quot;baseframe&quot;),r(&quot;data&quot;),r(&quot;layout&quot;),e},v.supplyTraceDefaults=function(t,e,r,n,i){var o,s=n.colorway||u.defaults,c=s[r%s.length];function f(r,n){return l.coerce(t,e,v.attributes,r,n)}var h=f(&quot;visible&quot;);f(&quot;type&quot;),f(&quot;name&quot;,n._traceWord+&quot; &quot;+i),f(&quot;uirevision&quot;,n.uirevision);var d,p,g,m=v.getModule(e);if(e._module=m,m){var y=m.basePlotModule,b=y.attr,x=y.attributes;if(b&amp;&amp;x){var _=n._subplots,w=&quot;&quot;;if(&quot;gl2d&quot;!==y.name||h){if(Array.isArray(b))for(o=0;o&lt;b.length;o++){var A=b[o],M=l.coerce(t,e,x,A);_[A]&amp;&amp;l.pushUnique(_[A],M),w+=M}else w=l.coerce(t,e,x,b);_[y.name]&amp;&amp;l.pushUnique(_[y.name],w)}}}return h&amp;&amp;(f(&quot;customdata&quot;),f(&quot;ids&quot;),a.traceIs(e,&quot;showLegend&quot;)?(e._dfltShowLegend=!0,f(&quot;showlegend&quot;),f(&quot;legendgroup&quot;)):e._dfltShowLegend=!1,d=&quot;hoverlabel&quot;,p=&quot;&quot;,g=function(){a.getComponentMethod(&quot;fx&quot;,&quot;supplyDefaults&quot;)(t,e,c,n)},m&amp;&amp;d in m.attributes&amp;&amp;void 0===m.attributes[d]||(g&amp;&amp;&quot;function&quot;==typeof g?g():f(d,p)),m&amp;&amp;(m.supplyDefaults(t,e,c,n),e.hovertemplate||l.coerceHoverinfo(t,e,n)),a.traceIs(e,&quot;noOpacity&quot;)||f(&quot;opacity&quot;),a.traceIs(e,&quot;notLegendIsolatable&quot;)&amp;&amp;(e.visible=!!e.visible),m&amp;&amp;m.selectPoints&amp;&amp;f(&quot;selectedpoints&quot;),v.supplyTransformDefaults(t,e,n)),e},v.hasMakesDataTransform=A,v.supplyTransformDefaults=function(t,e,r){if(e._length||A(t)){var n=r._globalTransforms||[],i=r._transformModules||[];if(Array.isArray(t.transforms)||0!==n.length)for(var a=t.transforms||[],o=n.concat(a),s=e.transforms=[],u=0;u&lt;o.length;u++){var c,f=o[u],h=f.type,d=m[h],p=!(f._module&amp;&amp;f._module===d),g=d&amp;&amp;&quot;function&quot;==typeof d.transform;d||l.warn(&quot;Unrecognized transform type &quot;+h+&quot;.&quot;),d&amp;&amp;d.supplyDefaults&amp;&amp;(p||g)?((c=d.supplyDefaults(f,e,r,t)).type=h,c._module=d,l.pushUnique(i,d)):c=l.extendFlat({},f),s.push(c)}}},v.supplyLayoutGlobalDefaults=function(t,e,r){function n(r,n){return l.coerce(t,e,v.layoutAttributes,r,n)}var i=t.template;l.isPlainObject(i)&amp;&amp;(e.template=i,e._template=i.layout,e._dataTemplate=i.data);var o=l.coerceFont(n,&quot;font&quot;);n(&quot;title.text&quot;,e._dfltTitle.plot),l.coerceFont(n,&quot;title.font&quot;,{family:o.family,size:Math.round(1.4*o.size),color:o.color}),n(&quot;title.xref&quot;),n(&quot;title.yref&quot;),n(&quot;title.x&quot;),n(&quot;title.y&quot;),n(&quot;title.xanchor&quot;),n(&quot;title.yanchor&quot;),n(&quot;title.pad.t&quot;),n(&quot;title.pad.r&quot;),n(&quot;title.pad.b&quot;),n(&quot;title.pad.l&quot;),n(&quot;autosize&quot;,!(t.width&amp;&amp;t.height)),n(&quot;width&quot;),n(&quot;height&quot;),n(&quot;margin.l&quot;),n(&quot;margin.r&quot;),n(&quot;margin.t&quot;),n(&quot;margin.b&quot;),n(&quot;margin.pad&quot;),n(&quot;margin.autoexpand&quot;),t.width&amp;&amp;t.height&amp;&amp;v.sanitizeMargins(e),a.getComponentMethod(&quot;grid&quot;,&quot;sizeDefaults&quot;)(t,e),n(&quot;paper_bgcolor&quot;),n(&quot;separators&quot;,r.decimal+r.thousands),n(&quot;hidesources&quot;),n(&quot;colorway&quot;),n(&quot;datarevision&quot;);var s=n(&quot;uirevision&quot;);n(&quot;editrevision&quot;,s),n(&quot;selectionrevision&quot;,s),n(&quot;modebar.orientation&quot;),n(&quot;modebar.bgcolor&quot;,u.addOpacity(e.paper_bgcolor,.5));var c=u.contrast(u.rgb(e.modebar.bgcolor));n(&quot;modebar.color&quot;,u.addOpacity(c,.3)),n(&quot;modebar.activecolor&quot;,u.addOpacity(c,.7)),n(&quot;modebar.uirevision&quot;,s),n(&quot;meta&quot;),l.isPlainObject(t.transition)&amp;&amp;(n(&quot;transition.duration&quot;),n(&quot;transition.easing&quot;),n(&quot;transition.ordering&quot;)),a.getComponentMethod(&quot;calendars&quot;,&quot;handleDefaults&quot;)(t,e,&quot;calendar&quot;),a.getComponentMethod(&quot;fx&quot;,&quot;supplyLayoutGlobalDefaults&quot;)(t,e,n)},v.plotAutoSize=function(t,e,r){var n,a,o=t._context||{},s=o.frameMargins,u=l.isPlotDiv(t);if(u&amp;&amp;t.emit(&quot;plotly_autosize&quot;),o.fillFrame)n=window.innerWidth,a=window.innerHeight,document.body.style.overflow=&quot;hidden&quot;;else{var c=u?window.getComputedStyle(t):{};if(n=parseFloat(c.width)||parseFloat(c.maxWidth)||r.width,a=parseFloat(c.height)||parseFloat(c.maxHeight)||r.height,i(s)&amp;&amp;s&gt;0){var f=1-2*s;n=Math.round(f*n),a=Math.round(f*a)}}var h=v.layoutAttributes.width.min,d=v.layoutAttributes.height.min;n&lt;h&amp;&amp;(n=h),a&lt;d&amp;&amp;(a=d);var p=!e.width&amp;&amp;Math.abs(r.width-n)&gt;1,g=!e.height&amp;&amp;Math.abs(r.height-a)&gt;1;(g||p)&amp;&amp;(p&amp;&amp;(r.width=n),g&amp;&amp;(r.height=a)),t._initialAutoSize||(t._initialAutoSize={width:n,height:a}),v.sanitizeMargins(r)},v.supplyLayoutModuleDefaults=function(t,e,r,n){var i,o,s,u=a.componentsRegistry,c=e._basePlotModules,f=a.subplotsRegistry.cartesian;for(i in u)(s=u[i]).includeBasePlot&amp;&amp;s.includeBasePlot(t,e);for(var h in c.length||c.push(f),e._has(&quot;cartesian&quot;)&amp;&amp;(a.getComponentMethod(&quot;grid&quot;,&quot;contentDefaults&quot;)(t,e),f.finalizeSubplots(t,e)),e._subplots)e._subplots[h].sort(l.subplotSort);for(o=0;o&lt;c.length;o++)(s=c[o]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r);var d=e._modules;for(o=0;o&lt;d.length;o++)(s=d[o]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r);var p=e._transformModules;for(o=0;o&lt;p.length;o++)(s=p[o]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r,n);for(i in u)(s=u[i]).supplyLayoutDefaults&amp;&amp;s.supplyLayoutDefaults(t,e,r)},v.purge=function(t){var e=t._fullLayout||{};void 0!==e._glcontainer&amp;&amp;(e._glcontainer.selectAll(&quot;.gl-canvas&quot;).remove(),e._glcontainer.remove(),e._glcanvas=null),void 0!==e._geocontainer&amp;&amp;e._geocontainer.remove(),e._modeBar&amp;&amp;e._modeBar.destroy(),t._transitionData&amp;&amp;(t._transitionData._interruptCallbacks&amp;&amp;(t._transitionData._interruptCallbacks.length=0),t._transitionData._animationRaf&amp;&amp;window.cancelAnimationFrame(t._transitionData._animationRaf)),l.clearThrottle(),l.clearResponsive(t),delete t.data,delete t.layout,delete t._fullData,delete t._fullLayout,delete t.calcdata,delete t.framework,delete t.empty,delete t.fid,delete t.undoqueue,delete t.undonum,delete t.autoplay,delete t.changed,delete t._promises,delete t._redrawTimer,delete t._hmlumcount,delete t._hmpixcount,delete t._transitionData,delete t._transitioning,delete t._initialAutoSize,delete t._transitioningWithDuration,delete t._dragging,delete t._dragged,delete t._hoverdata,delete t._snapshotInProgress,delete t._editing,delete t._replotPending,delete t._mouseDownTime,delete t._legendMouseDownTime,t.removeAllListeners&amp;&amp;t.removeAllListeners()},v.style=function(t){var e,r=t._fullLayout._visibleModules,n=[];for(e=0;e&lt;r.length;e++){var i=r[e];i.style&amp;&amp;l.pushUnique(n,i.style)}for(e=0;e&lt;n.length;e++)n[e](t)},v.sanitizeMargins=function(t){if(t&amp;&amp;t.margin){var e,r=t.width,n=t.height,i=t.margin,a=r-(i.l+i.r),o=n-(i.t+i.b);a&lt;0&amp;&amp;(e=(r-1)/(i.l+i.r),i.l=Math.floor(e*i.l),i.r=Math.floor(e*i.r)),o&lt;0&amp;&amp;(e=(n-1)/(i.t+i.b),i.t=Math.floor(e*i.t),i.b=Math.floor(e*i.b))}},v.clearAutoMarginIds=function(t){t._fullLayout._pushmarginIds={}},v.allowAutoMargin=function(t,e){t._fullLayout._pushmarginIds[e]=1},v.autoMargin=function(t,e,r){var n=t._fullLayout,i=n._pushmargin,a=n._pushmarginIds;if(!1!==n.margin.autoexpand){if(r){var o=r.pad;if(void 0===o){var s=n.margin;o=Math.min(12,s.l,s.r,s.t,s.b)}r.l+r.r&gt;.5*n.width&amp;&amp;(r.l=r.r=0),r.b+r.t&gt;.5*n.height&amp;&amp;(r.b=r.t=0);var l=void 0!==r.xl?r.xl:r.x,u=void 0!==r.xr?r.xr:r.x,c=void 0!==r.yt?r.yt:r.y,f=void 0!==r.yb?r.yb:r.y;i[e]={l:{val:l,size:r.l+o},r:{val:u,size:r.r+o},b:{val:f,size:r.b+o},t:{val:c,size:r.t+o}},a[e]=1}else delete i[e],delete a[e];n._replotting||v.doAutoMargin(t)}},v.doAutoMargin=function(t){var e=t._fullLayout;e._size||(e._size={}),T(e);var r=e._size,n=JSON.stringify(r),o=e.margin,s=o.l,l=o.r,u=o.t,c=o.b,f=e.width,h=e.height,d=e._pushmargin,p=e._pushmarginIds;if(!1!==e.margin.autoexpand){for(var g in d)p[g]||delete d[g];for(var v in d.base={l:{val:0,size:s},r:{val:1,size:l},t:{val:1,size:u},b:{val:0,size:c}},d){var m=d[v].l||{},y=d[v].b||{},b=m.val,x=m.size,_=y.val,w=y.size;for(var A in d){if(i(x)&amp;&amp;d[A].r){var M=d[A].r.val,k=d[A].r.size;if(M&gt;b){var E=(x*M+(k-f)*b)/(M-b),L=(k*(1-b)+(x-f)*(1-M))/(M-b);E&gt;=0&amp;&amp;L&gt;=0&amp;&amp;f-(E+L)&gt;0&amp;&amp;E+L&gt;s+l&amp;&amp;(s=E,l=L)}}if(i(w)&amp;&amp;d[A].t){var S=d[A].t.val,C=d[A].t.size;if(S&gt;_){var O=(w*S+(C-h)*_)/(S-_),R=(C*(1-_)+(w-h)*(1-S))/(S-_);O&gt;=0&amp;&amp;R&gt;=0&amp;&amp;h-(R+O)&gt;0&amp;&amp;O+R&gt;c+u&amp;&amp;(c=O,u=R)}}}}}if(r.l=Math.round(s),r.r=Math.round(l),r.t=Math.round(u),r.b=Math.round(c),r.p=Math.round(o.pad),r.w=Math.round(f)-r.l-r.r,r.h=Math.round(h)-r.t-r.b,!e._replotting&amp;&amp;&quot;{}&quot;!==n&amp;&amp;n!==JSON.stringify(e._size))return&quot;_redrawFromAutoMarginCount&quot;in e?e._redrawFromAutoMarginCount++:e._redrawFromAutoMarginCount=1,a.call(&quot;plot&quot;,t)},v.graphJson=function(t,e,r,n,i){(i&amp;&amp;e&amp;&amp;!t._fullData||i&amp;&amp;!e&amp;&amp;!t._fullLayout)&amp;&amp;v.supplyDefaults(t);var a=i?t._fullData:t.data,o=i?t._fullLayout:t.layout,s=(t._transitionData||{})._frames;function u(t){if(&quot;function&quot;==typeof t)return null;if(l.isPlainObject(t)){var e,n,i={};for(e in t)if(&quot;function&quot;!=typeof t[e]&amp;&amp;-1===[&quot;_&quot;,&quot;[&quot;].indexOf(e.charAt(0))){if(&quot;keepdata&quot;===r){if(&quot;src&quot;===e.substr(e.length-3))continue}else if(&quot;keepstream&quot;===r){if(&quot;string&quot;==typeof(n=t[e+&quot;src&quot;])&amp;&amp;n.indexOf(&quot;:&quot;)&gt;0&amp;&amp;!l.isPlainObject(t.stream))continue}else if(&quot;keepall&quot;!==r&amp;&amp;&quot;string&quot;==typeof(n=t[e+&quot;src&quot;])&amp;&amp;n.indexOf(&quot;:&quot;)&gt;0)continue;i[e]=u(t[e])}return i}return Array.isArray(t)?t.map(u):l.isTypedArray(t)?l.simpleMap(t,l.identity):l.isJSDate(t)?l.ms2DateTimeLocal(+t):t}var c={data:(a||[]).map(function(t){var r=u(t);return e&amp;&amp;delete r.fit,r})};return e||(c.layout=u(o)),t.framework&amp;&amp;t.framework.isPolar&amp;&amp;(c=t.framework.getConfig()),s&amp;&amp;(c.frames=u(s)),&quot;object&quot;===n?c:JSON.stringify(c)},v.modifyFrames=function(t,e){var r,n,i,a=t._transitionData._frames,o=t._transitionData._frameHash;for(r=0;r&lt;e.length;r++)switch((n=e[r]).type){case&quot;replace&quot;:i=n.value;var s=(a[n.index]||{}).name,l=i.name;a[n.index]=o[l]=i,l!==s&amp;&amp;(delete o[s],o[l]=i);break;case&quot;insert&quot;:o[(i=n.value).name]=i,a.splice(n.index,0,i);break;case&quot;delete&quot;:delete o[(i=a[n.index]).name],a.splice(n.index,1)}return Promise.resolve()},v.computeFrame=function(t,e){var r,n,i,a,o=t._transitionData._frameHash;if(!e)throw new Error(&quot;computeFrame must be given a string frame name&quot;);var s=o[e.toString()];if(!s)return!1;for(var l=[s],u=[s.name];s.baseframe&amp;&amp;(s=o[s.baseframe.toString()])&amp;&amp;-1===u.indexOf(s.name);)l.push(s),u.push(s.name);for(var c={};s=l.pop();)if(s.layout&amp;&amp;(c.layout=v.extendLayout(c.layout,s.layout)),s.data){if(c.data||(c.data=[]),!(n=s.traces))for(n=[],r=0;r&lt;s.data.length;r++)n[r]=r;for(c.traces||(c.traces=[]),r=0;r&lt;s.data.length;r++)null!=(i=n[r])&amp;&amp;(-1===(a=c.traces.indexOf(i))&amp;&amp;(a=c.data.length,c.traces[a]=i),c.data[a]=v.extendTrace(c.data[a],s.data[r]))}return c},v.recomputeFrameHash=function(t){for(var e=t._transitionData._frameHash={},r=t._transitionData._frames,n=0;n&lt;r.length;n++){var i=r[n];i&amp;&amp;i.name&amp;&amp;(e[i.name]=i)}},v.extendObjectWithContainers=function(t,e,r){var n,i,a,o,s,u,c,f=l.extendDeepNoArrays({},e||{}),h=l.expandObjectPaths(f),d={};if(r&amp;&amp;r.length)for(a=0;a&lt;r.length;a++)void 0===(i=(n=l.nestedProperty(h,r[a])).get())?l.nestedProperty(d,r[a]).set(null):(n.set(null),l.nestedProperty(d,r[a]).set(i));if(t=l.extendDeepNoArrays(t||{},h),r&amp;&amp;r.length)for(a=0;a&lt;r.length;a++)if(u=l.nestedProperty(d,r[a]).get()){for(c=(s=l.nestedProperty(t,r[a])).get(),Array.isArray(c)||(c=[],s.set(c)),o=0;o&lt;u.length;o++){var p=u[o];c[o]=null===p?null:v.extendObjectWithContainers(c[o],p)}s.set(c)}return t},v.dataArrayContainers=[&quot;transforms&quot;,&quot;dimensions&quot;],v.layoutArrayContainers=a.layoutArrayContainers,v.extendTrace=function(t,e){return v.extendObjectWithContainers(t,e,v.dataArrayContainers)},v.extendLayout=function(t,e){return v.extendObjectWithContainers(t,e,v.layoutArrayContainers)},v.transition=function(t,e,r,n,i,a){var o={redraw:i.redraw},s=[],u=[];return o.prepareFn=function(){for(var i=Array.isArray(e)?e.length:0,a=n.slice(0,i),o=0;o&lt;a.length;o++){var c=a[o],f=t._fullData[c]._module;f&amp;&amp;(f.animatable&amp;&amp;s.push(c),t.data[a[o]]=v.extendTrace(t.data[a[o]],e[o]))}var h=l.expandObjectPaths(l.extendDeepNoArrays({},r)),d=/^[xy]axis[0-9]*$/;for(var p in h)d.test(p)&amp;&amp;delete h[p].range;v.extendLayout(t.layout,h),delete t.calcdata,v.supplyDefaults(t),v.doCalcdata(t);var g=l.expandObjectPaths(r);if(g){var m=t._fullLayout._plots;for(var y in m){var b,x,_,w,A=m[y],M=A.xaxis,T=A.yaxis,k=M.range.slice(),E=T.range.slice();Array.isArray(g[M._name+&quot;.range&quot;])?b=g[M._name+&quot;.range&quot;].slice():Array.isArray((g[M._name]||{}).range)&amp;&amp;(b=g[M._name].range.slice()),Array.isArray(g[T._name+&quot;.range&quot;])?x=g[T._name+&quot;.range&quot;].slice():Array.isArray((g[T._name]||{}).range)&amp;&amp;(x=g[T._name].range.slice()),k&amp;&amp;b&amp;&amp;(k[0]!==b[0]||k[1]!==b[1])&amp;&amp;(_={xr0:k,xr1:b}),E&amp;&amp;x&amp;&amp;(E[0]!==x[0]||E[1]!==x[1])&amp;&amp;(w={yr0:E,yr1:x}),(_||w)&amp;&amp;u.push(l.extendFlat({plotinfo:A},_,w))}}return Promise.resolve()},o.runFn=function(e){var n,i,o=t._fullLayout._basePlotModules,c=u.length;if(r)for(i=0;i&lt;o.length;i++)o[i].transitionAxes&amp;&amp;o[i].transitionAxes(t,u,a,e);for(c?((n=l.extendFlat({},a)).duration=0,s=null):n=a,i=0;i&lt;o.length;i++)o[i].plot(t,s,n,e)},k(t,a,o)},v.transitionFromReact=function(t,e,r,n){var i=t._fullLayout,a=i.transition,o={},s=[];return o.prepareFn=function(){var t=i._plots;for(var a in o.redraw=!1,&quot;some&quot;===e.anim&amp;&amp;(o.redraw=!0),&quot;some&quot;===r.anim&amp;&amp;(o.redraw=!0),t){var u,c,f=t[a],h=f.xaxis,d=f.yaxis,p=n[h._name].range.slice(),g=n[d._name].range.slice(),v=h.range.slice(),m=d.range.slice();h.setScale(),d.setScale(),p[0]===v[0]&amp;&amp;p[1]===v[1]||(u={xr0:p,xr1:v}),g[0]===m[0]&amp;&amp;g[1]===m[1]||(c={yr0:g,yr1:m}),(u||c)&amp;&amp;s.push(l.extendFlat({plotinfo:f},u,c))}return Promise.resolve()},o.runFn=function(r){for(var n,i,o,u=t._fullData,c=t._fullLayout._basePlotModules,f=[],h=0;h&lt;u.length;h++)f.push(h);function d(){for(var e=0;e&lt;c.length;e++)c[e].transitionAxes&amp;&amp;c[e].transitionAxes(t,s,n,r)}function p(){for(var e=0;e&lt;c.length;e++)c[e].plot(t,o,i,r)}s.length&amp;&amp;e.anim?&quot;traces first&quot;===a.ordering?(n=l.extendFlat({},a,{duration:0}),o=f,i=a,p(),setTimeout(d,a.duration)):(n=a,o=null,i=l.extendFlat({},a,{duration:0}),d(),p()):s.length?(n=a,d()):e.anim&amp;&amp;(o=f,i=a,p())},k(t,a,o)},v.doCalcdata=function(t,e){var r,n,i,s,u=f.list(t),h=t._fullData,d=t._fullLayout,p=new Array(h.length),g=(t.calcdata||[]).slice(0);for(t.calcdata=p,d._numBoxes=0,d._numViolins=0,d._violinScaleGroupStats={},t._hmpixcount=0,t._hmlumcount=0,d._piecolormap={},d._sunburstcolormap={},i=0;i&lt;h.length;i++)Array.isArray(e)&amp;&amp;-1===e.indexOf(i)&amp;&amp;(p[i]=g[i]);for(i=0;i&lt;h.length;i++)(r=h[i])._arrayAttrs=o.findArrayAttributes(r),r._extremes={};var v=d._subplots.polar||[];for(i=0;i&lt;v.length;i++)u.push(d[v[i]].radialaxis,d[v[i]].angularaxis);E(u,h);var y=!1;for(i=0;i&lt;h.length;i++)if(!0===(r=h[i]).visible&amp;&amp;r.transforms){if((n=r._module)&amp;&amp;n.calc){var b=n.calc(t,r);b[0]&amp;&amp;b[0].t&amp;&amp;b[0].t._scene&amp;&amp;delete b[0].t._scene.dirty}for(s=0;s&lt;r.transforms.length;s++){var x=r.transforms[s];(n=m[x.type])&amp;&amp;n.calcTransform&amp;&amp;(r._hasCalcTransform=!0,y=!0,n.calcTransform(t,r,x))}}function _(e,i){if(r=h[e],!!(n=r._module).isContainer===i){var a=[];if(!0===r.visible){delete r._indexToPoints;var o=r.transforms||[];for(s=o.length-1;s&gt;=0;s--)if(o[s].enabled){r._indexToPoints=o[s]._indexToPoints;break}n&amp;&amp;n.calc&amp;&amp;(a=n.calc(t,r))}Array.isArray(a)&amp;&amp;a[0]||(a=[{x:c,y:c}]),a[0].t||(a[0].t={}),a[0].trace=r,p[e]=a}}for(y&amp;&amp;E(u,h),i=0;i&lt;h.length;i++)_(i,!0);for(i=0;i&lt;h.length;i++)_(i,!1);!function(t){var e,r,n,i=t._fullLayout,a=i._visibleModules,o={};for(r=0;r&lt;a.length;r++){var s=a[r],u=s.crossTraceCalc;if(u){var c=s.basePlotModule.name;o[c]?l.pushUnique(o[c],u):o[c]=[u]}}for(n in o){var f=o[n],h=i._subplots[n];if(Array.isArray(h))for(e=0;e&lt;h.length;e++){var d=h[e],p=&quot;cartesian&quot;===n?i._plots[d]:i[d];for(r=0;r&lt;f.length;r++)f[r](t,p,d)}else for(r=0;r&lt;f.length;r++)f[r](t)}}(t),a.getComponentMethod(&quot;fx&quot;,&quot;calc&quot;)(t),a.getComponentMethod(&quot;errorbars&quot;,&quot;calc&quot;)(t)},v.rehover=function(t){t._fullLayout._rehover&amp;&amp;t._fullLayout._rehover()},v.generalUpdatePerTraceModule=function(t,e,r,n){var i,a=e.traceHash,o={};for(i=0;i&lt;r.length;i++){var s=r[i],u=s[0].trace;u.visible&amp;&amp;(o[u.type]=o[u.type]||[],o[u.type].push(s))}for(var c in a)if(!o[c]){var f=a[c][0];f[0].trace.visible=!1,o[c]=[f]}for(var h in o){var d=o[h];d[0][0].trace._module.plot(t,e,l.filterVisible(d),n)}e.traceHash=o}},{&quot;../components/color&quot;:376,&quot;../constants/numerical&quot;:475,&quot;../lib&quot;:495,&quot;../plot_api/plot_schema&quot;:530,&quot;../plot_api/plot_template&quot;:531,&quot;../plots/cartesian/axis_ids&quot;:544,&quot;../registry&quot;:592,&quot;./animation_attributes&quot;:536,&quot;./attributes&quot;:538,&quot;./command&quot;:565,&quot;./font_attributes&quot;:567,&quot;./frame_attributes&quot;:568,&quot;./layout_attributes&quot;:582,d3:81,&quot;fast-isnumeric&quot;:90}],585:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../traces/scatter/attributes&quot;),i=n.marker,a=t(&quot;../../../lib/extend&quot;).extendFlat;[&quot;Area traces are deprecated!&quot;,&quot;Please switch to the *barpolar* trace type.&quot;].join(&quot; &quot;);e.exports={r:a({},n.r,{}),t:a({},n.t,{}),marker:{color:a({},i.color,{}),size:a({},i.size,{}),symbol:a({},i.symbol,{}),opacity:a({},i.opacity,{}),editType:&quot;calc&quot;}}},{&quot;../../../lib/extend&quot;:488,&quot;../../../traces/scatter/attributes&quot;:616}],586:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../cartesian/layout_attributes&quot;),i=t(&quot;../../../lib/extend&quot;).extendFlat,a=t(&quot;../../../plot_api/edit_types&quot;).overrideAll,o=[&quot;Legacy polar charts are deprecated!&quot;,&quot;Please switch to *polar* subplots.&quot;].join(&quot; &quot;),s=i({},n.domain,{});function l(t,e){return i({},e,{showline:{valType:&quot;boolean&quot;},showticklabels:{valType:&quot;boolean&quot;},tickorientation:{valType:&quot;enumerated&quot;,values:[&quot;horizontal&quot;,&quot;vertical&quot;]},ticklen:{valType:&quot;number&quot;,min:0},tickcolor:{valType:&quot;color&quot;},ticksuffix:{valType:&quot;string&quot;},endpadding:{valType:&quot;number&quot;,description:o},visible:{valType:&quot;boolean&quot;}})}e.exports=a({radialaxis:l(0,{range:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;},{valType:&quot;number&quot;}]},domain:s,orientation:{valType:&quot;number&quot;}}),angularaxis:l(0,{range:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;,dflt:0},{valType:&quot;number&quot;,dflt:360}]},domain:s}),layout:{direction:{valType:&quot;enumerated&quot;,values:[&quot;clockwise&quot;,&quot;counterclockwise&quot;]},orientation:{valType:&quot;angle&quot;}}},&quot;plot&quot;,&quot;nested&quot;)},{&quot;../../../lib/extend&quot;:488,&quot;../../../plot_api/edit_types&quot;:524,&quot;../../cartesian/layout_attributes&quot;:553}],587:[function(t,e,r){&quot;use strict&quot;;(e.exports=t(&quot;./micropolar&quot;)).manager=t(&quot;./micropolar_manager&quot;)},{&quot;./micropolar&quot;:588,&quot;./micropolar_manager&quot;:589}],588:[function(t,e,r){var n=t(&quot;d3&quot;),i=t(&quot;../../../lib&quot;).extendDeepAll,a=t(&quot;../../../constants/alignment&quot;).MID_SHIFT,o=e.exports={version:&quot;0.2.2&quot;};o.Axis=function(){var t,e,r,s,l={data:[],layout:{}},u={},c={},f=n.dispatch(&quot;hover&quot;),h={};return h.render=function(u){return function(u){e=u||e;var f=l.data,h=l.layout;(&quot;string&quot;==typeof e||e.nodeName)&amp;&amp;(e=n.select(e)),e.datum(f).each(function(e,l){var u=e.slice();c={data:o.util.cloneJson(u),layout:o.util.cloneJson(h)};var f=0;u.forEach(function(t,e){t.color||(t.color=h.defaultColorRange[f],f=(f+1)%h.defaultColorRange.length),t.strokeColor||(t.strokeColor=&quot;LinePlot&quot;===t.geometry?t.color:n.rgb(t.color).darker().toString()),c.data[e].color=t.color,c.data[e].strokeColor=t.strokeColor,c.data[e].strokeDash=t.strokeDash,c.data[e].strokeSize=t.strokeSize});var d=u.filter(function(t,e){var r=t.visible;return&quot;undefined&quot;==typeof r||!0===r}),p=!1,g=d.map(function(t,e){return p=p||&quot;undefined&quot;!=typeof t.groupId,t});if(p){var v=n.nest().key(function(t,e){return&quot;undefined&quot;!=typeof t.groupId?t.groupId:&quot;unstacked&quot;}).entries(g),m=[],y=v.map(function(t,e){if(&quot;unstacked&quot;===t.key)return t.values;var r=t.values[0].r.map(function(t,e){return 0});return t.values.forEach(function(t,e,n){t.yStack=[r],m.push(r),r=o.util.sumArrays(t.r,r)}),t.values});d=n.merge(y)}d.forEach(function(t,e){t.t=Array.isArray(t.t[0])?t.t:[t.t],t.r=Array.isArray(t.r[0])?t.r:[t.r]});var b=Math.min(h.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2;b=Math.max(10,b);var x,_=[h.margin.left+b,h.margin.top+b];x=p?[0,n.max(o.util.sumArrays(o.util.arrayLast(d).r[0],o.util.arrayLast(m)))]:n.extent(o.util.flattenArray(d.map(function(t,e){return t.r}))),h.radialAxis.domain!=o.DATAEXTENT&amp;&amp;(x[0]=0),r=n.scale.linear().domain(h.radialAxis.domain!=o.DATAEXTENT&amp;&amp;h.radialAxis.domain?h.radialAxis.domain:x).range([0,b]),c.layout.radialAxis.domain=r.domain();var w,A=o.util.flattenArray(d.map(function(t,e){return t.t})),M=&quot;string&quot;==typeof A[0];M&amp;&amp;(A=o.util.deduplicate(A),w=A.slice(),A=n.range(A.length),d=d.map(function(t,e){var r=t;return t.t=[A],p&amp;&amp;(r.yStack=t.yStack),r}));var T=d.filter(function(t,e){return&quot;LinePlot&quot;===t.geometry||&quot;DotPlot&quot;===t.geometry}).length===d.length,k=null===h.needsEndSpacing?M||!T:h.needsEndSpacing,E=h.angularAxis.domain&amp;&amp;h.angularAxis.domain!=o.DATAEXTENT&amp;&amp;!M&amp;&amp;h.angularAxis.domain[0]&gt;=0?h.angularAxis.domain:n.extent(A),L=Math.abs(A[1]-A[0]);T&amp;&amp;!M&amp;&amp;(L=0);var S=E.slice();k&amp;&amp;M&amp;&amp;(S[1]+=L);var C=h.angularAxis.ticksCount||4;C&gt;8&amp;&amp;(C=C/(C/8)+C%8),h.angularAxis.ticksStep&amp;&amp;(C=(S[1]-S[0])/C);var O=h.angularAxis.ticksStep||(S[1]-S[0])/(C*(h.minorTicks+1));w&amp;&amp;(O=Math.max(Math.round(O),1)),S[2]||(S[2]=O);var R=n.range.apply(this,S);if(R=R.map(function(t,e){return parseFloat(t.toPrecision(12))}),s=n.scale.linear().domain(S.slice(0,2)).range(&quot;clockwise&quot;===h.direction?[0,360]:[360,0]),c.layout.angularAxis.domain=s.domain(),c.layout.angularAxis.endPadding=k?L:0,&quot;undefined&quot;==typeof(t=n.select(this).select(&quot;svg.chart-root&quot;))||t.empty()){var P=(new DOMParser).parseFromString(&quot;&lt;svg xmlns=&#x27;http://www.w3.org/2000/svg&#x27; class=&#x27;chart-root&#x27;&gt;&#x27; + &#x27;&lt;g class=&#x27;outer-group&#x27;&gt;&#x27; + &#x27;&lt;g class=&#x27;chart-group&#x27;&gt;&#x27; + &#x27;&lt;circle class=&#x27;background-circle&#x27;&gt;&lt;/circle&gt;&#x27; + &#x27;&lt;g class=&#x27;geometry-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;radial axis-group&#x27;&gt;&#x27; + &#x27;&lt;circle class=&#x27;outside-circle&#x27;&gt;&lt;/circle&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;angular axis-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;guides-group&#x27;&gt;&lt;line&gt;&lt;/line&gt;&lt;circle r=&#x27;0&#x27;&gt;&lt;/circle&gt;&lt;/g&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;legend-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;tooltips-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;title-group&#x27;&gt;&lt;text&gt;&lt;/text&gt;&lt;/g&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;/svg&gt;&quot;,&quot;application/xml&quot;),z=this.appendChild(this.ownerDocument.importNode(P.documentElement,!0));t=n.select(z)}t.select(&quot;.guides-group&quot;).style({&quot;pointer-events&quot;:&quot;none&quot;}),t.select(&quot;.angular.axis-group&quot;).style({&quot;pointer-events&quot;:&quot;none&quot;}),t.select(&quot;.radial.axis-group&quot;).style({&quot;pointer-events&quot;:&quot;none&quot;});var I,N=t.select(&quot;.chart-group&quot;),D={fill:&quot;none&quot;,stroke:h.tickColor},F={&quot;font-size&quot;:h.font.size,&quot;font-family&quot;:h.font.family,fill:h.font.color,&quot;text-shadow&quot;:[&quot;-1px 0px&quot;,&quot;1px -1px&quot;,&quot;-1px 1px&quot;,&quot;1px 1px&quot;].map(function(t,e){return&quot; &quot;+t+&quot; 0 &quot;+h.font.outlineColor}).join(&quot;,&quot;)};if(h.showLegend){I=t.select(&quot;.legend-group&quot;).attr({transform:&quot;translate(&quot;+[b,h.margin.top]+&quot;)&quot;}).style({display:&quot;block&quot;});var j=d.map(function(t,e){var r=o.util.cloneJson(t);return r.symbol=&quot;DotPlot&quot;===t.geometry?t.dotType||&quot;circle&quot;:&quot;LinePlot&quot;!=t.geometry?&quot;square&quot;:&quot;line&quot;,r.visibleInLegend=&quot;undefined&quot;==typeof t.visibleInLegend||t.visibleInLegend,r.color=&quot;LinePlot&quot;===t.geometry?t.strokeColor:t.color,r});o.Legend().config({data:d.map(function(t,e){return t.name||&quot;Element&quot;+e}),legendConfig:i({},o.Legend.defaultConfig().legendConfig,{container:I,elements:j,reverseOrder:h.legend.reverseOrder})})();var B=I.node().getBBox();b=Math.min(h.width-B.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2,b=Math.max(10,b),_=[h.margin.left+b,h.margin.top+b],r.range([0,b]),c.layout.radialAxis.domain=r.domain(),I.attr(&quot;transform&quot;,&quot;translate(&quot;+[_[0]+b,_[1]-b]+&quot;)&quot;)}else I=t.select(&quot;.legend-group&quot;).style({display:&quot;none&quot;});t.attr({width:h.width,height:h.height}).style({opacity:h.opacity}),N.attr(&quot;transform&quot;,&quot;translate(&quot;+_+&quot;)&quot;).style({cursor:&quot;crosshair&quot;});var U=[(h.width-(h.margin.left+h.margin.right+2*b+(B?B.width:0)))/2,(h.height-(h.margin.top+h.margin.bottom+2*b))/2];if(U[0]=Math.max(0,U[0]),U[1]=Math.max(0,U[1]),t.select(&quot;.outer-group&quot;).attr(&quot;transform&quot;,&quot;translate(&quot;+U+&quot;)&quot;),h.title&amp;&amp;h.title.text){var V=t.select(&quot;g.title-group text&quot;).style(F).text(h.title.text),H=V.node().getBBox();V.attr({x:_[0]-H.width/2,y:_[1]-b-20})}var q=t.select(&quot;.radial.axis-group&quot;);if(h.radialAxis.gridLinesVisible){var G=q.selectAll(&quot;circle.grid-circle&quot;).data(r.ticks(5));G.enter().append(&quot;circle&quot;).attr({class:&quot;grid-circle&quot;}).style(D),G.attr(&quot;r&quot;,r),G.exit().remove()}q.select(&quot;circle.outside-circle&quot;).attr({r:b}).style(D);var X=t.select(&quot;circle.background-circle&quot;).attr({r:b}).style({fill:h.backgroundColor,stroke:h.stroke});function W(t,e){return s(t)%360+h.orientation}if(h.radialAxis.visible){var Y=n.svg.axis().scale(r).ticks(5).tickSize(5);q.call(Y).attr({transform:&quot;rotate(&quot;+h.radialAxis.orientation+&quot;)&quot;}),q.selectAll(&quot;.domain&quot;).style(D),q.selectAll(&quot;g&gt;text&quot;).text(function(t,e){return this.textContent+h.radialAxis.ticksSuffix}).style(F).style({&quot;text-anchor&quot;:&quot;start&quot;}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return&quot;horizontal&quot;===h.radialAxis.tickOrientation?&quot;rotate(&quot;+-h.radialAxis.orientation+&quot;) translate(&quot;+[0,F[&quot;font-size&quot;]]+&quot;)&quot;:&quot;translate(&quot;+[0,F[&quot;font-size&quot;]]+&quot;)&quot;}}),q.selectAll(&quot;g&gt;line&quot;).style({stroke:&quot;black&quot;})}var Z=t.select(&quot;.angular.axis-group&quot;).selectAll(&quot;g.angular-tick&quot;).data(R),Q=Z.enter().append(&quot;g&quot;).classed(&quot;angular-tick&quot;,!0);Z.attr({transform:function(t,e){return&quot;rotate(&quot;+W(t)+&quot;)&quot;}}).style({display:h.angularAxis.visible?&quot;block&quot;:&quot;none&quot;}),Z.exit().remove(),Q.append(&quot;line&quot;).classed(&quot;grid-line&quot;,!0).classed(&quot;major&quot;,function(t,e){return e%(h.minorTicks+1)==0}).classed(&quot;minor&quot;,function(t,e){return!(e%(h.minorTicks+1)==0)}).style(D),Q.selectAll(&quot;.minor&quot;).style({stroke:h.minorTickColor}),Z.select(&quot;line.grid-line&quot;).attr({x1:h.tickLength?b-h.tickLength:0,x2:b}).style({display:h.angularAxis.gridLinesVisible?&quot;block&quot;:&quot;none&quot;}),Q.append(&quot;text&quot;).classed(&quot;axis-text&quot;,!0).style(F);var $=Z.select(&quot;text.axis-text&quot;).attr({x:b+h.labelOffset,dy:a+&quot;em&quot;,transform:function(t,e){var r=W(t),n=b+h.labelOffset,i=h.angularAxis.tickOrientation;return&quot;horizontal&quot;==i?&quot;rotate(&quot;+-r+&quot; &quot;+n+&quot; 0)&quot;:&quot;radial&quot;==i?r&lt;270&amp;&amp;r&gt;90?&quot;rotate(180 &quot;+n+&quot; 0)&quot;:null:&quot;rotate(&quot;+(r&lt;=180&amp;&amp;r&gt;0?-90:90)+&quot; &quot;+n+&quot; 0)&quot;}}).style({&quot;text-anchor&quot;:&quot;middle&quot;,display:h.angularAxis.labelsVisible?&quot;block&quot;:&quot;none&quot;}).text(function(t,e){return e%(h.minorTicks+1)!=0?&quot;&quot;:w?w[t]+h.angularAxis.ticksSuffix:t+h.angularAxis.ticksSuffix}).style(F);h.angularAxis.rewriteTicks&amp;&amp;$.text(function(t,e){return e%(h.minorTicks+1)!=0?&quot;&quot;:h.angularAxis.rewriteTicks(this.textContent,e)});var J=n.max(N.selectAll(&quot;.angular-tick text&quot;)[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));I.attr({transform:&quot;translate(&quot;+[b+J,h.margin.top]+&quot;)&quot;});var K=t.select(&quot;g.geometry-group&quot;).selectAll(&quot;g&quot;).size()&gt;0,tt=t.select(&quot;g.geometry-group&quot;).selectAll(&quot;g.geometry&quot;).data(d);if(tt.enter().append(&quot;g&quot;).attr({class:function(t,e){return&quot;geometry geometry&quot;+e}}),tt.exit().remove(),d[0]||K){var et=[];d.forEach(function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter(function(t,r){return r==e}),n.geometry=t.geometry,n.orientation=h.orientation,n.direction=h.direction,n.index=e,et.push({data:t,geometryConfig:n})});var rt=n.nest().key(function(t,e){return&quot;undefined&quot;!=typeof t.data.groupId||&quot;unstacked&quot;}).entries(et),nt=[];rt.forEach(function(t,e){&quot;unstacked&quot;===t.key?nt=nt.concat(t.values.map(function(t,e){return[t]})):nt.push(t.values)}),nt.forEach(function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map(function(t,e){return i(o[r].defaultConfig(),t)});o[r]().config(n)()})}var it,at,ot=t.select(&quot;.guides-group&quot;),st=t.select(&quot;.tooltips-group&quot;),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,hasTick:!0})();if(!M){var ft=ot.select(&quot;line&quot;).attr({x1:0,y1:0,y2:0}).style({stroke:&quot;grey&quot;,&quot;pointer-events&quot;:&quot;none&quot;});N.on(&quot;mousemove.angular-guide&quot;,function(t,e){var r=o.util.getMousePos(X).angle;ft.attr({x2:-b,transform:&quot;rotate(&quot;+r+&quot;)&quot;}).style({opacity:.5});var n=(r+180+360-h.orientation)%360;it=s.invert(n);var i=o.util.convertToCartesian(b+12,r+180);lt.text(o.util.round(it)).move([i[0]+_[0],i[1]+_[1]])}).on(&quot;mouseout.angular-guide&quot;,function(t,e){ot.select(&quot;line&quot;).style({opacity:0})})}var ht=ot.select(&quot;circle&quot;).style({stroke:&quot;grey&quot;,fill:&quot;none&quot;});N.on(&quot;mousemove.radial-guide&quot;,function(t,e){var n=o.util.getMousePos(X).radius;ht.attr({r:n}).style({opacity:.5}),at=r.invert(o.util.getMousePos(X).radius);var i=o.util.convertToCartesian(n,h.radialAxis.orientation);ut.text(o.util.round(at)).move([i[0]+_[0],i[1]+_[1]])}).on(&quot;mouseout.radial-guide&quot;,function(t,e){ht.style({opacity:0}),ct.hide(),lt.hide(),ut.hide()}),t.selectAll(&quot;.geometry-group .mark&quot;).on(&quot;mouseover.tooltip&quot;,function(e,r){var i=n.select(this),a=this.style.fill,s=&quot;black&quot;,l=this.style.opacity||1;if(i.attr({&quot;data-opacity&quot;:l}),a&amp;&amp;&quot;none&quot;!==a){i.attr({&quot;data-fill&quot;:a}),s=n.hsl(a).darker().toString(),i.style({fill:s,opacity:1});var u={t:o.util.round(e[0]),r:o.util.round(e[1])};M&amp;&amp;(u.t=w[e[0]]);var c=&quot;t: &quot;+u.t+&quot;, r: &quot;+u.r,f=this.getBoundingClientRect(),h=t.node().getBoundingClientRect(),d=[f.left+f.width/2-U[0]-h.left,f.top+f.height/2-U[1]-h.top];ct.config({color:s}).text(c),ct.move(d)}else a=this.style.stroke||&quot;black&quot;,i.attr({&quot;data-stroke&quot;:a}),s=n.hsl(a).darker().toString(),i.style({stroke:s,opacity:1})}).on(&quot;mousemove.tooltip&quot;,function(t,e){if(0!=n.event.which)return!1;n.select(this).attr(&quot;data-fill&quot;)&amp;&amp;ct.show()}).on(&quot;mouseout.tooltip&quot;,function(t,e){ct.hide();var r=n.select(this),i=r.attr(&quot;data-fill&quot;);i?r.style({fill:i,opacity:r.attr(&quot;data-opacity&quot;)}):r.style({stroke:r.attr(&quot;data-stroke&quot;),opacity:r.attr(&quot;data-opacity&quot;)})})})}(u),this},h.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach(function(t,e){l.data[e]||(l.data[e]={}),i(l.data[e],o.Axis.defaultConfig().data[0]),i(l.data[e],t)}),i(l.layout,o.Axis.defaultConfig().layout),i(l.layout,e.layout),this},h.getLiveConfig=function(){return c},h.getinputConfig=function(){return u},h.radialScale=function(t){return r},h.angularScale=function(t){return s},h.svg=function(){return t},n.rebind(h,f,&quot;on&quot;),h},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:&quot;Line1&quot;,geometry:&quot;LinePlot&quot;,color:null,strokeDash:&quot;solid&quot;,strokeColor:null,strokeSize:&quot;1&quot;,visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:&quot;gray&quot;,outlineColor:&quot;white&quot;,family:&quot;Tahoma, sans-serif&quot;},direction:&quot;clockwise&quot;,orientation:0,labelOffset:10,radialAxis:{domain:null,orientation:-45,ticksSuffix:&quot;&quot;,visible:!0,gridLinesVisible:!0,tickOrientation:&quot;horizontal&quot;,rewriteTicks:null},angularAxis:{domain:[0,360],ticksSuffix:&quot;&quot;,visible:!0,gridLinesVisible:!0,labelsVisible:!0,tickOrientation:&quot;horizontal&quot;,rewriteTicks:null,ticksCount:null,ticksStep:null},minorTicks:0,tickLength:null,tickColor:&quot;silver&quot;,minorTickColor:&quot;#eee&quot;,backgroundColor:&quot;none&quot;,needsEndSpacing:null,showLegend:!0,legend:{reverseOrder:!1},opacity:1}}},o.util={},o.DATAEXTENT=&quot;dataExtent&quot;,o.AREA=&quot;AreaChart&quot;,o.LINE=&quot;LinePlot&quot;,o.DOT=&quot;DotPlot&quot;,o.BAR=&quot;BarChart&quot;,o.util._override=function(t,e){for(var r in t)r in e&amp;&amp;(e[r]=t[r])},o.util._extend=function(t,e){for(var r in t)e[r]=t[r]},o.util._rndSnd=function(){return 2*Math.random()-1+(2*Math.random()-1)+(2*Math.random()-1)},o.util.dataFromEquation2=function(t,e){var r=e||6;return n.range(0,360+r,r).map(function(e,r){var n=e*Math.PI/180;return[e,t(n)]})},o.util.dataFromEquation=function(t,e,r){var i=e||6,a=[],o=[];n.range(0,360+i,i).forEach(function(e,r){var n=e*Math.PI/180,i=t(n);a.push(e),o.push(i)});var s={t:a,r:o};return r&amp;&amp;(s.name=r),s},o.util.ensureArray=function(t,e){if(&quot;undefined&quot;==typeof t)return null;var r=[].concat(t);return n.range(e).map(function(t,e){return r[e]||r[0]})},o.util.fillArrays=function(t,e,r){return e.forEach(function(e,n){t[e]=o.util.ensureArray(t[e],r)}),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){&quot;string&quot;==typeof e&amp;&amp;(e=e.split(&quot;.&quot;));var r=e.shift();return t[r]&amp;&amp;(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map(function(t,e){return n.sum(t)})},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- &gt;=0&amp;&amp;t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter(function(t,e,r){return r.indexOf(t)==e})},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],i=e[1],a={};return a.x=r,a.y=i,a.pos=e,a.angle=180*(Math.atan2(i,r)+Math.PI)/Math.PI,a.radius=Math.sqrt(r*r+i*i),a},o.util.duplicatesCount=function(t){for(var e,r={},n={},i=0,a=t.length;i&lt;a;i++)(e=t[i])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var i=r.slice();r=e,e=i}var a=e.reduce(function(t,e){if(&quot;undefined&quot;!=typeof t)return t[e]},t);&quot;undefined&quot;!=typeof a&amp;&amp;(e.reduce(function(t,r,n){if(&quot;undefined&quot;!=typeof t)return n===e.length-1&amp;&amp;delete t[r],t[r]},t),r.reduce(function(t,e,n){return&quot;undefined&quot;==typeof t[e]&amp;&amp;(t[e]={}),n===r.length-1&amp;&amp;(t[e]=a),t[e]},t))},o.PolyChart=function(){var t=[o.PolyChart.defaultConfig()],e=n.dispatch(&quot;hover&quot;),r={solid:&quot;none&quot;,dash:[5,2],dot:[2,5]};function a(){var e=t[0].geometryConfig,i=e.container;&quot;string&quot;==typeof i&amp;&amp;(i=n.select(i)),i.datum(t).each(function(t,i){var a=!!t[0].data.yStack,o=t.map(function(t,e){return a?n.zip(t.data.t[0],t.data.r[0],t.data.yStack[0]):n.zip(t.data.t[0],t.data.r[0])}),s=e.angularScale,l=e.radialScale.domain()[0],u={bar:function(r,i,a){var o=t[a].data,l=e.radialScale(r[1])-e.radialScale(0),u=e.radialScale(r[2]||0),c=o.barWidth;n.select(this).attr({class:&quot;mark bar&quot;,d:&quot;M&quot;+[[l+u,-c/2],[l+u,c/2],[u,c/2],[u,-c/2]].join(&quot;L&quot;)+&quot;Z&quot;,transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+s(t[0]))+&quot;)&quot;}})}};u.dot=function(r,i,a){var o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[a].data.dotSize).type(t[a].data.dotType)(r,i);n.select(this).attr({class:&quot;mark dot&quot;,d:s,transform:function(t,r){var n,i,a,s=(n=function(t,r){var n=e.radialScale(t[1]),i=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:i}}(o),i=n.r*Math.cos(n.t),a=n.r*Math.sin(n.t),{x:i,y:a});return&quot;translate(&quot;+[s.x,s.y]+&quot;)&quot;}})};var c=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius(function(t){return e.radialScale(t[1])}).angle(function(t){return e.angularScale(t[0])*Math.PI/180});u.line=function(r,i,a){var s=r[2]?o[a].map(function(t,e){return[t[0],t[1]+t[2]]}):o[a];if(n.select(this).each(u.dot).style({opacity:function(e,r){return+t[a].data.dotVisible},fill:p.stroke(r,i,a)}).attr({class:&quot;mark dot&quot;}),!(i&gt;0)){var l=n.select(this.parentNode).selectAll(&quot;path.line&quot;).data([0]);l.enter().insert(&quot;path&quot;),l.attr({class:&quot;line&quot;,d:c(s),transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+90)+&quot;)&quot;},&quot;pointer-events&quot;:&quot;none&quot;}).style({fill:function(t,e){return p.fill(r,i,a)},&quot;fill-opacity&quot;:0,stroke:function(t,e){return p.stroke(r,i,a)},&quot;stroke-width&quot;:function(t,e){return p[&quot;stroke-width&quot;](r,i,a)},&quot;stroke-dasharray&quot;:function(t,e){return p[&quot;stroke-dasharray&quot;](r,i,a)},opacity:function(t,e){return p.opacity(r,i,a)},display:function(t,e){return p.display(r,i,a)}})}};var f=e.angularScale.range(),h=Math.abs(f[1]-f[0])/o[0].length*Math.PI/180,d=n.svg.arc().startAngle(function(t){return-h/2}).endAngle(function(t){return h/2}).innerRadius(function(t){return e.radialScale(l+(t[2]||0))}).outerRadius(function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])});u.arc=function(t,r,i){n.select(this).attr({class:&quot;mark arc&quot;,d:d,transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+s(t[0])+90)+&quot;)&quot;}})};var p={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},&quot;stroke-width&quot;:function(e,r,n){return t[n].data.strokeSize+&quot;px&quot;},&quot;stroke-dasharray&quot;:function(e,n,i){return r[t[i].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return&quot;undefined&quot;==typeof t[n].data.visible||t[n].data.visible?&quot;block&quot;:&quot;none&quot;}},g=n.select(this).selectAll(&quot;g.layer&quot;).data(o);g.enter().append(&quot;g&quot;).attr({class:&quot;layer&quot;});var v=g.selectAll(&quot;path.mark&quot;).data(function(t,e){return t});v.enter().append(&quot;path&quot;).attr({class:&quot;mark&quot;}),v.style(p).each(u[e.geometryType]),v.exit().remove(),g.exit().remove()})}return a.config=function(e){return arguments.length?(e.forEach(function(e,r){t[r]||(t[r]={}),i(t[r],o.PolyChart.defaultConfig()),i(t[r],e)}),this):t},a.getColorScale=function(){},n.rebind(a,e,&quot;on&quot;),a},o.PolyChart.defaultConfig=function(){return{data:{name:&quot;geom1&quot;,t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:&quot;circle&quot;,dotSize:64,dotVisible:!1,barWidth:20,color:&quot;#ffa500&quot;,strokeSize:1,strokeColor:&quot;silver&quot;,strokeDash:&quot;solid&quot;,opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:&quot;LinePlot&quot;,geometryType:&quot;arc&quot;,direction:&quot;clockwise&quot;,orientation:0,container:&quot;body&quot;,radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;bar&quot;}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;arc&quot;}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;dot&quot;,dotType:&quot;circle&quot;}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;line&quot;}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(&quot;hover&quot;);function r(){var e=t.legendConfig,a=t.data.map(function(t,r){return[].concat(t).map(function(t,n){var a=i({},e.elements[r]);return a.name=t,a.color=[].concat(e.elements[r].color)[n],a})}),o=n.merge(a);o=o.filter(function(t,r){return e.elements[r]&amp;&amp;(e.elements[r].visibleInLegend||&quot;undefined&quot;==typeof e.elements[r].visibleInLegend)}),e.reverseOrder&amp;&amp;(o=o.reverse());var s=e.container;(&quot;string&quot;==typeof s||s.nodeName)&amp;&amp;(s=n.select(s));var l=o.map(function(t,e){return t.color}),u=e.fontSize,c=null==e.isContinuous?&quot;number&quot;==typeof o[0]:e.isContinuous,f=c?e.height:u*o.length,h=s.classed(&quot;legend-group&quot;,!0).selectAll(&quot;svg&quot;).data([0]),d=h.enter().append(&quot;svg&quot;).attr({width:300,height:f+u,xmlns:&quot;http://www.w3.org/2000/svg&quot;,&quot;xmlns:xlink&quot;:&quot;http://www.w3.org/1999/xlink&quot;,version:&quot;1.1&quot;});d.append(&quot;g&quot;).classed(&quot;legend-axis&quot;,!0),d.append(&quot;g&quot;).classed(&quot;legend-marks&quot;,!0);var p=n.range(o.length),g=n.scale[c?&quot;linear&quot;:&quot;ordinal&quot;]().domain(p).range(l),v=n.scale[c?&quot;linear&quot;:&quot;ordinal&quot;]().domain(p)[c?&quot;range&quot;:&quot;rangePoints&quot;]([0,f]);if(c){var m=h.select(&quot;.legend-marks&quot;).append(&quot;defs&quot;).append(&quot;linearGradient&quot;).attr({id:&quot;grad1&quot;,x1:&quot;0%&quot;,y1:&quot;0%&quot;,x2:&quot;0%&quot;,y2:&quot;100%&quot;}).selectAll(&quot;stop&quot;).data(l);m.enter().append(&quot;stop&quot;),m.attr({offset:function(t,e){return e/(l.length-1)*100+&quot;%&quot;}}).style({&quot;stop-color&quot;:function(t,e){return t}}),h.append(&quot;rect&quot;).classed(&quot;legend-mark&quot;,!0).attr({height:e.height,width:e.colorBandWidth,fill:&quot;url(#grad1)&quot;})}else{var y=h.select(&quot;.legend-marks&quot;).selectAll(&quot;path.legend-mark&quot;).data(o);y.enter().append(&quot;path&quot;).classed(&quot;legend-mark&quot;,!0),y.attr({transform:function(t,e){return&quot;translate(&quot;+[u/2,v(e)+u/2]+&quot;)&quot;},d:function(t,e){var r,i,a,o=t.symbol;return a=3*(i=u),&quot;line&quot;===(r=o)?&quot;M&quot;+[[-i/2,-i/12],[i/2,-i/12],[i/2,i/12],[-i/2,i/12]]+&quot;Z&quot;:-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(a)():n.svg.symbol().type(&quot;square&quot;).size(a)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var b=n.svg.axis().scale(v).orient(&quot;right&quot;),x=h.select(&quot;g.legend-axis&quot;).attr({transform:&quot;translate(&quot;+[c?e.colorBandWidth:u,u/2]+&quot;)&quot;}).call(b);return x.selectAll(&quot;.domain&quot;).style({fill:&quot;none&quot;,stroke:&quot;none&quot;}),x.selectAll(&quot;line&quot;).style({fill:&quot;none&quot;,stroke:c?e.textColor:&quot;none&quot;}),x.selectAll(&quot;text&quot;).style({fill:e.textColor,&quot;font-size&quot;:e.fontSize}).text(function(t,e){return o[e].name}),r}return r.config=function(e){return arguments.length?(i(t,e),this):t},n.rebind(r,e,&quot;on&quot;),r},o.Legend.defaultConfig=function(t,e){return{data:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],legendConfig:{elements:[{symbol:&quot;line&quot;,color:&quot;red&quot;},{symbol:&quot;square&quot;,color:&quot;yellow&quot;},{symbol:&quot;diamond&quot;,color:&quot;limegreen&quot;}],height:150,colorBandWidth:30,fontSize:12,container:&quot;body&quot;,isContinuous:null,textColor:&quot;grey&quot;,reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,a={container:null,hasTick:!1,fontSize:12,color:&quot;white&quot;,padding:5},s=&quot;tooltip-&quot;+o.tooltipPanel.uid++,l=10,u=function(){var n=(t=a.container.selectAll(&quot;g.&quot;+s).data([0])).enter().append(&quot;g&quot;).classed(s,!0).style({&quot;pointer-events&quot;:&quot;none&quot;,display:&quot;none&quot;});return r=n.append(&quot;path&quot;).style({fill:&quot;white&quot;,&quot;fill-opacity&quot;:.9}).attr({d:&quot;M0 0&quot;}),e=n.append(&quot;text&quot;).attr({dx:a.padding+l,dy:.3*+a.fontSize}),u};return u.text=function(i){var o=n.hsl(a.color).l,s=o&gt;=.5?&quot;#aaa&quot;:&quot;white&quot;,c=o&gt;=.5?&quot;black&quot;:&quot;white&quot;,f=i||&quot;&quot;;e.style({fill:c,&quot;font-size&quot;:a.fontSize+&quot;px&quot;}).text(f);var h=a.padding,d=e.node().getBBox(),p={fill:a.color,stroke:s,&quot;stroke-width&quot;:&quot;2px&quot;},g=d.width+2*h+l,v=d.height+2*h;return r.attr({d:&quot;M&quot;+[[l,-v/2],[l,-v/4],[a.hasTick?0:l,0],[l,v/4],[l,v/2],[g,v/2],[g,-v/2]].join(&quot;L&quot;)+&quot;Z&quot;}).style(p),t.attr({transform:&quot;translate(&quot;+[l,-v/2+2*h]+&quot;)&quot;}),t.style({display:&quot;block&quot;}),u},u.move=function(e){if(t)return t.attr({transform:&quot;translate(&quot;+[e[0],e[1]]+&quot;)&quot;}).style({display:&quot;block&quot;}),u},u.hide=function(){if(t)return t.style({display:&quot;none&quot;}),u},u.show=function(){if(t)return t.style({display:&quot;block&quot;}),u},u.config=function(t){return i(a,t),u},u},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&amp;&amp;(r.data=t.data.map(function(t,r){var n=i({},t);return[[n,[&quot;marker&quot;,&quot;color&quot;],[&quot;color&quot;]],[n,[&quot;marker&quot;,&quot;opacity&quot;],[&quot;opacity&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;color&quot;],[&quot;strokeColor&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;dash&quot;],[&quot;strokeDash&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;width&quot;],[&quot;strokeSize&quot;]],[n,[&quot;marker&quot;,&quot;symbol&quot;],[&quot;dotType&quot;]],[n,[&quot;marker&quot;,&quot;size&quot;],[&quot;dotSize&quot;]],[n,[&quot;marker&quot;,&quot;barWidth&quot;],[&quot;barWidth&quot;]],[n,[&quot;line&quot;,&quot;interpolation&quot;],[&quot;lineInterpolation&quot;]],[n,[&quot;showlegend&quot;],[&quot;visibleInLegend&quot;]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e||delete n.marker,e&amp;&amp;delete n.groupId,e?(&quot;LinePlot&quot;===n.geometry?(n.type=&quot;scatter&quot;,!0===n.dotVisible?(delete n.dotVisible,n.mode=&quot;lines+markers&quot;):n.mode=&quot;lines&quot;):&quot;DotPlot&quot;===n.geometry?(n.type=&quot;scatter&quot;,n.mode=&quot;markers&quot;):&quot;AreaChart&quot;===n.geometry?n.type=&quot;area&quot;:&quot;BarChart&quot;===n.geometry&amp;&amp;(n.type=&quot;bar&quot;),delete n.geometry):(&quot;scatter&quot;===n.type?&quot;lines&quot;===n.mode?n.geometry=&quot;LinePlot&quot;:&quot;markers&quot;===n.mode?n.geometry=&quot;DotPlot&quot;:&quot;lines+markers&quot;===n.mode&amp;&amp;(n.geometry=&quot;LinePlot&quot;,n.dotVisible=!0):&quot;area&quot;===n.type?n.geometry=&quot;AreaChart&quot;:&quot;bar&quot;===n.type&amp;&amp;(n.geometry=&quot;BarChart&quot;),delete n.mode,delete n.type),n}),!e&amp;&amp;t.layout&amp;&amp;&quot;stack&quot;===t.layout.barmode)){var a=o.util.duplicates(r.data.map(function(t,e){return t.geometry}));r.data.forEach(function(t,e){var n=a.indexOf(t.geometry);-1!=n&amp;&amp;(r.data[e].groupId=n)})}if(t.layout){var s=i({},t.layout);if([[s,[&quot;plot_bgcolor&quot;],[&quot;backgroundColor&quot;]],[s,[&quot;showlegend&quot;],[&quot;showLegend&quot;]],[s,[&quot;radialaxis&quot;],[&quot;radialAxis&quot;]],[s,[&quot;angularaxis&quot;],[&quot;angularAxis&quot;]],[s.angularaxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.angularaxis,[&quot;showticklabels&quot;],[&quot;labelsVisible&quot;]],[s.angularaxis,[&quot;nticks&quot;],[&quot;ticksCount&quot;]],[s.angularaxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.angularaxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.angularaxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularaxis,[&quot;endpadding&quot;],[&quot;endPadding&quot;]],[s.radialaxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.radialaxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.radialaxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.radialaxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularAxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.angularAxis,[&quot;showticklabels&quot;],[&quot;labelsVisible&quot;]],[s.angularAxis,[&quot;nticks&quot;],[&quot;ticksCount&quot;]],[s.angularAxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.angularAxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.angularAxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularAxis,[&quot;endpadding&quot;],[&quot;endPadding&quot;]],[s.radialAxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.radialAxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.radialAxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.radialAxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.font,[&quot;outlinecolor&quot;],[&quot;outlineColor&quot;]],[s.legend,[&quot;traceorder&quot;],[&quot;reverseOrder&quot;]],[s,[&quot;labeloffset&quot;],[&quot;labelOffset&quot;]],[s,[&quot;defaultcolorrange&quot;],[&quot;defaultColorRange&quot;]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e?(&quot;undefined&quot;!=typeof s.tickLength&amp;&amp;(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&amp;&amp;(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&amp;&amp;&quot;undefined&quot;!=typeof s.angularAxis.ticklen&amp;&amp;(s.tickLength=s.angularAxis.ticklen),s.angularAxis&amp;&amp;&quot;undefined&quot;!=typeof s.angularAxis.tickcolor&amp;&amp;(s.tickColor=s.angularAxis.tickcolor)),s.legend&amp;&amp;&quot;boolean&quot;!=typeof s.legend.reverseOrder&amp;&amp;(s.legend.reverseOrder=&quot;normal&quot;!=s.legend.reverseOrder),s.legend&amp;&amp;&quot;boolean&quot;==typeof s.legend.traceorder&amp;&amp;(s.legend.traceorder=s.legend.traceorder?&quot;reversed&quot;:&quot;normal&quot;,delete s.legend.reverseOrder),s.margin&amp;&amp;&quot;undefined&quot;!=typeof s.margin.t){var l=[&quot;t&quot;,&quot;r&quot;,&quot;b&quot;,&quot;l&quot;,&quot;pad&quot;],u=[&quot;top&quot;,&quot;right&quot;,&quot;bottom&quot;,&quot;left&quot;,&quot;pad&quot;],c={};n.entries(s.margin).forEach(function(t,e){c[u[l.indexOf(t.key)]]=t.value}),s.margin=c}e&amp;&amp;(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{&quot;../../../constants/alignment&quot;:471,&quot;../../../lib&quot;:495,d3:81}],589:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../../lib&quot;),a=t(&quot;../../../components/color&quot;),o=t(&quot;./micropolar&quot;),s=t(&quot;./undo_manager&quot;),l=i.extendDeepAll,u=e.exports={};u.framework=function(t){var e,r,i,a,c,f=new s;function h(r,s){return s&amp;&amp;(c=s),n.select(n.select(c).node().parentNode).selectAll(&quot;.svg-container&gt;*:not(.chart-root)&quot;).remove(),e=e?l(e,r):r,i||(i=o.Axis()),a=o.adapter.plotly().convert(e),i.config(a).render(c),t.data=e.data,t.layout=e.layout,u.fillLayout(t),e}return h.isPolar=!0,h.svg=function(){return i.svg()},h.getConfig=function(){return e},h.getLiveConfig=function(){return o.adapter.plotly().convert(i.getLiveConfig(),!0)},h.getLiveScales=function(){return{t:i.angularScale(),r:i.radialScale()}},h.setUndoPoint=function(){var t,n,i=this,a=o.util.cloneJson(e);t=a,n=r,f.add({undo:function(){n&amp;&amp;i(n)},redo:function(){i(t)}}),r=o.util.cloneJson(a)},h.undo=function(){f.undo()},h.redo=function(){f.redo()},h},u.fillLayout=function(t){var e=n.select(t).selectAll(&quot;.plot-container&quot;),r=e.selectAll(&quot;.svg-container&quot;),i=t.framework&amp;&amp;t.framework.svg&amp;&amp;t.framework.svg(),o={width:800,height:600,paper_bgcolor:a.background,_container:e,_paperdiv:r,_paper:i};t._fullLayout=l(o,t.layout)}},{&quot;../../../components/color&quot;:376,&quot;../../../lib&quot;:495,&quot;./micropolar&quot;:588,&quot;./undo_manager&quot;:590,d3:81}],590:[function(t,e,r){&quot;use strict&quot;;e.exports=function(){var t,e=[],r=-1,n=!1;function i(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n?this:(e.splice(r+1,e.length-r),e.push(t),r=e.length-1,this)},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(i(n,&quot;undo&quot;),r-=1,t&amp;&amp;t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(i(n,&quot;redo&quot;),r+=1,t&amp;&amp;t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r&lt;e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],591:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;../plot_api/plot_template&quot;),a=t(&quot;./domain&quot;).defaults;e.exports=function(t,e,r,o){var s,l,u=o.type,c=o.attributes,f=o.handleDefaults,h=o.partition||&quot;x&quot;,d=e._subplots[u],p=d.length,g=p&amp;&amp;d[0].replace(/\\d+$/,&quot;&quot;);function v(t,e){return n.coerce(s,l,c,t,e)}for(var m=0;m&lt;p;m++){var y=d[m];s=t[y]?t[y]:t[y]={},l=i.newContainer(e,y,g),v(&quot;uirevision&quot;,e.uirevision);var b={};b[h]=[m/p,(m+1)/p],a(l,e,v,b),o.id=y,f(s,l,v,o)}}},{&quot;../lib&quot;:495,&quot;../plot_api/plot_template&quot;:531,&quot;./domain&quot;:566}],592:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/loggers&quot;),i=t(&quot;./lib/noop&quot;),a=t(&quot;./lib/push_unique&quot;),o=t(&quot;./lib/is_plain_object&quot;),s=t(&quot;./lib/extend&quot;),l=t(&quot;./plots/attributes&quot;),u=t(&quot;./plots/layout_attributes&quot;),c=s.extendFlat,f=s.extendDeepAll;function h(t){var e=t.name,i=t.categories,a=t.meta;if(r.modules[e])n.log(&quot;Type &quot;+e+&quot; already registered&quot;);else{r.subplotsRegistry[t.basePlotModule.name]||function(t){var e=t.name;if(r.subplotsRegistry[e])return void n.log(&quot;Plot type &quot;+e+&quot; already registered.&quot;);for(var i in v(t),r.subplotsRegistry[e]=t,r.componentsRegistry)b(i,t.name)}(t.basePlotModule);for(var o={},s=0;s&lt;i.length;s++)o[i[s]]=!0,r.allCategories[i[s]]=!0;for(var l in r.modules[e]={_module:t,categories:o},a&amp;&amp;Object.keys(a).length&amp;&amp;(r.modules[e].meta=a),r.allTypes.push(e),r.componentsRegistry)m(l,e);t.layoutAttributes&amp;&amp;c(r.traceLayoutAttributes,t.layoutAttributes)}}function d(t){if(&quot;string&quot;!=typeof t.name)throw new Error(&quot;Component module *name* must be a string.&quot;);var e=t.name;for(var n in r.componentsRegistry[e]=t,t.layoutAttributes&amp;&amp;(t.layoutAttributes._isLinkedToArray&amp;&amp;a(r.layoutArrayContainers,e),v(t)),r.modules)m(e,n);for(var i in r.subplotsRegistry)b(e,i);for(var o in r.transformsRegistry)y(e,o);t.schema&amp;&amp;t.schema.layout&amp;&amp;f(u,t.schema.layout)}function p(t){if(&quot;string&quot;!=typeof t.name)throw new Error(&quot;Transform module *name* must be a string.&quot;);var e=&quot;Transform module &quot;+t.name,i=&quot;function&quot;==typeof t.transform,a=&quot;function&quot;==typeof t.calcTransform;if(!i&amp;&amp;!a)throw new Error(e+&quot; is missing a *transform* or *calcTransform* method.&quot;);for(var s in i&amp;&amp;a&amp;&amp;n.log([e+&quot; has both a *transform* and *calcTransform* methods.&quot;,&quot;Please note that all *transform* methods are executed&quot;,&quot;before all *calcTransform* methods.&quot;].join(&quot; &quot;)),o(t.attributes)||n.log(e+&quot; registered without an *attributes* object.&quot;),&quot;function&quot;!=typeof t.supplyDefaults&amp;&amp;n.log(e+&quot; registered without a *supplyDefaults* method.&quot;),r.transformsRegistry[t.name]=t,r.componentsRegistry)y(s,t.name)}function g(t){var e=t.name,n=e.split(&quot;-&quot;)[0],i=t.dictionary,a=t.format,o=i&amp;&amp;Object.keys(i).length,s=a&amp;&amp;Object.keys(a).length,l=r.localeRegistry,u=l[e];if(u||(l[e]=u={}),n!==e){var c=l[n];c||(l[n]=c={}),o&amp;&amp;c.dictionary===u.dictionary&amp;&amp;(c.dictionary=i),s&amp;&amp;c.format===u.format&amp;&amp;(c.format=a)}o&amp;&amp;(u.dictionary=i),s&amp;&amp;(u.format=a)}function v(t){if(t.layoutAttributes){var e=t.layoutAttributes._arrayAttrRegexps;if(e)for(var n=0;n&lt;e.length;n++)a(r.layoutArrayRegexes,e[n])}}function m(t,e){var n=r.componentsRegistry[t].schema;if(n&amp;&amp;n.traces){var i=n.traces[e];i&amp;&amp;f(r.modules[e]._module.attributes,i)}}function y(t,e){var n=r.componentsRegistry[t].schema;if(n&amp;&amp;n.transforms){var i=n.transforms[e];i&amp;&amp;f(r.transformsRegistry[e].attributes,i)}}function b(t,e){var n=r.componentsRegistry[t].schema;if(n&amp;&amp;n.subplots){var i=r.subplotsRegistry[e],a=i.layoutAttributes,o=&quot;subplot&quot;===i.attr?i.name:i.attr;Array.isArray(o)&amp;&amp;(o=o[0]);var s=n.subplots[o];a&amp;&amp;s&amp;&amp;f(a,s)}}function x(t){return&quot;object&quot;==typeof t&amp;&amp;(t=t.type),t}r.modules={},r.allCategories={},r.allTypes=[],r.subplotsRegistry={},r.transformsRegistry={},r.componentsRegistry={},r.layoutArrayContainers=[],r.layoutArrayRegexes=[],r.traceLayoutAttributes={},r.localeRegistry={},r.apiMethodRegistry={},r.collectableSubplotTypes=null,r.register=function(t){if(r.collectableSubplotTypes=null,!t)throw new Error(&quot;No argument passed to Plotly.register.&quot;);t&amp;&amp;!Array.isArray(t)&amp;&amp;(t=[t]);for(var e=0;e&lt;t.length;e++){var n=t[e];if(!n)throw new Error(&quot;Invalid module was attempted to be registered!&quot;);switch(n.moduleType){case&quot;trace&quot;:h(n);break;case&quot;transform&quot;:p(n);break;case&quot;component&quot;:d(n);break;case&quot;locale&quot;:g(n);break;case&quot;apiMethod&quot;:var i=n.name;r.apiMethodRegistry[i]=n.fn;break;default:throw new Error(&quot;Invalid module was attempted to be registered!&quot;)}}},r.getModule=function(t){var e=r.modules[x(t)];return!!e&amp;&amp;e._module},r.traceIs=function(t,e){if(&quot;various&quot;===(t=x(t)))return!1;var i=r.modules[t];return i||(t&amp;&amp;&quot;area&quot;!==t&amp;&amp;n.log(&quot;Unrecognized trace type &quot;+t+&quot;.&quot;),i=r.modules[l.type.dflt]),!!i.categories[e]},r.getTransformIndices=function(t,e){for(var r=[],n=t.transforms||[],i=0;i&lt;n.length;i++)n[i].type===e&amp;&amp;r.push(i);return r},r.hasTransform=function(t,e){for(var r=t.transforms||[],n=0;n&lt;r.length;n++)if(r[n].type===e)return!0;return!1},r.getComponentMethod=function(t,e){var n=r.componentsRegistry[t];return n&amp;&amp;n[e]||i},r.call=function(){var t=arguments[0],e=[].slice.call(arguments,1);return r.apiMethodRegistry[t].apply(null,e)}},{&quot;./lib/extend&quot;:488,&quot;./lib/is_plain_object&quot;:496,&quot;./lib/loggers&quot;:499,&quot;./lib/noop&quot;:504,&quot;./lib/push_unique&quot;:508,&quot;./plots/attributes&quot;:538,&quot;./plots/layout_attributes&quot;:582}],593:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=n.extendFlat,a=n.extendDeep;function o(t){var e;switch(t){case&quot;themes__thumb&quot;:e={autosize:!0,width:150,height:150,title:{text:&quot;&quot;},showlegend:!1,margin:{l:5,r:5,t:5,b:5,pad:0},annotations:[]};break;case&quot;thumbnail&quot;:e={title:{text:&quot;&quot;},hidesources:!0,showlegend:!1,borderwidth:0,bordercolor:&quot;&quot;,margin:{l:1,r:1,t:1,b:1,pad:0},annotations:[]};break;default:e={}}return e}e.exports=function(t,e){var r;t.framework&amp;&amp;t.framework.isPolar&amp;&amp;(t=t.framework.getConfig());var n,s=t.data,l=t.layout,u=a([],s),c=a({},l,o(e.tileClass)),f=t._context||{};if(e.width&amp;&amp;(c.width=e.width),e.height&amp;&amp;(c.height=e.height),&quot;thumbnail&quot;===e.tileClass||&quot;themes__thumb&quot;===e.tileClass){c.annotations=[];var h=Object.keys(c);for(r=0;r&lt;h.length;r++)n=h[r],[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;].indexOf(n.slice(0,5))&gt;-1&amp;&amp;(c[h[r]].title={text:&quot;&quot;});for(r=0;r&lt;u.length;r++){var d=u[r];d.showscale=!1,d.marker&amp;&amp;(d.marker.showscale=!1),&quot;pie&quot;===d.type&amp;&amp;(d.textposition=&quot;none&quot;)}}if(Array.isArray(e.annotations))for(r=0;r&lt;e.annotations.length;r++)c.annotations.push(e.annotations[r]);var p=Object.keys(c).filter(function(t){return t.match(/^scene\\d*$/)});if(p.length){var g={};for(&quot;thumbnail&quot;===e.tileClass&amp;&amp;(g={title:{text:&quot;&quot;},showaxeslabels:!1,showticklabels:!1,linetickenable:!1}),r=0;r&lt;p.length;r++){var v=c[p[r]];v.xaxis||(v.xaxis={}),v.yaxis||(v.yaxis={}),v.zaxis||(v.zaxis={}),i(v.xaxis,g),i(v.yaxis,g),i(v.zaxis,g),v._scene=null}}var m=document.createElement(&quot;div&quot;);e.tileClass&amp;&amp;(m.className=e.tileClass);var y={gd:m,td:m,layout:c,data:u,config:{staticPlot:void 0===e.staticPlot||e.staticPlot,plotGlPixelRatio:void 0===e.plotGlPixelRatio?2:e.plotGlPixelRatio,displaylogo:e.displaylogo||!1,showLink:e.showLink||!1,showTips:e.showTips||!1,mapboxAccessToken:f.mapboxAccessToken}};return&quot;transparent&quot;!==e.setBackground&amp;&amp;(y.config.setBackground=e.setBackground||&quot;opaque&quot;),y.gd.defaultLayout=o(e.tileClass),y}},{&quot;../lib&quot;:495}],594:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../plot_api/to_image&quot;),i=t(&quot;../lib&quot;),a=t(&quot;./filesaver&quot;);e.exports=function(t,e){var r;return i.isPlainObject(t)||(r=i.getGraphDiv(t)),(e=e||{}).format=e.format||&quot;png&quot;,new Promise(function(o,s){r&amp;&amp;r._snapshotInProgress&amp;&amp;s(new Error(&quot;Snapshotting already in progress.&quot;)),i.isIE()&amp;&amp;&quot;svg&quot;!==e.format&amp;&amp;s(new Error(&quot;Sorry IE does not support downloading from canvas. Try {format:&#x27;svg&#x27;} instead.&quot;)),r&amp;&amp;(r._snapshotInProgress=!0);var l=n(t,e),u=e.filename||t.fn||&quot;newplot&quot;;u+=&quot;.&quot;+e.format,l.then(function(t){return r&amp;&amp;(r._snapshotInProgress=!1),a(t,u)}).then(function(t){o(t)}).catch(function(t){r&amp;&amp;(r._snapshotInProgress=!1),s(t)})})}},{&quot;../lib&quot;:495,&quot;../plot_api/to_image&quot;:534,&quot;./filesaver&quot;:595}],595:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=document.createElement(&quot;a&quot;),n=&quot;download&quot;in r,i=/Version\\/[\\d\\.]+.*Safari/.test(navigator.userAgent);return new Promise(function(a,o){if(&quot;undefined&quot;!=typeof navigator&amp;&amp;/MSIE [1-9]\\./.test(navigator.userAgent)&amp;&amp;o(new Error(&quot;IE &lt; 10 unsupported&quot;)),i&amp;&amp;(document.location.href=&quot;data:application/octet-stream&quot;+t.slice(t.search(/[,;]/)),a(e)),e||(e=&quot;download&quot;),n&amp;&amp;(r.href=t,r.download=e,document.body.appendChild(r),r.click(),document.body.removeChild(r),a(e)),&quot;undefined&quot;!=typeof navigator&amp;&amp;navigator.msSaveBlob){var s=t.split(/^data:image\\/svg\\+xml,/)[1],l=decodeURIComponent(s);navigator.msSaveBlob(new Blob([l]),e),a(e)}o(new Error(&quot;download error&quot;))})}},{}],596:[function(t,e,r){&quot;use strict&quot;;r.getDelay=function(t){return t._has&amp;&amp;(t._has(&quot;gl3d&quot;)||t._has(&quot;gl2d&quot;)||t._has(&quot;mapbox&quot;))?500:0},r.getRedrawFunc=function(t){var e=t._fullLayout||{};if(!(!(e._has&amp;&amp;e._has(&quot;polar&quot;))&amp;&amp;t.data&amp;&amp;t.data[0]&amp;&amp;t.data[0].r))return function(){(t.calcdata||[]).forEach(function(t){t[0]&amp;&amp;t[0].t&amp;&amp;t[0].t.cb&amp;&amp;t[0].t.cb()})}}},{}],597:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./helpers&quot;),i={getDelay:n.getDelay,getRedrawFunc:n.getRedrawFunc,clone:t(&quot;./cloneplot&quot;),toSVG:t(&quot;./tosvg&quot;),svgToImg:t(&quot;./svgtoimg&quot;),toImage:t(&quot;./toimage&quot;),downloadImage:t(&quot;./download&quot;)};e.exports=i},{&quot;./cloneplot&quot;:593,&quot;./download&quot;:594,&quot;./helpers&quot;:596,&quot;./svgtoimg&quot;:598,&quot;./toimage&quot;:599,&quot;./tosvg&quot;:600}],598:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../lib&quot;),i=t(&quot;events&quot;).EventEmitter;e.exports=function(t){var e=t.emitter||new i,r=new Promise(function(i,a){var o=window.Image,s=t.svg,l=t.format||&quot;png&quot;;if(n.isIE()&amp;&amp;&quot;svg&quot;!==l){var u=new Error(&quot;Sorry IE does not support downloading from canvas. Try {format:&#x27;svg&#x27;} instead.&quot;);return a(u),t.promise?r:e.emit(&quot;error&quot;,u)}var c=t.canvas,f=t.scale||1,h=t.width||300,d=t.height||150,p=f*h,g=f*d,v=c.getContext(&quot;2d&quot;),m=new o,y=&quot;data:image/svg+xml,&quot;+encodeURIComponent(s);c.width=p,c.height=g,m.onload=function(){var r;switch(&quot;svg&quot;!==l&amp;&amp;v.drawImage(m,0,0,p,g),l){case&quot;jpeg&quot;:r=c.toDataURL(&quot;image/jpeg&quot;);break;case&quot;png&quot;:r=c.toDataURL(&quot;image/png&quot;);break;case&quot;webp&quot;:r=c.toDataURL(&quot;image/webp&quot;);break;case&quot;svg&quot;:r=y;break;default:var n=&quot;Image format is not jpeg, png, svg or webp.&quot;;if(a(new Error(n)),!t.promise)return e.emit(&quot;error&quot;,n)}i(r),t.promise||e.emit(&quot;success&quot;,r)},m.onerror=function(r){if(a(r),!t.promise)return e.emit(&quot;error&quot;,r)},m.src=y});return t.promise?r:e}},{&quot;../lib&quot;:495,events:47}],599:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;events&quot;).EventEmitter,i=t(&quot;../registry&quot;),a=t(&quot;../lib&quot;),o=t(&quot;./helpers&quot;),s=t(&quot;./cloneplot&quot;),l=t(&quot;./tosvg&quot;),u=t(&quot;./svgtoimg&quot;);e.exports=function(t,e){var r=new n,c=s(t,{format:&quot;png&quot;}),f=c.gd;f.style.position=&quot;absolute&quot;,f.style.left=&quot;-5000px&quot;,document.body.appendChild(f);var h=o.getRedrawFunc(f);return i.call(&quot;plot&quot;,f,c.data,c.layout,c.config).then(h).then(function(){var t=o.getDelay(f._fullLayout);setTimeout(function(){var t=l(f),n=document.createElement(&quot;canvas&quot;);n.id=a.randstr(),(r=u({format:e.format,width:f._fullLayout.width,height:f._fullLayout.height,canvas:n,emitter:r,svg:t})).clean=function(){f&amp;&amp;document.body.removeChild(f)}},t)}).catch(function(t){r.emit(&quot;error&quot;,t)}),r}},{&quot;../lib&quot;:495,&quot;../registry&quot;:592,&quot;./cloneplot&quot;:593,&quot;./helpers&quot;:596,&quot;./svgtoimg&quot;:598,&quot;./tosvg&quot;:600,events:47}],600:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../lib&quot;),a=t(&quot;../components/drawing&quot;),o=t(&quot;../components/color&quot;),s=t(&quot;../constants/xmlns_namespaces&quot;),l=/&quot;/g,u=new RegExp(&#x27;(&quot;TOBESTRIPPED)|(TOBESTRIPPED&quot;)&#x27;,&quot;g&quot;);e.exports=function(t,e,r){var c,f=t._fullLayout,h=f._paper,d=f._toppaper,p=f.width,g=f.height;h.insert(&quot;rect&quot;,&quot;:first-child&quot;).call(a.setRect,0,0,p,g).call(o.fill,f.paper_bgcolor);var v=f._basePlotModules||[];for(c=0;c&lt;v.length;c++){var m=v[c];m.toSVG&amp;&amp;m.toSVG(t)}if(d){var y=d.node().childNodes,b=Array.prototype.slice.call(y);for(c=0;c&lt;b.length;c++){var x=b[c];x.childNodes.length&amp;&amp;h.node().appendChild(x)}}f._draggers&amp;&amp;f._draggers.remove(),h.node().style.background=&quot;&quot;,h.selectAll(&quot;text&quot;).attr({&quot;data-unformatted&quot;:null,&quot;data-math&quot;:null}).each(function(){var t=n.select(this);if(&quot;hidden&quot;!==this.style.visibility&amp;&amp;&quot;none&quot;!==this.style.display){t.style({visibility:null,display:null});var e=this.style.fontFamily;e&amp;&amp;-1!==e.indexOf(&#x27;&quot;&#x27;)&amp;&amp;t.style(&quot;font-family&quot;,e.replace(l,&quot;TOBESTRIPPED&quot;))}else t.remove()}),h.selectAll(&quot;.point, .scatterpts, .legendfill&gt;path, .legendlines&gt;path, .cbfill&quot;).each(function(){var t=n.select(this),e=this.style.fill;e&amp;&amp;-1!==e.indexOf(&quot;url(&quot;)&amp;&amp;t.style(&quot;fill&quot;,e.replace(l,&quot;TOBESTRIPPED&quot;));var r=this.style.stroke;r&amp;&amp;-1!==r.indexOf(&quot;url(&quot;)&amp;&amp;t.style(&quot;stroke&quot;,r.replace(l,&quot;TOBESTRIPPED&quot;))}),&quot;pdf&quot;!==e&amp;&amp;&quot;eps&quot;!==e||h.selectAll(&quot;#MathJax_SVG_glyphs path&quot;).attr(&quot;stroke-width&quot;,0),h.node().setAttributeNS(s.xmlns,&quot;xmlns&quot;,s.svg),h.node().setAttributeNS(s.xmlns,&quot;xmlns:xlink&quot;,s.xlink),&quot;svg&quot;===e&amp;&amp;r&amp;&amp;(h.attr(&quot;width&quot;,r*p),h.attr(&quot;height&quot;,r*g),h.attr(&quot;viewBox&quot;,&quot;0 0 &quot;+p+&quot; &quot;+g));var _=(new window.XMLSerializer).serializeToString(h.node());return _=function(t){var e=n.select(&quot;body&quot;).append(&quot;div&quot;).style({display:&quot;none&quot;}).html(&quot;&quot;),r=t.replace(/(&amp;[^;]*;)/gi,function(t){return&quot;&amp;lt;&quot;===t?&quot;&amp;#60;&quot;:&quot;&amp;rt;&quot;===t?&quot;&amp;#62;&quot;:-1!==t.indexOf(&quot;&lt;&quot;)||-1!==t.indexOf(&quot;&gt;&quot;)?&quot;&quot;:e.html(t).text()});return e.remove(),r}(_),_=(_=_.replace(/&amp;(?!\\w+;|\\#[0-9]+;| \\#x[0-9A-F]+;)/g,&quot;&amp;amp;&quot;)).replace(u,&quot;&#x27;&quot;),i.isIE()&amp;&amp;(_=(_=(_=_.replace(/&quot;/gi,&quot;&#x27;&quot;)).replace(/(\\(&#x27;#)([^&#x27;]*)(&#x27;\\))/gi,&#x27;(&quot;#$2&quot;)&#x27;)).replace(/(\\\\&#x27;)/gi,&#x27;&quot;&#x27;)),_}},{&quot;../components/color&quot;:376,&quot;../components/drawing&quot;:397,&quot;../constants/xmlns_namespaces&quot;:476,&quot;../lib&quot;:495,d3:81}],601:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../mesh3d/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},u:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},v:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},w:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},sizemode:{valType:&quot;enumerated&quot;,values:[&quot;scaled&quot;,&quot;absolute&quot;],editType:&quot;calc&quot;,dflt:&quot;scaled&quot;},sizeref:{valType:&quot;number&quot;,editType:&quot;calc&quot;,min:0},anchor:{valType:&quot;enumerated&quot;,editType:&quot;calc&quot;,values:[&quot;tip&quot;,&quot;tail&quot;,&quot;cm&quot;,&quot;center&quot;],dflt:&quot;cm&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;},{keys:[&quot;norm&quot;]})};l(u,n(&quot;&quot;,{colorAttr:&quot;u/v/w norm&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i});[&quot;opacity&quot;,&quot;lightposition&quot;,&quot;lighting&quot;].forEach(function(t){u[t]=o[t]}),u.hoverinfo=l({},s.hoverinfo,{editType:&quot;calc&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;u&quot;,&quot;v&quot;,&quot;w&quot;,&quot;norm&quot;,&quot;text&quot;,&quot;name&quot;],dflt:&quot;x+y+z+norm+text+name&quot;}),u.transforms=void 0,e.exports=u},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../mesh3d/attributes&quot;:608}],602:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){for(var r=e.u,i=e.v,a=e.w,o=Math.min(e.x.length,e.y.length,e.z.length,r.length,i.length,a.length),s=-1/0,l=1/0,u=0;u&lt;o;u++){var c=r[u],f=i[u],h=a[u],d=Math.sqrt(c*c+f*f+h*h);s=Math.max(s,d),l=Math.min(l,d)}e._len=o,e._normMax=s,n(t,e,{vals:[l,s],containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],603:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-cone3d&quot;),i=t(&quot;gl-cone3d&quot;).createConeMesh,a=t(&quot;../../lib&quot;).simpleMap,o=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,s=t(&quot;../../plots/gl3d/zip3&quot;);function l(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var u=l.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index,r=this.data.x[e],n=this.data.y[e],i=this.data.z[e],a=this.data.u[e],o=this.data.v[e],s=this.data.w[e];t.traceCoordinate=[r,n,i,a,o,s,Math.sqrt(a*a+o*o+s*s)];var l=this.data.hovertext||this.data.text;return Array.isArray(l)&amp;&amp;void 0!==l[e]?t.textLabel=l[e]:l&amp;&amp;(t.textLabel=l),!0}};var c={xaxis:0,yaxis:1,zaxis:2},f={tip:1,tail:0,cm:.25,center:.5},h={tip:1,tail:1,cm:.75,center:.5};function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,l={};function u(t,e){var n=r[e],o=i[c[e]];return a(t,function(t){return n.d2l(t)*o})}l.vectors=s(u(e.u,&quot;xaxis&quot;),u(e.v,&quot;yaxis&quot;),u(e.w,&quot;zaxis&quot;),e._len),l.positions=s(u(e.x,&quot;xaxis&quot;),u(e.y,&quot;yaxis&quot;),u(e.z,&quot;zaxis&quot;),e._len),l.colormap=o(e),l.vertexIntensityBounds=[e.cmin/e._normMax,e.cmax/e._normMax],l.coneOffset=f[e.anchor],&quot;scaled&quot;===e.sizemode?l.coneSize=e.sizeref||.5:l.coneSize=e.sizeref&amp;&amp;e._normMax?e.sizeref/e._normMax:.5;var d=n(l),p=e.lightposition;return d.lightPosition=[p.x,p.y,p.z],d.ambient=e.lighting.ambient,d.diffuse=e.lighting.diffuse,d.specular=e.lighting.specular,d.roughness=e.lighting.roughness,d.fresnel=e.lighting.fresnel,d.opacity=e.opacity,e._pad=h[e.anchor]*d.vectorScale*d.coneScale*e._normMax,d}u.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},u.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new l(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../plots/gl3d/zip3&quot;:581,&quot;gl-cone3d&quot;:104}],604:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/colorscale/defaults&quot;),a=t(&quot;./attributes&quot;);e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(&quot;u&quot;),u=s(&quot;v&quot;),c=s(&quot;w&quot;),f=s(&quot;x&quot;),h=s(&quot;y&quot;),d=s(&quot;z&quot;);l&amp;&amp;l.length&amp;&amp;u&amp;&amp;u.length&amp;&amp;c&amp;&amp;c.length&amp;&amp;f&amp;&amp;f.length&amp;&amp;h&amp;&amp;h.length&amp;&amp;d&amp;&amp;d.length?(s(&quot;sizeref&quot;),s(&quot;sizemode&quot;),s(&quot;anchor&quot;),s(&quot;lighting.ambient&quot;),s(&quot;lighting.diffuse&quot;),s(&quot;lighting.specular&quot;),s(&quot;lighting.roughness&quot;),s(&quot;lighting.fresnel&quot;),s(&quot;lightposition.x&quot;),s(&quot;lightposition.y&quot;),s(&quot;lightposition.z&quot;),i(t,e,o,s,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),s(&quot;text&quot;),s(&quot;hovertext&quot;),s(&quot;hovertemplate&quot;),e._length=null):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;./attributes&quot;:601}],605:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;trace&quot;,name:&quot;cone&quot;,basePlotModule:t(&quot;../../plots/gl3d&quot;),categories:[&quot;gl3d&quot;],attributes:t(&quot;./attributes&quot;),supplyDefaults:t(&quot;./defaults&quot;),colorbar:{min:&quot;cmin&quot;,max:&quot;cmax&quot;},calc:t(&quot;./calc&quot;),plot:t(&quot;./convert&quot;),eventData:function(t,e){return t.norm=e.traceCoordinate[6],t},meta:{}}},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:601,&quot;./calc&quot;:602,&quot;./convert&quot;:603,&quot;./defaults&quot;:604}],606:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;).maxRowLength;e.exports=function(t){var e,r,i,a,o,s,l,u,c=[],f={},h=[],d=t[0],p=[],g=[0,0,0],v=n(t);for(r=0;r&lt;t.length;r++)for(e=p,p=d,d=t[r+1]||[],i=0;i&lt;v;i++)void 0===p[i]&amp;&amp;((s=(void 0!==p[i-1]?1:0)+(void 0!==p[i+1]?1:0)+(void 0!==e[i]?1:0)+(void 0!==d[i]?1:0))?(0===r&amp;&amp;s++,0===i&amp;&amp;s++,r===t.length-1&amp;&amp;s++,i===p.length-1&amp;&amp;s++,s&lt;4&amp;&amp;(f[[r,i]]=[r,i,s]),c.push([r,i,s])):h.push([r,i]));for(;h.length;){for(l={},u=!1,o=h.length-1;o&gt;=0;o--)(s=((f[[(r=(a=h[o])[0])-1,i=a[1]]]||g)[2]+(f[[r+1,i]]||g)[2]+(f[[r,i-1]]||g)[2]+(f[[r,i+1]]||g)[2])/20)&amp;&amp;(l[a]=[r,i,s],h.splice(o,1),u=!0);if(!u)throw&quot;findEmpties iterated with no new neighbors&quot;;for(a in l)f[a]=l[a],c.push(l[a])}return c.sort(function(t,e){return e[2]-t[2]})}},{&quot;../../lib&quot;:495}],607:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=[[-1,0],[1,0],[0,-1],[0,1]];function a(t){return.5-.25*Math.min(1,.5*t)}function o(t,e,r){var n,a,o,s,l,u,c,f,h,d,p,g,v,m=0;for(s=0;s&lt;e.length;s++){for(a=(n=e[s])[0],o=n[1],p=t[a][o],d=0,h=0,l=0;l&lt;4;l++)(c=t[a+(u=i[l])[0]])&amp;&amp;void 0!==(f=c[o+u[1]])&amp;&amp;(0===d?g=v=f:(g=Math.min(g,f),v=Math.max(v,f)),h++,d+=f);if(0===h)throw&quot;iterateInterp2d order is wrong: no defined neighbors&quot;;t[a][o]=d/h,void 0===p?h&lt;4&amp;&amp;(m=1):(t[a][o]=(1+r)*t[a][o]-r*p,v&gt;g&amp;&amp;(m=Math.max(m,Math.abs(t[a][o]-p)/(v-g))))}return m}e.exports=function(t,e){var r,i=1;for(o(t,e),r=0;r&lt;e.length&amp;&amp;!(e[r][2]&lt;4);r++);for(e=e.slice(r),r=0;r&lt;100&amp;&amp;i&gt;.01;r++)i=o(t,e,a(i));return i&gt;.01&amp;&amp;n.log(&quot;interp2d didn&#x27;t converge quickly&quot;,i),t}},{&quot;../../lib&quot;:495}],608:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../surface/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat;e.exports=l({x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},i:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},j:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},k:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;}),delaunayaxis:{valType:&quot;enumerated&quot;,values:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],dflt:&quot;z&quot;,editType:&quot;calc&quot;},alphahull:{valType:&quot;number&quot;,dflt:-1,editType:&quot;calc&quot;},intensity:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},color:{valType:&quot;color&quot;,editType:&quot;calc&quot;},vertexcolor:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},facecolor:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},transforms:void 0},n(&quot;&quot;,{colorAttr:&quot;`intensity`&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i,opacity:o.opacity,flatshading:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},contour:{show:l({},o.contours.x.show,{}),color:o.contours.x.color,width:o.contours.x.width,editType:&quot;calc&quot;},lightposition:{x:l({},o.lightposition.x,{dflt:1e5}),y:l({},o.lightposition.y,{dflt:1e5}),z:l({},o.lightposition.z,{dflt:0}),editType:&quot;calc&quot;},lighting:l({vertexnormalsepsilon:{valType:&quot;number&quot;,min:0,max:1,dflt:1e-12,editType:&quot;calc&quot;},facenormalsepsilon:{valType:&quot;number&quot;,min:0,max:1,dflt:1e-6,editType:&quot;calc&quot;},editType:&quot;calc&quot;},o.lighting),hoverinfo:l({},s.hoverinfo,{editType:&quot;calc&quot;})})},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../surface/attributes&quot;:654}],609:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){e.intensity&amp;&amp;n(t,e,{vals:e.intensity,containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],610:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-mesh3d&quot;),i=t(&quot;delaunay-triangulate&quot;),a=t(&quot;alpha-shape&quot;),o=t(&quot;convex-hull&quot;),s=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,l=t(&quot;../../lib/str2rgbarray&quot;),u=t(&quot;../../plots/gl3d/zip3&quot;);function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=&quot;&quot;,this.color=&quot;#fff&quot;,this.data=null,this.showContour=!1}var f=c.prototype;function h(t){for(var e=[],r=t.length,n=0;n&lt;r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o&lt;a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function p(t){for(var e=[],r=t.length,n=0;n&lt;r;n++)e[n]=Math.round(t[n]);return e}function g(t,e){for(var r=t.length,n=0;n&lt;r;n++)if(t[n]&lt;=-.5||t[n]&gt;=e-.5)return!1;return!0}f.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;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)&amp;&amp;void 0!==r[e]?t.textLabel=r[e]:r&amp;&amp;(t.textLabel=r),!0}},f.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,c=t.x.length,f=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&amp;&amp;t.j&amp;&amp;t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,c)||!g(t.j,c)||!g(t.k,c))return;n=u(p(t.i),p(t.j),p(t.k))}else n=0===t.alphahull?o(f):t.alphahull&gt;0?a(t.alphahull,f):function(t,e){for(var r=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;].indexOf(t),n=[],a=e.length,o=0;o&lt;a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,f);var v={positions:f,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};t.intensity?(this.color=&quot;#fff&quot;,v.vertexIntensity=t.intensity,v.vertexIntensityBounds=[t.cmin,t.cmax],v.colormap=s(t)):t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=h(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=h(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color)),this.mesh.update(v)},f.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 c(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../../plots/gl3d/zip3&quot;:581,&quot;alpha-shape&quot;:15,&quot;convex-hull&quot;:72,&quot;delaunay-triangulate&quot;:83,&quot;gl-mesh3d&quot;:139}],611:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./attributes&quot;);e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function u(t){var e=t.map(function(t){var e=l(t);return e&amp;&amp;i.isArrayOrTypedArray(e)?e:null});return e.every(function(t){return t&amp;&amp;t.length===e[0].length})&amp;&amp;e}u([&quot;x&quot;,&quot;y&quot;,&quot;z&quot;])?(u([&quot;i&quot;,&quot;j&quot;,&quot;k&quot;]),(!e.i||e.j&amp;&amp;e.k)&amp;&amp;(!e.j||e.k&amp;&amp;e.i)&amp;&amp;(!e.k||e.i&amp;&amp;e.j)?(n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],s),[&quot;lighting.ambient&quot;,&quot;lighting.diffuse&quot;,&quot;lighting.specular&quot;,&quot;lighting.roughness&quot;,&quot;lighting.fresnel&quot;,&quot;lighting.vertexnormalsepsilon&quot;,&quot;lighting.facenormalsepsilon&quot;,&quot;lightposition.x&quot;,&quot;lightposition.y&quot;,&quot;lightposition.z&quot;,&quot;contour.show&quot;,&quot;contour.color&quot;,&quot;contour.width&quot;,&quot;colorscale&quot;,&quot;reversescale&quot;,&quot;flatshading&quot;,&quot;alphahull&quot;,&quot;delaunayaxis&quot;,&quot;opacity&quot;].forEach(function(t){l(t)}),&quot;intensity&quot;in t?(l(&quot;intensity&quot;),a(t,e,s,l,{prefix:&quot;&quot;,cLetter:&quot;c&quot;})):(e.showscale=!1,&quot;facecolor&quot;in t?l(&quot;facecolor&quot;):&quot;vertexcolor&quot;in t?l(&quot;vertexcolor&quot;):l(&quot;color&quot;,r)),l(&quot;text&quot;),l(&quot;hovertext&quot;),l(&quot;hovertemplate&quot;),e._length=null):e.visible=!1):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:608}],612:[function(t,e,r){&quot;use strict&quot;;var n={};n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.calc=t(&quot;./calc&quot;),n.colorbar={min:&quot;cmin&quot;,max:&quot;cmax&quot;},n.plot=t(&quot;./convert&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;mesh3d&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;],n.meta={},e.exports=n},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:608,&quot;./calc&quot;:609,&quot;./convert&quot;:610,&quot;./defaults&quot;:611}],613:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(&quot;.&quot;)&amp;&amp;(r=r.replace(/[.]?0+$/,&quot;&quot;)),n.numSeparate(r,e)+&quot;%&quot;},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(&quot;.&quot;)&amp;&amp;(r=r.replace(/[.]?0+$/,&quot;&quot;)),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r&lt;e.length;r++){var n=t[e[r]];if(n||0===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{&quot;../../lib&quot;:495}],614:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;./helpers&quot;).castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style({&quot;stroke-width&quot;:s}).call(n.fill,e.color).call(n.stroke,o)}},{&quot;../../components/color&quot;:376,&quot;./helpers&quot;:613}],615:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e){for(var r=0;r&lt;t.length;r++)t[r].i=r;n.mergeArray(e.text,t,&quot;tx&quot;),n.mergeArray(e.hovertext,t,&quot;htx&quot;),n.mergeArray(e.customdata,t,&quot;data&quot;),n.mergeArray(e.textposition,t,&quot;tp&quot;),e.textfont&amp;&amp;(n.mergeArray(e.textfont.size,t,&quot;ts&quot;),n.mergeArray(e.textfont.color,t,&quot;tc&quot;),n.mergeArray(e.textfont.family,t,&quot;tf&quot;));var i=e.marker;if(i){n.mergeArray(i.size,t,&quot;ms&quot;),n.mergeArray(i.opacity,t,&quot;mo&quot;),n.mergeArray(i.symbol,t,&quot;mx&quot;),n.mergeArray(i.color,t,&quot;mc&quot;);var a=i.line;i.line&amp;&amp;(n.mergeArray(a.color,t,&quot;mlc&quot;),n.mergeArray(a.width,t,&quot;mlw&quot;));var o=i.gradient;o&amp;&amp;&quot;none&quot;!==o.type&amp;&amp;(n.mergeArray(o.type,t,&quot;mgt&quot;),n.mergeArray(o.color,t,&quot;mgc&quot;))}}},{&quot;../../lib&quot;:495}],616:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/fx/hovertemplate_attributes&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/colorbar/attributes&quot;),o=t(&quot;../../plots/font_attributes&quot;),s=t(&quot;../../components/drawing/attributes&quot;).dash,l=t(&quot;../../components/drawing&quot;),u=t(&quot;./constants&quot;),c=t(&quot;../../lib/extend&quot;).extendFlat;e.exports={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},x0:{valType:&quot;any&quot;,dflt:0,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},dx:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;,anim:!0},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},y0:{valType:&quot;any&quot;,dflt:0,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},dy:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;,anim:!0},stackgroup:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],editType:&quot;calc&quot;},groupnorm:{valType:&quot;enumerated&quot;,values:[&quot;&quot;,&quot;fraction&quot;,&quot;percent&quot;],dflt:&quot;&quot;,editType:&quot;calc&quot;},stackgaps:{valType:&quot;enumerated&quot;,values:[&quot;infer zero&quot;,&quot;interpolate&quot;],dflt:&quot;infer zero&quot;,editType:&quot;calc&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;style&quot;},mode:{valType:&quot;flaglist&quot;,flags:[&quot;lines&quot;,&quot;markers&quot;,&quot;text&quot;],extras:[&quot;none&quot;],editType:&quot;calc&quot;},hoveron:{valType:&quot;flaglist&quot;,flags:[&quot;points&quot;,&quot;fills&quot;],editType:&quot;style&quot;},hovertemplate:n({},{keys:u.eventDataKeys}),line:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;,anim:!0},width:{valType:&quot;number&quot;,min:0,dflt:2,editType:&quot;style&quot;,anim:!0},shape:{valType:&quot;enumerated&quot;,values:[&quot;linear&quot;,&quot;spline&quot;,&quot;hv&quot;,&quot;vh&quot;,&quot;hvh&quot;,&quot;vhv&quot;],dflt:&quot;linear&quot;,editType:&quot;plot&quot;},smoothing:{valType:&quot;number&quot;,min:0,max:1.3,dflt:1,editType:&quot;plot&quot;},dash:c({},s,{editType:&quot;style&quot;}),simplify:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},editType:&quot;plot&quot;},connectgaps:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},cliponaxis:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},fill:{valType:&quot;enumerated&quot;,values:[&quot;none&quot;,&quot;tozeroy&quot;,&quot;tozerox&quot;,&quot;tonexty&quot;,&quot;tonextx&quot;,&quot;toself&quot;,&quot;tonext&quot;],editType:&quot;calc&quot;},fillcolor:{valType:&quot;color&quot;,editType:&quot;style&quot;,anim:!0},marker:c({symbol:{valType:&quot;enumerated&quot;,values:l.symbolList,dflt:&quot;circle&quot;,arrayOk:!0,editType:&quot;style&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,arrayOk:!0,editType:&quot;style&quot;,anim:!0},size:{valType:&quot;number&quot;,min:0,dflt:6,arrayOk:!0,editType:&quot;calc&quot;,anim:!0},maxdisplayed:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},sizeref:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;},sizemin:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc&quot;},sizemode:{valType:&quot;enumerated&quot;,values:[&quot;diameter&quot;,&quot;area&quot;],dflt:&quot;diameter&quot;,editType:&quot;calc&quot;},colorbar:a,line:c({width:{valType:&quot;number&quot;,min:0,arrayOk:!0,editType:&quot;style&quot;,anim:!0},editType:&quot;calc&quot;},i(&quot;marker.line&quot;,{anim:!0})),gradient:{type:{valType:&quot;enumerated&quot;,values:[&quot;radial&quot;,&quot;horizontal&quot;,&quot;vertical&quot;,&quot;none&quot;],arrayOk:!0,dflt:&quot;none&quot;,editType:&quot;calc&quot;},color:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;calc&quot;},editType:&quot;calc&quot;},editType:&quot;calc&quot;},i(&quot;marker&quot;,{anim:!0})),selected:{marker:{opacity:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},size:{valType:&quot;number&quot;,min:0,editType:&quot;style&quot;},editType:&quot;style&quot;},textfont:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;},editType:&quot;style&quot;},editType:&quot;style&quot;},unselected:{marker:{opacity:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},size:{valType:&quot;number&quot;,min:0,editType:&quot;style&quot;},editType:&quot;style&quot;},textfont:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;},editType:&quot;style&quot;},editType:&quot;style&quot;},textposition:{valType:&quot;enumerated&quot;,values:[&quot;top left&quot;,&quot;top center&quot;,&quot;top right&quot;,&quot;middle left&quot;,&quot;middle center&quot;,&quot;middle right&quot;,&quot;bottom left&quot;,&quot;bottom center&quot;,&quot;bottom right&quot;],dflt:&quot;middle center&quot;,arrayOk:!0,editType:&quot;calc&quot;},textfont:o({editType:&quot;calc&quot;,colorEditType:&quot;style&quot;,arrayOk:!0}),r:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},t:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;}}},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/drawing&quot;:397,&quot;../../components/drawing/attributes&quot;:396,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/font_attributes&quot;:567,&quot;./constants&quot;:620}],617:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../constants/numerical&quot;).BADNUM,s=t(&quot;./subtypes&quot;),l=t(&quot;./colorscale_calc&quot;),u=t(&quot;./arrays_to_calcdata&quot;),c=t(&quot;./calc_selection&quot;);function f(t,e,r,n,i,o,l){var u=e._length,c=t._fullLayout,f=r._id,h=n._id,d=c._firstScatter[p(e)]===e.uid,v=(g(e,c,r,n)||{}).orientation,m=e.fill;r._minDtick=0,n._minDtick=0;var y={padded:!0},b={padded:!0};l&amp;&amp;(y.ppad=b.ppad=l);var x=u&lt;2||i[0]!==i[u-1]||o[0]!==o[u-1];x&amp;&amp;(&quot;tozerox&quot;===m||&quot;tonextx&quot;===m&amp;&amp;(d||&quot;h&quot;===v))?y.tozero=!0:(e.error_y||{}).visible||&quot;tonexty&quot;!==m&amp;&amp;&quot;tozeroy&quot;!==m&amp;&amp;(s.hasMarkers(e)||s.hasText(e))||(y.padded=!1,y.ppad=0),x&amp;&amp;(&quot;tozeroy&quot;===m||&quot;tonexty&quot;===m&amp;&amp;(d||&quot;v&quot;===v))?b.tozero=!0:&quot;tonextx&quot;!==m&amp;&amp;&quot;tozerox&quot;!==m||(b.padded=!1),f&amp;&amp;(e._extremes[f]=a.findExtremes(r,i,y)),h&amp;&amp;(e._extremes[h]=a.findExtremes(n,o,b))}function h(t,e){if(s.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=&quot;area&quot;===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var l={type:&quot;linear&quot;};a.setConvert(l);for(var u=l.makeCalcdata(t.marker,&quot;size&quot;),c=new Array(e),f=0;f&lt;e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function d(t,e){var r=p(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function p(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?&quot;-&quot;+e:&quot;&quot;)}function g(t,e,r,n){var i=t.stackgroup;if(i){var a=e._scatterStackOpts[r._id+n._id][i],o=&quot;v&quot;===a.orientation?n:r;return&quot;linear&quot;===o.type||&quot;log&quot;===o.type?a:void 0}}e.exports={calc:function(t,e){var r,s,p,v,m,y,b=t._fullLayout,x=a.getFromId(t,e.xaxis||&quot;x&quot;),_=a.getFromId(t,e.yaxis||&quot;y&quot;),w=x.makeCalcdata(e,&quot;x&quot;),A=_.makeCalcdata(e,&quot;y&quot;),M=e._length,T=new Array(M),k=e.ids,E=g(e,b,x,_),L=!1;d(b,e);var S,C=&quot;x&quot;,O=&quot;y&quot;;for(E?(i.pushUnique(E.traceIndices,e._expandedIndex),(r=&quot;v&quot;===E.orientation)?(O=&quot;s&quot;,S=&quot;x&quot;):(C=&quot;s&quot;,S=&quot;y&quot;),m=&quot;interpolate&quot;===E.stackgaps):f(t,e,x,_,w,A,h(e,M)),s=0;s&lt;M;s++){var R=T[s]={},P=n(w[s]),z=n(A[s]);P&amp;&amp;z?(R[C]=w[s],R[O]=A[s]):E&amp;&amp;(r?P:z)?(R[S]=r?w[s]:A[s],R.gap=!0,m?(R.s=o,L=!0):R.s=0):R[C]=R[O]=o,k&amp;&amp;(R.id=String(k[s]))}if(u(T,e),l(t,e),c(T,e),E){for(s=0;s&lt;T.length;)T[s][S]===o?T.splice(s,1):s++;if(i.sort(T,function(t,e){return t[S]-e[S]||t.i-e.i}),L){for(s=0;s&lt;T.length-1&amp;&amp;T[s].gap;)s++;for((y=T[s].s)||(y=T[s].s=0),p=0;p&lt;s;p++)T[p].s=y;for(v=T.length-1;v&gt;s&amp;&amp;T[v].gap;)v--;for(y=T[v].s,p=T.length-1;p&gt;v;p--)T[p].s=y;for(;s&lt;v;)if(T[++s].gap){for(p=s+1;T[p].gap;)p++;for(var I=T[s-1][S],N=T[s-1].s,D=(T[p].s-N)/(T[p][S]-I);s&lt;p;)T[s].s=N+(T[s][S]-I)*D,s++}}}return T},calcMarkerSize:h,calcAxisExpansion:f,setFirstScatter:d,getStackOpts:g}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./arrays_to_calcdata&quot;:615,&quot;./calc_selection&quot;:618,&quot;./colorscale_calc&quot;:619,&quot;./subtypes&quot;:640,&quot;fast-isnumeric&quot;:90}],618:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e){n.isArrayOrTypedArray(e.selectedpoints)&amp;&amp;n.tagSelected(t,e)}},{&quot;../../lib&quot;:495}],619:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,i=t(&quot;../../components/colorscale/calc&quot;),a=t(&quot;./subtypes&quot;);e.exports=function(t,e){a.hasLines(e)&amp;&amp;n(e,&quot;line&quot;)&amp;&amp;i(t,e,{vals:e.line.color,containerStr:&quot;line&quot;,cLetter:&quot;c&quot;}),a.hasMarkers(e)&amp;&amp;(n(e,&quot;marker&quot;)&amp;&amp;i(t,e,{vals:e.marker.color,containerStr:&quot;marker&quot;,cLetter:&quot;c&quot;}),n(e,&quot;marker.line&quot;)&amp;&amp;i(t,e,{vals:e.marker.line.color,containerStr:&quot;marker.line&quot;,cLetter:&quot;c&quot;}))}},{&quot;../../components/colorscale/calc&quot;:384,&quot;../../components/colorscale/helpers&quot;:387,&quot;./subtypes&quot;:640}],620:[function(t,e,r){&quot;use strict&quot;;e.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},{}],621:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./calc&quot;);function i(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&amp;&amp;r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&amp;&amp;(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete t[1].trace)}e.exports=function(t,e){var r=e.xaxis,a=e.yaxis,o=r._id+a._id,s=t._fullLayout._scatterStackOpts[o];if(s){var l,u,c,f,h,d,p,g,v,m,y,b,x,_,w,A=t.calcdata;for(var M in s){var T=(m=s[M]).traceIndices;if(T.length){for(y=&quot;interpolate&quot;===m.stackgaps,b=m.groupnorm,&quot;v&quot;===m.orientation?(x=&quot;x&quot;,_=&quot;y&quot;):(x=&quot;y&quot;,_=&quot;x&quot;),w=new Array(T.length),l=0;l&lt;w.length;l++)w[l]=!1;d=A[T[0]];var k=new Array(d.length);for(l=0;l&lt;d.length;l++)k[l]=d[l][x];for(l=1;l&lt;T.length;l++){for(h=A[T[l]],u=c=0;u&lt;h.length;u++){for(p=h[u][x];p&gt;k[c]&amp;&amp;c&lt;k.length;c++)i(h,u,k[c],l,w,y,x),u++;if(p!==k[c]){for(f=0;f&lt;l;f++)i(A[T[f]],c,p,f,w,y,x);k.splice(c,0,p)}c++}for(;c&lt;k.length;c++)i(h,u,k[c],l,w,y,x),u++}var E=k.length;for(u=0;u&lt;d.length;u++){for(g=d[u][_]=d[u].s,l=1;l&lt;T.length;l++)(h=A[T[l]])[0].trace._rawLength=h[0].trace._length,h[0].trace._length=E,g+=h[u].s,h[u][_]=g;if(b)for(v=(&quot;fraction&quot;===b?g:g/100)||1,l=0;l&lt;T.length;l++){var L=A[T[l]][u];L[_]/=v,L.sNorm=L.s/v}}for(l=0;l&lt;T.length;l++){var S=(h=A[T[l]])[0].trace,C=n.calcMarkerSize(S,S._rawLength),O=Array.isArray(C);if(C&amp;&amp;w[l]||O){var R=C;for(C=new Array(E),u=0;u&lt;E;u++)C[u]=h[u].gap?0:O?R[h[u].i]:R}var P=new Array(E),z=new Array(E);for(u=0;u&lt;E;u++)P[u]=h[u].x,z[u]=h[u].y;n.calcAxisExpansion(t,S,r,a,P,z,C),h[0].t.orientation=m.orientation}}}}}},{&quot;./calc&quot;:617}],622:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=0;e&lt;t.length;e++){var r=t[e];if(&quot;scatter&quot;===r.type){var n=r.fill;if(&quot;none&quot;!==n&amp;&amp;&quot;toself&quot;!==n&amp;&amp;(r.opacity=void 0,&quot;tonexty&quot;===n||&quot;tonextx&quot;===n))for(var i=e-1;i&gt;=0;i--){var a=t[i];if(&quot;scatter&quot;===a.type&amp;&amp;a.xaxis===r.xaxis&amp;&amp;a.yaxis===r.yaxis){a.opacity=void 0;break}}}}}},{}],623:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;),s=t(&quot;./subtypes&quot;),l=t(&quot;./xy_defaults&quot;),u=t(&quot;./stack_defaults&quot;),c=t(&quot;./marker_defaults&quot;),f=t(&quot;./line_defaults&quot;),h=t(&quot;./line_shape_defaults&quot;),d=t(&quot;./text_defaults&quot;),p=t(&quot;./fillcolor_defaults&quot;);e.exports=function(t,e,r,g){function v(r,i){return n.coerce(t,e,a,r,i)}var m=l(t,e,g,v);if(m||(e.visible=!1),e.visible){var y=u(t,e,g,v),b=!y&amp;&amp;m&lt;o.PTS_LINESONLY?&quot;lines+markers&quot;:&quot;lines&quot;;v(&quot;text&quot;),v(&quot;hovertext&quot;),v(&quot;mode&quot;,b),s.hasLines(e)&amp;&amp;(f(t,e,r,g,v),h(t,e,v),v(&quot;connectgaps&quot;),v(&quot;line.simplify&quot;)),s.hasMarkers(e)&amp;&amp;c(t,e,r,g,v,{gradient:!0}),s.hasText(e)&amp;&amp;d(t,e,g,v);var x=[];(s.hasMarkers(e)||s.hasText(e))&amp;&amp;(v(&quot;cliponaxis&quot;),v(&quot;marker.maxdisplayed&quot;),x.push(&quot;points&quot;)),v(&quot;fill&quot;,y?y.fillDflt:&quot;none&quot;),&quot;none&quot;!==e.fill&amp;&amp;(p(t,e,r,v),s.hasLines(e)||h(t,e,v));var _=(e.line||{}).color,w=(e.marker||{}).color;&quot;tonext&quot;!==e.fill&amp;&amp;&quot;toself&quot;!==e.fill||x.push(&quot;fills&quot;),v(&quot;hoveron&quot;,x.join(&quot;+&quot;)||&quot;points&quot;),&quot;fills&quot;!==e.hoveron&amp;&amp;v(&quot;hovertemplate&quot;);var A=i.getComponentMethod(&quot;errorbars&quot;,&quot;supplyDefaults&quot;);A(t,e,_||w||r,{axis:&quot;y&quot;}),A(t,e,_||w||r,{axis:&quot;x&quot;,inherit:&quot;y&quot;}),n.coerceSelectionMarkerOpacity(e,v)}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:616,&quot;./constants&quot;:620,&quot;./fillcolor_defaults&quot;:625,&quot;./line_defaults&quot;:629,&quot;./line_shape_defaults&quot;:631,&quot;./marker_defaults&quot;:635,&quot;./stack_defaults&quot;:638,&quot;./subtypes&quot;:640,&quot;./text_defaults&quot;:641,&quot;./xy_defaults&quot;:642}],624:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);function i(t){return t||0===t}e.exports=function(t,e,r){var a=Array.isArray(r)?function(t){r.push(t)}:function(t){r.text=t},o=n.extractOption(t,e,&quot;htx&quot;,&quot;hovertext&quot;);if(i(o))return a(o);var s=n.extractOption(t,e,&quot;tx&quot;,&quot;text&quot;);return i(s)?a(s):void 0}},{&quot;../../lib&quot;:495}],625:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../lib&quot;).isArrayOrTypedArray;e.exports=function(t,e,r,a){var o=!1;if(e.marker){var s=e.marker.color,l=(e.marker.line||{}).color;s&amp;&amp;!i(s)?o=s:l&amp;&amp;!i(l)&amp;&amp;(o=l)}a(&quot;fillcolor&quot;,n.addOpacity((e.line||{}).color||o||r,.5))}},{&quot;../../components/color&quot;:376,&quot;../../lib&quot;:495}],626:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;./subtypes&quot;);e.exports=function(t,e){var r,a;if(&quot;lines&quot;===t.mode)return(r=t.line.color)&amp;&amp;n.opacity(r)?r:t.fillcolor;if(&quot;none&quot;===t.mode)return t.fill?t.fillcolor:&quot;&quot;;var o=e.mcc||(t.marker||{}).color,s=e.mlcc||((t.marker||{}).line||{}).color;return(a=o&amp;&amp;n.opacity(o)?o:s&amp;&amp;n.opacity(s)&amp;&amp;(e.mlw||((t.marker||{}).line||{}).width)?s:&quot;&quot;)?n.opacity(a)&lt;.3?n.addOpacity(a,.3):a:(r=(t.line||{}).color)&amp;&amp;n.opacity(r)&amp;&amp;i.hasLines(t)&amp;&amp;t.line.width?r:t.fillcolor}},{&quot;../../components/color&quot;:376,&quot;./subtypes&quot;:640}],627:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/fx&quot;),a=t(&quot;../../registry&quot;),o=t(&quot;./get_trace_color&quot;),s=t(&quot;../../components/color&quot;),l=t(&quot;./fill_hover_text&quot;);e.exports=function(t,e,r,u){var c=t.cd,f=c[0].trace,h=t.xa,d=t.ya,p=h.c2p(e),g=d.c2p(r),v=[p,g],m=f.hoveron||&quot;&quot;,y=-1!==f.mode.indexOf(&quot;markers&quot;)?3:.5;if(-1!==m.indexOf(&quot;points&quot;)){var b=function(t){var e=Math.max(y,t.mrc||0),r=h.c2p(t.x)-p,n=d.c2p(t.y)-g;return Math.max(Math.sqrt(r*r+n*n)-e,1-y/e)},x=i.getDistanceFunction(u,function(t){var e=Math.max(3,t.mrc||0),r=1-1/e,n=Math.abs(h.c2p(t.x)-p);return n&lt;e?r*n/e:n-e+r},function(t){var e=Math.max(3,t.mrc||0),r=1-1/e,n=Math.abs(d.c2p(t.y)-g);return n&lt;e?r*n/e:n-e+r},b);if(i.getClosest(c,x,t),!1!==t.index){var _=c[t.index],w=h.c2p(_.x,!0),A=d.c2p(_.y,!0),M=_.mrc||1;t.index=_.i;var T=c[0].t.orientation,k=T&amp;&amp;(_.sNorm||_.s),E=&quot;h&quot;===T?k:_.x,L=&quot;v&quot;===T?k:_.y;return n.extendFlat(t,{color:o(f,_),x0:w-M,x1:w+M,xLabelVal:E,y0:A-M,y1:A+M,yLabelVal:L,spikeDistance:b(_),hovertemplate:f.hovertemplate}),l(_,f,t),a.getComponentMethod(&quot;errorbars&quot;,&quot;hoverInfo&quot;)(_,f,t),[t]}}if(-1!==m.indexOf(&quot;fills&quot;)&amp;&amp;f._polygons){var S,C,O,R,P,z,I,N,D,F=f._polygons,j=[],B=!1,U=1/0,V=-1/0,H=1/0,q=-1/0;for(S=0;S&lt;F.length;S++)(O=F[S]).contains(v)&amp;&amp;(B=!B,j.push(O),H=Math.min(H,O.ymin),q=Math.max(q,O.ymax));if(B){var G=((H=Math.max(H,0))+(q=Math.min(q,d._length)))/2;for(S=0;S&lt;j.length;S++)for(R=j[S].pts,C=1;C&lt;R.length;C++)(N=R[C-1][1])&gt;G!=(D=R[C][1])&gt;=G&amp;&amp;(z=R[C-1][0],I=R[C][0],D-N&amp;&amp;(P=z+(I-z)*(G-N)/(D-N),U=Math.min(U,P),V=Math.max(V,P)));U=Math.max(U,0),V=Math.min(V,h._length);var X=s.defaultLine;return s.opacity(f.fillcolor)?X=f.fillcolor:s.opacity((f.line||{}).color)&amp;&amp;(X=f.line.color),n.extendFlat(t,{distance:t.maxHoverDistance,x0:U,x1:V,y0:G,y1:G,color:X,hovertemplate:!1}),delete t.index,f.text&amp;&amp;!Array.isArray(f.text)?t.text=String(f.text):t.text=f.name,[t]}}}},{&quot;../../components/color&quot;:376,&quot;../../components/fx&quot;:415,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./fill_hover_text&quot;:624,&quot;./get_trace_color&quot;:626}],628:[function(t,e,r){&quot;use strict&quot;;var n={},i=t(&quot;./subtypes&quot;);n.hasLines=i.hasLines,n.hasMarkers=i.hasMarkers,n.hasText=i.hasText,n.isBubble=i.isBubble,n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.crossTraceDefaults=t(&quot;./cross_trace_defaults&quot;),n.calc=t(&quot;./calc&quot;).calc,n.crossTraceCalc=t(&quot;./cross_trace_calc&quot;),n.arraysToCalcdata=t(&quot;./arrays_to_calcdata&quot;),n.plot=t(&quot;./plot&quot;),n.colorbar=t(&quot;./marker_colorbar&quot;),n.style=t(&quot;./style&quot;).style,n.styleOnSelect=t(&quot;./style&quot;).styleOnSelect,n.hoverPoints=t(&quot;./hover&quot;),n.selectPoints=t(&quot;./select&quot;),n.animatable=!0,n.moduleType=&quot;trace&quot;,n.name=&quot;scatter&quot;,n.basePlotModule=t(&quot;../../plots/cartesian&quot;),n.categories=[&quot;cartesian&quot;,&quot;svg&quot;,&quot;symbols&quot;,&quot;errorBarsOK&quot;,&quot;showLegend&quot;,&quot;scatter-like&quot;,&quot;zoomScale&quot;],n.meta={},e.exports=n},{&quot;../../plots/cartesian&quot;:552,&quot;./arrays_to_calcdata&quot;:615,&quot;./attributes&quot;:616,&quot;./calc&quot;:617,&quot;./cross_trace_calc&quot;:621,&quot;./cross_trace_defaults&quot;:622,&quot;./defaults&quot;:623,&quot;./hover&quot;:627,&quot;./marker_colorbar&quot;:634,&quot;./plot&quot;:636,&quot;./select&quot;:637,&quot;./style&quot;:639,&quot;./subtypes&quot;:640}],629:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;).isArrayOrTypedArray,i=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,a=t(&quot;../../components/colorscale/defaults&quot;);e.exports=function(t,e,r,o,s,l){var u=(t.marker||{}).color;(s(&quot;line.color&quot;,r),i(t,&quot;line&quot;))?a(t,e,o,s,{prefix:&quot;line.&quot;,cLetter:&quot;c&quot;}):s(&quot;line.color&quot;,!n(u)&amp;&amp;u||r);s(&quot;line.width&quot;),(l||{}).noDash||s(&quot;line.dash&quot;)}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../components/colorscale/helpers&quot;:387,&quot;../../lib&quot;:495}],630:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../constants/numerical&quot;),i=n.BADNUM,a=n.LOG_CLIP,o=a+.5,s=a-.5,l=t(&quot;../../lib&quot;),u=l.segmentsIntersect,c=l.constrain,f=t(&quot;./constants&quot;);e.exports=function(t,e){var r,n,a,h,d,p,g,v,m,y,b,x,_,w,A,M,T,k,E=e.xaxis,L=e.yaxis,S=&quot;log&quot;===E.type,C=&quot;log&quot;===L.type,O=E._length,R=L._length,P=e.connectGaps,z=e.baseTolerance,I=e.shape,N=&quot;linear&quot;===I,D=e.fill&amp;&amp;&quot;none&quot;!==e.fill,F=[],j=f.minTolerance,B=t.length,U=new Array(B),V=0;function H(e){var r=t[e];if(!r)return!1;var n=E.c2p(r.x),a=L.c2p(r.y);if(n===i){if(S&amp;&amp;(n=E.c2p(r.x,!0)),n===i)return!1;C&amp;&amp;a===i&amp;&amp;(n*=Math.abs(E._m*R*(E._m&gt;0?o:s)/(L._m*O*(L._m&gt;0?o:s)))),n*=1e3}if(a===i){if(C&amp;&amp;(a=L.c2p(r.y,!0)),a===i)return!1;a*=1e3}return[n,a]}function q(t,e,r,n){var i=r-t,a=n-e,o=.5-t,s=.5-e,l=i*i+a*a,u=i*o+a*s;if(u&gt;0&amp;&amp;u&lt;l){var c=o*a-s*i;if(c*c&lt;l)return!0}}function G(t,e){var r=t[0]/O,n=t[1]/R,i=Math.max(0,-r,r-1,-n,n-1);return i&amp;&amp;void 0!==T&amp;&amp;q(r,n,T,k)&amp;&amp;(i=0),i&amp;&amp;e&amp;&amp;q(r,n,e[0]/O,e[1]/R)&amp;&amp;(i=0),(1+f.toleranceGrowth*i)*z}function X(t,e){var r=t[0]-e[0],n=t[1]-e[1];return Math.sqrt(r*r+n*n)}var W,Y,Z,Q,$,J,K,tt=f.maxScreensAway,et=-O*tt,rt=O*(1+tt),nt=-R*tt,it=R*(1+tt),at=[[et,nt,rt,nt],[rt,nt,rt,it],[rt,it,et,it],[et,it,et,nt]];function ot(t){if(t[0]&lt;et||t[0]&gt;rt||t[1]&lt;nt||t[1]&gt;it)return[c(t[0],et,rt),c(t[1],nt,it)]}function st(t,e){return t[0]===e[0]&amp;&amp;(t[0]===et||t[0]===rt)||(t[1]===e[1]&amp;&amp;(t[1]===nt||t[1]===it)||void 0)}function lt(t,e,r){return function(n,i){var a=ot(n),o=ot(i),s=[];if(a&amp;&amp;o&amp;&amp;st(a,o))return s;a&amp;&amp;s.push(a),o&amp;&amp;s.push(o);var u=2*l.constrain((n[t]+i[t])/2,e,r)-((a||n)[t]+(o||i)[t]);u&amp;&amp;((a&amp;&amp;o?u&gt;0==a[t]&gt;o[t]?a:o:a||o)[t]+=u);return s}}function ut(t){var e=t[0],r=t[1],n=e===U[V-1][0],i=r===U[V-1][1];if(!n||!i)if(V&gt;1){var a=e===U[V-2][0],o=r===U[V-2][1];n&amp;&amp;(e===et||e===rt)&amp;&amp;a?o?V--:U[V-1]=t:i&amp;&amp;(r===nt||r===it)&amp;&amp;o?a?V--:U[V-1]=t:U[V++]=t}else U[V++]=t}function ct(t){U[V-1][0]!==t[0]&amp;&amp;U[V-1][1]!==t[1]&amp;&amp;ut([Z,Q]),ut(t),$=null,Z=Q=0}function ft(t){if(T=t[0]/O,k=t[1]/R,W=t[0]&lt;et?et:t[0]&gt;rt?rt:0,Y=t[1]&lt;nt?nt:t[1]&gt;it?it:0,W||Y){if(V)if($){var e=K($,t);e.length&gt;1&amp;&amp;(ct(e[0]),U[V++]=e[1])}else J=K(U[V-1],t)[0],U[V++]=J;else U[V++]=[W||t[0],Y||t[1]];var r=U[V-1];W&amp;&amp;Y&amp;&amp;(r[0]!==W||r[1]!==Y)?($&amp;&amp;(Z!==W&amp;&amp;Q!==Y?ut(Z&amp;&amp;Q?(n=$,a=(i=t)[0]-n[0],o=(i[1]-n[1])/a,(n[1]*i[0]-i[1]*n[0])/a&gt;0?[o&gt;0?et:rt,it]:[o&gt;0?rt:et,nt]):[Z||W,Q||Y]):Z&amp;&amp;Q&amp;&amp;ut([Z,Q])),ut([W,Y])):Z-W&amp;&amp;Q-Y&amp;&amp;ut([W||Z,Y||Q]),$=t,Z=W,Q=Y}else $&amp;&amp;ct(K($,t)[0]),U[V++]=t;var n,i,a,o}for(&quot;linear&quot;===I||&quot;spline&quot;===I?K=function(t,e){for(var r=[],n=0,i=0;i&lt;4;i++){var a=at[i],o=u(t[0],t[1],e[0],e[1],a[0],a[1],a[2],a[3]);o&amp;&amp;(!n||Math.abs(o.x-r[0][0])&gt;1||Math.abs(o.y-r[0][1])&gt;1)&amp;&amp;(o=[o.x,o.y],n&amp;&amp;X(o,t)&lt;X(r[0],t)?r.unshift(o):r.push(o),n++)}return r}:&quot;hv&quot;===I||&quot;vh&quot;===I?K=function(t,e){var r=[],n=ot(t),i=ot(e);return n&amp;&amp;i&amp;&amp;st(n,i)?r:(n&amp;&amp;r.push(n),i&amp;&amp;r.push(i),r)}:&quot;hvh&quot;===I?K=lt(0,et,rt):&quot;vhv&quot;===I&amp;&amp;(K=lt(1,nt,it)),r=0;r&lt;B;r++)if(n=H(r)){for(V=0,$=null,ft(n),r++;r&lt;B;r++){if(!(h=H(r))){if(P)continue;break}if(N&amp;&amp;e.simplify){var ht=H(r+1);if(y=X(h,n),D&amp;&amp;(0===V||V===B-1)||!(y&lt;G(h,ht)*j)){for(v=[(h[0]-n[0])/y,(h[1]-n[1])/y],d=n,b=y,x=w=A=0,g=!1,a=h,r++;r&lt;t.length;r++){if(p=ht,ht=H(r+1),!p){if(P)continue;break}if(M=(m=[p[0]-n[0],p[1]-n[1]])[0]*v[1]-m[1]*v[0],w=Math.min(w,M),(A=Math.max(A,M))-w&gt;G(p,ht))break;a=p,(_=m[0]*v[0]+m[1]*v[1])&gt;b?(b=_,h=p,g=!1):_&lt;x&amp;&amp;(x=_,d=p,g=!0)}if(g?(ft(h),a!==d&amp;&amp;ft(d)):(d!==n&amp;&amp;ft(d),a!==h&amp;&amp;ft(h)),ft(a),r&gt;=t.length||!p)break;ft(p),n=p}}else ft(h)}$&amp;&amp;ut([Z||$[0],Q||$[1]]),F.push(U.slice(0,V))}return F}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;./constants&quot;:620}],631:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){&quot;spline&quot;===r(&quot;line.shape&quot;)&amp;&amp;r(&quot;line.smoothing&quot;)}},{}],632:[function(t,e,r){&quot;use strict&quot;;var n={tonextx:1,tonexty:1,tonext:1};e.exports=function(t,e,r){var i,a,o,s,l,u={},c=!1,f=-1,h=0,d=-1;for(a=0;a&lt;r.length;a++)(o=(i=r[a][0].trace).stackgroup||&quot;&quot;)?o in u?l=u[o]:(l=u[o]=h,h++):i.fill in n&amp;&amp;d&gt;=0?l=d:(l=d=h,h++),l&lt;f&amp;&amp;(c=!0),i._groupIndex=f=l;var p=r.slice();c&amp;&amp;p.sort(function(t,e){var r=t[0].trace,n=e[0].trace;return r._groupIndex-n._groupIndex||r.index-n.index});var g={};for(a=0;a&lt;p.length;a++)o=(i=p[a][0].trace).stackgroup||&quot;&quot;,!0===i.visible?(i._nexttrace=null,i.fill in n&amp;&amp;(s=g[o],i._prevtrace=s||null,s&amp;&amp;(s._nexttrace=i)),i._ownfill=i.fill&amp;&amp;(&quot;tozero&quot;===i.fill.substr(0,6)||&quot;toself&quot;===i.fill||&quot;to&quot;===i.fill.substr(0,2)&amp;&amp;!i._prevtrace),g[o]=i):i._prevtrace=i._nexttrace=i._ownfill=null;return p}},{}],633:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;);e.exports=function(t){var e=t.marker,r=e.sizeref||1,i=e.sizemin||0,a=&quot;area&quot;===e.sizemode?function(t){return Math.sqrt(t/r)}:function(t){return t/r};return function(t){var e=a(t/2);return n(e)&amp;&amp;e&gt;0?Math.max(e,i):0}}},{&quot;fast-isnumeric&quot;:90}],634:[function(t,e,r){&quot;use strict&quot;;e.exports={container:&quot;marker&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}},{}],635:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./subtypes&quot;);e.exports=function(t,e,r,s,l,u){var c=o.isBubble(t),f=(t.line||{}).color;(u=u||{},f&amp;&amp;(r=f),l(&quot;marker.symbol&quot;),l(&quot;marker.opacity&quot;,c?.7:1),l(&quot;marker.size&quot;),l(&quot;marker.color&quot;,r),i(t,&quot;marker&quot;)&amp;&amp;a(t,e,s,l,{prefix:&quot;marker.&quot;,cLetter:&quot;c&quot;}),u.noSelect||(l(&quot;selected.marker.color&quot;),l(&quot;unselected.marker.color&quot;),l(&quot;selected.marker.size&quot;),l(&quot;unselected.marker.size&quot;)),u.noLine||(l(&quot;marker.line.color&quot;,f&amp;&amp;!Array.isArray(f)&amp;&amp;e.marker.color!==f?f:c?n.background:n.defaultLine),i(t,&quot;marker.line&quot;)&amp;&amp;a(t,e,s,l,{prefix:&quot;marker.line.&quot;,cLetter:&quot;c&quot;}),l(&quot;marker.line.width&quot;,c?1:0)),c&amp;&amp;(l(&quot;marker.sizeref&quot;),l(&quot;marker.sizemin&quot;),l(&quot;marker.sizemode&quot;)),u.gradient)&amp;&amp;(&quot;none&quot;!==l(&quot;marker.gradient.type&quot;)&amp;&amp;l(&quot;marker.gradient.color&quot;))}},{&quot;../../components/color&quot;:376,&quot;../../components/colorscale/defaults&quot;:386,&quot;../../components/colorscale/helpers&quot;:387,&quot;./subtypes&quot;:640}],636:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../lib&quot;),o=a.ensureSingle,s=a.identity,l=t(&quot;../../components/drawing&quot;),u=t(&quot;./subtypes&quot;),c=t(&quot;./line_points&quot;),f=t(&quot;./link_traces&quot;),h=t(&quot;../../lib/polygon&quot;).tester;function d(t,e,r,f,d,p,g){var v;!function(t,e,r,i,o){var s=r.xaxis,l=r.yaxis,c=n.extent(a.simpleMap(s.range,s.r2c)),f=n.extent(a.simpleMap(l.range,l.r2c)),h=i[0].trace;if(!u.hasMarkers(h))return;var d=h.marker.maxdisplayed;if(0===d)return;var p=i.filter(function(t){return t.x&gt;=c[0]&amp;&amp;t.x&lt;=c[1]&amp;&amp;t.y&gt;=f[0]&amp;&amp;t.y&lt;=f[1]}),g=Math.ceil(p.length/d),v=0;o.forEach(function(t,r){var n=t[0].trace;u.hasMarkers(n)&amp;&amp;n.marker.maxdisplayed&gt;0&amp;&amp;r&lt;e&amp;&amp;v++});var m=Math.round(v*g/3+Math.floor(v/3)*g/7.1);i.forEach(function(t){delete t.vis}),p.forEach(function(t,e){0===Math.round((e+m)%g)&amp;&amp;(t.vis=!0)})}(0,e,r,f,d);var m=!!g&amp;&amp;g.duration&gt;0;function y(t){return m?t.transition():t}var b=r.xaxis,x=r.yaxis,_=f[0].trace,w=_.line,A=n.select(p),M=o(A,&quot;g&quot;,&quot;errorbars&quot;),T=o(A,&quot;g&quot;,&quot;lines&quot;),k=o(A,&quot;g&quot;,&quot;points&quot;),E=o(A,&quot;g&quot;,&quot;text&quot;);if(i.getComponentMethod(&quot;errorbars&quot;,&quot;plot&quot;)(t,M,r,g),!0===_.visible){var L,S;y(A).style(&quot;opacity&quot;,_.opacity);var C=_.fill.charAt(_.fill.length-1);&quot;x&quot;!==C&amp;&amp;&quot;y&quot;!==C&amp;&amp;(C=&quot;&quot;),r.isRangePlot||(f[0].node3=A);var O,R,P=&quot;&quot;,z=[],I=_._prevtrace;I&amp;&amp;(P=I._prevRevpath||&quot;&quot;,S=I._nextFill,z=I._polygons);var N,D,F,j,B,U,V,H=&quot;&quot;,q=&quot;&quot;,G=[],X=a.noop;if(L=_._ownFill,u.hasLines(_)||&quot;none&quot;!==_.fill){for(S&amp;&amp;S.datum(f),-1!==[&quot;hv&quot;,&quot;vh&quot;,&quot;hvh&quot;,&quot;vhv&quot;].indexOf(w.shape)?(N=l.steps(w.shape),D=l.steps(w.shape.split(&quot;&quot;).reverse().join(&quot;&quot;))):N=D=&quot;spline&quot;===w.shape?function(t){var e=t[t.length-1];return t.length&gt;1&amp;&amp;t[0][0]===e[0]&amp;&amp;t[0][1]===e[1]?l.smoothclosed(t.slice(1),w.smoothing):l.smoothopen(t,w.smoothing)}:function(t){return&quot;M&quot;+t.join(&quot;L&quot;)},F=function(t){return D(t.reverse())},G=c(f,{xaxis:b,yaxis:x,connectGaps:_.connectgaps,baseTolerance:Math.max(w.width||1,3)/4,shape:w.shape,simplify:w.simplify,fill:_.fill}),V=_._polygons=new Array(G.length),v=0;v&lt;G.length;v++)_._polygons[v]=h(G[v]);G.length&amp;&amp;(j=G[0][0],U=(B=G[G.length-1])[B.length-1]),X=function(t){return function(e){if(O=N(e),R=F(e),H?C?(H+=&quot;L&quot;+O.substr(1),q=R+&quot;L&quot;+q.substr(1)):(H+=&quot;Z&quot;+O,q=R+&quot;Z&quot;+q):(H=O,q=R),u.hasLines(_)&amp;&amp;e.length&gt;1){var r=n.select(this);if(r.datum(f),t)y(r.style(&quot;opacity&quot;,0).attr(&quot;d&quot;,O).call(l.lineGroupStyle)).style(&quot;opacity&quot;,1);else{var i=y(r);i.attr(&quot;d&quot;,O),l.singleLineStyle(f,i)}}}}}var W=T.selectAll(&quot;.js-line&quot;).data(G);y(W.exit()).style(&quot;opacity&quot;,0).remove(),W.each(X(!1)),W.enter().append(&quot;path&quot;).classed(&quot;js-line&quot;,!0).style(&quot;vector-effect&quot;,&quot;non-scaling-stroke&quot;).call(l.lineGroupStyle).each(X(!0)),l.setClipUrl(W,r.layerClipId,t),G.length?(L?(L.datum(f),j&amp;&amp;U&amp;&amp;(C?(&quot;y&quot;===C?j[1]=U[1]=x.c2p(0,!0):&quot;x&quot;===C&amp;&amp;(j[0]=U[0]=b.c2p(0,!0)),y(L).attr(&quot;d&quot;,&quot;M&quot;+U+&quot;L&quot;+j+&quot;L&quot;+H.substr(1)).call(l.singleFillStyle)):y(L).attr(&quot;d&quot;,H+&quot;Z&quot;).call(l.singleFillStyle))):S&amp;&amp;(&quot;tonext&quot;===_.fill.substr(0,6)&amp;&amp;H&amp;&amp;P?(&quot;tonext&quot;===_.fill?y(S).attr(&quot;d&quot;,H+&quot;Z&quot;+P+&quot;Z&quot;).call(l.singleFillStyle):y(S).attr(&quot;d&quot;,H+&quot;L&quot;+P.substr(1)+&quot;Z&quot;).call(l.singleFillStyle),_._polygons=_._polygons.concat(z)):(Z(S),_._polygons=null)),_._prevRevpath=q,_._prevPolygons=V):(L?Z(L):S&amp;&amp;Z(S),_._polygons=_._prevRevpath=_._prevPolygons=null),k.datum(f),E.datum(f),function(e,i,a){var o,c=a[0].trace,f=u.hasMarkers(c),h=u.hasText(c),d=tt(c),p=et,g=et;if(f||h){var v=s,_=c.stackgroup,w=_&amp;&amp;&quot;infer zero&quot;===t._fullLayout._scatterStackOpts[b._id+x._id][_].stackgaps;c.marker.maxdisplayed||c._needsCull?v=w?$:Q:_&amp;&amp;!w&amp;&amp;(v=J),f&amp;&amp;(p=v),h&amp;&amp;(g=v)}var A,M=(o=e.selectAll(&quot;path.point&quot;).data(p,d)).enter().append(&quot;path&quot;).classed(&quot;point&quot;,!0);m&amp;&amp;M.call(l.pointStyle,c,t).call(l.translatePoints,b,x).style(&quot;opacity&quot;,0).transition().style(&quot;opacity&quot;,1),o.order(),f&amp;&amp;(A=l.makePointStyleFns(c)),o.each(function(e){var i=n.select(this),a=y(i);l.translatePoint(e,a,b,x)?(l.singlePointStyle(e,a,c,A,t),r.layerClipId&amp;&amp;l.hideOutsideRangePoint(e,a,b,x,c.xcalendar,c.ycalendar),c.customdata&amp;&amp;i.classed(&quot;plotly-customdata&quot;,null!==e.data&amp;&amp;void 0!==e.data)):a.remove()}),m?o.exit().transition().style(&quot;opacity&quot;,0).remove():o.exit().remove(),(o=i.selectAll(&quot;g&quot;).data(g,d)).enter().append(&quot;g&quot;).classed(&quot;textpoint&quot;,!0).append(&quot;text&quot;),o.order(),o.each(function(t){var e=n.select(this),i=y(e.select(&quot;text&quot;));l.translatePoint(t,i,b,x)?r.layerClipId&amp;&amp;l.hideOutsideRangePoint(t,e,b,x,c.xcalendar,c.ycalendar):e.remove()}),o.selectAll(&quot;text&quot;).call(l.textPointStyle,c,t).each(function(t){var e=b.c2p(t.x),r=x.c2p(t.y);n.select(this).selectAll(&quot;tspan.line&quot;).each(function(){y(n.select(this)).attr({x:e,y:r})})}),o.exit().remove()}(k,E,f);var Y=!1===_.cliponaxis?null:r.layerClipId;l.setClipUrl(k,Y,t),l.setClipUrl(E,Y,t)}function Z(t){y(t).attr(&quot;d&quot;,&quot;M0,0Z&quot;)}function Q(t){return t.filter(function(t){return!t.gap&amp;&amp;t.vis})}function $(t){return t.filter(function(t){return t.vis})}function J(t){return t.filter(function(t){return!t.gap})}function K(t){return t.id}function tt(t){if(t.ids)return K}function et(){return!1}}e.exports=function(t,e,r,i,a,u){var c,h,p=!a,g=!!a&amp;&amp;a.duration&gt;0,v=f(t,e,r);((c=i.selectAll(&quot;g.trace&quot;).data(v,function(t){return t[0].trace.uid})).enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return&quot;trace scatter trace&quot;+t[0].trace.uid}).style(&quot;stroke-miterlimit&quot;,2),c.order(),function(t,e,r){e.each(function(e){var i=o(n.select(this),&quot;g&quot;,&quot;fills&quot;);l.setClipUrl(i,r.layerClipId,t);var a=e[0].trace,u=[];a._ownfill&amp;&amp;u.push(&quot;_ownFill&quot;),a._nexttrace&amp;&amp;u.push(&quot;_nextFill&quot;);var c=i.selectAll(&quot;g&quot;).data(u,s);c.enter().append(&quot;g&quot;),c.exit().each(function(t){a[t]=null}).remove(),c.order().each(function(t){a[t]=o(n.select(this),&quot;path&quot;,&quot;js-fill&quot;)})})}(t,c,e),g)?(u&amp;&amp;(h=u()),n.transition().duration(a.duration).ease(a.easing).each(&quot;end&quot;,function(){h&amp;&amp;h()}).each(&quot;interrupt&quot;,function(){h&amp;&amp;h()}).each(function(){i.selectAll(&quot;g.trace&quot;).each(function(r,n){d(t,n,e,r,v,this,a)})})):c.each(function(r,n){d(t,n,e,r,v,this,a)});p&amp;&amp;c.exit().remove(),i.selectAll(&quot;path:not([d])&quot;).remove()}},{&quot;../../components/drawing&quot;:397,&quot;../../lib&quot;:495,&quot;../../lib/polygon&quot;:507,&quot;../../registry&quot;:592,&quot;./line_points&quot;:630,&quot;./link_traces&quot;:632,&quot;./subtypes&quot;:640,d3:81}],637:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./subtypes&quot;);e.exports=function(t,e){var r,i,a,o,s=t.cd,l=t.xaxis,u=t.yaxis,c=[],f=s[0].trace;if(!n.hasMarkers(f)&amp;&amp;!n.hasText(f))return[];if(!1===e)for(r=0;r&lt;s.length;r++)s[r].selected=0;else for(r=0;r&lt;s.length;r++)i=s[r],a=l.c2p(i.x),o=u.c2p(i.y),null!==i.i&amp;&amp;e.contains([a,o],!1,r,t)?(c.push({pointNumber:i.i,x:l.c2d(i.x),y:u.c2d(i.y)}),i.selected=1):i.selected=0;return c}},{&quot;./subtypes&quot;:640}],638:[function(t,e,r){&quot;use strict&quot;;var n=[&quot;orientation&quot;,&quot;groupnorm&quot;,&quot;stackgaps&quot;];e.exports=function(t,e,r,i){var a=r._scatterStackOpts,o=i(&quot;stackgroup&quot;);if(o){var s=e.xaxis+e.yaxis,l=a[s];l||(l=a[s]={});var u=l[o],c=!1;u?u.traces.push(e):(u=l[o]={traceIndices:[],traces:[e]},c=!0);for(var f={orientation:e.x&amp;&amp;!e.y?&quot;h&quot;:&quot;v&quot;},h=0;h&lt;n.length;h++){var d=n[h],p=d+&quot;Found&quot;;if(!u[p]){var g=void 0!==t[d],v=&quot;orientation&quot;===d;if((g||c)&amp;&amp;(u[d]=i(d,f[d]),v&amp;&amp;(u.fillDflt=&quot;h&quot;===u[d]?&quot;tonextx&quot;:&quot;tonexty&quot;),g&amp;&amp;(u[p]=!0,!c&amp;&amp;(delete u.traces[0][d],v))))for(var m=0;m&lt;u.traces.length-1;m++){var y=u.traces[m];y._input.fill!==y.fill&amp;&amp;(y.fill=u.fillDflt)}}}return u}}},{}],639:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../components/drawing&quot;),a=t(&quot;../../registry&quot;);function o(t,e,r){i.pointStyle(t.selectAll(&quot;path.point&quot;),e,r)}function s(t,e,r){i.textPointStyle(t.selectAll(&quot;text&quot;),e,r)}e.exports={style:function(t,e){var r=e?e[0].node3:n.select(t).selectAll(&quot;g.trace.scatter&quot;);r.style(&quot;opacity&quot;,function(t){return t[0].trace.opacity}),r.selectAll(&quot;g.points&quot;).each(function(e){o(n.select(this),e.trace||e[0].trace,t)}),r.selectAll(&quot;g.text&quot;).each(function(e){s(n.select(this),e.trace||e[0].trace,t)}),r.selectAll(&quot;g.trace path.js-line&quot;).call(i.lineGroupStyle),r.selectAll(&quot;g.trace path.js-fill&quot;).call(i.fillGroupStyle),a.getComponentMethod(&quot;errorbars&quot;,&quot;style&quot;)(r)},stylePoints:o,styleText:s,styleOnSelect:function(t,e){var r=e[0].node3,n=e[0].trace;n.selectedpoints?(i.selectedPointStyle(r.selectAll(&quot;path.point&quot;),n),i.selectedTextStyle(r.selectAll(&quot;text&quot;),n)):(o(r,n,t),s(r,n,t))}}},{&quot;../../components/drawing&quot;:397,&quot;../../registry&quot;:592,d3:81}],640:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports={hasLines:function(t){return t.visible&amp;&amp;t.mode&amp;&amp;-1!==t.mode.indexOf(&quot;lines&quot;)},hasMarkers:function(t){return t.visible&amp;&amp;(t.mode&amp;&amp;-1!==t.mode.indexOf(&quot;markers&quot;)||&quot;splom&quot;===t.type)},hasText:function(t){return t.visible&amp;&amp;t.mode&amp;&amp;-1!==t.mode.indexOf(&quot;text&quot;)},isBubble:function(t){return n.isPlainObject(t.marker)&amp;&amp;n.isArrayOrTypedArray(t.marker.size)}}},{&quot;../../lib&quot;:495}],641:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r,i,a){a=a||{},i(&quot;textposition&quot;),n.coerceFont(i,&quot;textfont&quot;,r.font),a.noSelect||(i(&quot;selected.textfont.color&quot;),i(&quot;unselected.textfont.color&quot;))}},{&quot;../../lib&quot;:495}],642:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;);e.exports=function(t,e,r,a){var o,s=a(&quot;x&quot;),l=a(&quot;y&quot;);if(i.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;],r),s){var u=n.minRowLength(s);l?o=Math.min(u,n.minRowLength(l)):(o=u,a(&quot;y0&quot;),a(&quot;dy&quot;))}else{if(!l)return 0;o=n.minRowLength(l),a(&quot;x0&quot;),a(&quot;dx&quot;)}return e._length=o,o}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],643:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../scatter/attributes&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../../plots/attributes&quot;),s=t(&quot;../../constants/gl3d_dashes&quot;),l=t(&quot;../../constants/gl3d_markers&quot;),u=t(&quot;../../lib/extend&quot;).extendFlat,c=t(&quot;../../plot_api/edit_types&quot;).overrideAll,f=n.line,h=n.marker,d=h.line,p=u({width:f.width,dash:{valType:&quot;enumerated&quot;,values:Object.keys(s),dflt:&quot;solid&quot;}},i(&quot;line&quot;));var g=e.exports=c({x:n.x,y:n.y,z:{valType:&quot;data_array&quot;},text:u({},n.text,{}),hovertext:u({},n.hovertext,{}),hovertemplate:a(),mode:u({},n.mode,{dflt:&quot;lines+markers&quot;}),surfaceaxis:{valType:&quot;enumerated&quot;,values:[-1,0,1,2],dflt:-1},surfacecolor:{valType:&quot;color&quot;},projection:{x:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}},y:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}},z:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}}},connectgaps:n.connectgaps,line:p,marker:u({symbol:{valType:&quot;enumerated&quot;,values:Object.keys(l),dflt:&quot;circle&quot;,arrayOk:!0},size:u({},h.size,{dflt:8}),sizeref:h.sizeref,sizemin:h.sizemin,sizemode:h.sizemode,opacity:u({},h.opacity,{arrayOk:!1}),colorbar:h.colorbar,line:u({width:u({},d.width,{arrayOk:!1})},i(&quot;marker.line&quot;))},i(&quot;marker&quot;)),textposition:u({},n.textposition,{dflt:&quot;top center&quot;}),textfont:{color:n.textfont.color,size:n.textfont.size,family:u({},n.textfont.family,{arrayOk:!1})},hoverinfo:u({},o.hoverinfo)},&quot;calc&quot;,&quot;nested&quot;);g.x.editType=g.y.editType=g.z.editType=&quot;calc+clearAxisTypes&quot;},{&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../constants/gl3d_dashes&quot;:472,&quot;../../constants/gl3d_markers&quot;:473,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/attributes&quot;:538,&quot;../scatter/attributes&quot;:616}],644:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../scatter/arrays_to_calcdata&quot;),i=t(&quot;../scatter/colorscale_calc&quot;);e.exports=function(t,e){var r=[{x:!1,y:!1,trace:e,t:{}}];return n(r,e),i(t,e),r}},{&quot;../scatter/arrays_to_calcdata&quot;:615,&quot;../scatter/colorscale_calc&quot;:619}],645:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;);function i(t,e,r,i){if(!e||!e.visible)return null;for(var a=n.getComponentMethod(&quot;errorbars&quot;,&quot;makeComputeError&quot;)(e),o=new Array(t.length),s=0;s&lt;t.length;s++){var l=a(+t[s],s);if(&quot;log&quot;===i.type){var u=i.c2l(t[s]),c=t[s]-l[0],f=t[s]+l[1];if(o[s]=[(i.c2l(c,!0)-u)*r,(i.c2l(f,!0)-u)*r],c&gt;0){var h=i.c2l(c);i._lowerLogErrorBound||(i._lowerLogErrorBound=h),i._lowerErrorBound=Math.min(i._lowerLogErrorBound,h)}}else o[s]=[-l[0]*r,l[1]*r]}return o}e.exports=function(t,e,r){var n=[i(t.x,t.error_x,e[0],r.xaxis),i(t.y,t.error_y,e[1],r.yaxis),i(t.z,t.error_z,e[2],r.zaxis)],a=function(t){for(var e=0;e&lt;t.length;e++)if(t[e])return t[e].length;return 0}(n);if(0===a)return null;for(var o=new Array(a),s=0;s&lt;a;s++){for(var l=[[0,0,0],[0,0,0]],u=0;u&lt;3;u++)if(n[u])for(var c=0;c&lt;2;c++)l[c][u]=n[u][s][c];o[s]=l}return o}},{&quot;../../registry&quot;:592}],646:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-line3d&quot;),i=t(&quot;gl-scatter3d&quot;),a=t(&quot;gl-error3d&quot;),o=t(&quot;gl-mesh3d&quot;),s=t(&quot;delaunay-triangulate&quot;),l=t(&quot;../../lib&quot;),u=t(&quot;../../lib/str2rgbarray&quot;),c=t(&quot;../../lib/gl_format_color&quot;).formatColor,f=t(&quot;../scatter/make_bubble_size_func&quot;),h=t(&quot;../../constants/gl3d_dashes&quot;),d=t(&quot;../../constants/gl3d_markers&quot;),p=t(&quot;./calc_errors&quot;);function g(t,e){this.scene=t,this.uid=e,this.linePlot=null,this.scatterPlot=null,this.errorBars=null,this.textMarkers=null,this.delaunayMesh=null,this.color=null,this.mode=&quot;&quot;,this.dataPoints=[],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.textLabels=null,this.data=null}var v=g.prototype;function m(t){return null==t?0:t.indexOf(&quot;left&quot;)&gt;-1?-1:t.indexOf(&quot;right&quot;)&gt;-1?1:0}function y(t){return null==t?0:t.indexOf(&quot;top&quot;)&gt;-1?-1:t.indexOf(&quot;bottom&quot;)&gt;-1?1:0}function b(t,e){return e(4*t)}function x(t){return d[t]}function _(t,e,r,n,i){var a=null;if(l.isArrayOrTypedArray(t)){a=[];for(var o=0;o&lt;e;o++)void 0===t[o]?a[o]=n:a[o]=r(t[o],i)}else a=r(t,l.identity);return a}function w(t,e){var r,n,i,a,o,s,h=[],d=t.fullSceneLayout,g=t.dataScale,v=d.xaxis,w=d.yaxis,A=d.zaxis,M=e.marker,T=e.line,k=e.x||[],E=e.y||[],L=e.z||[],S=k.length,C=e.xcalendar,O=e.ycalendar,R=e.zcalendar;for(o=0;o&lt;S;o++)r=v.d2l(k[o],0,C)*g[0],n=w.d2l(E[o],0,O)*g[1],i=A.d2l(L[o],0,R)*g[2],h[o]=[r,n,i];if(Array.isArray(e.text))s=e.text;else if(void 0!==e.text)for(s=new Array(S),o=0;o&lt;S;o++)s[o]=e.text;if(a={position:h,mode:e.mode,text:s},&quot;line&quot;in e&amp;&amp;(a.lineColor=c(T,1,S),a.lineWidth=T.width,a.lineDashes=T.dash),&quot;marker&quot;in e){var P=f(e);a.scatterColor=c(M,1,S),a.scatterSize=_(M.size,S,b,20,P),a.scatterMarker=_(M.symbol,S,x,&quot;\\u25cf&quot;),a.scatterLineWidth=M.line.width,a.scatterLineColor=c(M.line,1,S),a.scatterAngle=0}&quot;textposition&quot;in e&amp;&amp;(a.textOffset=function(t){var e=[0,0];if(Array.isArray(t))for(var r=0;r&lt;t.length;r++)e[r]=[0,0],t[r]&amp;&amp;(e[r][0]=m(t[r]),e[r][1]=y(t[r]));else e[0]=m(t),e[1]=y(t);return e}(e.textposition),a.textColor=c(e.textfont,1,S),a.textSize=_(e.textfont.size,S,l.identity,12),a.textFont=e.textfont.family,a.textAngle=0);var z=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(a.project=[!1,!1,!1],a.projectScale=[1,1,1],a.projectOpacity=[1,1,1],o=0;o&lt;3;++o){var I=e.projection[z[o]];(a.project[o]=I.show)&amp;&amp;(a.projectOpacity[o]=I.opacity,a.projectScale[o]=I.scale)}a.errorBounds=p(e,g,d);var N=function(t){for(var e=[0,0,0],r=[[0,0,0],[0,0,0],[0,0,0]],n=[1,1,1],i=0;i&lt;3;i++){var a=t[i];a&amp;&amp;!1!==a.copy_zstyle&amp;&amp;!1!==t[2].visible&amp;&amp;(a=t[2]),a&amp;&amp;a.visible&amp;&amp;(e[i]=a.width/2,r[i]=u(a.color),n[i]=a.thickness)}return{capSize:e,color:r,lineWidth:n}}([e.error_x,e.error_y,e.error_z]);return a.errorColor=N.color,a.errorLineWidth=N.lineWidth,a.errorCapSize=N.capSize,a.delaunayAxis=e.surfaceaxis,a.delaunayColor=u(e.surfacecolor),a}function A(t){if(Array.isArray(t)){var e=t[0];return Array.isArray(e)&amp;&amp;(t=e),&quot;rgb(&quot;+t.slice(0,3).map(function(t){return Math.round(255*t)})+&quot;)&quot;}return null}v.handlePick=function(t){if(t.object&amp;&amp;(t.object===this.linePlot||t.object===this.delaunayMesh||t.object===this.textMarkers||t.object===this.scatterPlot)){var e=t.index=t.data.index;return t.object.highlight&amp;&amp;t.object.highlight(null),this.scatterPlot&amp;&amp;(t.object=this.scatterPlot,this.scatterPlot.highlight(t.data)),t.textLabel=&quot;&quot;,this.textLabels&amp;&amp;(Array.isArray(this.textLabels)?(this.textLabels[e]||0===this.textLabels[e])&amp;&amp;(t.textLabel=this.textLabels[e]):t.textLabel=this.textLabels),t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]],!0}},v.update=function(t){var e,r,l,u,c=this.scene.glplot.gl,f=h.solid;this.data=t;var d=w(this.scene,t);&quot;mode&quot;in d&amp;&amp;(this.mode=d.mode),&quot;lineDashes&quot;in d&amp;&amp;d.lineDashes in h&amp;&amp;(f=h[d.lineDashes]),this.color=A(d.scatterColor)||A(d.lineColor),this.dataPoints=d.position,e={gl:this.scene.glplot.gl,position:d.position,color:d.lineColor,lineWidth:d.lineWidth||1,dashes:f[0],dashScale:f[1],opacity:t.opacity,connectGaps:t.connectgaps},-1!==this.mode.indexOf(&quot;lines&quot;)?this.linePlot?this.linePlot.update(e):(this.linePlot=n(e),this.linePlot._trace=this,this.scene.glplot.add(this.linePlot)):this.linePlot&amp;&amp;(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose(),this.linePlot=null);var p=t.opacity;if(t.marker&amp;&amp;t.marker.opacity&amp;&amp;(p*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:d.position,color:d.scatterColor,size:d.scatterSize,glyph:d.scatterMarker,opacity:p,orthographic:!0,lineWidth:d.scatterLineWidth,lineColor:d.scatterLineColor,project:d.project,projectScale:d.projectScale,projectOpacity:d.projectOpacity},-1!==this.mode.indexOf(&quot;markers&quot;)?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&amp;&amp;(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),u={gl:this.scene.glplot.gl,position:d.position,glyph:d.text,color:d.textColor,size:d.textSize,angle:d.textAngle,alignment:d.textOffset,font:d.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(&quot;text&quot;)?this.textMarkers?this.textMarkers.update(u):(this.textMarkers=i(u),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&amp;&amp;(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:d.position,color:d.errorColor,error:d.errorBounds,lineWidth:d.errorLineWidth,capSize:d.errorCapSize,opacity:t.opacity},this.errorBars?d.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):d.errorBounds&amp;&amp;(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),d.delaunayAxis&gt;=0){var g=function(t,e,r){var n,i=(r+1)%3,a=(r+2)%3,o=[],l=[];for(n=0;n&lt;t.length;++n){var u=t[n];!isNaN(u[i])&amp;&amp;isFinite(u[i])&amp;&amp;!isNaN(u[a])&amp;&amp;isFinite(u[a])&amp;&amp;(o.push([u[i],u[a]]),l.push(n))}var c=s(o);for(n=0;n&lt;c.length;++n)for(var f=c[n],h=0;h&lt;f.length;++h)f[h]=l[f[h]];return{positions:t,cells:c,meshColor:e}}(d.position,d.delaunayColor,d.delaunayAxis);g.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(g):(g.gl=c,this.delaunayMesh=o(g),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&amp;&amp;(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},v.dispose=function(){this.linePlot&amp;&amp;(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&amp;&amp;(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&amp;&amp;(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&amp;&amp;(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&amp;&amp;(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=function(t,e){var r=new g(t,e.uid);return r.update(e),r}},{&quot;../../constants/gl3d_dashes&quot;:472,&quot;../../constants/gl3d_markers&quot;:473,&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../scatter/make_bubble_size_func&quot;:633,&quot;./calc_errors&quot;:645,&quot;delaunay-triangulate&quot;:83,&quot;gl-error3d&quot;:109,&quot;gl-line3d&quot;:114,&quot;gl-mesh3d&quot;:139,&quot;gl-scatter3d&quot;:147}],647:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../scatter/subtypes&quot;),o=t(&quot;../scatter/marker_defaults&quot;),s=t(&quot;../scatter/line_defaults&quot;),l=t(&quot;../scatter/text_defaults&quot;),u=t(&quot;./attributes&quot;);e.exports=function(t,e,r,c){function f(r,n){return i.coerce(t,e,u,r,n)}if(function(t,e,r,i){var a=0,o=r(&quot;x&quot;),s=r(&quot;y&quot;),l=r(&quot;z&quot;);n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],i),o&amp;&amp;s&amp;&amp;l&amp;&amp;(a=Math.min(o.length,s.length,l.length),e._length=e._xlength=e._ylength=e._zlength=a);return a}(t,e,f,c)){f(&quot;text&quot;),f(&quot;hovertext&quot;),f(&quot;hovertemplate&quot;),f(&quot;mode&quot;),a.hasLines(e)&amp;&amp;(f(&quot;connectgaps&quot;),s(t,e,r,c,f)),a.hasMarkers(e)&amp;&amp;o(t,e,r,c,f,{noSelect:!0}),a.hasText(e)&amp;&amp;l(t,e,c,f,{noSelect:!0});var h=(e.line||{}).color,d=(e.marker||{}).color;f(&quot;surfaceaxis&quot;)&gt;=0&amp;&amp;f(&quot;surfacecolor&quot;,h||d);for(var p=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],g=0;g&lt;3;++g){var v=&quot;projection.&quot;+p[g];f(v+&quot;.show&quot;)&amp;&amp;(f(v+&quot;.opacity&quot;),f(v+&quot;.scale&quot;))}var m=n.getComponentMethod(&quot;errorbars&quot;,&quot;supplyDefaults&quot;);m(t,e,h||d||r,{axis:&quot;z&quot;}),m(t,e,h||d||r,{axis:&quot;y&quot;,inherit:&quot;z&quot;}),m(t,e,h||d||r,{axis:&quot;x&quot;,inherit:&quot;z&quot;})}else e.visible=!1}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../scatter/line_defaults&quot;:629,&quot;../scatter/marker_defaults&quot;:635,&quot;../scatter/subtypes&quot;:640,&quot;../scatter/text_defaults&quot;:641,&quot;./attributes&quot;:643}],648:[function(t,e,r){&quot;use strict&quot;;var n={};n.plot=t(&quot;./convert&quot;),n.attributes=t(&quot;./attributes&quot;),n.markerSymbols=t(&quot;../../constants/gl3d_markers&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.colorbar=[{container:&quot;marker&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;},{container:&quot;line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}],n.calc=t(&quot;./calc&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;scatter3d&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;,&quot;symbols&quot;,&quot;showLegend&quot;],n.meta={},e.exports=n},{&quot;../../constants/gl3d_markers&quot;:473,&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:643,&quot;./calc&quot;:644,&quot;./convert&quot;:646,&quot;./defaults&quot;:647}],649:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../mesh3d/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},u:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},v:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},w:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},starts:{x:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},editType:&quot;calc&quot;},maxdisplayed:{valType:&quot;integer&quot;,min:0,dflt:1e3,editType:&quot;calc&quot;},sizeref:{valType:&quot;number&quot;,editType:&quot;calc&quot;,min:0,dflt:1},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;},{keys:[&quot;tubex&quot;,&quot;tubey&quot;,&quot;tubez&quot;,&quot;tubeu&quot;,&quot;tubev&quot;,&quot;tubew&quot;,&quot;norm&quot;,&quot;divergence&quot;]})};l(u,n(&quot;&quot;,{colorAttr:&quot;u/v/w norm&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i});[&quot;opacity&quot;,&quot;lightposition&quot;,&quot;lighting&quot;].forEach(function(t){u[t]=o[t]}),u.hoverinfo=l({},s.hoverinfo,{editType:&quot;calc&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;u&quot;,&quot;v&quot;,&quot;w&quot;,&quot;norm&quot;,&quot;divergence&quot;,&quot;text&quot;,&quot;name&quot;],dflt:&quot;x+y+z+norm+text+name&quot;}),u.transforms=void 0,e.exports=u},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../mesh3d/attributes&quot;:608}],650:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){var r,i,a,o,s=e.u,l=e.v,u=e.w,c=e.x,f=e.y,h=e.z,d=Math.min(c.length,f.length,h.length,s.length,l.length,u.length),p=0;e.starts&amp;&amp;(i=e.starts.x||[],a=e.starts.y||[],o=e.starts.z||[],p=Math.min(i.length,a.length,o.length));var g=0,v=1/0;for(r=0;r&lt;d;r++){var m=s[r],y=l[r],b=u[r],x=Math.sqrt(m*m+y*y+b*b);g=Math.max(g,x),v=Math.min(v,x)}n(t,e,{vals:[v,g],containerStr:&quot;&quot;,cLetter:&quot;c&quot;});var _=-1/0,w=1/0,A=-1/0,M=1/0,T=-1/0,k=1/0;for(r=0;r&lt;d;r++){var E=c[r];_=Math.max(_,E),w=Math.min(w,E);var L=f[r];A=Math.max(A,L),M=Math.min(M,L);var S=h[r];T=Math.max(T,S),k=Math.min(k,S)}for(r=0;r&lt;p;r++){var C=i[r];_=Math.max(_,C),w=Math.min(w,C);var O=a[r];A=Math.max(A,O),M=Math.min(M,O);var R=o[r];T=Math.max(T,R),k=Math.min(k,R)}e._len=d,e._slen=p,e._normMax=g,e._xbnds=[w,_],e._ybnds=[M,A],e._zbnds=[k,T]}},{&quot;../../components/colorscale/calc&quot;:384}],651:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-streamtube3d&quot;),i=n.createTubeMesh,a=t(&quot;../../lib&quot;),o=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,s=t(&quot;../../plots/gl3d/zip3&quot;),l={xaxis:0,yaxis:1,zaxis:2};function u(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var c=u.prototype;function f(t){return a.distinctVals(t).vals}function h(t){var e=t.length;return e&gt;2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function d(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function p(t,e){var r=t.fullSceneLayout,i=t.dataScale,u=e._len,c={};function p(t,e){var n=r[e],o=i[l[e]];return a.simpleMap(t,function(t){return n.d2l(t)*o})}c.vectors=s(p(e.u,&quot;xaxis&quot;),p(e.v,&quot;yaxis&quot;),p(e.w,&quot;zaxis&quot;),u);var g=f(e.x.slice(0,u)),v=f(e.y.slice(0,u)),m=f(e.z.slice(0,u));if(g.length*v.length*m.length&gt;u)return{positions:[],cells:[]};var y=p(g,&quot;xaxis&quot;),b=p(v,&quot;yaxis&quot;),x=p(m,&quot;zaxis&quot;);if(c.meshgrid=[y,b,x],e.starts){var _=e._slen;c.startingPositions=s(p(e.starts.x.slice(0,_),&quot;xaxis&quot;),p(e.starts.y.slice(0,_),&quot;yaxis&quot;),p(e.starts.z.slice(0,_),&quot;zaxis&quot;))}else{for(var w=b[0],A=h(y),M=h(x),T=new Array(A.length*M.length),k=0,E=0;E&lt;A.length;E++)for(var L=0;L&lt;M.length;L++)T[k++]=[A[E],w,M[L]];c.startingPositions=T}c.colormap=o(e),c.tubeSize=e.sizeref,c.maxLength=e.maxdisplayed;var S=p(e._xbnds,&quot;xaxis&quot;),C=p(e._ybnds,&quot;yaxis&quot;),O=p(e._zbnds,&quot;zaxis&quot;),R=d(y),P=d(b),z=d(x),I=[[S[0]-R[0],C[0]-P[0],O[0]-z[0]],[S[1]+R[1],C[1]+P[1],O[1]+z[1]]],N=n(c,I);N.vertexIntensityBounds=[e.cmin/e._normMax,e.cmax/e._normMax];var D=e.lightposition;return N.lightPosition=[D.x,D.y,D.z],N.ambient=e.lighting.ambient,N.diffuse=e.lighting.diffuse,N.specular=e.lighting.specular,N.roughness=e.lighting.roughness,N.fresnel=e.lighting.fresnel,N.opacity=e.opacity,e._pad=N.tubeScale*e.sizeref*2,N}c.handlePick=function(t){var e=this.scene.fullSceneLayout,r=this.scene.dataScale;function n(t,n){var i=e[n],a=r[l[n]];return i.l2c(t)/a}if(t.object===this.mesh){var i=t.data.position,a=t.data.velocity;return t.traceCoordinate=[n(i[0],&quot;xaxis&quot;),n(i[1],&quot;yaxis&quot;),n(i[2],&quot;zaxis&quot;),n(a[0],&quot;xaxis&quot;),n(a[1],&quot;yaxis&quot;),n(a[2],&quot;zaxis&quot;),t.data.intensity*this.data._normMax,t.data.divergence],t.textLabel=this.data.hovertext||this.data.text,!0}},c.update=function(t){this.data=t;var e=p(this.scene,t);this.mesh.update(e)},c.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=p(t,e),a=i(r,n),o=new u(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../plots/gl3d/zip3&quot;:581,&quot;gl-streamtube3d&quot;:160}],652:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/colorscale/defaults&quot;),a=t(&quot;./attributes&quot;);e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(&quot;u&quot;),u=s(&quot;v&quot;),c=s(&quot;w&quot;),f=s(&quot;x&quot;),h=s(&quot;y&quot;),d=s(&quot;z&quot;);l&amp;&amp;l.length&amp;&amp;u&amp;&amp;u.length&amp;&amp;c&amp;&amp;c.length&amp;&amp;f&amp;&amp;f.length&amp;&amp;h&amp;&amp;h.length&amp;&amp;d&amp;&amp;d.length?(s(&quot;starts.x&quot;),s(&quot;starts.y&quot;),s(&quot;starts.z&quot;),s(&quot;maxdisplayed&quot;),s(&quot;sizeref&quot;),s(&quot;lighting.ambient&quot;),s(&quot;lighting.diffuse&quot;),s(&quot;lighting.specular&quot;),s(&quot;lighting.roughness&quot;),s(&quot;lighting.fresnel&quot;),s(&quot;lightposition.x&quot;),s(&quot;lightposition.y&quot;),s(&quot;lightposition.z&quot;),i(t,e,o,s,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),s(&quot;text&quot;),s(&quot;hovertext&quot;),s(&quot;hovertemplate&quot;),e._length=null):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;./attributes&quot;:649}],653:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;trace&quot;,name:&quot;streamtube&quot;,basePlotModule:t(&quot;../../plots/gl3d&quot;),categories:[&quot;gl3d&quot;],attributes:t(&quot;./attributes&quot;),supplyDefaults:t(&quot;./defaults&quot;),colorbar:{min:&quot;cmin&quot;,max:&quot;cmax&quot;},calc:t(&quot;./calc&quot;),plot:t(&quot;./convert&quot;),eventData:function(t,e){return t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:649,&quot;./calc&quot;:650,&quot;./convert&quot;:651,&quot;./defaults&quot;:652}],654:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/colorbar/attributes&quot;),o=t(&quot;../../components/fx/hovertemplate_attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u=t(&quot;../../plot_api/edit_types&quot;).overrideAll;function c(t){return{show:{valType:&quot;boolean&quot;,dflt:!1},project:{x:{valType:&quot;boolean&quot;,dflt:!1},y:{valType:&quot;boolean&quot;,dflt:!1},z:{valType:&quot;boolean&quot;,dflt:!1}},color:{valType:&quot;color&quot;,dflt:n.defaultLine},usecolormap:{valType:&quot;boolean&quot;,dflt:!1},width:{valType:&quot;number&quot;,min:1,max:16,dflt:2},highlight:{valType:&quot;boolean&quot;,dflt:!0},highlightcolor:{valType:&quot;color&quot;,dflt:n.defaultLine},highlightwidth:{valType:&quot;number&quot;,min:1,max:16,dflt:2}}}var f=e.exports=u(l({z:{valType:&quot;data_array&quot;},x:{valType:&quot;data_array&quot;},y:{valType:&quot;data_array&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0},hovertemplate:o(),connectgaps:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},surfacecolor:{valType:&quot;data_array&quot;}},i(&quot;&quot;,{colorAttr:&quot;z or surfacecolor&quot;,showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:&quot;calc&quot;}),{colorbar:a,contours:{x:c(),y:c(),z:c()},hidesurface:{valType:&quot;boolean&quot;,dflt:!1},lightposition:{x:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:10},y:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:1e4},z:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:&quot;number&quot;,min:0,max:1,dflt:.8},diffuse:{valType:&quot;number&quot;,min:0,max:1,dflt:.8},specular:{valType:&quot;number&quot;,min:0,max:2,dflt:.05},roughness:{valType:&quot;number&quot;,min:0,max:1,dflt:.5},fresnel:{valType:&quot;number&quot;,min:0,max:5,dflt:.2}},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo)}),&quot;calc&quot;,&quot;nested&quot;);f.x.editType=f.y.editType=f.z.editType=&quot;calc+clearAxisTypes&quot;,f.transforms=void 0},{&quot;../../components/color&quot;:376,&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/attributes&quot;:538}],655:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:&quot;&quot;,cLetter:&quot;c&quot;}):n(t,e,{vals:e.z,containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],656:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-surface3d&quot;),i=t(&quot;ndarray&quot;),a=t(&quot;ndarray-homography&quot;),o=t(&quot;ndarray-fill&quot;),s=t(&quot;../../lib&quot;).isArrayOrTypedArray,l=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,u=t(&quot;../../lib/str2rgbarray&quot;),c=t(&quot;../heatmap/interp2d&quot;),f=t(&quot;../heatmap/find_empties&quot;);function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],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._interpolatedZ=!1}var d=h.prototype;d.getXat=function(t,e,r,n){var i=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},d.getYat=function(t,e,r,n){var i=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},d.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&amp;&amp;this.data.connectgaps&amp;&amp;this.data._interpolatedZ&amp;&amp;(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},d.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),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&lt;3;a++){var o=t.dataCoordinate[a];null!=o&amp;&amp;(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&amp;&amp;s[i]&amp;&amp;void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||&quot;&quot;,t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var p=[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 g(t,e){if(t&lt;e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function v(t){for(var e=[],r=0;r&lt;p.length;r++){var n=p[r];e.push(g(t,n))}return e}function m(t){for(var e=v(t),r=t,n=0;n&lt;p.length;n++)if(e[n]&gt;0){r=p[n];break}return r}function y(t,e){if(!(t&lt;1||e&lt;1)){for(var r=v(t),n=v(e),i=1,a=0;a&lt;p.length;a++)i*=Math.pow(p[a],Math.max(r[a],n[a]));return i}}d.calcXnums=function(t){var e,r=[];for(e=1;e&lt;t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&amp;&amp;null!=n&amp;&amp;null!=i?Math.abs(i-n):0}var a=0;for(e=1;e&lt;t;e++)a+=r[e-1];for(e=1;e&lt;t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e&lt;t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&amp;&amp;null!=n&amp;&amp;null!=i?Math.abs(i-n):0}var a=0;for(e=1;e&lt;t;e++)a+=r[e-1];for(e=1;e&lt;t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],x=b[9],_=b[13];d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r&lt;t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r&lt;x;)r*=2;for(;r&gt;_;)r--,r/=m(r),++r&lt;x&amp;&amp;(r=_);var n=Math.round(r/t);return n&gt;1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),u=1+n+1,c=1+o+1,f=i(new Float32Array(u*c),[u,c]),h=0;h&lt;t.length;++h){this.surface.padField(f,t[h]);var d=i(new Float32Array(s*l),[s,l]);a(d,f,[e,0,0,0,r,0,0,0,1]),t[h]=d}},d.setContourLevels=function(){for(var t=[[],[],[]],e=!1,r=0;r&lt;3;++r)this.showContour[r]&amp;&amp;(e=!0,t[r]=this.scene.contourLevels[r]);e&amp;&amp;this.surface.update({levels:t})},d.update=function(t){var e,r,n,a,s=this.scene,h=s.fullSceneLayout,d=this.surface,p=t.opacity,g=l(t,p),v=s.dataScale,m=t.z[0].length,y=t._ylength,b=s.contourLevels;this.data=t;var x=[];for(e=0;e&lt;3;e++)for(x[e]=[],r=0;r&lt;m;r++)x[e][r]=[];for(r=0;r&lt;m;r++)for(n=0;n&lt;y;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=f(x[2]),c(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r&lt;m;r++)for(t._interpolatedZ[r]=[],n=0;n&lt;y;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=v[e];for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null!=(a=x[e][r][n])&amp;&amp;(this.minValues[e]&gt;a&amp;&amp;(this.minValues[e]=a),this.maxValues[e]&lt;a&amp;&amp;(this.maxValues[e]=a));for(e=0;e&lt;3;e++)t._objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null!=(a=x[e][r][n])&amp;&amp;(x[e][r][n]-=t._objectOffset[e]);var w=[i(new Float32Array(m*y),[m,y]),i(new Float32Array(m*y),[m,y]),i(new Float32Array(m*y),[m,y])];o(w[0],function(t,e){return x[0][t][e]}),o(w[1],function(t,e){return x[1][t][e]}),o(w[2],function(t,e){return x[2][t][e]}),x=[];var A={colormap:g,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacity:t.opacity};if(A.intensityBounds=[t.cmin,t.cmax],t.surfacecolor){var M=i(new Float32Array(m*y),[m,y]);o(M,function(e,r){return t.surfacecolor[r][e]}),w.push(M)}else A.intensityBounds[0]*=v[2],A.intensityBounds[1]*=v[2];(_&lt;w[0].shape[0]||_&lt;w[0].shape[1])&amp;&amp;(this.refineData=!1),!0===this.refineData&amp;&amp;(this.dataScaleX=this.estimateScale(w[0].shape[0],0),this.dataScaleY=this.estimateScale(w[0].shape[1],1),1===this.dataScaleX&amp;&amp;1===this.dataScaleY||this.refineCoords(w)),t.surfacecolor&amp;&amp;(A.intensity=w.pop());var T=[!0,!0,!0],k=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(e=0;e&lt;3;++e){var E=t.contours[k[e]];T[e]=E.highlight,A.showContour[e]=E.show||E.highlight,A.showContour[e]&amp;&amp;(A.contourProject[e]=[E.project.x,E.project.y,E.project.z],E.show?(this.showContour[e]=!0,A.levels[e]=b[e],d.highlightColor[e]=A.contourColor[e]=u(E.color),E.usecolormap?d.highlightTint[e]=A.contourTint[e]=0:d.highlightTint[e]=A.contourTint[e]=1,A.contourWidth[e]=E.width):this.showContour[e]=!1,E.highlight&amp;&amp;(A.dynamicColor[e]=u(E.highlightcolor),A.dynamicWidth[e]=E.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&amp;&amp;e[1]===r[1]&amp;&amp;e[2]===r[2]&amp;&amp;e[3]===r[3]})(g)&amp;&amp;(A.vertexColor=!0),A.objectOffset=[t._objectOffset[0],t._objectOffset[1],t._objectOffset[2]],A.coords=w,d.update(A),d.visible=t.visible,d.enableDynamic=T,d.enableHighlight=T,d.snapToData=!0,&quot;lighting&quot;in t&amp;&amp;(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),&quot;lightposition&quot;in t&amp;&amp;(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),p&amp;&amp;p&lt;1&amp;&amp;(d.supportsTransparency=!0)},d.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../heatmap/find_empties&quot;:606,&quot;../heatmap/interp2d&quot;:607,&quot;gl-surface3d&quot;:163,ndarray:286,&quot;ndarray-fill&quot;:276,&quot;ndarray-homography&quot;:278}],657:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./attributes&quot;);function s(t,e,r){e in t&amp;&amp;!(r in t)&amp;&amp;(t[r]=t[e])}e.exports=function(t,e,r,l){var u,c;function f(r,n){return i.coerce(t,e,o,r,n)}var h=f(&quot;x&quot;),d=f(&quot;y&quot;),p=f(&quot;z&quot;);if(!p||!p.length||h&amp;&amp;h.length&lt;1||d&amp;&amp;d.length&lt;1)e.visible=!1;else{e._xlength=Array.isArray(h)&amp;&amp;i.isArrayOrTypedArray(h[0])?p.length:p[0].length,e._ylength=p.length,e._objectOffset=[0,0,0],n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],l),f(&quot;text&quot;),f(&quot;hovertext&quot;),f(&quot;hovertemplate&quot;),[&quot;lighting.ambient&quot;,&quot;lighting.diffuse&quot;,&quot;lighting.specular&quot;,&quot;lighting.roughness&quot;,&quot;lighting.fresnel&quot;,&quot;lightposition.x&quot;,&quot;lightposition.y&quot;,&quot;lightposition.z&quot;,&quot;hidesurface&quot;,&quot;connectgaps&quot;,&quot;opacity&quot;].forEach(function(t){f(t)});var g=f(&quot;surfacecolor&quot;),v=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(u=0;u&lt;3;++u){var m=&quot;contours.&quot;+v[u],y=f(m+&quot;.show&quot;),b=f(m+&quot;.highlight&quot;);if(y||b)for(c=0;c&lt;3;++c)f(m+&quot;.project.&quot;+v[c]);y&amp;&amp;(f(m+&quot;.color&quot;),f(m+&quot;.width&quot;),f(m+&quot;.usecolormap&quot;)),b&amp;&amp;(f(m+&quot;.highlightcolor&quot;),f(m+&quot;.highlightwidth&quot;))}g||(s(t,&quot;zmin&quot;,&quot;cmin&quot;),s(t,&quot;zmax&quot;,&quot;cmax&quot;),s(t,&quot;zauto&quot;,&quot;cauto&quot;)),a(t,e,l,f,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),e._length=null}}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:654}],658:[function(t,e,r){&quot;use strict&quot;;var n={};n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.colorbar={min:&quot;cmin&quot;,max:&quot;cmax&quot;},n.calc=t(&quot;./calc&quot;),n.plot=t(&quot;./convert&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;surface&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;,&quot;2dMap&quot;,&quot;noOpacity&quot;],n.meta={},e.exports=n},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:654,&quot;./calc&quot;:655,&quot;./convert&quot;:656,&quot;./defaults&quot;:657}]},{},[5])(5)});&lt;/script&gt;\n",
       "        &lt;script&gt;\n",
       "        function decodeBase64(encoded, dtype) {\n",
       "\n",
       "    let getter = {\n",
       "        &quot;float32&quot;: &quot;getFloat32&quot;,\n",
       "        &quot;int32&quot;: &quot;getInt32&quot;\n",
       "    }[dtype];\n",
       "\n",
       "    let arrayType = {\n",
       "        &quot;float32&quot;: Float32Array,\n",
       "        &quot;int32&quot;: Int32Array\n",
       "    }[dtype];\n",
       "\n",
       "    let raw = atob(encoded);\n",
       "    let buffer = new ArrayBuffer(raw.length);\n",
       "    let asIntArray = new Uint8Array(buffer);\n",
       "    for (let i = 0; i !== raw.length; i++) {\n",
       "        asIntArray[i] = raw.charCodeAt(i);\n",
       "    }\n",
       "\n",
       "    let view = new DataView(buffer);\n",
       "    let decoded = new arrayType(\n",
       "        raw.length / arrayType.BYTES_PER_ELEMENT);\n",
       "    for (let i = 0, off = 0; i !== decoded.length;\n",
       "        i++, off += arrayType.BYTES_PER_ELEMENT) {\n",
       "        decoded[i] = view[getter](off, true);\n",
       "    }\n",
       "    return decoded;\n",
       "}\n",
       "\n",
       "function getAxisConfig() {\n",
       "    let axisConfig = {\n",
       "        showgrid: false,\n",
       "        showline: false,\n",
       "        ticks: &#x27;&#x27;,\n",
       "        title: &#x27;&#x27;,\n",
       "        showticklabels: false,\n",
       "            zeroline: false,\n",
       "        showspikes: false,\n",
       "        spikesides: false\n",
       "    };\n",
       "\n",
       "    return axisConfig;\n",
       "}\n",
       "\n",
       "function getLighting() {\n",
       "    return {};\n",
       "    // i.e. use plotly defaults:\n",
       "    // {\n",
       "    //     &quot;ambient&quot;: 0.8,\n",
       "    //     &quot;diffuse&quot;: .8,\n",
       "    //     &quot;fresnel&quot;: .2,\n",
       "    //     &quot;specular&quot;: .05,\n",
       "    //     &quot;roughness&quot;: .5,\n",
       "    //     &quot;facenormalsepsilon&quot;: 1e-6,\n",
       "    //     &quot;vertexnormalsepsilon&quot;: 1e-12\n",
       "    // };\n",
       "\n",
       "}\n",
       "\n",
       "function getConfig() {\n",
       "    let config = {\n",
       "        modeBarButtonsToRemove: [&quot;hoverClosest3d&quot;],\n",
       "        displayLogo: false\n",
       "    };\n",
       "\n",
       "    return config;\n",
       "}\n",
       "\n",
       "function getCamera(plotDivId, viewSelectId) {\n",
       "    let view = $(&quot;#&quot; + viewSelectId).val();\n",
       "    if (view === &quot;custom&quot;) {\n",
       "        try {\n",
       "            return $(&quot;#&quot; + plotDivId)[0].layout.scene.camera;\n",
       "        } catch (e) {\n",
       "            return {};\n",
       "        }\n",
       "    }\n",
       "    let cameras = {\n",
       "        &quot;left&quot;: {eye: {x: -1.7, y: 0, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;right&quot;: {eye: {x: 1.7, y: 0, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;top&quot;: {eye: {x: 0, y: 0, z: 1.7},\n",
       "                up: {x: 0, y: 1, z: 0},\n",
       "                center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;bottom&quot;: {eye: {x: 0, y: 0, z: -1.7},\n",
       "                    up: {x: 0, y: 1, z: 0},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;front&quot;: {eye: {x: 0, y: 1.7, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;back&quot;: {eye: {x: 0, y: -1.7, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "    };\n",
       "\n",
       "    return cameras[view];\n",
       "\n",
       "}\n",
       "\n",
       "function getLayout(plotDivId, viewSelectId, blackBg) {\n",
       "\n",
       "    let camera = getCamera(plotDivId, viewSelectId);\n",
       "    let axisConfig = getAxisConfig();\n",
       "\n",
       "    let height = Math.min($(window).outerHeight() * .9,\n",
       "                            $(window).width() * 2 / 3);\n",
       "    let width = height * 3 / 2;\n",
       "\n",
       "    let layout = {\n",
       "        showlegend: false,\n",
       "        height: height, width: width,\n",
       "        margin: {l:0, r:0, b:0, t:0, pad:0},\n",
       "        hovermode: false,\n",
       "        paper_bgcolor: blackBg ? &#x27;#000&#x27;: &#x27;#fff&#x27;,\n",
       "        axis_bgcolor: &#x27;#333&#x27;,\n",
       "        scene: {\n",
       "            camera: camera,\n",
       "            xaxis: axisConfig,\n",
       "            yaxis: axisConfig,\n",
       "            zaxis: axisConfig\n",
       "        }\n",
       "    };\n",
       "\n",
       "    return layout;\n",
       "\n",
       "}\n",
       "\n",
       "function updateLayout(plotDivId, viewSelectId, blackBg) {\n",
       "    let layout = getLayout(\n",
       "        plotDivId, viewSelectId, blackBg);\n",
       "    Plotly.relayout(plotDivId, layout);\n",
       "}\n",
       "\n",
       "function textColor(black_bg){\n",
       "    if (black_bg){\n",
       "        return &quot;white&quot;;\n",
       "    }\n",
       "    return &quot;black&quot;;\n",
       "}\n",
       "\n",
       "function addColorbar(colorscale, cmin, cmax, divId, layout, config,\n",
       "                     fontsize=25, height=.5, color=&quot;black&quot;) {\n",
       "    // hack to get a colorbar\n",
       "    let dummy = {\n",
       "        &quot;opacity&quot;: 0,\n",
       "        &quot;colorbar&quot;: {&quot;tickfont&quot;: {&quot;size&quot;: fontsize, &quot;color&quot;: color},\n",
       "                     &quot;len&quot;: height},\n",
       "        &quot;type&quot;: &quot;mesh3d&quot;,\n",
       "        &quot;colorscale&quot;: colorscale,\n",
       "        &quot;x&quot;: [1, 0, 0],\n",
       "        &quot;y&quot;: [0, 1, 0],\n",
       "        &quot;z&quot;: [0, 0, 1],\n",
       "        &quot;i&quot;: [0],\n",
       "        &quot;j&quot;: [1],\n",
       "        &quot;k&quot;: [2],\n",
       "        &quot;intensity&quot;: [0.],\n",
       "        &quot;cmin&quot;: cmin,\n",
       "        &quot;cmax&quot;: cmax,\n",
       "    };\n",
       "\n",
       "    Plotly.plot(divId, [dummy], layout, config);\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "function decodeHemisphere(surfaceInfo, surface, hemisphere){\n",
       "\n",
       "    let info = surfaceInfo[surface + &quot;_&quot; + hemisphere];\n",
       "\n",
       "    for (let attribute of [&quot;x&quot;, &quot;y&quot;, &quot;z&quot;]) {\n",
       "        if (!(attribute in info)) {\n",
       "            info[attribute] = decodeBase64(\n",
       "                info[&quot;_&quot; + attribute], &quot;float32&quot;);\n",
       "        }\n",
       "    }\n",
       "\n",
       "    for (let attribute of [&quot;i&quot;, &quot;j&quot;, &quot;k&quot;]) {\n",
       "        if (!(attribute in info)) {\n",
       "            info[attribute] = decodeBase64(\n",
       "                info[&quot;_&quot; + attribute], &quot;int32&quot;);\n",
       "        }\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "        &lt;/script&gt;\n",
       "        \n",
       "    &lt;script&gt;\n",
       "      var connectomeInfo = {&quot;connectome&quot;: {&quot;line_colorscale&quot;: [[0.0, &quot;rgb(0, 0, 255)&quot;], [0.01, &quot;rgb(4, 4, 255)&quot;], [0.02, &quot;rgb(10, 10, 255)&quot;], [0.03, &quot;rgb(14, 14, 255)&quot;], [0.04, &quot;rgb(20, 20, 255)&quot;], [0.051, &quot;rgb(24, 24, 255)&quot;], [0.061, &quot;rgb(30, 30, 255)&quot;], [0.071, &quot;rgb(36, 36, 255)&quot;], [0.081, &quot;rgb(40, 40, 255)&quot;], [0.091, &quot;rgb(46, 46, 255)&quot;], [0.101, &quot;rgb(50, 50, 255)&quot;], [0.111, &quot;rgb(56, 56, 255)&quot;], [0.121, &quot;rgb(62, 62, 255)&quot;], [0.131, &quot;rgb(65, 65, 255)&quot;], [0.141, &quot;rgb(72, 72, 255)&quot;], [0.152, &quot;rgb(76, 76, 255)&quot;], [0.162, &quot;rgb(81, 81, 255)&quot;], [0.172, &quot;rgb(86, 86, 255)&quot;], [0.182, &quot;rgb(92, 92, 255)&quot;], [0.192, &quot;rgb(97, 97, 255)&quot;], [0.202, &quot;rgb(102, 102, 255)&quot;], [0.212, &quot;rgb(108, 108, 255)&quot;], [0.222, &quot;rgb(112, 112, 255)&quot;], [0.232, &quot;rgb(118, 118, 255)&quot;], [0.242, &quot;rgb(124, 124, 255)&quot;], [0.253, &quot;rgb(128, 128, 255)&quot;], [0.263, &quot;rgb(134, 134, 255)&quot;], [0.273, &quot;rgb(138, 138, 255)&quot;], [0.283, &quot;rgb(144, 144, 255)&quot;], [0.293, &quot;rgb(147, 147, 255)&quot;], [0.303, &quot;rgb(154, 154, 255)&quot;], [0.313, &quot;rgb(160, 160, 255)&quot;], [0.323, &quot;rgb(163, 163, 255)&quot;], [0.333, &quot;rgb(170, 170, 255)&quot;], [0.343, &quot;rgb(174, 174, 255)&quot;], [0.354, &quot;rgb(127, 127, 127)&quot;], [0.364, &quot;rgb(127, 127, 127)&quot;], [0.374, &quot;rgb(127, 127, 127)&quot;], [0.384, &quot;rgb(127, 127, 127)&quot;], [0.394, &quot;rgb(127, 127, 127)&quot;], [0.404, &quot;rgb(127, 127, 127)&quot;], [0.414, &quot;rgb(127, 127, 127)&quot;], [0.424, &quot;rgb(127, 127, 127)&quot;], [0.434, &quot;rgb(127, 127, 127)&quot;], [0.444, &quot;rgb(127, 127, 127)&quot;], [0.455, &quot;rgb(127, 127, 127)&quot;], [0.465, &quot;rgb(127, 127, 127)&quot;], [0.475, &quot;rgb(127, 127, 127)&quot;], [0.485, &quot;rgb(127, 127, 127)&quot;], [0.495, &quot;rgb(127, 127, 127)&quot;], [0.505, &quot;rgb(127, 127, 127)&quot;], [0.515, &quot;rgb(127, 127, 127)&quot;], [0.525, &quot;rgb(127, 127, 127)&quot;], [0.535, &quot;rgb(127, 127, 127)&quot;], [0.545, &quot;rgb(127, 127, 127)&quot;], [0.556, &quot;rgb(127, 127, 127)&quot;], [0.566, &quot;rgb(127, 127, 127)&quot;], [0.576, &quot;rgb(127, 127, 127)&quot;], [0.586, &quot;rgb(127, 127, 127)&quot;], [0.596, &quot;rgb(127, 127, 127)&quot;], [0.606, &quot;rgb(127, 127, 127)&quot;], [0.616, &quot;rgb(127, 127, 127)&quot;], [0.626, &quot;rgb(127, 127, 127)&quot;], [0.636, &quot;rgb(127, 127, 127)&quot;], [0.646, &quot;rgb(255, 179, 179)&quot;], [0.657, &quot;rgb(255, 174, 174)&quot;], [0.667, &quot;rgb(255, 170, 170)&quot;], [0.677, &quot;rgb(255, 163, 163)&quot;], [0.687, &quot;rgb(255, 160, 160)&quot;], [0.697, &quot;rgb(255, 154, 154)&quot;], [0.707, &quot;rgb(255, 147, 147)&quot;], [0.717, &quot;rgb(255, 144, 144)&quot;], [0.727, &quot;rgb(255, 138, 138)&quot;], [0.737, &quot;rgb(255, 134, 134)&quot;], [0.747, &quot;rgb(255, 128, 128)&quot;], [0.758, &quot;rgb(255, 124, 124)&quot;], [0.768, &quot;rgb(255, 118, 118)&quot;], [0.778, &quot;rgb(255, 112, 112)&quot;], [0.788, &quot;rgb(255, 108, 108)&quot;], [0.798, &quot;rgb(255, 102, 102)&quot;], [0.808, &quot;rgb(255, 97, 97)&quot;], [0.818, &quot;rgb(255, 92, 92)&quot;], [0.828, &quot;rgb(255, 86, 86)&quot;], [0.838, &quot;rgb(255, 81, 81)&quot;], [0.848, &quot;rgb(255, 76, 76)&quot;], [0.859, &quot;rgb(255, 72, 72)&quot;], [0.869, &quot;rgb(255, 65, 65)&quot;], [0.879, &quot;rgb(255, 62, 62)&quot;], [0.889, &quot;rgb(255, 56, 56)&quot;], [0.899, &quot;rgb(255, 49, 49)&quot;], [0.909, &quot;rgb(255, 46, 46)&quot;], [0.919, &quot;rgb(255, 40, 40)&quot;], [0.929, &quot;rgb(255, 36, 36)&quot;], [0.939, &quot;rgb(255, 30, 30)&quot;], [0.949, &quot;rgb(255, 24, 24)&quot;], [0.96, &quot;rgb(255, 20, 20)&quot;], [0.97, &quot;rgb(255, 14, 14)&quot;], [0.98, &quot;rgb(255, 9, 9)&quot;], [0.99, &quot;rgb(255, 4, 4)&quot;], [1.0, &quot;rgb(255, 0, 0)&quot;]], &quot;line_cmin&quot;: -0.6922246204129878, &quot;line_cmax&quot;: 0.6922246204129878, &quot;_con_w&quot;: &quot;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&quot;, &quot;_con_x&quot;: &quot;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&quot;, &quot;_con_y&quot;: &quot;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&quot;, &quot;_con_z&quot;: &quot;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&quot;, &quot;markers_only&quot;: false, &quot;_marker_x&quot;: &quot;uB5VwkjhVUI9Cpc/MzM3ws3MTL6amRm+16NOQoXr0T6kcL2/ZmYgQuxRF0K4Hj5CuB56QsP1aL/XoybC9igcwuxRIMK4HuvBzcz8QexR9MHsUcLBmpkFQilc4cFmZua+PQrjQeF6UMKkcFJCexRewtejQsLD9VjAFK5ZQh+FUUJmZoY/7FG4v+xRJcJmZoY/PQosQmZmP8KkcEFC&quot;, &quot;_marker_y&quot;: &quot;exQOwRSuz8B7FJXCXI+BwgrXXMIUrk1CKVxtwpoZtsKkcN/BFK6nQcP1XUIUrlHCw/UDwgAAMMD2KGzCcT2aQZqZSkJSuG3CKVxowq5HqsJcj5TCheubwq5HOUJxPQhCSOE+Qilcj8FmZlrBexQvwkjhyEEfhYlBAADswbge60HD9WnC4XpswnsUWkEzMxNBzcxkQa5HAMLsUejB&quot;, &quot;_marker_z&quot;: &quot;pHABQvYo3EHXoyxBUrj+QcP17kFcj/JAPQrnQXE9yj8AAHZCSOEyQvYonD9xPSxCcT0Swc3MxECkcDJCexQtQilcTz/NzDBCj8I2QpqZEUEK1zvBheuJQOF6rEEK16VBPQqxQeF6VEGPwkFBrkchQWZmtkB7FH5CexQuwB+FO0CuR7/BAABdQs3MLEBSuDlCXI8yQJqZJ0IfhSxC&quot;, &quot;marker_size&quot;: 3.0, &quot;marker_color&quot;: [&quot;#440154&quot;, &quot;#46095c&quot;, &quot;#471466&quot;, &quot;#481d6f&quot;, &quot;#472575&quot;, &quot;#462d7c&quot;, &quot;#453681&quot;, &quot;#423e85&quot;, &quot;#3f4587&quot;, &quot;#3c4d8a&quot;, &quot;#39558b&quot;, &quot;#355c8c&quot;, &quot;#32628d&quot;, &quot;#2f698d&quot;, &quot;#2c708e&quot;, &quot;#2a778e&quot;, &quot;#277c8e&quot;, &quot;#25838d&quot;, &quot;#22898d&quot;, &quot;#20908c&quot;, &quot;#1f968b&quot;, &quot;#1e9c89&quot;, &quot;#1fa386&quot;, &quot;#23a883&quot;, &quot;#29af7f&quot;, &quot;#32b57a&quot;, &quot;#3dbb74&quot;, &quot;#47c06e&quot;, &quot;#55c666&quot;, &quot;#64cb5d&quot;, &quot;#74d054&quot;, &quot;#83d34b&quot;, &quot;#95d73f&quot;, &quot;#a7db33&quot;, &quot;#bade27&quot;, &quot;#cae01e&quot;, &quot;#dce218&quot;, &quot;#eee51b&quot;, &quot;#fde724&quot;], &quot;line_width&quot;: 6.0, &quot;colorbar&quot;: true, &quot;cbar_height&quot;: 0.5, &quot;cbar_fontsize&quot;: 25, &quot;title&quot;: null, &quot;title_fontsize&quot;: 25}, &quot;pial_left&quot;: {&quot;_x&quot;: &quot;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&quot;, &quot;_y&quot;: &quot;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&quot;, &quot;_z&quot;: &quot;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&quot;, &quot;_i&quot;: &quot;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&quot;, &quot;_j&quot;: &quot;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&quot;, &quot;_k&quot;: &quot;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&quot;}, &quot;pial_right&quot;: {&quot;_x&quot;: &quot;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&quot;, &quot;_y&quot;: &quot;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&quot;, &quot;_z&quot;: &quot;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&quot;, &quot;_i&quot;: &quot;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&quot;, &quot;_j&quot;: &quot;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&quot;, &quot;_k&quot;: &quot;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&quot;}};\n",
       "      var data = [];\n",
       "\n",
       "      function getOpacity() {\n",
       "        let opacity = $(&quot;#opacity-range&quot;).val();\n",
       "        return opacity == 100 ? 1 : opacity / 300;\n",
       "      }\n",
       "\n",
       "      function makePlot(surface, hemisphere, divId) {\n",
       "        decodeHemisphere(connectomeInfo, surface, hemisphere);\n",
       "        var info = connectomeInfo[surface + &quot;_&quot; + hemisphere];\n",
       "        info[&quot;type&quot;] = &quot;mesh3d&quot;;\n",
       "        info[&quot;color&quot;] = &quot;#aaaaaa&quot;;\n",
       "        info[&quot;opacity&quot;] = getOpacity();\n",
       "        info[&quot;lighting&quot;] = getLighting();\n",
       "        data.push(info);\n",
       "\n",
       "        let layout = getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false);\n",
       "\n",
       "        layout[&quot;title&quot;] = {\n",
       "          text: connectomeInfo[&quot;connectome&quot;][&quot;title&quot;],\n",
       "          font: {\n",
       "            size: connectomeInfo[&quot;connectome&quot;][&quot;title_fontsize&quot;],\n",
       "            color: textColor(connectomeInfo[&quot;black_bg&quot;]),\n",
       "          },\n",
       "          yref: &quot;paper&quot;,\n",
       "          y: 0.9,\n",
       "        };\n",
       "\n",
       "        let config = getConfig();\n",
       "\n",
       "        Plotly.plot(divId, data, layout, config);\n",
       "      }\n",
       "\n",
       "      function addPlot() {\n",
       "        for (let hemisphere of [&quot;left&quot;, &quot;right&quot;]) {\n",
       "          makePlot(&quot;pial&quot;, hemisphere, &quot;connectome-plot&quot;);\n",
       "        }\n",
       "        if (connectomeInfo[&quot;connectome&quot;][&quot;markers_only&quot;]) {\n",
       "          return;\n",
       "        }\n",
       "        if (connectomeInfo[&quot;connectome&quot;][&quot;colorbar&quot;]) {\n",
       "          addColorbar(\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;line_colorscale&quot;],\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;line_cmin&quot;],\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;line_cmax&quot;],\n",
       "            &quot;connectome-plot&quot;,\n",
       "            getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false),\n",
       "            getConfig(),\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;cbar_fontsize&quot;],\n",
       "            connectomeInfo[&quot;connectome&quot;][&quot;cbar_height&quot;],\n",
       "            textColor(connectomeInfo[&quot;black_bg&quot;]),\n",
       "          );\n",
       "        }\n",
       "      }\n",
       "\n",
       "      function updateOpacity() {\n",
       "        let opacity = getOpacity();\n",
       "        data[0][&quot;opacity&quot;] = opacity;\n",
       "        data[1][&quot;opacity&quot;] = opacity;\n",
       "        Plotly.react(\n",
       "          &quot;connectome-plot&quot;,\n",
       "          data,\n",
       "          getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false),\n",
       "          getConfig(),\n",
       "        );\n",
       "      }\n",
       "\n",
       "      function surfaceRelayout() {\n",
       "        return updateLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false);\n",
       "      }\n",
       "\n",
       "      function addConnectome() {\n",
       "        let info = connectomeInfo[&quot;connectome&quot;];\n",
       "\n",
       "        for (let attribute of [&quot;marker_x&quot;, &quot;marker_y&quot;, &quot;marker_z&quot;]) {\n",
       "          if (!(attribute in info)) {\n",
       "            info[attribute] = Array.from(\n",
       "              decodeBase64(info[&quot;_&quot; + attribute], &quot;float32&quot;),\n",
       "            );\n",
       "          }\n",
       "        }\n",
       "\n",
       "        let pyplot_elements = [\n",
       "          {\n",
       "            type: &quot;scatter3d&quot;,\n",
       "            mode: &quot;markers+text&quot;,\n",
       "            x: info[&quot;marker_x&quot;],\n",
       "            y: info[&quot;marker_y&quot;],\n",
       "            z: info[&quot;marker_z&quot;],\n",
       "            opacity: 1,\n",
       "            text: info[&quot;marker_labels&quot;],\n",
       "            marker: {\n",
       "              size: info[&quot;marker_size&quot;],\n",
       "              color: info[&quot;marker_color&quot;],\n",
       "              colorscale: info[&quot;marker_colorscale&quot;],\n",
       "            },\n",
       "          },\n",
       "        ];\n",
       "\n",
       "        if (!info[&quot;markers_only&quot;]) {\n",
       "          for (let attribute of [&quot;con_x&quot;, &quot;con_y&quot;, &quot;con_z&quot;, &quot;con_w&quot;]) {\n",
       "            if (!(attribute in info)) {\n",
       "              info[attribute] = Array.from(\n",
       "                decodeBase64(info[&quot;_&quot; + attribute], &quot;float32&quot;),\n",
       "              );\n",
       "              for (let i = 2; i &lt; info[attribute].length; i += 3) {\n",
       "                info[attribute][i] = null;\n",
       "              }\n",
       "            }\n",
       "          }\n",
       "          pyplot_elements.push({\n",
       "            type: &quot;scatter3d&quot;,\n",
       "            mode: &quot;lines&quot;,\n",
       "            x: info[&quot;con_x&quot;],\n",
       "            y: info[&quot;con_y&quot;],\n",
       "            z: info[&quot;con_z&quot;],\n",
       "            opacity: 1,\n",
       "            line: {\n",
       "              width: info[&quot;line_width&quot;],\n",
       "              color: info[&quot;con_w&quot;],\n",
       "              colorscale: info[&quot;line_colorscale&quot;],\n",
       "              cmin: info[&quot;line_cmin&quot;],\n",
       "              cmax: info[&quot;line_cmax&quot;],\n",
       "            },\n",
       "          });\n",
       "        }\n",
       "\n",
       "        Plotly.plot(&quot;connectome-plot&quot;, pyplot_elements);\n",
       "      }\n",
       "    &lt;/script&gt;\n",
       "    &lt;script&gt;\n",
       "      $(document).ready(function () {\n",
       "        addPlot();\n",
       "        addConnectome();\n",
       "        $(&quot;#select-view&quot;).change(surfaceRelayout);\n",
       "        $(&quot;#connectome-plot&quot;).mouseup(function () {\n",
       "          $(&quot;#select-view&quot;).val(&quot;custom&quot;);\n",
       "        });\n",
       "        $(window).resize(surfaceRelayout);\n",
       "        $(&quot;#opacity-range&quot;).change(updateOpacity);\n",
       "      });\n",
       "    &lt;/script&gt;\n",
       "  &lt;/head&gt;\n",
       "\n",
       "  &lt;body&gt;\n",
       "    &lt;div id=&quot;connectome-plot&quot;&gt;&lt;/div&gt;\n",
       "    &lt;select id=&quot;select-view&quot;&gt;\n",
       "      &lt;option value=&quot;left&quot;&gt;view: Left&lt;/option&gt;\n",
       "      &lt;option value=&quot;right&quot;&gt;view: Right&lt;/option&gt;\n",
       "      &lt;option value=&quot;front&quot;&gt;view: Front&lt;/option&gt;\n",
       "      &lt;option value=&quot;back&quot;&gt;view: Back&lt;/option&gt;\n",
       "      &lt;option value=&quot;top&quot;&gt;view: Top&lt;/option&gt;\n",
       "      &lt;option value=&quot;bottom&quot;&gt;view: Bottom&lt;/option&gt;\n",
       "      &lt;option value=&quot;custom&quot;&gt;view: -&lt;/option&gt;\n",
       "    &lt;/select&gt;\n",
       "    &lt;input id=&quot;opacity-range&quot; type=&quot;range&quot; min=&quot;0&quot; max=&quot;100&quot; value=&quot;30&quot; /&gt;\n",
       "  &lt;/body&gt;\n",
       "&lt;/html&gt;\n",
       "\" width=\"600\" height=\"400\" frameBorder=\"0\"></iframe>"
      ],
      "text/plain": [
       "<nilearn.plotting.html_connectome.ConnectomeView at 0x7f2ee4dd64c0>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plotting.view_connectome(corrected_correlation_matrix, edge_threshold=0.2,\n",
    "                         node_coords=msdl_atlas.region_coords)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57525969",
   "metadata": {},
   "source": [
    "In both the matrix and connectome forms,\n",
    "we can see a big difference when including the confounds!\n",
    "This is an important reminder to make sure that your data are cleaned of any possible sources of noise _before_ running a machine learning analysis.\n",
    "Otherwise, you might be classifying participants on e.g. amount of head motion rather than a feature of interest!\n",
    "\n",
    "## Exercises!\n",
    "\n",
    "\n",
    "1. Load different atlases and view them!\n",
    "\n",
    "    - Try to load a different atlas availible through the `nilearn.datasets` module.\n",
    "    - Try to show one region of interest. You might need `nilearn.images` module.\n",
    "\n",
    "2. Masker report!\n",
    "\n",
    "    Nilearn has added a new feature to generate visualised reports for the masker!\n",
    "    [Here](https://nilearn.github.io/stable/manipulating_images/masker_objects.html?highlight=masker+report#visualizing-the-computed-mask) is the relevant section.\n",
    "    Try the report function on different type of maskers!\n",
    "\n",
    "3. Try different options in `plotting.plot_matrix`\n",
    "\n",
    "    - In a new cell, try this command `plotting.plot_matrix?` to see the full documentation.\n",
    "    - See all these options we didn't cover? Try them and see what changes in the figures.\n",
    "\n",
    "## References\n",
    "\n",
    "```{bibliography}\n",
    ":filter: docname in docnames\n",
    "```"
   ]
  }
 ],
 "metadata": {
  "jupytext": {
   "cell_metadata_filter": "-all",
   "formats": "md:myst",
   "text_representation": {
    "extension": ".md",
    "format_name": "myst",
    "format_version": 0.13,
    "jupytext_version": "1.11.5"
   }
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.18"
  },
  "source_map": [
   14,
   18,
   23,
   36,
   42,
   62,
   137,
   150,
   176,
   212,
   221,
   229,
   234,
   251,
   256,
   300,
   307,
   312,
   314,
   369,
   372,
   385,
   388,
   426,
   431,
   435,
   439,
   443,
   446,
   459,
   461,
   481,
   489,
   493,
   496
  ]
 },
 "nbformat": 4,
 "nbformat_minor": 5
}