bradyrx/MPAS-O_plotting.ipynb

## MPAS-O_plotting.ipynb
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Attempts to Plot MPAS-O Unstructured Mesh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import xarray as xr\n",
    "import fsspec\n",
    "\n",
    "from colorcet import cwr\n",
    "import datashader.transfer_functions as tf\n",
    "import datashader\n",
    "\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Example output of one time step of air-sea CO$_{2}$ flux from the Model for Prediction Across Scales-Ocean (MPAS-O). This uses an unstructured mesh of hexagons (https://mpas-dev.github.io/)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "ds = xr.open_zarr(fsspec.get_mapper('gcs://unstructured_mesh/mpas-o.fgco2')).load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<xarray.Dataset>\n",
      "Dimensions:      (maxEdges: 6, nCells: 1445361)\n",
      "Coordinates:\n",
      "    cellsOnCell  (nCells, maxEdges) int32 964116 601354 1107590 ... 6220 485358\n",
      "    latCell      (nCells) float64 -0.7747 -3.074e-13 0.4775 ... -0.9007 -0.8174\n",
      "    lonCell      (nCells) float64 0.6047 4.556 3.685 5.78 ... 1.433 1.537 3.689\n",
      "Dimensions without coordinates: maxEdges, nCells\n",
      "Data variables:\n",
      "    fgco2        (nCells) float32 -5.9802423e-06 ... 2.3290844e-05\n"
     ]
    }
   ],
   "source": [
    "print(ds)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The MPAS-O mesh is hexagonal, so we have a variable `cellsOnCell` that point to the six neighboring cell IDs. Numbers in this plot correspond to the `maxEdges` index. Here I plot the neighboring cell centers."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "CELL_ID=100\n",
    "\n",
    "f, ax = plt.subplots()\n",
    "ax.plot(ds.lonCell.isel(nCells=CELL_ID),\n",
    "        ds.latCell.isel(nCells=CELL_ID), 'ok')\n",
    "\n",
    "for i in range(6):\n",
    "    # Correct for zero-indexing.\n",
    "    nCell = ds.cellsOnCell.isel(nCells=CELL_ID, maxEdges=i) - 1\n",
    "    x = ds['lonCell'].isel(nCells=nCell)\n",
    "    y = ds['latCell'].isel(nCells=nCell)\n",
    "    ax.plot(x, y, 'or')\n",
    "    ax.text(x+0.0001, y-0.0001, str(i))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attempt at using `trimesh`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          x             y         z\n",
      "0  0.604680 -7.747028e-01 -0.000006\n",
      "1  4.556392 -3.074000e-13 -0.000113\n",
      "2  3.685307  4.775408e-01 -0.000052\n",
      "3  5.779702  4.775408e-01 -0.000049\n",
      "4  4.793470 -7.747028e-01  0.000031\n"
     ]
    }
   ],
   "source": [
    "verts = pd.DataFrame({'x': ds.lonCell, 'y': ds.latCell, 'z': ds.fgco2})\n",
    "print(verts.head())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`TriMesh` takes a `tris` argument that points to the three indices from `verts` that make up the triangle. Here I go through every cell center and construct triangles from neighboring cells 1 and 2 (see above)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "cell0 = ds.nCells # base cell\n",
    "cell1 = ds.cellsOnCell.isel(maxEdges=1)-1\n",
    "cell2 = ds.cellsOnCell.isel(maxEdges=2)-1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Cleanup impartial cells so we don't include triangles on the boundary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "tris = np.stack([cell0, cell1, cell2]).T\n",
    "# Remove any rows with -1 in them\n",
    "tris = tris[~np.any(tris==-1, axis=1)]\n",
    "tris = pd.DataFrame({'v0': tris[:, 0],\n",
    "                     'v1': tris[:, 1],\n",
    "                     'v2': tris[:, 2]})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/html": [
       "<img style=\"margin: auto; border:1px solid\" src='data:image/png;base64,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'/>"
      ],
      "text/plain": [
       "<xarray.Image (y: 400, x: 400)>\n",
       "array([[         0,          0,          0, ...,          0,          0,\n",
       "                 0],\n",
       "       [         0,          0,          0, ...,          0,          0,\n",
       "                 0],\n",
       "       [         0,          0,          0, ...,          0,          0,\n",
       "                 0],\n",
       "       ...,\n",
       "       [         0,          0,          0, ...,          0,          0,\n",
       "                 0],\n",
       "       [         0,          0,          0, ..., 4294374114, 4294374114,\n",
       "                 0],\n",
       "       [         0,          0,          0, ...,          0,          0,\n",
       "                 0]], dtype=uint32)\n",
       "Coordinates:\n",
       "  * x        (x) float64 0.007856 0.02356 0.03927 0.05498 ... 6.244 6.26 6.275\n",
       "  * y        (y) float64 -1.368 -1.361 -1.354 -1.346 ... 1.545 1.552 1.56 1.567"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cvs = datashader.Canvas(plot_height=400, plot_width=400)\n",
    "\n",
    "tf.shade(cvs.trimesh(verts, tris), cmap=cwr)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Using GeoViews**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n",
       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
       "  var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  var CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    var script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when an output is cleared or removed\n",
       "   */\n",
       "  function handleClearOutput(event, handle) {\n",
       "    var cell = handle.cell;\n",
       "\n",
       "    var id = cell.output_area._bokeh_element_id;\n",
       "    var server_id = cell.output_area._bokeh_server_id;\n",
       "    // Clean up Bokeh references\n",
       "    if (id != null && id in Bokeh.index) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
       "    }\n",
       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
       "      var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            var id = msg.content.text.trim();\n",
       "            if (id in Bokeh.index) {\n",
       "              Bokeh.index[id].model.document.clear();\n",
       "              delete Bokeh.index[id];\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "      // Destroy server and session\n",
       "      var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    var output_area = handle.output_area;\n",
       "    var output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
       "      return\n",
       "    }\n",
       "\n",
       "    var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
       "\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
       "      toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
       "      // store reference to embed id on output_area\n",
       "      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "    }\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "      var bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      var script_attrs = bk_div.children[0].attributes;\n",
       "      for (var i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      var toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
       "        CLASS_NAME,\n",
       "        EXEC_MIME_TYPE\n",
       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
       "      var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "      render(props, toinsert[toinsert.length - 1]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
       "     * Register the mime type and append_mime function with output_area\n",
       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
       "      safe: true,\n",
       "      /* Index of renderer in `output_area.display_order` */\n",
       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  \n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    var el = document.getElementById(null);\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
       "        if (callback != null)\n",
       "          callback();\n",
       "      });\n",
       "    } finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = css_urls.length + js_urls.length;\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function on_error() {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    for (var i = 0; i < css_urls.length; i++) {\n",
       "      var url = css_urls[i];\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }\n",
       "\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  \n",
       "  var js_urls = [];\n",
       "  var css_urls = [];\n",
       "  \n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      /* BEGIN bokeh.min.js */\n",
       "      /*!\n",
       "       * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n",
       "       * All rights reserved.\n",
       "       * \n",
       "       * Redistribution and use in source and binary forms, with or without modification,\n",
       "       * are permitted provided that the following conditions are met:\n",
       "       * \n",
       "       * Redistributions of source code must retain the above copyright notice,\n",
       "       * this list of conditions and the following disclaimer.\n",
       "       * \n",
       "       * Redistributions in binary form must reproduce the above copyright notice,\n",
       "       * this list of conditions and the following disclaimer in the documentation\n",
       "       * and/or other materials provided with the distribution.\n",
       "       * \n",
       "       * Neither the name of Anaconda nor the names of any contributors\n",
       "       * may be used to endorse or promote products derived from this software\n",
       "       * without specific prior written permission.\n",
       "       * \n",
       "       * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n",
       "       * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n",
       "       * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n",
       "       * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n",
       "       * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n",
       "       * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n",
       "       * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n",
       "       * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n",
       "       * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n",
       "       * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n",
       "       * THE POSSIBILITY OF SUCH DAMAGE.\n",
       "      */\n",
       "      (function(root, factory) {\n",
       "        root[\"Bokeh\"] = factory();\n",
       "      })(this, function() {\n",
       "        var define;\n",
       "        var parent_require = typeof require === \"function\" && require\n",
       "        return (function(modules, entry, aliases, externals) {\n",
       "          if (aliases === undefined) aliases = {};\n",
       "          if (externals === undefined) externals = {};\n",
       "\n",
       "          var cache = {};\n",
       "\n",
       "          var normalize = function(name) {\n",
       "            if (typeof name === \"number\")\n",
       "              return name;\n",
       "\n",
       "            if (name === \"bokehjs\")\n",
       "              return entry;\n",
       "\n",
       "            var prefix = \"@bokehjs/\"\n",
       "            if (name.slice(0, prefix.length) === prefix)\n",
       "              name = name.slice(prefix.length)\n",
       "\n",
       "            var alias = aliases[name]\n",
       "            if (alias != null)\n",
       "              return alias;\n",
       "\n",
       "            var trailing = name.length > 0 && name[name.lenght-1] === \"/\";\n",
       "            var index = aliases[name + (trailing ? \"\" : \"/\") + \"index\"];\n",
       "            if (index != null)\n",
       "              return index;\n",
       "\n",
       "            return name;\n",
       "          }\n",
       "\n",
       "          var require = function(name) {\n",
       "            var mod = cache[name];\n",
       "            if (!mod) {\n",
       "              var id = normalize(name);\n",
       "\n",
       "              mod = cache[id];\n",
       "              if (!mod) {\n",
       "                if (!modules[id]) {\n",
       "                  if (parent_require && externals[id]) {\n",
       "                    try {\n",
       "                      mod = {exports: parent_require(id)};\n",
       "                      cache[id] = cache[name] = mod;\n",
       "                      return mod.exports;\n",
       "                    } catch (e) {}\n",
       "                  }\n",
       "\n",
       "                  var err = new Error(\"Cannot find module '\" + name + \"'\");\n",
       "                  err.code = 'MODULE_NOT_FOUND';\n",
       "                  throw err;\n",
       "                }\n",
       "\n",
       "                mod = {exports: {}};\n",
       "                cache[id] = cache[name] = mod;\n",
       "                modules[id].call(mod.exports, require, mod, mod.exports);\n",
       "              } else\n",
       "                cache[name] = mod;\n",
       "            }\n",
       "\n",
       "            return mod.exports;\n",
       "          }\n",
       "\n",
       "          var main = require(entry);\n",
       "          main.require = require;\n",
       "\n",
       "          main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {\n",
       "            if (plugin_aliases === undefined) plugin_aliases = {};\n",
       "            if (plugin_externals === undefined) plugin_externals = {};\n",
       "\n",
       "            for (var name in plugin_modules) {\n",
       "              modules[name] = plugin_modules[name];\n",
       "            }\n",
       "\n",
       "            for (var name in plugin_aliases) {\n",
       "              aliases[name] = plugin_aliases[name];\n",
       "            }\n",
       "\n",
       "            for (var name in plugin_externals) {\n",
       "              externals[name] = plugin_externals[name];\n",
       "            }\n",
       "\n",
       "            var plugin = require(plugin_entry);\n",
       "\n",
       "            for (var name in plugin) {\n",
       "              main[name] = plugin[name];\n",
       "            }\n",
       "\n",
       "            return plugin;\n",
       "          }\n",
       "\n",
       "          return main;\n",
       "        })\n",
       "      ([\n",
       "      function _(n,o,r){n(1),function(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}(n(102))},\n",
       "      function _(n,c,f){n(2),n(11),n(14),n(21),n(49),n(52),n(87),n(94),n(100)},\n",
       "      function _(e,n,a){e(3)()||Object.defineProperty(Object,\"assign\",{value:e(4),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(r,t,o){t.exports=function(){var r,t=Object.assign;return\"function\"==typeof t&&(t(r={foo:\"raz\"},{bar:\"dwa\"},{trzy:\"trzy\"}),r.foo+r.bar+r.trzy===\"razdwatrzy\")}},\n",
       "      function _(t,r,n){var o=t(5),c=t(10),a=Math.max;r.exports=function(t,r){var n,f,h,i=a(arguments.length,2);for(t=Object(c(t)),h=function(o){try{t[o]=r[o]}catch(t){n||(n=t)}},f=1;f<i;++f)r=arguments[f],o(r).forEach(h);if(void 0!==n)throw n;return t}},\n",
       "      function _(e,t,c){t.exports=e(6)()?Object.keys:e(7)},\n",
       "      function _(t,r,e){r.exports=function(){try{return Object.keys(\"primitive\"),!0}catch(t){return!1}}},\n",
       "      function _(t,e,n){var c=t(8),r=Object.keys;e.exports=function(t){return r(c(t)?Object(t):t)}},\n",
       "      function _(n,r,t){var u=n(9)();r.exports=function(n){return n!==u&&null!==n}},\n",
       "      function _(n,o,t){o.exports=function(){}},\n",
       "      function _(n,r,e){var o=n(8);r.exports=function(n){if(!o(n))throw new TypeError(\"Cannot use null or undefined\");return n}},\n",
       "      function _(e,r,n){e(12)()||Object.defineProperty(Number,\"isInteger\",{value:e(13),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(n,t,e){t.exports=function(){var n=Number.isInteger;return\"function\"==typeof n&&(!n(\"23\")&&n(34)&&!n(32.34))}},\n",
       "      function _(n,t,e){t.exports=function(n){return\"number\"==typeof n&&n%1==0}},\n",
       "      function _(e,r,t){e(15)()||Object.defineProperty(String.prototype,\"repeat\",{value:e(16),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(o,f,t){f.exports=function(){return\"function\"==typeof\"foo\".repeat&&\"foofoo\"===\"foo\".repeat(2)}},\n",
       "      function _(r,n,t){var o=r(10),e=r(17);n.exports=function(r){var n,t=String(o(this));if((r=e(r))<0)throw new RangeError(\"Count must be >= 0\");if(!isFinite(r))throw new RangeError(\"Count must be < ∞\");for(n=\"\";r;)r%2&&(n+=t),r>1&&(t+=t),r>>=1;return n}},\n",
       "      function _(t,i,n){var r=t(18),a=Math.abs,o=Math.floor;i.exports=function(t){return isNaN(t)?0:0!==(t=Number(t))&&isFinite(t)?r(t)*o(a(t)):t}},\n",
       "      function _(n,t,i){t.exports=n(19)()?Math.sign:n(20)},\n",
       "      function _(n,t,o){t.exports=function(){var n=Math.sign;return\"function\"==typeof n&&(1===n(10)&&-1===n(-20))}},\n",
       "      function _(n,r,t){r.exports=function(n){return n=Number(n),isNaN(n)||0===n?n:n>0?1:-1}},\n",
       "      function _(e,r,a){e(22)()||Object.defineProperty(Array,\"from\",{value:e(23),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(n,o,r){o.exports=function(){var n,o,r=Array.from;return\"function\"==typeof r&&(o=r(n=[\"raz\",\"dwa\"]),Boolean(o&&o!==n&&\"dwa\"===o[1]))}},\n",
       "      function _(e,l,r){var n=e(24).iterator,t=e(44),a=e(45),i=e(46),u=e(47),o=e(10),f=e(8),c=e(48),v=Array.isArray,h=Function.prototype.call,y={configurable:!0,enumerable:!0,writable:!0,value:null},s=Object.defineProperty;l.exports=function(e){var l,r,A,g,p,w,b,d,x,j,O=arguments[1],m=arguments[2];if(e=Object(o(e)),f(O)&&u(O),this&&this!==Array&&a(this))l=this;else{if(!O){if(t(e))return 1!==(p=e.length)?Array.apply(null,e):((g=new Array(1))[0]=e[0],g);if(v(e)){for(g=new Array(p=e.length),r=0;r<p;++r)g[r]=e[r];return g}}g=[]}if(!v(e))if(void 0!==(x=e[n])){for(b=u(x).call(e),l&&(g=new l),d=b.next(),r=0;!d.done;)j=O?h.call(O,m,d.value,r):d.value,l?(y.value=j,s(g,r,y)):g[r]=j,d=b.next(),++r;p=r}else if(c(e)){for(p=e.length,l&&(g=new l),r=0,A=0;r<p;++r)j=e[r],r+1<p&&(w=j.charCodeAt(0))>=55296&&w<=56319&&(j+=e[++r]),j=O?h.call(O,m,j,A):j,l?(y.value=j,s(g,A,y)):g[A]=j,++A;p=A}if(void 0===p)for(p=i(e.length),l&&(g=new l(p)),r=0;r<p;++r)j=O?h.call(O,m,e[r],r):e[r],l?(y.value=j,s(g,r,y)):g[r]=j;return l&&(y.value=null,g.length=p),g}},\n",
       "      function _(o,n,t){n.exports=o(25)()?o(26).Symbol:o(27)},\n",
       "      function _(t,o,r){var e=t(26),n={object:!0,symbol:!0};o.exports=function(){var t,o=e.Symbol;if(\"function\"!=typeof o)return!1;t=o(\"test symbol\");try{String(t)}catch(t){return!1}return!!n[typeof o.iterator]&&(!!n[typeof o.toPrimitive]&&!!n[typeof o.toStringTag])}},\n",
       "      function _(t,e,o){e.exports=function(){if(this)return this;Object.defineProperty(Object.prototype,\"__global__\",{get:function(){return this},configurable:!0});try{return __global__}finally{delete Object.prototype.__global__}}()},\n",
       "      function _(t,o,r){var n,e,i,c=t(28),p=t(39),y=t(26).Symbol,s=t(41),u=t(42),f=t(43),_=Object.create,a=Object.defineProperties,S=Object.defineProperty;if(\"function\"==typeof y)try{String(y()),i=!0}catch(t){}else y=null;e=function(t){if(this instanceof e)throw new TypeError(\"Symbol is not a constructor\");return n(t)},o.exports=n=function t(o){var r;if(this instanceof t)throw new TypeError(\"Symbol is not a constructor\");return i?y(o):(r=_(e.prototype),o=void 0===o?\"\":String(o),a(r,{__description__:c(\"\",o),__name__:c(\"\",s(o))}))},u(n),f(n),a(e.prototype,{constructor:c(n),toString:c(\"\",function(){return this.__name__})}),a(n.prototype,{toString:c(function(){return\"Symbol (\"+p(this).__description__+\")\"}),valueOf:c(function(){return p(this)})}),S(n.prototype,n.toPrimitive,c(\"\",function(){var t=p(this);return\"symbol\"==typeof t?t:t.toString()})),S(n.prototype,n.toStringTag,c(\"c\",\"Symbol\")),S(e.prototype,n.toStringTag,c(\"c\",n.prototype[n.toStringTag])),S(e.prototype,n.toPrimitive,c(\"c\",n.prototype[n.toPrimitive]))},\n",
       "      function _(l,e,n){var r=l(29),a=l(30),t=l(34),c=l(35),i=l(36);(e.exports=function(l,e){var n,a,o,u,v;return arguments.length<2||\"string\"!=typeof l?(u=e,e=l,l=null):u=arguments[2],r(l)?(n=i.call(l,\"c\"),a=i.call(l,\"e\"),o=i.call(l,\"w\")):(n=o=!0,a=!1),v={value:e,configurable:n,enumerable:a,writable:o},u?t(c(u),v):v}).gs=function(l,e,n){var o,u,v,f;return\"string\"!=typeof l?(v=n,n=e,e=l,l=null):v=arguments[3],r(e)?a(e)?r(n)?a(n)||(v=n,n=void 0):n=void 0:(v=e,e=n=void 0):e=void 0,r(l)?(o=i.call(l,\"c\"),u=i.call(l,\"e\")):(o=!0,u=!1),f={get:e,set:n,configurable:o,enumerable:u},v?t(c(v),f):f}},\n",
       "      function _(n,t,u){t.exports=function(n){return null!=n}},\n",
       "      function _(t,n,o){var r=t(31),s=/^\\s*class[\\s{\\/}]/,c=Function.prototype.toString;n.exports=function(t){return!!r(t)&&!s.test(c.call(t))}},\n",
       "      function _(t,n,r){var e=t(32);n.exports=function(t){if(\"function\"!=typeof t)return!1;if(!hasOwnProperty.call(t,\"length\"))return!1;try{if(\"number\"!=typeof t.length)return!1;if(\"function\"!=typeof t.call)return!1;if(\"function\"!=typeof t.apply)return!1}catch(t){return!1}return!e(t)}},\n",
       "      function _(r,t,n){var o=r(33);t.exports=function(r){if(!o(r))return!1;try{return!!r.constructor&&r.constructor.prototype===r}catch(r){return!1}}},\n",
       "      function _(n,t,e){var o=n(29),r={object:!0,function:!0,undefined:!0};t.exports=function(n){return!!o(n)&&hasOwnProperty.call(r,typeof n)}},\n",
       "      function _(n,s,t){s.exports=n(3)()?Object.assign:n(4)},\n",
       "      function _(r,n,t){var c=r(8),o=Array.prototype.forEach,a=Object.create;n.exports=function(r){var n=a(null);return o.call(arguments,function(r){c(r)&&function(r,n){var t;for(t in r)n[t]=r[t]}(Object(r),n)}),n}},\n",
       "      function _(t,n,o){n.exports=t(37)()?String.prototype.contains:t(38)},\n",
       "      function _(n,o,t){var a=\"razdwatrzy\";o.exports=function(){return\"function\"==typeof a.contains&&(!0===a.contains(\"dwa\")&&!1===a.contains(\"foo\"))}},\n",
       "      function _(t,n,r){var i=String.prototype.indexOf;n.exports=function(t){return i.call(this,t,arguments[1])>-1}},\n",
       "      function _(r,n,o){var t=r(40);n.exports=function(r){if(!t(r))throw new TypeError(r+\" is not a symbol\");return r}},\n",
       "      function _(o,t,n){t.exports=function(o){return!!o&&(\"symbol\"==typeof o||!!o.constructor&&(\"Symbol\"===o.constructor.name&&\"Symbol\"===o[o.constructor.toStringTag]))}},\n",
       "      function _(t,e,n){var r=t(28),o=Object.create,c=Object.defineProperty,u=Object.prototype,f=o(null);e.exports=function(t){for(var e,n,o=0;f[t+(o||\"\")];)++o;return f[t+=o||\"\"]=!0,c(u,e=\"@@\"+t,r.gs(null,function(t){n||(n=!0,c(this,e,r(t)),n=!1)})),e}},\n",
       "      function _(e,t,a){var s=e(28),i=e(26).Symbol;t.exports=function(e){return Object.defineProperties(e,{hasInstance:s(\"\",i&&i.hasInstance||e(\"hasInstance\")),isConcatSpreadable:s(\"\",i&&i.isConcatSpreadable||e(\"isConcatSpreadable\")),iterator:s(\"\",i&&i.iterator||e(\"iterator\")),match:s(\"\",i&&i.match||e(\"match\")),replace:s(\"\",i&&i.replace||e(\"replace\")),search:s(\"\",i&&i.search||e(\"search\")),species:s(\"\",i&&i.species||e(\"species\")),split:s(\"\",i&&i.split||e(\"split\")),toPrimitive:s(\"\",i&&i.toPrimitive||e(\"toPrimitive\")),toStringTag:s(\"\",i&&i.toStringTag||e(\"toStringTag\")),unscopables:s(\"\",i&&i.unscopables||e(\"unscopables\"))})}},\n",
       "      function _(r,n,e){var t=r(28),i=r(39),o=Object.create(null);n.exports=function(r){return Object.defineProperties(r,{for:t(function(n){return o[n]?o[n]:o[n]=r(String(n))}),keyFor:t(function(r){var n;for(n in i(r),o)if(o[n]===r)return n})})}},\n",
       "      function _(t,n,r){var o=Object.prototype.toString,c=o.call(function(){return arguments}());n.exports=function(t){return o.call(t)===c}},\n",
       "      function _(t,o,n){var e=Object.prototype.toString,c=RegExp.prototype.test.bind(/^[object [A-Za-z0-9]*Function]$/);o.exports=function(t){return\"function\"==typeof t&&c(e.call(t))}},\n",
       "      function _(n,t,r){var a=n(17),o=Math.max;t.exports=function(n){return o(0,a(n))}},\n",
       "      function _(n,o,t){o.exports=function(n){if(\"function\"!=typeof n)throw new TypeError(n+\" is not a function\");return n}},\n",
       "      function _(t,n,o){var e=Object.prototype.toString,r=e.call(\"\");n.exports=function(t){return\"string\"==typeof t||t&&\"object\"==typeof t&&(t instanceof String||e.call(t)===r)||!1}},\n",
       "      function _(e,a,l){e(50)()||Object.defineProperty(Math,\"log10\",{value:e(51),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(n,t,o){t.exports=function(){var n=Math.log10;return\"function\"==typeof n&&.3010299956639812===n(2)}},\n",
       "      function _(N,a,t){var n=Math.log,r=Math.LOG10E;a.exports=function(N){return isNaN(N)?NaN:(N=Number(N))<0?NaN:0===N?-1/0:1===N?0:N===1/0?1/0:n(N)*r}},\n",
       "      function _(e,n,r){e(53)()||Object.defineProperty(e(26),\"Set\",{value:e(54),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(t,e,n){e.exports=function(){var t,e;return\"function\"==typeof Set&&(t=new Set([\"raz\",\"dwa\",\"trzy\"]),\"[object Set]\"===String(t)&&(3===t.size&&(\"function\"==typeof t.add&&(\"function\"==typeof t.clear&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.entries&&(\"function\"==typeof t.forEach&&(\"function\"==typeof t.has&&(\"function\"==typeof t.keys&&(\"function\"==typeof t.values&&(!1===(e=t.values().next()).done&&\"raz\"===e.value)))))))))))}},\n",
       "      function _(t,e,n){var r,i,s,o=t(55),a=t(56),_=t(60),c=t(47),u=t(28),h=t(65),l=t(24),f=t(66),p=t(68),y=t(85),v=t(86),d=Function.prototype.call,D=Object.defineProperty,g=Object.getPrototypeOf;v&&(s=Set),e.exports=r=function(){var t,e=arguments[0];if(!(this instanceof r))throw new TypeError(\"Constructor requires 'new'\");return t=v&&_?_(new s,g(this)):this,null!=e&&f(e),D(t,\"__setData__\",u(\"c\",[])),e?(p(e,function(t){-1===a.call(this,t)&&this.push(t)},t.__setData__),t):t},v&&(_&&_(r,s),r.prototype=Object.create(s.prototype,{constructor:u(r)})),h(Object.defineProperties(r.prototype,{add:u(function(t){return this.has(t)?this:(this.emit(\"_add\",this.__setData__.push(t)-1,t),this)}),clear:u(function(){this.__setData__.length&&(o.call(this.__setData__),this.emit(\"_clear\"))}),delete:u(function(t){var e=a.call(this.__setData__,t);return-1!==e&&(this.__setData__.splice(e,1),this.emit(\"_delete\",e,t),!0)}),entries:u(function(){return new y(this,\"key+value\")}),forEach:u(function(t){var e,n,r,i=arguments[1];for(c(t),n=(e=this.values())._next();void 0!==n;)r=e._resolve(n),d.call(t,i,r,r,this),n=e._next()}),has:u(function(t){return-1!==a.call(this.__setData__,t)}),keys:u(i=function(){return this.values()}),size:u.gs(function(){return this.__setData__.length}),values:u(function(){return new y(this)}),toString:u(function(){return\"[object Set]\"})})),D(r.prototype,l.iterator,u(i)),D(r.prototype,l.toStringTag,u(\"c\",\"Set\"))},\n",
       "      function _(t,n,i){var r=t(10);n.exports=function(){return r(this).length=0,this}},\n",
       "      function _(t,r,e){var i=t(57),n=t(46),o=t(10),a=Array.prototype.indexOf,h=Object.prototype.hasOwnProperty,s=Math.abs,p=Math.floor;r.exports=function(t){var r,e,f,l;if(!i(t))return a.apply(this,arguments);for(e=n(o(this).length),f=arguments[1],r=f=isNaN(f)?0:f>=0?p(f):n(this.length)-p(s(f));r<e;++r)if(h.call(this,r)&&(l=this[r],i(l)))return r;return-1}},\n",
       "      function _(N,e,i){e.exports=N(58)()?Number.isNaN:N(59)},\n",
       "      function _(n,t,o){t.exports=function(){var n=Number.isNaN;return\"function\"==typeof n&&(!n({})&&n(NaN)&&!n(34))}},\n",
       "      function _(n,t,o){t.exports=function(n){return n!=n}},\n",
       "      function _(t,e,o){e.exports=t(61)()?Object.setPrototypeOf:t(62)},\n",
       "      function _(t,e,o){var n=Object.create,r=Object.getPrototypeOf,c={};e.exports=function(){var t=Object.setPrototypeOf,e=arguments[0]||n;return\"function\"==typeof t&&r(t(e(null),c))===c}},\n",
       "      function _(e,t,l){var r,o,n,_,u=e(63),c=e(10),i=Object.prototype.isPrototypeOf,p=Object.defineProperty,f={configurable:!0,enumerable:!1,writable:!0,value:void 0};r=function(e,t){if(c(e),null===t||u(t))return e;throw new TypeError(\"Prototype must be null or an object\")},t.exports=(o=function(){var e,t=Object.create(null),l={},r=Object.getOwnPropertyDescriptor(Object.prototype,\"__proto__\");if(r){try{(e=r.set).call(t,l)}catch(e){}if(Object.getPrototypeOf(t)===l)return{set:e,level:2}}return t.__proto__=l,Object.getPrototypeOf(t)===l?{level:2}:((t={}).__proto__=l,Object.getPrototypeOf(t)===l&&{level:1})}())?(2===o.level?o.set?(_=o.set,n=function(e,t){return _.call(r(e,t),t),e}):n=function(e,t){return r(e,t).__proto__=t,e}:n=function e(t,l){var o;return r(t,l),(o=i.call(e.nullPolyfill,t))&&delete e.nullPolyfill.__proto__,null===l&&(l=e.nullPolyfill),t.__proto__=l,o&&p(e.nullPolyfill,\"__proto__\",f),t},Object.defineProperty(n,\"level\",{configurable:!1,enumerable:!1,writable:!1,value:o.level})):null,e(64)},\n",
       "      function _(n,t,o){var c=n(8),e={function:!0,object:!0};t.exports=function(n){return c(n)&&e[typeof n]||!1}},\n",
       "      function _(e,r,l){var t,n,o,a,i=Object.create;e(61)()||(t=e(62)),r.exports=t?1!==t.level?i:(n={},o={},a={configurable:!1,enumerable:!1,writable:!0,value:void 0},Object.getOwnPropertyNames(Object.prototype).forEach(function(e){o[e]=\"__proto__\"!==e?a:{configurable:!0,enumerable:!1,writable:!0,value:void 0}}),Object.defineProperties(n,o),Object.defineProperty(t,\"nullPolyfill\",{configurable:!1,enumerable:!1,writable:!1,value:n}),function(e,r){return i(null===e?n:e,r)}):i},\n",
       "      function _(e,t,n){var i,l,r,c,_,o,s,a=e(28),h=e(47),f=Function.prototype.apply,u=Function.prototype.call,p=Object.create,b=Object.defineProperty,y=Object.defineProperties,O=Object.prototype.hasOwnProperty,j={configurable:!0,enumerable:!1,writable:!0};l=function(e,t){var n,l;return h(t),l=this,i.call(this,e,n=function(){r.call(l,e,n),f.call(t,this,arguments)}),n.__eeOnceListener__=t,this},_={on:i=function(e,t){var n;return h(t),O.call(this,\"__ee__\")?n=this.__ee__:(n=j.value=p(null),b(this,\"__ee__\",j),j.value=null),n[e]?\"object\"==typeof n[e]?n[e].push(t):n[e]=[n[e],t]:n[e]=t,this},once:l,off:r=function(e,t){var n,i,l,r;if(h(t),!O.call(this,\"__ee__\"))return this;if(!(n=this.__ee__)[e])return this;if(\"object\"==typeof(i=n[e]))for(r=0;l=i[r];++r)l!==t&&l.__eeOnceListener__!==t||(2===i.length?n[e]=i[r?0:1]:i.splice(r,1));else i!==t&&i.__eeOnceListener__!==t||delete n[e];return this},emit:c=function(e){var t,n,i,l,r;if(O.call(this,\"__ee__\")&&(l=this.__ee__[e]))if(\"object\"==typeof l){for(n=arguments.length,r=new Array(n-1),t=1;t<n;++t)r[t-1]=arguments[t];for(l=l.slice(),t=0;i=l[t];++t)f.call(i,this,r)}else switch(arguments.length){case 1:u.call(l,this);break;case 2:u.call(l,this,arguments[1]);break;case 3:u.call(l,this,arguments[1],arguments[2]);break;default:for(n=arguments.length,r=new Array(n-1),t=1;t<n;++t)r[t-1]=arguments[t];f.call(l,this,r)}}},o={on:a(i),once:a(l),off:a(r),emit:a(c)},s=y({},o),t.exports=n=function(e){return null==e?p(s):y(Object(e),o)},n.methods=_},\n",
       "      function _(r,n,t){var e=r(67);n.exports=function(r){if(!e(r))throw new TypeError(r+\" is not iterable\");return r}},\n",
       "      function _(r,t,n){var o=r(44),i=r(8),a=r(48),e=r(24).iterator,f=Array.isArray;t.exports=function(r){return!!i(r)&&(!!f(r)||(!!a(r)||(!!o(r)||\"function\"==typeof r[e])))}},\n",
       "      function _(r,n,t){var a=r(44),e=r(47),o=r(48),l=r(69),c=Array.isArray,i=Function.prototype.call,f=Array.prototype.some;n.exports=function(r,n){var t,u,s,y,p,A,g,v,x=arguments[2];if(c(r)||a(r)?t=\"array\":o(r)?t=\"string\":r=l(r),e(n),s=function(){y=!0},\"array\"!==t)if(\"string\"!==t)for(u=r.next();!u.done;){if(i.call(n,x,u.value,s),y)return;u=r.next()}else for(A=r.length,p=0;p<A&&(g=r[p],p+1<A&&(v=g.charCodeAt(0))>=55296&&v<=56319&&(g+=r[++p]),i.call(n,x,g,s),!y);++p);else f.call(r,function(r){return i.call(n,x,r,s),y})}},\n",
       "      function _(n,t,e){var o=n(44),r=n(48),f=n(70),i=n(84),u=n(66),c=n(24).iterator;t.exports=function(n){return\"function\"==typeof u(n)[c]?n[c]():o(n)?new f(n):r(n)?new i(n):new f(n)}},\n",
       "      function _(t,e,r){var o,_=t(60),i=t(36),n=t(28),l=t(24),a=t(71),s=Object.defineProperty;o=e.exports=function(t,e){if(!(this instanceof o))throw new TypeError(\"Constructor requires 'new'\");a.call(this,t),e=e?i.call(e,\"key+value\")?\"key+value\":i.call(e,\"key\")?\"key\":\"value\":\"value\",s(this,\"__kind__\",n(\"\",e))},_&&_(o,a),delete o.prototype.constructor,o.prototype=Object.create(a.prototype,{_resolve:n(function(t){return\"value\"===this.__kind__?this.__list__[t]:\"key+value\"===this.__kind__?[t,this.__list__[t]]:t})}),s(o.prototype,l.toStringTag,n(\"c\",\"Array Iterator\"))},\n",
       "      function _(_,t,e){var n,i=_(55),o=_(34),s=_(47),r=_(10),h=_(28),d=_(72),c=_(24),u=Object.defineProperty,l=Object.defineProperties;t.exports=n=function(_,t){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");l(this,{__list__:h(\"w\",r(_)),__context__:h(\"w\",t),__nextIndex__:h(\"w\",0)}),t&&(s(t.on),t.on(\"_add\",this._onAdd),t.on(\"_delete\",this._onDelete),t.on(\"_clear\",this._onClear))},delete n.prototype.constructor,l(n.prototype,o({_next:h(function(){var _;if(this.__list__)return this.__redo__&&void 0!==(_=this.__redo__.shift())?_:this.__nextIndex__<this.__list__.length?this.__nextIndex__++:void this._unBind()}),next:h(function(){return this._createResult(this._next())}),_createResult:h(function(_){return void 0===_?{done:!0,value:void 0}:{done:!1,value:this._resolve(_)}}),_resolve:h(function(_){return this.__list__[_]}),_unBind:h(function(){this.__list__=null,delete this.__redo__,this.__context__&&(this.__context__.off(\"_add\",this._onAdd),this.__context__.off(\"_delete\",this._onDelete),this.__context__.off(\"_clear\",this._onClear),this.__context__=null)}),toString:h(function(){return\"[object \"+(this[c.toStringTag]||\"Object\")+\"]\"})},d({_onAdd:h(function(_){_>=this.__nextIndex__||(++this.__nextIndex__,this.__redo__?(this.__redo__.forEach(function(t,e){t>=_&&(this.__redo__[e]=++t)},this),this.__redo__.push(_)):u(this,\"__redo__\",h(\"c\",[_])))}),_onDelete:h(function(_){var t;_>=this.__nextIndex__||(--this.__nextIndex__,this.__redo__&&(-1!==(t=this.__redo__.indexOf(_))&&this.__redo__.splice(t,1),this.__redo__.forEach(function(t,e){t>_&&(this.__redo__[e]=--t)},this)))}),_onClear:h(function(){this.__redo__&&i.call(this.__redo__),this.__nextIndex__=0})}))),u(n.prototype,c.iterator,h(function(){return this}))},\n",
       "      function _(e,t,n){var r,o=e(29),i=e(73),l=e(78),u=e(79),s=e(35),v=e(81),a=Function.prototype.bind,c=Object.defineProperty,f=Object.prototype.hasOwnProperty;r=function(e,t,n){var r,o=i(t)&&l(t.value);return delete(r=u(t)).writable,delete r.value,r.get=function(){return!n.overwriteDefinition&&f.call(this,e)?o:(t.value=a.call(o,n.resolveContext?n.resolveContext(this):this),c(this,e,t),this[e])},r},t.exports=function(e){var t=s(arguments[1]);return o(t.resolveContext)&&l(t.resolveContext),v(e,function(e,n){return r(n,e,t)})}},\n",
       "      function _(n,t,o){var r=n(74),u=n(29);t.exports=function(n){return u(n)?n:r(n,\"Cannot use %v\",arguments[1])}},\n",
       "      function _(r,e,n){var t=r(29),i=r(33),o=r(75),f=r(76),u=function(r,e){return r.replace(\"%v\",f(e))};e.exports=function(r,e,n){if(!i(n))throw new TypeError(u(e,r));if(!t(r)){if(\"default\"in n)return n.default;if(n.isOptional)return null}var f=o(n.errorMessage);throw t(f)||(f=e),new TypeError(u(f,r))}},\n",
       "      function _(t,n,r){var u=t(29),e=t(33),i=Object.prototype.toString;n.exports=function(t){if(!u(t))return null;if(e(t)){var n=t.toString;if(\"function\"!=typeof n)return null;if(n===i)return null}try{return\"\"+t}catch(t){return null}}},\n",
       "      function _(r,e,n){var t=r(77),u=/[\\n\\r\\u2028\\u2029]/g;e.exports=function(r){var e=t(r);return null===e?\"<Non-coercible to string value>\":(e.length>100&&(e=e.slice(0,99)+\"…\"),e=e.replace(u,function(r){switch(r){case\"\\n\":return\"\\\\n\";case\"\\r\":return\"\\\\r\";case\"\\u2028\":return\"\\\\u2028\";case\"\\u2029\":return\"\\\\u2029\";default:throw new Error(\"Unexpected character\")}}))}},\n",
       "      function _(t,r,n){r.exports=function(t){try{return t.toString()}catch(r){try{return String(t)}catch(t){return null}}}},\n",
       "      function _(n,t,i){var o=n(74),r=n(30);t.exports=function(n){return r(n)?n:o(n,\"%v is not a plain function\",arguments[1])}},\n",
       "      function _(n,r,t){var e=n(80),u=n(34),c=n(10);r.exports=function(n){var r=Object(c(n)),t=arguments[1],i=Object(arguments[2]);if(r!==n&&!t)return r;var f={};return t?e(t,function(r){(i.ensure||r in n)&&(f[r]=n[r])}):u(f,n),f}},\n",
       "      function _(r,o,f){o.exports=r(22)()?Array.from:r(23)},\n",
       "      function _(n,t,o){var c=n(47),r=n(82),u=Function.prototype.call;t.exports=function(n,t){var o={},a=arguments[2];return c(t),r(n,function(n,c,r,i){o[c]=u.call(t,a,n,c,r,i)}),o}},\n",
       "      function _(o,c,f){c.exports=o(83)(\"forEach\")},\n",
       "      function _(t,n,o){var c=t(47),e=t(10),r=Function.prototype.bind,u=Function.prototype.call,l=Object.keys,p=Object.prototype.propertyIsEnumerable;n.exports=function(t,n){return function(o,i){var a,f=arguments[2],y=arguments[3];return o=Object(e(o)),c(i),a=l(o),y&&a.sort(\"function\"==typeof y?r.call(y,o):void 0),\"function\"!=typeof t&&(t=a[t]),u.call(t,a,function(t,c){return p.call(o,t)?u.call(i,f,o[t],t,o,c):n})}}},\n",
       "      function _(t,_,e){var n,r=t(60),i=t(28),o=t(24),s=t(71),h=Object.defineProperty;n=_.exports=function(t){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");t=String(t),s.call(this,t),h(this,\"__length__\",i(\"\",t.length))},r&&r(n,s),delete n.prototype.constructor,n.prototype=Object.create(s.prototype,{_next:i(function(){if(this.__list__)return this.__nextIndex__<this.__length__?this.__nextIndex__++:void this._unBind()}),_resolve:i(function(t){var _,e=this.__list__[t];return this.__nextIndex__===this.__length__?e:(_=e.charCodeAt(0))>=55296&&_<=56319?e+this.__list__[this.__nextIndex__++]:e})}),h(n.prototype,o.toStringTag,i(\"c\",\"String Iterator\"))},\n",
       "      function _(t,e,_){var r,i=t(60),o=t(36),n=t(28),s=t(71),a=t(24).toStringTag,c=Object.defineProperty;r=e.exports=function(t,e){if(!(this instanceof r))return new r(t,e);s.call(this,t.__setData__,t),e=e&&o.call(e,\"key+value\")?\"key+value\":\"value\",c(this,\"__kind__\",n(\"\",e))},i&&i(r,s),r.prototype=Object.create(s.prototype,{constructor:n(r),_resolve:n(function(t){return\"value\"===this.__kind__?this.__list__[t]:[this.__list__[t],this.__list__[t]]}),toString:n(function(){return\"[object Set Iterator]\"})}),c(r.prototype,a,n(\"c\",\"Set Iterator\"))},\n",
       "      function _(t,e,o){e.exports=\"undefined\"!=typeof Set&&\"[object Set]\"===Object.prototype.toString.call(Set.prototype)},\n",
       "      function _(e,a,n){e(88)()||Object.defineProperty(e(26),\"Map\",{value:e(89),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(t,e,n){e.exports=function(){var t,e;if(\"function\"!=typeof Map)return!1;try{t=new Map([[\"raz\",\"one\"],[\"dwa\",\"two\"],[\"trzy\",\"three\"]])}catch(t){return!1}return\"[object Map]\"===String(t)&&(3===t.size&&(\"function\"==typeof t.clear&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.entries&&(\"function\"==typeof t.forEach&&(\"function\"==typeof t.get&&(\"function\"==typeof t.has&&(\"function\"==typeof t.keys&&(\"function\"==typeof t.set&&(\"function\"==typeof t.values&&(!1===(e=t.entries().next()).done&&(!!e.value&&(\"raz\"===e.value[0]&&\"one\"===e.value[1])))))))))))))}},\n",
       "      function _(t,e,a){var _,n=t(55),i=t(56),r=t(60),s=t(47),o=t(10),p=t(28),c=t(65),u=t(24),l=t(66),h=t(68),f=t(90),y=t(93),m=Function.prototype.call,D=Object.defineProperties,v=Object.getPrototypeOf;e.exports=_=function(){var t,e,a,n=arguments[0];if(!(this instanceof _))throw new TypeError(\"Constructor requires 'new'\");return a=y&&r&&Map!==_?r(new Map,v(this)):this,null!=n&&l(n),D(a,{__mapKeysData__:p(\"c\",t=[]),__mapValuesData__:p(\"c\",e=[])}),n?(h(n,function(a){var _=o(a)[0];a=a[1],-1===i.call(t,_)&&(t.push(_),e.push(a))},a),a):a},y&&(r&&r(_,Map),_.prototype=Object.create(Map.prototype,{constructor:p(_)})),c(D(_.prototype,{clear:p(function(){this.__mapKeysData__.length&&(n.call(this.__mapKeysData__),n.call(this.__mapValuesData__),this.emit(\"_clear\"))}),delete:p(function(t){var e=i.call(this.__mapKeysData__,t);return-1!==e&&(this.__mapKeysData__.splice(e,1),this.__mapValuesData__.splice(e,1),this.emit(\"_delete\",e,t),!0)}),entries:p(function(){return new f(this,\"key+value\")}),forEach:p(function(t){var e,a,_=arguments[1];for(s(t),a=(e=this.entries())._next();void 0!==a;)m.call(t,_,this.__mapValuesData__[a],this.__mapKeysData__[a],this),a=e._next()}),get:p(function(t){var e=i.call(this.__mapKeysData__,t);if(-1!==e)return this.__mapValuesData__[e]}),has:p(function(t){return-1!==i.call(this.__mapKeysData__,t)}),keys:p(function(){return new f(this,\"key\")}),set:p(function(t,e){var a,_=i.call(this.__mapKeysData__,t);return-1===_&&(_=this.__mapKeysData__.push(t)-1,a=!0),this.__mapValuesData__[_]=e,a&&this.emit(\"_add\",_,t),this}),size:p.gs(function(){return this.__mapKeysData__.length}),values:p(function(){return new f(this,\"value\")}),toString:p(function(){return\"[object Map]\"})})),Object.defineProperty(_.prototype,u.iterator,p(function(){return this.entries()})),Object.defineProperty(_.prototype,u.toStringTag,p(\"c\",\"Map\"))},\n",
       "      function _(t,_,e){var i,n=t(60),r=t(28),o=t(71),s=t(24).toStringTag,a=t(91),u=Object.defineProperties,c=o.prototype._unBind;i=_.exports=function(t,_){if(!(this instanceof i))return new i(t,_);o.call(this,t.__mapKeysData__,t),_&&a[_]||(_=\"key+value\"),u(this,{__kind__:r(\"\",_),__values__:r(\"w\",t.__mapValuesData__)})},n&&n(i,o),i.prototype=Object.create(o.prototype,{constructor:r(i),_resolve:r(function(t){return\"value\"===this.__kind__?this.__values__[t]:\"key\"===this.__kind__?this.__list__[t]:[this.__list__[t],this.__values__[t]]}),_unBind:r(function(){this.__values__=null,c.call(this)}),toString:r(function(){return\"[object Map Iterator]\"})}),Object.defineProperty(i.prototype,s,r(\"c\",\"Map Iterator\"))},\n",
       "      function _(e,u,a){u.exports=e(92)(\"key\",\"value\",\"key+value\")},\n",
       "      function _(r,t,n){var c=Array.prototype.forEach,o=Object.create;t.exports=function(r){var t=o(null);return c.call(arguments,function(r){t[r]=!0}),t}},\n",
       "      function _(t,e,o){e.exports=\"undefined\"!=typeof Map&&\"[object Map]\"===Object.prototype.toString.call(new Map)},\n",
       "      function _(e,a,n){e(95)()||Object.defineProperty(e(26),\"WeakMap\",{value:e(96),configurable:!0,enumerable:!1,writable:!0})},\n",
       "      function _(t,e,n){e.exports=function(){var t,e;if(\"function\"!=typeof WeakMap)return!1;try{t=new WeakMap([[e={},\"one\"],[{},\"two\"],[{},\"three\"]])}catch(t){return!1}return\"[object WeakMap]\"===String(t)&&(\"function\"==typeof t.set&&(t.set({},1)===t&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.has&&\"one\"===t.get(e)))))}},\n",
       "      function _(t,e,a){var r,n=t(8),o=t(60),p=t(97),_=t(10),i=t(98),c=t(28),s=t(69),u=t(68),f=t(24).toStringTag,k=t(99),M=Array.isArray,h=Object.defineProperty,w=Object.prototype.hasOwnProperty,y=Object.getPrototypeOf;e.exports=r=function(){var t,e=arguments[0];if(!(this instanceof r))throw new TypeError(\"Constructor requires 'new'\");return t=k&&o&&WeakMap!==r?o(new WeakMap,y(this)):this,n(e)&&(M(e)||(e=s(e))),h(t,\"__weakMapData__\",c(\"c\",\"$weakMap$\"+i())),e?(u(e,function(e){_(e),t.set(e[0],e[1])}),t):t},k&&(o&&o(r,WeakMap),r.prototype=Object.create(WeakMap.prototype,{constructor:c(r)})),Object.defineProperties(r.prototype,{delete:c(function(t){return!!w.call(p(t),this.__weakMapData__)&&(delete t[this.__weakMapData__],!0)}),get:c(function(t){if(w.call(p(t),this.__weakMapData__))return t[this.__weakMapData__]}),has:c(function(t){return w.call(p(t),this.__weakMapData__)}),set:c(function(t,e){return h(p(t),this.__weakMapData__,c(\"c\",e)),this}),toString:c(function(){return\"[object WeakMap]\"})}),h(r.prototype,f,c(\"c\",\"WeakMap\"))},\n",
       "      function _(n,r,t){var o=n(63);r.exports=function(n){if(!o(n))throw new TypeError(n+\" is not an Object\");return n}},\n",
       "      function _(t,n,r){var e=Object.create(null),o=Math.random;n.exports=function(){var t;do{t=o().toString(36).slice(2)}while(e[t]);return t}},\n",
       "      function _(t,e,o){e.exports=\"function\"==typeof WeakMap&&\"[object WeakMap]\"===Object.prototype.toString.call(new WeakMap)},\n",
       "      function _(l,o,f){o.exports=l(101).polyfill()},\n",
       "      function _(t,e,r){\n",
       "      /*!\n",
       "           * @overview es6-promise - a tiny implementation of Promises/A+.\n",
       "           * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
       "           * @license   Licensed under MIT license\n",
       "           *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
       "           * @version   v4.2.6+9869a4bc\n",
       "           */\n",
       "      !function(t,n){\"object\"==typeof r&&void 0!==e?e.exports=n():\"function\"==typeof define&&define.amd?define(n):t.ES6Promise=n()}(this,function(){\"use strict\";function e(t){return\"function\"==typeof t}var r=Array.isArray?Array.isArray:function(t){return\"[object Array]\"===Object.prototype.toString.call(t)},n=0,o=void 0,i=void 0,s=function(t,e){v[n]=t,v[n+1]=e,2===(n+=2)&&(i?i(p):b())};var u=\"undefined\"!=typeof window?window:void 0,c=u||{},a=c.MutationObserver||c.WebKitMutationObserver,f=\"undefined\"==typeof self&&\"undefined\"!=typeof process&&\"[object process]\"==={}.toString.call(process),l=\"undefined\"!=typeof Uint8ClampedArray&&\"undefined\"!=typeof importScripts&&\"undefined\"!=typeof MessageChannel;function h(){var t=setTimeout;return function(){return t(p,1)}}var v=new Array(1e3);function p(){for(var t=0;t<n;t+=2){(0,v[t])(v[t+1]),v[t]=void 0,v[t+1]=void 0}n=0}var _,d,y,m,b=void 0;function w(t,e){var r=this,n=new this.constructor(j);void 0===n[A]&&L(n);var o=r._state;if(o){var i=arguments[o-1];s(function(){return D(o,n,i,r._result)})}else k(r,n,t,e);return n}function g(t){if(t&&\"object\"==typeof t&&t.constructor===this)return t;var e=new this(j);return O(e,t),e}f?b=function(){return process.nextTick(p)}:a?(d=0,y=new a(p),m=document.createTextNode(\"\"),y.observe(m,{characterData:!0}),b=function(){m.data=d=++d%2}):l?((_=new MessageChannel).port1.onmessage=p,b=function(){return _.port2.postMessage(0)}):b=void 0===u&&\"function\"==typeof t?function(){try{var t=Function(\"return this\")().require(\"vertx\");return void 0!==(o=t.runOnLoop||t.runOnContext)?function(){o(p)}:h()}catch(t){return h()}}():h();var A=Math.random().toString(36).substring(2);function j(){}var S=void 0,E=1,T=2,M={error:null};function P(t){try{return t.then}catch(t){return M.error=t,M}}function C(t,r,n){r.constructor===t.constructor&&n===w&&r.constructor.resolve===g?function(t,e){e._state===E?F(t,e._result):e._state===T?Y(t,e._result):k(e,void 0,function(e){return O(t,e)},function(e){return Y(t,e)})}(t,r):n===M?(Y(t,M.error),M.error=null):void 0===n?F(t,r):e(n)?function(t,e,r){s(function(t){var n=!1,o=function(t,e,r,n){try{t.call(e,r,n)}catch(t){return t}}(r,e,function(r){n||(n=!0,e!==r?O(t,r):F(t,r))},function(e){n||(n=!0,Y(t,e))},t._label);!n&&o&&(n=!0,Y(t,o))},t)}(t,r,n):F(t,r)}function O(t,e){var r,n;t===e?Y(t,new TypeError(\"You cannot resolve a promise with itself\")):(n=typeof(r=e),null===r||\"object\"!==n&&\"function\"!==n?F(t,e):C(t,e,P(e)))}function x(t){t._onerror&&t._onerror(t._result),q(t)}function F(t,e){t._state===S&&(t._result=e,t._state=E,0!==t._subscribers.length&&s(q,t))}function Y(t,e){t._state===S&&(t._state=T,t._result=e,s(x,t))}function k(t,e,r,n){var o=t._subscribers,i=o.length;t._onerror=null,o[i]=e,o[i+E]=r,o[i+T]=n,0===i&&t._state&&s(q,t)}function q(t){var e=t._subscribers,r=t._state;if(0!==e.length){for(var n=void 0,o=void 0,i=t._result,s=0;s<e.length;s+=3)n=e[s],o=e[s+r],n?D(r,n,o,i):o(i);t._subscribers.length=0}}function D(t,r,n,o){var i=e(n),s=void 0,u=void 0,c=void 0,a=void 0;if(i){if((s=function(t,e){try{return t(e)}catch(t){return M.error=t,M}}(n,o))===M?(a=!0,u=s.error,s.error=null):c=!0,r===s)return void Y(r,new TypeError(\"A promises callback cannot return that same promise.\"))}else s=o,c=!0;r._state!==S||(i&&c?O(r,s):a?Y(r,u):t===E?F(r,s):t===T&&Y(r,s))}var K=0;function L(t){t[A]=K++,t._state=void 0,t._result=void 0,t._subscribers=[]}var N=function(){function t(t,e){this._instanceConstructor=t,this.promise=new t(j),this.promise[A]||L(this.promise),r(e)?(this.length=e.length,this._remaining=e.length,this._result=new Array(this.length),0===this.length?F(this.promise,this._result):(this.length=this.length||0,this._enumerate(e),0===this._remaining&&F(this.promise,this._result))):Y(this.promise,new Error(\"Array Methods must be provided an Array\"))}return t.prototype._enumerate=function(t){for(var e=0;this._state===S&&e<t.length;e++)this._eachEntry(t[e],e)},t.prototype._eachEntry=function(t,e){var r=this._instanceConstructor,n=r.resolve;if(n===g){var o=P(t);if(o===w&&t._state!==S)this._settledAt(t._state,e,t._result);else if(\"function\"!=typeof o)this._remaining--,this._result[e]=t;else if(r===U){var i=new r(j);C(i,t,o),this._willSettleAt(i,e)}else this._willSettleAt(new r(function(e){return e(t)}),e)}else this._willSettleAt(n(t),e)},t.prototype._settledAt=function(t,e,r){var n=this.promise;n._state===S&&(this._remaining--,t===T?Y(n,r):this._result[e]=r),0===this._remaining&&F(n,this._result)},t.prototype._willSettleAt=function(t,e){var r=this;k(t,void 0,function(t){return r._settledAt(E,e,t)},function(t){return r._settledAt(T,e,t)})},t}();var U=function(){function t(e){this[A]=K++,this._result=this._state=void 0,this._subscribers=[],j!==e&&(\"function\"!=typeof e&&function(){throw new TypeError(\"You must pass a resolver function as the first argument to the promise constructor\")}(),this instanceof t?function(t,e){try{e(function(e){O(t,e)},function(e){Y(t,e)})}catch(e){Y(t,e)}}(this,e):function(){throw new TypeError(\"Failed to construct 'Promise': Please use the 'new' operator, this object constructor cannot be called as a function.\")}())}return t.prototype.catch=function(t){return this.then(null,t)},t.prototype.finally=function(t){var r=this.constructor;return e(t)?this.then(function(e){return r.resolve(t()).then(function(){return e})},function(e){return r.resolve(t()).then(function(){throw e})}):this.then(t,t)},t}();return U.prototype.then=w,U.all=function(t){return new N(this,t).promise},U.race=function(t){var e=this;return r(t)?new e(function(r,n){for(var o=t.length,i=0;i<o;i++)e.resolve(t[i]).then(r,n)}):new e(function(t,e){return e(new TypeError(\"You must pass an array to race.\"))})},U.resolve=g,U.reject=function(t){var e=new this(j);return Y(e,t),e},U._setScheduler=function(t){i=t},U._setAsap=function(t){s=t},U._asap=s,U.polyfill=function(){var t=void 0;if(\"undefined\"!=typeof global)t=global;else if(\"undefined\"!=typeof self)t=self;else try{t=Function(\"return this\")()}catch(t){throw new Error(\"polyfill failed because global object is unavailable in this environment\")}var e=t.Promise;if(e){var r=null;try{r=Object.prototype.toString.call(e.resolve())}catch(t){}if(\"[object Promise]\"===r&&!e.cast)return}t.Promise=U},U.Promise=U,U})},\n",
       "      function _(n,o,r){!function(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}(n(103))},\n",
       "      function _(e,r,s){var o=e(104);s.version=o.version;var v=e(105);s.embed=v;var l=e(105);s.index=l.index;var a=e(450);s.protocol=a;var t=e(451);s._testing=t;var n=e(167);s.logger=n.logger,s.set_log_level=n.set_log_level;var g=e(128);s.settings=g.settings;var i=e(108);s.Models=i.Models;var d=e(106);s.documents=d.documents;var _=e(452);s.safely=_.safely},\n",
       "      function _(n,i,o){o.version=\"1.4.0\"},\n",
       "      function _(e,o,n){var r=e(106),d=e(167),t=e(119),s=e(127),i=e(109),_=e(441),u=e(443),l=e(442),a=e(441);n.add_document_standalone=a.add_document_standalone,n.index=a.index;var c=e(443);n.add_document_from_session=c.add_document_from_session;var m=e(448);n.embed_items_notebook=m.embed_items_notebook,n.kernels=m.kernels;var f=e(442);function v(e,o,n,t){i.isString(e)&&(e=JSON.parse(s.unescape(e)));var a={};for(var c in e){var m=e[c];a[c]=r.Document.from_json(m)}for(var f=0,v=o;f<v.length;f++){var g=v[f],O=l._resolve_element(g),b=l._resolve_root_elements(g);if(null!=g.docid)_.add_document_standalone(a[g.docid],O,b,g.use_for_title);else{if(null==g.sessionid)throw new Error(\"Error rendering Bokeh items: either 'docid' or 'sessionid' was expected.\");var h=u._get_ws_url(n,t);d.logger.debug(\"embed: computed ws url: \"+h),u.add_document_from_session(h,g.sessionid,O,b,g.use_for_title).then(function(){console.log(\"Bokeh items were rendered successfully\")},function(e){console.log(\"Error rendering Bokeh items:\",e)})}}}n.BOKEH_ROOT=f.BOKEH_ROOT,n.embed_item=function(e,o){var n,r={},d=s.uuid4();r[d]=e.doc,null==o&&(o=e.target_id);var i=document.getElementById(o);null!=i&&i.classList.add(l.BOKEH_ROOT);var _={roots:((n={})[e.root_id]=o,n),docid:d};t.defer(function(){return v(r,[_])})},n.embed_items=function(e,o,n,r){t.defer(function(){return v(e,o,n,r)})}},\n",
       "      function _(n,o,r){function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(107)),f(n(199))},\n",
       "      function _(e,t,n){var o=e(108),r=e(104),i=e(167),s=e(376),a=e(115),_=e(116),l=e(126),c=e(196),u=e(117),d=e(110),h=e(125),f=e(118),v=e(109),m=e(339),p=e(170),g=e(166),y=e(199),w=function(){function e(e){this.document=e,this.session=null,this.subscribed_models=new u.Set}return e.prototype.send_event=function(e){null!=this.session&&this.session.send_event(e)},e.prototype.trigger=function(e){for(var t=0,n=this.subscribed_models.values;t<n.length;t++){var o=n[t];if(null==e.origin||e.origin.id===o){var r=this.document._all_models[o];null!=r&&r instanceof g.Model&&r._process_event(e)}}},e}();n.EventManager=w,w.__name__=\"EventManager\",n.documents=[],n.DEFAULT_TITLE=\"Bokeh Application\";var b=function(){function e(){n.documents.push(this),this._init_timestamp=Date.now(),this._title=n.DEFAULT_TITLE,this._roots=[],this._all_models={},this._all_models_by_name=new u.MultiDict,this._all_models_freeze_count=0,this._callbacks=[],this.event_manager=new w(this),this.idle=new _.Signal0(this,\"idle\"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}return Object.defineProperty(e.prototype,\"layoutables\",{get:function(){return this._roots.filter(function(e){return e instanceof m.LayoutDOM})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"is_idle\",{get:function(){for(var e=0,t=this.layoutables;e<t.length;e++){var n=t[e];if(!this._idle_roots.has(n))return!1}return!0},enumerable:!0,configurable:!0}),e.prototype.notify_idle=function(e){this._idle_roots.set(e,!0),this.is_idle&&(i.logger.info(\"document idle at \"+(Date.now()-this._init_timestamp)+\" ms\"),this.idle.emit())},e.prototype.clear=function(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}},e.prototype.interactive_start=function(e){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new s.LODStart)),this._interactive_timestamp=Date.now()},e.prototype.interactive_stop=function(e){null!=this._interactive_plot&&this._interactive_plot.id===e.id&&this._interactive_plot.trigger_event(new s.LODEnd),this._interactive_plot=null,this._interactive_timestamp=null},e.prototype.interactive_duration=function(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp},e.prototype.destructively_move=function(e){if(e===this)throw new Error(\"Attempted to overwrite a document with itself\");e.clear();var t=d.copy(this._roots);this.clear();for(var n=0,o=t;n<o.length;n++){if(null!=(s=o[n]).document)throw new Error(\"Somehow we didn't detach \"+s)}if(0!==Object.keys(this._all_models).length)throw new Error(\"this._all_models still had stuff in it: \"+this._all_models);for(var r=0,i=t;r<i.length;r++){var s=i[r];e.add_root(s)}e.set_title(this._title)},e.prototype._push_all_models_freeze=function(){this._all_models_freeze_count+=1},e.prototype._pop_all_models_freeze=function(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()},e.prototype._invalidate_all_models=function(){i.logger.debug(\"invalidating document models\"),0===this._all_models_freeze_count&&this._recompute_all_models()},e.prototype._recompute_all_models=function(){for(var e=new u.Set,t=0,n=this._roots;t<n.length;t++){var o=n[t];e=e.union(o.references())}for(var r=new u.Set(h.values(this._all_models)),i=r.diff(e),s=e.diff(r),a={},_=0,l=e.values;_<l.length;_++){var c=l[_];a[c.id]=c}for(var d=0,f=i.values;d<f.length;d++){var v=f[d];v.detach_document(),v instanceof g.Model&&null!=v.name&&this._all_models_by_name.remove_value(v.name,v)}for(var m=0,p=s.values;m<p.length;m++){var y=p[m];y.attach_document(this),y instanceof g.Model&&null!=y.name&&this._all_models_by_name.add_value(y.name,y)}this._all_models=a},e.prototype.roots=function(){return this._roots},e.prototype.add_root=function(e,t){if(i.logger.debug(\"Adding root: \"+e),!d.includes(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new y.RootAddedEvent(this,e,t))}},e.prototype.remove_root=function(e,t){var n=this._roots.indexOf(e);if(!(n<0)){this._push_all_models_freeze();try{this._roots.splice(n,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new y.RootRemovedEvent(this,e,t))}},e.prototype.title=function(){return this._title},e.prototype.set_title=function(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new y.TitleChangedEvent(this,e,t)))},e.prototype.get_model_by_id=function(e){return e in this._all_models?this._all_models[e]:null},e.prototype.get_model_by_name=function(e){return this._all_models_by_name.get_one(e,\"Multiple models are named '\"+e+\"'\")},e.prototype.on_change=function(e){d.includes(this._callbacks,e)||this._callbacks.push(e)},e.prototype.remove_on_change=function(e){var t=this._callbacks.indexOf(e);t>=0&&this._callbacks.splice(t,1)},e.prototype._trigger_on_change=function(e){for(var t=0,n=this._callbacks;t<n.length;t++){(0,n[t])(e)}},e.prototype._notify_change=function(e,t,n,o,r){\"name\"===t&&(this._all_models_by_name.remove_value(n,e),null!=o&&this._all_models_by_name.add_value(o,e));var i=null!=r?r.setter_id:void 0,s=null!=r?r.hint:void 0;this._trigger_on_change(new y.ModelChangedEvent(this,e,t,n,o,i,s))},e._references_json=function(e,t){void 0===t&&(t=!0);for(var n=[],o=0,r=e;o<r.length;o++){var i=r[o],s=i.ref();s.attributes=i.attributes_as_json(t),delete s.attributes.id,n.push(s)}return n},e._instantiate_object=function(e,t,n){var r=Object.assign(Object.assign({},n),{id:e,__deferred__:!0});return new(o.Models(t))(r)},e._instantiate_references_json=function(t,n){for(var o={},r=0,i=t;r<i.length;r++){var s=i[r],a=s.id,_=s.type,l=s.attributes||{},c=void 0;a in n?c=n[a]:(c=e._instantiate_object(a,_,l),null!=s.subtype&&c.set_subtype(s.subtype)),o[c.id]=c}return o},e._resolve_refs=function(e,t,n){function o(e){if(l.is_ref(e)){if(e.id in t)return t[e.id];if(e.id in n)return n[e.id];throw new Error(\"reference \"+JSON.stringify(e)+\" isn't known (not in Document?)\")}return v.isArray(e)?function(e){for(var t=[],n=0,r=e;n<r.length;n++){var i=r[n];t.push(o(i))}return t}(e):v.isPlainObject(e)?function(e){var t={};for(var n in e){var r=e[n];t[n]=o(r)}return t}(e):e}return o(e)},e._initialize_references_json=function(t,n,o){for(var r={},i=0,s=t;i<s.length;i++){var _=s[i],l=_.id,c=_.attributes,u=!(l in n),d=u?o[l]:n[l],h=e._resolve_refs(c,n,o);r[d.id]=[d,h,u]}function f(e,t){var n={};function o(r){if(r instanceof a.HasProps){if(!(r.id in n)&&r.id in e){n[r.id]=!0;var i=e[r.id],s=i[1],_=i[2];for(var l in s){o(s[l])}t(r,s,_)}}else if(v.isArray(r))for(var c=0,u=r;c<u.length;c++){o(u[c])}else if(v.isPlainObject(r))for(var d in r){o(r[d])}}for(var r in e){o(e[r][0])}}f(r,function(e,t,n){n&&e.setv(t,{silent:!0})}),f(r,function(e,t,n){n&&e.finalize()})},e._event_for_attribute_change=function(e,t,n,o,r){if(o.get_model_by_id(e.id).attribute_is_serializable(t)){var i={kind:\"ModelChanged\",model:{id:e.id,type:e.type},attr:t,new:n};return a.HasProps._json_record_references(o,n,r,!0),i}return null},e._events_to_sync_objects=function(t,n,o,r){for(var s=Object.keys(t.attributes),a=Object.keys(n.attributes),_=d.difference(s,a),l=d.difference(a,s),c=d.intersection(s,a),u=[],h=0,v=_;h<v.length;h++){var m=v[h];i.logger.warn(\"Server sent key \"+m+\" but we don't seem to have it in our JSON\")}for(var p=0,g=l;p<g.length;p++){m=g[p];var y=n.attributes[m];u.push(e._event_for_attribute_change(t,m,y,o,r))}for(var w=0,b=c;w<b.length;w++){m=b[w];var j=t.attributes[m];y=n.attributes[m];null==j&&null==y||(null==j||null==y?u.push(e._event_for_attribute_change(t,m,y,o,r)):f.isEqual(j,y)||u.push(e._event_for_attribute_change(t,m,y,o,r)))}return u.filter(function(e){return null!=e})},e._compute_patch_since_json=function(t,n){var o=n.to_json(!1);function r(e){for(var t={},n=0,o=e.roots.references;n<o.length;n++){var r=o[n];t[r.id]=r}return t}for(var i=r(t),s={},a=[],_=0,l=t.roots.root_ids;_<l.length;_++){s[p=l[_]]=i[p],a.push(p)}for(var c=r(o),u={},f=[],v=0,m=o.roots.root_ids;v<m.length;v++){var p;u[p=m[v]]=c[p],f.push(p)}if(a.sort(),f.sort(),d.difference(a,f).length>0||d.difference(f,a).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");var g={},y=[];for(var w in n._all_models)if(w in i){var b=e._events_to_sync_objects(i[w],c[w],n,g);y=y.concat(b)}return{references:e._references_json(h.values(g),!1),events:y}},e.prototype.to_json_string=function(e){return void 0===e&&(e=!0),JSON.stringify(this.to_json(e))},e.prototype.to_json=function(t){void 0===t&&(t=!0);var n=this._roots.map(function(e){return e.id}),o=h.values(this._all_models);return{version:r.version,title:this._title,roots:{root_ids:n,references:e._references_json(o,t)}}},e.from_json_string=function(t){var n=JSON.parse(t);return e.from_json(n)},e.from_json=function(t){i.logger.debug(\"Creating Document from JSON\");var n=t.version,o=-1!==n.indexOf(\"+\")||-1!==n.indexOf(\"-\"),s=\"Library versions: JS (\"+r.version+\") / Python (\"+n+\")\";o||r.version===n?i.logger.debug(s):(i.logger.warn(\"JS/Python version mismatch\"),i.logger.warn(s));var a=t.roots,_=a.root_ids,l=a.references,c=e._instantiate_references_json(l,{});e._initialize_references_json(l,{},c);for(var u=new e,d=0,h=_;d<h.length;d++){var f=h[d];u.add_root(c[f])}return u.set_title(t.title),u},e.prototype.replace_with_json=function(t){e.from_json(t).destructively_move(this)},e.prototype.create_json_patch_string=function(e){return JSON.stringify(this.create_json_patch(e))},e.prototype.create_json_patch=function(t){for(var n={},o=[],r=0,s=t;r<s.length;r++){var a=s[r];if(a.document!==this)throw i.logger.warn(\"Cannot create a patch using events from a different document, event had \",a.document,\" we are \",this),new Error(\"Cannot create a patch using events from a different document\");o.push(a.json(n))}return{events:o,references:e._references_json(h.values(n))}},e.prototype.apply_json_patch=function(t,n,o){var r;void 0===n&&(n=[]);for(var s=t.references,a=t.events,_=e._instantiate_references_json(s,this._all_models),l=0,u=a;l<u.length;l++){switch((w=u[l]).kind){case\"RootAdded\":case\"RootRemoved\":case\"ModelChanged\":var d=w.model.id;if(d in this._all_models)_[d]=this._all_models[d];else if(!(d in _))throw i.logger.warn(\"Got an event for unknown model \",w.model),new Error(\"event model wasn't known\")}}var h={},f={};for(var v in _){var m=_[v];v in this._all_models?h[v]=m:f[v]=m}e._initialize_references_json(s,h,f);for(var g=0,y=a;g<y.length;g++){var w;switch((w=y[g]).kind){case\"ModelChanged\":var b=w.model.id;if(!(b in this._all_models))throw new Error(\"Cannot apply patch to \"+b+\" which is not in the document\");var j=this._all_models[b],k=w.attr,E=w.model.type;if(\"data\"===k&&\"ColumnDataSource\"===E){var C=c.decode_column_data(w.new,n),O=C[0],S=C[1];j.setv({_shapes:S,data:O},{setter_id:o})}else{m=e._resolve_refs(w.new,h,f);j.setv(((r={})[k]=m,r),{setter_id:o})}break;case\"ColumnDataChanged\":if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot stream to \"+J+\" which is not in the document\");var D=this._all_models[J],z=c.decode_column_data(w.new,n);O=z[0],S=z[1];if(null!=w.cols){for(var M in D.data)M in O||(O[M]=D.data[M]);for(var M in D._shapes)M in S||(S[M]=D._shapes[M])}D.setv({_shapes:S,data:O},{setter_id:o,check_eq:!1});break;case\"ColumnsStreamed\":if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot stream to \"+J+\" which is not in the document\");if(!((D=this._all_models[J])instanceof p.ColumnDataSource))throw new Error(\"Cannot stream to non-ColumnDataSource\");O=w.data;var A=w.rollover;D.stream(O,A,o);break;case\"ColumnsPatched\":var J;if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot patch \"+J+\" which is not in the document\");if(!((D=this._all_models[J])instanceof p.ColumnDataSource))throw new Error(\"Cannot patch non-ColumnDataSource\");var P=w.patches;D.patch(P,o);break;case\"RootAdded\":var R=_[w.model.id];this.add_root(R,o);break;case\"RootRemoved\":R=_[w.model.id];this.remove_root(R,o);break;case\"TitleChanged\":this.set_title(w.title,o);break;default:throw new Error(\"Unknown patch event \"+JSON.stringify(w))}}},e}();n.Document=b,b.__name__=\"Document\"},\n",
       "      function _(e,r,o){var s=e(109),i=e(115);o.overrides={};var t=new Map;o.Models=function(e){var r=o.overrides[e]||t.get(e);if(null==r)throw new Error(\"Model '\"+e+\"' does not exist. This could be due to a widget or a custom model not being registered before first usage.\");return r},o.Models.register=function(e,r){o.overrides[e]=r},o.Models.unregister=function(e){delete o.overrides[e]},o.Models.register_models=function(e,r,o){var n;if(void 0===r&&(r=!1),null!=e)for(var d in e){var l=e[d];if(n=l,s.isObject(n)&&n.prototype instanceof i.HasProps){var a=l.__qualified__;r||!t.has(a)?t.set(a,l):null!=o?o(a):console.warn(\"Model '\"+a+\"' was already registered\")}}},o.register_models=o.Models.register_models,o.Models.registered_names=function(){return Array.from(t.keys())};var n=e(129);o.register_models(n)},\n",
       "      function _(n,r,t){var e=n(110),i=Object.prototype.toString;function o(n){return\"[object Number]\"===i.call(n)}function u(n){var r=typeof n;return\"function\"===r||\"object\"===r&&!!n}t.isBoolean=function(n){return!0===n||!1===n||\"[object Boolean]\"===i.call(n)},t.isNumber=o,t.isInteger=function(n){return o(n)&&isFinite(n)&&Math.floor(n)===n},t.isString=function(n){return\"[object String]\"===i.call(n)},t.isStrictNaN=function(n){return o(n)&&n!==+n},t.isFunction=function(n){return\"[object Function]\"===i.call(n)},t.isArray=function(n){return Array.isArray(n)},t.isArrayOf=function(n,r){return e.every(n,r)},t.isArrayableOf=function(n,r){for(var t=0,e=n.length;t<e;t++)if(!r(n[t]))return!1;return!0},t.isTypedArray=function(n){return null!=n&&n.buffer instanceof ArrayBuffer},t.isObject=u,t.isPlainObject=function(n){return u(n)&&(null==n.constructor||n.constructor===Object)}},\n",
       "      function _(n,r,e){var t=n(111),u=n(112),i=n(114);e.map=i.map,e.reduce=i.reduce,e.min=i.min,e.min_by=i.min_by,e.max=i.max,e.max_by=i.max_by,e.sum=i.sum,e.cumsum=i.cumsum,e.every=i.every,e.some=i.some,e.find=i.find,e.find_last=i.find_last,e.find_index=i.find_index,e.find_last_index=i.find_last_index,e.sorted_index=i.sorted_index;var a=Array.prototype.slice;function o(n){return a.call(n)}function f(n){return[].concat.apply([],n)}function c(n,r){return-1!==n.indexOf(r)}function l(n,r,e){void 0===e&&(e=1),u.assert(e>0,\"'step' must be a positive number\"),null==r&&(r=n,n=0);for(var t=n<=r?e:-e,i=(0,Math.max)((0,Math.ceil)((0,Math.abs)(r-n)/e),0),a=Array(i),o=0;o<i;o++,n+=t)a[o]=n;return a}function v(n){for(var r=[],e=0,t=n;e<t.length;e++){var u=t[e];c(r,u)||r.push(u)}return r}e.head=function(n){return n[0]},e.tail=function(n){return n[n.length-1]},e.last=function(n){return n[n.length-1]},e.copy=o,e.concat=f,e.includes=c,e.contains=c,e.nth=function(n,r){return n[r>=0?r:n.length+r]},e.zip=function(){for(var n=[],r=0;r<arguments.length;r++)n[r]=arguments[r];if(0==n.length)return[];for(var e=i.min(n.map(function(n){return n.length})),t=n.length,u=new Array(e),a=0;a<e;a++){u[a]=new Array(t);for(var o=0;o<t;o++)u[a][o]=n[o][a]}return u},e.unzip=function(n){for(var r=n.length,e=i.min(n.map(function(n){return n.length})),t=Array(e),u=0;u<e;u++)t[u]=new Array(r);for(var a=0;a<r;a++)for(u=0;u<e;u++)t[u][a]=n[a][u];return t},e.range=l,e.linspace=function(n,r,e){void 0===e&&(e=100);for(var t=(r-n)/(e-1),u=new Array(e),i=0;i<e;i++)u[i]=n+t*i;return u},e.transpose=function(n){for(var r=n.length,e=n[0].length,t=[],u=0;u<e;u++){t[u]=[];for(var i=0;i<r;i++)t[u][i]=n[i][u]}return t},e.argmin=function(n){return i.min_by(l(n.length),function(r){return n[r]})},e.argmax=function(n){return i.max_by(l(n.length),function(r){return n[r]})},e.sort_by=function(n,r){var e=n.map(function(n,e){return{value:n,index:e,key:r(n)}});return e.sort(function(n,r){var e=n.key,t=r.key;if(e!==t){if(e>t||void 0===e)return 1;if(e<t||void 0===t)return-1}return n.index-r.index}),e.map(function(n){return n.value})},e.uniq=v,e.uniq_by=function(n,r){for(var e=[],t=[],u=0,i=n;u<i.length;u++){var a=i[u],o=r(a);c(t,o)||(t.push(o),e.push(a))}return e},e.union=function(){for(var n=[],r=0;r<arguments.length;r++)n[r]=arguments[r];return v(f(n))},e.intersection=function(n){for(var r=[],e=1;e<arguments.length;e++)r[e-1]=arguments[e];var t=[];n:for(var u=0,i=n;u<i.length;u++){var a=i[u];if(!c(t,a)){for(var o=0,f=r;o<f.length;o++)if(!c(f[o],a))continue n;t.push(a)}}return t},e.difference=function(n){for(var r=[],e=1;e<arguments.length;e++)r[e-1]=arguments[e];var t=f(r);return n.filter(function(n){return!c(t,n)})},e.remove_at=function(n,r){var e=o(n);return e.splice(r,1),e},e.remove_by=function(n,r){for(var e=0;e<n.length;)r(n[e])?n.splice(e,1):e++},e.shuffle=function(n){for(var r=n.length,e=new Array(r),u=0;u<r;u++){var i=t.randomIn(0,u);i!==u&&(e[u]=e[i]),e[i]=n[u]}return e},e.pairwise=function(n,r){for(var e=n.length,t=new Array(e-1),u=0;u<e-1;u++)t[u]=r(n[u],n[u+1]);return t},e.reversed=function(n){for(var r=n.length,e=new Array(r),t=0;t<r;t++)e[r-t-1]=n[t];return e},e.repeat=function(n,r){for(var e=new Array(r),t=0;t<r;t++)e[t]=n;return e}},\n",
       "      function _(n,r,t){function a(n){if(0==n)return 0;for(;n<=0;)n+=2*Math.PI;for(;n>2*Math.PI;)n-=2*Math.PI;return n}function o(n,r){return a(n-r)}function u(){return Math.random()}t.angle_norm=a,t.angle_dist=o,t.angle_between=function(n,r,t,u){var e=o(r,t);if(0==e)return!1;if(e==2*Math.PI)return!0;var f=a(n),i=o(r,f)<=e&&o(f,t)<=e;return 0==u?i:!i},t.random=u,t.randomIn=function(n,r){return null==r&&(r=n,n=0),n+Math.floor(Math.random()*(r-n+1))},t.atan2=function(n,r){return Math.atan2(r[1]-n[1],r[0]-n[0])},t.rnorm=function(n,r){for(var t,a;t=u(),a=(2*(a=u())-1)*Math.sqrt(1/Math.E*2),!(-4*t*t*Math.log(t)>=a*a););var o=a/t;return o=n+r*o},t.clamp=function(n,r,t){return n>t?t:n<r?r:n}},\n",
       "      function _(r,n,t){var e=r(113),i=function(r){function n(){return null!==r&&r.apply(this,arguments)||this}return e.__extends(n,r),n}(Error);t.AssertionError=i,i.__name__=\"AssertionError\",t.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new i(n||\"Assertion failed\")}},\n",
       "      function _(t,e,n){\n",
       "      /*! *****************************************************************************\n",
       "          Copyright (c) Microsoft Corporation. All rights reserved.\n",
       "          Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use\n",
       "          this file except in compliance with the License. You may obtain a copy of the\n",
       "          License at http://www.apache.org/licenses/LICENSE-2.0\n",
       "          \n",
       "          THIS CODE IS PROVIDED ON AN *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n",
       "          KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED\n",
       "          WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,\n",
       "          MERCHANTABLITY OR NON-INFRINGEMENT.\n",
       "          \n",
       "          See the Apache Version 2.0 License for specific language governing permissions\n",
       "          and limitations under the License.\n",
       "          ***************************************************************************** */\n",
       "      var r,o,a,c,u,i,f,l,s,y,p,_,b,h,v,d,w,m,O,j;!function(t){var n=\"object\"==typeof global?global:\"object\"==typeof self?self:\"object\"==typeof this?this:{};function r(t,e){return t!==n&&(\"function\"==typeof Object.create?Object.defineProperty(t,\"__esModule\",{value:!0}):t.__esModule=!0),function(n,r){return t[n]=e?e(n,r):r}}\"function\"==typeof define&&define.amd?define(\"tslib\",[\"exports\"],function(e){t(r(n,r(e)))}):\"object\"==typeof e&&\"object\"==typeof e.exports?t(r(n,r(e.exports))):t(r(n))}(function(t){var e=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n])};r=function(t,n){function r(){this.constructor=t}e(t,n),t.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)},o=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},a=function(t,e){var n={};for(var r in t)Object.prototype.hasOwnProperty.call(t,r)&&e.indexOf(r)<0&&(n[r]=t[r]);if(null!=t&&\"function\"==typeof Object.getOwnPropertySymbols){var o=0;for(r=Object.getOwnPropertySymbols(t);o<r.length;o++)e.indexOf(r[o])<0&&Object.prototype.propertyIsEnumerable.call(t,r[o])&&(n[r[o]]=t[r[o]])}return n},c=function(t,e,n,r){var o,a=arguments.length,c=a<3?e:null===r?r=Object.getOwnPropertyDescriptor(e,n):r;if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.decorate)c=Reflect.decorate(t,e,n,r);else for(var u=t.length-1;u>=0;u--)(o=t[u])&&(c=(a<3?o(c):a>3?o(e,n,c):o(e,n))||c);return a>3&&c&&Object.defineProperty(e,n,c),c},u=function(t,e){return function(n,r){e(n,r,t)}},i=function(t,e){if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.metadata)return Reflect.metadata(t,e)},f=function(t,e,n,r){return new(n||(n=Promise))(function(o,a){function c(t){try{i(r.next(t))}catch(t){a(t)}}function u(t){try{i(r.throw(t))}catch(t){a(t)}}function i(t){t.done?o(t.value):new n(function(e){e(t.value)}).then(c,u)}i((r=r.apply(t,e||[])).next())})},l=function(t,e){var n,r,o,a,c={label:0,sent:function(){if(1&o[0])throw o[1];return o[1]},trys:[],ops:[]};return a={next:u(0),throw:u(1),return:u(2)},\"function\"==typeof Symbol&&(a[Symbol.iterator]=function(){return this}),a;function u(a){return function(u){return function(a){if(n)throw new TypeError(\"Generator is already executing.\");for(;c;)try{if(n=1,r&&(o=2&a[0]?r.return:a[0]?r.throw||((o=r.return)&&o.call(r),0):r.next)&&!(o=o.call(r,a[1])).done)return o;switch(r=0,o&&(a=[2&a[0],o.value]),a[0]){case 0:case 1:o=a;break;case 4:return c.label++,{value:a[1],done:!1};case 5:c.label++,r=a[1],a=[0];continue;case 7:a=c.ops.pop(),c.trys.pop();continue;default:if(!(o=(o=c.trys).length>0&&o[o.length-1])&&(6===a[0]||2===a[0])){c=0;continue}if(3===a[0]&&(!o||a[1]>o[0]&&a[1]<o[3])){c.label=a[1];break}if(6===a[0]&&c.label<o[1]){c.label=o[1],o=a;break}if(o&&c.label<o[2]){c.label=o[2],c.ops.push(a);break}o[2]&&c.ops.pop(),c.trys.pop();continue}a=e.call(t,c)}catch(t){a=[6,t],r=0}finally{n=o=0}if(5&a[0])throw a[1];return{value:a[0]?a[1]:void 0,done:!0}}([a,u])}}},s=function(t,e){for(var n in t)e.hasOwnProperty(n)||(e[n]=t[n])},y=function(t){var e=\"function\"==typeof Symbol&&t[Symbol.iterator],n=0;return e?e.call(t):{next:function(){return t&&n>=t.length&&(t=void 0),{value:t&&t[n++],done:!t}}}},p=function(t,e){var n=\"function\"==typeof Symbol&&t[Symbol.iterator];if(!n)return t;var r,o,a=n.call(t),c=[];try{for(;(void 0===e||e-- >0)&&!(r=a.next()).done;)c.push(r.value)}catch(t){o={error:t}}finally{try{r&&!r.done&&(n=a.return)&&n.call(a)}finally{if(o)throw o.error}}return c},_=function(){for(var t=[],e=0;e<arguments.length;e++)t=t.concat(p(arguments[e]));return t},b=function(){for(var t=0,e=0,n=arguments.length;e<n;e++)t+=arguments[e].length;var r=Array(t),o=0;for(e=0;e<n;e++)for(var a=arguments[e],c=0,u=a.length;c<u;c++,o++)r[o]=a[c];return r},h=function(t){return this instanceof h?(this.v=t,this):new h(t)},v=function(t,e,n){if(!Symbol.asyncIterator)throw new TypeError(\"Symbol.asyncIterator is not defined.\");var r,o=n.apply(t,e||[]),a=[];return r={},c(\"next\"),c(\"throw\"),c(\"return\"),r[Symbol.asyncIterator]=function(){return this},r;function c(t){o[t]&&(r[t]=function(e){return new Promise(function(n,r){a.push([t,e,n,r])>1||u(t,e)})})}function u(t,e){try{(n=o[t](e)).value instanceof h?Promise.resolve(n.value.v).then(i,f):l(a[0][2],n)}catch(t){l(a[0][3],t)}var n}function i(t){u(\"next\",t)}function f(t){u(\"throw\",t)}function l(t,e){t(e),a.shift(),a.length&&u(a[0][0],a[0][1])}},d=function(t){var e,n;return e={},r(\"next\"),r(\"throw\",function(t){throw t}),r(\"return\"),e[Symbol.iterator]=function(){return this},e;function r(r,o){e[r]=t[r]?function(e){return(n=!n)?{value:h(t[r](e)),done:\"return\"===r}:o?o(e):e}:o}},w=function(t){if(!Symbol.asyncIterator)throw new TypeError(\"Symbol.asyncIterator is not defined.\");var e,n=t[Symbol.asyncIterator];return n?n.call(t):(t=y(t),e={},r(\"next\"),r(\"throw\"),r(\"return\"),e[Symbol.asyncIterator]=function(){return this},e);function r(n){e[n]=t[n]&&function(e){return new Promise(function(r,o){(function(t,e,n,r){Promise.resolve(r).then(function(e){t({value:e,done:n})},e)})(r,o,(e=t[n](e)).done,e.value)})}}},m=function(t,e){return Object.defineProperty?Object.defineProperty(t,\"raw\",{value:e}):t.raw=e,t},O=function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var n in t)Object.hasOwnProperty.call(t,n)&&(e[n]=t[n]);return e.default=t,e},j=function(t){return t&&t.__esModule?t:{default:t}},t(\"__extends\",r),t(\"__assign\",o),t(\"__rest\",a),t(\"__decorate\",c),t(\"__param\",u),t(\"__metadata\",i),t(\"__awaiter\",f),t(\"__generator\",l),t(\"__exportStar\",s),t(\"__values\",y),t(\"__read\",p),t(\"__spread\",_),t(\"__spreadArrays\",b),t(\"__await\",h),t(\"__asyncGenerator\",v),t(\"__asyncDelegator\",d),t(\"__asyncValues\",w),t(\"__makeTemplateObject\",m),t(\"__importStar\",O),t(\"__importDefault\",j)})},\n",
       "      function _(n,r,t){function e(n,r,t){for(var e=[],o=3;o<arguments.length;o++)e[o-3]=arguments[o];var u=n.length;r<0&&(r+=u),r<0?r=0:r>u&&(r=u),null==t||t>u-r?t=u-r:t<0&&(t=0);for(var i=u-t+e.length,f=new n.constructor(i),a=0;a<r;a++)f[a]=n[a];for(var c=0,l=e;c<l.length;c++){var v=l[c];f[a++]=v}for(var h=r+t;h<u;h++)f[a++]=n[h];return f}function o(n,r){return e(n,r,n.length-r)}function u(n,r,t){var e,o,u=n.length;if(void 0===t&&0==u)throw new Error(\"can't reduce an empty array without an initial value\");for(void 0===t?(e=n[0],o=1):(e=t,o=0);o<u;o++)e=r(e,n[o],o,n);return e}function i(n){return function(r,t){for(var e=r.length,o=n>0?0:e-1;o>=0&&o<e;o+=n)if(t(r[o]))return o;return-1}}t.splice=e,t.head=o,t.insert=function(n,r,t){return e(n,t,0,r)},t.append=function(n,r){return e(n,n.length,0,r)},t.prepend=function(n,r){return e(n,0,0,r)},t.indexOf=function(n,r){for(var t=0,e=n.length;t<e;t++)if(n[t]===r)return t;return-1},t.map=function(n,r){for(var t=n.length,e=new n.constructor(t),o=0;o<t;o++)e[o]=r(n[o],o,n);return e},t.filter=function(n,r){for(var t=n.length,e=new n.constructor(t),u=0,i=0;i<t;i++){var f=n[i];r(f,i,n)&&(e[u++]=f)}return o(e,u)},t.reduce=u,t.min=function(n){for(var r,t=1/0,e=0,o=n.length;e<o;e++)(r=n[e])<t&&(t=r);return t},t.min_by=function(n,r){if(0==n.length)throw new Error(\"min_by() called with an empty array\");for(var t=n[0],e=r(t),o=1,u=n.length;o<u;o++){var i=n[o],f=r(i);f<e&&(t=i,e=f)}return t},t.max=function(n){for(var r,t=-1/0,e=0,o=n.length;e<o;e++)(r=n[e])>t&&(t=r);return t},t.max_by=function(n,r){if(0==n.length)throw new Error(\"max_by() called with an empty array\");for(var t=n[0],e=r(t),o=1,u=n.length;o<u;o++){var i=n[o],f=r(i);f>e&&(t=i,e=f)}return t},t.sum=function(n){for(var r=0,t=0,e=n.length;t<e;t++)r+=n[t];return r},t.cumsum=function(n){var r=new n.constructor(n.length);return u(n,function(n,t,e){return r[e]=n+t},0),r},t.every=function(n,r){for(var t=0,e=n.length;t<e;t++)if(!r(n[t]))return!1;return!0},t.some=function(n,r){for(var t=0,e=n.length;t<e;t++)if(r(n[t]))return!0;return!1},t.index_of=function(n,r){for(var t=0,e=n.length;t<e;t++)if(n[t]===r)return t;return-1},t.find_index=i(1),t.find_last_index=i(-1),t.find=function(n,r){var e=t.find_index(n,r);return-1==e?void 0:n[e]},t.find_last=function(n,r){var e=t.find_last_index(n,r);return-1==e?void 0:n[e]},t.sorted_index=function(n,r){for(var t=0,e=n.length;t<e;){var o=Math.floor((t+e)/2);n[o]<r?t=o+1:e=o}return t}},\n",
       "      function _(e,t,r){var i=e(113),n=e(116),o=e(120),s=e(126),a=e(121),f=e(127),p=e(110),u=e(125),c=e(109),_=e(118),l=function(e){function t(t){void 0===t&&(t={});var r=e.call(this)||this;for(var i in r._subtype=void 0,r.document=null,r.destroyed=new n.Signal0(r,\"destroyed\"),r.change=new n.Signal0(r,\"change\"),r.transformchange=new n.Signal0(r,\"transformchange\"),r.attributes={},r.properties={},r._set_after_defaults={},r._pending=!1,r._changing=!1,r.props){var o=r.props[i],s=o.type,a=o.default_value;if(null==s)throw new Error(\"undefined property type for \"+r.type+\".\"+i);r.properties[i]=new s(r,i,a)}null==t.id&&r.setv({id:f.uniqueId()},{silent:!0});var p=t.__deferred__||!1;return p&&delete(t=u.clone(t)).__deferred__,r.setv(t,{silent:!0}),p||r.finalize(),r}return i.__extends(t,e),Object.defineProperty(t.prototype,\"type\",{get:function(){return this.constructor.__qualified__},set:function(e){console.warn(\"prototype.type = 'ModelName' is deprecated, use static __name__ instead\"),this.constructor.__name__=e},enumerable:!0,configurable:!0}),Object.defineProperty(t,\"__qualified__\",{get:function(){var e=this.__module__,t=this.__name__;return null!=e?e+\".\"+t:t},enumerable:!0,configurable:!0}),t.init_HasProps=function(){this.prototype.props={},this.prototype.mixins=[],this.define({id:[a.Any]})},t._fix_default=function(e,t){return void 0===e?void 0:c.isFunction(e)?e:c.isObject(e)?c.isArray(e)?function(){return p.copy(e)}:function(){return u.clone(e)}:function(){return e}},t.define=function(e){var t=function(t){var i=e[t];if(null!=r.prototype.props[t])throw new Error(\"attempted to redefine property '\"+r.prototype.type+\".\"+t+\"'\");if(null!=r.prototype[t])throw new Error(\"attempted to redefine attribute '\"+r.prototype.type+\".\"+t+\"'\");Object.defineProperty(r.prototype,t,{get:function(){return this.getv(t)},set:function(e){var r;return this.setv(((r={})[t]=e,r)),this},configurable:!1,enumerable:!0});var n=i[0],o=i[1],s=i[2],a={type:n,default_value:r._fix_default(o,t),internal:s||!1},f=u.clone(r.prototype.props);f[t]=a,r.prototype.props=f},r=this;for(var i in e)t(i)},t.internal=function(e){var t={};for(var r in e){var i=e[r],n=i[0],o=i[1];t[r]=[n,o,!0]}this.define(t)},t.mixin=function(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];this.define(o.create(e));var r=this.prototype.mixins.concat(e);this.prototype.mixins=r},t.mixins=function(e){this.mixin.apply(this,e)},t.override=function(e){for(var t in e){var r=this._fix_default(e[t],t),i=this.prototype.props[t];if(null==i)throw new Error(\"attempted to override nonexistent '\"+this.prototype.type+\".\"+t+\"'\");var n=u.clone(this.prototype.props);n[t]=Object.assign(Object.assign({},i),{default_value:r}),this.prototype.props=n}},t.prototype.toString=function(){return this.type+\"(\"+this.id+\")\"},t.prototype.finalize=function(){var e=this;for(var t in this.properties){var r=this.properties[t];r.update(),null!=r.spec.transform&&this.connect(r.spec.transform.change,function(){return e.transformchange.emit()})}this.initialize(),this.connect_signals()},t.prototype.initialize=function(){},t.prototype.connect_signals=function(){},t.prototype.disconnect_signals=function(){n.Signal.disconnectReceiver(this)},t.prototype.destroy=function(){this.disconnect_signals(),this.destroyed.emit()},t.prototype.clone=function(){return new this.constructor(this.attributes)},t.prototype._setv=function(e,t){var r=t.check_eq,i=t.silent,n=[],o=this._changing;this._changing=!0;var s=this.attributes;for(var a in e){var f=e[a];!1!==r&&_.isEqual(s[a],f)||n.push(a),s[a]=f}if(!i){n.length>0&&(this._pending=!0);for(var p=0;p<n.length;p++)this.properties[n[p]].change.emit()}if(!o){if(!i&&!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}},t.prototype.setv=function(e,t){for(var r in void 0===t&&(t={}),e)if(e.hasOwnProperty(r)){var i=r;if(null==this.props[i])throw new Error(\"property \"+this.type+\".\"+i+\" wasn't declared\");null!=t&&t.defaults||(this._set_after_defaults[r]=!0)}if(!u.isEmpty(e)){var n={};for(var r in e)n[r]=this.getv(r);this._setv(e,t);var o=t.silent;if(null==o||!o)for(var r in e)this._tell_document_about_change(r,n[r],this.getv(r),t)}},t.prototype.getv=function(e){if(null==this.props[e])throw new Error(\"property \"+this.type+\".\"+e+\" wasn't declared\");return this.attributes[e]},t.prototype.ref=function(){return s.create_ref(this)},t.prototype.set_subtype=function(e){this._subtype=e},t.prototype.attribute_is_serializable=function(e){var t=this.props[e];if(null==t)throw new Error(this.type+\".attribute_is_serializable('\"+e+\"'): \"+e+\" wasn't declared\");return!t.internal},t.prototype.serializable_attributes=function(){var e={};for(var t in this.attributes){var r=this.attributes[t];this.attribute_is_serializable(t)&&(e[t]=r)}return e},t._value_to_json=function(e,r,i){if(r instanceof t)return r.ref();if(c.isArray(r)){for(var n=[],o=0;o<r.length;o++){var s=r[o];n.push(t._value_to_json(o.toString(),s,r))}return n}if(c.isPlainObject(r)){var a={};for(var f in r)r.hasOwnProperty(f)&&(a[f]=t._value_to_json(f,r[f],r));return a}return r},t.prototype.attributes_as_json=function(e,r){void 0===e&&(e=!0),void 0===r&&(r=t._value_to_json);var i=this.serializable_attributes(),n={};for(var o in i)if(i.hasOwnProperty(o)){var s=i[o];e?n[o]=s:o in this._set_after_defaults&&(n[o]=s)}return r(\"attributes\",n,this)},t._json_record_references=function(e,r,i,n){if(null==r);else if(s.is_ref(r)){if(!(r.id in i)){var o=e.get_model_by_id(r.id);t._value_record_references(o,i,n)}}else if(c.isArray(r))for(var a=0,f=r;a<f.length;a++){var p=f[a];t._json_record_references(e,p,i,n)}else if(c.isPlainObject(r))for(var u in r)if(r.hasOwnProperty(u)){p=r[u];t._json_record_references(e,p,i,n)}},t._value_record_references=function(e,r,i){if(null==e);else if(e instanceof t){if(!(e.id in r)&&(r[e.id]=e,i))for(var n=0,o=e._immediate_references();n<o.length;n++){var s=o[n];t._value_record_references(s,r,!0)}}else if(e.buffer instanceof ArrayBuffer);else if(c.isArray(e))for(var a=0,f=e;a<f.length;a++){var p=f[a];t._value_record_references(p,r,i)}else if(c.isPlainObject(e))for(var u in e)if(e.hasOwnProperty(u)){p=e[u];t._value_record_references(p,r,i)}},t.prototype._immediate_references=function(){var e={},r=this.serializable_attributes();for(var i in r){var n=r[i];t._value_record_references(n,e,!1)}return u.values(e)},t.prototype.references=function(){var e={};return t._value_record_references(this,e,!0),u.values(e)},t.prototype._doc_attached=function(){},t.prototype.attach_document=function(e){if(null!=this.document&&this.document!=e)throw new Error(\"models must be owned by only a single document\");this.document=e,this._doc_attached()},t.prototype.detach_document=function(){this.document=null},t.prototype._tell_document_about_change=function(e,r,i,n){if(this.attribute_is_serializable(e)&&null!=this.document){var o={};t._value_record_references(i,o,!1);var s={};t._value_record_references(r,s,!1);var a=!1;for(var f in o)if(!(f in s)){a=!0;break}if(!a)for(var p in s)if(!(p in o)){a=!0;break}a&&this.document._invalidate_all_models(),this.document._notify_change(this,e,r,i,n)}},t.prototype.materialize_dataspecs=function(e){var t={};for(var r in this.properties){var i=this.properties[r];if(i instanceof a.VectorSpec&&(!i.optional||null!=i.spec.value||r in this._set_after_defaults)){var n=i.array(e);t[\"_\"+r]=n,null!=i.spec.field&&i.spec.field in e._shapes&&(t[\"_\"+r+\"_shape\"]=e._shapes[i.spec.field]),i instanceof a.DistanceSpec&&(t[\"max_\"+r]=p.max(n))}}return t},t}(n.Signalable());r.HasProps=l,l.init_HasProps()},\n",
       "      function _(n,t,e){var i=n(113),r=n(117),l=n(119),o=n(110),u=function(){function n(n,t){this.sender=n,this.name=t}return n.prototype.connect=function(n,t){void 0===t&&(t=null),a.has(this.sender)||a.set(this.sender,[]);var e=a.get(this.sender);if(null!=f(e,this,n,t))return!1;var i=t||n;s.has(i)||s.set(i,[]);var r=s.get(i),l={signal:this,slot:n,context:t};return e.push(l),r.push(l),!0},n.prototype.disconnect=function(n,t){void 0===t&&(t=null);var e=a.get(this.sender);if(null==e||0===e.length)return!1;var i=f(e,this,n,t);if(null==i)return!1;var r=t||n,l=s.get(r);return i.signal=null,h(e),h(l),!0},n.prototype.emit=function(n){for(var t=0,e=a.get(this.sender)||[];t<e.length;t++){var i=e[t],r=i.signal,l=i.slot,o=i.context;r===this&&l.call(o,n,this.sender)}},n}();e.Signal=u,u.__name__=\"Signal\";var c=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.emit=function(){n.prototype.emit.call(this,void 0)},t}(u);e.Signal0=c,c.__name__=\"Signal0\",function(n){n.disconnectBetween=function(n,t){var e=a.get(n);if(null!=e&&0!==e.length){var i=s.get(t);if(null!=i&&0!==i.length){for(var r=0,l=i;r<l.length;r++){var o=l[r];if(null==o.signal)return;o.signal.sender===n&&(o.signal=null)}h(e),h(i)}}},n.disconnectSender=function(n){var t=a.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++){var r=i[e];if(null==r.signal)return;var l=r.context||r.slot;r.signal=null,h(s.get(l))}h(t)}},n.disconnectReceiver=function(n){var t=s.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++){var r=i[e];if(null==r.signal)return;var l=r.signal.sender;r.signal=null,h(a.get(l))}h(t)}},n.disconnectAll=function(n){var t=a.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++)i[e].signal=null;h(t)}var r=s.get(n);if(null!=r&&0!==r.length){for(var l=0,o=r;l<o.length;l++)o[l].signal=null;h(r)}}}(u=e.Signal||(e.Signal={})),e.Signalable=function(n){return null!=n?function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.connect=function(n,t){return n.connect(t,this)},t.prototype.disconnect=function(n,t){return n.disconnect(t,this)},t}(n):function(){function n(){}return n.prototype.connect=function(n,t){return n.connect(t,this)},n.prototype.disconnect=function(n,t){return n.disconnect(t,this)},n}()},function(n){n.connect=function(n,t){return n.connect(t,this)},n.disconnect=function(n,t){return n.disconnect(t,this)}}(e._Signalable||(e._Signalable={}));var a=new WeakMap,s=new WeakMap;function f(n,t,e,i){return o.find(n,function(n){return n.signal===t&&n.slot===e&&n.context===i})}var g=new r.Set;function h(n){0===g.size&&l.defer(v),g.add(n)}function v(){g.forEach(function(n){o.remove_by(n,function(n){return null==n.signal})}),g.clear()}},\n",
       "      function _(t,n,e){var r=t(110),i=t(118),o=t(109),s=function(){function t(){this._dict={}}return t.prototype._existing=function(t){return t in this._dict?this._dict[t]:null},t.prototype.add_value=function(t,n){var e=this._existing(t);null==e?this._dict[t]=n:o.isArray(e)?e.push(n):this._dict[t]=[e,n]},t.prototype.remove_value=function(t,n){var e=this._existing(t);if(o.isArray(e)){var s=r.difference(e,[n]);s.length>0?this._dict[t]=s:delete this._dict[t]}else i.isEqual(e,n)&&delete this._dict[t]},t.prototype.get_one=function(t,n){var e=this._existing(t);if(o.isArray(e)){if(1===e.length)return e[0];throw new Error(n)}return e},t}();e.MultiDict=s,s.__name__=\"MultiDict\";var a=function(){function t(n){if(null==n)this._values=[];else if(n instanceof t)this._values=r.copy(n._values);else{this._values=[];for(var e=0,i=n;e<i.length;e++){var o=i[e];this.add(o)}}}return Object.defineProperty(t.prototype,\"values\",{get:function(){return r.copy(this._values).sort()},enumerable:!0,configurable:!0}),t.prototype.toString=function(){return\"Set([\"+this.values.join(\",\")+\"])\"},Object.defineProperty(t.prototype,\"size\",{get:function(){return this._values.length},enumerable:!0,configurable:!0}),t.prototype.has=function(t){return-1!==this._values.indexOf(t)},t.prototype.add=function(t){this.has(t)||this._values.push(t)},t.prototype.remove=function(t){var n=this._values.indexOf(t);-1!==n&&this._values.splice(n,1)},t.prototype.toggle=function(t){var n=this._values.indexOf(t);-1===n?this._values.push(t):this._values.splice(n,1)},t.prototype.clear=function(){this._values=[]},t.prototype.union=function(n){return n=new t(n),new t(this._values.concat(n._values))},t.prototype.intersect=function(n){n=new t(n);for(var e=new t,r=0,i=n._values;r<i.length;r++){var o=i[r];this.has(o)&&n.has(o)&&e.add(o)}return e},t.prototype.diff=function(n){n=new t(n);for(var e=new t,r=0,i=this._values;r<i.length;r++){var o=i[r];n.has(o)||e.add(o)}return e},t.prototype.forEach=function(t,n){for(var e=0,r=this._values;e<r.length;e++){var i=r[e];t.call(n||this,i,i,this)}},t}();e.Set=a,a.__name__=\"Set\";var u=function(){function t(t,n,e){this.nrows=t,this.ncols=n,this._matrix=new Array(t);for(var r=0;r<t;r++){this._matrix[r]=new Array(n);for(var i=0;i<n;i++)this._matrix[r][i]=e(r,i)}}return t.prototype.at=function(t,n){return this._matrix[t][n]},t.prototype.map=function(n){var e=this;return new t(this.nrows,this.ncols,function(t,r){return n(e.at(t,r),t,r)})},t.prototype.apply=function(n){var e=this,r=t.from(n),i=this.nrows,o=this.ncols;if(i==r.nrows&&o==r.ncols)return new t(i,o,function(t,n){return r.at(t,n)(e.at(t,n),t,n)});throw new Error(\"dimensions don't match\")},t.prototype.to_sparse=function(){for(var t=[],n=0;n<this.nrows;n++)for(var e=0;e<this.ncols;e++){var r=this._matrix[n][e];t.push([r,n,e])}return t},t.from=function(n){return n instanceof t?n:new t(n.length,r.min(n.map(function(t){return t.length})),function(t,e){return n[t][e]})},t}();e.Matrix=u,u.__name__=\"Matrix\"},\n",
       "      function _(t,r,e){var n=t(109),o=Object.prototype.toString;e.isEqual=function(t,r){return function t(r,e,c,u){if(r===e)return 0!==r||1/r==1/e;if(null==r||null==e)return r===e;var i=o.call(r);if(i!==o.call(e))return!1;switch(i){case\"[object RegExp]\":case\"[object String]\":return\"\"+r==\"\"+e;case\"[object Number]\":return+r!=+r?+e!=+e:0==+r?1/+r==1/e:+r==+e;case\"[object Date]\":case\"[object Boolean]\":return+r==+e}var f=\"[object Array]\"===i;if(!f){if(\"object\"!=typeof r||\"object\"!=typeof e)return!1;var s=r.constructor,a=e.constructor;if(s!==a&&!(n.isFunction(s)&&s instanceof s&&n.isFunction(a)&&a instanceof a)&&\"constructor\"in r&&\"constructor\"in e)return!1}u=u||[];for(var l=(c=c||[]).length;l--;)if(c[l]===r)return u[l]===e;if(c.push(r),u.push(e),f){if((l=r.length)!==e.length)return!1;for(;l--;)if(!t(r[l],e[l],c,u))return!1}else{var b=Object.keys(r),p=void 0;if(l=b.length,Object.keys(e).length!==l)return!1;for(;l--;)if(p=b[l],!e.hasOwnProperty(p)||!t(r[p],e[p],c,u))return!1}return c.pop(),u.pop(),!0}(t,r)}},\n",
       "      function _(n,t,e){e.delay=function(n,t){return setTimeout(n,t)};var r=\"function\"==typeof requestAnimationFrame?requestAnimationFrame:setImmediate;e.defer=function(n){return r(n)},e.throttle=function(n,t,e){var r,u,i;void 0===e&&(e={});var a=null,o=0,l=function(){o=!1===e.leading?0:Date.now(),a=null,i=n.apply(r,u),a||(r=u=null)};return function(){var c=Date.now();o||!1!==e.leading||(o=c);var f=t-(c-o);return r=this,u=arguments,f<=0||f>t?(a&&(clearTimeout(a),a=null),o=c,i=n.apply(r,u),a||(r=u=null)):a||!1===e.trailing||(a=setTimeout(l,f)),i}},e.once=function(n){var t,e=!1;return function(){return e||(e=!0,t=n()),t}}},\n",
       "      function _(e,t,n){var r=e(121),a=e(125);function l(e,t){var n={};for(var r in e){var a=e[r];n[t+r]=a}return n}var i={line_color:[r.ColorSpec,\"black\"],line_width:[r.NumberSpec,1],line_alpha:[r.NumberSpec,1],line_join:[r.LineJoin,\"bevel\"],line_cap:[r.LineCap,\"butt\"],line_dash:[r.Array,[]],line_dash_offset:[r.Number,0]};n.line=function(e){return void 0===e&&(e=\"\"),l(i,e)};var o={fill_color:[r.ColorSpec,\"gray\"],fill_alpha:[r.NumberSpec,1]};n.fill=function(e){return void 0===e&&(e=\"\"),l(o,e)};var c={hatch_color:[r.ColorSpec,\"black\"],hatch_alpha:[r.NumberSpec,1],hatch_scale:[r.NumberSpec,12],hatch_pattern:[r.StringSpec,null],hatch_weight:[r.NumberSpec,1],hatch_extra:[r.Any,{}]};n.hatch=function(e){return void 0===e&&(e=\"\"),l(c,e)};var h={text_font:[r.Font,\"helvetica\"],text_font_size:[r.FontSizeSpec,\"12pt\"],text_font_style:[r.FontStyle,\"normal\"],text_color:[r.ColorSpec,\"#444444\"],text_alpha:[r.NumberSpec,1],text_align:[r.TextAlign,\"left\"],text_baseline:[r.TextBaseline,\"bottom\"],text_line_height:[r.Number,1.2]};n.text=function(e){return void 0===e&&(e=\"\"),l(h,e)},n.create=function(e){for(var t={},r=0,l=e;r<l.length;r++){var i=l[r].split(\":\"),o=i[0],c=i[1],h=void 0;switch(o){case\"line\":h=n.line;break;case\"fill\":h=n.fill;break;case\"hatch\":h=n.hatch;break;case\"text\":h=n.text;break;default:throw new Error(\"Unknown property mixin kind '\"+o+\"'\")}a.extend(t,h(c))}return t}},\n",
       "      function _(t,n,e){var i=t(113),r=t(116),o=t(122),u=t(110),a=t(114),l=t(123),s=t(109);function c(t){try{return JSON.stringify(t)}catch(n){return t.toString()}}function p(t){return s.isPlainObject(t)&&(void 0===t.value?0:1)+(void 0===t.field?0:1)+(void 0===t.expr?0:1)==1}r.Signal,e.isSpec=p;var _=function(t){function n(n,e,i){var o=t.call(this)||this;return o.obj=n,o.attr=e,o.default_value=i,o.optional=!1,o.change=new r.Signal0(o.obj,\"change\"),o._init(),o.connect(o.change,function(){return o._init()}),o}return i.__extends(n,t),n.prototype.update=function(){this._init()},n.prototype.init=function(){},n.prototype.transform=function(t){return t},n.prototype.validate=function(t){if(!this.valid(t))throw new Error(this.obj.type+\".\"+this.attr+\" given invalid value: \"+c(t))},n.prototype.valid=function(t){return!0},n.prototype.value=function(t){if(void 0===t&&(t=!0),void 0===this.spec.value)throw new Error(\"attempted to retrieve property value for property without value specification\");var n=this.transform([this.spec.value])[0];return null!=this.spec.transform&&t&&(n=this.spec.transform.compute(n)),n},n.prototype._init=function(){var t,n=this.obj,e=this.attr,i=n.getv(e);if(void 0===i){var r=this.default_value;i=void 0!==r?r(n):null,n.setv(((t={})[e]=i,t),{silent:!0,defaults:!0})}s.isArray(i)?this.spec={value:i}:p(i)?this.spec=i:this.spec={value:i},null!=this.spec.value&&this.validate(this.spec.value),this.init()},n.prototype.toString=function(){return\"Prop(\"+this.obj+\".\"+this.attr+\", spec: \"+c(this.spec)+\")\"},n}(r.Signalable());e.Property=_,_.__name__=\"Property\";var f=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.Any=f,f.__name__=\"Any\";var h=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isArray(t)||t instanceof Float64Array},n}(_);e.Array=h,h.__name__=\"Array\";var d=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isBoolean(t)},n}(_);e.Boolean=d,d.__name__=\"Boolean\";var y=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isString(t)&&l.is_color(t)},n}(_);e.Color=y,y.__name__=\"Color\";var v=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.Instance=v,v.__name__=\"Instance\";var m=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isNumber(t)},n}(_);e.Number=m,m.__name__=\"Number\";var S=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isNumber(t)&&(0|t)==t},n}(m);e.Int=S,S.__name__=\"Int\";var g=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(m);e.Angle=g,g.__name__=\"Angle\";var x=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isNumber(t)&&0<=t&&t<=1},n}(m);e.Percent=x,x.__name__=\"Percent\";var b=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isString(t)},n}(_);e.String=b,b.__name__=\"String\";var P=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(b);e.FontSize=P,P.__name__=\"FontSize\";var L=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(b);e.Font=L,L.__name__=\"Font\";var T=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isString(t)&&u.includes(this.enum_values,t)},n}(_);function A(t){return function(n){function e(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(e,n),Object.defineProperty(e.prototype,\"enum_values\",{get:function(){return t},enumerable:!0,configurable:!0}),e}(T)}e.EnumProperty=T,T.__name__=\"EnumProperty\",e.Enum=A;var O=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),Object.defineProperty(n.prototype,\"enum_values\",{get:function(){return o.Direction},enumerable:!0,configurable:!0}),n.prototype.transform=function(t){for(var n=new Uint8Array(t.length),e=0;e<t.length;e++)switch(t[e]){case\"clock\":n[e]=0;break;case\"anticlock\":n[e]=1}return n},n}(T);e.Direction=O,O.__name__=\"Direction\",e.Anchor=A(o.Anchor),e.AngleUnits=A(o.AngleUnits),e.BoxOrigin=A(o.BoxOrigin),e.ButtonType=A(o.ButtonType),e.Dimension=A(o.Dimension),e.Dimensions=A(o.Dimensions),e.Distribution=A(o.Distribution),e.FontStyle=A(o.FontStyle),e.HatchPatternType=A(o.HatchPatternType),e.HTTPMethod=A(o.HTTPMethod),e.HexTileOrientation=A(o.HexTileOrientation),e.HoverMode=A(o.HoverMode),e.LatLon=A(o.LatLon),e.LegendClickPolicy=A(o.LegendClickPolicy),e.LegendLocation=A(o.LegendLocation),e.LineCap=A(o.LineCap),e.LineJoin=A(o.LineJoin),e.LinePolicy=A(o.LinePolicy),e.Location=A(o.Location),e.Logo=A(o.Logo),e.MarkerType=A(o.MarkerType),e.Orientation=A(o.Orientation),e.OutputBackend=A(o.OutputBackend),e.PaddingUnits=A(o.PaddingUnits),e.Place=A(o.Place),e.PointPolicy=A(o.PointPolicy),e.RadiusDimension=A(o.RadiusDimension),e.RenderLevel=A(o.RenderLevel),e.RenderMode=A(o.RenderMode),e.ResetPolicy=A(o.ResetPolicy),e.RoundingFunction=A(o.RoundingFunction),e.Side=A(o.Side),e.SizingMode=A(o.SizingMode),e.SliderCallbackPolicy=A(o.SliderCallbackPolicy),e.Sort=A(o.Sort),e.SpatialUnits=A(o.SpatialUnits),e.StartEnd=A(o.StartEnd),e.StepMode=A(o.StepMode),e.TapBehavior=A(o.TapBehavior),e.TextAlign=A(o.TextAlign),e.TextBaseline=A(o.TextBaseline),e.TextureRepetition=A(o.TextureRepetition),e.TickLabelOrientation=A(o.TickLabelOrientation),e.TooltipAttachment=A(o.TooltipAttachment),e.UpdateMode=A(o.UpdateMode),e.VerticalAlign=A(o.VerticalAlign);var M=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.ScalarSpec=M,M.__name__=\"ScalarSpec\";var k=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.array=function(t){var n;if(null!=this.spec.field){if(null==(n=this.transform(t.get_column(this.spec.field))))throw new Error(\"attempted to retrieve property array for nonexistent field '\"+this.spec.field+\"'\")}else if(null!=this.spec.expr)n=this.transform(this.spec.expr.v_compute(t));else{var e=t.get_length();null==e&&(e=1);var i=this.value(!1);n=u.repeat(i,e)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n},n}(_);e.VectorSpec=k,k.__name__=\"VectorSpec\";var B=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(k);e.DataSpec=B,B.__name__=\"DataSpec\";var D=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.init=function(){null==this.spec.units&&(this.spec.units=this.default_units);var t=this.spec.units;if(!u.includes(this.valid_units,t))throw new Error(\"units must be one of \"+this.valid_units.join(\", \")+\"; got: \"+t)},Object.defineProperty(n.prototype,\"units\",{get:function(){return this.spec.units},set:function(t){this.spec.units=t},enumerable:!0,configurable:!0}),n}(k);e.UnitsSpec=D,D.__name__=\"UnitsSpec\";var j=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),Object.defineProperty(n.prototype,\"default_units\",{get:function(){return\"rad\"},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"valid_units\",{get:function(){return o.AngleUnits},enumerable:!0,configurable:!0}),n.prototype.transform=function(n){return\"deg\"==this.spec.units&&(n=a.map(n,function(t){return t*Math.PI/180})),n=a.map(n,function(t){return-t}),t.prototype.transform.call(this,n)},n}(D);e.AngleSpec=j,j.__name__=\"AngleSpec\";var C=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.BooleanSpec=C,C.__name__=\"BooleanSpec\";var U=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.ColorSpec=U,U.__name__=\"ColorSpec\";var w=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.CoordinateSpec=w,w.__name__=\"CoordinateSpec\";var R=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.CoordinateSeqSpec=R,R.__name__=\"CoordinateSeqSpec\";var F=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),Object.defineProperty(n.prototype,\"default_units\",{get:function(){return\"data\"},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"valid_units\",{get:function(){return o.SpatialUnits},enumerable:!0,configurable:!0}),n}(D);e.DistanceSpec=F,F.__name__=\"DistanceSpec\";var N=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.FontSizeSpec=N,N.__name__=\"FontSizeSpec\";var E=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.MarkerSpec=E,E.__name__=\"MarkerSpec\";var H=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.NumberSpec=H,H.__name__=\"NumberSpec\";var z=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.StringSpec=z,z.__name__=\"StringSpec\";var I=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.NullStringSpec=I,I.__name__=\"NullStringSpec\"},\n",
       "      function _(e,t,n){n.Align=[\"start\",\"center\",\"end\"],n.Anchor=[\"top_left\",\"top_center\",\"top_right\",\"center_left\",\"center\",\"center_right\",\"bottom_left\",\"bottom_center\",\"bottom_right\"],n.AngleUnits=[\"deg\",\"rad\"],n.BoxOrigin=[\"corner\",\"center\"],n.ButtonType=[\"default\",\"primary\",\"success\",\"warning\",\"danger\"],n.Dimension=[\"width\",\"height\"],n.Dimensions=[\"width\",\"height\",\"both\"],n.Direction=[\"clock\",\"anticlock\"],n.Distribution=[\"uniform\",\"normal\"],n.FontStyle=[\"normal\",\"italic\",\"bold\",\"bold italic\"],n.HatchPatternType=[\"blank\",\"dot\",\"ring\",\"horizontal_line\",\"vertical_line\",\"cross\",\"horizontal_dash\",\"vertical_dash\",\"spiral\",\"right_diagonal_line\",\"left_diagonal_line\",\"diagonal_cross\",\"right_diagonal_dash\",\"left_diagonal_dash\",\"horizontal_wave\",\"vertical_wave\",\"criss_cross\",\" \",\".\",\"o\",\"-\",\"|\",\"+\",'\"',\":\",\"@\",\"/\",\"\\\\\",\"x\",\",\",\"`\",\"v\",\">\",\"*\"],n.HTTPMethod=[\"POST\",\"GET\"],n.HexTileOrientation=[\"pointytop\",\"flattop\"],n.HoverMode=[\"mouse\",\"hline\",\"vline\"],n.LatLon=[\"lat\",\"lon\"],n.LegendClickPolicy=[\"none\",\"hide\",\"mute\"],n.LegendLocation=n.Anchor,n.LineCap=[\"butt\",\"round\",\"square\"],n.LineJoin=[\"miter\",\"round\",\"bevel\"],n.LinePolicy=[\"prev\",\"next\",\"nearest\",\"interp\",\"none\"],n.Location=[\"above\",\"below\",\"left\",\"right\"],n.Logo=[\"normal\",\"grey\"],n.MarkerType=[\"asterisk\",\"circle\",\"circle_cross\",\"circle_x\",\"cross\",\"dash\",\"diamond\",\"diamond_cross\",\"hex\",\"inverted_triangle\",\"square\",\"square_cross\",\"square_x\",\"triangle\",\"x\"],n.Orientation=[\"vertical\",\"horizontal\"],n.OutputBackend=[\"canvas\",\"svg\",\"webgl\"],n.PaddingUnits=[\"percent\",\"absolute\"],n.Place=[\"above\",\"below\",\"left\",\"right\",\"center\"],n.PointPolicy=[\"snap_to_data\",\"follow_mouse\",\"none\"],n.RadiusDimension=[\"x\",\"y\",\"max\",\"min\"],n.RenderLevel=[\"image\",\"underlay\",\"glyph\",\"annotation\",\"overlay\"],n.RenderMode=[\"canvas\",\"css\"],n.ResetPolicy=[\"standard\",\"event_only\"],n.RoundingFunction=[\"round\",\"nearest\",\"floor\",\"rounddown\",\"ceil\",\"roundup\"],n.Side=[\"above\",\"below\",\"left\",\"right\"],n.SizingMode=[\"stretch_width\",\"stretch_height\",\"stretch_both\",\"scale_width\",\"scale_height\",\"scale_both\",\"fixed\"],n.SliderCallbackPolicy=[\"continuous\",\"throttle\",\"mouseup\"],n.Sort=[\"ascending\",\"descending\"],n.SpatialUnits=[\"screen\",\"data\"],n.StartEnd=[\"start\",\"end\"],n.StepMode=[\"after\",\"before\",\"center\"],n.TapBehavior=[\"select\",\"inspect\"],n.TextAlign=[\"left\",\"right\",\"center\"],n.TextBaseline=[\"top\",\"middle\",\"bottom\",\"alphabetic\",\"hanging\",\"ideographic\"],n.TextureRepetition=[\"repeat\",\"repeat_x\",\"repeat_y\",\"no_repeat\"],n.TickLabelOrientation=[\"vertical\",\"horizontal\",\"parallel\",\"normal\"],n.TooltipAttachment=[\"horizontal\",\"vertical\",\"left\",\"right\",\"above\",\"below\"],n.UpdateMode=[\"replace\",\"append\"],n.VerticalAlign=[\"top\",\"middle\",\"bottom\"]},\n",
       "      function _(r,e,t){var n=r(124),a=r(110);function o(r){var e=Number(r).toString(16);return 1==e.length?\"0\"+e:e}function l(r){if(0==(r+=\"\").indexOf(\"#\"))return r;if(n.is_svg_color(r))return n.svg_colors[r];if(0==r.indexOf(\"rgb\")){var e=r.replace(/^rgba?\\(|\\s+|\\)$/g,\"\").split(\",\"),t=e.slice(0,3).map(o).join(\"\");return 4==e.length&&(t+=o(Math.floor(255*parseFloat(e[3])))),\"#\"+t.slice(0,8)}return r}function i(r){var e;switch(r.substring(0,4)){case\"rgba\":e={start:\"rgba(\",len:4,alpha:!0};break;case\"rgb(\":e={start:\"rgb(\",len:3,alpha:!1};break;default:return!1}if(new RegExp(\".*?(\\\\.).*(,)\").test(r))throw new Error(\"color expects integers for rgb in rgb/rgba tuple, received \"+r);var t=r.replace(e.start,\"\").replace(\")\",\"\").split(\",\").map(parseFloat);if(t.length!=e.len)throw new Error(\"color expects rgba \"+e.len+\"-tuple, received \"+r);if(e.alpha&&!(0<=t[3]&&t[3]<=1))throw new Error(\"color expects rgba 4-tuple to have alpha value between 0 and 1\");if(a.includes(t.slice(0,3).map(function(r){return 0<=r&&r<=255}),!1))throw new Error(\"color expects rgb to have value between 0 and 255\");return!0}t.is_color=function(r){return n.is_svg_color(r.toLowerCase())||\"#\"==r.substring(0,1)||i(r)},t.rgb2hex=function(r,e,t){return\"#\"+o(255&r)+o(255&e)+o(255&t)},t.color2hex=l,t.color2rgba=function(r,e){if(void 0===e&&(e=1),!r)return[0,0,0,0];var t=l(r);(t=t.replace(/ |#/g,\"\")).length<=4&&(t=t.replace(/(.)/g,\"$1$1\"));for(var n=t.match(/../g).map(function(r){return parseInt(r,16)/255});n.length<3;)n.push(0);return n.length<4&&n.push(e),n.slice(0,4)},t.valid_rgb=i},\n",
       "      function _(F,e,r){r.svg_colors={indianred:\"#CD5C5C\",lightcoral:\"#F08080\",salmon:\"#FA8072\",darksalmon:\"#E9967A\",lightsalmon:\"#FFA07A\",crimson:\"#DC143C\",red:\"#FF0000\",firebrick:\"#B22222\",darkred:\"#8B0000\",pink:\"#FFC0CB\",lightpink:\"#FFB6C1\",hotpink:\"#FF69B4\",deeppink:\"#FF1493\",mediumvioletred:\"#C71585\",palevioletred:\"#DB7093\",coral:\"#FF7F50\",tomato:\"#FF6347\",orangered:\"#FF4500\",darkorange:\"#FF8C00\",orange:\"#FFA500\",gold:\"#FFD700\",yellow:\"#FFFF00\",lightyellow:\"#FFFFE0\",lemonchiffon:\"#FFFACD\",lightgoldenrodyellow:\"#FAFAD2\",papayawhip:\"#FFEFD5\",moccasin:\"#FFE4B5\",peachpuff:\"#FFDAB9\",palegoldenrod:\"#EEE8AA\",khaki:\"#F0E68C\",darkkhaki:\"#BDB76B\",lavender:\"#E6E6FA\",thistle:\"#D8BFD8\",plum:\"#DDA0DD\",violet:\"#EE82EE\",orchid:\"#DA70D6\",fuchsia:\"#FF00FF\",magenta:\"#FF00FF\",mediumorchid:\"#BA55D3\",mediumpurple:\"#9370DB\",blueviolet:\"#8A2BE2\",darkviolet:\"#9400D3\",darkorchid:\"#9932CC\",darkmagenta:\"#8B008B\",purple:\"#800080\",indigo:\"#4B0082\",slateblue:\"#6A5ACD\",darkslateblue:\"#483D8B\",mediumslateblue:\"#7B68EE\",greenyellow:\"#ADFF2F\",chartreuse:\"#7FFF00\",lawngreen:\"#7CFC00\",lime:\"#00FF00\",limegreen:\"#32CD32\",palegreen:\"#98FB98\",lightgreen:\"#90EE90\",mediumspringgreen:\"#00FA9A\",springgreen:\"#00FF7F\",mediumseagreen:\"#3CB371\",seagreen:\"#2E8B57\",forestgreen:\"#228B22\",green:\"#008000\",darkgreen:\"#006400\",yellowgreen:\"#9ACD32\",olivedrab:\"#6B8E23\",olive:\"#808000\",darkolivegreen:\"#556B2F\",mediumaquamarine:\"#66CDAA\",darkseagreen:\"#8FBC8F\",lightseagreen:\"#20B2AA\",darkcyan:\"#008B8B\",teal:\"#008080\",aqua:\"#00FFFF\",cyan:\"#00FFFF\",lightcyan:\"#E0FFFF\",paleturquoise:\"#AFEEEE\",aquamarine:\"#7FFFD4\",turquoise:\"#40E0D0\",mediumturquoise:\"#48D1CC\",darkturquoise:\"#00CED1\",cadetblue:\"#5F9EA0\",steelblue:\"#4682B4\",lightsteelblue:\"#B0C4DE\",powderblue:\"#B0E0E6\",lightblue:\"#ADD8E6\",skyblue:\"#87CEEB\",lightskyblue:\"#87CEFA\",deepskyblue:\"#00BFFF\",dodgerblue:\"#1E90FF\",cornflowerblue:\"#6495ED\",royalblue:\"#4169E1\",blue:\"#0000FF\",mediumblue:\"#0000CD\",darkblue:\"#00008B\",navy:\"#000080\",midnightblue:\"#191970\",cornsilk:\"#FFF8DC\",blanchedalmond:\"#FFEBCD\",bisque:\"#FFE4C4\",navajowhite:\"#FFDEAD\",wheat:\"#F5DEB3\",burlywood:\"#DEB887\",tan:\"#D2B48C\",rosybrown:\"#BC8F8F\",sandybrown:\"#F4A460\",goldenrod:\"#DAA520\",darkgoldenrod:\"#B8860B\",peru:\"#CD853F\",chocolate:\"#D2691E\",saddlebrown:\"#8B4513\",sienna:\"#A0522D\",brown:\"#A52A2A\",maroon:\"#800000\",white:\"#FFFFFF\",snow:\"#FFFAFA\",honeydew:\"#F0FFF0\",mintcream:\"#F5FFFA\",azure:\"#F0FFFF\",aliceblue:\"#F0F8FF\",ghostwhite:\"#F8F8FF\",whitesmoke:\"#F5F5F5\",seashell:\"#FFF5EE\",beige:\"#F5F5DC\",oldlace:\"#FDF5E6\",floralwhite:\"#FFFAF0\",ivory:\"#FFFFF0\",antiquewhite:\"#FAEBD7\",linen:\"#FAF0E6\",lavenderblush:\"#FFF0F5\",mistyrose:\"#FFE4E1\",gainsboro:\"#DCDCDC\",lightgray:\"#D3D3D3\",lightgrey:\"#D3D3D3\",silver:\"#C0C0C0\",darkgray:\"#A9A9A9\",darkgrey:\"#A9A9A9\",gray:\"#808080\",grey:\"#808080\",dimgray:\"#696969\",dimgrey:\"#696969\",lightslategray:\"#778899\",lightslategrey:\"#778899\",slategray:\"#708090\",slategrey:\"#708090\",darkslategray:\"#2F4F4F\",darkslategrey:\"#2F4F4F\",black:\"#000000\"},r.is_svg_color=function(F){return F in r.svg_colors}},\n",
       "      function _(e,n,t){var r=e(113),c=e(110);function o(e,n){return r.__assign(e,n)}function u(e){return Object.keys(e).length}t.keys=Object.keys,t.values=function(e){for(var n=Object.keys(e),t=n.length,r=new Array(t),c=0;c<t;c++)r[c]=e[n[c]];return r},t.extend=o,t.clone=function(e){return o({},e)},t.merge=function(e,n){for(var t=Object.create(Object.prototype),r=0,o=c.concat([Object.keys(e),Object.keys(n)]);r<o.length;r++){var u=o[r],s=e.hasOwnProperty(u)?e[u]:[],a=n.hasOwnProperty(u)?n[u]:[];t[u]=c.union(s,a)}return t},t.size=u,t.isEmpty=function(e){return 0===u(e)}},\n",
       "      function _(e,t,r){var n=e(109);r.create_ref=function(e){var t={type:e.type,id:e.id};return null!=e._subtype&&(t.subtype=e._subtype),t},r.is_ref=function(e){if(n.isObject(e)){var t=Object.keys(e).sort();if(2==t.length)return\"id\"==t[0]&&\"type\"==t[1];if(3==t.length)return\"id\"==t[0]&&\"subtype\"==t[1]&&\"type\"==t[2]}return!1}},\n",
       "      function _(r,t,e){var n=r(128);function u(){for(var r=new Array(32),t=0;t<32;t++)r[t]=\"0123456789ABCDEF\".substr(Math.floor(16*Math.random()),1);return r[12]=\"4\",r[16]=\"0123456789ABCDEF\".substr(3&r[16].charCodeAt(0)|8,1),r.join(\"\")}e.startsWith=function(r,t,e){return void 0===e&&(e=0),r.substr(e,t.length)==t},e.uuid4=u;var a=1e3;e.uniqueId=function(r){var t=n.settings.dev?\"j\"+a++:u();return null!=r?r+\"-\"+t:t},e.escape=function(r){return r.replace(/(?:[&<>\"'`])/g,function(r){switch(r){case\"&\":return\"&amp;\";case\"<\":return\"&lt;\";case\">\":return\"&gt;\";case'\"':return\"&quot;\";case\"'\":return\"&#x27;\";case\"`\":return\"&#x60;\";default:return r}})},e.unescape=function(r){return r.replace(/&(amp|lt|gt|quot|#x27|#x60);/g,function(r,t){switch(t){case\"amp\":return\"&\";case\"lt\":return\"<\";case\"gt\":return\">\";case\"quot\":return'\"';case\"#x27\":return\"'\";case\"#x60\":return\"`\";default:return t}})},e.use_strict=function(r){return\"'use strict';\\n\"+r}},\n",
       "      function _(e,t,n){var i=function(){function e(){this._dev=!1}return Object.defineProperty(e.prototype,\"dev\",{get:function(){return this._dev},set:function(e){this._dev=e},enumerable:!0,configurable:!0}),e}();n.Settings=i,i.__name__=\"Settings\",n.settings=new i},\n",
       "      function _(n,o,r){function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(130)),f(n(242)),f(n(269)),f(n(273)),f(n(288)),f(n(292)),f(n(298)),f(n(302)),f(n(332)),f(n(335)),f(n(337)),f(n(350)),f(n(217)),f(n(356)),f(n(360)),f(n(383)),f(n(384)),f(n(385)),f(n(386)),f(n(387)),f(n(393)),f(n(395)),f(n(405)),f(n(409))},\n",
       "      function _(a,e,o){var r=a(131);o.Annotation=r.Annotation;var n=a(168);o.Arrow=n.Arrow;var t=a(169);o.ArrowHead=t.ArrowHead;var v=a(169);o.OpenHead=v.OpenHead;var l=a(169);o.NormalHead=l.NormalHead;var d=a(169);o.TeeHead=d.TeeHead;var i=a(169);o.VeeHead=i.VeeHead;var A=a(200);o.Band=A.Band;var H=a(201);o.BoxAnnotation=H.BoxAnnotation;var T=a(203);o.ColorBar=T.ColorBar;var p=a(227);o.Label=p.Label;var L=a(229);o.LabelSet=L.LabelSet;var b=a(230);o.Legend=b.Legend;var B=a(231);o.LegendItem=B.LegendItem;var S=a(233);o.PolyAnnotation=S.PolyAnnotation;var g=a(234);o.Slope=g.Slope;var m=a(235);o.Span=m.Span;var w=a(228);o.TextAnnotation=w.TextAnnotation;var x=a(236);o.Title=x.Title;var P=a(237);o.ToolbarPanel=P.ToolbarPanel;var h=a(238);o.Tooltip=h.Tooltip;var k=a(241);o.Whisker=k.Whisker},\n",
       "      function _(t,e,n){var i=t(113),o=t(132),r=t(125),s=t(160),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),Object.defineProperty(e.prototype,\"panel\",{get:function(){return this.layout},enumerable:!0,configurable:!0}),e.prototype.get_size=function(){if(this.model.visible){var t=this._get_size(),e=t.width,n=t.height;return{width:Math.round(e),height:Math.round(n)}}return{width:0,height:0}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this);var n=this.model.properties;this.on_change(n.visible,function(){return e.plot_view.request_layout()})},e.prototype._get_size=function(){throw new Error(\"not implemented\")},Object.defineProperty(e.prototype,\"ctx\",{get:function(){return this.plot_view.canvas_view.ctx},enumerable:!0,configurable:!0}),e.prototype.set_data=function(t){var e,n,i=this.model.materialize_dataspecs(t);if(r.extend(this,i),this.plot_model.use_map){null!=this._x&&(e=o.project_xy(this._x,this._y),this._x=e[0],this._y=e[1]),null!=this._xs&&(n=o.project_xsys(this._xs,this._ys),this._xs=n[0],this._ys=n[1])}},Object.defineProperty(e.prototype,\"needs_clip\",{get:function(){return null==this.layout},enumerable:!0,configurable:!0}),e.prototype.serializable_state=function(){var e=t.prototype.serializable_state.call(this);return null==this.layout?e:Object.assign(Object.assign({},e),{bbox:this.layout.bbox.box})},e}(s.RendererView);n.AnnotationView=a,a.__name__=\"AnnotationView\";var l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Annotation=function(){this.override({level:\"annotation\"})},e}(s.Renderer);n.Annotation=l,l.__name__=\"Annotation\",l.init_Annotation()},\n",
       "      function _(r,n,t){var a=r(133),e=r(134),o=new e(\"GOOGLE\"),c=new e(\"WGS84\");t.wgs84_mercator=a(c,o);var i={lon:[-20026376.39,20026376.39],lat:[-20048966.1,20048966.1]},u={lon:[-180,180],lat:[-85.06,85.06]};function l(r,n){for(var a=Math.min(r.length,n.length),e=new Array(a),o=new Array(a),c=0;c<a;c++){var i=t.wgs84_mercator.forward([r[c],n[c]]),u=i[0],l=i[1];e[c]=u,o[c]=l}return[e,o]}t.clip_mercator=function(r,n,t){var a=i[t],e=a[0],o=a[1];return[Math.max(r,e),Math.min(n,o)]},t.in_bounds=function(r,n){return r>u[n][0]&&r<u[n][1]},t.project_xy=l,t.project_xsys=function(r,n){for(var t=Math.min(r.length,n.length),a=new Array(t),e=new Array(t),o=0;o<t;o++){var c=l(r[o],n[o]),i=c[0],u=c[1];a[o]=i,e[o]=u}return[a,e]}},\n",
       "      function _(r,n,o){var t=r(134),i=r(155),u=t(\"WGS84\");function e(r,n,o){var t;return Array.isArray(o)?(t=i(r,n,o),3===o.length?[t.x,t.y,t.z]:[t.x,t.y]):i(r,n,o)}function a(r){return r instanceof t?r:r.oProj?r.oProj:t(r)}n.exports=function(r,n,o){r=a(r);var t,i=!1;return void 0===n?(n=r,r=u,i=!0):(void 0!==n.x||Array.isArray(n))&&(o=n,n=r,r=u,i=!0),n=a(n),o?e(r,n,o):(t={forward:function(o){return e(r,n,o)},inverse:function(o){return e(n,r,o)}},i&&(t.oProj=n),t)}},\n",
       "      function _(e,t,s){var a=e(135),i=e(142),r=e(143),o=e(151),n=e(153),p=e(154);function u(e,t){if(!(this instanceof u))return new u(e);t=t||function(e){if(e)throw e};var s=a(e);if(\"object\"==typeof s){var r=u.projections.get(s.projName);if(r){if(s.datumCode&&\"none\"!==s.datumCode){var h=n[s.datumCode];h&&(s.datum_params=h.towgs84?h.towgs84.split(\",\"):null,s.ellps=h.ellipse,s.datumName=h.datumName?h.datumName:s.datumCode)}s.k0=s.k0||1,s.axis=s.axis||\"enu\";var m=o.sphere(s.a,s.b,s.rf,s.ellps,s.sphere),d=o.eccentricity(m.a,m.b,m.rf,s.R_A),f=s.datum||p(s.datumCode,s.datum_params,m.a,m.b,d.es,d.ep2);i(this,s),i(this,r),this.a=m.a,this.b=m.b,this.rf=m.rf,this.sphere=m.sphere,this.es=d.es,this.e=d.e,this.ep2=d.ep2,this.datum=f,this.init(),t(null,this)}else t(e)}else t(e)}u.projections=r,u.projections.start(),t.exports=u},\n",
       "      function _(n,r,t){var u=n(136),i=n(141),o=n(138);var e=[\"GEOGCS\",\"GEOCCS\",\"PROJCS\",\"LOCAL_CS\"];r.exports=function(n){return function(n){return\"string\"==typeof n}(n)?function(n){return n in u}(n)?u[n]:function(n){return e.some(function(r){return n.indexOf(r)>-1})}(n)?i(n):function(n){return\"+\"===n[0]}(n)?o(n):void 0:n}},\n",
       "      function _(r,n,i){var t=r(137),e=r(138),a=r(141);function f(r){var n=this;if(2===arguments.length){var i=arguments[1];\"string\"==typeof i?\"+\"===i.charAt(0)?f[r]=e(arguments[1]):f[r]=a(arguments[1]):f[r]=i}else if(1===arguments.length){if(Array.isArray(r))return r.map(function(r){Array.isArray(r)?f.apply(n,r):f(r)});if(\"string\"==typeof r){if(r in f)return f[r]}else\"EPSG\"in r?f[\"EPSG:\"+r.EPSG]=r:\"ESRI\"in r?f[\"ESRI:\"+r.ESRI]=r:\"IAU2000\"in r?f[\"IAU2000:\"+r.IAU2000]=r:console.log(r);return}}t(f),n.exports=f},\n",
       "      function _(t,l,G){l.exports=function(t){t(\"EPSG:4326\",\"+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees\"),t(\"EPSG:4269\",\"+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees\"),t(\"EPSG:3857\",\"+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs\"),t.WGS84=t[\"EPSG:4326\"],t[\"EPSG:3785\"]=t[\"EPSG:3857\"],t.GOOGLE=t[\"EPSG:3857\"],t[\"EPSG:900913\"]=t[\"EPSG:3857\"],t[\"EPSG:102113\"]=t[\"EPSG:3857\"]}},\n",
       "      function _(n,t,o){var a=.017453292519943295,u=n(139),e=n(140);t.exports=function(n){var t,o,r,i={},f=n.split(\"+\").map(function(n){return n.trim()}).filter(function(n){return n}).reduce(function(n,t){var o=t.split(\"=\");return o.push(!0),n[o[0].toLowerCase()]=o[1],n},{}),s={proj:\"projName\",datum:\"datumCode\",rf:function(n){i.rf=parseFloat(n)},lat_0:function(n){i.lat0=n*a},lat_1:function(n){i.lat1=n*a},lat_2:function(n){i.lat2=n*a},lat_ts:function(n){i.lat_ts=n*a},lon_0:function(n){i.long0=n*a},lon_1:function(n){i.long1=n*a},lon_2:function(n){i.long2=n*a},alpha:function(n){i.alpha=parseFloat(n)*a},lonc:function(n){i.longc=n*a},x_0:function(n){i.x0=parseFloat(n)},y_0:function(n){i.y0=parseFloat(n)},k_0:function(n){i.k0=parseFloat(n)},k:function(n){i.k0=parseFloat(n)},a:function(n){i.a=parseFloat(n)},b:function(n){i.b=parseFloat(n)},r_a:function(){i.R_A=!0},zone:function(n){i.zone=parseInt(n,10)},south:function(){i.utmSouth=!0},towgs84:function(n){i.datum_params=n.split(\",\").map(function(n){return parseFloat(n)})},to_meter:function(n){i.to_meter=parseFloat(n)},units:function(n){i.units=n,e[n]&&(i.to_meter=e[n].to_meter)},from_greenwich:function(n){i.from_greenwich=n*a},pm:function(n){i.from_greenwich=(u[n]?u[n]:parseFloat(n))*a},nadgrids:function(n){\"@null\"===n?i.datumCode=\"none\":i.nadgrids=n},axis:function(n){3===n.length&&-1!==\"ewnsud\".indexOf(n.substr(0,1))&&-1!==\"ewnsud\".indexOf(n.substr(1,1))&&-1!==\"ewnsud\".indexOf(n.substr(2,1))&&(i.axis=n)}};for(t in f)o=f[t],t in s?\"function\"==typeof(r=s[t])?r(o):i[r]=o:i[t]=o;return\"string\"==typeof i.datumCode&&\"WGS84\"!==i.datumCode&&(i.datumCode=i.datumCode.toLowerCase()),i}},\n",
       "      function _(o,r,s){s.greenwich=0,s.lisbon=-9.131906111111,s.paris=2.337229166667,s.bogota=-74.080916666667,s.madrid=-3.687938888889,s.rome=12.452333333333,s.bern=7.439583333333,s.jakarta=106.807719444444,s.ferro=-17.666666666667,s.brussels=4.367975,s.stockholm=18.058277777778,s.athens=23.7163375,s.oslo=10.722916666667},\n",
       "      function _(t,e,f){f.ft={to_meter:.3048},f[\"us-ft\"]={to_meter:1200/3937}},\n",
       "      function _(e,a,t){var r=.017453292519943295,n=e(142);function o(e,a,t){e[a]=t.map(function(e){var a={};return l(e,a),a}).reduce(function(e,a){return n(e,a)},{})}function l(e,a){var t;Array.isArray(e)?(\"PARAMETER\"===(t=e.shift())&&(t=e.shift()),1===e.length?Array.isArray(e[0])?(a[t]={},l(e[0],a[t])):a[t]=e[0]:e.length?\"TOWGS84\"===t?a[t]=e:(a[t]={},[\"UNIT\",\"PRIMEM\",\"VERT_DATUM\"].indexOf(t)>-1?(a[t]={name:e[0].toLowerCase(),convert:e[1]},3===e.length&&(a[t].auth=e[2])):\"SPHEROID\"===t?(a[t]={name:e[0],a:e[1],rf:e[2]},4===e.length&&(a[t].auth=e[3])):[\"GEOGCS\",\"GEOCCS\",\"DATUM\",\"VERT_CS\",\"COMPD_CS\",\"LOCAL_CS\",\"FITTED_CS\",\"LOCAL_DATUM\"].indexOf(t)>-1?(e[0]=[\"name\",e[0]],o(a,t,e)):e.every(function(e){return Array.isArray(e)})?o(a,t,e):l(e,a[t])):a[t]=!0):a[e]=!0}function i(e){return e*r}a.exports=function(e,a){var t=JSON.parse((\",\"+e).replace(/\\s*\\,\\s*([A-Z_0-9]+?)(\\[)/g,',[\"$1\",').slice(1).replace(/\\s*\\,\\s*([A-Z_0-9]+?)\\]/g,',\"$1\"]').replace(/,\\[\"VERTCS\".+/,\"\")),r=t.shift(),o=t.shift();t.unshift([\"name\",o]),t.unshift([\"type\",r]),t.unshift(\"output\");var _={};return l(t,_),function(e){function a(a){var t=e.to_meter||1;return parseFloat(a,10)*t}\"GEOGCS\"===e.type?e.projName=\"longlat\":\"LOCAL_CS\"===e.type?(e.projName=\"identity\",e.local=!0):\"object\"==typeof e.PROJECTION?e.projName=Object.keys(e.PROJECTION)[0]:e.projName=e.PROJECTION,e.UNIT&&(e.units=e.UNIT.name.toLowerCase(),\"metre\"===e.units&&(e.units=\"meter\"),e.UNIT.convert&&(\"GEOGCS\"===e.type?e.DATUM&&e.DATUM.SPHEROID&&(e.to_meter=parseFloat(e.UNIT.convert,10)*e.DATUM.SPHEROID.a):e.to_meter=parseFloat(e.UNIT.convert,10))),e.GEOGCS&&(e.GEOGCS.DATUM?e.datumCode=e.GEOGCS.DATUM.name.toLowerCase():e.datumCode=e.GEOGCS.name.toLowerCase(),\"d_\"===e.datumCode.slice(0,2)&&(e.datumCode=e.datumCode.slice(2)),\"new_zealand_geodetic_datum_1949\"!==e.datumCode&&\"new_zealand_1949\"!==e.datumCode||(e.datumCode=\"nzgd49\"),\"wgs_1984\"===e.datumCode&&(\"Mercator_Auxiliary_Sphere\"===e.PROJECTION&&(e.sphere=!0),e.datumCode=\"wgs84\"),\"_ferro\"===e.datumCode.slice(-6)&&(e.datumCode=e.datumCode.slice(0,-6)),\"_jakarta\"===e.datumCode.slice(-8)&&(e.datumCode=e.datumCode.slice(0,-8)),~e.datumCode.indexOf(\"belge\")&&(e.datumCode=\"rnb72\"),e.GEOGCS.DATUM&&e.GEOGCS.DATUM.SPHEROID&&(e.ellps=e.GEOGCS.DATUM.SPHEROID.name.replace(\"_19\",\"\").replace(/[Cc]larke\\_18/,\"clrk\"),\"international\"===e.ellps.toLowerCase().slice(0,13)&&(e.ellps=\"intl\"),e.a=e.GEOGCS.DATUM.SPHEROID.a,e.rf=parseFloat(e.GEOGCS.DATUM.SPHEROID.rf,10)),~e.datumCode.indexOf(\"osgb_1936\")&&(e.datumCode=\"osgb36\")),e.b&&!isFinite(e.b)&&(e.b=e.a),[[\"standard_parallel_1\",\"Standard_Parallel_1\"],[\"standard_parallel_2\",\"Standard_Parallel_2\"],[\"false_easting\",\"False_Easting\"],[\"false_northing\",\"False_Northing\"],[\"central_meridian\",\"Central_Meridian\"],[\"latitude_of_origin\",\"Latitude_Of_Origin\"],[\"latitude_of_origin\",\"Central_Parallel\"],[\"scale_factor\",\"Scale_Factor\"],[\"k0\",\"scale_factor\"],[\"latitude_of_center\",\"Latitude_of_center\"],[\"lat0\",\"latitude_of_center\",i],[\"longitude_of_center\",\"Longitude_Of_Center\"],[\"longc\",\"longitude_of_center\",i],[\"x0\",\"false_easting\",a],[\"y0\",\"false_northing\",a],[\"long0\",\"central_meridian\",i],[\"lat0\",\"latitude_of_origin\",i],[\"lat0\",\"standard_parallel_1\",i],[\"lat1\",\"standard_parallel_1\",i],[\"lat2\",\"standard_parallel_2\",i],[\"alpha\",\"azimuth\",i],[\"srsCode\",\"name\"]].forEach(function(a){return t=e,n=(r=a)[0],o=r[1],void(!(n in t)&&o in t&&(t[n]=t[o],3===r.length&&(t[n]=r[2](t[n]))));var t,r,n,o}),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?90:-90),e.lat_ts=e.lat1)}(_.output),n(a,_.output)}},\n",
       "      function _(n,r,i){r.exports=function(n,r){var i,o;if(n=n||{},!r)return n;for(o in r)void 0!==(i=r[o])&&(n[o]=i);return n}},\n",
       "      function _(n,o,t){var r=[n(144),n(150)],e={},a=[];function i(n,o){var t=a.length;return n.names?(a[t]=n,n.names.forEach(function(n){e[n.toLowerCase()]=t}),this):(console.log(o),!0)}t.add=i,t.get=function(n){if(!n)return!1;var o=n.toLowerCase();return void 0!==e[o]&&a[e[o]]?a[e[o]]:void 0},t.start=function(){r.forEach(i)}},\n",
       "      function _(t,s,i){var h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return s=r(this.long0+h/(this.a*this.k0)),t.x=s,t.y=i,t},i.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"]},\n",
       "      function _(t,n,r){n.exports=function(t,n,r){var o=t*n;return r/Math.sqrt(1-o*o)}},\n",
       "      function _(t,n,a){var r=2*Math.PI,o=t(147);n.exports=function(t){return Math.abs(t)<=3.14159265359?t:t-o(t)*r}},\n",
       "      function _(n,t,o){t.exports=function(n){return n<0?-1:1}},\n",
       "      function _(t,a,n){var r=Math.PI/2;a.exports=function(t,a,n){var o=t*n,h=.5*t;return o=Math.pow((1-o)/(1+o),h),Math.tan(.5*(r-a))/o}},\n",
       "      function _(a,t,n){var r=Math.PI/2;t.exports=function(a,t){for(var n,h,M=.5*a,o=r-2*Math.atan(t),e=0;e<=15;e++)if(n=a*Math.sin(o),o+=h=r-2*Math.atan(t*Math.pow((1-n)/(1+n),M))-o,Math.abs(h)<=1e-10)return o;return-9999}},\n",
       "      function _(n,i,t){function e(n){return n}t.init=function(){},t.forward=e,t.inverse=e,t.names=[\"longlat\",\"identity\"]},\n",
       "      function _(r,e,t){var n=r(152);t.eccentricity=function(r,e,t,n){var a=r*r,c=e*e,f=(a-c)/a,i=0;return n?(a=(r*=1-f*(.16666666666666666+f*(.04722222222222222+.022156084656084655*f)))*r,f=0):i=Math.sqrt(f),{es:f,e:i,ep2:(a-c)/c}},t.sphere=function(r,e,t,a,c){if(!r){var f=n[a];f||(f=n.WGS84),r=f.a,e=f.b,t=f.rf}return t&&!e&&(e=(1-1/t)*r),(0===t||Math.abs(r-e)<1e-10)&&(c=!0,e=r),{a:r,b:e,rf:t,sphere:c}}},\n",
       "      function _(e,a,l){l.MERIT={a:6378137,rf:298.257,ellipseName:\"MERIT 1983\"},l.SGS85={a:6378136,rf:298.257,ellipseName:\"Soviet Geodetic System 85\"},l.GRS80={a:6378137,rf:298.257222101,ellipseName:\"GRS 1980(IUGG, 1980)\"},l.IAU76={a:6378140,rf:298.257,ellipseName:\"IAU 1976\"},l.airy={a:6377563.396,b:6356256.91,ellipseName:\"Airy 1830\"},l.APL4={a:6378137,rf:298.25,ellipseName:\"Appl. Physics. 1965\"},l.NWL9D={a:6378145,rf:298.25,ellipseName:\"Naval Weapons Lab., 1965\"},l.mod_airy={a:6377340.189,b:6356034.446,ellipseName:\"Modified Airy\"},l.andrae={a:6377104.43,rf:300,ellipseName:\"Andrae 1876 (Den., Iclnd.)\"},l.aust_SA={a:6378160,rf:298.25,ellipseName:\"Australian Natl & S. Amer. 1969\"},l.GRS67={a:6378160,rf:298.247167427,ellipseName:\"GRS 67(IUGG 1967)\"},l.bessel={a:6377397.155,rf:299.1528128,ellipseName:\"Bessel 1841\"},l.bess_nam={a:6377483.865,rf:299.1528128,ellipseName:\"Bessel 1841 (Namibia)\"},l.clrk66={a:6378206.4,b:6356583.8,ellipseName:\"Clarke 1866\"},l.clrk80={a:6378249.145,rf:293.4663,ellipseName:\"Clarke 1880 mod.\"},l.clrk58={a:6378293.645208759,rf:294.2606763692654,ellipseName:\"Clarke 1858\"},l.CPM={a:6375738.7,rf:334.29,ellipseName:\"Comm. des Poids et Mesures 1799\"},l.delmbr={a:6376428,rf:311.5,ellipseName:\"Delambre 1810 (Belgium)\"},l.engelis={a:6378136.05,rf:298.2566,ellipseName:\"Engelis 1985\"},l.evrst30={a:6377276.345,rf:300.8017,ellipseName:\"Everest 1830\"},l.evrst48={a:6377304.063,rf:300.8017,ellipseName:\"Everest 1948\"},l.evrst56={a:6377301.243,rf:300.8017,ellipseName:\"Everest 1956\"},l.evrst69={a:6377295.664,rf:300.8017,ellipseName:\"Everest 1969\"},l.evrstSS={a:6377298.556,rf:300.8017,ellipseName:\"Everest (Sabah & Sarawak)\"},l.fschr60={a:6378166,rf:298.3,ellipseName:\"Fischer (Mercury Datum) 1960\"},l.fschr60m={a:6378155,rf:298.3,ellipseName:\"Fischer 1960\"},l.fschr68={a:6378150,rf:298.3,ellipseName:\"Fischer 1968\"},l.helmert={a:6378200,rf:298.3,ellipseName:\"Helmert 1906\"},l.hough={a:6378270,rf:297,ellipseName:\"Hough\"},l.intl={a:6378388,rf:297,ellipseName:\"International 1909 (Hayford)\"},l.kaula={a:6378163,rf:298.24,ellipseName:\"Kaula 1961\"},l.lerch={a:6378139,rf:298.257,ellipseName:\"Lerch 1979\"},l.mprts={a:6397300,rf:191,ellipseName:\"Maupertius 1738\"},l.new_intl={a:6378157.5,b:6356772.2,ellipseName:\"New International 1967\"},l.plessis={a:6376523,rf:6355863,ellipseName:\"Plessis 1817 (France)\"},l.krass={a:6378245,rf:298.3,ellipseName:\"Krassovsky, 1942\"},l.SEasia={a:6378155,b:6356773.3205,ellipseName:\"Southeast Asia\"},l.walbeck={a:6376896,b:6355834.8467,ellipseName:\"Walbeck\"},l.WGS60={a:6378165,rf:298.3,ellipseName:\"WGS 60\"},l.WGS66={a:6378145,rf:298.25,ellipseName:\"WGS 66\"},l.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},l.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},l.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},\n",
       "      function _(e,a,s){s.wgs84={towgs84:\"0,0,0\",ellipse:\"WGS84\",datumName:\"WGS84\"},s.ch1903={towgs84:\"674.374,15.056,405.346\",ellipse:\"bessel\",datumName:\"swiss\"},s.ggrs87={towgs84:\"-199.87,74.79,246.62\",ellipse:\"GRS80\",datumName:\"Greek_Geodetic_Reference_System_1987\"},s.nad83={towgs84:\"0,0,0\",ellipse:\"GRS80\",datumName:\"North_American_Datum_1983\"},s.nad27={nadgrids:\"@conus,@alaska,@ntv2_0.gsb,@ntv1_can.dat\",ellipse:\"clrk66\",datumName:\"North_American_Datum_1927\"},s.potsdam={towgs84:\"606.0,23.0,413.0\",ellipse:\"bessel\",datumName:\"Potsdam Rauenberg 1950 DHDN\"},s.carthage={towgs84:\"-263.0,6.0,431.0\",ellipse:\"clark80\",datumName:\"Carthage 1934 Tunisia\"},s.hermannskogel={towgs84:\"653.0,-212.0,449.0\",ellipse:\"bessel\",datumName:\"Hermannskogel\"},s.ire65={towgs84:\"482.530,-130.596,564.557,-1.042,-0.214,-0.631,8.15\",ellipse:\"mod_airy\",datumName:\"Ireland 1965\"},s.rassadiran={towgs84:\"-133.63,-157.5,-158.62\",ellipse:\"intl\",datumName:\"Rassadiran\"},s.nzgd49={towgs84:\"59.47,-5.04,187.44,0.47,-0.1,1.024,-4.5993\",ellipse:\"intl\",datumName:\"New Zealand Geodetic Datum 1949\"},s.osgb36={towgs84:\"446.448,-125.157,542.060,0.1502,0.2470,0.8421,-20.4894\",ellipse:\"airy\",datumName:\"Airy 1830\"},s.s_jtsk={towgs84:\"589,76,480\",ellipse:\"bessel\",datumName:\"S-JTSK (Ferro)\"},s.beduaram={towgs84:\"-106,-87,188\",ellipse:\"clrk80\",datumName:\"Beduaram\"},s.gunung_segara={towgs84:\"-403,684,41\",ellipse:\"bessel\",datumName:\"Gunung Segara Jakarta\"},s.rnb72={towgs84:\"106.869,-52.2978,103.724,-0.33657,0.456955,-1.84218,1\",ellipse:\"intl\",datumName:\"Reseau National Belge 1972\"}},\n",
       "      function _(a,m,t){var p=1,u=2,r=4,_=5,d=484813681109536e-20;m.exports=function(a,m,t,s,e,n){var o={};return o.datum_type=r,a&&\"none\"===a&&(o.datum_type=_),m&&(o.datum_params=m.map(parseFloat),0===o.datum_params[0]&&0===o.datum_params[1]&&0===o.datum_params[2]||(o.datum_type=p),o.datum_params.length>3&&(0===o.datum_params[3]&&0===o.datum_params[4]&&0===o.datum_params[5]&&0===o.datum_params[6]||(o.datum_type=u,o.datum_params[3]*=d,o.datum_params[4]*=d,o.datum_params[5]*=d,o.datum_params[6]=o.datum_params[6]/1e6+1))),o.a=t,o.b=s,o.es=e,o.ep2=n,o}},\n",
       "      function _(t,e,r){var m=.017453292519943295,a=57.29577951308232,o=1,u=2,n=t(156),d=t(158),y=t(134),_=t(159);e.exports=function t(e,r,x){var i;return Array.isArray(x)&&(x=_(x)),e.datum&&r.datum&&function(t,e){return(t.datum.datum_type===o||t.datum.datum_type===u)&&\"WGS84\"!==e.datumCode||(e.datum.datum_type===o||e.datum.datum_type===u)&&\"WGS84\"!==t.datumCode}(e,r)&&(x=t(e,i=new y(\"WGS84\"),x),e=i),\"enu\"!==e.axis&&(x=d(e,!1,x)),\"longlat\"===e.projName?x={x:x.x*m,y:x.y*m}:(e.to_meter&&(x={x:x.x*e.to_meter,y:x.y*e.to_meter}),x=e.inverse(x)),e.from_greenwich&&(x.x+=e.from_greenwich),x=n(e.datum,r.datum,x),r.from_greenwich&&(x={x:x.x-r.grom_greenwich,y:x.y}),\"longlat\"===r.projName?x={x:x.x*a,y:x.y*a}:(x=r.forward(x),r.to_meter&&(x={x:x.x/r.to_meter,y:x.y/r.to_meter})),\"enu\"!==r.axis?d(r,!0,x):x}},\n",
       "      function _(t,e,a){var u=1,m=2,o=t(157);function c(t){return t===u||t===m}e.exports=function(t,e,a){return o.compareDatums(t,e)?a:5===t.datum_type||5===e.datum_type?a:t.es!==e.es||t.a!==e.a||c(t.datum_type)||c(e.datum_type)?(a=o.geodeticToGeocentric(a,t.es,t.a),c(t.datum_type)&&(a=o.geocentricToWgs84(a,t.datum_type,t.datum_params)),c(e.datum_type)&&(a=o.geocentricFromWgs84(a,e.datum_type,e.datum_params)),o.geocentricToGeodetic(a,e.es,e.a,e.b)):a}},\n",
       "      function _(a,t,r){var m=Math.PI/2;r.compareDatums=function(a,t){return a.datum_type===t.datum_type&&(!(a.a!==t.a||Math.abs(this.es-t.es)>5e-11)&&(1===a.datum_type?this.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]:2!==a.datum_type||a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]&&a.datum_params[3]===t.datum_params[3]&&a.datum_params[4]===t.datum_params[4]&&a.datum_params[5]===t.datum_params[5]&&a.datum_params[6]===t.datum_params[6]))},r.geodeticToGeocentric=function(a,t,r){var s,u,e,n,d=a.x,i=a.y,p=a.z?a.z:0;if(i<-m&&i>-1.001*m)i=-m;else if(i>m&&i<1.001*m)i=m;else if(i<-m||i>m)return null;return d>Math.PI&&(d-=2*Math.PI),u=Math.sin(i),n=Math.cos(i),e=u*u,{x:((s=r/Math.sqrt(1-t*e))+p)*n*Math.cos(d),y:(s+p)*n*Math.sin(d),z:(s*(1-t)+p)*u}},r.geocentricToGeodetic=function(a,t,r,s){var u,e,n,d,i,p,_,h,o,y,c,z,M,x,f,g=a.x,l=a.y,q=a.z?a.z:0;if(u=Math.sqrt(g*g+l*l),e=Math.sqrt(g*g+l*l+q*q),u/r<1e-12){if(x=0,e/r<1e-12)return m,f=-s,{x:a.x,y:a.y,z:a.z}}else x=Math.atan2(l,g);n=q/e,h=(d=u/e)*(1-t)*(i=1/Math.sqrt(1-t*(2-t)*d*d)),o=n*i,M=0;do{M++,p=t*(_=r/Math.sqrt(1-t*o*o))/(_+(f=u*h+q*o-_*(1-t*o*o))),z=(c=n*(i=1/Math.sqrt(1-p*(2-p)*d*d)))*h-(y=d*(1-p)*i)*o,h=y,o=c}while(z*z>1e-24&&M<30);return{x:x,y:Math.atan(c/Math.abs(y)),z:f}},r.geocentricToWgs84=function(a,t,r){if(1===t)return{x:a.x+r[0],y:a.y+r[1],z:a.z+r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6];return{x:i*(a.x-d*a.y+n*a.z)+m,y:i*(d*a.x+a.y-e*a.z)+s,z:i*(-n*a.x+e*a.y+a.z)+u}}},r.geocentricFromWgs84=function(a,t,r){if(1===t)return{x:a.x-r[0],y:a.y-r[1],z:a.z-r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6],p=(a.x-m)/i,_=(a.y-s)/i,h=(a.z-u)/i;return{x:p+d*_-n*h,y:-d*p+_+e*h,z:n*p-e*_+h}}}},\n",
       "      function _(e,a,r){a.exports=function(e,a,r){var s,c,i,n=r.x,o=r.y,t=r.z||0,u={};for(i=0;i<3;i++)if(!a||2!==i||void 0!==r.z)switch(0===i?(s=n,c=\"x\"):1===i?(s=o,c=\"y\"):(s=t,c=\"z\"),e.axis[i]){case\"e\":u[c]=s;break;case\"w\":u[c]=-s;break;case\"n\":u[c]=s;break;case\"s\":u[c]=-s;break;case\"u\":void 0!==r[c]&&(u.z=s);break;case\"d\":void 0!==r[c]&&(u.z=-s);break;default:return null}return u}},\n",
       "      function _(n,t,e){t.exports=function(n){var t={x:n[0],y:n[1]};return n.length>2&&(t.z=n[2]),n.length>3&&(t.m=n[3]),t}},\n",
       "      function _(e,t,n){var i=e(113),r=e(161),o=e(165),l=e(121),u=e(166),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals=new o.Visuals(this.model),this._has_finished=!0},Object.defineProperty(t.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),t.prototype.request_render=function(){this.plot_view.request_render()},t.prototype.map_to_screen=function(e,t){return this.plot_view.map_to_screen(e,t,this.model.x_range_name,this.model.y_range_name)},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return!1},enumerable:!0,configurable:!0}),t.prototype.notify_finished=function(){this.plot_view.notify_finished()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return!1},enumerable:!0,configurable:!0}),t}(r.DOMView);n.RendererView=_,_.__name__=\"RendererView\";var p=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Renderer=function(){this.define({level:[l.RenderLevel],visible:[l.Boolean,!0]})},t}(u.Model);n.Renderer=p,p.__name__=\"Renderer\",p.init_Renderer()},\n",
       "      function _(e,t,n){var i=e(113),r=e(162),o=e(163),s=e(164),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this._has_finished=!1,this.el=this._createElement()},t.prototype.remove=function(){o.removeElement(this.el),e.prototype.remove.call(this)},t.prototype.css_classes=function(){return[]},t.prototype.cursor=function(e,t){return null},t.prototype.render=function(){},t.prototype.renderTo=function(e){e.appendChild(this.el),this.render()},t.prototype.has_finished=function(){return this._has_finished},Object.defineProperty(t.prototype,\"_root_element\",{get:function(){return o.parent(this.el,\".\"+s.bk_root)||document.body},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_idle\",{get:function(){return this.has_finished()},enumerable:!0,configurable:!0}),t.prototype._createElement=function(){return o.createElement(this.tagName,{class:this.css_classes()})},t}(r.View);n.DOMView=p,p.__name__=\"DOMView\",p.prototype.tagName=\"div\"},\n",
       "      function _(t,e,n){var o=t(113),i=t(116),r=t(109),a=t(127),s=function(t){function e(e){var n=t.call(this)||this;if(n.removed=new i.Signal0(n,\"removed\"),null==e.model)throw new Error(\"model of a view wasn't configured\");return n.model=e.model,n._parent=e.parent,n.id=e.id||a.uniqueId(),n.initialize(),!1!==e.connect_signals&&n.connect_signals(),n}return o.__extends(e,t),e.prototype.initialize=function(){},e.prototype.remove=function(){this._parent=void 0,this.disconnect_signals(),this.removed.emit()},e.prototype.toString=function(){return this.model.type+\"View(\"+this.id+\")\"},e.prototype.serializable_state=function(){return{type:this.model.type}},Object.defineProperty(e.prototype,\"parent\",{get:function(){if(void 0!==this._parent)return this._parent;throw new Error(\"parent of a view wasn't configured\")},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"is_root\",{get:function(){return null===this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"root\",{get:function(){return this.is_root?this:this.parent.root},enumerable:!0,configurable:!0}),e.prototype.assert_root=function(){if(!this.is_root)throw new Error(this.toString()+\" is not a root layout\")},e.prototype.connect_signals=function(){},e.prototype.disconnect_signals=function(){i.Signal.disconnectReceiver(this)},e.prototype.on_change=function(t,e){for(var n=0,o=r.isArray(t)?t:[t];n<o.length;n++){var i=o[n];this.connect(i.change,e)}},e}(i.Signalable());n.View=s,s.__name__=\"View\"},\n",
       "      function _(t,e,n){var i=t(113),r=t(109),o=function(t){return function(e){void 0===e&&(e={});for(var n=[],i=1;i<arguments.length;i++)n[i-1]=arguments[i];var o=document.createElement(t);for(var l in o.classList.add(\"bk\"),e){var a=e[l];if(null!=a&&(!r.isBoolean(a)||a))if(\"class\"===l&&(r.isString(a)&&(a=a.split(/\\s+/)),r.isArray(a)))for(var s=0,h=a;s<h.length;s++){var c=h[s];null!=c&&o.classList.add(c)}else if(\"style\"===l&&r.isPlainObject(a))for(var u in a)o.style[u]=a[u];else if(\"data\"===l&&r.isPlainObject(a))for(var p in a)o.dataset[p]=a[p];else o.setAttribute(l,a)}function d(t){if(t instanceof HTMLElement)o.appendChild(t);else if(r.isString(t))o.appendChild(document.createTextNode(t));else if(null!=t&&!1!==t)throw new Error(\"expected an HTMLElement, string, false or null, got \"+JSON.stringify(t))}for(var f=0,g=n;f<g.length;f++){var y=g[f];if(r.isArray(y))for(var v=0,m=y;v<m.length;v++){d(m[v])}else d(y)}return o}};function l(t){for(var e=[],n=1;n<arguments.length;n++)e[n-1]=arguments[n];for(var i=t.firstChild,r=0,o=e;r<o.length;r++){var l=o[r];t.insertBefore(l,i)}}function a(t,e){var n=Element.prototype;return(n.matches||n.webkitMatchesSelector||n.mozMatchesSelector||n.msMatchesSelector).call(t,e)}function s(t){return parseFloat(t)||0}function h(t){var e=getComputedStyle(t);return{border:{top:s(e.borderTopWidth),bottom:s(e.borderBottomWidth),left:s(e.borderLeftWidth),right:s(e.borderRightWidth)},margin:{top:s(e.marginTop),bottom:s(e.marginBottom),left:s(e.marginLeft),right:s(e.marginRight)},padding:{top:s(e.paddingTop),bottom:s(e.paddingBottom),left:s(e.paddingLeft),right:s(e.paddingRight)}}}function c(t){var e=t.getBoundingClientRect();return{width:Math.ceil(e.width),height:Math.ceil(e.height)}}function u(t){return Array.from(t.children)}n.createElement=function(t,e){for(var n=[],r=2;r<arguments.length;r++)n[r-2]=arguments[r];return o(t).apply(void 0,i.__spreadArrays([e],n))},n.div=o(\"div\"),n.span=o(\"span\"),n.canvas=o(\"canvas\"),n.link=o(\"link\"),n.style=o(\"style\"),n.a=o(\"a\"),n.p=o(\"p\"),n.i=o(\"i\"),n.pre=o(\"pre\"),n.button=o(\"button\"),n.label=o(\"label\"),n.input=o(\"input\"),n.select=o(\"select\"),n.option=o(\"option\"),n.optgroup=o(\"optgroup\"),n.textarea=o(\"textarea\"),n.nbsp=function(){return document.createTextNode(\" \")},n.removeElement=function(t){var e=t.parentNode;null!=e&&e.removeChild(t)},n.replaceWith=function(t,e){var n=t.parentNode;null!=n&&n.replaceChild(e,t)},n.prepend=l,n.empty=function(t){for(var e;e=t.firstChild;)t.removeChild(e)},n.display=function(t){t.style.display=\"\"},n.undisplay=function(t){t.style.display=\"none\"},n.show=function(t){t.style.visibility=\"\"},n.hide=function(t){t.style.visibility=\"hidden\"},n.offset=function(t){var e=t.getBoundingClientRect();return{top:e.top+window.pageYOffset-document.documentElement.clientTop,left:e.left+window.pageXOffset-document.documentElement.clientLeft}},n.matches=a,n.parent=function(t,e){for(var n=t;n=n.parentElement;)if(a(n,e))return n;return null},n.extents=h,n.size=c,n.scroll_size=function(t){return{width:Math.ceil(t.scrollWidth),height:Math.ceil(t.scrollHeight)}},n.outer_size=function(t){var e=h(t).margin,n=e.left,i=e.right,r=e.top,o=e.bottom,l=c(t),a=l.width,s=l.height;return{width:Math.ceil(a+n+i),height:Math.ceil(s+r+o)}},n.content_size=function(t){for(var e=t.getBoundingClientRect(),n=e.left,i=e.top,r=h(t).padding,o=0,l=0,a=0,s=u(t);a<s.length;a++){var c=s[a].getBoundingClientRect();o=Math.max(o,Math.ceil(c.left-n-r.left+c.width)),l=Math.max(l,Math.ceil(c.top-i-r.top+c.height))}return{width:o,height:l}},n.position=function(t,e,n){var i=t.style;if(i.left=e.x+\"px\",i.top=e.y+\"px\",i.width=e.width+\"px\",i.height=e.height+\"px\",null==n)i.margin=\"\";else{var r=n.top,o=n.right,l=n.bottom,a=n.left;i.margin=r+\"px \"+o+\"px \"+l+\"px \"+a+\"px\"}},n.children=u;var p=function(){function t(t){this.el=t,this.classList=t.classList}return Object.defineProperty(t.prototype,\"values\",{get:function(){for(var t=[],e=0;e<this.classList.length;e++){var n=this.classList.item(e);null!=n&&t.push(n)}return t},enumerable:!0,configurable:!0}),t.prototype.has=function(t){return this.classList.contains(t)},t.prototype.add=function(){for(var t=[],e=0;e<arguments.length;e++)t[e]=arguments[e];for(var n=0,i=t;n<i.length;n++){var r=i[n];this.classList.add(r)}return this},t.prototype.remove=function(){for(var t=[],e=0;e<arguments.length;e++)t[e]=arguments[e];for(var n=0,i=t;n<i.length;n++){var r=i[n];this.classList.remove(r)}return this},t.prototype.clear=function(){for(var t=0,e=this.values;t<e.length;t++){var n=e[t];\"bk\"!=n&&this.classList.remove(n)}return this},t.prototype.toggle=function(t,e){return(null!=e?e:!this.has(t))?this.add(t):this.remove(t),this},t}();function d(t,e,n){var i=t.style,r=i.width,o=i.height,l=i.position,a=i.display;t.style.position=\"absolute\",t.style.display=\"\",t.style.width=null!=e.width&&e.width!=1/0?e.width+\"px\":\"auto\",t.style.height=null!=e.height&&e.height!=1/0?e.height+\"px\":\"auto\";try{return n()}finally{t.style.position=l,t.style.display=a,t.style.width=r,t.style.height=o}}n.ClassList=p,p.__name__=\"ClassList\",n.classes=function(t){return new p(t)},function(t){t[t.Backspace=8]=\"Backspace\",t[t.Tab=9]=\"Tab\",t[t.Enter=13]=\"Enter\",t[t.Esc=27]=\"Esc\",t[t.PageUp=33]=\"PageUp\",t[t.PageDown=34]=\"PageDown\",t[t.Left=37]=\"Left\",t[t.Up=38]=\"Up\",t[t.Right=39]=\"Right\",t[t.Down=40]=\"Down\",t[t.Delete=46]=\"Delete\"}(n.Keys||(n.Keys={})),n.undisplayed=function(t,e){var n=t.style.display;t.style.display=\"none\";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return d(t,{},e)},n.sized=d;var f=function(){function t(){this.style=n.style({type:\"text/css\"}),l(document.head,this.style)}return t.prototype.append=function(t){this.style.appendChild(document.createTextNode(t))},t}();n.StyleSheet=f,f.__name__=\"StyleSheet\",n.styles=new f},\n",
       "      function _(n,o,i){n(163).styles.append(\".bk-root {\\n  position: relative;\\n  width: auto;\\n  height: auto;\\n  z-index: 0;\\n  box-sizing: border-box;\\n  font-family: Helvetica, Arial, sans-serif;\\n  font-size: 10pt;\\n}\\n.bk-root .bk,\\n.bk-root .bk:before,\\n.bk-root .bk:after {\\n  box-sizing: inherit;\\n  margin: 0;\\n  border: 0;\\n  padding: 0;\\n  background-image: none;\\n  font-family: inherit;\\n  font-size: 100%;\\n  line-height: 1.42857143;\\n}\\n.bk-root pre.bk {\\n  font-family: Courier, monospace;\\n}\\n\"),i.bk_root=\"bk-root\"},\n",
       "      function _(e,t,a){var i=e(113),l=e(120),c=e(123);function o(e,t,a){e.moveTo(0,a+.5),e.lineTo(t,a+.5),e.stroke()}function s(e,t,a){e.moveTo(a+.5,0),e.lineTo(a+.5,t),e.stroke()}function h(e,t){e.moveTo(0,t),e.lineTo(t,0),e.stroke(),e.moveTo(0,0),e.lineTo(t,t),e.stroke()}function n(e,t,a,i){var l=a,c=l/2,n=c/2,r=function(e){var t=document.createElement(\"canvas\");return t.width=e,t.height=e,t}(a),_=r.getContext(\"2d\");switch(_.strokeStyle=t,_.lineCap=\"square\",_.fillStyle=t,_.lineWidth=i,e){case\" \":case\"blank\":break;case\".\":case\"dot\":_.arc(c,c,c/2,0,2*Math.PI,!0),_.fill();break;case\"o\":case\"ring\":_.arc(c,c,c/2,0,2*Math.PI,!0),_.stroke();break;case\"-\":case\"horizontal_line\":o(_,l,c);break;case\"|\":case\"vertical_line\":s(_,l,c);break;case\"+\":case\"cross\":o(_,l,c),s(_,l,c);break;case'\"':case\"horizontal_dash\":o(_,c,c);break;case\":\":case\"vertical_dash\":s(_,c,c);break;case\"@\":case\"spiral\":var p=l/30;_.moveTo(c,c);for(var u=0;u<360;u++){var f=.1*u,v=c+p*f*Math.cos(f),y=c+p*f*Math.sin(f);_.lineTo(v,y)}_.stroke();break;case\"/\":case\"right_diagonal_line\":_.moveTo(.5-n,l),_.lineTo(n+.5,0),_.stroke(),_.moveTo(n+.5,l),_.lineTo(3*n+.5,0),_.stroke(),_.moveTo(3*n+.5,l),_.lineTo(5*n+.5,0),_.stroke(),_.stroke();break;case\"\\\\\":case\"left_diagonal_line\":_.moveTo(n+.5,l),_.lineTo(.5-n,0),_.stroke(),_.moveTo(3*n+.5,l),_.lineTo(n+.5,0),_.stroke(),_.moveTo(5*n+.5,l),_.lineTo(3*n+.5,0),_.stroke(),_.stroke();break;case\"x\":case\"diagonal_cross\":h(_,l);break;case\",\":case\"right_diagonal_dash\":_.moveTo(n+.5,3*n+.5),_.lineTo(3*n+.5,n+.5),_.stroke();break;case\"`\":case\"left_diagonal_dash\":_.moveTo(n+.5,n+.5),_.lineTo(3*n+.5,3*n+.5),_.stroke();break;case\"v\":case\"horizontal_wave\":_.moveTo(0,n),_.lineTo(c,3*n),_.lineTo(l,n),_.stroke();break;case\">\":case\"vertical_wave\":_.moveTo(n,0),_.lineTo(3*n,c),_.lineTo(n,l),_.stroke();break;case\"*\":case\"criss_cross\":h(_,l),o(_,l,c),s(_,l,c)}return r}var r=function(){function e(e,t){void 0===t&&(t=\"\"),this.obj=e,this.prefix=t,this.cache={};for(var a=0,i=this.attrs;a<i.length;a++){var l=i[a];this[l]=e.properties[t+l]}}return e.prototype.warm_cache=function(e){for(var t=0,a=this.attrs;t<a.length;t++){var i=a[t],l=this.obj.properties[this.prefix+i];if(void 0!==l.spec.value)this.cache[i]=l.spec.value;else{if(null==e)throw new Error(\"source is required with a vectorized visual property\");this.cache[i+\"_array\"]=l.array(e)}}},e.prototype.cache_select=function(e,t){var a,i=this.obj.properties[this.prefix+e];return void 0!==i.spec.value?this.cache[e]=a=i.spec.value:this.cache[e]=a=this.cache[e+\"_array\"][t],a},e.prototype.set_vectorize=function(e,t){null!=this.all_indices?this._set_vectorize(e,this.all_indices[t]):this._set_vectorize(e,t)},e}();a.ContextProperties=r,r.__name__=\"ContextProperties\";var _=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.set_value=function(e){e.strokeStyle=this.line_color.value(),e.globalAlpha=this.line_alpha.value(),e.lineWidth=this.line_width.value(),e.lineJoin=this.line_join.value(),e.lineCap=this.line_cap.value(),e.setLineDash(this.line_dash.value()),e.setLineDashOffset(this.line_dash_offset.value())},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.line_color.spec.value||0==this.line_alpha.spec.value||0==this.line_width.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"line_color\",t),e.strokeStyle!==this.cache.line_color&&(e.strokeStyle=this.cache.line_color),this.cache_select(\"line_alpha\",t),e.globalAlpha!==this.cache.line_alpha&&(e.globalAlpha=this.cache.line_alpha),this.cache_select(\"line_width\",t),e.lineWidth!==this.cache.line_width&&(e.lineWidth=this.cache.line_width),this.cache_select(\"line_join\",t),e.lineJoin!==this.cache.line_join&&(e.lineJoin=this.cache.line_join),this.cache_select(\"line_cap\",t),e.lineCap!==this.cache.line_cap&&(e.lineCap=this.cache.line_cap),this.cache_select(\"line_dash\",t),e.getLineDash()!==this.cache.line_dash&&e.setLineDash(this.cache.line_dash),this.cache_select(\"line_dash_offset\",t),e.getLineDashOffset()!==this.cache.line_dash_offset&&e.setLineDashOffset(this.cache.line_dash_offset)},t.prototype.color_value=function(){var e=c.color2rgba(this.line_color.value(),this.line_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Line=_,_.__name__=\"Line\",_.prototype.attrs=Object.keys(l.line());var p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.set_value=function(e){e.fillStyle=this.fill_color.value(),e.globalAlpha=this.fill_alpha.value()},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.fill_color.spec.value||0==this.fill_alpha.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"fill_color\",t),e.fillStyle!==this.cache.fill_color&&(e.fillStyle=this.cache.fill_color),this.cache_select(\"fill_alpha\",t),e.globalAlpha!==this.cache.fill_alpha&&(e.globalAlpha=this.cache.fill_alpha)},t.prototype.color_value=function(){var e=c.color2rgba(this.fill_color.value(),this.fill_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Fill=p,p.__name__=\"Fill\",p.prototype.attrs=Object.keys(l.fill());var u=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.cache_select=function(t,a){var i;if(\"pattern\"==t){this.cache_select(\"hatch_color\",a),this.cache_select(\"hatch_scale\",a),this.cache_select(\"hatch_pattern\",a),this.cache_select(\"hatch_weight\",a);var l=this.cache,c=l.hatch_color,o=l.hatch_scale,s=l.hatch_pattern,h=l.hatch_weight,r=l.hatch_extra;if(null!=r&&r.hasOwnProperty(s)){var _=r[s];this.cache.pattern=_.get_pattern(c,o,h)}else this.cache.pattern=function(e){var t=n(s,c,o,h);return e.createPattern(t,\"repeat\")}}else i=e.prototype.cache_select.call(this,t,a);return i},t.prototype._try_defer=function(e){var t=this.cache,a=t.hatch_pattern,i=t.hatch_extra;null!=i&&i.hasOwnProperty(a)&&i[a].onload(e)},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.hatch_color.spec.value||0==this.hatch_alpha.spec.value||\" \"==this.hatch_pattern.spec.value||\"blank\"==this.hatch_pattern.spec.value||null===this.hatch_pattern.spec.value)},enumerable:!0,configurable:!0}),t.prototype.doit2=function(e,t,a,i){this.doit&&(this.cache_select(\"pattern\",t),null==this.cache.pattern(e)?this._try_defer(i):(this.set_vectorize(e,t),a()))},t.prototype._set_vectorize=function(e,t){this.cache_select(\"pattern\",t),e.fillStyle=this.cache.pattern(e),this.cache_select(\"hatch_alpha\",t),e.globalAlpha!==this.cache.hatch_alpha&&(e.globalAlpha=this.cache.hatch_alpha)},t.prototype.color_value=function(){var e=c.color2rgba(this.hatch_color.value(),this.hatch_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Hatch=u,u.__name__=\"Hatch\",u.prototype.attrs=Object.keys(l.hatch());var f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.cache_select=function(t,a){var i;if(\"font\"==t){e.prototype.cache_select.call(this,\"text_font_style\",a),e.prototype.cache_select.call(this,\"text_font_size\",a),e.prototype.cache_select.call(this,\"text_font\",a);var l=this.cache,c=l.text_font_style,o=l.text_font_size,s=l.text_font;this.cache.font=i=c+\" \"+o+\" \"+s}else i=e.prototype.cache_select.call(this,t,a);return i},t.prototype.font_value=function(){var e=this.text_font.value(),t=this.text_font_size.value();return this.text_font_style.value()+\" \"+t+\" \"+e},t.prototype.color_value=function(){var e=c.color2rgba(this.text_color.value(),this.text_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t.prototype.set_value=function(e){e.font=this.font_value(),e.fillStyle=this.text_color.value(),e.globalAlpha=this.text_alpha.value(),e.textAlign=this.text_align.value(),e.textBaseline=this.text_baseline.value()},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.text_color.spec.value||0==this.text_alpha.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"font\",t),e.font!==this.cache.font&&(e.font=this.cache.font),this.cache_select(\"text_color\",t),e.fillStyle!==this.cache.text_color&&(e.fillStyle=this.cache.text_color),this.cache_select(\"text_alpha\",t),e.globalAlpha!==this.cache.text_alpha&&(e.globalAlpha=this.cache.text_alpha),this.cache_select(\"text_align\",t),e.textAlign!==this.cache.text_align&&(e.textAlign=this.cache.text_align),this.cache_select(\"text_baseline\",t),e.textBaseline!==this.cache.text_baseline&&(e.textBaseline=this.cache.text_baseline)},t}(r);a.Text=f,f.__name__=\"Text\",f.prototype.attrs=Object.keys(l.text());var v=function(){function e(e){for(var t=0,a=e.mixins;t<a.length;t++){var i=a[t].split(\":\"),l=i[0],c=i[1],o=void 0===c?\"\":c,s=void 0;switch(l){case\"line\":s=_;break;case\"fill\":s=p;break;case\"hatch\":s=u;break;case\"text\":s=f;break;default:throw new Error(\"unknown visual: \"+l)}this[o+l]=new s(e,o)}}return e.prototype.warm_cache=function(e){for(var t in this)if(this.hasOwnProperty(t)){var a=this[t];a instanceof r&&a.warm_cache(e)}},e.prototype.set_all_indices=function(e){for(var t in this)if(this.hasOwnProperty(t)){var a=this[t];a instanceof r&&(a.all_indices=e)}},e}();a.Visuals=v,v.__name__=\"Visuals\"},\n",
       "      function _(t,e,n){var r=t(113),s=t(115),c=t(121),i=t(109),o=t(125),a=t(167),l=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_Model=function(){this.define({tags:[c.Array,[]],name:[c.String],js_property_callbacks:[c.Any,{}],js_event_callbacks:[c.Any,{}],subscribed_events:[c.Array,[]]})},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,function(){return e._update_property_callbacks()}),this.connect(this.properties.js_event_callbacks.change,function(){return e._update_event_callbacks()}),this.connect(this.properties.subscribed_events.change,function(){return e._update_event_callbacks()})},e.prototype._process_event=function(t){for(var e=0,n=this.js_event_callbacks[t.event_name]||[];e<n.length;e++){n[e].execute(t)}null!=this.document&&this.subscribed_events.some(function(e){return e==t.event_name})&&this.document.event_manager.send_event(t)},e.prototype.trigger_event=function(t){null!=this.document&&(t.origin=this,this.document.event_manager.trigger(t))},e.prototype._update_event_callbacks=function(){null!=this.document?this.document.event_manager.subscribed_models.add(this.id):a.logger.warn(\"WARNING: Document not defined for updating event callbacks\")},e.prototype._update_property_callbacks=function(){var t=this,e=function(e){var n=e.split(\":\"),r=n[0],s=n[1],c=void 0===s?null:s;return null!=c?t.properties[c][r]:t[r]};for(var n in this._js_callbacks)for(var r=this._js_callbacks[n],s=e(n),c=0,i=r;c<i.length;c++){var o=i[c];this.disconnect(s,o)}for(var n in this._js_callbacks={},this.js_property_callbacks){var a=(r=this.js_property_callbacks[n]).map(function(e){return function(){return e.execute(t)}});this._js_callbacks[n]=a;s=e(n);for(var l=0,_=a;l<_.length;l++){o=_[l];this.connect(s,o)}}},e.prototype._doc_attached=function(){o.isEmpty(this.js_event_callbacks)&&o.isEmpty(this.subscribed_events)||this._update_event_callbacks()},e.prototype.select=function(t){if(i.isString(t))return this.references().filter(function(n){return n instanceof e&&n.name===t});if(t.prototype instanceof s.HasProps)return this.references().filter(function(e){return e instanceof t});throw new Error(\"invalid selector\")},e.prototype.select_one=function(t){var e=this.select(t);switch(e.length){case 0:return null;case 1:return e[0];default:throw new Error(\"found more than one object matching given selector\")}},e}(s.HasProps);n.Model=l,l.__name__=\"Model\",l.init_Model()},\n",
       "      function _(e,l,o){var n=e(109),t={},r=function(){return function(e,l){this.name=e,this.level=l}}();o.LogLevel=r,r.__name__=\"LogLevel\";var g=function(){function e(l,o){void 0===o&&(o=e.INFO),this._name=l,this.set_level(o)}return Object.defineProperty(e,\"levels\",{get:function(){return Object.keys(e.log_levels)},enumerable:!0,configurable:!0}),e.get=function(l,o){if(void 0===o&&(o=e.INFO),l.length>0){var n=t[l];return null==n&&(t[l]=n=new e(l,o)),n}throw new TypeError(\"Logger.get() expects a non-empty string name and an optional log-level\")},Object.defineProperty(e.prototype,\"level\",{get:function(){return this.get_level()},enumerable:!0,configurable:!0}),e.prototype.get_level=function(){return this._log_level},e.prototype.set_level=function(l){if(l instanceof r)this._log_level=l;else{if(!n.isString(l)||null==e.log_levels[l])throw new Error(\"Logger.set_level() expects a log-level object or a string name of a log-level\");this._log_level=e.log_levels[l]}var o=\"[\"+this._name+\"]\";for(var t in e.log_levels){e.log_levels[t].level<this._log_level.level||this._log_level.level===e.OFF.level?this[t]=function(){}:this[t]=i(t,o)}},e.prototype.trace=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.debug=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.info=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.warn=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.error=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e}();function i(e,l){return null!=console[e]?console[e].bind(console,l):null!=console.log?console.log.bind(console,l):function(){}}o.Logger=g,g.__name__=\"Logger\",g.TRACE=new r(\"trace\",0),g.DEBUG=new r(\"debug\",1),g.INFO=new r(\"info\",2),g.WARN=new r(\"warn\",6),g.ERROR=new r(\"error\",7),g.FATAL=new r(\"fatal\",8),g.OFF=new r(\"off\",9),g.log_levels={trace:g.TRACE,debug:g.DEBUG,info:g.INFO,warn:g.WARN,error:g.ERROR,fatal:g.FATAL,off:g.OFF},o.logger=g.get(\"bokeh\"),o.set_log_level=function(e){null==g.log_levels[e]?(console.log(\"[bokeh] unrecognized logging level '\"+e+\"' passed to Bokeh.set_log_level(), ignoring\"),console.log(\"[bokeh] valid log levels are: \"+g.levels.join(\", \"))):(console.log(\"[bokeh] setting log level to: '\"+e+\"'\"),o.logger.set_level(e))}},\n",
       "      function _(t,e,i){var n=t(113),s=t(131),r=t(169),a=t(170),o=t(121),_=t(111),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),null==this.model.source&&(this.model.source=new a.ColumnDataSource),this.set_data(this.model.source)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.streaming,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.patching,function(){return e.set_data(e.model.source)})},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,i,n,s=this.plot_view.frame;return\"data\"==this.model.start_units?(t=s.xscales[this.model.x_range_name].v_compute(this._x_start),e=s.yscales[this.model.y_range_name].v_compute(this._y_start)):(t=s.xview.v_compute(this._x_start),e=s.yview.v_compute(this._y_start)),\"data\"==this.model.end_units?(i=s.xscales[this.model.x_range_name].v_compute(this._x_end),n=s.yscales[this.model.y_range_name].v_compute(this._y_end)):(i=s.xview.v_compute(this._x_end),n=s.yview.v_compute(this._y_end)),[[t,e],[i,n]]},e.prototype.render=function(){if(this.model.visible){var t=this.plot_view.canvas_view.ctx;t.save();var e=this._map_data(),i=e[0],n=e[1];null!=this.model.end&&this._arrow_head(t,\"render\",this.model.end,i,n),null!=this.model.start&&this._arrow_head(t,\"render\",this.model.start,n,i),t.beginPath();var s=this.plot_view.layout.bbox,r=s.x,a=s.y,o=s.width,_=s.height;t.rect(r,a,o,_),null!=this.model.end&&this._arrow_head(t,\"clip\",this.model.end,i,n),null!=this.model.start&&this._arrow_head(t,\"clip\",this.model.start,n,i),t.closePath(),t.clip(),this._arrow_body(t,i,n),t.restore()}},e.prototype._arrow_head=function(t,e,i,n,s){for(var r=0,a=this._x_start.length;r<a;r++){var o=Math.PI/2+_.atan2([n[0][r],n[1][r]],[s[0][r],s[1][r]]);t.save(),t.translate(s[0][r],s[1][r]),t.rotate(o),\"render\"==e?i.render(t,r):\"clip\"==e&&i.clip(t,r),t.restore()}},e.prototype._arrow_body=function(t,e,i){if(this.visuals.line.doit)for(var n=0,s=this._x_start.length;n<s;n++)this.visuals.line.set_vectorize(t,n),t.beginPath(),t.moveTo(e[0][n],e[1][n]),t.lineTo(i[0][n],i[1][n]),t.stroke()},e}(s.AnnotationView);i.ArrowView=l,l.__name__=\"ArrowView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Arrow=function(){this.prototype.default_view=l,this.mixins([\"line\"]),this.define({x_start:[o.NumberSpec],y_start:[o.NumberSpec],start_units:[o.SpatialUnits,\"data\"],start:[o.Instance,null],x_end:[o.NumberSpec],y_end:[o.NumberSpec],end_units:[o.SpatialUnits,\"data\"],end:[o.Instance,function(){return new r.OpenHead({})}],source:[o.Instance],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]})},e}(s.Annotation);i.Arrow=h,h.__name__=\"Arrow\",h.init_Arrow()},\n",
       "      function _(i,e,t){var s=i(113),n=i(131),o=i(165),l=i(121),h=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_ArrowHead=function(){this.define({size:[l.Number,25]})},e.prototype.initialize=function(){i.prototype.initialize.call(this),this.visuals=new o.Visuals(this)},e}(n.Annotation);t.ArrowHead=h,h.__name__=\"ArrowHead\",h.init_ArrowHead();var r=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_OpenHead=function(){this.mixins([\"line\"])},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,0),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.stroke())},e}(h);t.OpenHead=r,r.__name__=\"OpenHead\",r.init_OpenHead();var a=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_NormalHead=function(){this.mixins([\"line\",\"fill\"]),this.override({fill_color:\"black\"})},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._normal(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._normal(i,e),i.stroke())},e.prototype._normal=function(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.closePath()},e}(h);t.NormalHead=a,a.__name__=\"NormalHead\",a.init_NormalHead();var _=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_VeeHead=function(){this.mixins([\"line\",\"fill\"]),this.override({fill_color:\"black\"})},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._vee(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._vee(i,e),i.stroke())},e.prototype._vee=function(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.closePath()},e}(h);t.VeeHead=_,_.__name__=\"VeeHead\",_.init_VeeHead();var u=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_TeeHead=function(){this.mixins([\"line\"])},e.prototype.render=function(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,0),i.lineTo(-.5*this.size,0),i.stroke())},e.prototype.clip=function(i,e){},e}(h);t.TeeHead=u,u.__name__=\"TeeHead\",u.init_TeeHead()},\n",
       "      function _(t,n,e){var a=t(113),i=t(171),r=t(115),o=t(121),s=t(117),u=t(196),l=t(109),h=t(198),c=t(125),d=t(199);function _(t,n,e){if(l.isArray(t)){var a=t.concat(n);return null!=e&&a.length>e?a.slice(-e):a}if(l.isTypedArray(t)){var i=t.length+n.length;if(null!=e&&i>e){var r=i-e,o=t.length;a=void 0;t.length<e?(a=new t.constructor(e)).set(t,0):a=t;for(var s=r,u=o;s<u;s++)a[s-r]=a[s];for(s=0,u=n.length;s<u;s++)a[s+(o-r)]=n[s];return a}var c=new t.constructor(n);return h.concat(t,c)}throw new Error(\"unsupported array types\")}function v(t,n){var e,a,i;return l.isNumber(t)?(e=t,i=t+1,a=1):(e=null!=t.start?t.start:0,i=null!=t.stop?t.stop:n,a=null!=t.step?t.step:1),[e,i,a]}function f(t,n,e){for(var a=new s.Set,i=!1,r=0,o=n;r<o.length;r++){var u=o[r],h=u[0],c=u[1],d=void 0,_=void 0,f=void 0,m=void 0;if(l.isArray(h)){var p=h[0];a.add(p),_=e[p],d=t[p],m=c,2===h.length?(_=[1,_[0]],f=[h[0],0,h[1]]):f=h}else l.isNumber(h)?(m=[c],a.add(h)):(m=c,i=!0),f=[0,0,h],_=[1,t.length],d=t;var y=0,g=v(f[1],_[0]),w=g[0],S=g[1],b=g[2],C=v(f[2],_[1]),j=C[0],D=C[1],A=C[2];for(p=w;p<S;p+=b)for(var z=j;z<D;z+=A)i&&a.add(z),d[p*_[1]+z]=m[y],y++}return a}e.stream_to_column=_,e.slice=v,e.patch_to_column=f;var m=function(t){function n(n){return t.call(this,n)||this}return a.__extends(n,t),n.init_ColumnDataSource=function(){this.define({data:[o.Any,{}]})},n.prototype.initialize=function(){var n;t.prototype.initialize.call(this),n=u.decode_column_data(this.data),this.data=n[0],this._shapes=n[1]},n.prototype.attributes_as_json=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=n._value_to_json);for(var a={},i=this.serializable_attributes(),r=0,o=c.keys(i);r<o.length;r++){var s=o[r],l=i[s];\"data\"===s&&(l=u.encode_column_data(l,this._shapes)),t?a[s]=l:s in this._set_after_defaults&&(a[s]=l)}return e(\"attributes\",a,this)},n._value_to_json=function(t,n,e){return l.isPlainObject(n)&&\"data\"===t?u.encode_column_data(n,e._shapes):r.HasProps._value_to_json(t,n,e)},n.prototype.stream=function(t,n,e){var a=this.data;for(var i in t)a[i]=_(a[i],t[i],n);if(this.setv({data:a},{silent:!0}),this.streaming.emit(),null!=this.document){var r=new d.ColumnsStreamedEvent(this.document,this.ref(),t,n);this.document._notify_change(this,\"data\",null,null,{setter_id:e,hint:r})}},n.prototype.patch=function(t,n){var e=this.data,a=new s.Set;for(var i in t){var r=t[i];a=a.union(f(e[i],r,this._shapes[i]))}if(this.setv({data:e},{silent:!0}),this.patching.emit(a.values),null!=this.document){var o=new d.ColumnsPatchedEvent(this.document,this.ref(),t);this.document._notify_change(this,\"data\",null,null,{setter_id:n,hint:o})}},n}(i.ColumnarDataSource);e.ColumnDataSource=m,m.__name__=\"ColumnDataSource\",m.init_ColumnDataSource()},\n",
       "      function _(t,n,e){var r=t(113),i=t(172),a=t(116),o=t(167),s=t(174),u=t(121),c=t(109),l=t(110),h=t(125),g=t(173),p=t(195),f=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.prototype.get_array=function(t){var n=this.data[t];return null==n?this.data[t]=n=[]:c.isArray(n)||(this.data[t]=n=Array.from(n)),n},n.init_ColumnarDataSource=function(){this.define({selection_policy:[u.Instance,function(){return new p.UnionRenderers}]}),this.internal({selection_manager:[u.Instance,function(t){return new s.SelectionManager({source:t})}],inspected:[u.Instance,function(){return new g.Selection}],_shapes:[u.Any,{}]})},n.prototype.initialize=function(){t.prototype.initialize.call(this),this._select=new a.Signal0(this,\"select\"),this.inspect=new a.Signal(this,\"inspect\"),this.streaming=new a.Signal0(this,\"streaming\"),this.patching=new a.Signal(this,\"patching\")},n.prototype.get_column=function(t){var n=this.data[t];return null!=n?n:null},n.prototype.columns=function(){return h.keys(this.data)},n.prototype.get_length=function(t){void 0===t&&(t=!0);var n=l.uniq(h.values(this.data).map(function(t){return t.length}));switch(n.length){case 0:return null;case 1:return n[0];default:var e=\"data source has columns of inconsistent lengths\";if(t)return o.logger.warn(e),n.sort()[0];throw new Error(e)}},n.prototype.get_indices=function(){var t=this.get_length();return l.range(0,null!=t?t:1)},n.prototype.clear=function(){for(var t={},n=0,e=this.columns();n<e.length;n++){var r=e[n];t[r]=new this.data[r].constructor(0)}this.data=t},n}(i.DataSource);e.ColumnarDataSource=f,f.__name__=\"ColumnarDataSource\",f.init_ColumnarDataSource()},\n",
       "      function _(n,t,e){var c=n(113),a=n(166),i=n(173),o=n(121),l=function(n){function t(t){return n.call(this,t)||this}return c.__extends(t,n),t.init_DataSource=function(){this.define({selected:[o.Instance,function(){return new i.Selection}],callback:[o.Any]})},t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.selected.change,function(){null!=t.callback&&t.callback.execute(t)})},t}(a.Model);e.DataSource=l,l.__name__=\"DataSource\",l.init_DataSource()},\n",
       "      function _(i,e,t){var n=i(113),s=i(166),c=i(121),l=i(110),h=i(125),d=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Selection=function(){this.define({indices:[c.Array,[]],line_indices:[c.Array,[]],multiline_indices:[c.Any,{}]}),this.internal({final:[c.Boolean],selected_glyphs:[c.Array,[]],get_view:[c.Any],image_indices:[c.Array,[]]})},e.prototype.initialize=function(){var e=this;i.prototype.initialize.call(this),this[\"0d\"]={glyph:null,indices:[],flag:!1,get_view:function(){return null}},this[\"1d\"]={indices:this.indices},this[\"2d\"]={indices:{}},this.get_view=function(){return null},this.connect(this.properties.indices.change,function(){return e[\"1d\"].indices=e.indices}),this.connect(this.properties.line_indices.change,function(){e[\"0d\"].indices=e.line_indices,e[\"0d\"].flag=0!=e.line_indices.length}),this.connect(this.properties.selected_glyphs.change,function(){return e[\"0d\"].glyph=e.selected_glyph}),this.connect(this.properties.get_view.change,function(){return e[\"0d\"].get_view=e.get_view}),this.connect(this.properties.multiline_indices.change,function(){return e[\"2d\"].indices=e.multiline_indices})},Object.defineProperty(e.prototype,\"selected_glyph\",{get:function(){return this.selected_glyphs.length>0?this.selected_glyphs[0]:null},enumerable:!0,configurable:!0}),e.prototype.add_to_selected_glyphs=function(i){this.selected_glyphs.push(i)},e.prototype.update=function(i,e,t){this.final=e,t?this.update_through_union(i):(this.indices=i.indices,this.line_indices=i.line_indices,this.selected_glyphs=i.selected_glyphs,this.get_view=i.get_view,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices)},e.prototype.clear=function(){this.final=!0,this.indices=[],this.line_indices=[],this.multiline_indices={},this.get_view=function(){return null},this.selected_glyphs=[]},e.prototype.is_empty=function(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length},e.prototype.update_through_union=function(i){this.indices=l.union(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e.prototype.update_through_intersection=function(i){this.indices=l.intersection(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e}(s.Model);t.Selection=d,d.__name__=\"Selection\",d.init_Selection()},\n",
       "      function _(e,t,i){var n=e(113),o=e(115),r=e(173),s=e(175),c=e(192),l=e(121),p=function(e){function t(t){var i=e.call(this,t)||this;return i.inspectors={},i}return n.__extends(t,e),t.init_SelectionManager=function(){this.internal({source:[l.Any]})},t.prototype.select=function(e,t,i,n){void 0===n&&(n=!1);for(var o=[],r=[],l=0,p=e;l<p.length;l++){(u=p[l])instanceof s.GlyphRendererView?o.push(u):u instanceof c.GraphRendererView&&r.push(u)}for(var a=!1,_=0,h=r;_<h.length;_++){var u,d=(u=h[_]).model.selection_policy.hit_test(t,u);a=a||u.model.selection_policy.do_selection(d,u.model,i,n)}if(o.length>0){d=this.source.selection_policy.hit_test(t,o);a=a||this.source.selection_policy.do_selection(d,this.source,i,n)}return a},t.prototype.inspect=function(e,t){var i=!1;if(e instanceof s.GlyphRendererView){if(null!=(o=e.hit_test(t))){i=!o.is_empty();var n=this.get_or_create_inspector(e.model);n.update(o,!0,!1),this.source.setv({inspected:n},{silent:!0}),this.source.inspect.emit([e,{geometry:t}])}}else if(e instanceof c.GraphRendererView){var o=e.model.inspection_policy.hit_test(t,e);i=i||e.model.inspection_policy.do_inspection(o,t,e,!1,!1)}return i},t.prototype.clear=function(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()},t.prototype.get_or_create_inspector=function(e){return null==this.inspectors[e.id]&&(this.inspectors[e.id]=new r.Selection),this.inspectors[e.id]},t}(o.HasProps);i.SelectionManager=p,p.__name__=\"SelectionManager\",p.init_SelectionManager()},\n",
       "      function _(e,t,i){var n=e(113),l=e(176),s=e(177),h=e(187),r=e(188),o=e(190),a=e(191),d=e(167),c=e(121),_=e(114),p=e(110),u=e(125),g=e(184),y={fill:{},line:{}},m={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},v={fill:{fill_alpha:.2},line:{}},f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this);var t=this.model.glyph,i=p.includes(t.mixins,\"fill\"),n=p.includes(t.mixins,\"line\"),l=u.clone(t.attributes);function s(e){var s=u.clone(l);return i&&u.extend(s,e.fill),n&&u.extend(s,e.line),new t.constructor(s)}delete l.id,this.glyph=this.build_glyph_view(t);var h=this.model.selection_glyph;null==h?h=s({fill:{},line:{}}):\"auto\"===h&&(h=s(y)),this.selection_glyph=this.build_glyph_view(h);var r=this.model.nonselection_glyph;null==r?r=s({fill:{},line:{}}):\"auto\"===r&&(r=s(v)),this.nonselection_glyph=this.build_glyph_view(r);var o=this.model.hover_glyph;null!=o&&(this.hover_glyph=this.build_glyph_view(o));var a=this.model.muted_glyph;null!=a&&(this.muted_glyph=this.build_glyph_view(a));var d=s(m);this.decimated_glyph=this.build_glyph_view(d),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1)},t.prototype.build_glyph_view=function(e){return new e.default_view({model:e,parent:this})},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.glyph.change,function(){return t.set_data()}),this.connect(this.model.data_source.change,function(){return t.set_data()}),this.connect(this.model.data_source.streaming,function(){return t.set_data()}),this.connect(this.model.data_source.patching,function(e){return t.set_data(!0,e)}),this.connect(this.model.data_source.selected.change,function(){return t.request_render()}),this.connect(this.model.data_source._select,function(){return t.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return t.request_render()}),this.connect(this.model.properties.view.change,function(){return t.set_data()}),this.connect(this.model.view.change,function(){return t.set_data()}),this.connect(this.model.properties.visible.change,function(){return t.plot_view.update_dataranges()});var i=this.plot_view.frame,n=i.x_ranges,l=i.y_ranges;for(var s in n){(h=n[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}for(var s in l){var h;(h=l[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}this.connect(this.model.glyph.transformchange,function(){return t.set_data()})},t.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},t.prototype.set_data=function(e,t){void 0===e&&(e=!0),void 0===t&&(t=null);var i=Date.now(),n=this.model.data_source;this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(n,this.all_indices,t),this.glyph.set_visuals(n),this.decimated_glyph.set_visuals(n),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(n),this.nonselection_glyph.set_visuals(n)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(n),null!=this.muted_glyph&&this.muted_glyph.set_visuals(n);var l=this.plot_model.lod_factor;this.decimated=[];for(var s=0,h=Math.floor(this.all_indices.length/l);s<h;s++)this.decimated.push(s*l);var r=Date.now()-i;d.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): set_data finished in \"+r+\"ms\"),this.set_data_timestamp=Date.now(),e&&this.request_render()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return null!=this.glyph.glglyph},enumerable:!0,configurable:!0}),t.prototype.render=function(){var e=this;if(this.model.visible){var t=Date.now(),i=this.has_webgl;this.glyph.map_data();var n=Date.now()-t,l=Date.now(),a=this.glyph.mask_data(this.all_indices);a.length===this.all_indices.length&&(a=p.range(0,this.all_indices.length));var c=Date.now()-l,u=this.plot_view.canvas_view.ctx;u.save();var g,y=this.model.data_source.selected;g=!y||y.is_empty()?[]:this.glyph instanceof s.LineView&&y.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(a):y.indices;var m,v,f,w=this.model.data_source.inspected,b=new Set(!w||w.is_empty()?[]:w[\"0d\"].glyph?e.model.view.convert_indices_from_subset(a):w[\"1d\"].indices.length>0?w[\"1d\"].indices:_.map(Object.keys(w[\"2d\"].indices),function(e){return parseInt(e)})),x=_.filter(a,function(t){return b.has(e.all_indices[t])}),D=this.plot_model.lod_threshold;null!=this.model.document&&this.model.document.interactive_duration()>0&&!i&&null!=D&&this.all_indices.length>D?(a=this.decimated,m=this.decimated_glyph,v=this.decimated_glyph,f=this.selection_glyph):(m=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,v=this.nonselection_glyph,f=this.selection_glyph),null!=this.hover_glyph&&x.length&&(a=p.difference(a,x));var R,V=null;if(g.length&&this.have_selection_glyphs()){for(var G=Date.now(),A={},I=0,q=g;I<q.length;I++){A[P=q[I]]=!0}var k=new Array,z=new Array;if(this.glyph instanceof s.LineView)for(var L=0,O=this.all_indices;L<O.length;L++){null!=A[P=O[L]]?k.push(P):z.push(P)}else for(var j=0,F=a;j<F.length;j++){var P=F[j];null!=A[this.all_indices[P]]?k.push(P):z.push(P)}V=Date.now()-G,R=Date.now(),v.render(u,z,this.glyph),f.render(u,k,this.glyph),null!=this.hover_glyph&&(this.glyph instanceof s.LineView?this.hover_glyph.render(u,this.model.view.convert_indices_from_subset(x),this.glyph):this.hover_glyph.render(u,x,this.glyph))}else if(R=Date.now(),this.glyph instanceof s.LineView)this.hover_glyph&&x.length?this.hover_glyph.render(u,this.model.view.convert_indices_from_subset(x),this.glyph):m.render(u,this.all_indices,this.glyph);else if(this.glyph instanceof h.PatchView||this.glyph instanceof r.HAreaView||this.glyph instanceof o.VAreaView)if(0==w.selected_glyphs.length||null==this.hover_glyph)m.render(u,this.all_indices,this.glyph);else for(var S=0,B=w.selected_glyphs;S<B.length;S++){B[S].id==this.glyph.model.id&&this.hover_glyph.render(u,this.all_indices,this.glyph)}else m.render(u,a,this.glyph),this.hover_glyph&&x.length&&this.hover_glyph.render(u,x,this.glyph);var C=Date.now()-R;this.last_dtrender=C;var H=Date.now()-t;d.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): render finished in \"+H+\"ms\"),d.logger.trace(\" - map_data finished in       : \"+n+\"ms\"),d.logger.trace(\" - mask_data finished in      : \"+c+\"ms\"),null!=V&&d.logger.trace(\" - selection mask finished in : \"+V+\"ms\"),d.logger.trace(\" - glyph renders finished in  : \"+C+\"ms\"),u.restore()}},t.prototype.draw_legend=function(e,t,i,n,l,s,h,r){null==r&&(r=this.model.get_reference_point(s,h)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:n,y1:l},r)},t.prototype.hit_test=function(e){if(!this.model.visible)return null;var t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)},t}(l.DataRendererView);i.GlyphRendererView=f,f.__name__=\"GlyphRendererView\";var w=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_GlyphRenderer=function(){this.prototype.default_view=f,this.define({data_source:[c.Instance],view:[c.Instance,function(){return new a.CDSView}],glyph:[c.Instance],hover_glyph:[c.Instance],nonselection_glyph:[c.Any,\"auto\"],selection_glyph:[c.Any,\"auto\"],muted_glyph:[c.Instance],muted:[c.Boolean,!1]})},t.prototype.initialize=function(){e.prototype.initialize.call(this),null==this.view.source&&(this.view.source=this.data_source,this.view.compute_indices())},t.prototype.get_reference_point=function(e,t){var i=0;if(null!=e){var n=this.data_source.get_column(e);if(null!=n){var l=_.indexOf(n,t);-1!=l&&(i=l)}}return i},t.prototype.get_selection_manager=function(){return this.data_source.selection_manager},t}(l.DataRenderer);i.GlyphRenderer=w,w.__name__=\"GlyphRenderer\",w.init_GlyphRenderer()},\n",
       "      function _(e,n,r){var t=e(113),a=e(160),i=e(121),_=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return t.__extends(n,e),n}(a.RendererView);r.DataRendererView=_,_.__name__=\"DataRendererView\";var d=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DataRenderer=function(){this.define({x_range_name:[i.String,\"default\"],y_range_name:[i.String,\"default\"]}),this.override({level:\"glyph\"})},n}(a.Renderer);r.DataRenderer=d,d.__name__=\"DataRenderer\",d.init_DataRenderer()},\n",
       "      function _(t,e,i){var n=t(113),s=t(178),r=t(186),_=t(183),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._render=function(t,e,i){var n=i.sx,s=i.sy,r=!1,_=null;this.visuals.line.set_value(t);for(var o=0,h=e;o<h.length;o++){var l=h[o];if(r){if(!isFinite(n[l]+s[l])){t.stroke(),t.beginPath(),r=!1,_=l;continue}null!=_&&l-_>1&&(t.stroke(),r=!1)}r?t.lineTo(n[l],s[l]):(t.beginPath(),t.moveTo(n[l],s[l]),r=!0),_=l}r&&t.stroke()},e.prototype._hit_point=function(t){for(var e=this,i=_.create_empty_hit_test_result(),n={x:t.sx,y:t.sy},s=9999,r=Math.max(2,this.visuals.line.line_width.value()/2),o=0,h=this.sx.length-1;o<h;o++){var l={x:this.sx[o],y:this.sy[o]},u={x:this.sx[o+1],y:this.sy[o+1]},a=_.dist_to_segment(n,l,u);a<r&&a<s&&(s=a,i.add_to_selected_glyphs(this.model),i.get_view=function(){return e},i.line_indices=[o])}return i},e.prototype._hit_span=function(t){var e,i,n=this,s=t.sx,r=t.sy,o=_.create_empty_hit_test_result();\"v\"==t.direction?(e=this.renderer.yscale.invert(r),i=this._y):(e=this.renderer.xscale.invert(s),i=this._x);for(var h=0,l=i.length-1;h<l;h++)(i[h]<=e&&e<=i[h+1]||i[h+1]<=e&&e<=i[h])&&(o.add_to_selected_glyphs(this.model),o.get_view=function(){return n},o.line_indices.push(h));return o},e.prototype.get_interpolation_hit=function(t,e){var i=[this._x[t],this._y[t],this._x[t+1],this._y[t+1]],n=i[0],s=i[1],_=i[2],o=i[3];return r.line_interpolation(this.renderer,e,n,s,_,o)},e.prototype.draw_legend_for_index=function(t,e,i){r.generic_line_legend(this.visuals,t,e,i)},e}(s.XYGlyphView);i.LineView=o,o.__name__=\"LineView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Line=function(){this.prototype.default_view=o,this.mixins([\"line\"])},e}(s.XYGlyph);i.Line=h,h.__name__=\"Line\",h.init_Line()},\n",
       "      function _(t,n,i){var e=t(113),r=t(179),h=t(182),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(n,t),n.prototype._index_data=function(){for(var t=[],n=0,i=this._x.length;n<i;n++){var e=this._x[n],h=this._y[n];!isNaN(e+h)&&isFinite(e+h)&&t.push({x0:e,y0:h,x1:e,y1:h,i:n})}return new r.SpatialIndex(t)},n.prototype.scenterx=function(t){return this.sx[t]},n.prototype.scentery=function(t){return this.sy[t]},n}(h.GlyphView);i.XYGlyphView=s,s.__name__=\"XYGlyphView\";var _=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_XYGlyph=function(){this.coords([[\"x\",\"y\"]])},n}(h.Glyph);i.XYGlyph=_,_.__name__=\"XYGlyph\",_.init_XYGlyph()},\n",
       "      function _(n,t,i){var e=n(180),r=n(181),o=function(){function n(n){if(this.points=n,this.index=null,n.length>0){this.index=new e(n.length);for(var t=0,i=n;t<i.length;t++){var r=i[t],o=r.x0,a=r.y0,u=r.x1,x=r.y1;this.index.add(o,a,u,x)}this.index.finish()}}return n.prototype._normalize=function(n){var t,i,e=n.x0,r=n.y0,o=n.x1,a=n.y1;return e>o&&(e=(t=[o,e])[0],o=t[1]),r>a&&(r=(i=[a,r])[0],a=i[1]),{x0:e,y0:r,x1:o,y1:a}},Object.defineProperty(n.prototype,\"bbox\",{get:function(){if(null==this.index)return r.empty();var n=this.index;return{x0:n.minX,y0:n.minY,x1:n.maxX,y1:n.maxY}},enumerable:!0,configurable:!0}),n.prototype.search=function(n){var t=this;if(null==this.index)return[];var i=this._normalize(n),e=i.x0,r=i.y0,o=i.x1,a=i.y1;return this.index.search(e,r,o,a).map(function(n){return t.points[n]})},n.prototype.indices=function(n){return this.search(n).map(function(n){return n.i})},n}();i.SpatialIndex=o,o.__name__=\"SpatialIndex\"},\n",
       "      function _(t,s,i){var e,h;e=this,h=function(){\"use strict\";var t=function(){this.ids=[],this.values=[],this.length=0};t.prototype.clear=function(){this.length=this.ids.length=this.values.length=0},t.prototype.push=function(t,s){this.ids.push(t),this.values.push(s);for(var i=this.length++;i>0;){var e=i-1>>1,h=this.values[e];if(s>=h)break;this.ids[i]=this.ids[e],this.values[i]=h,i=e}this.ids[i]=t,this.values[i]=s},t.prototype.pop=function(){if(0!==this.length){var t=this.ids[0];if(this.length--,this.length>0){for(var s=this.ids[0]=this.ids[this.length],i=this.values[0]=this.values[this.length],e=this.length>>1,h=0;h<e;){var r=1+(h<<1),n=r+1,o=this.ids[r],a=this.values[r],u=this.values[n];if(n<this.length&&u<a&&(r=n,o=this.ids[n],a=u),a>=i)break;this.ids[h]=o,this.values[h]=a,h=r}this.ids[h]=s,this.values[h]=i}return this.ids.pop(),this.values.pop(),t}},t.prototype.peek=function(){return this.ids[0]},t.prototype.peekValue=function(){return this.values[0]};var s=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array],i=function(i,e,h,r){if(void 0===e&&(e=16),void 0===h&&(h=Float64Array),void 0===i)throw new Error(\"Missing required argument: numItems.\");if(isNaN(i)||i<=0)throw new Error(\"Unpexpected numItems value: \"+i+\".\");this.numItems=+i,this.nodeSize=Math.min(Math.max(+e,2),65535);var n=i,o=n;this._levelBounds=[4*n];do{o+=n=Math.ceil(n/this.nodeSize),this._levelBounds.push(4*o)}while(1!==n);this.ArrayType=h||Float64Array,this.IndexArrayType=o<16384?Uint16Array:Uint32Array;var a=s.indexOf(this.ArrayType),u=4*o*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(\"Unexpected typed array class: \"+h+\".\");r&&r instanceof ArrayBuffer?(this.data=r,this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=4*o,this.minX=this._boxes[this._pos-4],this.minY=this._boxes[this._pos-3],this.maxX=this._boxes[this._pos-2],this.maxY=this._boxes[this._pos-1]):(this.data=new ArrayBuffer(8+u+o*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=e,new Uint32Array(this.data,4,1)[0]=i),this._queue=new t};function e(t,s,i){return t<s?s-t:t<=i?0:t-i}function h(t,s){for(var i=0,e=s.length-1;i<e;){var h=i+e>>1;s[h]>t?e=h:i=h+1}return s[i]}function r(t,s,i,e,h){var r=t[e];t[e]=t[h],t[h]=r;var n=4*e,o=4*h,a=s[n],u=s[n+1],p=s[n+2],d=s[n+3];s[n]=s[o],s[n+1]=s[o+1],s[n+2]=s[o+2],s[n+3]=s[o+3],s[o]=a,s[o+1]=u,s[o+2]=p,s[o+3]=d;var _=i[e];i[e]=i[h],i[h]=_}function n(t,s){var i=t^s,e=65535^i,h=65535^(t|s),r=t&(65535^s),n=i|e>>1,o=i>>1^i,a=h>>1^e&r>>1^h,u=i&h>>1^r>>1^r;o=(i=n)&(e=o)>>2^e&(i^e)>>2,a^=i&(h=a)>>2^e&(r=u)>>2,u^=e&h>>2^(i^e)&r>>2,o=(i=n=i&i>>2^e&e>>2)&(e=o)>>4^e&(i^e)>>4,a^=i&(h=a)>>4^e&(r=u)>>4,u^=e&h>>4^(i^e)&r>>4,a^=(i=n=i&i>>4^e&e>>4)&(h=a)>>8^(e=o)&(r=u)>>8;var p=t^s,d=(e=(u^=e&h>>8^(i^e)&r>>8)^u>>1)|65535^(p|(i=a^a>>1));return((d=1431655765&((d=858993459&((d=252645135&((d=16711935&(d|d<<8))|d<<4))|d<<2))|d<<1))<<1|(p=1431655765&((p=858993459&((p=252645135&((p=16711935&(p|p<<8))|p<<4))|p<<2))|p<<1)))>>>0}return i.from=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");var e=new Uint8Array(t,0,2),h=e[0],r=e[1];if(251!==h)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(r>>4!=3)throw new Error(\"Got v\"+(r>>4)+\" data when expected v3.\");var n=new Uint16Array(t,2,1)[0],o=new Uint32Array(t,4,1)[0];return new i(o,n,s[15&r],t)},i.prototype.add=function(t,s,i,e){var h=this._pos>>2;this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,t<this.minX&&(this.minX=t),s<this.minY&&(this.minY=s),i>this.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e)},i.prototype.finish=function(){if(this._pos>>2!==this.numItems)throw new Error(\"Added \"+(this._pos>>2)+\" items when expected \"+this.numItems+\".\");for(var t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems),e=0;e<this.numItems;e++){var h=4*e,o=this._boxes[h++],a=this._boxes[h++],u=this._boxes[h++],p=this._boxes[h++],d=Math.floor(65535*((o+u)/2-this.minX)/t),_=Math.floor(65535*((a+p)/2-this.minY)/s);i[e]=n(d,_)}!function t(s,i,e,h,n){if(h>=n)return;var o=s[h+n>>1];var a=h-1;var u=n+1;for(;;){do{a++}while(s[a]<o);do{u--}while(s[u]>o);if(a>=u)break;r(s,i,e,a,u)}t(s,i,e,h,u);t(s,i,e,u+1,n)}(i,this._boxes,this._indices,0,this.numItems-1);for(var f=0,l=0;f<this._levelBounds.length-1;f++)for(var v=this._levelBounds[f];l<v;){for(var x=1/0,y=1/0,m=-1/0,c=-1/0,b=l,w=0;w<this.nodeSize&&l<v;w++){var A=this._boxes[l++],g=this._boxes[l++],E=this._boxes[l++],I=this._boxes[l++];A<x&&(x=A),g<y&&(y=g),E>m&&(m=E),I>c&&(c=I)}this._indices[this._pos>>2]=b,this._boxes[this._pos++]=x,this._boxes[this._pos++]=y,this._boxes[this._pos++]=m,this._boxes[this._pos++]=c}},i.prototype.search=function(t,s,i,e,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var r=this._boxes.length-4,n=this._levelBounds.length-1,o=[],a=[];void 0!==r;){for(var u=Math.min(r+4*this.nodeSize,this._levelBounds[n]),p=r;p<u;p+=4){var d=0|this._indices[p>>2];i<this._boxes[p]||(e<this._boxes[p+1]||t>this._boxes[p+2]||s>this._boxes[p+3]||(r<4*this.numItems?(void 0===h||h(d))&&a.push(d):(o.push(d),o.push(n-1))))}n=o.pop(),r=o.pop()}return a},i.prototype.neighbors=function(t,s,i,r,n){if(void 0===i&&(i=1/0),void 0===r&&(r=1/0),this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var o=this._boxes.length-4,a=this._queue,u=[],p=r*r;void 0!==o;){for(var d=Math.min(o+4*this.nodeSize,h(o,this._levelBounds)),_=o;_<d;_+=4){var f=0|this._indices[_>>2],l=e(t,this._boxes[_],this._boxes[_+2]),v=e(s,this._boxes[_+1],this._boxes[_+3]),x=l*l+v*v;o<4*this.numItems?(void 0===n||n(f))&&a.push(-f-1,x):a.push(f,x)}for(;a.length&&a.peek()<0;){if(a.peekValue()>p)return a.clear(),u;if(u.push(-a.pop()-1),u.length===i)return a.clear(),u}o=a.pop()}return a.clear(),u},i},\"object\"==typeof i&&void 0!==s?s.exports=h():\"function\"==typeof define&&define.amd?define(h):(e=e||self).Flatbush=h()},\n",
       "      function _(t,e,r){var i=Math.min,n=Math.max;r.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},r.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},r.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},r.union=function(t,e){return{x0:i(t.x0,e.x0),x1:n(t.x1,e.x1),y0:i(t.y0,e.y0),y1:n(t.y1,e.y1)}};var o=function(){function t(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if(\"x0\"in t){var e=t.x0,r=t.y0,i=t.x1,n=t.y1;if(!(e<=i&&r<=n))throw new Error(\"invalid bbox {x0: \"+e+\", y0: \"+r+\", x1: \"+i+\", y1: \"+n+\"}\");this.x0=e,this.y0=r,this.x1=i,this.y1=n}else if(\"x\"in t){var o=t.x,h=t.y,u=t.width,y=t.height;if(!(u>=0&&y>=0))throw new Error(\"invalid bbox {x: \"+o+\", y: \"+h+\", width: \"+u+\", height: \"+y+\"}\");this.x0=o,this.y0=h,this.x1=o+u,this.y1=h+y}else{var f=void 0,s=void 0,c=void 0,p=void 0;if(\"width\"in t)if(\"left\"in t)s=(f=t.left)+t.width;else if(\"right\"in t)f=(s=t.right)-t.width;else{var b=t.width/2;f=t.hcenter-b,s=t.hcenter+b}else f=t.left,s=t.right;if(\"height\"in t)if(\"top\"in t)p=(c=t.top)+t.height;else if(\"bottom\"in t)c=(p=t.bottom)-t.height;else{var a=t.height/2;c=t.vcenter-a,p=t.vcenter+a}else c=t.top,p=t.bottom;if(!(f<=s&&c<=p))throw new Error(\"invalid bbox {left: \"+f+\", top: \"+c+\", right: \"+s+\", bottom: \"+p+\"}\");this.x0=f,this.y0=c,this.x1=s,this.y1=p}}return t.prototype.toString=function(){return\"BBox({left: \"+this.left+\", top: \"+this.top+\", width: \"+this.width+\", height: \"+this.height+\"})\"},Object.defineProperty(t.prototype,\"left\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"top\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"right\",{get:function(){return this.x1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"bottom\",{get:function(){return this.y1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p0\",{get:function(){return[this.x0,this.y0]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p1\",{get:function(){return[this.x1,this.y1]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"width\",{get:function(){return this.x1-this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"height\",{get:function(){return this.y1-this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rect\",{get:function(){return{x0:this.x0,y0:this.y0,x1:this.x1,y1:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"box\",{get:function(){return{x:this.x,y:this.y,width:this.width,height:this.height}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"h_range\",{get:function(){return{start:this.x0,end:this.x1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"v_range\",{get:function(){return{start:this.y0,end:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){return[this.h_range,this.v_range]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"aspect\",{get:function(){return this.width/this.height},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"hcenter\",{get:function(){return(this.left+this.right)/2},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"vcenter\",{get:function(){return(this.top+this.bottom)/2},enumerable:!0,configurable:!0}),t.prototype.contains=function(t,e){return t>=this.x0&&t<=this.x1&&e>=this.y0&&e<=this.y1},t.prototype.clip=function(t,e){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),e<this.y0?e=this.y0:e>this.y1&&(e=this.y1),[t,e]},t.prototype.union=function(e){return new t({x0:i(this.x0,e.x0),y0:i(this.y0,e.y0),x1:n(this.x1,e.x1),y1:n(this.y1,e.y1)})},t.prototype.equals=function(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1},Object.defineProperty(t.prototype,\"xview\",{get:function(){var t=this;return{compute:function(e){return t.left+e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.left,n=0;n<e.length;n++)r[n]=i+e[n];return r}}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yview\",{get:function(){var t=this;return{compute:function(e){return t.bottom-e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.bottom,n=0;n<e.length;n++)r[n]=i-e[n];return r}}},enumerable:!0,configurable:!0}),t}();r.BBox=o,o.__name__=\"BBox\"},\n",
       "      function _(t,e,i){var n=t(113),r=t(183),s=t(121),o=t(181),a=t(132),h=t(165),_=t(162),l=t(166),p=t(167),c=t(114),u=t(125),y=t(109),d=t(177),f=t(184),g=function(e){function i(){var t=e.apply(this,arguments)||this;return t._nohit_warned={},t}return n.__extends(i,e),Object.defineProperty(i.prototype,\"renderer\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),i.prototype.initialize=function(){e.prototype.initialize.call(this),this._nohit_warned={},this.visuals=new h.Visuals(this.model);var i=this.renderer.plot_view.gl;if(null!=i){var n=null;try{n=t(454)}catch(t){if(\"MODULE_NOT_FOUND\"!==t.code)throw t;p.logger.warn(\"WebGL was requested and is supported, but bokeh-gl(.min).js is not available, falling back to 2D rendering.\")}if(null!=n){var r=n[this.model.type+\"GLGlyph\"];null!=r&&(this.glglyph=new r(i.ctx,this))}}},i.prototype.set_visuals=function(t){this.visuals.warm_cache(t),null!=this.glglyph&&this.glglyph.set_visuals_changed()},i.prototype.render=function(t,e,i){t.beginPath(),null!=this.glglyph&&this.glglyph.render(t,e,i)||this._render(t,e,i)},i.prototype.has_finished=function(){return!0},i.prototype.notify_finished=function(){this.renderer.notify_finished()},i.prototype._bounds=function(t){return t},i.prototype.bounds=function(){return this._bounds(this.index.bbox)},i.prototype.log_bounds=function(){for(var t=o.empty(),e=0,i=this.index.search(o.positive_x());e<i.length;e++){var n=i[e];n.x0<t.x0&&(t.x0=n.x0),n.x1>t.x1&&(t.x1=n.x1)}for(var r=0,s=this.index.search(o.positive_y());r<s.length;r++){var a=s[r];a.y0<t.y0&&(t.y0=a.y0),a.y1>t.y1&&(t.y1=a.y1)}return this._bounds(t)},i.prototype.get_anchor_point=function(t,e,i){var n=i[0],r=i[1];switch(t){case\"center\":return{x:this.scenterx(e,n,r),y:this.scentery(e,n,r)};default:return null}},i.prototype.sdist=function(t,e,i,n,r){var s,o;void 0===n&&(n=\"edge\"),void 0===r&&(r=!1);var a=e.length;if(\"center\"==n){var h=c.map(i,function(t){return t/2});s=new Float64Array(a);for(var _=0;_<a;_++)s[_]=e[_]-h[_];o=new Float64Array(a);for(_=0;_<a;_++)o[_]=e[_]+h[_]}else{s=e,o=new Float64Array(a);for(_=0;_<a;_++)o[_]=s[_]+i[_]}var l=t.v_compute(s),p=t.v_compute(o);return r?c.map(l,function(t,e){return Math.ceil(Math.abs(p[e]-l[e]))}):c.map(l,function(t,e){return Math.abs(p[e]-l[e])})},i.prototype.draw_legend_for_index=function(t,e,i){},i.prototype.hit_test=function(t){var e=null,i=\"_hit_\"+t.type;return null!=this[i]?e=this[i](t):null==this._nohit_warned[t.type]&&(p.logger.debug(\"'\"+t.type+\"' selection not available for \"+this.model.type),this._nohit_warned[t.type]=!0),e},i.prototype._hit_rect_against_index=function(t){var e=t.sx0,i=t.sx1,n=t.sy0,s=t.sy1,o=this.renderer.xscale.r_invert(e,i),a=o[0],h=o[1],_=this.renderer.yscale.r_invert(n,s),l=_[0],p=_[1],c=r.create_empty_hit_test_result();return c.indices=this.index.indices({x0:a,x1:h,y0:l,y1:p}),c},i.prototype.set_data=function(t,e,i){var n,r,s,o,h=this.model.materialize_dataspecs(t);if(this.visuals.set_all_indices(e),e&&!(this instanceof d.LineView)){var _={},l=function(t){var i=h[t];\"_\"===t.charAt(0)?_[t]=e.map(function(t){return i[t]}):_[t]=i};for(var p in h)l(p);h=_}if(u.extend(this,h),this.renderer.plot_view.model.use_map&&(null!=this._x&&(n=a.project_xy(this._x,this._y),this._x=n[0],this._y=n[1]),null!=this._xs&&(r=a.project_xsys(this._xs,this._ys),this._xs=r[0],this._ys=r[1]),null!=this._x0&&(s=a.project_xy(this._x0,this._y0),this._x0=s[0],this._y0=s[1]),null!=this._x1&&(o=a.project_xy(this._x1,this._y1),this._x1=o[0],this._y1=o[1])),null!=this.renderer.plot_view.frame.x_ranges)for(var y=this.renderer.plot_view.frame.x_ranges[this.model.x_range_name],g=this.renderer.plot_view.frame.y_ranges[this.model.y_range_name],v=0,x=this.model._coords;v<x.length;v++){var m=x[v],w=m[0],b=m[1];w=\"_\"+w,b=\"_\"+b,null!=this._xs?(y instanceof f.FactorRange&&(this[w]=c.map(this[w],function(t){return y.v_synthetic(t)})),g instanceof f.FactorRange&&(this[b]=c.map(this[b],function(t){return g.v_synthetic(t)}))):(y instanceof f.FactorRange&&(this[w]=y.v_synthetic(this[w])),g instanceof f.FactorRange&&(this[b]=g.v_synthetic(this[b])))}null!=this.glglyph&&this.glglyph.set_data_changed(this._x.length),this._set_data(i),this.index_data()},i.prototype._set_data=function(t){},i.prototype.index_data=function(){this.index=this._index_data()},i.prototype.mask_data=function(t){return null!=this.glglyph||null==this._mask_data?t:this._mask_data()},i.prototype.map_data=function(){for(var t,e=0,i=this.model._coords;e<i.length;e++){var n=i[e],r=n[0],s=n[1],o=\"s\"+r,a=\"s\"+s;if(s=\"_\"+s,null!=this[r=\"_\"+r]&&(y.isArray(this[r][0])||y.isTypedArray(this[r][0]))){var h=this[r].length;this[o]=new Array(h),this[a]=new Array(h);for(var _=0;_<h;_++){var l=this.map_to_screen(this[r][_],this[s][_]),p=l[0],c=l[1];this[o][_]=p,this[a][_]=c}}else t=this.map_to_screen(this[r],this[s]),this[o]=t[0],this[a]=t[1]}this._map_data()},i.prototype._map_data=function(){},i.prototype.map_to_screen=function(t,e){return this.renderer.plot_view.map_to_screen(t,e,this.model.x_range_name,this.model.y_range_name)},i}(_.View);i.GlyphView=g,g.__name__=\"GlyphView\";var v=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Glyph=function(){this.prototype._coords=[],this.internal({x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]})},e.coords=function(t){var e=this.prototype._coords.concat(t);this.prototype._coords=e;for(var i={},n=0,r=t;n<r.length;n++){var o=r[n],a=o[0],h=o[1];i[a]=[s.CoordinateSpec],i[h]=[s.CoordinateSpec]}this.define(i)},e}(l.Model);i.Glyph=v,v.__name__=\"Glyph\",v.init_Glyph()},\n",
       "      function _(t,n,r){var e=t(110),i=t(173);function o(t){return t*t}function u(t,n){return o(t.x-n.x)+o(t.y-n.y)}function a(t,n,r){var e=u(n,r);if(0==e)return u(t,n);var i=((t.x-n.x)*(r.x-n.x)+(t.y-n.y)*(r.y-n.y))/e;return u(t,i<0?n:i>1?r:{x:n.x+i*(r.x-n.x),y:n.y+i*(r.y-n.y)})}r.point_in_poly=function(t,n,r,e){for(var i=!1,o=r[r.length-1],u=e[e.length-1],a=0;a<r.length;a++){var s=r[a],_=e[a];u<n!=_<n&&o+(n-u)/(_-u)*(s-o)<t&&(i=!i),o=s,u=_}return i},r.point_in_ellipse=function(t,n,r,e,i,o,u){var a=Math.pow(Math.cos(r)/i,2)+Math.pow(Math.sin(r)/e,2),s=2*Math.cos(r)*Math.sin(r)*(Math.pow(1/i,2)-Math.pow(1/e,2)),_=Math.pow(Math.cos(r)/e,2)+Math.pow(Math.sin(r)/i,2);return a*Math.pow(t-o,2)+s*(t-o)*(n-u)+_*Math.pow(n-u,2)<=1},r.create_empty_hit_test_result=function(){return new i.Selection},r.create_hit_test_result_from_hits=function(t){var n=new i.Selection;return n.indices=e.sort_by(t,function(t){return t[0],t[1]}).map(function(t){var n=t[0];return t[1],n}),n},r.dist_2_pts=u,r.dist_to_segment_squared=a,r.dist_to_segment=function(t,n,r){return Math.sqrt(a(t,n,r))},r.check_2_segments_intersect=function(t,n,r,e,i,o,u,a){var s=(a-o)*(r-t)-(u-i)*(e-n);if(0==s)return{hit:!1,x:null,y:null};var _=n-o,h=t-i,c=(u-i)*_-(a-o)*h;return h=((r-t)*_-(e-n)*h)/s,{hit:(_=c/s)>0&&_<1&&h>0&&h<1,x:t+_*(r-t),y:n+_*(e-n)}}},\n",
       "      function _(t,n,r){var e=t(113),i=t(185),a=t(121),s=t(114),o=t(110),p=t(109);function u(t,n,r){void 0===r&&(r=0);for(var e={},i=0;i<t.length;i++){var a=t[i];if(a in e)throw new Error(\"duplicate factor or subfactor: \"+a);e[a]={value:.5+i*(1+n)+r}}return[e,(t.length-1)*n]}function h(t,n,r,e){void 0===e&&(e=0);for(var i={},a={},s=[],p=0,h=t;p<h.length;p++){var g=h[p],c=g[0],f=g[1];c in a||(a[c]=[],s.push(c)),a[c].push(f)}for(var l=e,d=0,_=function(t){var e=a[t].length,s=u(a[t],r,l),p=s[0],h=s[1];d+=h;var g=o.sum(a[t].map(function(t){return p[t].value}));i[t]={value:g/e,mapping:p},l+=e+n+h},v=0,m=s;v<m.length;v++){_(c=m[v])}return[i,s,(s.length-1)*n+d]}function g(t,n,r,e,i){void 0===i&&(i=0);for(var a={},s={},p=[],u=0,g=t;u<g.length;u++){var c=g[u],f=c[0],l=c[1],d=c[2];f in s||(s[f]=[],p.push(f)),s[f].push([l,d])}for(var _=[],v=i,m=0,y=function(t){for(var i=s[t].length,p=h(s[t],r,e,v),u=p[0],g=p[1],c=p[2],f=0,l=g;f<l.length;f++){var d=l[f];_.push([t,d])}m+=c;var y=o.sum(s[t].map(function(t){var n=t[0];return u[n].value}));a[t]={value:y/i,mapping:u},v+=i+n+c},b=0,N=p;b<N.length;b++){y(f=N[b])}return[a,p,_,(p.length-1)*n+m]}r.map_one_level=u,r.map_two_levels=h,r.map_three_levels=g;var c=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_FactorRange=function(){this.define({factors:[a.Array,[]],factor_padding:[a.Number,0],subgroup_padding:[a.Number,.8],group_padding:[a.Number,1.4],range_padding:[a.Number,0],range_padding_units:[a.PaddingUnits,\"percent\"],start:[a.Number],end:[a.Number]}),this.internal({levels:[a.Number],mids:[a.Array],tops:[a.Array],tops_groups:[a.Array]})},Object.defineProperty(n.prototype,\"min\",{get:function(){return this.start},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"max\",{get:function(){return this.end},enumerable:!0,configurable:!0}),n.prototype.initialize=function(){t.prototype.initialize.call(this),this._init(!0)},n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.properties.factors.change,function(){return n.reset()}),this.connect(this.properties.factor_padding.change,function(){return n.reset()}),this.connect(this.properties.group_padding.change,function(){return n.reset()}),this.connect(this.properties.subgroup_padding.change,function(){return n.reset()}),this.connect(this.properties.range_padding.change,function(){return n.reset()}),this.connect(this.properties.range_padding_units.change,function(){return n.reset()})},n.prototype.reset=function(){this._init(!1),this.change.emit()},n.prototype._lookup=function(t){var n;if(1==t.length)return(n=this._mapping).hasOwnProperty(t[0])?n[t[0]].value:NaN;if(2==t.length)return(n=this._mapping).hasOwnProperty(t[0])&&n[t[0]].mapping.hasOwnProperty(t[1])?n[t[0]].mapping[t[1]].value:NaN;if(3==t.length)return(n=this._mapping).hasOwnProperty(t[0])&&n[t[0]].mapping.hasOwnProperty(t[1])&&n[t[0]].mapping[t[1]].mapping.hasOwnProperty(t[2])?n[t[0]].mapping[t[1]].mapping[t[2]].value:NaN;throw new Error(\"unreachable code\")},n.prototype.synthetic=function(t){if(p.isNumber(t))return t;if(p.isString(t))return this._lookup([t]);var n=0,r=t[t.length-1];return p.isNumber(r)&&(n=r,t=t.slice(0,-1)),this._lookup(t)+n},n.prototype.v_synthetic=function(t){var n=this;return s.map(t,function(t){return n.synthetic(t)})},n.prototype._init=function(t){var n,r,e,i,a;if(o.every(this.factors,p.isString))i=1,n=u(this.factors,this.factor_padding),this._mapping=n[0],a=n[1];else if(o.every(this.factors,function(t){return p.isArray(t)&&2==t.length&&p.isString(t[0])&&p.isString(t[1])}))i=2,r=h(this.factors,this.group_padding,this.factor_padding),this._mapping=r[0],this.tops=r[1],a=r[2];else{if(!o.every(this.factors,function(t){return p.isArray(t)&&3==t.length&&p.isString(t[0])&&p.isString(t[1])&&p.isString(t[2])}))throw new Error(\"???\");i=3,e=g(this.factors,this.group_padding,this.subgroup_padding,this.factor_padding),this._mapping=e[0],this.tops=e[1],this.mids=e[2],a=e[3]}var s=0,c=this.factors.length+a;if(\"percent\"==this.range_padding_units){var f=(c-s)*this.range_padding/2;s-=f,c+=f}else s-=this.range_padding,c+=this.range_padding;this.setv({start:s,end:c,levels:i},{silent:t}),\"auto\"==this.bounds&&this.setv({bounds:[s,c]},{silent:!0})},n}(i.Range);r.FactorRange=c,c.__name__=\"FactorRange\",c.init_FactorRange()},\n",
       "      function _(t,n,e){var i=t(113),a=t(166),c=t(121),l=t(109),r=function(t){function n(n){var e=t.call(this,n)||this;return e.have_updated_interactively=!1,e}return i.__extends(n,t),n.init_Range=function(){this.define({callback:[c.Any],bounds:[c.Any],min_interval:[c.Any],max_interval:[c.Any]}),this.internal({plots:[c.Array,[]]})},n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return n._emit_callback()})},n.prototype._emit_callback=function(){null!=this.callback&&(l.isFunction(this.callback)?this.callback(this):this.callback.execute(this,{}))},Object.defineProperty(n.prototype,\"is_reversed\",{get:function(){return this.start>this.end},enumerable:!0,configurable:!0}),n}(a.Model);e.Range=r,r.__name__=\"Range\",r.init_Range()},\n",
       "      function _(e,t,i){var n=e(183);i.generic_line_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1;t.save(),t.beginPath(),t.moveTo(r,(l+c)/2),t.lineTo(a,(l+c)/2),e.line.doit&&(e.line.set_vectorize(t,n),t.stroke()),t.restore()},i.generic_area_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1,o=.1*Math.abs(a-r),s=.1*Math.abs(c-l),_=r+o,v=a-o,h=l+s,x=c-s;e.fill.doit&&(e.fill.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),null!=e.hatch&&e.hatch.doit&&(e.hatch.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),e.line&&e.line.doit&&(t.beginPath(),t.rect(_,h,v-_,x-h),e.line.set_vectorize(t,n),t.stroke())},i.line_interpolation=function(e,t,i,r,a,l){var c,o,s,_,v,h,x,y,f,d,g=t.sx,m=t.sy;\"point\"==t.type?(f=(c=e.yscale.r_invert(m-1,m+1))[0],d=c[1],x=(o=e.xscale.r_invert(g-1,g+1))[0],y=o[1]):\"v\"==t.direction?(f=(s=e.yscale.r_invert(m,m))[0],d=s[1],x=(_=[Math.min(i-1,a-1),Math.max(i+1,a+1)])[0],y=_[1]):(x=(v=e.xscale.r_invert(g,g))[0],y=v[1],f=(h=[Math.min(r-1,l-1),Math.max(r+1,l+1)])[0],d=h[1]);var u=n.check_2_segments_intersect(x,f,y,d,i,r,a,l);return[u.x,u.y]}},\n",
       "      function _(t,i,e){var n=t(113),s=t(178),l=t(186),o=t(183),r=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._inner_loop=function(t,i,e,n,s){for(var l=0,o=i;l<o.length;l++){var r=o[l];0!=r?isNaN(e[r]+n[r])?(t.closePath(),s.apply(t),t.beginPath()):t.lineTo(e[r],n[r]):(t.beginPath(),t.moveTo(e[r],n[r]))}t.closePath(),s.call(t)},i.prototype._render=function(t,i,e){var n=this,s=e.sx,l=e.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner_loop(t,i,s,l,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner_loop(t,i,s,l,t.fill)},function(){return n.renderer.request_render()}),this.visuals.line.doit&&(this.visuals.line.set_value(t),this._inner_loop(t,i,s,l,t.stroke))},i.prototype.draw_legend_for_index=function(t,i,e){l.generic_area_legend(this.visuals,t,i,e)},i.prototype._hit_point=function(t){var i=this,e=o.create_empty_hit_test_result();return o.point_in_poly(t.sx,t.sy,this.sx,this.sy)&&(e.add_to_selected_glyphs(this.model),e.get_view=function(){return i}),e},i}(s.XYGlyphView);e.PatchView=r,r.__name__=\"PatchView\";var _=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Patch=function(){this.prototype.default_view=r,this.mixins([\"line\",\"fill\",\"hatch\"])},i}(s.XYGlyph);e.Patch=_,_.__name__=\"Patch\",_.init_Patch()},\n",
       "      function _(t,e,i){var n=t(113),r=t(189),s=t(179),o=t(183),a=t(121),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x1.length;e<i;e++){var n=this._x1[e],r=this._x2[e],o=this._y[e];!isNaN(n+r+o)&&isFinite(n+r+o)&&t.push({x0:Math.min(n,r),y0:o,x1:Math.max(n,r),y1:o,i:e})}return new s.SpatialIndex(t)},e.prototype._inner=function(t,e,i,n,r){t.beginPath();for(var s=0,o=e.length;s<o;s++)t.lineTo(e[s],n[s]);for(s=i.length-1;s>=0;s--)t.lineTo(i[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx1,s=i.sx2,o=i.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sy.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a<h;a++)r[a]=this.sx1[a],s[a]=this.sy[a],r[n+a]=this.sx2[n-a-1],s[n+a]=this.sy[n-a-1];return o.point_in_poly(t.sx,t.sy,r,s)&&(i.add_to_selected_glyphs(this.model),i.get_view=function(){return e}),i},e.prototype.scenterx=function(t){return(this.sx1[t]+this.sx2[t])/2},e.prototype.scentery=function(t){return this.sy[t]},e.prototype._map_data=function(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)},e}(r.AreaView);i.HAreaView=h,h.__name__=\"HAreaView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_HArea=function(){this.prototype.default_view=h,this.define({x1:[a.CoordinateSpec],x2:[a.CoordinateSpec],y:[a.CoordinateSpec]})},e}(r.Area);i.HArea=_,_.__name__=\"HArea\",_.init_HArea()},\n",
       "      function _(n,e,i){var t=n(113),r=n(182),_=n(186),a=function(n){function e(){return null!==n&&n.apply(this,arguments)||this}return t.__extends(e,n),e.prototype.draw_legend_for_index=function(n,e,i){_.generic_area_legend(this.visuals,n,e,i)},e}(r.GlyphView);i.AreaView=a,a.__name__=\"AreaView\";var u=function(n){function e(e){return n.call(this,e)||this}return t.__extends(e,n),e.init_Area=function(){this.mixins([\"fill\",\"hatch\"])},e}(r.Glyph);i.Area=u,u.__name__=\"Area\",u.init_Area()},\n",
       "      function _(t,e,i){var n=t(113),r=t(189),s=t(179),o=t(183),a=t(121),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x.length;e<i;e++){var n=this._x[e],r=this._y1[e],o=this._y2[e];!isNaN(n+r+o)&&isFinite(n+r+o)&&t.push({x0:n,y0:Math.min(r,o),x1:n,y1:Math.max(r,o),i:e})}return new s.SpatialIndex(t)},e.prototype._inner=function(t,e,i,n,r){t.beginPath();for(var s=0,o=i.length;s<o;s++)t.lineTo(e[s],i[s]);for(s=n.length-1;s>=0;s--)t.lineTo(e[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx,s=i.sy1,o=i.sy2;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype.scenterx=function(t){return this.sx[t]},e.prototype.scentery=function(t){return(this.sy1[t]+this.sy2[t])/2},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sx.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a<h;a++)r[a]=this.sx[a],s[a]=this.sy1[a],r[n+a]=this.sx[n-a-1],s[n+a]=this.sy2[n-a-1];return o.point_in_poly(t.sx,t.sy,r,s)&&(i.add_to_selected_glyphs(this.model),i.get_view=function(){return e}),i},e.prototype._map_data=function(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)},e}(r.AreaView);i.VAreaView=h,h.__name__=\"VAreaView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_VArea=function(){this.prototype.default_view=h,this.define({x:[a.CoordinateSpec],y1:[a.CoordinateSpec],y2:[a.CoordinateSpec]})},e}(r.Area);i.VArea=_,_.__name__=\"VArea\",_.init_VArea()},\n",
       "      function _(i,n,t){var e=i(113),c=i(166),s=i(121),o=i(173),r=i(110),u=i(171),a=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_CDSView=function(){this.define({filters:[s.Array,[]],source:[s.Instance]}),this.internal({indices:[s.Array,[]],indices_map:[s.Any,{}]})},n.prototype.initialize=function(){i.prototype.initialize.call(this),this.compute_indices()},n.prototype.connect_signals=function(){var n=this;i.prototype.connect_signals.call(this),this.connect(this.properties.filters.change,function(){n.compute_indices(),n.change.emit()});var t=function(){var i=function(){return n.compute_indices()};null!=n.source&&(n.connect(n.source.change,i),n.source instanceof u.ColumnarDataSource&&(n.connect(n.source.streaming,i),n.connect(n.source.patching,i)))},e=null!=this.source;e?t():this.connect(this.properties.source.change,function(){e||(t(),e=!0)})},n.prototype.compute_indices=function(){var i=this,n=this.filters.map(function(n){return n.compute_indices(i.source)}).filter(function(i){return null!=i});n.length>0?this.indices=r.intersection.apply(this,n):this.source instanceof u.ColumnarDataSource&&(this.indices=this.source.get_indices()),this.indices_map_to_subset()},n.prototype.indices_map_to_subset=function(){this.indices_map={};for(var i=0;i<this.indices.length;i++)this.indices_map[this.indices[i]]=i},n.prototype.convert_selection_from_subset=function(i){var n=this,t=new o.Selection;t.update_through_union(i);var e=i.indices.map(function(i){return n.indices[i]});return t.indices=e,t.image_indices=i.image_indices,t},n.prototype.convert_selection_to_subset=function(i){var n=this,t=new o.Selection;t.update_through_union(i);var e=i.indices.map(function(i){return n.indices_map[i]});return t.indices=e,t.image_indices=i.image_indices,t},n.prototype.convert_indices_from_subset=function(i){var n=this;return i.map(function(i){return n.indices[i]})},n}(c.Model);t.CDSView=a,a.__name__=\"CDSView\",a.init_CDSView()},\n",
       "      function _(e,t,n){var r=e(113),i=e(176),a=e(193),o=e(121),s=e(194),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t.prototype.initialize=function(){var t;e.prototype.initialize.call(this),this.xscale=this.plot_view.frame.xscales.default,this.yscale=this.plot_view.frame.yscales.default,this._renderer_views={},t=s.build_views(this._renderer_views,[this.model.node_renderer,this.model.edge_renderer],{parent:this.parent}),this.node_view=t[0],this.edge_view=t[1],this.set_data()},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.layout_provider.change,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source._select,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source.inspect,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source.change,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source._select,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source.inspect,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source.change,function(){return t.set_data()});var n=this.plot_view.frame,r=n.x_ranges,i=n.y_ranges;for(var a in r){var o=r[a];this.connect(o.change,function(){return t.set_data()})}for(var a in i){o=i[a];this.connect(o.change,function(){return t.set_data()})}},t.prototype.set_data=function(e){var t,n;void 0===e&&(e=!0),this.node_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.edge_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0});var r=this.node_view.glyph;t=this.model.layout_provider.get_node_coordinates(this.model.node_renderer.data_source),r._x=t[0],r._y=t[1];var i=this.edge_view.glyph;n=this.model.layout_provider.get_edge_coordinates(this.model.edge_renderer.data_source),i._xs=n[0],i._ys=n[1],r.index_data(),i.index_data(),e&&this.request_render()},t.prototype.render=function(){this.edge_view.render(),this.node_view.render()},t}(i.DataRendererView);n.GraphRendererView=d,d.__name__=\"GraphRendererView\";var _=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_GraphRenderer=function(){this.prototype.default_view=d,this.define({layout_provider:[o.Instance],node_renderer:[o.Instance],edge_renderer:[o.Instance],selection_policy:[o.Instance,function(){return new a.NodesOnly}],inspection_policy:[o.Instance,function(){return new a.NodesOnly}]})},t.prototype.get_selection_manager=function(){return this.node_renderer.data_source.selection_manager},t}(i.DataRenderer);n.GraphRenderer=_,_.__name__=\"GraphRenderer\",_.init_GraphRenderer()},\n",
       "      function _(e,t,n){var r=e(113),d=e(166),o=e(114),i=e(110),_=e(183),s=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype._hit_test_nodes=function(e,t){if(!t.model.visible)return null;var n=t.node_view.glyph.hit_test(e);return null==n?null:t.node_view.model.view.convert_selection_from_subset(n)},t.prototype._hit_test_edges=function(e,t){if(!t.model.visible)return null;var n=t.edge_view.glyph.hit_test(e);return null==n?null:t.edge_view.model.view.convert_selection_from_subset(n)},t}(d.Model);n.GraphHitTestPolicy=s,s.__name__=\"GraphHitTestPolicy\";var a=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_nodes(e,t)},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.node_renderer.data_source.selected;return d.update(e,n,r),t.node_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.model.get_selection_manager().get_or_create_inspector(n.node_view.model);return o.update(e,r,d),n.node_view.model.data_source.setv({inspected:o},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()},t}(s);n.NodesOnly=a,a.__name__=\"NodesOnly\";var c=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_nodes(e,t)},t.prototype.get_linked_edges=function(e,t,n){var r=[];\"selection\"==n?r=e.selected.indices.map(function(t){return e.data.index[t]}):\"inspection\"==n&&(r=e.inspected.indices.map(function(t){return e.data.index[t]}));for(var d=[],o=0;o<t.data.start.length;o++)(i.contains(r,t.data.start[o])||i.contains(r,t.data.end[o]))&&d.push(o);for(var s=_.create_empty_hit_test_result(),a=0,c=d;a<c.length;a++){o=c[a];s.multiline_indices[o]=[0]}return s.indices=d,s},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.node_renderer.data_source.selected;d.update(e,n,r);var o=t.edge_renderer.data_source.selected,i=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(i,n,r),t.node_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model);o.update(e,r,d),n.node_view.model.data_source.setv({inspected:o},{silent:!0});var i=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model),_=this.get_linked_edges(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return i.update(_,r,d),n.edge_view.model.data_source.setv({inspected:i},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()},t}(s);n.NodesAndLinkedEdges=c,c.__name__=\"NodesAndLinkedEdges\";var u=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_edges(e,t)},t.prototype.get_linked_nodes=function(e,t,n){var r=[];\"selection\"==n?r=t.selected.indices:\"inspection\"==n&&(r=t.inspected.indices);for(var d=[],s=0,a=r;s<a.length;s++){var c=a[s];d.push(t.data.start[c]),d.push(t.data.end[c])}var u=i.uniq(d).map(function(t){return o.indexOf(e.data.index,t)}),l=_.create_empty_hit_test_result();return l.indices=u,l},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.edge_renderer.data_source.selected;d.update(e,n,r);var o=t.node_renderer.data_source.selected,i=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(i,n,r),t.edge_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model);o.update(e,r,d),n.edge_view.model.data_source.setv({inspected:o},{silent:!0});var i=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model),_=this.get_linked_nodes(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return i.update(_,r,d),n.node_view.model.data_source.setv({inspected:i},{silent:!0}),n.edge_view.model.data_source.inspect.emit([n.edge_view,{geometry:t}]),!o.is_empty()},t}(s);n.EdgesAndLinkedNodes=u,u.__name__=\"EdgesAndLinkedNodes\"},\n",
       "      function _(e,n,r){var t=e(110);r.build_views=function(e,n,r,i){void 0===i&&(i=function(e){return e.default_view});for(var o=0,c=t.difference(Object.keys(e),n.map(function(e){return e.id}));o<c.length;o++){var f=c[o];e[f].remove(),delete e[f]}for(var u=[],v=0,a=n.filter(function(n){return null==e[n.id]});v<a.length;v++){var l=a[v],s=new(i(l))(Object.assign(Object.assign({},r),{model:l,connect_signals:!1}));e[l.id]=s,u.push(s)}for(var d=0,g=u;d<g.length;d++)(s=g[d]).connect_signals();return u},r.remove_views=function(e){for(var n in e)e[n].remove(),delete e[n]}},\n",
       "      function _(t,e,n){var r=t(113),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.do_selection=function(t,e,n,r){return null!==t&&(e.selected.update(t,n,r),e._select.emit(),!e.selected.is_empty())},e}(t(166).Model);n.SelectionPolicy=u,u.__name__=\"SelectionPolicy\";var i=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.hit_test=function(t,e){for(var n=[],r=0,u=e;r<u.length;r++){var i=u[r].hit_test(t);null!==i&&n.push(i)}if(n.length>0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_intersection(s)}return l}return null},e}(u);n.IntersectRenderers=i,i.__name__=\"IntersectRenderers\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.hit_test=function(t,e){for(var n=[],r=0,u=e;r<u.length;r++){var i=u[r].hit_test(t);null!==i&&n.push(i)}if(n.length>0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_union(s)}return l}return null},e}(u);n.UnionRenderers=l,l.__name__=\"UnionRenderers\"},\n",
       "      function _(r,n,t){var a=r(109),e=r(197);function i(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,2*r.length),t=0,a=n.length;t<a;t+=2){var e=n[t];n[t]=n[t+1],n[t+1]=e}}function o(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,4*r.length),t=0,a=n.length;t<a;t+=4){var e=n[t];n[t]=n[t+3],n[t+3]=e,e=n[t+1],n[t+1]=n[t+2],n[t+2]=e}}function f(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,8*r.length),t=0,a=n.length;t<a;t+=8){var e=n[t];n[t]=n[t+7],n[t+7]=e,e=n[t+1],n[t+1]=n[t+6],n[t+6]=e,e=n[t+2],n[t+2]=n[t+5],n[t+5]=e,e=n[t+3],n[t+3]=n[t+4],n[t+4]=e}}function u(r,n){for(var a=r.order!==t.BYTE_ORDER,e=r.shape,u=null,y=0,s=n;y<s.length;y++){var A=s[y];if(JSON.parse(A[0]).id===r.__buffer__){u=A[1];break}}var c=new t.ARRAY_TYPES[r.dtype](u);return a&&(2===c.BYTES_PER_ELEMENT?i(c):4===c.BYTES_PER_ELEMENT?o(c):8===c.BYTES_PER_ELEMENT&&f(c)),[c,e]}function y(r,n){return a.isObject(r)&&\"__ndarray__\"in r?c(r):a.isObject(r)&&\"__buffer__\"in r?u(r,n):a.isArray(r)||a.isTypedArray(r)?[r,[]]:void 0}function s(r){var n=new Uint8Array(r),t=Array.from(n).map(function(r){return String.fromCharCode(r)});return btoa(t.join(\"\"))}function A(r){for(var n=atob(r),t=n.length,a=new Uint8Array(t),e=0,i=t;e<i;e++)a[e]=n.charCodeAt(e);return a.buffer}function c(r){var n=A(r.__ndarray__),a=r.dtype,e=r.shape;if(!(a in t.ARRAY_TYPES))throw new Error(\"unknown dtype: \"+a);return[new t.ARRAY_TYPES[a](n),e]}function _(r,n){var a=s(r.buffer),e=function(r){if(\"name\"in r.constructor)return r.constructor.name;switch(!0){case r instanceof Uint8Array:return\"Uint8Array\";case r instanceof Int8Array:return\"Int8Array\";case r instanceof Uint16Array:return\"Uint16Array\";case r instanceof Int16Array:return\"Int16Array\";case r instanceof Uint32Array:return\"Uint32Array\";case r instanceof Int32Array:return\"Int32Array\";case r instanceof Float32Array:return\"Float32Array\";case r instanceof Float64Array:return\"Float64Array\";default:throw new Error(\"unsupported typed array\")}}(r);if(!(e in t.DTYPES))throw new Error(\"unknown array type: \"+e);return{__ndarray__:a,shape:n,dtype:t.DTYPES[e]}}function l(r,n){if(0==r.length||!a.isObject(r[0])&&!a.isArray(r[0]))return[r,[]];for(var t=[],e=[],i=0,o=r;i<o.length;i++){var f=o[i],u=a.isArray(f)?l(f,n):y(f,n),s=u[0],A=u[1];t.push(s),e.push(A)}return[t,e.map(function(r){return r.filter(function(r){return 0!=r.length})})]}function v(r,n){for(var t=[],e=0,i=r.length;e<i;e++){var o=r[e];if(a.isTypedArray(o)){var f=n[e]?n[e]:void 0;t.push(_(o,f))}else a.isArray(o)?t.push(v(o,n?n[e]:[])):t.push(o)}return t}t.ARRAY_TYPES={uint8:Uint8Array,int8:Int8Array,uint16:Uint16Array,int16:Int16Array,uint32:Uint32Array,int32:Int32Array,float32:Float32Array,float64:Float64Array},t.DTYPES={Uint8Array:\"uint8\",Int8Array:\"int8\",Uint16Array:\"uint16\",Int16Array:\"int16\",Uint32Array:\"uint32\",Int32Array:\"int32\",Float32Array:\"float32\",Float64Array:\"float64\"},t.BYTE_ORDER=e.is_little_endian?\"little\":\"big\",t.swap16=i,t.swap32=o,t.swap64=f,t.process_buffer=u,t.process_array=y,t.arrayBufferToBase64=s,t.base64ToArrayBuffer=A,t.decode_base64=c,t.encode_base64=_,t.decode_column_data=function(r,n){void 0===n&&(n=[]);var t={},e={};for(var i in r){var o=r[i];if(a.isArray(o)){if(0==o.length||!a.isObject(o[0])&&!a.isArray(o[0])){t[i]=o;continue}var f=l(o,n),u=f[0],s=f[1];t[i]=u,e[i]=s}else{var A=y(o,n),c=A[0],_=A[1];t[i]=c,e[i]=_}}return[t,e]},t.encode_column_data=function(r,n){var t={};for(var e in r){var i=r[e],o=null!=n?n[e]:void 0,f=void 0;f=a.isTypedArray(i)?_(i,o):a.isArray(i)?v(i,o||[]):i,t[e]=f}return t}},\n",
       "      function _(n,i,e){var r;e.is_ie=(r=\"undefined\"!=typeof navigator?navigator.userAgent:\"\").indexOf(\"MSIE\")>=0||r.indexOf(\"Trident\")>0||r.indexOf(\"Edge\")>0,e.is_mobile=\"undefined\"!=typeof window&&(\"ontouchstart\"in window||navigator.maxTouchPoints>0),e.is_little_endian=function(){var n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;var e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e}()},\n",
       "      function _(n,t,r){r.concat=function(n){for(var t=[],r=1;r<arguments.length;r++)t[r-1]=arguments[r];for(var e=n.length,o=0,g=t;o<g.length;o++)e+=(f=g[o]).length;var h=new n.constructor(e);h.set(n,0);for(var l=n.length,a=0,c=t;a<c.length;a++){var f=c[a];h.set(f,l),l+=f.length}return h}},\n",
       "      function _(t,e,n){var o=t(113),r=t(115),i=function(){return function(t){this.document=t}}();n.DocumentChangedEvent=i,i.__name__=\"DocumentChangedEvent\";var s=function(t){function e(e,n,o,r,i,s,d){var u=t.call(this,e)||this;return u.model=n,u.attr=o,u.old=r,u.new_=i,u.setter_id=s,u.hint=d,u}return o.__extends(e,t),e.prototype.json=function(t){if(\"id\"===this.attr)throw new Error(\"'id' field should never change, whatever code just set it is wrong\");if(null!=this.hint)return this.hint.json(t);var e=this.new_,n=r.HasProps._value_to_json(this.attr,e,this.model),o={};for(var i in r.HasProps._value_record_references(e,o,!0),this.model.id in o&&this.model!==e&&delete o[this.model.id],o)t[i]=o[i];return{kind:\"ModelChanged\",model:this.model.ref(),attr:this.attr,new:n}},e}(i);n.ModelChangedEvent=s,s.__name__=\"ModelChangedEvent\";var d=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.column_source=n,r.patches=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"ColumnsPatched\",column_source:this.column_source,patches:this.patches}},e}(i);n.ColumnsPatchedEvent=d,d.__name__=\"ColumnsPatchedEvent\";var u=function(t){function e(e,n,o,r){var i=t.call(this,e)||this;return i.column_source=n,i.data=o,i.rollover=r,i}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"ColumnsStreamed\",column_source:this.column_source,data:this.data,rollover:this.rollover}},e}(i);n.ColumnsStreamedEvent=u,u.__name__=\"ColumnsStreamedEvent\";var a=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.title=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"TitleChanged\",title:this.title}},e}(i);n.TitleChangedEvent=a,a.__name__=\"TitleChangedEvent\";var l=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.model=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return r.HasProps._value_record_references(this.model,t,!0),{kind:\"RootAdded\",model:this.model.ref()}},e}(i);n.RootAddedEvent=l,l.__name__=\"RootAddedEvent\";var _=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.model=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"RootRemoved\",model:this.model.ref()}},e}(i);n.RootRemovedEvent=_,_.__name__=\"RootRemovedEvent\"},\n",
       "      function _(e,t,i){var s=e(113),n=e(131),o=e(170),_=e(121),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.set_data(this.model.source)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.patching,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.change,function(){return t.set_data(t.model.source)})},t.prototype.set_data=function(t){e.prototype.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},t.prototype._map_data=function(){var e,t,i,s=this.plot_view.frame,n=this.model.dimension,o=s.xscales[this.model.x_range_name],_=s.yscales[this.model.y_range_name],r=\"height\"==n?_:o,a=\"height\"==n?o:_,l=\"height\"==n?s.yview:s.xview,h=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?r.v_compute(this._lower):l.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?r.v_compute(this._upper):l.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?a.v_compute(this._base):h.v_compute(this._base);var p=\"height\"==n?[1,0]:[0,1],u=p[0],c=p[1],d=[e,i],m=[t,i];this._lower_sx=d[u],this._lower_sy=d[c],this._upper_sx=m[u],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(var t=0,i=this._lower_sx.length;t<i;t++)e.lineTo(this._lower_sx[t],this._lower_sy[t]);for(t=this._upper_sx.length-1;t>=0;t--)e.lineTo(this._upper_sx[t],this._upper_sy[t]);e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(e),e.fill()),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(t=0,i=this._lower_sx.length;t<i;t++)e.lineTo(this._lower_sx[t],this._lower_sy[t]);this.visuals.line.doit&&(this.visuals.line.set_value(e),e.stroke()),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(t=0,i=this._upper_sx.length;t<i;t++)e.lineTo(this._upper_sx[t],this._upper_sy[t]);this.visuals.line.doit&&(this.visuals.line.set_value(e),e.stroke())}},t}(n.AnnotationView);i.BandView=r,r.__name__=\"BandView\";var a=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Band=function(){this.prototype.default_view=r,this.mixins([\"line\",\"fill\"]),this.define({lower:[_.DistanceSpec],upper:[_.DistanceSpec],base:[_.DistanceSpec],dimension:[_.Dimension,\"height\"],source:[_.Instance,function(){return new o.ColumnDataSource}],x_range_name:[_.String,\"default\"],y_range_name:[_.String,\"default\"]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},t}(n.Annotation);i.Band=a,a.__name__=\"Band\",a.init_Band()},\n",
       "      function _(t,i,e){var s=t(113),o=t(131),n=t(116),l=t(163),r=t(121),a=t(181),h=t(202);e.EDGE_TOLERANCE=2.5;var u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),this.el.classList.add(h.bk_shading),l.undisplay(this.el)},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?(this.connect(this.model.change,function(){return i.render()}),this.connect(this.model.data_update,function(){return i.render()})):(this.connect(this.model.change,function(){return i.plot_view.request_render()}),this.connect(this.model.data_update,function(){return i.plot_view.request_render()}))},i.prototype.render=function(){var t=this;if(this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible)if(null!=this.model.left||null!=this.model.right||null!=this.model.top||null!=this.model.bottom){var i=this.plot_view.frame,e=i.xscales[this.model.x_range_name],s=i.yscales[this.model.y_range_name],o=function(i,e,s,o,n){return null!=i?t.model.screen?i:\"data\"==e?s.compute(i):o.compute(i):n};this.sleft=o(this.model.left,this.model.left_units,e,i.xview,i._left.value),this.sright=o(this.model.right,this.model.right_units,e,i.xview,i._right.value),this.stop=o(this.model.top,this.model.top_units,s,i.yview,i._top.value),this.sbottom=o(this.model.bottom,this.model.bottom_units,s,i.yview,i._bottom.value),(\"css\"==this.model.render_mode?this._css_box.bind(this):this._canvas_box.bind(this))(this.sleft,this.sright,this.sbottom,this.stop)}else l.undisplay(this.el)},i.prototype._css_box=function(t,i,e,s){var o=this.model.properties.line_width.value(),n=Math.floor(i-t)-o,r=Math.floor(e-s)-o;this.el.style.left=t+\"px\",this.el.style.width=n+\"px\",this.el.style.top=s+\"px\",this.el.style.height=r+\"px\",this.el.style.borderWidth=o+\"px\",this.el.style.borderColor=this.model.properties.line_color.value(),this.el.style.backgroundColor=this.model.properties.fill_color.value(),this.el.style.opacity=this.model.properties.fill_alpha.value();var a=this.model.properties.line_dash.value().length<2?\"solid\":\"dashed\";this.el.style.borderStyle=a,l.display(this.el)},i.prototype._canvas_box=function(t,i,e,s){var o=this.plot_view.canvas_view.ctx;o.save(),o.beginPath(),o.rect(t,s,i-t,e-s),this.visuals.fill.set_value(o),o.fill(),this.visuals.line.set_value(o),o.stroke(),o.restore()},i.prototype.interactive_bbox=function(){var t=this.model.properties.line_width.value()+e.EDGE_TOLERANCE;return new a.BBox({x0:this.sleft-t,y0:this.stop-t,x1:this.sright+t,y1:this.sbottom+t})},i.prototype.interactive_hit=function(t,i){return null!=this.model.in_cursor&&this.interactive_bbox().contains(t,i)},i.prototype.cursor=function(t,i){return Math.abs(t-this.sleft)<3||Math.abs(t-this.sright)<3?this.model.ew_cursor:Math.abs(i-this.sbottom)<3||Math.abs(i-this.stop)<3?this.model.ns_cursor:t>this.sleft&&t<this.sright&&i>this.stop&&i<this.sbottom?this.model.in_cursor:null},i}(o.AnnotationView);e.BoxAnnotationView=u,u.__name__=\"BoxAnnotationView\";var d=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_BoxAnnotation=function(){this.prototype.default_view=u,this.mixins([\"line\",\"fill\"]),this.define({render_mode:[r.RenderMode,\"canvas\"],x_range_name:[r.String,\"default\"],y_range_name:[r.String,\"default\"],top:[r.Number,null],top_units:[r.SpatialUnits,\"data\"],bottom:[r.Number,null],bottom_units:[r.SpatialUnits,\"data\"],left:[r.Number,null],left_units:[r.SpatialUnits,\"data\"],right:[r.Number,null],right_units:[r.SpatialUnits,\"data\"]}),this.internal({screen:[r.Boolean,!1],ew_cursor:[r.String,null],ns_cursor:[r.String,null],in_cursor:[r.String,null]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.data_update=new n.Signal0(this,\"data_update\")},i.prototype.update=function(t){var i=t.left,e=t.right,s=t.top,o=t.bottom;this.setv({left:i,right:e,top:s,bottom:o,screen:!0},{silent:!0}),this.data_update.emit()},i}(o.Annotation);e.BoxAnnotation=d,d.__name__=\"BoxAnnotation\",d.init_BoxAnnotation()},\n",
       "      function _(n,o,a){n(164),n(163).styles.append(\".bk-root .bk-shading {\\n  position: absolute;\\n  display: block;\\n  border: 1px dashed green;\\n}\\n\"),a.bk_annotation=\"bk-annotation\",a.bk_shading=\"bk-shading\",a.bk_annotation_child=\"bk-annotation-child\"},\n",
       "      function _(t,e,i){var o=t(113),r=t(131),a=t(204),n=t(208),l=t(210),s=t(215),_=t(224),h=t(225),m=t(121),d=t(226),c=t(110),u=t(114),p=t(125),f=t(109),g=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._set_canvas_image()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(){return e.plot_view.request_render()}),this.connect(this.model.ticker.change,function(){return e.plot_view.request_render()}),this.connect(this.model.formatter.change,function(){return e.plot_view.request_render()}),null!=this.model.color_mapper&&this.connect(this.model.color_mapper.change,function(){e._set_canvas_image(),e.plot_view.request_render()})},e.prototype._get_size=function(){if(null==this.model.color_mapper)return{width:0,height:0};var t=this.compute_legend_dimensions();return{width:t.width,height:t.height}},e.prototype._set_canvas_image=function(){var t,e;if(null!=this.model.color_mapper){var i,o,r=this.model.color_mapper.palette;switch(\"vertical\"==this.model.orientation&&(r=c.reversed(r)),this.model.orientation){case\"vertical\":i=(t=[1,r.length])[0],o=t[1];break;case\"horizontal\":i=(e=[r.length,1])[0],o=e[1];break;default:throw new Error(\"unreachable code\")}var a=document.createElement(\"canvas\");a.width=i,a.height=o;var n=a.getContext(\"2d\"),s=n.getImageData(0,0,i,o),_=new l.LinearColorMapper({palette:r}).rgba_mapper.v_compute(c.range(0,r.length));s.data.set(_),n.putImageData(s,0,0),this.image=a}},e.prototype.compute_legend_dimensions=function(){var t,e,i=this._computed_image_dimensions(),o=[i.height,i.width],r=o[0],a=o[1],n=this._get_label_extent(),l=this._title_extent(),s=this._tick_extent(),_=this.model.padding;switch(this.model.orientation){case\"vertical\":t=r+l+2*_,e=a+s+n+2*_;break;case\"horizontal\":t=r+l+s+n+2*_,e=a+2*_;break;default:throw new Error(\"unreachable code\")}return{width:e,height:t}},e.prototype.compute_legend_location=function(){var t,e,i=this.compute_legend_dimensions(),o=[i.height,i.width],r=o[0],a=o[1],n=this.model.margin,l=null!=this.panel?this.panel:this.plot_view.frame,s=l.bbox.ranges,_=s[0],h=s[1],m=this.model.location;if(f.isString(m))switch(m){case\"top_left\":t=_.start+n,e=h.start+n;break;case\"top_center\":t=(_.end+_.start)/2-a/2,e=h.start+n;break;case\"top_right\":t=_.end-n-a,e=h.start+n;break;case\"bottom_right\":t=_.end-n-a,e=h.end-n-r;break;case\"bottom_center\":t=(_.end+_.start)/2-a/2,e=h.end-n-r;break;case\"bottom_left\":t=_.start+n,e=h.end-n-r;break;case\"center_left\":t=_.start+n,e=(h.end+h.start)/2-r/2;break;case\"center\":t=(_.end+_.start)/2-a/2,e=(h.end+h.start)/2-r/2;break;case\"center_right\":t=_.end-n-a,e=(h.end+h.start)/2-r/2;break;default:throw new Error(\"unreachable code\")}else{if(!f.isArray(m)||2!=m.length)throw new Error(\"unreachable code\");var d=m[0],c=m[1];t=l.xview.compute(d),e=l.yview.compute(c)-r}return{sx:t,sy:e}},e.prototype.render=function(){if(this.model.visible&&null!=this.model.color_mapper){var t=this.plot_view.canvas_view.ctx;t.save();var e=this.compute_legend_location(),i=e.sx,o=e.sy;t.translate(i,o),this._draw_bbox(t);var r=this._get_image_offset();if(t.translate(r.x,r.y),this._draw_image(t),null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high){var a=this.tick_info();this._draw_major_ticks(t,a),this._draw_minor_ticks(t,a),this._draw_major_labels(t,a)}this.model.title&&this._draw_title(t),t.restore()}},e.prototype._draw_bbox=function(t){var e=this.compute_legend_dimensions();t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(0,0,e.width,e.height)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_image=function(t){var e=this._computed_image_dimensions();t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this.image,0,0,e.width,e.height),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_major_ticks=function(t,e){if(this.visuals.major_tick_line.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=e.coords.major,h=_[0],m=_[1],d=this.model.major_tick_in,c=this.model.major_tick_out;t.save(),t.translate(l,s),this.visuals.major_tick_line.set_value(t);for(var u=0,p=h.length;u<p;u++)t.beginPath(),t.moveTo(Math.round(h[u]+o*c),Math.round(m[u]+r*c)),t.lineTo(Math.round(h[u]-o*d),Math.round(m[u]-r*d)),t.stroke();t.restore()}},e.prototype._draw_minor_ticks=function(t,e){if(this.visuals.minor_tick_line.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=e.coords.minor,h=_[0],m=_[1],d=this.model.minor_tick_in,c=this.model.minor_tick_out;t.save(),t.translate(l,s),this.visuals.minor_tick_line.set_value(t);for(var u=0,p=h.length;u<p;u++)t.beginPath(),t.moveTo(Math.round(h[u]+o*c),Math.round(m[u]+r*c)),t.lineTo(Math.round(h[u]-o*d),Math.round(m[u]-r*d)),t.stroke();t.restore()}},e.prototype._draw_major_labels=function(t,e){if(this.visuals.major_label_text.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=this.model.label_standoff+this._tick_extent(),h=[_*o,_*r],m=h[0],d=h[1],c=e.coords.major,u=c[0],p=c[1],f=e.labels.major;this.visuals.major_label_text.set_value(t),t.save(),t.translate(l+m,s+d);for(var g=0,v=u.length;g<v;g++)t.fillText(f[g],Math.round(u[g]+o*this.model.label_standoff),Math.round(p[g]+r*this.model.label_standoff));t.restore()}},e.prototype._draw_title=function(t){this.visuals.title_text.doit&&(t.save(),this.visuals.title_text.set_value(t),t.fillText(this.model.title,0,-this.model.title_standoff),t.restore())},e.prototype._get_label_extent=function(){var t,e=this.tick_info().labels.major;if(null==this.model.color_mapper.low||null==this.model.color_mapper.high||p.isEmpty(e))t=0;else{var i=this.plot_view.canvas_view.ctx;switch(i.save(),this.visuals.major_label_text.set_value(i),this.model.orientation){case\"vertical\":t=c.max(e.map(function(t){return i.measureText(t.toString()).width}));break;case\"horizontal\":t=d.measure_font(this.visuals.major_label_text.font_value()).height;break;default:throw new Error(\"unreachable code\")}t+=this.model.label_standoff,i.restore()}return t},e.prototype._get_image_offset=function(){return{x:this.model.padding,y:this.model.padding+this._title_extent()}},e.prototype._normals=function(){return\"vertical\"==this.model.orientation?[1,0]:[0,1]},e.prototype._title_extent=function(){var t=this.model.title_text_font+\" \"+this.model.title_text_font_size+\" \"+this.model.title_text_font_style;return this.model.title?d.measure_font(t).height+this.model.title_standoff:0},e.prototype._tick_extent=function(){return null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high?c.max([this.model.major_tick_out,this.model.minor_tick_out]):0},e.prototype._computed_image_dimensions=function(){var t,e,i=this.plot_view.frame._height.value,o=this.plot_view.frame._width.value,r=this._title_extent();switch(this.model.orientation){case\"vertical\":\"auto\"==this.model.height?null!=this.panel?t=i-2*this.model.padding-r:(t=c.max([25*this.model.color_mapper.palette.length,.3*i]),t=c.min([t,.8*i-2*this.model.padding-r])):t=this.model.height,e=\"auto\"==this.model.width?25:this.model.width;break;case\"horizontal\":t=\"auto\"==this.model.height?25:this.model.height,\"auto\"==this.model.width?null!=this.panel?e=o-2*this.model.padding:(e=c.max([25*this.model.color_mapper.palette.length,.3*o]),e=c.min([e,.8*o-2*this.model.padding])):e=this.model.width;break;default:throw new Error(\"unreachable code\")}return{width:e,height:t}},e.prototype._tick_coordinate_scale=function(t){var e={source_range:new h.Range1d({start:this.model.color_mapper.low,end:this.model.color_mapper.high}),target_range:new h.Range1d({start:0,end:t})};switch(this.model.color_mapper.type){case\"LinearColorMapper\":return new s.LinearScale(e);case\"LogColorMapper\":return new _.LogScale(e);default:throw new Error(\"unreachable code\")}},e.prototype._format_major_labels=function(t,e){for(var i=this.model.formatter.doFormat(t,null),o=0,r=e.length;o<r;o++)e[o]in this.model.major_label_overrides&&(i[o]=this.model.major_label_overrides[e[o]]);return i},e.prototype.tick_info=function(){var t,e=this._computed_image_dimensions();switch(this.model.orientation){case\"vertical\":t=e.height;break;case\"horizontal\":t=e.width;break;default:throw new Error(\"unreachable code\")}for(var i=this._tick_coordinate_scale(t),o=this._normals(),r=o[0],a=o[1],n=[this.model.color_mapper.low,this.model.color_mapper.high],l=n[0],s=n[1],_=this.model.ticker.get_ticks(l,s,null,null,this.model.ticker.desired_num_ticks),h=_.major,m=_.minor,d=[[],[]],c=[[],[]],p=0,f=h.length;p<f;p++)h[p]<l||h[p]>s||(d[r].push(h[p]),d[a].push(0));for(p=0,f=m.length;p<f;p++)m[p]<l||m[p]>s||(c[r].push(m[p]),c[a].push(0));var g={major:this._format_major_labels(d[r],h)},v={major:[[],[]],minor:[[],[]]};return v.major[r]=i.v_compute(d[r]),v.minor[r]=i.v_compute(c[r]),v.major[a]=d[a],v.minor[a]=c[a],\"vertical\"==this.model.orientation&&(v.major[r]=u.map(v.major[r],function(e){return t-e}),v.minor[r]=u.map(v.minor[r],function(e){return t-e})),{coords:v,labels:g}},e}(r.AnnotationView);i.ColorBarView=g,g.__name__=\"ColorBarView\";var v=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_ColorBar=function(){this.prototype.default_view=g,this.mixins([\"text:major_label_\",\"text:title_\",\"line:major_tick_\",\"line:minor_tick_\",\"line:border_\",\"line:bar_\",\"fill:background_\"]),this.define({location:[m.Any,\"top_right\"],orientation:[m.Orientation,\"vertical\"],title:[m.String],title_standoff:[m.Number,2],width:[m.Any,\"auto\"],height:[m.Any,\"auto\"],scale_alpha:[m.Number,1],ticker:[m.Instance,function(){return new a.BasicTicker}],formatter:[m.Instance,function(){return new n.BasicTickFormatter}],major_label_overrides:[m.Any,{}],color_mapper:[m.Instance],label_standoff:[m.Number,5],margin:[m.Number,30],padding:[m.Number,10],major_tick_in:[m.Number,5],major_tick_out:[m.Number,0],minor_tick_in:[m.Number,0],minor_tick_out:[m.Number,0]}),this.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_align:\"center\",major_label_text_baseline:\"middle\",major_label_text_font_size:\"8pt\",major_tick_line_color:\"#ffffff\",minor_tick_line_color:null,title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e}(r.Annotation);i.ColorBar=v,v.__name__=\"ColorBar\",v.init_ColorBar()},\n",
       "      function _(i,n,c){var e=i(113),t=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n}(i(205).AdaptiveTicker);c.BasicTicker=t,t.__name__=\"BasicTicker\"},\n",
       "      function _(t,i,a){var e=t(113),n=t(206),s=t(110),r=t(121);var h=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_AdaptiveTicker=function(){this.define({base:[r.Number,10],mantissas:[r.Array,[1,2,5]],min_interval:[r.Number,0],max_interval:[r.Number]})},i.prototype.initialize=function(){t.prototype.initialize.call(this);var i=s.nth(this.mantissas,-1)/this.base,a=s.nth(this.mantissas,0)*this.base;this.extended_mantissas=e.__spreadArrays([i],this.mantissas,[a]),this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()},i.prototype.get_interval=function(t,i,a){var e,n,r=i-t,h=this.get_ideal_interval(t,i,a),_=Math.floor((e=h/this.base_factor,void 0===(n=this.base)&&(n=Math.E),Math.log(e)/Math.log(n))),o=Math.pow(this.base,_)*this.base_factor,m=this.extended_mantissas,c=m.map(function(t){return Math.abs(a-r/(t*o))});return function(t,i,a){return Math.max(i,Math.min(a,t))}(m[s.argmin(c)]*o,this.get_min_interval(),this.get_max_interval())},i}(n.ContinuousTicker);a.AdaptiveTicker=h,h.__name__=\"AdaptiveTicker\",h.init_AdaptiveTicker()},\n",
       "      function _(t,n,i){var r=t(113),e=t(207),o=t(121),u=t(110),_=t(109),s=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_ContinuousTicker=function(){this.define({num_minor_ticks:[o.Number,5],desired_num_ticks:[o.Number,6]})},n.prototype.get_ticks=function(t,n,i,r,e){return this.get_ticks_no_defaults(t,n,r,this.desired_num_ticks)},n.prototype.get_ticks_no_defaults=function(t,n,i,r){var e=this.get_interval(t,n,r),o=Math.floor(t/e),s=Math.ceil(n/e),a=(_.isStrictNaN(o)||_.isStrictNaN(s)?[]:u.range(o,s+1)).map(function(t){return t*e}).filter(function(i){return t<=i&&i<=n}),c=this.num_minor_ticks,l=[];if(c>0&&a.length>0){for(var f=e/c,h=u.range(0,c).map(function(t){return t*f}),m=0,p=h.slice(1);m<p.length;m++){var g=p[m],v=a[0]-g;t<=v&&v<=n&&l.push(v)}for(var k=0,d=a;k<d.length;k++)for(var N=d[k],y=0,T=h;y<T.length;y++){g=T[y];t<=(v=N+g)&&v<=n&&l.push(v)}}return{major:a,minor:l}},n.prototype.get_min_interval=function(){return this.min_interval},n.prototype.get_max_interval=function(){return null!=this.max_interval?this.max_interval:1/0},n.prototype.get_ideal_interval=function(t,n,i){return(n-t)/i},n}(e.Ticker);i.ContinuousTicker=s,s.__name__=\"ContinuousTicker\",s.init_ContinuousTicker()},\n",
       "      function _(n,e,t){var i=n(113),r=function(n){function e(e){return n.call(this,e)||this}return i.__extends(e,n),e}(n(166).Model);t.Ticker=r,r.__name__=\"Ticker\"},\n",
       "      function _(i,e,t){var r=i(113),n=i(209),o=i(121),a=i(109),c=function(i){function e(e){var t=i.call(this,e)||this;return t.last_precision=3,t}return r.__extends(e,i),e.init_BasicTickFormatter=function(){this.define({precision:[o.Any,\"auto\"],use_scientific:[o.Boolean,!0],power_limit_high:[o.Number,5],power_limit_low:[o.Number,-3]})},Object.defineProperty(e.prototype,\"scientific_limit_low\",{get:function(){return Math.pow(10,this.power_limit_low)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"scientific_limit_high\",{get:function(){return Math.pow(10,this.power_limit_high)},enumerable:!0,configurable:!0}),e.prototype.doFormat=function(i,e){if(0==i.length)return[];var t=0;i.length>=2&&(t=Math.abs(i[1]-i[0])/1e4);var r=!1;if(this.use_scientific)for(var n=0,o=i;n<o.length;n++){var c=o[n],l=Math.abs(c);if(l>t&&(l>=this.scientific_limit_high||l<=this.scientific_limit_low)){r=!0;break}}var s=new Array(i.length),f=this.precision;if(null==f||a.isNumber(f))if(r)for(var h=0,_=i.length;h<_;h++)s[h]=i[h].toExponential(f||void 0);else for(h=0,_=i.length;h<_;h++)s[h]=i[h].toFixed(f||void 0).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\");else for(var p=this.last_precision,u=this.last_precision<=15;u?p<=15:p>=15;u?p++:p--){var m=!0;if(r){for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toExponential(p),h>0&&s[h]===s[h-1]){m=!1;break}if(m)break}else{for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toFixed(p).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\"),h>0&&s[h]==s[h-1]){m=!1;break}if(m)break}if(m){this.last_precision=p;break}}return s},e}(n.TickFormatter);t.BasicTickFormatter=c,c.__name__=\"BasicTickFormatter\",c.init_BasicTickFormatter()},\n",
       "      function _(t,n,r){var e=t(113),i=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n}(t(166).Model);r.TickFormatter=i,i.__name__=\"TickFormatter\"},\n",
       "      function _(o,n,l){var r=o(113),t=o(211),i=o(114),e=function(o){function n(n){return o.call(this,n)||this}return r.__extends(n,o),n.prototype._v_compute=function(o,n,l,r){for(var t=r.nan_color,e=r.low_color,h=r.high_color,a=null!=this.low?this.low:i.min(o),u=null!=this.high?this.high:i.max(o),_=l.length-1,s=1/(u-a),c=1/l.length,p=0,f=o.length;p<f;p++){var g=o[p];if(isNaN(g))n[p]=t;else if(g!=u){var v=(g-a)*s,m=Math.floor(v/c);n[p]=m<0?null!=e?e:l[0]:m>_?null!=h?h:l[_]:l[m]}else n[p]=l[_]}},n}(t.ContinuousColorMapper);l.LinearColorMapper=e,e.__name__=\"LinearColorMapper\"},\n",
       "      function _(o,r,i){var l=o(113),n=o(212),t=o(121),u=function(o){function r(r){return o.call(this,r)||this}return l.__extends(r,o),r.init_ContinuousColorMapper=function(){this.define({high:[t.Number],low:[t.Number],high_color:[t.Color],low_color:[t.Color]})},r.prototype._colors=function(r){return Object.assign(Object.assign({},o.prototype._colors.call(this,r)),{low_color:null!=this.low_color?r(this.low_color):void 0,high_color:null!=this.high_color?r(this.high_color):void 0})},r}(n.ColorMapper);i.ContinuousColorMapper=u,u.__name__=\"ContinuousColorMapper\",u.init_ContinuousColorMapper()},\n",
       "      function _(t,r,n){var e=t(113),o=t(213),i=t(121),a=t(109),u=t(123),_=t(197);function c(t){return a.isNumber(t)?t:(\"#\"!=t[0]&&(t=u.color2hex(t)),9!=t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))}function l(t){for(var r=new Uint32Array(t.length),n=0,e=t.length;n<e;n++)r[n]=c(t[n]);return r}function p(t){if(_.is_little_endian)for(var r=new DataView(t.buffer),n=0,e=t.length;n<e;n++)r.setUint32(4*n,t[n]);return new Uint8Array(t.buffer)}n._convert_color=c,n._convert_palette=l,n._uint32_to_rgba=p;var f=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_ColorMapper=function(){this.define({palette:[i.Any],nan_color:[i.Color,\"gray\"]})},r.prototype.v_compute=function(t){var r=new Array(t.length);return this._v_compute(t,r,this.palette,this._colors(function(t){return t})),r},Object.defineProperty(r.prototype,\"rgba_mapper\",{get:function(){var t=this,r=l(this.palette),n=this._colors(c);return{v_compute:function(e){var o=new Uint32Array(e.length);return t._v_compute(e,o,r,n),p(o)}}},enumerable:!0,configurable:!0}),r.prototype._colors=function(t){return{nan_color:t(this.nan_color)}},r}(o.Mapper);n.ColorMapper=f,f.__name__=\"ColorMapper\",f.init_ColorMapper()},\n",
       "      function _(n,r,t){var e=n(113),o=function(n){function r(r){return n.call(this,r)||this}return e.__extends(r,n),r.prototype.compute=function(n){throw new Error(\"mapping single values is not supported\")},r}(n(214).Transform);t.Mapper=o,o.__name__=\"Mapper\"},\n",
       "      function _(n,r,t){var _=n(113),e=function(n){function r(r){return n.call(this,r)||this}return _.__extends(r,n),r}(n(166).Model);t.Transform=e,e.__name__=\"Transform\"},\n",
       "      function _(t,e,r){var n=t(113),o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.compute=function(t){var e=this._compute_state();return e[0]*t+e[1]},e.prototype.v_compute=function(t){for(var e=this._compute_state(),r=e[0],n=e[1],o=new Float64Array(t.length),a=0;a<t.length;a++)o[a]=r*t[a]+n;return o},e.prototype.invert=function(t){var e=this._compute_state(),r=e[0];return(t-e[1])/r},e.prototype.v_invert=function(t){for(var e=this._compute_state(),r=e[0],n=e[1],o=new Float64Array(t.length),a=0;a<t.length;a++)o[a]=(t[a]-n)/r;return o},e.prototype._compute_state=function(){var t=this.source_range.start,e=this.source_range.end,r=this.target_range.start,n=(this.target_range.end-r)/(e-t);return[n,-n*t+r]},e}(t(216).Scale);r.LinearScale=o,o.__name__=\"LinearScale\"},\n",
       "      function _(t,e,n){var r=t(113),i=t(217),s=t(121),c=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_Scale=function(){this.internal({source_range:[s.Any],target_range:[s.Any]})},e.prototype.r_compute=function(t,e){return this.target_range.is_reversed?[this.compute(e),this.compute(t)]:[this.compute(t),this.compute(e)]},e.prototype.r_invert=function(t,e){return this.target_range.is_reversed?[this.invert(e),this.invert(t)]:[this.invert(t),this.invert(e)]},e}(i.Transform);n.Scale=c,c.__name__=\"Scale\",c.init_Scale()},\n",
       "      function _(r,o,t){var a=r(218);t.CustomJSTransform=a.CustomJSTransform;var e=r(219);t.Dodge=e.Dodge;var n=r(220);t.Interpolator=n.Interpolator;var p=r(221);t.Jitter=p.Jitter;var v=r(222);t.LinearInterpolator=v.LinearInterpolator;var l=r(223);t.StepInterpolator=l.StepInterpolator;var m=r(214);t.Transform=m.Transform},\n",
       "      function _(t,r,e){var n=t(113),s=t(214),o=t(121),i=t(125),a=t(127),u=function(r){function e(t){return r.call(this,t)||this}return n.__extends(e,r),e.init_CustomJSTransform=function(){this.define({args:[o.Any,{}],func:[o.String,\"\"],v_func:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(e.prototype,\"names\",{get:function(){return i.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"values\",{get:function(){return i.values(this.args)},enumerable:!0,configurable:!0}),e.prototype._make_transform=function(t,r){var e=this.use_strict?a.use_strict(r):r;return new(Function.bind.apply(Function,n.__spreadArrays([void 0],this.names,[t,\"require\",\"exports\",e])))},Object.defineProperty(e.prototype,\"scalar_transform\",{get:function(){return this._make_transform(\"x\",this.func)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"vector_transform\",{get:function(){return this._make_transform(\"xs\",this.v_func)},enumerable:!0,configurable:!0}),e.prototype.compute=function(r){return this.scalar_transform.apply(this,n.__spreadArrays(this.values,[r,t,{}]))},e.prototype.v_compute=function(r){return this.vector_transform.apply(this,n.__spreadArrays(this.values,[r,t,{}]))},e}(s.Transform);e.CustomJSTransform=u,u.__name__=\"CustomJSTransform\",u.init_CustomJSTransform()},\n",
       "      function _(e,t,n){var r=e(113),i=e(214),o=e(184),u=e(121),a=e(109),c=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_Dodge=function(){this.define({value:[u.Number,0],range:[u.Instance]})},t.prototype.v_compute=function(e){var t;if(this.range instanceof o.FactorRange)t=this.range.v_synthetic(e);else{if(!a.isArrayableOf(e,a.isNumber))throw new Error(\"unexpected\");t=e}for(var n=new Float64Array(t.length),r=0;r<t.length;r++){var i=t[r];n[r]=this._compute(i)}return n},t.prototype.compute=function(e){if(this.range instanceof o.FactorRange)return this._compute(this.range.synthetic(e));if(a.isNumber(e))return this._compute(e);throw new Error(\"unexpected\")},t.prototype._compute=function(e){return e+this.value},t}(i.Transform);n.Dodge=c,c.__name__=\"Dodge\",c.init_Dodge()},\n",
       "      function _(t,r,n){var e=t(113),o=t(214),i=t(121),s=t(110),a=t(109),h=function(t){function r(r){var n=t.call(this,r)||this;return n._sorted_dirty=!0,n}return e.__extends(r,t),r.init_Interpolator=function(){this.define({x:[i.Any],y:[i.Any],data:[i.Any],clip:[i.Boolean,!0]})},r.prototype.connect_signals=function(){var r=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return r._sorted_dirty=!0})},r.prototype.v_compute=function(t){for(var r=new Float64Array(t.length),n=0;n<t.length;n++){var e=t[n];r[n]=this.compute(e)}return r},r.prototype.sort=function(t){if(void 0===t&&(t=!1),this._sorted_dirty){var r,n;if(a.isString(this.x)&&a.isString(this.y)&&null!=this.data){var e=this.data.columns();if(!s.includes(e,this.x))throw new Error(\"The x parameter does not correspond to a valid column name defined in the data parameter\");if(!s.includes(e,this.y))throw new Error(\"The y parameter does not correspond to a valid column name defined in the data parameter\");r=this.data.get_column(this.x),n=this.data.get_column(this.y)}else{if(!a.isArray(this.x)||!a.isArray(this.y))throw new Error(\"parameters 'x' and 'y' must be both either string fields or arrays\");r=this.x,n=this.y}if(r.length!==n.length)throw new Error(\"The length for x and y do not match\");if(r.length<2)throw new Error(\"x and y must have at least two elements to support interpolation\");var o=[];for(var i in r)o.push({x:r[i],y:n[i]});t?o.sort(function(t,r){return t.x>r.x?-1:t.x==r.x?0:1}):o.sort(function(t,r){return t.x<r.x?-1:t.x==r.x?0:1}),this._x_sorted=[],this._y_sorted=[];for(var h=0,d=o;h<d.length;h++){var l=d[h],c=l.x,u=l.y;this._x_sorted.push(c),this._y_sorted.push(u)}this._sorted_dirty=!1}},r}(o.Transform);n.Interpolator=h,h.__name__=\"Interpolator\",h.init_Interpolator()},\n",
       "      function _(t,e,r){var i=t(113),n=t(214),s=t(184),o=t(109),u=t(121),a=t(111),h=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Jitter=function(){this.define({mean:[u.Number,0],width:[u.Number,1],distribution:[u.Distribution,\"uniform\"],range:[u.Instance]}),this.internal({previous_values:[u.Array]})},e.prototype.v_compute=function(t){if(null!=this.previous_values&&this.previous_values.length==t.length)return this.previous_values;var e;if(this.range instanceof s.FactorRange)e=this.range.v_synthetic(t);else{if(!o.isArrayableOf(t,o.isNumber))throw new Error(\"unexpected\");e=t}for(var r=new Float64Array(e.length),i=0;i<e.length;i++){var n=e[i];r[i]=this._compute(n)}return this.previous_values=r,r},e.prototype.compute=function(t){if(this.range instanceof s.FactorRange)return this._compute(this.range.synthetic(t));if(o.isNumber(t))return this._compute(t);throw new Error(\"unexpected\")},e.prototype._compute=function(t){switch(this.distribution){case\"uniform\":return t+this.mean+(a.random()-.5)*this.width;case\"normal\":return t+a.rnorm(this.mean,this.width)}},e}(n.Transform);r.Jitter=h,h.__name__=\"Jitter\",h.init_Jitter()},\n",
       "      function _(t,r,_){var e=t(113),s=t(110),i=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.prototype.compute=function(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];var r=s.find_last_index(this._x_sorted,function(r){return r<t}),_=this._x_sorted[r],e=this._x_sorted[r+1],i=this._y_sorted[r],o=this._y_sorted[r+1];return i+(t-_)/(e-_)*(o-i)},r}(t(220).Interpolator);_.LinearInterpolator=i,i.__name__=\"LinearInterpolator\"},\n",
       "      function _(t,e,r){var n=t(113),i=t(220),o=t(121),s=t(110),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_StepInterpolator=function(){this.define({mode:[o.StepMode,\"after\"]})},e.prototype.compute=function(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}var e;switch(this.mode){case\"after\":e=s.find_last_index(this._x_sorted,function(e){return t>=e});break;case\"before\":e=s.find_index(this._x_sorted,function(e){return t<=e});break;case\"center\":var r=this._x_sorted.map(function(e){return Math.abs(e-t)}),n=s.min(r);e=s.find_index(r,function(t){return n===t});break;default:throw new Error(\"unknown mode: \"+this.mode)}return-1!=e?this._y_sorted[e]:NaN},e}(i.Interpolator);r.StepInterpolator=_,_.__name__=\"StepInterpolator\",_.init_StepInterpolator()},\n",
       "      function _(t,e,a){var r=t(113),o=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.prototype.compute=function(t){var e,a=this._compute_state(),r=a[0],o=a[1],n=a[2],i=a[3];if(0==n)e=0;else{var h=(Math.log(t)-i)/n;e=isFinite(h)?h*r+o:NaN}return e},e.prototype.v_compute=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length);if(0==o)for(var h=0;h<t.length;h++)i[h]=0;else for(h=0;h<t.length;h++){var _=(Math.log(t[h])-n)/o,l=void 0;l=isFinite(_)?_*a+r:NaN,i[h]=l}return i},e.prototype.invert=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=(t-r)/a;return Math.exp(o*i+n)},e.prototype.v_invert=function(t){for(var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length),h=0;h<t.length;h++){var _=(t[h]-r)/a;i[h]=Math.exp(o*_+n)}return i},e.prototype._get_safe_factor=function(t,e){var a,r=t<0?0:t,o=e<0?0:e;if(r==o)if(0==r)r=(a=[1,10])[0],o=a[1];else{var n=Math.log(r)/Math.log(10);r=Math.pow(10,Math.floor(n)),o=Math.ceil(n)!=Math.floor(n)?Math.pow(10,Math.ceil(n)):Math.pow(10,Math.ceil(n)+1)}return[r,o]},e.prototype._compute_state=function(){var t,e,a=this.source_range.start,r=this.source_range.end,o=this.target_range.start,n=this.target_range.end-o,i=this._get_safe_factor(a,r),h=i[0],_=i[1];return 0==h?(t=Math.log(_),e=0):(t=Math.log(_)-Math.log(h),e=Math.log(h)),[n,o,t,e]},e}(t(216).Scale);a.LogScale=o,o.__name__=\"LogScale\"},\n",
       "      function _(t,e,s){var n=t(113),i=t(185),r=t(121),a=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Range1d=function(){this.define({start:[r.Number,0],end:[r.Number,1],reset_start:[r.Number],reset_end:[r.Number]})},e.prototype._set_auto_bounds=function(){if(\"auto\"==this.bounds){var t=Math.min(this.reset_start,this.reset_end),e=Math.max(this.reset_start,this.reset_end);this.setv({bounds:[t,e]},{silent:!0})}},e.prototype.initialize=function(){t.prototype.initialize.call(this),null==this.reset_start&&(this.reset_start=this.start),null==this.reset_end&&(this.reset_end=this.end),this._set_auto_bounds()},Object.defineProperty(e.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),e.prototype.reset=function(){this._set_auto_bounds(),this.start!=this.reset_start||this.end!=this.reset_end?this.setv({start:this.reset_start,end:this.reset_end}):this.change.emit()},e}(i.Range);s.Range1d=a,a.__name__=\"Range1d\",a.init_Range1d()},\n",
       "      function _(t,e,i){var n=t(163),l={};i.measure_font=function(t){if(null!=l[t])return l[t];var e=n.span({style:{font:t}},\"Hg\"),i=n.div({style:{display:\"inline-block\",width:\"1px\",height:\"0px\"}}),o=n.div({},e,i);document.body.appendChild(o);try{i.style.verticalAlign=\"baseline\";var r=n.offset(i).top-n.offset(e).top;i.style.verticalAlign=\"bottom\";var d=n.offset(i).top-n.offset(e).top,a={height:d,ascent:r,descent:d-r};return l[t]=a,a}finally{document.body.removeChild(o)}};var o={};i.measure_text=function(t,e){var i=o[e];if(null!=i){var l=i[t];if(null!=l)return l}else o[e]={};var r=n.div({style:{display:\"inline-block\",\"white-space\":\"nowrap\",font:e}},t);document.body.appendChild(r);try{var d=r.getBoundingClientRect(),a=d.width,f=d.height;return o[e][t]={width:a,height:f},{width:a,height:f}}finally{document.body.removeChild(r)}}},\n",
       "      function _(e,t,i){var n=e(113),a=e(228),s=e(163),l=e(121),o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals.warm_cache()},t.prototype._get_size=function(){var e=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(e);var t=e.measureText(this.model.text);return{width:t.width,height:t.ascent}},t.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||s.undisplay(this.el),this.model.visible){var e;switch(this.model.angle_units){case\"rad\":e=-this.model.angle;break;case\"deg\":e=-this.model.angle*Math.PI/180;break;default:throw new Error(\"unreachable code\")}var t=null!=this.panel?this.panel:this.plot_view.frame,i=this.plot_view.frame.xscales[this.model.x_range_name],n=this.plot_view.frame.yscales[this.model.y_range_name],a=\"data\"==this.model.x_units?i.compute(this.model.x):t.xview.compute(this.model.x),l=\"data\"==this.model.y_units?n.compute(this.model.y):t.yview.compute(this.model.y);a+=this.model.x_offset,l-=this.model.y_offset,(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,this.model.text,a,l,e)}},t}(a.TextAnnotationView);i.LabelView=o,o.__name__=\"LabelView\";var r=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Label=function(){this.prototype.default_view=o,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[l.Number],x_units:[l.SpatialUnits,\"data\"],y:[l.Number],y_units:[l.SpatialUnits,\"data\"],text:[l.String],angle:[l.Angle,0],angle_units:[l.AngleUnits,\"rad\"],x_offset:[l.Number,0],y_offset:[l.Number,0],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},t}(a.TextAnnotation);i.Label=r,r.__name__=\"Label\",r.init_Label()},\n",
       "      function _(t,e,i){var s=t(113),n=t(131),l=t(163),a=t(121),o=t(226),r=t(202),u=function(t){function e(){var e=t.apply(this,arguments)||this;return e.rotate=!0,e}return s.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),\"css\"==this.model.render_mode&&(this.el.classList.add(r.bk_annotation),this.plot_view.canvas_overlays.appendChild(this.el))},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?this.connect(this.model.change,function(){return e.render()}):this.connect(this.model.change,function(){return e.plot_view.request_render()})},e.prototype._calculate_text_dimensions=function(t,e){return[t.measureText(e).width,o.measure_font(this.visuals.text.font_value()).height]},e.prototype._calculate_bounding_box_dimensions=function(t,e){var i,s,n=this._calculate_text_dimensions(t,e),l=n[0],a=n[1];switch(t.textAlign){case\"left\":i=0;break;case\"center\":i=-l/2;break;case\"right\":i=-l;break;default:throw new Error(\"unreachable code\")}switch(t.textBaseline){case\"top\":s=0;break;case\"middle\":s=-.5*a;break;case\"bottom\":s=-1*a;break;case\"alphabetic\":s=-.8*a;break;case\"hanging\":s=-.17*a;break;case\"ideographic\":s=-.83*a;break;default:throw new Error(\"unreachable code\")}return[i,s,l,a]},e.prototype._canvas_text=function(t,e,i,s,n){this.visuals.text.set_value(t);var l=this._calculate_bounding_box_dimensions(t,e);t.save(),t.beginPath(),t.translate(i,s),n&&t.rotate(n),t.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_value(t),t.fillText(e,0,0)),t.restore()},e.prototype._css_text=function(t,e,i,s,n){l.undisplay(this.el),this.visuals.text.set_value(t);var a=this._calculate_bounding_box_dimensions(t,e),o=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_value(t),this.visuals.background_fill.set_value(t),this.el.style.position=\"absolute\",this.el.style.left=i+a[0]+\"px\",this.el.style.top=s+a[1]+\"px\",this.el.style.color=\"\"+this.visuals.text.text_color.value(),this.el.style.opacity=\"\"+this.visuals.text.text_alpha.value(),this.el.style.font=\"\"+this.visuals.text.font_value(),this.el.style.lineHeight=\"normal\",n&&(this.el.style.transform=\"rotate(\"+n+\"rad)\"),this.visuals.background_fill.doit&&(this.el.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(this.el.style.borderStyle=\"\"+o,this.el.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",this.el.style.borderColor=\"\"+this.visuals.border_line.color_value()),this.el.textContent=e,l.display(this.el)},e}(n.AnnotationView);i.TextAnnotationView=u,u.__name__=\"TextAnnotationView\";var h=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_TextAnnotation=function(){this.define({render_mode:[a.RenderMode,\"canvas\"]})},e}(n.Annotation);i.TextAnnotation=h,h.__name__=\"TextAnnotation\",h.init_TextAnnotation()},\n",
       "      function _(t,e,i){var s=t(113),o=t(228),n=t(170),l=t(163),a=t(121),r=t(202),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(){if(t.prototype.initialize.call(this),this.set_data(this.model.source),\"css\"==this.model.render_mode)for(var e=0,i=this._text.length;e<i;e++){var s=l.div({class:r.bk_annotation_child,style:{display:\"none\"}});this.el.appendChild(s)}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?(this.connect(this.model.change,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.streaming,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.patching,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.change,function(){e.set_data(e.model.source),e.render()})):(this.connect(this.model.change,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.streaming,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.patching,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.change,function(){e.set_data(e.model.source),e.plot_view.request_render()}))},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e)},e.prototype._map_data=function(){var t=this.plot_view.frame.xscales[this.model.x_range_name],e=this.plot_view.frame.yscales[this.model.y_range_name],i=null!=this.panel?this.panel:this.plot_view.frame;return[\"data\"==this.model.x_units?t.v_compute(this._x):i.xview.v_compute(this._x),\"data\"==this.model.y_units?e.v_compute(this._y):i.yview.v_compute(this._y)]},e.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible)for(var t=\"canvas\"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),e=this.plot_view.canvas_view.ctx,i=this._map_data(),s=i[0],o=i[1],n=0,a=this._text.length;n<a;n++)t(e,n,this._text[n],s[n]+this._x_offset[n],o[n]-this._y_offset[n],this._angle[n])},e.prototype._get_size=function(){var t=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(t);var e=t.measureText(this._text[0]);return{width:e.width,height:e.ascent}},e.prototype._v_canvas_text=function(t,e,i,s,o,n){this.visuals.text.set_vectorize(t,e);var l=this._calculate_bounding_box_dimensions(t,i);t.save(),t.beginPath(),t.translate(s,o),t.rotate(n),t.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_vectorize(t,e),t.fillText(i,0,0)),t.restore()},e.prototype._v_css_text=function(t,e,i,s,o,n){var a=this.el.children[e];a.textContent=i,this.visuals.text.set_vectorize(t,e);var r=this._calculate_bounding_box_dimensions(t,i),_=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_vectorize(t,e),this.visuals.background_fill.set_vectorize(t,e),a.style.position=\"absolute\",a.style.left=s+r[0]+\"px\",a.style.top=o+r[1]+\"px\",a.style.color=\"\"+this.visuals.text.text_color.value(),a.style.opacity=\"\"+this.visuals.text.text_alpha.value(),a.style.font=\"\"+this.visuals.text.font_value(),a.style.lineHeight=\"normal\",n&&(a.style.transform=\"rotate(\"+n+\"rad)\"),this.visuals.background_fill.doit&&(a.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(a.style.borderStyle=\"\"+_,a.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",a.style.borderColor=\"\"+this.visuals.border_line.color_value()),l.display(a)},e}(o.TextAnnotationView);i.LabelSetView=_,_.__name__=\"LabelSetView\";var c=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_LabelSet=function(){this.prototype.default_view=_,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[a.NumberSpec],y:[a.NumberSpec],x_units:[a.SpatialUnits,\"data\"],y_units:[a.SpatialUnits,\"data\"],text:[a.StringSpec,{field:\"text\"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,{value:0}],y_offset:[a.NumberSpec,{value:0}],source:[a.Instance,function(){return new n.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},e}(o.TextAnnotation);i.LabelSet=c,c.__name__=\"LabelSet\",c.init_LabelSet()},\n",
       "      function _(t,e,i){var l=t(113),n=t(131),r=t(121),a=t(116),s=t(226),h=t(181),o=t(110),_=t(125),d=t(109),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype.cursor=function(t,e){return\"none\"==this.model.click_policy?null:\"pointer\"},Object.defineProperty(e.prototype,\"legend_padding\",{get:function(){return null!=this.visuals.border_line.line_color.value()?this.model.padding:0},enumerable:!0,configurable:!0}),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.plot_view.request_render()}),this.connect(this.model.item_change,function(){return e.plot_view.request_render()})},e.prototype.compute_legend_bbox=function(){var t=this.model.get_legend_names(),e=this.model,i=e.glyph_height,l=e.glyph_width,n=this.model,r=n.label_height,a=n.label_width;this.max_label_height=o.max([s.measure_font(this.visuals.label_text.font_value()).height,r,i]);var c=this.plot_view.canvas_view.ctx;c.save(),this.visuals.label_text.set_value(c),this.text_widths={};for(var g=0,u=t;g<u.length;g++){var m=u[g];this.text_widths[m]=o.max([c.measureText(m).width,a])}this.visuals.title_text.set_value(c),this.title_height=this.model.title?s.measure_font(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?c.measureText(this.model.title).width:0,c.restore();var f,p,b=Math.max(o.max(_.values(this.text_widths)),0),v=this.model.margin,x=this.legend_padding,w=this.model.spacing,y=this.model.label_standoff;if(\"vertical\"==this.model.orientation)f=t.length*this.max_label_height+Math.max(t.length-1,0)*w+2*x+this.title_height,p=o.max([b+l+y+2*x,this.title_width+2*x]);else{var k=2*x+Math.max(t.length-1,0)*w;for(var m in this.text_widths){var N=this.text_widths[m];k+=o.max([N,a])+l+y}p=o.max([this.title_width+2*x,k]),f=this.max_label_height+this.title_height+2*x}var A,L,z=null!=this.panel?this.panel:this.plot_view.frame,B=z.bbox.ranges,T=B[0],M=B[1],P=this.model.location;if(d.isString(P))switch(P){case\"top_left\":A=T.start+v,L=M.start+v;break;case\"top_center\":A=(T.end+T.start)/2-p/2,L=M.start+v;break;case\"top_right\":A=T.end-v-p,L=M.start+v;break;case\"bottom_right\":A=T.end-v-p,L=M.end-v-f;break;case\"bottom_center\":A=(T.end+T.start)/2-p/2,L=M.end-v-f;break;case\"bottom_left\":A=T.start+v,L=M.end-v-f;break;case\"center_left\":A=T.start+v,L=(M.end+M.start)/2-f/2;break;case\"center\":A=(T.end+T.start)/2-p/2,L=(M.end+M.start)/2-f/2;break;case\"center_right\":A=T.end-v-p,L=(M.end+M.start)/2-f/2;break;default:throw new Error(\"unreachable code\")}else{if(!d.isArray(P)||2!=P.length)throw new Error(\"unreachable code\");var S=P[0],V=P[1];A=z.xview.compute(S),L=z.yview.compute(V)-f}return new h.BBox({left:A,top:L,width:p,height:f})},e.prototype.interactive_bbox=function(){return this.compute_legend_bbox()},e.prototype.interactive_hit=function(t,e){return this.interactive_bbox().contains(t,e)},e.prototype.on_hit=function(t,e){for(var i,l,n,r=this.model.glyph_width,a=this.legend_padding,s=this.model.spacing,o=this.model.label_standoff,_=n=a,d=this.compute_legend_bbox(),c=\"vertical\"==this.model.orientation,g=0,u=this.model.items;g<u.length;g++)for(var m=u[g],f=0,p=m.get_labels_list_from_label_prop();f<p.length;f++){var b=p[f],v=d.x+_,x=d.y+n+this.title_height,w=void 0,y=void 0;if(c?(w=(i=[d.width-2*a,this.max_label_height])[0],y=i[1]):(w=(l=[this.text_widths[b]+r+o,this.max_label_height])[0],y=l[1]),new h.BBox({left:v,top:x,width:w,height:y}).contains(t,e)){switch(this.model.click_policy){case\"hide\":for(var k=0,N=m.renderers;k<N.length;k++){(z=N[k]).visible=!z.visible}break;case\"mute\":for(var A=0,L=m.renderers;A<L.length;A++){var z;(z=L[A]).muted=!z.muted}}return!0}c?n+=this.max_label_height+s:_+=this.text_widths[b]+r+o+s}return!1},e.prototype.render=function(){if(this.model.visible&&0!=this.model.items.length){for(var t=0,e=this.model.items;t<e.length;t++){e[t].legend=this.model}var i=this.plot_view.canvas_view.ctx,l=this.compute_legend_bbox();i.save(),this._draw_legend_box(i,l),this._draw_legend_items(i,l),this.model.title&&this._draw_title(i,l),i.restore()}},e.prototype._draw_legend_box=function(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.set_value(t),t.fill(),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke())},e.prototype._draw_legend_items=function(t,e){for(var i=this,l=this.model,n=l.glyph_width,r=l.glyph_height,a=this.legend_padding,s=this.model.spacing,h=this.model.label_standoff,_=a,d=a,c=\"vertical\"==this.model.orientation,g=function(l){var g,m,f=l.get_labels_list_from_label_prop(),p=l.get_field_from_label_prop();if(0==f.length)return\"continue\";for(var b=function(){switch(i.model.click_policy){case\"none\":return!0;case\"hide\":return o.every(l.renderers,function(t){return t.visible});case\"mute\":return o.every(l.renderers,function(t){return!t.muted})}}(),v=0,x=f;v<x.length;v++){var w=x[v],y=e.x+_,k=e.y+d+u.title_height,N=y+n,A=k+r;c?d+=u.max_label_height+s:_+=u.text_widths[w]+n+h+s,u.visuals.label_text.set_value(t),t.fillText(w,N+h,k+u.max_label_height/2);for(var L=0,z=l.renderers;L<z.length;L++){var B=z[L];u.plot_view.renderer_views[B.id].draw_legend(t,y,N,k,A,p,w,l.index)}if(!b){var T=void 0,M=void 0;c?(T=(g=[e.width-2*a,u.max_label_height])[0],M=g[1]):(T=(m=[u.text_widths[w]+n+h,u.max_label_height])[0],M=m[1]),t.beginPath(),t.rect(y,k,T,M),u.visuals.inactive_fill.set_value(t),t.fill()}}},u=this,m=0,f=this.model.items;m<f.length;m++){g(f[m])}},e.prototype._draw_title=function(t,e){this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(this.model.title,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())},e.prototype._get_size=function(){var t=this.compute_legend_bbox(),e=t.width,i=t.height;return{width:e+2*this.model.margin,height:i+2*this.model.margin}},e}(n.AnnotationView);i.LegendView=c,c.__name__=\"LegendView\";var g=function(t){function e(e){return t.call(this,e)||this}return l.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.item_change=new a.Signal0(this,\"item_change\")},e.init_Legend=function(){this.prototype.default_view=c,this.mixins([\"text:label_\",\"text:title_\",\"fill:inactive_\",\"line:border_\",\"fill:background_\"]),this.define({orientation:[r.Orientation,\"vertical\"],location:[r.Any,\"top_right\"],title:[r.String],title_standoff:[r.Number,5],label_standoff:[r.Number,5],glyph_height:[r.Number,20],glyph_width:[r.Number,20],label_height:[r.Number,20],label_width:[r.Number,20],margin:[r.Number,10],padding:[r.Number,10],spacing:[r.Number,3],items:[r.Array,[]],click_policy:[r.Any,\"none\"]}),this.override({border_line_color:\"#e5e5e5\",border_line_alpha:.5,border_line_width:1,background_fill_color:\"#ffffff\",background_fill_alpha:.95,inactive_fill_color:\"white\",inactive_fill_alpha:.7,label_text_font_size:\"10pt\",label_text_baseline:\"middle\",title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e.prototype.get_legend_names=function(){for(var t=[],e=0,i=this.items;e<i.length;e++){var l=i[e].get_labels_list_from_label_prop();t.push.apply(t,l)}return t},e}(n.Annotation);i.Legend=g,g.__name__=\"Legend\",g.init_Legend()},\n",
       "      function _(e,r,n){var t=e(113),l=e(166),i=e(171),o=e(232),a=e(121),s=e(167),_=e(110),u=function(e){function r(r){return e.call(this,r)||this}return t.__extends(r,e),r.init_LegendItem=function(){this.define({label:[a.StringSpec,null],renderers:[a.Array,[]],index:[a.Number,null]})},r.prototype._check_data_sources_on_renderers=function(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;var e=this.renderers[0].data_source;if(null!=e)for(var r=0,n=this.renderers;r<n.length;r++){if(n[r].data_source!=e)return!1}}return!0},r.prototype._check_field_label_on_data_source=function(){var e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;var r=this.renderers[0].data_source;if(null!=r&&!_.includes(r.columns(),e))return!1}return!0},r.prototype.initialize=function(){var r=this;e.prototype.initialize.call(this),this.legend=null,this.connect(this.change,function(){null!=r.legend&&r.legend.item_change.emit()}),this._check_data_sources_on_renderers()||s.logger.error(\"Non matching data sources on legend item renderers\"),this._check_field_label_on_data_source()||s.logger.error(\"Bad column name on label: \"+this.label)},r.prototype.get_field_from_label_prop=function(){var e=this.label;return o.isField(e)?e.field:null},r.prototype.get_labels_list_from_label_prop=function(){if(o.isValue(this.label)){var e=this.label.value;return null!=e?[e]:[]}var r=this.get_field_from_label_prop();if(null!=r){var n=void 0;if(!this.renderers[0]||null==this.renderers[0].data_source)return[\"No source found\"];if((n=this.renderers[0].data_source)instanceof i.ColumnarDataSource){var t=n.get_column(r);return null!=t?_.uniq(Array.from(t)):[\"Invalid field\"]}}return[]},r}(l.Model);n.LegendItem=u,u.__name__=\"LegendItem\",u.init_LegendItem()},\n",
       "      function _(i,n,e){var t=i(109);e.isValue=function(i){return t.isPlainObject(i)&&\"value\"in i},e.isField=function(i){return t.isPlainObject(i)&&\"field\"in i}},\n",
       "      function _(t,i,n){var e=t(113),o=t(131),s=t(116),l=t(121),a=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return i.plot_view.request_render()}),this.connect(this.model.data_update,function(){return i.plot_view.request_render()})},i.prototype.render=function(){if(this.model.visible){var t=this.model,i=t.xs,n=t.ys;if(i.length==n.length&&!(i.length<3||n.length<3)){for(var e=this.plot_view.frame,o=this.plot_view.canvas_view.ctx,s=0,l=i.length;s<l;s++){var a=void 0;if(\"screen\"!=this.model.xs_units)throw new Error(\"not implemented\");a=this.model.screen?i[s]:e.xview.compute(i[s]);var r=void 0;if(\"screen\"!=this.model.ys_units)throw new Error(\"not implemented\");r=this.model.screen?n[s]:e.yview.compute(n[s]),0==s?(o.beginPath(),o.moveTo(a,r)):o.lineTo(a,r)}o.closePath(),this.visuals.line.doit&&(this.visuals.line.set_value(o),o.stroke()),this.visuals.fill.doit&&(this.visuals.fill.set_value(o),o.fill())}}},i}(o.AnnotationView);n.PolyAnnotationView=a,a.__name__=\"PolyAnnotationView\";var r=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_PolyAnnotation=function(){this.prototype.default_view=a,this.mixins([\"line\",\"fill\"]),this.define({xs:[l.Array,[]],xs_units:[l.SpatialUnits,\"data\"],ys:[l.Array,[]],ys_units:[l.SpatialUnits,\"data\"],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.internal({screen:[l.Boolean,!1]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.data_update=new s.Signal0(this,\"data_update\")},i.prototype.update=function(t){var i=t.xs,n=t.ys;this.setv({xs:i,ys:n,screen:!0},{silent:!0}),this.data_update.emit()},i}(o.Annotation);n.PolyAnnotation=r,r.__name__=\"PolyAnnotation\",r.init_PolyAnnotation()},\n",
       "      function _(e,t,n){var i=e(113),o=e(131),l=e(121),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.plot_view.request_render()})},t.prototype.render=function(){this.model.visible&&this._draw_slope()},t.prototype._draw_slope=function(){var e=this.model.gradient,t=this.model.y_intercept;if(null!=e&&null!=t){var n=this.plot_view.frame,i=n.xscales[this.model.x_range_name],o=n.yscales[this.model.y_range_name],l=n._top.value,r=l+n._height.value,a=(o.invert(l)-t)/e,s=(o.invert(r)-t)/e,_=i.compute(a),u=i.compute(s),p=this.plot_view.canvas_view.ctx;p.save(),p.beginPath(),this.visuals.line.set_value(p),p.moveTo(_,l),p.lineTo(u,r),p.stroke(),p.restore()}},t}(o.AnnotationView);n.SlopeView=r,r.__name__=\"SlopeView\";var a=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Slope=function(){this.prototype.default_view=r,this.mixins([\"line\"]),this.define({gradient:[l.Number,null],y_intercept:[l.Number,null],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.override({line_color:\"black\"})},t}(o.Annotation);n.Slope=a,a.__name__=\"Slope\",a.init_Slope()},\n",
       "      function _(e,t,i){var n=e(113),o=e(131),l=e(163),s=e(121),a=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.position=\"absolute\",l.undisplay(this.el)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.model.for_hover?this.connect(this.model.properties.computed_location.change,function(){return t._draw_span()}):\"canvas\"==this.model.render_mode?(this.connect(this.model.change,function(){return t.plot_view.request_render()}),this.connect(this.model.properties.location.change,function(){return t.plot_view.request_render()})):(this.connect(this.model.change,function(){return t.render()}),this.connect(this.model.properties.location.change,function(){return t._draw_span()}))},t.prototype.render=function(){this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible&&this._draw_span()},t.prototype._draw_span=function(){var e=this,t=this.model.for_hover?this.model.computed_location:this.model.location;if(null!=t){var i,n,o,s,a=this.plot_view.frame,r=a.xscales[this.model.x_range_name],h=a.yscales[this.model.y_range_name],d=function(i,n){return e.model.for_hover?e.model.computed_location:\"data\"==e.model.location_units?i.compute(t):n.compute(t)};if(\"width\"==this.model.dimension?(o=d(h,a.yview),n=a._left.value,s=a._width.value,i=this.model.properties.line_width.value()):(o=a._top.value,n=d(r,a.xview),s=this.model.properties.line_width.value(),i=a._height.value),\"css\"==this.model.render_mode)this.el.style.top=o+\"px\",this.el.style.left=n+\"px\",this.el.style.width=s+\"px\",this.el.style.height=i+\"px\",this.el.style.backgroundColor=this.model.properties.line_color.value(),this.el.style.opacity=this.model.properties.line_alpha.value(),l.display(this.el);else if(\"canvas\"==this.model.render_mode){var c=this.plot_view.canvas_view.ctx;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(n,o),\"width\"==this.model.dimension?c.lineTo(n+s,o):c.lineTo(n,o+i),c.stroke(),c.restore()}}else l.undisplay(this.el)},t}(o.AnnotationView);i.SpanView=a,a.__name__=\"SpanView\";var r=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Span=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({render_mode:[s.RenderMode,\"canvas\"],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"],location:[s.Number,null],location_units:[s.SpatialUnits,\"data\"],dimension:[s.Dimension,\"width\"]}),this.override({line_color:\"black\"}),this.internal({for_hover:[s.Boolean,!1],computed_location:[s.Number,null]})},t}(o.Annotation);i.Span=r,r.__name__=\"Span\",r.init_Span()},\n",
       "      function _(e,t,i){var l=e(113),a=e(228),r=e(163),n=e(165),o=e(121),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return l.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals.text=new n.Text(this.model)},t.prototype._get_location=function(){var e,t,i=this.panel,l=this.model.offset;switch(i.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":t=i._top.value+5;break;case\"middle\":t=i._vcenter.value;break;case\"bottom\":t=i._bottom.value-5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":e=i._left.value+l;break;case\"center\":e=i._hcenter.value;break;case\"right\":e=i._right.value-l;break;default:throw new Error(\"unreachable code\")}break;case\"left\":switch(this.model.vertical_align){case\"top\":e=i._left.value-5;break;case\"middle\":e=i._hcenter.value;break;case\"bottom\":e=i._right.value+5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":t=i._bottom.value-l;break;case\"center\":t=i._vcenter.value;break;case\"right\":t=i._top.value+l;break;default:throw new Error(\"unreachable code\")}break;case\"right\":switch(this.model.vertical_align){case\"top\":e=i._right.value-5;break;case\"middle\":e=i._hcenter.value;break;case\"bottom\":e=i._left.value+5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":t=i._top.value+l;break;case\"center\":t=i._vcenter.value;break;case\"right\":t=i._bottom.value-l;break;default:throw new Error(\"unreachable code\")}break;default:throw new Error(\"unreachable code\")}return[e,t]},t.prototype.render=function(){if(this.model.visible){var e=this.model.text;if(null!=e&&0!=e.length){this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;var t=this._get_location(),i=t[0],l=t[1],a=this.panel.get_label_angle_heuristic(\"parallel\");(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,e,i,l,a)}}else\"css\"==this.model.render_mode&&r.undisplay(this.el)},t.prototype._get_size=function(){var e=this.model.text;if(null==e||0==e.length)return{width:0,height:0};this.visuals.text.set_value(this.ctx);var t=this.ctx.measureText(e);return{width:t.width,height:t.ascent*this.visuals.text.text_line_height.value()+10}},t}(a.TextAnnotationView);i.TitleView=s,s.__name__=\"TitleView\";var c=function(e){function t(t){return e.call(this,t)||this}return l.__extends(t,e),t.init_Title=function(){this.prototype.default_view=s,this.mixins([\"line:border_\",\"fill:background_\"]),this.define({text:[o.String],text_font:[o.Font,\"helvetica\"],text_font_size:[o.FontSizeSpec,\"10pt\"],text_font_style:[o.FontStyle,\"bold\"],text_color:[o.ColorSpec,\"#444444\"],text_alpha:[o.NumberSpec,1],text_line_height:[o.Number,1],vertical_align:[o.VerticalAlign,\"bottom\"],align:[o.TextAlign,\"left\"],offset:[o.Number,0]}),this.override({background_fill_color:null,border_line_color:null}),this.internal({text_align:[o.TextAlign,\"left\"],text_baseline:[o.TextBaseline,\"bottom\"]})},t}(a.TextAnnotation);i.Title=c,c.__name__=\"Title\",c.init_Title()},\n",
       "      function _(t,i,e){var o=t(113),l=t(131),n=t(194),s=t(163),r=t(121),a=function(t){function i(){var i=t.apply(this,arguments)||this;return i.rotate=!0,i}return o.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_events.appendChild(this.el),this._toolbar_views={},n.build_views(this._toolbar_views,[this.model.toolbar],{parent:this});var i=this._toolbar_views[this.model.toolbar.id];this.plot_view.visibility_callbacks.push(function(t){return i.set_visibility(t)})},i.prototype.remove=function(){n.remove_views(this._toolbar_views),t.prototype.remove.call(this)},i.prototype.render=function(){if(t.prototype.render.call(this),this.model.visible){this.el.style.position=\"absolute\",this.el.style.overflow=\"hidden\",s.position(this.el,this.panel.bbox);var i=this._toolbar_views[this.model.toolbar.id];i.render(),s.empty(this.el),this.el.appendChild(i.el),s.display(this.el)}else s.undisplay(this.el)},i.prototype._get_size=function(){var t=this.model.toolbar,i=t.tools,e=t.logo;return{width:30*i.length+(null!=e?25:0),height:30}},i}(l.AnnotationView);e.ToolbarPanelView=a,a.__name__=\"ToolbarPanelView\";var h=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_ToolbarPanel=function(){this.prototype.default_view=a,this.define({toolbar:[r.Instance]})},i}(l.Annotation);e.ToolbarPanel=h,h.__name__=\"ToolbarPanel\",h.init_ToolbarPanel()},\n",
       "      function _(t,e,i){var s=t(113),o=t(131),l=t(163),a=t(121),n=t(239),h=t(240);function r(t,e,i,s,o){switch(t){case\"horizontal\":return e<s?\"right\":\"left\";case\"vertical\":return i<o?\"below\":\"above\";default:return t}}i.compute_side=r;var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),l.undisplay(this.el)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.data.change,function(){return e._draw_tips()})},e.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(n.bk_tooltip)},e.prototype.render=function(){this.model.visible&&this._draw_tips()},e.prototype._draw_tips=function(){var t=this.model.data;if(l.empty(this.el),l.undisplay(this.el),this.model.custom?this.el.classList.add(n.bk_tooltip_custom):this.el.classList.remove(n.bk_tooltip_custom),0!=t.length){for(var e=this.plot_view.frame,i=0,s=t;i<s.length;i++){var o=s[i],a=o[0],c=o[1],d=o[2];if(!this.model.inner_only||e.bbox.contains(a,c)){var p=l.div({},d);this.el.appendChild(p)}}var _=t[t.length-1],f=_[0],u=_[1],v=r(this.model.attachment,f,u,e._hcenter.value,e._vcenter.value);this.el.classList.remove(h.bk_right),this.el.classList.remove(h.bk_left),this.el.classList.remove(h.bk_above),this.el.classList.remove(h.bk_below);var b,y;switch(l.display(this.el),v){case\"right\":this.el.classList.add(h.bk_left),b=f+(this.el.offsetWidth-this.el.clientWidth)+10,y=u-this.el.offsetHeight/2;break;case\"left\":this.el.classList.add(h.bk_right),b=f-this.el.offsetWidth-10,y=u-this.el.offsetHeight/2;break;case\"below\":this.el.classList.add(h.bk_above),y=u+(this.el.offsetHeight-this.el.clientHeight)+10,b=Math.round(f-this.el.offsetWidth/2);break;case\"above\":this.el.classList.add(h.bk_below),y=u-this.el.offsetHeight-10,b=Math.round(f-this.el.offsetWidth/2);break;default:throw new Error(\"unreachable code\")}this.model.show_arrow&&this.el.classList.add(n.bk_tooltip_arrow),this.el.childNodes.length>0?(this.el.style.top=y+\"px\",this.el.style.left=b+\"px\"):l.undisplay(this.el)}},e}(o.AnnotationView);i.TooltipView=c,c.__name__=\"TooltipView\";var d=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_Tooltip=function(){this.prototype.default_view=c,this.define({attachment:[a.TooltipAttachment,\"horizontal\"],inner_only:[a.Boolean,!0],show_arrow:[a.Boolean,!0]}),this.override({level:\"overlay\"}),this.internal({data:[a.Any,[]],custom:[a.Any]})},e.prototype.clear=function(){this.data=[]},e.prototype.add=function(t,e,i){this.data=this.data.concat([[t,e,i]])},e}(o.Annotation);i.Tooltip=d,d.__name__=\"Tooltip\",d.init_Tooltip()},\n",
       "      function _(o,t,n){o(164),o(163).styles.append('.bk-root {\\n  /* Same border color used everywhere */\\n  /* Gray of icons */\\n}\\n.bk-root .bk-tooltip {\\n  font-weight: 300;\\n  font-size: 12px;\\n  position: absolute;\\n  padding: 5px;\\n  border: 1px solid #e5e5e5;\\n  color: #2f2f2f;\\n  background-color: white;\\n  pointer-events: none;\\n  opacity: 0.95;\\n  z-index: 100;\\n}\\n.bk-root .bk-tooltip > div:not(:first-child) {\\n  /* gives space when multiple elements are being hovered over */\\n  margin-top: 5px;\\n  border-top: #e5e5e5 1px dashed;\\n}\\n.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before {\\n  position: absolute;\\n  margin: -7px 0 0 0;\\n  top: 50%;\\n  width: 0;\\n  height: 0;\\n  border-style: solid;\\n  border-width: 7px 0 7px 0;\\n  border-color: transparent;\\n  content: \" \";\\n  display: block;\\n  left: -10px;\\n  border-right-width: 10px;\\n  border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-left::before {\\n  left: -10px;\\n  border-right-width: 10px;\\n  border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after {\\n  position: absolute;\\n  margin: -7px 0 0 0;\\n  top: 50%;\\n  width: 0;\\n  height: 0;\\n  border-style: solid;\\n  border-width: 7px 0 7px 0;\\n  border-color: transparent;\\n  content: \" \";\\n  display: block;\\n  right: -10px;\\n  border-left-width: 10px;\\n  border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right::after {\\n  right: -10px;\\n  border-left-width: 10px;\\n  border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-above::before {\\n  position: absolute;\\n  margin: 0 0 0 -7px;\\n  left: 50%;\\n  width: 0;\\n  height: 0;\\n  border-style: solid;\\n  border-width: 0 7px 0 7px;\\n  border-color: transparent;\\n  content: \" \";\\n  display: block;\\n  top: -10px;\\n  border-bottom-width: 10px;\\n  border-bottom-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-below::after {\\n  position: absolute;\\n  margin: 0 0 0 -7px;\\n  left: 50%;\\n  width: 0;\\n  height: 0;\\n  border-style: solid;\\n  border-width: 0 7px 0 7px;\\n  border-color: transparent;\\n  content: \" \";\\n  display: block;\\n  bottom: -10px;\\n  border-top-width: 10px;\\n  border-top-color: #909599;\\n}\\n.bk-root .bk-tooltip-row-label {\\n  text-align: right;\\n  color: #26aae1;\\n  /* blue from toolbar highlighting */\\n}\\n.bk-root .bk-tooltip-row-value {\\n  color: default;\\n  /* seems to be necessary for notebook */\\n}\\n.bk-root .bk-tooltip-color-block {\\n  width: 12px;\\n  height: 12px;\\n  margin-left: 5px;\\n  margin-right: 5px;\\n  outline: #dddddd solid 1px;\\n  display: inline-block;\\n}\\n'),n.bk_tooltip=\"bk-tooltip\",n.bk_tooltip_arrow=\"bk-tooltip-arrow\",n.bk_tooltip_custom=\"bk-tooltip-custom\",n.bk_tooltip_row_label=\"bk-tooltip-row-label\",n.bk_tooltip_row_value=\"bk-tooltip-row-value\",n.bk_tooltip_color_block=\"bk-tooltip-color-block\"},\n",
       "      function _(b,e,k){b(163).styles.append(\"\"),k.bk_active=\"bk-active\",k.bk_inline=\"bk-inline\",k.bk_left=\"bk-left\",k.bk_right=\"bk-right\",k.bk_above=\"bk-above\",k.bk_below=\"bk-below\",k.bk_up=\"bk-up\",k.bk_down=\"bk-down\",k.bk_side=function(b){switch(b){case\"above\":return k.bk_above;case\"below\":return k.bk_below;case\"left\":return k.bk_left;case\"right\":return k.bk_right}}},\n",
       "      function _(e,t,i){var s=e(113),n=e(131),r=e(170),o=e(169),a=e(121),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.set_data(this.model.source)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.patching,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.change,function(){return t.set_data(t.model.source)})},t.prototype.set_data=function(t){e.prototype.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},t.prototype._map_data=function(){var e,t,i,s=this.plot_view.frame,n=this.model.dimension,r=s.xscales[this.model.x_range_name],o=s.yscales[this.model.y_range_name],a=\"height\"==n?o:r,h=\"height\"==n?r:o,_=\"height\"==n?s.yview:s.xview,l=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?a.v_compute(this._lower):_.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?a.v_compute(this._upper):_.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?h.v_compute(this._base):l.v_compute(this._base);var u=\"height\"==n?[1,0]:[0,1],p=u[0],c=u[1],d=[e,i],m=[t,i];this._lower_sx=d[p],this._lower_sy=d[c],this._upper_sx=m[p],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;if(this.visuals.line.doit)for(var t=0,i=this._lower_sx.length;t<i;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();var s=\"height\"==this.model.dimension?0:Math.PI/2;if(null!=this.model.lower_head)for(t=0,i=this._lower_sx.length;t<i;t++)e.save(),e.translate(this._lower_sx[t],this._lower_sy[t]),e.rotate(s+Math.PI),this.model.lower_head.render(e,t),e.restore();if(null!=this.model.upper_head)for(t=0,i=this._upper_sx.length;t<i;t++)e.save(),e.translate(this._upper_sx[t],this._upper_sy[t]),e.rotate(s),this.model.upper_head.render(e,t),e.restore()}},t}(n.AnnotationView);i.WhiskerView=h,h.__name__=\"WhiskerView\";var _=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Whisker=function(){this.prototype.default_view=h,this.mixins([\"line\"]),this.define({lower:[a.DistanceSpec],lower_head:[a.Instance,function(){return new o.TeeHead({level:\"underlay\",size:10})}],upper:[a.DistanceSpec],upper_head:[a.Instance,function(){return new o.TeeHead({level:\"underlay\",size:10})}],base:[a.DistanceSpec],dimension:[a.Dimension,\"height\"],source:[a.Instance,function(){return new r.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),this.override({level:\"underlay\"})},t}(n.Annotation);i.Whisker=_,_.__name__=\"Whisker\",_.init_Whisker()},\n",
       "      function _(i,a,s){var r=i(243);s.Axis=r.Axis;var x=i(245);s.CategoricalAxis=x.CategoricalAxis;var A=i(248);s.ContinuousAxis=A.ContinuousAxis;var o=i(249);s.DatetimeAxis=o.DatetimeAxis;var t=i(250);s.LinearAxis=t.LinearAxis;var e=i(263);s.LogAxis=e.LogAxis;var n=i(266);s.MercatorAxis=n.MercatorAxis},\n",
       "      function _(e,t,i){var a=e(113),r=e(244),n=e(121),o=e(110),s=e(109),l=e(184),_=Math.abs,h=Math.min,u=Math.max,c=function(e){function t(){var t=e.apply(this,arguments)||this;return t.rotate=!0,t}return a.__extends(t,e),Object.defineProperty(t.prototype,\"panel\",{get:function(){return this.layout},enumerable:!0,configurable:!0}),t.prototype.render=function(){if(this.model.visible){var e={tick:this._tick_extent(),tick_label:this._tick_label_extents(),axis_label:this._axis_label_extent()},t=this.tick_coords,i=this.plot_view.canvas_view.ctx;i.save(),this._draw_rule(i,e),this._draw_major_ticks(i,e,t),this._draw_minor_ticks(i,e,t),this._draw_major_labels(i,e,t),this._draw_axis_label(i,e,t),null!=this._render&&this._render(i,e,t),i.restore()}},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.plot_view.request_paint()});var i=this.model.properties;this.on_change(i.visible,function(){return t.plot_view.request_layout()})},t.prototype.get_size=function(){if(this.model.visible&&null==this.model.fixed_location){var e=this._get_size();return{width:0,height:Math.round(e)}}return{width:0,height:0}},t.prototype._get_size=function(){return this._tick_extent()+this._tick_label_extent()+this._axis_label_extent()},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return null!=this.model.fixed_location},enumerable:!0,configurable:!0}),t.prototype._draw_rule=function(e,t){if(this.visuals.axis_line.doit){var i=this.rule_coords,a=i[0],r=i[1],n=this.plot_view.map_to_screen(a,r,this.model.x_range_name,this.model.y_range_name),o=n[0],s=n[1],l=this.normals,_=l[0],h=l[1],u=this.offsets,c=u[0],d=u[1];this.visuals.axis_line.set_value(e),e.beginPath(),e.moveTo(Math.round(o[0]+_*c),Math.round(s[0]+h*d));for(var m=1;m<o.length;m++){var b=Math.round(o[m]+_*c),p=Math.round(s[m]+h*d);e.lineTo(b,p)}e.stroke()}},t.prototype._draw_major_ticks=function(e,t,i){var a=this.model.major_tick_in,r=this.model.major_tick_out,n=this.visuals.major_tick_line;this._draw_ticks(e,i.major,a,r,n)},t.prototype._draw_minor_ticks=function(e,t,i){var a=this.model.minor_tick_in,r=this.model.minor_tick_out,n=this.visuals.minor_tick_line;this._draw_ticks(e,i.minor,a,r,n)},t.prototype._draw_major_labels=function(e,t,i){var a=i.major,r=this.compute_labels(a[this.dimension]),n=this.model.major_label_orientation,o=t.tick+this.model.major_label_standoff,s=this.visuals.major_label_text;this._draw_oriented_labels(e,r,a,n,this.panel.side,o,s)},t.prototype._draw_axis_label=function(e,t,i){if(null!=this.model.axis_label&&0!=this.model.axis_label.length&&null==this.model.fixed_location){var a,r;switch(this.panel.side){case\"above\":a=this.panel._hcenter.value,r=this.panel._bottom.value;break;case\"below\":a=this.panel._hcenter.value,r=this.panel._top.value;break;case\"left\":a=this.panel._right.value,r=this.panel._vcenter.value;break;case\"right\":a=this.panel._left.value,r=this.panel._vcenter.value;break;default:throw new Error(\"unknown side: \"+this.panel.side)}var n=[[a],[r]],s=t.tick+o.sum(t.tick_label)+this.model.axis_label_standoff,l=this.visuals.axis_label_text;this._draw_oriented_labels(e,[this.model.axis_label],n,\"parallel\",this.panel.side,s,l,\"screen\")}},t.prototype._draw_ticks=function(e,t,i,a,r){if(r.doit){var n=t[0],o=t[1],s=this.plot_view.map_to_screen(n,o,this.model.x_range_name,this.model.y_range_name),l=s[0],_=s[1],h=this.normals,u=h[0],c=h[1],d=this.offsets,m=d[0],b=d[1],p=[u*(m-i),c*(b-i)],f=p[0],v=p[1],x=[u*(m+a),c*(b+a)],g=x[0],y=x[1];r.set_value(e);for(var k=0;k<l.length;k++){var w=Math.round(l[k]+g),j=Math.round(_[k]+y),M=Math.round(l[k]+f),A=Math.round(_[k]+v);e.beginPath(),e.moveTo(w,j),e.lineTo(M,A),e.stroke()}}},t.prototype._draw_oriented_labels=function(e,t,i,a,r,n,o,l){var _,h,u;if(void 0===l&&(l=\"data\"),o.doit&&0!=t.length){var c,d,m,b;if(\"screen\"==l)c=i[0],d=i[1],m=(_=[0,0])[0],b=_[1];else{var p=i[0],f=i[1];c=(h=this.plot_view.map_to_screen(p,f,this.model.x_range_name,this.model.y_range_name))[0],d=h[1],m=(u=this.offsets)[0],b=u[1]}var v,x=this.normals,g=x[0]*(m+n),y=x[1]*(b+n);o.set_value(e),this.panel.apply_label_text_heuristics(e,a),v=s.isString(a)?this.panel.get_label_angle_heuristic(a):-a;for(var k=0;k<c.length;k++){var w=Math.round(c[k]+g),j=Math.round(d[k]+y);e.translate(w,j),e.rotate(v),e.fillText(t[k],0,0),e.rotate(-v),e.translate(-w,-j)}}},t.prototype._axis_label_extent=function(){if(null==this.model.axis_label||\"\"==this.model.axis_label)return 0;var e=this.model.axis_label_standoff,t=this.visuals.axis_label_text;return this._oriented_labels_extent([this.model.axis_label],\"parallel\",this.panel.side,e,t)},t.prototype._tick_extent=function(){return this.model.major_tick_out},t.prototype._tick_label_extent=function(){return o.sum(this._tick_label_extents())},t.prototype._tick_label_extents=function(){var e=this.tick_coords.major,t=this.compute_labels(e[this.dimension]),i=this.model.major_label_orientation,a=this.model.major_label_standoff,r=this.visuals.major_label_text;return[this._oriented_labels_extent(t,i,this.panel.side,a,r)]},t.prototype._oriented_labels_extent=function(e,t,i,a,r){if(0==e.length)return 0;var n,o,l=this.plot_view.canvas_view.ctx;r.set_value(l),s.isString(t)?(n=1,o=this.panel.get_label_angle_heuristic(t)):(n=2,o=-t),o=Math.abs(o);for(var _=Math.cos(o),h=Math.sin(o),u=0,c=0;c<e.length;c++){var d=1.1*l.measureText(e[c]).width,m=.9*l.measureText(e[c]).ascent,b=void 0;(b=\"above\"==i||\"below\"==i?d*h+m/n*_:d*_+m/n*h)>u&&(u=b)}return u>0&&(u+=a),u},Object.defineProperty(t.prototype,\"normals\",{get:function(){return this.panel.normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this.panel.dimension},enumerable:!0,configurable:!0}),t.prototype.compute_labels=function(e){for(var t=this.model.formatter.doFormat(e,this),i=0;i<e.length;i++)e[i]in this.model.major_label_overrides&&(t[i]=this.model.major_label_overrides[e[i]]);return t},Object.defineProperty(t.prototype,\"offsets\",{get:function(){if(null!=this.model.fixed_location)return[0,0];var e=this.plot_view.frame,t=[0,0],i=t[0],a=t[1];switch(this.panel.side){case\"below\":a=_(this.panel._top.value-e._bottom.value);break;case\"above\":a=_(this.panel._bottom.value-e._top.value);break;case\"right\":i=_(this.panel._left.value-e._right.value);break;case\"left\":i=_(this.panel._right.value-e._left.value)}return[i,a]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.plot_view.frame,a=[i.x_ranges[this.model.x_range_name],i.y_ranges[this.model.y_range_name]];return[a[e],a[t]]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"computed_bounds\",{get:function(){var e=this.ranges[0],t=this.model.bounds,i=[e.min,e.max];if(\"auto\"==t)return[e.min,e.max];if(s.isArray(t)){var a=void 0,r=void 0,n=t[0],o=t[1],l=i[0],c=i[1];return _(n-o)>_(l-c)?(a=u(h(n,o),l),r=h(u(n,o),c)):(a=h(n,o),r=u(n,o)),[a,r]}throw new Error(\"user bounds '\"+t+\"' not understood\")},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rule_coords\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=[new Array(2),new Array(2)];return o[e][0]=Math.max(r,i.min),o[e][1]=Math.min(n,i.max),o[e][0]>o[e][1]&&(o[e][0]=o[e][1]=NaN),o[t][0]=this.loc,o[t][1]=this.loc,o},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"tick_coords\",{get:function(){for(var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=this.model.ticker.get_ticks(r,n,i,this.loc,{}),s=o.major,l=o.minor,_=[[],[]],h=[[],[]],u=[i.min,i.max],c=u[0],d=u[1],m=0;m<s.length;m++)s[m]<c||s[m]>d||(_[e].push(s[m]),_[t].push(this.loc));for(m=0;m<l.length;m++)l[m]<c||l[m]>d||(h[e].push(l[m]),h[t].push(this.loc));return{major:_,minor:h}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"loc\",{get:function(){var e=this.model.fixed_location;if(null!=e){if(s.isNumber(e))return e;var t=this.ranges[1];if(t instanceof l.FactorRange)return t.synthetic(e);throw new Error(\"unexpected\")}var i=this.ranges[1];switch(this.panel.side){case\"left\":case\"below\":return i.start;case\"right\":case\"above\":return i.end}},enumerable:!0,configurable:!0}),t.prototype.serializable_state=function(){return Object.assign(Object.assign({},e.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box})},t}(r.GuideRendererView);i.AxisView=c,c.__name__=\"AxisView\";var d=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Axis=function(){this.prototype.default_view=c,this.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),this.define({bounds:[n.Any,\"auto\"],ticker:[n.Instance],formatter:[n.Instance],x_range_name:[n.String,\"default\"],y_range_name:[n.String,\"default\"],axis_label:[n.String,\"\"],axis_label_standoff:[n.Int,5],major_label_standoff:[n.Int,5],major_label_orientation:[n.Any,\"horizontal\"],major_label_overrides:[n.Any,{}],major_tick_in:[n.Number,2],major_tick_out:[n.Number,6],minor_tick_in:[n.Number,0],minor_tick_out:[n.Number,4],fixed_location:[n.Any,null]}),this.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"8pt\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"10pt\",axis_label_text_font_style:\"italic\"})},t}(r.GuideRenderer);i.Axis=d,d.__name__=\"Axis\",d.init_Axis()},\n",
       "      function _(e,n,r){var i=e(113),t=e(160),d=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(n,e),n}(t.RendererView);r.GuideRendererView=d,d.__name__=\"GuideRendererView\";var u=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_GuideRenderer=function(){this.override({level:\"overlay\"})},n}(t.Renderer);r.GuideRenderer=u,u.__name__=\"GuideRenderer\",u.init_GuideRenderer()},\n",
       "      function _(t,o,e){var i=t(113),r=t(243),s=t(246),a=t(247),n=t(121),l=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype._render=function(t,o,e){this._draw_group_separators(t,o,e)},o.prototype._draw_group_separators=function(t,o,e){var i,r=this.ranges[0],s=this.computed_bounds,a=s[0],n=s[1];if(r.tops&&!(r.tops.length<2)&&this.visuals.separator_line.doit){for(var l=this.dimension,_=(l+1)%2,u=[[],[]],p=0,h=0;h<r.tops.length-1;h++){for(var c=void 0,m=void 0,d=p;d<r.factors.length;d++)if(r.factors[d][0]==r.tops[h+1]){c=(i=[r.factors[d-1],r.factors[d]])[0],m=i[1],p=d;break}var f=(r.synthetic(c)+r.synthetic(m))/2;f>a&&f<n&&(u[l].push(f),u[_].push(this.loc))}var g=this._tick_label_extent();this._draw_ticks(t,u,-3,g-6,this.visuals.separator_line)}},o.prototype._draw_major_labels=function(t,o,e){for(var i=this._get_factor_info(),r=o.tick+this.model.major_label_standoff,s=0;s<i.length;s++){var a=i[s],n=a[0],l=a[1],_=a[2],u=a[3];this._draw_oriented_labels(t,n,l,_,this.panel.side,r,u),r+=o.tick_label[s]}},o.prototype._tick_label_extents=function(){for(var t=[],o=0,e=this._get_factor_info();o<e.length;o++){var i=e[o],r=i[0],s=i[2],a=i[3],n=this._oriented_labels_extent(r,s,this.panel.side,this.model.major_label_standoff,a);t.push(n)}return t},o.prototype._get_factor_info=function(){var t=this.ranges[0],o=this.computed_bounds,e=o[0],i=o[1],r=this.loc,s=this.model.ticker.get_ticks(e,i,t,r,{}),a=this.tick_coords,n=[];if(1==t.levels){var l=s.major,_=this.model.formatter.doFormat(l,this);n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){l=s.major.map(function(t){return t[1]}),_=this.model.formatter.doFormat(l,this);n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([s.tops,a.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){l=s.major.map(function(t){return t[2]}),_=this.model.formatter.doFormat(l,this);var u=s.mids.map(function(t){return t[1]});n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([u,a.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),n.push([s.tops,a.tops,this.model.group_label_orientation,this.visuals.group_text])}return n},Object.defineProperty(o.prototype,\"tick_coords\",{get:function(){var t=this,o=this.dimension,e=(o+1)%2,i=this.ranges[0],r=this.computed_bounds,s=r[0],a=r[1],n=this.model.ticker.get_ticks(s,a,i,this.loc,{}),l={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return l.major[o]=n.major,l.major[e]=n.major.map(function(o){return t.loc}),3==i.levels&&(l.mids[o]=n.mids,l.mids[e]=n.mids.map(function(o){return t.loc})),i.levels>1&&(l.tops[o]=n.tops,l.tops[e]=n.tops.map(function(o){return t.loc})),l},enumerable:!0,configurable:!0}),o}(r.AxisView);e.CategoricalAxisView=l,l.__name__=\"CategoricalAxisView\";var _=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_CategoricalAxis=function(){this.prototype.default_view=l,this.mixins([\"line:separator_\",\"text:group_\",\"text:subgroup_\"]),this.define({group_label_orientation:[n.Any,\"parallel\"],subgroup_label_orientation:[n.Any,\"parallel\"]}),this.override({ticker:function(){return new s.CategoricalTicker},formatter:function(){return new a.CategoricalTickFormatter},separator_line_color:\"lightgrey\",separator_line_width:2,group_text_font_style:\"bold\",group_text_font_size:\"8pt\",group_text_color:\"grey\",subgroup_text_font_style:\"bold\",subgroup_text_font_size:\"8pt\"})},o}(r.Axis);e.CategoricalAxis=_,_.__name__=\"CategoricalAxis\",_.init_CategoricalAxis()},\n",
       "      function _(t,c,r){var e=t(113),o=function(t){function c(c){return t.call(this,c)||this}return e.__extends(c,t),c.prototype.get_ticks=function(t,c,r,e,o){return{major:this._collect(r.factors,r,t,c),minor:[],tops:this._collect(r.tops||[],r,t,c),mids:this._collect(r.mids||[],r,t,c)}},c.prototype._collect=function(t,c,r,e){for(var o=[],i=0,n=t;i<n.length;i++){var s=n[i],l=c.synthetic(s);l>r&&l<e&&o.push(s)}return o},c}(t(207).Ticker);r.CategoricalTicker=o,o.__name__=\"CategoricalTicker\"},\n",
       "      function _(t,r,o){var n=t(113),e=t(209),a=t(110),c=function(t){function r(r){return t.call(this,r)||this}return n.__extends(r,t),r.prototype.doFormat=function(t,r){return a.copy(t)},r}(e.TickFormatter);o.CategoricalTickFormatter=c,c.__name__=\"CategoricalTickFormatter\"},\n",
       "      function _(n,i,t){var u=n(113),s=function(n){function i(i){return n.call(this,i)||this}return u.__extends(i,n),i}(n(243).Axis);t.ContinuousAxis=s,s.__name__=\"ContinuousAxis\"},\n",
       "      function _(t,e,i){var n=t(113),r=t(250),a=t(251),s=t(256),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e}(r.LinearAxisView);i.DatetimeAxisView=u,u.__name__=\"DatetimeAxisView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DatetimeAxis=function(){this.prototype.default_view=u,this.override({ticker:function(){return new s.DatetimeTicker},formatter:function(){return new a.DatetimeTickFormatter}})},e}(r.LinearAxis);i.DatetimeAxis=_,_.__name__=\"DatetimeAxis\",_.init_DatetimeAxis()},\n",
       "      function _(i,n,t){var e=i(113),r=i(243),s=i(248),u=i(208),a=i(204),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(r.AxisView);t.LinearAxisView=_,_.__name__=\"LinearAxisView\";var o=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_LinearAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new a.BasicTicker},formatter:function(){return new u.BasicTickFormatter}})},n}(s.ContinuousAxis);t.LinearAxis=o,o.__name__=\"LinearAxis\",o.init_LinearAxis()},\n",
       "      function _(t,r,e){var s=t(113),i=t(252),n=t(209),o=t(167),a=t(121),u=t(253),c=t(110),m=t(109);function h(t){return i(t,\"%Y %m %d %H %M %S\").split(/\\s+/).map(function(t){return parseInt(t,10)})}function d(t,r){if(m.isFunction(r))return r(t);var e=u.sprintf(\"$1%06d\",function(t){return Math.round(t/1e3%1*1e6)}(t));return-1==(r=r.replace(/((^|[^%])(%%)*)%f/,e)).indexOf(\"%\")?r:i(t,r)}var f=[\"microseconds\",\"milliseconds\",\"seconds\",\"minsec\",\"minutes\",\"hourmin\",\"hours\",\"days\",\"months\",\"years\"],l=function(t){function r(r){var e=t.call(this,r)||this;return e.strip_leading_zeros=!0,e}return s.__extends(r,t),r.init_DatetimeTickFormatter=function(){this.define({microseconds:[a.Array,[\"%fus\"]],milliseconds:[a.Array,[\"%3Nms\",\"%S.%3Ns\"]],seconds:[a.Array,[\"%Ss\"]],minsec:[a.Array,[\":%M:%S\"]],minutes:[a.Array,[\":%M\",\"%Mm\"]],hourmin:[a.Array,[\"%H:%M\"]],hours:[a.Array,[\"%Hh\",\"%H:%M\"]],days:[a.Array,[\"%m/%d\",\"%a%d\"]],months:[a.Array,[\"%m/%Y\",\"%b %Y\"]],years:[a.Array,[\"%Y\"]]})},r.prototype.initialize=function(){t.prototype.initialize.call(this),this._update_width_formats()},r.prototype._update_width_formats=function(){var t=+i(new Date),r=function(r){var e=r.map(function(r){return d(t,r).length}),s=c.sort_by(c.zip(e,r),function(t){return t[0]});return c.unzip(s)};this._width_formats={microseconds:r(this.microseconds),milliseconds:r(this.milliseconds),seconds:r(this.seconds),minsec:r(this.minsec),minutes:r(this.minutes),hourmin:r(this.hourmin),hours:r(this.hours),days:r(this.days),months:r(this.months),years:r(this.years)}},r.prototype._get_resolution_str=function(t,r){var e=1.1*t;switch(!1){case!(e<.001):return\"microseconds\";case!(e<1):return\"milliseconds\";case!(e<60):return r>=60?\"minsec\":\"seconds\";case!(e<3600):return r>=3600?\"hourmin\":\"minutes\";case!(e<86400):return\"hours\";case!(e<2678400):return\"days\";case!(e<31536e3):return\"months\";default:return\"years\"}},r.prototype.doFormat=function(t,r){if(0==t.length)return[];for(var e=Math.abs(t[t.length-1]-t[0])/1e3,s=e/(t.length-1),i=this._get_resolution_str(s,e),n=this._width_formats[i][1][0],a=[],u=f.indexOf(i),c={},m=0,l=f;m<l.length;m++){c[l[m]]=0}c.seconds=5,c.minsec=4,c.minutes=4,c.hourmin=3,c.hours=3;for(var _=0,p=t;_<p.length;_++){var y=p[_],g=void 0,v=void 0;try{v=h(y),g=d(y,n)}catch(t){o.logger.warn(\"unable to format tick for timestamp value \"+y),o.logger.warn(\" - \"+t),a.push(\"ERR\");continue}for(var w=!1,A=u;0==v[c[f[A]]];){if((A+=1)==f.length)break;if((\"minsec\"==i||\"hourmin\"==i)&&!w){if(\"minsec\"==i&&0==v[4]&&0!=v[5]||\"hourmin\"==i&&0==v[3]&&0!=v[4]){g=d(y,this._width_formats[f[u-1]][1][0]);break}w=!0}g=d(y,this._width_formats[f[A]][1][0])}if(this.strip_leading_zeros){var k=g.replace(/^0+/g,\"\");k!=g&&isNaN(parseInt(k))&&(k=\"0\"+k),a.push(k)}else a.push(g)}return a},r}(n.TickFormatter);e.DatetimeTickFormatter=l,l.__name__=\"DatetimeTickFormatter\",l.init_DatetimeTickFormatter()},\n",
       "      function _(e,t,n){!function(e){\"object\"==typeof t&&t.exports?t.exports=e():\"function\"==typeof define?define(e):this.tz=e()}(function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort(function(e,t){return e.sort-t.sort}),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return i&&((l=/^(.*)\\/(.*)$/.exec(u.format))?i.abbrev=l[i.save?2:1]:i.abbrev=u.format.replace(/%s/,i.rule.letter)),i||u}function n(e,n){return\"UTC\"==e.zone?n:(e.entry=t(e,\"posix\",n),n+e.entry.offset+e.entry.save)}function r(e,n){return\"UTC\"==e.zone?n:(e.entry=r=t(e,\"wallclock\",n),0<(o=n-r.wallclock)&&o<r.save?null:n-r.offset-r.save);var r,o}function o(e,t,o){var a,i=+(o[1]+1),s=o[2]*i,c=u.indexOf(o[3].toLowerCase());if(c>9)t+=s*l[c-10];else{if(a=new Date(n(e,t)),c<7)for(;s;)a.setUTCDate(a.getUTCDate()+i),a.getUTCDay()==c&&(s-=i);else 7==c?a.setUTCFullYear(a.getUTCFullYear()+s):8==c?a.setUTCMonth(a.getUTCMonth()+s):a.setUTCDate(a.getUTCDate()+s);null==(t=r(e,a.getTime()))&&(t=r(e,a.getTime()+864e5*i)-864e5*i)}return t}var a={clock:function(){return+new Date},zone:\"UTC\",entry:{abbrev:\"UTC\",offset:0,save:0},UTC:1,z:function(e,t,n,r){var o,a,u=this.entry.offset+this.entry.save,i=Math.abs(u/1e3),l=[],s=3600;for(o=0;o<3;o++)l.push((\"0\"+Math.floor(i/s)).slice(-2)),i%=s,s/=60;return\"^\"!=n||u?(\"^\"==n&&(r=3),3==r?(a=(a=l.join(\":\")).replace(/:00$/,\"\"),\"^\"!=n&&(a=a.replace(/:00$/,\"\"))):r?(a=l.slice(0,r+1).join(\":\"),\"^\"==n&&(a=a.replace(/:00$/,\"\"))):a=l.slice(0,2).join(\"\"),a=(a=(u<0?\"-\":\"+\")+a).replace(/([-+])(0)/,{_:\" $1\",\"-\":\"$1\"}[n]||\"$1$2\")):\"Z\"},\"%\":function(e){return\"%\"},n:function(e){return\"\\n\"},t:function(e){return\"\\t\"},U:function(e){return s(e,0)},W:function(e){return s(e,1)},V:function(e){return c(e)[0]},G:function(e){return c(e)[1]},g:function(e){return c(e)[1]%100},j:function(e){return Math.floor((e.getTime()-Date.UTC(e.getUTCFullYear(),0))/864e5)+1},s:function(e){return Math.floor(e.getTime()/1e3)},C:function(e){return Math.floor(e.getUTCFullYear()/100)},N:function(e){return e.getTime()%1e3*1e6},m:function(e){return e.getUTCMonth()+1},Y:function(e){return e.getUTCFullYear()},y:function(e){return e.getUTCFullYear()%100},H:function(e){return e.getUTCHours()},M:function(e){return e.getUTCMinutes()},S:function(e){return e.getUTCSeconds()},e:function(e){return e.getUTCDate()},d:function(e){return e.getUTCDate()},u:function(e){return e.getUTCDay()||7},w:function(e){return e.getUTCDay()},l:function(e){return e.getUTCHours()%12||12},I:function(e){return e.getUTCHours()%12||12},k:function(e){return e.getUTCHours()},Z:function(e){return this.entry.abbrev},a:function(e){return this[this.locale].day.abbrev[e.getUTCDay()]},A:function(e){return this[this.locale].day.full[e.getUTCDay()]},h:function(e){return this[this.locale].month.abbrev[e.getUTCMonth()]},b:function(e){return this[this.locale].month.abbrev[e.getUTCMonth()]},B:function(e){return this[this.locale].month.full[e.getUTCMonth()]},P:function(e){return this[this.locale].meridiem[Math.floor(e.getUTCHours()/12)].toLowerCase()},p:function(e){return this[this.locale].meridiem[Math.floor(e.getUTCHours()/12)]},R:function(e,t){return this.convert([t,\"%H:%M\"])},T:function(e,t){return this.convert([t,\"%H:%M:%S\"])},D:function(e,t){return this.convert([t,\"%m/%d/%y\"])},F:function(e,t){return this.convert([t,\"%Y-%m-%d\"])},x:function(e,t){return this.convert([t,this[this.locale].date])},r:function(e,t){return this.convert([t,this[this.locale].time12||\"%I:%M:%S\"])},X:function(e,t){return this.convert([t,this[this.locale].time24])},c:function(e,t){return this.convert([t,this[this.locale].dateTime])},convert:function(e){if(!e.length)return\"1.0.22\";var t,a,u,l,s,c=Object.create(this),f=[];for(t=0;t<e.length;t++)if(l=e[t],Array.isArray(l))t||isNaN(l[1])?l.splice.apply(e,[t--,1].concat(l)):s=l;else if(isNaN(l)){if(\"string\"==(u=typeof l))~l.indexOf(\"%\")?c.format=l:t||\"*\"!=l?!t&&(u=/^(\\d{4})-(\\d{2})-(\\d{2})(?:[T\\s](\\d{2}):(\\d{2})(?::(\\d{2})(?:\\.(\\d+))?)?(Z|(([+-])(\\d{2}(:\\d{2}){0,2})))?)?$/.exec(l))?((s=[]).push.apply(s,u.slice(1,8)),u[9]?(s.push(u[10]+1),s.push.apply(s,u[11].split(/:/))):u[8]&&s.push(1)):/^\\w{2,3}_\\w{2}$/.test(l)?c.locale=l:(u=i.exec(l))?f.push(u):c.zone=l:s=l;else if(\"function\"==u){if(u=l.call(c))return u}else if(/^\\w{2,3}_\\w{2}$/.test(l.name))c[l.name]=l;else if(l.zones){for(u in l.zones)c[u]=l.zones[u];for(u in l.rules)c[u]=l.rules[u]}}else t||(s=l);if(c[c.locale]||delete c.locale,c[c.zone]||delete c.zone,null!=s){if(\"*\"==s)s=c.clock();else if(Array.isArray(s)){for(u=[],a=!s[7],t=0;t<11;t++)u[t]=+(s[t]||0);--u[1],s=Date.UTC.apply(Date.UTC,u)+-u[7]*(36e5*u[8]+6e4*u[9]+1e3*u[10])}else s=Math.floor(s);if(!isNaN(s)){if(a&&(s=r(c,s)),null==s)return s;for(t=0,a=f.length;t<a;t++)s=o(c,s,f[t]);return c.format?(u=new Date(n(c,s)),c.format.replace(/%([-0_^]?)(:{0,3})(\\d*)(.)/g,function(e,t,n,r,o){var a,i,l=\"0\";if(a=c[o]){for(e=String(a.call(c,u,s,t,n.length)),\"_\"==(t||a.style)&&(l=\" \"),i=\"-\"==t?0:a.pad||0;e.length<i;)e=l+e;for(i=\"-\"==t?0:r||a.pad;e.length<i;)e=l+e;\"N\"==o&&i<e.length&&(e=e.slice(0,i)),\"^\"==t&&(e=e.toUpperCase())}return e})):s}}return function(){return c.convert(arguments)}},locale:\"en_US\",en_US:{date:\"%m/%d/%Y\",time24:\"%I:%M:%S %p\",time12:\"%I:%M:%S %p\",dateTime:\"%a %d %b %Y %I:%M:%S %p %Z\",meridiem:[\"AM\",\"PM\"],month:{abbrev:\"Jan|Feb|Mar|Apr|May|Jun|Jul|Aug|Sep|Oct|Nov|Dec\".split(\"|\"),full:\"January|February|March|April|May|June|July|August|September|October|November|December\".split(\"|\")},day:{abbrev:\"Sun|Mon|Tue|Wed|Thu|Fri|Sat\".split(\"|\"),full:\"Sunday|Monday|Tuesday|Wednesday|Thursday|Friday|Saturday\".split(\"|\")}}},u=\"Sunday|Monday|Tuesday|Wednesday|Thursday|Friday|Saturday|year|month|day|hour|minute|second|millisecond\",i=new RegExp(\"^\\\\s*([+-])(\\\\d+)\\\\s+(\"+u+\")s?\\\\s*$\",\"i\"),l=[36e5,6e4,1e3,1];function s(e,t){var n,r,o;return r=new Date(Date.UTC(e.getUTCFullYear(),0)),n=Math.floor((e.getTime()-r.getTime())/864e5),r.getUTCDay()==t?o=0:8==(o=7-r.getUTCDay()+t)&&(o=1),n>=o?Math.floor((n-o)/7)+1:0}function c(e){var t,n,r;return n=e.getUTCFullYear(),t=new Date(Date.UTC(n,0)).getUTCDay(),(r=s(e,1)+(t>1&&t<=4?1:0))?53!=r||4==t||3==t&&29==new Date(n,1,29).getDate()?[r,e.getUTCFullYear()]:[1,e.getUTCFullYear()+1]:(n=e.getUTCFullYear()-1,[r=4==(t=new Date(Date.UTC(n,0)).getUTCDay())||3==t&&29==new Date(n,1,29).getDate()?53:52,e.getUTCFullYear()-1])}return u=u.toLowerCase().split(\"|\"),\"delmHMSUWVgCIky\".replace(/./g,function(e){a[e].pad=2}),a.N.pad=9,a.j.pad=3,a.k.style=\"_\",a.l.style=\"_\",a.e.style=\"_\",function(){return a.convert(arguments)}})},\n",
       "      function _(r,n,e){var t=r(113),i=r(254),u=r(255),a=r(252),f=r(127),o=r(109);function l(r){for(var n=[],e=1;e<arguments.length;e++)n[e-1]=arguments[e];return i.sprintf.apply(i,t.__spreadArrays([r],n))}function c(r,n,e){return o.isNumber(r)?l(function(){switch(!1){case Math.floor(r)!=r:return\"%d\";case!(Math.abs(r)>.1&&Math.abs(r)<1e3):return\"%0.3f\";default:return\"%0.3e\"}}(),r):\"\"+r}function s(r,n,t,i){if(null==t)return c;if(null!=i&&(r in i||n in i)){var u=i[n in i?n:r];if(o.isString(u)){if(u in e.DEFAULT_FORMATTERS)return e.DEFAULT_FORMATTERS[u];throw new Error(\"Unknown tooltip field formatter type '\"+u+\"'\")}return function(r,n,e){return u.format(r,n,e)}}return e.DEFAULT_FORMATTERS.numeral}function p(r,n,e,t){if(\"$\"==r[0]){if(r.substring(1)in t)return t[r.substring(1)];throw new Error(\"Unknown special variable '\"+r+\"'\")}var i=n.get_column(r);if(null==i)return null;if(o.isNumber(e))return i[e];var u=i[e.index];return o.isTypedArray(u)||o.isArray(u)?o.isArray(u[0])?u[e.dim2][e.dim1]:u[e.flat_index]:u}e.sprintf=l,e.DEFAULT_FORMATTERS={numeral:function(r,n,e){return u.format(r,n)},datetime:function(r,n,e){return a(r,n)},printf:function(r,n,e){return l(n,r)}},e.basic_formatter=c,e.get_formatter=s,e.get_value=p,e.replace_placeholders=function(r,n,e,t,i){void 0===i&&(i={});var u=r.replace(/(?:^|[^@])([@|\\$](?:\\w+|{[^{}]+}))(?:{[^{}]+})?/g,function(r,n,e){return\"\"+n});return r=(r=(r=r.replace(/@\\$name/g,function(r){return\"@{\"+i.name+\"}\"})).replace(/(^|[^\\$])\\$(\\w+)/g,function(r,n,e){return n+\"@$\"+e})).replace(/(^|[^@])@(?:(\\$?\\w+)|{([^{}]+)})(?:{([^{}]+)})?/g,function(r,a,o,l,c){var m=p(o=null!=l?l:o,n,e,i);if(null==m)return\"\"+a+f.escape(\"???\");if(\"safe\"==c)return\"\"+a+m;var T=s(o,u,c,t);return\"\"+a+f.escape(T(m,c,i))})}},\n",
       "      function _(e,n,t){!function(){\"use strict\";var e={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|'[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function n(t){return function(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y=\"\";for(s=0;s<g;s++)if(\"string\"==typeof t[s])y+=t[s];else if(\"object\"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property \"%s\" of undefined value \"%s\"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&\"number\"!=typeof i&&isNaN(i))throw new TypeError(n(\"[sprintf] expecting number but found %T\",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case\"b\":i=parseInt(i,10).toString(2);break;case\"c\":i=String.fromCharCode(parseInt(i,10));break;case\"d\":case\"i\":i=parseInt(i,10);break;case\"j\":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case\"e\":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case\"f\":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case\"g\":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case\"o\":i=(parseInt(i,10)>>>0).toString(8);break;case\"s\":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case\"t\":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case\"T\":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case\"u\":i=parseInt(i,10)>>>0;break;case\"v\":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case\"x\":i=(parseInt(i,10)>>>0).toString(16);break;case\"X\":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f=\"\":(f=u?\"+\":\"-\",i=i.toString().replace(e.sign,\"\")),c=o.pad_char?\"0\"===o.pad_char?\"0\":o.pad_char.charAt(1):\" \",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):\"\",y+=o.align?f+i+p:\"0\"===c?f+p+i:p+f+i)}return y}(function(n){if(i[n])return i[n];var t,r=n,s=[],a=0;for(;r;){if(null!==(t=e.text.exec(r)))s.push(t[0]);else if(null!==(t=e.modulo.exec(r)))s.push(\"%\");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError(\"[sprintf] unexpected placeholder\");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");for(o.push(c[1]);\"\"!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error(\"[sprintf] mixing positional and named placeholders is not (yet) supported\");s.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return i[n]=s}(t),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}var i=Object.create(null);void 0!==t&&(t.sprintf=n,t.vsprintf=r),\"undefined\"!=typeof window&&(window.sprintf=n,window.vsprintf=r,\"function\"==typeof define&&define.amd&&define(function(){return{sprintf:n,vsprintf:r}}))}()},\n",
       "      function _(e,n,t){\n",
       "      /*!\n",
       "           * numbro.js\n",
       "           * version : 1.6.2\n",
       "           * author : Företagsplatsen AB\n",
       "           * license : MIT\n",
       "           * http://www.foretagsplatsen.se\n",
       "           */\n",
       "      var r,i={},a=i,o=\"en-US\",l=null,u=\"0,0\";void 0!==n&&n.exports;function c(e){this._value=e}function s(e){var n,t=\"\";for(n=0;n<e;n++)t+=\"0\";return t}function f(e,n,t,r){var i,a,o=Math.pow(10,n);return a=e.toFixed(0).search(\"e\")>-1?function(e,n){var t,r,i,a;return t=(a=e.toString()).split(\"e\")[0],i=a.split(\"e\")[1],a=t.split(\".\")[0]+(r=t.split(\".\")[1]||\"\")+s(i-r.length),n>0&&(a+=\".\"+s(n)),a}(e,n):(t(e*o)/o).toFixed(n),r&&(i=new RegExp(\"0{1,\"+r+\"}$\"),a=a.replace(i,\"\")),a}function d(e,n,t){return n.indexOf(\"$\")>-1?function(e,n,t){var r,a,l=n,u=l.indexOf(\"$\"),c=l.indexOf(\"(\"),s=l.indexOf(\"+\"),f=l.indexOf(\"-\"),d=\"\",p=\"\";-1===l.indexOf(\"$\")?\"infix\"===i[o].currency.position?(p=i[o].currency.symbol,i[o].currency.spaceSeparated&&(p=\" \"+p+\" \")):i[o].currency.spaceSeparated&&(d=\" \"):l.indexOf(\" $\")>-1?(d=\" \",l=l.replace(\" $\",\"\")):l.indexOf(\"$ \")>-1?(d=\" \",l=l.replace(\"$ \",\"\")):l=l.replace(\"$\",\"\");if(a=h(e,l,t,p),-1===n.indexOf(\"$\"))switch(i[o].currency.position){case\"postfix\":a.indexOf(\")\")>-1?((a=a.split(\"\")).splice(-1,0,d+i[o].currency.symbol),a=a.join(\"\")):a=a+d+i[o].currency.symbol;break;case\"infix\":break;case\"prefix\":a.indexOf(\"(\")>-1||a.indexOf(\"-\")>-1?(a=a.split(\"\"),r=Math.max(c,f)+1,a.splice(r,0,i[o].currency.symbol+d),a=a.join(\"\")):a=i[o].currency.symbol+d+a;break;default:throw Error('Currency position should be among [\"prefix\", \"infix\", \"postfix\"]')}else u<=1?a.indexOf(\"(\")>-1||a.indexOf(\"+\")>-1||a.indexOf(\"-\")>-1?(a=a.split(\"\"),r=1,(u<c||u<s||u<f)&&(r=0),a.splice(r,0,i[o].currency.symbol+d),a=a.join(\"\")):a=i[o].currency.symbol+d+a:a.indexOf(\")\")>-1?((a=a.split(\"\")).splice(-1,0,d+i[o].currency.symbol),a=a.join(\"\")):a=a+d+i[o].currency.symbol;return a}(e,n,t):n.indexOf(\"%\")>-1?function(e,n,t){var r,i=\"\";e*=100,n.indexOf(\" %\")>-1?(i=\" \",n=n.replace(\" %\",\"\")):n=n.replace(\"%\",\"\");(r=h(e,n,t)).indexOf(\")\")>-1?((r=r.split(\"\")).splice(-1,0,i+\"%\"),r=r.join(\"\")):r=r+i+\"%\";return r}(e,n,t):n.indexOf(\":\")>-1?function(e){var n=Math.floor(e/60/60),t=Math.floor((e-60*n*60)/60),r=Math.round(e-60*n*60-60*t);return n+\":\"+(t<10?\"0\"+t:t)+\":\"+(r<10?\"0\"+r:r)}(e):h(e,n,t)}function h(e,n,t,r){var a,u,c,s,d,h,p,m,x,g,O,b,w,y,M,v,$,B=!1,E=!1,F=!1,k=\"\",U=!1,N=!1,S=!1,j=!1,D=!1,C=\"\",L=\"\",T=Math.abs(e),K=[\"B\",\"KiB\",\"MiB\",\"GiB\",\"TiB\",\"PiB\",\"EiB\",\"ZiB\",\"YiB\"],G=[\"B\",\"KB\",\"MB\",\"GB\",\"TB\",\"PB\",\"EB\",\"ZB\",\"YB\"],I=\"\",P=!1,R=!1;if(0===e&&null!==l)return l;if(!isFinite(e))return\"\"+e;if(0===n.indexOf(\"{\")){var W=n.indexOf(\"}\");if(-1===W)throw Error('Format should also contain a \"}\"');b=n.slice(1,W),n=n.slice(W+1)}else b=\"\";if(n.indexOf(\"}\")===n.length-1){var Y=n.indexOf(\"{\");if(-1===Y)throw Error('Format should also contain a \"{\"');w=n.slice(Y+1,-1),n=n.slice(0,Y+1)}else w=\"\";if(v=null===($=-1===n.indexOf(\".\")?n.match(/([0-9]+).*/):n.match(/([0-9]+)\\..*/))?-1:$[1].length,-1!==n.indexOf(\"-\")&&(P=!0),n.indexOf(\"(\")>-1?(B=!0,n=n.slice(1,-1)):n.indexOf(\"+\")>-1&&(E=!0,n=n.replace(/\\+/g,\"\")),n.indexOf(\"a\")>-1){if(g=n.split(\".\")[0].match(/[0-9]+/g)||[\"0\"],g=parseInt(g[0],10),U=n.indexOf(\"aK\")>=0,N=n.indexOf(\"aM\")>=0,S=n.indexOf(\"aB\")>=0,j=n.indexOf(\"aT\")>=0,D=U||N||S||j,n.indexOf(\" a\")>-1?(k=\" \",n=n.replace(\" a\",\"\")):n=n.replace(\"a\",\"\"),p=0===(p=(d=Math.floor(Math.log(T)/Math.LN10)+1)%3)?3:p,g&&0!==T&&(h=Math.floor(Math.log(T)/Math.LN10)+1-g,m=3*~~((Math.min(g,d)-p)/3),T/=Math.pow(10,m),-1===n.indexOf(\".\")&&g>3))for(n+=\"[.]\",M=(M=0===h?0:3*~~(h/3)-h)<0?M+3:M,a=0;a<M;a++)n+=\"0\";Math.floor(Math.log(Math.abs(e))/Math.LN10)+1!==g&&(T>=Math.pow(10,12)&&!D||j?(k+=i[o].abbreviations.trillion,e/=Math.pow(10,12)):T<Math.pow(10,12)&&T>=Math.pow(10,9)&&!D||S?(k+=i[o].abbreviations.billion,e/=Math.pow(10,9)):T<Math.pow(10,9)&&T>=Math.pow(10,6)&&!D||N?(k+=i[o].abbreviations.million,e/=Math.pow(10,6)):(T<Math.pow(10,6)&&T>=Math.pow(10,3)&&!D||U)&&(k+=i[o].abbreviations.thousand,e/=Math.pow(10,3)))}if(n.indexOf(\"b\")>-1)for(n.indexOf(\" b\")>-1?(C=\" \",n=n.replace(\" b\",\"\")):n=n.replace(\"b\",\"\"),s=0;s<=K.length;s++)if(u=Math.pow(1024,s),c=Math.pow(1024,s+1),e>=u&&e<c){C+=K[s],u>0&&(e/=u);break}if(n.indexOf(\"d\")>-1)for(n.indexOf(\" d\")>-1?(C=\" \",n=n.replace(\" d\",\"\")):n=n.replace(\"d\",\"\"),s=0;s<=G.length;s++)if(u=Math.pow(1e3,s),c=Math.pow(1e3,s+1),e>=u&&e<c){C+=G[s],u>0&&(e/=u);break}if(n.indexOf(\"o\")>-1&&(n.indexOf(\" o\")>-1?(L=\" \",n=n.replace(\" o\",\"\")):n=n.replace(\"o\",\"\"),i[o].ordinal&&(L+=i[o].ordinal(e))),n.indexOf(\"[.]\")>-1&&(F=!0,n=n.replace(\"[.]\",\".\")),x=e.toString().split(\".\")[0],O=n.split(\".\")[1],y=n.indexOf(\",\"),O){if(x=(I=-1!==O.indexOf(\"*\")?f(e,e.toString().split(\".\")[1].length,t):O.indexOf(\"[\")>-1?f(e,(O=(O=O.replace(\"]\",\"\")).split(\"[\"))[0].length+O[1].length,t,O[1].length):f(e,O.length,t)).split(\".\")[0],I.split(\".\")[1].length)I=(r?k+r:i[o].delimiters.decimal)+I.split(\".\")[1];else I=\"\";F&&0===Number(I.slice(1))&&(I=\"\")}else x=f(e,null,t);return x.indexOf(\"-\")>-1&&(x=x.slice(1),R=!0),x.length<v&&(x=new Array(v-x.length+1).join(\"0\")+x),y>-1&&(x=x.toString().replace(/(\\d)(?=(\\d{3})+(?!\\d))/g,\"$1\"+i[o].delimiters.thousands)),0===n.indexOf(\".\")&&(x=\"\"),b+(n.indexOf(\"(\")<n.indexOf(\"-\")?(B&&R?\"(\":\"\")+(P&&R||!B&&R?\"-\":\"\"):(P&&R||!B&&R?\"-\":\"\")+(B&&R?\"(\":\"\"))+(!R&&E&&0!==e?\"+\":\"\")+x+I+(L||\"\")+(k&&!r?k:\"\")+(C||\"\")+(B&&R?\")\":\"\")+w}function p(e,n){i[e]=n}function m(e){o=e;var n=i[e].defaults;n&&n.format&&r.defaultFormat(n.format),n&&n.currencyFormat&&r.defaultCurrencyFormat(n.currencyFormat)}(r=function(e){return r.isNumbro(e)?e=e.value():0===e||void 0===e?e=0:Number(e)||(e=r.fn.unformat(e)),new c(Number(e))}).version=\"1.6.2\",r.isNumbro=function(e){return e instanceof c},r.setLanguage=function(e,n){console.warn(\"`setLanguage` is deprecated since version 1.6.0. Use `setCulture` instead\");var t=e,r=e.split(\"-\")[0],i=null;a[t]||(Object.keys(a).forEach(function(e){i||e.split(\"-\")[0]!==r||(i=e)}),t=i||n||\"en-US\"),m(t)},r.setCulture=function(e,n){var t=e,r=e.split(\"-\")[1],a=null;i[t]||(r&&Object.keys(i).forEach(function(e){a||e.split(\"-\")[1]!==r||(a=e)}),t=a||n||\"en-US\"),m(t)},r.language=function(e,n){if(console.warn(\"`language` is deprecated since version 1.6.0. Use `culture` instead\"),!e)return o;if(e&&!n){if(!a[e])throw new Error(\"Unknown language : \"+e);m(e)}return!n&&a[e]||p(e,n),r},r.culture=function(e,n){if(!e)return o;if(e&&!n){if(!i[e])throw new Error(\"Unknown culture : \"+e);m(e)}return!n&&i[e]||p(e,n),r},r.languageData=function(e){if(console.warn(\"`languageData` is deprecated since version 1.6.0. Use `cultureData` instead\"),!e)return a[o];if(!a[e])throw new Error(\"Unknown language : \"+e);return a[e]},r.cultureData=function(e){if(!e)return i[o];if(!i[e])throw new Error(\"Unknown culture : \"+e);return i[e]},r.culture(\"en-US\",{delimiters:{thousands:\",\",decimal:\".\"},abbreviations:{thousand:\"k\",million:\"m\",billion:\"b\",trillion:\"t\"},ordinal:function(e){var n=e%10;return 1==~~(e%100/10)?\"th\":1===n?\"st\":2===n?\"nd\":3===n?\"rd\":\"th\"},currency:{symbol:\"$\",position:\"prefix\"},defaults:{currencyFormat:\",0000 a\"},formats:{fourDigits:\"0000 a\",fullWithTwoDecimals:\"$ ,0.00\",fullWithTwoDecimalsNoCurrency:\",0.00\"}}),r.languages=function(){return console.warn(\"`languages` is deprecated since version 1.6.0. Use `cultures` instead\"),a},r.cultures=function(){return i},r.zeroFormat=function(e){l=\"string\"==typeof e?e:null},r.defaultFormat=function(e){u=\"string\"==typeof e?e:\"0.0\"},r.defaultCurrencyFormat=function(e){\"string\"==typeof e?e:\"0$\"},r.validate=function(e,n){var t,i,a,o,l,u,c,s;if(\"string\"!=typeof e&&(e+=\"\",console.warn&&console.warn(\"Numbro.js: Value is not string. It has been co-erced to: \",e)),(e=e.trim()).match(/^\\d+$/))return!0;if(\"\"===e)return!1;try{c=r.cultureData(n)}catch(e){c=r.cultureData(r.culture())}return a=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,i=\".\"===c.delimiters.thousands?\"\\\\.\":c.delimiters.thousands,(null===(s=e.match(/^[^\\d]+/))||(e=e.substr(1),s[0]===a))&&((null===(s=e.match(/[^\\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(i+\"{2}\"),!e.match(/[^\\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/):!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/)))))},n.exports={format:function(e,n,t,i){return null!=t&&t!==r.culture()&&r.setCulture(t),d(Number(e),null!=n?n:u,null==i?Math.round:i)}}},\n",
       "      function _(e,n,i){var t=e(113),r=e(110),a=e(205),s=e(257),c=e(258),_=e(261),m=e(262),k=e(260),o=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DatetimeTicker=function(){this.override({num_minor_ticks:0,tickers:function(){return[new a.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*k.ONE_MILLI,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:k.ONE_SECOND,max_interval:30*k.ONE_MINUTE,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:k.ONE_HOUR,max_interval:12*k.ONE_HOUR,num_minor_ticks:0}),new c.DaysTicker({days:r.range(1,32)}),new c.DaysTicker({days:r.range(1,31,3)}),new c.DaysTicker({days:[1,8,15,22]}),new c.DaysTicker({days:[1,15]}),new _.MonthsTicker({months:r.range(0,12,1)}),new _.MonthsTicker({months:r.range(0,12,2)}),new _.MonthsTicker({months:r.range(0,12,4)}),new _.MonthsTicker({months:r.range(0,12,6)}),new m.YearsTicker({})]}})},n}(s.CompositeTicker);i.DatetimeTicker=o,o.__name__=\"DatetimeTicker\",o.init_DatetimeTicker()},\n",
       "      function _(t,e,i){var n=t(113),r=t(206),o=t(121),s=t(110),a=t(125),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CompositeTicker=function(){this.define({tickers:[o.Array,[]]})},Object.defineProperty(e.prototype,\"min_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_min_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_max_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"min_interval\",{get:function(){return this.min_intervals[0]},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_interval\",{get:function(){return this.max_intervals[0]},enumerable:!0,configurable:!0}),e.prototype.get_best_ticker=function(t,e,i){var n,r=e-t,o=this.get_ideal_interval(t,e,i),_=[s.sorted_index(this.min_intervals,o)-1,s.sorted_index(this.max_intervals,o)],u=[this.min_intervals[_[0]],this.max_intervals[_[1]]].map(function(t){return Math.abs(i-r/t)});if(a.isEmpty(u.filter(function(t){return!isNaN(t)})))n=this.tickers[0];else{var c=_[s.argmin(u)];n=this.tickers[c]}return n},e.prototype.get_interval=function(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)},e.prototype.get_ticks_no_defaults=function(t,e,i,n){return this.get_best_ticker(t,e,n).get_ticks_no_defaults(t,e,i,n)},e}(r.ContinuousTicker);i.CompositeTicker=_,_.__name__=\"CompositeTicker\",_.init_CompositeTicker()},\n",
       "      function _(t,n,e){var i=t(113),r=t(259),a=t(260),o=t(121),s=t(110);var _=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_DaysTicker=function(){this.define({days:[o.Array,[]]}),this.override({num_minor_ticks:0})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.days;n.length>1?this.interval=(n[1]-n[0])*a.ONE_DAY:this.interval=31*a.ONE_DAY},n.prototype.get_ticks_no_defaults=function(t,n,e,i){var r=function(t,n){var e=a.last_month_no_later_than(new Date(t)),i=a.last_month_no_later_than(new Date(n));i.setUTCMonth(i.getUTCMonth()+1);for(var r=[],o=e;r.push(a.copy_date(o)),o.setUTCMonth(o.getUTCMonth()+1),!(o>i););return r}(t,n),o=this.days,_=this.interval;return{major:s.concat(r.map(function(t){return function(t,n){for(var e=t.getUTCMonth(),i=[],r=0,s=o;r<s.length;r++){var _=s[r],c=a.copy_date(t);c.setUTCDate(_),new Date(c.getTime()+n/2).getUTCMonth()==e&&i.push(c)}return i}(t,_)})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(r.SingleIntervalTicker);e.DaysTicker=_,_.__name__=\"DaysTicker\",_.init_DaysTicker()},\n",
       "      function _(e,n,t){var i=e(113),r=e(206),l=e(121),a=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_SingleIntervalTicker=function(){this.define({interval:[l.Number]})},n.prototype.get_interval=function(e,n,t){return this.interval},Object.defineProperty(n.prototype,\"min_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"max_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),n}(r.ContinuousTicker);t.SingleIntervalTicker=a,a.__name__=\"SingleIntervalTicker\",a.init_SingleIntervalTicker()},\n",
       "      function _(t,e,_){function n(t){return new Date(t.getTime())}function E(t){var e=n(t);return e.setUTCDate(1),e.setUTCHours(0),e.setUTCMinutes(0),e.setUTCSeconds(0),e.setUTCMilliseconds(0),e}_.ONE_MILLI=1,_.ONE_SECOND=1e3,_.ONE_MINUTE=60*_.ONE_SECOND,_.ONE_HOUR=60*_.ONE_MINUTE,_.ONE_DAY=24*_.ONE_HOUR,_.ONE_MONTH=30*_.ONE_DAY,_.ONE_YEAR=365*_.ONE_DAY,_.copy_date=n,_.last_month_no_later_than=E,_.last_year_no_later_than=function(t){var e=E(t);return e.setUTCMonth(0),e}},\n",
       "      function _(t,n,e){var r=t(113),i=t(259),a=t(260),o=t(121),l=t(110);var u=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_MonthsTicker=function(){this.define({months:[o.Array,[]]})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.months;n.length>1?this.interval=(n[1]-n[0])*a.ONE_MONTH:this.interval=12*a.ONE_MONTH},n.prototype.get_ticks_no_defaults=function(t,n,e,r){var i=function(t,n){var e=a.last_year_no_later_than(new Date(t)),r=a.last_year_no_later_than(new Date(n));r.setUTCFullYear(r.getUTCFullYear()+1);for(var i=[],o=e;i.push(a.copy_date(o)),o.setUTCFullYear(o.getUTCFullYear()+1),!(o>r););return i}(t,n),o=this.months;return{major:l.concat(i.map(function(t){return o.map(function(n){var e=a.copy_date(t);return e.setUTCMonth(n),e})})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(i.SingleIntervalTicker);e.MonthsTicker=u,u.__name__=\"MonthsTicker\",u.init_MonthsTicker()},\n",
       "      function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n",
       "      function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_LogAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new s.LogTicker},formatter:function(){return new u.LogTickFormatter}})},n}(r.ContinuousAxis);t.LogAxis=c,c.__name__=\"LogAxis\",c.init_LogAxis()},\n",
       "      function _(t,i,r){var e=t(113),n=t(209),o=t(208),a=t(167),c=t(121),l=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_LogTickFormatter=function(){this.define({ticker:[c.Instance,null]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.basic_formatter=new o.BasicTickFormatter,null==this.ticker&&a.logger.warn(\"LogTickFormatter not configured with a ticker, using default base of 10 (labels will be incorrect if ticker base is not 10)\")},i.prototype.doFormat=function(t,i){if(0==t.length)return[];for(var r=null!=this.ticker?this.ticker.base:10,e=!1,n=new Array(t.length),o=0,a=t.length;o<a;o++)if(n[o]=r+\"^\"+Math.round(Math.log(t[o])/Math.log(r)),o>0&&n[o]==n[o-1]){e=!0;break}return e?this.basic_formatter.doFormat(t,i):n},i}(n.TickFormatter);r.LogTickFormatter=l,l.__name__=\"LogTickFormatter\",l.init_LogTickFormatter()},\n",
       "      function _(t,r,n){var e=t(113),i=t(205),o=t(110),a=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_LogTicker=function(){this.override({mantissas:[1,5]})},r.prototype.get_ticks_no_defaults=function(t,r,n,e){var i,a=this.num_minor_ticks,u=[],f=this.base,h=Math.log(t)/Math.log(f),l=Math.log(r)/Math.log(f),c=l-h;if(isFinite(c))if(c<2){var s=this.get_interval(t,r,e),g=Math.floor(t/s),_=Math.ceil(r/s);if(i=o.range(g,_+1).filter(function(t){return 0!=t}).map(function(t){return t*s}).filter(function(n){return t<=n&&n<=r}),a>0&&i.length>0){for(var p=s/a,v=0,M=(y=o.range(0,a).map(function(t){return t*p})).slice(1);v<M.length;v++){var m=M[v];u.push(i[0]-m)}for(var k=0,T=i;k<T.length;k++)for(var d=T[k],L=0,w=y;L<w.length;L++){m=w[L];u.push(d+m)}}}else{var b=Math.ceil(.999999*h),j=Math.floor(1.000001*l),x=Math.ceil((j-b)/9);if(i=o.range(b-1,j+1,x).map(function(t){return Math.pow(f,t)}),a>0&&i.length>0){for(var y,A=Math.pow(f,x)/a,F=0,q=y=o.range(1,a+1).map(function(t){return t*A});F<q.length;F++){m=q[F];u.push(i[0]/m)}u.push(i[0]);for(var z=0,B=i;z<B.length;z++){d=B[z];for(var C=0,D=y;C<D.length;C++){m=D[C];u.push(d*m)}}}}else i=[];return{major:i.filter(function(n){return t<=n&&n<=r}),minor:u.filter(function(n){return t<=n&&n<=r})}},r}(i.AdaptiveTicker);n.LogTicker=a,a.__name__=\"LogTicker\",a.init_LogTicker()},\n",
       "      function _(t,r,i){var e=t(113),n=t(243),o=t(250),a=t(267),c=t(268),s=function(t){function r(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(r,t),r}(n.AxisView);i.MercatorAxisView=s,s.__name__=\"MercatorAxisView\";var u=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_MercatorAxis=function(){this.prototype.default_view=s,this.override({ticker:function(){return new c.MercatorTicker({dimension:\"lat\"})},formatter:function(){return new a.MercatorTickFormatter({dimension:\"lat\"})}})},r}(o.LinearAxis);i.MercatorAxis=u,u.__name__=\"MercatorAxis\",u.init_MercatorAxis()},\n",
       "      function _(r,t,o){var e=r(113),n=r(208),i=r(121),a=r(132),c=function(r){function t(t){return r.call(this,t)||this}return e.__extends(t,r),t.init_MercatorTickFormatter=function(){this.define({dimension:[i.LatLon]})},t.prototype.doFormat=function(t,o){if(null==this.dimension)throw new Error(\"MercatorTickFormatter.dimension not configured\");if(0==t.length)return[];var e=t.length,n=new Array(e);if(\"lon\"==this.dimension)for(var i=0;i<e;i++){var c=a.wgs84_mercator.inverse([t[i],o.loc])[0];n[i]=c}else for(i=0;i<e;i++){var s=a.wgs84_mercator.inverse([o.loc,t[i]])[1];n[i]=s}return r.prototype.doFormat.call(this,n,o)},t}(n.BasicTickFormatter);o.MercatorTickFormatter=c,c.__name__=\"MercatorTickFormatter\",c.init_MercatorTickFormatter()},\n",
       "      function _(r,n,i){var o=r(113),e=r(204),t=r(121),s=r(132),a=function(r){function n(n){return r.call(this,n)||this}return o.__extends(n,r),n.init_MercatorTicker=function(){this.define({dimension:[t.LatLon]})},n.prototype.get_ticks_no_defaults=function(n,i,o,e){var t,a,c,_,f,m,l,u;if(null==this.dimension)throw new Error(\"MercatorTicker.dimension not configured\");n=(t=s.clip_mercator(n,i,this.dimension))[0],i=t[1],\"lon\"===this.dimension?(m=(a=s.wgs84_mercator.inverse([n,o]))[0],u=a[1],l=(c=s.wgs84_mercator.inverse([i,o]))[0],u=c[1]):(u=(_=s.wgs84_mercator.inverse([o,n]))[0],m=_[1],u=(f=s.wgs84_mercator.inverse([o,i]))[0],l=f[1]);var d=r.prototype.get_ticks_no_defaults.call(this,m,l,o,e),h=[],g=[];if(\"lon\"===this.dimension){for(var v=0,w=d.major;v<w.length;v++){var p=w[v];if(s.in_bounds(p,\"lon\")){var k=s.wgs84_mercator.forward([p,u])[0];h.push(k)}}for(var T=0,M=d.minor;T<M.length;T++){p=M[T];if(s.in_bounds(p,\"lon\")){k=s.wgs84_mercator.forward([p,u])[0];g.push(k)}}}else{for(var b=0,j=d.major;b<j.length;b++){p=j[b];if(s.in_bounds(p,\"lat\")){var y=s.wgs84_mercator.forward([u,p])[1];h.push(y)}}for(var L=0,x=d.minor;L<x.length;L++){p=x[L];if(s.in_bounds(p,\"lat\")){y=s.wgs84_mercator.forward([u,p])[1];g.push(y)}}}return{major:h,minor:g}},n}(e.BasicTicker);i.MercatorTicker=a,a.__name__=\"MercatorTicker\",a.init_MercatorTicker()},\n",
       "      function _(n,o,t){var u=n(270);t.CustomJS=u.CustomJS;var a=n(272);t.OpenURL=a.OpenURL},\n",
       "      function _(e,t,n){var r=e(113),i=e(271),o=e(121),u=e(125),s=e(127),c=function(t){function n(e){return t.call(this,e)||this}return r.__extends(n,t),n.init_CustomJS=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(n.prototype,\"names\",{get:function(){return u.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"values\",{get:function(){return u.values(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"func\",{get:function(){var e=this.use_strict?s.use_strict(this.code):this.code;return new(Function.bind.apply(Function,r.__spreadArrays([void 0],this.names,[\"cb_obj\",\"cb_data\",\"require\",\"exports\",e])))},enumerable:!0,configurable:!0}),n.prototype.execute=function(t,n){return void 0===n&&(n={}),this.func.apply(t,this.values.concat(t,n,e,{}))},n}(i.Callback);n.CustomJS=c,c.__name__=\"CustomJS\",c.init_CustomJS()},\n",
       "      function _(n,t,a){var l=n(113),_=function(n){function t(t){return n.call(this,t)||this}return l.__extends(t,n),t}(n(166).Model);a.Callback=_,_.__name__=\"Callback\"},\n",
       "      function _(n,e,t){var i=n(113),o=n(271),r=n(253),a=n(121),c=function(n){function e(e){return n.call(this,e)||this}return i.__extends(e,n),e.init_OpenURL=function(){this.define({url:[a.String,\"http://\"],same_tab:[a.Boolean,!1]})},e.prototype.execute=function(n,e){for(var t=this,i=e.source,o=function(n){var e=r.replace_placeholders(t.url,i,n);t.same_tab?window.location.href=e:window.open(e)},a=i.selected,c=0,l=a.indices;c<l.length;c++){o(l[c])}for(var _=0,s=a.line_indices;_<s.length;_++){o(s[_])}},e}(o.Callback);t.OpenURL=c,c.__name__=\"OpenURL\",c.init_OpenURL()},\n",
       "      function _(a,n,r){var e=a(274);r.Canvas=e.Canvas;var s=a(278);r.CartesianFrame=s.CartesianFrame},\n",
       "      function _(t,e,i){var a=t(113),s=t(115),n=t(161),l=t(167),h=t(121),o=t(163),r=t(181),c=t(197),p=t(275),_=t(276);c.is_ie&&\"undefined\"!=typeof CanvasPixelArray&&(CanvasPixelArray.prototype.set=function(t){for(var e=0;e<this.length;e++)this[e]=t[e]});var v=t(277),d=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return a.__extends(e,t),Object.defineProperty(e.prototype,\"ctx\",{get:function(){return this._ctx},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.map_el=this.model.map?this.el.appendChild(o.div({class:_.bk_canvas_map})):null;var e={position:\"absolute\",top:\"0\",left:\"0\",width:\"100%\",height:\"100%\"};switch(this.model.output_backend){case\"canvas\":case\"webgl\":if(this.canvas_el=this.el.appendChild(o.canvas({class:_.bk_canvas,style:e})),null==(i=this.canvas_el.getContext(\"2d\")))throw new Error(\"unable to obtain 2D rendering context\");this._ctx=i;break;case\"svg\":var i=new v;this._ctx=i,this.canvas_el=this.el.appendChild(i.getSvg())}this.overlays_el=this.el.appendChild(o.div({class:_.bk_canvas_overlays,style:e})),this.events_el=this.el.appendChild(o.div({class:_.bk_canvas_events,style:e})),p.fixup_ctx(this._ctx),l.logger.debug(\"CanvasView initialized\")},e.prototype.get_canvas_element=function(){return this.canvas_el},e.prototype.prepare_canvas=function(t,e){this.bbox=new r.BBox({left:0,top:0,width:t,height:e}),this.el.style.width=t+\"px\",this.el.style.height=e+\"px\";var i=p.get_scale_ratio(this.ctx,this.model.use_hidpi,this.model.output_backend);this.model.pixel_ratio=i,this.canvas_el.style.width=t+\"px\",this.canvas_el.style.height=e+\"px\",this.canvas_el.setAttribute(\"width\",\"\"+t*i),this.canvas_el.setAttribute(\"height\",\"\"+e*i),l.logger.debug(\"Rendering CanvasView with width: \"+t+\", height: \"+e+\", pixel ratio: \"+i)},e}(n.DOMView);i.CanvasView=d,d.__name__=\"CanvasView\";var u=function(t){function e(e){return t.call(this,e)||this}return a.__extends(e,t),e.init_Canvas=function(){this.prototype.default_view=d,this.internal({map:[h.Boolean,!1],use_hidpi:[h.Boolean,!0],pixel_ratio:[h.Number,1],output_backend:[h.OutputBackend,\"canvas\"]})},e}(s.HasProps);i.Canvas=u,u.__name__=\"Canvas\",u.init_Canvas()},\n",
       "      function _(e,t,n){n.fixup_ctx=function(e){!function(e){e.setLineDash||(e.setLineDash=function(t){e.mozDash=t,e.webkitLineDash=t}),e.getLineDash||(e.getLineDash=function(){return e.mozDash})}(e),function(e){e.setLineDashOffset=function(t){e.lineDashOffset=t,e.mozDashOffset=t,e.webkitLineDashOffset=t},e.getLineDashOffset=function(){return e.mozDashOffset}}(e),function(e){e.setImageSmoothingEnabled=function(t){e.imageSmoothingEnabled=t,e.mozImageSmoothingEnabled=t,e.oImageSmoothingEnabled=t,e.webkitImageSmoothingEnabled=t,e.msImageSmoothingEnabled=t},e.getImageSmoothingEnabled=function(){var t=e.imageSmoothingEnabled;return null==t||t}}(e),function(e){e.measureText&&null==e.html5MeasureText&&(e.html5MeasureText=e.measureText,e.measureText=function(t){var n=e.html5MeasureText(t);return n.ascent=1.6*e.html5MeasureText(\"m\").width,n})}(e),function(e){e.ellipse||(e.ellipse=function(t,n,i,o,a,r,s,u){void 0===u&&(u=!1);var m=.551784;e.translate(t,n),e.rotate(a);var l=i,f=o;u&&(l=-i,f=-o),e.moveTo(-l,0),e.bezierCurveTo(-l,f*m,-l*m,f,0,f),e.bezierCurveTo(l*m,f,l,f*m,l,0),e.bezierCurveTo(l,-f*m,l*m,-f,0,-f),e.bezierCurveTo(-l*m,-f,-l,-f*m,-l,0),e.rotate(-a),e.translate(-t,-n)})}(e)},n.get_scale_ratio=function(e,t,n){return\"svg\"==n?1:t?(window.devicePixelRatio||1)/(e.webkitBackingStorePixelRatio||e.mozBackingStorePixelRatio||e.msBackingStorePixelRatio||e.oBackingStorePixelRatio||e.backingStorePixelRatio||1):1}},\n",
       "      function _(a,n,s){a(164),s.bk_canvas=\"bk-canvas\",s.bk_canvas_map=\"bk-canvas-map\",s.bk_canvas_overlays=\"bk-canvas-overlays\",s.bk_canvas_events=\"bk-canvas-events\"},\n",
       "      function _(t,e,r){!function(){\"use strict\";var t,r,i,n,s;function a(t,e){var r,i=Object.keys(e);for(r=0;r<i.length;r++)t=t.replace(new RegExp(\"\\\\{\"+i[r]+\"\\\\}\",\"gi\"),e[i[r]]);return t}function o(t){var e,r,i;if(!t)throw new Error(\"cannot create a random attribute name for an undefined object\");e=\"ABCDEFGHIJKLMNOPQRSTUVWXTZabcdefghiklmnopqrstuvwxyz\",r=\"\";do{for(r=\"\",i=0;i<12;i++)r+=e[Math.floor(Math.random()*e.length)]}while(t[r]);return r}function h(t){var e={alphabetic:\"alphabetic\",hanging:\"hanging\",top:\"text-before-edge\",bottom:\"text-after-edge\",middle:\"central\"};return e[t]||e.alphabetic}s=function(t,e){var r,i,n,s={};for(t=t.split(\",\"),e=e||10,r=0;r<t.length;r+=2)i=\"&\"+t[r+1]+\";\",n=parseInt(t[r],e),s[i]=\"&#\"+n+\";\";return s[\"\\\\xa0\"]=\"&#160;\",s}(\"50,nbsp,51,iexcl,52,cent,53,pound,54,curren,55,yen,56,brvbar,57,sect,58,uml,59,copy,5a,ordf,5b,laquo,5c,not,5d,shy,5e,reg,5f,macr,5g,deg,5h,plusmn,5i,sup2,5j,sup3,5k,acute,5l,micro,5m,para,5n,middot,5o,cedil,5p,sup1,5q,ordm,5r,raquo,5s,frac14,5t,frac12,5u,frac34,5v,iquest,60,Agrave,61,Aacute,62,Acirc,63,Atilde,64,Auml,65,Aring,66,AElig,67,Ccedil,68,Egrave,69,Eacute,6a,Ecirc,6b,Euml,6c,Igrave,6d,Iacute,6e,Icirc,6f,Iuml,6g,ETH,6h,Ntilde,6i,Ograve,6j,Oacute,6k,Ocirc,6l,Otilde,6m,Ouml,6n,times,6o,Oslash,6p,Ugrave,6q,Uacute,6r,Ucirc,6s,Uuml,6t,Yacute,6u,THORN,6v,szlig,70,agrave,71,aacute,72,acirc,73,atilde,74,auml,75,aring,76,aelig,77,ccedil,78,egrave,79,eacute,7a,ecirc,7b,euml,7c,igrave,7d,iacute,7e,icirc,7f,iuml,7g,eth,7h,ntilde,7i,ograve,7j,oacute,7k,ocirc,7l,otilde,7m,ouml,7n,divide,7o,oslash,7p,ugrave,7q,uacute,7r,ucirc,7s,uuml,7t,yacute,7u,thorn,7v,yuml,ci,fnof,sh,Alpha,si,Beta,sj,Gamma,sk,Delta,sl,Epsilon,sm,Zeta,sn,Eta,so,Theta,sp,Iota,sq,Kappa,sr,Lambda,ss,Mu,st,Nu,su,Xi,sv,Omicron,t0,Pi,t1,Rho,t3,Sigma,t4,Tau,t5,Upsilon,t6,Phi,t7,Chi,t8,Psi,t9,Omega,th,alpha,ti,beta,tj,gamma,tk,delta,tl,epsilon,tm,zeta,tn,eta,to,theta,tp,iota,tq,kappa,tr,lambda,ts,mu,tt,nu,tu,xi,tv,omicron,u0,pi,u1,rho,u2,sigmaf,u3,sigma,u4,tau,u5,upsilon,u6,phi,u7,chi,u8,psi,u9,omega,uh,thetasym,ui,upsih,um,piv,812,bull,816,hellip,81i,prime,81j,Prime,81u,oline,824,frasl,88o,weierp,88h,image,88s,real,892,trade,89l,alefsym,8cg,larr,8ch,uarr,8ci,rarr,8cj,darr,8ck,harr,8dl,crarr,8eg,lArr,8eh,uArr,8ei,rArr,8ej,dArr,8ek,hArr,8g0,forall,8g2,part,8g3,exist,8g5,empty,8g7,nabla,8g8,isin,8g9,notin,8gb,ni,8gf,prod,8gh,sum,8gi,minus,8gn,lowast,8gq,radic,8gt,prop,8gu,infin,8h0,ang,8h7,and,8h8,or,8h9,cap,8ha,cup,8hb,int,8hk,there4,8hs,sim,8i5,cong,8i8,asymp,8j0,ne,8j1,equiv,8j4,le,8j5,ge,8k2,sub,8k3,sup,8k4,nsub,8k6,sube,8k7,supe,8kl,oplus,8kn,otimes,8l5,perp,8m5,sdot,8o8,lceil,8o9,rceil,8oa,lfloor,8ob,rfloor,8p9,lang,8pa,rang,9ea,loz,9j0,spades,9j3,clubs,9j5,hearts,9j6,diams,ai,OElig,aj,oelig,b0,Scaron,b1,scaron,bo,Yuml,m6,circ,ms,tilde,802,ensp,803,emsp,809,thinsp,80c,zwnj,80d,zwj,80e,lrm,80f,rlm,80j,ndash,80k,mdash,80o,lsquo,80p,rsquo,80q,sbquo,80s,ldquo,80t,rdquo,80u,bdquo,810,dagger,811,Dagger,81g,permil,81p,lsaquo,81q,rsaquo,85c,euro\",32),t={strokeStyle:{svgAttr:\"stroke\",canvas:\"#000000\",svg:\"none\",apply:\"stroke\"},fillStyle:{svgAttr:\"fill\",canvas:\"#000000\",svg:null,apply:\"fill\"},lineCap:{svgAttr:\"stroke-linecap\",canvas:\"butt\",svg:\"butt\",apply:\"stroke\"},lineJoin:{svgAttr:\"stroke-linejoin\",canvas:\"miter\",svg:\"miter\",apply:\"stroke\"},miterLimit:{svgAttr:\"stroke-miterlimit\",canvas:10,svg:4,apply:\"stroke\"},lineWidth:{svgAttr:\"stroke-width\",canvas:1,svg:1,apply:\"stroke\"},globalAlpha:{svgAttr:\"opacity\",canvas:1,svg:1,apply:\"fill stroke\"},font:{canvas:\"10px sans-serif\"},shadowColor:{canvas:\"#000000\"},shadowOffsetX:{canvas:0},shadowOffsetY:{canvas:0},shadowBlur:{canvas:0},textAlign:{canvas:\"start\"},textBaseline:{canvas:\"alphabetic\"},lineDash:{svgAttr:\"stroke-dasharray\",canvas:[],svg:null,apply:\"stroke\"}},(i=function(t,e){this.__root=t,this.__ctx=e}).prototype.addColorStop=function(t,e){var r,i=this.__ctx.__createElement(\"stop\");i.setAttribute(\"offset\",t),-1!==e.indexOf(\"rgba\")?(r=/rgba\\(\\s